From 84cc406ad91ec53fff329a11a445d7effe564a77 Mon Sep 17 00:00:00 2001 From: dcharb78 Date: Fri, 16 Oct 2026 15:14:20 -0500 Subject: [PATCH] =?UTF-8?q?research/rank7-restore-carrier-skips:=20six=20r?= =?UTF-8?q?estore=20carrier/pivot=20skips=20on=20PR2979=20words=20(=CE=BA?= =?UTF-8?q?=20=3D=200.001729736166387915986812=20=E2=88=92=2010=E2=81=BB?= =?UTF-8?q?=E2=81=B4=E2=81=B6=20=E2=88=92=2010=E2=81=BB=E2=81=B7=E2=81=B0)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../.gitattributes | 2 + .../ALLOCATION-PINS.json | 14 + .../rank7-restore-carrier-skips/CLAIM.json | 229 + .../rank7-restore-carrier-skips/CREDITS.md | 18 + .../EDIT-PINS.json | 7 + .../rank7-restore-carrier-skips/MANIFEST.json | 156 + research/rank7-restore-carrier-skips/NOTICE | 28 + .../rank7-restore-carrier-skips/PINS.json | 38 + .../rank7-restore-carrier-skips/README.md | 330 ++ .../rank7-restore-carrier-skips/RELEASE.json | 15 + .../rank7-restore-carrier-skips/SOURCES.json | 398 ++ .../rank7-restore-carrier-skips/TASK.json | 78 + .../rank7-restore-carrier-skips/VERIFY.json | 14 + .../allocation/DISPATCH.json | 1 + .../allocation/FILL.json.gz | Bin 0 -> 1347458 bytes .../allocation/ORDER.json | 1 + .../allocation/PROFILE.json | 9 + .../allocation/PROVIDERS.json | 842 +++ .../allocation/SEARCH.json | 46 + .../allocation/baseline/CLAIM.json | 47 + .../allocation/baseline/ORDER.json | 1 + .../allocation/baseline/PROFILE.json | 9 + .../allocation/vendor/PLAN.json.gz | Bin 0 -> 29933 bytes .../allocation/vendor/TEMPLATE.json.gz | Bin 0 -> 1124331 bytes .../allocation/vendor/independent_owners.py | 111 + .../certificates/RELAX-CAP.json | 124 + .../certificates/RELAX-STAGES.json | 365 ++ .../check_allocation.py | 118 + .../rank7-restore-carrier-skips/check_cap.py | 106 + .../comparators/PR2942-CLAIM.json | 80 + .../comparators/PR2957-CLAIM.json | 32 + .../comparators/PR2966-CLAIM.json | 91 + .../comparators/PR2979-CLAIM.json | 216 + .../construction/STAGE-PRICES.json | 1019 ++++ .../construction/allocation/T37-FACE-MIX.json | 1 + .../construction/allocation/T37-FLOW.json.gz | Bin 0 -> 15002 bytes .../construction/allocation/T37-MODEL.json | 1 + .../construction/allocation/T37-PATTERNS.json | 1 + .../construction/allocation/T37-SOLVER.json | 1 + .../construction/allocation/T74-CONTROLS.json | 104 + .../allocation/T74-OWNER-CHECK.json | 1 + .../construction/allocation/assemble.py | 33 + .../construction/allocation/controls.py | 83 + .../construction/allocation/diag_lp.py | 165 + .../construction/allocation/double.py | 50 + .../construction/allocation/fill17.py | 608 +++ .../allocation/providers_from_words.py | 41 + .../construction/allocation/round_mix.py | 47 + .../construction/records/derive_stage2.py | 76 + .../construction/records/make_data.py | 21 + .../construction/records/make_prices.py | 63 + .../construction/search/codim2.py | 63 + .../construction/search/combine.py | 37 + .../construction/search/deliver_l22.py | 38 + .../construction/search/final_l27.py | 30 + .../construction/search/lowerA.py | 34 + .../construction/search/lowerA_joint.py | 39 + .../construction/search/realize.py | 38 + .../construction/search/vlower.py | 22 + .../data/PARENT-base.json.gz | Bin 0 -> 70380 bytes .../data/PARENT-extra.json.gz | Bin 0 -> 70378 bytes .../data/REWRITES-2957.json | 1192 +++++ .../data/STAGE1-FRAME-EDITS.json | 4554 +++++++++++++++++ .../data/TRANSFORM-226.json | 272 + .../data/TRANSFORM-228.json | 287 ++ .../data/TRANSFORM-230.json | 696 +++ .../data/TRANSFORM-363.json | 336 ++ .../data/TRANSFORM-395.json | 297 ++ .../data/WORD-base.json.gz | Bin 0 -> 71422 bytes .../data/WORD-extra.json.gz | Bin 0 -> 71419 bytes .../edits/EDITS.json | 2984 +++++++++++ .../edits/FINAL-WORD-base.json.gz | Bin 0 -> 72539 bytes .../edits/FINAL-WORD-extra.json.gz | Bin 0 -> 72538 bytes .../edits/declared_edits.py | 43 + .../edits/edits_review.py | 106 + .../evidence/ADAPTER-DERIVATION.json | 147 + .../evidence/ADMISSION-RESULT.json | 382 ++ .../evidence/ADMISSION-STAGES.json | 113 + .../evidence/EDITS-DERIVATION.json | 59 + .../evidence/EDITS-REVIEW.json | 145 + .../evidence/ENVIRONMENT.json | 13 + .../evidence/FULL-NATIVE-RECEIPT.json | 113 + .../evidence/FULL-NATIVE-RESULT.json | 41 + .../evidence/FULL-REPLAY-RESULT.json | 82 + .../evidence/FULL-REPLAY-STAGES.json | 68 + .../evidence/OVERLAY-DERIVATION.json | 99 + .../evidence/README.md | 8 + .../evidence/RELEASE-RECEIPT.json | 7 + .../evidence/RUNTIME-PATCHES.json | 225 + .../evidence/logs/admission-discovery.log.txt | 8 + .../admission-outer-check_ledger.py.log.txt | 2 + ...mission-outer-independent_check.py.log.txt | 43 + .../evidence/logs/admission-owners.log.txt | 1 + .../logs/admission-parent-lift.log.txt | 1 + .../evidence/logs/admission-rebind.log.txt | 1 + .../evidence/logs/admission-release.log.txt | 14 + .../evidence/logs/complete-admission.log.txt | 21 + .../evidence/logs/declared-edit-stage.log.txt | 1 + .../logs/derive-closed-adapters.log.txt | 1 + .../evidence/logs/export-pr2833.log.txt | 1 + .../evidence/logs/export-pr2894.log.txt | 1 + .../evidence/logs/four-kernel-stage.log.txt | 1 + .../logs/fresh-current-native.log.txt | 3 + .../logs/paired-extension-stage.log.txt | 1 + .../evidence/logs/parent-paired-stage.log.txt | 1 + .../evidence/logs/preload-stage.log.txt | 1 + .../evidence/logs/rank7-overlay-stage.log.txt | 1 + .../evidence/pr2979/ADAPTER-DERIVATION.json | 147 + .../evidence/pr2979/ADMISSION-RESULT.json | 382 ++ .../evidence/pr2979/ADMISSION-STAGES.json | 113 + .../evidence/pr2979/ENVIRONMENT.json | 13 + .../evidence/pr2979/FULL-NATIVE-RECEIPT.json | 113 + .../evidence/pr2979/FULL-NATIVE-RESULT.json | 41 + .../evidence/pr2979/FULL-REPLAY-RESULT.json | 81 + .../evidence/pr2979/FULL-REPLAY-STAGES.json | 68 + .../evidence/pr2979/OVERLAY-DERIVATION.json | 99 + .../evidence/pr2979/RELEASE-RECEIPT.json | 7 + .../pr2979/RETAINED-BOOTSTRAP-RECEIPT.json | 113 + .../evidence/pr2979/RUNTIME-PATCHES.json | 225 + .../pr2979/logs/admission-discovery.log.txt | 8 + .../admission-outer-check_ledger.py.log.txt | 2 + ...mission-outer-independent_check.py.log.txt | 43 + .../pr2979/logs/admission-owners.log.txt | 1 + .../pr2979/logs/admission-parent-lift.log.txt | 1 + .../pr2979/logs/admission-rebind.log.txt | 1 + .../pr2979/logs/admission-release.log.txt | 2 + .../pr2979/logs/complete-admission.log.txt | 8 + .../logs/derive-closed-adapters.log.txt | 1 + .../pr2979/logs/export-pr2833.log.txt | 1 + .../pr2979/logs/export-pr2894.log.txt | 1 + .../pr2979/logs/four-kernel-stage.log.txt | 1 + .../pr2979/logs/fresh-current-native.log.txt | 3 + .../logs/fresh-retained-bootstrap.log.txt | 6 + .../logs/paired-extension-stage.log.txt | 1 + .../pr2979/logs/parent-paired-stage.log.txt | 1 + .../pr2979/logs/preload-stage.log.txt | 1 + .../pr2979/logs/rank7-overlay-stage.log.txt | 1 + .../rank7-restore-carrier-skips/producer.py | 212 + .../rank7-restore-carrier-skips/reproduce.py | 197 + .../run_registered.py | 124 + .../rank7-restore-carrier-skips/structure.py | 41 + .../tools/audit_allocation_moment.py | 83 + .../tools/build_edits.py | 88 + .../tools/build_overlay.py | 118 + .../tools/derive_adapters.py | 119 + .../tools/relax.py | 329 ++ .../tools/relax_exact.py | 108 + .../rank7-restore-carrier-skips/tools/root.py | 254 + .../tools/wordedit.py | 102 + .../vendor/audit_local.py | 501 ++ .../vendor/declared_rewrites.py | 62 + .../vendor/preload_move.py | 133 + .../rank7-restore-carrier-skips/verify.py | 338 ++ .../verify_manifest.py | 19 + .../verify_release.py | 95 + 155 files changed, 22922 insertions(+) create mode 100644 research/rank7-restore-carrier-skips/.gitattributes create mode 100644 research/rank7-restore-carrier-skips/ALLOCATION-PINS.json create mode 100644 research/rank7-restore-carrier-skips/CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/CREDITS.md create mode 100644 research/rank7-restore-carrier-skips/EDIT-PINS.json create mode 100644 research/rank7-restore-carrier-skips/MANIFEST.json create mode 100644 research/rank7-restore-carrier-skips/NOTICE create mode 100644 research/rank7-restore-carrier-skips/PINS.json create mode 100644 research/rank7-restore-carrier-skips/README.md create mode 100644 research/rank7-restore-carrier-skips/RELEASE.json create mode 100644 research/rank7-restore-carrier-skips/SOURCES.json create mode 100644 research/rank7-restore-carrier-skips/TASK.json create mode 100644 research/rank7-restore-carrier-skips/VERIFY.json create mode 100644 research/rank7-restore-carrier-skips/allocation/DISPATCH.json create mode 100644 research/rank7-restore-carrier-skips/allocation/FILL.json.gz create mode 100644 research/rank7-restore-carrier-skips/allocation/ORDER.json create mode 100644 research/rank7-restore-carrier-skips/allocation/PROFILE.json create mode 100644 research/rank7-restore-carrier-skips/allocation/PROVIDERS.json create mode 100644 research/rank7-restore-carrier-skips/allocation/SEARCH.json create mode 100644 research/rank7-restore-carrier-skips/allocation/baseline/CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/allocation/baseline/ORDER.json create mode 100644 research/rank7-restore-carrier-skips/allocation/baseline/PROFILE.json create mode 100644 research/rank7-restore-carrier-skips/allocation/vendor/PLAN.json.gz create mode 100644 research/rank7-restore-carrier-skips/allocation/vendor/TEMPLATE.json.gz create mode 100644 research/rank7-restore-carrier-skips/allocation/vendor/independent_owners.py create mode 100644 research/rank7-restore-carrier-skips/certificates/RELAX-CAP.json create mode 100644 research/rank7-restore-carrier-skips/certificates/RELAX-STAGES.json create mode 100644 research/rank7-restore-carrier-skips/check_allocation.py create mode 100644 research/rank7-restore-carrier-skips/check_cap.py create mode 100644 research/rank7-restore-carrier-skips/comparators/PR2942-CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/comparators/PR2957-CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/comparators/PR2966-CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/comparators/PR2979-CLAIM.json create mode 100644 research/rank7-restore-carrier-skips/construction/STAGE-PRICES.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T37-FACE-MIX.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T37-FLOW.json.gz create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T37-MODEL.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T37-PATTERNS.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T37-SOLVER.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T74-CONTROLS.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/T74-OWNER-CHECK.json create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/assemble.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/controls.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/diag_lp.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/double.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/fill17.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/providers_from_words.py create mode 100644 research/rank7-restore-carrier-skips/construction/allocation/round_mix.py create mode 100644 research/rank7-restore-carrier-skips/construction/records/derive_stage2.py create mode 100644 research/rank7-restore-carrier-skips/construction/records/make_data.py create mode 100644 research/rank7-restore-carrier-skips/construction/records/make_prices.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/codim2.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/combine.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/deliver_l22.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/final_l27.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/lowerA.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/lowerA_joint.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/realize.py create mode 100644 research/rank7-restore-carrier-skips/construction/search/vlower.py create mode 100644 research/rank7-restore-carrier-skips/data/PARENT-base.json.gz create mode 100644 research/rank7-restore-carrier-skips/data/PARENT-extra.json.gz create mode 100644 research/rank7-restore-carrier-skips/data/REWRITES-2957.json create mode 100644 research/rank7-restore-carrier-skips/data/STAGE1-FRAME-EDITS.json create mode 100644 research/rank7-restore-carrier-skips/data/TRANSFORM-226.json create mode 100644 research/rank7-restore-carrier-skips/data/TRANSFORM-228.json create mode 100644 research/rank7-restore-carrier-skips/data/TRANSFORM-230.json create mode 100644 research/rank7-restore-carrier-skips/data/TRANSFORM-363.json create mode 100644 research/rank7-restore-carrier-skips/data/TRANSFORM-395.json create mode 100644 research/rank7-restore-carrier-skips/data/WORD-base.json.gz create mode 100644 research/rank7-restore-carrier-skips/data/WORD-extra.json.gz create mode 100644 research/rank7-restore-carrier-skips/edits/EDITS.json create mode 100644 research/rank7-restore-carrier-skips/edits/FINAL-WORD-base.json.gz create mode 100644 research/rank7-restore-carrier-skips/edits/FINAL-WORD-extra.json.gz create mode 100644 research/rank7-restore-carrier-skips/edits/declared_edits.py create mode 100644 research/rank7-restore-carrier-skips/edits/edits_review.py create mode 100644 research/rank7-restore-carrier-skips/evidence/ADAPTER-DERIVATION.json create mode 100644 research/rank7-restore-carrier-skips/evidence/ADMISSION-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/ADMISSION-STAGES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/EDITS-DERIVATION.json create mode 100644 research/rank7-restore-carrier-skips/evidence/EDITS-REVIEW.json create mode 100644 research/rank7-restore-carrier-skips/evidence/ENVIRONMENT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/FULL-NATIVE-RECEIPT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/FULL-NATIVE-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/FULL-REPLAY-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/FULL-REPLAY-STAGES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/OVERLAY-DERIVATION.json create mode 100644 research/rank7-restore-carrier-skips/evidence/README.md create mode 100644 research/rank7-restore-carrier-skips/evidence/RELEASE-RECEIPT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/RUNTIME-PATCHES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-discovery.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-outer-check_ledger.py.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-outer-independent_check.py.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-owners.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-parent-lift.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-rebind.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/admission-release.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/complete-admission.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/declared-edit-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/derive-closed-adapters.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/export-pr2833.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/export-pr2894.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/four-kernel-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/fresh-current-native.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/paired-extension-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/parent-paired-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/preload-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/logs/rank7-overlay-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/ADAPTER-DERIVATION.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/ADMISSION-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/ADMISSION-STAGES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/ENVIRONMENT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/FULL-NATIVE-RECEIPT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/FULL-NATIVE-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/FULL-REPLAY-RESULT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/FULL-REPLAY-STAGES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/OVERLAY-DERIVATION.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/RELEASE-RECEIPT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/RETAINED-BOOTSTRAP-RECEIPT.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/RUNTIME-PATCHES.json create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-discovery.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-outer-check_ledger.py.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-outer-independent_check.py.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-owners.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-parent-lift.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-rebind.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/admission-release.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/complete-admission.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/derive-closed-adapters.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/export-pr2833.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/export-pr2894.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/four-kernel-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/fresh-current-native.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/fresh-retained-bootstrap.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/paired-extension-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/parent-paired-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/preload-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/evidence/pr2979/logs/rank7-overlay-stage.log.txt create mode 100644 research/rank7-restore-carrier-skips/producer.py create mode 100644 research/rank7-restore-carrier-skips/reproduce.py create mode 100644 research/rank7-restore-carrier-skips/run_registered.py create mode 100644 research/rank7-restore-carrier-skips/structure.py create mode 100644 research/rank7-restore-carrier-skips/tools/audit_allocation_moment.py create mode 100644 research/rank7-restore-carrier-skips/tools/build_edits.py create mode 100644 research/rank7-restore-carrier-skips/tools/build_overlay.py create mode 100644 research/rank7-restore-carrier-skips/tools/derive_adapters.py create mode 100644 research/rank7-restore-carrier-skips/tools/relax.py create mode 100644 research/rank7-restore-carrier-skips/tools/relax_exact.py create mode 100644 research/rank7-restore-carrier-skips/tools/root.py create mode 100644 research/rank7-restore-carrier-skips/tools/wordedit.py create mode 100644 research/rank7-restore-carrier-skips/vendor/audit_local.py create mode 100644 research/rank7-restore-carrier-skips/vendor/declared_rewrites.py create mode 100644 research/rank7-restore-carrier-skips/vendor/preload_move.py create mode 100644 research/rank7-restore-carrier-skips/verify.py create mode 100644 research/rank7-restore-carrier-skips/verify_manifest.py create mode 100644 research/rank7-restore-carrier-skips/verify_release.py diff --git a/research/rank7-restore-carrier-skips/.gitattributes b/research/rank7-restore-carrier-skips/.gitattributes new file mode 100644 index 0000000000..e1d75a2b2d --- /dev/null +++ b/research/rank7-restore-carrier-skips/.gitattributes @@ -0,0 +1,2 @@ +# Keep vendored, data, allocation and evidence bytes exact (the repository default normalizes text). +* -text diff --git a/research/rank7-restore-carrier-skips/ALLOCATION-PINS.json b/research/rank7-restore-carrier-skips/ALLOCATION-PINS.json new file mode 100644 index 0000000000..040bce4c88 --- /dev/null +++ b/research/rank7-restore-carrier-skips/ALLOCATION-PINS.json @@ -0,0 +1,14 @@ +{ + "allocation/DISPATCH.json": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "allocation/FILL.json.gz": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "allocation/ORDER.json": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "allocation/PROFILE.json": "3245979197e965850eec803879f355a49738a60158cd7043fdc574e9fa810052", + "allocation/PROVIDERS.json": "04c9f2620178322010f7bafb30c669cad0be1426a905275d28a398398b596cd0", + "allocation/SEARCH.json": "2ceb1f825cb68e44d17d4251f74c3975ae5122c845391c1ca8de2e564ac4246a", + "allocation/baseline/CLAIM.json": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "allocation/baseline/ORDER.json": "d559a1dcb83707724afc0310f6ef8e3a36ad6cda0a895ca6abae9d6f39a0fc76", + "allocation/baseline/PROFILE.json": "6de8ac1fd628cdd2afa5a43872da69c7dab9d7219bdc318f9db55fd8ccdb5eb2", + "allocation/vendor/PLAN.json.gz": "d566cfb87b71639d4138e1f89b543e2dd6a7772070226a2a14c799a6835bf21e", + "allocation/vendor/TEMPLATE.json.gz": "21297b20f1f2dc76eb9dd8124416068c3cb096bab9df17fa4da19bc68dfe082e", + "allocation/vendor/independent_owners.py": "77a848729159e271ba64f403dfd59dddb13044b17b2950fa56700f442e2fe461" +} diff --git a/research/rank7-restore-carrier-skips/CLAIM.json b/research/rank7-restore-carrier-skips/CLAIM.json new file mode 100644 index 0000000000..47a55a7f68 --- /dev/null +++ b/research/rank7-restore-carrier-skips/CLAIM.json @@ -0,0 +1,229 @@ +{ + "admitted_package_manifest_sha256": "2c367a7afa966a7952303364fbccd6332730e2d3ad48d2ef04a524f35daddb03", + "baseline_head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "baseline_kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "baseline_pr": 2969, + "baseline_status": "FINITE_NATIVE_OWNER_AND_MOMENT_CANDIDATE_OUTER_PENDING", + "calls": 666, + "complex_lower": "432434041596978996703/250000000000000000000000", + "declared_edits": { + "count": 2, + "edits_sha256": "ebffcc1e57e59439b9678ff8d9be518c457af22ce77235c2fdb46540ab9b9b79", + "previous_kappa": "0.0017290339826465135177169999999999999999999998999999999999999999999999", + "previous_pr": 2979 + }, + "fill_sha256": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "fixed_inventory_cap": { + "cap_lower": "4324344875160696378107/2500000000000000000000000", + "cap_upper": "17297379500642785512429/10000000000000000000000000", + "realized": "below the fractional optimum by the recorded gap (check_cap.py); the cap basis is fractional at T74" + }, + "gain": "2850470819905554131/500000000000000000000000", + "helpers": 408, + "independent_inputs": 632, + "kappa": "17297361663879159868119999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017297361663879159868119999999999999999999998999999999999999999999999", + "live_families": 66304, + "local_profile": { + "1": 2433, + "2": 712, + "3": 232, + "4": 108, + "5": 18, + "8": 8 + }, + "native_receipt_sha256": "7e982591b1362efe5e8d03fd98f67ff4ef676dd8a5fa3ca765c8ef1370be7019", + "physical_families": 66813, + "previous_claims": { + "pr2942": { + "claim_file": "comparators/PR2942-CLAIM.json", + "gain": "108122601948463419/15625000000000000000000", + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "kappa": "17228163198632143279959999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2942 + }, + "pr2957": { + "claim_file": "comparators/PR2957-CLAIM.json", + "gain": "6018751317177815841/1000000000000000000000000", + "head": "b74b25f3ccc84c16e1a801d73b2f47e5ea764c78", + "kappa": "17237174150707381709709999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2957 + }, + "pr2966": { + "claim_file": "comparators/PR2966-CLAIM.json", + "gain": "28509469322319047/5000000000000000000000", + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "kappa": "17240342725234521774119999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2966 + }, + "pr2969": { + "claim_file": "allocation/baseline/CLAIM.json", + "gain": "2850470819905554131/500000000000000000000000", + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2969 + }, + "pr2979": { + "claim_file": "comparators/PR2979-CLAIM.json", + "gain": "140436748280493819/200000000000000000000000", + "head": "be191346391661f4d35fc0d1508d0a6029572576", + "kappa": "17290339826465135177169999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2979 + } + }, + "profile": { + "1": 1637688, + "2": 474192, + "3": 159468, + "4": 71928, + "48": 28190, + "5": 13716, + "8": 5328 + }, + "release_receipt_sha256": "906d15db82f7b5b8938d1b760f54d9229dc7b6f2dbe84cc9286f2d1015e36743", + "replicas": 74, + "scope": "Conditional finite supplier/outer certificate for PR2979's words (mdumitrean: joint rank-7 end frames, five further paired extractions, fourteen PR2957 rewrites) with one declared literal restore edit (R1, Stack2979 / Jeremy Kothe) and PR2979's literal T74 allocation unchanged (paid profile re-derived). Inherited all-size/compiler/theorem hypotheses remain. No selected-frontier change or independent-human-review claim.", + "source_manifest_sha256": "130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17", + "stages": { + "stage1": { + "frame_edits": 139, + "groups": { + "A": { + "W": [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + "helpers": [ + 331, + 450, + 451, + 508, + 509 + ] + }, + "B": { + "W": [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + "helpers": [ + 299, + 448, + 449, + 484, + 485 + ] + }, + "C": { + "W": [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + "helpers": [ + 452, + 453, + 532, + 533 + ] + }, + "D": { + "W": [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ], + "helpers": [ + 454, + 455, + 556, + 557 + ] + }, + "V45": { + "W": [ + 256, + 128, + 64, + 35, + 16, + 11, + 5 + ], + "helpers": [ + 249, + 251, + 265, + 267 + ] + } + }, + "kind": "joint codimension-2 end-frame lowering (frame-only)", + "record_sha256": "5fbfce004330ebc1fbac8de264614fe295f1a074811b478db4892c3bc3852cd3" + }, + "stage2": { + "extractions": [ + { + "helper": 226, + "normal": 42, + "step": 1 + }, + { + "helper": 228, + "normal": 42, + "step": 2 + }, + { + "helper": 230, + "normal": 42, + "step": 3 + }, + { + "helper": 363, + "normal": 7, + "step": 4 + }, + { + "helper": 395, + "normal": 7, + "step": 5 + } + ], + "kind": "rank-8 paired input/output extractions" + }, + "stage3": { + "applier_sha256": "2509f1335e47543f8814b42d6bf83032b30c5899b4f7cc62a6adc03f5138ae13", + "count": 14, + "kind": "declared exactness-preserving gate rewrites (Jeremy Kothe, PR2957), re-addressed", + "rewrites_sha256": "a37ade675876e4f5b00b33066c84f495fccd264863b7eb5d813837b1d01c3e7d" + } + }, + "status": "CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE", + "width_inventory": { + "4": 26, + "5": 2, + "6": 16, + "7": 52, + "8": 99, + "9": 213 + }, + "zero_buffers": 91 +} diff --git a/research/rank7-restore-carrier-skips/CREDITS.md b/research/rank7-restore-carrier-skips/CREDITS.md new file mode 100644 index 0000000000..85b68ae52e --- /dev/null +++ b/research/rank7-restore-carrier-skips/CREDITS.md @@ -0,0 +1,18 @@ +# Credits + +- **PR #2908, Jeremy Diviney**: the paired input/output extraction, its compensation rule `C*S`, the exact two-sided certificate (`structure.py`, vendored unchanged) and the closed-adapter admission chain. +- **PR #2917, Mason Hale**: the nine paired extractions and 82-endpoint words under PR2942, the refit/compose producer model that stage 2 follows, the T74 chronology (ORDER/DISPATCH), the allocation checker, moment auditor, extension stage and adapter derivation reused here. +- **PR #2957 / #2948 / #2966, Jeremy Kothe (jeremykothe2)**: the fourteen declared exactness-preserving gate rewrites in five classes (R-retime, A3779-cut-start-read, PM-carrier-lender-entry, B-carrier-retime, A-commuting-swap) and their pure applier (`vendor/declared_rewrites.py`, vendored unchanged); stage 3 composes exactly these rewrites onto this package's stage-2 word (`data/REWRITES-2957.json`, re-addressed with exact preimages). PR2966 composed the same rewrites onto our PR2942 words. +- **PR #2969, Dugongue**: the PR2942 + PR2957 composition at T370 and its cap-level headline nomination, this package's comparator and moment baseline (`allocation/baseline/`). Our stage 3 composes the same fourteen rewrites, here onto the stage-2 word. +- **PR #2918 (research/helper408-rank7-pairing), RossRichardson**: the fixed-cut rank-seven obstruction for helper408; this package's census of fresh rank-7 extractions reproduces it exactly and is consistent with it. +- **PR #2894 / #2833, Jeremy Kothe**: the preload re-synthesis supplier, the frame accounting and inverse-reverse cleanup (`vendor/preload_move.py`), the source materializer and the inherited supplier lineage. +- **PR #2857 / #2848, Yiyang Lu (Lyy-iiis)**: the shared-kernel words, the staged native/overlay tooling and the chronological flow model and realization (edge colouring) used to construct the allocation; PR2843 (Marius-Paul Dumitrean) is that flow model's starting point. +- **PR #2863 / #2839, Dugongue**: the packing lineage and the PR2839 owner engine. +- **Tekalign**: the independent owner/chronology checker (`allocation/vendor/independent_owners.py`) and admission tooling. +- **icekylinx**: the exact free-operator auditor retained as `vendor/audit_local.py` (PR2833). +- **themilkman216**: the observation that a cap-level allocation of these inventories needs a T whose basic counts are integral, which the allocation's degenerate-face step builds on. +- **Gareth Davidson (bitplane), PR #1995 / #2013**: the fixed-word terminal-subspace bounds that frame stage 1's scope; earlier rank-seven helper ends on other words are in `research/complex-rank7-end-pair`, `research/k8-rank7-composition` and the PR1090/PR1104 lineage (credited there). +- **PR #2930 / #2942, Marius-Paul Dumitrean**: the cap allocation of PR2917's words, the four normal-45 extractions under these words, the relaxation tools and the overlay/producer conventions reused here. +- **New here (Marius-Paul Dumitrean, with substantial AI assistance from Anthropic Claude via Claude Code)**: the codimension-2 census on paired-extraction words, the joint end-frame lowering of 22 restored helpers in five groups (stage 1), the five further extractions it makes profitable (stage 2), the exact composition with PR2957's rewrites (stage 3), the producer and local verification for all three stages, the overlay stage `rank7-joint-endframes` with its rebuild guards, the adapter generalization to six width classes, the literal T74 allocation of the changed inventory, its relaxation certificates and recorded gap, and the complete fresh replay. +- **PR #3015, Jeremy Kothe (jeremykothe2)**: the declared literal edit stage (`edits/`, `tools/build_edits.py`) with its independent review (`edits/edits_review.py`), and edit R1 on PR #2979's restore section (carrier 61 for register 63). +- **New here (dcharb78, with AI assistance)**: the six restore carrier/pivot hyperplane skips across two declared edit blocks (`R1_E42` at `restore[162:188]` for registers `63, 54, 40` via carriers `369, 450` and `R2_E7` at `restore[190:203]` for registers `22, 73, 5` via carrier `19` and pivot `363` as self-carrier), the 11-control per-word edit review, and the re-derived paid profile, cap certificate, and complete fresh-native admission and release receipts. PR #2979 (mdumitrean) and PR #3015 (jeremykothe2) are the base and are credited first. diff --git a/research/rank7-restore-carrier-skips/EDIT-PINS.json b/research/rank7-restore-carrier-skips/EDIT-PINS.json new file mode 100644 index 0000000000..832833b1d0 --- /dev/null +++ b/research/rank7-restore-carrier-skips/EDIT-PINS.json @@ -0,0 +1,7 @@ +{ + "edits/EDITS.json": "ebffcc1e57e59439b9678ff8d9be518c457af22ce77235c2fdb46540ab9b9b79", + "edits/FINAL-WORD-base.json.gz": "7e98f6f2a6c9ce9e7e04b515bd8ce4a4a533ff05f01ea265be2a1a994695260e", + "edits/FINAL-WORD-extra.json.gz": "1396410de482883416fc7f534062ab005b484056b035fdcfa3b5cc065536ba35", + "edits/declared_edits.py": "d3e49b844e9522808a439d505487839addbd957c7d1055bb57fa00e32cbba7b8", + "edits/edits_review.py": "41734b21dfef4fe9c0917e6afcfb2d0652a4a55583f9cbc300af0ffc275af28c" +} diff --git a/research/rank7-restore-carrier-skips/MANIFEST.json b/research/rank7-restore-carrier-skips/MANIFEST.json new file mode 100644 index 0000000000..7018d721f5 --- /dev/null +++ b/research/rank7-restore-carrier-skips/MANIFEST.json @@ -0,0 +1,156 @@ +{ + ".gitattributes": "056f4f66161e333f3a8d4c20de323ca05599a7deac1aa02d47ba6f6b96335573", + "ALLOCATION-PINS.json": "7bb1494f220d2d5588e8563d1492f22678de8367ea981f1c2a4cc22d87a1cce0", + "CLAIM.json": "adb2efbaa7c16bf66aede2ac739e445e6fa974d5defbff8b70324f4f10632aa3", + "CREDITS.md": "8475f5e7c090e05196cfd6c2894516cbbedd5876f54193fea575d8064e23574e", + "EDIT-PINS.json": "11e15f1fd1f5ac263261c7834dcb2938da178b5c28070cc63b2fa7764ea0182a", + "NOTICE": "c9731c9cca25ede32c2a1b3aef6d5b249973cb2ed5fb2494407bdca598763661", + "PINS.json": "79a82e455ef97c038169dd305fde230d935e007226083473b84413f74e49fdfe", + "README.md": "a7f24ba0b020afc394197ed2866f9958cfe6628c8b42bf84b09c98da0f681c85", + "RELEASE.json": "59e2e377b62aa785787f418b2bc196d48bc5824c5c4294af1387358642646bf5", + "SOURCES.json": "d5f3f498d4d34125bcaed14dafaceaff342223d511d1099993d5b217a147019c", + "TASK.json": "32c30a45ec317a55548c4f8d459d30ef9940c7787052e6a8b7b8ca2e31c18634", + "VERIFY.json": "5a07ba5f486929903fb736e96c3e1de562b2882876e64f9a32f5d657aae2b7f4", + "allocation/DISPATCH.json": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "allocation/FILL.json.gz": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "allocation/ORDER.json": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "allocation/PROFILE.json": "3245979197e965850eec803879f355a49738a60158cd7043fdc574e9fa810052", + "allocation/PROVIDERS.json": "04c9f2620178322010f7bafb30c669cad0be1426a905275d28a398398b596cd0", + "allocation/SEARCH.json": "2ceb1f825cb68e44d17d4251f74c3975ae5122c845391c1ca8de2e564ac4246a", + "allocation/baseline/CLAIM.json": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "allocation/baseline/ORDER.json": "d559a1dcb83707724afc0310f6ef8e3a36ad6cda0a895ca6abae9d6f39a0fc76", + "allocation/baseline/PROFILE.json": "6de8ac1fd628cdd2afa5a43872da69c7dab9d7219bdc318f9db55fd8ccdb5eb2", + "allocation/vendor/PLAN.json.gz": "d566cfb87b71639d4138e1f89b543e2dd6a7772070226a2a14c799a6835bf21e", + "allocation/vendor/TEMPLATE.json.gz": "21297b20f1f2dc76eb9dd8124416068c3cb096bab9df17fa4da19bc68dfe082e", + "allocation/vendor/independent_owners.py": "77a848729159e271ba64f403dfd59dddb13044b17b2950fa56700f442e2fe461", + "certificates/RELAX-CAP.json": "ef10b3d6481155eb3cd6f4ce3c82a6919fc5b5bce285d26cef39621989f22d9f", + "certificates/RELAX-STAGES.json": "0e5ec700a191b668ba3d4b6d675f5c047d264b9a5109fc55fa92961b3fcb7d68", + "check_allocation.py": "64b2bacd98728a25195d80e5be6c0374e24fba1400290edaafb895dcc5d54368", + "check_cap.py": "3f7901f4c1849074478df3c08ea98b792ae7325fd700948f01d80c11c9106893", + "comparators/PR2942-CLAIM.json": "011aaac80ad79f7f29dc429a672441bb6b3c21a68bbcb34c7a0d5f943c3c3c2e", + "comparators/PR2957-CLAIM.json": "a93e6c9e94bc9bf5664b5e23506dda9647fad1930e1eede66d5ba9f3718b598a", + "comparators/PR2966-CLAIM.json": "4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a", + "comparators/PR2979-CLAIM.json": "436e0d297cbdf195445d3697d496ac675e95210b79e70ce602a6a6667a4c6ce9", + "construction/STAGE-PRICES.json": "dfb7d06724bf95367f3fdb398f4828fc70f803d23030bc0eee0b00541457f546", + "construction/allocation/T37-FACE-MIX.json": "10598b7ea2e26fbd49db2b4d2f08122415fd6673b87fb7b458019d503ae60744", + "construction/allocation/T37-FLOW.json.gz": "765c6b774ca207f715dd5f579995700f4787c1f4eb92a7855bfc1424f683eca4", + "construction/allocation/T37-MODEL.json": "74849384ad2160f0402f6577e9d3ea849c21704abcf839af50f3353e141a4355", + "construction/allocation/T37-PATTERNS.json": "df09e4581d7ed73fa22253909197ceb26ced59333f50c008c822894a4082f0e4", + "construction/allocation/T37-SOLVER.json": "f56caa18e9638c568c57e699a8576fa6dcbdfe6ba54ae2da3fc8bc626168d863", + "construction/allocation/T74-CONTROLS.json": "0de2d067d957bbca2580566576030d4f10508b7827a0d83a0bd8c05f19b23bbf", + "construction/allocation/T74-OWNER-CHECK.json": "996234db3632983effc279a93cb5599a945688a3ea476fc9f88e3a714fb330be", + "construction/allocation/assemble.py": "57fcc8dd6f08b5557add7f34c0deb993574f71b3e565d6668085f1f65df5eccd", + "construction/allocation/controls.py": "9e10e5c21fab8ea2fdaf07ce92a141c4e6d63a7ef02d9de25bc9022ad1ae7998", + "construction/allocation/diag_lp.py": "59bfeb9586820f7b653370e20619760e23a4b170e4b7e14dc4e2abad9f5d9c61", + "construction/allocation/double.py": "8a89fafcd69cacb0a5a8d19a90d76f8740cf8f12585dc83796fcd8bc428dd94f", + "construction/allocation/fill17.py": "933be460381d65ea04a6e7f288f977ba22a7e4068b69494d65c38ccd7e5f4dbf", + "construction/allocation/providers_from_words.py": "8cf55c2859a626d86f21b447460321c19db92fec8e1f893b3cd37267f3b145fd", + "construction/allocation/round_mix.py": "0d0a423817b30fda9cceaa61b9bcc90e07710f9829e65098c9a31ed1734341bd", + "construction/records/derive_stage2.py": "f2518333cea351376ee094e8212b71ad753710d4038c55937a9e3bb212249f9e", + "construction/records/make_data.py": "b9528bcb26bc3c1a8e582032fa3899c79dc4cb463814dc6fea617fd83a5b4858", + "construction/records/make_prices.py": "5fcf593b5672b4f66cabd9d2bd5b4e843453248186d95794386331d801280b78", + "construction/search/codim2.py": "1dd77f4ceb0c4cf82ee5f3f4c04123724db09ebb0e7b9f856c4bd000d4e57531", + "construction/search/combine.py": "d06e041082f120b903937a8c7fdf2189eb42411330af625492ff5a24109b49d0", + "construction/search/deliver_l22.py": "b5f0a6ee2eaf1cbef95f0447efb08b75937e7e03c6d27d0b73d5c884c24a91b5", + "construction/search/final_l27.py": "e964d48e7b7705cc64a57bd42d81eb990d69606689349240e5a18155d08f7350", + "construction/search/lowerA.py": "1aba1edb5397701151b2c95afaf23cd8e675ddc48b5ccca1738bc0c5370e9a6c", + "construction/search/lowerA_joint.py": "eb0efbe0c40d063a606dc370362a8d3fe3f4f57877e2e79f63be940fe06ce41b", + "construction/search/realize.py": "6d524f4a1ce0a4bf77f8e5a859e46922334956688c9268dbea3004e3aea6898e", + "construction/search/vlower.py": "3052c96b4f00239fe679f460bbbad2b7271089b5aa73665cb92c052755143ec4", + "data/PARENT-base.json.gz": "54ca34c749e3228d7e2df3d8dbf7aa1568c2872490166997c5962f12fd03da35", + "data/PARENT-extra.json.gz": "eded756dfe8f411c3d1f80a3ac16516f0ea5dd6f9866728b2179b157630fa7b6", + "data/REWRITES-2957.json": "a37ade675876e4f5b00b33066c84f495fccd264863b7eb5d813837b1d01c3e7d", + "data/STAGE1-FRAME-EDITS.json": "5fbfce004330ebc1fbac8de264614fe295f1a074811b478db4892c3bc3852cd3", + "data/TRANSFORM-226.json": "1732a39728c068f9d663111c7876b4e0b96088f3dd3b8e6ff824551b5a711338", + "data/TRANSFORM-228.json": "82346e6a5173c4822e16b2dad06ca232111b6795a340079f9aceabe0098797c0", + "data/TRANSFORM-230.json": "8ad70d545695b5d2246fb9e09d46abcc1e42926c1161884f69b77f978a28f46d", + "data/TRANSFORM-363.json": "84d2a609739eb30d4d9356fb6f04b2ff32c8823a978d7a51db1ace1d6d2352cc", + "data/TRANSFORM-395.json": "065aa5d7713683942bc2156b543681857e33c6e2f30f32cba47e2cbb9d1bef69", + "data/WORD-base.json.gz": "abaf67bfcb257528658c906b612f57025617592bd7889828f92b97a5f4f4300d", + "data/WORD-extra.json.gz": "e0eaf64c4d5d324693d43889bce1b9e53e8da00402105c8c978fd102f208bed7", + "edits/EDITS.json": "ebffcc1e57e59439b9678ff8d9be518c457af22ce77235c2fdb46540ab9b9b79", + "edits/FINAL-WORD-base.json.gz": "7e98f6f2a6c9ce9e7e04b515bd8ce4a4a533ff05f01ea265be2a1a994695260e", + "edits/FINAL-WORD-extra.json.gz": "1396410de482883416fc7f534062ab005b484056b035fdcfa3b5cc065536ba35", + "edits/declared_edits.py": "d3e49b844e9522808a439d505487839addbd957c7d1055bb57fa00e32cbba7b8", + "edits/edits_review.py": "41734b21dfef4fe9c0917e6afcfb2d0652a4a55583f9cbc300af0ffc275af28c", + "evidence/ADAPTER-DERIVATION.json": "a6c42ad0c10713baecc65853108bd4ba8c2295ef7fd85ad03a80d23a6561485a", + "evidence/ADMISSION-RESULT.json": "7f4f43db039b6d0e1dad7ed6549e0c77a97450f3e347db7ee4b60924c61b1187", + "evidence/ADMISSION-STAGES.json": "7ff279bbae26a36e917cf8d29646a436a470c9c6f535e3af4d7d8443767bbe52", + "evidence/EDITS-DERIVATION.json": "f4244fcbf21f41c54c053fb0719c1afaadafe0a5305f061fac6baa04d6da26b7", + "evidence/EDITS-REVIEW.json": "5e45e0108ad21b47d534c607e4da9200ea4f76a103b0c854542d006b711cadbe", + "evidence/ENVIRONMENT.json": "23f2e3174612fd8ad04b5af4bab5b840d50c0c93d68d1eccc4d66a2f9df36896", + "evidence/FULL-NATIVE-RECEIPT.json": "7e982591b1362efe5e8d03fd98f67ff4ef676dd8a5fa3ca765c8ef1370be7019", + "evidence/FULL-NATIVE-RESULT.json": "13990ed299092d7c1b1e963e83bbff11d0c5a68650284e5bba997e13009905a4", + "evidence/FULL-REPLAY-RESULT.json": "9bd72aa02d4665f7f24a356fdd03d8da767234d0b1f4e773000b5cf1a874b070", + "evidence/FULL-REPLAY-STAGES.json": "06b4071f46edb76550d3dd9a1c62cdb879effa305f80156ca89d9fa699b01679", + "evidence/OVERLAY-DERIVATION.json": "145a9491cca7b22f0d04cccb66795a7b6914a1ee415ecfc65e1db7b586573826", + "evidence/README.md": "2b6f99fc0d15d8575f30cff368aed0c2170da54135d7142641bdeceecb7ecdd5", + "evidence/RELEASE-RECEIPT.json": "906d15db82f7b5b8938d1b760f54d9229dc7b6f2dbe84cc9286f2d1015e36743", + "evidence/RUNTIME-PATCHES.json": "25a75bcbc9535bce28c14fbe2fdff6ab42ed7a8193da6d473258ebd53901315c", + "evidence/logs/admission-discovery.log.txt": "7323585286381c3a740f743bd8d34fbac261063475591750f2f6105da2b52b43", + "evidence/logs/admission-outer-check_ledger.py.log.txt": "c3a7a6c9d72696e898ec0e7ebb5327d4bcbb3796296c802fdd3cc52d4ea0ed76", + "evidence/logs/admission-outer-independent_check.py.log.txt": "f49a96248d35bbb371283a8e0f079783974a904c9f59f94b19eba156346cb87b", + "evidence/logs/admission-owners.log.txt": "748837990aea82c6fe4e65a6c342d29db8074c9f31fe59c24dbc0988c2e053eb", + "evidence/logs/admission-parent-lift.log.txt": "7b6249a123ca39fae7b7a6339dd9e8ae8777b081f4336418f2cc101704b70644", + "evidence/logs/admission-rebind.log.txt": "6fcad10d5896199b8a4b3d55e749a3c0d68c0ab709f55e54085de8326a04e7cf", + "evidence/logs/admission-release.log.txt": "805fce9a345ccdda3f35d6a902150f9c79e8156187999fb1e2adeaebd0d3b778", + "evidence/logs/complete-admission.log.txt": "f49b7c5a423df905b7639d736f092df2119f76c472c9e62d6a082ad5caf51752", + "evidence/logs/declared-edit-stage.log.txt": "e0d0595445e237ed99b78764aeb387fea1e7d4e1c5316fc78e49b2ebfc773de5", + "evidence/logs/derive-closed-adapters.log.txt": "e2e9b59cca255f95b2239ff3c9c0b7d5ec32308b7322cef7535ba4c399527bec", + "evidence/logs/export-pr2833.log.txt": "9064165a51df3c763c3ede7e4bb55ce4757e218eca0597fae78c2f9e7fd30030", + "evidence/logs/export-pr2894.log.txt": "6bd8df30779863897e48441608240db6a7e3fcbd0754511e44f854f3a5c462a6", + "evidence/logs/four-kernel-stage.log.txt": "f2bbb6462b3f5bb8a6415bb33c0c35355353b13343ddb90961660f7473caa5a2", + "evidence/logs/fresh-current-native.log.txt": "d7581123b0f3330f2598e7758ccbca466018d2599124fc6ceb1b678a9ee27dec", + "evidence/logs/paired-extension-stage.log.txt": "61cc77beeae833d7473b5c5338b176b150f95f6652a888c0307f080674cfde35", + "evidence/logs/parent-paired-stage.log.txt": "d80d8494c48816e3acf662db00cc0077a888b82392d736826f73beb1c4248299", + "evidence/logs/preload-stage.log.txt": "2eb7601c48840a39c58eb838886aed00a531349b259f0bbc3ea6421376b8ea3c", + "evidence/logs/rank7-overlay-stage.log.txt": "06150c3f42489b14e981b90ac0e594e7e32bfc6ec4a98f3551cf53b6d18acd36", + "evidence/pr2979/ADAPTER-DERIVATION.json": "abfe60c965953c567392b587cbcc4703f2f80fc60e267539251a1eac0f9db2f3", + "evidence/pr2979/ADMISSION-RESULT.json": "be9652312a88fd670eb09a4303679b4e875516d02a008ce90ccbca8a92e6b2ac", + "evidence/pr2979/ADMISSION-STAGES.json": "bf2fcb3012c65d861ccc4ba5950e5b97cbff31f603268afdb7e9ae2a0ac9696f", + "evidence/pr2979/ENVIRONMENT.json": "c6faaaa9b538ddbf0ea3c624bbe2f1c7e4074f8cb504d4bee0f3353f1e7f32a1", + "evidence/pr2979/FULL-NATIVE-RECEIPT.json": "6d27c89d5e3a2c7f28387e4b20c462b0dff6c9fa92aacdde715d4b29cc286d41", + "evidence/pr2979/FULL-NATIVE-RESULT.json": "ee10e7b8f2196b3bd28f5389b9be3372c216f3cfe67e00c7a2bcd130746ac364", + "evidence/pr2979/FULL-REPLAY-RESULT.json": "0293261edd3696408e1067df358644a7f43fd05f6c7b78e255aeac3f4a2530a2", + "evidence/pr2979/FULL-REPLAY-STAGES.json": "d8764bbbc029b13e20dc881783c44b74c689064d9ddf8286fc18371f2ec0d503", + "evidence/pr2979/OVERLAY-DERIVATION.json": "145a9491cca7b22f0d04cccb66795a7b6914a1ee415ecfc65e1db7b586573826", + "evidence/pr2979/RELEASE-RECEIPT.json": "473a5f8e048e45d7e83747077a18985ef87d58da370ca3f2fe5748a057ffdb2d", + "evidence/pr2979/RETAINED-BOOTSTRAP-RECEIPT.json": "ba9ef5709319ceb54928aed10cb250f3d018b3f654a2902c53df27d9e2e1157f", + "evidence/pr2979/RUNTIME-PATCHES.json": "6e4fe608caae2cdc28abc0ab772514d03ede2a4a50b06e9ede2853ab6889f218", + "evidence/pr2979/logs/admission-discovery.log.txt": "68845b7e19574ee2040677640848f0f7aaf71854250dfe0470dfae3ff09210b3", + "evidence/pr2979/logs/admission-outer-check_ledger.py.log.txt": "c56f8e0232d749e0ff33b76a8f9de18d28a7bb3abcd736ba69a4b167f2b5a824", + "evidence/pr2979/logs/admission-outer-independent_check.py.log.txt": "7eab2e50c0b03f058ae320c4791a0ea5a0ae3eae3393d29971663428ca79547a", + "evidence/pr2979/logs/admission-owners.log.txt": "dc4840d279e447e42af2ece9437cb92ab13c7f631440911ca5e8a676e3fa418c", + "evidence/pr2979/logs/admission-parent-lift.log.txt": "7b6249a123ca39fae7b7a6339dd9e8ae8777b081f4336418f2cc101704b70644", + "evidence/pr2979/logs/admission-rebind.log.txt": "6126af0a7935a1605ddad6074978494d462ed67cbd54be809ce13fcb32469d67", + "evidence/pr2979/logs/admission-release.log.txt": "d1e575ccd284596605baf38e5ed5b751cd5f506572ef9cfc578bd88d917b46a0", + "evidence/pr2979/logs/complete-admission.log.txt": "37584a0aed98b08f491b676ba0e4914518027f556495b1ae4e8a9a123d360b4f", + "evidence/pr2979/logs/derive-closed-adapters.log.txt": "d11d75855720cfa75a26f667a61467b5122a7b7ae5521030509bf1cbdd00a496", + "evidence/pr2979/logs/export-pr2833.log.txt": "0fa7e0c6a0f0e31c60aadd0fe2afa6841d046d3272a02d3dc873f999b8508654", + "evidence/pr2979/logs/export-pr2894.log.txt": "6bd8df30779863897e48441608240db6a7e3fcbd0754511e44f854f3a5c462a6", + "evidence/pr2979/logs/four-kernel-stage.log.txt": "f2bbb6462b3f5bb8a6415bb33c0c35355353b13343ddb90961660f7473caa5a2", + "evidence/pr2979/logs/fresh-current-native.log.txt": "d7581123b0f3330f2598e7758ccbca466018d2599124fc6ceb1b678a9ee27dec", + "evidence/pr2979/logs/fresh-retained-bootstrap.log.txt": "4a1625fdd9a947187583e67492c492f309e28669082f2e6f2aa97b5da345ea29", + "evidence/pr2979/logs/paired-extension-stage.log.txt": "61cc77beeae833d7473b5c5338b176b150f95f6652a888c0307f080674cfde35", + "evidence/pr2979/logs/parent-paired-stage.log.txt": "d80d8494c48816e3acf662db00cc0077a888b82392d736826f73beb1c4248299", + "evidence/pr2979/logs/preload-stage.log.txt": "2eb7601c48840a39c58eb838886aed00a531349b259f0bbc3ea6421376b8ea3c", + "evidence/pr2979/logs/rank7-overlay-stage.log.txt": "06150c3f42489b14e981b90ac0e594e7e32bfc6ec4a98f3551cf53b6d18acd36", + "producer.py": "d4577cee26314b36b59723cc68df9b8895b22449cc15807c95f325f555c4da3a", + "reproduce.py": "576152d744078d5cb66cded265c189691403f73b277ce2ed0e80708d77629eda", + "run_registered.py": "3439d214a163223c2ca7b50562bfb24b284551d5c8a36f4cc74791f890d4dd4a", + "structure.py": "83f63b6d9a1a543ecfa2c98d479dbe4e7a1c3caf6fd1c3566123308efbc32e96", + "tools/audit_allocation_moment.py": "c632527ecf092f013862660dbd7f52b599a50b321a8aa88ddc45af0547e79cb5", + "tools/build_edits.py": "7292e18bbbcd2fabc87ed423e3d5d648d03709d0a061563087786ad0d57fb832", + "tools/build_overlay.py": "9d98ace9bffb37aeebd05b93ed386f73e6eee169d960e4956cf14a66e6852140", + "tools/derive_adapters.py": "5c06828151cd230add3e328b42dda72c4a2ed1075bd2902f38ee28727870bc84", + "tools/relax.py": "0fed1c56b50a2e6d44deeeb6db0f1c7e1f71b86d1747130e1a9202216249a728", + "tools/relax_exact.py": "baf1855d6095c951a90d19a0d8094bd33290519940b732e2b758c5647830f044", + "tools/root.py": "55f5aca39b5ee2fe4687ac8863e6c24569010f27a332883c069b8e14b8fe09e3", + "tools/wordedit.py": "cae8ae0f5d7fb3387ec6922fe966068aae05e3a6d3586830d4361b650cfb3617", + "vendor/audit_local.py": "a38940094f7d19cd6376aafdd4734fa68eabc9aff4c98c3c4a3e9540328b1c90", + "vendor/declared_rewrites.py": "2509f1335e47543f8814b42d6bf83032b30c5899b4f7cc62a6adc03f5138ae13", + "vendor/preload_move.py": "c8fda4674644fcd5cbf39b6645ce148a21daa90a998b678cbe51f970b78b0044", + "verify.py": "5c6bdd35c81d9a2b3a12e020874a5d32e8b0783a3c35bff7a28d070586003401", + "verify_manifest.py": "723d726dbbe5b65a49caecae0f1aab664a1413fb639abfd3e826a5a538e14e5b", + "verify_release.py": "812c963df6434a370d1e8031af8d8d8e8acd1ae4ab36124edbbd8e3106ae86cf" +} diff --git a/research/rank7-restore-carrier-skips/NOTICE b/research/rank7-restore-carrier-skips/NOTICE new file mode 100644 index 0000000000..89c20926ea --- /dev/null +++ b/research/rank7-restore-carrier-skips/NOTICE @@ -0,0 +1,28 @@ +research/rank7-joint-endframes +Copyright 2026 Marius-Paul Dumitrean. Licensed under the Apache License, Version 2.0. +Prepared with substantial AI assistance (Anthropic Claude, via Claude Code). + +This package retains, byte-identical, Apache-2.0 files from: PR #2942 (Marius-Paul Dumitrean, head +a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf, research/paired-extension-normal45): data/PARENT-base.json.gz and +data/PARENT-extra.json.gz (its data/WORD-*.json.gz), comparators/PR2942-CLAIM.json and tools/wordedit.py; PR #2917 +(Mason Hale, head 224bd5e56041c40078ff6b5fa7393733a215de5c, research/paired-helper-extension): structure.py (Jeremy +Diviney's PR2908 two-sided certificate checker), vendor/audit_local.py (PR2833's independent exact auditor, icekylinx +attribution), vendor/preload_move.py (Jeremy Kothe's PR2894 frame accounting and cleanup), allocation/ORDER.json, +allocation/DISPATCH.json and allocation/vendor/ (independent_owners.py: Tekalign's independent owner checker as vendored +by PR2839/PR2917; PLAN.json.gz, TEMPLATE.json.gz); PR #2957 (Jeremy Kothe, head b74b25f3ccc84c16e1a801d73b2f47e5ea764c78, +research/paired-extension-cap-fill-swaps): vendor/declared_rewrites.py (the pure applier of the fourteen declared +rewrites) and comparators/PR2957-CLAIM.json; PR #2966 (Jeremy Kothe, head e62d3eb9005117d82a9babcfa937ecc53237c490, +research/paired-extension-normal45-rewrites): comparators/PR2966-CLAIM.json; PR #2969 (Dugongue, head +e2ca469b08385d3d5e29a918d66dbefaf889e9f3, research/paired-swap-normal45): allocation/baseline/ (its CLAIM.json and its +allocation ORDER.json and PROFILE.json); and PR #2930 (head 81f3b5d12977eba09e06fbff729167d59faabe90): tools/relax.py, +tools/root.py, tools/relax_exact.py. +data/REWRITES-2957.json is Jeremy Kothe's PR2957 rewrite list, re-addressed to this package's stage-2 word with exact +preimages (every entry keeps a credit field). producer.py follows PR2917's producer.py (Mason Hale) for its paired steps; +verify.py, check_allocation.py, check_cap.py, run_registered.py and reproduce.py adapt our PR2942 versions of PR2917's and +PR2930's; tools/audit_allocation_moment.py is PR2917's exact moment auditor with only its authenticated baseline changed (to +the PR2969 headline); tools/derive_adapters.py generalizes PR2917's adapter derivation (PR2908, Jeremy Diviney); +tools/build_overlay.py follows the overlay conventions of PR2908's and PR2917's builders. construction/allocation/ retains +the flow model of PR2857/PR2843 (Yiyang Lu, Marius-Paul Dumitrean) as adapted for this allocation. All original notices of +the exported predecessor packages remain in force. + +Derived work (Apache-2.0): this package (`research/rank7-restore-carrier-skips`) builds on PR #2979 (Marius-Paul Dumitrean, head be191346, research/rank7-joint-endframes) and PR #3015 (Jeremy Kothe, jeremykothe2, research/rank7-joint-endframes-restore-edit), retained byte-identical except for the files named in README.md, plus two declared restore edit blocks (`R1_E42` and `R2_E7` in `edits/EDITS.json` and `edits/FINAL-WORD-*.json.gz`) and their re-derived certificates and complete fresh-native admission and release receipts by dcharb78, with AI assistance. PR #2979's own evidence is kept under evidence/pr2979/. diff --git a/research/rank7-restore-carrier-skips/PINS.json b/research/rank7-restore-carrier-skips/PINS.json new file mode 100644 index 0000000000..4d65388245 --- /dev/null +++ b/research/rank7-restore-carrier-skips/PINS.json @@ -0,0 +1,38 @@ +{ + "certificates/RELAX-CAP.json": "ef10b3d6481155eb3cd6f4ce3c82a6919fc5b5bce285d26cef39621989f22d9f", + "certificates/RELAX-STAGES.json": "0e5ec700a191b668ba3d4b6d675f5c047d264b9a5109fc55fa92961b3fcb7d68", + "comparators/PR2942-CLAIM.json": "011aaac80ad79f7f29dc429a672441bb6b3c21a68bbcb34c7a0d5f943c3c3c2e", + "comparators/PR2957-CLAIM.json": "a93e6c9e94bc9bf5664b5e23506dda9647fad1930e1eede66d5ba9f3718b598a", + "comparators/PR2966-CLAIM.json": "4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a", + "comparators/PR2979-CLAIM.json": "436e0d297cbdf195445d3697d496ac675e95210b79e70ce602a6a6667a4c6ce9", + "construction/STAGE-PRICES.json": "dfb7d06724bf95367f3fdb398f4828fc70f803d23030bc0eee0b00541457f546", + "data/PARENT-base.json.gz": "54ca34c749e3228d7e2df3d8dbf7aa1568c2872490166997c5962f12fd03da35", + "data/PARENT-extra.json.gz": "eded756dfe8f411c3d1f80a3ac16516f0ea5dd6f9866728b2179b157630fa7b6", + "data/REWRITES-2957.json": "a37ade675876e4f5b00b33066c84f495fccd264863b7eb5d813837b1d01c3e7d", + "data/STAGE1-FRAME-EDITS.json": "5fbfce004330ebc1fbac8de264614fe295f1a074811b478db4892c3bc3852cd3", + "data/TRANSFORM-226.json": "1732a39728c068f9d663111c7876b4e0b96088f3dd3b8e6ff824551b5a711338", + "data/TRANSFORM-228.json": "82346e6a5173c4822e16b2dad06ca232111b6795a340079f9aceabe0098797c0", + "data/TRANSFORM-230.json": "8ad70d545695b5d2246fb9e09d46abcc1e42926c1161884f69b77f978a28f46d", + "data/TRANSFORM-363.json": "84d2a609739eb30d4d9356fb6f04b2ff32c8823a978d7a51db1ace1d6d2352cc", + "data/TRANSFORM-395.json": "065aa5d7713683942bc2156b543681857e33c6e2f30f32cba47e2cbb9d1bef69", + "data/WORD-base.json.gz": "abaf67bfcb257528658c906b612f57025617592bd7889828f92b97a5f4f4300d", + "data/WORD-extra.json.gz": "e0eaf64c4d5d324693d43889bce1b9e53e8da00402105c8c978fd102f208bed7", + "edits/EDITS.json": "ebffcc1e57e59439b9678ff8d9be518c457af22ce77235c2fdb46540ab9b9b79", + "edits/FINAL-WORD-base.json.gz": "7e98f6f2a6c9ce9e7e04b515bd8ce4a4a533ff05f01ea265be2a1a994695260e", + "edits/FINAL-WORD-extra.json.gz": "1396410de482883416fc7f534062ab005b484056b035fdcfa3b5cc065536ba35", + "edits/declared_edits.py": "d3e49b844e9522808a439d505487839addbd957c7d1055bb57fa00e32cbba7b8", + "edits/edits_review.py": "41734b21dfef4fe9c0917e6afcfb2d0652a4a55583f9cbc300af0ffc275af28c", + "producer.py": "d4577cee26314b36b59723cc68df9b8895b22449cc15807c95f325f555c4da3a", + "structure.py": "83f63b6d9a1a543ecfa2c98d479dbe4e7a1c3caf6fd1c3566123308efbc32e96", + "tools/audit_allocation_moment.py": "c632527ecf092f013862660dbd7f52b599a50b321a8aa88ddc45af0547e79cb5", + "tools/build_edits.py": "7292e18bbbcd2fabc87ed423e3d5d648d03709d0a061563087786ad0d57fb832", + "tools/build_overlay.py": "9d98ace9bffb37aeebd05b93ed386f73e6eee169d960e4956cf14a66e6852140", + "tools/derive_adapters.py": "5c06828151cd230add3e328b42dda72c4a2ed1075bd2902f38ee28727870bc84", + "tools/relax.py": "0fed1c56b50a2e6d44deeeb6db0f1c7e1f71b86d1747130e1a9202216249a728", + "tools/relax_exact.py": "baf1855d6095c951a90d19a0d8094bd33290519940b732e2b758c5647830f044", + "tools/root.py": "55f5aca39b5ee2fe4687ac8863e6c24569010f27a332883c069b8e14b8fe09e3", + "tools/wordedit.py": "cae8ae0f5d7fb3387ec6922fe966068aae05e3a6d3586830d4361b650cfb3617", + "vendor/audit_local.py": "a38940094f7d19cd6376aafdd4734fa68eabc9aff4c98c3c4a3e9540328b1c90", + "vendor/declared_rewrites.py": "2509f1335e47543f8814b42d6bf83032b30c5899b4f7cc62a6adc03f5138ae13", + "vendor/preload_move.py": "c8fda4674644fcd5cbf39b6645ce148a21daa90a998b678cbe51f970b78b0044" +} diff --git a/research/rank7-restore-carrier-skips/README.md b/research/rank7-restore-carrier-skips/README.md new file mode 100644 index 0000000000..0cbfc50459 --- /dev/null +++ b/research/rank7-restore-carrier-skips/README.md @@ -0,0 +1,330 @@ +# Six restore carrier/pivot skips on PR #2979's words: conditional κ = 0.001729736166387915986812 − 10⁻⁴⁶ − 10⁻⁷⁰ + +**Credit first: PR #2979 (mdumitrean, Marius-Paul Dumitrean) is the base, and PR #3015 (jeremykothe2, Jeremy Kothe) introduced the declared restore-edit stage (`edits/`, `tools/build_edits.py`, `edits/edits_review.py`) and edit R1.** PR #2979's words (joint rank-7 end frames of 22 restored helpers, five further paired extractions at normals 42 and 7, PR #2957's fourteen rewrites), its literal T74 allocation (fill, order, dispatch), its cap machinery, producer, checkers and replay are used unchanged except as listed below; it builds on PR #2969 (Dugongue), PR #2966 / #2957 / #2948 (Jeremy Kothe), PR #2942, #2930 (mdumitrean), #2917 (mason-hale) and #2908 (jeremydiviney). **New here (dcharb78, with AI assistance, extending Jeremy Kothe's PR #3015 declared-edit stage)**: two declared restore edit blocks (`R1_E42` at `restore[162:188]` across the normal-42 pivot blocks `226, 228, 230` and `R2_E7` at `restore[190:203]` across the normal-7 pivot blocks `363, 395`) that route pivot transfers through partner carriers (`369` at `E_42` for `63` and `54`, `450` at `W_A ⊂ E_42` for `40`, and `363` at `E_7` for `22`, `73` and `5`, with identical net free-operator action and frames re-solved), enabling **six registers (`63, 54, 40, 22, 73, 5`) to skip their intermediate rank-8 hyperplane (`E_42` or `E_7`) and climb directly `7 → 9`**, lowering the paid local frame bill by **29,826 units per call** (`−12 H1 + 6 H2` per call, `6×` PR #3015's gain). The independent reviewer (`edits/edits_review.py`) applies the pure applier, runs the inherited exact auditor (forward and dual, 632 inputs) and rejects **11 tamper controls per word** (dropped new gate or flipped coefficient per edit block, old frames not re-solved, frame below bound, unedited restore, stale cleanup, stale claimed profile). + +```text +Status / UTC update / priority revision: DONE (conditional candidate) · 2026-10-16 +Concrete question and changed premise: PR #2979's words are the leading merged record, and PR #3015 showed that routing pivot 230 + through carrier 61 lets register 63 skip E_42 (−2 H1 + 1 H2 per call). Can partner/pivot carrier routing across all five stage-2 + normal-42 and normal-7 restore blocks let additional registers skip their intermediate rank-8 hyperplane at unchanged width + inventory and buffer count? +Established result and evidence status: yes, six skips across two declared edit blocks (R1_E42 on restore[162:188] for registers + 63, 54, 40 and R2_E7 on restore[190:203] for registers 22, 73, 5) move the local profile per call from PR #2979's + {1:2445, 2:706, 3:232, 4:108, 5:18, 8:8} (and PR #3015's {1:2443, 2:707, 3:232, 4:108, 5:18, 8:8}) to + {1:2433, 2:712, 3:232, 4:108, 5:18, 8:8} (same inventory {4:26, 5:2, 6:16, 7:52, 8:99, 9:213}, same 91 buffers). + PR #2979's literal allocation is unchanged and stays valid; its complete paid profile is re-derived. The complete fresh-native + admission and the modern outer release pass: κ = 0.001729736166387915986812 − 10⁻⁴⁶ − 10⁻⁷⁰, ≈ 7.022e-7 above PR #2979 + (head be191346), ≈ 5.852e-7 above PR #3015, and ≈ 5.701e-6 above PR #2969. Author-checked (AI-assisted); not maintainer-reviewed. +Public artifact URL + exact commit: this package (see the PR). +Next useful task: re-pairing B-phase outputs around normal-45/normal-42 pivots or integral packing at a multiple of T where cap counts are integral. +Active claim / expiry: released. +``` + +## Result + +| | κ (headline; each − 10⁻⁴⁶ − 10⁻⁷⁰) | local profile per call | complete paid profile (T74) | +|---|---|---|---| +| PR #2979 (base, `main`) | 0.001729033982646513517717 | {1:2445, 2:706, 3:232, 4:108, 5:18, 8:8} | {1:1645680, 2:470196, 3:159468, 4:71928, 5:13716, 8:5328, 48:28190} | +| PR #3015 (1 skip: `63`) | 0.001729150973534224428695 | {1:2443, 2:707, 3:232, 4:108, 5:18, 8:8} | {1:1644348, 2:470862, 3:159468, 4:71928, 5:13716, 8:5328, 48:28190} | +| **this package (6 skips: `63, 54, 40, 22, 73, 5`)** | **0.001729736166387915986812** | **{1:2433, 2:712, 3:232, 4:108, 5:18, 8:8}** | **{1:1637688, 2:474192, 3:159468, 4:71928, 5:13716, 8:5328, 48:28190}** | + +Paid profile = old − 666·old_local + 666·new_local (`paid[1] -= 7992, paid[2] += 3996`); the idle children (`allocation/FILL.json.gz`, `ORDER.json`, `DISPATCH.json`) are PR #2979's +byte-for-byte because `R1_E42` and `R2_E7` keep every helper width. Fractional cap of the inventory: `[0.001729737950064278551242, …]`; the literal root is +`1.7837e-9` below it, as for PR #2979 (`check_cap.py`, `certificates/RELAX-CAP.json` re-derived for the new local profile). The words +that ship are `edits/FINAL-WORD-{base,extra}.json.gz`; `data/WORD-*.json.gz` are PR #2979's and remain the producer's checked +intermediate. Gains (exact, from `check_cap.py`): `+7.02183741402469095e-7` over PR #2979, `+5.700941639811108262e-6` over PR #2969, `+5.7018938644638094e-6` over PR #2966, `+6.018751317177815841e-6` over PR #2957 and `+6.919846524701658816e-6` over PR #2942 (`comparators/`). + +## The six carrier/pivot hyperplane skips (`R1_E42` and `R2_E7`) + +In PR #2979's stage-2 paired extractions at normal 42 (pivots `226, 228, 230` in `restore[162:188]`) and normal 7 (pivots `363, 395` in `restore[190:203]`), each output gate `t += c * p` is placed at `E_n`, forcing target `t` to step `7 → 8 (E_n) → 9` (`2 H1`, cost `2 * c1 = 4,233,342` units) whenever `t`'s previous frame is a rank-7 subspace not contained in `E_n` and `t` is immediately read at rank 9 in `restore[203:]`. Routing the pivot contribution through a carrier `u` that is *already* at `E_n` (or at a rank-7 subspace `W_A ⊂ E_42`) via the exact conjugation `u += α*p; t += β*u; u -= α*p` (or merging proportional pivot profiles when `t` and `u` share all three pivots `226, 228, 230` or both pivots `363, 395`) lets `t += β*u` execute at rank 9 while `u ∓= α*p` executes at `E_n` (or `W_A`), so `t` skips `E_n` and climbs directly `7 → 9` (`1 H2`, cost `c2 = 4,228,346` units, saving `2*c1 - c2 = 4,996` units per skip): + +1. **`R1_E42` (`restore[162:188]`, 26 gates → 29 gates, −14,888 units/call, −6 H1 + 3 H2):** + - **Registers `63` and `54` via carrier `369` (at `E_42`):** `63`, `54`, and `369` each receive proportional contributions `(1 : 1 : −4)` from pivots `(226, 228, 230)` (`63` has `−2*(226+228−4*230)`, `54` has `+2*(226+228−4*230)`, `369` has `−4*(226+228−4*230)`). Using `369` (whose previous frame is already `E_42`) as the shared carrier after `369`'s three pivot gates eliminates the six `E_42` gates on `63` and `54` in favor of two rank-9 gates `63 += 257*369` and `54 += 255*369` (saving `4,996 * 2 = 9,992` units). + - **Register `40` via carrier `450` (at `W_A ⊂ E_42`):** `40` receives `2*226 + 4*228 + 4*230`. Conjugating through `450` (which is at group A's rank-7 subspace `W_A ⊂ E_42`) shifts `450`'s existing `228` gate from `254` to `252` at `W_A`, adds `450 += 255*226` and `450 += 254*230` at `E_42`, and performs `40 += 254*450` at rank 9 (Then uncomputing on `450` at `E_42`), so `40` skips `E_42` (`7 → 9`, net saving `4,896` units after `450`'s `W_A → E_42` step). +2. **`R2_E7` (`restore[190:203]`, 13 gates → 14 gates, −14,938 units/call, −6 H1 + 3 H2):** + - **Register `22` via carrier `19` (at `E_7`):** `22` and `19` receive identical contributions `+4*363 + 4*395` at `E_7`, and `19` is already at `E_7` from the normal-45 block. Routing `22` through `19` after `19`'s two `E_7` gates (`22 += 1*19` at rank 9, then subtracting `19`'s pre-existing component via `96` at rank 9) lets `22` skip `E_7` (`7 → 9`, saving `4,996` units). + - **Registers `73` and `5` via pivot `363` as self-carrier (at `E_7`):** `73` receives `4*363 + 252*395 = 4*(363 − 395)` and `5` receives `252*363 + 4*395 = −4*(363 − 395)`. Because pivot `363` is a restored helper whose own final frame is `E_7`, we temporarily fold `395` into `363` at `E_7` (`363 += 255*395`), update `73 += 4*363` and `5 += 252*363` at rank 9, and restore `363 += 1*395` at `E_7` so `363` still ends cleanly at `E_7`! Both `73` and `5` skip `E_7` (`7 → 9`, saving `9,942` units). + +## Verification + +`run_registered.py` (bounded): pins; PR #2979's `verify.py` (producer rebuild, three-stage replay, controls); the edit review above (`PASS_INDEPENDENT_EDIT_REVIEW {'base': 11, 'extra': 11}`); +`check_allocation.py` on the edited words (literal owners, five controls, exact moment); `check_cap.py`; binding of the stored +overlay, edit, native, admission and release receipts in `evidence/` to the exact words, allocation and claim. +`reproduce.py` is PR #2979's with PR #3015's `declared-edit-stage` after `rank7-overlay-stage` (manifest `130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17`, derived from +PR #2979's overlay `751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80`) and a text-write LF adapter; `verify_release.py` +gates the exact κ against PR2827 … PR2979. `evidence/` holds our complete `reproduce.py` run on macOS arm64 (authenticated retained cache; fresh native chains, admission and release), ending `PASS_RANK7_EDITS_COMPLETE_REPLAY`; PR #2979's own +evidence is kept in `evidence/pr2979/`. + +## Base package README (PR #2979, mdumitrean) + +```text +Status / UTC update / priority revision: DONE (conditional candidate) · 2026-10-16 · priority revision 5 · base main 484a8ade +Concrete question and changed premise: the fill layer of PR2942's words with PR2957's rewrites is exhausted (PR2969 attains + their packing cap), so a gain must change the words. Paired extraction restores helpers at rank-8 hyperplanes, and every + further extraction on PR2942's words is below break-even. Can restored helpers end one dimension lower (at shared rank-7 + subspaces), and does that make further extractions profitable? +Established result and evidence status: yes. Lowering the end frames of 22 restored helpers jointly, in five groups that + each share one rank-7 subspace (frame-only), pays where every single lowering loses; it makes five further paired + extractions profitable (normal 42: 226, 228, 230; normal 7: 363, 395); Jeremy Kothe's fourteen PR2957 rewrites compose + exactly on top. With a new literal T74 allocation, the complete fresh-native admission and modern outer release pass: + κ = 0.001729033982646513517717 − 10⁻⁴⁶ − 10⁻⁷⁰, exactly 4998757898408639167/10²⁴ ≈ 4.9988e-6 above PR2969 + (Dugongue, head e2ca469b) and ≈ 4.9997e-6 above PR2966. Author-checked (AI-assisted); not maintainer-reviewed. +Public artifact URL + exact commit: this package (see the PR). +Next useful task: census of one-dimension lowerings of the five new pivots and their partners; normals 25/52 with other pivots. +Active claim / expiry: released. +``` + +## Result + +| | κ (headline; each − 10⁻⁴⁶ − 10⁻⁷⁰) | local profile per call | width inventory | private buffers | +|---|---|---|---|---:| +| PR #2942 (our four normal-45 extractions) | 0.001722816319863214327996 | {1:2434, 2:632, 3:286, 4:104, 5:26, 8:8} | {4:26, 5:2, 7:62, 8:100, 9:218} | 86 | +| PR #2957 (Jeremy Kothe; PR2917 words + 14 rewrites) | 0.001723717415070738170971 | {1:2412, 2:636, 3:276, 4:116, 5:26, 8:8} | {4:26, 5:2, 7:62, 8:96, 9:222} | 82 | +| PR #2966 (Jeremy Kothe; PR2942 words + 14 rewrites) | 0.001724034272523452177412 | {1:2430, 2:628, 3:282, 4:110, 5:26, 8:8} | {4:26, 5:2, 7:62, 8:100, 9:218} | 86 | +| PR #2969 (Dugongue; same words at T370, outer release pending) | 0.00172403522474810487855 | same as PR2966 | same | 86 | +| **this package** | **0.001729033982646513517717** | **{1:2445, 2:706, 3:232, 4:108, 5:18, 8:8}** | **{4:26, 5:2, 6:16, 7:52, 8:99, 9:213}** | **91** | + +Exact gains of the headline: over PR2969 `4998757898408639167/10²⁴` ≈ **4.9988e-6** (0.290%); over PR2966 +`999942024612268061/(2·10²³)` ≈ 4.9997e-6; over PR2957 `2658283787887673373/(5·10²³)` ≈ 5.3166e-6; over PR2942 +`6217662783299189721/10²⁴` ≈ 6.2177e-6 (`check_cap.py` recomputes all four from the pinned CLAIM.json files). The complete +paid profile (T74, PR2917's chronology, ORDER/DISPATCH byte-identical) is {1:1645680, 2:470196, 3:159468, 4:71928, +5:13716, 8:5328, 48:28190}. Physical stock 66,304 + 408 + 8 + 91 + 2 = **66,813**; 632 independent inputs, 408 live helpers, +271,728 helper roles. PR2969's kappa is a moment nomination whose outer release is pending; this package's admission uses +it as the pinned comparator and its T370 ORDER/PROFILE as the moment baseline, and passes the complete release itself. + +## The three stages + +| stage | change (both providers, one declared record each) | local profile after | inventory after | buffers | literal price (units) | freed width units | margin | fixed-capacity cap | +|---|---|---|---|---:|---:|---:|---:|---| +| parent | PR2942's words | {1:2434, 2:632, 3:286, 4:104, 5:26, 8:8} | {7:62, 8:100, 9:218} | 86 | | | | 0.0017228172707 | +| 1 | 22 end frames lowered to five shared rank-7 subspaces; 139 gate frames (B 60, restore 79), each one dimension lower | {1:2430, 2:722, 3:236, 4:102, 5:18, 8:8} | {6:16, 7:52, 8:94, 9:218} | 86 | −46,150,994 | 22 | +142,394 | 0.0017262265796 | +| 2 | five paired extractions (normal 42: 226, 228, 230; normal 7: 363, 395), one declared frame change | {1:2449, 2:710, 3:236, 4:102, 5:18, 8:8} | {6:16, 7:52, 8:99, 9:213} | 91 | −10,523,403 | 5 | +66,903 | 0.0017278107473 | +| 3 | Jeremy Kothe's fourteen PR2957 rewrites, re-addressed with exact preimages | {1:2445, 2:706, 3:232, 4:108, 5:18, 8:8} | unchanged | 91 | −52,350 | 0 | +52,350 | 0.0017290357649 | + +(`4:26, 5:2` are unchanged throughout.) Prices are the certified frame solver's integer local costs in units of 2⁻⁴⁰ at the +base saving b ≈ 0.0017037 (c1 = 2,116,671, c2 = 4,228,346, c3 = 6,338,140, c4 = 8,446,713, c5 = 10,554,378); `verify.py` +recomputes every literal stage price from the frame-report profiles. Each lowered or extracted helper saves c1 locally (one +rank less in its end climb) and frees one width unit, which costs about 2,091,300 units of idle rank in the packing at +fixed capacity (the break-even); margins are −price − k × 2,091,300, so each helper may spend at most about **25,371 +units** on its partners. The caps are exact (`check_cap.py`, fixed-capacity +fractional relaxation, Fractions-only certificates for the parent and every stage). + +### Stage 1: why single rank-7 lowerings lose and joint lowering pays + +A restored helper `h` (one whose end frame is a declared `helper_final`, with its own private cleanup buffer) can end at +a smaller subspace W if every gate touching `h` has its frame inside W. Lowering `h` by one dimension saves one rank of its +end climb, but the gates touching `h` are mostly restore gates that it shares with other registers (its *partners*); their +frames must drop into W too, and the partners pay to climb back. A necessary condition is that W contain `L_h`, the solver's +lower bound at `h`'s last vertex; over all 86 restored helpers exactly 20 (end dimension 8, `L_h` of dimension 7, so +W = `L_h`) plus PR2942's four normal-45 pivots qualify, and no helper has room for two dimensions. + +Priced alone, every one of the 24 candidates is below break-even. But helpers whose `L_h` coincide share their partners, +and the partners drop into W **once** for the whole group: the overhead is paid once and the saving k times. Five groups +pay (helpers 586 and 588, each alone at its own W, stay at −3,345 and are not used): + +| group | shared rank-7 subspace W | helpers (width change) | single lowerings, margin each | joint price | joint margin | +|---|---|---|---|---:|---:| +| V45 | ⟨256, 128, 64, 35, 16, 11, 5⟩ = E_7 ∩ E_42 ∩ E_45 | 249, 251, 265, 267 (PR2942's pivots, 8 → 7) | −53,141 each | −8,388,172 | **+22,972** | +| A | ⟨256, 128, 64, 38, 20, 10, 1⟩ ⊂ E_30 | 331 (PR2917's step 4, 8 → 7); 450, 451, 508, 509 (entering, 7 → 6) | 331: −58,943; 450: −19,901; 451: −14,905; 508, 509: −21,782 | −10,499,041 | **+42,541** | +| B | ⟨256, 128, 64, 34, 17, 11, 4⟩ ⊂ E_51 | 299 (PR2917's step 5, 8 → 7); 448, 449, 484, 485 (7 → 6) | 299: −58,943; 448, 449: −14,905; 484, 485: −21,782 | −10,499,041 | **+42,541** | +| C | ⟨256, 128, 64, 32, 19, 11, 6⟩ | 452, 453, 532, 533 (entering, 7 → 6) | 453: −14,905; 452, 532, 533: −16,786 | −8,382,370 | **+17,170** | +| D | ⟨256, 128, 64, 37, 21, 8, 3⟩ | 454, 455, 556, 557 (entering, 7 → 6) | 454: −14,905; 455, 556, 557: −16,786 | −8,382,370 | **+17,170** | + +The groups are independent (every pairwise union prices exactly as the sum), the four V45 subsets climb monotonically +(−53,141 / −27,770 / −2,399 / +22,972 for one to four helpers), and leaving any one helper out of its group costs +23,490 to 25,371 units, so every member contributes. The stage changes no gate, scalar, operator, entrance or cleanup: +only 22 `helper_final` entries (each new end frame a hyperplane of the old one, all equal to their group's W) and 139 gate +frames (each a hyperplane of the old frame). These prices are search-time evidence (`construction/STAGE-PRICES.json`); +`verify.py` checks them against the literal words: the five joint prices sum exactly to the literal stage-1 price +−46,150,994, and one control per group keeps a single helper lowered on top of the group's partner frames, which is a valid +word but fails the joint claim (margins −53,141 for V45 and −58,943 for A–D against the joint +22,972 … +42,541). + +### Stage 2: how the lowered partners make five more extractions profitable + +On PR2942's words no rank-8 paired extraction clears break-even (best −29,645 at normals 486/504; normals 7 and 42 at +−68,935 and −86,879). Stage 1 moves the U12 partners of normal 45 into V45 ⊂ E_7 ∩ E_42 and the group partners into the +W's, so they become cheap or free partners for new rank-8 directions: on the stage-1 word the exact composition pricing +gives normal 7 +30,758 (k = 2, pivots 363, 395), normal 42 +26,153 (k = 3; realized +36,145), and normals 25 and 52 ++20,766 each (25 reuses pivot 363 and 52 pivot 395). The shipped composition is normal 42 three times, then normal 7 twice, each step a +PR2908/PR2917 paired extraction (input gates at frame zero after the prelude, output gates at E_n appended to restore, +compensation C·S, one more private zero buffer) with PR2908's exact two-sided certificate: + +| step | normal | pivot | inputs / outputs | frame changes | price | margin vs break-even | +|---:|---:|---:|---|---:|---:|---:| +| 1 | 42 | 226 | 20 / 6 | 0 | −2,101,683 | +10,383 | +| 2 | 42 | 228 | 16 / 7 | 1 (its first output gate drops from E_42 into group A's W) | −2,106,679 | +15,379 | +| 3 | 42 | 230 | 54 / 15 | 0 | −2,101,683 | +10,383 | +| 4 | 7 | 363 | 28 / 6 | 0 | −2,106,679 | +15,379 | +| 5 | 7 | 395 | 21 / 7 | 0 | −2,106,679 | +15,379 | + +After stage 2, normals 7, 42 and 52 have pairing rank 0 and normal 25's best is −34,529: the lever is exhausted for these +normals on the final word. + +### Stage 3: PR2957's rewrites, composed exactly + +Jeremy Kothe's fourteen declared rewrites (R-retime ×4, A3779-cut-start-read, PM-carrier-lender-entry ×2, +B-carrier-retime ×2, A-commuting-swap ×5) all apply to the stage-2 word with exact preimages after re-addressing A indices +by +261 versus PR2917 (our 122-gate and 139-gate input blocks; the A84 insertion lands after both); stage 1's B and +restore frame refits touch none of their preimages. `data/REWRITES-2957.json` is that re-addressed list (each entry keeps +its credit), applied by PR2957's own pure applier, vendored byte-identical (`vendor/declared_rewrites.py`, called with +`check_declared=False` because its declared profile is PR2917's). The certified delta is −52,350 = the sum of the singles, +exactly as on PR2917's and PR2942's words: no interaction with stages 1 and 2. PR2966 and PR2969 composed the same +fourteen rewrites with PR2942's words; here they are composed with the stage-2 word. + +### The fresh 9 → 7 route is an exact negative + +A 7-dimensional V ⊂ F₂⁹ lies in exactly three hyperplanes E_n1, E_n2, E_n1⊕n2 (its annihilator is {0, n1, n2, n1⊕n2}), and +the admissible pairing at V restricts the pairing at each of them, so a fresh helper can pair at V only if all three +normals pair. Over all 43,435 rank-7 subspaces: on PR2942's words (and on the stage-1 word) no pairing triple closes under +xor, so no fresh rank-7 extraction exists; on PR2917's words the single live V is V45 itself, with prank 4, which is +exactly normal 45's structure (realized here as PR2942 plus the V45 group: −8,378,128 − 8,388,172 = −16,766,300, the 9 → 7 +identity's prediction). On the PR2894 parent the census reproduces RossRichardson's PR2918 obstruction exactly +(at E7 = ⟨256, 128, 66, 36, 22, 8, 1⟩: R = {105, 307, 309, 314, 369, 371, 373, 378, 408, 572, 573}, |H| = 226, +dimA = dimB = 0). Rank-7 ends are therefore reachable only by lowering already restored helpers, which is stage 1. + +## Packing the changed inventory + +The fixed-capacity fractional relaxation of {4:26, 5:2, 6:16, 7:52, 8:99, 9:213} with local profile {1:2445, 2:706, 3:232, +4:108, 5:18, 8:8} has a 10-pattern optimal basis over all 2,551 patterns: per replica [8]×672, [7,9]×1757/4, +[7,8,8,9]×115/4, [8,8]×35/4, [6,8,9,9]×144, [4,9,9,9]×234, [9⁵]×1341/20, [9,9,9]×93/4, [5,9,9,9]×18 and []×7619/20; +cap ∈ [0.001729035764875516181444, 0.0017290357648755161814441]. The basis is fractional at T74, and the cap-level integer +mixes are not schedulable on the chronology: over calls 45..332 of the T37 chronology that PR2917's T74 order interleaves +twice, the width-7 roles (52 × 288 = 14,976) need distinct cap-16 bins in those mixes but only 13,440 cap-16 bins are open +(an interval Hall condition), so at least 1,536 width-7 roles must sit in cap-32 bins. A moment-preserving swap on a +degenerate face of the optimum, [7,8,8,9]@32 + [7,9]@16 → [8,8]@16 + [7,7,9,9]@32, applied 1,063 times to the T37 +all-pattern integer mix, satisfies that condition at no moment cost (building on themilkman216's observation about the T +at which these caps become integral and on PR2930's flow fill). PR2857's chronological flow model (CP-SAT, one worker, seed +1, optimal in 153 s; `construction/allocation/`) realizes the mix on the T37 chronology, and PR2917's exact interleaving +doubles it onto its T74 order. The literal root is **1.782e-9 below the cap** (integrality only); `check_cap.py` records +the exact gap. No optimality of the literal fill among integral allocations is claimed. + +Provenance (not entry points): `construction/STAGE-PRICES.json` holds the search-time prices quoted above; +`construction/search/` the census and realization scripts as executed (they import the round's certified frame-solver +harness, which is not shipped); `construction/records/` the derivation of `data/` from the realized words (per-step frame +changes, re-addressed rewrites); `construction/allocation/` the flow model run and the face-move mix. Scratch paths are +replaced by placeholders. + +## Verification + +**Registered, bounded** (`run_registered.py`, standard library, about one minute): +- complete package pins; +- `verify.py`: `producer.py` rebuilds both WORD files and every intermediate stage word from PARENT (PR2942's words, + byte-identical) and the declared records; stage 1: every lowered end frame is a hyperplane of the old one and equals its + group's W, every gate touching a lowered helper lies in W (326 gates), no gate or scalar changes, the cleanup is + unchanged; stage 2: PR2908/PR2917's unchanged `structure.py` checks the seven two-sided identities over the exact free + operator algebra at every step and for both providers; stage 3: PR2957's vendored applier with report and cleanup + re-derived and compared; PR2833's unchanged auditor replays every stage word and both final words forward and dual over + all 632 inputs (`PASS_INDEPENDENT_EXACT_BORROWING_WORD`, 91 restored endpoints and buffers at the end); `frame_report` + equals each word's report; **86 semantic controls** are rejected (stage 1, per provider: one helper of each group lowered + alone (fails the joint claim, priced below break-even), a wrong rank-7 subspace, an omitted gate frame edit, an omitted + partner frame edit, a stale report, a widened end frame; stage 2, per step and provider: drop an input gate and flip an + output coefficient (rejected by the auditor and by the certificate), the output change on a wrong hyperplane, a stale + cleanup, a stale compensation, and the omitted frame change of step 2; stage 3, per provider: a rewrite's deletion + removed, its insertion dropped, a transported coefficient flipped, a stale preimage (rejected by the applier), unshifted + warp positions, a stale cleanup, an unresolved swap frame); the overlay producer `tools/wordedit.py` round-trips + PARENT → WORD; +- `check_allocation.py`: the vendored PR2839 owner engine on the new allocation (271,728 roles, six width classes, windows, + same-call families, capacities, complete profile, physical 66,813) with five rejection controls, and PR2917's exact dyadic + moment auditor with its authenticated baseline re-pinned to the PR2969 headline (strict gain); +- `check_cap.py`: Fractions-only cap certificates of the parent and of every stage (each stage raises the cap), the literal + profile's completeness and its exact gap to the final cap, four controls, and exact gains over PR2969, PR2966, PR2957 + and PR2942; +- binding of the stored overlay, native, admission and release receipts in `evidence/` to the exact words, allocation and claim. + +**Complete replay** (`reproduce.py`): exact Git exports of PR2908 (51309592), PR2917 (224bd5e5), PR2942 (a027b0f6), PR2957 +(b74b25f3), PR2966 (e62d3eb9) and PR2969 (e2ca469b), and through them PR2894 (18d03c44) and PR2833 (e9307b48); fresh retained +bootstrap; PR2857's four-kernel stage, PR2894's preload stage, PR2908's paired stage and PR2917's extension stage, giving +PR2917's derived source (manifest 98d57c82, 632 files); then `tools/build_overlay.py` appends the stage +`rank7-joint-endframes`: the exact edit spec PR2917 word → this word (`tools/wordedit.py`, cleanup re-derived) is replayed +by the source's own `rebuild_borrow.py`, whose patched block now accepts inherited endpoints lowered to a subspace and warps +whose B positions move (both are new here), so every previous state stays in the audit chain (manifest 751b4636, 637 +files); closed adapters for 91 buffers whose admission control count is derived from the providers' width classes (139 +for six classes instead of PR2917's pinned 119 for five), with the PR2917, PR2966 and PR2969 headlines as pinned +comparators; fresh five-stage native chains for both providers; complete admission (owners, parent lift, rebind, +discovery, block norm, physical/prefix invoice, independent outer checks, and the release, which reruns the admitted +source's own verify.py and its 17-stage rebuild chain for both providers, ending with `rank7-joint-endframes`). + +The recorded run (`evidence/`) is a single invocation of this package's `reproduce.py --jobs 2` on macOS arm64, CPython +3.12.13 (numpy 2.4.5, scipy 1.16.1, sympy 1.14.0, mpmath 1.3.0, gmpy2 2.3.2, psutil 7.2.1): fresh retained bootstrap 311 s, +source stages including the overlay 3 s, fresh native chains for both providers 32 s, complete admission 287 s (release 221 +s), 635 s wall, ending `PASS_RANK7_JOINT_ENDFRAMES_COMPLETE_REPLAY`. The native receipt's "reused retained" fields refer to +the retained cache that the same run had just bootstrapped (`evidence/FULL-REPLAY-RESULT.json`: `fresh_retained_bootstrap: +true`). Hash-bound receipts are stored verbatim (they contain the run's absolute paths); logs under `evidence/logs/` have +paths replaced by placeholders. The run used a frozen copy of the package that is byte-identical to this one on every file +the replay executes or binds; only documentation was refined afterwards. + +```sh +# exact predecessor commits must be present locally (no network access during the replay) +git fetch https://github.com/CrocSwap/integer-mult-bounds.git \ + e2ca469b08385d3d5e29a918d66dbefaf889e9f3 e62d3eb9005117d82a9babcfa937ecc53237c490 \ + b74b25f3ccc84c16e1a801d73b2f47e5ea764c78 a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf \ + 224bd5e56041c40078ff6b5fa7393733a215de5c 51309592971e3b5be935599eed2a95404dc7781e \ + 18d03c447886895ef9abf888398178e0428533ca e9307b48d7d1b690939935ecef0f8e524e6d92f4 +python3.12 scripts/research_package.py --package research/rank7-joint-endframes +OPENBLAS_NUM_THREADS=1 OMP_NUM_THREADS=1 \ + python3.12 -B research/rank7-joint-endframes/reproduce.py --repo . --work /tmp/rank7-complete --jobs 2 +``` + +The complete replay needs Python 3.12 with numpy, scipy, sympy, mpmath, gmpy2 and psutil (versions of the recorded run in +`evidence/ENVIRONMENT.json`). `--retained DIR` reuses an authenticated retained cache instead of the fresh bootstrap. +For the local checks alone: `python3.12 -B research/rank7-joint-endframes/verify.py --work /tmp/rank7-local`. + +## Scope + +Conditional finite supplier and modern outer certificate, exactly as inherited by PR2917/PR2942; all inherited all-size, +compiler, hosting, precision and analytic hypotheses remain. No selected-frontier change, no unconditional multiplication +theorem and no independent human review is claimed. Stage 1 alone is a fixed-word change of helper terminal subspaces and +monotone frames, the class whose relaxation Gareth Davidson's #1995/#2013 bound on the selected k8 word; here it is applied +to restored paired-extraction helpers of a different word and composed with a changed scalar word (stages 2 and 3), and +the whole is admitted with its changed inventory, buffers and cleanup contract. Lowering helper ends to rank seven is not +new as such (`research/complex-rank7-end-pair`, `research/k8-rank7-composition` and the PR1090/PR1104 lineage do it on +other words); what is new here is the joint, shared-subspace lowering of restored paired-extraction helpers and its +effect on further extractions. The search and optimality statements are relative to the stated cost model and census +(lower-bound candidates for one-dimension lowerings; all 43,435 rank-7 subspaces for fresh extractions; the exact +composition pricing per normal), not impossibility results beyond it. No optimality of the literal fill among integral +allocations is claimed. + +## Open next questions + +Checked after packaging on the final word (local exact runs with the certified frame solver and #2833's auditor on both +providers; not part of this package's gates): + +- **The lowering/extraction iteration is at a fixed point.** A one-dimension lowering census over all 91 restored endpoints + (the five new pivots and every changed partner included) leaves slack only at 586 and 588, with different target + subspaces at -3,345 units each; no endpoint has two dimensions of slack. Normals 7, 42, 45 and 52 now have pairing rank 0; + the best rank-8 block at 25, 76, 82, 97, 127, 486 or 504 is -29,645 units against break-even; no rank-7 subspace has all + three normals paired. +- **Other stage-2 orders tie at best.** On the stage-1 word, the orders 42 then 7, 7 then 42, and 42 then 25 then 52 each + realize five extractions at +66,903; orders that start with normal 25 give +61,907 or +46,919. +- **Earlier levers re-checked on this word.** No hidden compensation quartet narrows (the 502-517 family is certified + infeasible at #2917's restore outputs and at the new normal-7 output `96 -= 4*395`); entering helpers can enter v but + not u or the pivot (best direction 2,137 units short); renaming the output carriers bounds at 16,196 units, but every + pivot's output support is unique and every transfer placement is infeasible or non-negative. A census of #2957's rewrite + classes (retimes, commuting moves, cut-start reads, restore-to-B and cross-cut moves, read merges and splits) on the new + input block, the new output gates, the stage-1 refits and every gate touching a lowered helper prices 5,893 candidates + per provider with no negative delta. + +Still open: + +1. **Re-pairing the B phase** around the normal-7 pivots (363 with 73, 395 with 5) so the output map can use free carriers. +2. **Input changes placed later in A** instead of right after the prelude (identities as in #2908, new compensation). +3. **Integral packing at the cap.** The cap basis is fractional at T74 (denominators 4 and 20); a direct T74 solve of the + 1.552e-9 mix ended UNKNOWN at 900 s twice, so a T at which the basic counts are integral (keeping the interval Hall + condition for width-7 roles) may close part of the remaining 1.8e-9. + +Details are in `TASK.json`. + +## Credit + +Jeremy Diviney (PR #2908) for the paired input/output extraction method, its compensation rule and `structure.py` +(vendored unchanged); Mason Hale (PR #2917) for the words under PR2942, the producer model stage 2 follows, the T74 +chronology, owner/moment checks, extension stage and adapter derivation; **Jeremy Kothe (PR #2957/#2948/#2966) for the +fourteen declared rewrites of stage 3 and their applier (`vendor/declared_rewrites.py`, vendored unchanged), composed here +exactly, as PR2966 did with our PR2942 words**, and for the supplier, frame accounting and inverse cleanup +(`vendor/preload_move.py`, PR #2894/#2833); Dugongue (PR #2969) for the PR2942 + PR2957 composition at T370 that is this +package's comparator and moment baseline, and for the PR2863/PR2839 owner-engine lineage; RossRichardson (PR #2918) for the +rank-seven isolation boundary our census reproduces; Yiyang Lu (PR #2857/#2848) for the flow model and realization used to +build the allocation; Tekalign for the independent owner checker; icekylinx for the exact auditor +(`vendor/audit_local.py`); themilkman216 for the cap/T observation the allocation builds on. See `CREDITS.md` and +`NOTICE`. New work by Marius-Paul Dumitrean, prepared with substantial AI assistance (Anthropic Claude, via Claude Code). +Apache-2.0. diff --git a/research/rank7-restore-carrier-skips/RELEASE.json b/research/rank7-restore-carrier-skips/RELEASE.json new file mode 100644 index 0000000000..3ee46d1da1 --- /dev/null +++ b/research/rank7-restore-carrier-skips/RELEASE.json @@ -0,0 +1,15 @@ +{ + "package_dir": "research/rank7-restore-carrier-skips", + "base": "origin/main", + "title_suffix": "six restore carrier/pivot skips (R1_E42, R2_E7) on PR2979's words and literal allocation", + "summary": "This package takes PR2979's (mdumitrean, Marius-Paul Dumitrean) words (joint rank-7 end frames, five further paired extractions, PR2957's fourteen rewrites on PR2942) and its literal T74 allocation as its base, together with PR3015's (jeremykothe2, Jeremy Kothe) declared restore-edit stage: fill, order, dispatch, helper widths and private-buffer count are unchanged. New here, by dcharb78, with AI assistance: two declared restore edit blocks (R1_E42 on restore[162:188] and R2_E7 on restore[190:203]) routing pivot transfers through partner carriers (369, 450, 19) and pivot 363 as self-carrier so six registers (63, 54, 40, 22, 73, 5) skip their intermediate rank-8 hyperplane (E_42 or E_7) and climb 7 -> 9 (-12 H1 + 6 H2 per call), with 11 tamper controls per word, re-derived paid profile and cap certificate, and complete fresh-native admission and release.", + "credits": "PR2979 (mdumitrean, Marius-Paul Dumitrean): the base, credited first: the words, the rank-7 overlay, the literal T74 allocation, the cap machinery and the checkers. PR3015 (Jeremy Kothe, jeremykothe2): the declared literal edit stage (edits/, tools/build_edits.py, edits/edits_review.py) and edit R1. PR2969 (Dugongue); PR2966 / PR2957 / PR2948 (Jeremy Kothe, jeremykothe2); PR2942 and PR2930 (mdumitrean); PR2917 (mason-hale); PR2908 (jeremydiviney); PR2894 (Jeremy Kothe); PR2863 (Dugongue); PR2857 / PR2848 (Lyy-iiis); PR2853 (philippeVV); PR2843 (mdumitrean); PR2839 / PR2827 / PR2824 (Dugongue); PR2833 (Jeremy Kothe) and the inherited lineage. Ours (dcharb78, with AI assistance): the two declared restore edit blocks R1_E42 and R2_E7 (six carrier/pivot hyperplane skips) and re-derived certificates and receipts.", + "required": [ + "verify_release.py", + "verify_manifest.py", + "CLAIM.json", + "reproduce.py", + "run_registered.py", + "MANIFEST.json" + ] +} diff --git a/research/rank7-restore-carrier-skips/SOURCES.json b/research/rank7-restore-carrier-skips/SOURCES.json new file mode 100644 index 0000000000..8a319a65c1 --- /dev/null +++ b/research/rank7-restore-carrier-skips/SOURCES.json @@ -0,0 +1,398 @@ +{ + "schema_version": 1, + "base_commit": "484a8adea580345a7c37d8ac772cedfd47bcde92", + "upstream_repository": "https://github.com/CrocSwap/integer-mult-bounds", + "files": [ + { + "path": "certificates/selected-result.json", + "usage": "provenance", + "git_blob": "b1fea0c94436b236cc2b7d41a7be032811b94c81", + "sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129" + }, + { + "path": "docs/research/agent-task-catalog.json", + "usage": "provenance", + "git_blob": "889b95d936746df124872133ae1e7cc339adcb92", + "sha256": "7d185cd8c2af35988d638d969748ad7b670f902606444dbfc748e4402c340df6" + } + ], + "retained_sources": [ + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-normal45/data/WORD-base.json.gz", + "package_path": "data/PARENT-base.json.gz", + "git_blob": "1ca8287d6ae5eb45d87db65b369be8d09ba692b2", + "sha256": "54ca34c749e3228d7e2df3d8dbf7aa1568c2872490166997c5962f12fd03da35", + "bytes": 70380, + "role": "PR2942 final base provider word (86 restored endpoints): the parent of the three stages" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-normal45/data/WORD-extra.json.gz", + "package_path": "data/PARENT-extra.json.gz", + "git_blob": "c39913ce24cbce4c841eabcc9b1e5a18e4ccc754", + "sha256": "eded756dfe8f411c3d1f80a3ac16516f0ea5dd6f9866728b2179b157630fa7b6", + "bytes": 70378, + "role": "PR2942 final extra provider word: the parent of the three stages" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-normal45/CLAIM.json", + "package_path": "comparators/PR2942-CLAIM.json", + "git_blob": "53d9edee7e8355f7e5dd5b0094462330da907846", + "sha256": "011aaac80ad79f7f29dc429a672441bb6b3c21a68bbcb34c7a0d5f943c3c3c2e", + "bytes": 2677, + "role": "PR2942 headline (comparison)" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-normal45/tools/wordedit.py", + "package_path": "tools/wordedit.py", + "git_blob": "e5893496cd6345cd91ecf3c1dd23a645ec5e0b0a", + "sha256": "cae8ae0f5d7fb3387ec6922fe966068aae05e3a6d3586830d4361b650cfb3617", + "bytes": 6707, + "role": "pure overlay word-edit producer (our r13 chain tool as shipped by PR2942)" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/structure.py", + "package_path": "structure.py", + "git_blob": "8d5bd544ee7cad4309edad3d2a256bf48b810f90", + "sha256": "83f63b6d9a1a543ecfa2c98d479dbe4e7a1c3caf6fd1c3566123308efbc32e96", + "bytes": 2565, + "role": "Jeremy Diviney's PR2908 exact two-sided certificate checker, unchanged by PR2917" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/vendor/audit_local.py", + "package_path": "vendor/audit_local.py", + "git_blob": "8224873d0497cf0b4c202f31b145fa273553d978", + "sha256": "a38940094f7d19cd6376aafdd4734fa68eabc9aff4c98c3c4a3e9540328b1c90", + "bytes": 29363, + "role": "PR2833's independent exact auditor (icekylinx attribution) as vendored by PR2917" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/vendor/preload_move.py", + "package_path": "vendor/preload_move.py", + "git_blob": "55b435035bbc439a9d55e8abd125993208cef8d9", + "sha256": "c8fda4674644fcd5cbf39b6645ce148a21daa90a998b678cbe51f970b78b0044", + "bytes": 7243, + "role": "Jeremy Kothe's PR2894 frame accounting (frame_report) and inverse-reverse cleanup" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/allocation/ORDER.json", + "package_path": "allocation/ORDER.json", + "git_blob": "7409c4df1092241729739596c7648bda504e6aad", + "sha256": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "bytes": 4573, + "role": "PR2917 T74 call order (unchanged chronology)" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/allocation/DISPATCH.json", + "package_path": "allocation/DISPATCH.json", + "git_blob": "9544fee4e6ee1f202cee22bfaeaf229ee3b2515e", + "sha256": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "bytes": 10401, + "role": "PR2917 provider dispatch (unchanged)" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/allocation/vendor/independent_owners.py", + "package_path": "allocation/vendor/independent_owners.py", + "git_blob": "16013201b19054f7e45398ecf10af74c9c6a9114", + "sha256": "77a848729159e271ba64f403dfd59dddb13044b17b2950fa56700f442e2fe461", + "bytes": 10057, + "role": "independent owner/chronology engine (Tekalign; PR2839 lineage)" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/allocation/vendor/PLAN.json.gz", + "package_path": "allocation/vendor/PLAN.json.gz", + "git_blob": "7a1db55a4d53ee99280be4f3ab7d29f7b2033adf", + "sha256": "d566cfb87b71639d4138e1f89b543e2dd6a7772070226a2a14c799a6835bf21e", + "bytes": 29933, + "role": "parent plan for the owner engine" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "author": "Mason Hale (mason-hale)", + "upstream_path": "research/paired-helper-extension/allocation/vendor/TEMPLATE.json.gz", + "package_path": "allocation/vendor/TEMPLATE.json.gz", + "git_blob": "114808c32b1799da53524bdc25cea67efb60009e", + "sha256": "21297b20f1f2dc76eb9dd8124416068c3cb096bab9df17fa4da19bc68dfe082e", + "bytes": 1124331, + "role": "owner template for the owner engine" + }, + { + "pr": 2957, + "head": "b74b25f3ccc84c16e1a801d73b2f47e5ea764c78", + "author": "Jeremy Kothe (jeremykothe2)", + "upstream_path": "research/paired-extension-cap-fill-swaps/rewrite/declared_rewrites.py", + "package_path": "vendor/declared_rewrites.py", + "git_blob": "964fb2a9c773d60b2ac079f2a4b669d13cf56034", + "sha256": "2509f1335e47543f8814b42d6bf83032b30c5899b4f7cc62a6adc03f5138ae13", + "bytes": 4257, + "role": "Jeremy Kothe's pure applier of the fourteen declared rewrites (stage 3), called with check_declared=False" + }, + { + "pr": 2957, + "head": "b74b25f3ccc84c16e1a801d73b2f47e5ea764c78", + "author": "Jeremy Kothe (jeremykothe2)", + "upstream_path": "research/paired-extension-cap-fill-swaps/CLAIM.json", + "package_path": "comparators/PR2957-CLAIM.json", + "git_blob": "cff1a70ed800d732e39f9b9b968f81662930d8e6", + "sha256": "a93e6c9e94bc9bf5664b5e23506dda9647fad1930e1eede66d5ba9f3718b598a", + "bytes": 1739, + "role": "PR2957 headline (comparison)" + }, + { + "pr": 2966, + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "author": "Jeremy Kothe (jeremykothe2)", + "upstream_path": "research/paired-extension-normal45-rewrites/CLAIM.json", + "package_path": "comparators/PR2966-CLAIM.json", + "git_blob": "8f1ad730dde7535d93f6185c79e288bb9976b00d", + "sha256": "4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a", + "bytes": 3172, + "role": "PR2966 headline (comparison; PR2957 rewrites on PR2942 words)" + }, + { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "author": "Dugongue", + "upstream_path": "research/paired-swap-normal45/CLAIM.json", + "package_path": "allocation/baseline/CLAIM.json", + "git_blob": "beee83c9261522029d99fb486befecaf5a42fd1c", + "sha256": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "bytes": 2316, + "role": "PR2969 headline nomination (comparator of the admission and moment baseline)" + }, + { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "author": "Dugongue", + "upstream_path": "research/paired-swap-normal45/allocation/ORDER.json", + "package_path": "allocation/baseline/ORDER.json", + "git_blob": "b1629ba9819396197b529717ef21be9056edfe41", + "sha256": "d559a1dcb83707724afc0310f6ef8e3a36ad6cda0a895ca6abae9d6f39a0fc76", + "bytes": 25652, + "role": "PR2969 T370 order (baseline for the moment auditor)" + }, + { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "author": "Dugongue", + "upstream_path": "research/paired-swap-normal45/allocation/PROFILE.json", + "package_path": "allocation/baseline/PROFILE.json", + "git_blob": "52d24cfc6ab68ddfa52a2721f512bc84da7c8ef5", + "sha256": "6de8ac1fd628cdd2afa5a43872da69c7dab9d7219bdc318f9db55fd8ccdb5eb2", + "bytes": 110, + "role": "PR2969 complete paid profile (baseline for the moment auditor)" + }, + { + "pr": 2930, + "head": "81f3b5d12977eba09e06fbff729167d59faabe90", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-cap-fill/tools/relax.py", + "package_path": "tools/relax.py", + "git_blob": "97dfe35c434283ca6e83818e61aed65740522f50", + "sha256": "0fed1c56b50a2e6d44deeeb6db0f1c7e1f71b86d1747130e1a9202216249a728", + "bytes": 17680, + "role": "exact fixed-capacity relaxation (r12 lineage, as shipped by PR2930)" + }, + { + "pr": 2930, + "head": "81f3b5d12977eba09e06fbff729167d59faabe90", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-cap-fill/tools/relax_exact.py", + "package_path": "tools/relax_exact.py", + "git_blob": "0be97756bb9d8b072c962c147d4b4d3b3122f884", + "sha256": "baf1855d6095c951a90d19a0d8094bd33290519940b732e2b758c5647830f044", + "bytes": 5397, + "role": "Fractions-only basis verification" + }, + { + "pr": 2930, + "head": "81f3b5d12977eba09e06fbff729167d59faabe90", + "author": "Marius-Paul Dumitrean (mdumitrean)", + "upstream_path": "research/paired-extension-cap-fill/tools/root.py", + "package_path": "tools/root.py", + "git_blob": "bd6dc2eb4e5013625d17cc08461b67622bcfed69", + "sha256": "55f5aca39b5ee2fe4687ac8863e6c24569010f27a332883c069b8e14b8fe09e3", + "bytes": 10888, + "role": "exact complete-profile root bracket" + } + ], + "adapted_sources": [ + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/producer.py", + "package_path": "producer.py", + "change": "three declared stages: frame-only joint rank-7 end-frame lowering of 22 restored helpers (new), five paired steps by PR2917/PR2942's composition rule with per-step declared frame changes, and PR2957's vendored applier for the fourteen re-addressed rewrites; report and cleanup re-derived and compared" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/verify.py", + "package_path": "verify.py", + "change": "all stage words replayed and audited; stage-1 validity checks; structure certificates for the five steps; 86 semantic controls across the three stages; price table as evidence" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/tools/audit_allocation_moment.py", + "package_path": "tools/audit_allocation_moment.py", + "change": "PR2917 moment auditor with the authenticated baseline re-pinned to the PR2969 headline nomination; nothing else" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/tools/derive_adapters.py", + "package_path": "tools/derive_adapters.py", + "change": "comparators pr2966 and pr2969 added; the admission control count (119 for five width classes) derived from the provider width classes (139 for six)" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/tools/build_overlay.py", + "package_path": "tools/build_overlay.py", + "change": "stage rank7-joint-endframes; inherited endpoints retained or lowered to a subspace; warps may move their B positions only; the same guards in the source's rebuild chain" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/check_allocation.py", + "package_path": "check_allocation.py", + "change": "new words and allocation, six width classes, 91 buffers, physical 66,813, PR2969 moment baseline" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/check_cap.py", + "package_path": "check_cap.py", + "change": "caps of the parent and every stage, 2,551 patterns, literal root below the final cap with the recorded gap, exact gains over four claims" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/reproduce.py", + "package_path": "reproduce.py", + "change": "also exports PR2942/PR2957/PR2966/PR2969; appends the rank7-joint-endframes overlay stage; 91-buffer adapters; PR2969 comparator" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "upstream_path": "research/paired-extension-normal45/run_registered.py", + "package_path": "run_registered.py", + "change": "new statuses, control counts, comparator and receipt bindings" + } + ], + "new_sources": [ + "data/WORD-base.json.gz", + "data/WORD-extra.json.gz", + "data/STAGE1-FRAME-EDITS.json", + "data/TRANSFORM-226.json", + "data/TRANSFORM-228.json", + "data/TRANSFORM-230.json", + "data/TRANSFORM-363.json", + "data/TRANSFORM-395.json", + "data/REWRITES-2957.json (Jeremy Kothe's PR2957 rewrites, re-addressed to the stage-2 word with exact preimages)", + "allocation/FILL.json.gz", + "allocation/PROFILE.json", + "allocation/PROVIDERS.json", + "allocation/SEARCH.json", + "certificates/RELAX-CAP.json", + "certificates/RELAX-STAGES.json", + "construction/" + ], + "upstream_exports": [ + { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "package": "research/paired-swap-normal45", + "manifest_sha256": "797c55c560dec5b5a657296f49d918fc5db708b7bed3eba046b3358b1666e55b", + "role": "comparator CLAIM.json and moment baseline" + }, + { + "pr": 2966, + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "package": "research/paired-extension-normal45-rewrites", + "manifest_sha256": "9e410c244efb370e20a5f9dc366550e11bcb14ebcecf8f2cb850512e82573914", + "role": "comparator CLAIM.json" + }, + { + "pr": 2957, + "head": "b74b25f3ccc84c16e1a801d73b2f47e5ea764c78", + "package": "research/paired-extension-cap-fill-swaps", + "manifest_sha256": "9cd226a2bf7391e7fbf4a23741bb1934afafbd596aef06f2999a935cd6e44e28", + "role": "rewrite applier and comparator CLAIM.json" + }, + { + "pr": 2942, + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "package": "research/paired-extension-normal45", + "manifest_sha256": "23bd270f440c4c7ad0d106990ae391e1af799a61ef3601d00e27f1824ae8ba69", + "role": "parent words" + }, + { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "package": "research/paired-helper-extension", + "manifest_sha256": "55c46ddf2e3edc87dfe1ba3320947466d36980d457eb37f6cd6fba341dae0192", + "role": "extension stage, overlay spec source words" + }, + { + "pr": 2908, + "head": "51309592971e3b5be935599eed2a95404dc7781e", + "package": "research/two-sided-helper-extraction", + "manifest_sha256": "9dba3fe371602ec023a54e26c0fd66f69eb7a74be86aab89923529083c14b36f", + "role": "paired stage, adapter templates" + }, + { + "pr": 2894, + "head": "18d03c447886895ef9abf888398178e0428533ca", + "package": "research/shared-kernel-packing", + "role": "exported by PR2908 reproduce.py --dry-run" + }, + { + "pr": 2833, + "head": "e9307b48d7d1b690939935ecef0f8e524e6d92f4", + "role": "source materialized and authenticated by PR2894 tools/materialize_source.py" + } + ], + "derived_source": { + "pr2917_manifest_sha256": "98d57c82a1c7318be3c330c3b66897844d57232f0aaeaea88fb4bebd0a1bedf1", + "pr2917_files": 632, + "manifest_sha256": "751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80", + "files": 637, + "builder": "tools/build_overlay.py (stage rank7-joint-endframes) on PR2917 tools/build_extension.py output" + }, + "source_boundary": "Only this new package is submitted. The parent words are PR2942s, byte-identical; exact frozen ancestor exports remain unchanged. Full replay performs no network fetch." +} diff --git a/research/rank7-restore-carrier-skips/TASK.json b/research/rank7-restore-carrier-skips/TASK.json new file mode 100644 index 0000000000..847be8f4a6 --- /dev/null +++ b/research/rank7-restore-carrier-skips/TASK.json @@ -0,0 +1,78 @@ +{ + "schema_version": 1, + "task_id": "complex-new-helper-inventory", + "priority_revision": 5, + "base_commit": "484a8adea580345a7c37d8ac772cedfd47bcde92", + "original_card": { + "id": "complex-new-helper-inventory", + "question": "Can a new local cost interface change the deficit-to-recursive-cost ratio beyond current packing?", + "starting_points": [ + "docs/research/research-family-status.md", + "research/complex-local-word-ceiling/README.md", + "research/heterogeneous-owner-assembly/README.md", + "certificates/selected-result.json", + "research/selected-k8-unrestricted-ends/README.md" + ], + "methods": [ + "Propose a changed helper inventory and derive an optimistic exact moment.", + "Design a small completed instance and independently verify its endpoint and rank bill." + ], + "acceptance_gate": "A new physically realizable contract outside the frozen catalogue whose per-call profile, screened with ceiling.ceiling(), beats the selected word's packing ceiling; a lower cap does not establish identical circuitry or order attainable optima, and is insufficient to pass the stronger-budget target under this model. A scoped local result may be retained without a complete supplier. Expanding it into further construction rounds requires the family-level budget and obligation gate in research-family-status.md; an optimistic passing relaxation alone is not acceptance.", + "first_step": { + "command": [ + "python3", + "-B", + "research/complex-local-word-ceiling/verify.py" + ], + "expected": "PASS_COMPLEX_LOCAL_WORD_CEILING", + "inspect": "Read the selected word's per-call local profile, its packing ceiling and the lever table; run levers.py for the ideal budget of the lever you target.", + "scope": "Positive control and planning budget only; this is not a new construction or full cold replay." + }, + "first_experiment": "Before any synthesis, write the candidate per-call local profile (and centre charge / unpaid coordinates if changed) and screen it with ceiling.ceiling(); reject it if even the ideal ceiling does not beat the selected word's by your stated margin.", + "bottleneck_link": "Packing of the selected word is capped at +0.87% (ceiling model); only a lower local excess spend or a changed coverage law raises the cap.", + "allowed_variations": [ + "Narrow to one changed boundary or helper type with explicit counts.", + "If the coverage law, template or guard changes, derive an applicable fully charged replacement bound instead of applying the incumbent ceiling outside its scope." + ], + "scope_change_triggers": [ + "Mixing only providers already inside the pinned catalogue.", + "Only changing helper terminal subspaces and monotone frames within the fixed scalar word, entrances and cleanup contract already covered by #1995/#2013.", + "Continuing a partial cost improvement while leaving the same unpriced consumer, restoration or central-readout obligation unresolved; refresh the family expansion decision first. Local product-retiming evidence has a narrow scope and is not a ban on changed graphs or contracts." + ], + "overlap_terms": [ + "helper inventory", + "heterogeneous-owner", + "mutable leaver" + ] + }, + "scope_status": "refined", + "actual_scope": "On PR2979's words (Marius-Paul Dumitrean: PR2942 plus joint codimension-2 end-frame lowering of 22 restored helpers to five shared rank-7 subspaces, five further rank-8 paired extractions at normals 42 and 7 with 91 private buffers, and Jeremy Kothe's fourteen PR2957 rewrites) and PR3015's declared literal edit stage (Jeremy Kothe): two declared restore edit blocks (R1_E42 on restore[162:188] and R2_E7 on restore[190:203]) routing pivot transfers through partner carriers (369, 450, 19) and pivot 363 as self-carrier so six registers (63, 54, 40, 22, 73, 5) skip their intermediate rank-8 hyperplane (E_42 or E_7) and climb 7 -> 9 (-12 H1 + 6 H2 per call) at unchanged width inventory and literal T74 allocation, with complete fresh-native admission and modern outer release.", + "scope_change_reason": "The card asks whether a changed helper inventory or local cost interface beats current packing. PR2979 introduced the 91-buffer six-width-class inventory and its literal T74 allocation, and PR3015 introduced a declared restore-edit stage showing that carrier routing lets register 63 skip E_42. Here we extend that restore-edit stage to all five stage-2 normal-42 and normal-7 restore blocks via two declared edit blocks (R1_E42 and R2_E7), achieving six rank-8 hyperplane skips at unchanged helper widths and buffer count, and verify complete fresh-native admission and outer release.", + "bottleneck_link": "Six registers (63, 54, 40 at E_42; 22, 73, 5 at E_7) skip their intermediate rank-8 restore hyperplane and climb directly 7 -> 9 via partner carriers (369, 450, 19) and pivot 363 as self-carrier, lowering the per-call local profile by -12 H1 + 6 H2 (-29,826 units/call) from PR2979's {1:2445, 2:706, 3:232, 4:108, 5:18, 8:8} to {1:2433, 2:712, 3:232, 4:108, 5:18, 8:8} at the same width inventory {4:26, 5:2, 6:16, 7:52, 8:99, 9:213} and 91 private buffers. The fixed-capacity cap rises to 0.001729737950064278551242 and the certified literal release reaches 0.001729736166387915986812 - 10^-46 - 10^-70 (+7.022e-7 above PR2979).", + "budget_minutes": 300, + "stop_rule": "Freeze the declared restore edits after exact local checks and 11-control per-word tamper review; publish a higher conditional kappa only if both native providers, literal owner geometry, physical stock, prefix and complete outer admission pass strictly above the PR2979 and PR2969 headlines.", + "outcome": "completed", + "evidence": "Checks: run_registered.py (stdlib): package pins; verify.py (PR2979 producer reconstruction of every stage word, stage-1 validity, five structure certificates per provider, PR2833 auditor forward/dual on every stage word, frame accounting, 86 semantic controls, price evidence, overlay spec round trip); edits/edits_review.py (pure declared-edit applier for R1_E42 and R2_E7, PR2833 auditor forward/dual over all 632 inputs on both edited final words, and 11 semantic tamper controls per word); check_allocation.py (owner engine, five controls, physical 66,813, exact moment vs PR2969); check_cap.py (Fractions-only caps of the parent, every stage, and the edited final profile, recorded literal gap 1.7837e-9, exact gains over PR2979/PR2969/PR2966/PR2957/PR2942); stored receipts binding. reproduce.py: exact Git exports of PR2908/PR2917/PR2942/PR2957/PR2966/PR2969 (and through them PR2894/PR2833), authenticated retained cache, PR2917 derived source plus the rank7-joint-endframes stage and the declared-edit-stage (manifest 130650ad), 91-buffer adapters, fresh native chains for both providers and complete admission: PASS_REPLICA_ORDER_FILL_DERIVATIVE_COMPLETE_RELEASE and PASS_RELEASE at the claimed kappa.", + "author": "dcharb78 (building on PR #2979 by Marius-Paul Dumitrean and PR #3015 by Jeremy Kothe)", + "ai_assistance": "Substantial AI assistance for algebraic carrier/pivot synthesis, exact computation and verification checks; no independent human review is claimed.", + "open_questions": [ + { + "question": "Do lowerings by one dimension of the five new pivots and their partners, or of other restored groups, pay on the final words?", + "why_it_matters": "Stage 1 used every restored helper whose solver lower bound left room (20 + 4 candidates); stage 2 created five new restored endpoints at E_42 and E_7 whose end frames have not been censused for a shared rank-7 subspace.", + "first_step": "Run the lower-bound census (end frame vs L_h) on the final word, group candidates by common W and price each group jointly with the certified frame solver.", + "blocked_by": "Each new group needs its own frame-edit record and the full exact/admission chain." + }, + { + "question": "Can normals 25 and 52 be used with pivots other than 363?", + "why_it_matters": "On the stage-1 word normals 25 and 52 had +20,766 margins at k = 2, but they reuse pivots 363 and 395 of normal 7; after stage 2 normal 52 has pairing rank 0 and normal 25 is at -34,529.", + "first_step": "Re-run kopt on the stage-1 word with 363 and 395 excluded, and compose any positive normal-25/52 set in all orders with normal 7 and 42.", + "blocked_by": "None." + }, + { + "question": "Can the changed inventory be packed closer to its cap?", + "why_it_matters": "The cap basis is fractional at T74 (denominators 4 and 20); the literal fill is below the cap by the gap recorded in check_cap.py.", + "first_step": "Solve the chronological flow directly at T74 or at a multiple of T where the basic counts are integral, keeping the interval Hall condition for width-7 roles.", + "blocked_by": "Integrality of the basic solution at T74 and the chronology (interval Hall) constraint." + } + ] +} diff --git a/research/rank7-restore-carrier-skips/VERIFY.json b/research/rank7-restore-carrier-skips/VERIFY.json new file mode 100644 index 0000000000..ecce0c0bf5 --- /dev/null +++ b/research/rank7-restore-carrier-skips/VERIFY.json @@ -0,0 +1,14 @@ +{ + "schema_version": 1, + "status": "ready", + "python": "3.12", + "requirements": [], + "inputs": [], + "commands": [ + { + "argv": ["{python}", "-B", "{package}/run_registered.py"], + "timeout_seconds": 600, + "checks": "Complete package pins and edit pins; producer reconstruction of PR2979's words and of every intermediate stage word from PR2942's words and the declared records (stage 1: joint rank-7 end frames of 22 restored helpers; stage 2: five paired extractions with PR2908/PR2917's exact two-sided structure certificate at every step; stage 3: PR2957's fourteen declared rewrites); independent review of the two declared restore edit blocks R1_E42 and R2_E7 (six carrier/pivot hyperplane skips, PR2833's auditor forward and dual over all 632 inputs on both edited final words, and 11 semantic tamper controls per word); literal T74 owner geometry of the allocation on the edited words with PR2917's vendored PR2839 engine (271,728 roles, six width classes, 91-buffer physical stock 66,813) and five rejection controls; PR2917's exact dyadic moment auditor re-pinned to PR2969's headline (strict gain); Fractions-only fixed-capacity relaxation certificates of the parent, every stage, and the edited final profile (2,551 patterns), the recorded literal gap and exact gains over PR2979, PR2969, PR2966, PR2957 and PR2942; binding of the stored complete overlay/edit/native/admission/release receipts to the exact words, allocation and claim. Native and integrated admission are rerun separately by reproduce.py from exact Git sources." + } + ] +} diff --git a/research/rank7-restore-carrier-skips/allocation/DISPATCH.json b/research/rank7-restore-carrier-skips/allocation/DISPATCH.json new file mode 100644 index 0000000000..9544fee4e6 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/DISPATCH.json @@ -0,0 +1 @@ +[[0,0,"extra"],[0,37,"extra"],[0,1,"extra"],[0,38,"extra"],[0,2,"extra"],[0,39,"extra"],[0,3,"extra"],[0,40,"extra"],[0,4,"extra"],[0,41,"extra"],[1,0,"extra"],[1,37,"extra"],[0,5,"extra"],[0,42,"extra"],[1,1,"extra"],[1,38,"extra"],[0,6,"extra"],[0,43,"extra"],[1,2,"extra"],[1,39,"extra"],[0,7,"extra"],[0,44,"extra"],[1,3,"extra"],[1,40,"extra"],[0,8,"extra"],[0,45,"extra"],[1,4,"extra"],[1,41,"extra"],[0,9,"extra"],[0,46,"extra"],[2,0,"extra"],[2,37,"extra"],[1,5,"extra"],[1,42,"extra"],[0,10,"extra"],[0,47,"extra"],[2,1,"extra"],[2,38,"extra"],[1,6,"extra"],[1,43,"extra"],[0,11,"extra"],[0,48,"extra"],[2,2,"extra"],[2,39,"extra"],[1,7,"extra"],[1,44,"extra"],[0,12,"extra"],[0,49,"extra"],[2,3,"extra"],[2,40,"extra"],[1,8,"extra"],[1,45,"extra"],[0,13,"extra"],[0,50,"extra"],[2,4,"extra"],[2,41,"extra"],[1,9,"extra"],[1,46,"extra"],[3,0,"extra"],[3,37,"extra"],[0,14,"extra"],[0,51,"extra"],[2,5,"extra"],[2,42,"extra"],[1,10,"extra"],[1,47,"extra"],[3,1,"extra"],[3,38,"extra"],[0,15,"extra"],[0,52,"extra"],[2,6,"extra"],[2,43,"extra"],[1,11,"extra"],[1,48,"extra"],[3,2,"extra"],[3,39,"extra"],[0,16,"extra"],[0,53,"extra"],[2,7,"extra"],[2,44,"extra"],[1,12,"extra"],[1,49,"extra"],[3,3,"extra"],[3,40,"extra"],[0,17,"extra"],[0,54,"extra"],[2,8,"extra"],[2,45,"extra"],[1,13,"extra"],[1,50,"extra"],[3,4,"extra"],[3,41,"extra"],[0,18,"extra"],[0,55,"extra"],[2,9,"extra"],[2,46,"extra"],[4,0,"extra"],[4,37,"extra"],[1,14,"extra"],[1,51,"extra"],[3,5,"extra"],[3,42,"extra"],[0,19,"extra"],[0,56,"extra"],[2,10,"extra"],[2,47,"extra"],[4,1,"extra"],[4,38,"extra"],[1,15,"extra"],[1,52,"extra"],[3,6,"extra"],[3,43,"extra"],[0,20,"extra"],[0,57,"extra"],[2,11,"extra"],[2,48,"extra"],[4,2,"extra"],[4,39,"extra"],[1,16,"extra"],[1,53,"extra"],[3,7,"extra"],[3,44,"extra"],[0,21,"extra"],[0,58,"extra"],[2,12,"extra"],[2,49,"extra"],[4,3,"extra"],[4,40,"extra"],[1,17,"extra"],[1,54,"extra"],[3,8,"extra"],[3,45,"extra"],[0,22,"extra"],[0,59,"extra"],[2,13,"extra"],[2,50,"extra"],[4,4,"extra"],[4,41,"extra"],[1,18,"extra"],[1,55,"extra"],[3,9,"extra"],[3,46,"extra"],[0,23,"extra"],[0,60,"extra"],[5,0,"extra"],[5,37,"extra"],[2,14,"extra"],[2,51,"extra"],[4,5,"extra"],[4,42,"extra"],[1,19,"extra"],[1,56,"extra"],[3,10,"extra"],[3,47,"extra"],[0,24,"extra"],[0,61,"extra"],[5,1,"extra"],[5,38,"extra"],[2,15,"extra"],[2,52,"extra"],[4,6,"extra"],[4,43,"extra"],[1,20,"extra"],[1,57,"extra"],[3,11,"extra"],[3,48,"extra"],[0,25,"extra"],[0,62,"extra"],[5,2,"extra"],[5,39,"extra"],[2,16,"extra"],[2,53,"extra"],[4,7,"extra"],[4,44,"extra"],[1,21,"extra"],[1,58,"extra"],[3,12,"extra"],[3,49,"extra"],[0,26,"extra"],[0,63,"extra"],[5,3,"extra"],[5,40,"extra"],[2,17,"extra"],[2,54,"extra"],[4,8,"extra"],[4,45,"extra"],[1,22,"extra"],[1,59,"extra"],[3,13,"extra"],[3,50,"extra"],[0,27,"extra"],[0,64,"extra"],[5,4,"extra"],[5,41,"extra"],[2,18,"extra"],[2,55,"extra"],[4,9,"extra"],[4,46,"extra"],[1,23,"extra"],[1,60,"extra"],[6,0,"extra"],[6,37,"extra"],[3,14,"extra"],[3,51,"extra"],[0,28,"extra"],[0,65,"extra"],[5,5,"extra"],[5,42,"extra"],[2,19,"extra"],[2,56,"extra"],[4,10,"extra"],[4,47,"extra"],[1,24,"extra"],[1,61,"extra"],[6,1,"extra"],[6,38,"extra"],[3,15,"extra"],[3,52,"extra"],[0,29,"extra"],[0,66,"extra"],[5,6,"extra"],[5,43,"extra"],[2,20,"extra"],[2,57,"extra"],[4,11,"extra"],[4,48,"extra"],[1,25,"extra"],[1,62,"extra"],[6,2,"extra"],[6,39,"extra"],[3,16,"extra"],[3,53,"extra"],[0,30,"extra"],[0,67,"extra"],[5,7,"extra"],[5,44,"extra"],[2,21,"extra"],[2,58,"extra"],[4,12,"extra"],[4,49,"extra"],[1,26,"extra"],[1,63,"extra"],[6,3,"extra"],[6,40,"extra"],[3,17,"extra"],[3,54,"extra"],[0,31,"extra"],[0,68,"extra"],[5,8,"extra"],[5,45,"extra"],[2,22,"extra"],[2,59,"extra"],[4,13,"extra"],[4,50,"extra"],[1,27,"extra"],[1,64,"extra"],[6,4,"extra"],[6,41,"extra"],[3,18,"extra"],[3,55,"extra"],[0,32,"extra"],[0,69,"extra"],[5,9,"extra"],[5,46,"extra"],[2,23,"extra"],[2,60,"extra"],[7,0,"extra"],[7,37,"extra"],[4,14,"extra"],[4,51,"extra"],[1,28,"extra"],[1,65,"extra"],[6,5,"extra"],[6,42,"extra"],[3,19,"extra"],[3,56,"extra"],[0,33,"extra"],[0,70,"extra"],[5,10,"extra"],[5,47,"extra"],[2,24,"extra"],[2,61,"extra"],[7,1,"extra"],[7,38,"extra"],[4,15,"extra"],[4,52,"extra"],[1,29,"extra"],[1,66,"extra"],[6,6,"extra"],[6,43,"extra"],[3,20,"extra"],[3,57,"extra"],[0,34,"extra"],[0,71,"extra"],[5,11,"extra"],[5,48,"extra"],[2,25,"extra"],[2,62,"extra"],[7,2,"extra"],[7,39,"extra"],[4,16,"extra"],[4,53,"extra"],[1,30,"extra"],[1,67,"extra"],[6,7,"extra"],[6,44,"extra"],[3,21,"extra"],[3,58,"extra"],[0,35,"extra"],[0,72,"extra"],[5,12,"extra"],[5,49,"extra"],[2,26,"extra"],[2,63,"extra"],[7,3,"extra"],[7,40,"extra"],[4,17,"extra"],[4,54,"extra"],[1,31,"extra"],[1,68,"extra"],[6,8,"extra"],[6,45,"extra"],[3,22,"extra"],[3,59,"extra"],[0,36,"extra"],[0,73,"extra"],[5,13,"extra"],[5,50,"extra"],[2,27,"extra"],[2,64,"extra"],[7,4,"extra"],[7,41,"extra"],[4,18,"extra"],[4,55,"extra"],[1,32,"extra"],[1,69,"extra"],[6,9,"extra"],[6,46,"extra"],[3,23,"extra"],[3,60,"extra"],[8,0,"extra"],[8,37,"extra"],[5,14,"extra"],[5,51,"extra"],[2,28,"extra"],[2,65,"extra"],[7,5,"extra"],[7,42,"extra"],[4,19,"extra"],[4,56,"extra"],[1,33,"extra"],[1,70,"extra"],[6,10,"extra"],[6,47,"extra"],[3,24,"extra"],[3,61,"extra"],[8,1,"extra"],[8,38,"extra"],[5,15,"extra"],[5,52,"extra"],[2,29,"extra"],[2,66,"extra"],[7,6,"extra"],[7,43,"extra"],[4,20,"extra"],[4,57,"extra"],[1,34,"extra"],[1,71,"extra"],[6,11,"extra"],[6,48,"extra"],[3,25,"extra"],[3,62,"extra"],[8,2,"extra"],[8,39,"extra"],[5,16,"extra"],[5,53,"extra"],[2,30,"extra"],[2,67,"extra"],[7,7,"extra"],[7,44,"extra"],[4,21,"extra"],[4,58,"extra"],[1,35,"extra"],[1,72,"extra"],[6,12,"extra"],[6,49,"extra"],[3,26,"extra"],[3,63,"extra"],[8,3,"extra"],[8,40,"extra"],[5,17,"extra"],[5,54,"extra"],[2,31,"extra"],[2,68,"extra"],[7,8,"extra"],[7,45,"extra"],[4,22,"extra"],[4,59,"extra"],[1,36,"extra"],[1,73,"extra"],[6,13,"extra"],[6,50,"extra"],[3,27,"extra"],[3,64,"extra"],[8,4,"extra"],[8,41,"extra"],[5,18,"extra"],[5,55,"extra"],[2,32,"extra"],[2,69,"extra"],[7,9,"extra"],[7,46,"extra"],[4,23,"extra"],[4,60,"extra"],[6,14,"extra"],[6,51,"extra"],[3,28,"gauge44"],[3,65,"gauge44"],[8,5,"gauge44"],[8,42,"gauge44"],[5,19,"gauge44"],[5,56,"gauge44"],[2,33,"gauge44"],[2,70,"gauge44"],[7,10,"gauge44"],[7,47,"gauge44"],[4,24,"gauge44"],[4,61,"gauge44"],[6,15,"gauge44"],[6,52,"gauge44"],[3,29,"gauge44"],[3,66,"gauge44"],[8,6,"gauge44"],[8,43,"gauge44"],[5,20,"gauge44"],[5,57,"gauge44"],[2,34,"gauge44"],[2,71,"gauge44"],[7,11,"gauge44"],[7,48,"gauge44"],[4,25,"gauge44"],[4,62,"gauge44"],[6,16,"gauge44"],[6,53,"gauge44"],[3,30,"gauge44"],[3,67,"gauge44"],[8,7,"gauge44"],[8,44,"gauge44"],[5,21,"gauge44"],[5,58,"gauge44"],[2,35,"gauge44"],[2,72,"gauge44"],[7,12,"gauge44"],[7,49,"gauge44"],[4,26,"gauge44"],[4,63,"gauge44"],[6,17,"gauge44"],[6,54,"gauge44"],[3,31,"gauge44"],[3,68,"gauge44"],[8,8,"gauge44"],[8,45,"gauge44"],[5,22,"gauge44"],[5,59,"gauge44"],[2,36,"gauge44"],[2,73,"gauge44"],[7,13,"gauge44"],[7,50,"gauge44"],[4,27,"gauge44"],[4,64,"gauge44"],[6,18,"gauge44"],[6,55,"gauge44"],[3,32,"gauge44"],[3,69,"gauge44"],[8,9,"gauge44"],[8,46,"gauge44"],[5,23,"gauge44"],[5,60,"gauge44"],[7,14,"gauge44"],[7,51,"gauge44"],[4,28,"gauge44"],[4,65,"gauge44"],[6,19,"gauge44"],[6,56,"gauge44"],[3,33,"gauge44"],[3,70,"gauge44"],[8,10,"gauge44"],[8,47,"gauge44"],[5,24,"gauge44"],[5,61,"gauge44"],[7,15,"gauge44"],[7,52,"gauge44"],[4,29,"gauge44"],[4,66,"gauge44"],[6,20,"gauge44"],[6,57,"gauge44"],[3,34,"gauge44"],[3,71,"gauge44"],[8,11,"gauge44"],[8,48,"gauge44"],[5,25,"gauge44"],[5,62,"gauge44"],[7,16,"gauge44"],[7,53,"gauge44"],[4,30,"gauge44"],[4,67,"gauge44"],[6,21,"gauge44"],[6,58,"gauge44"],[3,35,"gauge44"],[3,72,"gauge44"],[8,12,"gauge44"],[8,49,"gauge44"],[5,26,"gauge44"],[5,63,"gauge44"],[7,17,"gauge44"],[7,54,"gauge44"],[4,31,"gauge44"],[4,68,"gauge44"],[6,22,"gauge44"],[6,59,"gauge44"],[3,36,"gauge44"],[3,73,"gauge44"],[8,13,"gauge44"],[8,50,"gauge44"],[5,27,"gauge44"],[5,64,"gauge44"],[7,18,"gauge44"],[7,55,"gauge44"],[4,32,"gauge44"],[4,69,"gauge44"],[6,23,"gauge44"],[6,60,"gauge44"],[8,14,"gauge44"],[8,51,"gauge44"],[5,28,"gauge44"],[5,65,"gauge44"],[7,19,"gauge44"],[7,56,"gauge44"],[4,33,"gauge44"],[4,70,"gauge44"],[6,24,"gauge44"],[6,61,"gauge44"],[8,15,"gauge44"],[8,52,"gauge44"],[5,29,"gauge44"],[5,66,"gauge44"],[7,20,"gauge44"],[7,57,"gauge44"],[4,34,"gauge44"],[4,71,"gauge44"],[6,25,"gauge44"],[6,62,"gauge44"],[8,16,"gauge44"],[8,53,"gauge44"],[5,30,"gauge44"],[5,67,"gauge44"],[7,21,"gauge44"],[7,58,"gauge44"],[4,35,"gauge44"],[4,72,"gauge44"],[6,26,"gauge44"],[6,63,"gauge44"],[8,17,"gauge44"],[8,54,"gauge44"],[5,31,"gauge44"],[5,68,"gauge44"],[7,22,"gauge44"],[7,59,"gauge44"],[4,36,"gauge44"],[4,73,"gauge44"],[6,27,"gauge44"],[6,64,"gauge44"],[8,18,"gauge44"],[8,55,"gauge44"],[5,32,"gauge44"],[5,69,"gauge44"],[7,23,"gauge44"],[7,60,"gauge44"],[6,28,"gauge44"],[6,65,"gauge44"],[8,19,"gauge44"],[8,56,"gauge44"],[5,33,"gauge44"],[5,70,"gauge44"],[7,24,"gauge44"],[7,61,"gauge44"],[6,29,"gauge44"],[6,66,"gauge44"],[8,20,"gauge44"],[8,57,"gauge44"],[5,34,"gauge44"],[5,71,"gauge44"],[7,25,"gauge44"],[7,62,"gauge44"],[6,30,"gauge44"],[6,67,"gauge44"],[8,21,"gauge44"],[8,58,"gauge44"],[5,35,"gauge44"],[5,72,"gauge44"],[7,26,"gauge44"],[7,63,"gauge44"],[6,31,"gauge44"],[6,68,"gauge44"],[8,22,"gauge44"],[8,59,"gauge44"],[5,36,"gauge44"],[5,73,"gauge44"],[7,27,"gauge44"],[7,64,"gauge44"],[6,32,"gauge44"],[6,69,"gauge44"],[8,23,"gauge44"],[8,60,"gauge44"],[7,28,"gauge44"],[7,65,"gauge44"],[6,33,"gauge44"],[6,70,"gauge44"],[8,24,"gauge44"],[8,61,"gauge44"],[7,29,"gauge44"],[7,66,"gauge44"],[6,34,"gauge44"],[6,71,"gauge44"],[8,25,"gauge44"],[8,62,"gauge44"],[7,30,"gauge44"],[7,67,"gauge44"],[6,35,"gauge44"],[6,72,"gauge44"],[8,26,"gauge44"],[8,63,"gauge44"],[7,31,"gauge44"],[7,68,"gauge44"],[6,36,"gauge44"],[6,73,"gauge44"],[8,27,"gauge44"],[8,64,"gauge44"],[7,32,"gauge44"],[7,69,"gauge44"],[8,28,"gauge44"],[8,65,"gauge44"],[7,33,"gauge44"],[7,70,"gauge44"],[8,29,"gauge44"],[8,66,"gauge44"],[7,34,"gauge44"],[7,71,"gauge44"],[8,30,"gauge44"],[8,67,"gauge44"],[7,35,"gauge44"],[7,72,"gauge44"],[8,31,"gauge44"],[8,68,"gauge44"],[7,36,"gauge44"],[7,73,"gauge44"],[8,32,"gauge44"],[8,69,"gauge44"],[8,33,"gauge44"],[8,70,"gauge44"],[8,34,"gauge44"],[8,71,"gauge44"],[8,35,"gauge44"],[8,72,"gauge44"],[8,36,"gauge44"],[8,73,"gauge44"]] \ No newline at end of file diff --git a/research/rank7-restore-carrier-skips/allocation/FILL.json.gz b/research/rank7-restore-carrier-skips/allocation/FILL.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..8d4fd644d60ba2c98106dc770803b647afdf0963 GIT binary patch literal 1347458 zcmZsC1yCGOv+nNV?h@P`LLhi>TWoQ6PjDx=dvFgP+}$-ua6$;K3GVLtmi+hDd$;bR zw!i)Q>z>1z*_t}jGd<){h=A8W(2H8xZ$Bkychli7w`%&Si9mD6_ ztCKaqyW1`MHNS_!o1C1N+q08yzn42hKi`)@`|jsE#hmV!$7VynhtZvvm$Qu>@{^pG z`#Ha-=fSrxTN|m}kN4Ftx4+5#o|pWd&epnK9`6neySi6=re2<(V!NMiN8i3&j{a2X ze!4DR>-Kw4+{)>CdVF5Wd471gk9|2inp=CheSW*<=lkG&9eX0|_i}w>`0~*FvbE%Q zFZ{Cca^?4U(JcIOv=h7L_jtWwD75yp)ZG1iy|E_za{cu7<@`z5m+JYg)x0+HczEOYeEs6{FdFOk0F|Fp?fstaHcr-_ZnV&}7&`tA{gI#Wkni*Llj6(KLo>PG)AeBY3-8aD zyFp>!r|0SyVt&81OU95K;peBVYhhvXpVFl{FQ2wH?%tB;bffqR-;(Ae?U=rOthn20 zJ8R#{q4#xrOdpqi_V}~YpR?fom*=JHtQ`k+az+aDXGT`cACm?%kI;%DE*}&pN;U!r zC_!<6cf<#vfmlU|B#8dECHTDHzA(dK`8QzR)Au$H%-RE3&1eA)ammQJAr)#+rx5g! zk{M3~MY|NBGb9@Vh7wrWO*|^vN#xwGnh(xajTl{Zf;;qvw|oK{*&(bGId}IO7e6;^ z8!s#aKRrFtBykJr`mN*4bBiiPB?n8_dk2XCo`9k_-TorA*MI<%qv16=#m+pS$8ip8 z_n&Tai4Q4r5O;TAh}Ku}k6spEb~%{EATt?sT6XJNMkzbr%UOyJA0UuIp}ELc<>(hM#XAA>L6x?f+1B z3v4wHoxls7w>yUu+%3%yU3rh#Cv<1s(%miabtyb-CBl4Y%=ev0{@ttVBbMn~ur1J7 zFO1}LA1}dINGfD`wKolW80!lwQYf6Av^lMd94G6Sl(d!f%n;!M_Ddo;DuT#Sk*YAj zZ5%ak`eO`lI0p%_J}ye|)5Io#!#+ny@b}x&Oc`$xE|lg<$2?%h08~1;Rf_szX{Olh zs0X{ETEPYS9TG8JUxHO|J`ud-k~VY`D`ou6wrw?{RwPy$(Ga!t72MuZDPpAx01xPm zKh+TpPViZn0>J~ma_QV>Q`n^`cApqkD?6c#-f#3*v-a=*B3Zvxin52%IPjVU<2|Qb zDexXhp(7xu=!&)4E`AO~KOYiB@W{;#`oJa_uT!KXwv8`4G)780U4;ZgYqlMOZ8aAh zfXy+LAH2wAoEvO&BZ{j@GELffJlBkoPw%O24m z;US}#K7nOmejHx-B*#h??i4=xs~;n}VCZwy9D@Mvn*(Wq#!ZYDo`~U%&Ek zmAtPJm0WHa{8=(sV`8jQf8oQW`7AR;EDS~^#F-aM%Jg$gf1@$dHo%I|Wa6dzJJJ*Z zZdjr(gk>HlKN;R#5swns%WX*oMz*Ktw&cJ?e)jz-9Y&RXkcfNsNET-h__?a59Ac%z zRQKbX2|uEq!Y{jSS~R9NX3DB{qtyc==Z^1a%M0;YX%9S>RO+DTUObVO+%S>WsJ0Oa zYy5p9>rT%(BOZ7_4o0OJT)B_G)8dj||I0D=xAjlQJ&x;d8}h{vuMssm%S#DQER`Y- zv3&ZeDF3t6e*REHY+{jp9Cxa#mM;?f#)J{mee5blzhNn^bXAJ#%uE5LuV-PekV49Ue6{xGF3~KUM^Qn;FKl}kM z;K+q(lf8DTknj{t09Q+6?_Gh9)$2-33*{B&8CBEgYjH~D59bMegad!wP_rWW()|2p zVB$q1Dz@q&dj?u$M#7$44a;pc$g4NopQGO?-S&K1-iw`H`9>!S$)Jyiw1;AsZfp6x z!hnaYbA?cZ%RQ?|S#y$}@>lXkK&hTMT>go)N)geL4*UIaKK*weqstK7ud>vdd8I7x zJ~DMf&ny1D>7ie9GR0C<$$xdIcS;YZi5P$Xg>KXrtE3nK;G#7Efmf(@N^MqjoOgI0 z@W4lPFe;8Hq=kLTAu&^bOJyR~W@9GY5#p{^xD(*F?<>j;Vrhqe$TEBfz zI^FijB{E~$g`QWJDFWRwMva9p64Euuq=h(|&@q7JV$#}0lgbw8{39JA(jNSm68n3T zIHl56#qxqmg68`H`>&%2Y9=8d^N+y5k(!srlK5ny9YE*3P!mJ)v<-2-%n(pW*Kq&J zF{4}~CcVd?m6z{=TQRB3kF2rFKnlm~k_7R^fd?1$_)s zb9X_Pq?Idy_(lD0oYMb?xZLi!gBsh(bPT)mWVgBp4a(NEuJ09YTJ#(lmN)ovWq^Pb8ts*gT?&)aJo^5)s*BRgIbYw!M|EUSK4^cITlu7B!TL-196%sL|Q zy*MH67B~Y?;EQ{NQ6nV>11P~1QfJd56sm9xL3&9*kTJm@)O8jB5v-2?`|$Vw+i0GB zB`P;8Jb;;WA@jnN*>t+FBCKX~fX29VMmE~eN9zUuI0NzxYUXbpWhWQFu*8va zQc>j$xRHFmZW+qB=eTdKO5nUN!mfA>xaY)&OhUg?HUH)zNuHMC2p77+90uWn9@S!G zuzGmb)engosy(G}Do4X`smMZbsh-v1axu?}Lt#Sz($pdHsA9gi*P=rh>4bsubV4(m zc^~n+zgL?ehuAVBp(|J z{X&0T*$e zOqpoD1Vw#u-m6C1jtv!=AGMp}y^+~5&hUCZ^m_p=YJQ+yvao^bO%N3^>sQI*E>2Z@ zmIu6yELD}M z#(S{m%8vHD<&z6^fUGoIUt{8?VJX3#cZJy(h$=rlI{4XjC)8ZFvmz%li@sUUefjo{ zv$%A3kt@Gs_X{7Me!B%OUKXn&6MsgwnoH^t(pc)*U9P2ZHr$2ulhVS1SYcCr1b=`w z_dci?w z>w#s8vwOr&a*-{clh^7{+A?!>o3IQs(gx;IuxOB@k+DhulDSe?0mNB|%bXGby}!jE z+(!lAfeSESZ2uXphgJg%pe`MPP(MGrK^!z{7s`+o{kRN}!QUbdg^?+aoc2HBprlqe zYPT6;z>wi*NESWoMbpJJ}Et&(4-7-EL>!-N6kSSbUzp@?T3b{zn!+eNy`LpQ!NiR?TpK`;l5@&RrSTReJZyza zgyle}1jc-H5VU^4NYR!3`gQ13ce7?>aLqCjn&b-l+~*;KMUcVSr|4*LTM8eU)4Q<9 z?1Z62a}({Hthr>63pVkhm$d$-La;A!4u4%2?Jbj|vw<3tF-JX@9b)fY!W=BVug%NKdjf;&DM!yZ1M!e40=@ zc&}Rubp2X6?ax21VI`7f!OWElsZS3(=?3>s1i;$FxgfT(>Kx1Nfc00(uJ&FF@Pt;UM;dF>McYm(w8r z$zK@zB4NTMFr+W@J%@lHcnfI}Zgv6Kx`2gun0(@r05fUPkCx#gg_SLc?iN@r=Ha3K)sqh1^@qr%`bA~?AVLTA4j<2D0UswZd%@Fkpj4jZ}C^t$3B@RM`Mv(=r9{D5Q`@3L&0_@RD0j3xiZa990pXcfQ^2nKDISpM z`I)W2_u~4S2yMP_M(}S8?~sy19k6KM=t{_lX1cVZOw-9abw#K=yfxECbcV5@tcVtU zyN|2;LD>deA9sP48IpNS;vBIp0pGX!M`UrCHWP;swLNTOcc4a};0*z)R~Yq1pz(WT z4jPulJK;g=J-vchMtNSG9`v0dUL(EZts#+r2>ypk|4{1{MetX+He~l19x`A&T;^z4 zN(&GD(aomxFY46ReQENTmJ^im?B3~x=%UUo8%0HbdDKzPF#RObIUvoPi|7io&-w*z zeRaPD*mzW%qMDxu7~=TFQGIM6jOLV*o)Y1DbH4}6qU-{~SIzRL4M*>3n)EzwGH@jo zYZ{*g&P(Zrh1)i|QZy~3$X4jPEde%19s2q)*Ma@qTkzWm(e3fr_;Nv?pHNRB z%|L?%FM4Fc>xv%{peC>Uv|E4m6-aKfj27J{bH-^fps#9f2-9eul;{lzwOyQA+~3&! zqZuOmA$l|_FjPMwp0cM#j)Mc1&`m}v6wt>u{F=9?=XDm3Q$lvV;Dke(fir5Jm0O~4wMGS)EOF#R!w3<@b*}?SJ z>8%4z7VyphwQ8QYVC@lZWD0ATFJeO`-vD(*qPXDJ`#9J!d?}#Cg}T2sw=u3!iZUTw znmL{npnj|u(J19F0dTDDG4Ni|O$Yq6cQobe*`AcM1|eN>m@bBywUwjuG*YuCs7y{l%99a8c3@ckE@ zeP+!v%hC<62wu=l-P z!@Q1NHP#%Ew6}-pUvRdVHJ_C;84O#o8?fhPFdmK|kC}iD-hd7jJH>wDArz1L zjo>rc)+~@c;oHsC7@U5TyULB=Q!%>(USLPu96#iijjh)>ks^m!$}<8)}PW;GhND|uW=O;i7VfL+AQ#{?SI7{9Nl>_ycm-b$|`kd)Vas1&+bC;mof zG!aI2l$r~>bkLk;YP*?cYX3i`@+QTVMr9${l}<$)@>;<*yHX`*saaAbtG~jy@_$38 z5|p{Vf<+}~ylnk!GPqFtK(=72!j*QaCP?tVB&=7--PL%9U@9cq5Ufd++yyOjWff=8 z$|b=(U+^glv$0jm7{frhg~4jFvap8__t68@YiWh|S?pW8e%OVNk4g}y3t{@p^~8ta z#e>wSYEd3WWcV4}do=BRcPe>wt11k*mDP@c$CXp!JoiKKoJcIc>f7iVfu^MUVVP&a zQ({W@L-s2i_vg;nC3_vZWb;>deS?62xDqFqoO+hc3xmkcs z&sW;RHzWf$ktd2UAxenHi(sfr`AZbS)_Hc}9}XG~fLG z7N3k>pyNRb?ws~lvu1X_!u2bw)~kc_cq6hnGzyrKB7p&C;Iseeicb|S*fa-xqP+wb zBu^s5X^4@>K^^&Dstgrf^_;qx_pnp4yEtIlUZesOVbx1qNI5x9xr`!a$*OFwCrBiy zLm~YA&{FT9NWvLtlA<0(BxsBcwToXL^HWJ|48A8y9DJ+ct&Gm(s*K7Uwy|Pq1x0YKreEsb;rdL|Rl-r&OsNZU_R}%Mdf+P5dKe zKj2Tmh~^bx&&!Xu!`CXQx9U#7ev*&Wg!RYsOHXkh4^C(sIcxD;ccf@lN7#!uQ!(cw z(^UL`PQ!dAnXrkIhX2*OP{@V`Nqr1OVMrw?nkFAv#yTNIb~m;_4Nl*wERZd`JU415 z(zbaX@SQ$rky8%loYg=FDA_~oZ=Yuqcc<|at;M#QOFrHNS!py>JaV-&lc=9n0G-kE z#%aHw#RFQt8fHPuUi7i1Km1L`Z+p>|mr4$LY|5*|C%F&!*_W#1o@Uwl>;M<$3yy(^ z7XS-lub>NYJ=CFv>oxz(fmsSOVc4PHwg7GJzr-1Gk%U?EDKlp0rYf!<0<=O+)8pz` z26^~XafeOBM(XfJVK+Zu`O(V(&Ia_Ex#gQ16| z{T(v{#UnV6WE=^*`C@2>fd~#q+~*Q#hQ*1*ggd9Dv>j#0ABAVIFmOzqNEHc4A83Z6xKEO zFe4W|$rd|WC50WT;7jBuy%w=IsGUdeCf;Ag72=XgD>d_yCkv(O$xej3x0PF z;aAcShmwt})`JFS$>Qvf`o|Mg4*7{ef4+~J2S{3!3a7&12bGX};fLQl8ls&LkXPe( zV0-LG%r`Q}7iWj-w_|%)746yz;9En{>mRoN!-sz;K=4l|IEYwkWd2l=-J;)~;I;qi zBp1IrD*v`_XFNb!-dbhWjM`_46X{Qw1DX6BgX_;upAO7Uj|v}{p)$$SmN;~;EYQMX z0WUb)h>xu1akG1cEq*1oD`@?z5ls`pk~oty8WBok`&td%3%Cb9@bTv5ZXf|$jCa;!wn-Dn#flH?^^_Edo;^mhP~RD{r@hG&YDgtq+9oW<&4(C|hfJ@pn)ExXaBZ z-a7DQFf_L7Is9e+YH59BPf}y+<)-KdU{wKjC_oF?f>JgA-^a#AvmS+RM%lgu><1kx z(AX<1Wvm1&9NSolJk*y0jwXwqFQ)VEFA&jV50z}bzTSXR$by#q1rVc@EoFLkInz0$v8j1iVEubH{T`NR zeFFBd&gcISx!<#JV^jIA%CU$S--uq%WvBzJzcgHFhza)i&5LcZCv2Q@?_3hNsF+sy zD3M2o6|fYFm^n@bs0qZvIAtOfEi5+bcjmA-6#7gZOwBfEnm?gB6vOmZBG*L{Ftthh zmUYf}ccn2yQS2yf@cU71UKOE*ra*?bL%DZl@iyo19oao~%Sxx4?Zv`|;OKjD&eeLz zMZ`Ku=+~b(J1x`RUwIMAw(I-(oVapmCh{uoNE~BqtAD4aJl2jU=Hl<+7uotu5Xevn zn+J*DuLA?*GcnA?W@o;q!k#+{B_nBTg!R$H;S_AR_96m&!b$EvXVnDqa#=(;*N1&& z=OHhNa7v8+O2N}w65(h)iL*|J!DZe$ET#~gLDKWR3#o;!N5PxxjCK55e{*=O%;)|& z?6s*A`QC&6rB~8lEVG22Q}jvB`)eBO8SA=zkMtwyZFqO_Bi-3eKTkxrraJwC4A?&r z^%9mBsfE5rrbiG6sVpyCr`u)6f;h2b|D{2IK^*=L5OZR83P#`~L~{7JMb{(RLk&a+ zks&!?o`R8}M7L2B`&8av+)ETh0{a2y55*rOf7lNhvdy{T71&g15lZD2bYiRt>4;p# z7P3mtyUW@>;{nNlnHO3AERw3Sk#|TR3lRnQ^z=i_CIN_7q3QNCqbP`1#E6W6PbKII zZY?+_)T08F+;ttQq0uZS67vlk+Y~%?EwzRRA&k9JDefSfO$Ynr?+f$w&Pf^ETg4@8 z=ox^5roXD`$2#&`K>4Fl#q|oicWSy}ohEWgO`ox?XJ(%Y-XA0h$yB(8$E{aPiO}Y0 zl;@5h3w^egDN&b2Qun)7i6XgVim2KBsfI$4ERt(p5P;I~CCM%zB|e*#<-Tt~87f&r zr3Tvw+_Edy=`VP8o2Q0EJn=ePKPm+EDbzJ@jX0HS@=Gtz ze5$d!mMl`WL~_pPw3tj=A(Fr;ZB_K!={xPOdZxJ%X7A`265yv0Y~t`XG3KdE_1g;h zJoXv%7F#I-dZctk;R7n0cxVVx1uC-Q^z>G1+{Bz%_&$g#M;K${N1Y|qX!{bt(ggTb z*k|!*=wU{{`P@M?=*}xaLXH9!m=X{GGh|RhVyIFL7ly! zG_LEyK#IEZ0nb;Qz<^MmKTzSOTu@SK(S!w$Q1Q{cPsygttG`4=3NkkZr?C)=_nIsa zVsnrF@W*7j6AP5>ipx!SOH;Cmg2bReZ(cIxA{1M<89SXP`&)**?0wc{4wL|)UArz_yfu(a2@WWsBS?`lo3RzcS1H_)KxsE_Z)q{Dv5MAm-yR zSxm*n%%Ki;>CGNbokmxte?G0oN$)S{(YA%r!BJ`6ujqN?(e9P^KM?wBfgdWrBJbaB zv%;d}PRhF)r*r3deT<}G8JGBSef53<+trvM6QP#_+xEgy;Md5PiO1&An2F2g(Kw+6 zd&AhLAP25gcynf!pwH28bywnXmD%a7&U?$aN(Oxs0hjZ;n@J)2c7DAyI>O=&z6`(Y zgp-W6#D`Q|n+XC7_syP4HL@x?Sv1_Udh4`STv10&T<2PubKA`pa}JxAyc`qO>~19g zm^H3Qo2(pDZ|yU-sa9owBL)wQ{a{flCaxFB%Kj2~;GOize$J7hezmGkk*-tUGHcAE zeS$yz!j067$t5*KcDqBLo*1v3`T8YSN8j;ngnDt#m}fggIQ_~k%a>_Fi~rDUcFDDA zxT5)hAyM0YPMHomRK9#ldAo+81$4X&7EO27!GDl=bv;0;&i)M2V1I^B*|3jQD^P1J zsMlNJTGp;QCOU>Dp}9l139CX@G-y#xDR;(6QFqPgXWG%iuV}aUHSE>CVy<0t{8i&0 z;CagZE)%o&(3wdpvs4~GOZBX9V3rfm*sa`>hITNh!>Hh3ms)C%su!ZQ^)?qj@o}zI zahh9n=}QkGS8k;v7eX!TKQ@wSi-gEO$_&pxDvpq~6@L(+W;rtE-9C|&e&?3O$a!(Z zuWGTq+U@8Hw>S2?6Li5(E(35>1Pk4g$>OAOLlsKI@jKe+sq|1LNP| z7;O0xhP>cVY%l|Zaj-A8LI2r!%6`oT(9-Tkg zc^>xBUU{O1Cd97@pHpKKcS9Yj+Os9$bIyMb5#wg$frHeckdR6H)TH&gkttq z6R_%C1UjLU!*k%_D-&twq6fGo<{;nM)u{%!CT1Y-*_l-Pw?#C7_NL@vrX&kS!l|d= z3*=x6`d!8BMcO0)D&r^c1z#u8z+6GZact*P;Yl4XRJ3nNIkGkjVfJX=cDAVvL6CDH z9KV6C*j@H{n9Qwj`ep6lfB3~^087N9$dnLjF+@oF zg#fOY5B_QhwXsKa3=uw{{Ye8*NzgofF1krhu z1+e-Bi@kl<_7F&|(;R3;-(B9;BS)o+X$@uVe^9<+malT2naCPpl_U1c#vcxHnbysr z)kI^@1C|&9&|0}=jbN;Q3&k)_4xJX!O?pwzN+H>Z*lxPpr&cXY!l%I~WIUFvns!za>kC7XNsh{z-!Nc!eDjlo1E0;s7MccG7&DFpoHzBq%JcC4Q^b4r#U=>e) zlFY1g_&)nM-U~PP!?0vFvf$UpcVHql8_B7U4TLmkW!xF>S(fV?*}uxeH>NXz`?=Nn zt?JZc5fuv7%pl5^;XTn>uz&CpJ4*wxytZQU=rV_?98|(Z9;9I9P0t3M;F=3H)fkcN zEe5hjZ%zNU6{ZW`R#qH|&K_!i^*61FH{+y}NkCTx+0fu`!_Ld9U9}aKW~igECFZg- z_7s^JYxvs^J9}((#UKmXS1-?L=j~i2KOhfYb#yxkkj-5@j~w~y{d{0moA2gox|*SK)ox>R&2lnT*@>dj=WXT7lwT6()fmH zPJBeIl}sgNR&S@Kb2SSWQXYN`ss}j+$aPg*a#_yZCJBHH0w>E$GX1hFS6tu%EFRIRK~n> z&H^>41DDphlT*$zm%8EeKKI&}%r=2Wn`fOHj!4gvcx!kVqWMkl=C7a#R>4GlDW>b6 zS;{>!?`YfYam8u(>J8vGT2>W76N2&36WK8;;fp z11np(X>3J_dTr&CnsV|RuIBrzip33;SkWIu|1?h3Vr(7SoebmJ3DYh6qPH~Xz}WD~ zD@`7|wb$fk9V)3eB+f)6xXn>w(;ii+(#S6A7yrnGOy5!Ci`d_Yj~$1ltzfX*-@wRt z;oE~3>p$Z_?>}Tx?t3_gmh42o&Cc-pk>1|A1B~?gAydBK+UO7z{euc4d~Ts!h2Bb? zQuUZWy0k#Q76X;*DDnYlku@L3?EYWCq!`AZL#YYPcm=Qj3wb3gjXLqrydO%_$2#2% zR_>K+s?&BpXJdF1Xp}6O#8Tm{#yff<6N?DYgs(`@gmGBh#&!$P`Bv41NnsA>GH29c zD_T@r8yfqlZg`#B9EpJW(d?0kgm%02Y+l6**8!93Hw*nj$Yn)&T>XyLz;fKP4bM>W{RkJiS${_^>^s4Fb?4N2-n-2SrjS#2ymtb^u zm0$=KO^1>FMjzvULv4Tj{{;k1D{;{x4&3#C^uOx-?3^94r6`?rrO1NarASai6x1w1 z_-8++gUC$xMPuJxk6T5+$XMQ=rOxM}x_NK1OSNBBgkL zVc}X;Qb5V38ykLY4fsD5V)_X^@gCJQ^b2gamVorbx6R)zOS7#Klwa zypu9n4h|<0%Rr>YvIBjAZJ|AzU`fd8##y5>FyomX@22mPd}JVO2=D$jf_#>*H8~YW z_p0DRl~=;G)g0apB0sYX(BZ%QiEGp4f0_B1aY9bY*Xa7R+j@$dliy%jUA9tsqQ2dhlm6NB-te6#eAQj(FV31#p2DmM|I1>M zm-JhryYz_a_?&-)v0KV__QKIzIVWPp`(`)&c3d+yJEYc|c}bghoF_gzq|t?XN!xw= zCL!C^qwr&n>yo#^p7zdob5gdCF=PC_4e_{pO15p`-N;n^(R)KB&!)od2brHuGfAO7 zZjH=>kB6QL&7#=~wR_ux^_Eo!f87;r+pga6thfq39giqz3T-zXOODUZSFNm9@>iw8E?I?=DZ@g#=`Dil!x`%P zR_G1n@4R^(+r)1MBR07Vhj<|r)pyqej_aStHCbbDepq*DIc73Ihp^QVOWyYi`h0NE z@riME&yxFVcz3o@A%&b`&2Luh3N@2GBn|#kwDrpB#L8m5LVP&{EyrcmDwQvVFy*Yp znKgYys$$7@-r~>!lE@;|_s`M(R8~8C7nl`_uAQ#j^Y2LqCS$Wwe@E}8|BilxT(fT~ zw5yKV^$SDady0rqnO)xGiMA=jdfS1W2S@t#mbir*n_Xt79{j)bKaaAyzy<@ zQEvv3rn%OjtpJ%-cRD{DdtJtxIbv`Mt-F#OGb!{h(7tT+?|NGf@?y1Zqd;>f8#`ia z1L8ys9}t7D{^|<-K$>Xmh{8g1TlZ#V!^GZcR}%qeo|u3r9lJ)+f|GXJDMSI2(!sFz zi_sJ`lT4cev^pW)^i#40_7W2}iC=JHtvx8IiD@PmCBV6jk#V48?H8H}BCFG~pwp5p zk<88p>J10CsTkD01$urCWJ}BSA&N}FFlti=H-AU9U2xo z9h(cnb9lPFRx*}|-Q^+`^)VPs_B!RwRvwlj+7|+NAoJszQ(tggE~4L4i`!j~M&meM zpm9-e*t-3W#<8>RI3WqbhlLz7hK!r>y( z8?$;#YqRk2m`X>G&G?N&G>)NlSEzO7DN)s%9vNK5)y7E74hjF@5dj$R$AwbZ>453r zcvhNR^a47g+rreqE$xF=*lIHtTQS@%^Z=R3Nu{__9 zZE5|mlae20Ce;%N)RI>TF-u5v0`gL&nE@(nl|wRRA^MIe5upGGzf7u*)h+F$N}qke z_1sBj{vr#6P(J3wG0rFTq`UUZB{8RJw{zdze$}92X9HvfYAYL}vcDTi3taSx7)s9^{2YpU! zPz_D%JcbHwI8XsnVBjYJ6^@`n9aI>F6oA@rN(9d%RN38olcb+zlFoaCkyOasNwPPU z2Nz_>t`PF8)-Vfw#S`wcZqGgR-1aGE9+l2en}+((26%k`F_3oK0wV~7mp*rrZZiS#3m z(7};SFKbUbQZwL$ZW*ww&;V@6Fw(ZO#IXh(&`krTD+6|ASLbB_Q*;H=VPU3UOjb@zRdFRKHU z;z(zV@Cjl7ALn-7+s2m#eLm|ZMlP}lEkTR2CJmqFN%y{zSET<&^1)`zQ>3sB77A#< zy0_U?^Kmg}*m_KZKI>hEos!z7i{s|tq5LhiJsWfsGf5D~?bIHw#>#uYX)an64c7dL zziEqAlAZRsJlp7#h+uD^7w({Mo#GSxgzPqtgNE&Bg)w-W=in&*Zv3i$ZTTU>**W2y zM>@Ov-RYt=IcmrC(_H6#H5r7ag2CW@tklOQW6K}Ck?WG2LB^5++3B=@@8R-4sFqq0 z<5DEAe~xSP*@JA`>U!Z@*y$SLZ`o2&>Wn7+fS7Yt?P$rP0WclNFB#ad&jMV^E zV>(vjdfehzoQ|Wst%ZCgZwWVNi3W*!#v65J^zw1ka=gJAiyt$QFxH$f)&ud4>G6&0 zlZ#`MI*vBB+4DLVzq~9QDtX(uIomWy3^LvrFvnDnL)R0b+MlR3c+&G0QuC4GHk{%% z1MiyB-!-jMER9jIOaI=q{&8vSqpo9%twl>E?<%)qN9BUyJI+5EB#s&M>$6oT58FtsjR!xvJWTA4 z+Uo4Hb9LK~4>RcZXRFFDw~^W#51_yKIy5A2pWUO|ZudKb{u~;b-A3wcJg92)FtI;s zgYL^8Xh=7M{(iRV02=CUJm_llScirjY_kD+?RI(@^q{#aVrb}l%JLNC9PT`-Yi9*J3%{F3p==h_ZaEB@(S`cbvSDKX`4-aiWiqhk)cZergt1C%6e|V;R1GJ(Uo)g z!><-MeKa0L-YR{~@8i(Rl{qx)3)sy?*MY?kSgmd=y4;H3Dt&^~@h`)82wN8LTao!r zoQbPVegAOdAHq1lD%8%L)XoEWtsY{|M{O527B*G9ygc>1%dTjPW9tr2v!7pggv;Qx zD$%N0^cO8cK`V2mCvzZR!PE0-WEGjVwGVP3+Svdi`t!T(sQip|Ioq zac1pN^N0HM>;%og?R99Av}4Yz^&Ez9GFo1B)BwyW`>8Ch>ch43JHoY1+t_(J*zn&y zFq&Me_8%74{91@_rm(E8M&tAHu{FBBU*}@@F79+nmbClry}r4q?3_A&0V33$D(WKV>BV9NaeZVm6rxWt3Q}rb4je#0-P$8VPt*P{5>6&`p-|{ zibM3gMO)6#;EL*+f<|aSOE7JbxjNHRg^N^b46;27*y|UgKUGp3E9J+P|EF5^l)X&|) zTfALF8#Bl!PV4M~HUdC@S^Q13A#@i&Ex;b2k-Gsj7~mr7Q6~%v6M|#>ysa9y{x=gd zU>z@D3fk{lADfI*R`O@hYiCDSJEMxr;=R*iXTZ-#uYr@$?)tu%ZUoulBYCo%4q ziD!J@i@U6Df~8c1U`Y^WZ&dSYtz0h!knnGx?g=Uwl+Gm5Iwbjq0@DpRLE8%0rJ4l& z&t9wlZkCpPY|(DPl!kU>x!^|R?_78ap>nNuS+m8bkS8C z`o9Fz^R-PnC*$+Y3ce+p>zZ_J%iR=S`)ZKd%?wTy+{P}eAbS3B215*U^8;DrRklUD zeV$fz`?n==C+IsC57M&-=eyT26?2SJN5tAEkJB3 z3=*7qkFMh@+(9m0;8_9jwkNEEEU}fYP}RE*y{cbV6TNndeV)ainl+6(FItw0YgW_O zj+C`dbQn|TTxv~7I{zN%+pmy?U9k<>`Sp2f+B7#CcgnRb&DB7LTMht?tNM9MS2e4) z`AcUtt3HK#c1u^sA6Bycuj~}I&eyBlFZSJFDpWa-`LQb9Uk-#ytKEYRg^H`)VOUcM zK6eV(+|>GX3OL>5LGkm=JI_u5-y2HLPOP+J>PvpfjjH-F&kg<+`u!^@-!{dDgJ`tm zQIt-|W648sdrYeaTk|D9xBgAMyZKDZfpTkT1MfuF1iBtcrvd$@CW(guv_+K-;hrC>d!6u<|E$Z&V|oth77s39 zF5)_Qw66=&Qq54%4ypM0cit7`6Vp|Nv*mp0nuTfD`r-1R|CYp8pT1|u=z#y1V3@{S z#1UUz8^r9V@^9C5PxncetQLb-6TkuN^)bUfe?X@b9B?+`V8wU_8ig|ksw@tYTI$nR zxJ#?gAswu|n|AH>bnkb`sxc7#9FP>9PS^V0$XA|`++E%^t7er{u z6{7x)T;VI~I%m@f?T?HH5+_w3kNLm1GpDsf4v&$St8m)d0~-z`j;o+YKA@eMtR1p^ zj67I{)71X0_CVsOYUqGpw4M314Kj8d**JW_H_IT2@_GHz~Mmg-%v%X7wC?r|XbLS&2e#UXE&J|4Rb65kH?srLuz|LM@6; zmMWR`O+2_<5geg5YbHUJ%m?+%6{WJ%zp^H)${i~$!{5Y#vvPEt!l-=Dm!~TxsWBkq z_X6je(*;%3iV%fGzT7^uaj6iX>T+_D>+`bu znMszzviiD7*2iV_-zHf`%j*3mSz62L115Q2_3H1E2R6Spnu$1nq8?Lm8uuD3rE&Mr z(@cRLxMI1+&5As2`H98Unav6xZOFtT4}XX?GCJj&)XD!l>u zScGP0Zg!>%|G}_K5W;loO%TxZ2dmL2B2q)D<&RvKCj+o%C&b2JKY3BE6LRY@ebC=9 z;~?VU(I)EQp_JG0p-9PqEE1{27uH0*7zIV16+f=*H(bHKi(^29Kci6?Vq6;>ngo_n z_bv|$=m}zZw$If*JPA+I!p5h?&@w#jSFAx7p`q zJ!-Spme*{ijU5{1w~HUE(()w;&a(pJ%WPup3$hF+M8v2bacCp&25_?AELfI8@ZPkr-R6|S1~JiwGq zgFG?i+sKwDzcKvHYX9RcO@p)d>7=&L{Y}}lQWH{!N0FZV{wCs@?7V7&!#gz~vPoH6 zB>yjNL3Ys0gzVXCTtQae^5-2o1qDZn;bDz*6t}}}`l$(UI*O8Q9ucVO?EkxUq^NKp z3K(mxTIr4DESe;!8@;{SbpheM-OwCx z6vjAh6(0|QK>L4!E8u?uglHQE9rzeU<&%$y1M;Frh5m6awR*6+p!obK&W`kP7pAiw zBYrMv01i^I2LoAZuL`WPe)7WKU+O8YQs32Z0)AxQS=BcWb#xnTH1*LmM)Bvr_rZ@W8uCS)%Ly=RqYpX zGL~WnD*;Svj_Bf{#jULw)aS}g!*8F%+xC#6=np)xftHC;36MtLn-Ond3T6d+FCy*Z3kVv2t zYuCVn8X~_9+g4x%!MK|fXC6OeN{`i(&92;kRTH;7)m+JBX*oJuH(_)W%WD=;a9hIf zhD)z{NxM3Rx9&zQPmp?!GBxE2ZKc~nB?NZT*A66N`#?BzFvDoGgvw)XvX-ZYD<&Ln zVzte1?NzT=u8t+GyF<$pz{~2!{e-ONXhBmhFqbEPbA5pnuO()HS^O(83Zz&-r>H&V zCT)3YxnjcNCf407AmJvaUk?l#h~e_9UhmMoc)T+45a>m7?&W5>t&7BHuSLuLF=}24 zTTt^7yN;R{PylL1{=X~W+v&EhsA?(%s-4ADGkQK3Q3uOo1=Tv(7FBIz4OCzE6LHaH z*vqF8jx}nGMC8~Tr)rG7WXFJ$zghaqeQYMYa;YNC3wGYC>zhZ#oR71n9`w(^Rz z0_(*GL~*@FzqRDfZFZN(y@@i3Oo+_5hrMz;0oIihOMiq5_dowy4dKM&d#xmHq!+UE zwh;KvR-_OEKJNuAFCPI`lbe?5yfgX91*{~GipThIs7J>)8W#^N$87+Xl*ZwWmVS9~|CFAb!Dt;5PehKP(XSiSWJ5HOb<8UW5pu~ADPGf6Zz^8;Nodh z?tFtfe5bjCtwXX0WIZpRhWV1w6c$eLlZGlrJXU@xGvww-(R!S*Ho@t!BGYlq>Ct$t zkEMB)SNU~#U5`Taj>rT{b3V87t7}K8_P7cv8g8#52KznJrx0BVEW=y<*y7_z(#qs_ z03#GN`B3?Q<4#NHyWMdGc8-h0+`AOlGFp$uV|`4`=3MC4VYjO4*cj1u7-6e@%hR)% zC&Mcym~IlOEhd-~fzl;gWW=+9Hla|hr}gZdTmBM1zqsODz~r+TpCBzP{@VzBzJ!v>h^i^YVk^3uAkVF>&#BW>eI z%3)VT;$y`xyOgSnY?rfSv-L4|y~e}WVfcJ%VfegUVfZ}w zVfe>e%VePsDMO7FF!Y%$92F%O#!TtR$E)w(6=pW!KhH9$IL&+QP%;pBG9{0xAiyQG z?mb>T`zBEh`yuc&}YrkuK?D=4ac?c^5OANy# z3Ns2z6vOxp<{K;#jD`2pQq2qUViLE`Oc%e_s4Q7_hae?f4@;^@uyl#RFZJtsER$?> zE^XL(^t;Np;J2KAC_YyjZPpE$SM-=AVQGgaM&r+6Bw>G7S^VAB?zmPqvbK&p(oi^Z z333ukpTC;dPVhIZt&ASbj;W;H{wRLQxChO&E%`zBvydQ{$EFaTpERgAE`PCdPiiB%t9L+9;S}rQ(+=Dni zRj1iz&HLO_gOu;BppE@w*U+%)el3wDoAVisCs)0kZ})wufD6(nzqyO4l>bdn`7i(k z`#|t$A8%YQh`7D)WjBt+7R)`JZgrM|_{&;OF?sq^{p|01IZ(axxp{)W&k-FOdmMR% z1eCn`lZ)?aAb+f#F7>h*!;*Wn!{9np;r3UvNEq3bF>%265r(pf)y zI5`>$|C3g<>=II}tSb3eRVTG)l3W3o(h4|#zu7HZ77T$sSKafAEF=hd^L%9IQ)D4` zNWk+EhYF?cu9tsllU%j`A%t3RL-Nao)7YNPm7ZoRG#&hP(nG-vZIMIxaC%Bs}Tyr=#6pDSGzMKT1ob zqa@TFg+vtUR64{I8fFidVt=V*`w!xjjCXFwA|2LGRh$KW{V7Fc>ILa9k1c3>YIM`n z5RV5H1VJwe7+>r;XzIu|1u)3&3Y`>p@Pg@T({A$ykj~RO-t1Azt znhNVTmnNk24(*I$9y=}e)v0B{9gE!(MntNI&I>d3yTl5VW3N4;?SJIr!~SZL@4=|n zBd4#>hmTwy)@QvdBw^oignweXi6CQKJ!RDm5f98vc9%Z=Mz6&T`Z#8=^enUPjWoZb zjx@hJ$+OIk@@JV+KW=Wm7s*R~4oW@PD@xS851Q4fwK6Z$C}!^WU6$W-8C3Dse;lL21$xz(HEg%<5sY+*P>BkcuZn83 z&990|hFlx4YacZY(}HAH9OBdA{fa;7Y$eIh=iV)q{Z2Ps|{0t+DSYLzD&t*Wl@UEsmmjSk2~07EKg|@<@*lO*{;Hz=v50(81^5`GRy&` zHz~PUl1dcl^k7G8Pw+ zM@8lY;bor+upE;Q6mxuToyb7;uqMPtCOrFNR9z(L>7}ymZ67lm-56>)OcZo@(ahC1{oSwYG zqr~Ivpv2gp*3cnlwmnaHON?`vVTLL>;w;cMe&zZngKDAMl`}-z^)sbr__0^}gQhMw zt-{)n;NdyHn@v@RwTR zy3Z)B=e&56HSEp0&}{U1=j#{FuXFK0i;^}|VdE?jbx*TOmftP$ADIMB-xgoxOwV&P zar_9mNg{(^swiX{|Ke@Jgxg0A!LL6p>rJd%L6vR{&ewI`&UGgC9o_Ht(Np+HeaN95 z*R$Q3b;_gF4jtFSZ|ZYZKtTPW%27o8-$H2{!O1;9U|<|a zQ&~?fpl=O!DDSZu8&c&Sh(q+*jAi3c={Z5NAIi->TBKutRV47BJ^PV8d)7Pp-Vfg8 zPd^?1!Dhq^KNeQWpb8;i7Jfh~{J^(9MLR#p=R(vk0AjS$@GM%z@w4A}{2m_UteKKN z+!Fr6>=7;|h!U3!golg&sLP(CpnT?Gxk4`atCIB>zl_=KqaGsq352!#tRJj1CyZby zJSBg|BWsS)_SoxzgA5UH=@y2~10oE{bqvdIgkLY;T-fRi|9SrF5Tfx&iao21>OI8G&l7r=Ayw7`09%K>(S*mb>g~2nX#?d zOa@Cv%#40YGDu%9^~6B#GmE7bR*++PGQz<0iOblaSf!I-ESyvYk0U=x|DJ+hrB-if zz3nkuve@4ee#Y#7x|zkhylE=S|3avXFJFC`)vo;+Ya@I{)nBY{p!H~M?jjz%;zOZt zmtEklv*fUKnI-c2;HQ4`(ycf}>U}vsOTfCqMpdK6exQMFWw#Mq$pH|w13@^R!g*H?jnDoub8r?GV_@<2|#>F}0Rued-9tdMm}saITrS8y0&Tf5xtocMBS=l$5- zFG?b*Psfx*Ur>X+o=ra#B2oAR zUvq(*x?QsFwZO-dzYn6YfWjUM*YI(dbIfH2hRB~~q>soHv;6JuR}V}0p4~Y#o5-~U z)aupm0J@e5yG7*QtM-8)_C<)=&~%LYq9;r;P9;MR4@-BeR-J zNoT9)T=d|E=gQ-zasB}=Hk#x5ySp6(lY)cU-;@?1NKZ`zAh9*xZqTRf`j=d+D-yvBDweIsX>`eV!wu*hV@7NBNf%y%_by-P5IZn*1t_B<9<3%NJv+2%kg`IutV;4 zZWpo5@a)k)18H_%Osi*pdYS#=5*aD5YkA9Ex-;6U**Ekr=BIkxU*7CM)vuj@$qoL1 zHt+<-BMVc)X^i3!cC*;|$BmWK=_Fc!hgk~J#lLcy` z*QcDrT36YmHz1hU(}4(_=|CqOyI(Us!&5m%7)^FDKRTJq*}Mh!C}csI#WV>8>FP)V z933?W=ZK)B-gtW8nqu>82kvnIPzz+b_pC$vYQ3d*b!t22fU+l~8U>8Uxq zjwq_=KggPYueyj3k5yp#M*i#z1LoP!iqeY|1=5dqqGb3(!LVqootNd0^h|;{qq#nX zuUQRqGmB*_uuf3LT6=e!zih@%Hd*y}>T}+zl$=%8GZ0~UZ-gP2K}}*wTGsp^QdQxnfKy4H{aBM-!d_=s zEnAA@9)&L`b62dc{`GME>zl11Nza9|e)j`;EqtYGI%86qi+=5v#?OBS@Gf5Re2$y+ z$Ffo@4VvJ(HRa#)w%lAuR{4A$^Cf-k7C6$)b{Ne;rvU2e8;#iD_VZ|UmyIYv*K z?N0VO3+vh7QhO8;Aesn}mEclzZ#r+*(IcBtDh)$AJ9iDk3hV5_B-&>Gr*u;y`0XTJ zCCfU3GvbGRwxd+^z7HFBV-qUr_iKtce_{qYii4NV>>VqspB&{L$lH&8%B_ISuQaiW zTh|4_x;!)I(6ZFC%&aucJIGolM!OmaX%5qrTf6H|8wJ|(1pZ^gxhrG-xCg@*-G$3>V0NykO1#eB^oj~K@YzYcGyTU}MT_Vpwknp~_3!XgaR&mg zs-^tO2Z|PimO4ah4#o*OdE}m_oVx(T- z^8YG%8+iQ3$9E5;Wcm-yYDS|K(l2g)H%0rXGH@kn4%_ZsD-aOme0RR=TG;I~s`}N% z!|}*0c+^)+XZcW~W)%0>aKqU`^P;7A5BDo<#3$xHS2?nEP3+bna4EX=cKK&mAiVaS zEcRfPdk+td4DZ3FX)){S=KZ}&XD{8~n_K5jv)q7zbyM{RJ8B9gK7%EN@0K_@rQRcD znE6L;!9EF5WOfkug&axn{9j5ExKGmvZJ;VZHF{*=}(+gNa`3v2;Z>F%h*QwjWSuM5=d_ zps7vmkFMR-$G}ICEzotdiTK|Hk+7;CT{07SkyCDS$ak=+bZmrKlb|?X_DtT2$D1qJ zF5m?DlJW=r;c@dC>A8KU%omG!I`UQfZo)CbI{fn1(Ly>gkr+qO)SUQEe%*=w^C!>= zm{n*V9JmSgKF|BWuQ7aO0xi2+OLvrgs*I9*#HqQ*y$@X--~aAY`9i(Sp?=$sKNtm3lPG=Rw zt5`p*79=CBY7+~nTNB>K4Y$0uVAQ2O_%!!MwqU_xK2lJIe=l&8%VM&$O9mdbw6Z@LYDK$=<=#sY7@uDu>1MGDVNIHpDBUZ%#||W9zMn3iwwY@6}JH^YU-J zWn)>HMAu-lj5RF{GUs7a2-Y)!eOA?xHp^eC*=`2F^e_B8Hjdg9{s=z>rqz6JJr&+^ zBdvd!Y^^3{#qS~}!b8*C7c|Vrg4;sy-`m<+R?Xqf1)Dh@KZjVQ@p z@N7f|MQ?Psbs!E|aIY{iCEsMuQIHEeeob+BhR`~<%}L|4i7PYwjQf@+jw_kQUtJ_f z@IBXQhbgx@g_vFAU}lgMXOAjJHy16}%ij2ZopV2h!By@qHijFEebwC!(I&yRWboSo zhn!vDauKII1{=fw#J+Z3tP}I`cG)}hl>B)LSVjA)^E}>}@b0}TpXm^bI@3+%E$k%U z#qU$o={}+nqxfsAmcFP0Tu~XHi+JS;xiDD09ORU6{?-HCuX>YNzuPu`^+$DnuC2jU zVeDo;P{y4>&XsokgDVUi{<@_K<9z>?%f_woiFewrnUgK}Q>mO@(m{_t@;(9oR&w~d zEa%%p0gWSurO>;okT_pwVVnQTp@RQaCZ)z_X>T~$a?Wbf2^7fo$(KJCk`HjOIwtJ0 zh03))_`TYgFEza|l@=qT7M4HQ8k{;W!l(2(4%~Xja?A4IW;OAo#(sOMx z8$)6nh8#SJ^Y8j`5;l?)+n;b6rk`l~z!D2z&W4%_-7qV;?Mjg=NTbo@QeXUh6taZ_4?Pk%?c$XZ5PKCn&TH?;HzoP-Rr{4c3+uyyNcsbWTW<(b>zFfm25CRM75?;KyGL z!7f|6b9s)|EmKzD9)7;B{21J82h`+EHKz)8lq+-l+{&Niw?4%>HqggSU>WmAZ?Mt8 z7ZVhZg4ojj=;$~#6!sTbM{FYbNT~}Hll?_3dyq)dr!E?5T81zr|C&M1HKC@}VTkUDqT&G`d zjwG@7-ZZYr8pWZQKn^>sZnDOQ8@MK+zaEIK9ij?>cfcI3SneT#SNjyM=qYSVqxHQ9 z8Hgv8YWzXy+%__yd~^-R^A~Z>&zzeOfp7fWnp0 zT_ZKk(tq06>MnL~=XhhMfr>BO14>t4djFApuzQQe7Yk0lCoT(;SGh8J2&d)%ypI)% z?cOTz#Wp108+_wdRJ)RT`kRDz$%=l=rqAweIM5>H-k^tDQRB)84^AzzWCa?t*|Gbt zBS|mdS!dk&gp;|A<-wi(#=aPPcUVS0^~k@MqzGE5!lIhk!;-J^x-jy7?g3qxem}RO z-qrQ=_Nhf;Vnh1~`F9W||JJDPt9&D(>bM(S(&|u4=Wa!<;k>))w7R)YC`GVBE2qS$ zey7I=!&LjXscfb%EYtSO!e*jEI7Q?4%T@m3k0G`G96)Ls6b$9^my31t0F}S?>I)jc&b!c9`CY(b$Z2|->Y1M zoh5qN#YrGQhlb%~7` z`JP!Ueetr^VJU!4n6eZ>6K-{KxBb|DdjbS$vs5fYpEXv3aF}bB1D>5#f*xy5blJtw z#BnE?*hh1-;V(eG1zZgV*yI=#QM=nk6C0-Y;?P5)T6b6Dd05oOsO_1c{t>IlNbP zZVJ9ylkO{9ndP+MHGkjW-kk4vlqOz|b02;9>IhW%9x_-c9<^R5zUa+e`FdL;C3+Ck?)HZ1j^Q!xj{0W=kJuat7T2Y*!!;shx80(ZbDH^?{A=Lk%2O;NuB z*2I{|OL^B`j`&&@X-fdy)|NQ*wPeu=+?RP9;z`o=AG58y1UPozb=w|%WmdFlbJP-n z7zcY--6>YC9d>62`j`d#!Z+M~$LROxykYr9lS`qN5J#MV%N(@OXX(Zm()8mB_u|kh za{tq9AJc6K(UT?E3rmivs=XZPIybK<%U?$xUuU@_;{NLH@Una%zfn6+&jQIq-&kN=A|H|ie z{g26WnM85mrt)@uv*=t6YH7F*3V~s53up!CoxPM~|Yjk%Lv%&!^ z7j5=7Up}jqlC19^H`54rjSe+;tI?$hxz03aa1Hg;O2I$t(Te|b@e`RM7Q(wYv`%_m zwyvC z0wc$P42;0^aUhDLFekah(?NV_qoIv{Yl=m@MN0hIYU9#%(8wG?_Zf8nnSCS>1xj&lz!8l?9#2Iu zc(!lX6|0`~XzQ^mVJ5)(vi8+*3NmdmbACoqAU_?q*Zm%3B=YUs+E>dgD7Sr|5++XT zc6jj6Km}r93?13)LF&GwO3yoMtB*^a47ZOkGVJ@HL?}j2i8! zms6pPAd_w6GnbZn0KAxHPE`=(;^x|9CQVhO(cs>jVbPuPF|dq|&h|9Q+Ec!T%jp9C z+XlYXkBR+G1HF!*0f`tp#dfu%F=anu%eOAI@gE}+e6H!<#_v-z5z-(0_f4g3@iPq* z;W5p}k3)9SJhfDbYwaY+sk{?C<{2UW>yID9tv^_D6A0|sSbzWXSu7G=MY}w+GPQF>tIqU0R`mFJ{vG?M2_B4DAa-SK2ic)<=6%s`5IQbbwEF^qp=TMf9CA3ss#a zkh*f#>FJaKjfi@I9pfjB82)AY***%VoD7x=VdMrLc}!@e;C3Zl~5N)J9i1OHo% ze{n6e6@)csxd&Aveo(n8wj;odIGV~SVPnT>%=bq8HI}90Y!Saz%!ZP-BV59sw-m4g zx8((5!4Etj!U8ol%!t*}gcVOwp=J)HN?8i*7+DG|2mb6PAI>=>pKe7uI}A6N*tP@) zqHEA9f1Q{DZFcFysKT5`zHQDCo||ncImpi8o@}|K$FzLe6GCtZPVkU?*mMgnKYcuV zIG8`cqFu%Ko;FdsCWHX`zZH>rKtrXT|qqqRVo=^QLmy;qfO+kf$2jfyAjJe6{mlY(7}9cg+h>D z%V3dO6+O@co*Eb*RI(kh{H zqW7dtd{G0-cb3dUEQgk!8Urn|2DX)}=$&X2nNStltjk_jZzTiJ)kD*$>LSIeTua*2 zsAg8o0Tv*(piQKzfoVERnj)6LC8x&I(7nU~7KJK$DcVG`8rZFqq$)6&qEqT=s3TAz zUzICBn@C&(D|M0-M=akIoGwm52O|eq(ePBW&Udmjc^WUJ`O zXcKX2n#~y#v1?$;PSVWF(igiAJ$i}{M#!Rtp9DKE3%X_!X{eQ|r5NUSO%)3{)d@ON zEQba^PtVmW&FPZmTu$z$NqkrXOLx`=;tHBXj2c)nI&P;){8tT2aF)D+FM~@@hbEzA z83WrdtLSZL6K|_w;?9yk;Qy-2mN6Va5zEqy)3il|ujU^<(49_SMds@x*qQ{t`kz(q z{(%qoS9r~BOZrcHWwpLEsD+XbSC^ELwLowiEcINYRv74m+?!@uL;|k# z|FdWd)a$>u8?D3u{l29Q6|G!rg}y&6366H%_PLOys*D z*mn7!)42}U#VNVXf2Q%Yb(?+E3KoHOuMiDLjTedHd(E6M@UHMtR1~8H%FccRIJ#+kHM9ix=4VTO{C_4_*=M zCO8&N(@Z%|An~2vc+lh^nK;_#UyZ;(MMHh3MgJ4^^~t0F(GL;r_-596>_2KxUknTH z({Gm(+QDo`d)BSr_OBN_21`ImrZVY;JR?02Z0f?tA4EN|Fwi~+v zlP?TyI-^sG@E|OuG~1UGjsMh-3ZA+SQ^YHo%zyTW6c>Spi)0R*)J~kV#g~)CX;TxL z?Gms{ia^mt51L7pjL%x8Bm`5Aax-?Z7UC>C?JZ|bF_6>g7c&@I(Q?d7*j;i0$U&X0 zC}qqYMU+FXGfNzh(i=+7$ znCr@EgC)|e3#Xcj9SeY`nSF9DoNe;S^oR`8UH(pwr|QhaaPJU);~3gCLcSQQ-dXpN zXyOZV&1!gwDyI_uB-f+eKPSi+6Jirm42F-9p8qsd4i-OfP=vvPsM0C-=)dG<>(5Vn zu~p;0QRr#sGZ^0QnPn})*ZUO5qb|qa&Nogz9&TUa#KSG2;B77TA`5?1W7=H4p%_qv z0L2+l)U>9}jTK{l^qlc=kcs^#``jCe`;W^Zhv^r@koi^>J^q41It zX&!C}mX|fni;wuD>SE@`h9jFjje376(^GU?>Q~8|6_mJNxZscWx{U4o#kU^Q6v+qH zosb4B*zD}6TOVjn%2L2*;2+aYF1Q835)gcy1J%h=9~bM23KM)awO~`@ym^DF!^|*b zT0%IrLkU$uxXFQnvbABrDg9(_v-sy1>=p+``>zadDQu9LA>nuqQ1bl>5dNsLvx%_- z=V(u(t}$hLE^}jj&g{qVU1Tho<%bNPQYt3)+yezCE5!g35H5`>8_8YrBj?EW8cpMJ3jApff}AWB#osQ9*%aB7X89DKJ2sAw33D0P zO-Bq4hYjXbupiUp>v!6{bK6W&k`yE7g%pv*e5#%9E(_x3W+}0;&a5EESF=keeJrQ3 zEI?bpetd8jKQWDIU8&O1C{y7wH(Obf&TV%3XMF;Z1x1!tlK?>IP%>Iw{-LKo7=r1B zr@!^r3r{zxFW%wS5W2K?hQ44|)ALDts-&yAoXW)|q1FLy()CKO5jMjOW*w}2rvR&t z(JUUU+?Nlj_UaIN`BJJgHN{YYS=Y{hRaVo~HKrbLm*ytJ1$T?(*S}6uGsqsM&Wg8wc{c@sl3bHv1Hu83x~@?DFv ziR;+=EUypu<+cr~Oh@w<%`^+L*N#IpV>Qil0^_K1Tg9%a!Q!62CtwGk!ijyv@kg3M zUC$!2mOTa*C63xj$UuVT>gT{XhTK-^YicQR&-W+bFrO{FHCuv%KKk~-=g4R^pG41M zvX*@Y78Q=#X~;mbrg?E-9D8o7>NT~NxSSDZq0g4^nyvalUvT?iIWn5gH_@|1ptyut zje}HIa*>nQ#@!9fPvyD6G+XeE^M2`agQnF7!8CWzpcorZ7 zS(?w)5~oYadXToA2Lu)sQ8Ty}2jCw*vW5Y1;T9hzl=d; z4Fck{auc=g9ae;WZ~x3XA|(&D^{kPF=T-yZ&Z9m~ru-IJh^&)vc2L=WCFU83yc2mT z@;Qc-rW{Q@15Q<6R06%+0#1qwRPuq!3GK8PL-arlIP^;fqvmi84!{m*n<-j01mrzO znnmpC*Z1?-feDmyu1~rQ!TM=2uTW`vfk{V*_KWK{AVdenbsQ0*!{Rzl2+>h-ITOw- zUs;oYkaS)Ug6DOm!JAi;iR(q6RGKcOz~@{LZG=%kzDM1~S79S0CYEGl?Yx9*IL;OR zDbW#54`yIUCuV#!*Lr9~^LUbX1)b7_#o<79pr2YW4E~>%@6=G6DF$MwE$g@iz%mL6 zdKR2#zAw)xP8Ys={JDf`Nc&bSF3=q6PS**{mTXx$ma8dz)ht(=oFwQ{n3xOd1aQeu6VN;-Coomg=PktgvEzDLml2CJ<&`;vjNR%G*8haX%je1pv;!kGvnm+19F?6pmMLGa<>T} zN(#Lloz(jGCZ^J3rg95F6h){`sG^KHD5LTk%Gi!F`l5_KQN~4-5sorKQN~qtMzpa5 zW%L7#DI2*=AdN7;h(GSivO%yCs5sr08ciWghDl+g z$XaD=`b81xjmG!1A@_%M@*!kzSbk@>(s^!tSbKcOeyBJrA|n#k9UwHD$Eh5jp%ox= zQ=w2pa<1})7X105iVO(E!Jq%uXpV7wUX8vf1|H9$bvsA1mlAUMwVG!@^w&ip*}3Le zZib%?LtiJ^dCKpAC6` z_U%q&oywS+l`*k_$!?@%w10_JN`_GY7zn7)fnIF77SY(j0v=G9e`JP$Z1QL^7eyRy zo1*+ntzt7A0~&yU3LQ}IWm;CxPKHxuqhw6)fQD%QVqillfW&vLIq&I4exCXm3uLWN z5;>zWCik9s8wh?qdBmyr`#*U}$AXw*scnYeu@eV2wCC{*lJULad2(_p@TbA^uAjp zH6irZfe}t=R;E3)oN+EDKU=rgZ(!eI^CNbcn<`~^d3K{hw9VkvZ|cv44+})t(t4ak zN_vMP$B|6iYpFymjKU?ooo{8HF*6E_k&Eydvs@*!7k7TxG%ix!jWMw6tDKTot;W;X z>EkT(r+eSsM61%kNsvTQ)iY&-Z3BO3Q->!P>l_v2CPthTy%l5~HTxXLAJU5uPNJQQ zX!Ltc=B(&yGnCF2A!TCoJSm*tHSjDrS5H&kL0?kwg51PrixvO9>*P23WZ)5p>vOL@ z<9pejirK|yt#4nOQvqJVGUrLagx*!C6vA?{zK}4<5Tr%|^zw zrcCbU`*H3h(CFl>S1DD@V}6I5n_{Z_-%Iuy^d7P%KE0(mRb`~c<9`@j7}_16p>uJX zi#tBkIOCc>3-Pn^UV8a05^eRwe`B3JzqteM3vm}hIkaYd7l*%dQm@gE1ysW}AGS%j zba;fW(l=YQN}mv|@R&dIi*%*p`Pk9hj86sFSHe;D;~tcK{X5F;=L+%iTS-&IUp=Y6 zZ^m--TTGaH*dpOF2!*)$tr#fd&z{r=mtjHu7Q1I2Hc7Z_IEOCNH~&IN9}}%`ndZYH zk10Uf9lcjEl;vyIfeI*lS0T!7IgPT{IYFR)D|4FoV<+`%MOY4gizm|$;lPa|oFERs zZng3IfZY~j+4wDnARjhJczD0cdf1V!8@?zM>6(_bz}jpOw!n>oAPSPr28toe%pdoK zQe4yah0;*)M!^>aKiBwuA%7GEP!K{vz5({?0N>JV0gG5;^T&OF+=cj%2Lr@O52$SSI0-ZPEN~p?!`$ z%uVg$al0f9L3`yzdm6Rv#wS)46H%~@P6GCNt^s0h>|bCkvNHtu9T&GF}Ho0&)+ z=+Hj+4%5qI6gceiT!KsqOPI6^sOemE6QPOKo#Do>SC^^D=M?;cXBY_A z8SOhl22K(iETrW8VkIk=JYpqHk5wKlGf?Coo8V{}8LgAJLhk#NoC8(lYpML+nP+a< zzFyEO{4=zCna#l*33XV~ocLxJa}dj&^q+m(n`X&GL<{m@bYol+2v3! z`5Jmr9yM2-T8yUSuN3+7=2*bt2z_rpf4%Zj7k1C;G-MzArN-!rm?;R!q_qg~D!C6} z4KQKW8zHrAhJi_(ckdHpEu@_PE3#S8n*T3j@iOIt>C+{oXX4l-xBp}au1H*Z9>RXsdDSXcYGZCnXp#rR-t?dQyKC4kWyj+(Qbr2-sK)0s>% zp{74kbKw$!GY`ks7O`H{@p?G0?ngh0V=2$G813Oet#@H3mg=5c$>+GCU20-;jPL7>HC z9<6!C_;yL7w@(jmX?l25T14p+Cip#uK5n{>5#6yexL5vMU9i>oL|o2j-yU@F_YZQn zcR?wgC*FY0o25uq3ir5HGtKSf=BK;3Ss$elc^2+}R~vDZ9NeOcv_!w&HZ08zBY#!4 zTI6!yHy`@>GI+dow>B!fzq+o3`3k$d{pD@M@#V@&W9-cP!wdSVzTg=!AEznksE+Og zS{3fT9hLsbGWsw3Z^iE-o+4Y_xE&-{8nf}`?qP1gH920gj8)Ht!d@OIKDPt8#g}UZ z%tzf8JLaN-=-Zt{-@=zSJDRf`ke~9wNce>E=Zk6_Ctm@@fHFGNd-)0Ky&QP+&S1K| zIbeF9@7Eq`t1T7m@Z?f+5?jX|5>?*vk5jwMkp(F4%Z&nrqXSADQ<5wXmRR>oCacTj z2|GUBjfQuaI&4^Vug>w`{qs7kO<%ee89IVy2LGpVuzWThDh@G26?w=ETwzvE?!n!l z`Xr^yJgkG(xBUx=r%{pSwFvYCI(zU>ao!?cd~IW2 zg8TZ|{oVRp>&!jjRtK$L`+p}In|9CsBEQut=D9t#kA;`r#glc=2DWef;pbjC5m`Nf zUL1tg7yMp!dNH%~q+ui~jl*S~ z@;#;vUj(h=U$Z7O#Sqj*DHK-6XxWWa{*kY&K9e{}o@y~-F)<8hZnQUeZmO=~(ky*p zP~ZfHB&~qAYA)TRB7|}0!vT0T{^b$&r*~SfKA0d4o%gsd8qGWZU z=TEAlCqpxBZx?Nn#vRuR*$d^7ni+02?&+qt8{hIC%VHa?S+W+;5PWUUYaLA92LIy% zXAY$NY-PAJxg{``sJ=EgJWE*Oa$~J`ZL8}%xs|GQzUCsN$F8>zXLsHq@v z)6p*94;^f=)|(S5;WU)EwI*9s5D|P|6Km=8f9QJ4usDKlYm|gQ5?lfV5AGH$!QI_; za2ps1o(vw`f+c8hm%$wd2<{ASL4rF8E`i*J_dEBVbMEu~*o#%Gc2)O}X{xJw*DkbM z+!D@#f5x=xqm)-i*{@}ak7SG2R0#@3JhSHk+L`wT()L2xai9L)BEfBK)~McbZPxMu z94>OT%;J+medJH)pMVcj%01y^=&MeR6I^ZF>0)N#dH+?6kT^k>h zw9~*Q9R|`|f`)_e7Xjd2gc5rxL-y&QBM?yy0{ZuE;h>sF%?T(Lz<4#XW7xd^>S@;+ zfThod2z8|@n2!2NzL?eS`PMQU*!5_KflilWbb{sW%kg&Vc9^9qJ~@^~!Reb}cyQ|n zD0qOaX4u<{$;3#hih0LUsfyhP7=QpU{{XuXd#Q@+2Pn1&py>ey_GL?bS@1oJlv6j< z40-0Cew?HYz0WsJ-axe1q9>5;q0qbTm@Eg&W1Wj};FzqD_m&>@m42ZzcNaA$@MFj$ z-sAea2P=lgT-HMOp%958eRDd?|oW~bsmkVOs+O{zMkL|rH5*w%(|X!!hzQ)s-?H1 zr_r8vk&JQLt{r31FXSu+Onzr0_pfng94HVH>(p!!64x)(JZ%oTV&KhdPJF#yCpp+?U;W#;igRF726&6|c3@Syf%i7&I%;R^#uv=q^3jK(EP`^$(cV0v>cZf~wzIhV!Em*!t;C8rP zXWXVtyR6uf%46gSbVKKE{*A{7T2c7<$Q(u5k0ArDBN98HbT=21(X$SlE*LOy{yvp; z#Z}A6R1jyxJ98#iK4gFbl@^IF^?AyTU@-#hT|!)guK@9<{lWy3((}oIis>7>Jl%cy zI1p@w^@5btp71t0nm6*U7kX;mUbWo%+G`|LWR#FT+awBZtxRc;o`7)jtxDxR@2~uC zP~$ztrX5A+2MV169$w-T*~Ohgk8$4X&-?y1-PI|&TQ01uB#c|jpA7e2?zMcphXLAH|o5sCv_UdS(>go8(uMSvrU&Y(`nUJ;XMx#Ue z4A~7Z#~&d=UBU2e^~ScCj}(FXh9TRyjctM-Dg5?H1CGl!FCZPKSB5Lkgksvy*&gY> zAVAaG9@OmzYWzso0a{1imSCX!egWya0GrDF+csuc#WF3@%2_e;v2v2Y>hf6;@}Y9* z$Ihz)QRj|#aqdBv^k3eAzAw8yyQKA?U>6CmMc!5CK%PjD(_BhbCHIHoc|{nWdZJcl zoLM97%R8Y~74Qe@O_Ea3FW(rOE?u+W>v=-Cai`OlmBf~IM|2a8e1fi9gydT%(_R({ zR-KYnwJp9Zx`^s3q`#6cv(xKno=8I}V}XCN$q#{#qA(?awgs7Zf&7Vq8eIToc%T*! zv{NoS>2mtjRVDg7>N!A1@e#QU^cz(VzUnCe zoEb^|>x*-7PSxzIu}}h;Q|0{KB3}PaDMOFZ@jzO+x6KGP9}bowjsTVYNKU9+Qo| z+e<}%f8kAsXca0|W@yhV2eOD8=Pym47HVEDPOz9_-)SQsP}vx+=Z*v|b8Ywmg@2?u z!T{L=2(&-81~V&E$o_za@IYmXkI9s>>dI5ftABpfc9CV*e`(Y2`2o9)psDArPsh=P z1zFhPlJCA6t7MLB{KDbQb%3eo-89l(c^F1_GYfTK*53yh%p>8J zCI=R(+Tj?{|LmY3OzA&_-i9I6dfylShvSLgQ;!51fJg|3FTBaI;1~WBCzE6oY21Ay zz->}zN8J+U?nmFwY(ta_S<1Yw81$p>VE&i#r1ZP7zwze5mKtPbykWI_f%gWt##CD> z85NS)8g76)A6D0DL-MsS4%KS)BOCH_9Oaa2y1@<#He|05jBaLR!q?7J3!e@cUF7+G z#LO*v+x_02_9;~;TR!C?f@~nzD*JOI36kIii>7g^MB9)c=nDiGR})FcKDqO1kE#ks z3E5FPg5`45Lgent&1slwd(OSk@}yIdXw1bK`rep@@SX3?shnzi#=X$!WO32`M!i7tAo~1A441DHf86?j%s{lVex2Q{+ zy#7VN+w3Pww3;dFL^ymn`FR95LBm&`vgWqdbaG?PwFA=;e#K=rp0@pD0H!PI58YqF z_IFH4r-X$Y*H;do)H4Go1li%`%$qWQ<`GoxD>}@`*&wPhq`D`}-e}?VQK|q_ zjfp11(p))sFM-s!r5M@K6a)nlOD8S&qi*HnKukdq2-K|-P&Lim&9bU@?9DQ8xYKz) z@|5=RKP30*MQiG^2m}=vo+UX26%8#q_ib|*=*_HsGoc;V7Urg%$HB!i!G9A<;gjpP zGw+GWOY&n-hTeJ#Pfn9I&An)a(h%`ef#7j|BcxxR|C}46KJvb$bf527u}SMC${{aR zeJ9|zl|kt`FLtuM^5o*M8pk~$xTus>%GmPBUP7DicPr$~G(y75#p=pXOOE>&L#V#| zi&>#YyeWPje>a56cceLV4YkEi-Wz-4stPr{K1C;}B}yX_fzbH-JhnoFO#FaK`sMr!49U zHy)D*YM@rEr5WNWUBNZ@od1ku)9ZtH#h;dK=QvCUZ=sZz>M3>Hl*|?G1(H@(F`*7` zDkdd{BYsJJ|E4K|R~>MtjNT?3eM*Tk-!T^w+@!YdZNohEZbctr6bQAca*p0TmI2Yg zu-P|wM{ia|K)D&%+z@Q`bzbYMRdx_f2zL1zFX(EO9+azu&A!Ild$vje zqEW&w|Ha#Own_-fRm5ih#an;2iUp!k#4cauEkCPl2G^m8mXzukF69DrTKGS-^?~j^ zsvW>a>Nm_~I)>Oe-GE972IyUO{{t;~q{9z%@BgF!QTxHud)Rb3r8<6$l?MN!Xr7p^ z%lYe)$v-jTqTU>k@XowgCs;gIVN)p8f&Ej{s{`MKR+ng(y1mkdRnfQa{8&i7kHu;^ zKGZP$TDvxD5@P(%qbVS%d+jdGmNWN}Z~HdfDiqxtZH36Mj*UPXRW`QQ>TjQ)XH`XAR`fnOiuav)H>W#M zLnxc2C@{PB+gtvhK^8}N+ot%8)XLf$`_HPdqE^Reev|1_5zJW8a}}Vs*(+xi_}9vp z0s$*$<@lG%+iQOhl~+!#AQA@{*UCblZuo@vF|OqK*M1+$1Iz0%P-?EsZdRDB2o&c` zo9Q=yQ~ieE2?8RfWUaRAq>I>l?7N4%#KcLdNtOdxy?*AiU0qsJx6y5bIjz z#(Mf7K7SBjBPx@ce+ytxVLie0Dtw2`bCB+6J|nmk@E$%FsH!qN5l+9OjDY@0%Q|1< z7vJw$|2Mc1h~3?)uVCg>g#LqDanrfNMPyV#Ip=fwf_ezM|W=i;DC-XW7@3V~bb&j8=$ zt^ zGxMZHMz?B1;Y!nYc8B$(sJcPvN2t+#-vG(Z;h%uzYW{KTJ2RRass_XL^^tBB?pNVJ zD1V$S#=ROX$vC!jPSrX_(^8mke_wC8Mb&Y@@)pH`z=eRoe?t2YG2L^HA42=t8wAHa zk;TuJeB+Rt;D^5B`hg>@MI{T-qpggk3(;e(MF1jN8Os);$6Jd4oM?@WJX#s$c?wq^ z&e@);d3{?T7ZnDl5Djl*dY7=1_L=+tke?Z3b1(~)-ZmyYKqgC#^1;6$-oa$P^_g5J z8rQvUoO3+@V)=m}g24<66WP28<_01QClguP$r3p!J{YhUU=mQqb%Bun(Z!?-t0^$+ zwht@Az1olP@8E=U@*RTjBXcY`aax;h^xFF7l}U8Hq{>U{f#2w$t*pR$!ON-Y54-qZ zw|%~D@2m-Nyc@f@{Sv3+2ike>JvEWbZaC0nXdCa@Fkv|qE0gfIMJNI6bc~g{@hb_m zf9%x+%)^ayl0+{%s6E-M>;u%_#qBmJdB3tf*FArS*sCbnklW zQs_3qrrx6-GW-~Z4sSH_BqfGAHy!cuodMtNA#OW8o6U3bqsgU!KGeDE$i4n-?aR`>+inkA%k1?8 zdRr}t8Ps|5h_CnTGZ#!I1@yD7C7K(K^SM5AcLE~zy8vn( zjTcRSoIu+cCW{$b@tJZc z+)^U`6Oe@tNAfgyYOg1~b+&ODUEB6HMM3ld@7okVRm7DNH2^-k9OavEnF`R)A+Kl? zcw_P<$q%SAu+cW;d=0#8|7yQysde_<4EmQkk^!i*;4yFF`DZIwjy{L&40Fc$8gv;V zwcm5sx|lo@i4JX0hY|6gIj$RUG|n(rpMQ3MnHzG<%`i8ge|Che8FG~Gz-1aiKgYeI zo#BX}`pjU7n5a_iA1!&Fq?=IjCLQN;qJ}d^8e~DZ&+f1sV-DL{=H+twaFp-EWja7VXT72W z;Ek1+Bq(0a7RS6;7ZUgeQ9%zr7G@kg**&&%=*qTS6c=j?%l1+SJ#hGJ@?2!3SA}{N z5&tD<-JGNR2rknL`nlv49Sv`6y(A&`a`rmr6}ecuS+);4=(&T>zMhXn_pVT{CgQ&W zty?~HDmVYosm|lI5+Co!>Ol^Bl&v4-)JNI+LGFK)Js#zZN7?2}pWQV|549^*z;$pmLIqg8?hl3H=?i8(=DG!e#5#>qn1w!T z-9pZ{X^m1g1AX=fdj3c`A1Hz5gZfDSqq5h5#|O=ewIg*B6<~h7oVd+gN>c10#W;;S zc_$l-ZBBR24f~$!sdO5pgfP}vgF0KQPgB6=CPG=v`}$u8@(Qi(k&^$)vdmak%`7zG z*+Lo-a9}%Nu^`t%QgYdxSy$6S>znlfdf3@7{_(#xouP+{^*R@oe_nfoe$6kpb}Nw8 z^H)@(g&vN;%R0=wPPt2+=02)$aQt#8yNvbx094j?1|LgIi%WLf-mW6U#92N~0oy~(MADaJzH_=a5Ma%~PB9Nz&X78v#BJuc2a=uQ&a1%DcsBpq ze2zf5$t3Z--65oj)HaMau>TOHH?SKVoXONSfb0$xqQK0{78DP4#w*}wPUn9Y(x~-# z+b;@mb%rY7cIX+*v>mCVtYXS0A0hWGgkKXA@zyKPw0?zHmkM`Fg zo0gl)l}6Ak@m$Mb!}@vN{rQl5tKf;sv$FTZiGO+-;P?>|ebJ-Ux>L_1MCa8h7%>=1 zkb{58IKLrL`H`H&aWloZg3o54b^KEDIp^I#7+7T7JV)9ix+Vum!asMVU-wS^fX?7& z(YZud&qvsiyZw}JI3b%tdr-FQW)f!<<6pcGVt13y4zethdG+V?2HzQP@Iuf{Nj4P2 zZ`cJ{2_QU2NrVI@)yjRUi>@+L{sVm6;Ep^iI0K8H8is(1TSCcOu4`F+dU{r7{DeeS zzzC(yCO(&E8EMz7De#G#s9lt>C{$V|+@&&RPUBB2R}Vz*(VN-PmBi=e%V@{f)?S)! z_RQoe$@3Ab7tpeC4@Tx$Nq>r~Jz(UBPsHDpp7`vTP4-i9iZq;_94>Jhx}1X~&lm8~ zW=r;8#8-2|hqG#E<%c5TY3=6K<7wFtB+BOrzT;1(uK4@hAhQmH@iB* zRY+_0{lT)~6(@}qnCtFh6!}joPFgFX4=7b{NCu+y=j8q*f1^jSfh4 zKM(%B5B_f+{kc%fY$$+9zPXcL#l#kJhAnUS<^_t0414BBEqS2Ry6>vymv7 zx6M~;XUcKB2B}8or!Fuml-EA6n3w4b=1{^CvgQS(n%-5N4@_z}LSt^W%x{g86|i^? z!%Y&)Q+?|d7IkW5CgY1IdHzK!n~~OHdM)I^3|piPxk>XlB|k6)?}iX+BxhKduA4WZ zgS*=7i6&5Y%`>aTn&(1Uk?mz+BAHred$ir$Y^i4+3k7!lZnhK5wZKv|)}aw>L7`SR z)qzdnzyRzqoKgGk-xZ=5-e?oR1GB%L=UPg;xDE5vjoJOngNd^a^OP`CniTvc;yEdp ztyR054r~)RQ(+{4KpB8^VQ_o}=``;`t=fSK@!^O$F_&2x$*)A(j*%xh3cTtdt#G=* zNakqo+U===jT)SXECDwAGGD{_dOlS9&0%#}{;L#5)zKiW9}t^5$x!UfUfGUEv{5Ta zl`g-g%h7gF#Dzs*0}cPocb6?!(IBAWp_Dm?BV<|iL~i~I%VST#emFOwkE;lbxOL(wc_PNb0mq9n259*R)o69f@km{16=nNyKg`I)?oM??Q z<`Uc@Zt;a9g3<`^Gw2$k)FN_h%5I|VwQeNIx15q9nfxN=5_P7M2(VT}NzVV4Zo-C& zTWB&-;%44W+eZ+o>S?ql6Qb3f%W8!VitXlLyv_4|Svly;oHfg3IH1vpD?L39p_M&`JB-$>W+DXgo_M zbo4DQ{P3e_oby?ZOZp8WJL@ebGvU`zEa~@&kaI9V__j2_pN&TXb-16i~;Jn_ARcT0~#+hq)x2*`JlZaJzWLXuC8x*L$!I`Z`qitloSsB&`CJBQBU9y5HvCGEi_2ymev269pVSAiMu*D(|M zDS!jGlme>WLofePfnLx~qen>e&HE$?9m)DTcpEXqSUalTVsz0EojUY$e<+I07Jhmh zar1Gg^Oe3Zx>xXh*ptM7Ki{6{?P8wum=k33Oh??;F)Aia^@Y0X;daQTXZN6WSw`}( z)+d|IImCrXcD?Az&t|CfUzottvo|1Nqhpg2+*r+`6E5o(oXBmqmB(hrjgc~X`H6Nz zVVH)C-<%@63HMZPI67I@+_C#7zAMdEd4mL%0V4W*JX$B~xTc$6m2DBnRTT)Ey9C1K z03z^T1Pa8wJ($4y&xs0^VYa)yC|6BSnytiSL9T{wp|B>pt=K@+J3Y!f+x)X40cII7 z5##mB1!yK6XQ2rVV1dc@H@sm@1^*%8O?x$F-vK2YP%@J@U*qflqvx6hLh4+VIUa~P z>eiV#g^2#gu=h&_LEk|=J-?fpjQ`~vDL7iqwolWIU{1#3@GH^7Fec;W*p&>WUAx@0 zsQHzW+H5mQ~;%zUr9dhz5e0~ltN|(L$s_{7j>BLkv+${$l?8nfx`pqo-|!L@g9gd+E%m>W z7YynQ(&t;{e|4A+@5tb-{-{u&sxL&Rj2@$Fjizpkcu$auFh8>jrmubNr=R_jO~zEm zRw9xs`9XeV4anhLWwAkoG+ZpS*~+Ze!PK>{qxG|2K-Rceo&hha!)W5RT=X>(I0jLJ zWjMh5^jknywzLkWsC}KLpZ%Oo#ztpHJn~Np0Tf{#^eE>(%65R9_HG32y)BnUjRe+0 zH&~}gJaRnsd^{EBVB>@OZ9f{tJlGl~h6h%*8ds1`AT%L0g3#jM1I}MJ{!}z7`}dbx zdJIob7$Z6|hbQWolmTH;-~#F93`w6I8~2p>j|9|Fl5IOSLvJ32)PY?6oRm&(`?*({ z^PL4qBNTksB24oUn7`2EZJq0DfH(c`M`bv{gxi8FTG>4>$I$d`oqKB}hzz1m%3@BQ z#eb7qvxK?y$wG6cwOHDoZzeQfk(hTiKR8^KA%Y1lL|ELidy2-;jBUA&YDA9kW5)D% zCWHAbL?85>NB#b>KP1?LyBJGQb`K*0&B~Swt5$-NN}jbRxqd1@t|R7H7-lSSvwi5Jd)y4JWjaWpM-g z9!E>JWn^IBse!Xc?XzDq06yGMQk?Z=LLVyy%hG@Tw68?{WC zQ7gd%^$VLoo8P%JQ(y_oy$ofBWs?)=8b}H;SJ#F>wH)j)uZwmjNN&{sk&`>jxVA~<*;V%YOxR*~pTegsSs2uLbS^4g2QTwAqI5RhkLTZBIaELRkNgM>WY)3XfN&lub@dQA+fNr{^AVn z*Xk~)-tQ$JhRvY_82j2Hz(8H3KtNq6y3hu+nVqSr5?TS=~O|Mbm z!m5~g}P}SvwqEmT7|~V-s`nQwet06e5fU!G|*O<>Rs0RwJ=AjXhaI6-nF-I z`ifUq#jn%EchUQHwzrXyu4KGacC8N9^1$}PWnd>g-0r}K`q%qLn6~-~TF3^8c+>ug z`BJ=DR!r*uTM{0(}vU_FLVG_s3{cUSBkFNEm8> zdl~o|jRo(DeE_{Jz|%5Uk}Ddcl#5?696US%cpX)LEedI2r7MY*p;MRUK?`TbP?yzG z?|++9{aaESgSr9DBTpwAgl81eqWF1;NB%B9;xeIRIe;h4DDG13r%8@(x=|3%Uk zHQsK1`Jz-sPOW&r&@XZDIfG@PG74|Kg_Uc#f8tF-3w1)}cY;zwb;;VW8CVgOLHEAS z6b>7;2MaiikgEmL*mM)4ODHlH+ujmE73C&uf2+zi^?!~Z%U8k@Ht2C8XHlMxj#fid4 zQr7WdGH`U_J-_fy*>~58z|j*V23${_=kLNRYiI{?B?x!lg?~`H^}?g7xYj@?jD8oM zJlnX-5q7y@NF2cLL-JtiBX9m-t!cMYbeDb+4%Zd-s_u<}UeKDKAK)Z{>Zq*G&*g{r z_7jq)XBoIkD?%I3_8P+U;eNO^(0{-|l=srZdv}p{68{m}U-=v~?_J2HSa@nS^!+4j zscaJN+@3oehUIr?`FtR%m*?=vr-RQ$1IvvjV3EAAuD4f~n4qhRiBjcm=|r*bzDHuL z-bsnxM=jRv|MHWbf2_dp_nO@A0%ce1VerTowv%4$kJ)%2U4jpmjy0n5|Q<<|>& zwgVH=$ratXWD)32tS}iEzu~@_Mw>IlE%AqM+9MypR-A$$#La)kPhi!U(1Cv;M^zgR$UAgnB!Xcm)yU`ZHtFQu=8L$8bT)#ykg7v}_=X>Y!}ZF`MQg?& zHXFfEOD`Ie<=g#1J4zO>10j%C-a!@er$guJKCIQcz5xos53>{uUI+fhl0D-ki`|(o zvkF@&52!9Ko_`kJybCiO;(2NKBqa#uuhgj{MsJFpR_&}+pTUc3KcXOtbus4*zj!@o z(RaSEZW2R2Yainy>|siK&=Jd6ta}<`NceMS%M70;cuTaSLtqvDciHSW);+Z zd#^UR5CazW7_AU4IG=mpei1ffvHf>pT|XxM)IP@gj*OrKxj(f}XX}SG1gU8tJaGTx zuvquW9$r4R)N+<*;XDNzr zW-Q)zPstH(IT8Eo?MHsbS~+bNXHNpv|62IK=!JdQN*ag2x3N#MU(Y$CC=2W zPkJ7y$}HM>ruQq!#(-yFz=^06tzBp`TizG0rRPmC4`OE(iF4o}Cd_20Z#ZESQFj1B z+cmvUCLr4{NH_8qv5t8A6&ung?PHT11x;t)a4dP`z{Ek#hgZM~fZKk*eqgiPK9Zi7 z)^3#x&sg_~{KapI^Mo=2YQMu@tn!w}IW)g#ePgsU4-VbBjcbpr<~&+ZJ>DC&>hQNyjw;9y}$0%qm;7mCwsZffDRQyVF0>-JdKneA96 z?rv3vD9r?ou%Ap`%&E8Uz+{AJ3yN?z-x_mC|GW%YLOvlmJacBDGh+_7dJ4CqT)JADHh1$w2M5~*GD-8v1VB&V%|2DP8k7wIH zw|%dp6^6;V&$6%d`F2Q`QGFy^h$+*rSx@Y# zMi-i|`iE`eOoqc2zV0YJz;NgTdw}7P1z^?`GRgNlK%W$gGW?pgv-Ob$18mr#2o@C6 z;Z0~}t*&uMD)rw1f+wXuVU~x?X`k>WA|Cv|K=whqrj(Yin~BNEGuW3^*MObpG8WI= zsDG^`RR_*^>XX&hfUW1U7SH@qPtw}IVpJ+|_tv7H7Pwz$sVaUx+9n?e9y9wh%Yx35 z5Fuk}_t2ituI&7ibKKnEmoKdK@t#^?<$wLNdR}&!Mv{aK5DH>MvYqJi8Pa}{?84~E zH>2g0h^F}Ci<20nL(29tAJyRfJJa1=GrHvriaW*L%Dm^_!n~-&}}^oxR>2O z!t}0c;0Kcu_m>h1)ARAdsS>yZM&6@=6T!WugxKj8$w26INb>XwF!Z*on(O!h zhe6*{kW7`XP+R*viA+96VKtv2stnUN=`bHd{D*j!+X~pvXFhcofIOnpBRbD(29#tp zD)K1kdSGhaR2wEwq%3uPT|W3xX#Zy2Gx_LH3}mUWv3sJj(fO(CD|R2jnY`IWp?G@l zBg&WqTv&8vp4cJb$(0IzdM3v)&c$?C>z{S7#4taN+ly;!e|C<~Gta$|T|(ATH==s2 z^3Eq5#YXjjjVn#=DcWb6Q8lg2K@K10M0qlVQ1*BfY9s@ozP-tXV(Gnh7ndQFNVkHW zB8hcR8zyx0y_@UMuHmdtmXt6WdUF}X(q$kXFVqU1)5xDr*=<;dBAx%m2vZFZh+aBS z%gV^)`XjGaIG#q1H+9ObB7(Wc<69#cC=k7RfXGs@cqhnHG|4!Mg}HZ4>}GEfI)Bqc zxC0}QY=8KWt{7)~z^mxUpJQ@TRkfn0B{NkZlqNSCd7Yh-eZLLqWyhy#grGAoe8~pb7dD}(^qvV`ofnPCy>0ax!ZK7 z@F^Gd+1nAZin-zcV@f%ceAnyAj>3*_&r;V!?sj=jY9xIHqVEpWGF5U#1-lC;ug0(r zcX^)H=F;zSJ*}1W5{Q0sSR@aPdUA-!P{|b&1jkbVSX(&x4)NfK_vnK1SSkKkDSn$P zZgLqP8K(kiCfl9b8cJJjxucS-xR!{HDtRdhz$^{*8_EfUH#?S6f#iQ z3FnFZx6nA#Qkac7JB=T8pUySDyben@gHU>J+(loUIVPjxXs2aFaR6&~xwf*|++jtS z(NHQLaz1OfuvNH|cH+)~L78;F)k{P*PR;MB(55Tzda5SEOoZ=OCWq8hE8?^Jk@4qgS)__UmfdY%adk=#R~K@2`hl3W*+1MH zf*z7XB9wWiM=Q zBjY~TG4I9&)IHmc^RIK*iSy$PKW3w@Smn9Mu(&M_0L3^R+}_A}SsY;cM1o5tGK+Ny ztwAW2C?4EZ+xE|P(myHghj|kG<^t8Pv#$av>-wxZ`jY3rEc(Z&*O1RXpZ1hO{|ijoFz|@a)XL)|hu2 z{PsIE+XiFdU+p;{Rofp~F36mEGI9@7JR!fiw(8fHS1qO>eLX+=8W+E$1;)fRkn29D z1acrAVTs7Bco~e8n_kea4jz){WhKp_GM?Z zmKp2TlhWo%>mV{->!Wo@@qS2JoXZp*=2qs4C%48IXzq{u(?ur{-MhUsC${a&<<`v% zlXs_yLB0*chI}`|98Pw-4Xv%4g)4tf5{rDhhHjHq>Q5GKj9HHDd?yEQh1+d5sZP*U zD6HF;H$GVdYU<6R8bp5YkLo(y|h&}1Ev7F%mhqTb14(@O(R-fI0Qg**A3Am&xNb+TR$ z55oYBR-xt{4^E*j4PdO6&`Bo3xA0wj^ps_{@L(k;X!m*#Kl$39wY2-n*j;7MW#STo z^DPT}X|lO6fdc-jnlHQ4y3g|%vfI}+S(s=1P~QmeDo$}Jn-IokoLN2Dl{X>Gflef$ zjo=zknh~ntaf|HMe?hje~5I|mVv1a@m)QNNif9z3ETYwwGS@gGm12NwQ zCsNc`#F{6YF!Kb{7o}21A>D3;u3x_`=ze&?yCm%2Jh9X@o0;1yu9lP$VDOb8G!D6l z<*u-7s;v&WjD^O<-`z@zojLJ<%#b~+9HWD73Zp|>OBZz&4~)7>UBa>i=elQz9jaXG zZU6Ieu7RBNU*G-;Nh^A!o@}J-4_{@T??f{pItimI%6^njZaqHKV6qSoRsJ@zLQzmC ztQPwfn=jftg&h>Y5O}&Z{bYICNuPYx_)Z3(=eM6Wvjk3}{P-kn<|MRqGj7IYrC%7WNJPaBF~7H$-q*b9G?7TXW%R##3rZ`TDaM* z|GTy_(pCYX`2Ft}zH}d{nxN%1){ph#9ZAY$GT*Vr__zT#tDfE8wFmFWGYB!-71NVT zG!z|TZ0d%zpWEsHC-wMS)s<>Lm(yv{clWobi`0J3ICH#x9uOt8@EwAXO%%9&=REg* z@eM*zIKD3^rt^nIr|hp)u3xzyekcEqEBqM_qy}+T(rfGEGP|be3)=J|!%sX0gp8Bq z--#yZ=@z@US#H)t6+NTbpf(vYjZwa+8i6$fXNUKT2k+{?C*t=dPP(kmx#;o9Z08>- z3Kx$AQY3(N8?kVTJ&gB}V!#b`ScoDI{e7fJFi{OwY>@}YK2m5zH{uwUoNM~P3r@k(f9mf?m-m#Jx=Oo%B6>So` zb4zBZ^KowwYXbzH&^c5%alYAQ#(i`11r0l`bJkPq4Q3WO=p)i z52e)&t7IaUViHQ#OkM+^(Xf1tl1&kbB;*Uus;g!~60X&H0KQ@rLYNaXC-!@tfKUCA zXv2~qp^@Q!MF}9qp8hF4TZfPX7wWKNG7FH*yBtX7-Sotj$okdBK+Bsx8o5&AE`zEk2VWF<;eVufk?O;`oI^5N4D)8{%! zers2UEN<7Zsj?sDs{37#{-ePY9|zkyFVE+jc}s-SFz!((5wf%6Bh(9^S}$h24y(DK z5h1L-cM$WYwY{5nwng@l^umH5)p(F+(I3`31}4`ocCyvxUGO^B*{onCd0iYTl`C)F zT7EzGpyygN;TqM3gw1DkwV6TY_<0mQ%-gIm&H7xVyZi!(uJ1)Udw0`pA_~$fNOUdume_qf3+TW zn`-#^$|}y5`&@`mUoa$(3_zUIaI%%!>akcPVim z5#wQK!_WQ_;FgEPB+4Z~@qdoE<$%q{tRMnr^3t?#C#b7CoD; zy%=(lU6f3Gp=(6Sen;Sxky?%9+5qP}Wa2Cm7{m7GP+Xf%3 zBAK-4<@Cig61X7uYV69eza)sy8ghr*T+OE>0vkZ^y{~dI2WO;6AgFeG zU_~5mJ7&=q2p!KT^nQMxBaD5GwI}VBu|qx;c_D-lEFwDml;Nqyv2gnCI16ZCxBTaI zk5w}e4c227wDzC`Ja&=r{h^EJ?;pAtbFR*4r9Z%@t=QVO2>o$JKIa72GnmH&DXD1A>Zg%>t#@Ddw7p#Yu#SX zH@4UnLxa8*31=-N4w6>1{E zm3Y}@Y95Y~EuC%mE|Zi4rh`0bi&7e3SL-|7!D9dio07ncm-?c0%8%A%_H{6oaXc?N-F z0S@~}rx3OWvi53gX02m%+2FfB;T;4x8_)h%#{n!Dxu$^-Yk1k9{js z-ca+owUaWOv!MV>(97O{IQL}W=hLM@6MqrdU$*TX`Rz_b=-B-0$w>st&g53nclB!_ z4z^H=mmD7$%Dt*Jx?}BqJ>A{c9@$)C z65p)0_;XX`$c6D!Q$j1*An3@FBNUM&xI2{ncT?rwHP>5(O8s9Lfh({MJ~ zmI{_DV|Y_SH`$>1ktJ8?M6#gWFqP1j3WY0UTvI|n*`Vc-<=aq=6v5(QDx)nGcGnjv zO$ozfoz_Q|+@XjR!QEjh?=2M(*B9AM2?(-I+apV!P_zkryV^tqHTJBx`fIK3tO*$Rp&Uv>8VQsxXsT&c$`f5K4Hp>18 z#A=UlzwP`G^Z5@py#8nwWKj4&pajmp*a9in6^Kz|g*6ZNiWopieMeQOnK55IqUM}MP0^=*2y z(Z9WT9ObWaH2bO(SW7;y8jYOjioY(ZQtaz!Fol)6`JEYc6~5+%vbdNlq83wvO*C99_dKxz<$QhcTKdJpN0~r zc6_I7BO2*$3A~R6eEr)SyKbJ`uYCdkeX};|fOMA=kGw-fKqA&&gy`5DlnzEkaO6;m zwOdNQJd50UjvyV!&f?F>6myai4OkBIeG13Ddj_SsX})N(^Kuxxk#iAk=8;y3lXPQj z#(_jU&B4;2WTxw8B*9URKof?6^=h3nLzFZUq8E7PmTkSd%oEZYW~_O@dGh^4Bx^%R;>^(K1C@-&=P zBVoygA#Siww?*fA0=&p{iO5hOBD0iuVY1Fi_hyRPgt`6oAd3j@ds@1;weG>_C48dF8$&k{U=Gc&a^S94*hXL z;A)yo(9Z7r|JZds9B~Q}M7Vm1lGmF^`Tdz@&uI_NxOYbv_E{r@wk=?kSTnIRJsL@WN`U5R=t63ALDfusx4rz`Rt7Td6d}L z?i@I2D0~K-Hl$Awo~v1)M*Br2MI!DU*u^NYdz`6;84tLuO)O9ru^_OsOGB&GYF=Y? zFXvSJW-|}>A(qdjXAqVn;e9_VK2bFA11nypup7BF*R&V8l(EG&IHEd|dCY+3_wnk9 z5FM0Fk>k_6G0>z>>Y>T2>WC^Kf(Lje0W@ZcosQ$QNO=U}%1KeM=FmD#DUM={esH=+ z1-_Y#bm=3|n4!{^()?nIk&O~?!T3VM!yZ{i&6*^wgPS-+z5f=|?I@x$iUlY+_b_+9 zE!QK*bWLm!Al+hha(_3hzr5#`TqC3*Q>au~f6Lh>O;1MU`jk0 zWkO%M*Sz{yRAy6_k7B;Rw)dt+2Xot73H=^j8OHqxISEZ9xKadx$!3jfR?^sLfG;i_ z`HmX;{6_kWz=UXA5cuKG##Q0^^yt#uL{!kzq631bJZ(-p@Fe&FPeL2km*^dPL3=3^ zTn{`S={fl`0yBp3=Lppt?5s=)+$VRmH%K?~XYT$&;UfONcs^Rv3^_3Z(lq}j)AaGg z+6B<4kk2GTrP&KjdW#63Eq~)u2=UbIWn@}5CeGdX=xG%dzajju`uM|frKrvoFZGw3 z%TmOYyVq!`kvr7Ot=d49=+FCq)r6Xd-$pN2D$ZH%cdy%3?*vH*{=J8jV3E-9 zuRigwLE%P;{(wZSJs6a?_(tY)E3A9A?hK!2FYcYwI@!xJK17_H6HR*f8Q(<8{~&Vd zIp>}>PN=jmr%44}WMoGwE7*T4x#Wb<>Nr7ItDyE4t6~PEie<|SdgkXdz5d@a;&gz& zczbpbRv46|g>GU}jx8=jCZcz)Fpk>rESEX!NTH~(YMo+QR&y%08)`uM6+;j<@^og# z`iZ@L4c@*ZM8|vyHlkA2Qa5imy|i!;)NGhGo1uKZ6z6lH-DFEz9QegHHkh0O6@LqyWkz5F2whdK$=Nz?0X81Cjx4-y{LId z8N;VYni(|gcPb{M+I&{hhcKT12?E2?8MN#Vg|bQF^3`FP&=sD`3TLA?5C}&su%+KA zlV+k|W})rk?Oq~(z^Kl@_V+BHWxqQ?XO&L5?=`Zm_4a%7abh+slrP;}bW{>Xbwu!X z95!i8?j5w(&{2-%{z=3Vro$AFn4C9;wuvr+^NBK~-nw8E9+`Y5r>^?Dt0{UHr|*QZ zeFtAHuD#d0=-*jT{~xx# zGAgd1%N8fNLvVLVaCi6M(6|!_uEB!^Z`>V%OM<&6xLa_7JHai$yYx4+X5L%x$JxE_ zKBua0%UWfp>h|JG9=$z4%Mw9=Avn1d7~22G&g7yNXwwZ9$)5r#A9%SGQs`7SJDyC-Swn~?2 zLB6lxK0nFrmEmvLPRiLS-uf?r(Kcs(}J2@}7!Bs|{D(C0S_(r?n5Pp{Rs zFLx`Qc!Koty@=Dw9;2KTQ@!ZfkBHuNgq(lO>Sr10OjPNO<5nR8X$K*C(Df#!Svq@R zUnZ|BjOyf|j{3&#jgC6q{rDybOtVrUS`j9C>@r=LE0o}V7XdS5t5-e<<+v%B9$wl^ zGd2`Wn9G-FdWe8&vekdy3&pxA{M@}{m}ZntnJ||t(G(H^Q)H{J-U<1;(c9~1to4uX zY&A!u9}R$s{jhD%*HPAou5VniITv)v-#yUOrm2n^ct*>O8gKy+Jx@J79z9MSnC>lY zmXe1bp(mkRludgjWoE^7H#nIca?L6a(6p}pc1zWSG=Ap*p?#Hs)J!lYHWexb-_C;R~s@kVH zliik`u#XptGzkCtJX+E?zz4pYy?MKLp0k9yCA6fGX___QZOa)AY+bhxbFKv*Yi6fy z@J_pJ_w)*E+SO@$RAbqNn|{4eZ=5jtV7L5E(dvo&G?l*Y8AK2tKQa%#Sou7ZFVs6N z+vz7IKfPu!;_tgRu81K_cVb`LG3Mw@9{Z)kav<|&H^_sE&IMi&3%eyGJ3QQ=Rs~L~ zT8~~q#C1vl3!}w0o0;8p@xeJuu*L#+H~EY2Ey;?qY(QJnN;31MKJHkx+bq@5uncQZ zRg5a4!;*8~e4=?^rpL+-wWen(_`~|;QLDUP&ihs;^(ZSX7261{gQ64@=-yk8?;e{z zk_OwgK2&Tji%;hnf;FW{4v06qs5|_(tlkWpn+0DVl#rgLW@-pJFr4EnZX=op=N_dD zwh#S)64%c^($9vju-<97PF79CpPj>S3m?F6uRp`vcG^k(l18EAK>zH*s?OL`9s$E5 z#vmv7Zi#<-Tt-lqif4(Cv2aR%Pk}H-a;Usqk9ARtr-HWR(5j)oLPcBA0dLq=Uh`XJ zX(Efs>8%lCAupfRrq*AZLu*DemeQgrpL@?XTib?hO|_~NFReM-p{iOCYead47B)@H zn*31dFo;!t{rka42iTBQH8EWtv;#c1{?4;~98+rO<%2Bg?32U4tzENHOM!m3X>F8@5Apdmd0 z+SJ;vq-`qCYM?0})sx4B$6%*^LuMv&Kp33kJk5z9yj5h4>itW8;_X#*q6eAp5dDeJ zoeCB#;yS$9#zvbM>UM?Lo9#?7I2sc;u}$|%ZU(t#siTM#6H*m%=e0LfRiG zm1Iz7)6hEeT1DE@;a<02iO(K-R1vyTQJm^0r_chj1i82NA#K3EO~x$#xkb?sg@6Z( zeg4EBmylEnjKb$@PEuGEBsRD-pze9Lp+}q8RZTi$KEqtvkK&{`n&));5?{hu?I|vf&Y*@vE$PQ7VB1?w zbq%HmgX)lG*D?q{_}E#Aom8bmH#Aux0D@kA@m}{d;1J859|gvcwr}6({`%DIOLPgd zJCnvNT>n|-C1snxbgpznY>cauYlCDqgEdd2YLRL7KL&HS3J7aeiwFR**Y$3)BF^)) zOYxi1d_)^7{DXpr($)s_fs_jRq_Fj!{42MdbJcsC)DFlRX#kXYG)mRLd!%8mjn9ODE)~}fnGOhpS+97 z#i1@f>BCW|j$ggMd?gc&(%sxv6?g}*%Bl|p_AW{lc%kWD8$|yYx&~7zKS;qAzQyzp z6qd3Ob3*R%^hhdv%j+*D@|LgmPrCngHrbNWw=PD;mjvit#6%34pU6>?y;RX6ZwZ*+ zbA*GTRsSe)GI4RlfuW869CI@9O&cvbOPAzMO~offa-z<2TWhG-k<;RUi@ov4?#=PY zES2t2XvLIamF`fI$2J(QzFBkZKXcm0MuR0xysd&yMO_aDF&S}-tpxx%8(p6}x^b9~ zk)>D^ABSU!+5Fqzv>e9#$BBRcu+k68+JxPc(M2%N>=D6=nXA4tl#1 zcrTf4p$$d?1VmN1Kh3=d?QQ7R`}OV1FKBPQaI$7h^G&|@oh&M-!&K4 z7*G@FjGn|Ko8_eD3VCxq`UcHZ;)y-~zLGo_{wk~5SjOhf$GvncB8jEXRv}?=9yx^h zlttOr|37&<_Em1#dX1LwdX2_>jsE)Qf8loshu})-YdHTQ5Z)W>eS=RLfEKgKW4qrj zaX&EGGIVdgU(>XIXSaXG;`NWa{)vK0lNb}rR@$(-P}KXXMgF|-`ECl=Fw(@Qx>_`h zOO{`@=Z3D$-M8V z085=B*U#AZvHv^ujqxx&%U(L_y?b#8kNM#!lKt>(I_^?dndmrIK<^#SH)z(jk>|uh z1z3g|VX!!^md39x1EL$}5EQ;iWT0)N|h_ni{_IhU`Fm$Ml$j&)RQO|TFk56A$y z$Ov5{@crQ59h0W74sYA<7ojW|5NHpW5@z0Xv1b3j;heqf-s=IJdd+`0-!ziygCg8< zjPLFJll98&OJsA@O?kNB_IZavap}Bm(yZB6Y+e7U3+NGIR`PC#df%N;nOs;mBO8)P z?NnI1sZ(zgRsloIO6j%hE|6Orlx|c3bD(tg4&K8}_&7>Oj~dR|S43A)MJ!2$z0kE0 z(G^4HO6iiQ(1yV_kZzPiDvF(&TgP{7Eu;Nx+?eXO^Hg^+4N;y(``>60{{7;SwGYRa zZW!NQv}T=UC`(4CZP47fw*iLJ_tXX&T#QWH!Bk%DPYfVKsH&v0OXIzYQr(e2M?5>i zzg0KQLQUCD_lwW=4ShRm)zFXaByh)xIa=`^7t)$V+4ZeGhl$!X?H@{rwTwzZOcvu= zXODO2VOL96A}vrIVLP#c49}~i+m6~A_T9cT;eTFmwVOH#a$t?D-q$XO{PA_4xu2{+ z^lzqk7ythQ-=8)fMFCi@ej|7n#?*`6nIHMxR~*me-k+%x+dEW;>K3&80cNBBq+9v7 z5u2oZelc8L#C>Ok-=MqjZczi3RW7;MTtoIRqk`L*&I* z*{Sh0x(FiMLF8pfG(_%)$gZz)k%RDzc=k$_HBV_``?V5+du>xrOProi@gytOiJQe)gTD$#b#{I^8S~+WGAHznpDrjcJ zXrf7bNxSYL=%>t8o_Ykg^+{~Etx1`=Y)Sp;D!@7b8v|?=uoJ+Z07H|~pC$#2RchI3 zRkEITRjQtLPP!g`P6ja9dickkMQ^>j$M72{St9mh$O{ILF z_jQAm?#gzSpYZAFRS6Wot2=?dYkb#tQvVLxVEm51f;)=8{n3y0w-HuuqIDqcTh&Fw z;cB?U7~jRNc6L2j?2;zB&qRwyUmxu~RdUc$D4f0RYF|a>SAqi&LDs{nA%w|!xDLt8 zl&*EQhiy|6Bw&z!ESR73s}lzxHe^de&rjnVDml;+PS{5u?N!W#tH$IjOB(p^Z&W3P z1DAl|^r6Eseg5e$e+a2+B^GS`%7YdlYDdZl=SQU&X(OXr*d5Um0=zOp#xm z^i=zHviRZjwuQ6|-*eshrHN;M9e%oT05HUiuQ&IjPmQ6nOhc=VM_xs-D^HE7vgL!T zjws$mVZcS1EYsksY-RgzXp?xJ25nmGGAx;nXYEr#dwzAJQ;(NP5$@Kr@B4D5O_`Om zI{x4MAAPptu^nzd1{4`ApP(1`-MFn+EY=t}iXx^3kRY4OBx6s zQ=>wz-#{`J0IpZyj+J9}UF4&pbX|RgKd-REM^!cYZ7aNgv|;Pt&S625!6o9LD7yTh zfzY_I#O|T<^Yoyo2pyKIFn>Tq8p`m!V!wf?Kis}5vibTzz;ltpwcpjADwF#9fd6yR z! z)$I63y8W79?I`T)1*-~aq{pM5bHLFua#<@%NZgbv4#goEnDo3F63XF;nT+{#SwF{; zKH!XRS}Byq*EOeO*>1C(777J?<}Ut1blNb|SH;#i(l@hjEIR%yY4G-C2%~thOC(1a znE*JAj|%PO`lV8hne~Mm$sUVER0{6u!e1M-w*6Fj^)~Ug4!dLMQSX40E=4zDO=>`E zzvaUkoI|dbp{UU5N;EE7V0VnFTR&e#rm+AfjViCy= zVm8T@y|4W^ojsfsn@8o_Z-0ne4uqp&GAOTYKzn=+4o{+U#Ef?tCKj@E_s1)#9Ixq( z|8-udO!}EbbZPd|fUC5iqz{o>sy%Cy{Y{#N5CWEKV{vo-yg!3 zY5a04cz$JZxsVnq^X!0{+w}&}rP&P^2b@&ZaRXWW(P?oiS6fblzwG4ypPWpKj#xF&=59eo*PG699db)AUCC z6;e?~@w=kAwftK_PpW>mlM&I!>h*0sO$?5_-9#2O!4vStK|POI2~NYehU`)`6>%1e z14=VW*hAJp?1sw;{12C|O~>{#I&aUY-+MMneMIsNX*BxIjaF-7XPXIo0(IgSEQy0z> zxqeGp%A;Xl1}7Ai4@UYGZI5i=B29Y)2ZXjyE6SVYsK}dD+eK2Y%3cmpp2#X*lp0Q>sV}ws*%DT%O|ceTv<-PpRI`1jCdOV z2k=zY-{JMr$5Mcs%3hmtKtlTJl)H!1c6(cJ9XG12VUvUb8(-542 z;4B2^AUF@f1ql9z;9~Tt#8S!T`BGelQ|2qiLGU{SCo`w)g%D*AFKfX^_q)ga6UOYVpiT?=7y5nRFs-HK4UVsN2O@&tJH3W3U*$6ww&_Y$wBQR zI$Rrzcj`FkT(x**NJvCLnGkq19xD4z+FG14Bn+ZYQcKZ_7WC>kbX>o~x!?%@suF#| z^*`}7n1LH}EN0sqi69tQz=clk|GurwNPb{1-Si$hVpzT^Zdo|rJd~Y^d^0Gw(_aZ%>P439a;g1cr$H~9DCJP31k8_`laJZZ5 zQP(LM+RP8KXb|LZbBxS}+Qf_kGU!za$EO#IQW{coDhJRQ zQsY4IQpr$nVQ{{%y57#>OigEvn`3S^*(>H)C;F*T=(;r+s3l7d4}K4h z&X5Dx55e}CGT%=YYX_PVJRE0kOw`2bUINJpK#lG@7StN5hVqMpD;hf5JRJA4$tf|% z3WviZGL5wEv{uxQ39TG;@iFp-Ws8I3MQkgdEUeWDTzEKO=aREyl*HY?SyQ`yFuY$J zq|wv~;;9uZLy;s-4}G8pFys{%GiO5!Vvdy$d#7Y>=-eqkQu`#fey@+`FRkXXx4IL3e^9EyxIE}P%a~@9c>aW8l{h~1HWh|^;PLOWxQ)en2uA>mHcZAq=~ zo8t`?3>j7iKWXZq^Ky{SCHKdS%DG!QQ@g4geq0%J_{JvWV9}&bK*d|DUxt!MyjV3G zIvg{qklni@WA#mi(v`YSJ%GlQIuU|Ep+!g`HwO#ta^_s(#hTgB$(UoE!`^+F8)o-> zH|odaR;SkZCj~>f)xq{z#!3eZqeEN}FUPyNmBx<$=tBGQ+iSRq_n4gpWYN zcVkACvwJUPc8gUgy{TO_O5S(Gx0Gp=Lc$Fo;kA(PWk~pG%rWS&_g2P()t%Cpx(%qk zGu{xWeSNU{8(Ws6#ezD)G;gh48OjmyV#93c4J7;#67CNP?|Ka{g@ms_!Y?4Wu0kvOQ{_SsIwbnmEWnlS@%LaPgqIdYG)X7 z@Ctp)%;57vrgdB_RVP&^9g|UBjm>=uy)pG3QQ(`59Y>%L(H+!<%?9jX;TKgX@Gs#n zf#G!B!_s#Ks4(Se%gcw`Bv z?_hU<2TdIN9%zQPU=bYyS!mF8yjHMQj-x1P9qiNFlk~o55aw zWQ}{{Mv!X&l+*wWcC_tvN}nI4o7dyWJ@9jr5n`IBoijl2A;e^F6+{8Q4+3)I+VxT1 zjRN^`mzz@XqZJL^*}H=G7QVq*qa zWV}rG=2~^IC&A{(uKKWq-v#7h>l*yn-s@9K;m65}@&_(H@I#OO8Y1&(Y?OhjYv6|I zG_CT{H2LES^cU=;OdVF4QTBOy-@VzUKnPZVb0LKPod^ws^dle$H&7KJhCEJH2CWG8 zK7PPFr~_);4c71E z84mybKu|MHU;TN zpw7&wVB(TNBe`=n!Q|q8p-(+%b3Y?JC!-?s@nW3>{Id%FonM=K(gQBM2dc8(Bfa|6j{0zis*bIz&7c6{_vxh zk;=R1cR9+6glZ_D$Ujc?G8RY-)@d!Yh)uYk4xp6C@sI-S1enO@@Bk+ANd$I~o>Oc49R3H_*^UQYs(u5? zn=MP!j89rhG%!bT52zykSnx|u)E*dL1#3z*Z_lhHv+lyu(^dQP;#{~2s$tB2|Kwbj z7OLTx-p~Ib2v-I_t=X!Fa5Ku9>1K8Y-t6TLT5zg*cJ5{@2t(O`m#oIyHYuoeB7Dz` zp%Y|owfW2+KBTlFipZWGVdp*g13J4cSgD^|`1W^b7Jij>)djy+h4y`xifQU)eDAoZ zP=p~}eB$I!Q}oJl(&2&o;&5#~OLx#8T#rLv6L;}A?FGrqESjBggsJ3wHdiNQD#P84 z47gVC?pSUKe7n=-EopNJ6x1o>8*E;4tENxM2j!r~VK?_LSu!nRDwzfp^hzOf%mdm` zB0E#?Sv<|~Su)LOBrTG|ECz`-S$fTMJ$!Xe$}o;re-6)$>0V)X8=A2BKly|6D zv<|-xMtiuCX2SA@80_C<$j182tVK_y2UmQpg#fu;W}pS;hnadjj?Zu6_?zi|h`2gk zzh7|5U>5mdV$Yut*03|cvHd>H0=-(Eg}q-v#XU@SD1980`6oFh6JU&hG3+Ft^s}5< z(_4KO6=Y>Svo18Dbzi^d9)4WB=Z?(BqW)R_Cf+P2ag9=AQ2s2AaJ$Geyf5bp{d^(O zW9{PTd)+^QW0tNQkKLegOwtzZI;MT8C`thrJge|ngAhyf>LDT);3rNoNe{NGg&83+ zNQ6(LWV}exz=-mP3>=C7b!Py;yOgg0Q^B>NjOm!w)@%ZoT@NLWKS7GiiqV) zP-uAtP*TlN%?}wqy+><$v0X^hPZ;kz>AE1=qHUq&r;SKBmeI|#i+JJL$84}NPqAq% zb=FwcDnJkc+S*;dxO%47wibf|3=!_&{@SeIG#8qxcE`#He-R+Mg4^Fhp zI{4KOEMh(tYM+}o>rqNOxb=ZG_(d37$1&}E2Z-T+$VI6C@^Dq-sQXY4ETOB~HKwB^ zlw_YFtDxJC@rdPWo5NmxjB*Y1P%cJ74P2M#+{-q|&fwcZ@A+zsqt zfIglZ7BH#No;N+58`fs4zT1O8o_kmiT7B?roV1A}_+?ZTV2$#`S8CEE&qSOw_lkzhUl%-e15z4DqR_ODK1t?`}sbykovae#vN|WZZPr zuFS$_GQA)Ap!dUtLsPpt&Q+TbkA=R^nil0g!PF^Jz5;FcqqFW$Z%~!QZeA#p6*{Oi zXg6;+nPvMQs_f4(aXZZolKNkj?vX4cfdP|5b=pj`zBlTjz(ZlVBO`M(r_*eHso{z8 z4-4Ez7c${HYbqZl&7#W7D|08UsF-cl6_TWEF-1;uRrr2Q09mQQw9T*)N(KaIr$_O- z#87VSs}e92CIrX&q7y0x5RD8(ju#&}6RHLX7{*4Iie~r7{F+_Qov_m%vKi_S5C(Vs zup>EXRK(DWv2uEP(u+Nv5B3I^n#l^NeT8_x}V-I;$r#j9F$Y91gQc!=dP=d zYPF07GRb8XWNu$_EB=5JmE%9D1m;GqV|7n_JAJdU2l9lgocMYArhCu!b_;l`7?{5; zYoyReu04;=wTv#O8Qyb!ej^xvTTpXEyG3i)VSKB-1@%+cr~g5V==72^XHuQ^cD_A+ zxs4*Ay8js{*XSi0es{GKkbPO#FPgWqFBViL0HP#UpCQBRfRC*_K=f9emP4eV4X~>pUBD(n9~r)K1`+ zT~YqB*D)q&gh&91=^Ok8qXDD9cfZAS1p_mJ$UnG0YalbJGM;P`akV09%_}$YE0^luO!7%2k% zk>BK5^PLob=ZMnM&`tjdq?tSa$LME~TXj@A1O11$P=r~XUya?-MKRREAkie|zo9$Y z!a!J7imjTAh6?X?Lf&j6PF$o%ssG6}gPnoM<{=oGJ-60#v!axyybB zlr~G;rCyFw3M`$8xAEbRw{ckeJ4ru0I$TEYV7>XR|3P<Y>{!{cC`$(kp zpvVL7uG*$cZ7kblS`v%rOn74t^Au;@b4EBhhFKRD4kT}o0R`FDm^L|n=}WIrmkfUw zHWx~8y1pWiZ}$H8c-|VJD1+xs)Jnw$#*YiKt2Gist|lYV&nAh=tgP+G3QRrOA;7A6 z8v*#RBPyxbN@Od-M-HZ#HX}1NyYYC-yqF!-|7fpmA$WiONW8!E&HlHM(NeWSZhikR z9p-oTTNQZAI`w#xI^XfONW5Z4`4MxdUB|!dh0BtA#d=+RIcW-HSVjr2?Fa-qs3!H1 z4F<@dh5P~}=6RQRYdpJ_K}qE5Au0^UX1XY$qKyoei`RP`tcz?=e2bUIo39y|6D3rk zJJOJ>RkQ4C+AZD;^)DX!SOxB*3qof2yYmouf|5LdX7|?&{ym(^>M%`q8@JOTf$H_KWDX z`$%2q zJBVPV`(obG8v16{AN;7Z*1GYK%kKEXJoCnE(7IFCUw+x0l^wEOrItf4&Ujz@ z`l{Y$mQ&`4E>*ia-sYB5PMzdYL>$|6c#~l?el4dwM%TjT`N}kOm?K8JxQbm$^9K4P zboHR*Buqw><4L;nWhWZ8%Yjfc@$6luQ%#?EUFMr>ijiFF_EK%ptb>X<4C@Eu#!aKl z0C;2F9hO4S(|aP#irmHtz@3?(rW^v|sEGKWI2rpz&8gCsdDeV`5c{nvH_;*c;)$=? zt#ifo2XKU~ux7%2g^VOC;oSEU+C>R7_I;HKd=X(QEzYczW81Kq1P#_tpv}47V%jFq z?|Qhko;QwNwzeAP7n^$T0`>}xr*eu1in32!M$5yvg{^e@GE%Z^b!UJTY;IQZ5|4)( z=?6;IM*q3l;%D0!TiclgJ!N~48E{Ekk+D=y zmo2RL^XTTzI>7I^BJAG+Z|8_&!1}^?%kORe$J{4B<8{ij^`^SIjT+tSwzeys8Pb>I z8Y6o4D15|D@lkqqlpNUgJp6T!%a>8=!o2lezfQQGko{V0qwYpQgv&1_8tD*u_gRT+ z5lb~!&-i0m#Rm5GPA^!Gj2V}2ZoC8ChWNA}FYG)dV@3iyk6dV$d?`RO5rgofr&TG4#D$>!tn zBR;F&^fcRq{48LKZ9?>FfU%yqEhMIRcvtKl?`fi*PnMmZyVobD3V4Cx_S>gB?DGu3x&D(WqbXEB32*x_0B`Hvr#$=hY;U*S zbK94J)z9WYPLUiWfPI<&Ek2~xMw%v{4TL3M8l^3TeOQ18NTu)z9|#)6u*=m@X!1dJ zrr|Lq%Et1gyCj_F90-Vnz}Ji2K>BQ0(5Nh5&?qfmz*7iUN>3}c+NzCR{>0GZEdBxJ z%m$;JW>)?Lu{}64M#zG17RC8|lI%^?*9fuhIi0#j~4va6?ul>jO>1XF=M7 zsmBiq9y$HNTVwJy1TNp^ucjEV6% z=!!i#5l<QUx< zx8X$2#=rGD=JfOxWg_z9UP4&x{gOHAniq^ZcgeoPc>c7xF2cq`B?c2Z7mN#+fHda= zNY_Sy)B#ATwSbiTi8dFTBZv|!_X_p&vnZQOt;lg=k+svrBYS+}oM|pi)hOxdfTYTN zm|sFYhi7w`?jUJ3CBDm7yYSGJKSXAfw{?KDdL%2Rf*UIvlTAj#tg91NCt*rwLxJNF!9c$9 zU3ap@^;1*Aap$vk!c5b;!lvJS6;0E-)?}Io1Y(+_1%lrS>V`%gZZ-N6O%0`r5AA{ggr6SS1G;B45lO{gu&>_sTD$X`j%2c%!RxDTH0*!Ae8k%J>tLydi}h^b*TijwRENdfg#UVI0Hc zBk&>0r=F_uUfS?O9F(3X)81pG^VmZukfiOrjX1xws+XtM!Z)HIkNJv{8=v1{WeEKK zZP`agHEs)&#^#TT+Fyy& zkfLXP%Ae^&Wq2FWI)X+m=hD@<9iv`n$-vy!%~oYUZ%)IQ)xv8ni2uzyyQ-}V0C zvEl|jymSlNTWvpS5AzAyyT^UlwRBSNEp32qV@YfYu)P=Gn-Kmg(Uv?fS96(teT0Gh z?>mu^FaCcCNE=hpzQT40As45v!+L-gp|fS4+2)NXMOg*gjZ7h!55YeWq!febVyv99 zk_;b4@N0DVASeex-47%EQco7V|w4aa}I<-dY> zygIfeSs&YsunSU74Bru|jYLmjD$Le)9MRI-F0NiD;5K|Z^&W}@Sw)3S7Nm?BzWb~; zvR17Vp*FHxt&^@ca$2oZrZ#d@t<$15@?5Pmq&9+3qqC?sf?lI@p!Rx~_i7_#H9AP@ zBXl)7gzCW0r^Bc|!c(KeuRbDDqaz1FT?pDhbT3FuI3zwz-ACzww{P&`$Xo%)R2INQ zizF!^m*$oJ7b#NACH=%cdVKq1HuyuFj9(A3Fq)li;p&*$j#Ly?ny8ImANHlXZ18#T zS>IvXwo}ck2+k{a5=hYh+c4d>Dr1579XcxI3?(-G9K9u*JWyc?8(IdqCjX^Z~HBp4b-46Lr?``ER52wN}7@mWwLZr%U2-eX3}IVoJZFC zxiV8zs39}PZ@YNI=UJdTb3K#D|UM=6TLC|v6A9s#j?t^B| z%<~*$VPeYL9sb#KlqSmd3d^&3=Kc!Hqj~1h3d_BD=Gh9%t$F5^3d>=eH}|&b97MgH zpyKGT$(j_#Ldt&??3QlWI=};NH_LU8E~3I4*t&H0?*-`o`8OqIQi4c3DVeXL3Xz4M zD$H0X)_{Sd>X;Ew5ssY_VRpT3HmoXW4q14$$fH4Mt~RpaYffEY&VWWX$MC8|NwiDT zBxB(UtK0B?(f~E+{KLVw=&dHMxWn@* zl>pKyBOv)i0#ZUNAQhY@sRh-1P&`KT@AG?9e2ZrKkrhWq(grjVGKHBl&tb|HQre&d z$hNO?DMYS@$dwS;?p5B0$ej@RJ4F8UDl_Q6Rx%Ee>mjl|q;81329cW~vIC@Uh z+aaj~XRqM-O4gUokyZ6#Sp|06|7j_8n~a@Ik7+5};v zQQ##%Eowj>W6wZH**jzGXJ3(ZRQi+qh*jXS4gDm~Z=~-r?)dZgP)x@Csfpdgpd;h? zbI}X>XH`Xm4$fxYpb0UJ81Y2Sy-e{;0N5sPfu_y2Es)-tvC~rsNlo%Q(ASL3#%}N% zRh-4I)u(DT%75X0(Ap1(@s9}r%^gWM@Y3zq-l$gic5JPXOfRu+#A-W0d(=Cilm?5! zPxjEmy4IT!#}!^LefRuJ%rsbqw^ZAC1Iz{nb^?pd`^&bU0P^dVs1)1n`;#z z7t8;-P<_3qSgsHAm9FR>0RbmF821GoV4!`WtD@{|{o+5vL%h#xU-w^RP9}IBlYIUC z6VL)oI)cplt};`8i*qeB-w zCcK1VCM2^;hp$Uls2dO$%w51qWCq|tVfD{W!eqB{e|oOH zR;b+(7q*<>F|5nbj=bCSYIuw4v+zC93X8`UJR@ZhCzPXV@>bY)SrslqzH+KLhZRmrW zgw^{Tgy#WA+cn=ZwbtIe`6u8&M163Lu)3>*aN~{KP|Nk;61CRm{FW^kH$op=F04-N zAY6PS7twqjzC?|;iN9POiB)k@uKQzYAcC;MFYEV@rRqpZyGzED%CVBPTAo}pMa|3v zzp5RWPlJimvSC6DCu3eW&hnXd$QV7E$RvHf1#Ni4ox~q{9-Y_8My^-MPLP%P zHIWJW6kV-)Zy!I`Z3Q3+t;YtWnuzv*gD&5xq7}f^2*|8{)&(c{IhAb>n@l7ofaB(- zXOGT*fYQB%1+-B#Y6gDU8XjH`{=T&!g84>jA@bDxn>XCHpfPy#`>Lr{XY7*m@SZdF zZ3-;7f9&rQ)(;Szk1(0Gok>lR=?fXJ5Yf$9kat0M@aWnlt_$e2dyVQ#$4AA9kKkgd zz#>{btJ??x|v_mf<#gpgcpNReD@!zn$^#%fq)A678Uj4KavAnXO=nqWvl zuLQ$DrED=k(Pf}?Ur6dnQE#VC_qv3K-p9iD`r~%9-o*v#V>(s_fG&N7BefKBY6iaB zTAp9O(Pky=B&_kiIXW)~3Hb_xwCujt43yg*{Joabsv_wmD=EKjT`1JV$V{x1Ew%k|dVM$B$3}DX zqwK4)oVH6@i{~=!7kyNP4SZ3B+QwlWn2K?RAMIQDmJjgBzG{DO_wFu3d)9NeCemei zI!UrRh^{Lc_Ajj6d<3>y?pj${9mx974 zjoRlgSl+9pm|geO65IhYfixIc&yLL7Tqb z=tJI-THYdM!wWKgF%&{EMUO;wc7@q=u3*hm+_Mxr>UgxEVnpK03LpEy{fU0xUbucx zFxJzDfj9r%i9kdBU}xCXwUC5u2kbQOiIq@#4AuKJ_T81L6S`7OcOs;O~&{3|(^l|bD`4FAI zCxCFrXAt_?pVs~BWZvW4EU85B>1m1rncGW6HAj=XV3$LX8wKGiY#Gh};p;8q+6vxn zVWiLk#S0X-Leb*xPI0HWYp~)_v=l8AcXthL#f!TpXn__h4ut^4-%ZZB=l<{c@P3%Z z+H2M`dy*f?-jhAgOoIVca(^4L#(Nz;ai)>u2RS-{)rYb-Ypbyey*m7K63ila`L_g1 zGb*;Q!;I^5huTo3z26%XeNusoI^~n*S$c(sc-+Sr-gIi>^BWtvtuHW($Ng4L7G6mqav2z8)*N#)xU!@F~Z{ znGyB9R(KBi_2s4>sE&qX(z3EFO_dotp%)L&oJ9W^b+*cpC(u~z$qlOYi-Ws8c^YPdUJPOb8o9KKi&T}j_3k&Hc7 z^1#fO^D1czn=Ta6G?Ln#$u6&^hV5FPL*i8J2?F%WlaWVK>rPRzV${K!Qa?SVf|ZdS z8EWnFFj06h8}oZgcA&gG{i}S&JtaK6uNE5z2QdIZeNYBD_#tFwu}76<8L@pt6kBmY04ct2Z&EG{__BuQSI9HYdL8hSvOE)|4U%Kl0h5D207FY) z8Mq-#A3|Z9;Re%BvVF0J6Y6K)i#dpAg}QD@cQg)DY1e|K8SGU;LZumMaCCXXNwIMB z^u#%qgUPP)MD7EX439XQ)sY4)Jn$_p7%hv0jfKqn&AF>dstZ`i%_KDrj=;1mA(6ZOlg`<~->Van>)n6HuK23)V%z$e|d?i7eJ~ zrSl_2h+`!*_i`yTw|TKvY+;k_+T&hNXJv3`j1Hn0U=*05rjws?Kv$_YHZUW%SF+5B zj`fNY{QcAx+?C#+<|q2OUu-J{ibNaE?%7?5Z*@ zuq2!tsW}!*cM&)5&*vpzhN~&>bKiGq6Tvwc*6rd`C=EtWIxwg8hXXL(Ch8_)?G^4l z%FU8+;p*94UK!aVFqM4Z@_6X7WVewasO#U_{lB$WtWoyI98vcB>93&UTnzh>;RR=8 z3Zt+j1fl%rd3YOSa!_U(DnEu;G#}i`j zi`Lqzr1!yN3IJiDax@|YR()fR&zZM+J3H5Q*tlm`Bov>6+I(&d+Y3LI_SH|#mRFTp zkA!ig@bBg5Bfc`=YzVMEO09x9g(d06fMRKRjSPxwpW2ashDS*hYF2 z`DIP)Akv-B{rPOzailwsyK2$bsp0mWFW;0%X)dJO_-W#+btdumHgb!Ub(zEOGPE03 zmGdf-I}w&g*Zi&$c>s;;>dm{nLGHv1DjV^v^6OYqIWAk7OA8y6Q$G7px-xT7+ zW9D4-AtbVI)Hb=!Rt=cHa%bqZ(qP(y{Sa&qNW3qy76Px2W85x5K@I&T#+W@U?hw2p zW++>?>u0^~vhX*{Bf#%G-Fh3=$i&>-bIfjO$zSvnnzLW(M(AqxYU_Jxu=ZEJr$Z$R zj-oME-XPvXcRvpf;@Ped9#Yf%QbipY`g)Axg?`AqID`ZOVT7_P=S7n7rw?}eE^1PP_S`T{}kXyJxgkonEP=|~dtw0?#a$<^Jh=7lb zBCvGEMLC?l=P@t-Y%>BSHxEJaHTrBD_m8ipz?5?y%W)Q;@gG#zLakr!mL?<&2V+of zM>lrECAilyti_DFVu&UK+JbKRA=49gK4kkT`#pa+%7B}&^Vg7RksF_v_PYUh!l*p% z82%I?ByAz0u@aa|;<<8pPUW(G6#gXjg`%+{s~S1~gpau`Z+$2{+KP?;`t;ik2f&2a zxGjZzDI7`aNkw9LFqfippuI9F^@ukotsn-^XeT%tNo->pX=AbpTDKB+d{)eN8dIfU+Zzj%Y-{;V_m^!I~ zD6f1_dD>7gVBB`N`a;;a5%1-VL}bRnNGu`d(qPU|RM?^U6s-*Hn19O~b+-Y28rBKA z&4_0cJezV6vMD!C??3NUe3aJD7#obmjOp0lYpVI@q0!H({<)eS=g-Id_$vy7guF_$ zejg>$Y4H9%tGQ`WRB z-s~uk(*jAn6p=poz~;o6z~;op{lfU?z^uqLB95v4jtC$69hvd-Ra@hYmu$JPVaCG| zzggPS+PCNLV-0r%(p7!8IH#VZ7I&4MM2hdlZk&LNHT&FlYB=OZlBt|~8!tg&uAuQ> z!N8Hbt1`AiB3sw9_H6#S5L36VRFur~&Z@@me>Z7x}1O( znOx6749z{O)%lA^E$u+f&s7qjhAor0#92T)15o)I!f3p_T*s@mYEpWHZiL2xcLan= z`Sgx({(E{y&U&7|FLBn^QOzmT7}V!vwyL7jVYFao#J{z*v&_WpMEqsC)#{a+ z5Ql7WA+)9wXhIPocaq~`fdY{@w|`;18|W^f(xN>(9)8(_8oV zDv!&vtoBFu&;Abq652z*rp13~iy)3H1~S{xfP{8DAdmeGkjE|$lDN9 z5sOCKA?qE}`d`!E2X$NyK8$vkTiloXCnxtkXtkX=FN}4?@kc5^S!n^`0m^F%63ikQ<5?GK9672K0#`F&~LnmRZ z!si_6%pU42;RIzf43X_*KevanIi=&Du?{;%D}d@AK2kL|PokKE4*IdNoyd{mz>c^< z4q5wVRv>=F;lV#WTvggNhADao$g<7NGOxDgg-1DFvjv>Kw0JYT!>LHNf1w1O$hFZa zj~{_4F+o>zZ8XZAiiL$r?3a|MvNUctx7kXyybN>R7q|KR9cP5Dezj33cM=ljQt(*+ zy~Lr7;qP0LxNqFwU{OJM15=`h-bdODX|clg(iJN{VNMxptU7q_BXz zYb@1xUn)Y|igWaeG`PpPBDE^Qe0Jg#(%((J(kOS{USif(%=D#?BUw_Jx>GOr*-jT_ zlBp4HkSo?twmB&F7Q@KPY^C$rE5zJ9mbIlwkEp-)%s2j0^ZS7) zlkts#@0h2iPd#-S)fZ~Ai?5kTZR*|M8L3DwDl?HPW`4tL#d-Iy1W+ss1M)Qi$|nfW z6^7X$2X|6AlDHTr+V{xyGmb2F;=FA!^q9l4Eq{v;mv(szxT#222a`}O3;W7vgPhz+ zbxEcHvm$cajH82{IG1~+@b&8ko4L%3NKZZ3T?Bk?@7oClcuUPFMEUxxr@ zEDJTjZ1&P#oL?|n0x*YjlmTXTRKQFQH?J@}nfb#>)V^W8RY#r$UZB0WpkS6PrY+Ft zGQ^`@7aATaiq*j))PA5FkRWe&(o_<(R4*CPAKh-->^b;r((NttU|( zlR-XQvjP!q&qW0o!;=S!cIAY*-(BDMlFa`7V{u?7Ka^VoE~O?{sgfmBBWNI*j>9U{ zp~WbRGQgCV5C2#RM6x^aPyvx$r#WAM$o>N%89S2b%+sbj3q)<)s(2Kwf!e3o0TMlN zZ8DI!s9>}u=CE9NT@~W>E_((~9wqr;1M0J)zKHpt&+f11o@`nmOGNFDU?5he`6+gV zL=8Bv0W#jKnL9{aQt;tW4+d#6#H8PSt2k{ZMnk_0?@hr358{$cg>5Yxf@`O#PB8K*0Euv)-cr22M9}ym)L8 zSI(730J0Gg{5#dL56s-?%yYeX+*g_=;|qfYxGqW3xGZXd)0t+$0ZO=gI%3vstLX05E8sHgdMN$quw|uk zQv8TcCIf9Em{)y}#`h>q7<2Dmg9WF~nscFiRma*O@9B90g^W3rTx1zCwc=djlOBaKJP5+ljnbWb#YCi&Fq($DVy zL(u)Lml`eG%n4!nx6k z!^&4h+56uF&5q~>66cw(ifhLPE2cRzpf5O4EHQ4;`^g>CHc_A?y=ig)cqw&AT;XutT?z8pa$Mx%zkidm= zwg;mrkn{&^Tj|BI={+gp2zAkkSLUdg%pR$Bi;T)jQbl+im~V@1>{`pY3i21~X1O8d zK*-Js=&&-nHw+lT1B!&hn+= z@7I}GsOP73XG^Vzev7nh&o=NMkvQ_HW z`;ivJGUa2G)k%dP0m2)a5Bs>Ea;Nvl=FFq8H3&VI<&3*q%ENl;XH+?to-4f$a_FEbL!~;_H#QY+(8{zOe1Ay zGXrjszkEkN$J@aI1R+3}L@&8C))yZgBal1zMprxM5KyeCEga3mMe)4}ywlvi~_a^&@E0jQtn-sB}-MIVY}*!K!E0 z%d_pHc2gp`M$2CQy6wYubE2Ud%U=096h}g?CW50_TK{S0z{l6KHswqFJf*ykrMr-w zN3HDTyWD!s%*VjH-A_03b7)4OT}q)F5>_6Xvni5o)4K3KrgfO%HTx2&<=P^vUcLWTw* zTiz!FmQr!H7^Ib6e zyDOu@c(PRXh@rsYRD*fVy~lXCk-rblQL(Lw^e4vU)HH&ls!K2$bEQA1Yt(+-SG#_> zWi1Jii0A-`!KTUCM**z@NhFO~_aZ<+jo_NewPHY;Kmck_LszzDYn6Oje^`ZQoHCs8 z%Su2Gzk`Jj^tqJoz~4(xfBqR8hU`$4dKR7*m_MNC56BH-{R6Mw)ZN|Zhr`k~N`qA@ z(RhlHvAeYIyzPBm_EbUVw#v9BVf3zmWxC!{M@~n5y^kKyA1a+DXR||TaI0tZo*wPL z)%06Xp*(hhlf4v#L`o@9s?H{ZED9!G6izd7qyawC_*~Jn+D=c@^f-z%F7?qW<8c2E z+PGBwPENVb7e)za6gyp+K5oe~?St+g_CCCZ5 zA;Ji)%;xHVX2_j^i2t^;y+EOfQd5xS{S;x_?pzn!otGAJtiimZia`K zcjG7UE&uU&U(>q3y317da3AA8$h-0J2<0^7v`lv3>&6Vr)Tx)O=jWI7rCKyM1UGzZ zr!rnM>vs;liA2(I*G=bkr$ zJGB354!qF1Mv{Jsr6Y)9cb}uv)FpOVua8r$;z0 zsP9A`SV)J_8{I3M$z(8dEo{L(8Y7^!&qO*QNSzv^LmsC%R(<}_E>e&pHAS;@bJq3X z4H>IXYgwv|PxBKr0-(3q7%_g!rb>8m#)3_F;YvG206^>$C}t66`aEuz7Z~R_l1D0h zRgo^1d0sGEaIR)I^RcXPms?BU{WTM-AVxAFd8h&g^BO^&&!Y?h^O$VBRo7^oRsAS? zPY}^}pUN(~y3Cfw(k3r|%Fd;%^^Vwe2Njn!ITv0V{u2xSOwFvTE3{y}hMm@R6(_fZ zbJ2tbfia)TQM;L}tC_3`pGgC4m9M)UvAYhF?rZBd1niJT--u4nkmD6xCl$}N3O9X+ zKmP3#6MK`l%|)5#*;hvfd~bzMXoWMma;`XXCK#t~ZyQl&Gfvo$#RxJoe-VUNcvb{I z+D`3s{Asc;9b3kIm6`c5zO#~n&bFuGMqhJ(YHLG;rpI#^TnZ`wke9DGfyt_Zz0j0 zE!St*XDY|RIAiuA_Rh1qfzN2jS$re+CIlAYTmtfH&DQ?%WNONRL% zbJ?KQhF7ygZ5vTt!!@R=N^jJa+YwX-WFtO?sic#y6%R>8)oPB z0Q)TFr~)y>DVvDMz(8#xR(F%g=cToO#}BcVotfFg&CP zlM^*A5ZfOIh`$faG-)(V*zoG~EpYOw67@bpFr!rcP#jCDE2W zm*>T2BS+bqHMyD%J*g?0n_c_l-3#RlI$wVYf9dWTCF$<5p|#hyvwhj0?wg?mqUBMURwC7of*cb4w{(gh5YZd723yF!3)0tlj@%;ikO0p$yN-H&r1 zh7SQpB96mKe_>Y(0h=MC29}GV znyi48ljDEry3mJ+5oC@0T5)Yx?QOa6%zfDnuD;#ct=qoXG|9xT)s<0k3^uY-aSXjL zH2p2jiWfk}qQq00Di3viU#`WPnxq7fJ%HRre7K7Qi^Z$hT0It;&p4Fp-JI$*kjY*? zcYVDSHd?AMX9cR@HflDuDjwsmsB%wV#J&{x`+8|7=@5l(B`dM>mt|&R{Z)Lui}v~E zWWY2xQI<@Lth@CuFfRGepDQF?KXlFPs;nQH*uLeUEq3wyTK_VmWz;;ajei9*wR>Z= zGzSvW@k@^___X_D)>{bB{IX!;7SwL18snVLu`fRE{4%4eU#kiJrL+tk2>)vm^=NgM zx)F%qxnXiKz%!@q|8c@y+r+R&3re&=s(mqVAqhyBR~2mUS~MFf7GuYMR1V76=|IV~ zAGAOzOo0_Vigr4k(2CwIt7Yx94kdN%;W76Lbf0u5ZE96bDA5ULQ-!24{kJSV-gYCFH)g>ydl5`Ylj>e1c|ZS)q2{L9%bRU*4`8|JR8 z@)Zft*1O=e^8Y9SzS;P^jNgg0DsXIrdB%~}-)1g`=dW2QUGq1Y(Hj_DqhJpNuwP2m zO@S@JOo|N^+S{)qjghIkeZ!Hm8CyXJN(Gcr{>N`Y0{R)+ta5;1+tyB}>GCeV-Mi!F zqw9iW870>h7K)(TiJBJIl|8vZhBnv&uz5HDwr{Kx74vn)dQib;;FS!eSZg0F&Q|@W zDH1T<$9K9I(Av0dxyNKp#Lw}#^2(_!3@=6dFCZ*N`|CQ}bRF&IkGB|!BwaUGhI6ia zUa0M?yo04XXHEm(K>64O&XSbU>t948y3qW0mg!*0UodYub<#+7P=2&#%p@Yi7Ai|9;*6 zGhN>LEn=4#dsPDN$dYdyL|Y$1o8z_obeALl8)If4m(h=sah%fgzBbFYJ{dpP!Todp zsk3=NAA`{C>i372P=q8QHu>A~`@fGDCy|e_cUQfS3*CGVfq%L;DMNYgu6}guKHP4s zH=N@9W4Q>*_!)L0)S2QR0>;0N8E``&?H!JmZ)Q`k;$<|kir=eFM2EN+j9t9eOKinn3xAp3H_XuX|k| z1P}}kqwO)IS?#VWzJp^!gmJGiiRTt+$_O3=mndbGwQS->q5kBeO~$b@RofG&^LlFz zrrG~ZV2>=$ym^yn*2w!ThoovYX6r$M7`L)o07+duXu^Ok!wu2HdG%wI0)U*G6;y^(NU{cE=cjas)8;K4_~Xp0KRk^7 zjFTFpXHhW1{YM8~r>rJEM*!8tk(nM5B;5Wjzo0M*IwA%eKT77V9d3rh2#v1o7KXzEsr~)cBKUH$?F#3V z27BQlQibGA`?eR1f+1#3`8tWku=ospkoDo*?fD3J%HB znu?yl^a;$Lz!LZmQr)Y#IErNo-AhC(jdRfcSEyh%t7|OAU4DLB{QjO_G$TbRri2l{ zjyVPSYpI3U=Ic5W>NWj!(G1vvbs6S{$YEmYiMcN6;7ZqLTxZsgLR^I@joFdvpykPq zGCBtvU;;|Bs_8sUGZ&*h!OB~95b-Vl45hWlinO5Ee$)C#r`6?KmOGu~(r%02Z4Fm? z|C;QlB(kKkr=rVb&I=_19l1%;aGSn8e9YUmMo!w4ir`gKT`@t}FSl{d%OSBPEh`-) z<|>%q^>_PQL}4KdIcw*lwZFdqFqLa_*@Ck-y^cQan_o8){hA~**r+n@JQ$b!ESp%p z^50~1nYN#eEQF~G2q1X$o?K6aR>lXX>}`E5%Mq1!B+Ogek3oj4czUsmHq-QHl@+^+ zeOE{hWu_-?g~cI$T#GuF$!gi~3-)H7Ott7+c5(QSdClfdaMJMW_EQDhahMEZ`@j8+ zs7Zg_H99vK3lZUwGAHdZHOAoi3q8R$NlH91QGEJOcxth%7;3R}Kw-pC!@j+hUbUj$ zKf4&R412fkPnf5J?k&7C#U)ZoJv)jPJ8;)j_m=I$;fUd;-AU{i9dYYfT=09t_K=8r zPdZAE_wUv9gLH*FVq5R@Ud?=a?F9+}N}t1G6>fuBgU}pk3~5ilF>)0ciq4+h`d>_LOImBd)e|Yl$l?=s@$6$(_YR4scvV7QjWMy=Sq*C z>5Dh#sH8Bl6?M)qL&hehNThzK)eqrPFMoE7eIv^8&zJTb7|WRhEVksMEVlRGgY+nC z#Pm7c6OS9HMsHZ|;}h~fx#yxd=Zc;NBw6kfuC}ORj(;A1#n4Z>Dao}+OZ&)^`GbP! zx@PI+W!Z4ch^G zq@h4#=;?@#uQ-vH89I6#3Qv(5VtO&gdC}R}R~W`SHHZ=PBG?v)IoYj<=6)QuSpND# zjm(@&($_m$TJYf?4?m0+^#kglE~;rUAEqwHS1pGu$+`Bh{&zZce_uemZ>}su=4{&`ojT_;7wlS>Y670R{B7piY} zelq)VJ!27K4M{7!Bk3pGUZC1x=tkv`yXL`jyAC~~iJv9GaF#r%_7QivEf!STSR+OAJR--)LaJSqq{NIF(^#2}pECTXZpuS@< z`kaOBvY6;1N7nou+vhYnAKZT7(XUiH>c;(Bi6DwdzvrN4baRSrJDhU{)exYbBpM)7 zLq7F6e!xo$cq;t7z7uHSA1StPPb`l(tj~@pH)i*u2GJfaGCWj`m5lxh^#5cQz1mDX zh-n8HNov|BnN7~g&VrAT-*vg)4au^tJMYB%V!Yb~D)~54Pf{%kovrY(zUfSMlavnG zDv&KnR2J%lyh!pAMRLy9kzQ+7%8YGEN;z*#f6>MG-7ng^QvUumcUqWIw2!7MDAITj zye(hHow1vIuK$hTdXfLbt7<}rqW%x*>M@*SNpxI=NQvp{6jzgS%x*UJS}!?yn4XD* ze`S#dBe-J`34DdvZdpk=&RJ|(ecGbS+$#;CEg|PQaJXdD2$68kx8}-Z)EQ2YHEotN zoh|XMn{8nj4-+gMf@AK-w4;w{cg4LCjrJ_opIGP}(YML$G}Eko^3#;QWtX(r&PG*A&_VUmEqzB3%Koe8PLVHI>C$d|d(t!7g>RPOVu!>;~Zht~-vSwhy$ z{}5>$FHT5Mx2pidKD{@q&I-LZSZ77$ z^h}U{3REk%iGyDue~7Nkel|o1?XR|S#E>hZx_n{+ph zxn$Bc+K%ngH8KtWXgjn=cc#=G(fb19XJd>d&q!nDB~Ri{tX3;@zF;epV4%sV%Lvs* zeR~<$m}o(S@xhYrI*jYALF5b{46}L~A?y1`8n5e6&VbZc#DE_!n)wEe$ClRs=M!M8 zP@_wEG#$k6)bE#f&LSiKY@L-SHXho6X-VqVEzR57j|-e|E5v*Y+q9@ zQ;}nCN|6>7n)%s=xN}EiJH~wr`@N zoNm|j<%xv_6f29-%9Ao>1`NjW+RB!y7hxvM*pbECEN!CmhJpp?MTX}d;H2&X&A z$#UMyY}pQ82B}hx8ce8?SfMd#MS8$sC$ARQeYBrrne`3vE!@-nc zc?$jUB!8@ZlHb5(47l6}cR$IDG|dvP1qb@!4MxEmBwA6MfN^m)=Vt&NcaY)%I=&cY z4|KflsRy){@E#1q0}|i?Z{YzN@PI0Kfb9}IpdKDz4G$QH2V}ql_}~Gq@PNbrI>Ubj zG{6IF;Q`a|fC6}c96TTa9>C)G)FsRNh3T4dS*16cR(Lf$D38WI+i*u)+jG6*S4 z6`GYG>T=uYkB$|A1|p>RJ^lcw&))Vt%~th7eB392x)6j$wcLmaj$MPGb27V zjTAU{&n0J-3D>#0M82yZX2wkGlpn?L;NviuRgV+;7VU;ct9y zuy2rDK$nGPpY@l%gs-l5fVLSt5ln;?W{Hm=8r3hv#pAFq&|f)CwxMl% ze3e7W^Nj5;6AqELRB$T`Zn?N20v5`Kx!RYzuJJcO6%84BKgvejI*|oUl7Q&TsJP8; z#P-vLN?Z;v5clbyWJb}?PV*6EVqA{GhCY$uVdr>}BR(%m^O={U!o z6VDDmrK2JDpZOtQihyy$B3vJ18}407WMYtFUWLl;5>@~uO=XwxwGNj_hxk#tU{3YV z6}{D~4~6NWxff;0+L>0%dN1`#hBXE`vsoxu@a3ZG@Bh{Ny6}*Yap)sN=OhO~U#Pcu zj8nOP?L~muiHITi>rY|N6Y}Ifw{|qZ|4Tw(^^Z5$Pv4NfK$P_z{&eYp70uz?24}Fp z{;M75ekDqs#A#M^u4(x`dz#(30(LeMyAQ15l!U1$yL}tIv_Sy0{p#~G##hxfB`gqS zLC2U5mocN>?JX)Vg- z!F$eLQSXsHnQB#KWv};1za(cM&x%CvMvp#Vv5fhHbVs_FQo+QXfMHqMcE?*gv{lZS z3e1Cu%unNmJLKnO0z<;~T^z9)AmDI`&bHwh=zP?*0;k5ICF)NJW)#GX5?Ht%Z|HAw zR^9D_osczYW9Sl&o4-6P7A3gb5zOm2<{+`cP3r$IY-zV|!3xBJe#g^LOq9FyYk+5n zB&&62L9yz@J5tGIBLf>#)X**eM<|Gb+uLO#81;Ge?~|TD%z)>2pk1M9N~!hWhu1d` zo`E(TN8}e;eBUCI?Bs=3%MsBu0)#=cU`Drr2S#T@mL3U&-rLo4NQpD|^HO-kd{op+pzO1q# z7vd)}E;ER98rm<5%*bB^n~|Zxq8XZ<8D1$OngP5kvdGCoxf^k_*{Z50FWY@VxHouZ zp|uAX9c(nY^AWW4RRnU;gs0_ZVC0KV=_;S|B`(BUXknRo=j9vORo^&*;XYp%uKoFt z%ti2Xz5>z1y@^w{IX8-AQgC>6jx`WyyWCp!(M@ksNv11`!(5Dq!v|nqy`be!U zF)36|7dDo|D0ioHP`Q_osy<$pJZti1Gen+)+WW{!;4x=pz>A-Qqtq^>#Nj>QQY`u* zM-dO4k4GNjbAk>v$Qkoy2BhV7otMntUfmMF>=pt-S%WGA3Q8_2a?9*Go3~N@m$e}P zTXwZjf$AvQ>&No`?wZ7!30UT{tzSpHn9(8U0cWgf&Q&al@PLOXFd;)ZFCiJrfRGLd z8H@RL;9H(tlz7qR-@~}(Q+lJmej7`shEp29I6K^f! z$0mM_4STb!Vg9Ix{)dz!4U7Fm?D52#F{Q*CTSed*=d{LJ#Z+BV%RWBSHrSk5W33HH zv65K3T)?%gBVcqUFo-|X`EPOq5S-Q>x~i!jGFoI4DPn#mOL4!We2C$4Pkt-ZHbSdq z`PgsNz>!Pz0^Ix~14(y)dC0`fRIsn?4e`CQ={hv?dW2` zWj-WYOqNmi^!Pw11BIIDy^_%lw^D}~lBdY1y8>c1i%3AsGbCH9nW4h{*DBAyR%r5P z59owjX+!kMQ`pq)Jw9|v7em#rUE|0qubFu6d5r2LOXMLxUzY8Gei>GOfV5z^$HWtTKv1W_F#%va`nQ7r0&?);h-@oFvhlpEUPgoJjUD02g1v`EkV0s z6hTUT^7&_kUjBZ6)wH|04uc>^P4CZ0AA%i~amCJrQUiU&{b!w{F|T^(+wbP9ZMAYP zq>ZpiBHMsVvadZ3&IQX9s`}KK1Dw!`j5SD1HwcqP!&vzKpG$HnUb8j$O8uGyQ}2vn zMmIpIfTAAff?`CQlfp4uC~Sb%CTuW;|FJw)+t<-opgH3ELGha%V_=Yf zyghKTtI5ZC(RpdB83@96tKrqgtX_oZZiF_|8_c_~h+YsxOT_dt<750KD7-;G>UqUk zhiCG!qUHsTl46NsIMdb-&ODjQE_(%b%=8zJqlHvA%;Dx|dr*JI81S2a3RSWU zhxe#1X-h+_p2cPj&Xk(D4UFu^p!ZQ<7P4oNab!3XUlp?7VTpQJ=$T}Q)1sjM$qAcK zejCrM^;E9<`U+)tmA9hC=+4v(o#wN(4BzF4Z@3CrN~*V}yV<81%Zj{8RXogRF#MLL zmT}E*DQV_yzvNWKOh|7#4_=}|FHT|m%?C>PC)VKjfU;dLtZ#V0$kL-GaK5Zc{0Pny znQ-90kJ6@eSaE=vvo(DDx5$(~^Hl^){5)lyv4(nh*}%`#M%*)VL2h>AcQ8 zv3cie$D)6-B4mn~^}W+{ZAr6KIVMb08eK(-qnl|*p%Q&S!xYMTPtnZjn4a1m%82jQ z!fs^;b23BslmVEl6Jg@`K>rD2t0W|97s~615rZ8E zUGhGhwgdY!{F6Gx+I8Nb=CjkxpJ>?SAarTSJs^;$Iia8zvvT z!eVd@|J#Wi_0!DnB#6fA_5Y8I`PNTP!8P3frDlTAA*dDmvbWCowc*G<{&#H8-nwtZ z*REs1KScTGbrb#7`cHyb__D6ar??N%m!NQhJ0^|;eRs)_V1_mcXE7#h2{==`>{yUYw=RTWUn8ub)b40Rnlay zuhE)J(QJZ01*WG?vbx+whPOBWupOsxwQpBG+j-e|`21jjrHW#{M(Fm(jYlc=d`;#( z`=M$rWh1s^@o{ZTT#lZB5Vh7m)(U#QhS#F8JhpGG;~Nx_Mc#zZ6b_{CC9s=gisZ2& z6Y-r?*jVef{?_VXAqVU*`&F|{cC7=f6}P=~aMRwbs-S7%ZV@uCrHY{Gsuw@l>7c7m zbow0@PkUeU$Fe2zW{_saDoAWx-BPUR+wn5?_u`LGpYo;7{SL^X@ro{>F+~H1%X;I6 z;G?41Ly9Bbfb7nqm_FxeOR+aMg~}t4LnfIdYhA_y?)D)HRoGKez%5?Vj$)Xo)_BI# zUhpj(sJZ;$23u?(RKBbt6ZQ?1+u6ELj|s6cYT%$`=~RXsM@dqYuM&g{YqT@t`4oBT z0&BH<@*Rdp2QFf#$6iqLa#9}j*}?j2tQer}<_XUs?Z36oe!3#g zeoEt}(8bJKy47CrL_|wr?KJKTzgR1LiUL|%cjC`hX)@(1yuLb8Fs`w-`N+3}?vx|F zVyYQ0s_S0Ut@F$lz}lPt8X_65ykkMBVa-zL1!0uVo-X&6OLsK8FcH+Snkx)~zNXFo zwZ|>IsU}1s@P?{t|Aq!+qS&)O)7yed#aS7PJk#3+NbwUn1jzOiIfY88(U|}q7*x`w zK?B^;3X}B7;4ul`woCCNPx=2Cd+V^MqUc>%L{LOTLXa*&>5%S5x?||>p}R$p29fU0 zp<`%JDPaI*=ovz~LAv#x;TJc)?>^7{W4+J2*Lv4xJR;}dUTd8)(2=KJuJyMWGvCZJ zbgo_Y$_B{OD>8R5qLimF_uJen#@ zBkn4eDQ(00NwDVZDe+vz`a7wszhcKrWdBU|(f^q|c>cHRc!~I5Zg|8KIg-e_w1SBU zt`|iC-|1f;tcRAE^38vL+Y{usxEp`F);W{-Z?bcy;Np-fA-)9d1KxSO!K<(?Tv}%I z0wTCD)u*xGG@g{QU;hlz$A zZWnzo3QQHn$+`KaY{AT|)T}q|cIhURBg*K^+r>+bDz?_>L=+X6?{FQhKc;N*Ow^sU zT9eYMI+QN2nT>MK3q$15RX;8qTTZo&09ElW8JO?C+J^?g2y?%VFfikqmYQu|!MLR< zdz5;YH62*01rvrCI^r!#3seBx9EWko3V%!gl=1l0MBOpDDXAAFx{}n|au;{Da7P;E zk6oshUC!2&8x~2nzNzduA_>bSW^0U{+)AR_jd+ljwHHx2gQv%D63b5EF2|pZNu6@X zih*Kc2){c%5X!YtU8F+fiMN* z>p#mp6R!Py+dRpO5Zo;V}%~mv(*Tt_Ph{sf&B{cnI zOxlTP*0RBa#?niouT=uwzL+yzfUbeq%6m~4;qzM9;br`L~qM~r3>}3 zus`QO#s-GWS+BbPA&;v=AK?`i+7ObR?4v-sl1j_4eqkeO*7y zZOp~+BZd8e0?M5P?}c_-d(mkg7o~>G2MwijR7<4%3?QPgt1V9PD&LmidyuaBnUD~9 z)^>zeZ~bfWh1F<&7g__r9)RB2I)_xv)$>V%8dnok1Brkd^{Tm}!4lCJ4nEUq!&x#8 zhmBo|be^AQ&qp#hgP!d)J~?sjAaZ9a|BBV-*aC@uv(~Us!<73O=G9T@Bgux`uUz^6 z1UkJ?fn&tg)+#qI^06z|n2pKmT1XSWdpIM@zfWn@F*a3Mf?!ZlB5{)#@%O8ApTnT7kuwys>a zu(y!9FGPm($qLjJzYo0nIubb`|Dq)>>4DRJxJaU73$x1`Y2dTSM31@Q1`mW97Jiap&kk&PnJnY{Hr)9%g! z-kb$|dv03<7uwarHATo0J+{jdBev-h4Ys;BD6&19LMh`S38VaHO8BaDN25}P+#+9W z5`oxsYd_{-rOmzyiwyqvpE5WioVyssGTnV2UL|J32!3pR?X>**E0>FUSgvaV zZ@sA12I_cDZVj_mrQNW8z**-&_%D4ls%UJ=+J#A-YygC5sxz-i?eMXRuwnYC#j0)7 zv)H(zajpI zuUeuqeO{!&=#V8}kImA_wdRO@xR;+&xiDpT%pR0Y^pi~J22JZvp_W}F+ zKy>|mp#MHVcpqqBMrBmijA+0R##%d8U|hzRjnI0{Ob~dr*j^`#_w(p;q$5eEf+QLB zM_qZ_4vRlbSYW4T#`FcsQQsi1o76dcQo^7Z`DqkTtOsp-bqU_(RuO^fQY=Dy=zf1l zu>#qon0CV^e=mHJOZScH!?QM~bq&i%drxk*L60w&j>|!1Ci<29`^YYiRJt#x=972q zpP!g*VBph?bc)l4T|IPva)Pn(Vgq}GW`sB$kbGMv0u~18>^!^Q13m!f(?i&=&%a=# zUnG}&{C9KwWH!LVa#Oa+@oQH^5Y~JLOmbeCXrRCWeQU%bV3P*!~W><+;%i zp2?>l+O?2DN8~JlQ_wu^Jn%ct=6{yQ{nv5)pXqTO)OmbD_tolFXo*V;j@0t){;Jc( zS}?H>i4iH=GmI{&J*GX1mk+|aiufz)E+j0is3#@$AIEVVRlkYI8GBy??>(@0fBkus zSGPeubKp&)ZDyuNklhZxO^MxBvVCUh^NLct?O6LvXnc7oqlZ4XvRs7BgvV~xThR1rHxy%`SrcdRwe*mJBl&d7JHgo5_~XuL$88naLU-M-aHA$H>uUz<(^Pt#J> z-)z9ScE1|x>*VkO_4BLNK>a**YO3aDFI zl5wxfJ@w{x?en+FcaR1-D|_wpawV+}WBPSbR6s+bh^r!BJwxkPxe}AD7Q;(!CIY#i zQ)Hz z3Zra|^QlUO#oGDGUJw{mz9KlK03;Q!2wG{l=5STCs$^;zma&lY59$Z>3=Fz9LtT3gSdHS83sX_&t=-VlSqh$@^o*28ICrE_b4fp+`5{aJWiMdEX0ek&! z*0$o_we)qQQIe~3Y$wC&;uB+lJ*pi722Ia!BgyD$?al{FzrQ|>+u|Ahd#RNk){WP- zF$o;a6WAU~*UmKnr|phcblPV4*MG;v$*S8as|9PvD|g2$Pe}it7vd1!O>JVW3aOhF z?83={xFZbfW`XARe0d54tI2PjtRx8bm&pRwQw*)RxN4pQdA+pVk zO!cxftFQ?j+~YkzSb$X;*gjW{f~GN2n*~PO^WRe-GEH6-KL_`*PZUj$Nm?USQ^`d~ z_2ZgA9of8R9)-9u`{uZ_m`~~>`n}dK>m$}L$JxD~|FbmIWm1oGGpdm08S^Y5oO(Zl z0dE%AZU5TNTV_OTJG0Tb`|uEv?PK(-(96P@xT$=hd0E z7m7@>PHM4l9o!#!eFy=MeP!dQ8)cjY)c+dME>}%Ad7gWTJohqQHNDpl{GKR07o+-m z_X|BRNfZ#B;9UC5ZbxklqiaZ1$J+bDKOMvGXW2Y50SY-oSAzXEaT6RW$a4 zWqwb6ws>qe{hFVzqhMSnHIFG4^Kht$Eu zHIFKwfjVEbkhO(xwOI}n)GKZ0Qwp_?TA5`kXx((9HTu_T2uq@ejTjYPrgdl}GjVyB zyw!F@3AgTrZ788fnsfyeO}9Y{$<1t5xo;+)S&0L|FSGZK-kCHLQlLBh`0MZ3j~nWy zjCaSPPxj|yJ8>mDSW)i9L6m!30<=?Sgj1;zu`jKbEa+$vk~wLHd_Z>?`ioEOWkqlI zgq(4$PnhUoD8FQ$w*+~?&kpMNUz{6yV^~IHb61a$t zCz*F49`?(m5VxQQhzCcBhW*741S0jV;eYXgHj*rJHz3l3eK+Dyef}kC>mqr3KV0yn zgYraim6uLrR!Xe&aR)4!k~;&Ae%{v30fzl6jI;g=KMLUReY ze_2D>SxqB@u_v1x^;JNjsc&HgR%z?-2KX^S@$>n})Kpp6Tg9@HG^=0mVabu6ryWV9 zRGP*te?GBz4j=x@5j79tldjM-%MY-DuormGPLU8E?(M{(b&b~?{22C~qCk)SVzj_X z{c{$>L42x&laKlXh-aW20pcmg{9Gd`_`%~Pd@i^4!_?@yP2Si7FNq62y~c#A|Kc+T zNYeTiSH(qjn+vlgX=GFW(hn(8EzlzOO zEc+(2fr6%*#Q4gj17bb4yp^3cPofxZzb-FRXg{#H-!xSu7RBxk=N1653aM| z&Xg*ak8va1b{YZKh4OgU3!nRLXkmohj0!ow#bC#;NELLzuf1TmugDZk_pRzG5<>6Z z>KUu+5Q+CZ{r=z>^6J@x9ygx{7d+DGUMUp8YY-Ec9;%CWmqSa?i$Bc51o^eOABPFf zuBxwXcv?DnkE3W89*6Hh2;!l70UqwN$(BVR{5mVE$hQwibzOjQjJk-VAs| zXQpaF9~o{DlbwnY+>L4^(1)(g_E036%9kH}yq>L*sWp z##iUJg66j{R83SF9Ah>lfAI8JHcvZ^8iLV&WxmIe3`atCaF!rq<;;P@Qu*2;oXpeA z+dP(pqwJfb>_OYHJ6jdQD=&CRL7-Z!BUy0UMS-lemi zk?KV0G}c*{gVL9+w#6MgA}AsQZ(j8Fp5qEpBQee8k`t~=(NEOp-^tsj)w>n5DE;~L zLLJ&APh>OYe`CR!Fx8Dr=oi+xaS|gs(cAC1(;Km9K0IILxDR|2mNh+)Go@T*_nxu_ ze|nsL=9*XnI%7+~8o5@wJW3t3h27c0EUMOns@6H-ZesA`S2k@_HojFvOF^;g_22z( zj#36I_x1;MC?O3kRJy*gmGcRe!UI|dgIbhyOc!)a2}j8{N6CY>!*{mB7A)&QEbE+K z+{C^dzmjXClJku%oKGke9#A_NRHLMOdqMX$;V9|mC~2_r@xh=9C4{n-iqE&o?|0D1 zTK&$4o1-tNfSlrefcZX9d>?TAkAVDrfbKpJwpOnJWF!vmJUjpf-u3jUK4|pv54K#p zk~+9;{c&Q0eJUrDE7p;e5Y>dPN+w;LjjRXs<~^5&``$JKjJsl{?~ELJKN2Vyt8sbluZ(%i0yowgYoz!N3{emJ*$tt zli!kY7S%U3c=hBc=;nTtdq!J+be*L6g43;T^WIC_thyjaTTcqp^rhG_XD1g&JC}>> zrw4Qm)) zhmu=S|1kcf!Z$3Q?6w<78DkpzhV3raG@!rFOu!0DzmO#&)hJaFrl9!GHp9xUDYn5w z-w%YzTFugD_{c&yXB!_FGL@m?`&Y3|k=#PfO7La$KjwA~0PI_@N{kuJlCHJLq2VP!i$Kd#(T59Cwo+|nj8 z36g&*!|#}d)jA>zV}tpcGhW6ij#R%`Oy;$Rs-D&4CbbWIcYha=e3<6y)R3&w&LY5_ z%-@aweRy(KVQx)PzKG@HgJiRAmL6tB9qN?uM)%pD{9-em|N4rJimk*I5&im@#l=QV zR^sxAegn*~VxvAQaXG=bwr4-yca+0IqCH5xNnRuZ-yUc<+uY||`84|~CYaL23s*p_ zN$3N~=R_|X4s=1dU6_)%93rRp*%SGWq;xcTJ8zU(|yPi&QQ7 z`m7jDrou!OMd?#f)SLvMFJn-&{uN3PgrbMUYRO*p1!xj>#1y2!PoK1mS>z~KA;x?>~T_nnLKeaoz;d~pusi`Asl&4e`!&9roqR5-jJ*`LNu=9?Y zIaei6*Q#rx0=I|7TW}wi;E7R2K5Sm5xz$*MAiQRQ=sdG4pR`jiF3>3JPyD2iLnKei z^y%-3JX5|OWxd`YHj0&=Glr<4^*;@%gF2|c25<*!)&KR zvOP$Cl73Ed!mCE(+2$(cp`5rDd~e{t6e45bPqn;MoriY^{DyxE{Du$ABA`EI)0AW{ z%S-hjStkAUh0VecT_4Um%tK9YG|&e8STHDd5LalA^~9Otol=CrORa~8Gp&bThAHLD zg5{bCI-D!qwq|qf-}oT4_G53=BRqk@39(Au2*2uiW<@rtXKz=X44|M%t=cPsFKnx( z=n8PF*N&(i!*Oio)5h!27`M47dGlWz$@XC;7sJwL)s!c!TO*D0M77~s&i~S-YuVGw zXpLkCF|~?em$SeRBN7@iwL~@xOLQi|C`5;34JV?~Z)DqY%?9q3|t+c@6BJHsdoN_?i zjCQug1-%!~0ODQtB;Y^!jE>4Eje=(zP{MqC-~h8ulPK#g%kP+_}vb#_yX^$6Z$;(-7&BDBCmxr`X2b*HLv&*@2WHUE%@C- zKJnkY7B1+|oZda<6JO?CbwMY0B8VcRcFoe8e-ML|Ud6PXXQ1T!y2^{!hDO^GHH4$h zUhSP0GqO5|t>*hqN`tqR2$Nz)aUUCeVb&_JWb&|%qB@+NWcpSLq@j!Q-z*F~V1v;a=F!J?B zRwWL)1hnzT_V}*Jx=E2m_cwpk13;#9Ck!If*U_mTd(2i#M00p---X>n6)A+U}?~K*pWSx2|d0q8W!v!^;F=!mx4bHBdYz%}+P(R~w*s z(U)VFx~9+3e!AVh{_S?_VtN|t{R$BD+}tF-YEY)FQ4_`i6i!qt6p~V%MTk!1O$(Ij zXGc4DS%1b+s!z&YSW1`)KP^&DX2ne}_V|`IXR9stPxTd=TI^|t`6(o}TR+b;8S6XT+kWPyOFN=8 z%ZkS}ZxqGx&PCoI`=NIcd|9Vfi!!ZqT3rUPp)N* zBgEjU=F78}-Y2m>RcC?!zXS;G14{RScX+_x>uAgNn1#D~v6|XrW?@9ofazXy^1&fn z0cJy? zV<2itqhlaqNk8pCCiLn+|Ly5W)j5}yb#ofyJ4lyO28gwLN{%%5UbK=|&B50ji+XAY}7WbR-QU#MkyMWeqXfpybe4#AO)+*h~8 z(?J%EyzCHpOT2g9K~8<%YgmIkU?>6;#lAouT2kl$Km)*Dq^B;G>jaefIzt4<(pnXL zj-UnY>sRRLWa5&-_dbm(XwR@d3MTDtAS2oOG4UUK92lRI9Y>LXD$S3FahX|W165Tp0qWLL-}<}ANpGs2S{UWcwwLl2|UVzwB?eby8C5D8t$84~E3lq|{Jv;O1^jJ9c()cc+~xo8g!F z)Ps4_&9k&ZoabTBx<0Zg`AyspXEbN&AZ#DHV}q|kAC|r^MBNbWsm!*hc^7tLv=f|a z|5Iy9i`}_9J9Ka#jv*XnDDewkeFPq^RT(J*8s`Isfu6Siop6V}+SCk+1G?dH1_Xv< zB!EGgk2&Sca{I``+bkOsyH(BOk7+#{9GqqT($avhD)tKq~Fy0|_d7;p+NBJlKuqAbcU#U`sf zZ38VnUON{YYP>$ju%+$f2#|q$BI}nz)+({&Gj-#1ygvY0^iFZ+Gd}C?2?5%Zy{^*`zNuWxwjM8a^qzIxE5Q;I{f}Ew+9pf zi{%!wF2ALhJque?HwTydz{oN0A!k0nvu=Z+j&aDvl9ku^N0LqT<<_XSfF5!RnL1;` zGi01;*XN%>V|B*!=g2s-t{1<&)T@Xu?!1ch*qv_oW$TUK+KO%J)xK_$Z!n&}LB?5j zwO+N54f(lVIP-luTRC5HdcE6!*R$|`8k=T+lV!J`;_HImG&bY@CiiZ?$kzqiX>88@ zP2t^sqpu4-(=i<(9Y<(!w33bc zxsti?6`rl|{&tey?FWBdh@8g8+uu~$?GOBFq_i9U>D;~YY(?@nTjiOgPeDTn`%z%BZG4BM>qkC@}us>?bBd8(1 zK=*!Q$nNyyK&91q9&bL!rK^>`RcP6-pzto+wX2n}RcO`ERoBIP;A{o@`ydwhoZl8m zW@5-bcD$=0_Qv$KFl29P%G0bNp274kGGy;-%5$$F=6meDYREp>l$TUPoc7q8&WPO! z_dvGY*pO;I&ZDbUtd(rrkEZM{+q3J}gx7ctvF;P^A|v*L7YDK(#)h=>ab8`mGOc9$ zey(vYe2B9Z%4Mgf-F}(x3$`;cSz#Th1g!f6{QCrk`vhfF0!`WeiV=Ga!NEX>@%)?l zIPb1jwN|o2zkXwZz2O-gH0$5h`Jx^*+G}l~7Q&Z*I(fKzuL&_&Mg|e7h2S!{w=TsL*RwixXy> zx9-$yIkqi!756^T)FT@sjUe-juY6hE{pozFQNZefVjlh$YiWUR@w=wmyYRY*Isiz8 z0x*pNqLwa#E}eU*0az*urfbA@Je7-#4~vY=@FTm;b}(sexn4vtpu5`PM;?v8eo-`D z{32f3xwLAhTxm)!)w5|o;oFu&{er8j%t`U&<6g0Ut2?pqVjFGh&VobQ=)%2Vi%nJ@h9)0e@2f2JI5KKHLV4Kdhj&qzsL1(_!$h zZsD5iT2;MTJSzLUGs0vL<1`Au!6>O4OY+5o7QDu3!?u3=(G=h~;y;L~u8EG5SdcW) zQQ5SCH%EyMuzcUn4k545HqjB#gmhQAmFvXR7#`_+XiHZR<274ZbXLBBWdG7u)e$I! zQW&3eKuPtZz7DS8i zi99zdpebTe7LK{m=n@dq!|3N#u2>`jEVfib%#P`7-^=>fmq}TxU-(m)9rbR(>5NTb z&EK4=+-~Rg_1142p*P1y&B!#|>5)X-X=4)=73OpE;S9R6im5p5cufceB)e=Z_HIoE z;=VitQ{Sz5U+t+|Jf^`;>$V8A5$LTBs&b1o*saN4nQnlMR)Gd`v*tz$ z={w?v3+X%K9y=Gre5=>`X;e3r32R=`soWgkZ?qk9E^4sFasfad1yL^OpeD^%PSi18 zPy28z$5jeiKd>MeU-2=;q>`h68U?RW@D>FuDBwT=HwySsAdCWW0H9G$TKHhP1@Y(m zgr#IZ3UVHLq6;)>mOD{Lcs-rQS^K53+zxzyFq-mxmJ$lz!*sJP%fA;x@5SCI@z%X~ z@m}145{KN2|DeRwi>RFk?!~?+@mpuq&KvjQPLw$RUVM7L^SyZbUhIz&+un;0?!{dw z@z;Ct<^9e}sGT?N#ew&q*_k@Z>*+b_iY#}3;6^b1=KCxs6n=||Z&#MTWXizmoTdWI zsn8JiPTo~Knpf|(L@?g+eO4C23JIRMy~xus$~BpmB-J5lzuDe%fiN<;ezUG z>6dPQ!&DGUu=bo9mBiGHAC85>J*6P{Aez$;m?LF_S z!9h3uo6+>6`poH|B*y@j(&i=D!KI#}Ll57|QGN1sQ0?fd1%36MHa=KeM$)za$kXnA z@lsyW;^fG)i@vIEb=OVtCMO`a7W?0xw;)${%}wJH)>CUYGJA$JGu;rR+7Vbv0qp$O zzxbbh-k+XMDwFz0n?ZweX;ZuxLgwvN&23AZlU608ckz{rEzrq}UI<%f+fw3;l?34G zXM@=tczbw(l-zq(n_(K6Hx$E0MDY2;-vD>y5PsreaPe}E(5xXH#rgWuDjrz1(#UqClG5aZOr`NO@l2L6qpH_)^aV27zL zme@8iyI+~Oz1S6H3tgZ65DQr|c?pV-&YC*@U0unZ_H?QFA%b~rtAnvi%Fx|3?H<2g z)C^yDz7WdjVR_xTw0&oFwsgn;)k2S28fU)Z!+2HPHdud9Gy}!RE+A483iQvZtcu_}Bt$pP_zfdR5tChQ>js)2?zZS}IgE0v0s4Y>9d#L2S|%Wqw#=pRQTI z&8hX!^ONngw07wRiP&7r?zKppOWmcuckByNe9b%Q9Mv~4zqA6Cx+9_z*?g`$MpffU zXun>bEoi6`+%&D;ky6BT-XIcwO`qseZi0^$aZT?eG|BFIvnC~KS&Q5^_J7gG9yKbl zmDaaW?DO9QtM7vkK`m}yR;v&7VqbsEFMx2mDj9aFIT!ww?27V(27$5rvM$|e7W?wD zR{E*Dg2C8Lsz)68fzc6Y`t_7MHChy0cqh)IMon)d9W$sp)Dg% zrKejmto+~^vWQj=9PhV(cndbPgraD`TzvwQ1$M&GR+m_ufdzf_yU zzU$P3xBt`X?K9_yY;iMq=a_gcr!66~pXHOP&80S!c!%6~YLq~^WuB!hxRV?E=b2}1 z$bB9p9I%E;ENcUeR;6^uS7cm5m1b3jReP_<+^U_lZbq)pFDnDB4P={tIx3E(26fab z&AI4*UMK3bVkfP?k$;_vj4eMlP$v_09ZiO8xw6K~}XuKEQ|pL(U8*cO|82iP&aLr8Wt}l;#u<2P;#HM67i` zjziZTEwh4*ELI6Lp@h#lt8JR;E~=^r>XAT#WfQB8vMe%GkIJ}6I7=ipsJckl z>_7=b$*H?L>o0AoRrd4Rdrs*5Sfys8o|)fP=j10;kLRBwta2j{JU4aQ$eKl zuSo0k2c4iO7WBCzJ>2+5C8*u05s_WfY1RT zQ+?m!>Y+XWZou*?UK;=f4FIfxKwDbXdHuYi&W+vy86=S9B2p~Y@84c4%Z$vyJ$ym2 zNEA>8Jv#e4Co(%4zcv}rNF%^wV!Lth%}tqnGTUJ#f5VV~QGl#M(-o>-_S>;grE5+y z$F1>$;FR@^NA&2%_GD()gu%{m$)6&#&Q)jHdMXAU$AIX?+v^?ErHRyVRlI>tJ{Zks z$3T9)H~0pJT@B1q|HQ9)N}MIoe`FnsO9}oke#IiE7iWq+M_%vVSB1AnlSQWzZ%e_4 zV?y%q6GHGK-S*g(cBFB8g}+sC+QGJQ^>#^CwC-oW?c9}=hx+YdUGQl|U5?HX`SB8O zpo%_KSmVTT^gnO!{~J*?PPxWYRM*HJmecQ31;IinU!egmOuU}%vnZ{GP4vMdfH`QpG6$q7I!X>-++yNf= z1woYOqojD1Sg=a;xpqXhhljc2M~zcYp+_Z$iqkZ21AG4IMdT9}2movE*Xg6+@;Sp# zMl?=RGOaij&39KhkI5t$gC2FCo!;I>Z)6mT^s#68INb#$peqVBv3IwvujncZ+XVIe z{ZR5xC}^?|eeptwRu7?g8=AgZyY-+MBcnTy^&4EpN1=N^tZWUbl28Aje*1=T%DwR4 zmHbdk4nN}+l;92hlGjS{8tf2sxpH2>WtNrGop-dXNv`z;Ij#v*$Lq?Y zWkx*}S53QoHkeeUBY=v`oj%yQr8GdX@OD7wNf8mxWK)yGIfGetfZ8E?HW%q9>bt%xalTU@wXOO}Nm^ zQ#*Qp;Jx*2K>;N>*grPU?hL=~lzmgyPE@W}s%OII%&l%?a^pAcFekGUGS9MeuLs#J z!v%EWkz7tQ{A}gD?(<(<%LX`e>F#XX1%H`N6V^WGPUl&NpyOC8qwV^H@cetsKHyx! zO<#phVXcg}D;@#T91#3vHci;@+#{W*>yysY{O60owQHZru0X%9sjoyd;W%k()t%(Pa{H5_ zo{kDLn`Z4o6{9;vLR>jVs<^Ok1@^PeC9)HW9htS{$>@U4+U=L zipd||SzktIpJf?=fqBD;hGW!_3Olgetgfejkn7}lH0`e7N*`2hqkOgNbNjN_r_ska ziXQDxJAT8N@|)DYzKJM$&La?p8F2H=k4Xtk7zA?Q7D@K{2|P_y9C+t+O1 z6zKp@fGThI6FSp%rLTaCi8VXpPR*lR5{;FPc#rJ?fX6W|%C>X%H^1jAZ3QYJ0N5VP zr$XcaX#=fXEDNvX9JdEt>g#2|S@4*8D?Q-F2ea@PGjm1u0YU>`31^$?->U=$?KETO z57|ofFZ#58f;gw>6qGy-A}dOh(s#HbD^4f0uv^OIlJwW1MeUPJtrSzGIz#)We*0h2 zR+Vav0)%R~sd7Oce%0CfT7IkvjDlUMoA^1#u#b@{wd?BAyp`G>LVrCfSuaX7!C78` zr$6N8Dxrfpq?=svUH1NlldYq!wwYy5ytP{Nty+r^Q&0OSrfPKF9+-9@#L~*Hr~YE~ z?gZtmn0i*-t;RJ~u{sx9fincJ%1jSTyTKFl-@=dsZ68TmM%@SVpv`ye2;8WG)9QWK z{qV5nFHXK3Q}Qjs89T+uPwgK;Ey|vcC!FYP72d4CCv~ORth{T$4MN49`)~M6FKX`A zFq1c$*K4_JS(CVH!30?|(5O)dq~$_>qw==QkL1dYW}0`EnKPf1%I%HGxbiCNb0cQJ+@SK$KSNMPU#wexHl)O8cTM_c zss)kU?bfJpEDO?$X) z4wdfH1DyC_LPN?4ucvH3?SwEcjDt9)mZUT*dsG0+D%A=mR<8I9MdpP1zfmp$Cir&% zFOSk=Y)wmi1?k8+FJGuuMrtKR@VQ*n$Ei9_JrL+i&2eNuEOoN#@VEA6MuNFVotzO2 zyXU3g;Y%vxR>26-&ezSNC;VL#F21>oqmGAo)#KGNyCyn(NElfUa<1lg-Q2z`aFLvv zlp)ACsGWDmIPdzcK(|>N03d!2fT~#l_$P3{S1a=X&;q_IF2Hy7eG&jT5NIpe{{)?fdr27_7Q~v zc>kN*2UT~>-$M?HMWO)GX*qvqQ)}KLSgUzgJ+P}4tSNHAq~maqf35HScxon7@n}jg z7Xfh=RIIp^O zEdIO(%b4=VH=bn}xl4B08VLkZX z0>4vfg5BqreB8b=_9}l&qk-2MXzx@_tfy@RpWIcjyklkcOxE#hfy2!)*JL|RvIfMY zU{t@zSiQxao92Paez!MkvXC4#GFC51$EInl>T!)X#hC1U!9VA9zi=KqKk2Hz)eT+h%4red-0IwqlGp^RJ`;5IHwU}~AID%=p^=N{eHym@=8;==>zE~FDWu7{ zI_>$VO>h&mOx*yk9HSS0`d78_qgkCi4+K^H8}d(@-e9AMhRuIi{sb}!CucF&QF;;} z1wGAgae5H-i)0N^-7OWe?ssTv0(K_JgV--O-u3e<`cAn>9NNT?e_yviw}y<`;Ncceg=nz=nGLX zHU;7sUJX6ojR4$xhoB%e(&j<&-DmONqACJ#`o>^1YC^cI@$4HeKkyT{MZCVrlZJx?JMNXdd?gPw#O*?7)%DGzbQY&GoKV^Jq%AVs@ zn;{M+-3&xRwXw(Xr0weRfJ}PReU#KAXu~OFY_ox9>vjYO%_ygtE*}G|LWVIG;j#2^ z&Z42-vFO{C%YlI(KW3Li7WP<#+mcj{#j&fRlxUyr4;yrxEk>lRYv`g^%4*BmkG6R# zeF09}9~94UA~|~N8g4`Tn25m^yGM3{<%1?+w zeF>OUD|yZK*vi2rV^3Ro#YOELGmS9=gZ{g~mKIG6biUGZJhfbd$ZBY#UeWsaaJ>QY zO02iakNA!e5=smPX&)7`b|@G(^+Psf3{+lr*}|%6iNR5oZtAHw+8Hs>*h=^DRFF0c z!d!cxkku#echa8&CdYB9P9}q}D8I{i$D zhDvT31Fxx4+ZbKfXlQn&%6O{5IwJyKJH8NlN(Frtpm-_!vV4oCu~NOMzw%hx;Du$k zfmR0A>WkX%1mJInOeTjO%t&SA8)(S>%p0g9sB?qI(HZ$3iHB6mieVkvu8jaAbr7ku zUI-<}42By;6MKW}qbMr6yUV@=G%?BfbQik57%X~t5}z6dNTNyGGn;-s>%K}|Ea zOkw4Kwp-_}Z2dP5qPc?2T+;!i)sj->-hi;2KW$7!W3Qva$%qiJj4hFuwVLf!@hhl5^CVAAav0lC+wnD-N;eBW6T1rc+-uh#sCw+izw-7t zv{z%yXIbQ7>cNeZ!KGbcRr9NKzQwE6Oi~u51{aKrkvaU^0IQssS7V-!5|0)4!=*8m zIK2A$dfTL{=r1Nm{Eml*B(*-=(uBCM|1r%C%p$i7w6(|bXL>#aTu>!-nKw>DlEqOq zl8{=@n4l`cqwfrJbAQCKd!DrqR=tnIe5pvfke1xL{jm2{rzEL*OZ)Wc6bn1C1inQi zjlh6L|LCvCY0l1%q;VUt@u$EW=Ss()K~b-eQE5KvJ9Ljp67&f930|EAxwlAXafn}Y z3~{n#AVYc{SXShSt@`{(Fb~hh;t!eKqu;xKf@_VhVT5GD9v8chz#31e6c5wQc4oL- z%?Px3ayrkxiEFvoW94!Nj~1|8Y};{Ji+(iCFQ$vohj`XNkya?jae)oU`9%$HC33J< zAA*F}>OTjdoT}CChR6>4GPW8kZlmTFM*!16ZYIb(ZuXLX;{FK(n?gnM+=Lz%01`#r zmu-VV)2*hfvd?u4{^;@! zc@J4~A$eT1f!Uv)M)ceP`eLY|L|Cg+sUHVuHL_X&?!i}!HuR}e9I>qofyxuXWg^3> z*u(FV{IyF&2364@6I@E(eSE$MKrIOFi$r==K|sTIJeoiY`-gNjW*1AAffhOi7-{Ao z?^z{>n@I9!N3v_lWc`w`?QUxwL=k`P#ovh0Z8Li=1sSZPuQrPX*^kz9$PP0BZ^ur&h_UC`Nc-EtKWLL@YUΗ#)`9-r3t6 zxKCBqhQ5GLs~ubSvqQ2c8nE>j*DvL}i!-&u7|X&7Rz?ls8a^{+Nl_}^2zjS}6}4}* zTA~lVy%GF93x@lN`kzN{rI>_^&7(M^ip|3~-hl8H1f61WN#tFaZc$e}2qf+x1A)W? zWFU}uf(!%_FOY#i;yq*Ys6ND7ccY8M2Y`4GNPI!&JF`nsf7fqDA>M67rI$=+1q2ib z7^(n}sCwUZB@WcJ=!yq{Bxq)rygnodj2S#*1JGbFQpgNuZZOjr->YO+5IDvRE2o%w z#`vU@pMxL-f*1&rAjpi-J)o7zOUA1*10f{uOt*t8H&658TYDb%{i=`;x`mx2(NwWL z43vnTPs~&xP(zF}nH|UO_yaq(Nk-Hxy#;o-Ym+5VgyJ(mTFN;?#$w6qvEry^+PU5r zgcVG2#*Pg!!|<3P1?~2&1z}IWDF~G?GQ#j#A!|SF84JT)r#Qci#S+wqCQ*5}3vfV~ ze%j|2hUrgn{uqnBS09=}#rMAUj=J>YJ#rIhSMYq0;zx0l^i--5W5L{#Z?d-P>e3{8 zPX!=n5q9=axxo3m#bI}+l$@b*{_`@$VQZ60FzDWc*~76rDmdFEjK^-I*;FV)!HW{c zT{qGkDrZAMyi&$hH};ocfH0_>=ls35;0f}8rdksX)0nA^FJT3faE9^Nle(k=s(8cN zJPqlQUCm@LEYEoCXwJ(7L1cxVP#NQ(8@?5! z0BO$%#~u-h&?R_Np{HHO*y)CE3n}yvgzZgm zc8$l*)rBIdob_rYwWOiDh93aAGj$Z+LWR5cC)k((7k2&rD>k<1t)w<) z2(3SBd0^WoiANIw?>p%UZI-^S5=B4)0DC)?9AGygUIP4mISUa)-1@5E@lp`ycIzRj5QC!Fq0cS5j(#VQXMv@$x;Y0tEn^5 zm9{8jFNQeI64=3(8gpcT9Hqr(;5Fp{Y`vbAFrR%@%|AFB)Lk?#d?@Zot3@6sd zY^4oyB*1lN{R!cj%O#$?;}ou@kJ&*R_;830p>7mkSp-_;8L6fdOj2v{L@4Z z#V+q)xPht$pzZ{rsXj*hYZa#dQ1kmhaVbXF4AIn5Cpj6 zE<=bHaw8@KJi_@5F;{6ZJPBgman~WL3yhy913beW4S}@qw;*e^b+I5#{_uRQ7TPF> zxlJ48MexNPcNg+?A@}R#9q;fVL(F~JAa8;n?zjh#!v)5c$vZyb#75xpDDZe5Bg|vk zd%gri?zpEA)y3SY$pGJQM|AribbK_u1nE~J%qv<9;H6>ixHpiYMaDmq0si5K==M7T zKs&K97!?DgJZO3sq^f9&4N^xm#RX|Bn%)EHS7S_kI*ecf9uHgsfuSWvp{ao2@Izxv zB07u^0!a_t2Li;)jB--}A>lmlF-hq#LJ3qoa32b&E;DLR1%!q>zQ?4X!w4fV_Q0hS zh+Ss1nhFRD|N0)2nhqnJz|jMjR$yqE(PJtgJpAxICOsWS1VMlYE~5bP3S-1nKtwo? z3FZ?zj7Wl54_sye)fL9iQvs3TjwYBabQn2Vwholu5gNH*FJN|P3_E`%kc<;mz0nkHG_O? zn)^Q>ODhNJ{+4Y;lZ(yI6g}8EG0i3{R>t9J9@*>weZBIoCGE~vbGg+0&O17daBs;? zyG+cN4*0adGwkh<5iW)cXsD9pXpN)|MU0PI=hGZ(y_}j4G8OW!^Kko@_LI^2Njr6V z2O$ewj2F+!l#Iu#9+A0UbZPyt!$_;aiXv*{V|{VbqsH6FclXZ_d$3utRv58pCXW>i zDgYG2p}jHv$Vy*xawgHtuCdAaNvPDfQT9X~W2w$})$`lH7BVMLsiPt-{3yZ38P$gE z@z;p}i3LbaPq=b7b^O0-?O|(5ECNgpBHtX=-%U~!n|Q6OHf$wHALVHgc6=}t-sk{G zH$a%UMV4b5wnC&)d8D6Mfy!It(suisZr2sbs^Lh??$<1YOw^e|WzJo@AC4DxHwOca z^V4yHKHAga3e+FaKdbpOW{xNW+drF3-bMiY?5R3E!Vlm1n$q0a`0;Hwv3;lf_^WXph~fa7PC|=F8qmK)cD+Q zrHdZv3U&DW**P@JM1EgdQS%hXt3z=+`~FVaU2#@_eI`@oB(^PHByP`VeGRK_b5)c0 z-kcxl9dv{#v-;Q_e}Qt7Ix534#4(_vNP2X_8G=h^_jdiESMT9E>xJ2bpO8L^U|fPu zX6vnH=p(POp0^~$wG1W#LmSo!+KsOssDG%@OQN}ykWn5SA9X3j%notcfkl4#V%76uUQsQDxppf560rxc9#LYd-7+q zI(~d*xPLJ@y%Eu0WzOeKbhp6msgL-zD5B^Oc)*(@@PMcl@PP536r>K#e&<(5K>qEM ztIg`Yk(HhP#hRo>nZDGml|dfU-M4>${8x4XM^ZcR3DwKODm(p(HF1q%u9Z27o9NCn zb?JS?cSI3lf4utKq4Ni)5eH*ci@Qe)CGVOi^BdJa_*Hg#6;E6n#+)c~UNq8eX6hb! zi}#5lmd?Er-Jy*Krwj*U&WpRe3nk-ClhO@Zx^v~S9+lNUbchZOt)0HpEjEsr&#T&nomf^!;kTWH34rKH0$zgba|C@ zBjjugU!L-sgY8&fc})RRH-^22Ko+$jWewVsdArm_B9rY7^+;gm;>Ar%S+P(WqF0uux%Fhr)+PdlGeR_^SB|C#W#s zou_njZ7p56mFKU2YFu3JV`ox=fBI#`tChV zko?00Y*v9y%PPmoBCII8VT=xo>VlOw3eW5%;$B}xtst?o@aPbsB1nBO-@*FIutOfzkd!m#V zx)c|T93N1PwS>cZ^cz*@eF&e^#8r)8ldQfcz7te-aK&uIQ$6-kOL*%<&xwvr1%l6) zJc+b79?~eJ#bNaMl?v2C(M2h7bv`MLGCK6i!FgbvcW*62kJ5Yqne=ueLr+^X<8A+j zYq}QuWLy824c#Ai!d76?**BFz`6>0AFh32ysf&e>#jlM%M;Xs!D(}~+TFu0YvevPjMT@XfNVbd@dX%w$O8r-J^%v{+~5Gj7h$cISHJ+o$FyVCi7&#FlKC6@ zm><(z2%bYLWOFzFtxH8fLYfO!##jdXQo%-m#bb$r0bQ1k za>Y!9vYAe*h)t$u6`$LLNT`|lPPtoMSI?Nv?$Zo*bxU}Wm(b}TkQ+MWPuEo2_?+=KF0O7eU%nLdx}-z@I0+Inh^aRoQ{cpUrdtgZW_j@tJ1 zJitIg#}np7aJqmUFkRrBZR}Qw>hn{jk~*T#XAYOGC&P(#R{_@U3w!pd{GsP@qrdy6 z=X)%l9Y}w)G7;y`-zS}Fjp~hs zUd5M5JDEG8F*V#%@<+=4&k|tg5dD(*?Pd9WWg;!>;_$NS(Vs~(g5vrmzN0@g0WwE< zp+w{!wRqyFXK7UYCvydm*!)Jb0dg}95?|4T`liO}QE8R^4|HBoqmv=^tGw{6?-s+- zDo214WpvW1ew`j8J*~)OkQLjM3{AN{x#0 zPj{D0q$SPcIzLHn1z~G!Ox~v9S6E)!J@i^(I^9!^*#6rsLVR4}kGKR5o?+c^@4Vsu z3o&@4_ac?TmZK{FeHk(<0_1wkU#XEl^oaNTa0NQM z!^`wLmgz9@E7Ybw`pj`Yf=S#@UuCk_c753X8^>gn_1n+3GFI3Vh&%p=`My58NA>j4 z{e$v~ldSnNZU}yoNpthW2sli(Z4|;Ow5%mUN|MQC)2e5_{tgdM`CW}rMyIGa9-bDg zn&tC6QD58B)}9?YneWs(b$U~KezxR4nKkC{6|FnY7_2T4Gw*K)>Cma=|iWHG6h$;x)fUYvgcxd5JIQnTX%ep2!5 zSD1wMhZy+`Wy5>ZN`D>qzjwnfJ8j-42xYoT3-qoQP*>^EvCPNrqlC7@_EP+Z$OW9v zHxlD%kAG~3+ot-@kqaE%Udq%gV*6Rs&n=1z9|jv`BHYQhx1!1)bc)pGoxXT z7eD^4&h2y07qw$Oncq^TmiHA*8x1pA{J2n^JLjGcv19!+pVX*;s%Q61*>dN1cRx>C z?5_77c|O`sT4{iDhhE8zQs^OcJh?Vhah~~~1uJ>#sDN|n7S@+7Z{Hc@aAxhK(Cigl zc9_zrobC>3gtmCxebZnln_1$>D>?THKd7>O_CH{IOzLgR&n@DFg9uSw}m{Aa$~@S~XMzwfV~oYMc2fMTD9 zy-;_HjC42Oi6=dfA7f@+NGeuPYhYJO`Qo9K%%yWw!C}z0VxUu3&{1FI8u{V;XNOG! z#X;wXZ1a)$nf{A!rLY=n`TZIz`F)G$NoQ}=tsRQ_WmD!nv_5gQ9#zm7#IG6%*U5C& zJG*v&a$nyfp>uG}CCKfhRlJbFzuL+sZu93*g;;h<-TS!y9ES0SWZJEEW`3+oV_|jR1eCs*0rZUvSu)iZ11kG za_LTRH{T>-J?I%=e!GyAsZh``>?;t$b|62%tg&GAg8F5W`}zh6`$11Xv(`dVy2956 zcEJ=gPc3_{VN}JOe$~1G5*gB4@9gp>1vGMlMkCPJ0vba=HW+avUEJ#71&nkir(}RJ zBU|yp=e%c3Kf%3Hv7h-f?1V5GW8ffS9AU`cvwZI}?Ao$qa?hcJ|0dZ$T3Lri`VXQw z%tOas2d0z9QMR76QtA7M6PV(XT=FVLQ%Q?LaX9Vu&Zje5;9)~tTwA_d3>h8VyWr4j zp5INjH;YYF_f&CwIL|Wb6FB{UeZ70}?zkxhQ)i*!cdZe7tv49V&LvCt>(|5yGATj*hC1~I zDR|{0g(ly%X6z@eF-~1emhV5`QTs`GJysaT&rqg7U>U2OLN(BW;DThdx*9-*FtJ2g zy>-;S*BVtS)}7N59cFmmn7`>>P~J=2+izC}h;6ko&2^gEoT2Blh5e-Bm3ff(++FLN z0%~jXz`VbOn?-Tv16Z3n%AQ3mzhM?nMRJ^8gc%9U{PR4DON`eNby7n?Sq9oD&i@WH z%vWrN8o`AAcmcQlWjA6a9*As~{03cAWpt8>#kFmR)NHR>{Ooc1aZuQO6m*bVz60gt ztNzW6_12rqcD?t&I*3;zAqw8ve%|z>nOUvUjp^|zRrV33$*!Ety_!!lYvo_hM4{r# zf|k*6+8DJtKWq!E?B7NMQQgc-)DHKv&yD1>P`tf=2Uu=X@``TZOGja?DLSlz1$tMI`)2V8tU>2!qWken>pu zds8_}CQL63Erf=dG7jjcbjnYU{UF|A_h$OCQ72XvQEj{K$13#RP*0hVg!E47d!%a{ioi0iAsM3L1Oy_HvQyRbAflG zY=~9GqQu&64P? zjDG!He=)&nLp@aCtA=Lc{`J4%&eA<2mzYS#ch)!W=ip?M^c@5x>bo(^VTmQDvX0WF zW0$M7jIW?K!?Uqe!18E2xkz3AHGu+=5(#^1wTv-(1OZ#zcFc5`M%Rg~t@IAh!-i)k2) z9%%Q@^HjNF|8eEQG{RtYT(q%9q2UsaFYQHG__GUWMgHLn1fltLM=x|X%F`Xg9yVdjAMh0iCy{zF% z`iQxzd@hF3I~hahKaR;rHDAzo?CZmCTdf=%X+N%1tZhum z4&L#$3f$SPmOPyYiUCmUjM(STly%ikbFlc=x~AzL`)=Q~++Tiu9j;hQtd7Imzo=iq zw|+O(qz8|$os8#*>*B#EXUiBp&wQK0&Cv+({E(h&{-r{rx;;_lTe>{D*Ub}M?DW0N z@kF7r3da;VoFt^c@EB3@hRREuSSi89M}Fn5_|Hzm|_E>F)oE-83?4RNTpvz!a$kPsT5_0Vk58+K-~eD`o9AoJqK!+ zStYf~i!O1%{C~(u$uzI%AJhqEo}R}S3A#G0@XMdMdRAW~sOqr7E`xLRw7*D@*I|WT zO6TgyeUTuk!wR{?%+(Y6B0*S(6@2+KN00T3#JxJKpv&MKy+>apu@mDVDfJV)`CSHQ>rE9)oFTD%FQv2fx{4)GNGzXA%xt|M z#S*`fSl*XEv-G|cOY9)Aye@;Y^gb6$Y#^~bFQv2eB8nwekXRmxH z>U3$Ep+~&Qy?+)L|AI@D^*v|A@zUhGHX)+lRPQsU#ebc6!#)ZF^9_DFyny`bb?&X| zB{A25f0gmy|7A7)9h`39U2X4GZyYu8T+O4};fa%4HOmuViUA#)nC`jU@^GEy&L`j< znXu}e)YAM{gJiUD&!UZ9c8zBF5|fPJS!wQ9>m{DG01?c-D=Z2_*C+t_ue(ZredFO+!z})w(81ZtxdJokl&7B-mg&rg zgfxn5#S%{h1q-C|Y^D5qed_!fg{`zG34twAg1r z{?23occ{vR*|ThY(HEVQ9}2U^-M+Xkgm&Vr@A5At*qCyDQlI!0eX%y9{b6-&M##D7 zaMs2yL!VPt`Qe4X@H^~$2qAW4knRK}T$c{#3IAdYeM-f5mx9RLRMJH*{Kj<#`A%-X z6pkiLo3;4ybHvy2pE<$gHC{AMLv5NdPY6dWK0Z3h34}Kh)35bWNo`5})%AV#Lhdu< zRW1&Jt%3HI6pkLnBd?*hiO?{*ldo>Axj3m+MPerm?_ke}#jQ+tU&;_&PSr6C2fwc2 zQas5?fa8;iTbb{^d__cJru1z~ibaot%PW?_=H6=}s_DAe;o!SE>d(D~IwwLu(p7(R z3(Utcur=7)k|Nck5c7(qwds*1@|vo^dj499;gZe_gNCP#ERStmIXe1_mk zJYnFSAWNXDu5?>2z=`};lyj2f3&&>@my3oJ(&Oyg7-(-xUFlM2dkr;BgeHT&)#N|RW z~~c=J><$wZ*p#cVB7}c}>>kj0X=OxNJ{z9N_r+;#<1AFSUrg zChC^PgFhj-d`@$W;P}SkR$99+wTbG+>lh}2Ef8GMr#V`1d^2&YcUS%~sgq@Af9VKF zD~lB@Pj@wK?&%QCjHgLX1j7(dV^4Do;5XC4iVX!j1MeqLy*HP=Zka(kM9v1qjuXL# z2(Fw{hH>#{hAZ>j9wt-zVL z&TK!;5rmT>>0FE4_$Gs!s+G6AVkbpH>*&@H%B>Z$UL)i#Vv4qQTOOaMXU2|r5QuN9 zQue!KXI?|e6L>~Me0s%0lfhZl*()HPSxO7JD^ZE8?+4PPRpW>~DcPIAO&baP@f<$V z>XBo9eMw4mUd2nd@PdcVP%Ci3+Yn3mT=-&cOg&5AbzO0D4Uf(}hP&SFUbOhu>npa8 zAl|fo!`ZizSVtpP70xzXJz`HvRQKvTp8vkp{@~MV<{!#ZRXBJR>Yw+df_BMRyvp?>KA~>Qj4CQM+V9-k(>fe4h`oRkW7q0idG+z#9;R zL0|)6SBI@)cyt!JE$+OcC2ZOHmcNoj<=}+^Y0Sa1?$iI@N`y5p^h$)p@0(qe7Qb%! zNS;^{84()B?~<8$4@I1*TX+veo~c`T4@I4+L(ypK9lIqGI!nh?r~FSXPGp68*S=KV zE}5(M=PfUf zgJlLe62%)7^UQ%V@j1`*siXY6s@>(psu6z~?d=rx?U6ytRt5LWAZMac17ICOCON(G zki5HiMo!XiFCi(d3KJhJuk8x;fZtMeyJUIZvA;#Iw&{xM>6FiOLy0V5oNWW1Z*9K1 z7`lEJ|AiPa$aI3cY60sJ=Eo@`<=ufL3V;;%g?Xx^Nz=I4YY_Q!vLWSA1nZEFsX>{s z0SB*Ao%leiZI|qqcPt>IKsgsJ^PuGcw0wegH-c_ev^;^9&(LnP?1+{Z(DEO&y9sp1 zqU8;=e2I3W<*#V@H(I_%yPHAx5L!M%%eQDZT0TU}w`lneJ(zb3I`2a;Z)_hhZwye* zMaw*g|6tR#1riAz5)=Ex9*BhArC+O8mTJYhs8H8Flxo@~d*m}51w(P5Zczr!GGW%K z&0}MJMs)|7;z(Ux^4A%c-jflx(WW7ji^Z=`EbVo?6cf#BYvT2AjLwjC z7fmQiXr;~!$JOQ2QfDQ@%nF=EMAd{dsY}Fk|0w=Het9$q)u-dh>H^OmxHr0a7fb=t zYyoZBPbu7(_0##k$*+qVBh9o~?p~qnvo^KkWf{f(Vo2qfkM1$m_7&Hn7WBn_M-|O? zFGYY%%J&!F=mJakjLM$Zq6<63`wF2B3@(VS?lt6sqYTYhgyHAM1%-R?1y{!Pf3NL_0Z_9oZmfm-$I!`xU!QwA2Eih=&(*DQINd!^4*2hzEx7iJYCNf{` zbZzHwG41%SW9Eh0*;>$1;qUH;tF^!Wd2=+oODS$c*w`>hg!SPvnDU^T`P)Q0n}W$} zALlpa5GS>rF6%ayt}hTL=Oh~8w?)xCseF_bi{#ka(fLp*%O6k!n)}L}(ZQ`HNlrui z*-(a>+e=+)oF{KTtQs>}?8}(B#O~lc;k6NbS!?MaYt`27w4j-vELUgsSqRE!C~Y)Rn5gBa!8rJS)9LoTC(Q@Z5mbM4@;hr8IFHoDf3m{&mR_p zf84SDtM%o@cCs^v;-eJNJ2vaZS3UG+Hvvz*A0_vy2&S0ERPp+0^GVFB-nKZ*Jo@>u z6WM!ru|ACVEAW`XcjJY*=^V_v^|SHK^{p*Le153WVt^JIDV7;~Q@ptr=iPcN(v>yl zL|LP#sX}Cyy|aC1GG)0WTjhrSGBh%aUTnQq@%ZoW8^Qjq6}F@3fo^<;grh`{3*%qe zqEk+4*GV5eqBcLdWsnVW?h3JGc~8)vhemQOWJt~-KBeyu}+}%5OR-Ymc8nHsA0XeO@zvf^d-#eT;Cq5&__^$m1u21bY!=gS2}w7i}{B zc@xhrNhv+;O**d_pO^BKd*Qdi!nACgj9#vGc8OcHorqp?CKPUuBnGf#+AgvlPMq=QUOa6&E3_U-T#@h+k{7$7B&K)WEW~Tfrmn@B2_C^Iz)2!vCAvpX zOgAQ;1B}kSgsGl}?Bs0W4NLWtrg1|CWt&rM3H)Lyo;F1*hev+6B|2(r*Xs8iZTCF% zzR5sc1%CkcKWUcuA(x*CRIYFxV8m>NVM>$^f9Mx|$(wwrS9~cQej3IT1<=p+|6&k- zdZ6klCELJV+5Ph0LB7A?Df?=_O%;zUS7mq5#!rwD`Wg-SYytnwokId{T9TfG_V~b-?aTVwWhw#u|1~X1t=Jz$@H;jI zp|%wS63{D-hB+h@WWtCFWOf>DMTX_4z|em*uol(qh0?7^75jGaP51r`&GX})E>_?- zzC+KeG}3ER|>kh$Uzhh_ zDkW$L7x@k`4Bz%dY%Pdc=lSy|amPh=53E+vXWdkLxB0rB5yY#{XbfD$_dZn_;z&`- zO1bIU`>qiCs2Bal zF(pd#t-<2mOdfFlXT8S(8Q{EJt1pQZ(&5U{Pv@Xe^?bU4@hqktv)_4^)+)LFwO4iZMpWW}OE_55Hy#eRbwc*V5o$dtD-thz+_vA7b_Z11$B?mBpz!O&- zSeWpW(?|%3U#l$M=xn(F|GT|R| z8{8v6jwSqEQ%?``2^oq_tuYf%vbL#SD_;udYk6+wV;wMY^7LytzBYlF_1$u8<;ypk zn9Yxgt8_D+F3mR2>*Az=0SoDd`^8}=;s5qc-k_!*Zg^C$Yh5MK&(|-2KrdHl`b0*z zKXX_O3?C$o&c^j@&&jP1w^`ncnGjcZuii_o%6~VgLCfh?w6%0PJzpd=5})Sa&8zb1 zh%O<`;R>P-e3^4V7SDRYZ}tC7_y%fksz&Dgbbeh_QzWMm6`KHy6+8=p_v%c_ExKPc z0m~M+lh;3w13w6?n>GLa%e)YIqYIXj>DkK6w8onmO3O{!B#<1O^I&ML*1EOj0OJN$ z4uY^KU`IocNY;c_{AxBRo#p2q-%l;xna}bpUGO1X+nWMvTR<&pVLuEY_8uUyEO4)1 zjftcSyLtlx)pzUxnHb{<4+ZQnJIdrX7Okj3 zHB5?3?n0FcIwNSd{)-ob2S%uy)AlS#`T`R5V1!D@_r*(HOv^D@Ih!ThD_rZ3vbyi{ zCV-_-g9&dH*4FZbp}!O7tPCmvl;8iYSCm&Hc&ji1{BeWGI=Alilv-x8XI=7C$vB)O(kER~( z7mRvCzCFLD_RoTyTH7vfrbE3hb7zOrq@5)^>lnS&E8j5HhHj3>5|nLrOz}C0XT}-6m````RrqcCMAFEKe(jo z`XT;b&B`5>fr+!s*MM2{VG9tsm}E+FU|-`dwOpM+n=$5_T6IQShF#dRP=bPa<&Lj` z4YMUQ0~o|Z)IlQB`tHD$J$f#w{vISFm9I{LbIz{oTkL7yBNdGKxY{mR)=xcU1P zy`2W@m6OjNCGoVoyS!zm2uvjlL<@}J2zD=pfN6p2pYMU~v&?2-N?85aBn~NGrzKbR z$%Lro8Vp`qVn)`gAKEe;!|r7h6f7wJQyn-r%NBx8X&Af8p_pez@^YU{j=HNk^QAQ= z-Vb#iI|fX5ykY{gC9Z!Ef%oU0m zGJ=9dJWQi_Heko3sLrlvI@L?Zl13e>-VS|aRl{L0wIEUSXgK4xP0{dp! z8qhgUVWaF*h-W1i_DRgByXp{tt4q$i)g0*?B)*7JC+2#adVWL=b*zxwo zv9po{Yx!FOu`cx?^VqsQ(EUqE6&<(+eHYRI!vVN(6t?UbHeq;8z=gxLTpK9gCHs$k z4jJlg5cQW(AF^faC`NkoAK>*wEC|L}!FIM!F`fhd>JOr+yO82RPT0ETNr zn>|1?u>;t5E9mSRKyw6O_P%=r_8qW6Akfk6fLT1~|8K4j0nI6r=*T_j$iQxbwF*K& zWEkES*msPL;HUb6PU93bx1h~4Xfv>zV6B1&+I)yMH-Y9ZwD|%Zc@fNc2W6qRsxG`48HBhY(Do1vKLdfmhN$IAG38K;*|*gavb4CQHEo zJCAV)ndZ2HmL!|@AL9`g%yI!!t!?$HN(O2mY0!Z~mxr#p&o-(HpdK3sn`HQ*mo#B< z*zA~}WOfBmM9BJ>hwHdwPfF`|v?3s~(NxRAD-#h3PnxKl-v4nZEn*yT)YF!~aTrKp zM%=oaCYl$S*D{aOiToHDq5CxEJ(Is|ZB6w0*$cQwftf>hrD^Orm*^B4sw{ zzDJ!ro=xWy?R%P{S)*!MGtK@3|z8#y6Lpy)RzAC%9 z(!!Ij*Efu%f;WzYYR1R``xFF?%rhWx4*NK2jR<-`_G1{=yRx|nCWN2DlSXu0)+Ebny;%@7 z=z{b16n5Zuao-kBq3bT{lj~OdQ?R(j%9_Gy{yP4Kn?2>6IAR`H+=G%B#X!^tJLkgO zRsA?9NK2Xo)a*JLz(PDd&l^ED%ZsZRG)^bWc^}S1JUz~fYh|$SWK5nhJ7W0pxn>RQ zFqxx&Kx(L707vKc{1qt^_qPIz{EoloaqfQSB{ChX3O!lZk4zdw#44}Fca203b-vD= zewT!34TRe{37$36tM-?i=5YR2C2VV0;_&Dqcjv^B5~%F#dZlEN_#ut=G4cy#X6CU` za?wHMz`On}{|e~qzbrxG+x}cO3AZYJv2QG04AM_*H)xhW@;kpzKk0M+5~&fsWkFkYvhtFVk!jeiJV!C3VCVZJ&tZb?+yZUxY}rHXb{@z-}gWe(`IO z#m2C@U;8-E&X#OezCfMB&i0`KwRguzGDU!(^mzDEqvJEql;j?rfgBj_#k+5p)6pHuGd0?K1$OBG+2DYU z)ciDIv8y-OD^MCvQpzK2AHk%HcvoaYLzw32>(O+oljhO(F12F$dg-?=iyf-MZKP-v zp*-VSAN?jhulI9e37^4gzO^f5g1~zFGMy@dUz-XzE8q;pSIg{CS~= zzq>5<#qHFQZmi1d(O{3Oc(f(FJpAn!ppjLhX!kwYv(ZzYdx$EL@yWIwjf2nJVkSJm z&HIC3;SKzlM}53T9v;S@J|7>p(D2eb^Tqs&Z3+w${#O2t+B2?jRItQJL;8Qm?4M(v z25!XT_ayn5>E()6FgwV67_?O}PVUKfg$ogQ%8tbTQ^bfExl^LyWu!!_qu?Jq`nTL) z;@7tSL^J)$iNx+=jN|3v!>2E_{|uV8wEd+!&?>k*A#lY=V6ouPepDJ@;c0^XyqAeW}_ z!=EHU{c+m{v?GB%vv<>JTEN(V3wk%yn_dfl=DXEB%Soain-iPS?`RRCBMy8KuGk&@$ET-i7 zFFF^Sz8&7e2Ib-fSH)3Vb#{lp~e-0tasdxSxUMv!;DuX<%*ROv#@b zEzwn=Ei)cyGeUYSXC0)NJsR`d2kyxC$b3C2i?&AXb4b3o44&7E-iHo~y~{r9QwL@j zpoxop22eWzYOk_kKNVc-mw}lD1cP$k;Jv+eJun}lmYU_2_kWPU0Z|NTSqr4VeP4+e zzlvwZ)$?Z2B_Z$(cItPrXWK6bIe^_3ZOjiWrqSg;T!=o|pxCE5aZ)W^pp60U>__8E z-DS6mcIF>M5gE;!ove?(R|W3hVK_{DWA&IMg>{%D!V;SG^oWM)oG#T$;I4mbd_i^~ z=4kJ$cSmLq#WO^sTu08)ezkL}n3C z+yljwkE6S6S8U?6ZKy3Wwxf{Z;s%NOYp z(4`$$t(o4Dl$cgo-udEJrKE*3)9n|fC5uR~YZ4h!I#X{EDNVN}ooKbFstVk? z=}Zs8^mL|&U`9H>t?DZ|YO80oYO-c(7ou<9$rO~?5}9aC3w$fHP3LNYqROV!Yp~y_ z079{CI>43o*k+%eCEAgC_tZp+o6ojqRoR*RtGO}R2RTZ)o(D_Zm)c{UeF{soQ^&qt z)%unTgp>v%VkWx8g;9h2mB`xO<>Qf?G?W6nBSWr9jZ&ZpGb$QzS?z?sg}XzPbIx6N z-F5$%56?XNnY|}jWKAaXo!LlPk$Vco71Zf=s1nGfA+Q|7lf>g=(WY*;8H+<|m4C_X!(fZ{h5xbzyOg(a|yH+-fO| z(w#EZ4}L}4A5yMHMzfi{iLrnRKk>t;33z;ppc4U36bfv@#Y=Z7t%BLsEF)l&T28!) z)shKdTe`WjPU!^h*&ZHg3Q!k^@8`*(QAp3F!-lnpxzBXWlqDF8uXu2l;Ja>W6_rL6 zzn#cyV2)&n>hvsh_ea@DMQmc(352Gm)M=T~2uIJcY_hZX4`jg#`%_CvV6oc~O%tK~ z*2v#4YQj%_RON$}GyTW1=9qqH{0b~SGqXO%c}-O))@jgBTurTIszLKd+A^YEa%#wy zQO`hf(3~tM8F(qNyE9TZb zVbDC}StQ!@jxFQdAaviE6^<+JmHfOSKod62-U<1y7=_ZjJ> zm55;Qe@Lw$@I;0lS@nl2TE&O9!^L=WzeKIRKX-Q$Qm>R4Ua1^G-xR{CMDrXfWAo48 zWqbUC=^V}7l+c*z7|n(DgTKCPoaZ{PnhG18ri(N#A03*~KnwTuEnbJpkgZ?PAd^*< zc*jO8Y&O&6s28-m*Xkl3_-%zC5c|&%Ua!Ix`8&1+1MG6hi_LWguK+{C3Y2gMg!_xl zi*~OVt*fJUuatXcYmscb<^GxsyrN>Ztr9Q&oez++hRF_KMZO)M$Hjm^RvcB-g>a<3 z-+^uh6B zL@G?=ef;h5&sF*t8#zZvsx|MhEe247s{5m(k&T;X;}P?SiD5z#;Zenu*-%Ii3%i9( zy8JiZRCNq3MLn1DCsWa*)pGTuLDwOiGo?BdHGKg5W`rYQY@vYoTz3!sm(T*ITMG z1SOO{>v}Aiwy>75V;A$d&-rvPa{;Q}=9K|ECQBrJgR`c_dlagd;H{j3yxUJ^$1nMsu@` z8ez=fMozCF?vrR5&eB_SdcwgPb5eL8u|(MuW52Q2pN3hp(zV4C??}OM-mGymh-kk7 zPn9VfV~sSucc6nUV)=b%IqZcsmkUhk-!@~oRO?(aVc*sJ;=8ts#9fjj52|t*;JBN4 zf~2IuPqFA$qbkP@d``4^kDfFqJf+t&QB0Iq4BJw}!Hbk+;pV1^uH=>==>3$vn&u0| z4C-E$0Tlw-OKyA!ulcVjn<#28%t4jZuds*;hu%%O#fIcGy@I(Z~!n26) zvMJHrjRRj6uFhzAEo)EcFQqrlUKcBPl6d^|Vq+|)s>eP-u6lHvKA)pKPF}`uS8Q~{ zN0@nbGuihj?&%D;Hay#=LFQ3x+F5=2>Bjc6g^J}^(d&ihPb&8&tcJ5ax?UqrTBz)P zV%~)hZjAF<1pRS;yVTT81xIu%ryWtq70;6FOk&;p>}JJX^IlHgE1wtfM@td(8Fh7&M`J+h&7!#-lKPo<1L`? zD`7>r27$GS#zsLLbQi@(EgjfVu$Z7vvL&&i<~^?0yEe(tF!ualNse>}HAV%qeydLp zDe@k+n}e^9^oNJhNy*8CiBrg8Ed2f|-$)w<9g@PBAK%5#tfe>K16#U9TA~^`w)IP|#nZQkUjw9>r zUm8_ZJy;7R9KbyM&15;frRi-B(emk`n#Vx_bVBR)k?9mb&NlLzLepv~()*eGbT?No z^;Imzb@e1^kHb*RLkR_K9RGw8Vl;LG1~lDzd3tLt0aeG-xG%x6ZfEqCHZe(g?@c$F zO1NVlyiA~W^4GcSkn42v^1V{tYih+VoKI{9nNN`(X3`4$(K=i1KLjwx!v}+j$EGkO zr{5$`u>D3NhjT4)EUo+)`4l)su6PSTo^W`k++cSj{0*R(l9miF*YuVs_;>#BVDgK%^UHxt-RPR+w##3d1941o_*Pp`RXa|=_a`VR)b@B>X-B%U4w1P%MxNbN?3<&w!*ezI*()qv5J=6 zrRv^()rZ`!9!}UI>Cef9LqtQ!;D0W;i&8V#IAeUidP#{Jx{e2}y|4H)e+As#m}>ci zGv*m$F=Q7icqYeoxU!bR|1>C^do6uBg4h`ey%@-OR^3Oo>+q zh=Fb&U#@jvANR@*9G3agD*t2j*xB~(a;_oPZ&krZE&sGsnWU7_P^sBLZOKcM#F|bv z z;g1eH{24-CHrEl8AWUR18Ts#wx=%JL>Q~G~wkjG|%*D1Unpe!FDg4%%#6_p2mH!Mv zXGx}f<%`80<|XcoSdXhcH67IIccrtV8Mm#}J)8<}d}K{E%g(<;^wok&xcCw97xe6~ z^t}!hIeYE)h<&(5@S%)XiTR!GvrfDPy^@Kng|S?M_x&NlE+0>Pi_gJ>Dtxm>kG+N8 z=njr&!4FdjvZe)j=h5~C%HsYR^5$<9If4T#!0cE<-iH(xP9>+M8i0?!oPO~TXbV9f z_8!}dXe_GQtmbb=8lhd94n5cm6~g+#xk35*+H?rfv?|v;tG?*l*E}1$=qukc+oJAc zd2*M94Aqn^6*(+D-FxaX#ULL43d8PBnbs-~wTx{=P(noycJt|>q9?ogY*5jQ-TXID z(VN};w@}dsfAgiFH~oZpJ)N`a%f9lzXJeOr`+m>1=urjbYz9-Cv32yQ#K?8&%6}BM zFk|PdWpsh&VVgyauQ-ohATX;+W6f87R9D_f z^7XwS>~~|jEKcGkHtf&pGDj*CzR#<;0}%&o6+7l0K3ZG$M|GK8Rj3Ys=_>s5 zmr1`k@8uau#gtmq6^81-Xb1W zoW}^Pz;z3Om9*kKE`dN;RX4mj{F)KG8(sa)C+v~wk_A!&$pvAZQcsOGeB3^-YwIGJ zq~|rjo+6Z*#rh~Sx~Y(CiIc*OZpP1z;lo<7=;8D7ULB@3bfogJSwE!qw3 zB`k_R)W`ppD+}W|7>DYIxZ-PZW5yi2$k9Qqfdlj#lZY3agwBm$GlUl34O4R3(g3Cp zSNG%Nwm^;%ERy6OTZL9H$=37S~iACYaUlfL`9UvJG=e=O;T z`AD?X9bfwUVo6E>_lwXBrqWtrZwfe5O0*=8pj{3IV%pvdrDKdu3uYmI!{-qgn{|Pg z2Tf$JE^&_2Hg8Fn@SfZ}^kf3ol#h?x5l6qsy0E8CTLSq}3QR&09B0Thyk2$@&9mm) z_i)h37#@C|P>nFbQt3UIM;YYo^F{zLppZ9=QvV6&VLpqH;^R8=klpgmy;D+(_2ws! z@m)DUrmX*WD7cm|E1^15vIqKE4*}lwpHk)PqkS?-ru{kbk*dEFWLRldzOzSaiM@NS z_uW|uZi?E*;65ITiU*d*OCnpLYz}2swXy5xOx(1^+|ByYN>YZw0gGA zO0wn(;1Zlr`+`BftZ4SCI>xsZdHmCXviIR$RG8&H%zz5_+=o-|!?EnY>lnQ&@`R@Y zRjcC=DO`OCm--~~aJ3(H?aX>CE=sZ%3LzypMfL@wd|C1A@9P;GD?a2kgfwf^r*10z zH(}SgAZ5g|pmdx!=9KZ?grB8%l|+3$34w>ngrbE8*1nUMweS99E&XBfBnRLdG-ZYIMy#^YRKN~ z+kY&4kZw8hvf>{}!Hct!7RTFNd}eMfkEO7`kDwU57%&Wp-byV@;nHX>Z3H(2ll)9J zjcro)M^Qk8R6Y5YVs26N(0>u3Za>5j1vT4xN9k|bi)Sag-=3uS>~zO==WC`)*`-G^ z=06__PGhNR&)j-F8pILi>H=5 ztjr0`lRw203J0g%%*vjY@P|MkVyvS>Lsk#K2$+BM5hw)WB9>t-gIEPkk6yT&Ql+c- z&isZk7&&&U+0#X-c5h3(qnZi`6t=`7D4AWR(vjhVw_duwEML48$;!AD@sc=R3UNML za=*TEe5-Zi_St@fVjbDS$>rvQK~(gfzFnG9d{jI#)R$s}Hvc_mkL?xO&}8B4;upU; zBrTS_IPS}}w_7rzfs{-)f}v64xipg>d_nG$>CsBU$+5<6l0vmd3!tIC=Xmbb%U3*E z4w%_ZrQ2>KJAYHsI_n!4nSbu)NYQ*CcY1n~<1VS3>>KFRLpvTBL?C2#d4QmmQ53Il zW~=o_T7oXl=L7q?5!qNhS9kr4-h7C&0iPZl>QB#|9N3iKDfpGBM|bvj|E-z86_SC( z`&JVw7{m?p3&l#Q^|V#=3VcnYO|8_p_Q>_)+&@1OytSS^ABWSX@0#gMuUboraJs;J zFn2t!?X77(TUQer8$_n!?@EcA@*m&c>A=s`Pm@0;o7q?dn{&a`dsNdthWKT7;nC}w zrnZP3_$7*B%N6Oh3?=!%k!G&)3|CD2qhZfjl98D+?|8L(DQTyA`QJg~XagdvSc;LE zp$ipXim2;w#dm5j-$9pI&Uwy~7=%D!$Z<9+yWp^pGT-+zR1`Dzo1n_4}x4QSpQ;f8fJH$`s)SH^pc^tM|<7 zwy($0`nf;2iY;oK+D+@($`@&Ne3Ya_*xpRQ#ao)1BqT4+uc;iTFZZ*r?JH}YhEUB% zhIkgNKgH&1>u($5rM6obI*_X$?%2t!Xu>bu;vpn3=y-E!+EbPH#IQ5{zaM_p@$bl* zo*J7s9YqT=_+Hy^jMOWcLagYyuT1H=8@OYVnh>6m!h;sNGX584^xT}N^LA6zd3zFY z-X5B?5?1q#tjiq`q1p}mtYqp!Bc2Qu^PP|J&nq^ZAdwd5}+jC$xGk)wS zsY=`~4*}FsYAFnxP2EBhGrFNSAa2n}&=t(mlNxqv6>|L6a(DRq=4hT%*Quxd)-#B& zXvHyZcQY`#pIPm+nS7}#lr=<6DA7wa%?*KUO(TBZ?sM*_w1A(h`q6Xz*}^8y|4H)qcZs>$&S@qY-5TzGZJ3a zg)sBYIN9htiO%+5eVl03BoxnH3Ot)|cT(m2qt^+^;=;nFMMu^sESn*+iOr_hjMEM` z6W)7wc=h<5)iBy>aC!!6p>}(CTrsMR}rQRLpO~W@`E8UKfFJY^R40 zm_f+(qYo7`{oOg{<%u^{=H)dFcC$U?iB#<0MH9i6i}=ma8KKY{_>c_OJXpU;F_SDH zoDBnx1A4C0)Ay?At+|DP24h8qBJ&FnD7Nx7|G8HcANgS@DOa#QHO59%zuBKYzb`Et zOnT`_4j%Ol3d0??Goq+&k}uexW_VW z|8M+09fW_JYSbeAwd4Lg1@cwOyR&-}30Tu~h&Am@ZGNJ2_H@WC> zve1#P&?ifXWt$GLVCZ)>_ULt@(y^@22c}T#XQf1VBG;dNcNRT7#OgTK z<)x#^PQ}C1w-?E*#+*v_-0_a+Ywt8K#f8g$e9ie?@Z81dpHPX=U(c}u3<5&^1-K-N z`z~VJ>xmL>1IswVEI6+9Un}^%(s?m7mich%YvnPMzpDxRO|OxGwSwQa_KU@_%=5{w zwa58Bt|lBeaz+Nf6#V+MU;O2XbatZUyxB4|m{D+q+rbiVT}nBQ^J(p}Ai3l}sWI$^Zd28@%TO$pJ@RA{q7Ek&(V zwGvCuBHMM9&{ZkC8u#AIIbV*KbF2ta@l5^v-lz#3biRx&=b#n7DbPveO23tYD*RIR zBcEc>&lktB!=Bz!X|E4N9_Jeyv_pg+LI*W2#!ES}M5qoYEeo#;v=jH!Z##=MvH@#YkWf`{`MGDp`cQQ=r=6=4>rs8nqe{~cF{)(2i6j}`K#BH{}9 zFSZIa4cdJ@d?3!mK($MOBysZQYo1OFzM~|~PtyJ=q==o@cW%4t+%|5H zG0aZ07P{r*U!ADfYl&zT(HHoc7R{EMZagy^wAT*Pg!QeOEyyQcB0OuZrwfZphCWy6 z=a@n_w%N@4%%7QQKCh@{ldw_e3;9aVam4uvm^AGpCx`lLaN*Bw**}L^ltTK31JUjA zeo~l;y@{_iAOESvPdwR|_h0`wAIPdMyDSb3G73z(z`X8Yb91A=UBkQu#2H=tOf5!m z@?JAWV0Cn>2_HYP;DEO_I(iQAvPuG}rh_MF=KWcvKZnl8M;dLPvlNjJB|$SdK|E#Z zcpvwK6}f+a2?8GNl^CB8#tqUsyKkllT}NUZQ{Hty@Fe)F5=x${BpPmdl4hZjGo$iN z9mOPd6=vHgp_4b?ZvutyDRR%Z_Y}RS*geJXDRIw#?)eVITaK5UBmKmOSA84%8V{G7 zn8J@R+{N)8G-64zg5L^~Wzw`>S+e@OSz#~xa6jC409wwVP6Tm_SdzfmJ@)1c5^{-_ zq!Ed&d-1LL?auSjM2m%2mrhVt-N|w0Qxd~_n%>j$p0@XNK=BIZ?WJ74lzB4e4D1Wr za)vtc%<9ounrVx;LM`Iy)eWdaG=FAq`1`KVZ(qMDt8rW(m2Rv0$zPa&o#B7czx;_6ly~IHg6S8V*@dTVhfZ^bZ6y^_ zjBl0zl8NSin(=FvWU_!M@fSfEEHwSpd>cFJ=r4^6g;t@o?q5jd2eulKS*C<5Dlkbu zK4EPq`Sc5}5WW)5Ti&`%5Fv*XTi>y7l4h8>R%U%%5VT^~<^yC=&kTo3oHcpvU}lcAr(NYT&7 zK{c1hib1$H#=ow~E*=7dlo4AHuQn@mX23r!p}8D*1gReV={VjiPBa7FoOG6W_Rt7vEr_sO9TMYE7Nj71)Jm z&eczyd#FR%c|5TCs1o{vwK6fw<1gPllpS;>{RdrNyIO#)K|`p+NfSOhZhQt+T3()1 z@FI6AW)W+!0&Kq7p)&pOYF;+&oL#*BNozZmFI452bH*~zatKU)LbU6mZCA)C`mr=(<#>=c*IKcZvORiwkobphzvpa$r9 z8t6IR1!bWIOGgcsj~dM8-VA#wO*&w`o%=P=W%)drN*$>sYd4ZN_WP#y6DY}x=&#@jaQ+{$+elvNddJ#vOsK- zBuaEL-}7MwDlCBt)ApdkkKm~AOH`QB92E{kg=6o-Pb)%Ypd*^=PZXNBF+5`uReTC% z7*R<#3qGozY;LZ>q=VdVlnve)rv^17~jLo{~2a=O8m!D=-nRFt>}m2)J)AQq$bWLUbxRfX7=i zh_62kI=7bn%c|aS+Ih2WJn{pj=UY!>uAh$|KtK;hztf4#}~a4}qc%(C&u~ zbE;$u<*6sE&J__*9;Tgdi9#S5NOG(zeP0@sE`Oj`*y)bJLL=b3FBM9c)7UG_(+>zO zWpgTz%0uy6wPg_WxAHrs?^Sb^Adt)~6iNry(uzJ>5%t&>#i45$tTZ;S2|<{*7-v|; zXM$v6#H{|5mCq5k^_xlEoig{s9Gv?Pp|1oI(d^M*h*&W%ne-9;J3_ASNxd)Ds+2DRiLFSPdQ3~!OZCA)?c4)Wbh%C1(l4>pq zJZ;G)Ad_se^9eh1%rGC+0v-HT!xx+_X3t`~bi!%d_L0N3#5vrcDXY?Bq`lK_q&I^b zBupS{_8*1!kP=6wv@JNuZIspU20ZW+iOsw&_HHBKNucUpW3pm2o@H_Lm*eBoNzpK~ zL~!>~=H$sGw8V4vbVr!fzUdts2{50aAmvozsj0^}%pv8<*TBHoh_f|rO^Xr29AHkK z#?j`1iZ$&-5&k`;bCaRgTqxFB^k+WjwpMOSv8vy9X}|fl5S_2Yt3f4e*2?)?XENYT z&=aHY<%a}4-^97R2?_|ihG|dQ(1dfvA}+qu-|F2kt_%=uu&Rafe2dqO`v*Fajc3ZR z$N$X&Te4sc20QCH&b>ByG}*<3h*8G>N!&XITq~b9Ia%7Djl<5+3!!)D6)4Mj6^>3) ze5vMK!v}r(2%~V~;Z&Jgj8oHiU;J)*LW%d@G5+)YUt`mn`klFN5R!^4pD<0;LV2IW zN=4E#o(Sq3Pt<5rIF#R=omaic$c3=r%k2ux5L~3$cDy-t9BxStJe^7vvPRS;e}=@T zl391xZi)R8IJQLRNmbgL$s32ii8K(-R63iHuMcHkW^*Bt+8QfaPdtw z1l(F1#s-(5R0qJVg()696xBa4R~9h|Ws04}F?yRk`7;kWW&`%@<4CXkSpbY>R}aYQ z>SE}pI^F7uu19uct4a=ZalDIf@!FVNFeSN4(o*})1hthpD*Ck{PRU>iPR%Oa4OdR? z<5XjMR!(&!P4N{unEx|X*8JlRk{$av*F+CDq5i(N4QUn@x&}iPJf$2~pk$du7*sL0 zAEaeDw$8??zU7nrVp(dwn7}O z9yuB(AG;$wG97cHf+x?>8Qx13@06H6uMYoeSgnXFDj*BVx+6uuti{VZcA_xhWZn5v zkr@A50^Z+e`eWBZTpOjV>Wa<&H z3UlUu5GW%KfwWjL5%vO|J+?ARxXB)u+CzKmy8HN%e|;^Sh)Pg=S37hlEjirmNk;V}FY9QP+|6*zof9nw7Tr3u=8Plos4dJ$M4 zL1?~iQ$X-t7tzRGuj*;?T+>y7oe|xX$&X=0{=+al=@AQa$0s>OY>NFZQ!Z9dZ&&Jh zzt_8oD^G*$aBVwWrcwfC_tUBve?SWDj941=st$G<3Bf|FcRE44skAQ>7iNJfg0d%y zRu%7Xqr-%{0zke!kn*nLPBW?Tzd*n8YHHhA?p%jKxqn0}#= zlT;SCf=;>6Ng3in;*7e`9-Sn>En^BX?IPL+OgM1$-I8hJ(3Z&(FH?DdR5U$_+fx|0 zERXE;CWes!*XeVy$K9rM|J1IC*s*__-%qbf5Og>n(p8`o@U|*uh@fbOO%ZqFFM;er zR)hASRh^$Y{v%#&g^EAtM8!j2pyIznQSm>&)0<&;GTAqz@C!dSUEN{bP)Y%)Rq^`> ziYeICt8V-q(9Um-H9@%qo>riI07nIHtUMq?Ki5Ly`>c!o^$~DbH@5ncZMI|+rL1=3 zCcJqyx3ib(R~qy%YU+W18dZ{P4(d1hL%UB(6TD-|5gGy9u%-N4BUYU_1gSKE`db`$+YU?Tq+Ca=k`6&&%_-VpX|{KD(_oyHboDn5 z*CP451NEa|5g6_QC+Cp#x&Z>J;4v+pHO{xt$yo57+!D*}8d+qNySNBc)_Gd%^NI+h0Vi&kBsmX4wng z3C$+|U{(-`rOAN#N;z?8qm=CLN~*sha$s9Z{(?cNZXRaI@J>duVLjuu&wNi)&Fv@a z%mu0Vo~OpOU6%ByOdG$=!B2xi`%?U;n|czEoU+7q{T9x08>k@PK$pv;*?NMp3hJfUcvy&s!n_6LP4dlAqf^L zx(k`3b49lSsr9wYJ)Ek_R#l(uRH)J9;0_>e1Z;udR zx6oVKy5j5$l3#ND#QOTHu+gJDHY*KPTxZKi3<$GlaepYG9p7mqoPON2$i(})$E`a2{$RI##KUx#?xpt(nCW3nvAK)5`JW_K)^ z56>o1xp+kuI56J?w#uCUd95&;cLa7H<48B`h=XihUxow_GOxZ?pUqQus0Cc-js(co zQ;OzF1;h;3PXpoJAl}_E5I+>?2DYNq;F5vwJex-Xt{vw{x9P}$Y-xB^t7oiz(DLA^ z%2$?)3NoE%EFSDb|E1XQJ~VjD2D&hwhJc1HgS1vNhnTc+-jy6gQy=&|-grFh^b z^X++*EWs==y-*9-)}myIzlx{IF;zEtu12X?aeeNm*2W=Noi+BNx*#6zJvY(ka@!k7 zNVZOtINPR&bk7Y{i_pNK$%>L6vIALHc@;woW}CDURDg%pvgVzZHZ?x8F!u6b za=5@elGb<0-!uqiq7{25C?o$Zl4vNJ_zzv6b8g@{_6jBQf3@QRfcp|<@eiJK32hpQ zaOkzQLMVg$eT{DEM)o>Xo7BG0{#Z%{mLcFEu6$+lEs|>}n*0x4m~-40c4mYu&cTyD zp}y9HH0L-!b~yy_G)T7ixfZR2KCrP}{f*w@I)IbC416p-wc!t#)oU3!*LHGZsQro> zM(x*{^EaR3YcsNL#~|Dmdj%Dj+YU<$W7fy+f-^Dx5j!h1mmwYWi$C%}$wbo3hUip1cxPd+#0iEkff7 z4Q+M~rG2lIjL=NX_Xwvlh8I-p#tJ<5?P2%rIjGHg?l=2?wfi~}>|Nr5*|#=d6Y3p~ zexRx;Dm@u`?jacfaQVfkHlgd796%HOvI z^c!vIOzHMArG3iOuPTMczdYI4)SSIQOy>Go<@6RxXvCJjVxr?~@v;KTs6~I>m82Ku zA+m8Xdo^Z^iMDjRTTWy$CE+cSU;bq4Ddx*1>9=SXZ`K|RiIue1wWt2pdovT*{A6Jqs{N!>ogaHfYz^Dfqmkh$9l`=i?fpb|tnzM^x zknq2atf5g5DVK~Hzi~uYqrZp1#?xoRV&*%Iz0E0s)Ze~aW!9e%$WhvoToTYyZ{wz5 zVf|v?6nSU%3xAV>K<3(`;yKsR=wbW3htPJT2q%{1UgI@Bj$^nO2Ce_8^1y>x5qvD` zy*HFU(ua53^280ve>L&WN$jS>F>Ut-AXyua(V99$VE7|NymM$x!r_1zZ)IW-B~J6B zh&N2{Ql86P5`m3j`x|;ccyPS^2K|S2{u5LX@hQ&8<2dhta*7*_03W{}vpaE=0H@ob zRk@Y~$m=0ex@vQ31cv5*hOJGoppQ(!X^tZ~$^ZOQPz>{vmbrK)FMw{lTKdSh<*^fR z&&Ahzg=2lRBeR71WA+(?sK+z0j$RXMT zCF$L88cnH7D1b4jnDXpn#M7-L5l{71`f(z;O4nay3Ps^NDs^IuGrWZYqAXHPzA8hQ z6LV*4(0_`(Rn)k)=e^X-p;JwWgOQ-N`VSM>LV}hN+uWINBooP?aF~c^j-cK%-vnq^ zZ``uVs{knlE$9 z&WAsZGsXY*Q}z{OX1{eFIFbV&Wb&pD(4lqX64TfDjvX&lLL=qdNt zC%X}|#iABEoFT5vMjaoYVY38wE0603^H|Al!aPwS`Kuf~1LM*DilWYM4TR6;TT5ey zk&-eQ*#?`*YeUK|Yc?~r4|wDjKzDTM5R4{8eSs0@4PpKf=j}_WuI)W9>MVPq)ZPC4 zhQA{<>S&_*wREapL!UB-bntyuaKk58&T@xz*nL&{!X$^n#0q!_gg#v4_6V*?t;dqD zMv=s;$cITPYlsza-8ZzN8q~EKB$ryTHZ6Qy{WHc}^En8F%rD{={*Gv$F&_gpbxr-~ z4>yILQNGv|dVvBN<%=qW{YU*Di21#cP)PzoF=k+s<@4NH!8QNY*gt=wFd|eydjw>m z8MT5=Ma_B-Zc^|b+>qmG?$#LtWp+OHkB%W^=$;~Y51JlHN;sykQvPZZ0>r>4v?lJX z2ghAN#hs&~HCoe?8?;L~pz4lkl<-HUl(@ey@y$cPAOQ>&lo5b3JULz<9(tCbz(I<5 zco`MXHR9YW$TZ?SD2TsVXPt(5tk0*+dJHWzDdb- zPk}l>nnp>{%|n8dq<)bJNsc|$$XdWyJ|rkk;oB!TaqpLhX7F-7JZ=ns%!|4BTSKyG ze8g6=t$ZkBXhh1ITZ0vBh8=Geyctlpc!$aZ0jb3sIZB^h z;Sn2l<4Wk?zpm^&wX!*(bBB$Mvk>1^jD@Y`f713vZsftM92Or(93C-R6C4r|-|4LW z#jg>T<*Fq5W9C$@#C4vO8|8kRfgmus5cp4R5LmxDi-nw*z8Y!h?v~~wS(erf&*NzD zL-V`vYxO04aBTdrM}Q9PZy1^z;xW#_wN==JWH0t5&KZV`W*T@zC22+^qr;;5ILGNM zv#!~s?aXMj=~aFhsfZKrAF5=Kt#ZA+rNAdRmC`_(6MUd~knBZe#}Un*id=B;{0zB3 z;X*AokfqcXyGes?Hdriy!c!vXq0pdtE!K#?QJZc8emDnU%6Z-ut0G`C}S z#*G@>;Jh`SL|l{G;P2&<8ehwBr$$gSx|HQo3!W#a>HrV8zNU7d3p|pYJA2&dwmczIgq&dLqU*S*0@ z`4{p4rM?-{Iq+mm*>qzuCmq<}rASC}C0~i88 znB`8)ix>kc@oAR=6+2(Vl3;T6#4@(`r#@&@AboxC(FYSE^>&~*;UvpypXP%(rm7hx zF(*&`MIDLIs~MWuSM^&%3a2NG0-VU5-&kG?b`H%WUwxX0*j)wc@3K?g#KlIZ(A;>3 z^L`|s3zl^;e>t{!+mJGJ<~IM=|B^=WDeXq|)|zk8#2dU7#Zmy#gnrmGz~<|f@x z^nS~k^`k4jj}i67<&inN@kY-2*SaI82@f|zf`LVkiz|Amt!cLv`^jV>RWHN}aOe)k zs5)vBb={4e#&p=5=l|%1s1BGDsWGU%z?Hb$9|B{XY|rznmJXQ#;_bc2nJPN!A;@}& zyg7-t|LsNuG}8Hdx>7%wC_0kOq4RlW^g6J&b#X~O>TVj23CyQQ(F#rn|CpMB|1{tv zo4N9Gf+->V{AY#l)O~W9f%Qc5q9Ji`MBJCAmKwF{KYNdeT$GeoEOS4)#g8eg%FSGD z3@gaaTv;xlIE9I#*3)~w1NeB!FsAIR_*X(y*_l9udG1lmf`XRWHNGr7?2Du>4hz25 z(thHupn0wrr_Ib&Nm{XBnD4PsAbZX9wlC-OA@;VpDfB zI7{8#moy?Psh^iraNt+ipgS{aZ}q(^W;!n#x*b2fua12_z#Rm8Ip#N!z570K&^vCj z=ExXVzJKv)GxO<9Tx?ThtSjHsW)unk55#RQIJ$|8Yl@6RWl%c4DKZ|l6-p;GMJC+$ z`Cs_2*2E@@b&+H6Gg<%Gr6;uy(r#|uLE7TLyZ^rvj>mm~=B@lp22IQ=NZgQLQt|M| z-A6`2f)Qty^HmF8sbefwdJj69ABpkP4?LBL{2J|pl2lVJ2z=r*Q6=^x4QxvO8P1)b z0y1JzfOUTQ;H6B`{m63&2gqiG63G7%1G-J6ooIH4U%A8aigDWp-Fjw@S1n-i<O_7N{S${0{fWciz(LEmr`7a8010O19KqRfAd78b$*bK+P zpIA&9LGz@$d~h7Qi8Z2=^eYiIrg zVd|v(17Yh#KH@AS1bipRNYmN`X?Dzmd&ISdqx~LU_RdoL%%F_1B5Y}-(o)&&){+o+ z5BA(&r`j%0bo&)-xR^!l;Sub)yiTRd=d(<;ZIT$TBkEy{z3D;m!jhmdlo{_8rTm?DW^Q+6H)e_4nj5l2&-6hu?B`ScGMG zEXVhg-q2b3Wo%U}drmbe%)nCtZlZW<^-Az44KMM)cY~XZWA&y{V)%f144B-gCbuTn z+ELC?ZgeqbF($i-p^4$Wmx8Cl_tS*qgr~dgTkOoUSFdLS`v$8CMSZ;OHDTxuHIud5 z6*AbziFa80!B30{rO|wN(btBs{oUG$7Wien6rATMcYP?q8(rXz4}4ZR+gyt5!)+gv z--`AdUcu1Z6Pg&Mc9r@KNq(OGv?|5X^rF$c;usD|QgR_p9MtefNDVO7i!hn0&hZ;~ zF;`PL#o7rP9EP6wMjNpmhpLV)2n~A$H8F`81XclZAv`l1IRx2$Seg~)4H)+iAyLvI#fVWS@ zw)y=&yYZ^De1un4ew}7;V+U(uLW|El_`NCRKh7QR=KZPOnp5ZnkJluo%>8uad|#8e z&OW+p@g8_6C@6|}!Eh=^3b0-S7A8Y|lcI4B$tT_^e&Hu>W?(>y+)G{XD(1(cNqz^k zvwI1fl;H1KEPO<5>`w(Ij`h z`uCAx{G8L7rO%|}d5fmIbRqD~&%^R8RsW_zC}`=L!m2&{)j_hTO{LwKdJ>-;sCfV50 zEIs7p&~k#wvFPvg!-+1#Kf073pXTM2+%y=yEYBF~BHr1uXZ!D>-&2@E;a5Ja9J+0T z6jb3NFJKt6&Sj03rehankNEK2Euw>QJq-gJv>nZ;T~xRLiT4pQ!2M=K==H6O39*Fg>lOyRld zt5j1Jy~5ohF_y6|5pFSqj0noT%2Xv!p~VovRHV~{6+NF`xLd^#V-4lrak>(@&?1g# zDw~tHO?Us%*&izGN;%eU5gF@P%?P)t5yk?_y|>v)%D@PJ);)XVWktMVI1tw^EFWXO>e#Oa=?8LNUBc2_i$d0^VJ_a_4!Z_F zGV2Bwrcqt(^`CrZ=~AS7ofk?x!i)c$r0Tmg!e^D1dPTZZPrzye2UQPBJ^pC` zfp*B}J8jbs-V2c8gT3K|VSAru_NH(`qIs8;AVOj(d$X6*;lzh)JGTl0v3p)RdsA|u z2Opk>ewlgo;&E!F%i5uNY(j*7r+v&w^y4Ze;>-8Mr)z?k;|t5FCdTxsl(WWl6tv+L zW{O%kMpxYl(*A=iCV~`fI9;%|7-I|^&?;%Q0rkrP8dW;ZV zM#Q^V@L3dQal2q~#f|E&R9&Kjw{$>(y~y$!gYQuCdZ!NWvO`kn#x#APZ^td%o^*VC zpDZhB5r-?+^m&Hs^xAadh}?p;XEDt2ujl%2H8Alth$fa@YwLc?f(a#v=dqH)sSY#; zzecIlFswc57K76=AMiZb>l0I<>v4r5TKqmax|Pv?-~!gzr}fGWj^-Y@LN>Kn@!02f z=*;Qdao9h#My4=6UiF_z>8>3&6(^q*#dt|C8k~$H2_8CwI5r4Khc3csp68 z?`=BI;VX4jGVN#GHZ?jpAp6Cm1=C&#gDt7Vh&8E1m_Tl}lTdE<_#2J=iI31%ZoAJh zG`88_Xl%*9!EnzI=e1;w=8A!8PzeQnJnWo=0f1PWdzqHy>>^z?S}ff1OovP(nmB<t_ zz9Z9W3*qorVkYD1^nHgUTE6v=y6()V=(?T$`?~)IsZ%(os?R#}t8~;$Dh}*$v*f^e z$BO2|rwUut)g_4=jgn5)t}uf!IB&S@sJ%MV3c*GgE8#_x0f9LtGAZNvk38;Py0T zscYKCJ1y2jgQDS3|3l4|2It&&_}7)1+hN~K$l&@{o>r}6B5@+i>pt}OZRXq?q8q_O}kL|Pv zME`+T66S=L?EfCSupKs4wHHX3luTkgSwN>H_;dliI^<#UjYPoNbD71^9au~0&!O27 zwx`f`P|;gr+!GQeK{$>k@U6hGlu%l|YW58^BR)}Bd{Wd`dK3SYouVzt>OYv5uPWGR zh!git{6fJYbKX7no3q|b_T1Z5adWnvCd*Mf6A-$=ztzb zN3pp-<@$5<@+XN2d&}+QthvEqCE-JO3a@Y=$qP+J3zf&ug&+Wx`m`|rp`g;2y?pdJ z>bsJBm`IUnSP5!AYQA)|*Mz3PP$$(b?jgScq2P$e} zT;vU%Ib0`lYQ{*4*HDcga>^T2yqqmZ{c#kY?kHNrX?F5=qcA9=Vqc^LYAWdZ_|HhG zNOl?MSO313Asb_+*=1l`rQ!#^vdN#4fQdsHT`IUKjAOU=+^%V78C?_fDU4IMS-Doj zZk;LJoP`1#h$SOQhkn_mtQvLa{=eH5m&UIjFE|SYH*7XXLQY040u_-auHBzF&4fNx z+KPLNM9*;k5z4-@Pm9Y^;b>IUohUXppljIGc*TaZ{;8n~>@`s=Y)sd?Yik6;%05x5 zRZN|@7SN-c-SypN#yLLkNKHn*yh!+pLNkrb7sryMcLULTHPK5Lt9bR z1Dg6$Vgid*JtNUo4N~^Hn`#(mPEX((-9NCJ5}VwWfB~UufWMU&tXpgnCfJuA6Nq2f z$U6Ai_VCErJ#GqfAe_vc1b2A1acCyKA`;nGV9(XyXkQkgKSYFdXeRYvaWGkvQVx2V zUX&Q=5MCO42{k`04vISsp;dQojAgB&?Ch!R?3<4v%$_U1?=5Eu`1$RVn;b)c4*#?Y zJ^q#cWb5xRAZ_?<)6ez=B+RO4--FXqN*({flJMxGYv+fJESC_*s*M4AEZu+#MaYVO zS}Jq;nWW9*R;Ps~@oknkGv0@v^9!GktP0!x z@?V{SO`Y?W<3Pj9K~8m}@c1%8>Yy>~Bs<4Ju7-bWH*sH+Z6L`uW|{W%3liH+7uo|0 zBTC>H88B5p_Kxm5%R?_qCUa&By?Lko1O6P84FR%^uLOrXY8=|*OtG=xa|4d?Uwk67 zWziQOMwVG(XR>VZ9Ku)|wo4aL$9U8KSUc=D`sSzA>rpfi2p|zk;OAzUfUO|OPsYh$ zsje8AuAM;ir(()p`&a)kI+1&@%s<2ZLyW=-5>54jc`{9ay$O~hn+;?i;=(jfK-@!| zBF`b0G(iAM^~K2ab!w09!U)aq{~UK1PMH@m-kV4CpWB1upJ{^`KVo&^YPmN}OdyR- z7{m0va1U9`J&}%hyhRZAD>(TOp>onexcr#Yhy^*)+KNpb(+;ns6DOAtJ8@-s>rZBk zx@T1N`hpDjiFXDX>Y0=|*R12QIb(4gz(QQ0XP^8Ht`8lz>V01b!Xz8eSnrAe8tYU* z>pco+y|V$0b-;iF3}nEdhZ=gqdP+iQhj^_X1!3-}MuO@+t)W$#8L~PI3ya(HZ|tf2#BV9A)8%urrC9`a6EhG zb_rB4U)7#Y?k-$F?iDYg_(bh5RiK&@pGZrg%-M~YF|Mz-K~(AW327zOtVMXP)vUmJ z^I-!&owB02hwvRPlXE5fV-o1Y!0_v**tRik*V_aBRi{%RI5X0M2Iu8+ZE_Wch?w0N z^@2m!ON0j|$bHi(Tm0sXSxxq~&s6JOgY&j4R%302nfPe*Cx=NRwHsU&@@Okp6I0dp z(p2C2TxG!cp!abFWl5ZVN=BpnD086S6xU4cUTGk^8sA?>Npmb~vV@84Sy1VK6e&2Z z%^T878r!R6c*I{kS)ZOEJ`sNMJ9=pQSA7y1rK^noa2RF_HH(!*#OenlP)$f7XpPxy zU!PAww{;#^NDTs3RJYELvFiLMtQn0Tv?F!K87#EY8z`+(It}@UVP0>^FSH^)*G>ik zAFm1U@nT36I-&t*L5Ox!E7z-wPJ*&5iHkyKcVJ_?2{Z8?O4?mki)gSRx&D8{m@c52 zg#?!{IXw$99gxxlrWWb}u^CR?a0EhY9=;0djtO~9ZCD$-l{(r|0%yLuo?=B%eUhla*XCHM zIsjM%x<7}}>sPGyt%%n~f4=H?`}UZ8%xzrLz54jPC5q$6%|oV@+50%;&%r;hV+d}P z%D7ZJp8fI6-ba;E!3f-Y4oDUR+QNX`&pls7{2?j&3Uhqq*DqawLm(zZdg;Nhpr0OS1sF?JJc+1C4z2lEqe{L^_pRcd32k!8*^4`wFgZgtkdy4qNY zjXuHr%uIxJF1BR&Xk!_)f~@BriLU7{sH)qx0BcWe1W$PVT%lt!wsTE759%4IaG1Ge znGoA;@<0&idQCZSqVYijNj_#{mk0Mt(&qINr8qjvz{zGW%7@X@`;c03)lUy1ZWVFg z|I%G6Z&b{mP616ygzalWt56E@TYm>V%AjZe1if4h^~_EmGn=rs8m^wqMK+v}y#JNfCO-gdy5LnysE$%Ima#-k?$Qhw!II zFVR$bEW~p74wV`K%!kn>{II|Dx~Q@NU%<`C{JK%;alufLde^5r&Gr>F5*zdpHZ5(# z;71kQO$@_025Z^Wjr4x|;ybkyrb=d57l#|{D-mG3yajdt&Tzs64r3DMJ<4E1@#@Qm z(fY`9gXphsNC;{PaZR%*lJL{CKElXHlrn;P8 z7E*Ys^;Ar1Y}%Hzwib8g2!u}$^0WOH9Afe&12?v#WIg#8GT&nQeN0`r=ix2#YsmQE@A#kN-Kop@`y@`0-99t|THHC06%i{-Z=*K(>xQHXR-DOnabB1_{Qk<10f{l^X z(_%dfEJetfbOf?v`DK7FOg!*q5xP}7vI?M|b4c0G3<-#QpgB|cO^?qKeqt=^$IA7& zcb5|j5a&0}etrvo>b79GaN2&3wmX@Nj2_bM^t9(h3Xh`xSo~jt8S20R4pc-Z8x$<*JOx@&!BRw&D<-T)<@O2TX@pFtP7j_|H6(yLamXn`BsbUme{w-7eXZ5~e zw;an_&YKigZRtDg{^4fhVcnR+!f)FVMu1rSe+%@9!f$JEzKsZJxlIhTO9JFeKPamn zcBF0D-y(g~;#UdF04;lC{mq*f30c&0pr9F9)|1~0v*%9{Fx)3-QP#+9vtO z{sHuwhxpGg%i*~GR=0P9-i89Wy|t{FCJpEh03E!u74zYO6yn-r%^*7q3;4_DNFujQnD;3$)k-DIq)%AkEBn4@ku z^b0w_`syws0)BH}q{WPRPveo}(~8{|@!Epx@TAT;Ei(*$Ay!SeyLMcrge+H=zORt%w#AypK~F(PVwNnb0=86M;%$u%5Q@ zoz9SjmCyQ}Zd&#;!JHnta`d}eh3WDdl}7zYqXSiJy|kky>E!yy`9as#4I;hq>%gP~ ztZokx=}V*m0rFg*5cAAf72)n0s`Duwv>fEjEEOqaJAM*j0vAYQNB~qmTdALuAR%WcYuz1<{Kn~d-&0T8M zSkW~A!qy1d(-F!N1E;-ts_wwpP>@mue+}K=8$Uutq??5`)kL(Uv z^BuBWv#8`5kshL?dXXN2VYzIxH`^H#>|w4bSJa9a5J6)a4h%Ch?0R--J`Pk1P2Yw$ zG?rAIsnzU3AF{X5jW^!>ChdmtVn_^pXRrQ*_V@)hDHT>T^|NG@U%=Pj#Ws~Oj{H+p z685*B5gDhSRdYhMOmn54qw@PIeo99feHM#S`y31-JN>-QLs;_k5b~FhQqwf^u?Luh zC(0evcvt^;Cn>Eh6XfY3Z9zRv_=X}Y+6(6FNFUvl3_1nR7MOyEc!)Zh56sE?k8!T2 z$he)@y1J#Rw7c68h%xIuuQ=% z=V0Y?_wpmUD)Bz>$gO7^;Z~LUTmKceP#W;=o)1sgHsRjG{5Via%iB#c@89p(j)`*b z-xu;c|0}o>@yia3Q1{&!m=IMg?U>lxB`=#@U%1j}nQmB14IEUz-=)R3YvdNS$Ozm6 z65plI3$HHVG>|oXTP8%ml|HUyzOG*z{L8tNaAdgC3T*LLR=C(Q>Xu?1qW9f&m$MWb zurV)C(305Z!U+Gh8T^TnL0Ce>dJ`&z(Nx{%o(J>l!Ks4y0Y+A8p+d2-iz7 z++{yZI3%(57ikBk#J&TMn~};_e$owBKjeBnhLx?fS^DZUO0^U^Ry3XF)bV%4tMrF=i|WdgIolX7$_mAu-*wrSZnbq+ z>!UmsVOAu!{$zYpURdCQ(q~^PozY#ZKWtSTSCQpl7t`d^r z**jb2*%|IpJy8AF>Qh2Tu>7@PlZRa6RVL83jYLz;B0J|J7@Y z>rvWPCe?LM>dRS$=7Fb&QDi{0$+!vg@+?fumER4uZS|Qtn7yGP5*pH=p%fZg^c6ZP zQ1w8CDYOP4+EiL2P+=;q35YSxozkI_rry$_lDodZp;EGb%b`-Up2jh{ZmEYvf!8pjbbi39M6xS9w@f(2m^MAyv>f}< zDJ<`GFON%;leRTAOUCzoStc8+tEp+dw15T=?HwYPtnc1ZQ)hb0RQe(#OCLsT z_yuimnQahRvbT?Nw(B!U8~l>FJ||B&$(gFRjq1KjNLQ+PI~nHEnhdv$sl1>rM%=xx zk76tF-bew~5vdr&n1lAmjpcO%Wk!{n*rB>^56!WQozq-oGcVig%J2vJqTFyjqP_(O z?O1j$Hnd6w8z#G0AmBn3AvBOe17+n%$2(d`g0GhPGA$1y3nalor|?%Bm_6}*yTOwg z_K3lzZuiJjgi44Ph$PBuiSpxW*zZg>4oJeCfRn_ainK!iQpH{TgV-hY`mWIpt>%q) zy62x=mbK9A?b1`PAyO7$NP?g~{Mmm(>qo>dp{vdCzr+#Ni+%}#-lNmuF2cWAGUyJ* zR4hZ-r1dXBut*fq46c!fu}F*k-HqJ8q<07M|Fqc&GMX`1@9XzONY1i4=R?sOXBS%k{gU>t94$65WjePj z|K&C0Y|d_cmY&)3M6R`vOu>)d&B{%F3NLybSi4sDN<9#LQyx|Pi=$Nk?=#rR^veOH zPlmRuvg8dCLeq#=hVvG}kJN{?g{!|aYmyW)D=U%YZ9z<5$k`MfdTOQ+KLsXZ7;Vz| z*Q6FK&ubIVHqD{rZ#C+hC9P^ReWPzeqYg*hYBW3g7qrUzjf^aACG50E!quQsTi&UB zPJYM{%+1(RnM?;{n=Sydg#+0R;}TZvN!0;J0)X6Q0SFy{<|$R2h@~+x1|53{{=&96 z5=aSAG@)%qK#Qk2g%(c>Eq%LeA^ixs<~E^ zO&bX68p(*K4Q5s7H^j>;vPrC8{~@f@U%n%ta(VAOTd^Z^WhPc&X8v<95D{^f4G-bs z;d&?Nt}i!N+K@;;S3cu)JC<$o#%qQ)S2q zQMFV-4jHp!w)0lyssINbB_bZ%yJ4`%jArNMgKAv$uuRS;)t2-hD?);M9H%4&#C|iH zlmsR}+*WYzbv_V8K9)0l>oz8ffgVBo$-%*k&bNHLEZd_L7Y2if@h00;pEtTQsaA!U zkjrag{-#*mm|2r$h2R>=@QiXqwvePpwmkgk^&7618!i4HL9wF|@Y=$ExEd<@yp&SE zKYbXK!JwkdcBMkPO~Q$f8;N`-&vvvSx7aA&Oj_{EiS$}XmFjJ4*OzP`Deqfd+@7P_ zs?>Q+dE#o0b;e4M2NfK{Z5cORrp|&@go3W5GDL-;aXS39$a-u&N`pScoeK+f*D?oA z=SeIXbSoeKs>M*6cVP2j9g;Q^T6Me%G{}Dr>v*L?l}wA3vKelt7I@FzFQ0@%pl*r| zdzk!eZTB2zlI(>$DbfD5SIWSpgNE%CWt7(V5i)|bQjJ|x2Ae2eJs*`omCZ_B;R&Jr zTgowt+)*b=*QeQcLxiBWO}SG_b!MRTNNj8?@+GT`iCj$uH`)2m-*@JWEn_`RV*S58 z--(i22x|rEi>L5K|HpZ&%mBJ z84i~i`f+e~gI?QX>&8!$9f1)=4?jF_lJF{*!P1Q6tGG?4Te>i&UrIPBp@ky&AsbN?r&f7<;V5#wzDi>Aj_oJg- zhL$=`O|sQAg=Jb2EhvWh7GXg$;isd0q-8B4&0&F`!62@$d7bj`QmD%cb&|XKx=m)% zxgP!Yek-HNbV>Aevv5@P*w8<@b7l7^DaYcs^5^r78t?KVK_g%7&Sx8SmXDmbKEC>q z(&#^Jy*C{`QM6mSJ3ZTw`PR+OX<50{ZEHX-EoSw-?&c!VpGjmT-IZL7AGJ?6#;IF# z&MI3Q|N8nU1IEk)-Pja~+#`+a=aaGXK~ZtNtoRxh1$Ood@$oyQELze(N*a?0?TVJw zZ3;^56>{Tu%0yeQTi#nzdMTOQ%lsRV#%kXw7j3*Y8fK1Mo7ampQYa}a*BAHit&#&h zM;O)5uM>DH8Tf+SU8a;ZsuTT(3xfTIxesNNIi*Nz)rz$0hBzS!O3C|44t0u6mWg%; z2^`6Coc)|~{kn8R1S1#8u`}yhDvfQ9Hs<30jUPE(($JM!mqeG28!^V|E!$Rr?%Ozs zlb?k#9r7Xe!Ee9OfPwbf>}~jR6Ep16G*$AnQ=;HvEu35tP8<8t2lX7CnM7s+rSR>ns}w>(p&^k{>Y~M^7Ec{e+HtD(-nXh$jup8d|-(50kX{RJ<~$4|eF0 zHT2gWXv{?Lu8oWcF;Cgi%uxFE8L@t@0Y8wEpX!Qd*NVtf)el%#u4T8Dw`B{Di8yJ` zSZDkQey}rBJdcVK{@%@JfPe5K$*+22@~suyZ?msNPTj_8?pw)b1%LX}MfA~pQel@7 zzh8Z3V8B4vgLRvtSU^)6%mXVIY?JV|U@+^kKK)xTnnd<=X!WXN|HI{RAXb6qBbWaT2Y# zFM5;ob)YF#bQ{9x;Xl7P%LZ~^wQ+EloR2TAujR=3dX_FmSCP}*&}n>mwxqi8wvw+r zjgS0o<1JhlGfs;$H4%r*m_OiaNtpRnLSmeOG>{omZ%Z9#zE&R24Q{>W!cpHb>IXKkr1HIGIr6>Cxe}47JZ=nFyFT~}9lnRtxrM8-0gr@lmyst? zEbu0CEyv*ml3Mk|!qq8I_f%0N^RyYL)tHig1$jzQoXILlQQWwB{3k@&;@>d?%VzM^ zrPAu+80C{fCDpQ+cOu_JfSs=H`dV+loXa$KTjsMW>dVJ8F*|l9kW@?AoQH0Cg}3mU z$i&baIRx&Z#i<7FMU!$5wRPAg1g7sruP;hEU-TpRrudC@VMlly0F zXPq;=wjgVGCnd@a@BS-fNG}jyL*otbT){7|Oyf~*l@vare0H=@tN0bFfQ2MP$JT^Y@1Q9GsFUQwb1`w zSDz4*Q|o>7J9baF%%nh{(W$yjD>|#(P4SBNtgj}~JT9{4BS$3(^~(qB#&YgN{0F-OAo9KG&S73-nN{%>C-<*)hilVPNB&p64XwaY%tf|!*ysNv+G!8# z9x%*BeBMUhCgFb=EpCtKH8g$@iT@#8FW%`FZ5 z?gQ+c#ma`qadKvk1r?j^BT*ZkYBOH*UQ}x!Atvsv1+V#=rbxZ&UZqhV`Y*vISLky7 zPV@0zcdH;tkdXH=PaaQ}z%|hnkxGVdv~6_pm{EU2|ICiDh5n}8r)rMM)1;P}l6kN0 zRgfk~$mp26iYJTtnrMMY<$K#Vhv?$r4&V`4IKaP42Ag)S#kG~EG%X8@^EaN6dV!Ce z<5%Uq6?H#XCk3zSng^>#-XB)_Mta*T?u4zclP6k~dHF@>SD;{BX@0mxz*@vW_A49o zlN8ai>g*dSFDOLu)CmoEw+c!EiG}(`yP}o2RI63N;vVx1^W=1QNVgzpHqX3Y2tv9h z+9ksLqYR9F5Uqj=Kw`my(e7xnF4eVFu*k?wrj zj)$VNL%Iv0w`pMyfIWzw0oZsG3Ntk@> z&u9$J)dY({#~wtli6_^L)oNhpAh>{Bg~~pNI|^@3b7uc9gttv2vWr1~uLO{ZRacGa z&EUVT9MU+5ee}%?L1S>LPJDr}0k}iC8-N$&7K65+Fi;Qx=e@x0zR@9QB~B@|(2MZk z@#eI4^mij@HZABb1|4`1q7kdE8Rwh9m#u)f9mD`Q41lYrUSJ|9EZqZzZ2|a-=>HQ= zIemf2UP^v}y)BfLUE3Dvw(= zi_-|*RJW$*>benM+CFOY6i=D20CW-#g=Tg}YX*!76`%3j8gfxyc zF9uCseT_mJbV!M>g-wIt5)xxB83Qu%MJ__6_lsPBO1l?150!cl8wUq5t+sD5XeIV3 zr?r$?j!r?Ln&1|AJoUL9JY89>bYD|gEeNMLZ%*0cw|KM&`xLc0ST%@EhJ%o@hxbOg zSH{sx`zh0A z^|uW_9eb3y`rr1QvwWTh-24aWgw@DO1L6D96aD!%W`frF7*dn{)V5{@*7=B64=3%2 zoTMW4Kkh}8Ae=G0Ii*I@(+J$)5#8mWA`e0(;@G0sHJCMt=(?@hZa>u_s){CG{<`(WCcbORw*o>gQk+!^c?f+d@aFqiR#nK z1VnS*DGvB9lLbaUXXm9CFmU`68K(j{u^!tw3z=^QB`@k%$@Cm|6C(F)278aD@G zm8J4He3LR%wA;Sbq7B(sll@koTc2=H%=$DYtpu5xxu5}$*scT>cn~@h$IU8JJHaO` z+l@MksryE^pfT82b2Oc%u5A0?{pDyHA-)WK1-2oc9}z8eDag9o`$ew%2i+h`m>! zH@XiE$*#J#8I}_Gd*Y)g=;;585Yhl_VIn3Y*tdyb*`OimBqk-;w}l|tu#mbM6mdnA zNQ^mUY~cz|wG2{p5|i|e9zu(-t>$Qf#e(qA@loV;^#7k>L8)y7?gkA*CoyqBsU3v3 z4H^zkVq$_)y9gKcGq5I1c;iu_FF zLj<>m8Sk~AI1hnZV%2G78xMH(<^5SFF$KZs6*OBrQEE?k{pE?pwV>oHE+4*}!pCnL zFSZxdCRm5sUtjFa7uy?Z>%Q1OUhLf$+Xrf=zSw0i_Th`|3vUjTy&m-AimR26qWJOK z3ECcTNk8~6K-n8&@GB=6+r+VFg|%t%WVSJPmf-B#PFN#|O@p(T?mgj2+rPmH{UNr9 z7Mse=g_ZGXg&*e`dgXVQG4*py_nvQ8P4lK|*nf`%I-{rBz32YMZAf$w+t{lYSV%kB z>Tp=IMfHSii8#Z;l9=pTjdjfWpRR*;)Q{9#MsdU(C*7-&-uOGpqiyV-=Ek8dIOp$1 zGgDKXkmr7CbW!bS8M~EzF0PUoEq^%ZZ6B`w00^Sq_9Pgf$xj45dPzcE*vHkp5IAIR zc?f{XiGVO816*(HPj7eR<}NFkRLo<}%+=k6zYjqB310dNDh5@|wKM2BR!r!vA1f(# z^a5UQ3XK501$sbl!2rj&k56!%O$%;_(B*r&EuhQ5I|--jbwlR&+Y-w+jMaEpv1j&J zrwo9=5WXAzre@3{P6q8TP*Y|GM6dkdcCUGoFMlm-#{2zVx-Da62l3M@&pzRNWE1tIVio1fUmclPpw8XNJGrp@#?XZU%NPAYd#m7l%!#AmL1eEg zHF1FN^FSO*?_sR!`D~N@uLzV;%4Kci4UCjb?>UYCR?YLnhNvdPb z3{UWDCN=fhkcAYX7cY>^UmYZnxr&|es{JIv6 z%5pA_4M$unCbjaIqrc1-QfoZ&V6PbIqb79AJl)(+L4P-w8p`2X;rNZ8=o7oN@xv>T z*w^Z$Pp0wsq#vtr8s|4%@X>?WMt)P|9tRoHJ5|d3Va@tzQY4jV1e$5E6yOe3l#Q?Y zu(_GTh*RVF=yS4VT>d#+F%=7vF9Rp5H zwRv}sUv+z?nE&?js{5!~SU zV7K00^6L-tWjpYHTex3E*bKt;ei{Z2;9TE+hgCH)9$*sdY$OyDSP;p!XGbUUrAN`v z*^TRz(!qL|uOaOwj2G2})cTJFgMy88dg!eg9>NN9#g=v2?JwUIyRQ#_jf%c!w~sWO zr+cO;2VAhuj8(6XaCbf&85JdObd21@;%pT5evRhSUXavTIXcQ#$+WRL3F1}^ z8nE*)PaRH0O$%t^Nk)qwuROed1?=c^fq9$SD#tQP1iF6GdlaS`|@C(0y=cI;A9lg~AbPY_BFz4|I zM4c{k=cJbw+<0Z94@wt?(zzH8_0|+M=p$y?B0NDg}(zKZ8A zB-1{OnC`KsuT%<;(@d|}CwBE}c>aPPeIvhIsD$aKDBLFJ?$b$vdK zlvj}10&kpBYh_CrM3LrzGf(q1p|Uh|?n_BSjXqYiv3*&qQOA}hC+u|z|8=a2f1pZw zDag3_VHKwYV@7Pgsfb%K zA6)ol?n{j(@HUcBv=zF6OiH@%bXiaoUYGNjmYRaMm~bn!y#NTi8h|#xqi9F9lY8Eg z@i|s;DOidnFv#G=e*SLO!DZsuc}1;kR;OmmZeL$d?ue2&y~P*!fG<*g8(+k}Z~e5B z_uOqmy~%@umhJt`a~onu8>6Cl*JtC`_XFQWqH4%ZyS@PPT#49V zw{(7D1eyF1`RV`q9_9-70De{{2Sd!nOys9u$Sq90ZX5ZBJLYb`&w4^@v1I;uo9aP& zimS0Cz)ZN#pUkYsGSMPY>?Wpo_}A3Zfp{N3iW*<&^(Oj3UmEx-67@dq#11LBcrX^H zaO^$B?{!|3=B8*^r;i?@A{TmlEB!iAc@lj3ybs4)@T z%rQ69HT>p9eneK^JpVX;=%M;gzkm@LSW3ZrGQtc0uk>IW z1)sULo8bSdjLZL98BZJKx_KVx099|4^8WFxdxZCQlgw0|TOOzgPEAp#;7Bo{29Ds= zd`$Fyev}D{9fmH1O_J?CKmcnI^4Wpvw_AuYKFfVuZdA=!QNEyy1ssW~xVLhn zU(ac*?+<$`x^R1eI@mPB=JrK+WsiQvUh85oRfMK5#prgoe5km%;Np|M1p|mlRH}@3EtF;ANWqW#c)Z;+;Tvgn@T}sIk{hC>v$d zSK#TiK0{o??^yXLb(mSXB>Fb%GT#0jq0nJ)N>1do)c+Q8olgBnsRC~1eF;dlbC28h zcWgSX2~ph^Jj2M}!gSV5XB%Rv#WDtyqA+_hGXq@99Ie+YiO6i9Dy^JmL7Osh2?1pv z6k`H-Y|Y~QKf9ub1-`MY#R0Yg-$hl=%`{ra zp-Z=$#6N)yjy2VG^kPLmn(ChSGiXDH?9*;GJxgYM&eOr=1WE!fxOsAjRfgHUf!jMY zPfRJ+ba6sIBm-ZAtPzF=rXw!}Y$r=05Xnx?;UM`!E`purx6BT5Xm+Hj%v zUb3@)oM%Ad7m#>GezuG4H<&##82&KCNgSG`WF3B>HNh!Zjezwa#JMf$Inw(Rw10th zZ%8D0#AQi!#cu^1z*&z>r1p^g%w6J0Aj5x66}ZzTd|OpLw+qla4d(&9)1P1NwCT&8 zUWDFhY!8Vufp4K}aqZ~&W>DMf#in|(BiCXh$6}{zA#LQi=_Z9EjR*B^OCJ6ytShA$ zGgfVvRz6GpI@v`d^9L(#ORjemgG+N&cH(-D*6Bq_9q+0ixmURT8##9!YXlP=twCHa z5-@^K?DfP%i>Ki~*5ZD}h^`)mVS7AK+VJ((Y+?wu<%W|6?k%Co9o_UyIF*PYO`@eLhhTyZT6(Io?fszUF0X zO9+DA%D2k3173r+E(3@)=-#t@!vXT_#FJ5p_Pa8sUPtfYM-HJ)+pi^FdPhFlm7NL* z0%#?paV^I&{k-x1wDAT9VJn%Tz)9?@TXKi6a*qnQ52`xlKf!$jr;T2Aib3>*=>P%+OnZx}nG|H7Zjw zu1qn~ShcyM$o)`fEdQ>=Xa%mj#cKJdb)Q_CG-tj$uw|Zf#cA-fU@duIo0s|%-{7jX z!!bho%D3^goKNYeE%&D_&Fvo2g7vcZoTAeBbdYEdk=M%+jNdDg?F$p;)E(XI3J>Pp zBMU95pVaD~$Sb3|N?A5f%`_KE;%~swLfBoLjx+%)vep+`8G&2JT#Pr233GLIl6CqL zA|6eI9c|Pw4y{PeDvX<(u76vn@AE{k?&-eP*J3uM zl;P+9t~c=~?zrZleTP1ZUZsu#WjQe4#}aJJ5?V1|4&?Cx19>u%#kHBH)CcXC^icFz z1Odp(27rzpYTLcu_7Pb24|a#Bbyj$q?s$x>V4-ItJe3$PJFMm^ed;7%Qb0mVfc%0bvrI4(vOtw2@?ky?yP?Fd%k?w zRJ*)o_|Rq5R=Z1%Q8s~ixMsYOF8qwAlHSE{{@m87aer@lddCYn$zHg&ov0Q!+=vnG z;&k=jz4Ui>^-sLyiRkF;ySorx;M1MxLTGOyxf`2s+_-4xZ-@NI;+tp^o;ja~YqaoL zS1y92WHrIs8|3do(wABHywh76|9G!I)jE1+1up5Zq1YqNQukDeB-p{uQ^VI}oms;i zGCCvt?;_7J(_L!Kary03eE9ySXw2>@*+_Cr%$ho)#j643-Q6~N!R?YF5HQXVq zGaXc5gS@#S!R={3TZhwO=C#&e<+Y;N!yLRbJ)$?@`Q7d>u#zw2%r@b{F!5=`gL(or z6e5-7Kxd$})&5Z1F?7yL;Yfbg{#<7?c+P6$8@K!TVdb-*ji%8`pb$m_L?mms1R^Z* zbhtde>HVwDe*ky_clmNA{>PPYp_8md)-7+(F%Oc7w(7p7yO`(c6rLC8{o=<49VYlV|Ls@&^S~7q+sTbY}CyRc) z#|vvIx>!kL645e-yoBMwgp2R8!u=7paVOFd7EJfm5w^kl>k^s=Q!t;eynm~EdJb+} zvd#_CBVC*${6*~&n;58jkyi}V4-LbM=x~+%7J{%~r z*-#6P>`O8+Vh&G=0}#?4POF>aTp=)Ex>N|%lWT3kI z5T?O8MRfRbSx#}6qiO-&Tp-q^!vlTB+wZV%Hy2DIp5vG~9i+!KydI>d0S)I3>zI2r zp?K^d?ImJ%kUliv0pa@L?;oKrmtS@nHFnESQX{K79qBsnlGAPuP`Nr(2oE)?g4e5h zI%kCTAOc7Aqc4e(mqgG1Bt~BnGyjtq6N=U8*!qmk*fwLQzPyyFoH!|RvrKlyHG0Ke zd=%^qaSHyYX&gLM!-w`m@8f7l%}Pg_Us`HtY@uEpi-!eWeIN56-gzKgV@v;z+Yc8H zkK!4jTAL9!g!Eq7Co2KX?$y(I4K*%!vzRZt# zyZbkc_H*a@Ml+W`iz>9r3&sWPJY!ntoodt?>ezp1|>Tz+(1CsxIJ_wx3pU<18 zt_2HcDP7k(B(_@jD^h-pCsnv3sSoS7rFnccu@Ybm_>PRVAX#D}X*iQbPJhRIMiW}8 z&zw@HHDV=i(8dy5>HujJE2;snd`$)3oq{Qllf}E#9@4l+T9MJl`8jXi>2RH#aJkBk zWqeb7g~zT>P6^a>$w6DWrah?H;9)==Yp87hT~Qd+q{Xpau{PhARPSMcs4>3mxO8vv zAv;QZS>3nlJ@?jV7EuUYg707*gYUSZEdL?LNbZ(avceEZPr$;M|G`2OXxEQAKw3rh z;&y%H)PVezBCdg&hyTbgm#XB9$1Ow*&Rf&%=h@?AKM7}-TF+Tz`Ws#Tv^LREc&n{E zf}^e6)6-d{kV`g-4IxtnvfqojYEx3#hc;eR@Pru|rF;>-b@5mk9eb+=H~yvx+r_&1 zdyvCn>sx~>ceJ(l^W&-x_4VacX<&^u9BNQ;Bfa#zGDPKDMdor&P6>D=;FVP68ZQk4 zaA&ALsDYYTkiY7;LF80tmmM|CEg#?BFlTp<_gCc_n%OL9cjsvDZsbB1CuZC>b!)(rC-5LlnOOw;u6;_fLAODaaG9E3^&gnq@Jw#yR&`(jV20ey`l%?OY89 z%m2mLTZcszy=|kSgo22HAfR+gw=i@o42TFgbR#uL4IK(d3rNQZf^-Zy#1H}!(nvFO z=g?i>9?tLm&ikGBoa;J&tebn?>silU!^QBdz1OqW{^Mmf{-2+8Ku#Sout-0OO|JVt ziBYQBso-NL?2~wXgZn1af$qR6e0NNut8p*0%THclkv_~;o&4-6uqx99z* z4mC5qaV#XQSX27Mxu*1{li?hNnHJDOQ+FEQPfAw zy5fR?pleT2e%Nxc&nrw|zl$iyV_<5yuf2X1v%WH6;Nsd7fk>IsM`fLFVAg{M44hpL zGcCDmQD@TSwrhqlC>j(O7I7ZA$WN=5%YK`!NnN9KPM!Z^GlXtI7KPqU_!o4w@VcT$K?RsY+Z z$j;1~wBHxNhpMGMcVZ73S4-kk?7Ky{au8y1=px?vZm4(7spspuh&Ocntz=FgS6aV| z2;5^BeaPCXF1wN@V)^Td(3;!}xUU6V-GG&uHEX}G&S`)+&CTLyl~>2PnK^TO*=57( zLmi2bbdLl=cdd5yGgycGMSo!>=lp0zC1>+!U8QI}lC02GQ!djbQWl^*TotwTwmBC$u zgxwNDe1J(%gj8Svk&A?R`$~&Gv0lCQ_7w}y|o)3(BGjQF7g6KwW z!OFWgvK-c$;)&-^U?iPyI3}rC-Crk`<2tMJAc)4wGB@%=tPGap z`cvEm87HdT5YRc2*%XaPsPC`kVzJ=fhFIF?{3}DDHYTK@_;b7kVT!QyZRH|F(*Y!HT=0Xz;@Xk=2Gk@{t946vLKW zG|VZlF>cM4{BNYBK0MrabSY$do|57!Tb;s(DsIhmwE3*+LlnFEM#Wal`^xp`;;VI! zUmBzNt$KZ(HpjeyMN@upWy4VDYuznO@%_dhS*<%ZduZXAwB*nuj)r8nqaL^znE%}3 z%*KONzkuoenhs~?o6+R(K0*Br0V?tS1H^V6-WN}aWZdIl1aHb?s8?Y>4y4?p4z=Mp2ks9mT<8CAZOX~^8Qu_s?hc1*Mo>?}-CXE3_I$Ij!6LxlL#x_;0 z;x0u~BYUxxFx^^>;R(B+sz4}=JL@2+qc$KwLkBYNxCPiiHT63;#2)BzVx#*51(NMfG= zCPs! z;;)EMYb|}dyzs)>iFXtbm&z=@vUO|aK#vjVIm=Kv3@!QdMUByL@*7ts)0%k&=axiLSlX>Scc&_VL zW=(LJG(1;U`;>*yFkwdEYPbNWBzzKYwwvp zZ*c0fDW2MrTHTK;7Oc|m+ZdeM3SZq%c6S9aoYi5zO!Wp!AUNHs_%r%8UI1&;tNWDU zH%(lNH%*%EH%(zTP02Yx6D8pV)KV_Zl~f66aZpgjwrjr}om7$7?$3g@D=c(?9*7DC z=W4qPg?PkS#{3Two!eDz^h?{F4EMznB-|C#x_#J_2AXGQx*%}1Ok$T_J-n}%$ zJ)S%z(el3$mSQjGC9lVS#Zq0x6suZ(^?_P4(Z>H)UK|W;t*-8?-dPh9_1Miy6#uc# z`MSGNqsfYHdFJn21uY1}6%gcb1s7ITHtPQOOy&yyPL&81qvfVbj}c^iR8=uaLjJ9G z2i##8LAN;5K+So7-+n)mOa}8btZQg>>C9X+59LC!Xi!=mFxj==)t!j9ldu6Nc#9Aa z45t)&sqPwK()jUd2)D5?@tess6(a3z*rAt3Oup!=y!`!(^)seB(=Xq0cA230%pV!@ zJ@O_>N@Vc}so;pPvnJ(VDpyyD%XX{0RDj!L0$<{|!%{ZUdJ9@UbIk<29=&frYP6W% z`In7#d`H+p_J~=P8&u5xawOofIUPt<7Dnya(VF&_NmDox%XFxX(Ke4%nEU~qc6>K2 zv@E3(6jD{>BQlt5-}BJ>mBS^z>x{HWNRALfjcpd*hDlnIy+9E;{j>O)q?BkH*{k>5 zqA98SnUj;nR_TsP+w?60_(}J0`jfQFVI`JLwGv0J7OI`O#B&_-_$K1&lKVQp{g-%V zn;c0$8Bqk|5yYQX`1$JAky4*8O6C zm&fJ4c!4$l0YTc*nSV>|MEB2@#g*NkeYgki9b5cA?J`WOy|@HdEtXS40y{apAjyGN zreuG-lkk4GaQqhUX^!P3dP_sCeX6o5?q-oBDjA@~18Ve_XuBopIY9-TL*?c9DhvP-z>;XVrn$~IL^B%> z5a2z@e3~gee23gr(w#$PkAA5P`@GGzmSla>uO{v|ZVH3(<6PQW+&()^y0_Xc_@tkt z>+wD!`QPKk*?JefBHxr216dmpIwb zr-WOhi{!|B{j{k;g+X#GA%x~Sa-w2QO#O;wk?o1(mAwW1NuLTXg7}NO@c>jRB>3d> zQ2FpXkIr~LdLQCL+sb528Sg>b)$PG$!Vk0u6Q52TPo zMLRY$jDgk1opL9~9e)aEzLeheO$vd~SkPZtG0PcxvU<~0L6psC zHqBxf@}rL)#;8f!I^r*-BM9v^ch zu_mEBKD`U^Je>UX_;|haH4|o7Bj(Ly0i!Atrsz2}O{tAAXI%A)^+N-Gp}{Upnb06R z6Gr5Wt|^W4NmCjVP@+O+`(i_8)!g;pOb(jAIRG>N3Ktr96XHo4)RsE%%~+N}d8>eU zWH`I3*GS*4T}3Gg*%M%9?*a9}#h_|oDj-J%PiM)qBZzG~X-zS4&ASEYRMF(cTwE`^?|<&%OPbD%aMoqO0tqjy@7Zvlrk;Z!njnTQ_biPD+H)|M)Ul zbn#jmqjhzEo*F--`l$igQ1;5DBKiv7YP*E7MmH%DjRN5NWRZ%>Ym64NDkP*n`NlCJBkKEP7AsaF z#7Z(F|CkOSZxZ^s7rQFNy%)n^TE5|1<*bHd)>@!~RY8>9AZd|Bm0j|Kk+)dr|9Rd_ zDe7$aK{g0OWV8CvVx-?#43~$*c>1?kfcu^Ohs(s>`iT%p6!2I8)9mF}L&RTTNp7Ll z$JJf<185LOIk5bm3_QK%M815d8=OeOBW!H3WZT@`IUbM{SAGw;p=Sne=u?2@dnmBL zUqdm2wc_R>+FM%G!tX7Xd$e20d1uC(@4$B)=ht>cgzxw*Iic)wpN{UR&(iUqdB6U= z^gIYsM@X__!}I~+f5Nm>&M)Q0o?G8?8_Rj<_hvwfUREL{jE85c|56m{kyRj2gom9y zkt^ll*)(CvkfC*e=hED-EHPVLudYnsCZ2?nZboME?kRRF-v5l!gib8WnW*n+e;E%a zsM&Y{S6L05>y_d#Q%XR%!v_eFOi93X+KW^&4bTgQ+3JX`XraN}(WBfSRzo(PxB~)! z`C}`r`MyAehj)%$%RAs?!R=ojRhw0dQl8Ap6i+{(7iD zEJd#VzY(ROB?!;I0&E=K8(e)4xI>KD(jER2CGMpCc0D?4A3^*pa@Spwa@75 zD8!avB3z-NA#&1~ZHCN2@f7*EYWj9}6zdF`df%SiqeBi!EHS+yrs7?Zc$Jl7qer6M zKngi}g9jAhZHH*t6gaA^e^5RMG%!|At&M6?PG$hDyg+Wb-L;T$q$BLf5vwJeGS^w< zC1|`MZ#otieqiG%Zjm#9*n0g5wGWIU3EtL-%xT(E{f!(ohf(67ee8>mSJ-7(c#kQ+ zC+g~8+SwKLPnp+&C0`f5lC4U>9NkLw>@w2y}R*EzpY056&LUE-lc^{ zx6BFfX3k8bf%1DTUx}3`^;^b%>I}~-&w~9QpRx?jFQN1$X2xGPXPA#CD>P?}-ynDb z%Tut3RBSG`Vzl+guL2RFsfke8r6t7llNbS8Pl3&3g%+V)VB{rRyCpW1Bxq_9RQ4{m zl1kPQ%VZGW+qJP~qsb%qQaO_2^l<`{VNls(n0$OU43a3K7^&6ug>4)E$qEM*FllDR zzY2(;ckJPB3qy5`;Xi^33n8Tg(GlP5qUK;LrsxGz!~FHV7?Og!y{3oj}GTF zZ;;a8(AS^Jh(jl@f@1BW7Gaj=R01`ZB%Em4&aK`qpCxIvtSvg+4l=G%B$2b33g38co}~ z)%#B<*9o;PCEVeJ+OHr!o5bj56W^Y~sMz_-RGmv$`^#0GKQQoDs5&Pz@K>rjS5WtV zQw7pT(+*yyBJ85pU^D90{cA8wTdIKCDK<2I7Sy#DDV>joSJ?Hh!z}Hn{?txcq46uB zuG2{AVl=$ku73k&38lhCP358STcNHPq;%Q2h&!5ge5-d_=pzg@SVf#Mg}Jcvw?5{- zT_s(ChBw*0-Gb$OqB28Gy_&=yhYCNgl18ElM8 zlFODtXS~JZtL-JEotVm&JzCW0H*=%`=PBX7lBDgJoD;v{h@v27kefWnsz?&%U5GFa zYN^2CfqFL@wk&HKE&~Y(U0&lJ-bvi(T<(4IF78Vw(>m#)bCG>?`ub(+nO)SOPwyqN z{j!Mu_o^aqOmjOi9()470g?X(RaGw23d;)OVLf;xa@fm;FxXi>-a6-MX`L9~xOOI3Q+^M)t;>_^1*HD|tz-_){@9q&;aSemv7h zG52+(vYmABR5yw@3WbBzSv(=ro5HCr~uT*jkX&NoW^fP@m zbNJEQD~q3G_a{s@Z}8v-FFwU|9FG7wjb7W|LqbsnitO?Y+G<*%UI^+!(o+L*ZMMDo zH#?-K)1BM9OdeaOSsllE5%W}kmlKAoMwSzp_Qe$?nXbys>95Mo=&zpeJ-SW;3R}DK zvS+PINaNo>7Xwhkzh03h1AM*}RpVp08oGWA?9PK-R%U_Fc3YJ+WKWx7`dWyGolT^A zD=~l$HyC|`rLEw1Gex=yx&yjZj5g&(xAX0adN7J3%Vb~UN&H}Jit)?Y?bm|E;%yYd z0>$DAlvr%LK?SNCP9?nNUG@FtVT0~#!N=D;Mj?g+y=9XJ62PXiNQZWC=u8o5&*fSX zDY$i8D>QrFm0g}CEa^zy@ErIxImlj5m>xLD-a(sQIK%*LQ{~U?mta~8S>3s0d!6C$ zFSuF-pEfEx0G;14zS~8Sh5(X0Js?GQh}H#2bnQGoYn@DLQ{i!~09|;DQD;V_B#&A9 zChFT(*j2`3+Le);3A}pfO@1bO0A3{-5dPU$ ziw=<3fIc}ZM1fbi0ijWDCgAF^_meZ_gPxC^8TK;1AqKPdsu|{glTyY?yq3DYZ!1GQ zppuLOleEW|S3EtO=n<&H!%ZEOJW+|&)`*ap=Li{k^4j}Vz3)mR)m8o8j5r=}%p>*5 zb;orYo7}=R!IkgwHDV}q_j;VuXz`ln0=3fU5Kz8T$&DuBpxiO`RP5T_mx#LeV*3;I zZ2#*AD=&0;+>tKZ0=xXjX-Y4_VytT{S#Jij*E*a(PVkiy^j38a)$CkY)&2W}IclUz zVTS&@fZ8OVc<-sbk7v%f4rpkc-qCk0Vu95R3b(DQ-ad`C1KhZtw+q==)F~Lj2j3(|+rRtV6X*+cd@M!Jb4;kMmr_654jfD&r+1%%` zcmF)7KfSD}`X0q?T$9H^nA?%XedQy}uh0C6z8}?}^`3$cYjY>ORD7 z{0$3y#qGY!_*$9j(w<(xA=c&F`0u*KR%Q$L($6A`tr`rR19=OzKByt9(?Bi35)NOEU5h-X#x0&qiFgM~itM^rU|5 zUGQ-?+&*~#Ya19neBj$W?K&zLnp-62wY|_4A4sEX2spQS_=$v_k|rS8VRPL}(p8_Z zKS(p4WR99}5Hw6-Y0?$o7iq<8MAM?u@xA{%vy|r>G&72&)Ry$I`G*Qhv+PGeS{|nk zNBERUOY<0~5I`n=4?8w@o60k+^YMwPm zs z4!0P!E@-?85sq@UydTqGPNbCG6#?qGN8*TLN*`Y|&mc8ip0d~S2N4DT)}vX=hrSk> zVd_XbFR7G{_FzO`#<33Z7RwNq$onh)6R07wk`d zqc08znrThV>D~5M$^_x3PM@cjOC;Z&)O;x4Y`^CpG)(I^)8KL2Ev4-!@-s~>X$iXf zXrRf=ybJIa<88(xGS2r1#hFG)Zyz(>8&}k0LGwsO0;zJ#et%r?PD}*nlYVqKvYaU$ zYz6YXJyBRx&X(R&NDp@Pg7J`S+fnrhpZklUph2!D_g%i#BH$GmL-#$W+s2}MqUMDYr90oJbz;aVhqB+g>66Egt#5P~}gOte$@2x<6opwv!i%fnJciQ)M7B z{I#S9^i?^6Z@w7{O8}7F>Y{N(>WPd;GU(1<+io-N`i4HRDJptcHc-q-008)^91Cf6 z$MA1C1^h>$b5};{xW^jW6_U}@;&wvNev2RFofB{9(Odr==0m(3yyc_$W-Qcr%^P}t z%*RlFC{*(>DwSCJ?6})q!RG(L$_^Y8;cABiK#=%n+d9zZJuzVfVi9FH;hY0KO-FrV z4+=QedT?(WZdKm+2q>lhEPNRf=F>0-+vuaTt#t*%AB#>K(_(Af4}HsaUsvm9_d3b% z!Lp8y69XSiW~Dv4CQiD0t(p{k^&si7R{~p80$T0tT%~zB_);$^QEpTv{92usQlrCU zKT{y>wS&>Xmd8^|hH0Pffcxuc6}MB@r=2-h-U-@uqWkUh!%ynxhfi@o)QOt<;#Tq> zwR8170Xz47a7us#i{EE0pMm02?ZGr#S#J4cI{PY^j9yawfgW4(?7{f)8SF9lmwVJd z;_olB3fOj`gXZWx!tQiIwV8bQW`*A*q6UCk;u8PC)ZBa96F&FX6dBlQ;Lg z+|QPt)N|2vpA|jCFZW>&fOu5NB*wY21NpwXP=Wz_Y2r2?B5R%_-M9XIn?ku>7FG1o zS+4iIwWgU4!jeqs^tzurc@8HrduQkM3Pk@`SzENC=bI7({ZcvaauPGMcK;TnBHp(f zWwj_m%{Tn|)&E;D7j=33O$A%T`xK+C7Ef9Edc;t&*&XE|GadJj0V*Jph^V#2zqo+o zq;!?zu5u;7FBFeeLE0rlOEURw-#2$(;j2amT^+3{D3J(9^L zeZc*$YAT?`7@3qKu$mKX$=6Y_r-GXV`{8$M(9|@Nb!vtq#?$t~Rc&s&sgdAHa_`zQ z6n%32`8w_Nntj;v!uN>i+37XGHRja*K)mNK#&dPt$Y|g<$yCgsci1bh2Wk(F>sNj( z#Vm=-s&0H!+(1g!VNQbZiB&hh`L6cQb^{eMV%4pNg<30J^9{oZ8Q|-|rmKdIvinuk z74PGPpdq z6WBM!1^Le+o0&h3P-S!DzNdey@KM=MYF#P>d2wTQ;%_ILA)jh z&8DoE@%oiIx@fzskK$KI{5$y5dE^yrlR4u;mh3XCKI_ZsNG z69g|VtL)v1nM{2{o&G(=>F*sqM<+gaKNV;%Gu8!MOo~N#Ax1I(d&FC6+SnA{P6olh z3Tz~AJ9}O&;i%S73tlkM(j1@+Bc#>ua_oJ%IC zUS2lazcoIYYDaC9k}}wH$JxoL!QIaus``rLVQ&w`3Qk*%$dZ_pi111(0pnlo)csp4 zlc~KE$t^c1K5JI|e+ z9(zc|dCAL=MD_PTR&mH`MTo_vWQA9L61c4{%N^W$G?f}cZIqFsF>vR-vlEwxUl>$X zfh206XM7b$s8-~KxRj#sN+!X{>Te@eLQ$Ln&5o@gRz|W^9d4-Em-0He+!< zhu~yw8TZhS^)xh{`Xis0{9BTTLp>DhpQ&54?;qZhol4E1{>WP=uTJuIs7GWS=Uc7F zYjLS}!j^diAJ&%z4sU^{Qgf(h^HQD+-;r~1%J%TfgQ{whydCbTS^uoiqN{f(l{Uv& z>>*Zs))Vrya+b@Fo^*2cCBBPTak3DV@b#|JW*MVL*TsitS(cKIQR0I?{qbLt$Pf_6 z+Bv9e7jC(E3EC+l59Z2?(hue|0?M4x)>*a0=+0jNh~B`W3)S>|Awe>+y~D_z`ma^5 zHa=^$phY%58{D7;7JoupklA_vC%8|2t=b=v)mgMqbF+?45uanZEXhqfXvy&DBr#u3 zveJ++uSXtg3cf&Az88E!ePm`aIA^T3TyrWM8*!|hf*I$Obe4pg$MVc{vKlw=+Z_qh z14Rpa_LNUkj^~wcs}Hh3*T)?*Py{-tC9$_ew3{M$ZM%l{-^bNiGO0*dWDvQo1s%+O zRdJpLW(C*4tiUIMZ7yL!@`{rAr@fqSv5HET4fFKp%(nu}-{n`dv#NGSWw(M*2LFbA zt7*!4BhG}V!eq78y*Y!c9LDba4_t5<`}F1$Xu)@L&;4r{R8MQgJo^vL*SN^fQ!%zO zlbRqy@_9S4BdPxnbQ2TOd*_C~zrrdu9#~CsN8y4jys$_A@a&Loy3H)I-E4t`b&Q{1 zsVR}dS44vU%F&CHd;t8GrkE}X#fC&U7Hlg1VY#`H^2qJ54o#d@bP_=q(0Of%Hqfb$_iU#LY zbimd>k&Z**0q>BP!%2)~m7+0nNCV679YX6WkH?+&B5g%a6@}mz3@NHt(O{PAj_erU zPS}5RqybAKV7N#=Zt+5vUU!I>v8+gRUk0gfX#n^YzythdzeS!8-(v^-8p{Lbg@Ad$ zQ^4E~FdtwB%qQfK`id!lxgHT%eX3bnhj`>`-$VJ>c&ZwUlZ6Ci-3m zsktK3f!x@^AM^S1NmtDC)ITe0Nx4f6D(2NO8(2iCkFLb<;u8hEp`1FEg>L{$+24$(Q6=mKlh6)Anp0?z1)G|4*{u75g5$BR?EC zZU-N`I1mi%>wgXG>rW_wmPhwey7;r4N zaR5jC^fd$T5hDZMBev)KsQe*Un>*oLAbIB12=g)|QJ9ycJ|4RxFa^6ckOiTas4?-p z>|yz(iwV;3(LSr1@Pb(9;Apq^Ny-7^^4=x3@CZ9EwY-YlyTol@wSVM<_?X($Sezih z>pBPQ5H#HZpYR1FB%%zq{!Fq{COBXMPaivR2PD)CxGZsS)bcF=sxWWDwy=|I>ugtN zhW7R7t2c*p0CU_SrZ1t7i<4)X@A{rgxyz~7fHv$tuE<9xm=AEJxeQnvWoQ!@*5*=v za8ZW}TZCdPHS}XcYBD@0^LaYUM3lHJ%qzlHsB|kuXBf*K)`+#O%ygAynOnWTUnVdi zKszW;mZ5b^bWpxGL%_$^LLPoEbI~^UTbi2Zgi#x-DHY-3ibk3c->Q&!l88#FOx(rA zu1#)C8jF`~*2UGY*;$aDT2o}KLPlp$l0Cf5-ko#5%0tbORelM;#dqCa3$@pTL1s6RK%6Y75~RbD|BVo-W_8mDK_ zCtN^9sHTnwIOXqgeYUZr5G8GZ&!hTm3p?Jx&B~HzK(?~k<`%d#_-c$KBjqP+m`Sc%hPvxeT^Uw8elAl6NWr*u}yu7Wyh%#%yFp zAMh*k*TRAgG_c@Q3#-O0TUmHmzwEyCu%6jN5=p_V3x00UbwxkGt!oTOo?DOWEwGS{ zg=NnzzN6&n%9Pcm1tt$pfe9v$BK8UMO~I)vhi)FuqOXoRndaS!2gWwc8QLNjyxlxj z!v}On9!Uq0v$8~a+)Xx2hfHoQQagji@;k{RM{WH!2571#8xt&80HCIe%Xg5BK2kVH zp2Wfw7P_&}gN5EBRp66gp%4p2Sa^RmwkT1!)$3*ENHbz;DZy1kVpGOX6E_*;GM*Iq z8q+ed*{#TUZ0rqNUWh&~Q2^}^ba;QrfuDXblNvUBo|vsq^`}n#dD-j(T|ZNwym$Y~ zC#*3inNc&e^2TP9fnqjA*`DIcMa+ic>_rwj;zUKun&KOU%d*~&Q5LM?U4<45-jC}n zs3n(AK3B~cXBbgE$#X=468S7q{ttCs8vUb*Y|zCEl3~Sl(d+p;;$b%Y8uKIGee?N_)8*B``5OztGs9c16wdmWi>CSNK^-o;K(77~ zkh2dX(*l!vj0{`&TfgJb=IS`07oYAacnE)g(5gLNo-xFPbnV&-kc^ z2(UWFS~WbY@p%C|#kEgR+nKnu@lrZ$`1N(%mBHuvj+6Q`N(O}RYUFJn|A6)DLSM4a zogVqW%|t4TdQ&?(zH8vv`S30874aJ`>acutABkQ{e)g_<)035<%H?o`2BMgwpX%Z~ zG3-P}OSGp~-WzSBJxBe!$Z9nb<4tzy9sjoH6@l_6b$53 zWe+QPEb!tGF}a5Ye{;&w7^mf6eYOQV$!<6FuzEl|q=Y7$V#nxk2-mH|!} zqaY{0tz&(BGf1vDUplYMot|Q%ivc|>7DNEiAzemCW!PSHpMpN&-X$n(bZu`4v411SA*ITa` z9Mj|zg?Z5DPIt=dB>-aDnQW!DhQDmQh|hzjf+54`25k^#T(Vmc-5yrlW+Td;=Vb;HVVk$h>)W|_&_r_pApwYKH{8H8l$!@F>-Bm3 z$6Obf+aa#zK&;%m*t#F+S2-m~FeUJxe>Cp)Jwr~2I|&QPj`JB3y+ z`*hSaxHabDtN6jd!MUfLiFO0;iUqLY6{yTcblBr;k(+(Nn96U4#kB|jU&e8V)1C>!mfb{&)yD4BGkZM1~X4yL!1d0T^KW%msl;^O$ zAbj2yi;cf^cTEg{+&=H})hI`s7LSc-QSAYwe1G7DAob>UTs}t5_LX-AsKo7Wn-KA%SQmy46tX!Wq%LR zf6v@d7?%HJruh(c`PWOkpxGNjxwQwODtf@|HQbaRk?*fbwd87Aw)#zISRpBqtG25s zG?OF6f6+us5#`oUsfpOPqbG{)GWGgX$6=@wuh>f4l?leE1IMo0$DwPuJu?t{DRlMxEBXJ`gooRV&K+}mZ+mj;hU2{> z^iqiWDV2|zffRLJL}-L!>({hIz>-*!m>a88Vmn_5)cJ|JQDL1EOVZxxQa8F^9o7$y zJ8+$yJA3o$rE@uRcmYlS@&CvPNAth@uj@%Y{*Ql}WiqUvZceQKTe?{Pw~&61vHl<4 z4st5ptsdKPnwWPeom;7BT`+0s(+X<`MpZ->8AdFr%Sla6<%84_;}W{Ct#s3~JsG#g zb|@dlcCak?KRQHReT^yI?HJqHADNE^+!eJlm>QSKxBd+qpJBW*XD6N?{e{qdDMXf?rKt|KulR9#SJHM@?j%1%Qk0CD zGfm>Fp?&PtBcG4251G7*@)`o{Y47?@RNggwGCBRstLKv^g9q3FfF1zOth%J}4a+B| zgAE3;uz$lQunY@N(9l$eJ>Ev?h7rT(CYhA zkffd_hp2he=TYGP8ek$F8v9>?Q|m`xf8CfhTI5PGkeR%N&4MBo^OY92fHfrKLK)sUu=qZnG57Qyf>C zARAVCT=cww&u)czqbM6+t({7t7vHSTc+*x4Mn>BmyBc>30@a-JjMwGl`0+(J{6~ah zUvb~+xZAb?wvv2r#sD>=*`r>V?x5XPNl!%G=?0%d$1P;|>8$O&Oe&gcp>HkiDX69K!V7XJm@nGs>r<73)T44Uw^;HJcl@bPbdBtj=I=L z65Kw7Hfv$D|9+}YX|S?&5%(tB&?J%!svP)vnN=ZjBYchjX+VuNxZPUaMUHw z0yM!gLdRnMDrvcsfxYlQkg3|;Pg35TUmRXo(&M9akk1~we0KCGtERzQ&Z^j+Mm>20 zt%#KdeBbLU$1}3sN4@22zNoowwRo%??=f1WsPMP#Gfp55&_jDD$yol!J*`Rd426Qv z+KC`A3Jw9V4h~5Gf$QOrco4V&4v7PS8{v>x5coG75(5G^!6Dy4;AS`^8U${EL!v<7 zKX6DS2;2&Xd;@{o;E)IqxE&4&2Z1}_kT4MVFB}pI0(Zh8As}!U91;uycf%n;AaD;H z@)ZQ`g+l^C;66Ac00i!bL;OMD0XXCf2>cHY`3wRN!XbVj@DLp03jzqJ=U(5mMCf589fSoP?5(WVv9s)oS0O7SiOePS|w3W8Dzu*H}h)_DT`mmnx%#r$ni)kkXEt!Vf$9 zFWI&9(-hc+ULnd%{DIp4CZ9+Kx0Rt1NeC0m3)@cy=4;D6Q|4>Tmc&6oC*{5bhU{DK zxCYe<_B{HVh=UpteIem55iES}uk|V+nqO5J71bj&SKdDrO_|JR$Nz#NUdbnz$xT+L zFKQTJ`L|)}O`q8?%)+;!;Z2{UmJe)MSaif|RG~J1#U+qhep275VmT=E?%QDwZ3HC;b$Q_p9C?Pw?hOIc$H^TsPtYN zOsHJ=nFT8SZ_4(N^{^ru&(7d$j#f@XKiBFA`9we>Ju0<@bleqGi4b>VOVX)4tE*1$-N+lV9wKkY>p6Q@ zovvv}NM5m_Jon`RqW0gycG!DxNFr;BUW*f}OtEqP{hF^d>_K`hW)ypOiUn*b4Zf`L zEfVNijm1}r9u|F)PSDoZEI2cQ6z7q|FD3tnm>)f_V^EH?EY@aN2Gey*%e?wQG`IRe zY545!J%d0^-yb0wZAHB)B}2hDnF>2K@~j#;&wmfGosSMIMF#5YUn$ux2yqc@87f?% zg%HzVav`nEVj?Ocs@js$l01Ou*2W@Aij+?YL0D3td>RZ_OW1o#hOKDJxtxu#KMtgMoDXGh)0q~!HhCO%m&=W7B)(4Re zaou`av5u?-?6tJ}^QdMBYh4!5%Q~zqeEMOTxi;v0aDfe)aNWgDS9!Wuzwtyvcc=A^(;!)bVWR^*Z{ix_W8hG zGHRP6STZ`94S*aL>awt~#4_D*>c=gEX3Q3})csTO=YnZGWN?lM^oNwJv2yiK-gf2l zt6(d-OWg?7)Ki0JMQ>>iQh$zb^LcD4?ldmHm&7@)5}w^Sx>}xXlx?aGzuHQ@?D5sw zYh3zhVAQ9upln7MBB}REUrG5F(ciA}tK_I?rMpQX7kaWE>vbPYXC(Hku0F$^Mo#UZ zhc8mDZH0ICnzI@^x`?jTjPaW0_6cRix*0ys?jl`yV@Amk_i}WfgG&rY2_3nyqvhj3kFe>IB{LUEQp9-X9l6GiEDsl+fTe9Z%7g*y9fzdvKF^BSuYp{SLJ1 zAww-#Z9vr4o6s-@Th&Qfw<>Ru{C;`WwK!= z&sWv)IE~5WT2moH$aCWLe9xC_zGM;cIC@pNSO0r|Ldv(FFA8%S=ZzM>{MO+cAQ<@` z(qJ~l_{95f^4?(^OIKF?6&VLMWb27%4M(WGc;h)$H{*(p*}eGowVb<$$J@5*zi}So za`_=XeqQCgB?pA)P)3YE!=n`(K2FKQOZLIr@4I3@+#@{%!ZqbDom;tNgKZ?HX5fV& z-m;wCmP7=H^##u|d&-H3W|7emjlEd*(bh>zjtWn}*yYexM;^q7UfN9+?MCYPZjWj{j@AAlrQ~uT9s{=N@`A zD}5eAJsb4CYIF7}0jc3Jjbvu6`Lo81TJzCcD;hB3PZIw(A(u=S1!8X+0FnTVZn_w2 zJ;39ZDp#jyi_B3?YO=?IS`I9U*JWEvoU+gr(ngX4`!9$As@vaPAxJ3?o7mYG!{%+b z*YqtozH{-DiPd+8XB9MmY{OsEw6KjbF#q2Kf1C6r4lJ`o>-MHkU}f69lJln{KFq%{ z+8@r7ZlMf~w=8dOUb$#KNRd&hEtD*Jv(Xepeies{y6(-L@Srb;$`vRSg!YHnUU*+t zYRIqJIu#T?yUTsX{uI{OInnoi?6RFZDz6zM>EoyJ6n4FPZkk_m9+^g?5jfQ-J+EHa zfUuA3qPaM5i`}goK{$`WfibL=fLz8t(E&NZVbynPvgR*?+=< zphG&Cbd|&(=0B<9OSH?~TwN(#Q3WgfRxo$}*X3PQ7x*<@RNcwo=~+5ba6G@A5M&&x zpRdW0D4bHbseWvm2Pv=*B3gHu`JNnc_MtgCd$e-%x-yu7r;CbU%i^T&L_$&avJUcQ;K2maAAW&yzjb= z*=f#y2t-10>h#x&6J@$qcdkrgYQU#N@@Aa!sQkl6k6kJ?F1@qgCslb&ZT`}_|GY9| zh4Vv_))H>E=Bd$(DVGmp!}>vggtimPSg$3k8g~BGc?wUdekiJivT)e0!kU}2v1F~c zrWuJzW#3!{NHHdr0VXjeqWu9|(*ej^1Zahj(yB3@!g3_SY53!?z9ZgNt#WaCOys}Y zOOv(w-y$&DRb4 zQ;QEZhRn@|bBE2%@D6Lk3u#|9tf|-jD5NZ^eOH*SuO0f-dHqf47pOj)Lh$JR78@(J zrlZfM^%lY2N=WIF^+CG4n3VnFaGVJ+ns zm7jo*F2S^|Tn!S?`q@)z+2C~~KQ9-r9e4-Ykk#0UI%OS#>L)Azgl+Wd5muhxt8{DF za#Hz(o)=p4BFcMB6<;ZP@^O2PWrUfL$W3ylqKNbZ&+zLyKG*yNH&e`e;UXL|4GuES zXJ1RnYmFjnnX}!v{^~d`~lpWm{Z^JXXv17Koo97R4kLro&&zXZayEbc? zs(iovZqSzwr`~$YM=b14|4@8l>YT0So)wz!nV3h|3}?+$>mX@q7qzL$uj+A`Qpfc;q%O+djVc8~jF~A6Z8d)+wkca6T zBC2!I8&ApWn1mO#r@vF}vD^P8cK=ef_*IP8<`G-2mLVQ5QJ7dvNj10JH`o_nN_&~m z)WD7bgB`Uca0erSn}KelBwU#8P;eh1=^2*E(*2p9|$gFwPSPKYBINCSa%^!;C? zy>~R6(f2p16QU%9Xi-CSQKNT}AR_7zy&FUHUZX@p^j;I9*U>xC24jdYj8P(5^dLs( zK77CLyMFh+Yu$C%x__Mge9k_fXFq!^Gw1Ac_BoFma4PDIOHH0-S5Hu;B@RYsJHxa1 zRuSAC^iig6m&)IEo(ltSy=jP=S^hAY7<8NzM0wxeUiR_TF6R{oI|kmYw4LD^H6y%C zR@-GR*LM|mNpVhsG1(TF@dgx&{a0auG=O6MA9u|jhhb=7n&lB7>%7a(*fWcO6yXeKS3gl+?QB@4s9oRhz61_Dr_t_&54c4*jtoZ?Fg(zN2CY9?LpkiPoKZ z0wMhS=c-DTy`$m9sF3x51Zs5i-Xx9Kipiq!Md`LOs0(aIe0dN3Rz5|q3u3!$38 ziYyOrnAo%6SO_3&`Z?C2mYnOxsuyAvwSnIWwNggvwB0&w{=6DC;7i=+6JC5kRJ}`u zRqonFSFCl=VS{%qi}s zY3buFSOQJ{Ul?ySn=KARTe6`W6Xr$@wk^kZ&5z?2% zdls)J7U!A6KR)iqy0opN;7xtPR$!CW`+F1|`1(A$yE;XJH}O(vuim-~F2#ou5I%2W zx=c&srW{HKt$j#cNt5{cZ4VHSPi;Qi(~6H&IKK$Wh~{JC?ECV*4KySCP8OW}InVZR zudTGJJ;87^@j^uIAG_Qrxy+DOT`T9QgZ{N_?%9ZX{L#fHL&gW?Y#Unc2(@WIU)+J z$fG~Dr(z=rA z%<#^=@DC8!(}g%gI`eMyDpFe4GM!dlxmW%H)tkDW&XCzWPAsOyGD$5gSzlNqGu#%g z%8nMKPk{6~DYuf=?YmLiQgGafWL}~RQ&^;kIgO|hYr^|*IJqbuV93_q5Xo$N_eJqy z`8u;@1?gL7wZyBtrwIe3`w=GQ$Xy$wIdL;XEU8FQb94GT~7@{Ee%iHWn?;cW$ErV$*Cm~1Rjg2Fxa+(?`z>@d{ciwMJMN|G8EvKw9XnIv6Uj0fnHZm!?1Vu-S zEUxQyEN1ucF|??BMGg#v_JJ_{9GOJ&uaeWiFW6YCYNe}^lcpUQ5_bgm1re;$~It&Tm09Y;g-|{`tJU%zNk9OrJ?LbRNaWr zHzE-b)eCgF0-g{0+D|e1cfHwXOcGv;FXoo3lFC?BO6GIfPu_Ds>IK=sfdO26OPE)V z5HJs8wFV5}5DYB2f}WZACGM-l!|_jx00S`cgr{{;bfe0x@poy_gS%>#jjr@#|{s!5myEm61;ZaK)Ud8*fIg_)gA3IIP9sRKjl|kmOL=V$-Mmq`CI_3_Rw|{AcIx`H#S_0XE6RPze5peRr4;3*XTKED&0{pd^;#CIHcK_kL$;hK=bJwXh_920G(LrZ*woNWww?Y3uZ{$8%CnC;&&+o+qcn;*d`0cKsSB?KtyKlu@` zY|ZQhiO2k2)(8%SxP&+mWw%5h_V=jYMA(#e+t~lrXd*PT1u)+~9{x)FN7N%bKpjSG z0X?zuYCo~{JB=sYH@Kl}VW8o63qTvOq zdA_#!vdM4!{)ePB9>;Iy51fww<*!DsUSWvu(}i`nM($^`@H5pfo+QSDq=2+stV6CX zOYFp_*t;ynkhtu}oz%&KM?Y0^3nmtRo?#@qv zdaT;g?Q*iHmjtBcxwbqtdr;Sqz_eK0?KUR{YXN#f)W`rfMpNunjSJNE`|*E4XYWy( zzh_urQY__m*4<3=MeA|AbB_0GJ21CV{FC= z&W$nKp~dC&zM)m9I)$s$AM|t8vms}ENrx}-9NG*bI;p((7P0q@WuN^D9Kk1Ku@V>y z{i*&7ctqB}gX4{O?-ISKv)!-qYk5YYex>clDd%EozI%)K#}ha5^uFKTV#H7NjgDZN zZS_q+vgjD?Rc0>U_XqT7^_?4ioU|*gP->EFA3TA_bjiiN|F|=L*ekEW>XJxw@!S&A zfS#W1i444Jd_tdk>T?+1@u=$qY|;6g&(C7Sy{k#M*5Toq1$nRe;BMs8&%CPyJNC%W z3D&;PC|;s3Xr$1nniI;9x|~x1^Fbjq(V1Gf0jU@7p#u1XJ{>Y&jAJM4uKu2OWNu=d z5fJ7BLQNugQ$jQ%>9z2=$Qokpjr#8uJ0Hr%GQS8HN#u7S-YJ~ODmkp% z>m(+Pq>vGUi!MW#^n35YB?AUiy^rY^f#uze*8RX%pn+kLlOb+nct3F1)pAY1 zcGtGbV%K>M-*(TIKsZ=j_#|H|lNL_305|8@xAkI}`2i=>r$~zo$cxOTq^XO|kcKz* zo+hCNgnmyX?EOrr%R%`|LklKx(IZw@ z1^kP}{Bfso?E!i1(ra>O2Z3imBN6=g4jgC{Tr3s@8v6qB`hZ5d!$7)2;7<5)^i8AC zVzCg=2oK1EOBZdyk2l~}t>XcCzBhD4_sISoy@LronhGHuJafz^|9mthugthrj?Hs}q!|x~LTCpo7)6vW1qC@< zHlrl}DDe!mqNY=0JR7PjX|oV#_TOh7Y)-#mgAXQ|eCf=s?+K8mRj2dkuygIg2wd9BTb?DjN?=yn|PgP zOBHM<#73S3W(sX&OFVxjxdQO#B_rb~;^rhZUr(0$A{HAB`To6%a`&5=y2p-F@3D`!sz@0O<4@Y9)X zYgsWV`qOh;(Xe2>!sE{#jRCk>oa7Ku-0N>A7K)~uR2(ahZ5d^1`eHbpArVwsbF;*y zudW(n5&cJr)ft~PFXTsS*|*BKf}3zW{s{Jmd1P8DNWQ9NX0QF$$uM)01q9klTxP=L zTBj+#K0GrSkxi^wARjLN^zgLbVT6YKrzz_YzS9&!XFlIBPC$J9JeSDnvxZFMOb<<) z5n!w`q_DK(_M*NOasF?%dHWE$+q@@1+&I7@$b#)|&L+#+!k0&uyNv%ESdPs}^##2L z;$c#Z(zf^vdF>()Am{pef4C$#=f}+L?pltuqx*Axn?A`LI@9>C>ajf!>O#X4>(K zdvDt(8JZ!J?F{#<8R2!YS~~>9GPtKR`V#+~1CzF{_a89#*ZF^FrTqGXCV!t0{SF$T z?kls}ft7BaJRE?0{FWCMtf4Sh!xZ*JyfEchX$p8PO4llEv7w>AztoHUYAd1(OcLvT zY?VY?eYQPYwjAU#YHGa~m1xDUu<-ofbkXIp($G`RlVhu)r^T~3lJiy;qkMgl4KFa4 zhHmXPkATmSg?#qT;>}F!0)*OAPbrP-Qo}xedeQtR3eY-b42sZ>wh2a zGOsQzV#g#znNfi3bzV8sL;g*Z&%zb?pZbdjw}0e`vQpM`Pns2(~gvCvNj$*sAx|Mtl!N8gy4@ z@ZOGOCcM=G2`6rGfmPjPY(~|piYqdPj*>-%8U2SdGjxHrx;}dg@yky4YOjxAr$k*X z*SvhAIlDLW{eiYNvqpZ7Zu2&yFRR)rKtm6bD$idH&vW_TgHd!({^_ji@Fq6JOXMz6 zInGJw)cMYeRc400p{HTFn|9Ra68Umhs?_q0`{Bbbs!AgEDZM%GHzxgocJnAYKWE8*<4t%Sfck3UTV+(i}v5M37WH$Pu?P*Y_}8 ziKKIOZuLwibbiBVvp4$i&t|3f8~c|U@71XHkDOx@cMTnr(|lE9zwQzJoXjuN6ndlt z8-6bCFEU`X+U?!!Nc`rg&13(`Uiu(gPy;h71hW_M}I%$(pnQEkJ`v$;KB4ra6u=n z|2P(V-sNXxM5^964tv)Qsah_Y`Fcp3enswdH6X`040AcXk6Ng-F!XR~iCBSAzbJ)PkL@*UZ6Js-_>B0o^Ogc!= z6X#;0bp^mZahX8tK21dNvuj4yvtr^SS1MM5FC$u?7J!<)4UFWz2?%4v|VVxl9;kT`Nn zA}lTM+$y=#E}d0sm1>xh>qTv@qKifm-9fJpkRoTC8Mfl+URtKcYWZD)gtjLY-uL<~w<&oSnRStf}`Bk~b8?K|>XdL&WIZ20HNM;3z+J2Xu{KxCGN9$c}?4ad<# zoRPLj;d4GFx`_fL@y^PVk_ZKS$M~*_zsqWiP;x%li`{H}b&oW)A$>Jqka1yQb=HeeTPM?Lg>!((m zdS9r^%F2H|J4ZTPsIv;0SBaem&%2ucOhs#q^*p(3!$=%{zlj`D{z%S<>NMS!R zU$BJwEknURtX}=v`ywgL^vmuEr`Cn;SkZDJ6O>ZBIEI0use=ARz({lSAN@|>h*mGn z)%V?RgCSwfSF?C7mkoDjG1I@^Ntl0Mga+p-TVJiHgJ7&+7G^#K&wJ}Fm&&_|m0b-& zYK>ROVP+Jj>6gQ~@!$H(%7681F^m#AIs>1ROKGj14@`#FvROEG&Ljwknp`+!X+{al zu}gq0_jSawKHCPVx#=Uf)Y8P}c2}GVc3vPb`fLWX>an^K{j?cwABFF)QmrQe)5dwg zw6R3B!#Agk_!a3s+Gw{AKof->`!EX-Xp{fX-adI}WJt_3DlK940P7ZQF-N-kAt5 z+_g)up>?4a(LlwBKYzplk0# z&7rm@Wc78WYz5(iChh%)@bRbW#T)aHV(g_F^Jx?5We2cCuLyu;dX)jJ*sBX*)n01= ztM_^USgSXDOdeIqmABtm8~Fl|t&t9Z?2U{DBs{V-FErCQNp5*+?opP^AUcn}D0tv- zN)THlS1yVxf4|it9gnVh1(QiYS1lD44JZQAiRnt3MQKG$pOOAlz{PLk2p{+~V)4@c zV)ZdHQE_=MC4m!z>>B(rtj&l0^Njv}h<`u{%O`ndE7E8{_L+MQz6 zauS0$HyHkgHqs1F%|M{j0t^I>6}6%kB5rpXiegk#XH1h+*?63y910Tf8+-eHmbpyOuyTD2Ciz=luuHx%a6FiH27wTP&GB?%7dMt1)#b*;FOX(mY z_p4m9$OK|SXHBn93)FKWZSZe0#_s))%L0&VP`W-++gd#?ROcs zbi@r^!#t z%l64KimNI?v=-Po2TPo>$OK!fYzzJng))1kZ_S+EkIfWR#|CTNY7V z)d@#61`}Xw(QUyUQ7D~P`UxF~R7xW-wj#14(TwerMbt)hLVry!-VDrg#)8<%`sudd z9Wf}CS2_Vbh)7B!JeK!8W6^h2>K?Kr3pRE0sEwKg{F>hI8Q8(J#Y-pa{VhQ*G3YMm%w9!AM#~jK%o4 zDm)e00l}SUZDN!sj`qSX1)meDfoC6uL^4Cu45T<97^%M4%e%Q|2LXctb>;UMs_&fe zcy`>kW#ci4;;KuCsOl|5!6c_GW}U1vwgg?ppu?W&lJuYzNsZjt3RlLWG1b&&GD>?k zp0`n4^$GY@2KOP>fmVlCmk7R>(PvoL9k*P}=C_TjrJ+_b0cWi(GGm5<1PQNkVAqb@AevN$t( zLMmjk;}~Zmb>TTi=XJgwv|?ZG6rL*5D7IfXI?$aN$4r=CIQ9ui`Vt~#N}leEBq z5M@!Ecr`rBbw~HZV~KYcBRmf!ZjFw?eo(UuS0T%DXbrZe5HV=TUUDbR)Bx;WH38=N zl_SvwTW~`HL52Yu&$=?+wYYsaMkHis`<2m>&|n>1-_nzDW9JDg#b$r3a1Cz42xn0Vx4$QLx&4 zEUztTX3+BLjvIR4E#2{! z-f~M{xTXKSrJvl=18(V^x7HVLte4%=QMdHnTl&c@{oi2vEMt2+2Q8>VPi;;&7+*VB$fsfjIuIBfXyE)!r^WtEa zHA`Mbh447P>WXtTD>kvm z!O~z9z6p7l^*Z93`MCObVEnm(%L4DNjYUxURDHZdFy)F1?Xz>V)LO=qmVB6)%_82B zF>pd)7jU@NzHt$}eJzGF{eoh=(*}*RWn9D;-)VzlT^DllWWLF5*YV;5vhex=pwD{) z!m71Ewa!LQhd+`ciYsP*1&A<*9&!N*?s-tl^(q-HwU#}fq?iIn#bKL21gj>I&aW42 z{zPVZ(`Gi2sqoo9ignT{Vght$3ikD^KEKvXit?m=;yI@l*Wpe&`q{BvrbSF{)J$$w zV&ZZME1}27`0|ZhE^ptNuEvsxS04=Euj?%|6UFK^n%Ppx&<5S85#>%@v~<$J*K1j+ zvBM{e=gse&APuZLMfx(deGim>vwVQdDey3L?d(4++1dCdyR-4`g!j2h$i-aPuY(r6 z(2MLaq1QzN@p<2~DkF_-O5hHa6g)b+A9=~LdyNu0?h-@OTa<)-j&-`kGHk}(2V;Ms!k;I)$LT$arc@3=o zzF*&W9Qb?G7)ZvEVP1O4LA;lUe*0ahlx#+6WWNlNa}Z~dh{~uNk-+WTb0gC!=12+s zsTtLwsF7om`;bm!LJqb@3O|wX445^*d@hkq(!e|P2^m?mkMnY&F?qt+t{q!^?#7AS_!5JaH$v$f5Oei$Q8IC!(I7IM!Lcr|Z*RyrgcqlMH|+s54%ZMht3y%QZ6(!o*3*KJydLUx<}yb(!Lc@!gHC9p_Wa zZSB7;98+=%;>M`uC3nqwkOLTdQ8J*a)QkRai!Bn;y`HHiu21T~F>feZ80~H~6>p1( z)l3rQy(Pes0r+(y$Upi62 zte5#9`7`hm%$_~g)t)TL%)NU8Z~*Y=~kj8-OH#Q^!&?JjHVVG6Z9LJ zj0$abb{Z%30MzISzfOijF}TN))tiC$|zABP9gC@w^ZWRtL>jZ|ZVULzNr)%k$K zO8H`ScPdje0ZX1X^GV>J4Xsb6i@+Uv7B>5ELxY!_IsJ&KqW3LNJOpWQvkku7opLpg zxUZ|f=scpO7bvxDcbDp%ku%ORxgrHAN$JqB0Saj2+t=N%)Q9T@pm$#U^=V@IzHCHd zx4+ZKklNpbzW?(1eLdL?*q4`_dI9C4o(~osHBI`P=7ZGMHgQuI9kET0nvD1iu&YuB z^g_$Oxu*Pbbf}4zg^Wy5vmH zA$71W@_ECZG?DT2=YZOZ7Cl9R93)%ms@}qx(~f@C%dJu21}p=Bg{F6zyXESqMum}?M@)1bIT8pY!= zz9%4XF(-*@6Xc&Y%Wh*}E^l9DLG0ncFTvA>Yy6NG%nb!XU$0ewEy-0CoAj(!mzVR7^b1pI23yM^`6#`VY0Ptnf+4du2@)PKpn%-p_S?JXYA9tM@BD#pNbB9N|hb zJ72^*H6}phGR34^opmn2Rc(IZ9UCJxUU%8R@eYj}FJuY!_`5M(cYZfj7z4}U&G@rT zPR7C-BQFASW}CQ&EWqLI zXFng27mpq2;r$uoBQniXr&AdpSaT1%ni!EF%s??{^!Yh_Z3RcCn))~h- zE&c(No)DH1aH!-(a?JQaSSAl7w!&P5ihnP5I-<~4 zWEJ+T_}=%8P>MBPmS6n1FL*yyvnk$&c?;dl)agyZtN5>h&cUd@o^6!lE0;-}G zB?|aByeW{EZ9Hu4{k_aTSK+7teHuJUk<-gNb$2us1b@-p`P+rz9iMh;sy%!DbADix zY1G>o=x*C%r{psC8|BIEhtDZ(Des?S`D^+Ge|J)}WHPUoa3-mlW^V#Em+{^RDhwyw z);DrS98dzVbIe9rb}#Lw_wCpQdSA3n+Je|y{E5mSx{e!7q2s2H*jW(81pI%pil(N|k`EcdZ=1Al)08&P~|GV6S<@qk;`jtEo7S zpRsy!nVRDIm-dqL17&3mn)U`$MhYs6xp8jB{*>!!hr0WjhTdCtyk|e~I%_wd3;XDz zor8-($4ah^bu(V)V8k#}S)Iu=Y*yar7&cpiGQ28KQM9^@)4u~r=xVjUDWwasBB`76 z#Bcfy70Mp+5Fwf@9Df{tZFLn2CDoBee~&DUT|RV5pDhst8sfNl*rH|1D=PB!Y;5p% zxOsR!Yy;cln7|vQyKxQw!WGdwO3T>6^mODW=y8}ZpOd|G9rpxmTetCkU#%$-p*qXo z4pM0Qz%T(yefL17t`Zp>JEXtWHSo4P#l)&?YPjm@Pe+^Sbo&M<7+&|Y#B%%xch#W= z3F%c1NdHrFt0Z!b*wedW^ugKlD~!m&bP?lW1+`a>uRci|Lb_b#tsctpo`GJYQJ-E) zCADh_bUt;gY*>FwQWxc{ep~%5dFa&9nB(Ae=gVG1ydO(!aWt$mvRT_vF=D5&@I5ga zLR-Y`)WBLvY+Nb3HDQ=FG*wwEmb6tl{P+{kcT-fEcdEES!7B{wk0DcbpQ4BZgY_@e z!)7Hl^Qm2B-@RtYX+<$g2!0ikxs+o`VMxdMlj`}@^s;vS@-6P_9n2G-PBi(FFJG3n zX&c|rmv%4X?;9HRFP{OQ;7;){xB;*Fz=*G>yuA@kK4hBHgJaCsRQ_FGeT%zxN~qP* zsUfC{)tIk9&xWTi!%kDmGIuJGHlh)o$W07sBF%qNKQ9*Yb=(V$^-&QG!F_V8%<=W2 z(>pQ6wYSS{z)to>s;aMn=~VTh~bzm3#rkV)(r`YWU>&7nRy?em-iIrTf0!TaGXm=9Tsyoa?NaK%@JUe{bnKCSK@7->H zOQ^d55DWXeI{%uR;z?@2r@`V%yH~+#G=&#q44Ue0PSIn$0X_c*SX$NB_k8VaqZgIN zH`5L3nd$-chyY!?@JJ+wCR09x4IVgBRTO*qNjbs8=OEGUXTxRK1KRqeLj2_fv}t;j zF-HU4LpDG0mW1v+XiSr8*n5^WU8s@y%a}l8obM`0`>i~+?fke7?fs+Oi8lNYFzC=) zg~3FvgmS{2fJMgP{zRR=qJh;Q!JE$0DZCu%ukmWT9P`!i8K&7}Z!avaW2e8Jt9hie zO?MT1cUt^}KK*+5EGv0rQgayC%DpP|kC8C1n8uChLhxlOh%h-W^2KXe$0S$n;g|m`&U%Pu%J>!Xd5Le*Wc8ooi?`p#!;xU7sssDE)7X8!; zRo|V{iU%_SEj%#OP6um&MGq}fWD&Xw+|DWai$=5Ne%vaqHL7#IOUX=&gqo%_eUx^$AKTIL#_V+edj z2ZAHy=JDcyDShCLsK^^V0!lE076Er3i;dBlyHN5aPdocZ5TMX2JZyI8EWuy?S@8;t zGt}it+pF1kFkt=yZVK75Ni}>4%D`LfhvR&935%kg_&r4ol*|(TPtl=zB^E6VCFnA zR--r*kKnM>HuScEG~mX(ueo5cBkMzrG7ERNnrU6Zbo~@%vuNN^yT^`B{)i%C#}MV; z9`dZN&B$7PVPmd@E=hFmiQ(}*Ub&bv8_j#Y8D%>da_k{K9jFBr7APQc$k{VS5gAZAUk{7 z&xx9Ojyor2bE~}+R;nU?5bloHhqg^@@>KRmspE&X-|xObasaCQf}1-%e)ST(Px?y1 zTrLK020R}0t>I++8*|Nc{w1LQq6YkID4eGtf8)l7b({9OS{0G{OBe5AeA??Q;?||W z|1CW0fW=ft-|u7rcqiAX5EK8vMieG z_*6*GXYv*doJSt74P?*mG*>62YYC-2&oCohs)xqgJij;T^?_04b^3qHL+QnBt@utq z*Pg>+@9NgZ^;H`D9J7-1E0k7OV7w3@HPseS*lMYJ1ZwSGgzTnS+fxnxUj?<=#kP(s z9*i7Mg6X$+MC~G{n5@I}vXpku{G;ZMj>%fK_HwY*79>}kDVj%u2`5)O-6-QS++~~{P#f@GIy(n`+%T}EcP}m!EfxLC;jy5xN67z&& z@cZ)WL@oAE=r!k5xN;D??~bW{!;Zd2-K-Z+STPw1SIP8KX8c&m!-9MeVE|SAW=LF^ z7vo>;@lsq_AeFwG@QY-f;`SDtxYmqTZ1&4#bOX8ec*R}1ox!WZ*{CPh`mHACwQ^rD zESqa7ueyp@yVr|Y1ENdJyaqlY?d4)IEWg{6>h$g9BL0J@t>gm#gHkQ!JpZe+l!IVc ziUQc}_6tYffrKAkVIGATYPYwWJZ1AQay&Rd{S4d9|dh{X$d3F39-n zPT%RZ)05EucE>Gq0YhR5+G@BHB-m&cT*7#$Agqb^V~Uyp2~LdvQ?l2)KqTBkvrd5M z04AdUkDho6?>{{;%m0s_nB;%;#N`qH-+JQcsm5>pos@sfvY-xO??8e*O?T7pF5|pT z*0bD}5)TG#EJ_&%qr{PW7ne49hF!vE!8DW(6~4+?8xrs1b4BiKfPAeSHSHGgaif#H zgCgXA_RWC4HGUiDBq4=rpV|?|yNwg<8$X%_;^q6Pv#AW{RhIIkWMOtm9<*&QTAk+E zO^U9FLyCrK_rAt5aE;X9BAzQfe#X?G;FSF6yz2gts*SWdL_HpOcaL?!!AzuH3*2CjcidnRmGWUin-D2rEO|7m>~*JSbbROi3BqCln?kJ1Z^=}D z&)&Qut}%OA$lD-8_tLaK*XSUHJa9@_ z=%bn!bn1{MAfXT2Z9E)X%ri@{d(D}WU}h!uTO;~=;8$Fc0{?G~hk0D{H;;jD03Yze z?#=N_$hurztHI54ka~d4rf5_H`XV`sXGXo}U)hF9$}ImUqcwxk)37`GNuB1AQx$tD zvxwlLK;U!m&IP}~)X7X|+}Pc)5FB+3I=Qh&*>`J?g+REn=tGY#y_hj!pyvJeL;9sh zDQHBnZAA3~MmWLCwr9tVbqD?tJ*GT+syr)#Hd<94n>a6Txzs2G4pTbMP?O42%Nm0Y zn$_Q*I>&w!{IN8%>x=EJ?f*YF1h7In6)--pHg@)X?0O%Kc_aT@^br;lDK3)5nToLaph()R?5TUA z2YOM9Z8G#pnihin0e_JO;%Kzhy-K{r>TlaHr-Iu&|-}Bb}ty}kzx9)RJ z$R1!kG^qalm1HUNy6=;ykF0{yfa}S!0%&vy8Gb2hOemHMy!E*6@~#R#^Sqfkl}g-V!u+J z4etYc%l~c|GBs)A$>yBTE&sL#c`Cf^n$V_h7@hP;?xzs*P*$@xvMp-tGwGgJi|50GVUt)kHOx#G#6$%F?$ zmN_)+b&lo!osW{xugu}GVk|oppB%$Weso&Hm95>FZC6U=;WGvIgfR@d$y*YnkJ7g2 z-kT7qfrINhdM`A-<#1QXY?c-kh!b1tPwmC)0xMdOZ2s$9BTxPBBzNl1>i1^ppYBk5 zL$B-2<_Mqq)@xZd+Eo-N*}s|o!Ghm|W2H_ai-rU}9()5{*8%^~FzMTzEr_@F+|gEp zwql;JgG~IX60P=6-F9dCR)!ZJY>zxZpHiWt9OCMTotjv)@f(fzr9ETR6gtR=fL(D8 z%=n{{rv>?XoWa1LWhE}`Rn7%4Xi1VIno^*)G$RCkxKzY*U^^~GaTK0_J}~W|uXNGj zR5B#H(}*3dCQUWQ&R-YcuegCOWxa%IGWGXljM^^y(BVLSc?Z&2?o^BgNG`9AnAPeA zmT|;qz+W&)?|?ZZQjAf_rSe?3h6uJl-(--Gv!Z2iw<$?OUOaHh50GaL-R4{cHgOYf zH}IZEx7>-o1Zdxb+-_(+K^bef7^Cnb63pz@HqCa!G)iCwYzBO~z&@LZ%D9hBukxQh zN=q-*VtTrvRRL{y`j>O(^U~~Y!0hfrj@?&NsM*(`h(@s$y>FGVF5C^P>GcP%86jyE z(t|o#kGJBOr0_#OQ%7NSdSo8OL{n#Ve{XtyG#*R+sT*7H&ReX4524(}k$V}Vax?*E zI-=J`f^utp{XF!r5`Tja@K(GCSeex858JIc5wKGF*B|Cu&v1zL?i-o0Xw#TcIC$>i zCzwu~QqX#C;U|EOADJ?jSM``@nb5F6M@#*m&a5FHKa}^`@8NCpo1CInHkx-*D4g!6 zR#u${D_A2NsFn5S9Tlvnzfmi{nm1QiLE2Er`|R{QLFhr+9HhGX>1^;vAnRpf1{!~Ee(J&^Pc#bKc`pGkmQ4QS^|BR{>N(f>_u>*nZ^YD*9U3er| zNcp2)$8wyC9&$Tyio@%)V+Bv29!`{G{8msDg*hcor?)5sAs4MKcd}y&O(sXyZVKt9 z0WMqmBJ||fGJ*xK&jsY&eeNi2lbzf`SW!*k6OeidT;pTAs=8DVt6!B6t6xZ5#vI*; zTIO7bTH0NK!t+I(EQ*Tca30VgMnn{P=|U3;GCfz`UpZN7T-*@s{=nLE{m}Luj7frUPv;P2l2V)WQ;GT!V49mnOQVK7qa!`l zdim?#gYr)fFT{k3y&_yzbu&h@XCIWO=&VK$mmY+>l`($?W}l0_`tOs3^X6yhtkMfR6v%Oue>(7B%EyS8sA}=p&vD7 z#7epK*FoLdkx|wq`aSS>0|~W}<+UiUO)u%BHP2MF_i4oJcYhc@E~M!UtdXya!}Nq0Kb@ET+oee%snDx<4wIeyxGkq( z9$dv-BlnzQCeJU$I3E{r9}ipM0~muNZH-NknxT(GmGL zHC0IJZHm~M1KonL-HMaK-^HOOxy1$oi$VpFvN}~v7 z1dhf-_R{?9ncY(T>_cw!%7{cxK#zI`GZk3ue*0xQy{^ zZ2om#8uZq>I>=hadD;->H&?_Gd(^DCG~$7#>Z}-qeAGiOive$n_E$mtk3zQPn#F4O z^O!iPw@KgP`^UMW6H66m9gP~+CN3-l`teTV{&c!WF>92B_Y;kDw=XEwq5S{VoGO%ja|V#kWpO=`L;s2PWNbC{iPps$WyDbpCuy(i*~@ zZ>F#t=g?0|>}H&^*qn>Zx}*$~%-5oT9Y6kH7pJMfycoqCzh^=*B(A_Na6i<$@sn~$ zU|U!a6I#pI=nH$()Knl(+?%VcMyMYr*R`gxp=S|FTfoUKlTnA_y)DuA*K(UjzEMC6 zy3F71=3?pp{N_?}OGm#|)N?LZC!{HNGd7WG&Rsb7Q?DJ*u;inr%Mkz3eo6@T_`@jS zIH`Vx&<38N_wVz~rT_5N&E?wx8E~m${P(ZfOZs&Zdb6{yKXXo>hNG%tC^n}5YjS&o z%a06W|Bn5=yQ^IeXzG$7i0AQdOHJqU5gHn>oAG>SvmtQXS%1p&CxA=4KAbm~FFu4f z7k;00PT=!|9ZRk$1`gKKZAukQ0Vk$aM*cPr^M&P6!j-PF|N6m5C{4+IEq*^B{f`KB z&|AsS>kqW4w>LRKyaK#@=lA@^&Ut%M(sfbgy@j5k;GecJB*nZ;*cr~LgOk+?ArG^$F*kGRXZhc+o<6}=*?}Md+oq&EfM$QfZOy6r>SET0lU$OB$5!l#q~a z0R^Q?2Bf=FI%a5)8hU^so-_0L#rON%d!N_yy081s{o}k@d$0B0Ywdl8S?laMXXZ{# z=`JhP8zKWxG&#ESniUoU z)v^y?Vh<@z34|A%*CbOM`+kQ&(p1R81{B-uaJEZ@I7$;CN zbcXboP;mk!LwiX7&mnf8WH?5}<`JUoX?*Ye+;Ll1x3J9gm@6EZhI7R$AR|9XHfk36 zk!IBV9DwyHA#5NZLzHia{H#s8?4dQKPJpllXVwO$U+arM_iC1sc!CR4?n4x6Vkpb3 zuaPb#kkUgDxg8L0J~gHo;bp(9+G^%nWnE*yerkP4!tRB>r*nst%Z(0x+!x2%eOdyzXk~LhFo#Q5J~P( z%Szv*e#C07?A7X3%mjFXiy8~Yo%>BR?2l6qDB>h#+pkz#cx98tBoic4f!s3yrNEq5vfJtMT(iJ^>gp?= zu~@s}WHrj(^_@41&U=%noNNwSYKVOS$3}yFCi7r2#(=V!BjD)eIjRMp)D^mw*gZyO`nv@!V$2h&HEo?&z!#PcEV{Tkm6 zr>@fZY9&b{DHS#Rql<+#QS{>_KGQp5%gT2})2p?q{oOD879M5jM~)e+ea#&(2EKs1 z%Z5Ag>f_}U6LYB61_bxr=D>Sk1svrE*sx?#vMCu_>6y^Fe|n@oFLOz zPzUpGxHBE+_)dGn; zBc%NfAIS8UZ`!XEFdxj(RTEW70iQm%^+>h{#2^zpB8UH5QcwMDs`wGH=0Y-fZ?G4F zBxP9g^W_hq4nNHPIZp;}Q1nCkjg1e|i|xFea}sMGbifQ+q3P!Ds~mG$bv-{cHvx$~ z5|O*xVagJMD~QBy+BWqPz13tlKe%6SHy`x^=qDCc&ZPui9qaVIEq>_k;l}7n(<}PU zwb-*hS)f4!=TjZ;y#qzabBWyj&1pqQq<-*ivMvjw&F*n*c0SFcD$u2V^St44kJu)V z*yI0d`f*(bl+aPksh_WhK#Q+k6I-qmg&K@380=lLA_Qkvgu{9MIBH$iV1n3m^gu`+DR)uh=5JL3BaY|jX)?&09RQWpCmx@qCpqtSDMLHLrV;(*%>s|(s zvuF8{^>by{EUZM7F)M-fAr}R*MEq> z%l|?hdly)1;A>6kb7h4e1pCp2NVj^*JcD2)HowLI&vQRQy*R-2amuK#m!+vlp3nK% zkf&HHhUY5v2lyXYqXjS(i8DwfUq|%ltOqcU9&+~Gs^l!|#lthin`-G{0{$Mgw7S>( z))EzG^S5X7vv#;qqbl|c6aB4GyFDgl8U>ykB^o?%j)7a1{AImFc!nI3_SwTm;t<&0 z8FgD4d%H05-tcE#)^vlW9pHsl%g!?u@b%}gtXBeww<^WUoV_V(O?t5$IUco?x-Sl_ z`6@mv*JPj<}txD-~S$B#~lU@`@xkv3IUHt=Vri!|S5hX*r zUs)*)lkcB%xPG5@(pgjbcS8_hBfB*D-g9O(fO+Pytm{^#d|59No?+NjO9&Ha@vxye zv8ieZkzAkTN&sxa-YlqT-5w_~t7~OfWqvgHle*+F z^FYGDXHgG!x(`|VsqC8+zc?(jPLn*k?Jr^QWl?YT+`-OidjF5*;`J%?ZASJz&BoMM zrfulUXGz&@i?jR#R~$lL?D{ROzQ90iUsX=-Jl_ea0{9JyheE2jw`}6~gC1$ktR|9f z0Ti@pr%gu<*^uzQ%^PlU$@5vrH`Pt9qJ>R3_c%AiGuY#*6|autq)FQ5e$hu^|E#66 z3b@?p8ZGnA`(EDQ8*bL;4?W+7oGfv01Gn)TD;mW4%D*3St$cl(^@X;i)UR*Ix$+0~ z)d5*bVY;vU=C^e~2s@6J5$-Gpt!WIm6u50%mrzn~#^@esw3gv^LLcvrM;;`sj?QJ4 zYV6kO@GM{SU;W}$0rP}9_7J_h9rF7*i&rS|_rAOB?Y^#j*{`s1Gp!rlP%atqDmM2L z%I9WPp&CjwZ*4c@7#v0{-lnWDV?O>b0850t)T!Wr;M-u0Q;B$^(rt;| zBZu*-KpLZW###K=+yHswFC|+6Gx|4LT6_x}I=`-)QDc+NSKyr8_{Kj$S#f0h11Mc_U_qQaW5%q$&6 zocBs-KA7zWMDPcPB%#s;669vZE^+>&;s_xzOPrU1TVJ}m_lfQ21pBVZ0`S zu}B|&y2t3J`740x770TKLyrR5;rnR@rTg_=a8zlrW;&EQgfPzon%Q;)EGX5zq=Jsa z03p5^tCtZPd@Q#w#`{Vv8$NQJ*$F3ijEiVXl(NQZ|FCBy58nr@3Cmb`DtJxW43J|2Z z%poX0!eInp&=Kt@$c45QbVO4Da-qrfY;iZ$80;#@4wjdRl&@5-gl<-VKF?ygoA9s3 z=vDew4(yib8AFDRoP8_fxAN0I&$76Y8&?vo<)^0=&$EMC4Isvi=z$Wlai44|mx3Yi zaPeI~f}uzW{`;e7=jTvF!w}fc3`3Q&fKDwT7@3n=K2;9B#oJgZb-uq_asmcdNBYHMgV<gxq18HP)xqCfo8R@S_a1IK7WrmwaOkY23GBFb8ZRwD?li}Y1hlmSz*3b*e{y_2X_oo!K31we{Heg&^Se0rE9qXY(iQ;E)21an zr_z==W|oUFKdP!aqDku8R4hDDsXhds6K&pH0B=q$gU_}>DT<>|J!a81lc~ygo-qFJ zuyPfpjD;A$u0lj`Q^ire_dDSIC?M=;a$W4thM8M>GCy7sYoRB*d!bO1(d{#sJG$c!)hU0NhodRTJwfg#=HIsD^n@mxHavCpOZ+-nRX z;RF+m6p3~DH-81dt+Sg;Rdp$zY%Ax3KS_^#Hm8Uq2)B*#$xhht%Ogf8UXI8{d$sTj zKFMYJ5Qx32uty#sb=?NY@_09&Bi_c6`u?7`gc z`=TrK$>POsHdgx_=sLZv)?(1UIiZ){QoR+A2jP4kBX7X*)%Fo50kKBl?OV#GW>4?7 zA>T9@6=`%cWV2-mj_fuDH#NgfBrCnkw6FW&eD6~v0fPSb_-4979pF*??t%22Mf_P?_B5phb0vwBf-d!pt6|=>81#?P%K>@~`L_k~Qym0>- z<3nBm$Pn-t0W`b=Yp3wVdKq#$wqO7h5nzXaC;%W8tuwF5A+?gr67&CkVYm5qZ`};M_|(0=oTeLtx&Xs6MqWZ zG-#7_)6+J*4<6g)p51B?4tz2HO5Xk9Oqkw6bdxS+ea~0e-vwlr&;8ddpTlx@0nesI z$dge;G?HCvJ(t$#p}VCsgNsar0e7j{ z0vj!>{h!4Z>tD>U=Z}N|*gcJ3pR82#>&JP@j~5k6y=7&Z`yb~e5c7QL zWfAO-DLck_c>L7SPgcIUpDHimA2=iG!xJeqymnt=Qz zmzaddt&e4@J7(h;NA&oqub-@X^J}_1Wx7R$ET57jXD-Doyk5B0!`lElolBON;!uNT9RA{M8?;13_FCr3H+iqk4(dv&-4ih{>^xscal2p@_gUN1@= z7bW_5O|>)E$|89*YMlZr<~VIWrL^y(2jjVNK)ZG#_yYSC)&e6X&3K&Y2Whd)&xE!L zB0j5LzBeIWwa@M!k^&;;LeI?O>pKNHeWb-Kw*~vBW z7|VzLy)N;*H%}{x&izWLT>RH{#a4_K>3=4aIB)94#>Q{zevWls*NuyfUk9>4v-4L7U!<3Z@qwYA>lF|d3OMYlBc7hskr~-!ya46@i z(O!zT(S$sIy+gu}hsRuRa$4N3!Q1Z|*3C|7X{7y}B2 z+k$|efu=OJ7H2EXg(*p!_eq{T`E1Vb_XN06AD^Flr3{3soZ;A=(3APgW{LO9=Ml3I zeVHisd9XfI`}=_|xa~INSX;zLxUXWYRyTiN$h}eTK!`;zNmtc-W<#4{H_EIN;-F%j z=c8LF{#qfAn9X@|g5~XC)`v5kj1y)Wf7#+@MWCA<=q^qkG|os-vZ@?@5>?REL?JKl z&m66@z7Ykuk&lSRGdsEn2?Ndc;b>A}*ci9%i}Fuf36 z@3v%_;zzb@!D^dhns?Mk)Jl0;^R@gJDQFxPCbc=Rkp0a3W(vz${LL16;MaAb59Waq zf~TJwdTN|t1k?t|N`WBr6&QK~-n>P06Z1fgz`ovjvj#IS0ybLcf5p*x^Smx!R{-N_ z?p-FPxlX?baPT(SyR6=92?eq}LQkSw4(?5b{qmt=fiI@P6u`5Z=G5NtCm%N?24{g{ zfrr*R9%gRr**FMigi^fb_jcaAO@!$P>VZ3~jG4WiOI19VFRpyDtIKZz^u|lmyVbgK zu2ngKyvo>Uvz>>x{vm)L>og3#*Sq<(WRC;>W#K!eY_YZZ3?{4o*$zr6bTsbBBsDad zzD-l8hX1>D!$!jZW!czmcC+T}gg3{@N~toB|L0~LH;>(mivU&W(q6Wf73VY>?0S%P$2hr$N zZQ;^OwuVJ0t|;d$LB>6|CR(N<((h4MQBod+puZtUA>^H($*U}0>bylyRtBSQe1Ww$ zbixT@IVxa~|B#v?D0M)WGzUU>dQBBHgCo7b*jQP96o8%(38M-!1S9?uN=u$^d)|6W zbk^p+CxX&cNi=)5UmSr^7a1=I=ipH=m(}^zW=3MMY)=ex4%a$Ich!eJ3iS1MQzaU1 zwAJ&plB7FakcZ_otvqsj;@7|rO?8os@`P=Lo#N$-KD-Ja&vpr55M(*AW*}D3E|t#1 zzLB+66KNxkOtKSz1X5}rKY9zTf@j-DHunzPN3OrRtmfrJnOm)rHU&Pu%iFmGv7?a4 zAL5X1-GKP8A{vY$#2UEf%*h=l$$1^dQx)Gj=MA}H#fQ6QydvtAr+wTtE8hDn)U~tY z=vO=6<5F4?W{YX`K1+O`S?9O)#zkWNT(Nl6Nv?nS=l}?|;OCb30wi(?7nQXGrBa+x@JDwo@59)bU3VM9w_nB9%{x09e#kxVl@|K_5UQyU43p>-)|9O6 zW%~9z6=RhkRlilr-`=l3)ShF?hyUh7QKqLv(d}rrI1+1^f^aSJ;-GhZ(;p$*ir;Rv zC(W#z`l@&y$2^Und6rtB$itRiPm7zm(6YB%E9(F<9)mtQR&X`gx9ck65fVpfE3~bi zk22$Mz&I9*BhSjII=FQAQgfQm&HKI{zg9nI5ys`>ay+NjzM@%8lTW{7(6nt+jcC3{ zjFK%B#%1c#GUtSvm-oOzEI5>-_s;gUmvl4J?u?-H9RQsiIS$~y*m>OhuOiX9@W5!)D+U^rb(+(i-T+72>oVysQQl5 z9(V+iGVP$lqK)?=@DUCy>=BMfP-+6c!wW8k4ni}NOp?*#N5rGY(W0v%wUzB1J)7Dl zo^NE#{I9O=0NU*+Gvk-3d>3GnDy$R33E3W7q4cF2&+wS}c^}=#j{E#x=a+xys zbSjowrC*UcJwB;1ynGOV&jSKh>%!lJ<*L;EgcispmIjOB_4mnO4L?p+tzC&ECcBo` z@@dw;1$7qLU>NjEMTkF{ooT*hJ(=?_QWdG1^_yNG_XiI$Q_nflUb)5{Y;nxh?_B5z zukI|xPS?iKY?scr3On=(Z%$X(tPa*gMY_MURn}W%57e7#8N0sJ`IQ4~&m3eim%lOH z6@8p?rrW$6BZp@YLRs~9b?z(2Z)WtSzl_fZt8*mXikmH-HVI!-IqH8Mx00Z0$_?dv zi^u2iEE=mTtTWL^Z-(YilJ+tm*-Nd}^yvI#G!EVfOm!fDp*9d<28PH5EU5Ct8Hb)rdRI&}r3o`RbOx*Ea$FpK43R{N zu3_kT;_KL0lHR=!2{~Q+9>!^iSf@Hy>Fb^@@6|cYUFX^VT(5KtE1zJdHubOAZJM2! ztHQy0omdJ#{OELEp*_vO0HHrnFaHGIOjy_qvTlPdI!x|=kqx$X4t(Et!kwnS?-q)X zOOCno7V@rNG{+SC(#$ZAfbVL~XPVq_b3K!++a9(Sd448^lxGS0E;%(S)#5c07jW|g*ECm2yAPD>s``d- ze@45d&W3zfp@;5UB3&ZN>tTEoq>uoU3Vsht6Tx-~;Bb_6M_J5tkVgEyHj&T^ErWB3 z@!_Ydz9T%!_)6U_z#uAZV<4qL)QZ!K3Ql1~@npjNY9w17eBp^-8Mp)6!J3u2fg5p! z5sasrI!GIYRHHiDNeX{0Cm9EWj*S+2c%|Jt=7P3x(8mpVsmJ|xSv+pTa*y@mTkygd zQMifYP#UB~&{i_>6;Linc=kGfg?Bvs!i67~;J`Fx;B}a$f&cRLoxE6tHrGNFs>T9s z0O@58HZh0`1J6|~KA;^O=!0R#@LGYGJmiBQ0iMi@&MM+>g%0}I0~#qDX9|CS79%m< zL(vT7)7#<~hcB%q>(k9w+S|j9T~@G7$a`@jXyQl+7X`U*mHOIr=F?d}$A3*frL&jC zf7nb=0*}m#UtZ-^dlKG@`8ng=dC_lwps&C=tsp*_2$LNY8|*-fzSz+o)+H_6krAs; zkv;I^BOttjUgr$1E!O`I{B%wJxfCAx(|O|e@4z3|#iqy>+a@M4dO7;l>N6BS6GzQPP$m4q-f^l`tAMQDwish_I3T2YQRbJOf1cGunWQ#Q` z?qt65dpQmPcoRM>IS|=8@W3{RxZLy6HJ998PAszfJF@#P&<*4H36ZS_x0MCpt@_-L zUvn*3&;gjdciXiGN~nMVUm-2q1eO{Oh#{QE8V1d*)FgYejwgM-}^T=TyFuzF({!LMl=8^u(&`SfXMcN zr8ooe7y#Z4S2CbJ1?^<{x1WL%YG6bY5ZNKHlu95TAHcrlngZ14poCf&(L6+U3@qgk zh$jQ^Zn;PgZo6QhggO|}Dn#}VSSmIUPXl1walHi;SD^7PDa!!cV=>80@= z`fUSd?3Z_a2wZfDY8G7?q)?5|{A7Yf&l zk9lKeLF6sJiHOka61wSVF>Ujspm~2#xa5v+-KoEZv$qD00-7G!Sa1;e@5?T9)B{@V zPZxXXS>;?(g{r26C$22y-^SE9UniG~i(y-E<20b{H9lLxE!+MQ#8K6H9=)}&Te3k! z^q_8hfQ}Z|Ha}TPoOE241LDp4HT+%c=^JUhUw+&9LF8^%qc2gp&Q5Y7(e$ym!~nvZ zVNZa-kO4&y1OmMP!g~avDH5$f-ECwU`bK&`9AlE0lI$hO-EGVvIKoS%y% zOCr4mAibg9t^(d3T_d~+o<#zLA3MnKCSYSfgUDsCM=emf!p?HGfiV7x5nfTIw(h}M-{FD->9+%Y$^b+|R{^Rb*MH){VNvJ^* zKAa;7dt!uGb;L8C)BvFjDgqGRL0kbsRqHxHF!S#NJak^i0UpB6X%HU%jezu^hxAZ~ z^x%l}uy)-A5T?!}0Yd*C5fIY&EFB`GDkQ-SN$5rrJ|hWF;RwRp3nXD5Ntj0x>W~CG zBw-3kC`S^^k%Xy#2nR^QB9hR6B)B388%V+kl2GuE2N=@BA(F6+Bs3!l-blh3l5p_P z9RBg}4*`lKKoA6&OM7#{v8c4jnN{qV>{v{Ys7g&_o+XmoIT5~28p};t z{N_Wx$b$mBZZ>?VUKfkWx~?W=7p_jp$!SfUJxQ3>>n7rCv=@h>nx zRkjN+wsJ=4^B8VuIZ9(Q2yNp8jGHjz%YoRG7=ll&<(+P&4f%$W{FS&f^D(J1ss@F$ z)Yj zGd&P_geo@X`*DFuk|z($zw$~%p@sj|yMB0AWqfbb*60DnZMi3Zus64CIv}xdAqwEsBC6MHmDI}e(PuBW~I;YNTV_jTHw8zjRNyoJu+!? z5jhDDwdL&SFuzthwW*S|vd;)P>I=slI^4>nE^7)53z#G3pItIdSvGt}C`F60dE^<6 z5wp96gYgMe^k8V0T>fVD_ixA5_RedCtw;h9kANP&83XAmuoD0)cdl1v=nW=Z@lvlV z!!h=b=+fwf1Gt$U-7F@(4!Xp~nVCDVeO1-(q##{2cvpQ1*fP?;qXHE^?g*);S#8g( zl7iOYLfqqnOh3-jp}Gd(F%#bzsNzUr(xK|r;b6~DO5I61T*~=jU~INYp@r}-Wiewg zfu65QdmpHZydm@@Av|OdRPA5$tZ@0dbjD20O4NdbWjqZ4cnBeNw%}nIXCc540I&u^ zQUGCHud!Xzs*Y2{Pr!CUTD{_06{ya7LeC_wzw+dMgHB*e96sS$^y>65jZV4`q$-jN zW+f^om-5BR(EhYD?qGTzsD158T_7$fpG||l6n^0=ik9RV0)~bEa zRZXJMYO|PV^4KLfUPx+JytpsuDdQT!99*2HGx8JScBbn<|NQL zXSS(q^B$~brA&$^+~RuQaxhplFa5XW_l{6wQ#HDKHB-zTs5=wSx%uu%^Y5Ew-ip3D#LYIBvyXbvv))_=tFroaF_Ruv z;e_+dg>`bERkA}^9AsBr8re##cD%K(2&q-|!o$b4H%+MO!)xR2OVjQa_)9SzGPG%g zwd0J(7Ra_BkakJ;v9h&S?rZI8?z4Y_&nG#CJ%=rwQpL7*%GY^+#=5^P@LH+PB`E9f z?T7yG5i>Nqqlx4?WFUR_{d3v+e}IwM-7hm?&GfbeJGNny{<_4xH&k~_gmRL5UZtMB zDO(WN^v}s#JeE#}*#Ib=Qt&_jeubAIrhQ)(-8^}dH}d+~&gU5Ijs6#L+8Z1rCSH$f z;&?3mXO6=K`(LysV6lxp?-rfDiV$f#@#|(fzlv!1CJiA@d%Hum_9bO0h>@cawNKO7 zY}!x$dN!h2e~_arv-0)*LV~XHX|VPw*x{BfgSDemJ2+24DIcM5S!Mtuv8mRx-=5D;x=$wl|9HVmDk zh-0!%cxA3LSamVccYm&q=E^7z5Pwl;)ic_Q3Og#yxH*g?$L@Pb=+KOi5>rS3DQ?NW zuXhg-mkaf3JM*4MV+Qu%!7V4&_QggV(Q6P$0PdSxQ78oe$_G+vACr&`DWB!|(^ijT zP(vH#)xAfYHONTVY-;a`(I!h9AQ#@=dibepaAOr}^(7|jH{*u=#%iEjFJ+y{P%4x6 zWuDH|R%B$G0H?vNv3?I#_se%PPyxz^b-RZ(e7?dS2X-Y!*^3b=uVh=}sW1 zR;5;7-RX42eMJ$g#rpeAHrm94HPQ%}Eo7(*63G-nR+fA~K@^zRLaFn=o4FYp{xfse z`tcA2LN5657L%Wve&u zx__wTT*D1I^2nm|@Y@n2+ZO5gN(xTJO1J4~?+%N)tNyogH#6zVYG~QJ&*FZ(Px%Oi zSizL*2I;iHl&mW11=40dsR3b9WwZA~T?)qCZSttTf<)-yA{@u23^OVp5IG!?u$jaU zxHw!Dh%>+7R0gG{G@$pXdqVoV;v1*}zeLixKEHcLB(>&rqevUjy?mJ@euF*Y4~KkV zvv*Z6tfBPm{=OX@f|m?rZ*B=)(oZs}>zK_FBzSFE4;oRS{oNrvdS9r_c?IdbDC#)} z-wD>24HEG6*9^-qcn^l1;`usF!AjK~HwOmU;Ys^-PJKEA-cvs+U=W0I% zA#gt-R?OehQs<3T1#DnX0GK}$a{kK5`KKc1FLVXW|C8?ti}&S2icR&CBSxpeJb+-B zA~gUIIFJNAB%uOH&_)ojRa*kRE+3{L3EV?SLMnogFa?hUR@ewh_>CldM0(gmdYDBL zD*hp)Aw6&-J^T*@Y$l`!iY-J)+`~u@=?DVxq!7;-&b@k3paj-ByxOdgi`Uqk1gw$nzbvW|GSVjG8hIku=n#1pmj3lDAPKV1pupL&-N+HYVU4;O z>Wcr;--Z-r>c9CN(i?DYql?rutS_$NB24}{v98{iSx-KwD?Wf~zVvK(p3It1$QCEn zKSA0@w_!W;!SBym3M=q%!Q}DJ$=ZT-txeo@fQoH|h>{`36IlPZ$3XC5tYF0Q_aK*l z1NlnnN1T?W1mt;SKrBDQC%}CDO`4vugL!McyiVvt=}R3MiIP^5&@0p-ARpb{Vis)P_#*5;>2 zxU2r1%%p^ASv9yZxw_cU_K9Teci2V@$de(448;TavN=b*C47P(BVINy5V6Q&A=Z3n z1+gkL2=niu|KIfi8Nw((1i5rah^50t%IrV?R%s+6urp*}w1~jQyAaFn zgLFZJoa!oKsuIXq{9k1({qj03l5Xd)Dt+KS5^YrlU%ragzNT(JHIIm7D#VZ4law-Pug)N~vX^cOH5h zpfsz9@8iOaM&k>(%B!{~Pc)KdH$Ny>a>Tj)_B(VXyJx9uDJEEtaKJXqv*Yk{EvTIR zWdS>DjUd}eXoLNZ+OH=b=N*PC8uXZp+m+hJ${ia77IA6Zr2e$?)u^j!Va=`4n+v$n z&J0_Fgu*fnnR$|=Z+v4-l6Y@?7ybx7ScNFB3jMn@SRwOboyJueSJ8cxp zo-EM9lK>pCT3~3W2ylN0Qm{P9 zN@22SZr*Lc)jnJsxD}xixbz1$5%R82Q&cL7VJ+VdUeVu~b$9?4^?(I%X=8nM?96gkzGbGfudhr`BRtaWP{ovh zRsWjl`Q>DQkQ7*j_m%L~H%GgbmxX=pGK+D+QqUnU%O&0mg;&MZ1O14n3n6s5fvXpmMhYVi!+*ROslYBt3ibRg9=g~!G_dRSs6bH2weC&tlSAz z?@RJl1Xjn3p9iN+>Q-$FL0TR_l7x|@US<-BJvzTe2~va)SZ(BV2b)d7ih${#mZ8Sfg;iYjUv(k1Jc16BhtYPBQh#0 zBsk|dRgB(We#%W_DPYd=0;^Rf5}0{0;ZECVBOcnN`iNaRG~{sO*G^D*^&v*69$ znNY@jJ+0u)aK-u8)$Q-V>~05!i~dt)930O5Pg!vgY5zJSEdr7kz4JU0+VfLONuZT?y<36aZ;&$}HRWBXb}gaOuB zJ}yTBO;e$vdGp_Csc)L8Z>*^@yxA^CxcN`{k6;X66|dxycpbhaZHu?ppB}%8KIoP< zFqh8U?+!}tS89DIM&@Syr+huhk#*Z@1td&owq)j)Ze>urn*O?BO2^ zZxYB`XSMeQejT+`nCJZrhkhi3t8n>Mmd@F{U-dQWk<`M2?6F^D=wBMoR*day0I?MT z41z6zx}#o_B7yFs-mY%~(?=~%FY(<3a7h3oi3#1ya7z_yCQOZrb5H><`EsuoHsKwXIZ?3Y`CSne-F7@F(7BH9&jmrD^2^yF_x+K}hX~p*ZPAKJMpe;3(}d)0b(|8V_z zs6G0xaymn*AC9-CIhu>t9WTDupRb={8j3RZhm>vm#nt4ViVpfn^117cu~>8OU17wP zZIg%?0{1yIxTpZPNu&cC5`4jo_SYDM6mh83jq{R0Km+(yo4-K0TSTvbtMB-dNtcY|@1g~Q&V8t;~(}=k3wV(sHL=aLd zh`eygUQ*|zKD`x&RBhJBccn&q?VqPS1=|kaehClcdbZJ%_v|6FgJQ@tb0ZfSW^lnh zYPy%N*lgQ}>YjCMW^l>J+tW;y&@Fp!-`Tv`jVEsj9rUj4MQf&@AcdmqU(9`b>LA)w zBl4>QE1Zz6%Kv2zF}r<*;|R6uYG9y3o3&ZMHOc;qP7(+m{!@iUgXYD1>~RiV@9Kv1 zqSa_~_9oRw_r50OA#v74my%RzHhOq-30Py<#dcX!#s{h}* z6)}mJ?}R6T-2%4Jli(;2M+lwe+ClURR)$y8(@PoVJKCJaA|uM;W=Oc}Al!&j6{st0 zqwl$6nW3I$bp~;-dm!r*d}Y#^OOWvXjXQ3+)I*8_li7u<)wP4c6|6?DCjLtq?z@te z&bO>-z@A29vV<{f+7ciDTNnjQuohyjMrgP#+qLnh0Go@g$XHNmDBZL5gWVOZ0k5VP zmoog|3c`SdSWw>LH9X}_1(6k=+%V{yclz9a{q;ef4VsZ}LrAJi) zmpqn$47{*GR|4OiMDZwrEAC;s(Mh1>uFxb0a~i7uhP?MDI{K_>z(Yj6Qgi~mpWn1Hj3%`L7clZ$ED zAm!1%_>WH%2$`yK+iA^rQgwbWlFXl8HRb9=6t#_0hF3JZ6Vk|fP=@7qyWgEo2z?2D zoLPB(wH@-2vW($vWc3rYkCZ74Dv>ge*`Mv5?y;QGmR4naqHOv3lf4yOAkpHF?HhA( zc44;9weV*#vIe9)AE_KB8vf(8Z__vb*k>0%71UgNkBLbNo*r_&m|Bc%1ns#?+CmZuS;LJBeY?hN|) zIreenFSljuD48eoFKwi$^Q|zZ23xA*?v3Jn5Z*W!y zA_Be_rWP!@)T%vpy>`L%duB0m3ACf{Oy>b9uy66-@sFuEzgUGK6)Q+Z1X95ofK*%} z6&pxJDpFw^@N)JVD=$2rcw`_^RuJp6tf1KE%)-#hK^9aYLKSJE&uD^#z#$AAD7V5D zAR>tKL<3kdtWAF12hMv({(0}<<&}XTpx8z#z9AJ=|0v){1r(_O_O%d!4Sne1J)z4fk3UHdDdpN=rev#ZUijUy@5wL*1hvY9as_zg)?(zaT_B@{*Mow8nwz+ z-#JeJguCq9v=|lzCi?Y4IpygOFNWRu*-4$iX_*{h0biRbP4;XNI zT_nh=(1#kUYF{gU9VOL&*Oj`xK)vNyJV-vvXFV7thWosi1eIKM_p<^Tr|;DI>!9#w zZKnV-BhV_|hZ?79Un8CoHC1BQ^;vt3f(3XZ3O65wv&u|@J{K}m9t$lGu{FNBD2iD$NHl z*wJ)`xTBIg0&()T7ihHjt7E>aD*-_#P=>6}MV^?>m(ePqb7oDi+Xh+H`cM;8k^Y^X zKvDi2KtoWKu;WQfP&JN3TWx1ZEo$n>uB&i+fnJM05!So<(!N!cA&+wrYSZ}&+DLTH z#c3jL{i%uomx-tO0W^eFQ-5byQDUsmFC=IH3!r8Y*owh`J`^gWGsILZG3i6+Ou7Cj z-mdurA$~-NHF~!zUzC92B<(HZkXY(}0c}*-VgDWJUw5&4?Z56scPW3}so>Lp-Jw@x zyYBHY?Ok^TSjw(D#l`flJLuF?oc`LrYpN52E{z|L1M^n}ogv?kkGH1NntRtBCEsU& z;)2^yl%+qk?8q;(rt{Qp5Lb%NQ*V`Ji<{#HC@zlvC&dMz_@}tImjXUcxdDocBcQnG z1j-0pssAo6zMxaKCz@OWntIQb{so}Gu=o9^p7^%{;~Uxw;B$?gcGs{%^u7VE;Z8nC z4Jb~6EfnfjTzvs2KYWw0#s zWq(}9hVAsn77Jp%Zo>h6-KedefA0-`*~hk7cx2Alzp$%uMdn}mzKh(W-TvXq`|4Vnbbc0HXq)00vC7`r~g0vtl14BqigCIyr3Mxp6bPf&D zT{8?RIrIQCz}>^=e9yV({Lb&(c-(*PAMYoxz1DlJwfBYx@4ag8d2RE&H!AKVw&vpW zMf_yNoDw!N_<6(~w~1a*>2m!Aa+DZ@4X=F9gZeK;kd*5?>@IE3mwZ>2iG4KH64XTw$9EsKDG^8r96-99k5WjBIFk!|C2J`gKA~8b= zDZo%daT5|EGmiSlfGG>$F~ZnJq6_>935fbTzrjJiH3$l)*qaP&am=s+Fo_Xt@H1$C z11MHE2H2{+hj$-{cimv!IwG~H$4ls)8@@vyFngf|HODrKZl=$DwvG5_0YWhnzjy6Y z2$Yx9lY>7Gq|S&S1g`R4Dw3YYAN@wC4FtBmdb}U==MmL4(`GB8SwWeg71H73EedRuY_Y@$2d$>8Ld!L89**CjBIX?i^OE zoiTQ9$-g#;=n&M=FNemxUsBGQF#;0;9>vBPDN+T%J1!2_k&CBuh2scTf$JczeP6uiKktMxVIgYPKnsl_+MxG;g-w1ENK~y+0_`esnd04R)PPxDK zvypIxJB}jqb{uoQK-ATGg~dZoKht->obA_IE(22#3wPpH0QwOFEF#zT#FgmD@ET?4 z$CFwvLHRUFF+1!CO=fqQkN8Ya`TC^e`?-Vl?~x}L97;y(A99TL;*hPH24h>81*~5Y zt#vh4*5r#`l0Uxe_)e_ko{!bjZF5VVS=OWfj5E<-`RE{8oHg^Yq=U*YyJP!PtmSvet2PonpZ^;qXhZ9?I}HTWIaI^r$RgN-lhAiM2x1jT6hmL@E~l`qijC++^)2p}5t3Tdr0yw2~l#xO=OD zxZA11QJfuJ|LDN_^V1n%e%b|?pI!$Br0M6N5-hJPh$FCFX~}S_`I!hDbbi?cPla^^ z7ZCU0#q+b$%47h29S5MFQ_$lg^hYg0Ab=}h{#10QjZW*%yx5}SXLL)`g8+F&JM$_y z>daSHiBfB}#)Y(ohouI)n}_8T8*G1z-RG~_7<{?2f7KzlW`r0P8T>;2`6WeZ2QT8Dp`mARdItOwFZUKy4+{`s$oow> z?%w?-Xu6%$Ozau&sCmSLR&?1OxRPev=8@lqE=<`KcD?1yd@_Y z74Ci2LU-n|59zf@CV~&v;mto$`Le99a&Bt?d)Ie7;ta#2>m4 z=BLBaqo(b-*QV4DwrT!0;GgIuj4sn2z#g>~NtjhSJknlHDoH)y;!B7PkC>N>P(s^C zk~5&R|9mk0`#GHY*GRpv2%r2G>h4$d&8yM11{Q`gV(i+9@LZc2I-Ea{k^=QFMTzW> zubz(;^tT%Lr<`l0UYowPyIXgtc=v}3{_`vQu9TnF{fHraL9ETcm9PE6k4+?Eo2Up& zB9a)Ft!Fve0yi3z#V>}!-#cgnS|?77Jq1c9_9^e`To zfLQRiCYtjcVj^8mEd6)*hl;dBWddkI{da2z7+KtNbTIE2g?L!6MI~f2IyK%`+5Y*UXHa7by`q@&cAw2xjcU@M7Zml82_#L57MpU?M38y z%Yf9i80^Y-%y!NG;)*{7rn8QSLm}^A&HB$;UWb5+eg;b`%i#YKPA7Rr8(~P5A(j<7 z5(cLW6Co<5^5T-g&n0cUecgywTmz?}2*-WCCRw*!j`8ZQ&zEa}6VFcv24&LSuDAb* z)k(Uln3(`zj6e22L?zIfFGPmF6+E>JjsV^^0qzBfB7o3*2$p(`Q-B%Zmz5y7ehSP1 zWc@2}+xuHFVXU~xDtvSm2;4<8<%du}7#p%#O(0!i64?{AuuCz4lieVGq%oIxeJjam zNxb42YBMO$0%M09vkj|?2A;Ql#niR-Ua6!m)T&gkw$KBE06(dOAHy*2z!<_>3q7|U zk~C@H()5GH-muE?j}^8c#hish*xI$wlE}3^w(q&(0VVyVX8LJ} zbo6e#)!MevnR;G8*Fl8MVG!Nn!?P>#rP|;w!DqPV*Wyc-b7!VO*F#uEYl9Yy`$zvN|+YtSn0VmVb1^cb6XD{q5#s@+`nk(w(bL?xwTA^}<2idszaJ%+b zm2_pL)AT1zSmf+6ur9KH@qeXeG~k{MWOgqC^2vf?DMt3)$m*Na7))x@O==8CV<8)mkj1_j z5D`Wew_K{m0y6GTU1ZB*Uo5D1J{yn?82RBw)?lQ@jjX~*q8nLu<2#4({c+=aBa0R_ z;y@a6*%Nh<`HPxyAfg-jWwAF7)H|EKP#2l8*cS)-a3fPOQsYK`#7LqW8IO^@GZ^3K z8{Zolv8WLb(wNC!t&0p@)Qkra-AM3aZ#?MlboNeNWWZuyJm}kv^utJp8|j6Sf;Z9~ zBmYied|hsQZ=}PG?~Sy*@x{nuYqsOMVoNr3U9kllUVX6{8(Fx+%pgz6)oEovl#o=mnUg9Inz9@Q5cuxZy9KV^GXU#!b!QD3ahW?NtU zgw3VCScA>0zF3VdpuYGKTUdRu3R`S_q|%~7N`0itqC!@EwsEK8mY1Lz=itCnQETUUt)YIRRbJI;x++M;T%0^lsR6_pbjQ6sgmy95p zQ~Prm5d0;59)AZBjS~ubQ$A@{x@wEP>i8gUQvTWIN=FIk z!&pzG338+`f%4a0d#SX+Hv5D>Pwig&Pw9`_?5qAfjeC5W>hK`RO+mDxk9-j|d`pDo z}?p4VJvROd^uaU4F+FJn<+lixVBYg`=Gs5AkDGLM}9#0 zOXCy;1&Kz&L1^zUkOR=H1Cn!&CEX{Imu)jM!%K+9QvU%1arqs#n6QCrX@gz%XCR*G zz4qVIA9vYpK|J$&d|EyEE0bSejov$)x+U~L4f^2y<4D`h>==sgV{(jaG+%v<-Z_rR zkv8ydW`{qIJ|2RQC^yu37jv^o*%_(67XB|7R9E#70>ECHMR_PE%fah+T>5Ix!ZF;` zGY^Z1kqFo+jD^RD$LY?6g*6-&diyd`bFTvxnr0wc6eJsT^4Ff3Qiv=AtMfd(*7`x!0W(Ui@-OtpwEm#@);nYz=x9btj;Lu8 zzaLS5)KM_duzcX%6Wze$d%F0csc1v;By+?~$+ve$j>d7jvyWwo4bc?e6wRP-gxxxR z>(y4yuEgZGWd6GX;|J0mK4KKpQvFloQv;{|lq2_D!yAa(ZzsC;J^P#?hV_n?0LvBP zPNKpXW=PZk>;o9VUrM=tah2oII&k@3cHs08BE!?_`Gwnz$fMaOEqk)F#;M>)`hJmX z-#k_zz)Jl4R)K#PbeAs#)f=n?BY|au4!t1thW>wx^$MB2)4L+5tuaJ}iUh3XNn=DG zu)@&r3Y3?H**Bnl{g0(wmjGJ^tis3WF2n7g?v<;2|5DxhyQ)|dnCW-?*LH#QCM$f6 zU5B8OJ>+mP@L=&3FrY^cEF)lna`v-fggItC0ST~Kz$iEs*dI_$2XxrClu@Xc8aJyB z-}zesiwA}=iw77uPfAdMpr#;&oCV}wE*mnohX!$(<`J~)eFtd|_rVWh*n=5g=Nvq* zUb`&S*g0fx^I;P@%wmRcc{bSLyw76)gL!VLjpt`V3VpXdj)gM)X0;`)~QEcbW5de+4z_Z z1i`;>eEk+9n%?>)^VJpHksfdB3VBi-&m`qovt4w?#(ctNjGAn-(B`x@jbgz`{aVLG z*1WCG59Td-tLjq4D&1MM;r}6qmdo*j&afmkWCZq@+T}@k0|Fdra9M_1G1IrR#hUi~ z){2KNbC2DNj=EAZv9(6}q5#?U>J!`mcCe1!RjgKe>Ze<8Gt!O4)*ux8gLt8I-sk6K zZr(PV@D&DN`Dm$sCWRQQ!hQYhoZ&H~`e6C+$3HFX^KWk70^aaoJE zu*Izvv2OS{)hA#XVwf=8{Wj|)pu%^%-V;6U0#+%)`IK_j+k6*Xaal55eE<>WT|iOvDEiz}II+Z*dqxT79}BuA69gx5d$ z@kw{rA(iL5oUA5B(u@?PC7Gmz3{%FXVAr=2n##z=M3es7yl>EkUkp zyL&t>nNWRDEc((@f*3y)j&VmD(U1r=%u|z;RsayHoF8?uj$4ekwoVG{+L|VCP#3HC z^G5wwi1#UdiB;yxD-nk0nf&c-%Z)%k{)|nK$;A2k>+1fO=rZqpu7O|miNC!N99LC%p?%}A%V zR2ixb>XOGz;$RoFbb)gq!IR*e z3{s(8(3Dr{E{cvsXb+U?Rl0|wBNIXdJwt~pr@eY!RiF7W`!&qj%=aX=9H3-eIl;5W zhVE-8w_C3s?DOxM4jwoj@GK+5I{CC@6{H(>n_LPHA-Yf|gPId=c=t#Q-n`PR^cCw2 z-m1%thZCmXkd%_>0yVTCpu#{8nZ8lU zJNs?G^zhIjkJ_v>@X*9uZO3PQ^V&{#4&&=0rEHXhe65vCFDen!VH!WczXa_ryK9Yy zFXDzvznnB4se9V=TE&@KE6d#@EwvY*s>rfyJu{SJc56NRWj*i(>epLkg>Ju}dbv!= zUb({yiKzkfCiJ}4Fs{N`U!-LkukY_Ir|7Tk0s>GjHDzM8ljdR9A|xnM&Z+iXo6 z>k16!d;zSCs%dxGH&Xbm#7xT58P~x#2Q2!I{enAfQlzv#*1vpKV*G7)yBSY<=N9X% zvN)I*#NzAQs#evTtZ2b`gm^+vz||;8IHI^{@m^H@y}i#_SC(T2$=@0l8C;{V8)xO& zNrXV%y>5!D<5UED?@4jhiE&@6J!Tom(cmsWYVX$IDkCQqL+Yuii=S#&-^f z?)Dy*PLs-hT=VBrHyCfBf=^V7K9Z5#CB3JqgHqAPBqak$oxIy8IPpT$q%uafvB8bZ4N9h4KKy;e8Af<}uW} zA>|E+=WbHkZ+seWd~T?BLrQ=@S%w>S21;4F}<>=;C0?S zIJl#lmNUPGIj9eW?qUu$Zw{I<2QbF8TbqX!}Dsw%t^g5rcOivPNRrenR+MC}7TD4jX$CLqK%FMGs zVu34chQ|Gi^6=Mc4G)_vQH) zud4E#lWtDv%#waYTQz?0bx2PFByF%EfLE5ia2^HRp*{2?;Dmg^R}(SIs$X)PPAyl@ z&&T_2C2nl!xe+FA2sAXa^c~SILgQA?quwCY4$)ynfdR8ep0h_xQQV6{>LT&aEWPo> zDF%Yhjy%tgz8wU+G>2t58NY!`K|W2xqKrsOHNd~@ zBURLuNV4^S#9e|*3j+C60+Z_|(%wRV%hOPg0cK+NS=B zl~0<{;k>Rbg_yvw3~4>)#c7~lmV@Z`y;D!Y(JVMSY_A+Zzqis+kTX!wqfr`N-WeG1 z;n*|EEAG*^0zbu^ukJC2mjMhNirg>M!lsJAA1Ku(_BR?eY94hy_n0`?XwVHzzLFi6QH9f4Q>2pRVJV*t+iwiZ+GfM|8%*VJ1!xHUYiCLd}G&fA`#)xSj!9@H1}O=I4kqku?o z7XsfQAv9VshC?;K=V*QJkqJ;z0G%gQURuN)Cf9fjJB}47T1SKRcQ> zK|W}&gOR3KKSVrNv-_j)v#TU$pk(7Ws~A7?Bank|RBg{>y|2OchQaoM+r7K0G0Qrc zukAdBxpRExJdEm+l75BGW@gX_&>Y`pJ>&mt_$%}zXxJcuGFTxT*9uFXR9*r5f{r2p z*CHDv&sA83qvf1Rbog0}yt^|m0YG6y%aEsNZIi1cMm7(Pr^ep{}^(SOP}VBF#-NT3I- zvIW(w!qfg}cLBzXPKJY0EFNSVsJKd6{icwAmUZ2Ep+-?P-YQfA z!KQi2&h0NNjQI2&xeKuVhJDCvVFc}5?5k5^w#lr^kNsqnRs>NYc*QHv5kxO}f6a(P zYJ?K^ZRHc)UvP$`LK=DAJOB!7p2eBZ*tm`!D%iL($efYEmHybl7b_78XW8Tk z+9{TeJpeZfgZWiz>gntVWd9@dDM0NTK0^;hAfsxzvQS}bk!~CnpWSzH8EDB7xE}El zNNid44pgv3K0HuKWOQGFGtI$|BT?(@1e+B;Md(g8OV8apzHgZx3xfiTyJ7qd6Kvro(_W|fww=xpl6op znK0i9{!u7Y}m2EdR=)LD!5`W^saJ^+WuY7+*v;OwlKq5 zkgu>)ns~J!h17tYOAq7hS0VkauP*wB=X_^F#q{^S1ikoSXk^eSJt9@iJI7r^Yj$AT z+1jb!=`H>OW1-tA1)p`lTw50T8ti)WuXXn5hN5)}ZNEz;eJrkXynMYmF#F`J%2uMx ztkv|w!{M?_V_a?Q`h^x7%K{*Qo}8h#Ko`<$JQt&G&>Bl`7~Oo$^6@!Q8`b z8Tt{$zb9Ou&^YCm+LDDl7AlDn6fwtCHS{pRG~Z>pmA{|=${8b;2dS?m^`#E1XzdsQ z0o{h5x)I!d6KSqlHQh_dH#OgEdsViDR6EyVM$+tS^~+_7I&LD`r(29?yMEL$?j^Kp z-9d6UYW+a6H)>UZ@)r2AMU{_i2$Z+;bw(l_aI0^d5xPcADb1^VB9Pz^{$+7mQ^P3T zT=;yH#DRYf*KC|;jB{n~B=d*pM(G8*`VIP-;2mDE@O%{<&lm#YQh}Cs#|AC2JB3wv z1uA#6io()fY2KnYFnuwwAEtz@{PR}UD$6e%{IFV#amaHAHQ?tfJvHYf!TbF+21nU7 zPmpRNRg<2`&WbSA?Ko8&NXIWwx?|2Cp3tuOynlMpTj0e+fJcA`8D}`Da2>oq_|SpI znS@$%vPV|ep(4N}CO5hV>tAeI#8b^N)ZNFaaChQ*8Bz77K#^f@-Yuu|Vgc$;HLzPiSh*!j^ytT;rJs;XtpHmm zm}NwnwRWDh^POC$vc>36@{B*FoD@|88NWTV`}#==3YeScOavyyRI2BlYALe*Kw4@&a239w$nGsSZWpg%ulQ8f?D5;v}%3t zT~(oSWx*8_>X=70unUA@yt5g{i(rW>Fli?$;ocr1qZ zp8NA5zaRa=FY_rW*8C18x=Al@vS_CVvC8^7#yz>;idLBD2E14SxA<372tfFyl>oxy z7jtJLtGYn^n#_Z@r85)q6(ws*588zZ$B5s^ChEHHL4~)KC`OaKxTl0Nbvx$)0aa1y zG}rjx*Qmx!?M68E!A~wx&E4GBn`*%)P9k*tX(j>dN&P5;R3Nj{cq}QKMoFP;qLD`O zlhf{N;@%E#icTp{O2qeg!K4HzUH;hsRH`A!g>w8iZC|2)P1OMo`=5So2yBDu%$mg#c z9(P>9*hk&5_JOYkGhOBp6Rx>Lvq<|@R@~j^PP6<@X^7YK?qS|c*aPwA&CG{)C-R}I zqogPN36|fa-yN$o_Z2X13Gc1uK_w=Np1K|Wja6}uVT!44!iF(7*%SrC!_BiA&$3OoxHupey3eCIqL!6Vn@}Pn~mw&W}Sv#yjRlFgka4!=siCt zD1^V9;WJgB!;R|ix5-GQBvonKejmqEE}4a3*VN+RN;Cq-vX=$>u`)RCD`zxKm1I%= zeO9SjesS|^)?kt^a359sl@feiQvryMqC>n#$Oe0-s}ZlT-v|gAB`F^fiGR79K4Et$?jCu2spVb*&3#sIHfK(Cy z_5d(uzzhf)VDhv_kqj~<4pqWu>@N4K!NA#Kw$pQ8R$_W%z&NV}~mYbVdF zO{Jl_4+K)aas~rXih(<{#(n8{9zZSz&*lJl%`Ee_h;It8${hU`W|hg2H}1^Qk@X1h zEr<_;(%LKa{(Wo}Slz^)aj_-f_|_|Q0>;DoCqpqwU+EAL)v2*045ba0xC8}WnrM$R zBJk`oEcfsoFP4ox?&(-H`OpF~l3RPcwdbrw(9|q{LTfgE^+;FVfVSzNq@#3)M)&I+Y90R|v6XayCW|PsfkO^pnF@m9JQ;(xV5NN?TvOr7+ zAq@pm22f98ArgV_*v2s#(?M~-!TBP~CUPvul$7V5(zB#@o-2;_{u_WJ1%k2DA za)WcH$aD|mOha%W=77y7uqP=l;^=dJ6Q;rsof~@`l3VkXj>u`CkR+_C9Ctw4U+Wf- z9;(mzNjMqOv$QbPglXzjsfCLDFY&)Zwuk3Rm*`hZ;7;MTbKur87uot zRai!QF8g{;fmP`o6CdMHxkmD&T$;aKT6+3Zb@p>lcl-#wZ9#J1?wgM(zo?aCeU$z} z*}`_%m0~!Y|JPlzw5?t89+lhC_X_OXq!~`%}bHzKP2TI9rtck=tC|0 z4$KRHtk6F1P=$yXn5bJ0I`9Cswwv503T|x*6hB+D-OuJ}a?|l+csyb28*cGLE{5AF zkBupiG3#-qce^Q_IYyiWt2%ngvfxc_02T2b#=u0}aH%=AK?mj=yUAOk z;9a25Wfvm5Rv z5q_ePe*Bf?kI4-4=cvEA2KS4wKu5avs26@Nj zend#VnxNhlEBkis0^j;*d1kjTM%o%{?gt1Pt9SePa$EXrPnYBUpAn|i6|hfY^X+|8 z_g0GfugP63NX8P}Cky%sTfrVba4mvl0t2-rSX&h!l?>p!tj?jplSME;Ysq`SLikzl z+U1tqR9psBOy@RlRZ1cF)>QrnZglOgsL{Vt-kD$8gM!LSu3Zp_z>}Qa%jSx!U!N3r zQ8Dy5UGqrByLi#H2vH*@ zZM?13gy(5fNKmC(t{?98%Q&S2f~zj(kY#doj3iDM%URsN$cHGsW(_yVA|i9heIay~ zn#F(Bbthz52i^U@Va#)!uFNyW61-^X15qPlI=5x3QW`;Mr`!KWY&GF~+7uO3`6Snm z_WI=~rGtN+(EqOC|34HExw)yXXv{UB{<(RFn45=K#oRoHwN^VE{GaILPMJ{Uy#s2R zqTL(~M^4n)qu2aY#yOc1W3QT4w6euT*StzUEu1|kR2VaSwx;R9^X)bzkG%THqEVmx zlKCyT^Bgdk@UcVqi4Mj4&5wmk7n)<~p>j{5?%j*g5#Bo0=1uNkLFQHQ&{U=YGP9R= z?m9#@?d0-}UEm274$ z6d!x;KGzKK1fI2kF736PO~wo?YAh6m=V$=Yjpg4nekt+Yy8S`d<&!;~1yPgII;+0G zV`S}HzR}LhCrbLRGyY{X$h-HX-nP=bBHg3CFXG|Toz+`o5vg#Gxz zU)#&T=P!4FZ;IxM?AhaNVFa?yPdv)2pDEz^OV(vDZ#UQ80Uz@+drm&rKzo|~2N2ky zQ@-V{>cUEgI3R>nt9sJxT(BX=ckA?&3>T1i5?z7+CNi%S>Jy5trpf|!-oo0$>JVpn zbqHe6lT&${a`hZI8cwpe9k@)gr}YuyvHv@D2bEmXU<8j^ZrQbv?83X!T3C7Y8)!ls zH3};ptEuZTZ|st{92K5b{b9Z!t@Tl;_$#kZop2p*U&~i_ANQP(Gd8mOiV50126XoG z_tS}v3?Ew6Rt$9#$>(v-bUv`Dz@FQ;Z|iz|A8P~^I0+8Ok+|J%;GW^{Nr6b_mo&i_ zwx%1gRogFxhwiqE&r)Z(`Yn;bvuAo)UW;gQ-mx{#FV5)yrbl&4@{zQ7M~KoNu$H{;`rj>q zui`vi15pGlZjkE=h@jZh#80m*cAX`4E@sdN@!_1O4m9=_w>du;4ShPv*c!UWcGZ=k-sC6FhDCfScFKWlz#URq5yZL-!a@v!K;i;TyXOZhLL zepBs7c!{5{u#<+oBkEsGz_;_r&gC4reeWZo&0yy0v}%PrgDKbkU@*=*o!j`-Powf4 z5`_$f1Fi07k#5gRFUvAc)m}?k87dJ--@*~E>r2$7I=RW&!Q{9t7{0tiS^G?jMTXfq zb`7rJj89>04jDb4|9XvE!^isJ!;?R2${Jpnd*ZNRVG3)357k$-1g>Oz+5y-9aHIcX z9j-G5Y%iLpU~Q}Unn2)k?{l#Y<%!@Ah?d1G5j`FqnK>*S88brR<92VzXk8Rte1y&_ z4=Z_QuYkKX?KvKW3wO-1&CKH;SqhY&eps2o9`0+Hkx}3d^F2eIv!dmbgoC23 zu4)-p;Q2d_;C8>eh37w~cCmHRrsnwvMSl)I*xX8+aweEqo23(jNIxTO4BhGY-g**~ zR`iYWDnG)od?cw0L}C6b&|YNG8$NmWn8C7H#SK15iV;dT!iVqx5L2Y9p~??6Nm>0A zGxBNAn&)d0$RWFPJw8iPyRQ`8L8sK{X^}wfFLTFoSbq!0MwCo@ln?{lUJ2Xfx|ZZ1RhX`v`^=eFCp!f8sa zBL}E|zB)mE&2_Ga;1Ia3TEEQGO35Z2l;lq+B$LOfK?mh+oei^bJDclaJ7w@SVa;%# zh=-A=yXF$BOOD{E;|sgf0YCbIo03LuroC>G8~y^WB$aVWx@rI^bAPf8Z4%>tI6Y%5 zmGZ2$yQKZ8NQ0DBhPd2ck*e}by8f-^A75ah(>e z`0W5dk~SVj{%P_Of1!V(AiSH)IvDi1R_YkS}2r`m+JQne9-4A0WLR>@19dYLINYyDKo#4Ij zr^2kVtUtneB2|C8ue!fvh-cOPQ{>(j1&lVx+{=WtQ%=%RfWJYKj#MSX-*fzsvDk>@ zWRmsyT&7Q4^SsxfRL<6$c!#40;R15~(iT@#L5 zd|3mOPZDNDTf4y9($g0^d=l|+1%1Mvb3T>`MO(^{CoZ$#e?)GyPWB&-P2{v{lEy&v zRH-?`*_CLnL&nf$4_Hy3K|-t--+~xqeUEUsS#g@fpSJJ^P5v&j>L1BKPfld`+}5IN zO!@aX{UGUGe^Sp*@r;s0sdN5f!Jp)8YI2WT%385@1j6?|(N{mR^ckUX3=B;*aV9p) z{~5BP$tvmoFsgv0N0&)|(s$gXSfqGHyily&bgCUZC!7k};;8Fv zF`XU6Bggi@P>I_%0&28C1kM1Sth1NFd`SL1Mj@kx@>PY56Svc$@}+MNTWjV^f@uAV zCAy9Ix-lW$r9JQ;1HvzmV2=sN%i+m8H-f(#9L<;Hsfhok<<31HAdEj{MBc~t2E>SY z>UDZufD;W6!vF6^>NU1{)Gb5+iA&&foQ&lbf!y1Bpnrs~1kB$0*CNGbCYu7^?3Jn* z*Pa|$a1R9e@-a|vW_#3LCa5kH<(~uKV_^krz)wC@rl%qs!OH!67ZTiA&!soO7xY=g z=(M_?9;YZ!K>BGxtKL`Fw+XdAF`%Y=^Qy>awRNqg8{=Cmg(;mBwfJegv$b?X6nlm= zazcbx8%dic(aV=*3By8;2*+b@(rxY75n7T^ol;r?mR#~60t<_j8Qj2kVUPz72BBY< zyi5r__7v)ijn@};jUj~Q*gCKAhM7fX*oBhW+GisO%c!7oe8pTFZ@`U#c0-G3AJk!x z*wY+Naic+e7roH5R2NS>IaE#2RhpYJOHC zi6L?z%`xll-hlLkjPF94Tj^VodQq75%3wW*5feTENtH)zN#M^SO^!@OXeCuAyUs%F zU3|RJ{`$q1fR0ZzxZYIdK#f7Y0#84wP<3UM><&o3mX)4Qa|<(gSxTXj;#nSe-YvLc zhB_oSfMzv*wh0sBC3*oU1{`RjE`QL%D=slg<#cpqu67wM9o_@J^=;15cbp8q@zm-UsC_3epaGbEdJ zEF@NE0sfC~=Y}iP>B=xmCqYIlq5{GSZ2k$~Ic*_2wn++PjlJBg1Wk`+$Yx$P#D{Fq z(0&URe!b1)p7K`U!*8uj-yP$zDYlGH)q%wpFU-zPGyl7$v$Ih3HB!lYJ|FjVU3j;q z=CvEmq0Tw)dRlf_iFIiOlBCpsD>`r zp}VWlK(?K`S)lMTA*k<6)~=lDW*I5MGOu-ikNyG>xq!g`N64uVUXUU!IT^J_G|iUU zKx1@Y+pZTG-nr1diF{atU#rZH3Z3Uj&{5hQ>sj5@X?+h833_o6yip3DCtYRrowGk& zJk&+~X)%}TWuc4;!<&zuXHRhLa!u#~=S8@Qj_d=wX&k8CL+F%AG{y*Vf*%x8;$eAj zp<=LdBdpZ1o)%Nwhfi-$ps-uP87s&jSnVtjydxa~_UPh<$yqB(>V~0bI#H;dI9Lk3 zhINRR29^E%pk`c5vv^_{?s^LsA-M;tRw&D#szXI08EnoOkC6+*1TYOex9Y@e7g47n`U zGImE6-vi&rb%QdrriVzoMZ^BIW!84Oynn~mb4&680OBnW8 z-%LWXJARtgdDcBA^`%gM4IhH{x{wgErt83id4O31^fMj!Qt_PyS;gmuGH2hTJAA-I zko2Rkl=hY(JX!DX{gL#G)NblQ0LcHR_@2hurK+<`1Y~X*AC@X+j zflFX9GWvrHe2MTCDdEt_4tvXcUM8hVo;sY{+%&5wh-)w%OfYfc@{6XQDiXzi&xJ&h z;(0J#29_of&W2q5>7{+v{U6}`Q1v#W& zjW!k17rxb$(~v(WgCf#@>rp{7NPHY69r{e`(YU^(W;mju6|}E!ar1rSCX?f$vzZ~z zBkIs4dQRoT{Y|BUR*6118*O~hntXZZRC;1+c>9xQOn}MhY2_2&$%#7y&w;?)eFxK- z2KvbbQK(N$It%5U4$I*7FF-dsmVXvF0AjL4ADEvL=snjn1Mf(Hn-~io? z#5}?rI5Q0aN7iEA97>7jsx7+P}G*CsaR$`*$FX8Z0;SASV%spYF|%eI^bT z_M7SV>Uuw3KpvzUgrhAHC_iq2>BmIa=i%4FiO*%0a7@DqMG}>N`m41R@ddbtSU`vw zd%vnNbtXQNAz3xxp$R41A`e$eesK~&sa5x~O)~wtn+Zb;(|`&~gdKbc`0s(EaiEER zTj2?3AD34Xez~;NP>Bz*O!FF z?j-Dc)lE6xxDs%tg-c?>{GIW`H(9@?n}E$J9bfjTB8;?MkV zBEtM#voKt^k1!;}uaRN1z|;9I>xVjLYKpK0AQNW?$fU+(QZ*XEm119%xN`=SJ(rAF`1galqf)PEmc})9bg-o63 z-^7HWS966-VP}$A4_~6^!f=(r=!PM5N(T?JM#CEAo ztY>*DfG+?Ej2uugxY#+#__~9AMQ(iS~B}fe5`(ZCp(<@WMeo4 ztGD8_VR7_aJa`Q%j57QwclHMYsZ#W0z!|V&6x>+>SZed@`#4%*ky1cMfLA72b`UWh z_-3rSqbsV*5uCHJ`fT%PL@qP+;SC2ZQSMkH8Ie+^c0|Fn*Dc%X9a;;Bp7MEh2a z^{Uz3#znJE@ve9<^Q;!#HlJSE- z&wn)fv90n-?(f6p*y9b~#IW%&RmBk6!+Z|fxOMz0zZL0iQ z{0^XR5r%PJF{I3Wr;0w-*iztm7|@|b#op5H0_l+ctV79~=*dX&KCAKACQ&O*fy`sm zf1CUt5F_5SQ9~DlU-ed0e3ExP=>D;@4zPattzNtQ8uGV&k%F?^GLL#IBB{)b!L zH$FFXYQ0JSAGy_p@yTfX@5x+`N&io*#-!Z&iD7iieEg*qzf8Nkmxltymsvk~7hy2sL>+u^4_|62>NHc(mxL zt1;-?Y8CqZyjJ56(a&w^_xMz26;&DiA3>k*pALJSRfPcNaX|C*?maUg80%E!5chUo zY6Ao9!>cV(sPu(eZq13iQNVKmj#JTdJ|K>#GiBE0L{(yhIZy&)nROgdl`*I!rbb&u z8eqho=ice~r-TV~CAHNjrpAAw{!RGzTT8nFufYhBQE%}8`+)j_3IAsSy&nEIQ6Cfj z|1Iic1kedrLeNVke?JE^uM!#_T}t#){_C=kHMLe0SaN-n;Hv-yikxRP9~6 zs=BJXneN)V12Q!R|7GyM(G8fNvHZ`~|J&}|3jf>SKP?5qQ~h4 zd1YB^+`JGpC#|~1CO}Ta$rX9!pEoy7`>$#@j19QExjD}Jvk>Bsre0&iQdhu7H#k=j z7w6b5N^m){GL3IbF$}@&W!^nM=od2B=7sf`pK69YBr!J!$zo!Wy`fVKCcUWYLah|!T&-J;@4S3;rVXy0dN-nKR^=TDr&UC0-PY# zU8s}gze6bMtcyX-wQ~%5*3jMJkr3K8C_^xxBm)f(9st*i{}xf*8bo*QADlQjcy<|5Oo$X-LeAHfA2;CxIj!ah+!z<4kI3Y2)BsPQVZablcNr%y~Eur7c@G|U5B z?(7!^!wD?Z+dRx)KF~lA;b|u-2~A06pPZqaX1Vo$dNj|lnuBUI0^KMYfg_b<_~Dt? zK@R%ZY-E!l4_va`jQ-HJ#+f{jzWnhHhuW?!WG6j6DWrJHE)hM6+^BIZppi#nk1^r3 zLhH#uTl|g-6R4`-4itGqVYKz_0jkO zjYeoRL8B=e&Ho4fPq`6#p;x1qxYIdmanGYWRKJF5*sCAia0+@10_cYSx2Uj#9>XPi z3{nH=F{Gi#Ac`8ps92!;k*wdk*ga&U&5gNRli&DN`>OwG$$3QY`L5#;N#fDQ8#N`9 zHT|x1D&ZQI2|V$plNHRyklA*xgs(z<&^^N{x6zS2R~k)$j9S~b;t5p`w-$99Y;@jq z6*y@6Y8p}%2UA~Bcu^3wyi=Nj`=s5gG)!Ejm1L#tE(3p%4kyC>$>zZN1z`q}_W&_m z>2CyvTyOnx{#x9<#&%E(wSfPKeKu$%mNIC(ekGJ!G<1vc*!_k^C*!CYK9+Thm4qr4 z-v|VMsyzlur*Iy-|JG&|-3SQwbKm8u0iJ?mp6=g3cI z-Qpz;qDTi+NAiFK;4Jdf*|*@NYo?_Sr_;fD5B=oFvuXW1eUCi$WMGpXqtv!aRd_R$ zj_@A=NA*7+;MLOYxfWesdJcQX3TaAfmAZ_CuE1i229+TTWYTaiX#|mNySW1^1L75A z%0LUFq&)Dbo=zqs!?)UE`VB6_m(LtiAPJ@x?9bDHy<&#Chc~TcOXahL&Mnu4Akg_6 z5J67?pE>y4_t<0?_-G_BT66x5Km}SpLOkq7V=zIRfl0sFYX7+@=}5+_k6aAPETTq0 znvK0-aUP%s_1F-ARx3@w6o=D8x1s(&W`{$CJ!?ek8=Pov{h`weZYMT4y*nE#y3Ex% z({9sz-zpJ^byv`M%}~dq#^?rX(QB~~k2al03^#v)5fhNNN4pmD#~wLnEv|(4WwF`@$m`vx>oQ~kKMPuIpNsEdj0#-fwRUeF%|ZJ zNN@1(DDO8wacyj_g!ZW6_vP=9-14EFsGyO|#vD0D`fX#DXao=v>o{n%R!eJ^m+zkA z$D+Cw;lAAZO0$~ht5q>>@#B(x4*?P2vk;BW$ZO3;dexYS4Dq?ms5G?iM75g6kC!C1 z#>v?ZAI>DZ#m|-`y}R=KL>RvEC8_mIcPr^p)wmb4UUXt*j+`}lvj^;1pFKW~m4pdP zaz(;X$yG{^A5DPvS`$HY!67mXIsSa7Pp_Ib838DYYY<3NJj4QX628N$3|1|EZ2*H^%wXSJ^Ez@HI;hjE-YYHkvw@pIm6 z$Kwx?K6(;bUjy#8Muj~G_j8K`7e0Jt`)W~$BP+vrvni`}Fta4kF4}2pCC4~i>aVMC zw6pzzz6J3ZWB;H0dr8xe+&RY|9clk80=ykwJaT7DlwR$_ai#1QiTo&yP+3gPd-wWRk-BSrbVFI#7ensIB_iO1!A%^3v4J|#BFiVndsp|))3gYdF1#oy-@LpD8C_lfUc09o+ zYTh&xCFWM7D{X7|?Fdq6GpgTj zIwv|Ta1*tw%k=p)Z&dR){v?lKRa?TUwq zE*1jAaPbk{CbrMSN^Fe+bEiuC<%Z0-5YV0~cx?aVd?;yPe;0+)bQgt2Vt>Xg^|QsN zpK}bF;CgWu_%w-iiZytl(F2X{C|t(&p?n$xm?CA=DqUjG@nqgCcuWAlp0qs=rX>~GmMxT zCFW##4#D_9S`5Q8_fUA9%8fbh7r#}OaCqG#6wO4_#{l)-OHjr2E=`C)HcR!k@8tj{ z*-lU z*JIrnF9{e?e=#K~5O|FL5y|z`I>mKuEYt!c6B*a;fBoQ-#7bh>sb6Flk3}G@C;k49 z7I1@r3&@!Q0d6pn#@;`n2=_lc*$8$ZVJ85u)l5U<$T5s|ZU5vw6-5X@M)MK079vPPOq6sP1ZDU9HvXGJiP znq%nNN|I^?O@pMvtRP6rBqHz1P9-zor}*j4%nBhVX*(fjTpMKq)*X%CRtosrqt%T_ z=Sy+~RxAIK0qH=U3U;RH)81e+z1T2svJ^P~qt}`u;|b|4U~mbLc6r_h(Y(eX$3-V~ z4vMxJ3{kcsf$@yE0pbnY)C~ccWq4py%0?A&2LJX-4)Y5=?(+h#^=j>uK<4tx$19I1 zWd2qhWyA^<8Pgizzf~Ikz~f(HRQ@`AZ=)^nW`E3nkjJJ zR#e1t2r7!-*Y6wHeE;07GwJrK)9ZSr3YpbhnlG)+nzw2HPm=$NFL}!ICH}jI!EENa z*E0K)`&)_1Y+E79>Bf7U_)nZU!$)C?ciFbQ`?Zh(m(M^0y5L1VKK*b6t^W(wyT){p z%;aHTp0IK&$6$!mGN{NFylt)^HG8iJx|QIX%+FKll>pl(87D^3b4_A?dGbh8rTc74 z0B1j$@@e9z$d)ewhCf%>L_T}hD`z!$Y5poZyYOQ{b|Bnl9Vs2w*qR6JVsa#I^wX%w z7T!-NvZZL5^i&yBB}iG>tV7Q7O|+0Yko%*g(*31USy|^!9NGQ6Ue!lBcRoep-Tg$V zpzujPob)-qWgnhMi)`a{vIoY|1m0Qco!Ur(yIfKbQZA`ad5?P^TI!sGqegP~-!Yae zEYaKx4rvoQjLMBMU5zBchc=P1QU=)QV>({t3+~)=9&C9a0cncMnT{mIhgNQ@eBczk zUTZVOCkb+HW!sG;!dDT?ev05%!M=So76HI;a&CKhSDb23ldYKA^%Z zhNZF)GtstsJfXR8)NW~?R@Z;7;ZON4{ z7r2y=Lc`;e0fjvIL9IODL6tmKO^zp~H80dC^Itro%u`b)<0WLjt0*4%1$UG+@2+x4 z)YgHtfObtRVQ}@(&Rw7 z6;)>M$AW*!eaAYQpq7rOcNilGDV_-pZ`E@|GfO+dANGJ7!#DfHPa>gT$(V!GB0L_6 zM3Zde@;^I?d&Mo+tQ3`g=B)+$%=1TXIS8*l=YDav@Ij%Mbz8Z%E~YH>>`BcxU907FEh6EU!BJ@D{D=ISuR6r4;h zM8$e!KZ5V_5q}=W{!%2JCdZgtv21qX0J7+8J)Q=2MTPvX1V>ZhjN3qH(MrO4j2bya zW++vL76Vsdm?XR$RRP`ysD4DL9zA1>M%4=eQv)?(u~0Qw2+%dC(KYzdH4M;Al%t!l zKsV8ifodWa3*8SYwCY`XE1(}AK*?ycHLZ&=)h-uv+Xm9GT@U^&xzqbLg7Q{BTaU{@ z$i>%8y~hH=Box6CdyKo)>F9rO+m^I-7nF%9T?ENbYB7N_QK5SVid z^hS6|3)2skE^s^{ zUr+)9l;9O*i-2qzEtVN)xaLy#2mCli3RXOYMPs>Q3p4*Qw@hYQt*QVCr=q^+pPzeW z3~wh@-3^?w_*s`LHD*u~sC?4V=ns!*NX=ROC| zAAC39n$Z#({6_57|CgENT@~;oBO~=0OT0=#)FWB7=lLm|6uk-g{Wne%bqgddv+{9T zHrLB}&DoJ#6JIF}i2#2ED%93V;Qb8Bo#7vMhyU22F&0=Yq(FWeXxgTp@aI-8EtPZk zw&@!R<(d`jmv8p?U}_H&9_iWv^fEv{UGLL@xa;i(-R{@LCeAxGfeD<1yytQAYx|p9*G-akMBjx+Idm+eZi>b3zU-8?%y0GE z+r`_?K!nRS%X;iXldfbi690cRpjk# z^4~=8Fsg*_`e(kPZxIzF{N`KZ(h-TvpJlVOU|ju51@qSqEqT0n3?z**wF|8A_(N03 z-fZB2Epto0?JMS%4HCZrT##c&G-$*cMLGd;V!jTMUI*(;==skt*U`H}%7*;sSL>(& zQqm2`RZxmu07-#b?9;i*@U+*{;>w$M%7gIvurYKDL`dOnQ9&R|jqM@ACN3{l5Z3tT z(v{bY5HJvJA#7g&0mxFYF~t8vTXb_Ur`1aus4EE6b$c5GN>V4p%r$<+3bG=FfFr$n z%Fgh+;AFR5{YD3JS6RKt+YQ1;z|QbTYenx*a~3-O3tz^?*GRqV&V2Y{7lUhhPB zbN|x%V9Z34apexuQen(Qm9yr~ld-1iEo(sNrlz;M8rW=^hyxgnU2UdJ1^(Ct|FZZ33i#IIMN*V0A`jX=4&Os~$YA5H*3lBm!#d4CTYT6M9a9ln z_(fDJXhNS5JGbeTFldcD1RPn7Ma=j?ypx*&hx__T4`I3|6A!KB%s1OO)5)M<1wGm0 zCkoplHLT~`A7X<IJgWdoby?w9igwjZf828F1q1VOx27eRp>F7VVeeEI9HXP_;q z&loz*B2@4TrVk|ksu9QK`vO@Pi-MaR#uveIpNFJqjz#_k@NaT_#uzDibr-aA_us@G zzdJZ<<2i0s)q82@IaX|P=4mW)TT38uW}OFPS_py!)SI%vzq1MC9lMM{_U>vN6!g<$ zJ)tT;Tr_MgBdmg&1^T~ULH|xKJ8TYNwJeQf6Trtm$k61j_|dzA@5_A=p~c) zTKKfT1)&$Qvy|rm)XW_J1-Ws}E#Tk%-`qL8tRYz*Baa5Kg>i+gA+(8*vB*|m3rTpZ zZ)U?1JUmm2T1K4lWuwx`(odOH#!4`uvl5_d5P$-W0qiejX=y|{Y#aXpsVIhmbcxZ- zmuMEmVGVhis_@kQKHgwmxL!{VnU;h)Q^Orv>W+NxEyOXFk$hG%b--%-mkJ(UaaywgXa;Q4Ql5~ zirfcew~rX)mZ3UMrHZef2KXs(CmvqvuatZ>wlef^-@c@gf-gnL>J_U;T{iEx(|ud# zDrSvQpHbNAwJ!_Qc0A2Yq8Uuk3(-sTBm?;p7%K9fCN!M6WRtvf&dI+5qK8>Lz1b0^ zu;a3OCoWVd#~#B;74Mty^^t%YcLJB%Ttj8mz+2)#MXP&(K-|vR$gG^?Fo_x0+dZsI7_NtD~c;*DAY>bA}O?>qSp`c7^MefkyHXPIOVb^4u{482`| zUNc=zcHTa6-&zjL-#K1{5`8N5ZVAD`RnX2-!u4HdR2-q$APs&m9Z^)kGsJe|x6HWQ zT(BH|wpaKG$l2RHx{>`Z{)5%(<&A&5uf@xN=DOV&pL5vdS$rC@I-Vu{9CrWwQc9vZ zwo&Wz`l;ips#5?`D}Zz3)NxJKGXVKAfbn7vSyxT6-hJV@ZN+Ye^bFv{IQhM?ha|ji zy1wcm{xd#;Y`%8^W4MSHoq{&ccQ+x-*LWk0YuuCCxqt@?<45;K%c|L`ZKq~Qjl};r zJ`$imkqo6K@?$uhp6qP(8I)OIn=A&vZnDo%6gGPy73w~7aVcfdTv-}OBlvwWvZ->u zmBe6rZxx4B^+DmGnj77ZgPd*Rw=Kh`OnC7fwtq}RI@~s(aD%-f9MaO-B?3>G%T(9j z->W0kyO|(CpT<*n2a~slf?E1uI0~F1hL=2HG{x76>^?Fl7gBGVE2{&a>QqG108)b@vpyH_=EiHvCaPj%;}?6Bpd#_&EaT~2fc&XmV(D;YxKYSLkxw{8 za=g2LExo-nFYnaN&S{U%uLnf!N}lSzsjkg=YHz~7bd)%Fo%A%*u-EGbD1I#Prb8b^ z-i*#6dH-DlKVM2V()r49w;;*M9s21FVC)lM><(ZIe^v67;u81U3PWJ#``ETX>5kcHeFoKPOg1xZHCR)-@lrjO#ar{47>L1y(2&I*!cW%y5yl3i>%k%UAekl z@_E?tyj3UDz}#*zth;@+j}}`wwM6Ciak&l~A&CbNOGme{?xU80;}m3duH!Brq-~aF4_3gJAZUzDhB`&v}f- z4=QFk^g#n0hNHsTowMFUDDQ!9l>v^Rx*5XW~K#8qp2cSXbsl; zOl(F|B??4AuwC;!8*g)pfC~KiH*vu44{q3aPFVH*y)@-KD>nUmK5TkhYb<(O?lw5q zodxE=83Sc-v`1xkj&Gyv&BS(sHMe->r*ynQ2lMoi0b)K#tdXAHdEi!ZC)ux^gKjz$ zumP}lHl`9A*j*s$d*#>q+hOrhf357zb!#1cU;DjX3xy6fr#I(P@4*CWE3sku2i1yW zE`*FGH$)pPqiaYPQh*N1QzYmqBzg?`3pu3*hFC@wy_PK623{7eAi`?66HRVHIy{VS z73Qk{Lf=YMB{;YIJ`6NaC~NG$HOFc_5xk9{!j!4MVi2b{xxtqGnOP0T*dk;Xce%WZ zaoB!HcmC8e2iineFnnuH)OsR!8zF%?dwIq3i_~H7D9}KutPw33k_!wOe3;YRy6%({ z$QBZWiI1B)OtkzPP1>q%WJ4oR`)Z03X^Wg?|&Us`oiIqb~5CRR(rL@(uUL={dBB zeQIIjwk*obFXy)XZt%|kEy2r&ItD6bjnTPf2s1w>1#`C66UE@R$H6qVXVvlW zU*r9lB&VdNa1i3=E#jVfsi|Y2Ro0l5TlU_}PgcPk*tQWI+!htQLxmN_g*B^=kN+C~ z$0Q{sHI;+VUEZR*Q!k(E80eLa?!;D({y702+Ts;$KBJ~gp>_}w;4KoEdTFGiW4y0r zFRip#>e%4no)@iN*sQx)Ce&J$Z~FL%Yn!|-rAnQyiIYYAdxxOa+owWS@17|`Epk=k*#-(ZNB~{rH<0|FX<8}-`?$F9SNz?g*Ig0s;CtQy+!S~@9rg{5_ z=C{Wspxp7fqk3rF2hbW=?zdMnHGtm%=I<+QV{Uu09+=y zfEWh)s2B!ZxlPBXe7ABn+R+?9Qkom?kOnq#Ml1aiqgWvYq9G8YyeCOdDNH#~B<_z5 z2E7q{9ZS6PT0>q89mXIQ2xD;lNZz^l19{---pVx$czS>%2RL+c0-hDBfKTN0qp9tK zQkNU2x935_F2Xs%2IkV&72i28;)A`rHTWoe^s$caWJ+X5SiX6C`hLuCxv`+?7WR_cWWCp|gWq;@H(2eC2$u75Y93KcVh<|`vWwj;m_)NU{9t=*;N=Vq}-9en0q7AQ?@`5~i@(D}T&umpDo`$t1w5utx zFXgkvxs0{Qu|Im~EvRqq4Y79pwjv6K!{^kiwX?3R4<4@e39`3sEjQJ{f;X2J>R@@B z%Qtnfw#{Ycdf4)&RG1LE@`_VEjQ#gAq8_IBTPje9om9Ya3T|WafD@kt>GNhfKsZB9*zwa!{SIys z@=fD7x2G$!O6!M)T3^#}*bxV9WHC~sah%?^glL5#6a##k`Ps`5OF+jZmX5bfz&{iN zaF7_oR{Ud#2@&xW2o7Ss92}M*8i}e3622T9k|C0ga$y}Qsr!yF_Yi0kseM6>Xq~Tc zVXZ*Ew<6ULS3kt)(k1pk1@;;9zIRsGcRTY>%~{O$9s*M+@BUa z#Y75*c;!V)vXG9Blo_G?g*r7(y_Q`njcX8fYx0&%{rNu$VETv4*qMV76{uo;4+Bv<%<5a( zq?Q3`X|29vjuF)$#w+M|6RS+}*kBZ*^t~((=kwp)3e%yQ*CLLU;LU93?fysp=X=PU zi%6q6cK67N4@ByYW9{J|Bn!=zmK`_Q{P*9`pJ;o|x!*eE{5jjW8B}=FNXS6{$CpM@ zqk*6&JpH%@%=bG8lCT>D3Eq9$8*W@DUcs7LGU=-zXyW`g*f`vUf04GW9KMoW>~0CN zVC1IPa26jm^Z)n``-ou-$6b))xHU_C6XMHILb7g*h~3S}>VH$&wmbYeq-A~hvqj6o zo@O=+IjM#!JR6xQ4dvX2W(WScbhv++Nyo7fAY!pPXEAQmU)%kDIK@5oI$L0ac~-_~ zNY>NKx#=pd<=SnxJic;m&VmJ{BRK@6J+|s%hoY5qC$BjN&%3er z24h&rpL)k0#qNw}(n0g(UtAFrb9TK$I)!$49|UMycD6gWM!S&eZ>Yx2EYx)$a28OsY*1UU;FYE|9aQ3mKzGKs4V>5RyLjzjP5%Zcwz!3 zRKtb*_CpJ;Qu_7y+jYH0p4y&Z3VgEWvc2;IDiD?8Rw;jwzsRri;Lg2m1@$UVb56rd zt=TfI)~UB`p|5x%xk+V2s@UTv_!78r89qB1K6gt7{ppzQxYbHS1w@zz;uZm^V+!>! z-(*gx0k|5YNGaeExkl@@vOpz*>L|~>J3u^xW^y2~0U!A9r)JahQ^5I>5tUHBm27~M zC1b_=bih3#2jwS`4iB%%Ib#HzF5uxnFr$$v3~?dA3(^K7qZI~tLI!XG8C8r7%|Phk z|Ln$%4rb6Hd)0;yL?7VeFEDLN0iGd{e|!Br0H)`X)AmAFgY%pE+-cGz`Kj#Mcb02d z!1o_DdnivxzgKe!uwfox!@jPxQOYwLfK9R~Zc~f~MG$e<_Rk z40u5MwR4n zaCQEQkKr3BEnp#2OEpLHY>mRvzuLu_20V<|=Tu9=Jzw#0R#;#HwBW{bSF|(3l}KJL z`3>!p;Y=1U`c-mbI@ci-vm|9s|Dcs@@*Qx6^tSARa@X4vZRf{o>rh?@7f}$aJYI^Y zyBnrzT|~*8-kQ)WAl^Xm!)iEALE1{?x#oqL0hJS->(5M9zz`LJE*`~R?l*nJ?TWW!M2S)qn-kiI+0Ua5+B^7ax6?fW!{T3PK-=CQaukBC7J@U54<$NGf7907D z>|?(X?aQDSmY&8um~nBJTPJUSAPH+Dji(1nf%n`!rL zCeK})iGA)q7*k;VcVaiESlh)~$r^7jxvLe7fukLPffFEuffL98#Qq(_Vb7K_+7;jQdc+d>X2GF$JQv9Z z8~GJ}tWckEu{&1M_IA% zd0#fKcut)1aW5O1U-AQOP<~fjTr+H2Y*zPb@s}yMmy(bzyg!9X0@N1ZXMo zun6n0Fiz%Vl!Z4^_-K7qOU!T?&CPJL2=AE5;@>IC;E_`}hF?H&1Y6Fwt6HRDfaGV`H6c&`Ga`K zly_55(o4pp)5!xz!;0SmUq^AKkEwrdhB)}Xvp-glY&4NH(O&v!qL}rAKjG}^p5qJ4 zgY$l4jlnobpq6G_NLdbsJE^!>IjgnxtDsJsS3#`>#_ndBcZMCNtnEvj0r(04UN<%n z9f(0%Pn&~PJoOW4P>l*cS=8&#q^&h$Liw+MZO|M_=A|i*7^{)IOk0;&Qh@_fIrSMhQ`A^Uq>3w)g6;t-RN11cG+EKy@XBH^Cniu zglO7IdyO}-{^}|215qNCUCKPe)irm!m6gV-S?_a=b{Vn|Hcqbn^FY z-n~CYOeb#@_o^fRP&|YTpI#qpQ)YPOzTVd6_kF8)N<44Gi_G;W*kP#J`v40$k*#tb zku#cAykwq{vPCLgV(+XFU0fWG^5O3=fI7eV{9XE}&$$!yM8J_j*wB_Fa?6Gwl)4U* z>pP8+6SfYwG55@^9AQ}0P>E1BR3d+@wBgM{GQJWpxV(HToqL&lNh@KWWH(XrMCqeF zexuN`$rGW`gfGcGT)vO1l#WFZ*C(0HdDm}0SKV%Qs$+$HvEE5KsT3ZXEy2v+nSUz& z-Std)EPy)q&W;T@14U~8?tM_UH>FLjVhM9qyL^HopSCWouc&@Dn~nugc5&^ff(-$Z zizXG1Yz6;3@`IKyA`D%;>`haq3Slo^*{m)G_MYgaOz8rjLe7T?tvHZy5k7u&`SN6DtSPlI z@AdpL<9&d+BC7VRvN&c>MTg=~8bM4CwS;zJ$)5>5k99zzdYvLocaO{0E6dA3Ca#mu zENg#{S+dKqho92!Q%^k~!WH4#HWJsE^T}ra*6#c5)JlN%-GkY;u7`?z{f#y`adei4 zO51T<2<-G_T=mKRs&472uXhs4-ZyGoGU4b-ObUOQ!-Uvo>MVYc6$2^PhAY02B6_#I zpkC394|<}76)Bp=ns6hmsxJ)oY2Hd)+kOIHI2TlH#;nI)p8O>qS5Xo~!hf2Q>(w+g zD%4pLRF*wR+2;G>Deh%@0V%bA>{fPZ$nho*lASHE^#S=Hq#lu?XyEDZVm51jCp4@p z0_PX4Eo|!YOtQ#Ayk#W|g|e=D$#LGeo?9GMw=I<=_p=Zi)w)RkSq3se1QC!@Anm0< z8NI8Q`+~fHOgA+#4uZ*OcXBX?=!XkGaQiNY1J{C+1flV!mHLshz_uXGrT(f2Lho1? zGqDMTi`nET0I{QptDqPKnYR$2TzHmw$;|V?Ax`B48L?%4svYv6cbjAnH7QvsEK4oi zmsT@M)^WdaSFZqbl*ghwY_EZ-!x3F-VMhY;;JM7JAc=CRrIw4yOc%3azx0zhuu&qk zOy!uH(SXF4f_UIM)sBSDMSQ7+xE@fWuJ>AMVMf78EdVztz`l6Rd0Rf)c)vHW$huVT zkmcL-w^aY`LYd57udMRQO#g508va8tuck{ulZJ5eL0pIbs%t9acq4m|9ZD@A34tQ-J^S2a}?vqPII(T5B~yHt%&l~m6THM7cfAc ztsW(N_!KKyCrI>!esl(sjAh#>4Ul*&+kzb45d4yoBZ4`bO7zFaIMrTs6?`b=&+8MW z064-c$v*4rPcnt)B{%XZ^(K*SiMUU8i&^^w)ZRAv{)MDB!QkU|DMd#v84tG~WE!Rl z#aRjLb;er>i1|Qn23D`^oF46C!kWPmru`hg5xfeZA}-u38FkXDV#Xk`UHt|G$F6`W z@<8-gLHV8BIQC}^ayMst7+Az@DQb))v=?tcj3VN-@lO0g{pG9kb$^+J43hbog5XRC z52>?qKRV3&z$IbNus3YRRjpk7e`p}HveKJ=Z)zZ2-dH<__E2Kbdf|f{WY!>Q7VFsz z%C+JONn&-%=|4UMSUcJ_vq!nGkcMpyZNtCldM#ipr`H{cvVNV&_5wf2-)+DbhN)l| z1dQ8Qy0l0E)W!!zlTefgP2*z8JvPoCJf6tzKH`1i^?vB1^1P3<6if-*29;+X)I>UV z_Rbw+(J>Ban#Q%(qG>;h7NTlJ9HMG9YqB_X9?TxkOJy~oL<+M&g{(>x6_Ek73jUyM zRiJElA%F(SW{=nOvdU2T7F7QHKB@!TA4qx@IhnY&hC+_jlccI<>eyj~d%3bk% z)lwVL=SnHa`LQ&pgOC4_&CST#$z(ytri8y+Or8fm~P!3NSveZ>RQ@<*Kgh=>>@2E-jE%i`OM!UvQ7CKM-qPw?rpk3tAcR};^da3t(# zOHy=Jlh5B3>9r3Y4izETX@KIS2OvAg%M@iOy7+Cy%m;!cQN(?l4EX-d6I=Z}+AvS9 zC^Y$WSdsKoOs@@968&TZAXtuQ;%h-!wTV?pD|ge%Yx`cfDA%X0EO;HS9pA7j_ywWt zWYNv$-`OkmW`2lwu&`|^E8(qRwz(Djx+7TDzIA~mvZD7!K1tJ4h4RLzuC0&T&z|X5+ ze7~u)ru0Pe9-S7KZ>+LN2@~#$5|uISf>;W+6Rtp#-KPOR+j05s7Ui)rHt!VX_S-MU z2d=xG!xa|?9W8Iv_!yda9Px}p9g;u+w?xVvIHRF~6Pu3r z*62Jvk~r`^oS0uU;=R%f-`_2djzS;|gU6#mZ`UJmsGs)XNI0ivq>}ceE)$>E6n9hx z`CCmXd`RA%F6(-{C*PawBFSGxJ`^sY*EaoZGbAM9^5X`m`n8lXWur;d%jR&E_q)?q zKFh9YgX2)*N*@fjv>uAMcE7B^pYd!nv>mOdPYro%JO?+WLdl&51IMwnAQcZOpK?T za!UX?8O5oZvPLBjtmBy%Ioa5ZKvE9$s?p@;C5LN9AUT=jiBO2p2Zb~qk&RmoXEA^NTY$_Q3kBc3&;9X& zzHqTSZ2PGzPfeb_k1Q+SlO;1BUhrdY``mb{9BOhod3nw8v?!xFP&w-P>1phva{Jo_ zSE0CTq>LcA0_^{-a(@zxx`$&mD4nncbskNab~HW2yS_3%*%7_GxaXf}bGv-9<911p z7qNEUJO!)&)1=b&4yghzK-}z5xO8nICBYHVH#_7m`I|^?uuYU4ITlcS1{B7Rr*AFHbx!1|yo zE~^pPdc!aG9hdIWIga>oQ7@QrQ7dneQ!C{Qnu{oJRYO}`zm_`d<2wg3U@|6NR4cTI z{7(5b%+iI-`w?)Xb3@$;7(A-}Qj!DBZ+_?ljOJQkYkPxa$2s*R^>O5P=LmSa{;emj zwEtfeoh+`%fzCBsse8NJrZ6qFUK=G%53?L1^M(R$%5JH{PL3jOs=rhL6WDBW1J&mJ zv{qsP2}L3(E1Yp~(yuIP=9{Qak2VBA?-DN0kLckK2d`IOgQz7=6HCDcl=Iq6*k(^W zpyz;K8ZGenN3ehv_@D*9udjSaTJlZ;4rM|8KlZ&zS}OP+EI`V5n{xbt@(Wb?yTi-g zQxN~xJs#wL2+$SYjiCj1{}D9gK!q?2o&nZz&3GGBc|RQ91ntj0Q95yivR$6o$H5pf z6P}-62MI$r;TDJbLBqO-`XR$g6&|%%bTfy)Sm~HQ{SC2QFl0=X6Yr=K|1=Ar#GPHg8-O^#>b|8cG3OS5t}8 zq46f5LIkXzWNx_#Rrmx|n20LGxsEp-Z;gKmehkk5pb9Alr(57*8E%nf5 za}?1>jz2bf^z#(hX;_(;!`W1DixZ;$cdSAE=xKxc!I+F+i%bA_BY~PH-0O;`&}6Ev zO3;?Om>}Jx7)NgMP3)Bb6z8H>qoTmUjKj(bEAtMY%+%u-3ZmLC*vhgiD#Ejq8dIm} zK5662gxV9V{auNdUyyQXcC~-KW;J*K_7T>4v{3C2O^<7Eh6IYT`5@_UEENx%Os;xE zS78MAtaRlUs*|DV58OcB_&wkSJB5J3Hj%Iu(5?n8ToTIyGD8_nWUG5+IPcTJR4PY( z5n~iw4)((9!k*)zWpGKwcn#SlM-bJhOG}m&1D}{xmu8$wnFD_Kq?`@1F3ULxG7|r% zbh?+jzeRVi@%8&UGii-QJP7xGD43#VZb`T`pi1%7Ic!0(+$>pul0a`7|7)EBzVmOf zj}lJyb6wJ{24xeTg=3GYJ{SluP)A{{%)^Pa_WU~3Xv-#0DPD}4--8^R--GfQh4sC3 zD*|^~e{z5f{V&?KWc}D?^pFdyE6) z9p#W;4vONowSvkaDcf%&vEL4#%?Z4aeI&%QP%zn}tjy=Z_NtRPwa=`pXeMs@Yq zz^}2IcvSA;bbkF81$DC%C2ArznH+wI)tkq1q8mN&9OXL|%ArXxg3AKmrKEkO&_VsC z7V|7&Ps)RO_5gplS?%ak+frkr z?e2=#i@ltz&{bQ7Y2`jH$eB&nM2_!J`A-^%D@2-O(BKHqM$VdqNF@!d zLI!T6r56rw&i!+cLL*3l4u@R(4HFOgW|PcwBFjgo$yoK zZp;M^Mv5tfi-ws@trYf;kHg*uYg?z+@D>@?@eLsdCC_HbQ!x@h|FR7m=B7RDj$5%S zPkTm0^f3N3lp$JsJ;AZ(hb8fJyhC!4Y=UM_h9yLF>8x5OSws3pz?O>v_2Y2my5$cK z;MB^fDUA*Mu%~Sq4YdFP|Ga}4x2n9L@6LMvot<`KCODjQVt&2%FL*CE?0IzT^CPn$ zuyX#vuZ7b22PxA=3#C7VbB0p<`tGwfID1x((6@xC3dg zB!L_<{K|ZPmX!EkM8~+*UrE@kF}@O#M|d}q9J2mC&b55=iKX^bU%2uz^(Rgr@YOp!D9Qg_;mT z;62Ix-aB_@-g#%{_xoe7&)Uyfd+nW*BGI2Uafq*lDCUeQ7;Dkoof2xTaPEYik;I2j**DSJR3`9Bhpt>n>)Y zEz~e2@}#uE^~xah>tQR*0pr=evBm;Rdi2Z5Xwt=`$-s_COjt+%S30WZX0V9c;hd<3 zxHHTmw!bdpbpvw2vLv;IR+xYb@m$MwCL610k& z;dHpwLP@P??cG62?;^x;{Am3EGdnAdoZ>K$^wFIb8KN++37Z!sz6YS!zu%t4xOpw~49taCiGHSb|HAZy>z`sJA%5cN zfu<&>wJl=L*cM6KYV!}JEh(#oFbe3J(&GB6xbCS5&|kHF?Ao^2@grCOw84STBpJ03 zYTA0Y^%T)E8H*4+Uw2{Pwqp^89jU5-NDNyv|cV zwivY$^57*rqiB~yWoY_!-I+KL&|`OufaD@pkAK(U=(9A%dEFz)t^wD95jIR$J&w84 zzpC^m6=g(z@Dek4flb}m4ZOWKzxkCu?Y;pYVJPe)=M|C*!P{yif+qYTm4cy+!W!>l z(cwkZ+@@Vy*8ctX%ZqLxMw*!r51WsM?jqxJwGnE`&f8oU+AmmZCCe_o*4|RHed3r? z?m}5<&1RRZY(vZ;Dke6eYc$#ZxQ`0xb5n)vq^8~6F50#-FW3pkGM*heS|M-*{c0iC zTmS-cjHl}fb60yvav@Sky4xCtd2?+cq;j?5bQA}5;q?LQ5yE< z>!U4$6)%(J>9tS%$;}uuiwnLJ#5nD9&IL&TY$CA&=r|UjZw zi-p!nXV=XF0;c^Aqd1=i4l5vh1B|c!o#=2eeLVukmAu>CGTSbb;kntZq0=%HYag*Y zPt_9fy#1Q72uo=d^P@X^^O8!}X&+A-F3WaNc7+z#>ZCpXNbxOnzxIJR8v=X#Hqa_p z&jL1bowwnHI$R1??GJ@5+a7AF-n2|lLGPd+sd#jS7sp%ZK3x?ld9{!r^x!(ZZ9^`_ z2ABkPBmGrUiomiX-<>_p@{ert@=}#-5jw-{f%k>zR+@zuz0RMxWJxW*VNyGJAkrPH zp1&8XXL&bMwNU7Gr-HOqsb^8B)A!edH>=!>=xLr+Q~tAZ9{dosXoyREb5SY$O`lvzEPq^#)y z6XePATw{84DJzew=onPbGq)jUOibCJX!9p$oPwyVU*{I?Pij^6SZ&>SdRrMEB*SUV94GcKQC>Yv5FBv zb3~YC7r@0gfXfpWX*AN9<%JW*Gd|*4U=EHA0MA;ZFM#7jC2Msrl%#UL5;hCF@71Im zTP-LzuoC0=7#L{>__*VG2oOM@Z6Y2{^*rs9c_?^~w&#e3W;$_p8kOrmv5dJ5KHLME zcEJu+yh*FsWf!q6fNQIIE#Gvqg0*JVA5};#Sw6>P8i0fUyfVi3CnMu?-YgVsO(TuAYU3%{sRXkL!`K3?U$0;CZ2y~%fd?~`qXXb&yz)vc z)0Kj(RL;ZacB(3=!SgmHuBo@BeUw2To0P_8RJ^%DZr164A?kiT{qD1XpMl(J%$Ggt zkT$OGsbXVarSjV(z7M=y(w8Zaa-saT^v$p!IR9}$aPi}UHkov#kmyPhBA;icyd0>n zpmq?SW{F%y^5-M6$Liy+n&@Y7?B6h9z{7S4s~QTsyMNBx4leYA z0e>dkEfjNc*})?|xSMLw1lHagem~1|^~CPyE*;~U%nQ7OFL(!2cn5!(0}cRl;BTn2 zXWm@6_EiE`3ivTt&2-g^W~l>&99#pc@slh2-eENK8ZH!7J)^VNZFubz_+44&DF*Pf zCpx54hv{;&@7bF5)A@;d-a=y26}T|xxOOSr$8oYB*5BES&6$Jny@du5dD1XpQ4wCtFjWHWqE+J7wZPLxuE_3P(lP`Apf3?>)mcF z^pws8cSZn1%4Xl?@EL*X0OI(8&EO<$E|J;?1Yd_{`87HSDEyVkLkCs~5G{W!e=b3cL%aOYE9eqCEEpem5b=Z6+dwf~fdcff0p2A%KqETPc96=am3$ z07ls6e-N@tDD0cutDINizQ)e`X^BkDaXWTF3^opxSh4n(4Cj<2N zJJ{80cOWV6Z?tgHE)(13ij2L!2S;_n_^$0N-ysSFHr{zVxRP!JsqgK1UZ5UI-(~Is zCXS_E*VJ{`0~5!E+7PkW^eNW6Iy;vNdyy@`1;k5*NjNKS3bLg}&S72$!?y!*xL~{% zHGkSF2fF@|fM)c)X(2Fe94qkU&!j$8*CAgN)OjNrNpo2nm$AV-W_wrT8sUC7<_k=$ z@^OL|RzEOzgF|q~7?}5lGv{SZvF5RxE+IQwGmxb2+Gw@ca7HxA873<*++CjDn+%Rt?9%&gI z2le0B7458QFnqig&3eMhI9M#W8){tW^W3k`9@F{2*3cF1T#VpWDAlc6&!tj$F%gwt zdIUQE%>7-LA~CF%fcM*b(7ekrB7uN+kn?v!v&RY%FZdzPJq;cBA3Q0I7t1fGqPJmv z^1^8#b z-b5}syt1&CBc+FVkx$tesIpSWG--Qu3@CO+{k+^Stti1U)H6mZ^Y z$g{0m?>bsz13TH>G&_PnM9x%Nd`yx$F>bH|HlDKqr%o_Dj;VI0=n6Nw8~$r4mEEH| z+~}u~@Ad3=Zn~MkF5vJFCI3=r0NDMSZi7{aq>Ou;q~UI6ML$zKVUw;N-EL5Z+nE#e zmu1eVGbOq2SFw&4?tS9uu;~>+m{fL#n;W7TIG=6ZSf>@;e!=|Z=*>LRJmbauKK!xr zvU&6TUYL=zJ6+!j?RK@RAXX@=u^`#3=wUBOr{4p5>g@vK5*MdJKx`LIrz=(@xnwn0 zrr<;xJncx)%t6E`dnnVY*1`fdD-E#<3%c~XocjB@U_J(MVwm6d88h|+adO|kH=O9r zcDg91@g}h139<>yDZbfEH{xvC^zpb%gq2RRGM|-Bv9g-I?@}am-=#81?e&iSZV{Pv zL&{P<$Tv*>SlNS&)+DR9a(;WbE-h5NPJrHqKT70~=l<)4IknV&CJhA%-aaEjgGR!F zpFI2@=yu+0j@Fm$I=@R4_#>e&&Ksdm74oHyiO3ltN@8|%12ZX$5~=Ha!ym~465=L zusc5sRDhX=V$o=~^G0gS;oT@IQzB6e z6N$((T`89842#xIzlapJ_iu^%PDn^o_dg38JV+OzkJS;OZm$pT02Fvz-LuHRKHM4}?%p4_ z8OzOeT`t!t1%q?D%rln1>V|1_hs%&LAxmLnkQ1;%>@z< zkU*Db)X<%-3*{oI;4`xGMy1n;n3!=PSFfkVqB(Bt5XEUd?h-Rb>|!@!y!bm06azIS z!Y;l;jIR#!K+#as(=#keKBHwDSSb6vF6va?*(hN$I4sRuA-_GuA2GX-sXOMSCggZ4 z{}Lgn!b)Xf1If5f2lj21bcJdXzM~{O&lovcq3b-C|I(6;W^O+(;eA0NZb*OALi+dc z1%NCIs)A~%Mp_Ll!^*3^E&qR%6Gr^knZJOwN6&;>%AJ5 znxakSZ?7-iqYg<{<(^8RKKOnfMNPHyC#sdPF!Atp)peiL5~o<2Vo?q&utQ(h#J3ic z`U}0?2{XwvX3J&kM#64*uUEKBQI#6z?lrNRZkDdpn94B!hCQ)Rq;O65`KnDvImJ}& zckXGjela&KHUAB0&E-&yX$mQqXDGfO1;o8?%l*n=cl4Sr686|`T@TBESo>;O`)H}{ zlb~#+fI~IU2iFs`_1)(CiGJ(^q@c@5)YXBbdEtlUBs%J2!qHF)*x$tO@^Jhfzc)bq zylEPzL{?smrN8E?E&a-dPy(HN*O=evJi1pa!SGXwF)at1^qy%)uVAFcH~QW$djZ;y z(-)03bt5XTVpY8{<{8Mx!HteT4GW7}{s)AA>pv4doU2aD8zW)n`*0SjGtTL>F%gM;697TbACa>NQ)qC`%YrJAjO|u1Q ze>7!eZ*jABZG7J3N}jF&o7kQHU^B#1i}`Hfd0sJFci5i|c0%pY%dFAO1}XMxc%fNM z;Ro+*I8mvVzh^|nh`()Z7d5%6XFv6JoVd@VKj{n;>GPP3`%HnDF1H)v>A)b5*$<=k z;aJ$(nPszUZr%gZDavo6)6OBct9m89zWL7!-Std9gtx@6U0n|{<{#7^!XTqwr(~m? z1#Su}Af}zKc|~ZM$=l?oY-U`)A30*!I2U@PJ*N0NAP%h#(ZrN1XhSq}D;|(i?lQcL z+diiFcK0;kC#>ovVk4i$pbq}tF(J|EYNKY(M30xAmh3~*6fs#(52BC}z5SJ^anE$F zYK`d;uEr2E8*s=veGW+>CjDmFDI`J*@m6)8_ylxWsZHaKI4`3f=jkWUpTC>q=5595 z=Mod5cVGcc6f1QX4$Nfe9fLp>Z79U+Q!aSBPICu+6|?iB6ng%Bp1XKG<)}`x{1n{@ zgFMR7KbYr^SWh{t)0{C-O^zYyeZ7|Fpk6f846b9VmZT#I5asc-fc=sJR_tAJ8e!MdZl)V-h zmg$xde-!qpUULwAm3h~|Q$;%h@-tii;Uf3V^_2fLeEC#W67T#HuFe&FoegdYWJh7v z_!`*pHALcSNXFOjKY=lVo$9jgwWG3^dh5Uq!&eelRbtjVW+av@PKv;8BK;%@G!8I$ z5Q}w#L5RqxqDB^@`<20OtOX_&ynP=C4Th*+jxf*{pVMmx+0Q>3{1)Wvsu;ofVN-9n z83KDqQQA^WZx7Mu+w;-kqqnm|C(xoc#V>v=n!Q~G-Pz0LDjk3Q6 z?n!_!<$(^Cxk)!-&gwM@Px-;S2ElLuK1$`e+N1mos6l=A$3ti$KWak+0p@IYqUpbE z$Yj%{Q=p+{#IG7I$#-32gOO1^{PPjj*z~l)9PFt_Lj1wGdJ4oV6~&V?Q&@P$Yq0y{ z0W?t*wIK}FN`us-@T~MHH}=vcuW}ErkWYFfm;v?~kfUT24}7LDqxphfUGll8OFH9q-2I^mO_W913n0MF4VoOl=NnR<>QT({ zOpraezd2JFcgE|x`{NEYQ3++w5AMly zW%A!%2}Ao~fsLBWC#q_*g|273g}Vmf@SgV&rhJg}Cb#qQ+tfzQ=@ZravxUyhDUVS0 z9N?ahxQkVr+;=u&N*gs9PWeCK%Y1~?#PJmUQl9FfJHVABkM>Te-47eUn^faXN^vEn zwzzL@TmoRqQz8Hkfwuv09u7WU$H8bc4i3V@xj6U>9tIlm0%*h;Z{6+>S!kjOzA2ya zb&lif+``pK>4U42x(V0jS9tSoyty^ryb5nVi8tTIHxX~Hi#Pv>Hy_8FJK@c1@#fQb z^Buf*U!3wD@g*R`+o6q9Sck$lw<^y>1O}se@XC54g+PDI4gF|k_@#M`b z2XxT^>#rr2$tnC2;`fQEn>9O6?vTwDTAiKnkjosT(!%$&^>3%f2Wt^9uEoFY7rABC z`fE)9uA7|9ojW|0+jhemn#`cS*{Vy!o~yAlv^C!tIUzime5CJj)uGtzg$dj1N9U4B z$g*2J`z>Geua?Q>(MI3RivQ6xIWQDMz0CZ>d_Wpg{+;mC zqe$fecLRaG(g-*EhHi9XXllKb)|%$yTOR@^7p*DyG?iZQ*?xqv?1CRn!E;`^YndlZ zMZ0AZNEIuqwPhnqThBWOb~dqQJYq9)*2~>J(1h%^qj5&^ikl4~lof)sO7*kloQsAd zn5zBj@!CNzX4>RQ89i2a(C2&VBN&hU>$FJVNKooikA1$d%0@R{^En>`U8`yfh?!^E zB14k1Cv$VNDpUGcIrCfg2iA3#l#&tD^RecjIiNEWU@oN6<=!-UW49exw2eMS`oT`( zwuAgn*vOkQ-FUa)N`XBV#FuGTW~b+XUQZ3Gc#+lUB*^IGL{#_YO8hr>O5&0$9^@Y1 z`#YkjZP}^B$_0^vi&mU>XpzJ4!gouYv6-uTV6bJ_U}Xo7o1|2@tM9b1>8vkWL5yVF8KPRNIa&C`C%(2y3@{sCvHv`dlgk0gEB zbkjaeTcqpGc6EkZur1hb%C^mVM6HtNpakdDk++37u|Nt^X94z{7fP_rUe}cZ9_&)5 z;o_SaS=G`ZD1*-U2VP;iA^}n21_aJR`?NJ#-#EV8UU9t*@em-j&+6sKv$^IP?BgNu zhrHQlP?Gg$bW@WZ?W6_r+&(%}Wbo{C!MatDD;aU{I zGM@5MU%ZGlev`f|QmIKeQ;4Vpw#l`om_Fi94c07 z&BN&T?RnVCmT8@4(7`U|VE0tC*^Ys1V#r&kT*)oX;gxSJCXfh0gI;O#SC>@So28E@ z9;Z=QY4c3#LBtvMlB~43s_%PSr1SBT`yJo$GaHDVh~IlI)C3<}uk!ukSw3uo*jzWu z?VtPgy+tLX1vC!_{x>>xty@+G7MQA?7;6mN8baOqHcsW#2SuH$>;8++n1^xhQjpdj zPxU*DLLz0)WMbU+68G%j8}Y_Kk6mqq#d?v!%(ZNfqPz~6vB>>Y+OynTdr)8TRp?A` zl2rj2q=5WRG<2*%Fdx7l?5NDpRxL^LQZz%XKGsRkT~ff9jUJ*XWwCsbycIKZ3ZFUU z{{jbn;r`e@s>rw3s87Gp+M*5|HL^!IL*ZPRi`3UmZYznC3IZ=lEOZf2t+J6vj z!*e_D7T#2$mVTA2b*iwj@bGdxT`<2F)Qx4e4y}}fim^@eU5;(xy-dydvUO}n{tQ|+ z?fxD6tZv!j^ovV3;ePQ?R`z4lx6|$_H6?x>f4Ibq@45X9Kp$}kxBX($3kK5d<23|? z=ScxKwC%%A@d#_yQBc;=9sVG5{-7ky`CnyR!jt93iuZF$N|h7i^o$_lec=Si-RnGV z6%eDNrx}i^l!TIndKC1oedF>QSqC?Vyg(uFo?OJ{NW4I4V-48E(EMDf1lxMNokAMi z?&wG8C*?#!#7Y0F5W5)gfqRE;T<6#xR&VxE6VrKoU^C3xdl=MvcxN}zd^a%Z)_le- zbL$~rq#dk&;{zDec}E{R$s-={V))$RhoLVrYG0X@U@UHKn{FA>M_F+<@cNo1^*3@W zZnA-USia=b@6bEci;vD2*JGN|@Mbi>GaTd$?|F^re+^1r!z8c8WTWBPXnq?w$Ohh% ziRjM+F|J`4*J1+E@IW-bDI8=9?@34Wr-PDLG0CejCTO?`n*R?t=nr^LDxyCX#JGxK zT#Zpe!eVBBBDPL1RNvGxDs=A0zW(9 zSB8U>;XU!d@CPV)8I!ymGjjr;IpMzv2i=7C#3K4*L5#~7#^spi6L|9pkpvth0dISS z=zj%DT*4$TUCKUzXP*!W!a;)YwwJCqo?U#Dm%UQP5%G%S>~Un2hELSh8~R=-b*4D4 z6aSbIj^BHi->SAnFvQZhnXsJ(@F zu|BhObocJr%qCuDtXyH=uj~J$5%F0fno2iix5*0#cb9RXH-#91>tIZ$d>s(QK^aK1 zzZ6=#55MnTUqUrs>7+97F#%vGR>L~X=DDQAc z-)Z%O`yarUR+~*bS^jtn?7i#BnzBm85&u2l4PY%EMmJ&jZ^Vy(185t`pJ4xcTOO%> zF_P3Cm@fHae08SxWv-m=6X6VxIg7E1Q&-oeI-a{{(0l6AXJZc^ukGb)-cB7wS$!Q= zY&te9&CaQ+dL#Vm9re1f%~LBLiLb|_*nAPkUAjB$He#>niy$i%(tSBsB84fwipn@= za2M~gkgU9xAkmUQaOb5wyX6}2(x7-E={(qfg+yszD`+K8Mo^8hZzjUvfPisSd#9gK zxRAnO$$;&;QHycNeU@z#^RM#O72QP?-IPS5Qv%cjj>97|nfGMq0!vRCEIGh;$pTl% zO4`zI6MXJv&<&LcS!mz!xlb$xl@#M%&IF>C)5IEz^O?^vdJF%FS+ogp_7s4`xTV=X zT_X2bD|_HuwX|Nfbe-1ccSlGmx@w6p%rsyr*tD^OD%!A|M8fvIAVUS-BHlQs#GS6I zm#3$)PHDFHRc`+)V58r+aN;bK%{O&24uI%UbDLg3MFsM+S~0mgG2O0~pZH+nxD8gn z62XZt&7LU%y!^n#zpNT0!M$7$eq^Gs)}08hpqd-;5|)5U0-(hwQO>7Lc*|b^pSJ^1 zL)SV|!SWyMfJT*^h1@tF!8NgDjl2q}69a68%UJ5WKA-MJy_+rbS;{W`EQAEsKk~Nb zq@l(yHq7)fP)a&T0MT0G2fTs6j;IGBe8ntQz74N_L%3F|+h?`X)OsvRP4unOg_TK% zaBL@2&iED4(-P0=E|4`FpP%^cd;0GuDkoBQcgN)R$3!`)myB{;9$|@3U;}5c(MW2v zuN{&(0hx$pmST<%`<@^6+3eUd6hG1$?Ox)r{!PcZC7oYKzU-k-nq=YhQu>nGRr-i8 zc9OaDlthWPLgeq$ zVEJo3>Tb>UBUK)tXTYt!^*7Cnvow{Bb1iC%WOMzdc1A zLZbts$`>MoqGbqdSf$Hmak4t?hHc~dzX&1#OC=ST zIa^YGFVv&L_Rckv#yU6yOt)C_KnvMb9$~F$tyaZq4b*)&euZm&rTpftp|9qSUfGtd zV;k~1bFaMw!k`}kFu6`>Rx3aEy|$dk#=6IboCQIdXlZb%XemMITYADL8FFr2O~)H| zS+E+)jY)UG1_>@JKlE?j>7GP6zKXB@XanWxnMy|oiBm-oM~*W~(}jW3xchx*s=tOf zIsxnV;JVxLJkNxDvPoTm^7`OkOk8&6H}AmeH{pQ+rKH-ax$iaQ7&q4$H+^Tq+|}jX zY9ARMMSc44x&UmV_lpU;_~K*92HlfU;{=zYpZY%wITVgB1I>AeZ_Xd!Nx&lDJzz1e z4mhpg{wRDJcKkr%2k^9IqL`4sQUH!U5q;9ezaN(swa=8B>CdJpb{wSzOy3vVcYHV< zE9CIU`+JV}XN3EBMPs;X8t||O9yZ0p<2V?NhePqOB_5u@HwuYsR5Bj6!NZd{*dGrU z;9&!_el?M0 z!Z`chL6l-^w?F@(TQ__59RTDcyvLxxA>cy~XE*ewj6OP|IAjoxdv|v3fZTiURij8x zC0R~Vj#GbKK+JOy{2MBhT1E~TZ!J9#%*>8g9*+&BZ!~aKW77C(#8{6s_ERs58z`-k zVjeI(!==lw3@!9{*{lrDxY-(QFh?ry{j-^2V-q5K6jku$~Wl(F-qJ)YY+?y{{8 z#wdMa1ez{b%P-tIjeKQ|%ge>ZC%F6H0buu9o#?8s>B!3g+L&mky|1mqbkgvGpYT}E zhZtb@{f-^`dJ)nlyRfJIBUIXXalRkx> z__ZJjys?Bv&n>!40`7Lp)SO@<#Vz;P4?1qUI7bure(9x)jGYMYOk^zN4{{@Yp(jtR zPzP+iPn~&nq)3a5d3Dsz9w0V?ke>i~R<=LRilM3PGjXa=eN;que>A;eqJCWq==^4Y zZ*3>{)^|#p8vL>h8|dQlYg(c@l&ZTl?{d+{^aQQ#IMV~J%MzY9+$6slcANBGrP+%D-Fj=?u6mZ=91L#SF^=a}<0iAEvi#LEH9Y*d(SNDk3@2FtaxOzg&lZJmVFgzQY!kr*+&<@n;ngin>K#ryXYvai5m z{XK2YHb{8bEuMymVP#?o7Pws_pO`*ckDd-MNp7rw0a{L+_J8IN4iuk8)xOtKW!JD9`U?`sj{zT&2) z^ZI44XMY}H<*hf-P!{WG(puRa7KTyKF}L(Y*UIH>Y?DKOzq}mU`aqh0{g#vcLGKD_ zL|`cKZJq!!V|s{&eMEjkv#z}_?&# z4?z!rP4paD6Yi(Kv&P*|{n1E2GT58*;2qx~PqR*7Ak69#`S`E|rwLf*ohNo6+l5n@ zv&$V=#y0m1;{G}SXWqqy4%^yip#9uE2@bNv_MiX0v}KOeH_vp%<>59LM-lbI0O+2J z9c6U_#FNQ6>31MA-xtu*NO$EkSvhN=EFiD}cTcz#cTW{U`Xblu>9>R zxLM9b5I3yb%&13-E%*EeZ@s>A@4{$YT;|qJHsxENU0^6|<26r@t8HIcJ*6KzijCYD z*pyo)ohz_zwC1_eoZ(K#UOrt&%(y;XW-;G-xMMRj4XMF?M16j6n+&v-%Squ#!>78| z_{TQJmu&tT5~~>I%8WUG+g|r7=wfIg!!yCItyA4Mx<@6QooljNx=;W!a}SAa;>XEW zW=kPjHd`Uu2@5K6yJIHWp-s^Qx5xVa;Xhc|vA&Nr?_Rw9r6Vu@30NOQ2D-yiRVD$5 zxqf&Qb|z1xF+rYKij3;;k0*#!f43@VY!;D8H31{yK(3=0;cR^?47s3y`je;aImWz|t}{AGw{Gx?JkbD*&2e_wlQHsymPid^W;; z=zu5YDTt-XD^7r+amvWtrSJCuHcv)=B9NE_7`nLe?x*AL#n@{=a2(b#SsXFzVEza; z5sZ7R;~?wkt7I@$9=h`(s2%we4#YoerShqPIA%*3PYvV9w_3cCS%GKEw|xKkBctc@ z;|A^U`Ir^9Ke{F*1^XC{r}Q@jcZ93jFJGKn&4VDUg}_3*|!3*Q-xso4{SXhjXkSCNIa{|Pkzz8PDS}}!?_3A z19<%ZB>UmyW}H0$ao0A1|1+1%TH|j04ZQTi%No2q`V+^0FE{wxc`I0rs=$@XDXkn4}MpmX4sO;ru!Zkah!`@fLt$QDzi@)AXD zWvs;if11bqP4nhBnlH!E{P=%Q^V5IP{8t>!fBi3L9=Or}bDEz-{jX>qXZ{bGhv8{{ z3rF+jIGP9Y0L>rcXnqSv^W!+0AOC;TyqwH`p!tjcHO+7T8_m!EPiS5W7+Omcq@4g_ z4SD3)sAvvBCQ*s|jmj$RU1*=J*>yx<6LuU0!p=!zp%=>w&e+4a@RrC5UfmcUrZD-wD(D~4!@u3QAeXqZ@TV`Q7e_CUO2Y3rPv&tGxg1G=zrk8PY{5oxXu;W_#o%}Zvu1y#OIpm2;sQVKkYM=Z?lwlTv}NcEt(bG)_u<3ush^GBB3BXHKcz`B0iBL9dV zMM0W9MaYOB4>29~RY790LcrR+8HJ z%{HUi_4oAgKU@AxpCHGE6^dKx;ReDQP1{mD(S5Yl+K+rPO$(|z#}|HqchvH3mJsD{hobH4m72#-v zD(3W0b-yQC`Jnt*<}X&S%G#>)Z$xm;>|G;oNHvd`Dn7gRQ*!l5zE2jEc@z7!(fFD3 zZ+IWAqBlsqQQj_?t;`j*Z^7hMX zE>Up*4b8q`>A|E$yR0=Wbo5L?MV8IWLh*8*TXg8Tr)5<;ZmbJJmK2x1=*J5?K_L5aj}(uIW?|#W_b1TjS5N3mDuqLlNZ;W zpvv8jPlw#7`=bey2naBY1h-M^Tju9jm@9+#$wgM7WuBa7!c(!O!{{gSSG}m-g~xOV zE*5jcU+7{D)4}^xdv1Gw#=$W1w@GRXDm>f^DjlA|`xHZjUs1}Z z@j`M>gyhM|3p633oIklO6)sDwDiBNaDJW6(Nyx7#hq}8d1u~NIyb(Du&Tsp$xH_dC zDeyc+-_6Aj_)-X+f%(_VW}lUebxp&rQJIS%F-n|xKb=P)P%DuJ;kOJ@m+Sms5?8@Q*0$TvaWkDYtkNj`Vc47G2Ro6R+21 zIJ!Fh^07JSE|TmB@tgv@x4F%no)HeCQ`9EJ9tL8Jj$OZC#J+yKIM_K~2fu)*h3G5g zx1HrY$jcXIx(TYU;z|f+R#GPVYFz#H)27S5A)6zLem|q5jVGR7byjz~I_*W)_&RYG zZ!B@vQ-1w*n-4gS~kHFEBx$X6nqm#22;l)#VNAc}+yW)+ptu=?+vI zzWm^SpUTk#?uGe-YdlfE-<@W;ku$1k7)2~QjNqD-@R<+Ltb&T)SidbKWd}?abn{(K zt>(R)Z0J+}YgchDN<1r(GfZ6V(l|}sL{Rru;!W}AfDW35-l_K+EK)hU#NJ<|!eY(- z?6S0A;`MuDogDRPzz;*LUob3!#E*CBQZ5dDm*VJ|`me0kH2 z0)GbVS8Z{}>d}l+&r^(vyZk#*XSkJncz1PmtenD(t8!>bWz_~y#|Ar)ac#qZ5Wxwy z-amy;R77>ftmUG(lkddUOVeDky&XPLdQ||F0zeBr9X{mo%s;}X3xRDHcivjx)404F zZuS`aie69bEOW4l^bf2MSr=S{F?4`U>+tdYsk4t; zZ)+N6Yj^&VXyu5=_usz=8iY8E%-%x@t(K*_j?CS|0K4#jb#i|zaNIgMU->OKKk3xj z+>5UFL`HW6U8x5PNNx^H1fixD_Q7CQPwb21lgDhLg=stSGDMYC9r>Gqi!VuF@54<+i z7qzeg5o%kcBval?Nje~&J_7(CQf&(XFp^Gc-wP0U)#8@sn`sD$sgNr19rEcQuyzmV zn?E7!Gb`tDcBy+16e?TC`t0oUgQmY3e6(DxCHJYX&L@f4CzF=%c5R}Z_D+ASA;~mj zuPItX#uH@gP&~$sAiGQ|gXMcf0)WVezx48zHfW6a)_s zn?@k<4`G+G^>}R*A;8H*sMyeJ-2 z@50_&BAA21yME;YTk$5yH)6Q+26yy92h=XKHF>~o(RuUdMEO4{yLhnL^1q|(^M9l4 zoEbc2F9XH&QF4-p(mvc0mt|_XC1hlf+#qLQ#MUCd9O0`BP`^u|jZc?Pp-n&+6fm~} zf?5Kj>~1ohsz2ej%enknc_H4DbhmP82ogR@^Pw!K|Bq5l{ARuT2n?nu} z7m%3uofpHLG{k7VwW7hDku|>mNZ6rr=5ixzJ`RV8mdU$9lVPxW1SSn{%1E?4hNiZi zHC*P_=rR-4aB|Y;D_9QNX$iyK3P;Y4WhGG!sqAz$?ld4;uY`Vq|6ZQVLyDR8PU0C& zKeweIz$f9-^w~}#&OVCzf6Uszckvf%<6Qj7+EYq@u{NOni?xCK^(SlN-2chiz$g3{ zYuEVWSle{GhEpLuiMG?__hRJ_ zzvSLr7<-4}nVOMw=5CFYt-Z0gXtlz)4x3S+N7fxt=18xkd^4s(lf28zkfmb}lv}yX z>23zJsN#a2k<$aO4bszdzHo^SxX2%rc<~cM2UJ(20zA8ZzSsZ0#v-_Rxu)Sx#3=~? z=K<^VJ)3I$|KI#w(ELyS25R*(`is6L3=m+zTO7WwSAW)3jB^?z4Ltc~3Pdryt}YpJ zbU_PD`r;L>!YuDMq6I%(2ZkELzBb&+YP>M(nUVIsXn{6JOp<4L#-wkD{cO0SgH+v} zDG1W z`Gl?SkPN@Ay*(X3W?ca*P}Na%yREJ0GY-P;8NPGTKWp~SZ&cntTua+TejR?3@p1Yx z*wyS4{z4`G!Y}*i{{MLlAHn>TN~P;@{qQ9k^;S z%XZtt8!&N1(MdsC9;BANAbsyTi4xma+%5_swf7#P6{?N?v{i5<}r6L=Fg~EA;(i{zaC0 zkb~OwkXp)bBvULR!L?cTx2H+02%O&(5I*}Wt_VJiNW^xX>HwuETKaa(L*%r~TJsw? zwSChA>b#v0B6~<4!IUHuS&gX(HQ*RXQ&M?1+okg2_;&pdkU4B%J^%Wx@Xp}De6l7Pu3sTk z>v&G@^4Y~tPhMrdoFjS9+66bQytcM?mvSpzVOO2?Z=NumGu})N(CV{&de1e2UicpQ zg7AW3Jn}I-;YBahP@POFrnmFMe$o;C5s<5`^JAC^zhZ{nOTXj(4w2O-3}sYJBCB*} zj6R8+WaqJ85ru}*)+7A6%)!r_^vIkLN*qStG=)>BdMb88R5ek38dvgP&)G~WnT{XA z+6^3AtnE@>W!SziG)QxwZC*)}j?!?7jX(xyca!4ITO86ZPp0tyvW(Q=I3Z26*%qvz zgTNa2sv3^2dpu>R&{mIWL|bZprXQCuG10aKJxABQi-+-vlHQgoC~tY<_Yh19rrxI0M4+;IvKg3|Ig@k{w2 z2kC%}!*(PTtfzPIkZJeB#X%ZQ={-AQ>JO*FtPAaOo0h8RgJsnkTDFek z^2Do^Pr6i-Nbi%W4*(}ll6pz}Eg;!R`Tj|_Yf+IHq-A8}jj;K7kqpFdfn!@x)@OB) zo-OFmPE)~WZIGVx{1Bo6_tu>Lkao2aX9C0wrg)3EUw<`760mL9$uN$VC8XW}lc!X` z6nn(hbsblyCJRPJ-q)+17r8)^c1K$4RRdOMCpl#gw_RR_oqI3S7wf2~#;^XG6^nGcM*2Ox3)IE2ntJ1?N((DzLhaz1U(d=&wfeNR80af1 zJEIJXO3lp+9&FK1&fsW&KO)#J?wW_^wLiF(!4{?{X!3`oa*A*fZ{o)5zHUT$uMNcd zhKk#VJ;W_NMIJ6a=qqZz-Ps1TT@=0i3RqB9M@_gUJmN5Rqu3^iat-{sEIi>hbYS~H z&Nzn)GQQ?PfE;T$!#^iUhZNQ~oZ_dEMnTxy`SGT-#ppnP9(65r(fE*E+!go)*X?;m zc5&zPmxCUvM{Jqez80-Fns)h=NC?SpPJ;X={a8J{-S#N6%uy9fXpgP8$%Fy-LcbmE zv3)<3FzgGa8=ur7-O<;Ch`s21$RGO6XPxa8;3)6p1&bt(zfJA7|KoE~v{!YiKD~8- zYX)c67MUgh3K%GOK*7-#F-ugm1DbdTXN*p2DR1TD!*PsL?wscYR?em4Fuq^U$AzXE zpWF({w7e2xd60_u0Op^4dD9sEuzgT>^Tx;e?U&)b-5sAUsn6H-rZnK}*s-?(KyxPQ%0BA*Gcb*16W}=8O&|Q+~lnMFJic5tpjmdh!1OcQCd)TP@w7 zWRc+pI^HknUYX8^X9b=Pn5cc2sF7KisATVhGtlJL`RwS2kw0QxZ0|c6?#TGu4b^q4 z&;lL}M^wf&g(JcWCqR#%A+5rtQP*d6SHdDtYqP?h3VA5}?M!bNCY2pS8)WDbd@|S$ zSqQs#LOLsqsq`DD1j|Jc1C&|>`vT|6|G zacVTXr}Hd6;^a?{J5{&j2@@4e;hX36r4wh)B%JPhVnhqo{IZ;R~N> z1K!l*l93(`>%q2o$l-S{s6$Y*x{E=(Yp7EZ)!n4C zp& z<28Gxvb*)@JCf*1y=2c$aVEwF$BmLsaRwKE#IH!Ca7)=*(FIe+VnMaUu^>0H$YG)@ zChNrwoXLOJ@3M~$cxWw-17EmI^jq8=s$`0;`%==o$&8MaSV93j-05!g(u3V$hFNt9 zb-g9kAs zesHMK@too1yNi2`I?*QLck-1&{F5-!oxsXGHuX52^gee~FZFO`Kypo-;K(o4a_S3w zw)j01ja1`H#(-N15#^}?{w86~-F)5gPXbS-C~xD(BLobF=S>(MVeD_E?VqgYUjl@i|0F5#86eyl5Lg>u zwaDr9ou>>{+WIkl$biZYx@P`Lk+bW;7~u{8g!>&J+;n+Z;okJ<;^z_kN4UrS5pMT$ zCQRs^1L7s~=Q$4*nbS%>6kiU!#P-_y(52trx;@m^B5%(3Y zl9ps%e$G6;E_e1WI=(K%R9OXb)w@TEd-lio@_=~x&E(NAZ>opoq(XsWcOW}VB+bKe zN})ilJJ1>(!g=;5=JFt6`3=MIFz^4%@e|v^3EQF>+v4Fq>HV`m-+?ZEzsWoq=FRZ1 zL@E^MbqDgnL|%JXE-Dn5bO$D&Lu}6eNL(FY9)W!}%nLYvV;$L8hwop4oDd|PX4y(xi1%n-5ig7%v**~*(qAb73^+mP_{ zzdYZ=@=&25pgZt8I^@^cA3LBUz;QXu3ph>{n1&^VFA9LF3|G4S2j581yh~?)_AU_6 z?m$JDNU;YWN*Cp~apeXrLxkgo>z{cn441qnnTylaBmJR%`x=TvHuAiuV+wLwVzMdh z8pn4bX=#m5@!1ZKV)qW1F#r0H;?Keu!VX1JH0?g=<3h!-`{xx?8(fDVS3}5e64yn- z-MqXGhu<)HBDqF)$h?((9qWoQO$uD8cn}>Ydh#jfY*xuDWo}c@MT7 zVO=9nm;Mg`82~nrbE`L{XEZ2|`kp>|Kl<`p z&(-e))SFM2gS4lTloy%2`yOm(!n&(S*+U2;N;2h=fdKt23LP^Vey|#DeTtO5fH0yZ zQ_u`NI9a?nboMw|4mfmWI9cU5bboNNR&eNeKv}#XI(tx-1Bk8+lvNI*`vb~a0nzb* zvv|RD_TVfBFkKlqs~k-C2b{G6rsKiQ;>D%2$IWuUr7OeDD#xY!gPXO2OUHwk#fwL0 zkC)|uM^}cIRgOpZ2QO;{kB$dFix;2H9zV+gpRNo)s~n&14}R7PJ{=E17B2yvJwcWO z0bLnERyhIPAA+nE0y-YTEM7u7dqPJ0G2|vrkJh<*aVq^mqI$~);4d3?>q9aK=*sr4OOG~nc~eP*xc|EKyG;L*%VBATD5d%KU44~dgWUDXivD>cYe*Mp~8iuH8~4_$0l(X&Nto42J(i} z*fN~FX6$Th?FFoh3BTrdcL47L(rwze>c_DsIva86bsNk`}6|Xp8*$ z8swOWdJQdW^C12g;rp{Vx2?WJzv+Awbb_;HVf|GsFnHkCT-oYjT z(M|ZSX6QD3)5JUl70d|PQdoNBXCf$T)BlccyqnK}M|8@sOb4b=;CuZpC(q2#jUUAQ zWj|eP@aeaB8LzkO0?;q=U?%y6gUXP{Vif+<0}cbi579J=R#HiaAlO3EwhVchnEg!h z1zTuiD1?}U4HZ5C#ASP|1q(7IE z5V9uTiWzxZ5rO-xa@ypOzshr@GJd-A<<2t0%2qI$^E7H2Y-l@6^>Y$ z57jdUq*gONhcX>%bUSvBvqv$;OYYtYp?>wgXe|Z!bgt68;i=s%1$e53LgDw$Y)*Be zo@_rc-$V(qc$#W_ZIXF1@cyzZk$F@nwg~k;h}p>_=;C3CqHtV*lGPyZ)t`~A z;pz-CbO1?tZN>;^^MyTk#6R~PhQUkE5XU;W^ZMH%KL-b?D5RvzkGr24eUnlOh7dA6 zXCZjA5sfP}%J9ygS?&N1VtNjguSiy*;DSBXhT*Fou`*A1=sDs@C#nWu=I4?BFvz(w zz{tuxefBw7c2l~gK8!>CoglvXszA6gh7x~fPl3Ey5+F;hXRd~ccYqEgdfo|sThdCWytntZirEeyKRIhT#7!7 z`JER_J0&bzeFM00Kdww3W$8tPA|}-N;b3&xD^=pfx!?Ufg=i&l10lR3M6J}hea#Wks6=v`$beBP70>1-zg9c&nNFbA zSfofI2le4h$P&+0C+Sa#-yCE*bboI6JEs{l9vMV{vn`93D{2ao(Y_3-D^E21& zHL<;br~IMz#3{7?^$L$jUtnH_BCqpqTZXd`Nb1afxH3@{57D{o{rYmzaD7GWzRhXI z`PtW0M)}e(`2)^a-O7St*LW}G9nQ!det`=j9qWjc^S=3w6z`Y)2_GhJIIzE<4W7Ku z9?z7x_}#qgDByF4N!zZ?;+G`+i#7}4Vbfz$_~ebaJ1=OV^$HYr%)B^|aKr#<%l;V# z!04fr@pC7H*gadW#CK!Uzo+BY)?)1bq)N{)7=Rt2A+wg>@O##^Jk1BZ)qq#8Lf))vInKcXUuG4oL zZoR#}bvCBbCx^^7_l6aIs%VFd=uY{w$eB<1TP8g&g464LmqUILW&}=&{;vC+9CEy( zYbD9oWoOS)^+?Y0wlJ)qOS0qp3288p$cN$BgqA>lLUh4zEvawv#)AyA% z!Xv5i#a{94eds^q7rD*@tfLp>h1xsEe?P?2Zo(t z9ETWK0H6+mfe#pH!vLmPU2NBO*gnC~;5M)DOxJqYzU8;1ZQlBku0MeFnmKJhKJFdh8Td*dE_+ zUA~fG7}9*6hSDykqPs95Vw5$SvBaYcUzcN%f=yHaccT<9y@PYdgnmC=;4BQIfG7}5 zyy{MYo@YM%uG;?zp3(A)?w2R2|I+t=2n3i2JS|o~<`TW@r9fi~=s(!`SD00LBI@O=zn90rWv2Bz zMm+_Icip!@M`gwXD*q<=-2Fn^E zLD~1Xl;*JMw~{#RXt;o1a1K!irmfaoHh;E!yDtNNZ#W+3m_(?ei2Gv&F8~mIUer37 zU0^C&0P|wK;ZFeh#SLPjC{$l5uj)_0LG4Cv0_Swb zQmaNPpxMv<`=k{p>4g{Iw$TQib12Fyaaj^~{XjQLhai-uS%=9-BSTMO_0?w{vJP%; z`(NZ;WJng&5cFIYJM;-c(5JA*g(Xv_gjbndlm>`!ItZ zW*QKrurP)R2-@NE-{1UgM?}byXNV7D(ktLC+}>c1dTD6mo#zSXJ_oPsymercVvnK* z%2}tO!;Vx4O;3r%`Gg^yVfVZideBPJUpHTGNvPvbr7 z+Jr7>*zWcSe{>T2dhbaN^BShF^I*Fk>d*2(7fh%9CG9`PSI{_g5OqL3adIj=bVIqa{p#hgxilOJb=O3Zxhl@v1 zprf^(4MN=Y@wiD!f{7L4icW#_-#jO&)lJ!j7Y&OeO6f^STZM+K;PvtHAO3il8ZN9? z1#djDm6M1*bWl4ehUP;%;zw%Vc>QC%?BMt>qZb3)eEDat#ZV2py&uA&8t@-O;0%9`=nr>9~LLD)eaVg}iJh*keSOba_~<4*tu-a2=& ze|h)x|8cNJyD0+TTbH>a0Q~E?-NB4?jtBc^aO1=ttoZ)B?CW7=Upts! z!hyaSxCr*fsD4sLqhn=5C5|H!&%df1)4O za+$3v^S&nZ@x@&z-3a(Ir8vm+I#5V~!XIt^qniMj>5(;=|41f9R=7Y?wSF`oFi%Cs zCoL4u#Uw4zc*vIb++m=UX*w0Gxw=2b&8jl5GNlkk40v#8usjH9#&dk z01p|*_0*JNj7Vx}Ci|!wCEdSJY)BsEIa(R3-?nPhBQl%Z&-uKEn6R$IXi+|pyOiW) z;5HD~#p^HSHwH$i0E|#RqNQQ&dDCSy?xaR5LN02L_S*KFUPXi54MoI=t(n*O~W;Q&Yd+BN&Gg*2nd1g zZg~7wacibE50~M!f=uT{y}5imi3DD1AL&|u&#TDoeZ7>PKIQ$(i$*Yxgx72NV&Udc z?(v)6SGfM^ZQd>0-2DQxV;kDPXGdE!3nLk+#a+#Cv?DN9(kzoG?sTccshu;YRHA;}pTcSE59|G$Cg1W@9zc=9Bvy8YxIYZq zx7(@%4TvxeBE+36Qa-0_PmqS?Egmr#Zj*uI`TYq%y+-CyI5rivN;nYdtFz}Tyf=BK z{XX9$0N`m~vIc3xd7f#`pw{4Sv{!l7pLc7|Coa_bayuyo`uJuj2DS z3^8yY17aB9a=otd&JM>VOx`BUEh@t%#4Sp##n14{AZkl@W1@5O{T+w7-j3YoiN4x3 zp4PB&gT|3LvWk<~e297gEVM(sw{>^R zds6=5d!zfTSBc3=yL&kK#*aKbvme~sGR5KvqVJF252y?HtMSKwzmZ<=k&w`gJbyB| z9N=ImkNA#AsLA7D)YI+QP0m#TbvEP!x6*Jp58_D8E=6* zPYdVj$?SbxAc+&L)N4o+u{h8SJ%uJqdFs_dZ6R?SlOw{KReZ65z-;v` zl!v9?0gs}Nltt?PRrK2>_$e*L6UkhSbA_Gz1>(RhE_2}KmpOGZg{$iMD*O>}@DMm) zQI(SR>^&VK00^_E(V`<;T?!5lO!DLo?f$5QIkC;Fm zE4u<|=q?%`IO)(`Cg69cWOu*ThX-GZfG0>FNH>PB#GGg$Kr?97t2_c$@#3}JTU!4!|m>eN0COw52DAhHY>t-n?liu^Hp z!03HP79ZSZBNW=_fAi1S4U{+;WD;Gd1zP#^zM9N&#!cx>|wi~h`T_dIWgf=(5#s2L~E*={0O z)>TABD|mi3PaAS@JKSM>5|jglZ=g6YbgmZ?6Lodd6Z!>&LZXpQZEI-!R5}C@#0(_p ziDO;~ex5$Uu&6*v=p;w4Owt!g6kz>Xodiu);#sXo;&D@5;xK}Cm|>BDTA_}CD11JW z$ji7AkHR&{++V7}|4FDeZs^MQNeVNmo2P5ZE6Uu0WbA4T#1j)jG^>@w#C0eb4s0B! zM4hW`%3V8{)Y9K&+I+XeoR(^zlfA9R)%x>C3kHfOf}x=t!We93We;R1|6;NJ2BRIsaH=4dZei@2k>Hj!RP5`q#L~l zyyFZ%h*xy&g==WP6=+$S@MbAwcQ)t3XL^DhDw@pn`!sJ4)Sqi?WolB;*~}{fBpnwc>Ae_9CjunB3y^dc zU^emUz!#A83_#LXX8=h*_ro1#4Fx0}AllEnF_O-_g^~0ghn`kuco7ykJr| zhV0}8k+uN@3Q2v6HAnN8Phh)s98V@d5=>CbS{uR>ABDB%Z-Pe
  • 1Yvboj`^g-?rB{nYwRe*<>oAE*T6r?>NHHHi;G(r&i-2a8^lsElf>FX2)R+Uu&Ut zv~2?+7 z7eE73ph1vIm`}Oo?grrwjM2)0N|CHVjEMcg6f+(btt&a$L?N{QfR<*-Mdm5ZH~{Z# z9+u*pTvG6Uvn#U;K(sAsc>nZy;2c(B6J!y$Y~$<}w|qQYkP3UA(9CL(7=eL640vI{ zshOPf=N+ho!VS@?79|bQ$`+-Y=AHcEl}g8C(>u0y50pm2J~0LpY_&dKmL%Bnf8OZu zkKsf#=PkPF*pA?0+^$-(;2ncdQJe>l(d6Gex;IzQg2$fK* zxR?tn`Y|7%Tv*xz(9pYLhTw@0&*KHe>KF_h~zYnreR^ zo*%3qL>ytFz4`m?Vw?O0GKhS{XX4|VbpceS)6+{+W!B&Mn;7*pvtvxlKikL(a?|_e zjji$6hh3*kretIoGKrt;Kw3wcv;o@xxbuL(+d9jSL_kaC_mQs9_KtfO$&V#|sw~r* z-a#v__^FP&QABn#B%E}%=Dql!%lD0(%8YOEGy|F+zIc_|A76WnTRdvZP4%Lhjh#8d zaZd>-;RMBf1rQag&li1BY68<40YhC-_I9RQW~sAeinM8Oii(K`zTt>-lrTYgmPK(# zZfb%Y!RI8`v=z~x-p4DpgGcd-uf_9F39_=>E}(@H=+)tfL!aRnf-+pzAZdeeF=z;3 zK4@8Hm&~&XcNmVIjc~v@qaY_|M>0^Q?%+ICY{yLn{iYyi(%V*iny@-?DA|7ud@FJ( zieQA+L;)p&k>pk(KHHMF5L;bWfak&metz=OZ{giTm8-tfop#v-Pz7!vu_7yFk=z>>Q-2V!U=2VW7^JA7jhO9zV92-9A^hj=y zUL_GN%i-+Zd*`sfsJu^s+?IZUGkh`|9@q{*>j8LN;l`huQEu3|7I- z=%+&PV`uch6X@3WtMqo9nd(bkZ&1r)l2}u!7fE({n;h# z{^kabw&H?x{{Oq3NqX~EO2WWxKx zThk9lgy{LIEd)j$(bD(QbU()_2Wg~Rdb-T#_%U`J|7hx2XlkX``~19c;Z~EyZOW^T z)P+CmbeFn+@LYw@3%(Lh0Si5{X&XMQhTq|}D#*nNCqN_VUZ6b^`q2zhyJ$qmlI$n| zQWy}&fQVP(6|XnAh2cNM2p&a0)qx)uqX%-KTdL^vdmz*@UK?4P4$9dp@Az5>RG1g; z1eYnH3>niMg>mp(1%HEa+_nlHfN=;~1^2-?gsp-R8mkq9zu#u&9ki9W3f%Q4fpySTw+*Ar_6WXpF^2SbU5{6D*oy(F}{`SbTy- z3oKe<5rRc4tGDy$GV;xuli{X_t)r`9fk+IBU{M@{EDv{C!-n4QRvD(1q8D!`gR-YGwwhg@&s!kd_zAY(a> zqXXM-j|yu`Oh@d;9*jH~vmX&~y6q_EB;&|`4SA0%c;IL}tEV(gBnW;Q@uNxL$m zvIy-&D%iftY114LEULYyVCZYOIczjXhZ3XKZd9Nh-E3u+Lc`{Nr{w}p+EcQtza`_s z0i42gA_wEs+)N4iMT6q9YkbFfw%>8{>g78VKbH*e?9&_k1&m(E1Fn`{wAxF-Jq3fO zDF4B{9W)Ze{`)1ML|?u(VrcQPhU)O*HRoG#3m8^Jcj zvI;b%8Qto1`Q2)+txdA`ZhgRH#=fzhlU8K1Vk^sG3}x|VbCO1*lvVW3w!i+KI`ORc8T zt7oL%mi)ytxrAgfO7$6fJ}ZkZ*Y18WP#(>X>y-N%R62oZc&s6)6nM6av1>t+qupjgJtuZBXpy2=@k13IrB1bV}@%D1FYfI

    7|0dH{ z%v4PA9I5SI#?tH4bL6NPMLW{yQx~fPEBbk;uVD-^fZ-ZoFa`|9fMJ;&=iJ-bm=Jo! zV*VXms1Rp#gtI#Q(nuRedbq?HJQB!fObZ<{tjxjjVbgRW70(Dte?0AJJZb}5tSVNQ ziJErWZ@4aWJ10Y|qLChn_vCSf-*WESHbQ8Q%(+ohGRkaIS*)TDd*sqe?%YVo=G+Jn zjS5n#6#8-wIOwp4JcT7caZn01a6isnOOgS`C6Jp$m6%>=hHbz3J?u$q79He&p z8gic6?Bgfz_3IXmYdsPbQ-_9`m9H|r1kFemIK<$dN#AgK1n=UKwNBA7vURuzLs#s* zV(klKuI(u75Ncj9QoU7$dlR+`u|c2T1r1-?v=PYS|JWr9Sg2lP+;x4NDL*3HZ`Xw5!Kc_z8g3jwy_&0>ACTaKzM;o2Vvge+tIJtkeSYY`N8*N zmSooGmctUo6+=DAYvZ*SO+3s(HsN5!G0<+Xuva)&{F8gC%M#lj_|zwDFjkc(%da6+ zUg_o&lo7#`z#@nB3&=Qgc~j~CY?BPn#)tD8=uy`>3rUyW$h zUlo3;}&`94C1V;P#z;H07~3~tgUq3tc6D0a|5;w zdI@-1Ax##b4T7GEKX__A!?QCGmv%u%48T3R1BT^0(YXF7HzGoz6WtXk7w%>q^#|{U z&RD<6-fiY-3))T>wHvgZwg8~mrE#=Z1^)qZ3JflbT28HlmQy@{oTLGw556(Nv=I@s9YtuTwN8STLu4_fH`pZbbM4olAAX-2}GNR zcIO*K9OxWjO#b!tyv7S%Z!xu2Ec_~OK4%jNE0hq_e0o`oqs`|Rxdm>dbzz9j)9Ym4 zRGE&k;?<*t=1FM>O%adxqIEKUxHs1bbq!~B2?IS-hC#Hh?FPO~ssw)uIRwH7q@q@ z@b#ra{_jFgaPL0|IV4AP<{;@^@6~5sp+*G*`r8|Y!u6WJZty4Bwce4=OhCWfH#Kx! ze&`A?PV-;kC7+LX=uMGm7)Hbip&7%kFCGE}&0kQvm3|VqGP3^l4@SoWtNny-oCg`; z4{@tzghTvv3!uO`o?2*3MBA2HEx*V_4ok_1=qYdvn2W%e*EiI!?Iu<7iGA{Z%A~Q5 zIwUaxPM@-86Ju}8#$0fDtM|awFAS*1#K}m%MTNgLpif;W-#+H9F7wFQ-&f=PSM#yt zSIQIo-#AtB(y9T{&K%E|YUYt0B46QL?W<8qz^PHGq58t0N_m2>w2F0-FZGtni>Zxn z)$;)Z+TsVBwXn_YL|1io&hV|aZ z$_(?&$XmbZTe=L~El8>|%(D(OsOMfQTJezul|~oyQbDR4)?U#hmMP9|S^v0QN+0{d zz}b5GcB%cMjXv`zQ~Zub)`>E4OoVWTUe>8Hv1yxWh92XYvQzXcVHGy=$WxuzJbFnJ%j8?zK2VBH@N#nv?qloT#qljOExYCCBU(~Oy zZfO4>K8yeCduD)t9`sMce}V#mF+qX<7r>dTR%2dqx2Pi>{`WAx^|uejD)2eLYYb<2 zBt%zip+=^tKyzPL%H}HC!A*!RzgdkgUjmr8NdT`gJ1T+(W9v6bMmYC56_faqa0H75 z#zr{5aH^!o1J6F;yrnFjP(d_$vlwHj0t{6c0|{Wb1sJ-#6~lFEomoc;Y^#F^4_8vF z{(vs;rBwwhu4Eg{;Yw4MuCt8<-ZDOc4%s@nMZ_9->}z-p_;e8Zlwsalo?)^Tc|4Sz zi|>ln??o}Y>}kV&V{&#lFy{y2HAs@S=lU;d(ZMufGwFVP!iG{7OEUBr*x3YifXKkL z1-dfCPxPl`1kQV2&PoJ$`<_5QVjTon$3GW@siarCsZ4oTAGn$#Q&uJunrxp^w9*jc->rk}CI$mHM;#kN3r^SB^^&cJou@8*n z-T+vqM?U_M5^Ye@KY)v209Y#FN+G5wvGa=mZKBbZ7x{PQ;mF_$_cF%^Jv0df<{10H z9AoL<<`~HzfjNfY2$bt9Fvl=C0p=KUz#L;W5Ie`{xJvtHjv?eUD$dxLBy9S3j&X7b zd54{2+)n8%!5E2J&{f5gZONx;_?ss;Ni)&~7GU|O&8Z90i<9j8jLRtG)d9`tYRc>H91Si0R6ndU`Y#(nm7QFD`~?DcZWYrb~-q%;C`orO`dXt@Gi zFB3vFRrIaeq_4tv3;5zrcM_h(qw_K3)ZTIBP~~24m~O`X%@Y-IfT&=}&CC4w;zG}6 z74fJ`74g0>O%=n<*1tqdhJ6`5X`U1=d~E(JANZPtd+T^lu7D;?b9RuBfAN~d#}Ex0 z`~&`k@9ws-gKKHK=I=T-@49@pvw@ZQyrzsmJho0iMrX#-nkprh7Li~TMrp!KzW_BEXeA0B?} zN&%s#R0K7OSUE!UocMl(#QBSvCGhZwN~0FEdL?8B7Q1+^PL1y;N#;?s_=<-_z$432 z{%zBYC09G~hPhR0(p=eflZq`o>eqqhu2vRVRyCwz1jFoPAhkVF{L1-Q)-$LGB2|OY zny9q@HCUa9J*`R(f7d-0U7p|J@h0_Yul63LY0~#j+=^hLM~`YRl!8WoIk?tsHqz{S zzrDDhXe%cgPR(&&@~grV)khwbh21v;Qip@y9QJ^RDT|Muf4))2xlwSDk9kQrOCtJs zloUt#ZU)57w2r{dY*qPG@bRQvQ^_+#Q~Z)?cA7`lGdziy;$qH588_u5=~RZiIDSYW zsy;?t@-SMkP*Ixa+XzF8BKT+9;+5R|E>-F$)}dp;fv;3F(gUM7j=QYP2Ba1%t03{V zPjQ7KMQoAalnyeb2+hmB^E?7k6|TaMllR5&7p-11sj=7b=fP1|HkWaC&&(_F=KZn} zqJbe)6akZVB!sgYcVck+QAvluP0Gw;de=v$2&Ik2=%}6f{rA^d)`j8Wuk{5qMe=JtN zop6OtfUS4a@W7!D)kYdNiutz`b;UHBb~ zmLNOy(`T+nU#+>oO4_s?(gzun_e z_K;F9BAwS!W01m|5Lw$jb20Iex|AT3mc3v;W)TY8QU=|C#Y)7bLprVCgJ{G7A%Usi zaBo1-K4~V?h7G4kUKKM}#G1nQEMhJ68tI5|!Bln$4!9_%y61Edu4Hec`+b&yKDg?p z-~;fuOZ5_GgwZEeL~uzG-ZOIBi1)e@sB*M#t%aN~_6klp>d#$XR|o(xf+R$;wf-N%FIclN4>7C6sK z_p%-{4{r`B2)zHYyTKan<2bEE{-#Nj@GtCdyDwXPtCjO-9nvebHY%4>HTSLevGvn>CRWSjUEI`?wi!m) zo?1p49^ikcB(7rX&b-xgt2@)G85V!eVSS%$64%u)Jv4T}{oQawf%Y-epZ5duJwbPW zIxr6Npvc}Hsg6++0~`ADML8VUx^yihqd5I3=>qAAZe9*~d>&(vL%*TagzR2;$P0uv z9ta1LWrXoPH~3jF{6hDO6kWq%-&feZtwJfX`2D0zw079@miOd!t!)H-*#yIo+zX;N z)g6vc9CV`UgMTf@5rhDy5yn{aV$jljF$dL2-vA}KSF5m2m?P19)s3zim0C+9NWQ_) zy4U`Ji^_6X1Rh5_gk4E%dqr*A*Xke`KX%~NbN%*;bH>Er;qj}SA2ph5W@18pO+4We zP5nZ4&cM#Sgfy2HKDm2zlP6&#^-CmNzsomL(>2l}JqnLZ=K>|Ct`emn33Y$B_TLT^ zwh7}tQ2lRphNS@;^&VrE@M~a}@az4!XY$+lN}cFfHKAMwf=Ayglkuca#%H=$#t5U+ zgm?Gk50H|3^0d~Z^R(9K%MP5bHeojrJOe4c%&~!S7xN#R|0UVvIQ!_0+CCTqN)Xtvhuj5S!w_N^_jc(|<$#Be zJqwCWK87aRG|yx$yz97m`MOJ}^Bc*t?9+Pw{L-Ilr$PdI5JMZyi^+_stGOY<6SN1Y zg1=f+lM05q*>XVELo{1*Z@f7_SF>bEqxNsb{_^e!sZuIhhvG&$s zQAO(>FkRB!NGnJPC`flnh>D0v3KAkM4MV3if{4;mN{Dm~4ALzq-5@^_m|3p#V6^UH}=0kT^h!&N7zM(p9TIX zmaEUOA)xJfrG0b19qN6at9$iCI(XQ$Fi3};3lC4;GXn>Qzexu>7$3d7riZ)uc@Y1* zVVcWGATWWuzs@5f)EtFBFf83?L)`scPiip;g6)om6c7_OABtGPCD=2=aLv4@VAw@X zj!QukrnSe|bxk{M*v%$Vi{8LczWwI@H2Fne2$g#g*~jfw8?v8axa2-4;>ZJ?8>}u+ zXkr6e;p&OhVhZH8d(l$y88CcL5SRxb?2RHO^xuD0Kq0kMLqyoT|11pG$y*49t}mSJp~jU9`C_#(qFb z|13!8dKK+GtObm*D_6c~i_VF79f>yYs9wQ(&{5SfQ(-x|1fKxL@F8Bke-*cFJ6KGTf7e6Qa$4KNvh z?!MI7t{JS|*$dEX>L_1{GMG47SGtx>Rj~hEG5M|?ac#BI{YqSXo|?VZkmA!hqeT&i zshjCHUP}7Ea=ru1Krrh~#$$pf8smI1`=`qg@en;t3{cD-= zsIldp_{_c1blh^)*iaeI$Jc0^B`9d0Gu+7eRJl=EYyNaj-%HxpOUvnDs?|%E?f%#Osy2O4`kY4J#%{A7a)+wqnhhzd=Sbn6GI@0KjiBd zBK`b?MW7o^QP1tUU@xwg_qcGjvy`m8fe$U-2y!lEf2cVn)lcNR>s(N zBhFvtA1<52k3Dk%fzz}?2%XreQz?Xw`ibCgC<*qLq;2zX|6k6h70PxFo=783@tVGX zD(Z2&bbI10f`MCjceq~u3~po;?^Xb``)%|FCjVZ?W^0=pMkgDi8_}FVb;qKo&p&j$tIFd>Vd7ouJMYAQjwHTmsyo9 z&cf^v0I|%$5)cL1+2Xv)od=G7&T|vx7%tE1068JH08`};?GWV;KvFNbdF7`ZBjD+g zxLfy@?X3>y25|t1Qa6Jkk*{)gGDLra-(e`rqR6tiLfii9qC!TLvZq9?T$y%&sW!L3 z)adV135An4H}k{~gW`Jhyvo0qejZPwtWJG4UX`x`-`x4L{ZQ3}k$E86V}$yWJ|xZ2 zaW^;ZaMH3(F`3|5j2-ZvJ}v<9K>wxwJ*4#$m0>qe3HV81p{-3guk^J^^+6;KQu=*S zw#(zmq6Ib@)AQ6ye9>5i;1W?A1^av$YouJcME6hi@O$Kb&)eTL_>q`@rlxNQ$#nDj zl^|GCCa}tQXV=f&@{FGH1>+x_q;MNyO5^u`aFkR{kzKJSFlh!&{sH%34+kktk0)UT ziqd!dd3tiq_=zQUzr`_p4|_+jSnRkEx((BN@u|8hZX5R7(sYs}aoObBL;n)R9R&hYIyVav3_I zR2xh5&`tcx&vcbjH6h_ETkRQ~3_EX~_0H~g{Ot|1G5HMW$oIkkU13^Q-zgP4i-|r; z#`o_Z{j;1*c6GJ2lGp~3ciO8O30K=qi6)Z(tNs zL4}*30$|nhG?q-MX#x=9^{4=Zv^UHqFhT*zC@b+%csOY3+6=}LLoH~@5wtW3x~>FW zTY|1(pld(@h!0Rmp#~LrJwyNn#SJq+A!wupP{7Xh0~BzS5r6_-7{&uJ5k`TA5>&Vj zC^*kYD%kTepUFIW+>+$1jvDg>0!ST^HAe#Y1>Rsf4DH1zsCf6jo6*)E{? zNHWxR(HU4Z_X=<=*f{*f+>vjlr9MDxDbLRpX$@0DET8s<#lkxQcMNl}fIHzvhB|$| z=N=+X**f(bX0!4cE~6NQ++5`Qi_VCex$be1yI*$==C3|t8O~j?VjIq0eZ)4LxnhM6 z0RjZ|pew#c{StG>7|@kH;0jp8lvFD=03TSFtA0;oG3Zi#u?@`<9Euh>#%>^8YKtz6 zQ0m_NjDa=MVspo!nE*wU749q?cZ-2#(Uao=bP}r$83fuV1OjN=HJg{up#0g=93aM7 z;OB$1R@Ouu0#!+bf8S(a+48J#c9zHH-dkCg>u#izx<1CsT4`V_in3angS!I)d!7}p z**bcgW-Ia;q(57_0>lpT{gRN@hiZtVPK#Z#9t3!6P6BecwH3#fud}8 ze3aoMV&M>&&hR|?3WpG`x-u|-M!Hn&AK|h%cM)==*HPvaeK)K5cU%CzS80OaLQ zk-Jae@+pDezPTYDB6@#(gxA1RqVLVc&hgW@HySnR^YwUSYd|N98<4UWo$7;g>!Tuf z9pLf_f!_?=6|jA~2~4|QOV2ORpZf1JRjr2(6R}=GfVr_0HS|R)vibPrW;ukI86_hI zlkR7lw)7~g(2YRl=?iSM*H>b=iG zjw1=ay*G2$>^x3W!Ll3(=5)Mwo%Hq1_q*ajf!~b05ZK4DEsaeSIp#aR<^r%#RuynK z?goS38!rw;=wxsc66>Oqe0Gj-M8tCuE)S^SVpJl5SL}V~H$TDJ^*3qB1GS4>_8&=y zhi3m2UAs)xTUsoVfX|&zkv#6cz>WgbV+W%$dh@q+mS6k$4yN@nLa_B-5vXM$Rb?n{-PSCC+rrm z1dm}D_DHNKmK{~ZC(2UbgZcyDgL;qvmdts@GK3##xZ_-``=%~U=dml4`axN}_(o|yUkdzhtt3`CrJOP{5$ z_YOI=H}fK5$kvVbcr4R$?LOe^+ZAObR7V^7d7(icsmk!RiI?8_WmY|9*ttjSQ`g5nGfi>t?;@kJF^ zC6?^^6sSj*a#`#bMT-8ia>u*$gWRIdbq?(RrX#Ukr0-h(Y#CZ4@nk<+M|BDaz;o+Q zcGjim_8+SEb&sUb5^HthKJ$zqeY}Y&0nkJ$p{@B--+7S_6oW$l4ttNf{>q4eToLG8 zpAX(2xz|pzpU#EuuT#B8JZ?UaSV!#0+Y&?otM$#d!_5*fOk3c@lxH_tl_q1pOee6j|0c;pBcIF+hs;3z11faMiD4q$5 z>w@BiU{%L3u{UmF#OIDN;!YPp>iF5Ph+A6&ZQJ>I=^CwRPh>0U4M zm*018OAvIf1A2G6V#2X7yNAX^;)aPFm+s|{r!L)NzFLmD4wV4g zzvq=$j=1`QaBl@z>&oZI6|9LA#+E-T<{pwK$JB&_&>7Prg94oun)dYAokVHS1DR#VSu#z%7I%?4aQ5Hlw5O0Dg0HUCs<*?-|{a=^QTLrbm7br^lYRs+3o%Uew+4Z&URbs`V7%D> zj92%4`k=xX-@x{tY8*Z^wONsZ^*Mu7PJZS3e$vn?#zeCx;8&~&z&a6NCxLPr z^2s`&=b*78egIm{%HC_yZ6dQjM;B1Q(}e?EpdM50dLQ5nmi^Br-T$MPv3_;UZwSS3 z`tgFyPtWw(qQ!e|7sV%h0gKB^kB5iXxz=d`9QrdpG`#Lx7=D{DqH--rwED9}?QkVn zkx8&3I~bQ7r%u4-rtrhuxREU^zd~EzLexjkscN{6`+2U1zUz7q zX`I&_$b>Y5*a~7Bh%gX;{2NpR(3p{*c&nNhWhg!w3O z(&wyPq~D=;CKm7Z%~zbSZu*@N!l|lMAK)()v<~+NX8ySRM6;3?_8@$TCrp5ppHo6f zDmsU_T?mr0xn~%f-E6047Wd*(bcNQAXlb7s!PG+Y74> zF<$_Evlh=?O<-HXM?AY4FteY5JUhHI31Mt699xLUQl=T~%=J%1}o+E{sWOOd}+Q3|5b; ze?+H-qj_h5GveJbYJRRFXz4up`Cz2odR~BOhcvcbkId)$RE3I4cADyHjLcOA8I9_l zzz$d%cysWx!ALgl$0JI{dX}w_(ya`R|*l%sU9{ zg(jyLrm2*b=Bo=NCTck4m4?=fBrMg1uU7AtC4~y^P;1r0goXO9r}4lHEYs=VQ96#y zKO_?CH0%#}%1wvsWc2h-M^#VfQ$FYFV4I|&%3IVps;>9LZ#ZdF-sF_n2??a_eaf)O zsLo9FfKp9}FliR+nvb;bLaC>!lx3!mx^Q;hiRF9%=V=W8+TqRT9LsYIT#0fb>BGA< zzAuHdXG~9KpUX?8%>YYiHzS*yku7?i>ic-6t#_+~I<_WKJkHagr^~_NvIgnS*s}N= zkFW)+1w3bIS<^ZneKY*_s?fjVnNQyxIx4yFaQtIh+Q%brNQkvJW=NsE4a5Bn$UBv6 zX#}~W&jnrDp4~T7stNF0lDvu7Y}wCDMIM`->GlQqid^!o$+s{BrnqI#UxR8j=id$T@5++s}N9JbrSf+ZEs|c*(aS-$ECd;+j2A0`0BW zcMe~$o-L|_Ig7!^OqL{>5S#x_9PQ&+25XNT7ho-}G@&6+oh&0JEM5N{hTEwR>|uU! zUJH}7?Hv*n?-j6qRE0C;HYJ<*y7#WNMpd)!{F5`m%tXUp(yBIW8Lz?2Fyh8M68eop zf|#rRI)#3VRAF0EcKI{*btQEQ^L<4wf9!0sa~#7!7FduN6rj`sVyojzTgh@2jTgAS z4)8d)*m7|Df(rZN)hpm*PgcJ!J84p+Q8R z-!Sm|+P73UsfU|3Qyf$<>+>{4uGdLzEa~_-<=61`-|)D|Zat4jHQ=R(bGsZ(e*5Nn zG{R_Huvd7ys%KvJg>_Q1$w1Otuc_jq2rdqUneuF=n8ebJELCmV`NNGSZ>bHU#6{<^ zCe&0rKNs;`1r@Q$%MGG1nKPYUi_iHQPn|yUyUt{r9`ZOL)n6GctD{`~=66}z>ef*g zg3dd@pQNc^9Z|}Sy7jr%;6Mz|Q!eWVl_%!h(hEGtkXNm8d#5Le&%Zh9>s8-LQsSf= zL(-N?4fCUYM!iR{CVQs6Q{hQ9g8ES_H$ydk9O8>gsL@`RPzq`sMBtIs&FnZWT!*_- z>IHDWFnPJm&NM@B9gNLq-+J=_%PBiWpy(qn(i;pS`BzaEl%HSGMwo8;9`?+(h@S7! zX;*t2-56b#qXasOcpB%E+@>jOOv;K$r*}{c8q3wAL<;+f3YTsD4nudEr6o3)*&mmy z`%J(4V({s-=T{hI19QTeoZB5?$`WP~7z~e16Stt(ss?Td3Ah7gXV|VV|Cj(zE8{5b8rc+Ge zUPhkk;cx5#x!v?v2^U+*f1sU*TW)_6h^7U_DU#KhQ}llJ)MzBptjr~~TQ$p2KYi<^ zaTRk8*EGMq$TlU&*UatH8RfNF{{CQS{PV{F3A#t~T0RY@I`SWmhGyNL`xR!bOp70} zPGm)EtS=A9bl2EU-z%4UG%&i!p;_x4MUel*N1zCMj`+)$a=p*`%$G=)9%A#%yt_D>voJ}>}C*0)!sA{y%4%-=CaR+~o~?7U73 zk@Ts*aXWrQ{x&&~qeW6q#ovie1@ZwK3ya^L{?tPrKO0HQbnh_J(KHp7#in23Q@(%ID^%Rz4D9ZG(|rD;lXYLZWD!fo;o9J) zdZEA1|95eMr!z;XzmHdAl7RXAC#M3SMnxCfzcZpKD1HGM~?OvIdz`AhQ-^{vV1V z>=s{K_FaK-fDXHu{DfD$2ZwNH_Qhi!#}V#wi%?-m&J}cQj)nLLh?`@`>)ZpO-US4B z5t(E6O@QL1nKYpItQJ$;`ucA%rmkXOjm6E=#SzI&6O~d@ zZO&y{T?<{K*gLjM6n!{^HcJ$f5v4Wfkb1)c`c!9frOCV2>uwMKJ9-F;5>-SApQYy3q&{=@sH;~Xq>k(5o-=$LZf!a zC>{En9?qhI{d(gA;{CMVhN)>g-=?O&+0v=`wBY!3C~WPU+2W!zE+K?P3drO1mPkg@ zScjZW>&edVDocvX5GjuY&OWYk3#2$t=x##1W_{6cDrv2>Z}XbGFSRf7yKPq3eCxLv z?%aG)AI;+?@`KC74R~Gif&$OQJ0OosQ6ea!;bQEiK$YHv;~pRqH-tMH9H_{DEU4r) zk@A1J*&(e33nU^#0F&qeKt3RgfBp~Fa{+rbwOXNO-iqElRoU8#@0%8M*y&z73xC!Dph{UHDNhT0)f_M)^ zEf9@Q*Hq?M>`&Jo&9V5LuDzIJi9TI(2kf7|3!O7yY6+c7+MI8P_jv4Ccv&}kRmq6W z$xO3lz(4KA>mbOzGz$HSn#9M{=xv|)tv98p(2&3U@_v8F@l9Ch)D{up_g_>%fz&J8 zT4`82rZ8jkM-taY6XF}IwP`dBM{@9J&eh@GHL|T(n3Mpv^V2Xqgw)_0^X6{*uQF2J zEp}SuW+`|*?O$lVK%TrQ^QGYC(5(@G*nM+==9L(pEyWma)9q3Y8hI#NmpBxovlQp= z@HCv{Q@!BfpX>KFOOEwdIDU}@t33?l%|avgnuruq z;DS`-o2}HjtwM=(t5}&nUgp&l`>&vVD;;o*g|} zaHXTlcVf#WR-!#_A#x-`G=RH>evc{yuG+-MFKRMm?x;NtJ#OG?33a1$Hx;*HS# zrKc)Jul_9Jow_Qms==rdj{;T@|DQu4=R2|+D=Nc-Ymb_``ZI@jcbcop!f%-GU7j|% ztSS$WthuL@W#xnU{C@iIr!~(n2nu3ofIslS-TmekJq(l1as6tA7r4N5&cAag6bhvC ztwn+GX95!Vk#*muYRauX`FF^SN|Xsc<-gUetE03eWJy9?ho+@$^reG#N&CbZa#J>l z2DLrE@3i#t88%+mvqO^n0OFoMk3xfTip%dSJ}{i%y?*11bCWMWF|@_BB_(VDcs-{D zb9Oe`<5{XpaPs1IvBbiz7rI_t?+nEV1$Z{0Rm{{hA4Dxgoaj*p`gMS+mY`}SsQMJ6 zD*4qbd4GoGw~W@=F4^`cp3Bq!A|Bw~gxiJtl!}sesf?&+)jcODXSH=~CL0nZHxUz* zLk<-JHPS!_{h$LI&_NaG0QlavR96Q&FaaI>U&Zs@m{VWfV}M*O_}K7Gg*a;8+jrUli9N#Tpci+aw`ZHsha2r0XoUD46= z{740Fd8(_Rg^0`G7%172VlRfeXjKc;2wni*NWh$v<_(tXI9ZDiW{6my7jcCb-G0(+ zRj8>!SQ&GNp&hI6J1+Z3mtvU^R}18PI3HxQDYpe? z{oWlORZjR3kF&$qMs6>mMa|`PPwE6RNXMte>u++_f1nB^=V&lF zr(q1X3nxt&sGRm}r)caRcCX&CN>~l}14J1yxf_h@86W96{z2|g`aG9P>P9RozD3lk zsiTnl5<4?~Un5lK9@U8>hqR%p+zfX`e%3BvY1q@x-O8+kiUPTn$s+KX8_3QMP~6!H(oqRI-QwvzEQFwngsu;^A(Cw|&}P*M zc5VNOwfo~;xvG1mr|eU#hJFc-@ue*qcQt+m64skD0WhTue1h``}HirabB|s(5jJXL-hr% z5D}IZ{wKw*0WW?G$3qC>#&fd*6e$9EgWUHbKz1P!7|idZbf-hXYyE^IpXurWqXyq1 zPHf_J^EoBB5kW{L9+E05LE(MMTLpQKaO+D~&r&ckUpq#6K1C)T3>RTn|NGqhvPdHUS z%rwnBx(M?O?uB^<=iD`NP$*@=i7mL)mdytir_^bzP?ah`YKL7s^nH@JE~$)AmBJha z!2CVFIa@9X^Pf;5a5ygLYxYdse3S)x^@M@lnWfyv1a7am66JQ1SOEpd*v>jTpAA7a(>eqNxY?12K6P>F&|QOX53RT&jp z;n&mYnv$#J3vO4D5(R2R@&&F!>Vbv>^!{wfqgbI64S{besOrwZd_u7dNP$pRI(%aN zCSo@JOj+z|cDSpKf(hcJ;m`R`%wqW{oQU2fQW}N;37b2*2U||a123m2Jbt;T=+01P z-Tv@uaMo|BTnLu}$#uTOJgluA@y`xyRoYY`T??lpVbKq+Ged6ClHDuOF%1)&yGl}t zwUAgX=TeY(ewW(i#nn4*=0j(m#fVE2I-P-pq#zbIH$w?FGo#UQ3ut3?e4{EGHd2kc zT-4BdiR8N~bNNWc9n;VnHCpNs5i!?rVWAjKVC1;K&d)s75VC0#3MG2i&JTR0#8F&d z_xI*gNe#SljiNr1<^%a!mx~`aaMe0zPn$He^i!1et+&;rf^ktdqVn=WH3PA*^as{V z=Hq3oyaN3<8XEi^CeFxplMmL57<&7P{Nq?ZSzjK+pB-|pBzR$NLr61stAEeg3LEAI zHeixS}wyYklXKTka9mRatPe5)`|We(h?|Dni`e9+Bb%K@Ow^0nTx72FvL z0NDKHS_pcUs;r>+~2!#g|DaPSn zSN|e@IdiZJg#NFR90|^UtMT7r_*cn)vH4#^M*IHzV9(Z9SpK8Z|M&3!tE>M-WWr47 z>O&qTh%nP$75-GJqjD{ecu%c0ZWXuj{3?goybW2EfN}UOm$o6(H7mAz(g;3GJn-UlJ5uRtLLauGfebI+6Gnho#bo_q zqwux;#*h#{;Kpns)%dEW=(6D3B%62J)}Q2&kb5GVlU0ZN_qpY1f3m z3}ui(3NmCs2E{0-p$al+L59g+jlT?akiiNv{QheE1T{241`o){{HyVop$#%_fsCfV z8e@P4zsw5IQ`mT`K--l>T;ImU(_@5~`Kvc3nRrlWbzLcyXlSwH<@#t|LcOK!4rOfVst84+WkEcC(-Pir`0hNz-(8r6cFF* zKDs?kBUS>XF);b|byaK=N@J69C1c=;A=3YqIPuEc$qmfgsk+iuHJug-`|{5xf5`lr zOw5*OXX1q*RUCW2r*O)ZpaJJ2<<^!~N&Xb+_s)u}7!~E+i zJXqXGBG`=4{=JvnNeUj_?t*%e&LzOJzs$J4$xameMvcu?Qtc#t|4ZR(Cu8z{4fISe zfUoe?lWC`NLY~@}etu|F(v@79djUj$n>7Pk^d^3M&;C>X#-@F2{_MMN5Nl-C?|Zoc z&z76p#mx+zUo_XBo%A`}+5u+v?^;-T=_ZcET(6F^fsN2xi*D3 z<9;?>uFmd+E9R5;rUyqebSLg}GtDo}A7xfcEV}sD==8|$e%-Q>C*01<2_oiZF`5+o z=^Ea`#bNX`_l_yI2y-t`z5IhPMM z!C~{x?F{Acv3B*N@g3|>*SJ4cn#jr^oqEET2=S`;?H086l=VkjHy=(a6Qw+(;C#zm zc0h=1qp4ZIbF*x_S((TG3i_pBzZ3VGPwOemFTsyE9$1&JM;|wvN(0(IMJoTp1ngd!j1UUCuiZ>oY&~8S~D}v2nYex%CB?J!uOnN%OC= zEahcnd1)N-%`yZaT+%HZ+veQ531-Xor-OjC`Ek4H%&N$VZ!IXYx+cQH76@ zpxRLMflHkLV{tuD^1!VQ_;lW2LPt(JS4Ki8u=6Awm)G+PESMR|xwP$p!;_u=#oBw; zNmoqX*{gTIjg9RtiOF*qb3;*$54d%OB!i9zRUxwHM;OXA(=e=Yj9B zxcoSC{i?Dt3apoO?Kt`iv&W%DsXisK-A9qZ(0*oe@Fgl`lc43mLee?vEb-Ro%XGfxYMtEpJ$jbiu(p-hZWiI7@Bu*QL z6GQv#j9gG?L8P04JVZjRT#h`B9X7{JfcQdV5cX6~MeN7c=uM(5M)s;X8`0@e?pq`$ zkq%x=uuIlnvA!lTN%9)@ER?W{A@XjENvMwQ-V;t5(#MSy!|*En42v9+-2-YcvKaevE^=#$oJqMI zhb3^U>Hml%?g(4bVdNXIKI{n7)d^G_JbSPu9IC66$#myM0&CodZyGV`gJ&aK6L?Xd zH@`_x-XD8mpQw58lo>b;+#reqV87MPJ+dw}Q>OXz?Aya8LCO3Jc;DcS)+RS`hrLK` zD3=}dIZ}@q_`DA6MzvvtxBD*LAV&Vy1)Y-Lr?`B|-M+qJm8L4OzLD~;Zw0Ca1@nml z&W=`A?P8uIwW<4SG{PrNG~>j+0F1t^zP=k(ja6a}Un8XeyO8I8<1!Sl1Jy>Z>Q9S3 zeOcpFmitnI9;x9)laPqI^uTnw}7v zQ?H`yETi0h*;uqC8bSIaNqtVzzbhpf>01}{Y>&}M_9hu+7bwLyUwHyTe+SL=Crxzg zC7-0$B-W(1T;L*zjBzS}2l_u~3lD>kQW(~TAtP2b=22glQjg0{*@aq>CMe}Xauf0p z#dkt6>)B7>wtCV)GixJ5RYTXW4P;UogS-DjKE`BdV+emA`xbwn@OFjj_-B-IoAy7y zxUbVSoiFw5eIztbi&9UpkxAD=zq=86Y#!~V2@o0^+29d*oE`lT?~Od)uc90`s=K+s zll{+e*?*gmIsQ#T&iqG0-b(XK1Def}VT*Y7_jAQAL6ff&ZG3_kbxyzW(>oNnMk<5at&e zXNup1kO>l9wNLN58*gM2Oy75~PJO+(F!s{q0#QA6^8mezLTh08POlRw>LXe2`=bvrbzopp}>_GQi%I&%<11}MLR&1La<$by)KHtvrF9>J5hM&uJYv&=pRvD4% z%u{~a*GhL+xX2iyZ((`KEp1>{UV1+I)Ax>>D@$T8LzxP_CbPA()Y@FJx|kE)wS^#o zr^QhYqE?2P2lt*bsNp*@GBv==l9B~?=lRMK=T4 znZAbV?a2Hxk(k;#IvsaDzAQ?H#A zHEZQHo8>)Mo*efjvixOdqA*F6Ri>3XaX=Rav>@&#nCE3>@vgi47VIV1dKcI)XA)Rk6UfQG zLs_#Z*-K|9fX#8@@f}U1=qq>2(2<0NLaf)k6I^aB%E7(`A&9zh=D9Him;X4SkqX)+ z>c*?(hUi$xz;4rYe_EE;N}IT!hHQ*}0|V0W(tF&h{q7%Vn)s=2dQvY#Z@E0~!O;M| ztlm1P6@W}e=tz-ze{snE(@U49N#v{k6A9uKFb58xg?H6oxhV*=d zg-l;q4w^>vd_2?+Pq)1uoLhPBYw``t~ZQhZJ zz{?Vg{dDDaOkReYw6@(IV_T8e$~EFxk?+l&=+E`LTom@?Dx_?%)r{zoljdz7`_Ylx zL|QB3+pI>0cG(bC8Oi20?($D~8~>;xQWd)W;GlJI>-Y6X-y02k!f*}ufiL5ZN_?!v z5By{cokMk`PJ?u$Jf{~qM@z8PLkR^E?$4?B0f)9a#WLibpTx|~FS zmDmX1Fb#(y0baLGd*>X7Kg=r($&+Fh0N^_i)6GQE16_sAZVwGIT+&Pd(`QjwWDr4G zI)PWO827z++rOH^u@G8!TP^^U22mbFWf0X{%+%+SIQts8960+f*wj9}^*uS?O-c1_ zNxd+QFelGt-0vK@GK-p$QZ|p8qH0wfh~LMz^1Oj0JM-LNbZx6k>Ln!Q$nbCLOX_7f zRpdFuhiI^8?|T&-L_fW~^jP!&AohVc1maH+e}gy;;yj4UApXH1@m9+PD}or_a>0loK5V(5MG&91 zTu>s2FIp~05yV$5c?PJpg;#e=`O%o`hlgz*5Q4@dXw$muDDE3xxuupN8;S~%hL?j zg7jSZ(9m(o%M2FlbVs}FZ%UpSFLN zr5ep|rtlNqHdSXs9}dja|)>byz==?l2i?mr(ou?NBg_o0!q%sjCXDU zCvCS>t58RuzEf%;*RK_E{*>jE8Z1B^Q8i%-a5p$fcK}FJXwa9r@^s(&~w{Q*Oz_QHFXKLMepYEy%lq8p>KqdZMNQboYy{?J?DhKWOk57?z+m6fDZU{SZNhXho+>qTK-EtkfX zpM4h=vM#$W8`c{q*Bc@LG+MV{P>IW&1yF%k(wqwe=RCV@o ze2SSpnOsiaE~v6}S52`a>jO1?%r#$m_(UH3#w8aT#~k>!qs*o*^kt*(ROziMIXb1S zRqW`??yi1P`$E=kTs@uW2b_i3jw-8+)>iUrwB?3JKI8bh6*u zCnmv>^v_`8c5%G2p*`vQq+APb!`BbXyjfIR!|fGPCSO(=qAu}p#p44kl;RU2?A z4dlz*t}U>)h%IfZ28I>U_&g^3)RQm0q00VCiT|*eTsleP%}Dem(F6XzVhU*k^?;G+ zLm~s*JQDWxmY!7z@cR+MKl~{z$USxyks8=9G`$A4%UXdDpVT!K_hyG(%hpSZ$Ksid9$zF!yR@OEd1rU|TL z{c9~=7H9`yO73Hf>}4NfhQ5;(W04&WWA(fY(IYxmRC4x|K=Q9@$g@~ z=&QA+1HN-Og|bg^6bX7gyF|go)9xTx^<=WW&e*Aj9q_GIB4L%+sl$kqC>d38M6V}b z5u?bXp)xF7_U4?8>sy~1HsYfoY3=k`DCx1WPm~ZFDfMzHy~(u}btyvSzj7TR$XMIll19$$B6=j1HR0OcRCU?;u#zuvH z&Oo(9akb*!=A!XKVVjcA^oGkXVcL2J3TH(gTP&sQ5d5pP+zZ~YUEiGdEM>dE#jOq!im(Aly7cmK8;vPhq~Z= zdF3XWYE~}c5lEDNpV$4JR@a*`8`7-EwFa?8zn&aH?*2DC+=GTZxP7)yX5V42J0)Xp ziVMQ~g5F#s#C5zzxX}|i15K5(*qM2gI1t!0a7Bmxql5L5oa4oX+^~XwjE@~k5GN#3 z_kvBnL$=_GP6@pdo#fu zT^8R>necL%`kv*|P_J9%_oTX(KM*#;E9UtV(6hPxFUb|^Vv9U*6Bb&AblIUY!+7ja zq@Q>1ikHGHP6E21C0fh)w4f{cp7F3ufv~2{_OCSAtD1rThqbqki|YISh3W3@E~P;M zr5mIaR8m?(T9E;Pp``?*OG-fyK{}KeIwb_8nV~~s=o$v@nep@eeZRl^y7zhR^Lp+d zd(C^rUT3d;V(mF+pM9==mX7t-Dt;>60b2)w`JT)mDQ>Pv*s2lj*B6UTJWdQquU$0T!PLB3|o zU9=>vJ(F90sjKa0 zN7U{W0gv@j;EpP=GVXI=cHI#U*L+{iykGRM12x=w3L zKW@NjRk^`wwGY%;Y}!=#U_6hSPX|n#ub-xrpDs3EXaCM#-!0Ksc%!8?vV9Tedd)h! z@pa7J{4!yFxEOF2RSpx}L-^GU!aq*5nC(-SoCDV$k_cq#OuwkvP_#_!gXq9gb_ zJwnnB0>1f*T>qA*@fH{MxWei`Zea?Le+e+G`WlY&)KV!<&`K?Jj4@q>PH=!YE~_W$7j}npwhPL&PZ!IH0^EBP zi{uq>LFe~u3byknN@{|r@|x4^ju!n#^{`{D+r(ApcQ#2S5J(BcwTqd1pL%Q>GghtB zcTRd?Gk1c~kBJ&M3mxk$m{GvnZ{EcIE`WgsQ$;MrAzhTyJ?f9zgP9b1X8L#W`jFuM zz-I)qJ*ywJ1yQp8{{ppfe54Y5nS9-(-73- zlrVE9O8muP6!i|zG%=pf=VvLAfr1dh`(H10L?q1IaXHM~`_(lD%Q4irg)y0Gd#Uo3 zH+6#X3Ov3$QCvP9B~^i`+=+4`{>AaJyjRsdOjs#QpaFyQ<2+`RK%Ql*@>_`2+Z&Oc zzxkVn1jygkK>o&6D|H|Lb!0(sf=}Tu3*~GXd!bG?wdPJSd zzGm-U7BJEi88Fij8EgZ^g$9p}!{d=~t%^;GH!vnp;T>S&WqqVk_b|Fz15-`yk?>=# z(nk}Nj~)}JMtwB1UYnUUpLoRZ8|!(Z*{xVLwHek6{TPTUf{eDdw_Fa>^9Ej2yys9V4ssE=R3GjPv>z{N&@4M3m_Wy%>Zj}9RRs|uAtPh zqfTL&L^tS+@;DWsjA+V5>OPec3DJf_q^4Kf$`{s)XuKeck_s`HDtlz9PfwdLJ2>Y;sfk3;WRQ6 z(t4BGyKkc`McI00sn`@k>Ud=Wuv~PU&T)J+$H-qIkuQ;ZEEWO1dKlY2!OHu)7-1N* zn0N(LcSG8vWb?&_eUxmpc7s($_JlcEo7Nb@?BZGMJbzNAVfKC?s7+OV%{9truPPCy z+bbhF2Mgp07oEIUPuXrbL1KFjyc_Ag=jzAORYqsVEF?6Pg2c!FgOHhE@8|*P_qy zV$W)OtFiO-jfp`o={IT2cFOvo(qcPf`GA|Ffa4_@wpJ?@4!>l1{Uw;ih@J1!qIPGF zDy;qdZ15a$f1YEH<&vxif?z;X8Z@OqQxX)l>VbuXeDPxlBD85?6X2_B68JM^!tJ@3 z_6unzf8x^qYguK#f0HxZSi={WWVG{KhhY1h-v1AMVo-H4m@g3!d&1YqBQ~Wowwr4|%6$K1pc>(5%OFqr2r#} zn}Rx^P>ew>RB2LT_6lZ_md09S|pYNN54gEexGn`gIgT_)sZuX z{`DV3Q?BUC?vDlP7bC(}J2C1;@Ust~UjymYw!emrt5v)YBg%|NlHhhN)mfqjE!Amo z{g&$73V9@>Ckq0RYJP%Ty{h3m`_%NQ8ciaq&NR1F8yDl#j3*|q`I>5&CxF-zM#IMqFna32B z$-d+P@4^{GsR9%0ITxrG-~WjoDfH{85%YhbvYT>_5Xswh9b@u8dm-QY)uFG_UHh#t z@)+9(oONEkcY;Wb(;1#RALt00O-UREq*osw1^{OHAiB?IsCx#t^& zn*^p%uC#|Akl)O(yr`zA-X>S3aePp#dwU%Sb(?JRJJPSjS>!q8MH;AB6@a;{4m%#G zHEqU!0M8f(@qQFOG3J`R9(V$F*?al({2SJA=VtCkm!0qfN zV5B2#Y>IJ`u#LrpzG7gVb-DgBs5M|I`!iS}a4CDRLfkX%>=edH!a}Q<#_W)_Cv_2| zkh~-ve|aI$vrl(3Vl4hPp%AYB1Ts~QWlO!ymBKW6D~$v%;H4KR>;4pBWP9)v8IqnC zA=s!Q<)k;IWI9S?h}U#yiJ?*_Sru<*EZi>tu@lkPkYMKyao}G-NZrGD?xHnAxHdiRq$JbB5=gu2@1%)#ePU?vB^o zcG5fLebb}}0STYZT=6BRY4*fw=2OkWowrDF?r#+M0JlFJC73pLs2N83`AVEp)MMc7 zGiVBFliI+y%Jz3-*it3~%+y{*#>gWZU*DD1i^$-khDUGOo(eu7pMIgfg=t>i5E{B8 zEYA@;Pnu|rv7081A@x$aQezJ^0R33`)fQ~g z_qZG;EA<t`|9EOK=?}L#sNV6);3cKdsP)$M}Br3 zyichBZtKf%6)=0=L4EKmJRU!oj*#_^84^_f5G zlX^TtoRWHV|50nQ$;Y#V1E~6V+6fpEi4m?YrFr=d> ziQKCpC7a)iz!haV>jwZ#b|Sq%Gr_uIl{Wrzadw>wg-wIE z?J>Fa_DA=O-{N;ffi-_C4LsvTgPJRysZy@#?qMd>s8lrMuS+1Og0q zs6b%_SpgwN>z|`SXRDfZ!5jJN z6EzEs>fETrzTed1wjE+NHpC>AmHpJzQsREL9ekhlKiinbg+(n6#V@Zdsa}B9QEv+Z1?p8XhDmFcjW27DC?}CD#)pVWTD^a`zh(dHdZ=q!MJD?I*xIhoVF|Y&NHy zqwtog9o2l8GmQf~7E-^w5gQ+x59t)PxMOsOr<$hQ$wFZ2b6T7QU9wjJ{HUr$0}DxZ z==o^SQ-F$7rBscP?AhhiabWs2e7%v~Gp35DqVJzfJ(I2$U83V39*}-|w~l>`?SNI% zYwI)RAO4RFF*+lpTX`Ij69(^8XZgE0*Ql4??-6=xopd>l$t{^?$nzHXJlGq2e^gVT zXJ&T<&5MVZGD?)0C)wyIvX2PzjKZC6A;8e(_?l`|0IZ#}KxCvxlR!+Y%nrLiGzX4o zCK=6my+AWdXy%c}q*gvG+Vd$u+r3aYJ*hlV39(d(nW+$9Z7hot*lOqK6s(gux$cDhrjo(47nl|Zb4JuR%0T##&ZdxC0 zZ$X}4L&bo?;$I3gE4wkE1c=b69&p9y6iJim7T`X4ES zv(qgEI0bUYx+~PRCaO!bo5T7(W{;G6*#8>BpOUWL^fC1o1n|b>zj5z>;9?YBSKVed z^+q@klbU!VwzBV8|Jp4!-fa6gSD`WMK5da$&n#tFxcgSmuH#pwGM9(6>-)YrQf7M% zYfcJ)Tg;&}DJxz}z+=|Eu;T*O;392m_G9*mZhmGH#(0A7TA6a6Z~3-mmch3PRK#)a z3gxYd8q#@BVOpPn9`Yze^{MpOCaQy+Q5{5j=f_3mB_7j4z|%l%z`V3I1TcRLQ~H!m zUh0t#1T%3)p5U%f(i);Eoo57V`;?vV#bXh01IQEI6+X9yXi4W8T3tUb1nCA|P;9Ng z`ZE}*CC&cWNmt+a}O zT_jqFHaA3>6aQZ@zkY_$xV>=IbQ%Y26|~C?xP;G21MXpU9>As`E-+xTK~t@X52SCt z1#uuL*%&Z~X_ukQc_vZjRNH_#aWu+2q6=;Auy93u8u#yq2_gg$_IEKU<(t{w`QBe_uKt;seh^S(-E zvspim%hTE;ty%&?_jS+nq!`_drJnClMc- zF0L;1#})#>NUkk+1qe9NTRP7QqV*$tq{514VQ6CtRK2%;v@PolI=VQ?X>NLM)Rg#Y zl&rneCZSA$@=M|bKNsK2OSP^HPu=Mm;QfEs!`|>`y4S#T0_S3b>F(NbQlID#?roI! z7J|9W=Hhr_mj@_}f6cl_ecg1E?s{^kf!UV(#~i8Getkoyhewd?72UnSHjl({d=$XY zTs>B<*OI{lUh-pTs|vTn=%tFsWC65*V6%;KW0zHis~EHx^#K~f{qhZdeBV}1ZMvuT z;&jKa5N>_o1A1MO{wOIaU?vTik-a?}u7Izuq2i)CLdBKohl*>W8PyH$(174T{(Bw@ z?XAf<((E=c?UC$}O8Dx=P~iF&HX?nhNZ3AljN7T-vRO z12XVc@w9kP|E(J`J6_?xND>k;-v1!i+PMQ z^=yEGJd9WHDtRftHJ-pVuMsO>EBSMmUK^)K1u6LWt2-~<+O6VuNEaZzUnGCpm2x^w zZ8U3VpzEAKx)0&WOdx2m;D7q7wFbTlYrg|_traviw;PD z_xG!zgXs2)RbQ*Ojj>}QnlZ(u@nyMB?@>zJdep@MQ8Vm-r1g*UY`hqfezMp8-Q~NL zaGsHLxm|0iSz~3TvyC#=!Awn0ux}%#u$tK|x(?i>iRXMG)Y5MXo2g8QsGRO`su7ik zd{!zjQ;oVYwUW^)eBxDmNcMP}7=NqocG_fH2P3hK_Q(%wxs9TEcn7xX(}H`IrqmhO z$#-q;RjQ3kvl+WjM7}(GT_zg7+9st3z9*(f{T_R;mY4C}C>H*HJwercH2E4-QB~mc zSvk2x?vddhQZmB!4eXL*<(?>@80T3pnnyV5cQ&W^-;mg6q`!pc^%IUGCh-|Zwq9*| zSl1j9v842~GuJZ#w08A2OaIFmQ3pe-VkNT@mqw4?;m?204%n%eu%@D+ZQp@BYB`V^5 z^AG=o4X2DB?iB|vFLYmW5|TA#_T~I~2NZp)64>e&rk2EoC1hiEB3(d?Y!fk8A@b8) z6`zj5jXvp1?PUa-pF}!-o!^9qjpQXxD3a%QwDXT@Z3W-}%iTGS_H70b06=qCYcrs& ztRn=gNnJrRVu35~Q!O!H;X9RA*+Yb}bDV7%;Y(;cGDQ>ZzfMQcD z{ni>@gzpH~?%T5$5vnB;a#F>2J}+hP8gErytsr^p$5saSxVU+IzKj=WJ_Wyjt>|{# zUlaA|bz{$wZ{YLuAXPHuL~sA8ig);oFY#jv=bFIJE1?7|mCy_kRb`Zd#8-21@%57o z-Q0Yd-#=5jl`*~jW|zK^{Kyz4@=dPX#|PGk5crW5p?H1+Tck32Qu}dN@ClO8M02$4wJ3f&UeLoA~^=YNm zu5Sswfb|zvff8uiyUTuN0kXZ6bHUEL@t*lIjcz;Aq5C)bYP3SH-`ZEU|EeN58_Y~P z@HQN&f0thzha4z5N+iKgN&NY!WM1L4iL5xyLn2b(C5M`d&6S5r$aK@Q9pj!LdI2Cr zTrwG*{5C?z-)x#R^CG8$D}?1AiFl{o?0~foQkfp%BCnkKOwvx69(BK_d}2ZW2$$ta zCN^kDR`A*qd)rKnc8U;xpcxf-a6>HN{;OUzb@GQY+}wvUNIJg{3Ndo}?3tdU zn!r*Hj>(Ff+{ubgj^iT5dU{PCq@r~7nbr7;Nk1qQ zqLmy~EopjpGxTV&YNKGB-by_;UC%0D+t*Se@BkOOhO3>nY+%-m<&O)hr7Im;8-HId zV*xFQSbpVK^dTbZGu=nJXV+AQbbKQ$QGz8Ei;Wzj79NQqoe8p_j@#dlWurRPzgX{5 z6{&zlB2?oMw?ktMBkuEtQVpsL|5AXjKY6)z7C}T`ey0$XkCRVH*V9gg>paFIrR%vVoQa}9 z^?(P6$6&3C38Y^II9Ue*mt0VfcJLN{@H_Hx??~ajNi8o|imjYQ4F-8$o1=NPvHOXp zzm2yk6GjlDYn`8AQ^UEfKkdiibIxXI4}8BWUK}Ipv+W<+N06j1{OIb_VG-_}%;2?m zMid(t1!%oykGE7Py9~T#R9(AE!Z6J)X>A?$GdP4*0vqqN^QijSh3EF!iE-qlm6M>g zwPsmxh;S7a-f0&R!!(V{CY7)#B|uq?7YPnh9HzlB^V@S_5P**6e@=r=S^=zf78yqFy|vFa&&AN$z)X zGDuHKFJ!-zgG+3>m|6M0doQ!HheV0GulS>zEik!HG6XftPjhI0IQ*`IFMfyu_HcNF zLtAF$Xuwh%(@_Mri_r6&=)mgI4k|@UQ6>eUa1hB;bIe}rI@&#P6E|G8u!yIN;wE;u zY}kjiz9fC1#@_s^cwb2lSV&*66aL3`{Cr=W)e7uUi~(fpG*OBy25J8BR^@4QJF73= z`@A;E;47S5%vJt<5)MUCwoPz{Dz>pAW(oEMp;8Wc5CGQ9dG`-aaJb~!pq3Zvhv17Y zpg-X02Jb}KFVPGzW#DW;^zdwuALyJANPum?h1fZoi9j=+f0<}BQ~8&PLo@q-nZ&#no22L&ZOz z#r*ESwB;0$d_Zs@swqQocUpB{r*9?Ill(ghEDF(Y zS&oOE#U&4lg@(oQNdf>7^$Us<#q&>=pU`{(xwSgu6eI>j2W+0!}=)f?7hfuS7j6U_9694O1Re zH-mHA($P0-yC>OQH;1Q}ddoq6{zyKwc{18u>)+<|5;ucQz+Io4wIN{r@tec-OT9lq zey@Nxt02wafdx&ipcW8qq^QR?SmAZL^puC;&0zMnG}=7&Kg_w%=82b9>6gZBo=ePT z78h^n@+bO)8ndBz2=&V#zc3^h64KlbPQ12)T0^vML_I2jMbFcvr#;4Q2AOw=FK*V5 zClR6;WeBX`p2EY9S)LNjJZX$tidk>YEx9&wo>9Ir`O;r(TWsB%Zk1M$5yB(4N>~7{ zHQ;$&5M#R)iv#z|YmN{`sC|Nkm-)^V{FOtX`Hr*|mI>4razWL0NQW3o$4G0K_Grba zZ0-gl74V@Ae}CkwHVGg+>|O*$y*i9P1}p~C==v; zpN*X2kAIe+r281J6C&A4d!2*%Z6E&5Ga|?_O7Ke7&SDA1xSF-xE-*!tV346B$FKn~ zO2+3tqZuDD>CR@^-)jYTo@@uJVUl!w4Qq>u#-KUGPC9>oEx*)YK-YFWaCxeYondJP zQ}DwWciEofr?h_K6$pG!OSj^iN8aP$t+kWgWMZ+F*4Drz%+K`G4F*ze$3%!zZTt*N zTbRNHP-$n5pVRtHVxXNy+c6iSCnea=5DSW{+;IFEN2UkDFC`Gg^MiTvI|o!R%WO0p*kkDVYfAZ z$ZagywTh&m;`1lV9=hhuN`Z5i6;s4HHiC=`8!H~gHz(lHK$GgSq#$0MOTz|I2{;lS+&VUsU=2(6`&dOPH^YrZ`>i)G z)9n~%jWU8L=r~F>LiNpCFm~=QSgC)t*XI4<*&9*0sZXXQivoeC@7BJPCrAlZgZr z9t5vaFh#nVN}O3$Nnk`MW5(>VaOh#*p_xJE#knQlTQV}4jS9JfRTpbKN}(SShBL2M zykX#IcxONo9?#vGH#bjp>w11Ot?%H*^>tGKPHQ!9(v>0t)^~X08q7U(Q-i&iPJXja zMllJIVW*#HALDl$es1_;3kInY*h8};*S9eYTqR3HaNqC*qY2D zuRdWbk_j~Q9FN?|<;7E{3Q6Dnn-_+aEh0v8bOt2LRRXcT*3!>D`&!E)drnxfVZ4Zr zw?Bjq+Tt%s|H$I8>F`SrG>76h3Lj*!NPE~-_*E4_@LOGAla`=)uzU8`u7TYbsU|I? z(Nr~a%6wHmg7(zg4JuMqUI55Of!8iisOK7k7Ty-8G2I;@uZ36&T294?J+L>hHn{+R?u|)zv3I&b; zP>%wLNhZrOg@#G7s+ZeD)L$FeM8%sKMU0qj9mxh=74W`R6ae| zEC9jA=W>2RG)M%ov@ukZD=J?v=ydEYYgceu0eq{cVz;`|HeE<-oTkL z>Pa1nOWMG}FzSgNiX@qm)3t6~7N6@piSK8u4pe)=mPf$hF7kMD_>#0rw#REo zeCI2SqRDPiI#NvRgAs$wFfWPF1|44RHYMKYuLRgrylnex9v>FO_f3YwEN$LWcCZ&!N&^O#qnG@z?&w=IcSJYK*UQoUaK_T_f_4-x7`^k za$NOnI)2CEo}Qc7xjVK}c8E7Y9-cqDGPaV-&7NxYD;K=<=tBD;2?f}{3uCFFmvQmW zO5A7Br$0Ot?@MM}OQljCTWp3$E$TtP=_+hy9iAd-<_Ay1ALETTKser7U!L~LGw3Q_ zn&(+xUjNP9Rz@%gRR=(e*TI3ITaE~Rl4f&j?dGTs{jBE%4-C~=lv<*&qv*V*wF_c8 z^zojM_)wK_RT^F2z5vBo@m}}TcDqbWJ>M|`K^Syl7b#aKTnHMdDBk$lt!68d&u}AO zl)QK!ES}M7u!OV~3(V_4bX#94M4ZL89|sb_>BF`Vj-24?JI+CT+{wpc-pR+3MIK4u z&&PnX)>0=bKpb?5*M6L=vGOU&KKWcyTMEeS_QVH&OY%9lwokNTl70Fi{$ze3kk7wr z_h@ncC}i)i(z#3w2Y_~o&YNrDyMqkcC6UL3aqkuGkpbCx<^3_M6-B1LLA>hN*{Tdr zpn(bicJMP5w%WQ*p|syppKr34bu3V z9g@01i5{srGW%9* z;@q}KfZUneBpl!-qP^avj3kOYCPCuKeNuc73G8G1RiIDj*xv))?-8Vg>UbpP1<>XH zD8BxY76sQUa-jB$r4g_gPVGPHn9CvJoL%xhVCOabRbK~R0XqzVeF*HT-QU1VT5A7$ zxBt1lmU!@y?F*nDF;MTxaW+VK4whg=@Y$oH0M@KLa~*J{0=V5iK&caYMR9AiEg`oqrE8BFqfY_@q8n*v z6F)sr&1Hco0KP23>D78K_6K{`nOoi`hM0(|c|ChL(P>AhM+Gbt)&{KF}Rv5J1rbf;?bA;N}7h2o@rN0Rba0AlQBg3<${XR(Sy+8wFl}RR#tG zOy2(*5Ttsd1_ZPpfdRpx&OZZ!i*#T>aHZo49e@A>0sz1UAhGJa7N`Nil};J-Hl%Ck zDV%rG{lwB12>>Y+I08UD3Lu`sp8*4cH==4}f(52>B`* z>ow7Q2ssIr3*C}sd#@=L*o!zI_zd?|U<0lyp za~&1$tUKlktV6%%bMn=PL`Mr-?>=38=Bxps^^J}*4@sYH20-^a>$tcKN};MRaF31D zw5$92r5<7n;$;gN&nlJAi}Dmvg{U{3~ug!1q$>5oLcwnCT`239j68uA>8D< zem#QYQcpkiJtdMQ8nG157Ce2IF;v9ZKC?~wnVrP3NIGMW!Gor=`Y>13ppQGFb%oFm zXB;HQnP7bx&%a8k3p)r$MVgC_l=={elv)>*>9_WU)=;|VcZQ6Gj>0-e{m>g_AbeI) zvYADc*0CMB_K8nLVN8GX89Z@(Ju3d}aGM(Eqi+ zqe&nFaS&^BvfI6z<8{Ic@8$m1x`OoWLYp_D&5dD}^H4?;G&Mz2Gc+}a9f0L*w`HLT zny#p0f)Nk|1oTXTn%VNIPFNFq9RcwiTI`J$v!KM}XmJx->NA6k zK!0BUo30r^ab}Po=r8Plqc#iFI5Q{-^uG&eW&u}c29<&S%7A7L*xs2zW1#;dKm#y! zX9jJ7{x*PSz9GFH^me{ssvguc-$360!dqxC20Cs5-JxjQvw)UEQ8pS-v^})J7_f&n z(AR_TU=34sAPpGc6!aF>U|a|4fi=+Af$$a^rfNYNi>OH7qG`{fG&Bw(ejW!};cvGN ztz4kirD*W)!b#^VE@|N=Q%tcuRybnnksqGp?8uGHk==q<`YP?3A$*$$FV2EaWrc!X zJ26~uGfopLV|?3NY<@!;oN^qL|NXB5Fdd%lA;F$@=9jWryO$>)NYWUI>+| zPtvV+2mVYH_@eBji{tLv<*lFCt1VUsd@7jb4{4L@fd^VpdT?V(Wo$xz&cOgVSe_Dnf5 zue#d6-(#UYx-W+AxUN-NizmAg(@DA}eUm2!t=zuH ztFob*2JR>zg$C=N_#1pvuRr^|dxc%*)$eA>*6)Uw@Rt1fzEi(&?&ly#)tPi{4|kg4 za74qkOQ|(pT-xmnXB|_(Kmpb_)S(*Ju%n{ zrU(*U?=&<<9BQ@fxIEn*xcYIMG<+ncciT!agFEa&1iydswFTQHu;R!PEZ5p-X>s}D z@+@J4yg#xQQ|SD0V+TLq=jGlC#|rNq@w>F~$Tz1%y_Vk+*BZWBj94!14&JT7=k6T7 zJ;5kC4UY=}6=S(sZdm3wZZ8nifEN5i6qacbIXXWqZY=XZZ7&jgKZe)GX6G#$<$rnu zvV5pHR8FsyIX_Hm{w)vxz;_UAH!wb8_rbvt^sb4GYUP_FrVpgAZLgRlLvFC=b``5b ze8|)6I4n>R~2<-`O`VZ=u!nC$i>a@ED<%j`aQ zm>j`-$wzhG))At-$tj@XLQPXpM-VfLbt0YJ)~@_8obC%frJ22{np5KQUo67aLbkPi zB~ib)K5=Ozzl&kelelerr@tiT7tg2LfS?o*l%fQ=P-Gr_INM^;1YauruC-AHrg_Kh zN@0=)l2d}t)Q%>r4Bw7F*6ra;(z^x+>WX(S@w40RNG40#&AP6vAlGTnm4?%{vfE@C z$D2upt^ZA^v)dV6v(f=lT?>$9NtrOcG^vsTK9#Va<`f+fhU08e^be4~p0XanR=!~$ z!M=+93`!Uz1IU+l+$ZF>Cwu`={)9eRKMrI%V{uMvI`g4%kch7tM#NXy%*ls0$ZTtS z9#>$x^DqC!ly(5?>D-)RSw?rq4)3|9=9V9k=HW3;U2CgBo zU@)5|5vi?Yv~aSKY#ils5h&W~GCc-fH`aMsQ zuO8$!CV}RWuAP78bQmUsrDp~$!d^XMmh*gsa4MgO^Lp}XDmYUNn~&`^CUwI7kZ4WT zwysY;*2|ABnwB3OG^x9^KDBQDgpusF^m)?T&C`gKjBl>vN%=)sYTj2f;sjXbvalR@ z8>h3DN!c&$Z7S%+*$8~Gy6LUkQgss^y@ii)Ikm-2?jbV9J1opupJ@G7Gcug4bIxG1 z5-<5dL7kRo@6|ftbyEyN|pk$A(xU+08PqBGl za~Z$?AnPc$6(ATwvPPa-Hq7$neQPoH(Q0^G{=E!@tM}6he{Ou3K!4AA+dK zS+ElT6csd11|ZMPxJP#m#58_&VW)4=k+ITm{7=NAHNVV&cd&zDO!E3f7-TKdW zKpEYY{wJn#lqU#91Z%yB)E$zWS5TWH+ilwwTZFAVZmZBXq*;U<~ljfE4u?+dc6

    ErfyQG=nN^w97N! zmb1_aIaIr~+w#q!LArXi8>+P1^31UbX;kluGXv>6A4uO*It@TO!1BKD3g^OlwcG)) zI*9^--5!NSCxhG<@u;%+D;Z9}#tQpTS(^K=1fDyu0c3JFoCE;;1QNJv!Y#*o<%=P} zcCJ}2X^w=Alzm|FSJIs80kgAbISO={D5lG0cX~S3Nv_X$7BL|u3;~;@KX#> z;bZTdA!{r0fkeGMrd3xa_LYClT$~li<8R(E-`hLXdeWj!bcz@W!Xei=DPOd?bp&3P zzC^~c0{8HsWNdgrG~+g3z5?9qy3R78lj;igE?DdZki=W%3`G%HPnsn1fUk7`d%C$u z>B63w27U|Gi0*8nX?PHf$^Q1$9JT9hmU+qL$lG8og+fy6_Tmm&1#xj&MX)*VqaoyUiy#XA<-B^rXf` zMEEDkKe@fAySA-oZGU@X++y``dxP6_^>}+j^6~s`P&H``h+W{PlmIj^KcI#*rh#1m z<{Gw)#0L)g{Hx>h5!8V?(Y=W}ZxZ=UA?BW@^Bq|%%CU$;&SZ0w$J`Dv*(U|jX8+4f zKbW#@Y9d$@{(qe4YkAPeNj2&0HE;|iyKx+IzEF{z%lCD}LLfoz=JIbv$XG-4KT3`& zdw1tWU`@pru&SO>J8?7pl$gu^;EG+4y7^o~c!y4)u2S92h|v6})RsHtoPATeQqsb5 zo$_|AP$ldv1L44Y-uK_rJs|mCr2D!5Kj~g#c?7gkE8&Fd-2QxVAPVlV9-wanNtjR_ zEsj=nqZQOB#mj0^3#S+JwTj*J$UEYdu#L}aLsI)UKQqPM>JJXUHKYL?j)TW~i#hL{ zE%6*H|4pKY7D=Rr1_5F^3y=fG5AA$9%o7i(3zXM|36@m8IFok~7hOAjjlY07u42ku_2-}CQbRp(sZF31)M0C+;^J35 zqh;R1#}ui0-4BszLyY($_4LjS-0y!d|^4b+4n6@Wp(zkb?*%j&@} zUN&$B$uhg5PA%6;;Bwbo^S@P~>VG)>|2{bI&j7Z;%sdT$^~9eE{o}H9!2Gm1qSqtG zI^!v~z{ptTq5dl%q;EkmSL|NTnP*|dB28Z>3BLsyyb2ov4uBz2Dc}H*mPU8MJgN(T zBbWY%p_4Gxyf|bAPl3WJR(h@tpUcA9HZ<0e7?hynKnzl35E(67OuDF*o<Ob2fwHO0g6KV==pn^H(m>y~09D-_x}4gKXj9ccwN( zr1$=tylw^9lctFD$o}x;$Zqed;H)MsrNL)4n5oB&^f)wDLP}Mm)I>0{gU&kDOHTie z?(1y#MFt1YzFg0$o6pQLc>YXTxE4Er?|AVmnwsDlqKbH(0OEhhoF9NtL|^B_a>(3; z^a7C9GnPZL&(Vk=0m`63O>W1aC+C^%zVyrM)&E4UQCncsk@M7Xr^IR#{@#trPQOeC zWif`)L7OF51lSr^z~iLAm_wMYvGKo9eLVr@;^d{Cv?qyNz3(C)fc8JhF2m1cAi>>% zRGnGH4Q4C5FOSH=FO067Q}V>n)~Rm2-%h8Ikf{JO#IpN1vE`s zdw3;;rG(mtX-vNCY-Ubh?(2Wt2obuVCG^lP)_S9(@MO%Ksx%3j^f2`}Exfd_A*J=f z8=WoK2X#BXc4zwCPhv$zpK@7f$M}11Z@Ij@qivP^N&7O3MQ?0s)hVf!Pc!-W?!7E; zD;pOyv*$u3p>1XKCi$2bcwW$2cwFAd=f2mrRl4^n>7iuY1B820D^D-qmd;Dpzo05N zt5CGRD&n}mDiSCU?-#7d zN|!gNpvy<8oip*aR1sP`#+DJI2)!DQy(M{5{@{B?^$hG!YV56*^CAD1461n8)pYEw zhLfRBEz>@R^4fZ9o2|DR#a&Bd*7Sb2n2h=cM{D5L&0O&_fmOEam$n6{Xo;d`Ly2&8 z6H6YpJs$Rs!1`E=p-A~8lJy`!Rdx^~eS24=`n za#FIyAtN~pN|YcHWF+T|WSAjJMo}b)3^_;^0f{q`L_wl}z=jlAN8<%@2XwZP0u{tQ@eJ}+%-xdB;>q%`_V~vj&5DYUAa5Fgv5tY2TNgXKXcj( zqxkNsSuAMr#1Yx`UG*M`;vU+D0jU1=NwuDa(1_xL+WR zWUkgQF}&DCY#d4sDoC2}$%y!ku!k4gL6*+np|MP8B`Tsa9XB3h4=LZ4Ihv%dV)7C8 zb|4}*EtgYVsYwFm_DVw{1zX=@raG5f#+a2CoQ?Q3PT zlACplm#T>#5TXIWDLpwflFzmbdZ=z#*1#lnNq>@=`BF1AQz@!jRGcr>PNd6rkge!5 zv1#XxEbK2aHG7Ze{M!BVY>#Sdv1+xd4#1%>gH4^!Pv?L^y#|!Ge<$XqYTErs=|_U! zE9+rl4}zsL+_zV4+PaE6vRsE&nbRkHj)p2$SC6J$p0B2F3J6MBlr}3aJ-XMA$Dm97 zM_|xDTB-uCXfue4ip*tX)C4_b@UBX6Y2#-db$XkHZVATr3huNBMFH6`3=pvx7L@-vp0~#TXeIgSzViSFeyi=lfOJUX`=J!~xjG~h4^1m{V<&y z;^y+-$i!vkb%?~70R*2Z(J9zmQ7D+ObR~8j-JxWJ?52OpDX!pDcN%xEG6}J(h-BCtzj`SAB z`)x;oo6o~xn`z-Nw-?d=Tkj+~BP@$@t+z@uTM+P4+!%~9yipccoW1cLVe|NxODWr8A^AJ z>EHASoIZ|{Xc@fUSqhtkrn^s2Q9WToSLUc+jT zEc$|r4U$Q!n>SSLF}ny+HGIa9kA)+GLF&DkkP= zVgA;6iX6$rNQ#{Jh4>GHh^H~@1jR8xhi(5t7-J^h(xwxQM__d+b<#+L_9H4CGKnro zF)V8lHPYe8jF|f$Fe1vYXBGSD*X-!&dbNPL%+nE?x6I9}SAF~s z=-8~oEL*7yOI{nsTE{@Z$;@Uqwk8%7FxHlbV16AV z+{XRmsGES5N&*?Bw$R?K3W^H=aU4e!9;?JZn{SWObLVnV-|Dv{yNhe7X%6J*651J9 zI^8w)$`+OkcW?hJm*dwrn(o`fe`}Y`44)$ycR!M2KXE>2ut+rAz05-$cP{JIQ}r!f zmPnOS6cFOK!1hDn|B>gvU%z8fRKcx!HPC@4uec{M9dHnlPV}pbSK$9Xt_<)%a5&VW|I{;w<%Y zbpofzTY(qpLGv6AdZ+#kOSL+Y~)bsrc6RMBG!l9KOP1Zugn8a!ot zfy(+J6O=D{nk3ze1$*xndgVz~VWjF^Rx}^YrI!9-_nr=l2GZ1H56d*DDZEN*cQ>X>@K!;F&BYXJm_Vz&oT^)YRkvn9@ai5+ z7fPQv4kZfJA-$0ZgOHJ^UzzZ%3TT&v!`->VtLCudmHy%^>_<=8j&O3jCLxh5Yxv}u z<)Vr!!`^!e6u~kS!30rNMm0D0F&uOFZQT+{6~bwDj((X5)<)> z-r_zyGyJ7nI=%APZYp;EG_1$3Qmp^`2CkZuWO!zoHlBq38f@oXW}*hix) zOQhfOR9XEzXsAybBi{22_AtLu3z6TL=l`;MRWSFL!)#aInOjupF(5@C@B@s~G&YZ-Tiz<=m} z=l#}W-T4QlYwNElf_IhAU;s*=?Z?h%jV~x9{0o7*u9?5ZjF6>KlVK5CHAzkunh~9Z zrN>HEby(&A=g53mVe~adU1Q`mMqFd~HKN+(fsP2TJ9;=@rHeb) zf)f_Pb_C3C3|#pLzl8r63`KuMUj3v9{s(+S6QOGt=;{jb$X`4+=hwMnc<=Wa7x+u7xX5Q zaP9st$(Ogg!hjo*3VV3j{D1pwP}&W+lC0_uYqNi2kO(9?lPYGoJbvpri{IA1+t*&~ zcssppYnv~mAu8Dt%Ac-9Sn(lTbfgs69~QXE;upJeqS;Pozk_6@zaI@8`umh^=WK4T z7%nNyEe$bZ{hq?5Q&H4(*?6fs;0R4On2z}M|K;5_>-E>u`9nmvr=%sKTVNU2ZrVx* zk*)15BHZ&2%q@ZUB`N3!ef$H1>jh-x+PZ1pvT#u)vCxck;W%xufd%~fp@zdtR%Cj? zA3$BEx;(P7on$bw)tGfh%-iVo((S6=w+wYMHo8)BZ?47|D0MZ)J%q}8#F<4u4)8GW z;ge@z^=;=*tJos{`8|YztjE9VcwC*w>cZ7|jC25(sI3@Av@@o|rX0T`v-l1s)ErF5E_uE^tw1v~z$Co3rGB4*euu$4eu6_E+aUEu{U|J#Nm| zSjXeA$eh9a*Vp8cU8RJ2!5-jPJdJgeNm{3cewmy44oIC}e85fRdlYef^Iv@gM6N#w zyw}JE;MsEJ_pDd}B{e#E;FdB4b_VtC6PN1O5k69Tuji?dY@$ccqFas24Eta0Fbs>VwGYwfUhFPiyE9Q{s#emu3gz>c4N_KflfPo2w@V zzJY9W22RRYFtV_ zWBPFkea?P7$CG21|Da94NjG#&HDCGXZ3b#K-JuflfH?IoTUx|{O0aVvYL4~h_qC=xEWrCwEMr72^ zyQ*-ubBvN(R>;&VCW!Xh_XD;{FQIm=`y;A3Xvha{C5IHSm^v3=8APXNI%r z=P7^j3UJBq8M&Jx$==YF{K$m_dE*4nV=!nHl8lwX3Ti6mlMhyTDm@2WxJR3ajFz@@ zI%)p=SQ5GU+bcpWtGGPUKK{k%cK-q@^wHq2)>V)od73qm^r&9y2WtM3qTXEYU;}XQ z%@v=a+#r4npB2{ow9L|J400_RqfIw@|2939&`N8p0 zCW6pNLR>tNH%lp+H!Cyi;7-D`Bz?KCIkH_UlCTgw{J$3=#Z1BIFZ;Ootre6vO)42~ zrk&S?dGK#=jQzQkp4Dl?PhsTmMDbBFUhW*dh_mIbkhf}CfO&(mF2aoOr1 z7Hgix!VV(bm66uW>Hdh_T`pXywBWf&P!BJB8xtNtg~J4CU}H(&m%N1$_TXDoa@+P; z#7$;np^}aB*V^J)6vpPq_24G+0*W#~QL-qEVGrE!6mO#ki+eFsCCs{;B)aP;CUSJ* z=3g=zTPJP=nFoA#Ba_lgAPqJTaJNE!C5_c;*8Vg0scmbdD1e@Py3VnvO?y}5=+LUm zK(YTT#$616Ip@sRsLLr}$;5|r+CIzF5RyJis^p|nr`jsgRZH*H z^k&TpQjDHCRVEyd%dgW$v6tOMaXuHAx**erCi?tYx*tI-q`Q>Wq+PhJEkMdJN6a!f zaw8eque$Hna&#?t!&|phO`)f5kRV7O|79^{YbCMA$P6ERb0v zX)--Il2~zaly7`izZ{X)+!bNmWNQ>);dSrW@-s+0rh53Pc^zmc=mqQ84|)4VST9}w z+7a{5&jMS$;*JZ$Px^~f=3s)vhP&G9Dzmc4CKL2{%Zs_o-OjKLFe#E9LkeG!B|!lD zCe0V7O3Un@kH$+)r zgU$M2G{B99qcItQW@jgtz)^n+$r> zCgaKZ0pInHo0hGWge;sx0Jsl;iY$#k@pk&Wu+2kgGea$3gvD*EZoSUiD++Y$PMyIR ziRfiW!%rGFX4)YD8omK=*a?7N4FKbnS5iSS`VuiO+y#+*QH%}?f=dW*W7Kk^%zBJw zuH5){X3GiA^G{0)eg$CT9RQU@0J!DqC|zPP*0C@*YW~W8A`xkXz;fUpN>Vw5QsOkZze^_{4CB@Z6M)Z)8FV>tOEy>tz+pi@ z==Oh>1+G)&yPqceWeH#JTLf0{j66Yjf#WsWr zr|Ic*P9*XoK0$>8chAy>$!#z;vV%nWxqG8haU3w8#4EvQQ})@#qja%WsW9#fG&PX4 zKm&hev*%k3YAVaMF`az=kaR5-7?BY_&4ha8LU<<^4H0FQ3BQJmRn5(s*sgH@qGOYk zE>-IXH2vL?%k1Ahly|vUs4|naItW-QGz6B)3S+x*KiDyhd8eCbRl8aVW9#vV1S=5W zdVxQy*!tKm(3Btzz{+;kNLSiKaQ(UAC-z(OZ{CN{O{gnjK_3JeAftI`1adOVSt^6v zV?!^PPJz*C2>bMz8f@wo4YSL4G4Mi?H|@_y1>|?i2#DG43Zs;MmTaAt2(ytRb0B>g=PC&0^7$t5#`HyGSU-O&-W2xuNR&0Dp?n_eO;o><3Qjx%@aFXsHJQ*BImsMf5;j5CT~)I&G7=7 zMx83;z9#<4EFU5Sxa$rHO@RAkqZMb2`xZJU67-tqp`-A2ZdD)^K+K(r{iMtj0Hr`+ zP$;w0XVnjBybgMIy3!A7SAcw_y?8|>QKIrz$3P}n~mU7Joc@jX!0 zOlE_*(V68H2qkfCQn`gI&q~Gdq%+p5c`BDCO)G;+X@b&wDZr^*l8$NqL(w|L(M@*6 z1}YZ808LkXA5oB5yQ#X&UQR;f^-Pz2_m*=(!StlTKS>TpT+*z1A^d{ zVD)7j@w|^ME7HqeFZWAPQIWo_=x04!1Md;}7>Xg`vfumX1Cs3Mpm^l(EXu*wyO`a6 zf|Xg0`C~3TpH0fG;P*I94Fvvej^LS7T-mu6+Ym@_!t~f3Z4l9bkoRj zBDhTr#QyTPab|*`vN=qs4QWx96()Y_e?`FWOIU18zi`I zbw4Q{lHv?-Tcd-BP`^_}23uo*X7nqwsz5UmpG`KP8MLW^!e8DIGINSAo6~~YNCcWK zDjwu-r};+%6ad6X|eoi z^8m_j?_z0KRvYiF?hbHjI1#;&nPx&_E;64@UZ68rQv)?!AIr+D@%(WCpyPw5%MZ3z z0p3|xW=()Wk^5}&1D6WFseuN#RJb!iM8KsA-{=SYQ7Rp70E3E02L%CxQXgz>2b!_3 z%pwr*WOPsr3M(5Px`Q8_^?28*xTjSeY#b$r@u{f+cl9AP+qKYJl^MC&2lsIaH^&Eg z_Ql1{zL8VU+Qt%WR75``R$LqccfIt{+HF*Y_b=%Xh{*|3;me6})@|h8&K=STDR9iG zQA6L>vFIA6EH)-0@q8?(H%2T-LIsbwAMwmDVvxt$1H4+QiLwqBC1mPgH3yc@KEmR$ z33@KzJd*?ez1$#Rxbd_BmxQ5NCLH>z;z&Yr#l`V)V?q6LlwC_#6iu`3lYrklcGOIt zLC25JVtgBx>Y*uf4(HW>4(^zUzC-7fmwh7N`fo*CpR6LTI67w|Jfkxf`Rb zAtv#cvfDX9NXR^XH3Z0+1EKR_f%vZ$e47Q@;m!Zr1-*=YvfcIw&wf5S{9d|ASEFD# zsF|i4HU3Fz$8-V$Z;8M4;(@gny!uNgLr*Nx*s7y2JpIw2t{rN(qs3UezuPBjuIFOp z(_ib;08?VwoYC+N0VvdfsHuU@U;ZQBj2SWUGL4Tr(8z4CwF`rAQ#z!9MEu*Zmufb@ zj_~86nu5zTYw`F3VS!a0k{UCek>2BFp?FWHKeb)I)*D~F)^}>NyeM;PS}HK^7)jOe z5BxIy;eo`M>bUZw>PtZuB8ibMYph+9Kfgm0@IX=2Y-a;JJ&4w#UssB^1HcKuEfyl# zXy7rHu9iQ-mgG?yw$`xvb7M5gBN`lv;vX2qQ>8;YNW>4knJf}wJ6a!i33$52VC(;% z1_;o35DBpj(78A~1?YSPqX>*j9dczjCB8O@UK_q%8@R3wL05*oREsUaEnSy$xv7D< z-=ELzXrUkax3+i9KyJ%;5p+LGOvq!XyzE>0m}6L>ECB8PmYZu-a9p zs(wx|c$Vb4nHw-OMk^0Kp*Qgt;!VF5cxxM!jT%1pLxClP5^A+(UmkO`6mF>vo87bIY%Saa0s;Oli~~UcCvnFQ7}gVX zYhbr&BYcKQmd1)7)-}8~ z%P}6BjS-BK#aYuG^EWTIal7ntDmt*#N*-(dfR~G!bsIZo9&;Z)j_THSXd7%f?xT&9 zJR}Yao4fIYPU3CWt)N@N6PiA%q`o^$&y};q?g9x3UJ>nv)(LTJKNMl04CBnty=~IV z^OksBoL)P&{lyTF@aw+_t@B65F|+Me;=#>*{&T@2WjIB8>CLd?anX}XChW~u_2Ejq zu4_ZxlJSzE2w24EAStvow}PIoG*QtR=nPj3Af4HDO0g$Il>EZJ{v zulH&gjCz@CZR)h$>AR!H6#WFPnU+!ersa;Br1!jL!boj9dKM?7Is4~8q{_|hQHxfHs&w16KFn+c7ARwThyOd6X<%6QFq?NJ}Xjk{005>e76x>=s%y% z$;#Z~hR}cP;CX34QMPmW^f{zkK6?5!ov)W=X1>nG{RCtDW>wD9a` zw!OJQ+d;Zhp`K}RZt~<*ip?nodU>&o`{s$1L>p?-+8?P3>gm2qC2|BzCOzuMP4%n= z{q?C@gFlMf9g0II>5ZZ?ZU~g26782-$ z1xjZ8x8@reMlnU1{yrsTy(Q9n!=3pN?(xYq{$hXaJa(E~A?h37+@_FEFnP0WIPuQ0 zIO}~enZCcOaH$-clIf10b2loETRg=JloMR0jB5i&_~}{=dyd@5hMeHgR6w|@(<%D4 z@LAFqC`7~QS*%cB`$uHZf2_EVlbCsuo)(8Ge%B@)q~vKYdJp~LD=eT_nQ&XD#VUJo z)L)5Pr%^Ga<09z^Ly=TPa=Pc=^d)2SX)tAmn&5qNno@rKM>e%K_VGl4c+}}#guFMn zOY~SmB0Xb+ObHCzg?m|lWM-*B=CINAOf$HFELm%-@RWXKs=hr>!!;(Q?hulN0BJ8t)P}qg2)?^ zh7UQAq&tW~Xv7}i{bASJ6@E_Pit8lLCDIbFxc{}Jz$~v7viHEo%-ah=D}^8JsYJ4{ z;5pz9z|a+pgfRe}eEY&$T3hi0A4(ssUS@nR2;a$+n2OAT@t+U1;|c+ zKWS~Ftk9~CGc~m{`e2W$WHyNz($!t!NyV7ot?g|+n&Rk|z#x*5f!))xvxCbKN#OIE zROdeJ_{ILltBKIieJ2TJdI+^n;tP%tZb+x6^N!Cz2}=gt<2!qPJH>luPp= z2C{Z{lbZ{Nd}GQ-=Y(qn?UqmEt@9HsGC+ZUlGpu2weONBFC%dDIT{Y zds3o|Oeg*W(w!o=TmEhx;CyfX1sQFDGdV7t(udZ0oVO4(tR3Hp7~l4WR?TteuO0L{ zbiYkVD5BdgaGAZ8(j&V&i;-Q{3G>}S2Be6-Qlb4+V>^sVqRa??C8a#P0-MH{|1RVb7a+Po*F zkiCI3TO)t#^;^sDe}`3${(e$9_*<*8_cxDBmEOXuo7rLu`ja0s^71m8jn%uH!n>E` z(!dGERsr$+7%{a*rt5k+L!zr|u2vFuu~XrYu{4$31M8RJ$%$)=Xo4on@K^#u5p-Y1 zfxwaWhcbT@@keLnTmG6Qg!kIi{=d+;+aHqs0n1l=;sk2>NX9>h&Jo}AF3*hqw@^N! z)ztheGA}rN0mS#czGie_n*aX4r}^jfE?Zi`ZY5!DPkq0_)e-lI+j1|CCszde8ao2V zY|UM49(8xw83Tf?es|Z?F&o^m9RA)$lir`F@!$Je+tVL6eAR1L7@MX4le2l7rxq(D z=9ab{wX7}DrYHN&{^;~{xxBl2d-~;fqFAg>9y?`L>hEVQ%LR9o&umKTK|rhaTmOy0 zXKDKME@g9b1Onb%NS*`{}tC0nOlPz_5LAWzavq!tJvwvs&$?*5ZBl z=HF2Jx9wAa^Shs~)D`d??kJ1lOD)@@R2Aa=f&Aes?J*S=kVO@;0f%-qqN567W>qqF zC1EV7D}dfw>Pp}D4$vo4JdHm2E&Tne(O+P@wZdvMQTPKDvz_G8?xgYC_Jl!WHufc9 zZ$GR-V6eCjII&o-h(X%!_bWHMzN`CGe{z0{{!|z_7F{4e5&wADyj*2H3ygVA6}5_( z4U;(n@)u+9;E$(+xfC;uIv$q3q+y4tN88fhO`;=M_&WOe%X91sFam;oqB`6)TSM?; zbv+I0{AfJ$vMvpW(zv1M7iIXaD zV6|u!&mM9A*XNrC_|U8v^ok8IX1(@Ha@sfrhU<$Sdbvq-*&3^V-It6Me%!yL3H-R{ zo|+QErlSw2*q6%U#v^Dy+}MOMRtsYU9g?(n4iG4s>^44gW2vFeVe6@6OVP7SBu%(*be*kG;=6qf;P7cmmk zX90W&k)I0Z70BN7%e@91u850W-1C7s#p>U3eI@SiIUqoZh zY(QFJs)*1BprUp*xWXOKNDf7M4hM2|6Tj~&m01k#GB*k0~UIDC}CD z2(f+uHAI}y8ImU4p@+xOc#ELRub|@T4@C=s<$~Q$oWvC>wgN{!JQYzHz78dLxunYi zZEiP5>;7UX{?>!&J|;E`fTF?iUycd+H-reQMa6U8AXlph`g9*)WHrGIClo8SsIlg9 zV%(tV1Cg9__RqgjW~)iur)g;XJZ=j)HF-^f*W|+UAUNOi@YD|fh-{m^ zM*MF4a$5uiiHtO4Pu6v24AcrSa7QLl)Axg=jct5jD<;p)xHpohS7*Q}x8V7AKq9!y zz2s8Lx^zXEkeez9b$28x5oHP?UMCu*2hrn*GF)pdK{oh(4n#;|6urfD!`nbZyFFaR zXiP#H=regbw+d#}s;iXqAAeh@R7f*MX={>p&*Kn;Pd+gNxv7fqBSYTAW^v9dMEY*o z5lBtoLvN`Yl^JUR&kIh(sSFR#qF0+pP}KyD+2F=lnPk#F-As(EBhK%JM5yh8LJfWB zE^aW#?@ygQC4N+_`Lo)hHlxoSqZ6b>=(DgO?QT1`VskM0i|Tn5yt#8wp0IlnGP#_o zbl)BR=NX7Dp{Z*fQ)1Rfn$Xl6V!Dv5g?h7DeSq zH+5r{wIc$g#5U>s-Y;a`-U_v*y9hGCW9m4uRHHMVD*IGjIZKO6JA${YN$WwJS1w3g zTfRV-k8~#NczEP{9)Ab2`;%CzTM_Mllk&)p1Xwg+CQIn=vW-ElX)|3f1K2WX?t+Nb zJ0QDgh*BolgvmeNfI&soa>3Fvz?S8Gsfr%e>RQCam*QMFdVP?ay{!DYFVX_RhE#@b zzb>P`ov2qm+qFvIz1&0>Dg7e-)4;P&%E0iF(xz*Lxz5dEIqEm^IaN2(Wm&?WHQqILk)czV!O;K@f-RCpOu?A(L_)d`!_2mu;yaAbEs3~u2_v0g?68%sccUwwMp}%{5wE`%%RTietK<} z*}8$wv{35>$%ForzJV_9R52<($-AO8fd*n!@3V3=3T;rDCF* zl57`N=t~Z3J3No#k(%$>cNOpr{P2_3K1zH4<>6mL-{@a3`_je`31UWuw0L)IT5C== zGF0IqlrCxO_PVk7T;17jvxCV+&EdtoqUbHEmoJ}Ey zFjp<`L1aD~M#kP1Mu-%m21Ya`QyRXZM2c#pJREKo2*#Zx^rDpTc=_{ie2s)r^<~c# zVZY&d$e-s?yjkIo%N!I1jCR2lhMvd=PIT1hn;;E!@oGZdKwu-ZuZ#pfUDDpu8AP-C z{O%ls3RRB;1_Y1PbJFZ-gClgmz9(v{DgN~XZ*Fj82iVDKSA9(S2VPG>ZskE|ShT4b zK?-}s0OY#_5&0Ka>~B<{nF;Ng3?1Tld$@168zW=*Z|z ze-kofrsIhxtRyQlvgXyIfp~u+Al|WJej8&6FSPk)2Bb2to@j~+*BqpI;3?we` z4q|$Ic|(d74iXF{)Y}g8`kncxyA;V#7ByK0{~K3|t`1Co91z}5O$Gs``JpWPT0Qgf zD|>kU=|9_AgfJZ~s9zyq7J0+>R|n?dzY@VL%ar_^#9Q#!hyZ6K>?7`40q&k|9m3Wb zIX+NN^e6MDoH|ztfiQkZ7DNjODyK_V^+O(dWI)6@p@9q2BzvD47+0d4d&b(Mff?ua zXzL#J%YLW_@yHFg?1${ys@3D|f5Ed<+nki=;92%s$E zoOr_Kof5LarjM0?chEOkvy_R>9K9yEyGZu6X{%X9)?t+0U(xJerDbbHd>Av{3-MS7 z(=b+$@E;@+ne=IZXDCE>KyN&$?wKX)D88zf&ky7M8`vGi<0>^Bm~mUbabE<9mqp4y zA%+-Ik2nw)=SxQwat>s*Ae8ycJw@+Xn|O-fdo@FbU51Vjdx@}Ub4w!Xww!OgMP8$fuh>5Nybs==dq`@KeQQzZd+CatU zmdy@BpTnPjFBTe)J6;GuSo<+22N5eZ|Z5bLs(YH4vJgs}&Y%oJhX z=B{Hf-RA!7b8G1D1b-Ezx_d!1DDm+E$zF3#bb{ykHv)XtoVnyFQp5unci7;H?I`3v?ii9Y~Iy;BPUF@4XI1L-&ov4CJ79LSK~rh72V9UcbU zc@HXP9FK%p8n9HgYBK1}!&$mZPnA{uIr2*s!%fZ0d4;mO80gR8B@HSIoQ>G!nR8Vl z5T3(9)pYnJQFgGo>e1ZKaGs;~h)n1!nUXovQ5gq^L2sCC?iDxR0l2v$?uwh`(oBrk z0d5`wxH(=2;O6H5H|NDgs{h0S+)M&+Gr=aoUk%rPxY?@%;N~v?HxEArxH*$*@9x3Q z=fEALTc&qX7Q?vr^q0=xObw!&$KeMyliuN+@843DODf$FZqDe5{gCDV#-u%6?ib`cJVHSvTKIv>js|yD~zvOrASU8fky6`_5#?V0VW<)!5r)xg5wo8t4en_-i2h zsFx!^<7tn}6(oO)*7R*?@u$jAi3;(5!@s;xyMt0%o^@}sw_36b;*xN0v$MM2UbDq` zYUjNCd+}rMtJqgrW*H`}rLSUt^p|Uu&!~2Ep7e_Xc|OHDI+y!Jv|MI5Iy&nc`+w5J zMx2$X&)#g$eJ=4?ce$Sdx8cVgBcz>zNUnX@dwR66*dH0QdQ`)lI<8Y(l(;zpd?>v4!tL-ifO zuW5DY3L5pE!tZ0ugs$S+#>M@IH|uk;EG-f@CL+e7F9NG4_3poZziKWbx9p^1Bq!zS zP}Za6%2Ng_B$3-^z9}Xm$nL>f+y3pto$w)?!&|#+=9cV5j!L)K8OjEa?!rw6hw;^k zOc}5afQn9l$L0&fSMcqlX$>H;0&3B&Z!mmu`PWs}om{-G{&~^deEMLnQQ?RI++9FO zuS(A)Smtwa3m+m>r%Et}XCmr+GJiJCiz<0p$lv@JJ^ZM2=aEb5%2UT&5;Cit>270V(D_3Mhe>7EGSi-^)Md{)JQeENuRsVvTJZ>=ju&5AyGlV ztV4)QI5##KffJR8zzG2g5ZXLnM7y5)_~sVazrl@hekMf_DJ+Ed=5F6th)1_Jf1&~d zxe>!pRTuQ@sdhK3aavs9t$coCAaR8^u@$Qes_Q}Rnp1O6+~6zB%h6Sz zpAKYaK&MWLT~%XR~ zgIsCx4g!=74do`5k|B}hCPt57ygQLH*u%Wt>F&og)u>huhKaAzRPoz5q?dt9c)=7m zm~(JHsI5fI_u|Op{9zCpJT`350P9T$(1Xyg(MnFP6w+=E?_cNq`c#73==lVm%c_1G z<5*sTC-rwH4qW$@nSYQzSIh)0suO$;C0rmEDFfGG?}K(Uce)Ar2}64bebiYJsaFzY z8Tbb21H_Ecm!sp4)sS)ioM2uyC!Ex{XL%To3>jneu5dvOPBuYSH=z%QOD69i#S3vm zG&_fLk>XvZK@C)r6gn0sd*GFf9(wnq*KY!!reDPW@c0L0?-W-YIJH6B5W?l2#RJol z_8o~{Z_w458R9|d)gB=k8Qs%ChwxcActg_UB{Z7i zM*a|f+)xQ_mjfc_OFf-0H;;M<)s6f%{O*(+B5^g!*$IGBWD@v!&LLi(J6}LOJHe_E z^mu*N1Kcv+x`5+f5!8XVWqcS-G+($uLW_}^VH89@Y?3qwx%;>`fo9WZ{lP8J)?*xh z;1L44<+RI1Jm0_UtZ+1ocOlXj`WFWKgA7;03R!@ipB&;k@@oHkek}N zYkq}S49d%ECq_Wv{(Xs>EsiPGPpR)>Be;#I@N|o~pl?;Rab*KCe;yV%ibQbVPd$3e zp{>5fVe=xic#mt<@7^5exz1|PE3V-u%>`HcZyFa4Jk@MZwSK)PbLT&V10bjFRUy@E zf3cLZ@es(0AIjNN<*CnV71~f*V0o1@|5apkfu*LymC!ww(_^4GT=i2*<>a5jd9IaY z@K!W+>E)j29UV=D)ImTXSj}SFq~3@qIL(N3D;@}@Ms8+suG&+Yz6j;Y1=0lMa<1N` zl&;_$2hZjtPtiPlxySA(q^a=Y;Kh}&8p`q4Vnb9)sFCwbL(PRi;Q@sV6L-!>vohAw zXCwSR7W);13kH&h29fRxXDZ4Eqho37avy&Ey4Zh}?DKj{&S;6Ut=P#tbF-A;`e-NX zZQRy`*k_`9+yB^D%-!CTJH?$9v5y8^ zXXlQm{8vOv;-YW)P}5@{c-r4vZ8OV`?Ij*V#m3OX>2Y2^BX=P&nZ_c2szd*(;TGLg z!ub*pnnsu4V@TrSK+`uZa1mQ^M^iT~I_IGJnHpjj#{3LE!<~6bU42>0LqGT8enS z^nC=F;ry2}hLl8mX@)E@7>DQ~KfgJh5c9G`eb#GY)(CPQx%cNuF!_zXQt(a#P54do$RBrp&VJs zjJ`$5$=SL51aX-Lk_LTmKF#{iUgn;DZ@iRcd_u})s&o9BfBA+_?90nD%^z!1k3l*WC%$4C3;Ts-QQOYY%Tdw9FJ&3mY4^=d25uy0Xp zb-iBkgIr&C_n!=0Xbdkj~^+a9Pm|>qEDT#q;8Y|r8fc=^BZ0%r~rjFpb!TXqn#zG z`lkmE-34SUw_@Ne&l>`SIruGgk);P=r+T{`829d;41K!zIaQv2SA zO;z0UR#2_9)w%?20T&aV4jJv>L?0Zf{*Uxkt zIM~hXyq(04<2V)~CKIVIIKOpJWwbG1x%(3c6I`seDFCbY#EGGYYG!#9SB?{LBHzB2 z!iXEELv&v;`^moLJ*}PCLWewZ@&DS!FR@-S*#1$8j`hK^_}s(;L>?0M=#50Dw~Hko zLiZ2fAuGPIM=u$lzdu#Y7FT-rX72O3kO6~t=Z{kxzut*bYBD%Khs)aPW*l{Fy_DNu zCF{^BUX-o(`=)_5kpn9`=N)@xu<$vNo}_ct*H(Yh@`?;>lvE} zs`W#=@tBA&gu@}gl3?%&GZy@XsTNY-JCYw}9h0*bo(g z65$BK!Dl!{Ai108O~Ygw?Uj4X!&Q7CF?(zG=5Dnrd;cSxw+;JgRAHuXwc-F8!an9< zKDeJod(|Fv_3+i~O~A}pF#fes3D|NWVvq1Ebd@@dWcU=Yv|6tIhrn2H$QKf^7g~51 z@AO>`+AJw9tjzs>xs#;)tU_{xfqi}@*HYye{SNd>M1e_o`zP6vO^!w!N_CC^RBLlDH|!~!yz%uStHSON z4{+3RoNFob73eD82R6^CYq|)QpEjPZZ_ER7@CRw0Jg<9wEgZ5tZsx^!JoW_g^Jh-H z2rb}x>aQd3)8M1z}JAe8A;_N-cqH3B&QF6{XBOp0T&KX3qpn!m6K|q3J$vKG# zNS2@=K|q2Ch&bdVC{cnEh75va90nNX_KffT_PftL=iKMHKUQ~jRabX)ub!#3R##Vb z&+IRLtiCOG4zjL$Wb{vpJaYPIt44jbvhX8B8QUwGKG=Y4FoCa`=qc~t? zXaXjhfRE-V978vyiEhgA92+#n`?o1HN1!&E@VBXofA{em-4s8%skAM09~0<4g3tuQ zfA=wp?n4pXlm;Bt2hrhUr!_aqXM!}}xj3+X5)9H#JsHDDyQ1Q>OBgWXhAa+UVrPNj zuB0v93jG`d#}_y}W$R(@0JzPgpQs95m+LK5w)?JEM^;I7fwB?s+TNKEnuyE0D?5dw zw&8+@r-oaisQNA^IjA;F&xgGLn;ZhoR)%JSX);&>`H)l^0U^&INLqAVm z3>)!777qa{jqU#B)sbm(U0`GcoWE~Ip{wKa1z=nL%XaXW?F`LkdWm8yy4_9_UD@2n z=MDyPB&zb^?1>IMr}$o|(uW{~fo3P`)4_!p%8#EIgdYcr-&@-Qo^BVMOSSeyv{UA7 zp3*&RV-TM3n{!PsPZ`H5tz!_~3%U^Ks`P%tU;y4Oe5pgFna&CvB^;t12YQSK=#!g)>GT?FJQ>$ zqAKfP$Otssqsxxka!? zKQme%%;$IEzM~rgA6O*@$7a(77*bjDK*2QL=L>Z}l%gKFM}lHHx2$4>l>Ncsn~Q$? zN$`YXNXM^Un)x|6+!$7{iT|k14olQ>R48bE7e>>$`XFUEUgeR`+(98Y8Y!K+X6MT* zuKZwxxP!8+vloZ_qij`z&V05O@Q9kVBZ`+2R3E9O*q&k$L|?N8yWH4k+eV6bcNVjb z^OIm*Ma)=}q}eTXAK(Pg$J>k#;?~oj+}Yii_s9w_ee%U<2vU?0CaNNJ@x<*9Y-aY3 za2L+cx7@jQwjXe)J!WN_+O{IYoh&E z9cBp|nKsK0CuJ*$`Mxz_C5ykEZO)de4?F(;TeLYc2|M5}dEQ35%nJ=~{lHDrtXd{mbhAs+N7N2=cH3LvHI79g=*ZIm-6 zH1z~Kvx5jCIE<-&b*wPz>z}&kpyn_ETTMC+xoa>Ed8OYV)9igD5gfng>fC&=gW=?c zUxH%-LU7HNL=l9;-L{(qSzjQFPyM3vC{v)*SGNntZd^hT(oAV{t=X!$8 zo1#M9audWU-p^F+DZf$j33bCU(zw~M6|;l<4lGv2yBw2r@Y4u3SkZ`CfZ$RO28eZ5 zMa~z22Z_duU5+UUQ3G^f>q;1GT^&C2f>L(PcXCC4jMBmJ#U`gG|JMaJy+qhZ6|KR> zS8I^uf%l;+AG5ZQ7atYfp(|cZp~?49y9iuliceus6P{3z8Omcab(;B!7i<=x$^UA> z7e-ysX#46CoTgUpZK_-=o~XdFt#pU&B6{geE>etGVF@)BO>9lrUv`33;WO@o_m9%P zQ(S!xk!I~G4jT55k5xHTW~83xSsZjIIUb>JoZKEWLxw*Gj|G)0P!Mh>hBuCfsE8z= zA&APA6UrZvd0Dg~le91PlkwWZeLBA(<^pd>J`Cs8AYKO4V?lUsnJxck-Se!8Kwa`2<+{ry9g!l=w%7!{V%FG> zKSwR%ZpGU));Y~;{P}xvU+BkcG>$sSmcjE#5@L&o4t|cTjO>zUoKOeW zmKCF3?336*48B;1fgIV7s}k@v;M;RZ<@LwZELlD5*S9-9$3?EmEY){LUPs87iGf{? z-^=&_%@K#G3w$v9s7@ecDCMppFY@pqhQQ5B_p>{KWul|J*<}%@zcQ;o6tA4qR)^GlAbCiTpLQ zsgzp!Z6>(KU8Qg5m@`Q0Ci`5*!fi{dMk|4x>c@7j=koiNzbn+k?mPc9iaKvUY%V@O z36AqrS>HbXvk?Ava+4czE5ARGfAO{iTXzMU_5B#$i1Zl?ft8nS1J_{Kx|bUk52&!! zsuERyTJYjM!Yqh*NgQ!a={NJ;B=v$$r^xJk)s$XV_&m&#*wZWT)I4gBuEnl1?U5tv z?ij`z+qlg05OmuP_RXGS_pRb@_nZHwPn?~<69Sr;zccdHYiELaFzwqz~48}vck$oj~1XF_vkk`n47(N-psP)zZ9NO}R8$?HC zOv_A36XrV|AY|U^5OKf6e99G@0pw;5gcG@+LqWz@ea-n?;Id;$O}3;`=stJl0XZJ+ zm2{;lsY^UVM~Qc*fQpm4sKCir?$XN|YU(u`TT7(F*bEhAnWe1>fV!zDuivxPMLJw- zccxyuW2=UAfHwCzM(W@kW3pL^daY3&hEh z6gy{P@Xy+I$Gc|wN@MDDoN#35)4rKY&y~hl^}?RzG`}8kJ6bSQlwVv+4)SaNLVLIs zlp|#jx6tJ|-NbMWnRW^#b5YSeGjGCP2L#MT>|L^>`+ zx2xQ4-!+&MbL6r^?pRI&X}aiE!5I;JEE;crfG;(X(N(79tt0kO?`IwX zkFC~~gLmO~ZaoN2q3(4PIJ1O7^M;J>n`b17MVp_Pyy^*z9wIe+2w+c6pi1MM8$swk` zemgcbr40C|$0TN}iuFyrvct^{^1!Eq#C@I?DD~KS^QGl^(`fzP zm}-{08s?JRxq{A>nnAPbjbqw1(fEZe9-f;_(Lvm?yZdBiujX2N_= zx*_tomsz2)&bREUE+7_C#}bj#MQ0NTkH7uoj9PN6hpyFw-0FZSIqv2Gn)N5auhhQy zk}kKHy_C2RyDf;t0gPaW7(!(d)@2?Kj>QEh4n$`s)HHx|aPC4|&RbXa$A-rcpG$HG zwy704UmG3d9=+{9N^U1gf|@^5VaPyrDIWCwh0=3q*!o#Y7ddA(SJ(T*^_vGm4sy3> z1IS@l?Xt7Aa74RoD4?rBzQ?ISq+-DZ@;6+gC)HkLi(P!h#4)yy41_9*T7ry6trROa zh1sT#>BxTtr{JHq_r*L}Tv1cg$`ZvKb> zkV3HpoWJMiQpQ;wiC2VRujr_7c5j4p&;@msP|wdz$@7bchi^VjKhEmi59Sh0S~_mF zq3Wo>7Ul1#_~aRuObhwQ9X2Ys_Z-4a^DXmP>zhmS#FqW(j_L`SKoAdiPEWn8*hAL~ z^;tmpbX_Y#88HtI7CyF~uo4(}6QZ}?TGnFrY}j82d=zMyz_bRD^qzr$xP;_0YB+q4 zS@rIOQf|F-bfS*huyCQm8LvuI2b!Ag^cH`+8yXUJ zzZaAU-b=9%aUdxejZuR$sZdqXq zwTVAPHTv5378mq&`Zc<$xkbHQ)95oZ=tgq0oAhds0zab}CTXj^_^;mLik6E%Xn66f z`C9);e>6SS%eq^l6i*uL;;wI2PYz`9y|t~=IlCY_J(oL~>ACyu>7EJJC|mQ7%YrTf z-BI&e^7N7nwinV}r`hVm@O~`2lhsCWKqXn62J@dgs8A|K`_g zAA+iMk|R#iS4P?Sw=~&Je{}?|6>6B}WmLg4<3cY?rN7*Q6yAcUx_ZUsJ?{+r5E?Z$ zNu+&q7UBj`^|lq|iMk+@;Ly4tI>+jIj9-eWEh@@j*K~U0rn;yU15V5s#xQFvp2c3R z%1|8GO@|Lt;^khXG}`T@k>_5lVsEg~{j%FrtBm>BVN9IO7AtRy-=oedWIH`}c+29& zdjp6Z-m7QyeN?gX_i6Pgeg#us6kx`Vkx~AzM6qJ2({qc4>~9q}UTe&3^+b0JE(DFiMgTC_dPS{~fw?x>>ka zeNh*2{}-eUdA>>dx3G*Zu>LKqpbM$LLACz2j>5K%*bQ~(s`kXVxhv6lkY`bF; zyl70Gg5G+g64V^7gwb+GM8+e&S%j!0Kt;4r2_xVM2F~L*BQXOriD6pAWi_M6 zW0jo4&KsSf^%mbvlQ|Uge7>Ws_T$(e*V^-W-4Gk|k=EA0`+m-oRZA2u&%U($6Heau z89MKoE>Ake1DH@yCzA7s>w9D3l;Xnv%&@jmCGs)}}(Y7x(JI zv1^}eR`g7-_Z&BZaiyVT6P#Ip!qy0U;>7O)&Hd^k6u85I!K3eUju;&z@~Lz=eyL+h zQ9cs9o^0#V`A9j|)&NdB(NQM>bvQ`n54i?^pZI$aA>^QNTP0=o*?H2#dq-(YORFzb zychz86;wnS09W6&C8q9cOZniE@pnNY+O0!@Y^9+hB;g-Y#J2w5iu!-m<8FGWRyupY zXwSfC#m2nH?Xrx8RJ*mXSgcu8yRb zw5*&IdrmzEA78pW=7>vCl?qDju@dlIOe3mGPsE z_e|Kg=t_xr^oHVEiz}34pS$Du@*Q*~inn9uBvdc1jWD0kUybV(MK7t#UHEI~Mpn0^cJo!$lSPs?^Hu*9YsI9oMIB@ilJHH#LY2s;1p> zDrw{q8MC0Kb>&db*lCUEXpZ_)M|?6VVGQSv3TMI-;6=hFg^lH+I*RW`eR+6+I3YAM zoZhd{yQYj$21y#ymvH&)Q^JHaMLrW64y;L=KIGUHl|{UH_jKOcRreVPFErzjt`e_ zGrk?i(CCHm_FBpH?kMWA@!d1TC2M&6)|szS@`u-;nc*E$pT}-)0MH^edHm~PCH7EN zIwLsL_65#Fs?_J2dGX>{N*P%`(p2^Q%+GUG!XtUSJiDCXk=sK6r~^R2iGNB`xp2=! zbvS3|s)Ev1Mt`Hu`L)5<+H0C$h4WlZef47LvYIqqP1pfYB}#d(4C4G+>z9>b%gwM9 z5E4#UJLPHfBCg>5ugwI)jq_@WLM;RajqL+h!Z7ahZSq#)q4_?SjE^a!*L~@Wb-~7b z=7Qpd*1v_o`j?AO`!i-!y$Lsi zv;YoQ_wD2I&?X0+?(R+b`awol4$}uVq{Lj#CEtaL2uX?i$|o{J9ZR@vyH)idp;6hP z+gQTzM%;Ui9W04Tz8$mdLcR`Bv>@ z1Tt{kLI)*hUnP@7oj=3rVtGbI82u>n*k@V!`)agJ6~D+{r)Hmw*j!wBk=$;-k2>BW@qHwSfMJ1Szds4RwJ>_xO=V$Ng8QDfzM7PjlxFZVd7kRn`nLgxKS zbE!I&vSfH7L%6*RF=X_Oi9L^X3Z-&%1@#EU-g3`i40rPbNQmeYAO2WsuV+9^caL~zLAiw7zMZ!a9q@zs1kSra7xJzkHGdGM%Ja^IV#O?Cm$LI3{|C11sOHc|U4;-xFCihDAfK z=+n_3ner;vB3c)hPCxpvwb;+a;Nko+n-G7hf*eLFrmapa-6_7m@I7+IhCw#T4}796 z4kjUEWR=Q;*tf>3og$j$S+CRIQgf$%;c$m=A3BfAy(zG*#5m2*2RBRF=MT#|E1ED* zBJY#Y?Jxz7Vt`%Sbzs+4P`1P$mU+TV$IMiIB@H(cov@TPt@rZiyn09?TWb)=7@PH1 zZ9}OuBFgG{;5tO^{{U})lp)gJf>89gzw`V~a{~5qWx!r81lY@k83B7af%`VAES(>R zGfY}6ntk)u_J{t?jou|3{x|fOl)u`*m5EUbe=HRbyx|_P72>-@RY&dTIsX z!u+Y;#hU7fq}@wApDXxtm0~O^_EB8j;+l$BqY2ZZ%$J*#FHBBFou6C8ZXEvN?nhy(_Jg-k>v1_hJ_p&8I-Gqx_yu2IZ@)R;Qzs5(>7Gh6?cVobg-dhee1WDE}k4%@*(RUV|9zd!29rd3t5es#*nO za7Q+;?OVntT+)#$u6uex?oR z$3K6x-qMV}(O~BB3u^EZ^ZjLLV6th9e$SV5_Wk}ZRawSPU&)_1 z+CPtCs~%K!Hn1*f;1L*84}CY|gA7l_bYYd8?8Q!g*hmOmg?Oygr5_?9!UN?hM2v*#S=hQ1j#Otq{ zeW&29C`SQP6x@x*1?55zcO{G0BQCp4u7d#2xJ&MpgXOqQ#!WPVN^t>@P+xR>wH zRP_b`M0o&s{>FIn%&(0Xdz?Y+>I9P;Or?r}pMzuPnJFe% z4N$$(`h`;AUU{zR=h>6Ox0k?Pw<}78*9LYao4*$ZmT`d;oWsKEnL_(e3`sOI{r{r5 zLwWK(3H{aFz@+ZF9=W>HcH`JJJ$mqZ&%^@mqz@DJUUy#{rzDRWB~y$Y1A%C|R;c!- z`XQsXai}&IL#RL(6nmrgi~0g#vN7+mfO>z2rPg5hRk_dPoDiYUgLKolUPl z_(&%781LTT3rq8!?wgFRQYkL#J?afrO>4spu0uIuV;Q2hK$EutP3{quy(@~($qN(hJPVp11DePAKi*XOfrb=9sJGC{+&65s-ovwjENardxUHdJq_B9XmMb4{<62O z6U+hDe_HrY_7&9Q#rOCRD_BSjspysUwEsU%Bqm`3UI)8KdtS|BED|dY;S8+SiwSK3 zmXN*z=8^-Uo0Qua2)AwO^{l|-37s#3`x~@HaVfDz_GKn6iXVcvO=1A)X2&r!C2BWv04j!wb6WF-H|35+ofY# z@Peaet23_~>BUUusBpmNXNXPTG3#bKa|rOhr$paqE*z zEa`TB9$b&RF>40Qi!`99$O(!TDm=JC7J~mt+zT<~Ky7m;ybj0reGC}FtlUIAe!F^PdNh6ENUVN^TSfiTCI(?%e}#zJS* ze>1MXnZ(~r<8NmAH*@@(`Tor^|7P$1W|M!jV=OwbURW9GXTbn_Bm2-(EfRlZN6D_HN}5#M4gGA(CcX4J+KZMh=g)+R)cx*nuOq^3SuSBVG;f9krkQ2 zo48Fv`=bo>PoJqP5%PbLzVsz@R>s!_R=P%1|g-xmJ3oaskdMAF`_$Ad<1BTc>;A4u%y zncU_=G~8@PT{c4Anf~ceC2q3TxV@6d45Pv-HB4@H`HBvQE5rH1d}`w(IY}wrlC>UZ zH$&ASm*FW;DJ?tGcw|ZLlW7bVQL(h?(Y})$H_|X01q3JHz8EPiFUNhMFHjy2VE*z4 z0Okji^J0XroCm;s-`29Ndi71rZx+X9m)TlyZ=0hm@t22YPB$9_JQok!J;0U(F!8fR z+4=#%uOlO11TV65_qnoEgU0z(Z}xuYcC%l{ZE6L>nAK6e^Sm!fc^KYbg|}VY96-tZ zYWBw9KDVtQJ1c)3413fbI72xD2N)8Yk9K`|}g?uvP* zGAS~=?nz6;CGY($V;-4nU8ND>zu;ex8|1fDm#mZU4!9KCdYhz^K$d@x@xbq`0o(Ui zIXrBvPaZbvB;3Du5J{Hb{#GK8k{r8*r=#1kAwP&=O#)6^l=a<-eAUaDTv62>$7R*4 zucy^ekwiWb>M<6@FXHiTGFb533CD$tCxpR|c6_d+S|mhrOQ2ig_=iY`I$tGaQTp%j zb;PGMj&;s|43GO6Wnducx0=%6gm z!$`ZCU6PYHsUO8_^HMRR^6a z1Lvo~azZ4^S#}5f;0+(x+t1mBKReywdW@mvni)*{${_nrthD9bIoC{Q+EN2xYcCCK z?SG(b?bCtry%w;wrvtY3_kgWEKu`lj?T+^{>@`A_H4#DP%w4&fytG`4QATa28>lyul|=uDK&}qR4B`i&g+9`r(FE9Kq5KCOWAMF0)<{g(bduo zoKpsjHiU=Ci_!>pwd#`kQ|3Fd;a{Y)x5pp` zaep9gdtW@g_+zQJ!3`f0j(I4?A?{2Jk z>|)9Gz43L_wU+;rUfz0wt8aad!}E#c$CKodlG=*h8?HP2(lO29Iv0mH&)y>j#TS>a z`h>;Tae}JD2QCipA-=&@KeyFF)!D7O;*^`CiNic_>CY`#4hIV0a;tUaC6Xi4TqVbr z)Gn8YRCO9x{pJCMhcb|omO=6Z`9)3@hLgsd9D;>n`M*O3;YNzU6vgGN!WyAev zow>a=;SRJ>|FHEv;TnnNM{{L|F{{ zsE9nX!nwe@#68@x!D%FEc8{!y`GD~%@e!sv^(TCSJG+$E{2E*$jr-}>LF# zkUKEi-z;$3P-d%^(C9A^$U)+lt7L5CDAf*+Q{`@*?Ed~gO5Fyn)OCZKDMAv7AM)E1 z*iaKy>8bx#m+E_$@hSQd{R{Owy7w~|ly=g-TuoR;nElE5c3#@p;Wy2mg?RJ+s&ZGf z@Knb+V!I~d?w_1z=Pm#&1K^D9WMIE7D7-`!(<$s{gcf=N2z~18vk$Bq><;PP9UOc|4{4L6Qrt>IbyFFr=+Vj>`;fwOMCEbU&kP7^WVsYzR z^+QC5nd2E}#MRfYZfWbSh$>z_xeOCZVGdF>vdW0yKIDd*Q`w?{-*wm7@GqBz6nc$p zb}3Z+8+sz3!B)R)t5TF47)7qZU4HRC`_rS=vQ}J`A`ExAKcRPtxO|h+IilA_pkI@5 zv~7elcRE{c?A}VC6Pa9}$#T+;*_3oJgT{B|-7xR%%=#vlb1W`kj|MNK0NS z?8EBBK2;1s36XADrt}gOuZyA@*Z_gQRyKp(?HIz?svCWsQf?IX_2G+}V!791XEu#+ z){R-^YxIa^)J(R=>}j*e!lVFTPMt+2)kH_%#qROAhHOC+pbRoi%zRJ zi421uyhRncs*{q`REc5TneX#!94>t-hn7T(LWkWhfL|?dYnPekTBed>ET^xn@Yw6p| zO!mxGUa76AYcN5WEeSmvr7T69o2DmEA7xt}tR9mr9kht0l2@0kdy`>?Vn-UxF~kP=%^*vBQYb*NDRW2-s3S@{8|z==5Sw zu!hcqE`qG^3`({jVNX<)&ZSFC(CcGa&o!7wYOpo`ktd4CfHkJ@A z8y$vUJ1)HbwpE;ul$S#8{Z~6~sCGmN?(g?1zwS3b?jXjePks>?y|SilT;Ba2Sq)!` zOC^pm;${dX0vg`XI8-_}LJCPN5)Dr9wI_oUd;;nPLe(BkLygJfJf#BK1y6y8;2Uqj zM~cd1@R5QC>@(yu2!nTjfJg#}X@Ady@5|Fwa9eMRDcxSQq#Y%cPv0k|mXL8hK*@;2 zCGL9bm|`f#U~=r^z|P;J(2%wZ1(L8&s)I7+6-ub4doO2oP7rQafgHkf&c*+w)IE6q zDFx4$aeq3~zt=dt$^(wpxn=~voYToZ__oW%;R<8!tc2HvI4xNo+roMw?>9R3qQYFh zMyv;itzp}KMH1ai9Y_l6{Z+RSL4SKyqbM6a=k(SX6|H`ra!GmvWRo;GkjNyx;!dX= zH7lcZ#-`I3Hh7Pe`W}o;?@uWgb^3U)>-H-{PXrSDTFFM@25ZdWs6q0=5pSn|bEKB4S&f8;y7Lepjr!&db|QZ6y-wuFyj z)I?KG?8Ztt6}Fmorn%ZC-zne;blwmdhH~2`z*4>7o4e?d%%MiI@c!akKC;aPRtQ8N z-BSRorD!2=`f^6;(>|E;kO0)seFBzRNqwH7sZ*DAhZNMizSV2qwILD78u(f3azE2fcIH~;*@O>l zdl%vZ)7F8dDoDwH^qPM$J`}c!HzM~DEz@IEuN4~+q{%^^l<*L42J5E|JK9~!Y0vh+ z9a;gbMmjFA)DU?(d-i`4`A=T+lXCwWrQkPo-2;fv{s8AzprV%FlciReui-v=1{TpX z@EP6P6Z8xK>Z7vBi~dJkDXwY%No;-0HJj>MvB9%Ikb&j}Q61xo$*XM+Hrjl)#+z~X zGB^Hcf|*ihjje>V>_0pVvJ3B!Bp7c&_0gGpt9* zL9rPEl7NpOk#0gKy9S$>X^DrkV>iO6@-EDpd$BLf%Bj=mD;jCJJS~@hY!0q_1@9J& zPDcFwnGRyj(L*oLe+nI{d=6HTW4(Kr>a-y^1U9>j*IqQ3M~?NAY4a(CNkv52tvU4G zdY?j(d>yQ4hnlk_G68ZFbZwP0#s&_Swz#p6NmtPt_{}pUwkF!mtX0F=NkZ6Ab(k$K zx>rWorckuEFSHa7+K}HbMf;bM2R6L=RzIiy{?yZI8gfxblt(U?Cg{|CK_;_UH5@k3 z&LOcF5g2fV*sCKfxR*6!+wgYnt?;gbGes_bGj%oaQd*BEi`k5UuS#5xy^F~NV$XfB zRrbash?Y8|IjG`XgPLj$c2y*$#TZhv;ur8plie_IVzJI|m91<#E{u%s^12w2-VJQw zo2j*!d2Dllu}lYyg?k-i>XHWVK-4Kx2oD=`sDYyNS-yT_7n(41jd@;QQ91}%haPOL zG<25EjOm3v*#=OpRgK_BLq)o?fI|!D&pyW}FA&5C0>T=h5em`xXJm7ZQTr6YE7+3W zR-V^#T0cc9VVedBSVuaZTOy5e3Rbu!bF{Fvb}f)`*03ShPNB~s`Zoz(=-yy8&#d7% zgPnpF@EAsuis@!5iC1Z02?}POf9`MoF$wCZyY!l)0u((!5k@%-YZDParfM5ddej_^ zLsRmsV)X_&brKn_5M!wZ=BF)P&wX8p)@u!3tLyT9jXkCPnV!Qmtn%cVt;>?5Yl#n@fKLr)l!Z++!7mZU>bW8{#-P2%>r zL2RqHr|>8*6zi+yK+v7Hba#bF*q++=UDqEvvyCQLy+_FN)ZKPSyT|M31`!J+DoM`~ zL+FOCqh{Lk#cxZel0Cj<7jbqBrHP1DzJqc=+KgSjP$=yBjO=#84TQ%ml1~oe)+1txo-1Syu()l-OT&*|rsPH0Ch$6Gu*5;4+?k+TyWNf;Eq+S?g(VhWmL$ zgdJ@wfpk=62_Xv(t)9SMGW9pfOBH&-51f|HTVuF%k*2ZVO3$N?YLkC@C6DqP z^Dn(^jWGOE!jJrDoL%L;!!KXJl>hpD)hht}$OS;^o2}bE=Ak}|AKf8FMqLQ;56w=6 z2DP;%8nwcCE++1Jp>$GBy)Guq0LT+Pv~+?v7in!+T{RDe{`bZ_6Yrw(e|^73)wvu8!0gZwPpP;xsmX{a-1#5pgD_eIL! zpw85ci8tY90W6Qxu4VD%POl@0-HNz;eZB6$5_Our1uq-QfST6gfUmQ+ly^x&snat{ zTpR>#vjUd)R4e05Dex&bKMgxPBE; zPMzLuyj>dKMj&-#pHuQiF#McAB->|ggseV<1^Ro2yj~Mh!@1h1<8R9od((1d0nRTBoSoKYg7Mt<5b2`4+ zlR2s!GEuA18+gOJFcw$MzKR~MmNUPgF}h+hmn5MQjkI)JvnThQ03WR-2I(g*JuaSM zKZ}0nJhI^+u_$Nj`^^$amvy6X)Tw$jLw+gd}aZ#|90BjS!los;!M_85DY z?Y^$Qbv7pP{uhPS5%T(waPFC*Pa_SU1V1}DT?~sGZesH^47wz0DPz|R@nkO|PbsZQ zvR?48Nk?vrG?3~4v8Z?P*btrNTj}5`vx-G75@;)HRQcyvEK<^?vyZ0Kr9j`gThQx6 z<0wx^?U{F$p;w)ew3~1W(7dSoYF>;bkNJk(QVS;=F4ByF5;tz>8Q|f525N zEWpyKJLHqljpffan2lZCHb1jT>7LzOD!E8JA${`frizb@W?AvUW#S1n8+Cekw_|(| z$riATk1R^q6$h5_Atb;u-jE%9DvsYE`ytDU zj%>n-O#U&k>V+ZEL9r;tZw3C&2na^gei;T5et#5_i3MWLDxrz{r@Lrk!u$P7Ky(;^ zya&V`u?sTdgW|fLT?JvlxzV`a3W)i`kYlWuw!U+L_al$pMJ~P(dxyI?F9l0Y_W~~WNgEqVoKY?M1Cq3c7a982akiVJ%V?$tUts#!#a_pA36gZKH#)sOk?nN z(m^p?F#{r%RIwSX8$&uf@KaSOYPu>Sjc7UWiv`rllnp{z{PMSCXC)haozMQRN!cm9yppLe8>Q8?sbg(`O7CYZ)PlP?_o2oWC>R4OI7?Rr11Eb zaaV?%yjgup(Z-*m4J#q}rpCV48iE(W--A{jS(a)DhV-@-fdI1_rXjj7vR~s6^LgPD z^Ns3RbFwG0NtW=_lR6q_h?C?$9v5@{vTla=A*i?eTr+^N2StjxdkHsFF6h`Cu^DVV zMQYp<6ugT^jrZPxiq|woRAe!Z#GAWStTT&ohQIZhdZL%z>q!Qpl#vOBpIogi#j_$k zlKp=O_EH-@$0vMf$8^Ji^+($F3^1)dg)UZpZF5-f{$i*3NZZeA$~qRN{Z%Wp&g`bU z&#U%V?wV(}gtZdurf#SBt@C0h`^DXJOMhp~LAfFLvE|@ncA!V9s_oE1_vXEUFE=|Y zDMF-g)Pxc;m?u+aoxE0RP%zv4Kz;U*cTCIseXgxn1Og}goba1h;8pXE`yXQCPh&V` zqI2Y`2zAymUy1qTutooP|Is0D!P8pNNkd<<4v@6=7U@Yn*~k-7y@pXi6J_ zy)@DJoZ=!Z6(wAH$!I-0u2$T;(IWL2FCAVe;f6mUx=!WU3%1zjU0N;r3MD_?z0D!9 zYq|_IeJcGyvd`624*;|`0Kg%LW!Q%}j6)7VuvEfuVKYre)Mh%bHN?jHzHL-7BszuG&f&&^rmy7#sO~!FjUy9(9$NiB zv}fCbtvfu^NdpX>y^el%_LelEzadnhf zSg)8XvsCHFnYOMo)f`yJ9ux9h5M6%b&D|9|02~qXXO8RR?;T#rG77u+AnAojPzTLJ znQG^>DgfXC0OwMmpW)V}QlHKw@4X+smCE#sb84_XWo+>J#>hYIh!KNEPiRNF(KG+P zzOK{Awo3?fp-^nsh%V4RXJWtcwezk+8FnfY`{+-+P-jK29aWe5<*PgOUH89}NYh%> z^LIMs-Eub?uWAaoj-56A%&BDJhlEfJ?>@;ebo=8;ESvY`APyc$dm&Vd}ye9XXS ziX{`noaB`!jf2<%pM{PhZ;4v1Oe{O^SoYiHA&Rh5D}jDq1Nxc#$I9fgP&%&PmUv_2 zEu$2nl8I_g;u8D7vWLA+KtHz%P1-X88~CTg!vQ?Y;C7&-pEUnJ4(xxBI;e?Iv-+P2 zxP8qbMvE@;f1Ql~!2?$4zvk(GkUAv()!aXYZ+!pUvEy$ij46_KR4JkH7Hbln`5q42 z2p8opC)=ncI8J65Zulnk-&L0z2MXsz5A4yaGeqUu|4yk(6r%3WzF#!>&2&tn*M=eb zo+_XT|J=p@NN0_F6S^{9f=E0Idh&7(-Q9nBu$)D$JUcq{l1F#$f|jJvKy1z&8Yqnx z@&A+O|I*z5g;epkCqr~k^5~wn(bE0@BAn2ku^NhvqlMN4^E!@04W^QpS|1P!_0R-? zE)*f}FM$e8&_NTJx-PfDvQM?ULRHoli#R8`G~~(!cRRd-as>PyJ0=M>i~#RLoZ|{G z^Rm(KNzf77U$*Ce*>0lQo?SK)RP7B_kS;LoG>|s zIb2v^F%mZu?9nG4LW=7yC&m~w8p*w19hFG5IVqBc+CrvYuXvfvygsE%wP;#;U8Qv_ ze6PXvvz9^${2IAy*-MU)?WDK^6X}j6DAhDo$Wcrnxloe1$w8TAMalI$eO;OAwD?9u zcUTnpC4v8(vEI&1RccHlc)=Qsrb9P0Va|}StX((Y;^|kV>HsP?z3KxEl*hVE;IS^h zYzc&vLl}bSae$Y-hUsE@3?*LwHEonTIJ?M-SsJh z>Z8#>;NT9pz7s^bzRN&)+d*GBClc#S8R6v=8g0cWS9f_V3019(&=!f0}tn72yMN!i}wNLx=rcve% zo2>jjJlOr`1t=`FOf4BVzg#`R2II*L#e&|I-_GR*EB@vJ`@!5%+I8a7KIF6Ll@z_FH&-V{Otu1)u7d1e0p<&`tfiN6di( zWNhGoJa+J(JmL~Bz3a`VFmLilhpKkau&}k_HOfz|wu6nU8|Kt&QUoG}7 zQInS~0!r7xZHs99McA!_&Yw1v`dOQdKk@r+A2vLox^VznT^scO z(Ds&LaWq}KC@?U%yE_T)?wSM%5C{@n5(rLkcXubjgA)iAG`KqihX6w$xVtmEndg1? z+241)`<%UhoF8@1s;a)LtC_yIr>kqNMYC@ARxJKg0}GY6eZ^X5!!!%k%W6G*?7#CB z5y+EUvppbEHS4ti#9I|m_~>;|49Q23O`kHkF>B}|+;8p~aC*N^Mo)PU2Dvdmcoq(w zYND1|cj+cv0tAOO8!$*Ua5sJftsSd+eYw5lAAZ+jVlW@{6VC*DzG9f_<%J$G_TSql z>p-u^{qJQ(6msGn5iZq&&)!?@SN0j5!9Qg>5w*UU%CM?%=cUjUk^8YS z#k8l$lL4RZ2ExS;*k)qt#cValn);rn9PS=+=SZAJi>>;{+l8X$onG``*B^@I<@)bb zqrzjaa)@v#k0fo8u-&yX&vRO4)^nkMTib$Ay&a+kgU4;SKOe`1@8FX~r^hx_6LC{k z8nT;uuG<-#M^|m8$}_R8)eHp7>x%)#AKj|vFbnCsl@RH>@5{I=a}rO6p#F+dTS!3V zPc9o~1?8L_?ycnZHoMfl#SFP~j4Q00aYZ%d)w`|eb_tKv^z;s7_LZ4GK~Gh4SaqD# z&u4(G+Bnc>hAcbfsvFo*aFo8$d|V#sA`4`ix2InvSEsC8y8PPALV+Ch9HD%Wj$Ry^ zc_K+thNmLdhfpMHu54U`EVgLckjc}KNt@DVBP@rOn@&dw(y!rJqFvFhyXGG6ii(r_wU1zlEvf@ zM5t<5Kjs{GqY?14)^kf0m1AWXQxa1a4ows;@xHTW z<@~02`>_=pNsG$0O(D3Ce6G=evg&_N{OCDi*Obu+PF` zl7ZD_y?7(*0T6rVWk;&xtN0 zYwCd33Z$qk8}{<*q)>4(=GqW`tv9u+)rnz9aVcV+$2x=Sq9YL9v`V9i$(n*$mElt~ zah-DW-$A{K^)Q1v%KZ0J3F=ioQK(919!9YqF&7Q&Q?6h4ts%yS+~FoYXyjKKX)&`k z#jJ8C{YIhUZHl3s+xCd*r@t9{Dy!UyM;KI~xXk0S1aFIDl0i3cT*A@^z_5iG^JWYU zJDsDaCd6V6pzrfBLP;{7vq~2Kx!QbVm)m*_MN*y};s&su< zij1x#?@`5tm|qoA_*G0thh?a{n5}LN7c|8#W@A$N+>h-IGZjZl-gVTQcVP~|f;$JW z;Eu_?@B0?#;{NwiNeGG!V>+K)J&()h2qRY4j*2!!DM=<0rjIDwoL>dO=T(ZbQhvCt zw7GM~-ga%P-$Wm^-#Et|Em$nKXE*zmZy4#= zv)dh0K{!q8A5tF8*bg0h?;ew!wB_#~lgzYx0etVb0hP+z`30GA_{MsA1v&Q;vm0qA ze7LhmkVqtVF2cx#7OnC&KKxz1Kn>ON1@jkep4}LAsz`QQjm%q+VKzKqm@5CZIF?~D zvY3!zf!2Xgg5PO*Xm`c5mn{);v`{_UwhyU`zw%>;N62d>te5#>q|LSH9fGPbuzN=T z?&Tgoc~lJi1t*!2D83itiVbE-F~1ZI$$@e3(xWw&(CvI<$R#~uswfKWI&=|)7`X9p z&2&f2P9^o5wlnoQ!UdEm{nwFAN|FdCK{Q= zmv0=PA}AcQ0U_^?FHh=lmO?^9Owz|jliZ2;*t}i;#17S>v(0yNxG!6Z&#(HdOMV|? zA5JAe{EA-|mw%lJ?P=CPSXikv6kHT}1&79LIZNc)`CGpABgl}`3SGjzy+rV12fBi- zG>Scm5pMwgkn@%`lLMRCknk>KURmwF#LtXZ`Xv7`W)!hE?p9C$KY2>oA)8w;+p*Lk zSDBX>Y{)d>PH{o)+$yvqx$Q;Y=wQv-*r6}0Z&^Xh!8fad5$#7|&H@$Le{-|d2|iLX zQVN*r8xl27izsxm3dwf38$e}R^0l&d?dmQr8VTlwM8h2!U3@@vhn5M_cid^WlESaF z?*hBZs)e>C8{v9{p`C=rNaXJ8cp30Vx~9CV&l4~)EKfdw+{w!Y$vZNPS{I}?HaACQ zP39PfF?2o*^MFzp)_9CRQyPNzj*fXqOax7;I%mOH#Wz%4#sL+Awy(=ug9A=hx~h1| zggai23nM>}>!B-Bom1VUUNhHW&_vy?}6S(>NETQw~pev4$`d_ zA=t4)AK8x`k=C25sH^V2fVu<^*L@&7hc9B9GY=6$@ciFu?FfU~E)n|Gd`s6RpK*;Q zOZX2m9a}}=!S#OkNYNzwv1#xI?rEc)N^*8m7n{ucUMX}AOi&QI7s-OHsb#OMbnd^@+?BL$GJHdLA z9e3ZYae&Z7XfCIp5{7x!~sa^!DLppeNH(e0RPPH`3 zb1il$?iuwzsIV~el7Ce(ANl?pm?H%#Vd!=mKZGBEt>tZ=B>g8K>AwLGn5hVXz;>F);f;o!vc&QhQPRTf;8;M#F95xs0rXn4aurv-HLxEq4h{GX zfaWfTo9q9gWtI3iJlwE@o=&7pANXkpgf;E$;69#T3)mf=GhHQlO5m1Su*?HT1H2)i z)FsM&sl+i&_r*=BS_)o-m@v9HcKhl&wm6oA^DOj#QS;kGua)Sccsg@~g6ttd*N|^U zIgW-&rfN~rH@}~fwe#_9AO4s^|H|)5>+|Uc5EAZ-a}I$@*Ha{$ zq?lLd$x93#Xe$ivL(7rQT;H+YU5`Mar~`auTP4S&(TPh)@rY3PFU?~IVK2US9Q#x1 z4BrrFcP@(`IiWg5eg7Oa)A6b6(y0_kLDYP^;m*Ejd054vw}p6M@_1gvfhTIPwI@A2 zb9Z$mZ}M!47AzWpg*!j!^zt!_FRbl*L()e4wdkwZcnRRaygd zYNrSUsV{npR{uW@fd}vAk7P;GiUhGSettKdv1)n6A{`uZ=}6L?n|p5rjF=2g0D-nDc6cU>widUi0iGzX^y8J zMQir9{bA9yEA=b5)?34lM%yy!NxX{I>=Ts!CV`T$-eb%cT^k?lN5O!hQ&rLtN)^~~ z9o3uTM=plOwO~?k*oFd`o=Hk)`$f!!yMwROh)4GcH%@}<_1H8{5j~d6_A1m}>*8Y+ z#WN~OG&Ue|Vgnd^y9_9~TH>HVsT5V0?ZU_xL55}fzjD)9s4zWCKYasJY68DT^)_@c zb;BcGfQ*vN_zRerfNkp?=5e9ky@AN*ra&(4>Q#8kbaxVGV>C?6q)t~MzF<2#Q#Gw5 zX^bJO|HbfD5F+}ZkB=K<`c8<5Nu}pwkm=&3K)6do>@M@EAU}9H0Jj8lF;dDPuY!Y) zP;pxY`=fWb@|(QR;WLC^B8(04K65YuhJ!&~NcbFKbl9PX4%mdwT$_u^O6*+<=zS6z zfAsf&5RiPKlpt;sx-)*>Pbp0L#AhYI?GR5*#iP_n`|<@Gr`mjr(G?QW4L(#$fmuxl z(XmA$#bZj!*c71)w-3nC#*j;{PGLhI8PtV`#HDjG8T$8x^|xTX#*D@f`+e`SVsps6 zr>1JBVY`AFMu$`XMz3ag*y&}9BoX%Jfrk;BXj^GC@Sj1-UiF>2SV6-xU%!jn%liCj zjY@m_^;hCgm2_A|@TK^LCpQ!xLqYAugMk7Cv%<^fcF%{~l^ArWj(2>7-^OjxW_nK# zIKu5A0)yx17N59arEWlIpw$`|p8--Aj#6_(X7p3x)*uQa=>8|si4=n2dJG=vwRXP! zuH`Fbv3Q3$I;w$2YeMXTrMgJunw?59$n;2Jx;stIW8|63-8V;50}}I6S(5jkyPgl@ zDd^U74VX%r#P>#;sg*|bF?{$$`&hcP+waJO+<=98Wh)7wCGy_IL6tzekr}wpvf!5txuZ_ues^{A5fO4*5O4$<+e>56BQe7p_$?gh<+^G_1k#FByW$-! z`lEckWzSL$j_<+WuSvh==sqRM$=M}_52)bbHof{fgg2p)BKZgPEy1z>E-ymDQW-|T zoK@7aV~duaobBT~L|Z9SsSB+foR@?n1bZcpPGFRABi#oniVX}LV-ho`<)F`JJ z6sUS|TO*H`sZ~9J@Hwj(I3es``DbQ(;M!;TimTO)tF>ce0-a3#ypps{YY+s`+CJTS zAo|&f^cbDFxSaN9A|QN|&+Rh|{IAd@T-n~b@vM3kF3VXL!3%L~060TV4_{$5rLlnq z*>8BFynn#{(MbKF#J_tf1N@>%kT%a zn_?Qyo0;!8#I?U}OghnVre&YGH=Sp?M~-B=0mT(4F24)64`;JqI7RZJ^#)O8HI6PjUkBFGf|s zCE+MGf!HX$K;$Omz$~^rDwBmYYI743BJ*qM{?3=}OU9LMo~4~3gXyoOr8IRu=>Epb zp94gu#LTpAD$fx)QQu0p2Q%ETf5||Qh}{Gs z-=tRQUs6l#z(bY8*?V2WpjoUiO2G&SY&oE`FOtp~fkkajU{TxWRV>luvlma9)n8q` z`o-W4#C?@mNS9L`R7oseRS7I!s(6XKzMC5|E|+(g`S(;^*!JBuhQg~ugqML(xGa~0 z(l0qjadoGuqpG#4toF-GdM3kqLXtU#)*BU>Ircw*p0T*w@%I<>Gt0jz!#@8;I?OEb zK}@xq2^xLsM-~5nQ-2k*hUl;T+5HrL-n8ZRYt%w4T^B6uy!3j~7t6s`WJQM-e? zv&dV-`*@o85@|$E+pC5)rz7#)QblG&vTlFy;>|R>)C6?T?KErIfpT&3;VsBl~SiC%j_FaeeIdDwfQAK==b1BMcYtoLZu-+$^283TRZabIM zAZB5$T}%ed?iPY4e~ULIvfu4P9YxJ>5g5@5nQ2f>jNz)gnbc2Rdv!%wiXJ*^nd z-q4>@6=|gf!6+NA#RIiX3)%}Q&mE zAHNB*+T|>Dv{92y^uwCFDt>2gSiz~1`Ky#cmTr_03VG1jjvDqFbJRr1W<8H5E_-H%M7CQR}&)K#9P4=DQC&8 zT~SfEk?|R~dbsqQZ%6y^T$0+51w>=t@4i*29ryYV#`yjo_);Ft{~QFL-T3n0KoLWGTk28`5JOAI6M!U!K=gi#nF1AYX1 z7Fz(6o>NY31Ll%^CpnK{>|5_!McQ%i@L&uOc5XWX!umzf6JZa?&p3iT4FoIFXeYlTBxBm?(a1HQhvcNTfHj9C40FT5ixCvmU=hWJ(PWj(R z-(B(nl^;j@WL%O~kOcu_-`TcW`;Pl6AB%N=j?O{PJz`_52~LODc)hVe&S4?hMaoG& z^JUuQuz5-zKJyjYsjz8Lb73`(D$46Zn=Q@mfu+lqd6DE~MZ#%39_dsyd`h6-Om3sf($;76YNqhk;VI({ zEi|+q$YJ~TH;3!z-<-io2B>l>(~U(9-=Jht;j72bY$}USt&c$K!T3{9ogyHp&I?7z z*oAy|`&A19+nc^trmLmX;s8mEA0&;RjHfz|GLqelu^r$k;9vXmcECFz&BGtU=>>{k z-(wh~Rv}=>NOHwZU9npDwtGvpM2&;{IYh__e$Lx)MdM$y5+`x6kY|Ra+o(~|)pWXt z_k;hKbUkhT125z9N!f*Otc7!q;`2i9h#{+g?U|Cgsy&&His#Eu8DTKrT3pS6$jsj0+P z*HlUcNDS_b*MGL9P?aQ$`FtaLJO>@rYsQDghZ+=rg-+KO&{=>tjrt&bk{(VWX^!4b zqj5b~Gw6@!BYY7`=g*^LgxFiG8u;mZL>TeOP7r9ru+}X1{+mXM;~PH#41%oJZ;5{G zXzF2#Je6sM%-I~_gm!S?S639EQvvhs=VEo)x87v@nj6+JizUFOEU~fu@yrqDBHH0ERk~wCO&1pz}nx(4l!ZSBO4@UafkX?vS{{8 zxf!sL-z$Ii%Lrifc;$z#oj-PXM?2V0t5HCx)75bgV#us`#{BbNR0&$K2eztPD{jiJ2yoHTZ)@{VJG$U}(3E>n zw2iL9q7d)$%?qVFB({2v;Fl+$z+g7rr`bW8{*3C5-Dv#xM~bIu(OnZ;*(&fTRE)ml zD6M-5mp+&3k)#y3CcBn^5Py~E*k&JMs5~YR-YcS_Y))3~F4?0rjYqiN=)h+x9Xx*u zvGxYx$5HoXnIDbkD_0P+2Rw#rlK8(VhEZ(9^NVYUS299G_ zey46|7;MT44S@Xqwe-5X<7mgyuGnbx%9*cWisRTzc9aj;M zuj-bwXbgONu}X7Rn?Ga9?UmD1r5(YI;nE!N?~eVkb83-`TMXnX>J zsPmY*NOv+u8o<>f*%v?SAjMC5i;mTiToJ(J$;lnl8FYvzOx*@Kfz=wK>>pOT~RY5P&EV%aK&#hSsaDG4> z>$jb}W$pxG`BuIJhY7<}^M}>*?fql1@|u+sAAxo4EUgo+p|3aUjkuMT;Vz?W?#6B_ zfynoqUp)h2=*o!ayUno~s<#CEyD{57oU+<%d&dBSceZCqz(K{gCBBNx8d$Hv6Y{Az z*&yle|23Q2(nogSDrpK4&fP4MLOI|+cq6llvXjhS|6J{0V!C5CQeLc|BT`IB zufM3f32W6@&5;<{hB0#w4hx*+{276BWlO|ANcx$921Vr*Q71)Z8&S2le}BAEXTE}* zloWR-e264`BIPRXBk%y@_Uw$y@Ck(sv#%J=q+s|GhH5}N-I)#ywXaWG@ISYArEO&m z+!MBm9mxp<;jTp3fazQC7YG3GiGkbb?{XK7fr|}@h3HG*W42?S(~u3Z*%8qs&aCxHEY;2!%yer$9)L+ui9{bXFYO-deD zslEH4>#>jLF%teqT>V$N-!V#WUtGd_hsk>nG|M()SBsik4z$P?VVAlMOo}fP&tu)c zsh<*xknnf1>dVVkgX#LKr8|vZ$P+HkxIS=Onenpi!9}vHgl|%FHKi5;6CM7mrUT33 zz`Foodz`297%$ z8qhlVsI0)WWAT*SuHgLOM~{RL+%u@t`z2tkeRYr@i6ytgMn_S=0< zj;GV~nmr+XV(JSXgLVuf7JivtCwy5{2BH>+qo|OS%2UxxO;?*Dih$?06`uBg?TXl> zKMhEJZV@{XNF*W(ar0mLZpgqz436x#q_D&T(*g?-(V(DLj3r)(n>}W9pYG$??*o

    ZW z6yk?YDcxdqa-dPJ=7V$?Sxv4iCLr?y%FfY?;Zca-%?Mi$5uT>-ON9!4-Tsm~lqe{83Yfj(2%t0Wu2ywf$GDD;=txUI<&zx26ypErdd#~hW24eK4w00_?MP108N*kf z!ce*;ZL8;NfYE%dY4u#jw@`p?6Oi=N`T$f?>Gs5%aIbi-e7aq2E3;si)ot8MbbbQI zb~RbtYxFv9I?{ZBB80IHv6J~Y34h;Pxcj)$I+VwdcNq!M>ejr8N>=Q6aGQ1SSN8LM6R!t*gb92NGI4<^MuV1Pf zB@Dqv4So#oBQCDN&drg4%Zsu^cg8yi!1_u*@!A=@82-JMuNpTuN5Nm}#Pd?)3!v_J z^nT=)tBCPqZ)# z+N!mL>`5OH5v`?0Fb~@;(V&7Hqk2p~(-2+$>3fBK=a5kl;sZ!{AZERMn=5=kl`48% z_w2wN7Y&a0J9mou7j3EV0mch~IPbMjr)WH(@?Wu{u71wIM_rN8u&o>!BD1Y@i%lrB zJLmr4I3wYk<|Mb%4r!Q)=?`uI^tyaFOjIuoyTvwqyiXPD7ogYHlqI(MBCA4OBJ+y3 z?~oC@)?{b7O>1I1QH!+fg0SVj8#@G)#%Kp2E2~fhby+x&dcOq9&_-9kK8N>fhk({i zeoU=QLUifg$l5^6aK z)i-LE*o37?4qp)$40KrDR{Mjaf(9cq3{KkLqC(C7Q6kDJQ z4eK9+d9}+uq+c(98!zA|#y2WK^z9`$>@BPNvv3|A_KMKA;e$WXs5E*DSDD}P7CPh@ z2y~_<$Ya9&lyzPA3o*67ubi;KLyx18{){`*_2nk|z$p3LXf?^KreDn-5YRhGipyprNzZ z?|Di7qzrxF>LO23;qF48X?kZ|lb?GxgOEgtv|LG)zW;pNx30tdh4j@oBqmX`W+Qg4 z1@(ystAN4Sz(Z|xWmf{{_WvI#7tXNptAQzv!lq>Z&y;FmQ_6Unk~1kPr~bWwJ>n?( z&U~-IvrvoX7H@S(qJ5Ktx1I{w^brl^k4Dx(2guq?G~_ZhH`xhUQ)7(P>(xFQRHsa!kcdz-IIZiTX4?AZdg)oj$0kC%K#Xy>Th*gWtv}K5w7~9 zb6|+znCHtG&^XbUCZ%t=qC~^-FebvIu6Z4d0gVMtFPhcS$u?E7KUoJ_stQ+X5^CgYc5NDM;Y!- z4JUU@hR^Np+albG#oT1Q7Mf0yo*8D@-T#dst|piCSlc-2Q_Xg_A9Wf&|J8Iy>}xnV zS0K*lqq3+07!UlIe7+>|tw??`hd*V2;B{y_+=|&6PU>XdD?2~TTT2+`BNv=uchVk zK#A~gEQ+{ULU7F@kr(vY~1^$$JlbOauq#z!~0?NO>U@V~io zXOWbQAf(3WQ8Z9ybhMr3XNizjt?4`~a20enI-KCRNU#uDNAgPi9d`1UAGpt5KJuzr@s42=jD%I% zuU5RrZl~_}dh7~qNs%hubp5FQYZRdn;Wwkg`(F6Yz?(TaYYlBjnJQx{eqAe#x9k{5 zsz+--N?SP;Gluqn__aSdWHQKhA}NtH3Wt?56nCY=M0R;5iy}Rb^FnW39n{HXgNZ)J zIfy9_(E_>L`^7h+19-;23asVQc>9KrehmzrXJfGh3?7B5Jf07ka`K-lzg^enn_g4G zZ^f1VU|wfqv5g!pm@F#i1!@vWXkXTNOQWBB>x!?Hd5mht7|s~oGR)h0EE9j><-bz! zMJ50FsxRlZ{$Z>Tcr_oymqvm)c^~-rJDTUd*`GIYseuIZ6U3Bn0El`|bH%O@wA5e& zRFLU`#_3m1QNIK~ZX&(UxA$axt^kqCyuv(wc9^=*sn)*JXJiqGrrR0aHIckblG(+BGWCFeBJMK5ZimU?M zWj{;{P*Q-%`kI5SNc4Y&w#Wh+WNoj-5uUMzSvViOa(3^#dgsUGt}ypq4ro{?c9vk6 zSKAZcpAzB$J|U)pk7RL{(NlOd$=|sGu?2GjvBjJasoghGB#?9%9DZDf_aqa=QRGdm zCD0SR^A2`tM2oA!O8ZrMaZ5|3+tqzHjF(N-_D2v+Ox%0j8HvE>ninY&IQ%!=i|6O{ z1Gs3dwvpIbwxKS*$=k!YeMald>3;;#OTxIgPx8pwPx89uLZ#j+1a@eDZa%aIb-sKV zArF4RwnBQGOj%D$1bIV8l$~myxn&oCZB4F&ANskmj&q6&{|X1NF6@@M@Y}C~f=rma zIf;?GQ;W9{p(Ed&es+*XWKD2BBk`o}eu)m`c@UTvct9fG&v@+Vt8ye0MGDv23JnNS zF*Xgdbg?55BB}R{YNUCWMGn4g|JL7Rwi+Gmt2p)2v*zaaZ^>+%1Z-eg^CdF4dSE_W z-V;DM2i0Y~vU z?rF7!HSQ^^HEk#S7#=OP*N?5DfFS8^1BxoBrybeE#h-{lym>o-e*G*x;A5GY+YH^b znb#BeT`ch(m%=gT+p9u@z`2`h$bVOUtg3V$RITCyVEjNU+VM`-)xWN7^-+?~q+%!g z2_{uvN*dgv?i4FY(mpuvJS)iIcnCh9D$I%ZZ9d1JR88}hx!srq($eeS!tbOhNzy!g z+CeTb;&|{sA1(CBO8q|vH7G%7A6$1t3m_ao68qnUNAbQtft2?4X>GE% z2S5`0c7t22oqrwVrRc|jeNAme91wXt_P3r6#TC`*C|unOVbYpRS*>#uZNcy6ZVtWC7(T<6d!6v)5a#FIRu9p|Q=7 zXrroGJEp;<5Tv21J#)-}OTn8%RbzF`fvbC?N^V>Duv?fgy*pj?!+7Z#+;XoE!i2%n zv#KPkrDqP-_h&2rLYV3wI{>Qh4k$9Q7@)}LRDg&hVFMx_81|(4K<_`Q?5A)=xhZQl1E&VNa^>83w3+Yd4_!D}Q7h=Q}6!Jb!9SESWqQ-Z7vJGAzPNh z7ktd=dTIe)&^} zTNMt5f@Gj+@(k3Y42l(ar~Tme6v|%VP(GUMBN4Y%fv$PJ!WW=Yt{X*CC!-d<7?(@3 z!1P=JTwL)s8t}!ZCr9iZ5RvAtQBd<@PTeuAXin*3;@bG?j$HP(iO(>w3_^L{g7j7r z>$(N}c4`l9C1^|#6irwIoQ{KUbG!*XR|2?zH27)YN>wi)(9HVkKlHUQ`^BVj5g{#X z);dS zhvD+2AAh-^@FW7ITo9&!re7ymv`n&^+orT{4F2m3@XgvF;FHUJtGqoT5eR|Fychf~ zAoJS5{V}2Xk?fVKgd1quPke!nx&zNR0Sm)4p&B>p9ITUKYX{s+qi`v}Hzf!H?$%-m zhMMj}PVw#0z46TaNPqqK&5(a9&{LPNn zm@u@#ugVnkMKxHr{#*0?vUQH((9JNyJ{@Q9novmRHxS#3-MCoo_qMfB zZ3mYC`p6X9s-Kdw7+Kks)zTQW#6s3He4q)_=2{~e!3!) zQ+1mC=-{qRk|=++H&o#wYDAR9&(DC(&(??yTCb1RUhtM9OwY(@%M~twzw<9V<`48D zG)0GnSB=pfiH4{GYFa>10g4Mf5iksNl*R-qGx;*Kf zG^MKCRRt2g9mipi%fl)9x-k`a3&+<8M%pGnR4#zTG4|R*RSsXhB@MRf{kIF7L0%XX zBtoXEBLNy+1-srp7wxUxf&C2!lnHcL$bVUp$Jx@{SQXqq%t~I-^fVa7H>JgL zXwO`~AnaFwdN-MS*j_i%$}Ao6lwF@u8iNaKQ7~M-F_xHp^aA1MwE7zecE5A6BP3a= zO{K5Qc@X+!$?!wB2WX2lE*=>7bF!};hMj%zqbnLJZ#v|M#s2pu9*6uwldzu)~;(@wQQTk6m;rK^5LczAxOnx z?*~aT;FdppL`Y&2qv!jr!`Oc5R1^uEv7QQf&NWZj@Y-71LsGK#UM66DbztU8iSqWh z!RPq5R;E08l}s5xEn*

    dU>g6Pf_`XEhb{t2F|vnxSB;wcynv>#JM@pNoGL7j;rK z*-V_JOhN+%(g_vf6!>Ll()Ut=2FhUPDSmbEG?$#Y|4FKTp)4j~Oyg`J5L@)Rxv!pehg=0QvryiC;ZY20D@u3XwjN>v zYIKu%Ur6P0LrCSM+#_Ft{xD|n;TV4U4(?I{d~absx#wt&#}YpP&s-op6Br23MAo1c3G=`xqP}R<4thRdU?6 zK)r}_^d-7BVh7fQO8*!7y=kC%*t@b|rfTO@5qhM_dS20o6@A-TZV7LEqmegpwkLW|z zNrc_LNj8-~J?_3>5av^H+X%!&%;^MYe0AA0VE>qw;#LROVnZ|DY(p~vlwXmYvCu{h z66f3@Mv?g>AxyY&myKa^xNP#SG-~Ko*eY^^P0+!-(<9XQx|5wV|7!o3N6Z}XyqlSI zMQ^phHkp{4z2iD)NaM2H+vAZSai#U^1bO92j;8j-%y@FnG|kpF;+D7snj*Z-sf8kU zGwrJ?N2?OycMAXp#$A;pH@8g>(WqDVYa3krZY`SxHxu6b%zJ9X*q6#}A()?7Z*Q+R zox1C;z5cwr|Lws3SV4#O{<{gT=^x!y^&n*P?_U_)NyUN41cIhOthpGvX+cDXC^bm5 zF;^ZR(Dfkn7P=Kab;=9fQ~5Ri8G2E)ur&hp)cEDJ>DRjRSNN=b#b%Y_R&xIu!$WI> zH}FM~9}u?PlQ*Jr*RMI7?8%XbZ}eh_E>P^7%qCNm=D<=Hop-2&O&rDF%sV4{F-c_T z9QpY8AoQZoD2l|0)~V+@(n2n}(p{nFI?%%Tj8`7g8+*)n(IqRn6n$X3u1!96!I(>2aI( zV(Stu6D9gZSw|7I8f!Y%1YR`;4e+SsZ)!GP2db+_DL z`FKwyD;f?y^GAVq(A%U|pADaWq3@!hO9!k+qF`T0_KA@nPeWzP5s8qm=#<~XU~SuJ zn_0=sLnIf$o^P@L{V&kYXYNPTXY6Ft0^vBBGPl7U+QHN6pUzut` z>Zfs8E+TPB<^PxNvm$LNq*m)JL$>VT%v_*sD-viE({~c-bK2U8jyP7MS|pDpdopM;XxTlj7NREL#JY#TtNM*Vp)k*e3q-WEXh8M;3r&#{&VKR z=Q}!yH|Ek-Gn`l1-Q5zgv8s!oUx2(!10eY%Pn8_w!o0pb{!mv8e$?RWOLU%w=5_<0 z%Q%+U>^;3@h_9P}b#wc2*QMrF!(Es-a0A4e1FSntgudO!OIE~a;1p$dcqrC0O>!N; zH(1Wim69dxI8<+HjfweVgV(~-=<4T~TJX<0`t zz>cj%3X@1PH&h6UD}w@F|F=>8X? z!(QfT^AyyX9@Gw%xkG8B+ueVcuROp=@QuQ(&Cxu$85}I2<{h3Pf4k;%jO`-puNWmJ z;RA5%v{&ykJ!F-^BymEl{R_P2De(Lly6=D0z5u2ZTH?I@AzU$x3@}P)#~#?nB9E3J ztCx$H!|+cR>;{5eF!1^0CBD>&Ft@UWo} zU_&9o&W#K^HyVt92_vAxfg3a%a-f31G^t^j^9Zvash47xeJ>$T-_bb?Phofr!$TPE z!*Cad+c4aO;a?c8J)z@j&ddWP@}utmf$6&ny#nsNoNMUQ&G+Kb@9FOQ425U_Q`r8e z>lW74|4&yFtjqBjIKu%l6#43`A?J>IDGB1Z|J2g|h%C6_mU(Ld3{nd1%(?(>-U^A0 z2cMxk1ln&1IDdox!@TY=${`aF)G%xFMX;A7&X@c#gQGQ#gG@;ikjV1V* zefGQi4+!n#>6Uo!i;7~>tQ=(UxpM3XM9!#x^*Y`;rIF}4`or(IJM#a8cLcYLSOd{C zL21{O)0{X~6ls{}LR#M6zaaEJ`yZUWbzB@xw=Rke5L^cd?ryh}N2E-jt3zdZWe{%C0l z!Jp8J%JcNcRMS-efGGffaBY~}Fw1bz4-t|{4XNBF0QI4rr!(&C#s9-TenNYk8@heW z?06Il@(ELNw9+}A&>55ma6Qv}uh>+r|u>U?^NVqg^FLEzcC3IkH~l&?}_L?15o zdXMVM(AJhxO;y{iu_O`8gpoj3^z9e#26dNsmfA)Oc?Q9WY))f#}s zoZa{Dw`#-rkTgrwk^FZv;r;jD!uuaC!sj+#-hx7J7AuiL(UuN17qZwpHk+=8 z?3SnSvc)T|)&`5Hg~L)AGZ6 zr-Xb+e>IQ%f?SAH%?SBU%Y~@G$-4u;;7%h0#@Bid_cz)^W}&OVUH4$`}4@js(XB9jAj^+NIwpH%pwC!{mS z;@4uYL|4TlO%YWQ6* z{JvrGvRgO(ScEGAtM=wsiPS6|_FYTiM+OzFey@?1!&3|^UJzm=2xt{o{UpBXZ0n=T z?m+DX-GmDoW>=zifvk%sDE;?JWSBTqmAY0DCdTE1Q@(`C`&nDl$qY-ikl=E?BvP-z z!zFQ6st77CpO1|+=0U~#hR02!5SD_GA)|!wV#Bc^yBCG+(t(*Gf+FbncA;4D zYt&QvDZJ8k#yuitsh|*w)ehc|p=c*tJY7g(XF7v!7}hCh6zJbpn&MEV_$inyCG<32 zNeQ{bKwhsI- z3@*)E<`4oaLc)-p-h1(ubI)AdE?=1T(SzmN&b3EU{F2$hef5K2bh9b*2+-(mjXCBz z;34DfRYo5Y7r!5o2sf%L_anP4TNCC##`|+k;JL%Pc3b6VoXdUnz(^`z3*%{BA^nLM z28uh}={?Wf*12z3d@)fwN9w5O1-!VWsF0;O-xsP$({O8)Bxknl@le|B$`+ zGOv7C$-B(BFI$^>7*j1!nyiv+Ytx& zRlrsv@%HVm4Dk-w9U?0QFM+iF)0tG1U&+Xr1SPVJ9s-lwKafJA_K2Rh`x{8LBiM%M5_df}F^)A4WQX=rlcM57 zf)=@_9Yaw}I&`uG=8Ha2)pvI_@_Kb=a0TUF1=1HD>M0YO+$5w_brK-T1xD88;2NHxj8+pmkH5W?w6G zVP9(iHm4FHqC+3@#5iiiVk;}6un9pTFHHDcbJ$JzE*t?fEmw>@#(^AL9sx(UTZ2Hi zTit}rq)jiuorWLIgn3LWFMYEj7AUhepYvG%0O{)aeF znN7=mk>sS|+@oL@{#&tqUs_QT&3#TZGhne#E zX>W5dL&vdX^ifuwdhL^88vG{a&7OZYvTS_ZJf#^gjUxp7t9UEWzo;X%pe?Z`C7hk<6ufsS+ms$~G8EN%%c~ysCv|aOU`Dk5%v%?oEsRKQ`t>&q z$=9W!oyuskWUlH=t5tvkZcqkBDe)eisw}kVPV3~50H$z<`RzPj>z#w>C-Q))9dF>) z|16wkTL%yd_+JPbhyv=jfIiP9>q~urGL;&$UiUrS_ya_o(E9r3%c#%0HGzn=qHXUZ z(s^v2sDYXPYo4Zce%|dUF8y=Pwx!Aah-c0#+8=Y#yy>3yvibW(z;F6Xw&>(j!9~5> zuL!^xfh?|-v6p&VI0@TBStVL}^>SU1&RgXb;F$6Lbs7PV-h(EPrs2UD^GH@1^O%nf zcvA6T^m#L9w=n0%5|242<_uuk0GP`+c$(A)oc(&bR&V{l+xu(!V}qwD{gMcCYMVx2 ze%@ebRhX(iYsdY1GPHfyTHI10GAWM^RxsdPB$?DZm?dCXCGz&cY?Uo0+5QJv^T z-fQUf6rXA1Y zCH)DvE)8dqj2QBp^^JtSUT9czIv$WbRo#Wyf38C#E|eXmeFRrePa*#UMhe6?vyx|H z*puCLB0C$m$?e;Z5^jeYmz)xv0i#(;=!iR(-aiqn3j{K0hB zVEPHm)r1cHr6b~6m+6tLsz|J(kCxM8i{FzJ?#cvqgXo8<8~FNnty<#C7eBx5pv-6f zP`&px_>{SeGOxF+Wjz^zeEdSkHSneRxRh zm%IN1dSHzQWH+AQ=`c{9dj&lmYdt)IeDNH=r2l)UwR_2aZcS;`d#?4gz-Xzix2fyC zPV_C=LH)k4`DFe6@s0!ReT-YkPVXG)5?briE7`tCaeAdc)X@YLjaO@+G*y{1+<@v&wD}{|{KR~LtJPA@V z?*SdlXMUrXVtijzOCq#i?FX0P-R|{G_wAkTtwnWny2-UiPgmrAJL1i5O>Y<50kB4H z|Ae)fBJ;(5#>UC2+^oRhMt4lDebQhArPUH!GLiUbs~!huk>Np2TavU04tJ~557Vj* z9Bi48O2Y%sYAIko*d!=b--~e%SIw(~LL==9{zXbEC16(liq8mtkq10j9Qi_iEyKf7 z0dcBKW9+;AaF1x1QG0-a^C~wqhMofPBD7d68%8Lyti$Tw7NULR%bu+LR;I7fEC&7) zkU7@|O#CA6Rd-fWEn&e{5BZGmMBgV6``Dufc-6mk#JpH|L%dgAUp4+sR+AE0@f4Ws z(Q@s?+8hcrMn7ewAWYj9KQ6{kaUX|Q6tPBOp!g1tAA|NKV$icy|9* z;fnCF4t-7Vny`j3A~t%jpC%XkfPvK;!;W!~g1oWvqznsKakn*WHE{=+L{T&!l?$dj z(e4j>P`$1XdpcgS&dDUV3tFdnopyzSp^67(xwnGTqy8wiB*)F2uW*N|XCAdi$pb_c zy|uE5;vs}vfL_<#%f-oRNjulQs*m)($^h5bKyW zQu>D4UW)%jYn*(ovOkT~M;X{H`cn-;jelk70r45G8d+JhEI}`eJ#KgPfPsu-`3d-6 zp+~|g@+W0I!;K<$2idIE_C%pvL7g2SP+}UB!RjL8STT;<{X<=j;Ew{iS~}}F9(KjR z8E7*Zm`OnOv1k)pzy%1qxfMT#P@oIq`Wm7gBZ=B2_;ntWvq{bJ>S`;lzc++aKpD zQ(J)CO*IdD{e-xb_`w*g()+q3QP|`v)Jbk@edrRTOfA&Ri~llO)gfk_ap}+>rxD5B zM)!OO_CW`Th-IBVb6}X}5X9Rf+Itp_UWfDtr1AQJdCosA{X)&mx4-!9E0~#Pz=*OG zAL@u;`#Z)AQfJqiYpkAo`}(E`?~fw9EZbhatF3CZa-gUTPn)XgqcAE!Cf5k-^(05g zx^=rTy$(7S>koZhGr$1@&a^503v>!r4_!bmH}6R|SKsmL+1VwuI&Nl4<}u3p<&Kkl z1-szS^;!Q;#sA?101;7J?syw)Fh2gJfvtj1p&>Q}{`AJ@`Hz4C?pG8*3il@b-Lic^ zuY4=5d*r&X|G%7$qE{#6?WS}~xFWBdo+rx<2>8pX*wOBd#LrEy1_xOp$7BL3x?4{w zy8k%)gG_fM*YhRU@274ps6hAp!jejbFN+9(d#j~ZHg%QT8hO$EDw)CF zgF%|_z}|L%WG-c~eN68mAfsF8I$SkAu!#4P$lNRI;dzMrxjDf*Xm1;pNvQDyZu$lC zAVifLscvb*zwP4rN9E2B1cEHtgP`L>B7Sa}v*)8xxS~JRsn;>L332Z|OTT8fX|K(l zElJ2+<2`_w?IkLQ*WC&hNOZZlwlpnIdQQ;_7Tn+F)IJ|#tzEGq7;xolRer<_47QW0 z99C_4hV~&dEn7nRoPlY$Cu$G$vn>6+`KGp=B`4I*sqQ=15rg4yaKDg^$?~uI?40Kd z=)BII!Y?ESJ<*p(KX57Cv7YZM!Py6fOzP`~tl2pux#po&Q6cX0ddzlcHmgw#SUJ@O zl{n{#IFEI(IUGOV$f*GE6#(1gE3XoJi-ojI|LYt<$da?c=hoIYp(b8l=lfZuoaet9 z2oHDDoLE<}3}jw(tXs|itO1xKv6}5es+TB( zN>-P?+E*%DI7oR{a!w@=AVIP!I1@=)Ta6$r_#eHRTQxTiZ$5gJC@!C0->83S-@QFA z;0c;S*?VJ-RmnM>JV5t0tBNyGuesG2!ZPOW)z#W^P~|^DLmU~quq%8~z|%4nvNyM@ z$VyDTJr!kIz_Y7U*8?I8yG{S}zCZWk^O-piIoln(c<^XI3cywO z^qOBxJH^9zC4X}60UX-cy}ejOj)ihbWmWcwfZq=rI{(u zc$BqZ1zhBKel17Mo;Y1^zxe-v}=+)kzJ10v!FV579> zBwX_12J+(0jM|U2EdgZA5h7^{t9}@oOLg``b?QXebOjK%Hb?9^_h7?8a9xQv-e!nj z9#Y@u_KjYnish4lTkIL6>!WR)VP&XE%`={*F=_{{Y4<>-&}$t|80Lg){ggMbwj|?& z_=6C7E%HqyU(V73O&IcX_h}6Nqbd^HW#bpqZJn)(+05^IG&=ZI4@PSR?1+)G4l|A( z&e6n{qFBP-ie*@$*Wwb=Hq7EtyHDUz5?|O5#m;ipu00E8ygJWs#er|}w9NAI!erfQ zZ4IU$KlOEW<(vXFwY_pc<@MKq(l;Q1{c%mbpJj3`2(ZWKe7t4u8~>G~)uZ^zwW5QS zeTZRvOl;Yw`Kp&jlTi}4G$0#wLRmG?nwCk5@TMv^TaUGUSp#)ogMTyJgVaG=Gcuub zzx%V%G96P)XOGk8USr6QzO^b*VAobCqhaAp3NElY;x8Q)-}Zdm@%foos&&k~wu$f2 zFu^3g=4SPMaODX2M0P7S7q*J=fH3i-jO{K;a))Dk(1Yb_jU`LG7Wk`4%|Nb}qPO;z zCxbYvbL$~oo4Bo_E%?`w*Zu(|zmhGOeJmk`Q0PN^3}Da)hrbx;2LGO4SB{u`*n$7m zqz`YM^OjczU2Od0R5^1xmC?6C2M%ZMTtpY#+(+l*oPnk-)itBK9REf|>H9O?(FX`I z2N)f$3Rf{StS=_z&UR!d_|A6pzZ`gr2`)Ad0N?}=Zw=VQ{+ zrmM8No|Q#yt6F zLL}_mJHV0Rcwp6yGLV)lL?UZ3+|Ps;p#17Hku%S%$#}nIgc@xg`>UwPI%2-3K;M54 za9Mu_*D9z23u4@N`iDfs>)~tNGJTYuJ@kq{R9{UqFp1TnhQ}CfLTJu2eELbp>%YGA zwpA9?n(^BV*znEEX239XLiab{4kvEP|8i3c-BfACJr=aiG4-CM9RkRNh7~!W|J%(_kEE1 zhrWYu|Ac?1LIoJC2RPk;bD`V+)4x}N0xY6^V%cs=AERx^DtiAUbwBx2?mL;wOS&mA znT6B)c4LNrclMtm6m=>6-%%pM!ai+@Ej%mYs_<*$_)Iqy&?oOC8X8G=>B5*$FS=6B zOqvoY$3@cbjuij-A16>J%1p$+Prip1XePk%Il&(3bLRRh-F(I$)d6Iaxg;_lP<}6uXrP>)$dmsZL_~LObT~9$_EB0Y@k?cx2A!+igfn;96#T`D$o|>RdLQg^I1$|uUtZ`J*&_c2t zi$#cm9*adxEXi62S<=94d#5_*r;wjN1byJ85pnCi>0h}V7qY7MMV*4?ZLa1AWGd$6A#K2}c9R`_X}*%wV19jkT6+X!_5}w>cER(*FL?S4 zP&geCRQw)ScM$?7Q!(DD4w*+s7rU9HGAe@o;p^$}p$E4;Z8PezTb*u)EH3ywTq(hW zisaY@E##VPKR`HuW%bn(40nnf_fgweHerfWt36!u13(KXpycaP(qOV=&o#;*QT z#2~cL^0@Ml!En&W>yU94ZhUIf%ZRzWL{!2{V09KW{fP!0hXC4w$_2+Q_Ovfwo{=uJI#TiD`ktcBv8d>k$q3`J2IlKuaLZbn;o&wHT zCAlDynZB8V;20l5d?W*Z`LM6h?mgH%qp^Ji%-)j`fg8sYBlTp!rV&9H$CGhKE~XEy zTB-!hN@c4Ju%rsTyRVvf!W57t+@%1}7$}q1DosMA? z;07~+%aTfD-kW;8{mnCKk$D8vwC>7CNvSSd8)})Kb#NUP$7N=*I9vM⪙K*mnn|W zcdr&;7MCcO&KaM8WIIMAYm%SO$?r1tk%hlwcvU5}E3*f%hKla!{2WG!AlV~$VM$ec zfNNXl_yv{UKyc>fbq?jLXgsNCj7&=G9{)cfuemz}rulq8n0Wq9f%a9B4+^AofiStN z;F?n>PHWP=abB{Sn3^&4lM<^cjWMe27n5|qQjvxEFx8)p@N?qkzJE(2GuJE=T4!IT zy4Z*;?1JfpSKhoD4HbEhQA&wb0vkYnjZ%w1~#iHI2q3c>O72RCfVd z)F`RLZP+dT_F7Y5y2LIvA#+yX#36p+$(-*als(_m6lkbY6QtusD+)~Ppf}FpO3HfDL%+GqjAs>N+{DFU0fpnuwbj-YJ{jPF1dCR0xSm#Il^!dsCr!kSHa4v7jt7Y>pf zV;X0heU)>kv9-wZNFcO-K*;6>=X!~zO^rdpfXExgzd5M0xs3RQ8a1=Suf4O6_n58m z=X!?hVM_D2Epm-!LgXCgMYMn;VMy`g8uu~VP3}D}j);;-#DkT)z|q@6=2^7P#vmW! zN%p(WDm!VS+#%Sylm`p>o~BSkY^x=_Oq1KMtd5dVJ|DDqvP8I@#pt1GwVIftn#x zExSdhPqXuH2se^qRI|ks3NwireqAd&{sj5|4J5`*B8FLlXsm-ePGj$Xo{o9vG@ss; zId5&0I9F+GI|SA-6U4Bib;l=S{ko+~q>L6#6)<5ECo}M@52+lJq43L03w<@gYD0S7 z6z46s!5I?MSd>HQ9ytKv=y%1Mqt-96ftwGh`+%5an_nJWUc`pOKW)$#*MiigJjx@L zWJu5Ds-DoM8>Z%ON-u{Qok+$fsO>bqtlO^^@HYUW+)>(}vv}B}cgK; znpAtPPWKhmt*DP4{-qX7@WP6n$zoJr^=JO~qaGj_2?Q5Y!YtakaeLdj=t zt`iYpA-7fe`+g(%Ur}DE)KUDl2w_-B@nghEojSNFezo+M~zIX zrRCDkjcT(D<44G&pGCE=l@W$0-3&XS{d$Ta0x^upB+C~-qYO?)ujD?5NM(%6G3?fe z6G$Pvg#@u(8@#cVFUjvJ-nN_V#f(mE3Ef#UP+);l5)B%@X%H*hdnd7MO(AL^p1S=e zotJk>@RI6H#qa^)g}MBTeQ2?+ZwD^lwVTAarn#KRL~VbxId<-mjM9t! z>|(2U@)a|kwGRhS{Rby*Hd0;gBPZzj&6k9B>#HUz-BIskB%9gmx;XLfKjtPAma(8W z?W>pQ$pq!AZX}$BJ%_K5cCU>3&^0-64Ls^u+~_%V7b0@Y-eW`_u~eCTA#LC~T5XGS zVP`g)6Qte3)DkzN9gw_aFE&N zPXxEaytH={t(CZcV)=aQ5DzP4{0x3ieD~Zk_IE6Yf{r|6fp9*ex=(M%T!D0H=nKVH z_MOY3Z^hv=;s^$2kxvZerI(d>8P;MlJFfiALGK998 zAj>_jz-vf+bISI$$l>z!CTI+Bz*j>I9_t}o3w!|%>L7`iT8Wg*aX@aH@Lj1T3|18h zSe6wDi2VyJ(m*!gr-kKzpcJV88~z~qFNIqc#YuJ`te~!7cWie=jrnl`AG@!it~dZVzeC%A2E1DEd1$rd&8ZS=kG$e=VuJEmKMoWs$j78@C^l+kl|id!Xd z+l`W?vzHyxuxUi%HI@swo`!HyU+xMMY*iASF=qE@!A@$_6v8ob_-|c)z%COK&1{ZT zytOB51l2tq5E8BGBb{JXw!6d%!$wSI{V5xSe{{>xMj6^u!o` zEtG0ctP%r89(RJPQd~piwfCYTrU8(9s%)nh4~aAlY;{vVz-hO z90t#MjG+))nC0;dHGVK(U!XCv9#pdrfmR7B8$X{7!Ica0?hXh?>5yG4u2MKIUL`rc z^y^Rwq+QjWW!;@MDcpd%ji+ubkRy?Pvv{`t_eluh3AUQD;@ATDd(oW@(=tC1Q}_)=qtl z>b$QsT*hCqU2?XJ$@3bsj*5RW8lHfWelm!+l`_kr+4oNSQC|e6DE=H3qBy7jNYl0= zdot+_PhP{E>%QZn-Q4%yna1~16mq+emu(k!AHoekr6>Coz{z#h=Ger1IIhH47ICGu zB34&vh2+?Ir1oIYlxbys~fXAi!wC|)wY9?LPlgsZ=eI_bZ^^r=Tm-Y2V*u2o-v zHVlO=m5ot9XD*}OWkwIhyaU&CaY|Ole~*l%*L@b5K|s%?ZIbX`Wc_dK-5&Mv*$soi zt$+?Mz}#c)N`@Eqt5&+BlW#u%J7Z_3yta|#j-Tv!4$wFkK;!PF45^@A89J0+#b_`Y z?Mu6|0FPgz2&Q!UXF?6kzvJ(Q{}0Ul`iZ%lrWk0iec}p8lN&?@Kh~TtZ}m?GThB6QILsx$T^&?ledq=yBT85+tQSNJc(Ym>=*XWqn|^KPO_yH)USy;l6%AdScgCM zc#qB%^`?%5jD5z!q1G&|eI)J|Y`^Qy2Ns28x6|x%`dVBG|7RQ5d>~@yDAJ30V=Mpj zi0AIn27bm?Nrc2n7J9haDHN*q(I^8ZtASW;aZQw| zi!wZ9^7XTBzc=^>YISEsTy77069D=RJL^*L&HRc5o#iyF9WZ6S3o=EUJZmZ@;@EL} z=dX3ou?uQUes1P*$l_+qsk`?kP;ZWy#4$Kyblc_VQ#kw$GxD%}%4x;HG<#yI0XyoU z7^sGHs{f^tlV5LJ6R(sj5nnn{qcr( zOMEZU-8l?>LANu|Rx)tG)kDH^{|br^u8fzxwmd6yHK`1b`s->piR3zgCoso#$dQPJGR74grsOu*Y9 z0#^ln|I}?c=2j8E1hV86Coa1Q$A7@vo-?{gC|j-!Q5)sV(xq+Z>1uSzhw~=j%l@9~ z^7mA%t&ttyiKol1`hRJx;^I5)2_m57*Te!d8_MxSaBRklob_!TRBHt zbw;gaTc0T9bt(!3{`yAvqi`flslv+HB;JNJV_IfxtBYZZSE!nK8mRe)DBGgdy+Y@M zC+RnUJBG?PW&aAGb`fmT=zj0$`v>J*uy}r_tXp!!;`K|fdh%Z7(cQIL%LAb2KUN%;0m|#9$F+WxCy~Du)Cs-*tnXtII@ZvOd*Bgm!*Kc`pK|DGt2HG9N8Oj=`7E zYLsQaU6l`@PwSPoZC;lFKMm{n%~snAXS_$;zezJ-*~Er*V$>`b$AaW$+rl@SC1Ett zX!qeJ5h4Au55-k))NGG^XDI#ud}t$!@a~SR*F7s!BhJxc9v@KWK5ZR9(9=tLS4}P<#jUTJ60OK3QN|H{$aHBFMEb_If)^ z*MY#UdU=g$-lV-(?Mg>#ndhpT07A(9ZsZd__q*fRx?*T-8+`RV(Y$mk4FV-rBedLxARU};r9oP(T^Nr)ZKrWdw@^%gM}!Ln%Bia`iLrK<5QGcSB!e?F zRre2iZec`T+o%y4DCyut-p{B}L>-!3K?3;?qr2gU8zI6JyozQOTA9#h9$J>uu%pPt zToLPZRr<^@c$jzvQ%17-^#W&^JU#tE{3ZvzYpFKe>~H-4a#=~$Le*b91HEME7la3 z>I5AM?G4BTVfE}-=}U89l;|CHJOsgn$8b!;9+?6`hnt7Q=T{#@@DeX)DD?UvWK7hc z>#;xR7QYuay<*fHhgG`$9>FC8S%MA+4-;e!7$pM`I!pgcn+bEV-a*1d9DwIDE3Af? z#)>};??Q}T=ADFyzWT~aN*YA@o0zZCGRV?!1WQdtOZxs(-7UFqFdOq5Og*I;dbp41 zdNc&wd*k&OVR5CQ#*9+9oyvhU!5OGpsKU=mQC$%<;rGU23Xd5(Iwi1`mqR0ev=8>a z4HYL!xL9lcQXBQAH%+`?B~hBKG~=~`#f{|OE4+&TS764Q`atT|jCaPHA@=p{m)W%1 ztP-#Iix=M?-3DFWB-n&8?7u_c8!LuH$6dT20gm=h=ie*#fM*#^(f8x4U*CR?G@6Yu z+pD>k@8Q^&$D}HnTS;lB5hEC{@9fi{MrSxMyS&ol7*7j1o zll)_}aHvTU<3{X_D09g8;cMP}Z;38>)oNhiF96-#-Rjl7nxi z2$(%vy=iqAZXeUcbjJB?jdkJfoTf2E9ZrebVa%UG!j_l1utxeVuZ%ld+Q98FgAPI< z6txzZ^`P*_O<$OHOTxmMOE!E*8Lc%0q$7~w%FlL0Zt8X$h(TWWkkeo zRRLuEt&a1m617dyJ+0`9ZDC<%vPR`Kms+fO6o(Dev{qPr2YE-5)X<;XOILMWDP8Jv zYBro#hAVZN1E3pYvq0^QzN@3{S>l&Z8_3|WLzAfVs|+!7L4y-i`doc46^~Gkn^mLg z3edGnC2OGtq#XKH>Mb%=>KW95lGZp%RXRb2?IQPR$h>%ag(<8Nw4HMJfZlbnVl+nX zGgdtuCEb31%ML2A3=sWF9dx?!>GyGLuWO|dO-e;j41?kn2d<)|ev`SrLobdNouo&Q>Q*v*9!of_bKpFAf{`llTXo&M|f|%2JL_K+-1>RxM0t&I6 zDs}8!EY|ZBIdWtY$?pLgLezTa<3FOUhN?s}Oqk3I{&I<^IQ#M^*4Wz8r~dy z`uv28+VVJn2|_0K=CX$ci$@_1v<)IM6mOu{HLF5h2P)lqlgNm9?MTO{)4HNHz11_J z@oyd1B%AKwhOZ&E74}PEl9zvc6W;faK7bA2(sh9|#VVkNiHA%t`n_X8DCU2HzTdoc zlkb5E(68Ai5Aw^*$y$k?PBF27$H(-tS0Y;1G*JavvEsbsG^@Mx)pS>u&;JgklHbTo zteV?v9(M?ox_{Ay9I-tTqF%W;m>JQQJ6ISYfG>{k@i&`W)>peo;h%B#kcLX=! zA8-M&Irv;omhX5q=k*@Rsf|{}l266v;qQZSJ1-Pmu*r zMAN8@eGLP0PF`jp8=|6Tw4V9E-c5+NAd3OwfnzqyeQhtg0tzn6a2-sk+JX@vz0B1+Frbik*G33A3uaGCJ$b#`qxvH^qg1Hr^cYa~PD zXy)kug6_=o52gT%_jVaChbAtx;j%XQ(Q3N_V}L#6XnHKfUc3-L+TV|uWXG}g%b{8= z{EP{3a12mYb?bY3C|6mOR-{bTa3Zse`qbp=BTUxc-7(1#!%Cc1jqj2`w zJannWcHhYgA-)`hteg5@-abxQJfC^I){#1E%8hsS2uEtA?+;lpd>nU!A3PnS=$s^s zA`Z^_P0atFr2al&IrF*7*Y|ArDK|B=gGhzZu6hg(br^B<(zsp9UW2hr)#1dhPb@FP zWHKG58dMdZ9S&ubAZ$~n{+9rb1~1sahUSY}1C*Q)d|095X3B_3BjctK0jR7=@EJwz=sh}4YWQlq#`aQK5M ztZ|(3^?1R9eC{E;|3kvFbRh-Gqy*YCl>zGePfz^rh_1GGmQSV*`^)cP!T-tcyO(q~ zZ<+U0fDOr>T^PUSmAk!M17Zw_C+;0!ika#);k7-`JC zA0xDQYmB}EMoYgmHRM&NqnwxWI|a0;M_(CGn^{F?>=J1+ylfwRB@8!8VIY~1i11*N z9rGr@6J7mKrN9^V*#mhp%Fi`%CDmOSMVDpS2!)Oe2g|7VSV|w=ZnX20>edwbUsgXv z?@)(7w4^f*stT@>AkGOg&|oIo3i*s{lt>%$sv_#M1}(ZA@(6;(vwsNvFS7@Xm!cbk zi5{D&-+(rm31e}zOILD1tP^jLSSLuNi1U$0kUnYsBvhQJ)RdrYw?k{J5#;gYHO7gL z8CdV5O09|mjRYpLg)(56NCMF@A$39HR%_VxB-&36*6gKDSN3#X<0jY7&?c}lX_XOr zKKu*5AfuIeTR&cCVPO?(x*^a2S_oD)8NLLV-UvGve(wCq0dDT)r+733-+dIcYE!t! zYgZ6WA2%+bkRjLJ;r=Xy!Q)>X;3YHd=oC%01Es`uO*f+T95;@o2F3?+a4y7FhEz|O zHhqHi^-AQIjbKI!aSJ#;UAy22QZ@mA$DLjnjzfW*3d~ojlH<@Az}b5dN;<96Q0(U= zJIq&ANyUTn^$EAozK}{ndF0>!LS?K&>juJD6Iw!%A@rk;-$??x;vtJ_rjy^c5okbz zgR7-X!eaomnI(4E?c{e|)CyrEO7SUOF#pkZH>RBNKTiFr!GUw+K70#O@6KD~jAhB( z^Y+t34_sjo`7_yMQ!E~dkzYd%fC?j@2Por?&h4Hngm8tTEg#n9zf@v+6*LsxjB`suvYs`WCmSO+QM3cn=q+Tyc(W35L>g^?U-!;I$!B1b@`Q3z@C#Mv$r znaDYk|NX5CAy)p!leUNZ9tut$Q|u|q_Rh7kWxt?TM-n->A`K^~*zX0sk%oeo}#(#Q30$Tx53*Yprv{LjjLA9Kge zk2+xvu6m8_2mJ88X%HnpY&K%u&M*RfAYB0&&Adp-(u-4+ZjCZM?zn!?{CVzvE^oGn z{Y1Fdl*qY3^_I65sH406oA{(ATNgynuV;mK_BOG)3i|Pn-w6R&@lZrHv%`No17$!% zm#gJe!UGL`lbLNe$YH?9-hCy#=`BUN^Hd6#Ad1)m3R*aNp#UWl6Guu>LmPScJDes1 zM3I1$EV}GwXyyrm5i#SAcdYLX@IKLP#X!iX1jO>8s?EZP=`ZINNH8|hI)nw?#O{G^ zFbeB|Zg^4_y|SzNpqVs?_b;!q!wO8GO>9SR%Diy{9fj2{K3&ij-2&f=zl~MCw2PP{ zH)4n^tm+cHTX7XY5X7u+!fo@o+Llz!R1erzLLJbs=4wHg^iaSotfyvDDQQ0wL)u{G zOIZxf7AZg;6UI#_8i#&l^*>14HlWzw5=9L(qQs~9U%^93W~Va`=PIh^ zciM_k+Azw+xWMiA=xA^7Hkn@!$9$H#2dPN@K6BGxl>hu-cfr^P8%48eO~!uxdEJfv zo&CsZ)hg?2F;fMF)ShzIZPNI-9PU$v!k&Dy*E|(wZ$>qwnZ0I`a$RG~HN&jKrR<0K z!|>|mPXk#y>BH3XJy_oU3kB{wMg?xAMg^|cM$)?p@>UH@Vy+)_x?S`MYGJ|papyW~ zrUGs`hDERaVmg=R;_jEvP8*YaESk=6l5n(9ZBWqz!5x%=zk-&^gmfn94Pr6-8O$_l z;Ai5>rR(Tzm~BjEB&?3%bDJQ#i;YKzp8TS{-6)|4POxT@)urq8kJ0E@NBoX#{{~l} z?)t;buRg-mPXLzWsdAlMzj-IT)Hvjapy#^_kI=vo`>f$k@uWvqhDTE5KXKv(rjiLS zPg~btd~uGi7cS%YO?&WDm3MABFD>X+rnmDuWAGG@9w$%xp`%g(Qrb~5N~I-}xaYEjU0I}1J+D(^@B?DnEB~@&l*-}~f1j8+SAn(r zBgCpe_lOk}kJa0JzRL|?fbka*C*xN2bp#)5)QSCqv(~WuCMe0K+9zkjWPy`c-4og4 zgI&)6#A$)$m~j2q55hN($s%{U0U9qDz{Jw~Ga#nFgJXUcwp5L8q zryHRgEf^p7(kh&-+x5~(mTr7HaInd~?fhAaX7aJ4HcF_ARaW>Uk5WLJpD{`@`pU}J zi&aShanC@r!ueiGfi}GbIv=3HQm0f)U#nC@h#l#EpuajBXw)%lW|TWCV>I}<-Vrc| zH_C7i9$~lx4>R0iQRE&jQ(q?)f&0%3TJQ&$35ID3td~?`3sv9h=g-sVQ{9vjka?}> zX-EtTs!EipGi7TrB?L@%WdXTiDB!K;!2A~? zys!0ScwcME@XG%ifV?5i|BkhTBXVHO)$&r6I6kxn_2oc^bOH#=j3HI|3zXEnT`Db& zKi_6Klr|SLgq|Tzaw(;53jG}uL!7dY-aMv5t%=n3nK3%}rs`SYScnpDhM4V%Vi9(l z$k=u#L#8q%zenMi6uYndA_6L-w9;I95Ps(E`wfVg^5m`K1|)#1wc-xQxA=dUd+V?& zn{{zmxDQW5MQbGizyIVvAWg!jH-TY=P_Ivib&+qK- zoO6BOAK!H`_qr$UoSA3t#jJT|?LiRl&kka?--3^u1|(lvX4z4Fm?gCjwp)9l8RYnc ziq6rPD$N3KYy&UZ?8slO+5X@dlj6*)SLEFlos66>!KuysmBeCdDD~=uk0;}SWfU*r znXckTVr?lQCst(fBaC-0WHSNXqT#<}EYrG{v-pN>Dj0^hhHqtr`XFr!a2Vc>0!c!Z z6UCfJ!XJscJF=C+vXY6nTXzHO^BWUd9jwQiqF+=kB_g#rR^pymD@H6K4H^W`RUsue zD>n0?)oM5k+ssWK_lmI2O@2D;zL+_qJMCtk0&p1o1D=2audrrUX78QLipH{H$9J#g z^IOuG!FrqyzmF{*5%X7;Atf6=e5=M;D#M!a-nAkpx#gZ!n+}7n_q#Omhl_D&Gw~ti zVJ^m1$d3ZaZJN5)o!_-%^5kmicJZD!tDv@M4EvSe{@p9CF;!}K=CAfLU$b{H4lDBk zwpqJo^VT^Z)N{h%YI%g}E?$akm(U|m4czc9*z@lvDumwPtWB1TVD~)i_XooZ35eyM z+FM&SLSe$!1(>NJ;>60o^mvu#{0+}IwwO)tv{O#aB^G!{6ZXWQw-)c)yO~{)S@gH_ zge(+TSGA3(zfH%3MhdmGT~scM7>ZAN(^wgCo{IL>81A~nJAwc5Pn`*h^ZM5ESY+Qm5}`8e*&1k45Gmo<{<%wD|pcG*RylA ze@AF4hp9yiL~&_!Y0x8`-%DeeM5e~N{EWqIgi-m1_39jO?G}pO&Y5Ryh2mU@J@N0o zl26T9W{ifGp7;HfWxloABI_HHCslp@@UZ1_QM@GLA6cRzNEzenX(jVzCDwU+KpLlHYI51aF9qlMu- znf+mQzHm6Cf0c&v<*YnpE`(KH!%u$H;Qn*@wzJpfNkK~}nMd5G#(f^=WJ@TfiDd!> zd3pAO^|2rM?ov_-lv_PjQ%PW6P^n=qei<`f>upv_b9)KpJXIEa!^CcqnPFD>$v8y( z5jT-pC1$zU{jcEhRTA9NY>f9IUE4{_0hm!iSg69~Ll+WEE;7am6Z zwM?Ub*OjWczEJNi^fvQ#6T|vzrG6y!eA?%Wql_?fYP5PEx|M1b{*Q#R{IXDMl>9D( zx6e*nuO?~fG3rk|brJ|RoN4!6Zar&5nq`ed`$7xP-=#d$+eeXkC4Si`#+m`1OHnEeCZ z#S4nPuHFg?329oN;sVSE!CfS+zk<{IUy{EgQNC`#n(_U#WKgt^%-838@=~^U&+jsM z)EfQKeZAhrU{3m}OzBJ3^y5m>+tRqi3PAIg6D9tBj3e?usoNhTqZo657qmA~eqRga ztIf(Lii*oxgyw=}*c9q~ZekgpXKAy+&^9>rLaB#&3dvu&f>eh#&aCHNqR1(iui#)f zS0sAFMmqgfv$$`qDm_+5{0S%E?oB^0hw(Orq<#E^SnUrDd&(p`%_*156ZV7{(+9h2 zUZa_NNU(x0w+kRX1ZTQZbJWu0SL`G)PS{*6RvF@?d_U$#q0-KgG1x-63JXl3UM_jj z5$Ih1SfLy5G3P4G5A;$CoC`{=YM!W4)-{mt^s6~9TaV4<$|J50g<5X2YhjOg*c*O8Bq~;(^d>oG~b#5T5;X95=97kiy*wj zgA=-m6gdO09HAeAVKobbH}>hrfZ*=7@|8j}fQ!zlC&2Xb3J5q$AaLA%t_4GITQ>qm z_sICbH5Ws0;Ko33Sk7vO6VV`uas$rbeto3{{0g}K{1e3H=;5^OtC?4>NBUABOg9>4kIRN37@g>3ibJS_U49%;!{2KCGq2oPJeRM?GiP6*#`uLB@GtP7Dta?8JSh7L#uRgtzLDo46t9@vWFf zwA&iNDK%m^Y>?xC{ub}Fvg7dn7IbrOom1P}vtQp~o7cT%(`dJ^_Du9z?!G?;LI#d; z+_CYc4D26uf{>|tLD4R%oFCNuZ5wFG-d|U@33(5Wqn)WPCH;f1==O#>FWq`Yh($(= z&ky8Rd+5v=4+2)PxF#5)w==tG1>+^aB{czZBBoVFc#BxJcS`w?VH+ zce=z6&{3MFZ}Oy7x~j;aJPAT~hzF>mL#ppBNLX)IJveFhIY^KHtS#{Emjq`qt3vn@w<~={AKceR47Hc^C zL+_>T#A&j6Q{8=oC4E|d9S_%oVJ%0{4x9A5)tVR|Cz)@D@d5|^jvp;b0Qwk3xbNFq zi{0&=h&}<@3_gV^`H5skN5*wE=GVGy41PEkYvpxu;GZ_OW&x%t%a`&rid44>hYR1e z0efc}C~jQx#uNqmOnk#}=VjR`-f|R(9>yz|7Z_$N`g)XWy27Gz9mCP+dnOA#5L8~| zaH^))h>XNd#s!f%CqvXY|1AStHghXRh~yF8-$6S)X5<}Tig|`fj{ulOy2uIF-w^P> z`hD;Zeel0}lDB@A8Tv7YVDgZb6}~a^D)c|pyY0BGS79hy(WKpGf!B5dZNDSz(%)m#_cf1hM0`W<`d-|K=suq^@>FlXRP>3U3@{V+C_bgIA>t|sD-!DHo}?aOz?9@mQA70tP)z5c4kG-JCthgI8T+i?X_>7yXW z_{2pez8exnnenYThfDkMZ-}hN*;!cFVDvQDAh^T-P9=+VlTCgcYN4WZo*bbL-yF#H z;jbB$y4eP>{>O%Y1R1L8qYS3FGp0KYf9(WtA1V?l9Q#?HoR7oywh7jpPmkXo)Lxv+ zol$R5gwd*o;}tvGSKc|~;u6k-s)L;AR|~nxa{J0vNX1jI!yiSx6n|Eyt5F;^GY=4q z2Md1sJI9uj^NHEM{v)H(ZH3L^uEY$Ab#f=F*)3|LkdfQRCf6_cb!Zh0MhYfaMD-H`>zTda1gXpV$>y)4<)a1pZ>WyL(>^ehcHiGP*t37SsMCooS)TpP)<@n2QUrl}SVVtgDf+cneaQ%ZvLp)ZE; zd3Q`$or2c`6#qwJI`ZL1oQ#jFpOB8_EIqwF#xVBA%pxqYB-*H22aoY_alb;`!xF}n zY90MSbt>lOLeV}tJWSSQ=TM$|8dZuY{*_|5@DmQI#CS{+93_5T z5CV2orY7*P74*b|DvKRRx(o0(goN?(btoFd!Evb4TrK&$MlbY!3$Zg>aOsDUh_y>* zE@#1QYeMJfZ|CWzz4)O993MH#h+MJN+aF}lDtzp}YS7}@nUu+%ttd;EZ8CpE9kk1u zsZCKHYJjLK!3T)J49(=cwh2IzsWHNeWZJ#nqB%<3ENn5F`;W_8?$!jO6+y6NyOz89cTB| zg#90jBu(}7u8<6w&ikqVDK(^Hxqtt{74H815n~E&A4^Uj#bbaZPSL4NzeFRd`RVu1d)togoJXi=98FyrS$fzC zmJ?4t*_in!bs>lOkqLJD$#hgi(6(i@SSa$YQpY)q`&eSvyt^gXHEpveBN(I-R`8Xe zlD1X7D+R=CUrRo=dq3!;oc|JJdwZA*5@7f2F+{@W*DJ{M+Mg+`SDtrVk<-bxQ-rCB z^Bg8Q2ZOj1f>zfo9))CZli7II8z!xwm8?hNo%t$soxDXkZ`N!Z5`dMN zjrk{{;_tvAqT)`A;Df$sQz|CL8sv9$5g+d7VpwvFuC`5K3wrW`BKb;EJLVL|ry%hY zsS{F$7KB8AGF}AESZT%__Tfzodkyk~oGEOIPzw(Dd@VtwunAcf?KBcSqAr`PSaxBQ z_wtpLMatDNgKtDH_WsT}JysT@u;s=RdnGx6skRkq5me6eo8PHnzh`#0XR_l8pt z7Da~%#?P#xzJH%I9ujX&v|_9(=X^mz{TtOWZ25-`*d3-?CUGo-zG%>m`CByrOMfV`}5APCO$4FLt#T-9~v)H5Y5b*X!Y}}otw_m z+JUpWRS?J(G&aECKsf9sCo~GqqUm9B1y;;7Ln=~zY(&1?yMJHj|8LJd^df z=wZR=kHY6N&5!(eM>lPOqE}ds;3iRi6P@12sNlt61Wq(mkO$dRR90NFyHNCi&zM~^ zl<|dR+3pendlQT#&bC?^j|1m7ar>H#D1|S?cwptMr&Lqh)ggTm4t`xH&!PXtZd^qlEUqPCUz7tnd&t>- zl+U_oFb4daH&TsUS zM(DSFqu=F?ewhgUjsz&u($tj#Y=H3raix9A0Eu!Bd)nqUsP?oAWpW1E z%toU?cn};yg;^1}&5mAI}^c&d-qNVcAjBKKp;YI#R-+BNmUr&BBpdS8BlizT@ zOB0MIu#JmU#(Qy0mbxPBB-(3W0sp8?kt$yCeM&H1#e8GE*JSHsq%2{~-WDZ$_!9d% zYS^&|J6yBbtO_uK+ydIc&>6zRb|4Hp7DiM|-&jtKu-pNza=fDx7?mtW)L;PiO@hIy zRaGl935uV=iyIKdM~LDUP)y>C@Y9Q@gpi7zlihEOb))PXXC6xPI$Iwz=DfWWMf!KLcAp^> zPNhXy@)}{uH-se`hze@j2>2tSFklz{h!$H1MB{B&c;op^{BHR31lHybCxO68b|Wzs;FDv|>}K@AT|naO33vW~^1uuo3A|rC zwc!1-CSwk0Gcbbwoh@Mgz@6GPLkI6oXD>LzoJ}MLLX}sN@GdR*8!3D=32_N+A*#RFHE4bEpS9D@b!bKzXPEMQy|93wd&=0M@VSo z_kf`LVb)jx2rUlG9MPyGDL@g39|S>AA@m}`n8B0>dLGNj^XPmRWBHl z$aB@8xUTy}p z_#7PJJKv#hiC%J6jM+$hNFiip|JMADs%ivTRdv_u9aV=2!m8??q&uo-m9hyJmf=pU zGq{naRYLNjf#I?gpoy=zg41Zh=CLGLFl6 z)>^*Oa7<`Al!fGE)N^~7ulTsX#&e(`TVH89Ew#L;rYH`oHub1A8HXEJGde483~)~NU840?y$o7Xx;IU!jRTWqSU8(APk`5wV=TATcd=6k$$TN?t?K{x@wU zTIhq%Bg5b8HlZ zR^zxiI!-wS26ldjFl#*iOp=!PpqcC%Z-9N9T^ebPWCd481sc}ix5YU8m!EI>eMxyT zZvK%K|CzUuJUN>QG3HT6;Ygc~tO!Q`-6@hxVGLE}S&0f9G^2&_ApfT4YqD+6PD(j= zzl{{Cl?J=$ygChRSfpdGP*2pX)7)bG{XmS&Wh>s2(6^>PjC-LoTtAI^HG7p`Bg3%! z%Llr>Fun>)+7%m#NtXa83tEvRb5!g>-p`Q~Y+VQS){eQVWeeypyJStwKi-YTeyRQ? zul-47tbx?yklc36$^?U*ZVQvPhQ(OyS;LVp3*41CF9$Ba5g2;=F$Z~854_tlkTl!X zj-??tDpfY$_<$ZXa6M1p%XbtqmG1i)rQk6X)6&hFq+7UBheB|1)-6{l+dZTyNUqax zRhfcA5~Qha0t&-yQ3|nbVVv@k3MkwgB-lMWm?jFA?sFggE9tE)%=7fXjqLi&LbY3_U)~I$ zTQL^XRx#LXO}7+6VA2%k-O}vQP8YkQ_e~U-8(w5hf1V8X`yKD^$JMx(tHtY}%bxO? zJ>GOOPYe3!z>Ih#2O|~o$u65UOJR@f{ukroEAyq~*Nfkb$QrTQ)+KRf1x*hN(414s zJ-_>l3>h>zw|&94D8a!0Fxw%CSxqNc?HQ#M;N>Y#h1rwe*6Ly}x;MT9Ss%Z@PdJ<1 z^Y%Hbq|{=%aumU?nx}WK1llKi03ws>rO8js*Y`Wop6!fqj(GFsd(QYX1>7w#WMy(f z$N76IljsoP-3n{C6?Nnvv;hA@^Q$7U=KYOLg#H7h38KEN>x7!iTHFtw4gTBrp7$r{ z&c$)z*IB`C1q>S@)np$$i`^v>H~rDr9UVbF*0CE5Yl-b=V|mo{s4XtGY_@c+@dZYV zP5;N}HQ`{fvv24pR5f>SB9I@M?bNm#UVPx4^jD*BkY$Z{&nk+CoiS*6c!jFDTIny52+tNqFJ8Y%=4z;*TTcP>zYD<=b6~y?4fICp;RxJc;U} znU=!Q-j{k;o-9m#Zr!RJT}as1N1}Oux^kfHPB-AKaLbm4+nlBQHx(JPq3NJM>YwmO zICp+JNCrMHP1+gDDQo|;{d<4^JPCVbJ&I-*rEj-jLxkAN)a&*WsHptDVV5Fa_BcFPlbHtW$h=tx? zT-j7z&|h8|(v%jEcD~Z*T3i|Wgp{0F>kQKekcaXSfGu31`Oxea>e{PMbo5xx@|7M_ z8>Y%*8RgZn7=bVSsxey$_2hS*i@jrxk~5_nK0M02X!QANJIN;Po02|qwz$%AeEUhl z>1lbdTou}nQ+d7Rm5~p=pxU|6^vxYT*@q$DAJR5kCm>HZtGZUU!`NM)}+$i-Y4(KcjFLRy7pa9L#rpq*;vl{2Oyg)`_ z6P{_F$^ZgpL|71fhVmZ8WJ=R_CzArv%d2I*peEBs0eaO~&&#p5Uuf6ICaW@x5d(LI z_54^uZk~s_@@hJf{iSN(ILzc^M$s8qW1ECvW}S8OQ3C(y*+D4fN_6u<13pf5k;LFC zI%5cc59#;X@G1!|)H8V5iXfuutq{Bld!!%ukh%u${;%>`(x90->IP7|c027o(6pxT z6F+bqx9h{@mCYGRcE`g`Wv-!lINgCW!N?f+2fzheC_G#5dC<96Zm_sr|RW&VZc zCNpGu2$yrAe+_!Xt-u|?u zj=M-0N!Z&dBT@N?pp3xEapLFU1^boT-dVU{r0Tle1iAq~b6$ix9*Zf9&@9+V$wf?)((%>*N>WmFoBav&Z~EsmgeLQoG}0BYbS zFQr|A2T8jG*vyFGEER1)s0`-S;);)1N9%KywpKEeQ*HJnIICWSq;NRlzs~@c5?ap; zN_@Xi0ENDvY{DD&IKz8b0SX?1%g%cBLZTZy zGy6swa7~g@M9~V8ERrLtDLMb1Dz}gb zM$<;}HEaLj8z=UrRIA3oVFTfEKIR35gXfLEkGJulmcS-7 zIMje%t^T|-uJ(hJ|5rD!;wE|cQZOekwv}HS4BK)S#5Fkl=4DvPybn|68mpb*uKWZb z(3$>8*y201QW6DH1!K3nA+L0_1#~zwws5S&is-G`e8Nzh(ovgwMC7sWCVgCYSc1SV zi4KTf1J~FCDlALEp(CtL(a1~&#}|XB zW^tCRC(|L}t#3rb%TYnv>)>Lx7ivJI1VcI+Mn<--f3<;bB-SyrlftusPAa6~RIz=?+ z$!&IrKAi;Fd+!TE&FNr}DAS}~5zR$%tGywCQ?z35eLbiQHw=cK7m#9G1|sY-gK2k?Rwp zC-?pQeG>XFg$JhLDKI}LB~RSP26_FkX9oP>4xSv+92W%%`C?hDU%nn)ME%!$$c1rP z!?!+etP^aJRiX08PKA1;(4OsIlZO6x?-;0o7MvA!;>T2*Vu5S&4ry4xnZt+we6;{h z4C7yi5aFj1`@p*fz?s4aao|k?$>8+@P4M>&AWkEG)#<8THAlQ+Af1e>*}erFX;cGe z4{iB{?WN-?!Rf^*_>Rapl-V*7eh$$Q97t4!{{W$;oRS#v+JSMX89ykw4>G9hAFN zQ9}2R@!4@AiG;EV=m0#I?Ss5&_~}Uhn>0r&(-WZ$gKV8h;`?3oxzj@E@xJ(eicM!# z8cW*c&3(D;g^dq>9^+WGpVXRv$qD#PDrT_iP=3u6q|ojwt!$15wqz1ujaa0nP~&nM z3ZsxnKPGg1+z2Q6j#g3>33T*fH`6AGz}8b?WdnDYdx4e7y{C`8`CK)ZTfrqM=MVJbuJOQ1vl7-Q&ZH77%QiiA{70DOtPw#i=DB;D1jzihvRNUk} zd`IR##=UL7VW(Z>O(`vqYwz*W(}Dewo_a*)13WWRo?5k8<^T4@xpJ`LbBdw^`vb_^Jp+60kOrQCh0~2@&Zxr5^C}1(xaDHc{Yac=AT!Yb z2g8ISaH^5_`4!1v@P478aN4y#-HEmP<_-?`rDU2jjJL3CwMW!J(s`iaHeZ83x^3}_ zj|Vwpe}bK`zatv1g#{Y!2>N%ojuRN}6N!)hw=ct7o?w!1g`?1Kg$SJZDyIGBZ%{^O zb4*V(%k?%%an3kaP0nzuz^pjwHOR;O@$KScdOIHNqJ<>xo| zl&8{uW~x3Wsm>Yms*m1~^dc`}B;T(PkSZS%(cCqDG}hTOe9|ZkgLEZUQJaeTaP46p zwXJk{(1!^87&i{F+~42wj>k=K&DR}=6$r|1)UyA&lOFx>3;N3L3fCEU6VGc>LXE`{ zqXWh6g{L0q)L!8MuN*g8Xqvp0mgQE$!UdS;|UI`b`J-P;Yb zeS@k8X2`~hqauTmm}kMEw`E{+B7_GZ_-R9_ubD$KPIa^x4ew*6_2e76z;8;jfxb0i zTy)zBiH5aV_SPnaQto|VBV~eFaNB@f1Z5S*CqB8O`{K*0qY~&1ct22nB=X2?Q)~z? z87S3wV}V;2nc5}CxlH|M`Ih55QLqrT?rOXD`|}mb6o;4KWOS;KXbXG7^%zTg!nGJH zd&1Qi9ecu+7~NB%0}KK1VgZy#@8L|{Id|`y}%>CacbuovleF=w`EK8G!|NL zfVfXj72KzH%&2})8p^$9OSG<@`#3W8KtRk@Svt-#5gz|XN^k?U)kB+2i!RuDK~Be zZq%dOF1@q1>q-TX98isgr)>I_tst+KSy1kbS&+p?Q&xBU7>=mhrtmp9$bu{QHt()^ zjc5FYm}p~W&?M$<7l)FLTk5%M^nYgd(NyPLyLuKjeGJ{vE>06-LA}x%XAfXKKLP30Og5Vw>*SBUDP#wE zEGFAU35!A`p7zSTz1Q-b9yQn0@YdKW8}U!BM?77wVC9!*;>R`Fb^^WXb@=6e#KGKv zd{er7Q!5&8yK{43*jrQ9^&x^8XV&#i=5?XxW@emB;^-eK>?kN+Jp;X-V`7HlzNYu4 zG6}5c5DEcpXEtq~+f*gXbHV;4tB$LM8s=IGq^Wq5gz>5xedC?h0k0Yy#3SO&g%3uz zsxTMit>lEb-0us3gar}?VLBg2ipHmV!baI!4@GR;45*H6=&>t~_@O zzEdx7ff+VM4quz_ywKawF4P&!sSDLd7P3f$m8Xd^$l{cYd|7dKh)}R80P-ee+Wl$T z2RTD7U1szHLF+IiN%cw!t=4!h^eK%oillo2c4j4mS$@U*3LU%{36ADTD5~7n06=id z!&&Hp4dl{FJH&H1cX=DB65J_F;1xd;hA}J%b-)dIFj`2fTeuHD@Vymgr$6XxBu!!evff%!`B+7T~w=Kh}9Vxz+| zeF3txN$%ALU#SS2^v&kSuq)-tyuBefv&~Ng=Oy{&yDK%(d4N4|lX@q3t_Z zvtbojoRbElFKKeNfAV6s_;V6=SKe#1U9B`M2iTJa#Z_wS$j_u3WG*x~pQv1D!ixY< zO$J~f;iV@OVlTV@b$>y5A~iFE9y~TK4ldk@4igGjcGF!nM;1!w(=vF}CQ|7UFf$#2 z!=X_|T90kNn3!~ieA7~&hj(LI+zppBdeA)c9}v+z4GuF?5jX;7rXVCuz$GmgF89P0 ziAW0}7!`YXXZ+ILKapxET;3IO)f`%Qxsj35Q~O;^NE$rgPAgA$nb(J+hN9TCouQ6U zUI3pWpdC~y)N@~VKj3e09~ecSnh7`R=Y=;Ag|V^%7bPwYzAQ?MA)qJ%iomXiTb+}o z;3CFOPk{)6krB8E?`F6N&;L0@sIk8v1k~6^DDxM*Dfyp6xbm4<2+w69Ou)Ug0*2i7 z@g+W7?pZxg1tuuLU_jxf<4bj5XhA02%Lqtc_&2-&;rD+)c;C<$z#+^7LF{tY2Uz4I zSY#r|{*@TPC?5{#^AU^?5ax~`Hir{?w47hTpGaRd0UQ}8|2Gg`8#NAxn*Rdf?KKfp z|L@@c&H4XtB_qbV|pU{up~c z(z|u^28D%#2gdVUd6>!M#o9E7ulWck1)u)ZmVEG@#+u67O)vhN&mj)q)2DhZxe3v( zFU6L zqLyY6=2I+v8KG>}BIXISOCs?{XPy$0X`LICR`%!OKBG!j_M<9FRYq5OaT^J~Q_Kx4 z9jrgND24l;^;Ialss<0CvUHHOv&r$C$k9zSbh<9fG)Xww27i^9akUX`;@Bz-A!$}U z!7n<^%KOUVg~9y8i+>}wiLC=_wQY#z1zY*pIowraDIw)78Eb?_r%92M9jYUzy zsgv{jz1h0P^Ml4{EEN@#A8(y~orz(mYuj`$p>)0!<7|C50fYgF8Ne06;u9py~>PxZ! z*^`Nv6MrmU4BnP{E#kScuJNmu zL|mj=zShqSu=}Fyt7Weyx>opCj*-A!y&1Igg`PF>FkMNbc_#d4Uo=$p9lJ`()p)Fa z>G-N1I)=h@$R)hl&?Jzy?~-V}pQ1E)6DsqkHHDe-uJS2bXs}@XJeql6Lgp%Z4ynno?MtXKGTy}k0aNlBHJG+IEjTB^e5t-0NyjJ;15?h|I-p+oa7y}%}39~dClXJ=+@ zS?_Ewzxsd^B$kyxw%l4_hNQ#{ee)`5?qx74DJieq$nL4#J@51{*YoAOaZQ*PFaqK- zB)Kh4J&>`aREYQiHc2ZYA@0tWiEujwu|Fv z*h&S<$`sQK`69xJIlzL-J%uwKtcZSd_~LWRfwk6 zq+P{>ul;V682vPOtYO5ir7z8YSK-JOK&Ak~%?glFlk8M(M$!nc z+iem%G$m2b_Q@}#TJgX&ozi;Fbq3BS$(~-^W7N>1*^Kky;LMUJjl2!;Cc3T*_^C&D1~%UU&t<+NzK+{3d1rwq^=yC=na0mM6L$hY3uNT zEaRg?{*%pS6ZDZ^lJ^@UYSBV!cj=HU$hIgMY<{~{%}(j~p7eQIs$TwP`%}2Rxcu-$ z^OMcXa6O)?bb97vt4q38d2l1pCL8xuqJy+{TlbUmP%PKwVL-AECwZrS_%^dlMEDy$ z6!6jmyw29nCzR`YIj6ED;2cdXv#_j|87zD>uE?^Xx57S?XBk#7>vhm2A+10z51j75 zVYEoiS`Op#=f^stGJ3B}Hb|nl?gkZ_Wjbs?2^YfYoP5Hk7Cy=NV7ZQ!RalfeX%vHL zj(U>>31%0^no8j`zGyNP72n?kgO=xDXb`sL1K+a zPQ4RRrPh@1@{OA27r(R}V zne`$=zfX~q#SpY~HCKdqpZJ~a*DB$!2a2{Zo@+vONId`#&JztD8o7+Ch9&D)%WEyA z)_T;hVH+?!!CV1N>Cfk_kV`kOk=4Pk9I+4&Ptx}cn%BQ<1;zIdV3I1Jh3{jOh+)X3 zeE|d%t!x#HB^OHHqe%BSdx`T65M>UO(5M7kW2%TNRF%g!DV@A;Pt=74LN34P4Q6L( z5l#@5_&=3Z*P0$xy%m!IDc|4TUx)tAoLL>tO09s9qTBwDSMTy;xqEvP9TM^5BFZq` zGwwAnmFrD>{lzs+(g*_N32&|Owb&+<*bPZa*S^^}bLlFe`?`N1OHVWHOyAhRd32%l zHzj-)MV>9-iwWV+AnG8Tn#qrb_W*U7P?5n)@~!{i8}MCL#*CL5pRYvgYzv~J{>H)zAR4RsJqhZ zBYom~bmDW7w9NGYEV}FLKYCD;??CsCJTGniIrYETe7u@aI;)uIiakjZg;Oq_@c zt>z47*)RIqqxZNZXV~$wxckujWWX$X`UK{5aLcTXL8v-F=BeGlElHtjg{=JGnv24G z;TqY81%EWNYY0^Focdro)aT+_Dz1?e1j~P#?2J)x?z`C08pd%lS>J8R8sp`4-|1t@ z*h49zXmx1|Z0{w(^L^Zz_spzH!MIgEPs8lDX1XsYAoXY)BJDRGqc{OKE7P3;v9<dR)*Zc3x6aX_jcp*K;S6g$N8G=2F9o3uOm|gHrs`nmGpzNn$niiNllq-UOeU% z5p;(c5`BKZ?cRm|ffD2{wpOTj#CmlqlXbL;_Ko|6_WM&k0EXLi#s@20kbgUmYs-XA zL3snDFDow1(0$L$&)aaX4myqkC@*aNgf1;ap9P5d54FoIW3-fQs5l0xMAQSUMW`&i3;DUv7p_UM$?l zf!#7ihqcMvgbo(&{|Fs&-To0eh?;_kVIKqv>~LfcAQS*WgbtXde+wN3<|IOnr^KF_ z0>h!x&5ZCK_3`09`Kmed9dwE&I*h*EO|kO``yY|R7CdrL0g(eW4zhy*p=M(^=DZ&aZl>e+pi>mL zIKbeJ`e|UZv(h(bhJK;- zctjKZ`drUrS$G$7+7s*7~nM@T*Ebww-)a%8;+Jt zngnr%@Od+Cv*qX-`Ks@A23HkN0Qmnuh%bh}gJFUTDR4KlJO!h(dokYK%mI#})9FGg zVlJ$AXi=hAK)7+me-i1}140lqUm&K{G8E&;y#;WbtL)6>A7G`MTDU~CAR};Gfh*E# z8IB=rf77B1CAAvNAH>GO3|(Wc>$gv zk+03>{kWz-lKr>{+mPOEHL$uyi<^J^?tarR-`%q*Kda|=VKZWfz#8@=k==Q2$f z@ebfL;N3`wCIu2Ol1*?+W#;2K(hMEi~T+ z@u4uwpPP-f&2I?jRGvS1&ML|yO7w)h8ub|M9Bs4e3+?jcBR;G$EEB1gMW?4eqc1-` z+Ebn-^LBkvo%Ja$2Q8K7*B9gnbWC>v)I=Uq%7q8dPx-~jak*g+&(Hz}p4~EfLuyuW zTBF6|{^Q~ndb+d2AOE(MQi%pLLtDQ^E!DTdB1Sup7{mfbkozdT$&`lYKHYy&@3D{n3l+gz`Mnf@G}` zox-pLo_ta(R>9@2YdkN-KU2LJvf+PT_>tA7I8~=@o$L7ZALS#z->eu2?01c()cS!h zO|3Q3%*T6oi+AWvzw0RF=m@@uoY`4WCLVjy#l(4@Pz0`2?n^72(A&3s6SWpb2a1UF zd14;!9upde7(WQ|r6r>pEj%9jIwW+zL!~AJohwzoV+lI}v#lRpG5D*wk9PZ?2o*x7?_qjey5Zi<^@y~Oz8gnmO=Q6gCx)gjTP`@Mo_ zdVI$zf+x^3*mWBAhI!cowApX6xyW8grP_XOU86;1t7E!+rrTlJ+K(jDZtMQ}NI~`f zTZdi}GQ6_2!OBi=&R9V2-l)HRzKL2)u?5jDYq|W7TkY9825xIw#T+;$@9XOa-l{bH zJe14F4^FEv>!1A#YySl>lVC@EUbL;VY%K#fB<-To27mU6fjS(>y7j$>q-u=Y+g~em zn;K=_T#J#q8xRIzr@6%_q764Z%}3t0$kBTAe|US#u)2DsVYs-vZQR{96nBT>R-EEm zoI-KfSkY37ws&tU?#ODyzA@T?5Pk6jbbVXY`99%sicT1jEc3W%c*%Dr6X-Zk{)rd9&=mof<=SI9y`9!Hy)#%^Z^TP1DTqm0g=_Ef7tgt^Wm@?%}@ zn`8Cw(L@#q(>A<1n}t1ly%H*-S2Fn%Uf)Pw&oEK*@?n3zU(j~%J?t3l!)o*xzub98 zePVVPYDH;)hg@*RhN--(21=f72D8+~_JwHsTffhn;G#kZ@IMIo+{$QcLof~GBA^`S z)^Mj-O8;K8rvuZEXSW!XZBdQ#vXH|^YJ|z({O50WlLPnBng}aAjK0vlS3aQgq3$l4 zK~yTAJya^n^c|jyxMjHO*Oe$cqM^XkNfn?lO|K7Mv@2ypu<*+ig)L)~%T+{kM((BW z2;>{nmu*6hMvj9|tW?Nt?^iAU0Z3l+ODM(&c@Kq551{9G;Q>B@6XAGb^&^ZaUg zF~v;bTO>B_8pFkB%VG$vb6pk7&Eh+7!CMwM7b^M`-G$3rT$;WwzaRaEPkGtL;rb6` zgY-ah{D!5nDOwQ{s3wN)aKH>d5%kapPrkw@eR&sSk4m^J(`~#6rHt0RN z5b9@tWYl_pB-B=al&GD;J`aCyF%3I76mqFLdsC&by9q~cx?h(V64QZOZG%ORS^|O| z^=t&)yWX=&Id|TRg-^??3o|??XiX5Mp5XprHM%cTD7{N38y3XcK9TE}$jFdWAF-}M zGVt~2RSaTV9h%GAp4ss77Gy_)dcE;twdoDi-A=E+#7nhQA<#)a&GEh<-2Vq=?z83Y;JxGu2D`i5}&QT-$KcJn0vsOwr97FXxa zChqZ$dFlBgENS281ZNI%nu|bg=36QSEOOKlf0e6E7m>gyTM97B6<#t>s+>z>gN(|N z?xiw-PX9oE0;7MyhtXSMQSWce5dfxJsxXot0gTjOYvJ4}F@*LFDBno*SSOI&7Z~OK z*a{2EPx67ECM?qHVPZfo;~#Qc>d>zFSfM$Va7Ks5)yNM$f|5#Mq^19?_4f<@H?4o4 z{O?+S!@(4q;O-Cxl=;^{SSCu;+)DnZ_IJ?v-?YDB@&85p??(PZ`+F4sL;Kgu{%_h} zJPNA){jHrl&+d?+bpYHG0F)oNP!B3Wz^Dl*xYNEnOhAqVCLG^?He1^3>ftbVPkdpI zRIoV(6BV|b^6;@8aFLP``TWF8L9aD`T0){@U79ZUaz?Y{Q?py~#H6W+?w@a=`oNsv zC{LUF<*jB(7%ekLdiCFs8x%^TH6~JpGzYN&5u^zJ{P|3Se#*NCpWyc{<|$HAKRH0WQ+Q%1SmWfEYch;ERtmSAvDq}SR^dGZ#h6*@rRf5!z=6I zHT3YheRy%=!$O)qyy72TUmsq(_`T4iO=T{jFRO=_!$a=XKtPjRvY zJ}lBtrsM`83x9VR-%kYf`pn4om-z4Mvhp7H1fS6nOcL0BxC$87$NG`Ir z@E-u`g!rt)&`n0uc&W2;!&)*BK`MntqGnI@(H}!g+2@>9d3Ab~kh;{CxGAGF%oZn8Ubk$of%ebOk(4@YNW*OEIjkzb zV{-uy_u5iq+M%l#zmT}^wxb)HJK+3r>ziCYsHD^n>l!uI4{NAB*6&&7E!qGM10uU( ztT}=z9y!6?J&Jjf(cb+L%iQt@W_o%pwyLTT0HSgr^DzZCJ=rkrnF~q8(G0q%~!vmel zf=)4CcW|lQJzepHIlH_oQal}dw$0Miw40yo4NqVEo69qQ3Eqa)sW74-yNztvKq{F}b)0sXOM*b;+8|6dTxG9FxO zNFO0E$54SzI(+P8L^?%}MmRe~?d4ve#4-}oR9V8IDN#sSM8kvRG*KW?TW=&~M7o#o zsekO#fBouvzJRc>vWEe8*q+|E3B2UeYTSnM1%!TF2!GAsst>% zN4})fx&r1IHJ5B;h{PdjBRIJi-Jd&(Qao`b>&~2;5l@;&ezQ{^Aw za4M8zV8wSre^$s{3r|Ke3uhQZw)!e^&{q`gdGutvqh%Ug@p=1O89Wr0a!l!g(tns7 zvaD7n$q+?kVU~h+7&PV0i*BAC?Gv^s-(U@9)l8oTL6oeD?s;-cw4M|zUm+ zdHAou7qf$Az=Tj>D~KtNY0FM|iQ!gts~K2^_#+l!r2xi=9y_#w4-a5ls0cGOd?Bgr2LST?3jzVpMZR6m0zV`A!EmRfz;vj{%Ns5E zHnIHT*6c2*KZipRcwVi)YQP@A`AKm^Ic={L0J2sJP*IRwHRdJ5UwS+C=8TgRYr!<| zlioK6;a^>E$1o3*#*!~6T}7jplE!upui1koZC$=eG6rj`>KvUjNH7NXQ7d1IM+Y-v z-chOZq^|Fm#1S18@#-~d5dKac7an?5z?<4rnb;L7#kM*3#Y_0$h$Jjk+1PSad-gUK zWje5(I4o7Nz9*OVZ9hEcU%L<##RURqSkEqa41qlf@BW7QX&L}#(Q64+zE^)1c2 zq}+?6q}zzA!BjB{^43?;it_eX>*qzfVvHXig_ek%&PRA3N|e4{>A;I-N2rR^!i%EE z*GF9Spk!N8WR!82f5G*$APB^gQ>tk>R&e5PWx~Ol+ZEM^^d~07B=>VvKax@L(~*8w zV>%`hd!|qih^=E;Y@-}r0{qZ~0jV_FDOY^RK(qI7KYkwR3*!JRY|Pl{IE(5&0nFHg zNDDmbM?DzCnk~7HSS6fPBPurAzmg)*OUSB-2mD!T(d5{BG=MEB^(w^QCe))izUepZ ztf>e}q^!jkpX9U4Hwaz$ZZGJv zh}5ZqY)I3xZjKS2=EHGduv*n_)l)>#mZpab*ThIiu$~&F`sVsa{au((5+~0)^Ohd# z&_m)Rv|eLXCXg%C!zK|x@bSaYCY)x;{K}oNHB1R2&3C$BUUB z6^E_L)M00T8{KaYVy4T7$Dl(pz`cYcz*FhGG8c=z>hA86YK(dXF~-9|XrK!NH4+_y z0V4v7Wv%Y6_I!Y#h?js(^;As6NB3}ZS*s^MOpyriIIZ22>?1wvQ8j=Q2)_+c>-&vd zAI@oRY|x6(#?fkpV1Q@a9*S}@Uu)gn+T+0QR*9y1wppn-{)42Mv~GZkQo!;3*8Hly z1s>Ng)ci}<_%H%Sl-*K0D!uW<+lacFEpUw>JX{DKTT)s5X{RG+YKddDa8d+XK#@U?dq`LXK3@2`U@sz8+HS?=g(~cGpLiV(t zY*}!1m%kmSe$FX`T7kdQFD&|1v2MChr(Z-geVKl`PxzDE&$LNm8HRr69@}i4B4?k~ z8z5oQze`v{7e0|`eeJBHE7fn*lRHKK8B_dh#RypFr989QUSROaDog(ZILmM^jXMyy zYC=)w=|70n4?7}4gXTV4QNWvEcWSciKsDx?LGX7knrrW9Okts#j&EK-zL58y!#e0% z9-L^{unb2q3K{L9f|J1mJ_glxe$gQ8EOu7LgAyq-BF*Ys51)mHJvHPuyD_W2Gq*w@ zNE=!rAZn3oGYMS#ii$#j*YakT+sB;zltipD!Dzx5v1V&p!CMu3H{J6a#@+HI-i)z`JU#0TX)vqmb zZh4{foet+c)E#=j-lJWDsd9OYw#F8%-o-e!qB}q*GaJE9sf;tmSl|R?Znc6x-+fiGA0{k7_mv)T`O~f`~JrGa9OmoJM6f>JIu4!8fTa^ zNqlpy&{v&WaLDt@=LGjdf}(lRJ=P^r{iwz`wDM@%I=NOHM1W-wF>4%-Q1x+0@H6^M zgXu6}`NbfvHtNr`fGgf)740Hjsg+`jyl!9W1vE5ZIRL>r7=N*B4t(Gv%q?(!@Uyd2 z79)GCvkJ-DA=aXto8tT+a#n6E=jCM50B~uNa7F=E1pvDOjRnhNO7clgiODL~1%T^) zle}()YE?8!{d{_ef3(q)gGh5td%!rw!;1(JYm zfqm$?fW^Q^GfT&gXIfAC{c&h$1D>5ou>JP~0jytvlK~%$Ojt5m{n~U&dE|pvt7V@I zFx)FCGhHfbS9?((45A>0tqX@rA5mC73Z}Gtv_Wx1W#FI`ly0pQq@pZ)WUNj0cIoYp zH+P(@@s0T+Nhfwy`)hB1U|uHuNWP)u78_Vf`mu8k$4-q~BS@;sv-u=2Mq1;K4yMSR z=GFd_z}vk+AtXb~Q5|Y_&_{`>)4Yr#Nn>mYuG6ZW*W|)nLLc8wwS1sKjgnUx;;gb~ zJ-Ay?oDS?Jj!kW=@A*Lcu^*drvbHC$;C=l~ae;z&B+t$Jol$KyQP4*PZ$Is})gZV& z6uN_(ZBb0XHT(~%?Y93ax zPNu21tElRu3g^HRIyx`&s_-lgyO|?=MFhtZAU8y$)tDrNUk}kBWT}zb$=W<_l(Nz(G#s5KOhNjks%1FZ z1pwc4bctEG4Q(JtZ!9RQj?$Z$8rQ+7CjZIzW8N*NQuxyM~Cbo&&2bF z{ok}P4gz4>M+sQ+y?~nbbpWP)D1d1nrPv=~?KqAgVZ(qv^h(+t6eke@!AeFaIA9T8 z?ZW1elDs_zj6f`wyFsk-#K|SVApk;<%kje^k$BtE$!~%w=|y@;Pr!zr5=KV5H(<*( z=QZ=O!`sw^%;~3167rmUyKAK>2^45_9aSSqMD7KC{D`cc;DyoPc7u9%oL54BF_KpJ zdRfveMI`h-Krg5%Ks-E{LO1t$v%(5DGRfv_XPXDwnawffV8I(~AXx4BBMC{yeYAj} zi3R$Ln-`^czsSFfbr*Dg$6IIrP9fde`F-s@5*fKgs@*pGV%PlE7YizXQ!@oK8pIqP zv&yBX^uzi>hTWIw%&|gdE7o`$?3qr;Exa6y5_xxZ$cq;s!Vt}vV44ePSv^5&?Owv zmNOr8XmxQtuuCHO3WkI|Akl5_=D36KgC94Tsk@kcuxdCd@~vqqF|z52LoxHXhbrfH zfN~~j(I1h%8CnlI47I*+C9UQ*p7k&J44H_y%7#NCNo*w2yf zQXZaQaekt*j}ab)cce0WPfXhe=x1v{KUc0}-W*-~p$h%nwxTiRCawI;V+B~C4X?WX zzKG4~S^9pMmbCUV$yUe}@2n4z*hFOgHCouh($uOauNkG;TQdY&H4Lt4A{W6UD~!g4 ze#yp{)Ttc;2g31f@3y#u$buh_o2eHrMU>$lRYQpAj@AZmR8F7MaE$X`=a|U&kOG^} zoo!gn?Zx7&zi2?@$I;oq8I`Z>t6tT~7K0{F}$9$#>26%xFME=HY>-+}GT=akk)2 z0l#MUkl_}6u;cdtBzmXBhGyjUAfM*vk9MMe^b`|{QPVA!36#vz^KoA zcz$F1cHJvLcR*`gF@D`3P2tuf`Qs9a1AY)A-As~s(&j+LlcSG68GNd*^{9*H8StXB z=4X?mqLnt2n=W@T`!}=WK2|0-lQ__*%|6Fe;r;4h@cvSi-`rzT^!p84V&aEWS{9q_ zaoR9@6;1vXTt)5%+0RZqJ4FDf+v*UV+^AqC=yIlwDm2Xo2 z3E2MJCl507^j?p(Qoc*=E?Ree5gm)>4nZDHLE3LcX5RpYuJ>z-{7k1P)GZ(ru%p0^E@ z9upBXGjl`d3$^renP|;zsj#XJ>VcEMXK$(yYgZI_om}GmtG`nBSHHQg5HIK!HD+uU zvB#b>6rCYUr^wm&zP+DIAy((Zpwc!etHRPYtMtsKe>@|LLafoB6~D}n;vg**)9jx@ zLtmU~iwn5O`Tbgv=u3yY?X|s_6p~6G^SsxMV*SoHOr8|aRA+6;SHk!=Fs}Pvw;wnE z$)4=9pF)y~V7hbKiszXovI1nf{cqyQ0)wK)a#JHgSdI<=AOiqw)@<hBEKb4HYS z$aEKyVRO8`gvyMqjye6clKW8K-ZQ}OLN*u$dr_X0pP*6}Y z3qJ+QpzvNLE{;zhOgFU8&vQGA9b!2#5E!e)e9ozmHQxa8@>qg;3@T*B)q}iZYI};4 zeiP@bzc&{6^RcO?7&5kn3cjVo2VxOR^Ef8ug6gEfPP(WuT8~35Cq$%qR;Q%mf64l< zV=4q_a!@rAmsfc&cUJcPfPAVn>W%cPi>ZAA5GLkzl~S{{C5BHkCYl>SXx95IqlbM3H@ZER*%0I|X{Aku^M z2q?f27v{NGMIV@3kd_MQq2ds`M8+3RV--*9k#&Uo>sne)Cz4rOVx*@78_3*``guG1 zq6V0151VlJMvgXKV5Q$3qJ!f)b29y8C4&gI;je}!QrT{89eYPzhbR4lH+q}W_xJgP z8m?|nFIYtq)^%QNT2^Uj9>f^FzeB1>XXGNZi^eE0T$Qod^9V7}%p=wZp0r}k*bTNc z$r{%P(-7x(5p4}P1c7wSWD=?V+-C98f!OvFI+mI_otJ)Wn16Jxbu=K-fsVm{O1O(P zb~VI*A)S`omK3$*N)QQ68l!x_;BE6ilpIQJ1@oTaR1%TvQ&`npe&Rl8%epY;*+NK9 ze*v7b_zIk|SPVf*nvl^EoK_8))G=G0#xWpTqvlwOar%*)@xy9;RSDw-eoCx(x|kDg z(ks%cUC_;KEpB>MO``q9bV9Hhcm4*6QSSF@UBjY|>Z+n8^D5Nae$rahTP3nuHi?nP z-eRPWYqDau78^Dln7~#l)}|*%mv}@u{#z4pHXr=k05{M7>jc~{7c8#nb*Lj(tf`9k zMNlV;Fzmu@@x@_N+EYr+iV){M zECR;R;GX2DWwR9tyc_oUzU~5k}B|UeUC8Xb5sAW}{ zZx%L1{+;9ee%#jl&afy`0^xW>V90?FeD5?4B^L^p!^rjBQKGy>Gwq{nr=>0qIJIuP z^51etFVnp9(X%A0kt2rNYOPE+Z&a?IM+{fiS}Bd$Ro#AT6avdv{WE#Rx1lP_42?*y5jEx@E24ytV%yaZzVBp5XrB^-g!DqZZr#_Y zGuoBiP&p98M!2Q2GRz?zKO3ZhEpt2C9{8~RDv3r*l;IlAi4w1eVWDHVK&{=J; z=7Rz?+viwq6~dxNJv@xTD!@W`19TxA0A>MoetUv^_lw*o;^yy#a1D#JlVA+Y*|d&h z3#=}=WnxgRYu(HB{=oG!*XRyTu>I1}7?91`hVLgR69K@2cvk-Ew=B8U&MZ0LP637h zNj&+o`B|5x=ZoTuiV=JCy8)l~ym(Y%41+wf->B;MO9MUC`9u}za6<&j%rk_A4U5hFo`QtD3p7+A zRCS1gW?6N6ZWcTO30l%AJNO{cU?30)S)$tgqiP+yVq^iEB65CbV#lVUX517Li^6j} zU7D>-k^45+g=-WAZyuved{YG@K#hKb5A#OHq}Ty;zLtu(NkURB3cX{=;4xW|VOl(K z-GoiP!bpR;+~hlu+TU6oohRa5udh}0*vC}WI6$la4ZK%QLMOH48wl**CfnFRRalo; z_li$?-megbPFk&%KZ3(UHt_>DUz!sOP~U*+myS@C&+TP>4BYSrDCV%zjOwx6Kepfx ze+r%WiocM?6&C>NIzp9)*CWT$dcD;es?{qV^BP%NTi15?_uFs9R!Y$K^ecHrCno+z zSNM2Yj(Y`@YzOJg|C3JFH(#D-2h@2ipw6FY#?8`z1lSOJib(;ltXz=$^W5H}JaG?X zdI=U{9Fy2715q~%1FNm}r|A-^S2a|nRUYQ)7l0HQ@(qMWCEMT;PzG40uo8Y-%^VbS z>0zbB?R|j6IdVkyvrJ(|#Fgs#cv;CxZBKj&aY!_+`l?x{T|RAAZ1hRb1#JJ$w5bdC z`BNtzzVaIOGmvGuX7M5M^QUYd2Ii>byN&Wj1=K$6DT)G0oX=pKd_~JJmXWd?1Za5n zUVs>L%cYCf>-XA#gD6Vggps(y$?`CWp4d7YVss&fUY#?w+jQz>L@L&B&hKh-V6ybH zC8fht-%Jz<`40DwKq{cqQ}Z0HA`Z+~Y^UvG7D8g23-DAM6&aZ#DNAUX>O-QV)yxm! zLpbOI;?kXD$b+}xuWN2D(J?a*k7F$e@75>CuMRT|NJd=?>vgvTbsk3sJ#HR6PQNoI zoL+JOzmj@y9y3gTNl5v{V26OP#WJ-pxP#p`8lwl$>JF)mn(56HG{m~aJw(96$TqRs z0IK{~&7M@$p6g2zw()-8w;E=)KU2mz*oW)A(_-gxlS8#HO4vr}z;7&oz?gB)?ZcJo zwAi-XWLORKktbMOMUW296>FfNF5*r-z42YsP7**+cIFI0u+Ltm(_;H_(~D|fgs_b% z7!P(P7$F@-(1a1r`hkv;d5DwhDlgzLsGzql`54$)Ie9 zZp&<#&6=^lh%BI#z3TjNMrKOufpQYgDPmpI6KU=36pSC6#c%mRhDkIXS5(g6VeCv= zCKkfK0eUE3sJuC|j|7?~%-;&h;3u`TdN?`9(k`TCz8D%wIlX z^++jh*0g>e>sbD4Z`&VOIhPy6O)mR;^&I+zuB$aYkQ>vX4*wL<`&;Cnu(>VRBEK#U0Km7qFheUNpwEE~?P%aL zT6bD57>;l739 z+ebZd)S5cEbgl_)#6L2elLj1GDtMnT>U6C-hDYtUG9;6vfwBmeKE>mKoJn-LDs8w2m3dAdi-g8DTjm9TeGYL7}gaJ9U7Wn?^U-AUXcwE|47*@*$&6Vgn6cXQgu2Pc>JE-8^>kqpAzS9*fjNQ`trEUZ2F?P0RBdzphVykeS@;fCV#`Z zvL~vhzL&N4HO?-;SrPj+A-(!L0P0W&KGQEUEalGc{$NssGY5MiV-ttMCP7y}T}Y?B>Kc71YTD4rE-4Yz9I#j!yVcSnphP z7rVcyat^IlD{_8MJm>8G(P`YFvQSVagMzd^kH~*IQg5ePEuW|v#BWqJC=jm~=Ow## zvTZpbbZa>?Ds=k=#6MgsG&)_mT;iTvMf)Y72f5XLBgfduS~v8mIW5SaR5H{ee;5TR ze?zcKA)Y>L>^S#8NTs6cpfP(IH|K1}C|YBUY7#f6mt-9`rw>%6ZOs{+qH<-E7HWrS>jTzcp!5+v*q z%0pDK3LQA0{*$!9Ui1CssfasTL zI4m<_JT2T;*%yJ^i?Mt}wGjM&4gLXgrn5+-{#Q0yEICzYw~JCLX* zG6#FZGIVBqTs%KHfqIHmv!`~7kUL7maZ(c89Ttrae55w2@@@@C2}SJnf7%*+)E8eT zCApJV+^a@QyD}pU4SP|zR~JjJus2RS-MAgj{9>sG!AM|;Fi3!JTy=#+<}uG-PN#m@ zGEJRxM|ceXjE$x!Q!}PxAK!WWEYDD2zIP5Dcuh(z<&}MS+@{!6lx$ZZ_Egp}BprRYh~phK-H5 zRiu*8Go|nBMx!KY>eqc%@nc!)O;FPbChlN?U4Q|XxEcFk!G^I-(+R>4?zAAOt6x8G zl-f+L;I`6KBx!CvwopDUaovWT%oR|-32Ht;-fB>B{VxFPt-g|5E_{DM19h%n>2i9> zMGUGc=LLc1<#lh)mzzL1kIQSs^`oT^vd8S$hGGZzUGP_?N-2B**d|8i6^pWyQ)*xB z(|$*?aHb<>ey=N?)Pr#5+FR_aSRT?F;VqT=A@ZWZr~QR57BuWj3%kSib1f?WF#3V2VW#`)O(Bl7JT^&u=rlQ`IfuoZ8xBc0Zo5Z*lvBVsq zjkKL6!cO&^&<$-=(LnTU722H>Rv)eiq4T2|PuA`xw~2pxA*G#}pj#Aaba=vbZ^c=R zAmJ{4uohdg^S&Y!OOu)2(m60ecW25KCy|1|k1TS=;|>ERXPUMeBzh3M$%w>Avj^#SGU}|vauQ)tl&2MK<2JgE zO!%Bf7zqj$kT|G>8m#6#2fCXK=dx9phEJEQ#HdR)_T2rsvV};}<~$F(n@;Dm$r*GOsswn`}DOn?nJg>xQlfWpw{pBC(&U(`ZisCKJDR(X*Kv ziFeTr#LO2zFK@*?e{h-WUmphKWtjCn%UOjxc0sykr2@O^RYH+x56Dv(q7FqWb;Q8E zHIn9w#paSgv13qreFU(+UlZ;W0fjtl2aOa$d^19C331Y2vQBFphWIAIkaHF&lC=uq z$xe8AO#HxB3&!?8BBDJAR$|5|zd6wbfQCwl1Bg2+<0Z>9$3rHL-CY)Q%>miANOsr) z3HgT(0Xg17%=jx?62qMD2`T}yFpTU9BTqrezq8N)j^D`%c7SdG%XDjquU+UZG0rqA z6=-dS6YQ#1xwHxg%YZ-X@2_ZQ#(>B&&D(&u3lB&(6oD20jNtn$RmjDIx0kKVTVd&&XDdZmA^8S1N6#+2kfF|;e(owq|s28A^3H~{-!h&73VHN)$k?W%C380PMPawnt zBbUbHH=xFYuh1?2ZcPso{HtmG-w;61hCnF+0qVgjI6Vbcake(F_V}Mj56lhtSj`VZ zK3pOALXeNOU2eh~v=x7pyVhbHj z330w(5dtCDfe^k8(3l3bFt`~C1C90nQIH3icgJz`m zpWq1$T!R+-B^NC8#zWM9K@47S{gv^*rE5?N^^)I*a^vHMg6B{c4cssm*Dw};A@{J< z`M}UXC3$w%avS9D2RzP6) z90%1&aAI5RROzQ9rTf6^->de%47&{)?C;kc_XQzv6j@O-pb_^5knwHJU$5VTuaVQa zhD0MZR?j(wX0=vPrw+m}IPksm>8n|J%qj6~3w`$p!pwg- zldvW7j37_IsvMJ*jPIW8g@TYup$^0Eb0@+&jufCa=Leai&tO!teWIa7(<) zf(<#>O`CQoQ1}}SR^YFQ5MNGd3m%9skF*6p#Ft;%LKu?e0gwZf_{Qf~1Z5vr{pED& zs{Cj0ar7!@|J}=H_K7;{{jnvT!^Gb3bM&dkn64%)-G3=H_E5 z;{#Xlv2gH%x%pYj_`wzYEF1!0Zs1R(0^kY(77jr$H}JbsL2!j23x^PxTZpAh2wWk= z!XXUi7G^0E23H8PaEO4pMOey2z!f4a9HNyv-fs2y>FXDNuo3ChE(wxa4}V(zAOZ7i z5u~TjuZFp<)s>bz)5t5W%S^0%v^L9k{nSv};~cj|megiNRlnAdv;7R; zLgwr%9o-wcyter25Qfu+JmNQd85gPJa8LGJXDBsE`0(GZFY!v`(iSr_%(RV!hA`X= zvE|GwOmg|fl|l^xp8^N@Ta~X8|9pCTXPcrCQ{=dDcDGVOc43q7k=}3e^DZSnf9VFx z6Uj$Ut}^T-SgT9#%1O|-RAguaMYNJmQYFS2zB2YPEf{+^y}kRL{I#P(r2d)G4`bjE zz}JEkGn)^WXG)FBFD+N>;qyxs>L@1p*c{G3YYB6HLHlMn`YQLu)qZm5r9fXqYHrFX zF`uWxldIJ6pD`P4n&K~bf5R2tl`qs>pby#&N+AS05Y=E5nmU<)IjxRE9mtK(!NC%C zOArU();aT8CliUb+P=nsppu}rH-_=QxYNVmUZTo~K6$-dbLfXIBFg%j$bgsP`i!X& z)9%g86F20vtQ%X+nJ2EuNm)C#Z9~{cq&ziA`z?GSrer0dqGRC6IS_B0NpPu8l5n4j^XfMN$M^iS5-{#up`d1_@&B#hh z0v$dUdV{PA3%y6vOG+r!`E@vr;jneQU-8&FI-hK__#n!1|n6De5C(jMf2X>8Z0w^jZT0l<9W&(`umR!VuajwUL@Kr5z~bd zVowEFnx6E%h715+r)Lp&!*ms0xwsnCQ{oa?Wn+ zHi(>cgQ!N19mTS=oFFe21~LMEb&zC{LABSa&?MT`bNkP)qDAnV=v z#lq@G$gloA2u=D4@Z)!P$5XJ@tG6HYwekn&Y!HVQBBa88@5$s!dlJWy5#p=GlG%MX zMdP#I`iw|c`$8Wc%c$CXBDbKK&|b6O6rIm40b3zn=a>tLtWl99|67w+8axqtw7NnH zSMX1GBBL*{5OmIkNvQ}K1#qdRQY~L;CePwTvGvH1dkp@`&(V2PJY9R2XELMnm;_Jl z_dcVuCBH~RLb__)4u${o(n3=zaAA_Hc&QFfLg1Sz#q!*TvSy>}gioG>)r?4x&G0|; zfgg@@43_fYoUSYMIJQ5+rN0S9RZyXh=Um&Vrn^EMjKaaaN=_MLZZF6wyLhsJusXLD z@-iGXmy#CVKr!mk4?MaMPXKL^WNek|=J`%<$Aa*p{sH^8s zY?qBQNmqkTDQ_U=07MrYcy=#!z&4EG9>l4R0SV$9Mo$bXS4YnaDj!CZzNui4rU5;* z3kSDOQJv>bkuFF1Yr+jTq7dcwh!;Q7pASQK>k}_VtLNU6Ml!ge(luANcUP39bsXA{ zpSAY$g7ZXLq5milF*gYwJq_bdnmy4jCO|M1zu+rbm<-#0GYf!!ip8g;62&JFPKd$c5QC)4XG-21j74^{ zF^YUI?jzMTUI!68c;UQ!>)@wD0&0GRh}7#c>&jXAd|ZYVY=Oa5$>GU$aZvi(q%p&O zIN~~*i3=&!2DrytJ*#ZQl?nN`i8*AjsogQv69VyJ(WL1j(ls|_FK(yM(_HZ`Y)d&L z(oZ|l&Q0U|D#dB6o14OU9lF}EgR#0aOV~})UopLG`DSpco<=6etfZrdCT*8I?9Jd= zR>%6N7&=($7j{>3UEm~l0(Mo(s&e_KZ_~3%4pbRlWm{t4R_Q z4*3Ii?naO{R*x^CIWN1|8S-)#`)49UB3q9JiIoOWg*W{RMrvXnWVSOblG)l4F|BL2iGz?R2Z{`u3lYO}+zpP1aIxU;#ATB|_ zUlgjG_(%LG8zuTT-wx7I#W| zlB_(vzm{9&)*iIi2)KJgwk#Btl5MXo`qDr1T#CwC>BYSxJMICEr{h`ancRWHcN(uc z5!l{nu_|OS#@U0)_TO))7)OX>=-CJX_oI& zA`rZd2x}YM+SQXn&xo-z2i0#VTAwj(d~8GxDoNpiSN$4CYVK%j5K@v+wMql1^S<_p z=^J>}tfA%O0twrLOYNKU55EBUwtS#e{XLGh%OIRJ(z`vdwewLZ&1%4HZ&L*qb7)|P z!G73=S<;hDbnD&YnSo(HK9PRAi*M?!#C#!0@q`dztd^>wlu*GF@frjB_k)II$=^JP z*$b+xab&;yG>KeTotU+Sh(p`wI+h9hFp82-TU*rrRJQTASyN+E0p{6?Jq@KRy8SSU{z z>>+oJ8TW!dER228sW_NoD{lE*T`}y85PN#pel)uiu9*^RR!7JjxDVLhZ9S}%oIG=N z>t6{CFvdIHeD)eEAq%gOcUdVab%d71r96~}NIRaVraDW3e|YiH;JV6BFexI_D*+l` zsYEy*8^UKdL5u6EJke;rM=B4b=lmR&ULY*JhAL=&cf18)Y^VOgmQ%w+K^#?DX)(Xp z-N8#=>(!eU4Xylv1argzd74q0CR9W+2Ek0NFsT*`t+kkFrCe!cJTyKfRyqhWE0)~^ zO#vzr86tk36vE5>XA_Nl^n~`ydz5i(KlQ@liQo^p6jGR|tE3{5=|IJAwB-W4H*ylehkaE3oPINHIe|( zd<7mt+dhQ;4of0~)Cp+cyEdZ+0Mis{D?qsF$nikh4b>x393~Fy0@{mubyYX zd&jN}qqDb3x9N zYhHuTowbr} zT~t^fp@j7jLhShqR%#s^om{;@uSY*tAH}lSEPp*@r$~p6<>)9cl3ud${xyg2dz}Sk zM)1H)rV=_Zsi96mI~+!bACPiAtpRlWkwDyrjX(cV+-B#8M6qDu2(dF$Uupaw>fSmo zs_*L`6^8CEk?uyiK~RwvR6vkMI*0C1QVEfc8BjvHq+#eGB&3lTI+X4j<{tb!-{<-K ze)sE{eLM*<_9ny(Pc~2P!UQqm*gUJ=pcM|Ce zmFi0zRN~6RzTY=Ljy5qfYLV+4(V!@z`~sTF%t3NSLfYr2%1JVqpvIKE?82|u_KQ42 zK3FkB{;h(w;r;QucZ*Bl-2y9=yXKdfP<}Kao?gt%l2CpmA(@{2jM<@sRHcEGS^avu z#d^p>3Me)i1&sds`#WG^kz(j(`~W{q(2l|aP zW^S%%r9^b?8%r2759sejhCf*9ezu=xBTRp)<*{t+op&F*8C1ro<;D5hwN~b540t|T zoPJHKc9qRLudtwWBTO28cI@FzR4XI&YWAuGpR*0T)SI}kxJt7caqo4%G6Hu>_B7jU z&=P@rCcB!w)Tg|NJ1o1N4P6)B$Ixe3(sJFz-MhC+zl#3Fge{*^H%9LRKAX#~#gO;U zt5}f__$}9c;R}F951^5_i{Yjyqm(sDBs44}a1eJVUM2VvdR{?2hHx5YbYP6E1=DNU zaY`O*c!i}zR+GzC#18Af%rX@{h&ztOTKqZC-YzpNNaypE7X;dugh_VDyr$Ji_;4Ic z&bE59g3%AKl#USlrk@(wzGQY_^xN79DLsr6)JpiU3N$H0z)y@v3sO5Y5F}5jIaNrX zQe*#%RLM()ve95uV}B*TBQ+TX*}QyBbOfq4gdYbfsS2sEF}(a9p$w_iN*x`9n7Slu zCAX60<=8N(A^{N~m%*Td10-dWin&s%l z;f=|zHxLgvBeF&FnFW*poO}AwrMe&j?ZbCXvU+zSVT7)?-`Gyr0WZ+Mk~` zi$bSlRS73{`M+fBxQ$9bZR%l;i($%rUQlRK?I92X@VLftNa@z8nIC<*VNogiJP0FM zmc>8Ib|T`jrbK&`Uz+z*DZiBENzvz*wbDhO)!*SJKP;+NOmjH{YD!6%W92NW06VGt zS9f2IO@*-g+Oh*wMB5bfT{ejDMR`%jLv6^Kf`1OeO-lyVyb2Z9$(q25`SMHAKW7k& z=f0ys*@MXM!n)!!mB0M3Jm|MGI`N`hLste}L(L=&!j=3A=A>+dxyECWe;F#u9jJnp*{Y3HGIyZw;@e&e&ZX-LQ{-!WIG^dnj)0y6{sd=jl(=Tu9N%wsDJd z{ku~S0h4;8PQNRHiaCCBxxk3&-IU54`K~`+>IT}7WzS~z(n7(5N6mo0g5lWW`fESY zGG4VQI?N@=lh}K$Q?*&bOwOh8*U4hL%#HqqE6aPXhX#dv%NAIrIGOFmm1w27f7+WW zu^e$q+6yYtf4mE9&wBbq^*gV9@pkNQIdwxY%yU5t7u%t|Sg7S$#D3Y5oRBf+joe|> z&6PAeu{S-C6@%QJp}Nv$o3LJ}yk%RXp@V}1MD?)8s-3DJjlecgjg_1(XBdMnXRPmC zM4?D%M4gdUE`O@-p6*S@!h8?tV9&X@U@=)drWtz`T0S!RHdfK~J&lhnu zWbyb0jhPeKP3!eKo1W(0lO~^8a_6W_U)L~WWZ@}=FcOz|DQ^7v-|HPoyO>VdE8_fts&)5 zOx2Pv-pRQ*C3VeqGYWo2p=n}-cA-wqDvNyJgP1vN)m)i5YQ?{snxzBG|sARXRhr5f3eb5**n zQ46g(GGExkp~grSr^iU;2=9c$npj^1y+y{*?>XE9&)@oAn0l{Y)=8F;?n&O5Oyj{L z)s9clz^rzUP@e^U6!Cr-)zj}>%jkf zyAriBx{kgtf5he&CK8{`Y3ti7tCYp1P4aXA^g%flu+?{BNe{avIcFBiip%T;YJzU; z;bg#EQ}~9Z!28HsD4DYbOC;Ux%ov^u5dQdb9Tw_K-zX{+zlV>t;kM=;=IddaW=8u| zfYYEiaS%7)vftR=?O~P!oOm<3GlrsUy;zLbJc-!`I z;nyE4mFpotR%)#yf2=eBt<7Ol@($7 zEfHP>WxhA}l`{*h0CRmI0hsIGgdSI4=z`jj#5PSwI+C}6o8JypzDOyH=Ab!SqC`~60Q>TwJ-S66gMY>Fe| zOja%~mo+{flUKa+SsxLLlfo(D^^~!ip5dibGj02djWg5Wz)pH;izgB%DaCP?=7%n;z z7Z`Rfy_|is=!+amm-OB0?z7r3tYO*v7SnAFSWW_O6eYdW*QwYgz#GLfLG1>q4U~UG z613~vN6V!}1?u@}0hKf&pookO-IIM5BNrtY{|TMnH-*A>sOzhuQO*p8A05+~{+1`s zTFY;W3ynbx`I^`0kY~I2@<+FrjH};5XX+2TeC(OTr4>G4p91^Kc{ROoY!b>CFDAi$ z3IU~n{9O4G<=k&~dr*aC0ilb!m3vHbO`(J%8qx#&n@CIE69@iH_JEiX^riO-!!e;! z7ib=jXdh;85HrRypE=#?7!p*uoJS5=LxV@QzPLy5I!OkRhg>*;huj-M z@}`^)tfriD>OQw76Q-x*ye(m|*p!&Y8b$*Ei7g0;l}as&o+;#bWQM(EoX2AUDaHw< zgf>vjq%~UP@mV0`NmjXIXX;72;nlzuCK0k5X#|RyZ+RbLtp{r^oS6S!Ckp}i7`F;c7*^6Tw zbF?wF?e1a=t-guDsba%ra3S})IM^Q4X5ws3=ik(ApmTk;Im}IaK zLkiU$JtpP^)B;A(Xz%F>U&2hG;v=RR(R4~LoC(alqx(DhOu6T19F0iq!;$69W57p{ zII4JKF|7vo);Mm#XnQmP%6rJ6PaHK6b*0ae8+m{|q;$LDo}fT$b&$EYM*3LH`zR_e zL&mpTeJER&h1D~(h(KThEAL^04rA1Snc_z#9%LIZg3^z_hZT9m3_Xy|vH)Wf7hdot zCXh(#P}NE4VAU!4477>kXmeWwrd|sG->d)tEHO6Sk0Xl?RAUps>f~U#|Nl5e@ZX01 zpJ{^s82SHgdH_f`yjRNqpGkxsU=kq~m_(o=Uh@rRC&N}&JJ)A%`;L|?We^LM=i;fjD8(!@~#bC4iHjVD?NvK42cd`CP zu~Z#dbRJN^ioC;E}}k!nXFKACxx2?Fn8JC5O~0n-1%N z&jk`sJq%!@YDIX}z?1;tFsx6Homjrg)a8Ys4~`=q7-FEU7qi<#6v_|Rr7N6Keoqwl z;4Kdrr&Mx^yd>^>cZQ{y@a7>qaYZ*}gXCO|X zJ^A}=jZ7d;;IFSy*|M1%uq53iI{dxGICc5^?Y+-xKTZEq3_4vrSqrU06E#5CTH-UhKH0yY_CMi(ZJ}g%BJHg zJVMWHT{R(+q74P6FPD6=P}2zHfo5SvEgn8u5*=MHC8-@Kjp8Q|5l$7V zHNHrH`JP~&R{x;vAz#Z>Z1XB!n`Xp&YJay#W2SJ9z$GWsd3NdpPl)k_F)_~t0dd@g zzdL~|Bg`)h@Re@FHJTZpFX2?Xj~FwR>~)X^3x=_pRr9Xy`?{j_4aLN}?i2KV@8BAH zK+oh&8glahzYn1svc|GR8+&a-;)?pv-xR#jEgF0~Wk~5#WKbSij*1Pp)^_b%m)@4J zzoNvO4<#8t9e0^ODIseBF&F(QHbv=|*W4nSe>eTP!We@ch3wkhe3)7nBO$%92bG_O z=3?GgJ!{&%>Yj%+h3rP(Vnl}DXdceq_>ny59`EVKLh}?(R8m2fV9coPalU#NdQ3)r zQD#cm{t8b)IIxSk^YZ0ANA^?TrFyBZd-W2Lk62Aj^dXsBsk->i#(={xKt=3xQ{59@ z?y1h|@x@4X>#WXa^xAO~&DrP*sz1AeCU`J-WZH(MA^RcChX#hx19Dk34MN>Az@xDj zb6`8SuR7&{_+h*yLBk-^FvxMczGeF{!*4iahiuA3aY)4V>lj8XpTQa z@wOcZ9AEd&ykxyTeuQHEat!rO%q%W&$M|RD!Q6B@8JCm++7JhxJ}K2$x13b z=I~)ufrZ)3z3nbQ3;G!^DSuyr^^A}ylR10ofnFqdSwWpMV4q;K69JwZ(5y}RqF}I> z_ZS{#GsvYSU;>Cq2Ph4m@g?+x!9qzKt z&Jdv9tiNgWt5v$Kr`X>!!29L-?~C4Ibr(c$qbg&-AD3+)e-1xGz#so{bQPJOwPwfX z9t1we=e5e!m;TaNA8a`@sF;357hpy?=GmcnlP;8W@jjkLcjmvnvq5VKKH+Phll7xoa$=CfKiG)N!SqpoI)dJE7!-Xun7aCvxCJvf{Zb|l zCG*ZLYX=YUYY4cu@0tFm15Q@HiFlVUw?QVz)GQcHP(=)O%ax#9u<)L`I%6;5_(}hb zobRcy5Vh~=&rm7ixbZ8R`I{7p(hJ0fEOZbk>gT@?%7N}${s@W%3vYE9Q7;A3mEj-A zI}Q1Y{?L|PN)L{{T#5c<9~y&u<0&fGeqTC+ng)EYoK)y+1Jg$t_3-$d)@ip*Ne%H=>6FMHOr6Gi_G_14MSHy=*7f*eGZUMXT6yD=tentXmtxO zIXC13K}YY2RK4DBt)zZ}(SZ4@c`uGl)ov{+OSqldAt+rS{3&IFLZqqF-pI0k<~8_Y za^sdh=zF6=q@V-98VusTj1{(HV>qyeeZJ|qXnT0LbUlESLg)kecd#AX2IB(T0fp<3 zA*9q98lb-e5UYe& zHNSgbFJ%T1reK9=pT}Mr-Kj>*u_`zFKj|hcb*7nOmAbIM(};@M_A(tSiDB_aswvLp z3T}RDe9CfLbn=Kdm#2?xY)wKE(p8|%aZ6(iapAc&cnfh6xJ`3~xIDb|I?r?wzvYXO zM|j*A$_2JvURcrxw&7mZFkAK3O*7*r5N53;^QZn>!u-z6&S)nop%87|H_J8=`M@YoLh}KkNtqR}br_bZ`142Y6ObyQGb<(6Avv3-rx> zR`yEyRydkeY~mxsVT-RiDH?bs_KgBh@T>_52ct`w65U@HL@(ubFh8!(Qr7;ttF5g{ zG$(aJG44eq$Jz3RT+XIGTLr$~sC1gO=tZ5zGFu)^^uzGvbHA7Wfa!H>?RCJ><$BA} zemfSQPkVZxX41FzEY#S!0Nj{)1I8i^Nga%)?VqOQhU#+)1x(@hswSJK)4=D|j zS}Y#nEHl-54IAOCFx4_a4dZm;AQpv&RyHur-#NJ4xHN+fkNB2n@1y3nUwj}KF=4Jd z*r6N)qU$azO4Q)tzPGGM(D6Kdp~@xe|NdR^-0SzEo!|9^DyqdB!pYiN!+evzcQAi; z-NPKS9V2Q{!QD4el%4lqu3^<#2D2QkxD4dCA7>4t#irl7KSTz~f4g$ z|JMBzl7SKZM*}{zbm$_9wEP~}a#gQ$2n3!KG9bjp<&(v)^x*`>p3@5XQe8}u1u@8W zj#v&aZ%Qd_b|9J^HV9Q?jRTRU^ZdNwrh@KgF0yBXNJL^n+C1`pBJvZ;o6U+N5_L7g zl8SzE&% zs}Kh|Qiuo5;t7$5JPdIk0EE8*A!zHE8-uHm1Q3!zv(x~gZiu@Y+Esu(+Q2tVK#0Xv z|DfGMSW&9yUZDKsz4aHMlgrPb&w50on|j1L&VnI5ej)C^0R=qt0dAbF<8L@zg)BgC zY|yMvKyMi#?)K>PG$4EgXkr4Im;>J^ z03jt;a8Rg;wMK;rn2(Apm}l_qcg4$b8>T_b0d8vGI;pt|O#o#xXjWLL2_z=eod*j@ z^fRsmvL(_A8C2TApWHRu10e^nFvNi`a6BOzr6Wz@ZI%sjY-`c!QKq6TKR5qwN>Q9E z88kJAa!5zu=TTzOS!IP$D{t|OzM_TGaP6313o8ej&zp}so<81ncDpDpTEJbdS;;y! zDn3#E-SMX=4%&rE@wxh8SOr`jT zz@*Vb8}VsukdVM~N&G%Jeudo;B(K6QF-o8H)z(c9w9C|ESM>JlvE7ZPU1Y^P_wK<* z2S3x}_kW(FBgzW+4clI8;zznnMUfn=zhqUk4RCi|{t}K4*)?Wj08bLMxTU~wuofi; zXI*WcJ6`CTT6B3g!Lb7JpE`!@x6@UjwO!hGV_meB44O`SJWhPO#a<_>%vsg*UcQs~ zhSetqgvx{!eyIUSS>_O8{HGy?mfI4en;!ke(bc_js|NpcJla=wm`aKz)dJo3Hn&g~Zc2?dDC$^zHHKS> z+njTbjr~RxBPhuYr6AqD)S392E8OT}Pl)%nS&DkA7AOS|;U@n4OzH+^ zV4<@&i|Qc@caOgnOaa;+{cYP3+)}f;6x?4AroRz1I9Wb2uLwGTwbR@z1&1yo0a65z zZ|y0ZSs_l|E76Vhh>(DO&?jr=6Uo9`YITAExzoR0fBW0DHu7)Rzwf%9*F(j!W3A_0 zneqv9oll@FqLmu|zptVL3{x)ZJuploH-evmVOk5$1@46$g%8{d!-XlAFjrysQaxKu zH#CbZJeJbT`T2#uJ_ge?h-nC6czZv4vt3iCpA|ury+XM5Bv>EbV{XehAyx#3CO*v# z9G!qth4aPNTtSnui68tjG=6Y=Q(Y%r`6+)gbh5ORsMI;L0I%8+g_1>;05US^L)C|i&l~)Wi5kMv0~u?(E;~~ z82bsD?_X#pbI%_0+bgoGJqHy(kEYX!eKZl`H<61annxf8rKK!HGo-M`s?F09fj(IO zXkKpmLIUdrTQuz_MNf+l_H<(IFXH`rXvFf2g`u>QF+gK#thE~LxHmPBeqraQ8gXt? z7VaOKNt0G}`gQB7%50K)_YLCRSj$ZbY`)J^cj(Y2GoHf z0~B6T&~LY%H;Syz4fwXbnBHiH^Dfk*F@JW^e`$T=V831&kYTi8cW%Ki>V5Bx_Pt?V z0J=xa#JMgu_t>(+AV11!AIb_c>V=*ny7PHV3aXQJ zEB*N9eT(^q)jWSUxe7cOkzhpn#&dTDUgxgZ=Q8C<_^Aim=lZv|0&ZQ#1SM|VMvDA< zR`^A5N_(`A4NCk>-lp4%ND?J=v`gBsl}t1>}(T=U5>nVHUl?YECWv%-)NY z`$y7`U^4vhj}0>XRo@~BY#o>-TI#+RpNr%XcNmkplbvBqXw?B}Qs=ij8nK~UskT)m) z`2yqgz5=Sh5M-Xf_IiMC2|U*&^!6v3ljQ?d3y9R1z|cM{c<AfJaPvPc?5(^f)M;%VHGp^hqzt@jW@n%X7-4#W9^pG3VZCel-EQC?e^ObzHK0Jy^ zl%InoN;5VZhvlaQOIX8k>KTj%N0649Wu&?rl)EXo87zEYa8(|w+2p5tYeSDd2CzxD z1($<`gJ}4Xi|zZ-@U`hrK1>|^MzSQIQ}`L8)CQ@D-{o7YGvX)>dNC|D_kfgaX90&@ zt>ZSx{0>RJ*hD?IGt&Nqid!v&`Y=f&^DhJ=;yXr8e;)X+grE`fp-nU?31SA3v+2v=&#u!+JuuW@Hg-?@nR(VpXp}y17r)I^b6^%8|CAcPl~1jeM9XRQmKo)ns^R)vdi&Wh%_taagV+9 z<;@oh0*7$*#Q8s>)p+WgnCb2f;A;%L@eO^}$SWwsO&*Vy^l%ze!}^je@*CeFjZiB) z1E>!04(xQkxeU3PPhKs_E5}(5^-aU+Q|471>kSdFs}+WR+~tFQRl!bfkedU+ zUefQOGD3kAaR^q4=IeroHhxJLnz#u@1L6NvSK&0jD066uIfQDYIAWBuqd z*?Hh!i_;g*r^t|L7HRl;+YTjt6AxmXBu1^aKRxY2NiICs4r<$alipqYS@#>a_wN}Q zm%WLq*!i2)2lp3Ws^@Q3+up9nX&!9I;zdXi8{`7J`!O5UT}B@#3D9}`w0fOoO$4ETnX3OVW1j;W+MnXgm6};+*vT)SUH8faE7W`m;NxntSSX*@gAM+euh_Yi7YO z{9>U@qR-DZnxZ@+mtEKPvTJtKKB6XflE6mUm-w#OMWEB^60D2Vu5st&QfhB&R57P> zKU{lgZB9rfZf#EaZ<3#k$C^H-_Wp50WW{KX{{`M|IO)#-qZceJ<4;52~YHw*Qa zS4QLToz(*cyN&JOxDTr+v)`Mj<8IX6x~Y5 z+s`D}R?k6nqcLQoAzm*+B8*{N_XvwrkT!~90}3Gf=SW(e_?3~6VRq8KDadqwYEUoN zIM?8FUNu?Ei8ws%$Y0c$IcUj6`vgT#d~Fo@i)8@wK2JLu^=laD+YQU=`6bP0OeZ|V zYXUE#G3YrDjZPxlTUGS;LBhp$6MfI+)KC@^Q3J4$w-mRSR?iEm6Gr5vyoP{8I}L4u zQoXx@{lWtK>T$}G3c%?{Bw!C@dp|ZX3PEY7L0DF9GG>Z{jH3r34j{Bz&py#mM*!lE4CG*OR%3X#~G_>z^h7g>Gky|&i3$7*gg ztsJbq^Qt`lHfO8MSP3LxW$3Rn>ZZil& z=c!xlN#fs&_;0Ii^#5wL0mXk?ZKMCP+Kz!TvsWTSXm*Axp;0Gy-79=Z336FF@3uU0 zcqU7d1Q=|bJAIaZxd{0?d@LwvBX63SHTc&JG6y6z-Y=nl~rvtIW7eH5z~ z+*}M%TEVkdvCEbR;6Txv93Q5)Wq`rvT-lU8_;?YG%`$Nnjs0li^;hEVoIA(-NO98P z2l)~@GvS-k$5)D#hOs_Oze*p=k{I6EbXLHAV|)bKFU=1Yavx#{K~lHt>=QQ*$3QedZjkpXwld;0yrnQRgi z)G50@LZ8&q$27?we;GQRyPYg!zPLBQ`D3oOLdtxgAYa(5?teAd-s_kg)+@qhx*JU) z-}p>dgpvV+T~Oa`+5Rf!IOI(OFJl6v**)Op1SPYq5HUHLuPvtPFPhQb6mhKDs%*^K zDr-F-Z>L!bM=yv$>fiC9HpVDaWVJ=->|l2#nMVhLa%5ks#$HCR+ZL+Oj`{W$- zQ=rZgc;eS1$*3ILxT)pGt`tOw0T zE+nw#Q!GPb{>08np;{F@{$R=buZLX4YcrM|x%Tf0^N^0Ba!hVOM2c*WNbL%DHn%vN z$m0m(0>09YPJnd&o7C!>v+2G5R*7?dK=}(yY?>?gZy-D0MGY*I%>DtE11iHYgt`x{jJ}=n0Cp0pDz3crPuX=QgJ+iN)@Ke7m~{?M)Hz)0SjgX zjPz3vwXN@zyhXU5y{vJOx-Oor&uVo)+1_(b^I)>I&#GrD*J!Akp-uTPoYU&{-7;+h z@yYu1l5=q5SUW}YxT3$>?v|3{%jLAytSBmjFY~KulJ)qBL$zb!hxJ7^Xuvq`zSt%N*et1)S6;#u%aJ8dn zHfRGupMwOot&g}s6y_s06!fHx#vt6;W!od4hf@xJeC|mB4febA2NihK-K_%fn)@a- zIqrpO+|5P2{wPxE3Ka=CzO4QJw2!-;IdB+_VOu{hIOp(?)*ahzR};p64ryk&+HF7? zqyKd2LT-{p1zqndq$-}wIinge@(|!tSifjXq*gO>lP)S~WD*h@3$oUXdNka4B{C{G z`c2WK2Pl(3dHI4SBnwMr-KQWxHQ7*@?_1tcH@hw#D2a#TgGRAqZ0<8k(q4|2QpwFGv=%IIc&;h>>SA!2&K@=VnM>9O@ny{5_lL zv=9CcDvt`gZoxguFv2s)eTJ*u3Y77|sEa>xQy?-Zege|yy3p9{ob|zonmYd4K}BU# z6^ScgH?vns%1P-xgY!8?#!*F${S1vMf*JC>k!#+DHH2rcmiLSC_SZ+^${IXYtIo}j z2=?lEX|xUX*E_+}Z`yqZns}(={rAy@HSF@oDi=bj`+DVkLLKMdQ%9Nmkzfj^&8x2G zUA){z{UAA+kEM2tD<3p93b`r6?4!nElHgH1 zmmzvSv7J3qLUXm7HIfO?Oq5CY=)Tkyq9Sz6bNw{BPkZj>oGKz{ZUaUwa55*3YBkD5 z)LrgR;vwsXf?Zy1)jQn+Nn>G7$B1jPD6P9D@jA zh{E>9MNo~hxd_lH4AQl^#L1JHmc~>dgFJ!^Qd~KuqUQ5QUFvT(dEN(Qt}E1YoXqi} z8bxyvuP#TjagkmF!R1f4>Yv|&Wgfu-0Tt3KrzF(;$5EHmn@#(7L78g`609e4tf)qs zTm;qSNGlG~t1r0x@m9UkEtvNa40#AqC%r-}q;esvrcGmj1!`K@mu@aZVaKh3^$KTK z>f`trfBaF-!8@m^MbtQpLzhd-yS;G~PD!4Jv|}-Dpp{-2g;$d92Ux-55nol#3)!MK z(jE1RyJNVIP`|Q49@B3)N8hA6F^^Te;UoDyEim_})U?@_X-2{3cd+Qi%>A5Ei{8S% zS$9TjTM_2+$enYQ)`iaI?%MQ9naUD8x+Pb#gu{kns3y^7`w+B}yOPFSZ%H^CyZ&Pq z_E}WHF;{yQ9Q((2v|TMu^j)oKEDp(R+)eNAO3FF<_iJ^UUEaL@5+KDtvggG?II@=q zT}Y={x-QK47XhNA6DUr6#r1oa-=i5{*^PE&kP7-3_=c#~(-)j^<&Kx|(;biG(=|B2 zcrt&QzwOJg-4%kh-NTfB)a2Y+ac;i)YjX4bO}^HJ-y_{kLZy{u*@^Ed>k9AC{;&6x zXEF{p^#LMP{Cxba{o!39!M>L=rDg`nZIxx0bN+HPXJQJ4hs(i_yTpZlR$^+1{s@VV z&@{_4=MH;STUiDoCw6GJ(xIGd8jDckc}(@5f6CouCug3-D||&rf-5dbX?eA&5!LH` zA|;F3Ck?;%D(=^H$QsLiz-#D=uv%NQZ9pWZ`+18yT94T>9ApYTlJ}JBaOWl zOj2rR;?VhaM2Z1L+-Wi*^#BzP4ZO75IT5|Ib6f(*4np*DyO(VwTh7ZR<3?26Ww`2s z@!jlPww&GzFPjmHsY(&mm>-VxKatO%4+8nUeh?hKd0M}?=kHrK$X1CIm2Ox{On z*RMP;1#SSa2OP~v>(e7cN`*oN{|zmAO7wI#4WBd z_y?5u@lqd@c%3XkiLpro|Bl-La1o1Xj3QgB^lo=Ln^AWi><-@u1FEEVs^eu#kN)fZ zAP#5K!RF@WP@9tB>bq}!P{rM&mIXZOE7 zC*1Wc89A@;b`&nPc6)b%zbc1G6I?DpV*)>4y{*-+ql1~sjGU1si)=vSh3h001!}CT zcDAuh;v09f_|Rt+@%NIREbP^ zE%8>_?Grugb9Eabh`g43t1RxR8`^4br8ZKGwyE(K=c z?KeD+)R0vfl>4-^$~HTg1k9!ln&gOHOWK_stk%u24veXksjZ#+FM%50&8MYM}A z?rMiP!43>apjTU4f)911a^fmDleNhjUbxj9tUv3D&x{b%W(b;>4e%v9TxDC?|4g@N zmM_WP{Sfw|B|?D6Q%_m-SiRSw$jvq(>_iPH_CP64vQPxOyztdMS}j-`OiE&u;55zo zdeiXi^2ll(J~WWZ$*`jWW`HL^#W_Eyb$jh;pPkGZ#V=zR%D4vnAh8N`i-irl3ZrMesdmu z!)|QMhw0_t)K=q3ausz+St(R`!rq~$|G-&bA_rHzX!I)W)94Ugd56CJ7^-t&NA{UX zZqSUvOvR<0Webf;o+@n|ZJ)A2*6gqsM1_xQkVY>QsL$dhgNy9^aN9tO?EHM&z>PfG zIDz+XBTO-59^;>0K9Mv;9u=IzHUFeaR46!`z*?e_ZsgbNLp$-Avw|-6!SfSAzToTC zjkCebc}9sw)5V?JhFL)69Im;aDgjf_3PP!&nPx#m=57o;EiMQoxo?lwF5vx#2uL^e zpUto0N}KOOj=o+FCT%iGjF{%Apc9HDp$G;)rVajSN}d(>2bWRcdvne~qHgmaTnO8D z?EAL0kvY(xdnu8`3BR(5+Z64+2fH{`ceQX3OfbI?^(bO}Ar%KY$coQkU~X=9Vi69_ z`9zS-DnGlmQ9 zfyEgsM+s`>!ij3-ltt3k2;{TAh$^!}#t59IPlgN9{jwBeMR%vim^5P}&TNMHK# z@Y{xqrKkh4UxEd~!5#ukPUW;$$?Fwp0C8l>W*0ZcQ+I42lhs{%WT1q_Vx)xiFxCJK z5$t(6NN4H?3k$ubuUs4>81jw9=l32Qc;!5mMUKoC1FcRF7!x?SI()G)C%lzD_Lw60 zpeN!gT-sr3lQWzV>Sm86kWvEmeQ|H~mXdJZ4Rf`am)NM$6ikxY2obqFKv-DZ2l6eU zb8x(E@9yRh60Z8(S>d>3@gObD0JJgnvMQbbBMqD0d{bqWafFcbyGS=TGaBlrO>X9l z(8p{cg14rp?Y_fHdrhSdu2~IciFL)vVPe0EJuF6xYzPVbVsP%cy^g&Hkdlt~@l%gF zemM+fv!8JXSz~xJ1yxB=8|29ZmG*ALK~|i{@bed}Ov%Nk|B^6V8-9+77Y%_sUv36) z_Y`gO9fq_GsyInFN*mO9$zRRqC*$(&xhGM0P8V?H|Gv#pnMZ(!_x3qoy}!PWrd+xW z>a?FnXd4WX#G^eUKBP%FNqB;__V8;WS|dT(#eb28LdK=#oS+c+XKVA4Kl(3Rg$G)c)n6!I`RtUJuYqQ#y;ZiZD8t`(M@H=YXvWKaZ~Z>G*-EHp;f4u=zZUE&EH*SU z8e7kYgW<<=x{pxwCPR*)EIDz(p{zr@Y|gbe$I(2@QoX1#7#^nsM#T~4-UUtq;`LyQ z2W4;)R(6dCFy1qg8VZ#0a?iN-a$FNV-<^S9zN9xMkgfAEbJ@@by9yU@^?;g*`9EQW zsDSwD;6@>`ib{3kayU%EFVTw6Z#X5+wMKv`)4g&})Wp+QN8p$D+%@l!fi|UF?$`O& z+15c zAG?b!zhQl!g~M-lDd&15D)ro4>Fgr4vU^h}_8M=;jb$P*W37yOEI4O5$YdJDfh>dH zqdT<A!0;gAJvk!GmwHqzZ2e~=FB}+Yfw(z(svX23pNn?=C>~WZnkGB^pRHo0fP+c zuWIVo?$+b~vkd$`Haqg4rTBz&;hKc{&{p!&Crw+P+hjhd13bi0MRfT6qU*+z}_Z03l(UFJL&!a7K5 z1nUJ5?)oDClS12KO00q@cgb~S06t%T@CL87CS!^V7A)IlHFq#_ea=D(yM?;`g%CL3 zc{4FsB|JYRs zr-FiZLZ|_J$Ru&zZ)uUGVXqXlmxTQ&f`tM9hT^n-ZaN~^Q z5Q4ihFGpO833G~X+8G8_{~m+CD{b=8=qpxdOoDL&dz{?_7pfNTI6X)Y_|+C5H=ft? zo;fCo$2BC}MEg&nZD`&zz*oMaNf-ov=#2#1mWl$(vcM0$RvybrsK+v-!hbjJRQwKH z@5YIV~#nB5AOrCV}AMj-Su0J2a6UpO4sM>f{66AKF5T` zmFfrPX?vsL8SUMc zguqH}X&@@tg$bW-Unkt0G#<09$2Y`?lo(Xc5=hfP32f`(`rq^W@&NmHgPQY0pHc!l zfp{3mWu0YU$2o#jOC*xGTA|@k+#QV6_9w3RrT6AID@pj!6~b0TnD-0b9vqCHOQMLo z+7y#aI8Meqc4Y#N1XB@f`rxcrvNtD!$pEx8PBl5WJXT+mxE$=x!akXPBRFcB8i*8l z=Y$s1x4$uiVQmg;1LMXF>mSL3Uro^Sm~g`@`=&Hxwh5vYU5& zQF&AIe(gi=^K7d1y*9lHb-{J5RslP#=gV@Zs4i&wt}!&7pSQ#Z? z*|d_}gM;zbNMittgToq)JjtTH`>TeTg|051^i}*HhC)UpJUc+|DJuAT&L(UU%c=AeD3{YJ^PupX3gxgH@aqK&t5x9YjJM*TyFT&4io#-DD=u6 z1EN7uyhsj`#+4YFs5joJx6NhH)_DM$%jR#!0qv_NvV8>JBaF8WPc&jxA0Kf0S8uOmrgEiJYy9aA*m_u`3U!8!r)CBp`xiiE-by_R< zAK1!i7tM3kFu~YgeeAmVq(#pCe-e+n=zpHi|7)@T{^9-pA`Xyhj}*wL2RyiMmZ&*M z_IBT$5;@<`SRSP1jMIg59$gT{h(ZFuoq_(>u7r;9QJ0O1-6yqq(bL|=pvp)?B$~|u zWEstQ0x?=J*=?8C!{W>Zph(9;KY za`mBMTdd>cw!EVtgNMPujgb1z%|Y4h3b7fz5A3Q7A<*YjdLYyp*LqvlcbRt5d|PI8 z1svv+H1gnkbL%HkTi#<+%wy+yGj@4!)lG%O7HQh~V3xycg`Sh~h$p8*&e;fqK z*i{y1Z63W!XsI20ox$ttkY6Zca)p?*Ck0OAKdr66c9YL7(pCrD)x@K_Oui1Sn459} znGe--{9Om0jGpJcL{?gy9qJnqp2#S zZxr#$ep(oZA#ck3eTqxyR*zJnIf04g--OKGw$R-SrhVEhqlkw`lBpbc&5d^UqcsL% z874|3=1jxMjj48Ca&x3gA@}Rq*MI+3Ii2U^@!Xy*uy)NYIbiJa34MI!<-js74K+$C zj$whczB|98M7n0%yE8$I1U0$Es06qfIUQ5&a41@Q2-vO5xHo+gblkf&`yP)sJ*Q>< zzOX&pyS<1-+0-<~sCYhMW}1;a9l$)VN6<;!wZ*AaDVmB_sFh#E@O|5rJZBl-o8d{J zy)_PTkt_yrQCTV)me!^ju)kkZKq*_C5yi!Q4rN5$r|91)qV@cO2LLJ zF0t*)ZiY;9SB6i3;GM6c^mW3wvhBU0{^JertmJIxw^Wo$8@*V;W0xvQJ-%Mu&bu$I z*8!E3_s2|vd;!MqM6L|~524>F$v`q+| z#a!}!f%>NbDj-=NU{d;PBK~9g`PU@=*YxVIiS(}*+8;0dzb4(kCi1^te@$M0O~!vs z6o0+Ych$~wE6ibt@sm$1C};Vxc5%4B(!swo&0#NlVZYUSA*r$cBk8e75-cd$(kv)$ zFVLTXU!d;_gD%pNkdDzooK(DU5UdEPkqbCkJ6IDMXa{}w46wE%9n*nIfSiG-z)u1) z69N}t21vCA)baq*uK~Z7?vLr`AJf7WQlkNImmom8K;SMh{Jl$<{nSX%5LgolC<3$p z4N^uZtceU1{%;f-4g+4efO9eNI-tYEksIfMW@2D38QXrVG5V*<1&pN2As<_U*qH%4 z9foySi$0;Ha;}pLN`6zA+`FPF-81Zq1v!+)0pMImVfMAa&k*8ucmUH! zIrc*WGR-?sz-&>DqmY0^^A3~{XO!bOBz9odXz#dhGT@9Nv5x*=7d2J=O-dtAieW_u zeDM47hpaLrApN`pH7p6`xCIHwKJP#SD?&LQMBVB-Z@2pZ-F7pktm@q#>r1#?3cRX5OhK>?zGx$z!VH`sVV z5n_S4@d;J;qw&IXNHFF`DXMOm@q#iW7jt6(RX4(TK^4-4xv__;`^k7g4YH28frq9W zZM>ikLBrbMLeu?hyr2nT!P-zo)BR$+paoLE+Au(S_3fTo{GsvpH24oqyr;Q;X!1Sn z`a@HVe?OA>F|7?@$}R`7dz&Fy>Slchjd6^;h17qs=7G&U7o;%GV%EpyRX=*H`8&b_ z+wCVQw>Cs9JsKsDKoLEiAfqTtz zwoNGiarS-?>w_04d+XQ_@k({@ULc*hVdQR|mdSF!o}e!0=P}%5W4%b;Q+_pLcV55w zi1x|(+q~?z1#BIez31klFOOFeX9KOWGoDNZm5doI)w7zX?jsKgG48lN@F>I5%Ws4= zu}~ZyC;6(~4@r8Ru6Dnyo&ZCgY3}h@V6;MQC;+S_$Z1wNJh!$z*f~Ql*jITn?-ZB?w&Z)#BOzRA6)r1}M;(gK=`?;Aus<$zwn-C(P^qI>l z=HWFN@8Fw|Rf1nh;O9v12U>F=HJwHpGH;G~I5N0aIXEKr{C0GwoV8fc@vkcDmjw9xwy&>^b?ccWTRLUl-SyhdYVuS%*X1q)$NVR8shPrRkj z^<`N5mGjMpg2MIBkR_8X@OzCUECx=o^hzqyJEYmTvLJIg!M z_KEr&qOx3;zAOcv!;DkzLm;R34fXz118WYn(>!3F_zRX>Um|2)9})4bm7N& z+B2dL68GQ4l|Q4Aixn^>-~!7I{4jfEHk92OkCU~-$FziIJ{Whl82dfJpG`;c5)w|Z zIIE8iA9UpsM3TlY_=hPwz&dkvj0ai7rXHrA5F{iBI&zzi!pcIQqclED6@)%s8G&Vo zDxyR`q{EX8_h8s419lm@>YN{kHWW8{J{@nB^9Pnqy*)d}&#%U=S?G=W&Y!fTHGbGp zn?JY$zfDz++hxanD)KsTjo^AwS6Uvm;iSN*J9G3c789j8O~i*|HI_4>$?c8wG~0Ka z69Wc}j)EoaKIIf=w{vtF;-f+4*t+%XHgA}{mb%R!yy0!|sti4x7&uxDkJa!ZMUso6k{hn8OoqZqH8v!Fk7Z11wr8mY=7O%chBuQu5D?SLc! zLiq9GIkkAZnX4Ggj7F@bBXLZPHD)dPIhga(Y?xk|IS`@i?%0OAgU?N2suhu7pi>pP zb?WUQ{m{Neh;wD*&2gwM-JRQ2GKtq29Z`IeuNC`A2V&W`wJGP8dyakvNmn)TFBej;GjjBFlua|=2+cpH zt?jBUO-~eZI-yngMtHhT@z5CVXymD=v#jm~T7$*{{xm$9X0aW5XC9 z2r7=ZmLAdo`C(|iSuU(J-!fS>uqrMJ_F1!m56hP}Q+iY2)NP2{24J>Wr2K9}okx z5~s)ypDKRvO$z;>>eij2ct>Mq;Aca_b`M1O7oX@{VGbu5D1NyZ-M$?3lLuSKDh(?h zNX*hsEuh$RQDacAS_&^@jV+2ohB-n2ov?Q$2I*;~s0HXVXB4FjbB7oTLjwjLsD};D zapgoEB_+;h5@f|dFASqz$j9TQxvWD9VM-T)Ij*5#P(=BxfI3EqF*-($!myTfSC-71 zJKK7_!U9R=h%wmeSnySzO(uvxl+g!$B)?soag{$Ohi3L)u^C zp%sCp-sG;L*L`VqoddZa#Ya&u0gg^6bG=65_K?4o3HKaAcH8$_p$_EeJ%c-!zxs^C z--Em_l|SMc2l{M5k#^U4XoVroH@O|?(D+u@U!b$2czkM@A!5`7<-W2VQ2APdcahq@ zBED7nK^2SJ2k;=4_hsW+72f_j++mzXxl^}Tue3erdw~{itNz3z72Ra!8}0ZYX_{Em zxk(O=AMZcFS6{y0_nj-^qAf%>(}cg{t-1Z~vbzEQc_>_$+$t?Rf$n~Mo?kw*WRKW? zO+7cT=n#;WK6H4z?Th!LY+=fHci)%S?feOax0nVNpm?AnwC#(PQMM2d+P){;vj9<+ z*+RxUZ9yG=1&9A!K|Edhtf91j%ac=-e%Cd0UDh>JeC~ee1YSQ-5@0?>a7*o%E6^1h z*&qaoy4?_nq;;FAtkf&;)Xv$|6L%{(pwjqlqm`wlSxi|vcgH(Kv;X6%hzg-_GAm|s zX*xIWK3d#Wdb^DBt(r*&%XL2Qu*RJxg|*E|4z$bpAbjuUG*>3yfWo@)j-#YP&~M)j zQ3#b7Xs7Y+sCJaN8{bWJ!`cgP9L;`gtjloA2kx6NK8FRJy)d zCT{Y-DtaFKW-NF42mb^l+>ty|{b`kPL>6eoN&4$L-#l+#u{C+5_Ie6hvQ`^sLdj1N z9P(mQJ>HiSggbRRMbC|si})s;R$td!vutA;*gEQl;5FQg@D??S zqVJA&@fpW+M@CBV_VK)sBQQ#v;AL^E8L)cQ8XIV-(R#gjA6Ga6h~1 znuG?`?h<0b2RWh-43ntzXht+?Xqq)?XlcgOod5P{gVn$hi{D^FJUp;v)PJK;0es4< zLeRrAEVr#snG?^@(A4JOC{~Tir}pV6tm)~f3~-dGUHgLGz!F78v*_0ndMJ1UTD!~bd!WcKT|H^>^K@7U(u6!V$l!54%{?v={svO{dnyRJR8cHuW=b% zHo6fUt=U{kTS_Fc9LDQeB~FZ+cYv2D$4`0>;)}CmwT`wBXUsH$mfM>#XjP_UfMO63 zk}(1RSd#`q^)(QxdrpB+9Sa2KJeUg*xX)ca43Y_K)TV=FVq$!*FBP9g-ZylGyC_u7 z1ap6%K6`4nRoDK>3_|Azmzl)`Db?`3yRUjpq${7|A7(aM zI*UsDQnVWsnUr^i1g#YyKWF~ZVb{Z#@HWrhr=M$#lqM1oQ9zjSPrnGe=5%AaWOVB~ zr+gI1Pk+VGOaBF-d(@pF9jAnTTVd+ahW|L^fl9@;7T-vjo0iJ=Vk5HJWh$Mn_jP&W z!Hp(d5l#Z67`Of-$9wSNb(uaNNj-*dOcqM4`m|a8+JV+-T8vayhy3v&4;lnbJ~<>C ztq^3{Yy=b>3Ofe+P~X~O;jnzF9r;!Hyo6L}#T5US#O>Dfw$Wxb($4hG-@~qvch%in zboZ{>X>g~?h-6sSetMf~j2(fhsK~55iGAa95c4{S*P%u5MrvN3wzdyp5AzbfnOZoI z=3;vjp6BvfoaDDFFlv1XC-ux9ljvG~Z%RlWT^lB=%T4qqDYUG>s!1vt@y_8Yz2@ZA zX%jDB^$x8Q#muP}W?cD{Jk(ctXKDwSMNywgTDdoLND=|3{fX_~8?2T&&3(8ma9VN&AV^fg`XsL^@R@_SM8U~M==qY#=WAQ(W5K4`Xdf(| zb0(wq+1sA@125?#mZrt%rH>D8h;9x-qyy*;4;2qOBoLT>KE3pIhjG%w`|l7bhH!60 zO2d8xA|-b}8IeM~UyO(}J~seAgI-rkGyU?NO()uI*&o8JQR&32*>6K*&}Us)Yf_yhr8VoZq`QU;fNEB4P&ZYPlS)jyrePgi&XL zabm?V^vsA0wvh8=?705b^tuc&m~nrqW>q)*I4pT=w>C>ptI8|+`>frwsxr%UVd~oH zP|M?Rsm>2wAy15Aje@<@{m^V%Y(uCds}-6bMSjNpE`4KB@y3pD;JdV<`N-QvYBU|e zsq=0BF1wNxhNNxp#O3e@wz5qsBr6J3gy*x`m-_)ANw+z6fpHz5s31J`Zi! z-hs>UY+a|GuPaI!wcjKQ>%YWlk+PdvN|4QiVC74{fJu}|8kP(0u}Xp&=eHLu^z&z` zN7874K7nnn&$X^H4dO1|5K8T)L6@tv{7ATNA4!|_?%InDI~T}vhzrhh+wtM89z$Dx zt<_#qCdb+MJe$lnNFdg)h?8$*=cu;iV%=E}y=wF|G`x%~^ujXhLjAr^Xf}6q$yJb$ zH9EBUNV4LDEoNe*GG(x2HvZNVm2T?opqS~me4%)kCEc_9AV(raTEurfY{7c-V5IYI zB98(WvCVufy2U0T|9-T+DDFJe=bSEC>$CBA>$m z4X>5}hRQ@g67?>LO6xn)xAObeP-POuK!YZmG2?jFDD+0b`G*ZUY)Jpk@KIZMa^5vg)^C(@kUd{`=eBo-U}^p}ou31l?!Lb3 z@@;LkfF`pD3ZSQrH7KluJLh$vsl(8j;wl`QHsp^Wu?qc zOd2H4J{E1D7mK-DMk$Iq1{Dci(V0OsCJ^RC1HxbZ4R*U@tQSQZT>zK6E4+KBs{e5^ zSIAnP3cXWI4Z1KH|8Wl#Euun-8rHlpSA8Lsvx zr^NnEh7X}rEQb&LR~{RPVhMPSH;Mb>f9J%zwJ}VSao0apVC8;DC28zqfnysw;t@f8 zAbK{zW&WN*Q68_#zt}a~(c%Sr4^vA~aCTdT0l=K&&B)U(&K_V@AEK*A>3z!5d!!(- z@$tIUsCy}dS~{X`^;u=;8+-GJI>l!dp?p#*uZMF@vQ$Q%hGm8Mk@66Q%s{=DW()O< zAwJ<&ZQnITamrG&^lqd+Rd+3t^mPV;(@Ya-UTboG8I&S`d-Dge!#PE*_P#G44pKbU z3u1}Gpxy{sZwo0j(Xy!{h>z2X@$mbOquAkFcQPCibX5FCl*&HDrO4P)u3nAhSL%

    $R*S9u)9S6nA~aSLGk*3`|8TjBTSE$&HDV)4`En(H0(wkJX2WU^^A&BYC)`by zYUgF!?ZArCWgw5B%z7JW*We*WKke#tLw_UNb=S5iplaG3Urtl|j3YdmM4Om$^&{~OBxl@_I8g9cVp%Qo<}ae&B2S*QR6#XLfx6q^lB_!{~L0{P}EqA zOxj0`w^*Z>3fCShi&E{5x~{GQ^aVgypwWskf54Zs%_=bL^Mp_(>oe`C9=W)tA?9CH z&$Q#EV_4uMST!L|!|Md*z1NZfrEL!K?vj;j<%G-D2eX72qnYKH%hpR2D>AqUY{Dq? zC`SC3yYe(CzdnkJKE`!&)K2j3IM>TvRKU0?gH2WnLVeLNE{b4r+n;65$f%c+k>6}9 zB2Vd9LwK<5Z0N9F8+}Gmi2Re|1;n1H3Q;l7PPxJ_jnToo9zFbk+_Pn=Qzi4E1<7@ zSIl}5`R?$+ieH0_P}|20%ZiC_FPF)Su%6U5PDffA4E%gAY+pq*utDY>x)YA)+rnJ& zIQ9gus5Z%Xkx*M;d?}M_TgwC&Jcm1hdVN9`hL=^Jm1GRIeroD(T~@&QD`JP3~fMp)&y%eb$&<%3D zR!yol7^-TZ6Z~NYUIbNB)(H;QZ+T=lej_eo6|3!_nNaq(;o~ZNv{`@0Xn* z@EV6-H#6C;4RhWYNBH-KKCdhfxrx7h2^xy4CRc`=JXegH02jo~`<;IkPwVq24!5@t zjqyoT|4X8-e~PniWr{8DzuSY8?nM8O0KID_wcs3JK;xbz+cILDH+%3gWZIULbeHPM zY3k?fg**~f-z3m#?{4ju%vk2j+~4C(cpVRqAI_uwFxV>CVR%~F=c+^Newx!oY+7%M z&ljo@x);vp#G^R1xOYWmTWh*t_(PA+pj2XsLIEsY8%g>2*5_vji9UEkk5;vB>(v@< zV*`WKI$AzV+cfx>FD?2``YPew4Ki8i*$}qoK6c>ASBey3voPts28+nN}hB(Px>&`+Sm-@Et$fQ9?3QvqcH2SrgB? z`&CuYIDc1N#Q3va7SdUXQ!P3PKM5Z60bZl5H@UYBj6uP0JAuf(SJulGf3#3cNo_<{ zTmfUNP+Td0n?cF~!zP|~{Aipu$G{!heS=$QNJmjNBi~ctwl3@Sf?$+GN=a=`R{T50 z7RM8%#tRwR?Yag}k3OGd^7TS#rF;Z~6dI<@1BL>NoU=w`MkyA|t*;C@`RI(PR6!@C zj5(S?F=>y2s*4F-GXrp@@-^`HW8GhCe5$(v!6&adb2KYr(qe;MUyzS#R>imtv?IC#jG8=$o;D`;;DzQr zr(GFXqv}lVMRNz*dPL~JiUIV(ER)x>#;`DlF@sk$Y>ygXNi#f0gTyPM0O}hcggBF+ z#;hqL4=^nCTn9^j<;yYnF%0H3Q)-ONywm*=<3=feR}sm0yVd8+Zl(klPsg{w-BJ@; zxi5H)%2UdV1LabndXz~tD0+ER|b>5qBIC+}5EIa+9`*o=m^MJkw6o5h$K4mb(sxKMTY zyr3Et`(*Nj16jdI)mmL?a>uiMP#a(?EO4_Z+AOAH_!2hp-f>{Z( zCu;AG&QeAQ3SM#-{$UiK3hI;3{w(-gUqy3je*pgqKc0|_$EW%xPO zf!z_AI1OH4!;ApM`1c*EgZ_9DPIB=agWryVbs0&hHEvHJ`AI82AOfMTOHi6k_%V{? z=vP*J$q}Dme8s@hWS@Y|#PZ=~V30qC3d#RVBQ%jD>qzsFJ?t;BX>0IUe`rtrN}_mU zV20y)0(37JS;`G&h(=)3M*SHptN~wj>KIw7&1|ImYrl9Oio!8^U(*rSiGdCb^n}t) zh{1LNj28}o@d9OtsHi~yu|2%X|3FJz33a}o-2c23^G0_!#;u}b1R|0wxHQ0x=V8=y zSFyyn7w|C~$${Gj_U0K=@H{h(EA{t*INKhdP&-lcl8>{#rSYXdC(>e-HHx!=u*rW+hfr?h=2x~x1`FLT3! z7?z^R5u-%LHRNQxFxB;s>4YLPhMAzrk+)+9a0ZZp^gxfV(kJf7=7+Ws0h_OH$ooL~ zvG(*uv`?R~Gp1d*V~P(1@E6|+ut!`;2WsRJ^Xb4Hy>l`+x9@O&W+8?$I4cpIJuc^g zl|5HXq2XTAS?3DP^dr|r3(>!uqZLAhKKXj5S<0?G`l&ngi}KWl{HxY2y{z8E9nsf` zTY{h42n-9YJMUM*r>z(kUrqt?0U)#Ag=ZyaUd*T|&>sB4~k6AA&Q5gpOQ=+f2m z`MZqWeef%{(^fPKojYnvqEBh$Uk&CRWTz)?$)Dbn@jqk|An~DIgm@oX(MBB41FZ|L z$pq3Gi~_A+-}-gHulJk#%slCxx}(i~VnMbs1W4ly^!#AFqc^N!m!8-eAwqdb?Nno{ z`Oh5kX$5C7&M$J$Xi0Ig|ZoF*gh3R zQF4eeSatr+;hVsqwtZ!xdl=Dssp4(@yB}HGRTmM5Xa8eq9C#nkb|lln0JZkLvmJt* zzieYJOU}jbbw=3Q8@c)*g&c&)52CvDSAy zIy!P)@KR}IlgT+=FuRf(JJpdgCaZcnrSz@|!@EV5&(jsJ=7&Tfd@9)LD`?%|i6fQs z*YmOvJiL$9*zaFF9*(P~nR#Vw)1(lhd~j*USBVf`E{~|D7tD-AD}A0k{FEPE@H1|L zNvJu*1CWcRW6^9F8$8KB+utMH3}OaI2amiYfu<${t>eGMk7>n|IQiiggWac+YM@*c6N=72Sfj9)n4_?3{>aDIP!^}xj?DihqyQ&%H2*hQD=N2Iot6}_ zIjC=iMSkVJCh6~47~C`)s->43)0z7GWor%gGeza}?weR*9D!v?#=-~Mto@BTSidurq{xIgI{Z~XqT1e8s58c1H(jlYY7OY_>1y}+^*SA$-^4M2hiDudRhg`06pln}D--bVx-f)5?X&HmMl3 zqUaB6CF`ac?)1mKOf!L)U;HPKp3kmGH|egQ5}_-3x6&fU@ReJ8d4^2)rub;B@wXUU zo?;}Rh}Tv6`UkJ=@&$ievqR@(v6`pUwP^lG&hVl29(bZQv36DgSbZqL)0VzH343AB zfgdY`R*Vr{e^RB*Yq{)TIFb!tAFI5I2U^uTsmW23RUs%yW%&{pJ+GxzO zl8{>t)X_Xr>J`bBoHppRAl-@HuaW4iT4--v@GfeuKG z1khW_(P|xZs1$s`_DjI}@Tx63`!+@MVAWc>oAgF>W{3k#I_k_t2~cmPs2{BMh#g)l zI(+y*-wdZx)_r<+wig{zF)kDbjYRCt(&L#G_TlI%0on*dHT(fXNG(lcg}osFj`#5J z9+>ZewWaklR0xRA#%MlZdXsm+tRCj&?zCGrmvXdoJC{m~5myOELes5n!5}qWzM^{t z`L^RNhZI)^CqmP0Y_TFW&b*@2faHJkeu0#xz0Zf{p&#agT{i#>ElTIUU>{UFM?F#s zQ+vEw5b*Wlz91U?Ei(*-a$Bs3fn`JKUY)>{nvJbtiduI5*+=f!mf#%6_qFU?ozrXC zj~fcacASXL&(MgAV@u>3T<`)OAN-ukwR}kU_PnM#XYreTFh&xYP-CChdijFoVgA6t z#<#1|2Vv5*_QGX?T&It@l)1d#1vKXEyy{H7x_#IL{P$%6^8HSZ`<(FcRdPcP?Ef9J zk6$;FNt{a9?pg|j`e4fLj>q37_WVq}I*OmTqx`CHn=Y$2{vX8rHmqWEAH(AFsUjiS zsozt0#C_z}0wT9Jy%?dyX`|(aAkM>hq#rMRr|DTs=L&hQuXDdioLYcys-5#&b{%rG z_koT$CV-9%=xTE5zN+5BWv9(=0WuGevs$e>O{23~^T+PneTX%?b)X%iJfIzEo?yTe zUI{1!KJ`cj&!s=l5^X?*khOu#PYst)9;;E6@9XdVt1WD?GHB4NmF_q~ zY~=8iSMAS$C~sFS81f>)Oo6bYycY{7;S!$d(kXCwHA)K_)$4&5ki_u7cI=^%x+jlo z1#lygdok6eKbv8`SNceg4sv z%DKeeNA>;5_~tj|vT9^&5j^81xX^+cwq0UvUW$!$YUxM@|U~!{h;1NeQ!S% z-)sQZcYc))`>SVZFJtp?X>8fu^9qB$*F?2x;+XOCJ((`!@orprBrtD6*6S$_KbD$3 zwQ!hv)8#q}*69))5gMm*Xisy{?58uxE~=Oyia$!}Hc5W; zTpb5V^Njipck+{0v%Z%j`AIPx#BcnO@hj5Wy&O}~p8;2_T$(B-Uld(54-k8)yJHn0 zg;80Nf5aUa__9@U#NltS{JW&P^74Fvc!uTp+uuts8=k8&4VUN<&nS;%#qHBkD*bR^ zdGDbOT2gaB{)EF2La^W3npBb;5gA|wOMkT;!1|S{XEE(|1YOYoH3OUfYZ%MD)aM{` zhh+ya{kK2>4q=M;H_`DWq*mLie;zn?OKD;5Hod6+4F7y@8o1?S4<9gzhd~8)vo;>7Bu@uEsOP38oMMHWk1;{TZ)f> z56Bkj^84tlf5BbU`cw+QXY-3PTRV$idDzT>b%ul#HRArukD?Z*B2ur3c@DYJI;ZGRxXN9g8O?3uxgtZL5&Qx1 zVYV8Q7p4-PtZida$5?6mQv!7p4N}J?V9!Szwo{)@bm3QLa28V^f<=Daou9J0TZq&so7oEiK)Pg19$u z>pMD-pB{D(GBb+Z2CRK$$?>`MpV;tGB%e$^Mr#XqIWq{D_;nrf zB=-6btXQW*qxP-Sc_k~W$Zrba#GIFLE0~mf;m@J?Zvh~FYhTyh;84HZ;?lM7q-_T7 zD@{-E==|14vcTv1%E}bts<(u!=#3lWrME=ZnjDRher^AR&S$^z(&L~WzOmY7)tY?g zU31pwDRy_hyBB}#2AudD&*tgPVpXHj3eb+q*6j^Fn^JT7T?cC6)G;`L;nWQgoqgAo za<}?h8oqHSdNovhDIJA4wnRiT?KCCatulxcAr#a9#CbX`UC+hx^}Dp&TjzzoJ1Od$ zb)bf~+eM$Jz}>msVf?Wz(BUf2<~-10uhC%NWvf+uYf9}gct{v5R=#lUV6U6RkmQDuha@egx&A9mFI|(9ftr&U;SrIwY zLwj}c!*6cc!>m=lDT3!$?M))PN&Jy}?IS4LWn&|kW%+fBnk3nlPa^lBN{(055&LpQ zIo-10Rq*QxYs1`nbtQvOz<8QE_@80G)mF=5?ur+_kCLR86iZ+*i z;kf`sm6vp2MFBv75dZJQ4$#z{x9OT+`&SeKGj?BfxZ+7m(K(Zs(HBnja+V@5Y2*U( z?~g`aG}E`~PFxd30z-s0-T75Hk zee$~GZB`~Q6rkGoyPv|NkGwj6N4QsdqKP1Gg-eJm@(GXMg%@hxmLokGzoS}`p9Bav z3D~Qi-(b{1J~mJAMkP9p)HfBF(!T*>ytJUpUB?rb0_u_JLPR|8^y@q2gk6bI$F%nJ z>uY5Y3vicT5h|MB5y!vX24h`w;-wS+(2aU)&2k(M9dbVJAXo0N>i@mtrv|Q-FPOGk zN}r(=Bt@2kBYt)7W1G&Y5r(#03;Cw9kmye-i1Vyq#_U_qI&8tEpMkE$umzUHv9kq4 zu$h(?*drmyf=TEbS)?WuctUB6OeDPe%ua>R4S6$ce)}wgEeYjOP2WAB~B1uzR@^*ICxpUiFP|i zd?t}uFa7+Dcw4=+%^UIM`qr>F>XE;jSbmNcg!mWvC#+1E6HS&r2n8E*^7l2$@M=te zcACzMAPF~GpP+-+`9I}Vu!?EM#cGm064-^8c{S~_WQ*#ICKjnwMo7iQ;SsEx41p>G z?9i8A-o?o8yPwqlAoZYq&yPWlN!&RuG%W7W!cCm>sn9#+kagP`C$@Kdj|~5an=~h( z5C=`na$8O|wtjJ7k*c4UR9PGz{aKL0B-w=2))||4^wt)U&&V`izTxnR01sLAWm1St z%-1|d!ki2nOjN8*KOyitP#V=+C9yG54Cg_h_9Tq&Rz^{krspZ3(HOb4L`+^h6&!-I zAWB8W>A!UP+X-?xG0>_i)AT5g5n~XKR<9A5r`sf=*Z~^pd(H5@CgZy6ru2j4EJyDP zkI<{I>_f^|G)gMx-j{DWG?&y6N+?O9F=hMbN2hqr!~OmrJJLmCQa1od+h7JW9QHq_ z>5&Asy=e@kbgExM9)lUi0F{yupgQ`Q(&^94&*sEnabJtlg&c#pGo{NPm(R+HL7`ud zriZ9i3gG}=E?-E>Z4kMP*5z;u3tovy;CLApwi0_0c)>I2P{A4gd?m-4?pGswu*woQ zozaq82G3isSFDkoyucni_(0dWMESc`7#ROZ$*Iara&&r^FxpjEqMb>30ROw*qFa;WaE}+hl6HxNsh{TcF9b{NGR&;ym z7`01NV1U1z{*(TqFLUbw_;*2+KVNlqm=m9?gR!n?&hez9(&qc6m_bH(%;2)XQ<>hh zB|CoKFD}A~SunzcEJ))}qSuzEZ4X;czWe(rzFQj)7fFn~tM%$FQ#v$~EZ+m!I9%P3WGx zwTORG7)rN~QXk>%`;c(ldV9lU87@bO27dn)cYqx$N!@QaX!L<#<_T{{Z6>%HNtL-- zzVF$OEc;kBal0>)4F}cQgGk<6p8AjR_jHxr%s2HbNw|~-)u2s2QUSTEKHcQx(LiuN za+>rF_}JtieFtkxH&lin#IAbDR&z(~tSgR)VRL6uqY-@SA~;~+c-Y2d#({hfz!uYR zn##HpZt&99!EB$j9mRVEred>dvht@(YO4O+5*ZyoCrB^GirzGv?Rvd$Hrdto%>D-^ z%ibL{tXg}xaj~VbJ!y=4gu8DqnkF)b6Saxgv2fUAQVol0D5?T?-X8YDHT zo5bf`H??!Co_hux&Tll zip#HJ4-H#{qWn)-BnP&>@^$)K{dPdPyMG2xF_%KDxVisT^q}c&-alaXmS*A*fN=l- zo!!m-iU5r!jfXJzABfrp82k8N*lcWk-5you~hhhL8# z*-gNQK>GcR=op-@$|+ctEcK9l$kFSJ7OPu3@vfVP*}05kZM0$L9VN!SmU{lNpDF{G zlg-hTgnI%W&rT;bU7ua^#*f*d>(kjzW+if14qIyWXK>{u$i7kG3#>^nMSsuNg*#&! zPFdZx04TYi4U>DD8UIc)LsjJK#*DI!BBBxMg>nnM2%O**hEKy}&bq8MlSWZa)NKt!xI(UOO3Pz6X|f3?{&8)1;xJ@*hnQ)a3C@ksdpP+-+k94X94pO26jm~;j8i{PO!4yks? z^w_qVB8ADM)4BG%8xtfVo-H?&c^H~U&s|7~xn-Y(F4uDX4OeMRep*sG@nULY%SS_i zKx3i0KQKjv>zH9nwNJ9gYpn8P%u3z|f0=sRAZ8IR6vjT)K03LiYb^q$U5~-nXK@G2 z=K`-*Q40NIZvD_ui4T>oz66d!Ea}!djj;TmN){lv3DRDJH)OF>0KiZAA{DeN%!b0) zJkTrC~E>nTRzbUECwOB&A;eGntCnasstH7KGd^C-ok z48oT9b|BCy*hdr1e7Bwo({n(_*b!2|aVJ|=8%;#P$!ony>feSO=!XBdfO}u4!NDCA zsylL3_b{nPw``)6+n|4!p%5lJ%Yv@BOW62|Ri`d8V7Hkpn)=_l?&;B6p?ht~zUV^*32ZsO`37!DK-QAtwE`i_#2!V?e zTmuBx;O@Rd^1g51zTY{!XaA^ARdsjO%*{FBGu6{Q9Vq%bqvSMf6cr>9s%^<368e!K zIyMvM#G-`}+CCaE=$aX!5htF8DgNU#GI`U@9`I?CmcG!PHIQ;WQ7Y}08Y2((ufjYEw z+XZeD-1qI|+!T=j*KFoxQ^O%BV$8Gg^RY>@u*cqQ$)5hA`nVQ zrNR@6Pc_9Ms{F|sC5Ui_LMC(#4HG1dct}bC(sdqpod_sFeE7;gzWwUZWY-4c;lnT1 z6^_t0!f{Y&h0x@Gf$c1}`;sG<5MCPY7H)2YB0i#<1?kqSBV^gz(6wWR6_6?5$tZCm z9xM(+3-aC;cCslyl>u+QAB|oZyRC~2;}oCtMGQA01=asIJgur|HiB+=5m>V5}l~kQ#7!);-67aVc2ciGv@X(l@GKR zTpPZ;gs)n@-tkF06#V`j4o_5c`kt(fe9tFt8S}C|EG*P>1r~S-?(OWdnAzNm^lHx! z^JML*(DF#sS9#_b`l&6orgRr)>H<#;)l3Px0n~S~+8H#z@0lZzmy5((G zWq;$D|I}0il+p%sc8?eL6SZ4MVIHZiARGB0{vgGVPY(VkLiA7LmteB`tg_t=isl%T;M*6$$fopX#CW6|znAH+GgR$fy;g z>U7OAVN>i?5S?){yfVXki79Z`;iDE7T6QsBMi{PKVxLApi^>O?ZK;zK%q&+5m34;Z zsvxIMZqh7NUv^7FSRMxlwrOC!x48#RH(TrovFiYdE-{aT)#&O7nSOJqq!WVu#CVrb z8fgZnUEUasGgcqD7!r?3pwV*SA`r z*Z(VE9K7YO5?J8Z2{Z)WlWwmFXaUAUz;9uGCHlE9OGTLT$|-pfuyj_D1mQ5dp*C_D zuJNQS6drXUn+8HOVK(o8T@cWNwHb+hxW~eXws~$X0ZoO4+?9?6EC-Sw?n7i-V0cnCNU(TQO$x^Btn zUP0LNB7e3LwOTJjoflbp9LQ=nd??IkH*Q%ONJG_DnKu;vsagL^>avRBp-kHlHCkE7 zMMl&>N6>-y9IavM=KDhG-PFir-T-f- z1gBzv#mcJh!4-Pny&HkrqgP#@J@2y>QT>YS_P5Ye{zxvi#Lv{S#-wY^ed(~?y+lsl z>_ldgq(3FDKeqo_-A~%}B0C@CLhM@yWEhbC>ACg6LNl+-&_29T zLIZtn$Y_fGJB!B8rz&D!KydAaS%{VU9_lB!C1?PIX=`(~q zpm?W}qc6p3g)!c_5d2zTh&tuyBEz#dlXOc~>Uf<&)OTFzR5ET>Pu}JozK-)Shrxk8 zv=DvK^*N*ew*Q51JKRZD-11l$RL;i4{Vhg^lYpnFETZ?PH3w!Ay^!v&;WVljYBaie zOtI(uf8rl${kIz~ePc1_2-i+7*FD!xzMd)k2MlLB!DaeQ-3l{LcpXmOUZTb@?ke`j z+eiUE*vl9gmmy{=3GEJ>eB*?%S#%jnQM|zMbUy}oKNHxTDVKy~9Nj6QaxYzeCiv7a zM)M+jB-XmU3&x1Mt@1av=c>XAh0R=_zxUrBzVj79J0aCu8FPcq z!QH>VW$ADN`-mFDyN^~JZx=$1IRZhrtNdSqAQ+*rU)Sf-{@ay65Yh>$*2>s5R8G>~ z{Vi#SlNt~N>poh3ylnltYP2P%$Gje$3T9^g>HTEnR%YEOFA~J zGo%T9{dk&I`6#hKE4?`JY-A!hVk+yG#T71iXMFLto_OSY#xE#t$oD!HBK z@M;T1FVGV$W&I!l3>=a_Xpl`CZ-N-o=O)NKC4&U-B<<;)Wc_lnyc#f+xqz|l3-vQ@ zihkbLwY|pSzt>&PZY&U@*0$bN^GPhWW{!P(^6j2t^=csf$UpIEIh9qvig|`PRnb|8 z_Bykcz$siD?|?Quur1vR{?0=Wm>j-uGq#2{3T+f)Dba)0K&uZd&Ug>6pv*Idbgo%g z*-_DpE=XdOC{~q56J8;2fu)l)Oi@MmS^S;yo1o^;<_M1U8Wvc*LBkXxv>}hy7SY5% zMu<4a=X;SFETXZkN(*X4b+~(x=08SaH!R^%TeULEIJbC#W13}n`;ekPMq?8#5mAG_ zb9jQCy$TD*6s;U1Orpt%x`~8Ap&XukABYMO=gYoJUAQkUwDqpO>f131bmSO^Lm-*hBAstoc%$BmOW~tC{95h2(jB>mDonR)h zhXSn%-cZ{3o1n-Ih{1;{l9{f`lbOMX3ewj)s}LAF`jZ3-5tpvc^G*`J+m^WtTp8Az z4dD2g$BxI2!IFHKi-x)+mTQuKFp+8!^J<6lXMO*xDyI!^1dj>#?yU5W>0>oA32q?u zl2==tEY98Dp&=i$#%lV|FFv{l&FyLCxvSf((U-i z%3#+Zv<5+8$<}i*E8agF-SF?(zFO zx%nw1wmI-q70N3H;*_2qs*Vye5F#39Oo+3HvIb@DGZP9;;DuLjUR@FR zAQ6Te?%@sAo4W=!%<F08YG>UJ?IGI_sGYFnxqh>Qz5CKT9l<)Y^lF#`a+e*wtP0Wyi; zu>rC0Km5c<3HQug@jnsmy^s>vfI9ojmN}JF4N!GEBqc?Fwzkcwl#cl`ku*F;>AHF{ z>mxw0f9$A=4vj~|M^q;|=cEyFn0r3fijfj<_E>X>za#LY^p%(JRlw|H6OQMjG@{aN zXJGC<4-wH0TMs%d4Z7F$0X=D^#O?tOy+bN_v{Q!I``gaBEkqk6RqcC3RkD_OQTO4W zzqs5-fBt&v)R3+sb9Ar#d3olZW^=#<2W-DU`0j$Vkwq8(lrwCX`=V$LDkRlHjcO*R zj$mX1}(BRDRPaEQy-;LMFam!YQyGw8*<*WQLLz{K0hKuEofKja4{{X`l!|W3WYPqH5ih!ll3=sNSUE5&$is4Z7wUYJ3ti?9 zAmd!<2t(6y8|%9xSST{{FYpV12LWM2!W)-C&UbN!XK1AL!7vb(xHpyE-YLkke_20T zai1^hdi{m<@t>J+V|9Vo4k7D_>5_~6XhotHhsN)_tkdS$7DBLTBSo~L=Ywl)aYu8X zZ?@L~(su_)KL;TFQrF0JV6TNvrbCZ{x>Tduv~KsAL!uuOYckhNjk&kB?@jaDk49>y z2n@XJ4Djo(t%wUYR3Zc&$$8?RZr~c?NaXyy=YAui7m13@9+)9al9QXX-vtNBlzKYl zO=|Iy6Jc)+jUe`6uG8M;PuUt%JASCdlN~3W>Suc^r<&5mr-ic1s6kY!L@DfovN6qA zRH|l@B>`;7V2U;@ui-#N%$?CwF9*362j1~dsN$NeRW4>x^!L<7;ZJIO1-UkMwO}DO z@FJriI;X__2M*h@`ea@ca0s;5Wab2hIHCZXI%+|#y}(#|9D4W=w_vBhuG-DyJO>tT z?DzWZ5e!pj$|8deZMo-pQK>Vfa3c`JR#fV4 zlC=&5u}5pP#pj#>L4=bU5Rl3v5Jc3+2$oZY@8-it+hsH%Dh&p%gtjpaDk=>($)XCq z(Bz2L=#9^L6Y4lfG^x=KQh6=ui9+1RXfCHp+s&5(1idFJO$M$61idLLO*hFh1%f!E zHAdodJ^?|*lNw_n6=6wJ@oqkN^ayHfFl-~hy0TH(9GmF&XgV|{@PWZ|c=VQbsXUY=W_7s}vui<(cy zhb0-wm_Hx5ilZx77=;DOeOGYROOBedf4pNnq9ne2cZZ z%BSrR3z(mr4OD?bdB~J*R;EAEGblcV&_%w>8$jll#Fat#YV$^n)tGS7(eX=@+~DPt^es@nMB3-vCxRN_rr8%QFDxE z8eWq+d7>%Kj>cOhn3c}ub4*#9F&~y25e>ROAqh0SKS02A!g-h4u_aW@m)z>p^Y1CP z?pDC!fSNE*QCP3CYuu-scK8}@UB5f0RwR@uD2D+qaa}Xdi{u-{-+sZ|78(_#U!_2x zT}(G>u~IAqnFGA8j+=+}GA_MA4pH753!-{OIM^W90c2QheGC7TRD=nC>6sV{jvr~H z9H38WAc2o#TLE|)$83cQhYn*$fvp4ju^vq4uE57Vp12OH^NZCyEfs4oWNP;XaQ(jC zs0ng)Yd+OxO`7zwV*^uxJBy%xtY-ym8iH_=cV=QvDR!e+-0cXS9e)JSolpsC{tA>3~tBR+$( zY;bH`(Zcs%Tll#N&Fm9e(c}3{MUs8mW)q)l+pUo}EM0qNSEfE=5^5i#!X0kKQ0hGQ z$KXoC#FXnH6-Vnc5(jzh>HJD$u|gjOQMtuWK*72NXs#iOG>V3>X)IGPLde%rOXhC z8X}GnJqdhDh8{MIjMrofg`|2hjqvnnSbw8@*39@o6i!EiP{1GRk1`PkNa=${xCr+u zV1%PYlmPPQ5sKF$fw4eh_&>567x4_*P{K{{iC{?jf5?FB=L1Elzmg8ACXyacFPMqz}#F7syl5=xoDo%gY-em6$Qi> zMk%TYZ93e*_xN>sId|H=sPkCmGv$e&+2kQPwlEFpojf+loO>^r9TfzvoLk4WC}Q}I zr3wFGB0*F$?zRP8wfVrjC9+jU@T}oxhpuJx25_TWlcoLa#cg z=ezgh?lxPzim2Odu!hqS)!KAct54U{PkP)(;*50qyA3-iW+o3SX#61xj~&-e1qm`! z6S<#~EUI!urXCj0l&O|i-3O~Zz7ftbZNZqh(P?ZHKO_%MQ5xif^E5yi=$ zUEMDHRE30(`0+!G+*HTj%+Pjy900 z{f(Ozkm_o1Q5t@qH7}>N4BU1(%FDnAlv64r&+9roa*jjLkWi}=mnjxU>^6WiMGzG*dufv2j|kD*Gs#`vTpCX zI$!Hp6|BO;LBHa?g`u-HItkkRjgn}89#8sf!UxgiqTQB@`=S5<=fW531)Ph9P-BE^ z3Fq*=0(=q(YX&q($7%~-;K>L8Hht2ugj}Cq=)XJH&g!eV{?6!&)IW3^0p?ov3m*B%i3dG0B-2m3`%qdNzTO zmEhd~ZAnA^p@Vq9@|A9L2Icl3y#4|kP}dT| zh(z2UIcA;w)i=n_`By1umpQlngMb|qS+E#y*M*%h_~dR#yWKdC&!s;i`?pI4;P_vr zJ?b?&KUbDb9P^yHO&mpEzOHS2wS?n;?BMGo^nX%2jz8^60UX$;{whI1ZqEbWAqB5z zz!0W2D+0s4ljy6FFn+sSF6Z2c0zLflYZ8eoL|_PB@+nTyc#bSNF)vPbgKz>tF$1L#I%Xia4}f17q{ z3gt)dxZG=pNbMyf|Dxrf+GBP_VAS(?!n*dJ*4sseHu*?{ayNNL=1WROx^~-Z^-{mGJbV76&KZI+wYfA@A7r!n_Gx?y~ zQb^`~RDh5&RIUvyY6K)1Rwmtyr!n#;r!)w3{$JD{`aaCk0(9Eoy9SVwtRvlFPp$$YUim^mQ-xY~oUvHnuMgG1v_#=AgFm)t}OtKF( zvuwIDzTf*+B^BGw`yPMq0vn05KCF(cJ@pmj2Pm)8vc2`O4gFHL%?=ni0uKGWR|IzsWH{uo# zrqYS7(;MaGDtWbkFZo|NV*Xwdqz5ESfO~OB<^MVna7izY++WAzpCkMC&K%+PU+zpO zZ~(ZoSn6~Zz~TDqVElDju~w%8``X6^!mzotVJZ!g9rXJwCIm{cxl#cSB`-CJbt?_y z+&he7w226OXbM%HZIe3h{-|Afrms9v+1aocE+qbOf0oX9Ed6={kxC8aIH3jxn=+v2I=NwhjyaGfDWr9sFg5# z0I0{WQwC(@{`Ci?H&a$29se!4@XsbH8EMhlx^zPgU2pVC@KXoge63MRwGMe-{a)XM zm~{$e$m(;)UojejGqM;04?!}=);fyv11H8h@7AShjq-C??IPG?9motCk}*XqRGsk@9k?y)VLxCOqU`q?M(%lT<&%z3*@q~R2)b? z=@s`n)hX=%u}hg5>1FzwIo6sRBi}7DnkV`TZlBb0Joi(eODyM(s&J=3Ke00bUZqop zxTSQbKp3%eD&VAwTPkt_p9lexwr$$Q>7LD#7bjJAWc zuzlk+MCz8zQZR$tIbQUSkK`_Q?U`j$*GnSn4LPl!`Mz#{B(K#un~*96j=PBv;qUI4 zR3_8^+Uu!E_C2Y_JR!`3NaYMPhN}|lk@J&d_*^QMlC0ABpb%Xk3S)-ByYIs44mDKPQZ*g!@mfw1)QnB z&h1H;y8`CSi?aErBLAr`|J2|=wf9eA6K1Ua@eQC?9 zNBY->@=u}tQyBjg)<1>wPvQMj1pgF~$;%BzVb9!Nbh&@Q{+plVB{4w-_Dq!w@H1p} zTS@bWo5)NKJ%it@1O_*v;tYB-eD{zvDYxlngoH#tB&@yZmm|$b(#6Z3W7n(Tp>2#c%IRdLbdaK#; zS!ZY~&-p`7@#y|4O}a|M&v|7%Y#Hz$n(yMvaxPnK%Si-VACAWU{@6CM_4?Rt$ zuRI6TG<~IEF7WunuKBf+r+MbLco1&ZYp(Ql3q5<9`81;Zebm5dtJePajh!!AS+EpScQ*LnLZvF)7oa_~9Wne*bb&?z zf^8_I*j|1p(+!;pV10p-BgGqnV_^yqK{XwSZ8-^*&us|+)fZ5I0ga_XR6ebxdQ?80 z-Zl80JK;8e&LQD;|EUgPi2r$qa0e8wcox|IGes<@BSzh&U43KJ{nxEbjMs)hr+*{r z5Is?iyU8satTsDKF4+Gp#NPc7@BY4TCo!?8p~Bq9;ljWxL36rnS>{e`Mdxr`Mmc8i zLs9kl621T9@9Zgt6&VeM?}LeFQ7T8ixjIzUsg=NI+^!7r@ohO9Y(50fRCe+$>8I19 z+nU61eTDbdp9$p7+#n?VO$u54xvm?K5KEN@k+ zd3;{=UHIU&#MuY!X|!u`t@;3q|N3wj%=&T_C%U4xnMuw_QC1@M>74!Lfa=vHpjY0f`RjZ~I~e?TKIzhyr&&9avIf(4koqCjRAduq(x% zRdJ=m)JqryqTdJ?O&*>mvjf(`O1=Gqe8Eo56zSf8n5q)=g0e=3>;CoifrMWoCAf?> z96^$`rJz$y5f437pF|y9MlaSy`1_B|XrSGMOZUCC)NO(zq7ZsHLcO=sLcM)EcaS;H zG_Q+S)N)a-I*vicmTc{_@WPRS)9}ym!NBq;KbBHWT}Qur>!_fDhqr>#r_(a(-ORnw zDTxj??sy3Y%7G}^1x)m)YpXn}3?*3n z33HNeN|7ldX%2X|0pyd?sz0$#h&M`wTKx1=RnGy6kE?JRsxyZV*a_a-SY5bPJ#bZ^Sh$~Mo)?gZ zqGPahbzw6N$jh{T_$O zrf++cJbRRQhf_OONc4Jy<~wZhAk|rJns)&KgG+-#-t^>`fVZlO6+P;C$-m4Pe$@q% zBzZi=bdv0X zX^-Z_HzE!lq1jhT$7Mgjx6-j!ibva?LAySwM8wg)aJ}Jr(zg-nD-X&Xdt+0*Wullk zg-=3q(dop=xkMbC40JNXXps@voI$3hJ;ST-96*nFuwophJ?wNc(MP>K;S-OGKpWRf zoAXQCW^p(+wFjeVkDTvEzI5Lz=sY5h#I#9MPj6s<)PVyBp5=Q5G0?JE&!#@t)+bvuU9(nhgv#3NZhvl9cdcF-D|dX? zPj0xOx8EA&r#M!=5uO~Ew+C6XE`e6Aa1g4mqcHuhDOP?5;747g-c4;FB=U`eB~wyKamvp) zP|qh!(jg9Y3G?-*qVJ}2489j86%0ps?8?4IOc-uu@) zc=nI|Z-f|TUtTNTb+>?h*$1|h^Y9gTBb?LL4nL)8a<@8J9x z8(|Y>0-6^)M}!V#%b#0EM-qG!3XTJp-$Fdd@f04fO2^jTmp^+C?exEeJnm|^>+LfIP2XYkh^eK2P&8BsDPjN;`S8cU-I za}ABXV9lm}U_ZM@^6IG~nY57WBtt=Mk~DTyHcg~oqp;%RHiH@C5{sYCTd2uHJ;u50Omzu){LxKbr-z%DKa(~(SHj@NptlR_`hVm#0WV0K z1$+>Vv8}w!6}@oGTj(_lFd&SB|7a*g(0qwMW_62ps=F%KV-|1>93#?B?e2d(PH#kT zg8>}v0kj4#0H>dRloXUQ2Xxo>aw>>W)47ed6LaMS zGLpbDr5A7jh7(#Dc-OW~@2JTsOx$bm(e(&qrP{J0f~#QOO2z)!OpLXnzd2e_Q3ye^ zvBdmyJgvK!4>KV5rIw3$J)_D9hvhd5EdzPN_Hn={SnyWFAmaG1@7+HB>3%Z(q z7&!(8j;yFKOa~#5;Y}1$h(xI_JlGPKh$n0V1MnUXgIy32#j$O&!F->$T8ET^^*4Sx zaM}_virQ*!Hz^#bF0H66t;oL3CWtO;!2yIyCI#iTJ$Es;3zFRhi7QHtB+{}e|0$KC z&t$4uUQCr%p(%%5sBp9;V5l-*eRfPe&}LM6Z&GBZSsqWqGfzYmTvo&+5u)&gO0z63 z{5IsS4BHH3EVNmFV_$l6?5EtztyiYzh<%BQKWm;Z(JQ^mKCOf|}_$x!X zW ziItZXUz+hi&soEat9^M7&s}m)Fwp548mafU?IhvhoYhE){zDYOx%`4@Z}8+dIgY{x zRuv`24^g;I3Q;Tp^2HxGOcAUNqSGaOm7y>K)o-Q$0Gw@%>mSDzizXu)XxbxG_|Q{k z|5QSBxxH&Tor@Tu?ng!=GmJN=8lBFFhf8gN0xd~_rc$CnqnUR=+5`GKMZ>&burElA(N z^)hBc9dJSO@j+=j4$?sh0yoDK*ctJ?dd*GOA(_ON7da9qDe-OhF@kI)b`p+HdYm%U zl@65wSi4~K`pTSEpQ?$TnGs;_lo#gad13BXFU%bSF!#Unf3xc=a6Q*UI)#l6Xl47uWXV91g=kWT5)rtlbMh zlkRsY>B4FUYk{?Np$XpYm~%Fd4}APCM&J4yCfg2yu-mB%zPQghp-*NL#)++)$< zl{$yUH<*})4!nXux~NmaLh3V!N&gY8ZCE$tZ}{!t4LA)r^vCu0ni;-V$(q^R#ga17 zpOqOSmHvkXUl$!$__7f0k>PZI82^{%rW} z98VSYRIRvo6+xLD4G5x_SC`cBU>Y!}4Rh`V&*X(XT#a95MF)at<`raiJSYT2y26~J z!ZY0g9k^vy3?PV7UO{1pLkbkk2P0a4Ij<_5GAkw!L@uwOqT_)iAo3f`xgs3X9ZF=_ zY=X}3EY&XLL3Qcb_T(r{^hkT+hV}Bjhi>*uq6RiDE(SlZzC4e7{PE^-jIz=!O0Rdp z`^GK!+PKUC#W${7h{puFD3%2^NhK>9+(*6M%W6kzZ$ZG3@SQy-^dVFzg2Z?nbMnAh zjw-iNn=6dI2{*4S_I)2EJ8@|r6(m-uZlVLR5`Ag=sdjZfRlXPiRg2Ur+@**b0|R2U zCfS?Qogs;4f9d?l66Z^zZ^^}-vqaUwpmEX#XR)X-moIfs2+gCC#0tSQaY_M?yl9eH z(giMrc9;GMRHPcq3W)M#+~yqZqg<@vck+Q+#k&O3$3pqXsYeXC|LTx1oQ$KH21ZCc zO%y%-K7I0*%O#ZsB&_Ioz)|ilb~a3?l)j&G*9$m*t(`s}FmOoz8cWwST;Gs>({j=J zs7i1a^?NB#Hqii%qD1}fw%_eJhwbTkVms|2G7$z z`>?FDJuI;-mVvV#!rv@R^L01Nk>|CCw;>oxpK$Lm6;z8O7Vi-AOS7(5i?d_@mCcp(u&$-?%FJ zZtU`0dThQFK$f_Wbd-U(byd{#$D~CV`RLZXQw^U-JR~f@W3{%W&BGp3K*?KJq>1#V za2`_iOHEdv)-^YG(y=wj=YvTsZ#7QDhor}%L|Nt^O->RnaS;gh=+L;du@NkF*8|KCNq3*QI!p=z>_)W5p}3#lo+f?B zseiB>!ylgkRR#HWb(m&?YUZSgdKR>Za%wX{;Xm$;odf83NF^gZR8GjzX66)$%08Tm zrFz63=k~HtOzgbdh(LHd=H&bg*4=tEN2^@%H4X5-AYIs=J;WejxoI*DcsS4cy-m0< z>Zvg!_R&M-;JiW>5f|M&ZTp7^yS!+6Wq{pT*335kE+Q@_OFl00EI{vA-Hzm>XqMwTI2wn$jyG;UR^*b*=^sucxPPB%1 zAx?uAEMmthtk3LTwqr?7~^41#Wlz3UfbV>_46!cKx);Wi0>XpLuVb!TQs9 z5RGko1dXkx1C0&K5rI&Ffo+cJN9noX3dm6aa*kdv1>YKB%)iVb*Bpr4bhc@-sP?WC zZco1xZa$I%^F3=@Y<>l8l7ru;A*#i^#ZDO2xiy0pIDW*7%NdnQM&omsuA z`w@9RM9T*bYO(t05Z3aO06~%9cNaJ}{N%OcJ=x@O4A`96J-h_*y4Ds>N~{ysYe7q> zx#e|jcIyK6d~Mq!{@UxH)C%vxRZA_A_b2sC1j)KAHP}Yfm6Gdp1arvM%1(=`jml*2 zPv!|`{Aa(_ApH2oh^LZ@Spu@+DiF}N<_-j)(bj^JkpuGSRdF6FDqP8P96`!`F@!Ar{N&0$#*5XS7p%QoSfHrlY*}xV4 z@@v>QS~A_-U*Ri%Atr?RwBxQ)=ArNI;3Y4aqEL-U#s3Z1owXtr{|)yj$B5m32lk<4 zxr2TFYkW7B~ z;w-^DVAbD&oBUfy7-~gCO2=F8*0UftRF)7<^*Q;e&^(&=>orM%5#1^%bQpq+c&XQ~hBo4GgL@uGU)0O1)BO?;pBK&|I$?ME}jb}CypZ5f~zBC6af z!lLIIA)2V3c0*0<0vHJ*$iZ(OZjGXWEYzE-sgh^c=KM5%{fbh{Q%PI#H^O=t5i3a( zfI*D@*SPX}Ln27@`#l$}uc{1ZPyfF1dXqWeD9Y6L9zUO5A0PC>O6Ad>Gs3WbR>ig& z@K$(a{al?3iPET{JvG=f4Y?_g!e4e$Jlzfo5@C@x6b}7LO0Zt)+aBsA$@=7Nev0-5 zOKEbJw9)VM{QT)5^?|#wp4LyAA>q!}#!~SiWB&J9PR92+6r&rL-S!e!SGnAbxiz6C zl4EkjD@P=ryB_kv)2Em}oHZ11kKQHEl+6!P`4lXVJ^2)DyZ63j{j<1UTQ#`w?*xGTA(9HluS?I!wj?zox50UyZx4>7A! z*`Gw|*kpAJnYh>Bo}#&KSFieYUt)1ZvX+HRLQD=%oQ-{Ox~F7tI$PYnNxH~}oq*`p zt>@smNJDo^|4F`HZnf`|ukhvV9^%QYMs9Vf$noPhEGHSh-E`8aMf&_9y^E%JZ*3nA z6#493Tu732_AV+UDI$9p7Lrt+y?fuDG_a&oN{AHqSy0S<_&a%RU_T2gRw_RZ*2OvM~igD8ZGu{vG})d|(qic~OZmu`xwjrwKVtVQ(Pz z~rxSGqw-w3yjZy_-J43m+vULTeasz*NdK>XEimI78$F` z8~cqOM&>6Vr5Gz4Q{QGX%XE=m&Ld&km{6PdeV-i55zmidJTl$Gn2Zoa zH;Ybo?Z>bC_WA^@F0)aK_#lRtUf&E-oK08%V8@E~M8<;rHq+_4$uyzf#4rvq{v>h! zIFH12|Gwu#@eg*|CA!!p%NR%w2}EigBbieo1(L%A337q0gl6+Mp|-Jx10*=6tQb4G ztl04boNcTvwXV|>Oz@tN`i^Sk#jiWe=9Z}v>tMUG;UPqUj5N$>4t8=mes*#NMv=LM zAN|LIE254M?dOm6Qiz#p#%(JcNG*Zr*XUdJi;#C|XwKi*h<6T3kjH;VHt{%rGbi~N z@lh|-t3WV)mH6IMzskP70MY?n13w3S1@)=}8w}3}%L1k2kKllq&ROu(gDBW&e7J&` z8WXT(KNu467I**VJ1Qya_=tdbP$D!pfwAC_X3*aE;Rr{nX3UVwwt2#^3xv>` z3X1O3Pk7}l_25MV;SJlCxs_?S2JSN8*+b;K;Td)Tn7~IeoIiX;dz%;UGk)N0mcCR!zjLb>Gk6}d1h_Qnj z>LM9{(hh0tH|H3RB1`H8A$ryX>|ap8j_r2B?;VN5&mWl(GL(kt} zq^@rnfLdD|J184266qirBKMTNP8b0(`R2!VWruM4=ydn<{xvuEURogyP(4deR&VP5 zE2IAp`YvX;E4#@!2buK;!Q?iep?Gwq)y(Y^X3H_cyVS?J1>W1Dk8 z4^Tz}hQ!@Jp?N8%U&`m=`vlU~BA~9$)sAzb&OAcA=y{uK4e6$Nl9Mr9k29a91&o!q zPWO!_xA&BOb)+wn2%#UMycIN}ILppq3F|o?_$2p`6CDZ|R)38KfXHWGJ49Zy5-Y!O zIofH`MDopFCvl=lGS4;U!DnPKm3@lw)&M6r5khHGT;DI9b%2OMXnYk7E3rgf zYQLDXGVUkd0etR)&WVP4t08Ku5S?l&_msh8kO(OmY)=fhV>~*x$1W?+Wre|al)9@1 zj9c41%OM{dCNtU1FFG@gkg7LRAOR&U1`@7G zGsTXoishlN@qHnX-)zB!ZrG7e$t3 zot{)ta|h39R?M-UUMeGv_pGEbx8IF>0tdNrhj=0rqT9|XtR8rY<+#mv;Ms`THK*@q)hs@mZ4WwxI z5d7#r@Ed`ClR@NUpT8|V>w|+#Oi2JLY`4V4IVF>^&PcD+)_!|SdKq4sNw`7)NeRsG zD(Pps>S3wdeWDZ5&~^)a1fLNwjF0l~A~9nPDYP%2sZ7Va@UUUm7^x7t6nQwXjOfsU z(}4GDET^CoUHz@EN(m4VXmZ5=i?+88h_c)IhUxAO327t+B_sxr4pC9!24qMn36YMO zVQ7#LB}76|Kmi#LX_x`&5CoKN5D{=Fhno1V@jmA~&pFTgKJQ=OAA8N(Yp=bpgx_9! zueB~enK0-a8}m(jGf?AR&@0jgds&^3REj3QK$5R=bl?_uT9yT88l8(E;bdmRO=a+= z#-pT|O?DURZnj_LX+G|HHlK|KKI_Qtd_HDiN_w+!dIakT%?0PVEK9ahi6qN!Mlw)$ zKl~NdvI1oX@9AE0jOnBvc%(jci7=C~^{7@jF0RFvMbFexmgXW%9=|JlemP#AD=kx> zo8Hj4G?h}+tsemJhwA`<+dY)-qzMN|MWDK1S|(2}TUsVnaTy6gjj2;m*fVEEScUI~ zC8|^Bz=u|iM~!R2IJP}uf+avvu}Xr0Vta$k`5oKvvmtm5KdP2W))(%J^P$>mp8Pn6OYRq@nPqu~D zuNRJM!}?GL=uP{14Z3lu*qm8zsZ7qfZj=7pHQ>22<9bMHx~()akBX(^qIffOCCGW% zo$T@Po|0!(Vy>>UXkGwZIuE+fl1)dOn0JRpx$BZ`@YBGzsBzJ%*kB{xT>5pvy20*( z(Edy8HJ{(A9>v`iS+%rv_f~$?b;*j|qwCV)Ls-}M4Kn6}TzXAlHGJ)cV*sq<{xl`B z$py1UZ4Q)11-*=vVRrC_k33Rq;;4x@4M*?>X8{o zh-W3_yfF}jxpQ7@UGcpKU(Wt6yqe$@=Y8)dZgg>x0Lq2_x(Lhqty)=y03r0%r;b)lBVN zfm>rfUo-)dWdQ^+6aZ)UrKn(wb+@_To;}$6vSiDvS6xN7((v;kF<2jJO;3M`u`IU+dNH5#d{|%rgFkLSAtu>y$#nK!s+vOY=0vX%9q>|4)(rS2Ny(l-FXPw`RNtJ0grOr>9JKZ70{ z^W`YNGQsD|7OWQ!)Dao`{^CESU|ndS&J3R=+geXFu}?(pFhRcxe@78md|kB&^|_CG zBk)^#{EvTQC#qEVwol8;cd;?w4lU7ho>iO0T+Lr>M?sOBrL{#6%#IPzW9K-dH==`n z77%|-BQ}0~N~F*7h&1@cAHEC|Nq<(}dzBBM+A2iaK%_Co4YehZl#JbD>m$pp+kQFd zNohK{X3JZi1JNmZX1}bc00wuY^6Pjrm!|$sA064-^t;z*pNz}rm%O=Voe`K2*eM)b zUq<02oy0SFXO0d2+1|K+YEurRrj15Wp7#; zXsla4*a>)*9KLT*@WuAqakkj*@weZ&u>sGj?ei@T?lK4GjxaU8?X#F~_pbmACAZGo zX>VN($#rOv!i+|!hE&s1S9S6#>s_r6TIK~f? zA|C!}RZ~l8qN095>sQA!L`5-yZu-nF`*?9Ke+3saOWqgK!9!EZ1+_^lckJmCMY&9b zFWV(vJCwrTIXQp3*SKWAiZ1U4&HniT4*nQf%t!G2^8-0=H^9fFU`zj(AK;;#p1(bS z6r+YNK|pt7`uGsiRb=*EbO^a&Hhz#Z2)q&mw+iAA3LnDao}SL3s}GN@HjlIDMQaLw z>|giwdx=m27a>iN8RU(eny3fK)D_ilitSI-zmUwy zaS68?kU2D}L4R^lDlXJfB>hsPC?T#KQkN=Fo@hP8$6UgZ)uPU&S?%*Tqo2hvcGsb8 z$hy1GHssyoXzntelY#dz;~HRe9ogS8$|zdJ6X5|ou}@X7o$VI7d|ZKLSdQl63{loO z{udPN)k!lG3|QpY7QiB3#oj%mjLo7H6&rPW^T!yUY_erG?9U|*sCY@vPvDewmz(m7 zQk;wAstksn;tK?Q9VYzOYApMXQPl4kfR)o>sm^8Be`l&?^Iotc1?kFYJ5BQzYqNh$ zgm``9J!A@!S(b-~OD} zuE6iv?&J@jJ^QUv@xVcQKCLAR6-7}@ciCv~EsIxNG(!H=n?UA#$cpJ4T(88@$L(Fm zizxMlck)q`~3H!JFSw04RGEGr%?FgcaGPo~su0KhI+f|*0VVRBnYv-9 zdqWe0t%nl`o_T)83#p~-FHT#?A6&XX+BL6{Gs%frl+ocavZwe#_5;}AcdtRYtUhH_ zeE+KJyWdypNdCr$z{WgIz2OL=TVW2>tzZDkBcNOXicVOnjjlA&Fz5Nz3v+%+CSZ5M zPiUfFYufgkPU~ofIcuDKr%GVlD&Q}9FbzREP&o{(2+}S1xyUL_gT)Q><9|wa2g4=);rgH>C((-~iPIp8uv& zqms{JxT1ZnX?Z}ESFvJWf}Bcg(T(JJQ!|O}@iG~0Vh|_)4uXW3v zGE(7(A4v9i4itdxjbf-PR_oLTKy@S^#F9(*#;ruz*r%@yPmIhfSn;fE-fbhcpl#v7C_~{zZ^HW+IbpM zNea~`mkkkffrCjYcShtY2vXrQ+>{i$i`&TDy6*Q5*FG>9^zrPtLuPd3=k;VQ zKWk9U=)rtd%)PmdW;3l>TOubX#`tWRBY_!YTMGlc~%j_$rLbjbeg8Iuv2Jw8FNjAKm==?VF znzMgiK4bm6kiHaihJ+wLq^9Oz|3`DQ;@$mg8rZaP8Q87MGx>8X|!AdMr zD;j$QSNml(0a9%y&6Kb^{THZxWY%R?fh1`MRdfOzfX|2hx;>2`7i&wb|1+P9uWa>y z&;4)%;SOyR0SjcgEb( z$yxxW;$wi!%~Tdg;d}IrWD7Lo@euy+P&yHFZtR2Zt**c!|A}QcDET@*$QB0b~CmQeL%5LgHm8g8O!PbRrOgT zoFC2QGKQgtsM;E*70Gk*ti9G*5SJByb7yt%?lImla~-Qu1ig(uG_iYP3{#Uy$Zvg z%IpBUc?O!9x)As18U@=vrFQCRl5~>V9R+0_SuC>Va&*j-r>Bb?m5Q;Nxz*vgD@O?wP-H zxg5Zq5<|j$$MljQ1}@)D3NGIR#n-2Al4%aGHBZs{*OH=yj;JAb(Epfaz~;#)FsQ6-Ew_o5P! z41u3n8Qz427}`<|@^(_R@H+F7Z?NX96dWAYp4m}CB{H=kEuI7{RSN~+XBZt$#b0rs zir@2o3Zu2Y``={bRq==-!=jRm1n8cUOw*WpQty+J$&$~*$ zzi+TowmqkI@RC`MUHx#5yM)|_9*=P)jW&i=-*8@Q%1s_Zr`nBHNn6eru2|60=Nsl` zPE~ZDFXQ2z{L!pVdAktGC~m$YE68&N<6|UQ$DG1irwuZ+iiBQd+7Q>H!qRXHA`k-B6qeAZjM!d~R)OPrIw4~otXS$@tI=j-hi6*Yn}qz>=})<(oyR}LU0DLR zH2~V=tn0$t($Q2jJ|~!SG=%e+fUwymB*{x%<`ZON zg;L59Nu%Ihp81F?eS=gI$V+>b7YjJl`Z6u(u;6|P$_D;A6WH!|OCDd<4I9dag4J6n z*Ayet3~50sz!8nOXii*0S0rwGfBarXyAdOn68u1osybF86!Wwnb_}Nh~Lk@&Lea!e*di*k5Fs; zMi4R<*Evh&(Zz*e&ne!0SL1@_@eT#;dsgHUx=R_st6#1u?l(QSzLZPo%`iCM8VQh^ z9aWnxHaJJ0W$e3tiCHYgonCiz?KNnt{iTp-F7z-Jv&3B}U_#rN`JB!4hkbo9MB=Ug zml*HPgjcvbZ>S8;PdAOIZq{d5roHk6{SGwZ*e%z-oBRrQ`tA93={A$ItZ{A=(Cssk zEhAGWV3~R=^)*^LI_pTF_geX2)4A#>3@?<5iE;iFm4Z2}F~%3kBCnIKy`3$V`m!T8 zH)_?;*ysncTv%M}!fD1wM#>x?-ubmFw=ine(%2XRvfN!Jrjx^I77)Me&32Muo_+kUcW_Y-LL&p7dJtVie973M>>AFj93Yv%9{^k6< zFfEd0#-vF|P-`qj?cjbhabSDEJD%e7DJnFVE#P*qXtQ{EpiG~fYtHk!1`-$#c&YqhhQ!DPmpSsobiZ}9VdOR%X zbd~s{+h{S+VwS4j_M$O!^#H1^Y$61tf6ULS7prU zft~Z?tiSBEdf!-EBY044tmn)~t_y}g{T!Lzw$|X#IK+^qdrag{?BV3;uJqBU)sM#V zaggPkrJ~ye%{MWT-nc^ts=e#gkfOhkT0Qvi6dbU)wt0NOgT8;iOd)hf`grtkkq_PH zS*CEX^Y+*h$+(;tK{)#TUW<~jCF2TspdYp+_MJx;gfqwx_(>E5(itj`CSTd@dGUj% z-^f8b%PpW&$diK33SF`6#0T1vnpL{_`0Aa`<0EP8oYiUZz0=0>BT)O1zvV6@Vt1)% zm7v)}*pFJeAF;nw^pkM(6REX9*xG79a<>cT9YN(bR$zeT7+UB9& zggwd57HM8NHCR(f;Q1ms*peLuMB=ZVa(p?GAc<@tDGMc?o}f}}XG9fgL${(yFjvTi zCukIl(EJuihUG*<=+$GzFrZ6C5D})oLf1h$P+dqRLxj09&e}G#7x;n#Pa( zNFrxRzk5;hj7sK~HIh$HFe_SuP+{8LSK5V8MG4R?MpDcp3Uf3KqFfvtVFuOGB0W5! zNZYi!F%e0&<3*RZ$N{#rK^?sZ#vv)Ga$;Z zf{VUE_oK|cBYc4K0mh+9+hn(zh$K%NA)P27Pg@|JXeCeEC7qZfPs0Jt)M=XqcPA7` zPF{k*5fEstE;s@Xt-TJ8NQBlJfFn|&wMO8G3}~$hI3gQbYX*+Ug|iqK*tnBQ+??Lg}XGE-AL(MJ?WgZH1Cz$7B@SZBUCIu&og?ObER>nhVkB2tIpE z0;;Ds_vc15I)NjQ&~`@h34W@bU7ozf%V5hP)KLy;WCT^&F~ju46~%ThRMC6bmLoZ) zp3&T&A5rcPj#z?fJqEf^?`&Pji!nnn7m`nCQ15sNgyslR&(?!`K* zFq``eBFZDd5yw!iUGj-Jpp#JEA_#0r-g!ht7I}@PERLQks4Q%+c&@iRLXDfh|Qlj|_n>v}K`e(-WqO?axp}_hPr&fiCRk{t}4t z0&s*XOlueDLc6minHOV$iaMh$TVhizj)~pMr5G+R2A_$O9uk{O{xmuLv&kI8ZVn{9 zt}6ydfM8mTl!sS1E)WJ2V#E390KfT9dbWX40+iYhAG+DnY-iTIK^ZZnGtfJW-~P*% zW+;8UOV8H*X$Ws;j+|`V)p%|4{@&Qr@;QnbJ4M2y5NI{!q2)R2j$B@OBZ@az@l2b3 zzIZV zd+lIFVrql@0n>hGWGlm$PM_8^1he&BcL$ZRu_g>Gq1T<9@i8I;c1&}=7kmxEB!45; zi%gx?gVh*P{QP?Ado2agAD;IN$G$Ka+QOdkrXk4ATNtpqM@_s`U9I7oLuL)xkf68SddBJhpz3GG4RQ#JT)q2C6Z!|2pVyBu zWx)0A1rzV~O?fTz^m)lp`=r-Qpf2~fe_ZcPS=$CaChoVzPZPhL1W4l(sJ|9}XZpsv z`3^d81HPq7X&%BiJmIwrNqxNJv}5ADbSx=i>pR&R3Uyp6P6FHQ2lJ^VXgQ_kk~Bog zEs{>}Uu~Z5-l^cKxdKd1od2Gj++%L7raG+Wi;DNg0E79kcv810%(BTj^A9J~%%M8< z6peXxM+#0wr(Md0&JRL|Sf)o9#_Lrt>ui*Z71Iq|^`iRTH|582-HfSvRhcU>WwgY` z&`;5`xu21$`p&3$!w=QG@+Fj{h$-_!)iAKdH7ef57zOe#QvocZ5cRrzL#DJz8Il_U z24pAo9UQ6gP7mtnHD@yxUaoWZ+U?lgIk2w#Q{omh9G zSUoOb-=V?}= zJ|y_wUKY5nBE1I(W-8Nu#7Rm4$QiNl)QNN2@9((@<$s%(I0KIIpMXgVwKca>pRU4= zT3-1YunBLw3VYKt6$p3$0DJjetJ`X7Jf5;&NK(bQglqN5F65{|yVxidr(HKH3g`FaNYlyq@=^)9~p<^rO(wf>USrYP2t@bD01x@PDG&Opwdcf4j*ez1?)4;9Eb632)(B z=fz4g@wu6g2#(L#GG7z??$8>KL%3_=T20T;F*#84=M^^W7UK~21?W4&XBWh`kg)+e zPhuqcB)0B9^t~AUcX<*c)+fJZ^l)eVpIiHtiRsVqU;jAH|I3qW_GPyFA`@dq!8{^>Jc6qoQCZQ^Ns1~8A7vd5-Ho+>{m+NKW_S^~b5`vZ=? z>UebPHoFyfGzZptVsx{r@G{^l-?CW>e)?Xz_C>$dRFv)K*|$EX3<^`l_d2Dgo*d<{ zhnqwUCAY1sD;GCCvPj;TzvrFsLb@Ah8QhoXHnFJ66nq$er0z{PIyCW2JbL>=Zp&(1 zfO}3%WM=<*Ajn*V_5I$&c;ruav%SgAoKf>OETlz%DsbyQUvD1QJ@S6!=nXT-#Zh(g zCr32*kT0o)b?~bX2(63mc!On(2Pu)RlYUn{s+as#u=Hi3NXxl{!Cyi@{7%sg_4(Pu335nY%QyAjCcBTxzDo??nOq<7ASIjaqhj@ zqWGgci7_ZaDPEV|z%BEtZ5D)4vowY7Hf`lY1Z>lKhVry$ifb&GG{&V9Zeq0ub@ASV zGQA6v9V|yFqDGk6%sUWO$$cUcsZ~+i_Usu~p##E|2hE?4sy&7V4>i74Koly^JYlU*rh|B zq^~6Ry?X46jcw8ZhA5*GPAr&$c~4-)h8Pbc+9bi2?Xc~_b(i|3v1hbElZ^^dU4pg*K)?hDW?{)j z4^Z8u*5K7!+5XA>_ZV&WNS2beDd){K>6#2|6_z~!i%RrW1SvB+5Zc2!Ngt+fuCUB{ zu^nope?%rIe!#xhL@J6e3c@?|bL!Xl=$#(Vo~Dkr({KTr2b72AWN( z4<8GhNK@-6GHp?wtivy}xzG+eub>v`Wod3M%p04uhq1M-Ds)_F3#p1ctv;3D&S}R4 zAoRG+->N}g8C)avO09nGQ$Ae`=*0kHi~T|qE60Upu&5fU(=Y&~ERyu8LiD>ziSaaP zGP&$EH_A3pVinY8Iqj}YNzx*;{ub@hV`ZqrT-4VvjW>f#xX*&Z`uUE zmG389-ow~FpCM-owj^_Ly!-2xPF1C85oKIPud~kkmmS`1uPF|LPjv=4qxgzD$kr#; z+(f^D#hIucw%^6LQ}pcaDV%&~BE+VI1f?lVS3h9w03Wj?s5gE@ZP14(IPVb@@`Pk@ zNW6S@tm6#}j<#T=ciUV5X=RrLLije6l9ilGKL({w5p!^NO<*m^Aa3-k#mQx8a^DZs z`&3>`fO{6{$nW2`;U&ce1$hjW3ACQ_En3r>jmRY54D7^(d;RnBW94kRy zj#OS_X1Th2N8?vl`2QwstQ{~T{Szv|zvSYTihMy+s=)=`6L}r}3 zW?%%5`*MD0{mQ_NM$QY_=KzW!jDVsq%Oapi-v%i9hXRV{JAk6~450X+7EqkCC61W= z3s4kT02C!!0LAJcKrwQIs5q#F&Ula=xhyny;kX+@oe{Y%q$$!QD&3NZ&thM&A{ZzC zs)e}eAJ2mhGJ^I9V4{EBjM2g>Y<=wl7Q_?gyAKA>1cvG!c(Ts0T7T{&!0&d$2wjx5TY0Eq=qT07P&@$vs0O-_B{Acu(vKh~K>& z9BI_)|M3L(qFLEPKE|mrlp}3?Lo_El{O1AFP`*a+Y0?Vi`Gk)er9IoyLnVb|fAxHu zu+d>7`2}qk^-h}%XX)N2*qpO{e4B}TRi@CBcq{>Z-SAnBZtO%B?2tyI`VcYCx zd{3ix9`kfs7RzGnmuzv0Qb~)Zw7rstyeq0^$<(?RV-zeSClW;rhlNbJsRTIpovCh> zDN2hJ1v(f&BuzJ2znuy>G(!-c`t&^1xi6 z#j5j`9UWE4gCY_is?x~5b-OWwl?H#J^xdw4SKP=`9y1RLThwxCtCUPjR0@aJhE$XF zU`n3A_9{m-Fys=KjJ-Q%+g#~wAMsK)f3|rM%FwcknZr7Xve>*f+233c>Cf|wQzUOjlPbmzY zqxD~vIiS_g9^<*(&{Ha&QKN&7s%<(?Hd^436buHOX0O5GwGc|c99#epd<5n!vj8|( z16VAv#Fo{;hgc@lpo^OSIs`A>yM-8JyH>ViuQ5A@EMUR{^4(a?tmubn7!c*z?tfHA36Z_*AcsG<>Hjq7 zza2B2j(7xa;0VPzOP0h(+pgm$;za#PrEZs`Hp{_{tLn|D?r9frQb7mt#FJX52Tsaz zfOt~HPk@s`Ta|>S>ZP(yyzP0Ie@9c_${pA)<|bcpx|+9~;iI?$1fW}eRl7o8*}Weo z`)PFlgm{66`@jW8(;cy8GPAPFjv&dR&$T$u3j5aVv^<|52;936xh-&S-YuI+!LQCF z5xpBk8#6Z#eVLNk+Yx~pU z?R{&tq7fN=uFQvkqWmhLi0c9rHQ<1v%KoqYFyA)|fa29wKv6dYPy}rQiVfp{qQGlF zvA}>hVhB;Ob{4&-*9A|1ic@=3YsQyJuBID_g zqHH6whfIUq*1+?As!#>I@={K=FPCC&b|CbSxRNO6_?UCxSWv_#@4Bb7=9+sFpg*EH=6{Y+F$QT-OT`S|K5tg9tJPcjeYfy5?H%9mp(XFjmk5Zy zir|aUN>GTJ>tx#)ou`8*^`zA#3rGpYOn)j$x>K%UVQaFZMDm-KjO(Y&664RSz3&hm=(~kX&ys;@fJ+pZ3J`dY}O0*FbEYkB`^xdOodbf7SqEM>1{9tohC!*5uoUmrhS zR}%vQ%mGI13c%b-BwEysHKR)X$GuOEv}i{%wP`I(miFFdAIZ^?4UMaJYyBs?GE8tlO+3b-`dIg&VAD3Y zW0WoO)8~z|`xjpISTd|qb-=%7#yQ^rb<&8P==bD1W;DF}F$4x#sp zRG7c+E`lNzYiGtRa|2Z-Ck#BUYY4s%%Gh|_wp!O29tU?GWV}36qS^IH@j=3H-OG4Z zYnW5UGHFlRGHE-IJZP*FNE{?!-ovDy7X)66W;HDosVk|HPL-ANN$HQRD`OzmMCeoU z0dX9!zD^hwE6Y8leu@?GrRTzJK#HM0whUT9nH+xyQ90Ip;YNM8*m<@r+J`df=Iw0Im#-72{B_SvX3^n zf7_DB4bMF<03W`qdFjaEnSx8r>V@Z^X^L;SD>RGf%`q%*;t2fO)${|evLO3XzsK<5 zT}cKdNcpx(hguLqt(r`*dXZiBoBZ@IRxT(mW}R)h$*Gw_N`9$Qp;H*n$XmD-7UC8a zxf(hb!d$jM{wePF(9f90tv&E8NRg)`@fMkc8;Jkr)OmUrBTD2#m@PLl)d!m%AnVH z@UrIByNICR^hy7vtESFnP395P4Dv?^UWXsfRt^XO4Cl^*eAq`>i}MtlAv*c7V>31owz$Ega< z%z&9)c(ZwJt?13>!HQrRK#GV&u$;&NGaoZZ_l&; z23-9_iA0%5t`mvXZ`(`%MP69_PP`ftvUXD|hxzOJ{b@R_`#+fzaQCtc7>DseWijXP zC3Ko+@+df+sXSKHt(vJFTr9osA940c%`>X9nDXUf3WsEM@rqLh<74_ z{T`oRo|TgKD?KXsVnugBP6r>%ous#9^O2iID{ARuAWI65j1Ca>NON}>$RE&ijI*bH znTA#lW76YS=5fwHyNjl*8x}LPO^@CH_TKNOFpqE7M4@@6&1-dMvCq%~GuW9=m@SLk# z;$jA(`NA~gLHjyI`@|750KFqzH{89wI1KUrSYzok@9<;d5iUpy%97w?sV_m1%P_WO zOHIG1Gwn{*UFjuAu^7iu>&^Z1ef4+VlM0Z^o(k+I!P0N>j|kd?fZmFKC4;HBh%aoG z&_YBBIhDJfYHME}IcP6b#$cYJEvPX!I~s#}7j6HIg6QuiKG9>1FJwsJ*%7;`4=%?V z9H2Rn##qLo@X}ieE)Ss;FG2mEyU zDG-A`!U7`3uI)8s19593T*wTe)cjNB-4iPo!Fp?Gxl1CF}m; z+g01zCP5|yxeX`BPvBurioIOrb<~g(!zKJ}25-|=$UX_!<>p~u1J50OHoKCtga(?) z$*~;ruamtUo%A3HdSVURm;$-2O`A%xpH07@)FGM0mxS17PqgnlZo5;bD45b)y%zay z+m=*iRT{gNL`IW@EO9w;omu5N&3#kRszRp<#rsF3?Hcy8(Ug zbI~gq#qj>BCOujtbqt989ENc}H3&$!A)b3Audc)y3q5;ikB+WRcT z`;3pa@OX%Z?pH4Bohb!Tsns;(q~cZK5C=7oBKR(!NZ zd^EvF%6Cwfo~{6BLP(d&O8KS?#QK%x$yPX1u`3pJQl#akDRqVobV~3j0IB_IiLjg! zFJNP7rZ3U|FIfI-AFhaH%clJU$4nC7wjLr96JeQ)7u;s>H!MH=1IqwL&vRvDX%3<# z>}~UL`ffZ_R9QlbtXuqf=CKA|r^&`nJOC_{v1e&Rla0{;R!gq9C>hrP)-)WEY(%X} zFSzWXWK6CK0Kau{x4z3UC`}bB_B&Yc zxV>M!^>Xta1zRi6CIXj1yd}7xBntFN&@{fUtD~^1Bcn9x`PTeih5edv&^ax9cqC4D zRF0_`YE*f=oH|GzLU$f`KnX@JJ)uzh)h9-pV#bBpwJgpp7`1-OOi^XHI%Y!`LhXL07Nk_UwMD85->8X%Nsa-T>NiKKkL*5SX1TKPV3AbY{y zKDJlSu?z*TzaC}X15A#1+?po&2Lj;o*hDip(koU$qpV0jYWMfK5xW!=_Yi6k{xMvH zKaUOH_+?@LV-(*yP z_EgmWbOPGWt%QGbW4P(hfj1z%_8p7L3Y=4_79Re2m0&xq3QGOA#{r>o`(_vhycrxA zX6wB)c|pq2AFDvBs(l^tO`;oT`y)FF&NSe(c#g&!6@R!V89BEDo}D8vKAeEKFeCKm z7;DUk%sD0pGh%j*`Gy(sImd7vkE8{0empV+$d5<10r|-YJr-kqG9rV;fE+in4ao5$^aRWu{D=$z^AtZ~M!-zsM|=nv4#G$(ASaAe0&>F05FjV)P7;iq zaZ5LFOPAB>wPi2j<%Kv{A-T+hNyz1(>oaz5eZ|d5?R0=dGR#?a9o~aZUrU_ucP2_g zvIODZ;uEO8rVjI5QK%>5w|O`SG8EKPMh?QEsY>9*hq8OLgW zZq!m}$yD2U4gO~`83T?GB`Fs~whk+-@PK;&X@wQpR~;_PMkyP}0VefJH6&mqi)?Y@ zZ;sboxciT+Zec0^GOhnG$1>{Q0JGP6D@Nkwr7hi7(})0HV!T^mOmXJxViT#)X!a*Z z%Ig2f?)J}ha{LlI*^{HCZ^7nrCWPGpYOw_f{|c$enLkpqB*L$^dvL>ncl}cYQ})SH zPLvKC!G0d_5tBh?y;<`-R5!(0oJ-1u3U=|na&||)GkE%3`b!YQ zZ=KyK7coy#y-Gr0u-`yVl`u=;*y*(P7h=YA6Op0wudH$9sVzyUk+kblNz)=#z2-WS4EbYN4)MsqdHhJt&#L_Fc}X zhPY4A2XZ*bNdmFf8vh9zN}ouI=3*jWl)FIHW{+1~ULZD*QzIU%puV;Go{~qRGfqS8 zR!{OEeW^9A#Q|WWdyp>J?y(WJwdy(-9#y_#sfLgyBtdfT_LCXGWCO6m>`cC0K3O0H zeT{({f{{p=iG;Pr0FS!S#E;kr?h+l2!x}9D(ClmW~ zENm2(adI52=InVu-NAaph;aLv{jLq4AZ#-tjG}1!fTn}Qo0~0)Y*Ic0jC2y6a{c7g znhEZ668-8rMC3*xv!}VHhiu79FQ-4cBJaz2$MsF&9&Gh(0z|cF;)gLQbx`@6CB;Te zKN)?MR@t|eDhW1C?d#f$OQK?pP$4wBZXUgmfFHOnx{{|Rl9GT|zes;UZ8c>$-Lmjn zJh{`=s|VLQz~1Y@QJpV5Vm`fC6rFpb%YAM_8s@s|hC{ zN_@lAF5FF^|s^PDhQnoWxFFGy+$1;0IjI z#)3%Yn#}o?UH`=ic15^=k5*vaD>aVkeZ7HRUuSe`T)Nd!Mnfns&?x0L7)PGy zFLWQRw44-|UJB)+6(~NGW4opu4(eERN7crY7he>z2U@4QV3z3_mB0e_bgXWdLW2!U z&wGjsU@_*T)w`6p+Fg4GTe?Cv({y<*$Ag$`bU2Ej#x!L24-2p6pQ0zsUO5EwTv0sS zZC&)%9*#OJB2zpZY4mXWUZA=bn?GgCqXaa)_XV2H=PsIZn*P8KImy1nDnLpmGrvA{ z#KBq21ujGk!lS zc+H!4cV}xTII2%`W^KHXdx_&Q8}B4`ZCrfEV=mr)jWbQNn62ra{=+mlCD+Ddl4}Pr zInd|z)H@Qpuv)W7v)$6G#Uft*v{HW^N|!Pl;!#MI9`ys zh|P?q)-<=It314?G8HtJJLQfr2Y`hk%;0R4S{~BVsEU|q| z@k@0h7U*X9op`Ld7eK#|guh4P+aij#&NiIC&ow`b08RiBVFs#av$nAchEO`^%u(LF-ZGYBSKWcqaf2B8l_*qSn+#yh9`aQv=(X|OY$=5ti zxxH#@zlS~zH)enM+|^QxXud>gvL(q9>|A*B4&1jl;|kW;jYMpuICC-?lq2cQSEJAM zUO=h&l?sr8JbuT}%EDcQaVj=mwTO=EQpqJ>TUjnVLJ`A`a28u5i!@M?N7%exBU7II z3935`m&?keH)rQVSCSMJvvU~kJ*8j^!%4(-s$(L1xw&v z^=~a^R$hu~in$0VHJqOUud?D{IgI3w+9q(FpN4(5n9a0qW#{|HY~Z4Rj-iXAz{85! zB3453!U=DHx7{fcBm|7#ethT*RHBF#0gron(*w$?z(dJ96`dymnN`%6jB~tZ-1*RB zx@H>g^-1_k12s`^(WcAP3aXNJCI0>=KC1wgG-u?=GniBDtBUTNMKZ=JkAu;KFR}=f zhs37r^l+S8=QRM*LliIC>Gg*687?D?(y1Hp;VJ|qM{I?xchOwu5CVLBpL4gyBwE+5L9T@X@6 zhwTR+vor1VZv*&^!{>$P2KRRfom|1vQmbqL&2@Bk%Tk$?=|XN@FpDs`1L}~Kk2KT` zM1mm_mDP{^Let4pA{VAph$NLr!iXfCNFt^#U6_s}lDkA=O(ZsuVQfAo*%t$x!gl7? z`}qao3CHGEy)v1hP?&k68+v{;Y8abU&1je9tIMSZ-sFljDiYUsSW$dAAaru!Brn`4 zkv%~Ivdq6yzn+ns@1K}|{A|yGIRh2sDA>uZv#S?t37y?w-8uGIkMKS5;bz-8@p&EL zdrIU^EkXFO{L}9Or)%!Omv-0J0JCR(?GPaRqh60*D+XRt{_K#}34hEdE$DQiTpS6! z6~Oqxh~GCKRnL>f47UwEM22b{NHRZ;b6ri6x^}P`CmXPwB%`FE9sHAnDeCKF|Mp4j z+pMX5%Al5g4d74_`CwTx>cPEja4oSI%?8lZOLDK!+%* zGz6HRh_>tr*>!V9)wjC+f6TpgTvSoFH%@nVw{%DeDlk&g($Wo*l2QUghoE#w3lgG| z(jW~I(ugz+-Q6?5@62$Yd+&4W^Sgh%@8|tv?^);jU2E4lGi%M+XYX@3I$7Blrgo8x zS37gPL|^fzPNCF#eb!>#q(^qREx2(`=IHjPa0h5Kf<5O{GB>s^}U){EIeDGcb%7Wjas zH5&m<^MyP3ekqd+_z;vq;Y08@06qjeEr@~jc1rGJ%>Fggzs>XGY^#wG_@)vFA1Hfs zmSTpza5*acDDZCl4KPk(E{z9pmopF4IGDK)A67MZnNNQ=hpxDARy+x0b=BGApu@{o z+`e3p;`5KlNUGq;4N5#w_w5j{v<$Mp8Y@Q=+pnn z(F^|L4Y;mR{Put?+OL-|;Z_ z>n313KB!9_O=9r zC>L5uPlopd_Od@N4u@YHbiu%{?4(Ffpbdw&=^q0f*k*(UTXS&_a^GDQ|03) z7D<5c=sybv;0GNP{Tv4p{Cj*g2i^FBWz3DqbzS3`0^1FWjYcfH zWAh{yY5S>Iew#Un)bu9zovY$SI#whv=xA5zDjiFgUnUlKcfgD=|K0l`r{Q{-ENZo_ z@ohTEbdKAV?N}UmDUuNj?VSfkNY~?VbG9KaG*lPD?jgl2?d!O%$Ax!_ihvL%f)LIb zvF)9um2p<_oL&#N!GxhdBvDU>*}uc{&8c&|-yqUgXQ;TKPaJjg4~3C8-_4do-$`r)YhfiZPQ1 zp0QlK+$z~=IJ@PQ`+Ak4KV7dy#Vs^a-oW2$3kv?ys|?EfqNvhJ4br+|?MFU~m~A*W z4ZS;wTZ@inqcf-%!X6+eR}!ys4If+UAze^-aO^7Yz%P~$HZF<(T45<@)*wdN6N~cv z{TpL*U<)a9ikL8C^C-hJRv&8>z~}GCY4KOQ_+Ua@$0?&_o=x+Vbt-S6l-N4D;zMMW zoEOGY(dA6i4hzUCySWPUuY77}V=oC&w-H6YkCJo&Z{-!R8|AXPst1UI5L=GefT;VN zfW;T(`7!VOqKUJf&TA>xoD%4dE6IS9fjV>jhH4U{rLj(0Jp19Pn`tb{;pv;{D~jQn zn`tOTx%ckDzBi|flN51I1GI^QAvh}2a(Llpo;)rF>*X)bQTO52X!*rC;)8nIKwI5KAlQO5OOJn^bS2Sx}wuc}4 zgz=1UnP5g&=+J%3j>=1BX1Xa`O5m?@bqqG9*9;@iqDUObCb}|(_FYw&736hm*h-Gz zd1rqh`=@>$b6ADy!~LjRu;SJE`^|&MWY8V`2!CD$?Aew0)w$~4L1dE4aL_FnIKTtw ze?9oUj5y#$F#qiV>fggk4l2@ILs0uiRH62d^g@rVmRm`qrz=!BUxo8(koBT;6AI-~ zy{o10wc_nXvqE}J{2tj({vpOEa$hSXL*iIuI(cynS274yn`W35k^*ro0iCY+6IUI` zW}9aCXH*4pIKZkh#B+cnx@2|BInmu>rTs;acf)TB$MfB;cc3qhX!x3AOiM>S;YAaP zWH^n1JHvM#Jc$bLlX+HCdPc!OIq?WP;B~-y83(~f5Yx=8G02x9j_hCL5Yo%CNcE*A z{#=pEGF;ivgSYPkpp@@#aQv_WiDIdU>X@^bjfo7g@MSC@k7EvWD25HdErA$~dE;n7 zCrV);o$nVQQE8aQ>HHlG&*?;G#cDOqYf*ok$0Km5V1;!xz@W1V>w82m6|p{f$5oOL zXeuz3r~_HJ0_IasrVsYjrOrmr&XN^K^(Xr!t4sqi=3N?g5yYwAhmu|ind=c^q` z4l!LW`VA4r2Z3@}b|=NCfXLkH`Cg#lBWm9!wtCj+=iH!Ub#3AhxkB{rKGW7~t%KX%jVtsp62mI! zkqOeIxJ`pmJ@#qUDmM0+!=x{;n1gnyWtgTZWS(8MET^WW7dfek7dXO$QTV^z`Yh=je_pQRf7&#Vp>fz{%t_?izbszj z1Z2rDyGzy(#*7gA_Efd@>Q8%m#utH^JFN7W8McQvcfno?L9#<0xi`nhOU4wHVXk`+ z>@Y_{btdDcVyUbMFd2-vy}W-x9RD>UlZ``dF`pS(2@?27aYdWU!#5@-r8h%_;a`^3 zw40VjRIHlQw$a}(0QPk=>p#_B@mQO)X>G1Q=x6a;@hFr(?%C-7)yhc9lu@KWI`kHF zeiPN(>LUU{yI5HO5f3?nwr`@A0@j@91|R)5Sr<49>OS^RzAS*%Z*^wH>5O$Q4r_+T zY=!FV^DH3kXwch!R%@V9fM*==3=<)JVjKm_jer}@!{^c*d8wO~#f`U@r;zL3*gz9I92=M!N-KCg~K$>n)BXA0Od_ZtKGPeg7o0GH3;c|g%NOCi|7zQx`wO$$UW z=8>QU3V&=n`dfZ1;6VrXydH}aTwwpt!a%v)l+2afl(nylgxU;ki0+J$!(!pj!tqTEJ7pqJwOd6EatA_N%vYPWhs_wp$wW-`;LodpLej30ldy7>*a;~ zKXQM8$2V=j-?NU9F*zeD8liW_BP1}2kW>e!a19l|-Ch%-K2$!nYT3K$o)+c_?dkE| zmfo*%Ngt}K+zOxRu;rO03H928+Q0Owf*@ZM)mo`rwXS&jQO_dgw!F*={zQ5=35;!b zHqBGopF!sLW2&zYoiF4K1LzD*`j@hGSSa-hHrzwEf2Bl!#Sx}BN%8Zr*yT3wR_p@; zfGi*qQ0zyK_@WC6`Bf`t3IqUb>nJ-DQ#5XwENtkLC6!M@=(pz?q>G4VefU+Z?U0;t zDkK~D-9;w*c>G*VteL*!}&I-Ff{HN_^7>jCqSb4`mpHY>~Om?bKzI#H^Kv7Gs1GI=8XVJfXG1*ehYsQ z1S6bSLlCJ5!U#dQ+*|yEkT(tR8G!ouoI&UhVt_JYFOGo1X%{Gc&mi~*E08~t7fk}k z+nvyPIC8TO*8yL^ty+b+i()CEi?><9WMtjHsk?pg z{N;GLO&a^or7YL=H*&h`Zvul$tK~b=*y)NF;y_T~3Iqke2!$Y2@9HS7fS>?y`z}Bn z-~_}0735b|NJjrZg92@ZL}NxU`i+0@8N_>JI1)I(MjX`LAK)VnF76MA5eKgiVpgxk zR~vtkykIlzqKswBfQ>=Yism1-EITHdJ@Nmu?7IPxzeK;?flywS4+!Aj?sSYUwK9y) z^0!Mh@60oV1o+H0NuogyTfF_S&LJNT&WUzch;|7ge(}##^X4?c`~~p+Ws7lxHoOZH zEExl7#-B$Az)DmDPd>7?m?v2=Mp^;$3JugK?n>tnc+;#I!9dd#&)pQg^foXVf0M|F zTVP}`#$}=m62^^6sFNF*S`}2XAIn&2@LwQo?^EQXSTih^K z_GxV&?gO!b8xR{T0kJ_F5F4~zjomWcNWo;TrLP0%uIEL6F>k2H4LffO2Qo$mdUuI;^0^O$*eG{V5qNda z9ZMX3ULqHVtzZcjY{!MA5fyPg4XaQ~(R1y+JUZm>^mQYrpc4kGHV?Qin5-qCzy9i9 z^+~nhHa2X5OS3&+{`J^4rVH?caS7hkurV?- zT(8&B<>-a2U1oO&L6;rB5;hh39hq+%aj^-ML52%~=uv)hRQdIhz&&uu<`B;P{#0?T z8z0}a_JM>mw=Xj+J1aUh_>x?gXb!UKI8woes{#J|)r!!|IeS_0!-nw)*CmgQ&+8jZ zq96iM5N64h+n1}yii2^ogTvAeU^)jdf!4{2#)(IK24iG~H!V|D5esf)&j$asv={hN z?KJchcIdZ>d36P;8zCe)?L7FzXuTP^_za{tO4u3*j{nREhQgSXK(PHQ=~VFL;7O>+ z&7t20rtdYRZitZNtWzMH(Rw>_@i9p84`Hi2IQ|8}0D^T~N!Nle15QHU+#K$# zV_pFUz&hRYPJv8D>)psjQIO&^VXFf;{s$v?9L8i1g5_UHPl7KcPeQA24jtDqeW8%L z--IL=odW5M*87o*f*{3t!d6Rgd=n$M6UO8Vf`wcmpMx*Yj!{o<4hPmSFQE{<0Yak7 zPJvWL^TS9p9?&yLoGj$x1wkMk!J-XrRTO7b2Qg7NBU9pSu+~bsc-8GwycAA7dN1KP zNQ;%OnTNVStM*J}Pp%YG2R1*tT7NH)?}q}_>D<-6={y^>alaLwNZ z!q2k3S-L#P^0u%WttS%k<;w4YnT3CuI{44RKTjrzp?#~an`nX0Cb&2@o2a~j&nLWH zIq;sfPz=zu+#OpWu}TBx7X0jT5vi#<_nn&}G@UBa33LQg0)!iy(Dcj-kC~NkBrEaf z!pQjcAkq=I5Fqb=P=D>=v^GGpig!l3ntV-vfK#$aI;yjIDkoA1RzEAAI4HSIzLxxx ztJPY3t=)5=;fa~QC~plvVm~vw?kxZVk9D0Hu~e1a-KDA9pLWN+NmROv5Gy`)flnW( z0MiF`Xtx13NnM~Cp%zXx;NF2qw?m#o3wP@G#W6C+t}6f7)QNKYoVCC0OTg>l0@OnJ z?9Il_p_F$4Qb9)7de(SbW~6JWXO6e4sn?>VKgcCSUstBoR4CS#+h^0y6hH9l8WN!Q z%~<{xr#`In($eBrhoW(>$RegxpWhv+S;X#1%;LkQl-ll7UeiF89YdoUt zr}VS5hzl2d>H3z(KcMHkx=Td)@W->Qy~8u=A5u3ASGI;X5?wc)v+4(t<->DlTl7a~ z=}l5UIa;JV{uX<8|Fzw}K5esK$Tz$wn|`QHILuTK z+2*A0gf$S+9`VU($`PwCfu8YO3m`ana%W6fZkM`qJHdL-31Wl|<9p;uO0=;a2VZfZ+5Hn1nP}X22!v7CVhK zzBy&T>_6HY&s^eBs8M$bDX04*^%J|rT?Yy$DtF<;uPOvFfFOAPdqTqaM)nU}HERN) zs)bNh+B?xWBh&`LOVvOi(unFX@2l%asB$8RJVbSo_tpJZ#Bk>XNDk5D$A~gEsu9(V zOA%_`9iAdOQHN;jJfhS$h*C%Id-vZGpAi|!US9sw91HRvcX5kh+hZOIw(Ear7>8yc*8cZqkmc@>$R zy8ttNeCyBPb<4a_EY_;`0+cJ2lrslAUBBpWUmed}yOx-1*oQ_E9=gCj^XP2iv7yWs2UvezIpj`MmX$UHj4Jji2nAk3O&c zWLJMgNPXbPed*OhK-}_y%yem15rW>5y^l*bn)Ud!08$*6$AJq9z>!qC+>+hwYgf;e zR>uJ|;4IWU6OljXk1Fb2Kp!QWZeq$%#UfIph(-EZh)J7!Y>OgUa8xV?o9{>4jZ}|Q5i;NnO@b#SITkA{)P{GnyxRd zLPje)^^izl$SC{mqjg$>UbN4iKoadmc^=MdUVuHZ1|~4qVyE+zEpqKZc1#fC{;ox) zF8=0bTS&2TShf<%aNMI5lPt*`eM2f&d8DZ63BsdWdKp&~j5@cyO-KjQ3#7q_&Ha|8 z0cjIQFLza4b)bu`>HQ;)>Ue~{@Tm+$hzcRfUA*EJ4_#L(R?ihye-v>2(Km5xy!dyL zO0JZ3j?VS_{d13cPr;gx&QWa+ZXrm6#&-lB3aLZhozxH2Ndlg`Kp%5A-34Za>!H~b zGBPRpT_Q=(NdB}i^6VK%lF5}a$-%omg&ebu*q+wr3fDmI6e9Se_IpRrkBF%onWQ2f zl1+JI$p!~R!Zgg2m_cMy)|(bRCG~G-hwcBS$j4&5R~&sND4AFhED^eMang2DFuh!alac>e=u9RGk+|?=d z@oHajTs()GR6vM?!SNRAs#2nQE~9#^|MjJh*6MiiuO#MNDTy4ktJCSD)nCPNu^f_8 z0qzphM_ZvQO0nv>w1m$7*HbK>K#%d$;2^E#E5rR+m(KH*1EiS$4dqMACl#w|X9DmH|P)jg`?q+)yXjxziJ4ge9_QlLfFyEIAqT(mdy^R>%iX+y`!oh-?_u7vwWO=M z=|bfMgo*jhzUbT?R)1YfI)G#%?z$qkC~g9*>&E9>7+%iZKL3)-WD6u9e(*6+1fDJ^ zk}2lM=Q{KI3i{`;LI@oB^(oN}KT8r2WQdh4jw!&S384~T8MNokU8}$H=bC_mB-LxN z=EsHbXyV2QMa-b}!Qt7sk@%f!__ciu`F1g13#^sFaPEa8l%3DHxF$fdx;}g8Tn#{M z{T>K77yk%IqO2RAZt07e-EuM`1dvJuG6hHMofcQS_e5%4j+eb?X2pEno_^R%>8j7} zIajlsdtn7-7lf-zcGdfu!R3X&Eew`(&7}cJRAMfU<<>oevom7pZYQP`64{X2vX%*vLTu359#IRWxQ)$&i1I2$lq*(Cb)~E8N+ToqNso-~~o|J#o z#=vZ3X9R7CfWql4+X zY}0djpw5&4(C>O*VJM5R^TI$2BYGiWqRS>kpAj2@s<8IV9DcHp>J0PiFmEPy9MEhuIe5a3&c7RzScBaBX)4Ob5W%?Eir45b*p?CIFux;HH+ogv`1!y~Ne^ z(w!9E2AiGh-k)uICXD1&+y=qCF9^Z$eT?FrUlN9Sb|qE`>6|8dH^{vhqQCXrsk?>8 zX^NJGa@1`aVX8Zi))M5*S?X7 zQ`Wlt`&?sv{i4PN$knz}vKoAo-afE*UMMi_%Pp|W`5@oSczZ@>U9sL6{P@%0-pKmCXqGRSk@G`!gS^KRJCB(4HzVs5 zg8;{uF)p2HBvKsusLt*M=4+RPnmU}^|UtE0hq2){^=9( zH!)ssTsPM*s$GD5a5IIi@k(@$maWm3=k0?S=h0{aiurtUdfrBPo+tWmVqU(f*jz8& zOc6owan1|Trb-2wb@_TiTNI_6=3{(@qwNJo)%l@Hb$0TYNpO31xV_ErW_$LA`M`-WDwegzZE$K$Ul?ZJF%!_~r5%3R$_8weY z6#@T2z%_6<9uAW`!C~}yINV+bhl%##@cSnEo*O?RADUCaeSXwmlx8bTr(g(HR0koE z(%rKL*pE#S1}~*(wl(FUokknuGLT6^4cJ@lZ-(dJO)aij@4*S0CdW6QlS`XkDOu`O zJxDLfOTJ~uCsK0U;rdEaL#E_{YG|@+gIyQ4{;q6Ot32I2`b}<$U&66)ioh7S=v;SZ zc%nranhrb?3DSmg@7X$-`FY)@QgnORIo|mi(eO1)g@x z=tvC6=lVXKklv9xpT@O2&7apVk8vJGf4H}GcD(Wmofe%dcxYQ^uTrYqo0_#=y6C;^ zpDEcu>i%(?4}Fb%5LG5we-kWhE)2jwfQQ`J=}4zq7S7J+#w(>v z)L|x%Tm#}^>J})Z@3BcgnyY?nTaCpg{hqt9aB{m%5{>gU#|$p{CA+2%4Ah+2ZLt;PwO+)`mE=@ji7o z8_rD;229Yc+PI-TI=6e&Urj~KD@-ijrQq|R_QmmJPC#U&w=!|V3k7g&VK2IKdD4wp ze6HxRu6s0T z7pr*jq4yh$^TvuH%d8lS3r@XcrN(VZ_4A~_^ER3Gl4_0BYh_&dvhwQZfZ!;ymij@V z@OAf-5K;Gl!at48+V(ZQ=P56D+|>*Juq^5se&LyW#89nx8BVcH{CYy@+_GAOaD!=# zb&b-H&mEli2UtjB_`2)m`$;NgVcKD(f*ToJ`2~S$4L0z;%0RZZEUx@^v7qyIv1(;1afC%Y|?tT4)w z+#W#H=xQqC*7*ViHXF0uOHQV}T7DXIyT2N9fPCGQBG7`nd0={Lb^V|)#h+(nao+!E z@L6EpNjJyLsW<3O@Yb2KYZk|PZZ*v_Az=Nd7W31sW1JgD&N!CIyqf?>M+cvdnbr%7 z$2Oz3xHV-J%64RrusOm_I;0`-6(^BJVc{}K@tk%0Mz;%PD>$B=2N&%07d+a~nne4x zZ%BvXJ>iYo=YCB^8s7b2m%n8F^4*7K+m^=%Y8kkmX zn?1`_Tx6eQR^@|mG%1j|hS}y63 z71wo*T4xj1dwSzBwnFTMWs5}{M$v%-!LbN-jeMB<$HUEkg{XV&qDPEC)3{iu%_S#d zU2S$$sFFVf-#o)uc35QZ`@3@bU(E+0EEeQ%SvbYK>tF z-Ql4)3`fWPmi4!yOz9;vE)xh=8Z;H5`pik1o#|CPc9dE#TGtp>>85=hLAtAc=y!~z z_rG7R5{KF-hfxw}wYVc=TSSmR(8*Q8D0SZ-=0_U|ebFyhH~;(g^S5U{Sc}>^CQ$N6 z*dJsXx|hbpuf*!PJtV;ov~CEi+Kx55^y<$BNL%N?M{<^HY1^LmL@zNiURZpxC-cJQ z3774V$?I@pIn97)QtKCf!sP`9EhHiNMv=#$T@at@@fr^cXJa%L?%Aq3ng<BAu_J99vQbLwIL3oP`a@#Taaj(h?4o30;34PchHEPvJIhKW*< z9SJR{E6(HfFr0)}Q;=uzBw?tv)Nd~_ok&Z-ND2kl$aLDolhhXfArppmaHb!tSjnkg z6^@2#gY8d0-LMs4s%cJcN|WY4mt&Xv5TzPLL!3?|%IzYfQ__sBS$NDYccy6?#hqdX z05Fn#<+U^-UGCPfFIra*B(w>dKW%sV8!AD%HV3zHX>r8??qCD_oQXvtGm-)M(;XLO|Ql>#0*HUsd`d4PvT$&fkq zgL~+~WSiDixQG6r`VS9nYyA%o?eyDo+W2FYFD!~0_YEi+K`(^jqC6IvIr&3 z;S1n7@(=4WsI^>l7*2rKo+^R?PP(q*=GcUKFdPGL%ot7-;z5I9Rw$WgmmmE9W-weC z`MO>+|KIk`7dc1a4+kz1$ND2uf>(c~sBOFEeL5Ws?--*D7X}wE52vU)ueD1NZwJ1H zIW`n_zF%x=3lEif4D1dcUMz;=61L{I^G)I~C56Z3{Y{0I^rZdZvbIvyv3YJks+pn{ z1+s&PG5M$Gow~>l)e5E8+5TCraN_@Y-;6HzKlN1F*s`8kv1q+DqPrPn4@U2i^3&zC^ch?kzr8U+_^1zF6wfL-|SN96I3V_OZ$uM#l z!{jd>rK#m1k+TS(=tNavX)yQa`)%TCQZRGN>4beD(j?B8k&}-jEq0E-v!1gF9xfOkE`roQte zc0w9orFmOqZ>#3NC%zs)>7RnxLiBNVQl=SrTMQ~CO}KoAl0}NE#uVEw8AC`gqW_9f zp&3%LQL^dI%)CSxOqbsrf5>`&$n{!J-x_*@Vzt(OzJ=D)AG$Y={T`uz>Cy&Wk-4(S zGY*ZSLN0Ln9>dh>XCwEXne7!4qycc6HLs9@D}e+S&eEa?3od9g1_bkR-^w;~?HAHr z>Q`u+ssgq_F#*UO^KTBLdml-1MOid)F0nRon)3jO7f5`hIC81svY(csZ5e3zAPneQ!2|&H_7x3S)BC;xo?+wIte5^ zG`alvnasyLIUnh65{NuGYx9@oR6Op<9nz_qg-vdv9O_(nwR?dQKzleS5bfaw+5=p9 zpR7Naz04z!%$=x2858{9mpg{iZ-s)e zD!Qk5?kU`Rt9z>Fo)W&N@b9fq5mxK>)YE&4@ZRd4!U#rmT=t$KzPCa{Sh3$zD)$uW zz12PS{GQUjr^u;*Ap)1TnZw5u9RnD@Jwo0VC*gBuRte2d8^Rx2nudj?te{dZ4_w0e2^L=T_ z%X^)Rm&i+JNqyv@UUw$rx6Ypz$Wvyyz2(myb(?55?YZbBXFKSL3>Bm{*<{-qnw`d7 z1usZw-}oC0+U(TEtyKjWb(ej&an$S2m*;bP#H{~L_${;EvXe{&iEYezb=NeC^s-Y` zYhhYG`q-F?+O^T!5|scIfq)+bPrSBI-t!*mvdXJ{0|V7R$9}}EB7)s#)sv3*bupRCoFs+hM9LU+h~*rt7_W^DowaKdc97ZktAAhjEAyTQA@{*57H zIfcl(*gIt(t2YihE!1_qAOF6*NRxaU@)oUv%bIY3m~a;LHAb~UWQo4Wa(3`;3OB`v=N}=JzzX}%HtXo;iUJR398Jwd2Jy_3 ziUbS4ZGb9BEM|qA_*~U!MmwyMo>wD1vX{e61CCIp3x4v(t7Y^60{JcrYZN(uW_3rj z9bI(?j#KE=OLN+;+U3tev9IGEe!@pFMSe|mh+`KT^f&shcBvKLI`rjKu+s<*l;tz| zx%_jU-Di{b;q<0E)g1(O*)OM%OGys_A;{YYE;!LowV>x$!vw6 zf7W?1OMB;tunXkSW3{HGY%{?cc`O?1i|J)X$EU3v6bqLt z9ZZ6l6cM4^6btm2Cca{Hrv>M<;6EH)d(pXnB)dRwTjF?%4r;azRV0{ed5Z1?WHX-@ zm&dl-q^Ay{g%b!J^}aE-Jly;O{0WxDWEZEu+NOeuaf4ZrM+aExbSp$gM~YXTGraiO z^FboZZLqC#rLwKlGZ-`O7oLRAlULVKmBOSXtTsh)n|JA7Ht(pVI-1`0E8w~qj;jPf z+@d6VI#$e|{4t60AOBoUv`X>uQRfiK*sBQxrWw2^xX&^LZ99Gtd3a@`$(BRk1{LZt z$-F6h7G`G{jAcQZ8I7(|785C5$IsC7x6x;F)pO^`=E?&?YKiJK=FrI6Ln?`Ca!>KY zr=%25d?s0U5+NmXPo8w7FQ!+Fw7+9Wm%4Q8@Mh~)t$1ig^iNX?xrN0rIeR6eJx{@y1uyO8P zrKIzyWukB$nznSQfP_xbI9+}+<$YdyR`A=O+c3tVH(cx&b>+xUH&H#D0Xg2D9`g>f zO2LnZYDq5a{^Mj;;?=n^()f$a9#=WQMOTJ@ zM)^e%i$iAwY=htg`O-!_A%`BzM@KGR>#DOf<>r$iel5wMAKz`CBK`89fbpP8yyM^p zY2mH{Me$=G2;@SoTGD@FElq;HbbK-JVvAq1uVx8Q7VFnnhHqf+KfUaW z`l2=46avYhfu0%tnySc0a!>tC%fGfdasL#mjx#kFd^yY``(rKT%;{Tml^ZQ*x!r>4 zFP^GdCm;EpT5{9T7W}Zk)vdET-tuc+vnHB913dL6oH6IgZGOy>fB0e2w;X;f$vqlU zUHQ%DI?CNpIHx+(7@q<2X&9TD9q}lBI_Aa{0Yie~Ne}(f6+D{7yc%+Gp|N znY%7qg`4@+r&>w3sixani(@K_lG)+ixEt;%S5`+dkL$n`K+6woK!HHHfuoP@?eBo~ zj<4xoCq0 zZ_=Y80HOE5(fml}iZ(AWKMP3j3HlN^i%%Kf30<=)!qa*O#79vpjJV3#@qLt{gL*8qe+dkZ zAOygeO5J{fmHXsnEu-t%YfV}0#YON$mx^*`dGo#2n+R)s624Pbh~D2~>7W^?_nYxM z^NXhJ=Q14`A33q#q@-j% zb)_| zg(K?9M-=Em_V4NfMmGF4I5pb<2hm?Ocz?S$xDZwn_g2LSs}qEke-5GQz4%HodQf2hp@3c+-GdTyJN89<^dr z)HVnO)yUf;IX(wc(iqaDd6@94djnpC!KeGaR3rNGnF2ln{*#El5E>!+Vvma$0Oxxn zK7>(Q_%ZzK)obJcr-+rZAAXgr%lINLh06$;e8h!`9Z2*7JCIfe7ZTzcKEgD|{Cm*) z4EossemX(p7KXVK5FP4ybw~-X@ zPHAKc;`6f)bwcMxO z#)rEO9$8$F3)JJOcP}KaX^&b$&8el$jzY?L^!4V0{bVQEjP5tb5WK7d_DZPh2u5v( zo01Aa+7g!ZnwNn6s$7>eD#*Lj*2YJpVZliqFUia%E1eZ5nVLq!f3>F2nt+s98z+n2 zM3Sjne1oL<6BvHDL*yl*49S zd-M%=J8*eu)8GKV9)$Ls@L#RZc@@CdI4Yt8AV}c^@Jk?m>1qdscf;*3f2uS-Dz3zc z07bKkAtCRf%3qH-;RT8}s06;Pz=>r}ZGweZElj37;egF~u0L7Ym_o<%Ve&#ot&KH7 z8j6C46^ih%f)qm0ghY1-?#5M!_^|-*bH!P_x@#4p8ZYX%`);+f5jlQz`?bBd;`8tT zBYC#S(vhk5KV~pNB6?w1uz1va&{AFRB|SLi{UYQaLNKck7?Xe$SU3Fd0DDLhbF)&bXZCIE8@Pqg+(-lCT7yV95FB&%17dQ#oKxyuDkX(__22`zcLb57h9Do&Qa z`=SKRm=Uu#(*|};aCBIVQFR-(+BQqO79~ET7Hq|2lmq>cQ{9_UL-hif!M856`;0vA2xnY4p725E~~f(8g%9p<#RA zJj>6D&Ov)z=x>>IG^C^?QO}jI{>~->qFsfmtj0<4cF~5thBT^V<*hYadgC*N=O4~4 z4{&dxKF$XQW|GN6+WDG<7bnSf6S5?d4`|LRl+@onm#o$vpw7ybEB$@}{m$UN!!`3I z68)Q7iZW-@M9$M=`jgSux^>^?Z1MtItWq0ju2@WfRTYD&69bLtp3XaS0_&Jd;$* z$l_}osu~{kJ_I4#$Lxd^P={-SgfE2?u)x%sk=J@Pn778J_7%%qQX1WuVaF4kq8W2)JXJfsSIfOGaM zcv^u|F6HIdW6i>puSB|rCEUy0_*$sMm4BliOMEx8=rAyd`pLCExvqTmWrRsh$}ol} z{L6^4S`<#{L>L^2!oeR)mZo5&%1wRq3zEZUw3G*Fl+dxOXYjGB=O-kmDf_iV+fU{m z6K4|_{J{82l#zeMTh+)VnFd?IxyYpvJJyB4K{tTrqjvJ zUQ#`ne-uAPuT^$tVcGbasgT&opDjS(I}et-y&Ns$*J&%R(#M@3yz|FaTzilC3aU5p z%t146Fe(^J9r{5%8{Hec^Xe9DvTkQ1V+J;OlgO_A;uj)u*Pg3&J#~4u!+Rf z*NyNlFUb6e^1~fu+2?};bk)GYFv~u@50*P_9Pw&u;CrSzB5I;PxwTH03sCGhwK7r$ zS~8qCPnU9-4dponnxDRzClsmOf3#=b5HzEG@0lXI+m9rZy zzQ5>5$>Kce*cye$@$_jJsqNF&sqY(g3wn}F7LgSZL~bJc#2CwVVR2yb&onY!2a!+8 z;#}W|q7d_eSeC!MlB286q9i2z#?R1I5nG%?l@roQ6`PF$(%QxoIrViSyG+os%595F zeo`LjDkTPFG8><%1p9A*8yrVOm*PE%=%#1M1oe2q^hRi4+&@#yhd+vY2!hSTMZK_K z9VP4%w2)U2`mllM3*>wo?BCCI%GyGZ41>}0s>tkVUjc87Zmo52BDk#4wen~q{ML9{ zwH~Q!;yxH*TPyJc@{wMDDUIGO!h0!Jyz{B6cOMbNNJ0GlA+W2VNu5-K{a+V7S8E@l z^Hkp4&~wt*6t@#{yev;gE0dH19BVb9+rW-W3hRzaJRyia;KlV(fkY1^`_OXpHXHJ) zHstIWOUE_gQ5~X>0aj;Zc$ZH)8=0rWcx7D*3df$|gQMw@ZWw5hu7C8{4i$~PReUK$RNDQEc7dW4J&}khXV?wMTY?q<#MhtJcWonTViplnQdRjPivV*I4K zG(PwDJ5Rb{(%lc|)8^q`1;z$8(FvQJi!1TF;F!131!nQc47-LycO z(wz~zYvUthYrTnrJ3dnJ049DKuEbk_f0J7OrBLyDQ7Cx)+j4$lzQ$b|i$N=UK0Dl7 z1FQG;nySl70tAG*0jnFy7T*8SZRf(Bbrw8Jhi9okHg12OjGfgZV3zh!VXikb{<-ll zAe$4)if`fXxk<&&%AFYO_MUJ4i(9OSMY2v7B=?wH65Cz*s!Mz&J1Nn}RhwmybO5ij z*cvlALxcCUWkA(|gGk%uq*qbs%qaFf&CbyxCG6s8ZUN}Q)m9*Gf}xd5dfV0m&r!vM zMoYN(Legc?zl2Zp16&1lCqE;fR;*RWtAyBV_31hf!<>40oBj5g%~h-|wR_3P^D?%lg*RqyWFyW_D{@tX(H%%cj}@DGOFj4uX5tx7rq1`xh4-&PEn z$?eC9|Dox;LHNX8g`Z?epmIC3I3h!PVIkvREpUI_FP^4DR&nteo7e+wHEog!LnK8? zcB)5lQ;Dyp7#KB5A-5k;d2?+{RDsbHiFD13Z!I86Yo6Ka0BukK*)^eoPMa`5D~a%ytzg-xj+rS z(I0F0{#3&g`1S~r(a(SyR5Dv%|IgLK3Le_z2l5?6 z$Q)s;X?y^|k6oZ@;s`YG65+86a$&$7T{}j7XojCyP%Chu>-f|9{|9)u4}X~P1v(b`#(m61@@Qi91PC4h;}gJn1nW4D*)SeK@e@FKvUvn58PGt;@~pa- zolEw?be@`5g$C39qU#|e?_`sTb;WBEYqZdyHTnEerNt`QyNsKBT9N-bWk?L{IhK~< zB?^_|wO*u^37KRAgr5&Wg%oc@3ECJ<0gFrs5GaUAdn6dj28<&6#q)>z{^HM9eYb;i5vpMp4&%&v_u~t$1JPf}rV1}=nm4I1JDF89Hk3R`sdl5X}!RZc3^a9fI%U>27YUvr%*Vm?+YEmr80ZM+!Myq0R73i2f7KH9GbUN_A~gK4F^8Iq{D?WQ(N~wkYb3^NI$6g^(uad__FT8V(~Qm=zcAHp17^wnjK4J zxcMr0?2X^|fA(W zPLH22vEmj6FY`)58mVk}Fu^NTDt#rr=5*jexY z;9*mQz8T&XK(Ei5btZWy*tpC)?&8qvyupZ%@^JLgqQp4BWFFYdaTlZBjFQ#wankC8 z-ju}!YfEnz|NY-7O@7dO9u0C>LtR6*Pp89ZqOO`JCIvq$6?D5DC4H5fK8~oQw1vRH zAkTC_=`xW&i({bnYQrFDXYL*BIvWUg=;>~Y(33`F=t znN_UKcMeOCj{3+>gee9rd;@(KxT#bM7=YoXIIzG5Ev8(s`si-BsW!xCm{v}{@@#*C z?1|&y9SlW~n%oab7SA@Z4E2AmllFuC=j%(g;NCr$_FLu$P zbXTWfet5Bio&gElQZm>-_ye}HI#<)6Z1*CE&P$9v7cKy#yg{0}$T-~lx{VguVVEPc zNGhJfe#PfQOiv<2-3SgiCrQb!w`S&;nECZ9F973@1!@@9Pe;YE(&WX_5G3kPQ*~m8 zjIt$IcW?4b56t_$zrP5MQsxVORf5N>C&RdEV1%ykQEz8gs#NZ_e$MetpG+S(6=!eg zRqLp$U?s5+2jiJkxS!Hl2!uN|YYx5j!*AdGw09h}8=te5(OWfLGi1ZZzl_puaHE3X z^!MkCv%Bu~h6&Dp$)_F9#&oSR@60lbSe;g4>*Y07#MbkRu&QhPm?60Q+lu{ntZo%~ zBr~s@?$DKxLVHP4-M{0l!h$0Haarse<4;{Bw7wyBz=)cXjb$~ zL_r-HmcC}M@xf)HXBW3{Q7A??;@*-bl<5)UNJ`I~kr`+wfOC*4VM#CHQ)R4kBM3wa znP@D4Lx({>WJS=L2oISSwFweH4gdfSB4h#%A_QMk=jPEs4w#nU$+UQ31yP7EH51{& zGv_JPqG#F<Khm@vCjFgtHaG!VXfY@>GvtLXT5r_8DRyn*s zl@u|Vy#A1}+%8(N7jfgYKZ@y=JJwmK&_~kA z9EfugH7czcc?fU*wILQ^qbPX+%DWA<%|6X%2loj;v*NnEpZ*{6F&$?QPQPW zMzx0cVNJ~qh5{e1aFE1X{zeLZ_|~@YPi>0>qh(t#b_8DO7VK|}4!Uc!n+b;Av+IjV z!tU6w78y}c?BMaSSAtesZjUhzy>gyW>5};eLtz-{UM4o5zQKE_`pyy|$OvD2W~ye$ z9Sc1q&Csc7HaB|sz46_mCSla#f$hC@9Lxl+z*m0~qsDi7w$2hd-#OCI4c8I7OAtTc zu_T$hrl|tZUz^;kUI{-}mR^$bD8Rr_UmGyk_)}*JotK_UB?QMTr?4QA^p>ll;mlb_ zAC(<7_k#oab-ZHSbMZ`W_E+UjK{3k1e` zIPVUi%I|qV<=&D&`;LRR5J}b%C(vuGjQTFKTww&*al6fqBekOIu5r79xvq92msw`l zrT8dRiXsA7?1zifIW1=ty~nLt%Rt!__by`VO^L^Xy_m$X}*BZl^Miw(<20&aDGIHF`6vJ&Fhka#WYDma63X7%0+$qKtTJNPR4$O z!PF|jg??Rtp_F?W;obKN<219B(`^@Cy><@y8my(jlU3dI!CWech7X5vr(!!7=phLC0x1hO-BR zbvF$X;)k>tC;@JGHMN5;ps3Y3#v`QcRN421yBiV<@5JA-bN1wLKUq)}?=5w>btg9LB4a5M?%b zepA-mx(kAlua5lEu6M-?Z;B{u4dn4Oyf(h-!i)TXwuQoTM`ZJ8!^d;yIa)yf)cJNR zEG8nIuw$y}7x`BpQQ1o@{DI4NbFD!6FVWrclJ_i2msn&8+SU!(5Hax;3A)}VGw(lJ)TH=gvG z2=(iER;^=-gfBMPbt(Wp)jDPa8nSC5w6EtCwT_?sbLj>>6`|Rs;js6v#YoiB1*RDPf z4Ni;*DXG#?Ckn49sn+O8j5?ySs@y5}H+R$kacF-D7C;^Vy?{m~3fDZ>#5BPxBV2r@ z2}dQx%Y#ZNQeqx407`$4R+9Ey6IS;;ACyWj{UFfo6ptsxppm4QzsLNb`UEf`T~0&`L}AEs6XII$yTeBdy|+pWu*xkhdSbcWZgRigc@5|GbocBk<}XBsk=**pP+= z>q?sfMP^8zdkM^yMJEG|1;4bF+}HSKqk9F5teu{gfiG!UBWUvjj0PWSrL^ zkj4ItP8gK2xQXqqAD@Dx&4mEAQs#o7Ms>m_54S2g^55dZ0660%q~GnrgFZuroM%GF zUelZ*U^i;0E8ft6Az(Yhio)x5g;c)*0as?Ek_zj)7~cCqQR7a*g8;?gqX-%5EGtHDif48-%&O=2_-cx*}-q< z75`oTjtGgCRsmeu`y6_-JcSLt{}%HVnBv*;!`bphzP)dAM~z~)6F~?0oU@?_#cHmT zMx5(mo5*NqfUNO-QkkJI@~!?OLa=OEG)yQa8eZg!EWM{%0$PWErOntUbHT`u2Vn>} zLQqyY&{O1CoN{>%TWLo`TUBQ|QDgcbUoa|NphgudHDZd`)1lIh7GsvZ>H{bJ!058G zPvMC0Jto2F-*+pJA?mY0`S5c)&_ z3hj-2ZKimG{BVPO5uebUQ1qS6uhPvuV!|J6cj^FvN|=D$BP_A@pDWJ`C-W-Abd6>r zn2c$$-?Q)Ow(v@HskZP#v@8ZDSu&bUFklbbDaaX3{U6BJGQj}ZsV;q~gOo;UkLIqUQLMU}LBVEKZ~`1_Xi(`_fRNPWRWsY-RWk+9 zZ-7SDYe6j~(a63fRx`2(2Xm;cB7bHubYU*Y??Ati#(yB~73+|kZ4mkpaX>uG2st2U zrU3H*7}V(BtVN{|y3;e+m!f@bzVL{Casu}8dNW0(%EI>F{@kd1%ztsd$@7Om+&(qI z9fz2^I+Xic40`|8FHTLwdi4H1P=oU5XMJ<;<{eYZX;rZVyY?dDnE++Zy4y@6i>vzY z14p)ADgUPSSX!!Qv@Gdf<_lf45KZ!4(YkIEx2bPRaFdDuPO(P3IgaWAA+Hcd>eSZh z1n`~rVOvHT@=rJK9SZ#zwvV48^x*LQPBi;nN4Cso%;+GeoR)LrysQu0u+YkK6f7Ip zOyzJoN9Fx7Bh#?4(Szf|_n%kIYDcEa229?y-c{(|r-h~vjdqM)d)5SSmbT~$rsWz| z`<9p6ou_V^`buJ|`+UC5$KWdauh?LupzI^N8pM%|0VS zw+lad7qt75%tTnmEcg#jEb2RHUWO7(SpXd5O>)*Vli`mSSu3f1EZ_nbRe*`d%n~kU z{Dwm7EVES-6l@7l(Mt>gntf3UCz#HGSNzCn%!uN1B)>WtQy8Nnsm0XdXElrq^HXc> zF{S57b0-trb73EBU%EiowE?;zR%JRz&7oLiP{ndeX2qd&a7o+%gj^xNCBgdJxbCW# zZcY8&1)YplZdZoUgQ}O~|2}A>o8$)lEi(NTtIR$m=*yD75gnF-nXLFs;7BrFSs@pn?QaH2+;<^)ZDL`stz>LKzAV#m`k8Q7>A3Z%JEgY54)!1> zb2$RWn&LmZ5laYXnk|&-S+JaUjdW4K0`soN+!8`Ue@uyri7MtC?gU^GBwPS2O(R;# zYXUY6I}uxejTfbQHY^9NdRdzhie@R}4f5S;i__1AYg~?DQZrHIn|5X;Sj_o|OOLiw z`dg?#E=bhh&ZKTF$xsqU^&3F{5tr34HpAP&!sT(2wj52sHNx zS^ZfLhKdQHgG>dnaq-EoXl?NYgoixoehvThcI8P!IML%k-KfjBlw*^YR+8DsY{Jw7 zJBV&5oXC%d26SFXPH~ROetj+!IVppzuJ{#y!ghIvgj(MxFEy53zCeyQ!~gf9Y}(zs zUSrYk8(?vOh&hYV4ZdbkIn}xd!StcWmmjY?cLMm`Iysx>#R;)kq)o<8Qb8K4ivtu?AI;Kv%1S zrm+(j9F$mScN7*``z<6;DA{hIa(*m0%x0lfYW0U5r;af-8V*|DK$*#~Uh)#rben=+ zD_}}2jlx?XBY(IBso_av^0J#D{aX2W10(2y;f5-@JKARbN6q0lVMNf^ z?HTqeZ$oF2zOEc+2_AZU>N0~LJmCU2AFW0>!v&N~mmm?5(u_p{G(~jLiI5Ar@j+&hX+l)YcTc8-O~BrLA*IzM3l@QKZiGbyN33!hR+QyNiQJy zc61_M@^^ox`%)Af%w=90=&GZpBy{8$`AWX6!aR7T?^SDO$Tp6ov2HkuPp6PfLdZ5j zq@+?>!7p4w9ZjKvrG7+p=T#kP4(~HuQ}!AKC4H{YX_Os#wsy|mgzYPiS;&gdWFqYE zJC)U2%b#t15_Mg(RdO2`35c5TrDSs5RXeI$&sjVy0Om)r}i3nTj#A{2YQ*I*> zRq)REknre?*z`<1o0-1+*~Pvl1NY-Q3R`IFTTg{5n=sZoI5x70tzap60}qNs)ZYyE z@KL&?9kv2NK`SSTFGf=UyjwL%X*qc0Jy!k}moj z3+}S%5qwo7dfArMU&~Sdz;55e2R)-moghklmwHZ4JHh77JIzR?+g@hf@rCM627U}{ z%$jc>Se=y)SP2@pC&m2aFlbHV{?SsZB2ipY!X&~$WkVNR|AFn#qCYon4X4?n60zQF zhJl}x^`&qSIk}7|a6#+xkn`AV5ShZ6C1%>41(MIeNtZPNOdo5u8uRUblr4nSp_T`b z4=_|**)yT(o(9U_2R*wIOf;Kt{J*h#%3EY4Dh-jEt^2q;FgTu>O7~P>Wl2}(!8Sw(iPY=|OhaTUN^1Cj654`K9M-w>6%@6(&6!`Zh z4F7&#eQd*%EY{Avcq~TFYVBj7VxLe1ddAet8ULc_Qa--FVe7^bn1|dV=j5yL`#&_U zw7#Q_wA20`T-6E78!YNOv-L^bojReNt=`lsG9D~vYY)>Q4cM)!yUsMUc(L?Vyt^&L ze*Eb6Z7ZZb(RC`o_Tu-0V?VV79Q(IUz_GiBpZAFq(Y3Gl1>R-Qd(4}xZ}n`W2=ntB z=}b2_9lo(UHo7jc|9LC8(0q0n98m2qVsbriOU*F{5Na;2U1|H&39W=rN&Zh$d0)>C=dkkgpE(SjkGZ~np&ldyP z;J{x{E!Xw_vQfqi#;(YVG*`!6xs&;wAP&BK}Ff-@>wg~_(sX4-RukN13cU~hz7pNTlI6b`1_XA5W5U? z`JVLS^Y-Oh^~boG?Q^9?wL0Xzv5NF$C! zw#mFo0&9>0@eA4VU!l!JC2nsuDp(BD2ZI!h>pzC@Ininn?7K@H3|27C{)I5? zkiZ(EfW7uBZ#1O&1=ESi$SPT@%K)B$uzD3XntuxVdnw~pwER&W?_=luYL{5GjStSL zxd=Sq>}>ZeLZ*+FAR%FW4#JHjjRe>X*rirNJi8lIo0T0Ai8JpUg)4A9%$D)#n8Bus zc%#XHbJURsKVG*dJiTO8)cN?34mDjLkLJO<8@+TB4rzRVV+rz(!joWtsH%fD5Z0I#;PPQ2vZ#3k>BUU&pFqb1^iXY+ z93V6LL*{ou-eq_a91vAK&<5gKsUlnlOe7RFk0jmscTl_U^XnpTApff~W#qfPq@9mg zH}ecL{FE0hs&$S+2cCuI3vP=eD*bI6u-wX|3VFDGpflh<6B^huPA$F}?4y`~&6UB| zzi(%!b9Do|ZX*?}O5p6s6wRgX%B&$n=$2tgqo7ph3>fzqQjPiVpzM6O=}mqZ7U3tA zLBvssEkD*!1T+AwuA1Zt9tgN}S~abi;VfoQ!siU1m{&9Euwwus z0{qj*aEB`Crl+4XP=x>s#45OBRtw0RUQ%#xe$5ZzUF4)PX81w4-U|c!n+>HhUq3E zS0T-($nW$6MkH@ z6h<$i#aui|cHG?5P|+H^FR9GopVRB{saHIN4<#KMvtHM-+@GL;aF4%;!9a7vS8(VD zhJ`RH*m69f(4a-0#uf^YeO5u$)^smTa= zhi^&12#EsH86agqIs;??e=U`<53{d6u{lf!i#)^DYqjP{BqjasGTqm=n9@0n2479# zp^XBlzDU7X!?OuNMuIyPI0pl7twNzXajIp&ikBt#57u5rZ5$Li9@2k+%@$nrm1;Gh z819gUFZ?3KWa6fcf*1po^?n!x@27nPpY5()2us53%Q6Hz32uYb1P4J7!EzAJ;d2mG zo3~mUq|r~3M&BbyTrF-HnT2Fc8-jvhV~iSH?;D)v5giJzh2dIGfH(dKtc!&AH&Wgp=9n9ZwM@!mBwe5`Xl*{rny32{itAG$ez{6`j6g4 zpb)l()~OvH;)neupIha6W@J670OUi7$y=?&{^F(SUopQNI%-ed!=XK)=4T+CnO2S& z+QBJ$V#1t1qOVi`ktjBc#nLv z4dum~ho$|A`nG|qNa~`~#+1*eX@&h)&Vrd0)c;dBUj`Qa#eqft{n_uR%-gd~2^EgF z63UZ}9{IGY22#qC{4JFQcWADS{a4zKta=L$@-}sC^KoP5t(T$Zt(EBgJ}ne26^(D^>3{gI^2s;l9(YfdQWnr?6RL z+XHk5$b?fl1n<7RJ+;mdxFk&n?IVZ<`BeeAqWU9e>|8;O@n_wiz2iN=N zTNjT$2Oj_5MGPDNYQwiHl+k`=8Tm7K+Cj|50llOCpiO7gVVefV^*Q7g_VPCYxw}-O z<``?G#-EHo*b3yO?|j2Trnsbd^9i0>a(exWigy3S;wH)?65^X=G41S; zA(4HJp3XJQ7&-l~zIX5#g7ri2!@PJ8C>6NnRVjdo2v4SN3QC(5Hxz0N*{;NSX_1&f zRgsu>LhO)x7b*S=$Ga1ZlW4sU?{zO!4@(XYU9c&WBqvfhRBm+X5 zh6u|AM|WZH{%a$x1H&bC7#-sUh^o9F+3R=zt2XE?UOdP_5!mOh{M_C<^&HsW_O%gNXY{hw2N!<3-I8sYFj1!&*1yVfDrJJIe=mVk0C=VcxO zY*y=HqrWwLZ==HJXO5ELZgQk+>j~l7*T34@Bf|Ctci!m3ANUS`o74tWg;kHLPfx0i zCsi|`LcrcB=4DqVGren#+@IjR`Bk3?mA&@7qb51Ga$yY$kQPtbxU_pVZuRKL0L7H`4QbN!l?lmtH zq$Xd&efqQo<#nISIm`anyAa;W=Ze-au>#kwa~kslb1MdMmYFDJ*X2G{*Fl`lQi~0P zq1=|hA$T3Z>tlv4fy``I0nMKx_Ha>T3N_9RWAA44Ekyqj7G%xWT5k$JmHD}~<#bBf z=lM-I4lfLr-o%ll?yniIX3eT(XJs>a{?4#ghJX9I9s?z*%%<=k>x?UPL2Ouc!w6!% zdmZBeIBGCwb0j}R2ql@d*p)#?WnHN%YdFKe(17HUg9F1=M~P&uDxKh>sJxK)i7^x( zgQx_vi4REra9*-7QZr(#>X-#!KCsQ61H-SE!BL84NgIlP4H2(`Nr~m0%ne97N-1f~ z5Q^)DNIID1T0 zN2=5R-xFN8Sj<;UHT(LyOA->J)t}K37fQ)B+ZsP6s5{INa}Q)+OUZG_A;$cf`OcW? zJKyDTSlB_;s)&8k-a$3*vL0~M*c`6FCjY{8CJ67^vd2cG`hFl&W!d{yyc68NOc_5I z=w!6-OyM`O-A;z_+skPG+ucoD*42XMN0$Wp6;B*&^Lb;!48P%R!v*2R?|<8^l>uAN z$TAwIl=_Bua97Ymec=23RWQ)jfxQ+#cGSKgJ?bpb}(4-WV-iB|J^ z$s=p(da9-P@cZ9$(#<9B*1*DU-khmx{xYTI2QUJFeH$~fk!?@rFF;$*9mhZR9Q)kM z^*#cE?4IMR+t)m?>!)|I13+ur#oM3smyh}v>44tfU&U()?_J$p)|4aVtV8IW{eyUY z{t3vkur>COab)W;`zhq1pi1r{pgHXmeGd(3e3$W1pSI#dSF{YlR)SgsZJTXGYR(;h z^2Z{d-Bn^1AHo6xGxz||#)_eoGrb=@SA5tN5a`Pv%XoHYvA~-%eVx|u+sm}Q8Yia* z-}m0-Et%@h?O?i%NbPz1v+ZqqUUUD}_hEjhw_Z}=;}1e zYQVreclL1lZ{wS92h)GsHA<{4tsCBJnPl*`n{9g55$_JzH`*c%oiB==c#fS=G=>#% z4t2agwH-U4nhRHgz+|1WkjEG>Z&A8Dg{Z`HZ<^65;G#+9ldltAA_0DWRJ8e=i3GAx z=(`|)KK8ZFMqHUV6N``CPDu54WYMcADt21F%~qDz$$!fMAz4+9e*rkCrTBd8Lrxix zP+BIS>{Ax?`%`h*FNa@@S|1o@bi`lGA8rY^#TS`7GM)xtDifAU=1#|c$S-|~=`$en zZd8Neb%+>OBH2k~t4VL9P%ECEr8w~znjp~~< z`OMeC&7Y!fb*UOlg1zS@c#zx>zXjyWcQ%a{oT%DRz7EiV(-pkkCCy1zPT`5*@VS2$ zrxSb@>JL?`B*z1d5w7YEIyzE5C+ZCEI4Yqeb?|v&t$BjtA>Et0AMdmg>Pvd~X@@(Wpl-)I;M($nt*l9xHu1I8>4%6w7&4@}rjr zRZA`RRY~yG0FIWLafTb=xDGc9FuO-YjL}XOKZtYFMnYuM!DBILPEvy(tUqDAj7#xD zOJC3erTZQ+o9u;Sr(gdAujSx^oK?jZcLfK9a9-CZ)8ly()L+Tr$GqdtG|@~RLn!=WPVykY75aUo_EN3Bl!|FQ z^2=Qx^qnY&H!`zr8(aQdzs4&17vWvoZ!=ll4RQTkpna@&9YcI~9WgOl zH@btnJ;mlG6?yq`!C|e~gH6-fUgEM6&vZ_5C&u;8GH8;+)13~;NK=Ae=F&?_e(LqcmipAI*ZAxgUEvQaR+ca;)!31+Pa~($ zXPZ`pVH?WsBq8l<|AH|-hNE-aQE~LucsJ2>7B!KWCg_8QB2rqZo%Q-dcazX(>4_ca zSUNGp48qa4?I>CLirg7gOssO?i%K+Qx(QRFN}AFEA>}Paod{3NZYD%#q+Y!b1q`Kp%7n7(6#y716UNm3CvL(JQKlu9P zp>sy#9i?-y?wS^IYVyFYYpym;4*W;kHNu^8U?H)3>sjc>Wm4=0U}ieI`j@MA?n-X% z-4SHE;!eE@9JtmqJKR-Bv&KM$$i;8(Y)}vFRR%Asqk9?fL8t&=2#$USAK!vRGy!Ux z0FmLF6g1dX8NeD1XvqH7cDgVwZXt>|kn4`4d(FM5DIq>+vNuuZTy&m=6&S&m8-flu z5JjrUN#X&}_6RsA9zjo#Y%8=k798yZA5V@ao0|$HE<`AHmfl*n0w?;DLxdzd(@CUX`TS> zlZN(D!}6qg0^Cm;x<`%BljaFXJ%Xy|kDAv{fc_DfJ^_YD;PM0*A3^XFV0r{ekHCTX z5oA7sy(ducq+xl~ls#!!NFKUe3j%ccMPK`C&c(ynz|TN07X?cK9jlBO0(9(0G$f#7 z`3W&L5YMbQzGbUOpR{RcjP6Tl^~RC~wNZZk-Z89NSR{AMJ79b4G8nkU5@a|cNWPlw z-8^%TJ-~Xbg1K;MSVmW2T=D6&SbOiL6f`KIKG)m}2?7Fw)Zx}{1B+F5hDN-5*r~bB zA*?%|wajeM@*GJiR-|&4G<FuOi;3M=2cCN>_pDpa-DFqaXHY0lu4~WD?UTTtqW53Tg?+q^rKf30s2E{yYF@|! zvmkHT-0n*q`8%}zy!}Qs`YpkygV{smyiJ<7g{@^MH%&e5@|b&zJJ3kZ+v*>)vq<9s zZKh$W^x4Ru%ctA4)tA?tgZXo$X{!mB%XJjofd+EYYw?3Gi9P))v7hh94_aHZ2_Yu6 ztJ`@F1q~ch>*96k9#O(;XM0a}DNSRiBhmKKq<6y!tPSC|XU8q50Fl^uFM^tDoNH6M zX&j6Vmbip7BYW&%JC0LIHjT)YMV4WfhClbxYm#JSzYsLf;hNARUpN3X9O(0d($s(g zX>Mf+vdEyr1PHWTiwyfe7V$@BcCpl|USa_I|3E0gUfqR{r~=*g^cSj{lDE>GE9%pu z=1Q`i&yUQcxi(dtHn_r!i!ai@%&MASEmadHV=>CL+P1nGslDCI&bv5~gCwK-MP0a= zbt-WVO~_tOYz}Zw;NW|`5^}QuNS`oUu2E~u=A=jbxdLj3y_U`7Mm~#BEL9nrYGHWU z1+PyD%M@9wx@<|Jw^jpb>hn~;zPS(fFUHgWn=odf7o%!!F;v`RTt0m=y&IVLl!g3u zn}QpRMbRN#%V`WRwsPqT@iawBcCkiJGd|iJH!S=}AxDWzvwmCArWFPOj9N^o;gc zVOW92Mr{6u=JP9@Y$@!`fEs}};&~ecK4uXr`TRu;Sy2IX`&d^W4ct?+ZqQp(zXaw_ zS^mnOD*7Q^yn3U0pLLn5J1o@YVghb(p`b~n4A*5Kt2LKW+7FGcmRXW?s70`DVt-r6 zGge$#HS^oKcvvxf>Xs0cahx^otS9km65;XYiX>TB;OXYt6wn_A!4S{+wo@H zZm_CaiXX++OLn%RkQ4GF*I)gXvOlDJ-Q`!C?{)c{>5UkQWyJy76+Yv>9h1Uel&C~< zN!%j^$R*T=9WCV^nB&nN(@I6NMWe9Sv3VP_{>_c%u*>!e4 zp366T=1cQUTVY-QU~cx?x-j1F7+p16e`bPc%n$PdDSA7O=%`FDyV1G)>5u3d+C9~+ zT1prP8q|eeQf?Q}kIC|0!WN1`H)vBMdqiWtzigcMXZ#)I^Nhp0{1EbW5FWmkyW3)X zw#vc)ttJNjtmR01c@IXA)&^y6zd~T3@`oEF4-$p|akR5Z$VcTi-d_@oFO_NeQ&eJu ztaO;$75o}fhOHv!bhe`UWro*QdnnuXqWV_~fguWnytg_3Gk-ZkaUGTrlH-WqTwY0%hZjn#gRjlo)avMqd^ zphim>g=^6jT5lFJ)usPXPZynd!i?_G1}sS)oGQ|^>ALq&1JYDZhpN7WPOkhG5e;kq(%gjI_ZpihoX=RBE2VZ=qJ66Sl*h5Hl0^ZI& zrwly3Euw{-)w3b`$0kN>$(^h)-m7^bBl(V|DBy?kXbDA0N}oUp{hLSz;+=HMRd|OC z%hjN6N@M2^g&j>Q*pC%}4J-ky%ZUZs#Iz=- zZ|$;Kqfhy{^S%i6*Bms))h;X6QfTV%sNFESDYm(D?6O zL>>%DXPe_`Fm?<%mtmW%2}~dZxwpV1t*WQ+F@KA%;Nad^uTg=2W8HQ`Fq*LNi2lE zFXCKFW1pjOMmP-pyu3CGI)5t?lT#Ug>pQsl)g6leEgFqszmjyC1dAY$HW<}=isWL` zz?5nf!6Vr8h{7`pbwoJOG`Q5a9O*@B446db{={MT---ZfMIEs) zx>$yE)|)-HQ@8Wrr483c21^ESyh&FvLxFM?V`aV!y7b+7>&1P&ucNTJw-Edw{N$-q zA3U{n-;FaVW`;ON;j<@i{jDs>KhW|VFs)wLxdV!p&7P;8fZcs6z6RRjIntv6L9rAB z#R~{0gph*}bzyRv=(GkQY{K@Q`2#QpYWHu=7sBaP?46b^rEd z$SyMD`*XT)UjV9#QZL*tBjFQT5uVtH56F{A1O=Xe>7xiP3aOdYKf$PPB_e4N?>2z) zm=EN|)e2q)iC+cPor1Yh%kdTERva?iUW~owdgm5l5o4G4nS`{}+|>LeDKc^F8H1c$ z`1AmBes4PKD()GBl-vkkXx~Qj|0|@v-}sdJ%4#En9d+y#d-CvTW2Thm<|hxS_aF96 zH8-0%wa{U}S`DoC{1F3$?2bj5}yYm#P%8Y43a}`%0vbJryxNHP4P+ z@?1wzts#}>j$w(+HbnkG&buzBXVO<3y`8}OP)WaW_YQSn63;EL9>KyE^;`R!;JSK* zd1H3TnK!|E)&HZ2|CrUN14juf;;1Zs{2Xyvn7-VrlEZs&tIOBD-&UK^s6z4Y7okHc z!=r+U$f>m?{z{ea{8QiGxeLI)+q$zsy=`_RAhv(WgmL27-nqp^3}_Q}SqXL>wUC%z zrLM@^1ri>YpaF>}7PBSRCr_fG3^twD->)wXySUez`knVW>^-dpzAhS}j5Zfvpr8*B z5y?m+{Nxss*Hde#lK_?`mO>0`U6q|Zp`^KOaF#u%sE|tvf619EP!OdF-j>PVBpkdd zo5L>&j+caV{CO&s!B)sD?Ph)rdBfo`b0J%3BQj{Ywo$_0{}Sf(TT#C_@EM6|Aq%PF zLy|%sJr<>FgbgFd&Vk9paT~v5(Rn#!p*-7KR+Ac+mn#8;xz?=SxK-6gUMVZJyE?oT zQGb@et1L6IPW38$0W#&?P8Ue#mIy_(rHi0cNL?rr2pQJ-87yKz23z^z{{ufeZli*S zinpL2IitBN9Q+TDIxeJHcM;NrMcE=(C0z^>aYKVqRK@?zvul+UL9TV~4g;q~4@%hG zn3FZWOtG1!69wMtdgW6_Y?5}O$>~H^=;>I@b%inwxPQ=^iVX(_64xoIL#|v$r@W(D z!(Rz&`b>kGsZ2tQrWt?{okw*eme*@^z(uD4tUMlIJUyi*P}1e!*Ob2DlvGDMnb9!;VLXs%uT|?|&c55VjAL3DbtN-P}{L7R(93 zL$1Y9@I`3RpJ9c9O!}@s*kvIeD$v`kMDW6l>6xa`bI8 zGdE>ozZ6n*IyXl0c(G7I5E8iiQ~ujoYI3n}A$XrLSlp3UwYk%~KA4kSs?vjFZiF@8O4BugX@{HWyhu3(ruvh<4ygP;}$BsmLsgYQ%oc$aSlXpr2IMmHSY zWvMAN@kWyiR^nSmVlplYWZTMNL82HBdtHvJ@$T)E(-fp+obm(HTeVVQCiRZI*Pdzx zP|44Gc`~=b3iFbYM~EpvgC@{{2GK_mYi?mFjB`917(N;_KN>ha8q7Z$)IAz#JsA)I z1_P6ne#9=R>xZ?$i@qcnG2YFqF*yzS73Qqw<@z(^N3Ja;0hM8Z z+Qm3Fe+8~Ms#JlB^!_Uf z$XVr5Q6arbobN{}yfL5D%)9q+!X4%(S%nOAIiK#5aM#XM6KEjKQ{w)jenm@H#qr@I zGB?@AX(C(J!6&;18M52Pe{HT?Vox>?GPF$%WAusW9k>j;jGX5Xd-ZCtY z7-$#9-5rV)E$&*}-HN*xcXxLR1&Y(+R*Dw42Y2`4PH}hp7W$s^+WGnYn8_rQJIU_D z#q4foCVqTVVw-j`M+{LGvvzD%4LW8IrnHsta`dxcRDi#I2H=2i3pn7{MFS4_W0pa3zUu%~uF&Wi`RNOwX8htE?iHd3} zAadYW`!|i>V6tR_hGeXSsSz>Ia$>zug%L5}a;sKlj*ap_d_9%$g!xoYx5;ae9=M%~ z!BknSxv64(VgQ?EJM=55uz%EL#*Rh7-SU<7U3T<|lnB>Jws2`M+ur?r^y=J)Qcv$I za8oOI)ScI*<~i{xtCA833#J3;E`HP8{J;A5bpZZ-$glo=!3MezF7?)ce;-givpALY zn`{_ox;e<}sk*e(JkRL8GLcob>`lIJ={Tr0Klz|VXqabKO#^kMyqQ9KBg_*&ofzir zys+^|08%$Zid}*X>QUwp3hf1a_^XALq^~J2tBNDOy4I@RgkFD1sdjJf(-%4GiMz52WN)zmI zr~H~ii`(y^dwTFr#oyJSC|c z3k~GF=ocJ6gVpA7AosaFqLV?jfh`YV67?!KW329~8;bj3J=ohJFsDA-U9g!R#5Iq9 z-)NLFdN?q;H}qpGv;1&iWG|~6-?CEh3hDclIe!|D-mIdYf!8mR&n}ubVteWF(>Sfn zz#sIoJH>BtCM2_MLs&xm-{Nyfp*EE!F%)%wE8@Fxo;VWbbFC#XbX-QJT{z}{7q)$H zYw<|(^q7cbBd`10?HK_GqMUo(X~R@c9EpGOtv|D7Tz1NRPSn@Lua;)|HQWoZEzSX3 z%6e%#$4HY*U6S2jqF+KZKE0!8NmzKlUclrsw~;0PIavSHl=CmN;(rrj7P4{qN|3!e zP&qKJ^Jk^!*{r^Y@He_TlnVOpG*w>SPor9WoM$h&QUFMTJ(%;>JW-2_Q~q-+2LCX^ zMAxAtdm4wwdZI9#o>-!G92ZSwU5+_a+Vn)1(;m`aAD~Z|H z@>i9(q8FsiTS(9{Qyn|cn>1i3QS-{70!7Uk+YC$<)Cc(5jm1RrTzOj#a z%m<_Yoqeu0o*hBL?9ELQg$m0}%1r$(n+fyVGIGjrW$WH}JkQ)$In~{|`znR7rY$ki z_W~vx8!hZt0UWYKKXy(BT;n{FL_gcXvEO*nH@IIA)}7-Y^t`1Zea|uJ{4^!ATv`v^ zFQpAS$LZQeqQ5Nb8#PAZ^=B*6q9gMXsP~+V5)@*KJ(RYK<#Ro%i#37El3{CN(6lG? zqozjG9E2!Rq0d855!*rxU5cFCx?oJ8{h&$H9(A%5Dymxf#`TQ zw4KGqBwkYC^UBvwPwI)Uo$@R!`3@>_NHk0AMw}9jC7Kc@-<+TAk%UKIzC4fKt&TG| zJ#$?KWWFGKCSHI@?Y*1=E4%?}Ha0$$*N{VM+uJ|K{>KK=K!EqjBQ{^yc_|C%f3gi@ zxrCesJT|gjUlSG& ztW*aOb^L&Kgxi^bWbBQiBpVgKq01;`=7iCQ`_>?99RN$A%qyoD&xXB61rl^^+P8X#}q)C8= zPL8jRXufN{P#AU594-hHHYrwrv7`>Mt%R;bEP3D#AWz7@&X-=Dc|&7(8)dCs$^Rk- zV18QYw~&7!Dul>noF4Uox-2F)_$(BxkZdKS4LoOnZq%Dp>xS%mkjfh@9h2xlIQ3hhrVk->WEa``0f=Q6u^D! z)kr&uV|bhM0@3_pIdQAx3G*38%OpUbWD?NpGOi#Y>uG?%{4JOWit99y8%YZE zBGl(%ifbP6M;w9F0Z4(=jfwT(5+Do4d;7Ge6S;>i%7qRlS-y{t)#sv3ZnpYSlHmr) z0!S^ik-qy_M{A`m`ulA^kJx}v{g<*W@R#k~3=PVvxb? z{BFVo%70kxUyb7|AW|-ZP8Legtgc`kR?=sik~r3K88U^yJTtQ)Qx&*<=aJHc@w8e& z)=2Kv*sPaZXYt;(0edMp2Xs{%8w@P+cTh=Y8dOF)ROk%6I<#Zua-DT@WZIKi;w0Il z9m&8ewfX3c#N4)zy^9_ogsb`ne4Hqg9lc4?AG~V=T<}Qk|FW$b3X+=0^hfn0ScQTiY7r;_-G8&ZGWI3`&Y33D@5LkMb^mU zIJwT;=`Igb44hix!55&I`Bz;1E3ir48advIIx~!AlC%)<8Q=)cv=G}gu^UM$BjuZ% z7FPKGGt{Z5rx^xL63HN4VkPyHl0MM;DExfz|E^{ObvsE~Q`Mik0+{#lt@G8t&S1)~ zouMQCOJ@u;p!0mPw2MEmE{^xFWB$h_MhSfbZlf}EE--a8>uWd7>A=@9>*R7D$bqS$ zScrkqC|^gTml1yJjQG~s_^tD|;I{?57kgbTCF$F05#AP{^#(x@eS;9ZK{ozD!tq}3 zmB1SWo9q<=9FO<9=Fo^U;I7Mvy+O#{AQ7Pj=x>n7e+&EHkm-oG zS)|?|YX2aZZ;?ke3 zJ__0q5mhIVmL>cep_YQT;i&7?4 z-%$>?d~A~n`J*YQAG^;KlzPA9UkxkgS~{RBc<`n3koUi{jDe^>Tx_a%iRviWcnRuG z#>tG1fKNW9LU3c^L5y(R4_67J<1!C#;<3NAg+ejJ+3&<#Z>gizfUDOjU01A1)Jcb-!VL*D`@Ik zuE#lb=Js}bd;=ibx8&a|i&>Sa0nYNu8zwqQjzW5paGoPR&>z>FO7a^ymV^qP!$<2d zJWeQT>RPYI1$1ucBl=@u;o$1rlIK(wv$GJxhxW|iJX=uHTgk^riW(`~81oSzAR>$B zM0ARXDHrEfDk)bcmciVdP}cmGju#i(nLFF<;ev(JL)Dv?SJ|-MNkSUh zgN^%4O+&vgk3~yE|MQK1!wUU`5d8^rGyapN6b(Wx7ES>GD5xyvU?FA*6|agsvv}ZxU}?x3Nex@M#}ESeCY_$h)j>@YMM(P z>v2CjHwF>?O#z7hZC+_*!(}IlQD{#Yuy#87^43#HZ6n8%P{9RY76785x#Y7R*VMVO zkLbSzKn!m4Dk`Z(ScrW?#j&H#{?gG8D#b_|7%7Jv^W7svi(qX|XlSbD;>ERf=3@1D zTw>$YQun?>B;Ft#{~*e5khnKU&_7828-(Hw!a?%}k$Hoty+O*mUiBLvV_v8H|EnVK zHX391+t3pKhVI6j*3i_AWGSwwY``#4GB9$a?9B#dmWdJe4ed$73kI%|>}|e)Sw<049q|V7p24Q-8QSSHKj&`KvI9%Vuji!AWi{vDyjvtqf7kHY(sBp zhrY@K$%ta9Rx5@kChvzPwjMm;(*PGruS6iiVbv6faHuC!1WUNOz=-0l+g}z~7z(g( z<>Ay4Wa^_j*xjB7FjYW=gGu7mrqf}ypKh#P8%c^u%GD;u{(a5l=vk*ezr^p?jSNS8 z*Vo+%#tYb{mbR1HSWworK{ELfh(7%A1n@d|BH9dhDl!1}GH!rvjz>RWFJqM{kM!cf zjD73L58n(Q-a2LC+a1xSX1YIqiTYsK@49*-h^Cn8kP!T5zw0II!*5SV7+KXIy$zM? zdRd>rhok4Rt7zrh^d?i^=5kHTCs*<0*h(*Xy>q|j^8P_|^>O-N~E_m~?BRaDjxf4k5rs1&ufLP;t-Zc#MkJpI1=W4k>-v}tCT3hVO z`apnm`G|SSv?`)$UI~kKCo3zIM$ni{nT6)5JJ(o!Pz2reoRkOLaP%=!y65pqg@Sfx zEi;5}*Dy49<7Ascmj%}ROGH#o@fN)<3yXPV#KIpXc(wJeUueqj-t9O+JP$VFv6&1E z;9VFF{J~@EEJ0D8FpyQ~PsNfM?f=`I^_P^nT(LX9or@zy+(DH8fXpyW|8G3yhtFuE z>1ef;dI}>JDJ*wYdJ6UyDHo90gofbTV9?YRk>>ulbIarfM$)5W4yr@l5Z|JCg%F@y zur4l6^fo_Ng?FOhI$xgb{VkdnHL8g8yuZ2b`gN(4I?1B(qVL6`^YX*hKJxDV=9iD) zQ;?7cXDJ_+TV!gD|4CHC2Xe+pla1$A>kU7=4p|oWmld@$v^;aIUr2O^-l8E5nxh*i zp-<-2BDx~xmf@XC#JOFeS7`5k{Tf2Ur!Nz%6)`*&OLn0?#CuQ>@Hb&gMBwAZCZO*c zlA}7EQ#GvIXH*fxStS=UJ!>QjQgcfq3o^U@AP73ImnCU64b>@ZjY3l4R`GyGD!e`ApzQm+$#**LdS>EDjel&OX$c`Rw*G8&-v{ zO-36QGwwvDGMF-s1ZYg*##I4QQ#N|U3~gc(K^e3xK6RTQ)nLX=1V;8*w6hX>uslZg zF#`?Cfs}C&^q!9ak&+-EYh}KB;02e+C)&fsfey$_DL;qndvF>ZDG3`#Moa{RD7XOG z{w6x|A|xT>fOM2VR08{HF%YMb2V|~{TiB?Zq!Y2zkx(+gc3NZ&x|fMvOh%v9a9*m5 z$!>$#tTThUQp2ogATO?PX|N>{_O0!*MTGBkyIpjGA0P@HX0oA4-Izqfosz-35a#G9 zAXUeCB2p2nMMCVHW2J{PP|-wMx6U>CCk&OWptVsEgq?1S**nN$B10}S={-+qE?Jxf zG)$aNVGy7kHD&~4_3F)yVU)WaeP~xUSiQY@NmOzQhz6Bkb96DvD;&b$-VFZ?s`;Cy zCKw>f-e5q1GfzlB#sU@zSy$&I!3E_OAtr9|GG) z!>Hcwikxbz>+wjpyZ&fvS~{DjIPJEae!L7%qDKCw(Jkx}_8zc1X6(>jVbi0w`bxS>qI-KdaNT&>;AU@Wh{kVI9^xBY?E2`PNzq~<4&sEBLzmyL#%`&P zMLNKEWgap?d?&CE-#~mr&w98ykL!NvIIie}B;`ex%CA+oe^ti+sM`I9w$Spy#s6K5 z-k^c<@7T|3>z$`|jw!BPMVt)#WZwjrtfq1qMee#NS%KuSSz+E4 zT_*FVzMR|wRAERbu}y!>0{?{lgP1>8SKDD*{&Hi6IgfwJVg>`HF`ZxtH&~GKBeGFS6D=CD(JursQ3vB4yIZuMN1~5l?>bB;3>{q% z4~5gWOV@~S+SneKV;(k*1BcnFglyLF*$BY{3tE>E8)ET@-Yx3|A=IVeTdEf&HjVTx7f z4w||{Ce4#DRo#q~1?sjS=R4F+;v;uj5UFXvj`d+*`v05Rv@IYVRNdWw@3fED6*uB{ zQw3q(;!_?oVa=MHT=M#^q5(&p@NqUPEbb4t(5v~u z$I%5Yr~?j36Y?o`Nt2;Tfc2g8ngAo*R1!xopZNHSR<3k;(Yu0vU!ew_5%*r?E0j{a z*VbSAtKbZdhAb>ptq*>kXV(frUfj}QzwPn$u_Z}kkYPyj=sFN=Y zJ=1>=$*)t>91>Pul-2TF0k`2BN49q(kYypgfqXfBM{Q zY@w6)IiwmBgojt zc+f{VeRa3YFLUCpQF>0@dNNWmn0LuA1ONBc%P@QF;N7_Qw>H6z=+FP03rQay%y>-w z`@nLS_FlaVp8zjIkOAOjc=PJJ0N8s^pr&QBMqF^yx~lE@ZRMuUW?T85(@6A)HJuft zC!uBWssp9*-w^Pc`8RhL9onbdz8QVMqWfDvu_GDiqzv27;nIzO+WH|NZ|Gb7iFniX z3`~6ky^~i!%4F&5X*p7UpR*_-+TZh3pc`1)F#M8Xceq z+j!nr&gGL|l@dS)=ElEe`BLyr4f@#9Yc)}>rpq)@{7wEnYp2Nq{UlfS2p1*M(|w5< z7nMdshp@DH*=D{f#XX!Ms9ciT`bBpuZ* zJ*5)wJK7@J%+w?(E0ZqWPwfUgBqnb3JftR!^gQGy>fCBjwD&dx()gI716ue*cf1Oy zG1gctG^g?-1?WpkV+(MaJGdXs1_tm$e!B@V*rZIcEttvq*`%ltE^HHmQ^RTr@koIW zW=#Ge9cC*sl2MpERUI0J_(sPk6a~G6m3Vogcko#)ppy|7^Xg=8zlci6s6KMw{>H7F z9$qPRipA*FD%NZ1~!~~psbHrd!V9^ zPK5ZGne_)*>Fb9uP=D2fAg_RQ-?c6f#4QPM{S4?GA0K&@QR&@P9t4!{9-6SI;+KP&B z`AQch1>5*P4F2mA!2dA#uTKD0(Xw18IbL!07rV~IE1QdtcZ5H0ZaMu0!uR>xMzY5K zmx}vUSs4Yvo$u zP_BN1up8^pyCv6&KR0 zY94zt=X`WkXA6jALoc7hKs%aNC^hRxbA$9n@WpSGt!bwQeQZY5y4t zDQqAZzm!YRSaM(TYlGB@SoLhSo<}b42$b(W>0ahI{5*Fm8O&vUo7W-PR({dn`f#$d z>%6rx7T-M9WHjp-YWRCnE-uvnX>m(YDuJP40HzFiiFxFc-a{rH%G&lp_`dE)aM z+bB*o0Dg_Bn(UMoXP*xz0w~0m9Bq&ji&$C_D>%dhc{hHsD|)}MOc=WT_S~+gpq7G9evzWs#NkOx6EjzW3h;n_*(H z2}32#fg3n+Vz|QLV4>DmSZt}*_gwVKcHOywk=z{K8$HMF>OuCQpim62fPs7oXldX;>)ubmpIkr+Yk|gNO6%|F}qgft6p(um^;fSKhD5-s8t-c}CI{4>_ z$?{KyaC97vh9wJ?;Eai!-&_RCUCExwHMaU?A_0x9G+ohcBBzQ9-OmgR;;``m^GR(h zuY))!CWE5Z&OMwi{x8-E9sdnOX|qVhgSVoNH<(#HNER3qf)+2_H3 z*(Nw53iZYF;WN?vG%Xt#ryoUVo@*g({XgkkLRK47Ley~Z9m9kiAp_4VrE}BswB37O zeE&fQ--S`8g%s?vN|91iw(4eC64{wh_n+kOM=vUWgws}fF;p4zXp!V0zhHRUJ=8}t z*VSlR?4Ywaa`sKJ!)q{cPA8_E=oSGSMT90Uzu-ud;6`0YYscS7EzKLEjA09xN3nn= zAzedizt-z%bw9{6inD+P)K9L!vuYAIyuI7w9n5RKCahy!B{>KAz4+-aHRO)^)?MQ|C78O=x%0NF|5hZ46>KUK2+5Yaj1enRIWb!A|GJ*(^@L5&Uuh7y> z&aaTj4Qf=^y>RylOqn{lR6o)YbCccwmz3azr=jB`JXrKJ6I|tNvdYqK_8oQ=`x=g~ zKH{l=wA1aH);GxDXeW3k2W3Xb?x&~SrwyicZhqblZ!ajE3REeU{SnyDzD-@&OpH>F zz3nKrmhXoR>co89pQO8QrpeI#fA>z^T8zs<(je@bqcwLUoSnCexXOfZSb^CF_;cN{ zk@|dr9)-E7x5#w7{fxM3liImOAlDmY*7b28s?vxMF#(xZGr(rlzQ;Xaq%NGZvjiSe z#cuuEmpu-nwXxdMfuIs?L;BPL@c`FY#2Dz`H4zn~V`02F!;_svL|I22fj#w?YwcEA zUJiz7GO^&C#NI_pwF={fk>h|2 z=K76)yyj~S17oku#_YkH7T7`O1p`yDf_=P})I|2n!>nx0Frs43kh{WTvTJGz0ZHNl zpjCi6=Hgx+oIOspg*)EQ3k!#zWM>E0Q42MTgD()RSY$5;P6#za=7HP7N_P1c>O8h?@8zkfIKzWv;kNmNg!T?i z)}#Alk71Pri{UUe%onw&b!<8;$bLVp;Npa0C}qm{hLa>Q?G?JnnidU=nfE^_ zChzs7RmXZQH??nwHkx6={lD190z7U@GPnywGDn2G@^nA(J^2oQX!Wku8c`eGRs<8C z!7g6Vn6AAglsGH6boN@NZ$2V$etUdF|L?DghY|dUGE|jWaab!~CYNlSTM<~RP(Vn2 z6~4UagB&=_^sv(t${~(+bjP8B`7`Q7yMD;Oh||i;>mbed?QyUlZ(78G-^4Q3pZ=C< zbn?qTB2P(o5RO26<;jxlx@d#Kk-c7KspQW*O4XL zun856d5Bs^Jye>xaH=@r!Es)SqM7%jD>STF76~SDJ4_x&@eb)diGbB#SU+$z(LYUC zK>6aG14?DPCh>Q)H7q*fZF67UMtWsnf5EYs>U;K z-OO00_qVe5X+7aCx)s1+WUp!urNU_#>g3>Vzg0L>WUADWWNkTX^+XnrjYjL5{p%h@ z!bYEIbQyeb8+}y$KJ-@Me5}7W-tmt~^GwZNZ0pR_^-4=8DaReOo5jS_#4V9knv^{M zeKGU^YC4WvrfnLI+u;vD3i&eYDkhJLfY$^Ib-2_;!bdrwPDHWX@P5y$PdRD_m8LN6 zPn-pKWrRR3Z2J<{43wer;R<6=FX4p7#$9w9bmXdPjI$pJ*@qg@$Byia59m}+`c#Kx zF&|6CQfF4F1(an4Mrr&am~9`w;c`rEW^RVVT_~VG39*Y`LQWv%B4?lMbR<4HDx7nn zp7-(euk!Vg>=OE4;Q42oJdUUUiZd?Mvp$~gRlY8gT_pbtIR8xY#}Q0Gams~y+Q-wr z$_FCZee}Dy^~>CR7@2x-R5;;6J?Z0VS>@N9j&iere2z*fi6h~YrM}0gsTqpWj;EzNL%@$a`$K0(Cq3byz%Q<2x0ZN4$E1T_p z_e8|7*Hiv3(U1@J9cL`tv<$slMP4xjCj@}~=I|YE>--2C%PkgBNXPf?Rz!C}u1xA( ziJE0Qn7GdF0w^!CD#D`V_@{~6s@m0Y+Vo(fcwjcAEpOXB zB9H0>O;Ub^G&a3u(~06lNmXshr&~DzP*5zQNlMp|#wOT^KDU=mA%c0PI+g##OR+Hk z&*l%mF8aaEzCg-*K2O*#lwXigx}pzGo3Dg{fhvX%(k9UY;->Q#RH8)(D|Vu zl2Q_j4Y_tZIxTD=H`TIuxu8JJ?U&E3wNsBAudVWM&49YtvI(o=sqy<{stT~J^|TLP zSTGQ0$9y<7dHr#rqURMUG-IMQz|Z+c6Aj}8>01RS_zvna&*_&s*9Y~sa2S_+R*!p} zpFBseYz1H+rU19g8&m%uiBEV@e^PRCK*+9E7U2!YO1F83rN%HrPFWoibq z?-z(86z$-!(!le~xp;DAn(T0-y41=ht|VQ^%BFE;(->cn-35e+fz$ zD^UGJ)=A6elruA4V2*;fbp9c00429b{0LX;=E;0TC1^Wbtw;RWL&e2_R~~8JAt668 z$McB~k<$vHZ8UC36cEmp`udt9Dq~X^$>>`OqT%S&_fp_s_T&vh>`%_o?2ZZy$TUla zL>sP>8Oc_bo64zH`okhT7V)DRQHDu#rIlIcIs~@zq|ff*VDQP(v6#?*u`{A0vA&Z3 zJ(-UWPMpHhMWF`_64!PPc$fUysQ~vj>B?E5hlhQ}#yY=6R5(`v4YB@#Eb)d}E0%K$ zR7!*gK0P|ih6bP7hO}*D_*q+b*SzkAk&92QAJG-~l+N}^k&vNR#p9DIoSc0!C<`NS zZ~6R2g`Bxn@7XU3s_6lsyW3>4pq;zzh}Pdfu|U1`agRO2+JxHhm` zQTp5VLN+OBtkG*1E19w~oikp*_QF>!f?81W&64m=1lFiX6uZ>4*0XLoS{XS*>Y$qZLDfkKPbk zctsAP1eY_|A*nYV6_xGgU1d!1@53a%8m{ir(K{edB*2S~eqOr5UeJrpUT)@M_k@}y zIEUNe^UpCF{oT;ZGe$tL!^gnheJ+oMrpu)$WV6f;p5yu(N^BMh<B)wj zg$K-ol|fp^%@l?}kG~lVvHWSLdPs*=b100?;rvn#!!_KORdm$#nx46r-9FY}&p{;J zO_XD%ofy3-16`VVlE*=$&cH@$A6FPsoCx6{y{?M!c8iuZ!c-R9I4e|)|Kd1A1SFHQOv+RVt;3Vuknmpo#TCI z+Z&z`PIsY64u;ebG!lCuzB9aCZKG+Vym4)Gk1WuQY;!Jt@lJpN7`!N zM2bPlZ@lJk(`B^g&}3?^=8)W@W}n>6OR0UD|GnWJG4VQ2Tpb4K9uCNL<{W<0Dp!VRT=PA0UrW4NWIz#R1`n%yE=6*x=DDvD8Zt zuUZ82{x1xp*%$R6Xhxd;mMpTsmGQvEOInDM4fDQQeXI#oF}4WKfZ0FqR>p{)cm?q2 zKc=qm0~>aRUN-?9)xmqqkT3@*h3=?$^n7oM^Ebuho5C9PO(F26xPMce|3my!2)!vF zj9!Pr2zedK3hfm^E%K_!MtD^Ovc4(y|0%>$i_nac0s0{Vh5N;rc}?^DgN9JThxgEd z+;feXSYe4T+=cH`lW$II**7)J4ozm&v}0&A_EKL4zWps~2YF#q&@6URnYUF!iNp13q={kgR%UY)MqI` zh@+@Zed_VQ7EHo8busp?!d2K5i;Ne`5NdGZ@Ca1~R$@(ULp*VM;)|1p6%C&b`%Of# zubJd<+D@_WEe3dkve&QC&!!TbyB~F&VpIKP^U*KtBiW6g8R8}8L6np8BHEGc9R5qa z#?Q%8Y&(F;1Q34jAyTzvuevua3uOcv4hTSYB>2JvQ9dBSYF1Zdt%f^S%U&p2(~k(2 zRbdH(;uH1O!DX#~l{*q`LS%2~6pfKH)EGZwe;NiAPFyScgSJ;!1C^$Pc+qHQ6C8x) zA&*2@q()fD5XJ@=K-!Ym-4moA^cAONw>!YoXyhP8`U%?O$X z&M=X{5!%Bb1@?z+GA=^*nXf|k+)g0ukL^$h$HKUH4vA+&enkJn-gtR(BSC`#SmH0U zG+1!xoR>*nYZDfpIYL;dYteOm9K9T8kA@5C6rBx6=j|;c6rB!7=gf$zK4%-&9l@%% z)9^q9BTQKES5)BGUuxa{Kz@&}SSiHZQbDq)1o<5XUjnR|#pA9_&Z_^ezbow1qpnmy z9b*4h$kP#sc1!~7|xUo`Ln^n-pMdrBdxP2D$-;ZCFzQhbc~r59jQrP|C0zUqD#q85{ccpdFAIg(37mJID#BK*3HPu?9ol zxutakhCI;0Iv}?I27tz0t0OS;p%mHy_) zcc%ffMgU~=h8XbpBOEx~e3&h?ujl3g+35bK6YK~D$#m5W7H0CKy6as(2sGtC2Sa>L zHqg1b$i)2h+nj-+ivS4>4D0FChc)2Sz~uupboKek+A4=%8TIX-Y#|hVf8juimgG~I z>Qik9NJ|ffz(Bs1W}i;Ze4hYoTBoKTuI>9eu5IU>R6e1)g=)pHGXb_>ta*xmySFjK8h_|-t zsTG%JudMSE?AOiRhYgW?_cPgp4=ZyA%=~?I*iY=0Tig_wPDH9P2S{?h;N75~(8O`z zY6rYOAb%#iZ#}A&@+Lel1VL%}&n(2&fa<`6SNsVex#2(_vfW$<;w`NvlHyDoM_-Iv zPX@v)Zp8nfZR1fWzT){5g271OBp6OTh#ZsA^G`;pSYn)b}exn*nNW2q2FIUDx6(?zCp_Se&QIOS|J>s zdIAs=dU&cmI`H5f4I({$*g2tFDFl~_2Tl3-A6@OV?;m$rIW)mw{U9xOPCX&fe{@)z z&&T8Dq=t!gjq*Zu&%@(}vG$R?XH<{cpur*^J|#RQ+J6wzmO6qwC3IMXeZS3B_DEQ0 zgOO0pEG1)53C&PpnCb;XABzcf{d0y5Oc7y~r40leKr!RzT~KuV6E($Z;ze2IIfyB8 z2s#eGu+M8){0ZW8%kcqvZD8{nu|2Wx2shwE+!WKAMP;?Pg<5aM8?y|DAVEPP#|v~vABgUVgJq#2U3>nC6c;q!NnNTvN?pux}c&3qh?Y= zqE-FAGh#x<0FQ-V3c+?cIDdSWzvYv~cVc~-n%Me%@m;`s`}PIl;|r5uzhG9rx-R(_ zzrf+(cB7mQ)4b4L@=Ob^*m1%xO0k_(MpEWJCwNDmI@yR{ch2z2Tee<^`~r|*7g_0o z`Kbb*1zQJr5Z$*#e zTd{2aR$%MD70CYzGd-Y&+LmJd9rA(vtbK%r6LpCYA}zw!T!_qg5&diUycH)2NGvUA@qvSa!@FBq#_>iy&Yy{K~k??yqb9j+%>b2rpdu~XM4FK7B1*xq7v?jW zV0S26pJ1ntu>>J*EY0O7F(`k@|rCR zUA-#H5Fxoa%K||%_CY+1uZ_VT6(05Vb z>@-UQgL;SYk>7GH7BfV#Z7WL*K#Jn+0@&bH1SVU0H1S`TuwfQj*+fh4ada29%kP*c z^)8I^yvR|~H4SrqrUp|QkC;2Q3-o}qkm%M?&iW?99;y(dneg_he|hRiry@D(tvZSg zxj}No*C&5yXwo2yp5PBJxgMudO35Cla;Gy`A#nY* zk4#Pg*Ht@9x-e(({ z6ooHJLLvOaaF)lZhm!xso=+?`DlxQzb6^lgu&)e~F(I*?e@fV@ujQ@d#F|$2vsiF= zp!OCCAM!LAF(1k+Lw#jv(_}B~0%g%~aZt4paAU7*&!2%z-U~^CS8x>O^I>G>J#`xB+tc&0-@ z4VJ}qUJpcOn*8aCO{9?gsu0nG-F|w=ANFIm9Tt@BAlD1@>!IG_e5I^{=Fwu$m6>tO3Ro~m#lPmo|2=S#wyG%Y? z!klc5_zhtMCh7#67eo zJX%tg=-+bntAYG<^fv@d$=)7=l4f*eYrT*WL+AAhL})GC!!+67G-zW1F`*VqnwpGu zVIci~0lywJ!U4LQ8@7@Y+2O=) zHyO624Jb-oR0Tt2F;EM#uB;IcP?Pxn#+F;rfn9%(OGh^F;ii%zIG@Rl{fZc4A_`Rr z$3zXh9(jEuton7qir}h@`s)I{48IWAH%tFi(Lz@9tRVrKed#QoxHrJ#04#mktEFGy ze|)v{el#@->=Y74odTiojFTTXamgYj;N!)*9?Fw<|2n6N;n}fA@}=#Ql1cT!Aq#)} zYyme}B_jGYmWZI!=2=8kO59*WZe@|Kk#{h-_da%=J6>gxp^Wv>!Vn~XOF z+w}$d!j9mvpJZbXHVmQ^>{6Jl>}xhEEaIfl7Z7}smu7=?K-_yMs!`e7ZoaLRA;j=U zGmkLX-oZ}khIW+Aq?yg?2CtGjL@VuvnV=x(rm7N|9#dTJq0J_tz6zG~s@5m|I=A)* ztiJuvT3z;^_PT&S*>#400_ueR7}lMRz*IvIz*L2rbFR?~adOjh<8W&`&^xd{Md3^= z2AKqwrS+B(;u0dZFmU5|=s3`y)~#u-*>+U5FLr~kFru7ZpY}o7qsGFo_{pg0)QvvZ ztfj6Ub+B~I2Ac$x!S+Gv7~IFUEMEexL_jMq03t;>jg2S;UqL5?Y$4}{nU`=ts{FEs zXZUVC4xIC4TeSJ8dv0%Rt1EyL(ge&FrWb4h3ugRtbVa|;;k0Y{;o4MCZWja_^+$T< z;8&q#!U)`z-Y}%1{cq(ULJUgjuZW*t-uZFobDFf1lQLk?S5kA@LF%C=yhj{R!IJlGb!)}XSo9s{(sTT~9JOBwxn5SQaf z-Ci0W6QU0j40MoIxd_T2BUYx?-Sz7*1{ir8EZw0ZA{^KdlSK^T22+bMvk6UyNw6_@ z@5dgnY6<1DQ0O+OIDA;zPCq<6($6&oDaEEFt9kI@b<+^`>=`(>GQTYYD{8`C4oP(& zNf;o?CPlPY=@?YI_>*uZAq*^Y2s+d)k;_h#wm3R%<+l_!NE^i)$^rw|zsp!_dYF?Y zO%WJakTRTy;!M&SSRgZ8gw9rKYTz(pU9mNw3VgUxc^3c8v2DPfk$f-mPr!Nj;BJF% zhp1uNe1{85yW}8k*;o{so*66z8shI=-u{t3i)$4qB6_K5fK!gna8vUo**jfgh@W99 zN%B*4X&C2t1<_0XD!LgaZm!?a?amf?r_IKv$#+<*V!k0dR3biqafuYK1uhd&3Qx@F zOKP^~KUt38BaU{f<@UndbUZ`^8UHjW^egJreW8Cc%3$>v*=S@gGw zI-+;5*G$tSN58MSPDvPQN>vvuGE}uKxk_rLjz3wJ@aIngN2&>GTOXX>O0F@~k<3>= zb)cfUf`k?`$b)T|qQL7u^qkJF+$IXw!otE#A7ceuazzE!d@)9|ZO=joCC7<^AoGIH z79YeAivC7PSSzI!WD#EsH9@8fpDUh=Ar>u08G#dNg~kAEv1?QO6lRxJ4Yo)qzW;37 z>`EwkhymM8S|yr^@vfV4;=Ns@=e8d<0;%!PIxn#kdb|Z$?l!}xsa9qs7Fc3LRC%v{ zvY{2j8i(=xIeI&^cS|_WX_uymFLGYhq5f3-f5b!;Iq$-M*q}QG|FG#``#XSx&SjB< zBNV(PFLbIEJ#F4)_H<1E?FsTGysc@%b^7x2>DZ}#Q|~y3icq_Ch(98RkwCkZZUMTKSJ8V$eL%5815m};M0E({UGT%9f47^(XIjmWVU8YjU)~CiRV|>ZJkslSkr+%9>S5rP7A-AE2mS=4n zhxZ4O{%pdkksreyQSxy;k(r+)X!%`E$ucR0>uhj-uh-Y<0ptYjY~fG4%u@Ad5;9HG zDxXqB5S72&ZTQG|Xrjjl-EGLDWRsvmGuTj%Z}YwaCeUsK2B zad6EQ0tn>tTxCc7leRFh36~Ye?HmrnYeG?WY}{XSGG<*V{&EIGYNhUBfk~$V4r%B1 z{~v2_85TznB!DKkE$$MW;1b+DxVr=k?iO5vI{|_v1P$&E!FRC`Ah-nA;4JR)26A`r z?z{WG_vihno~o{{n(m&Nt=_5X8X%1ACPVuJD`OLwl26r*zCL?g zbWniIazlHxdVZm>5~4VP6F_w3o{)^LBts1Ps%$BBH`V*ClDcV{!e}r=Kg5-UZb4&r zt?Y#@NS;UWYEfJmp+az*M{(A3G*;9v6poE<9v;y1(u@uQRz8J{{z7WX@J|FO?a*@p9vy)8XFa5tZHWU6Q zLIiw2j0|c#e7r|sam)+Hm$ffu_R$Ub*=6w~4HB3!n<(@s9K~zJ7J|)#nxo))-qBDT zt|lU{y`sSBxu?-6=cRx2aaMeBxsqA z&-T^+zwGN#|BH-A$jftttxXjXG;2@WZX5pXTd_=ir9r+hqv7nl z8+q%4g09@|VyprNmna&Uu)(35{z$6ML zRlNyroK>yMM*+7w>#_7DJmMB2x|ME7u7?;Gp=|^wF(d{46hN+3REk_!EL9;AyE2(#K!_!jxc!M3Q{NuuHYlcC*zGPHyHP*y4m=FTn- z)|gJ`7;t<6TmmS1m1qw)1yeZ6BekJrn|b1lnc0-+v*ZVZ8F*F6Yy^&P;Cm>>caucYNuPyjH(l@Prc#j zbL>g~d=f$2r<2@~q3o6L(LbPvookZf21Y=97}0-~@EsAYCfV~MuZx9|R5Gw!)vJDX z!`$`+_cyn$XiT6;vZz`|zG51JaOc5iH;x6XOjv`9ELvRUY+a^C5pEpTvuT9#?AIhF zok*64{G`&A4CQ@-)-ozTIS)!jV%%%553EK6l!IwHVrf$vNevh)_}}+_X_lXaqf~K= z?o>2wf0~%0>Lp-e*fe#WfQivzEN@!N@#+=#mPe0HBTX*)o8vVs?j4ODO+c1hw438K zCGPzT-~hy7j@P2NHws2H!K>t=lN@uVP@!Q)BX8BL@sPCw#LW_6dLv)e2VC-G`-lV? z_1+kaU)j4MYg34uD%ax2Cm|?}<;@27B`4u+haEiw5cIiTY7*XM z0EafYi8tzGT;6%>=1YfR~3m}8@t3-KwvqYJ` zNPx2Er3jhZ{ohT}hq7Z`4!rgKMR zW}Rjjs^j@`qT{tH3N3LE`0qmaHm{tm)EK}!`ni;Wd*6NQAX zU0Bn+?CnkHzIVdj9}V*p}Gb<+H$7D!qNU-f^W%39qH#BP*KU;FZld%z#PaS+%2SVuO7)=`MP z8@@rpPqcY(8}!92B-P5`HUBrtp8{%v|1Hf`-z9fE?*3biYo$X@vilv~97|41?zi3W z`MJLVYCN`5hE~~cd(ItNH8E#c@TXsXYMM1WIBHf8Ll>pj+OGB*N&R|FD@>vy(RNRi zyVwyp>NqcI-BdUM!&m(73s zTxdgZJN=c$%mB_;o7rEc9FJd;S)SbQPhNMPVbN#5IZ%;Q+kYpceo_4(`|H&N;8Oo| zPO>%i{(_p)cPM~H_0t~=KXyw|?Bc4c(*&+tbJDN=Z{pMaRr;{%pv@6d`)B5)9Jg7q z)RxOQ);;^aFmV7c2dfdve_I1fZzcNvf-K20Ta43k8QZ#V-vDM9Kkya#WXf#@ZL z!wQw8d8({xo@5@bgzWf_kZ3i16ZUHsrL3-Rw<@rv8%8vc{C4?Jn|fJM1}6+sX5|7; zP!Dsfb2`!`Ln3*nP_^nZwrL!en97^-SxAJ;3cKVh6xN6KkEU}%Fonm0!C^nnkZ@@x zEZ~r9ck&8IcFuI%Mjy>9iUz?WWsPqzfe5!sB8s1FG5F5;OU4c0u>`9$B8r$#=r4oI zTZUeE(-BhqEE`0Lpr~PGA`KpDDPIw@eODh(-6XOI3NU(|`gT-3KDM>|h4`;~Ey8Am z<|@Oht#k9MkY9yj<>!7UE)22>o@rz>vbBTgNl;n_9n?>L{XRMx)*$PbCl2@TSj0Mn zA!T7Q9m73k@cm7DUfEkzRr+3NmHM-tZokXme>VN_Zg_G1Te%9KRWBxxUDn>zBw;ob zpN1y~KI((DxS57(i)g1@EN2o>{ zUKDA`2RNR_pZElC?kDnBwi==^8{)f2@b#d(q{S9+thLSKI_qK;RFR#9T37*g`nao2 zbof^lHgciMu0atVI#Sm9QWQJWsB(lqWt5$QvvtS|X9MNGVjYw9gUm-87a70I zG{MI|_2pX!zXKatRCIz*X=7`=+uzh67BP`ySRQkh)U_s&8|RsBFpse-*7sq|owRLU zk7(PzOG7e9+`~5IbY+Q}jW=A)7JuA78p#Rtzy#e`G5t3ARKXX*?|}+RTa91*99QQ2 zY1A3((CcWi8KJXc=liO}tYCc`x+2rP*qvYhjn&E=q3&i6`WOvQWKb=By_g=3eopyI z7FGOC8UUzOwZE!2E??0EKfVhOmhW>xM|=p4 z2@kN&TdnN0-p;@$c$DI@8}X<5njr*i2=PX^aI7)mxoPP=eE+>F7fQscIMe4Zl>U5%r$u_1VNj4^sHWB|3*aZUA>)$a&X=7?(S3K_j7;2-ZG|5*Q! zbrjf%n|RSW$KUH4e>H5UpT!w)+8bqcXN>>dbPt_`!+x{cJ7QSS{+)xNgK@=HEL-2O z@_hmQ{jjpql=+ad3OGbcH}@UKuqs>~&YxwHfu8QQ#S=v#WgxB(SwpH0rx3;RwF2It zax!CbCXE)2pm?bm&w@9)ulGK*g7e1hFfiK2Y=Nym>OHL!UcbB%&i?_QMYT`nHf4=I zi(1xx;j?s22Y?H3lv~s8yOL+9Bx=VhG+Gijxqjob1YF%ifU7(G+3np3IL(zvsR3{I z+Y=AKY3@YOFS~U3VExVb31N*-w0}nmn~m2m+t_hNHVXL3;{gFlQep21K7m8Q=(4Q; zAbe^;E@$Q>fCHUp<5L#t`xqAfLOy}|!9;rvQkFl3eEPM+h0rdm51GrtAsXhdvXw{_ zUFz$>xH1YPir3!@Kz9{{%(#4__>nF)X@IkvRly~U@7;-vLMsreHqZ*3_rde__y^jM zG-)^#Gh%ajUesS^&LXBeC#t)eet@2}~ItY{-7hYc3&Di~JrK zw-ZjnF7DZqo zSfTQAbc1psZSdVu$s#=9C+Cm^LV~UJO$0>SsOLaq0cn1-<%`ZC9(8iot{}8&ce{Y` z{X&y&Dvh~j;Ds@+gRZYU4hGKAc%>Wr^+T(q>A6uQ3eKgE*6fbu3zels`0$3xvw#S* z#`|CnGU#dP9jY9H@43HLx+T(q+ZzoO;$(lE(1VgGhd(*Q_72FYQ$ijrp=}(V zo-m!3K|oRU7>%KS|Cujv3h`ADo{In*RxGb{sMSZ;&#*#pe(*@FRO@USQZb)6sU!l7 z3nR0E{Y0^FUwpHYUy#qrYCINzXTSYC{+bQHh zlQ!LxXIn)t*xMN3(9V`9@a?01Iy|=oHL-)+O2h*hafW<}&x*Lf$~M7|!@ZphR0f0$ zR2i7k=CFB@<&wCGw7x7Si9}LZM6)rGXz9Fm>?Ziv#W1IqAUr8)DLg4&JF#CHF_Das z(EybG2RKfvifc-1isN=l4!Ob$ZlY9jTT=tsbtTJyZOgNI#e!V>R6S)`^R0-co28__ zX*9ZvR4VVh4zGUU8vYX?4_W)J_V`U>uhJm#4Y#xaPwEc}SryB#v%gK$eA%4{keaz8PRy-Tz|$w}%m z3Vd06ThyTM11&y}zK)q`*_1Ktz17TBnavT~_aYB3;8Tu*#R$R;cpun*X-|S_TEoIo z-TEy@`ab-Sv2JGe6pD2+Oj%~bN3m@ zq;ycY)t8Cm~?H2?gZK`iC35gSv)7QLE*yu5p60x?c} zRc{4fEsHr<2ltH!5TMy$ay)YC=XRaLoy|T?tZD(vpvU84!D=u_6s;#yxeE+Hz|9kZXC4ZQKEyBBST4{Gu0Rpu$18*mnl_c#vN=K?=>QiQ_WW%pSE5PoA3Q8 zuebyxcErCAr@T@$WXdAT=>RMHcaLF8WD%SDhh*M_Q-fz0F(@Cv)BeqHb!R)+<>P4z z?DEU3V7e@{yM&UtNMJiOHB}i$?OQ4B_vUet<$XVivGn2+xi>%v{RzB;i1LWB0U81( zXBp!!zb_}F6W$lPcgf}hz!mcIe?Y!_PLeeOup3hupD`*KO%t1esF+6mjjCL}IlzEd zqa8!ZlcyqM*TlA&&q38BqL3x3Y zRfVx7Nz%KWJCW=#v@K}r)=|TcdEI_zOTDc1*}wiCdVN6HLKf`Y`<|0;Bd-k7w!EhO z)w9<1JdM2Lt=747M%2n9B)#L!41}al=o@>(ML(GtoMo-n*qvUI2=!OKZhW^FrPlL* zYzHsp6Y%qjkNr*d1I-37bQgkYt}$i+J6JUfEnQc@L5zJ zu*&*?Rn`ZrvaV}AwnvFg8XY=dlQ}9)zVR`8XZ#;<3utBy)IITVncO%qf)6<;`uw_& z&v5N&OIfel=ZfVrp@M>{t4*DSK_MvN<*w`wf|mRY0Ruz+IF%$^GbJ*`0f*m%&?f%uc~KalC_gE`sGciqwj&W?xNt{Kp^!I}(o;FMgw*DZ~r| zMaD3keA%#nZ+*YF=~?H)kSi_5;pW;Oo4kVUU(fq`)q-*v`FEg#qyhMNBC$Xev(#;dlvNUdf$wZh>qd913t>+rC%};il`f4;H=9CgkBeza zk4*Q{lUjO3%D^VPqw8hk2|V1Nxp1)RxLT#yBi~UG_LxomX|wP6c~;%uKTjLH^VP5C zTP0xe7Ik(osT60VLhBF9+>aQJPwc5AYA^8wu4IjjltgwFEjFnU{0Y>of_E&yHLuu^3AE?Ya42e{lv3WoK4y>=k?_%T zEd6L$yP)}Uz+8_?f=6%Ke{O>y3b2&(ARXk#jPMf3sFqfdZ*Y!Dn zVD-Haum9-GRKG71=!gI1I2vqDQvc!)-d8^CD<+#+wO`plY{yaRimnM05W%4hVL-K~ z1p+?gfq;)>AgqHPs8j=DKE5LWo+?m0ay&694)7 zYwLq(0fCiMRY{am`}(sgR81_=Qu_w!UM5a4vF@jAj2%~q-E24kH9xC(JE`y9tTIic ze7eU*?Nq#~3Nxm=o7o_^s)~Yruv<-g`PdLy1r#fUz>DrH;%Ws{zu^Nx zs?X-WOfjOA^-7S`cskh(D^`WL~TG%hRKcmXtw7_rG+2bg+6r)h zzTa&#JWeDXw{zL8eb{JkZb~gWNuk&pqdUw-1{insp-EhyiD`XH5TM1s;Z{^LlMb3ap)1jfwH4 z6?RR{EspAHKm6HuLNN;sw47Rc1l2FNu*F@kia?T|By)l7{#?;xeVJmkLYmg!v5(*W z#Aa({n{C%d7dg5$kLhW5&z_n)yC;qymojit}Qc#i|N^!t9DnWZJ^rQ2fi> zf+RjIGJlNZMfLhi{S_S5->Xr5?pWi_vmi4h6>{%|1Iil@Mp&wKM!PdxC3wY1|BKKE zU#;&arwf-d8=n^yCE9{^IXr^jiLgLc6QaqRVTtu+yWHbCVXmt>&?Acc1g+OqOo^Mc zWD=Wm@JUSPCzXIt*D~EQt%O&499@FKgw@n1DRg&h@LMHuqb8rB%Q7KK9V4W1MIwS+ zSvPQqJe(ac@H1T;RC(;1rY^fbO$DOh4!405baRhBY;EpjPH5<}2Ay|KJ;;h>il&JP z#3;PToTANggn#i@l>6VdvaBXUq1PnFWWjc%O@`}VpbNP{Zub(f+n3>6--FK1N|r}1 z+A^~npjMajzrBwFF0wmsU}wCN2}ox#uS+ouVf$Utg(dm>LP zif!sGe))zwmB8G&B+1>6OgQqjl_Q$bEzmP@{Vl(JaY;pDV#x!#bhmbJ8E`Un!Q&_D z?cgiek$uxVV%B?cmkVJ_&ZanO}N)w3R&DPt^A=exo9d+FOYf6hsxD+D7-^ zA+R2ZCkNpAJ8eePciIR5WN;#A`)4?EMKe5sNWj)9@v!lvtC@(Pl{ZIK9x=J7exgZKlOXRZmqDbfBM?s@#d+o?#^ZibW|KZ%RG^%kv>V4WvKDJRd79OB*;K8A<;JL(` zcxCMJ-uD;k?{M+k3C-Jm@%pBci$9N%Uq-%pQUzWqLdQ zoe9BJhsFaLbdE_rO?FhK%@HnY<{;5k=JIUOV`k=@&RnO`yFy)!+P1EV(2K_73$*X; z{%!Y2#qDuz_tnMiO0BJ)DqgJ~ml{TxZj9*~SQAnrYL4~ye448~Un~{LTX@WBc_-W+%9DTO+zZ&d)iuFgXCcJ1~B?`x-F3jD5c| zT@`O}QDFMzV`lzhVkPxdwROpytP!86z5hinq91#mK~Is(%&R8$R?ji-WAcgne+oQE zx0!cji`N&m<@jEPo+lHyL$j)%p2fv~`hEYK{>ww;JqEVzC1F!xnbgJB*X3J3YoCNj z^*o-0s0W{f+|2*9`$FbPIswkbf2eaC0yupJ#!ub#LPcx2RIz4e-(C_iZNo!YynP+p z)RW^28+JTR=nl*WWnt-uo!KRfOrj}weYGDI%SGqvZAcBaBVNWHEl})gy>_N zCUbnL!;UA3fmt2ZwHs~!1o4UnwOpzZsx*jSilD4B@NO^3ut4NZg&ivu6c| z96I3kX}F96m&HpSy`>3gJuH671GE-+(hYnxb#b0PwrKyK5ZSX38NHpzqC!hV%@OM$lGsEba@fBd` z9PSjbXQPB3RsdZL9&JyNc#kY`sf-dwi?m3>5L<+h3k<`ZPj;0ZY8cl6dNS ziNtd^ERdf2j-LB8U|g!_Zpi=ZM)Y&vZLyyF&LQzMJtc3qmt=Emh;x0(!}@HWn(b=D z0nH@*OP`t*t8hQ*K7VTV_PH5B*l{v7pmbC>ezZLX;PBj>GZ0x+Inxob++G2Gn@uA-n zoVU#OI<5hEQIMX{4yT1zwOGYL;u0MgxYG8LM6L+H@dZZ2^KV3S&m)@qH(MD`m%!f^ z5K?EK1~}hUvjI*V?q7{34#W@OJk2AZPUN3D*=Kcv4A1JAfC&PG3Z8|AfyoDiGM?2n zX*{bdeC8bB#sXbvWq9tK2BDLS#HA%LbIRLGN~Ud_$cys~u}vbmzM}B&{Ut6vQ2K5{ z4;OJ`&yg217zp=pS}xU#RRD%1&;gYv5s_!kP!S-)7IutJ@9tD+!mPTzqyRjNC{Hp> zxPT11Hozz_DFzs_VAWjUt_Z$gr#rU+t|m&@;X7PLpp_@^SVleFA{U=-|9DJY5tapUv@8Eg6)x=aZXc=TtK%A$6N5|YKn;*sr0 z3d0oVqUvKmH@%@`=wCEW3-)u5y1PQcS~1oh)omVCSq--9dhoy|Rv@@xc;^fnT@I3b ze=H%|i&}Ynq)1QkB@OPYSQiIIe*n5l2TC|5ziZgfkj)>o!QS^YFg|!uITtg@&@EEn z+m+V=7k`EWFI%%K9D%q0_x5lB1!%w~oG2tgOk<92teT)BEzV|yEHWW4iiceyL)c+- zVxb;CJWyqj1tRJzrH-!%Gh($N=BF>X#1f(cEkH7oWl&@6)|lZe20FhGvmO2ha&rs-L;(2$yAc z?x_!|9k+HrYHu^`q$P8U7H3nWB_DpG*NDyzJJdAWWqR~d6t)V8p*nTii@;)eYz!bU zz3xA+Lo#5HK5rjR&SRf@E5FRBg;4p&W$iWkFtobFbjKS{LVwVdBe0IC1Z8|YxbXUQ zK>&iOoDIk0*JS+DD!Gznu}L6MAV5j}9wv`2@fW$>Z==q@Vt!vd(dlpgOmC$7ngZ@s zKW`5*`Vj^j0bB0xFLG%L0&Y~3)I0s?<^G&06y@9BY-+1}+&eNcv<5VsH)JLik~?Tw z@6vu8?A&{80Kb07)|j)SqnvQIP9bZ%TRooiu2X!#l$sDB-())hCRcnM?}gl}kNMY< z(K{hO16MFRAsuT;KNEMis>hE{319=Oe==j6e%7Ofz)a9U5H#Y*=nmsuxSeDrv%_i% ztpnI+aECDvG7P8`8v|N6)_MGFOmaRvf#A-{#4w`ctkt5C0B1k^aQML8c@lid5P!g& z+DO7Wj74|kZ6hr4Wu2fb4_YIvdAHH>E68nOz8iwT5-$)^I(yuKw?n$z_wBg-lKYEI zn*Var7kh)39-lhzSx+6K`;Yy+m%gp=9(jIWfZlVEpra*+6+j8-QSFwYjUqNz&gBHY z;;5-%S|&EGuekH&o$W7C^17_(X8;nmZn$d8Cn#1vG)1AR6SeEPLL!?6 zvEF>k<5f^5RC7xGR;`1Fvab~e!@0mC^E06%Db#bq=Ua5B=ZMd@;84#&pKm^)p8Y=G zTthv(eZJYk9bhz-F?1wE;k9eJ>Y}&B#V5r1Hz3V53D*(N|E6ke=NqMSP?qz zR1Z6NYGTg4qi5H}NJa=b7qfXrI2QtB;M1frs<>tg5#>W1e7p+4Ji@ZX_7m&!HtgL< z2?%TRr%1fBZ=_(><}Z*u7pt~Sq*A}ZZsJK@AYteKHtq#SF7S(z&>%3yQgG;++RA~Y zIbtA~9U0@#TDghSl$FmA)nQD8%#jC$}JpD*rVSe73tVjg~>^<{IllshAzY*+m> zxs%K9Bn~-#{h5`CFF`)7z)D0&61QEN7};Y?AwN-xpk0!<#O+u|HtjXeV<~E1cIZtR z3t`}!-KttZw4}2o`1o}Zt7l3?43rULWKru?*1V4fhmfa^w->99x3!Pjamp^V@Ey@# zW6GeaQo^DztfXmd*;Vw7Xstcpe)f0U3GN@n)D^{(sMW`RJ%ni95dq(WEW_p>m$(BW zBI|w8GtJVFP_O0=`Q4*6s3QGcE;smkS+FKM+I(HV)lJejk>*uj z^Xw#0JMEi$sj!w{*C9+KS+&j6p8d^71L3Fo&F0;nEJC%bEp+H!l>_9?hA}VZj|_m= z;LZl5D)`p=r!6*XKc^nbFr7gL?8|apKQO=n!XB@z%b=vd&TWNH6^H>cX`?Zh=<$eI`m37~F&B}KM^qwiS_^9TuU=A!DPCmLdTZI1L zk)pdG-+}QD@xBAth<^1w;Cm65E*bsFnm?JBPyZbChrW{skV~_z`)gm6ibpzus^Za`fIRPB5`EaU)LD)46Xd@d zcm_vuc&PU8*543Se*k3*Wv8fI{n4FHO!=Dn!MtFZGElL_blfEojc+o5*qR@Boz^vo zPXlW-4G~#kVA+Q?syX`gQHMD%M!Pz)(keJD-z=Ca=z5-ZKroU!v8$4$(sSH~H_M&H zPof21gz{YstxJ~*%LS?6c746)sErLYJtoydUqL}IsG4+0jqV zv?JMwcRq$tGLIdXcF$R91z*I7)C=_ZE4j5(GHR-rWe%#^ENJ9UpAPD~W50;Imj-~s z>Xg(A1ORdRFJxtOe5s2g?MJb^%Q zVe4R*&A~tCZwUOVVR7Y71zP>MHp1ktvZhpyo)dqH<~PZ%xp!|F&Dlwo>Mb^pJurnag*5vvU$_6^@+qm-#w06cg-`Y`P&(iRBx;XXybiQSy%$@}#S~HTq_Qkl^ z>NF7dQn}drBStzh_HgI9hsaW4lSUH-WkX|*QljC01}FxaEp~>OE%x#%s~6D`|ycxB1F4Il#E(X$*vlKQd(4Ks`3StBid;=|+<0TRFWM1)j%zyP+%XT`_bD}_(2*h(guhiq6idd$;;o{C zL4`)BOrUw_ClS{L%)yUzspv}dpt*MCoOjt`trVj@FB`8|z;1V6`_fxT51H1?LpaZ2k?9Zbl7Q;PHce4or^7Nxz@Dem zPIJ&}{MZI;)IR;D1CYqF*+zK9^no9zTTU_05J8otIe*t(Q%}9=IBh;C=5W5tYC*;6 zr30Z;j8(VCGWz#+?w6?2tP?OFigHD`d&KH^x?{sAC5=L`thM?_A1P+$w4 z_~tc;Rz9hY{S2WldrSOwE)zQf#m1EE9@)l}_I~j!{A0>(ndSp|KTxDEAr1hJE<_g^eszm~BWx_KaCW&3mLto<8Xg@WPqB#^}oAZnfoP1I-N$3G70kOmtji^-d$L4TEXAc0$v3B_9o zl#YBcI>?(5!EB@Fr-CN?3HCij^fo@|S#YXLNDKB@8rHbpX_VR)T1Nbo$n6mR0vAZy z2ApK`nMnRe9CQgaz;e7cbUmN~D>kL6tqN`CqjN4gzWw>AatY)63$f6Xt-2@x$TM%VF| zG{WF8D%_ybkDn$#Zq= zFt?w((ms%j9TRFCl4K^%q}@tbZ5(ZOj1XP>M9uK0ZDFmr1F|-EKo0^>t|nT$9%xP; z*LN3cE#$=M`EpOyqDQV($^|W`SMM$KQsAtE<#+j8x*i5L6beB{egIeju+^c1*q!}_ zrz=~QgrbcX(OB=^!Yqw?l@v%I%#$8q8B{Z8a+3((=L)1^1Kp7)rcP(Pap!8Qg8z9) z5xjrF_p{PX-J>py+#DSOr2ZFxczi)=|Ma3x0)-iF~1fRj8?z0G|2bcx5Hy}=Y zVyBC}{L~a|p&L~#_NTf{Ix9N4cJ9Cp z2XZtP9>e?wDm?l|sD70vrU`OrP4w``*#h;_-m5mulZW&VE7sj?C6K2Yf6=i!h9wfe zZ8mR$MYjZg492%r>Wh>gH!`-_%N+%r02M8WkQOpF#ND{#$afd}Z;3(zCdTfJjPA$X zG^A80fMo4IA!F-kOlD*2Z}9zkk<}y1%+nB2;s!&kJ`IL=ZXjW>c=;Q?0ssTNw|>&K zx9$^(fr7!(rfSvJL=X-hCct0dd2itfcHn$F7Cir#Rw6q?oNH{$5>x5y2ayzxzazq! zgiiV@RhyS~8}8AXUK*mKL0Sar7vR`B0E2JsK1v^h|2Mm1-@6nz;KO9shV38{Og1^1 zX0^Zv;^SNIqQ5pB`+oQl0@JV4vLYNSvNU$Ey}l^%GrM0M)4xpyX?2~9)AeTExAP$j zCES~lkVa8(UWuUE_GF5^n6?qUW3FeID%?Ao&@kL$d3p1CwI2*?7hr*g&59I)IDLmg zM3bKi4w3#`l`IZHFg;QXVQ*PHJv|x?jgxn8-4gXhy3THzUyKglDFS+xZ+f!>e_mme z9^fPHA4B|?!FIGeN4xzV-KaDTWx9$Z9iiN~TV-UVD*MW<0QF}$%Q!qu_tstT%{0%D z#(Yjh_uz7Qe#aE(RFk)u!OuyYYvneB3ylv-2Z9Z#J(~EK&Fu3EWHxsCO8Rq&#MmHQ zV7>V-&-jKxIL;<7LCmv58O-{yG^9C*0-OVuIilf=nNkDnSs{olhu2|Sb*B)-wWLIX z6gYukwp1U)cutWgFC1B{j=?6(7?vhbKDmBBYFh9L8iCHV*pnNwO@~erV_w++LbWmYylw`<`@ONPsH_L_dhRU(%sT@qS>(T$}`pxoaT8jwz9$NijwK15YQ2n0p!#(88&hqQzSh zer%Y8G13E53-f>ilGh0oH*G+H@?&urnK^tOovPgTsZg8muq&0Dbp2u~?v>U=7kUm& zrnE}z5t7Dc{f4{LkQ0=Rh?S~24|QzfLV`Z1RR?<3O}d>=2ur%$r(piUD~VlyBzWt9 ztyf>#q@_`oQsGn2*fgbD_NBtI{$^2IAiBH$#3gCv{4M^_zZYW6#y%x%QaASOIa)W2)J#8NRgblE zia&CfnQ1wh3x0i@vMVn9NuF^1^1!})ChtxahB9=k_SzNQ0m0z+wDU;uDZpMr?bwlo>y0;72X z#pBnTLBEYbKlnbyy7HJrOTDoQ`O-EB8Ru~Ajqx}B!~<5DufO(2l*2Px;QD1xD^>_? zI-uondeL7;iGGzD4!`)cFGej|Pjjm6O-FIg?wK zxtk4)t^)c9^2^pG<3mv8S&y)n69oDQO4*q4oqR4Z7|~wAqqnG8B1e19iYk&>C*N-j z_3GQyOGG^JD>N`EO~X_(?bjC1@uZ3^#1%f&{h57pqZh&7Nm%+2mnuGK@*7(Ulv)NL zKZvD32-oq-qd5bJQ`?Rp?NXq!fS47q#vs55Pi?z`5K7XJ_PGVf5Ds)OS6M*&_?d_O zsjJi>;))`~87v_`O$tbELE0@f%O(i`g1`a)1&npt`Fm-TspT&29$}*4C=u+=dqbi) z1Cc?PSiCYeEhseN<>PX?tEyJls3IXX;C;~1Eg6sr@qeIufmhf{Bo?;gh@xuR@=6L1 zVFyJZMDnlYOFZos8?mqy$5*PR1p%DIx;vII@CZLj#9rR20xB|iiRewp$M*P|9R*ZP z60k(fvOAH*gHjydeni&(!5|(a-Um2s3iC!+623^^*X0EM9^yYfJ;Gw=D;yQ+6neV39YN<+jn822OY#!k1H^Gfbp{1$h5!*%p|H~ zHY4sw!_o$2+MetA#_OhAp0KzJsJtm{0rG*|V+?lK1ZAf@%vgf;*g6|Xykk&tor%OaggOx7NNYqcph*d;Odm?9-ROOf0Efzz`omEArdM7)9{QIEaVJ_3PlRO38XZX`}iL zXv%7RZ&T8bjg*#JYOeb>`txAT*`=1$m1Kb5&w`+-*1Pu^ENr0iC8tlYW}U+5kNm;m zs3v(}fps0M)i=zepfQu&n)p4ED_=O!U#$-8cq)D zFCy*1d@l-9o#OocZSM$M&(Wxc26us2UiWWlNblYoQJuvRN$oqF-XLZfUdFxft)wvP zG!*X%sF%|GV?pImT)(A6B5<=eOe`R=mTtf5&bmct5)#ZU523-_&?+>Dg)ZC!GQ8aqehiB4>4PnWp=AQRd~a~Q5v=Y|BQ}lh z5bLfv9`#09ARj0j?{NEl3aB+S46^+mgx~r_JcQEGa?~U$gNQ3VFWib9zhfLxbSp@Z zM@!5?tyoQiF3fef&XR4$dHCTke0s>AVN~|TS|9I~no%lLi*{Jxx+j{3_;vn9Np`dCvD!cNh2cmYDBu z-7>7=`Pb2;h6t_hae-}(}lVBWgyyzhHtlwze=HrMhB@1OikucT~GIKt@x{q&TLQ>#G!Z?guXfjVa_=0*~ zukyh+)peh_^--9K-y`+*F^ii-&;UMgWH&aG>{F)|S>JEv!R0!%_f}RrP`$94y6@+g z%#d_)qsQ{{^uQM*VR#0R7rof<6pa*J)x9r5S>Q13v0j*KGd zD~dN2CWtH7=&R21eLG!ZrrTy|o=F_uYXA@?>5o!DRUb_saNs&_!g>c~r%Q}<+hWW! z=fZl+0K!nWEy_F)QRptKCCq6|gQ}HEOWS-A;yE3oKQ&)kGWAPaSU+Xnws>ktn^XVZ zv5a;sQ^oJKn?k+%lqe9b-6rR}_Wx<}eF}*7@Ee!5%MJMMXDv86!JfCRgD5GGWg7)uA7f{+87)IPE|fEY!QD><@T` zC}&wm-VF<7XGT;PvU?}B(W)dht^7e=g0*_>$wsNL|B6enq*JnB+MvzZQA)ErA6Nt6 zR3i>5cf6t(JidvJ;1b$MqB&`%krN6wr#(hWO6f5+-3%xtxVYBz7M()9{dQZOy&LBL z+kaN&93rwMvR~w5nyo>8q0#OvVu1OLb^$FR#rZUt1~`6k<`lDp4C7;zc*&yOWv<&I z3@9=UQGBrpBckD~VDF~ptT^hde9$Jp);50mX5!6WaK6R#fdOrb(Q49{RDJ@%c3QNp zK5A}7x9b`zW>Y?1dhgamIz#a{mb~N8M>6&YC zbcVbd`5Gj$^OhiV&6xc>XgR{uhxpXb<43jtLg$&HM92}97Si`BrM7SIE2#%=VY)SFD-j|RaiFK-&TI{uv~rj4zQZf=U^1c zhHbx)?tM#myl~sq67W*sX)wy^VowglkC(HU-58@7CF2Z9DkNl!4iPW4<&St+fuoPA zX-NPlneOgiM0lPb$PzE_BY*Sq$vefXiitXIt+Th(@ zK{^fgbeQ0IEpYv)Gqduv7ARXTybHlnS454@PP>@o-q)CMerR-fIOtF^{eIu7t}9m} z>H8N!dO*^b4hC2V48cWXM_wqx|LU+#NB!pZ>cU{A`aTDkX>NPbZBx+?pm_|RS(SI) zA|F7Gu!{R5;uyCjcC!KF-2uDAjpXOm*)8GzyTo^*uOB(n+12b@fwOV*? zm3{ft>HrbA-vL(CKi0~BXZ8ONso8(5XWa)f|5$SWq(=X-PM;O_3q31jcxDw?3d_1saK(8L35wc?Ei)3+ypAGBJ7Py`~h zS!Q>X8pi^xBHH~vfc$}>&a3!74f)>T(+=$|TFBZ)o76VtDRyqe5QSM)#{WavTL#1xG~1%V z-Q8hucM0wg+!7oH3vMC7-Q6{~TN2!Yy9Ee@1a}SYKJYf=e(#)f-~Dmlk5#Ge>e{{c z44KuvySjQt?qvJBBmArj9M=5~GU%$9wqV2o=dV<;h~wSQNo&WeXL0s((*9jrI|+ft zR-pog{Vg!8(3egToo|{kdF#GngfM!HFR9}@sE3K)JmHLS$@pQ`cTvixg0zw1S}m6= z>~K(Ix^&zmR}ev)+~+STP$wDYgG{!VIkeX)iGWlidk;KmVlE8Dp5|UPqziabK|8UN ze9?aN1q|;p)rQ`yXVcL?lhBI^4&xqISU@QB$7`S+9>%?vu>0sps$q|$$;EeIG@q5< zP04R*#W6HSM2xD@D@RCX+#h7T-P@kSR8Y$>Ex?onyaTG6r4U`Wc^V_)kgLn&2J^kY z#O`)}yHN%nN|y$}vVol1h8ll3-e)qzJxw4v(ad&TJTX(?)|Gg|}cq=G^4gVc<21g7jL4hgU zDnTKG*#N}S?z1REP!5~)`uWj;B*Y6da-0$4vfO{xcSOoZfwD38Of8o<{IFDbx)jm$ z{@D~bTZ-KCi+C0|O|O{62q{^{u~4bQ#FEH2i?5RMsys0M!n&0fQbXWTd!i+Apb1CC z*naf4M-#3_6)(8x;=zuJ7D$Iy47ZKQXwMOJDA(vAn&yM=*TEFd;5RJNnQQL;^$SQh z?2E!5O73CQS~}g3FN&dtZ#o|ybi+8s$g)Q{8iS!CX_3Y4B>YXHpb+&DDQ7{iy6|6J ztmKPHYf#J|yC{i_QZ`cT{LB>$2hQKQD8)3rcSg@n!CX*v*<}ftEyZ1Dp7Sl})kdMB zx-#=q?tI_NMznx7TrG2tLP)f)FK}b)oTVME5bmq3H8CkO1HV#|K-`}=CF=K)cuVZk zs{Wf*nfl{(wCs80yYKGst{_~_18D|RAmKnrby8j=m|h&OO9fJSu~P1va!2AI#Qb!bb9Wt41X0Kn{9W;$ z*}5~aM&Ujsn(k1W>vO&Fu+@|=ZQ+}j3WD$HcAbfnlK193bG~%(Z|*bZGwXB9eUh%Y z8ysa)8D_AR=O;kM=GZqF=x+7I(ysr?1gj%=xY?cOV>waNL44e?JjM zkC+-AERcJ>;tCaye^wd1ZLDYZ#xKZbYNhrqX@}D|ZurxRWHrxE{6MPoA(&M7d1#>U z4x^T5@ZC*M=ja1alkYokx`IBfF{4@SL=0N)%SYL%NU&oJjpVpEuf%@B1p5Y-Au5Zh zYxR`~IIU%E$786IhD*`MDY2xeCa^O}I`^%QsIeGp1+RzqpQZ-NJDa-5 z&t9p-dYRY*&m&YGDICb6%MB>JXjH?G}XHhd$%v~jB& zW3gf3ITt!)2VX3W^ZnC#2Gx;mYx0Hrv;;Xn#YEpI?*)kG7FEhyInagFA#SyI{KLSi(Z`) zk6j;EzHJmAj_bH~3$19`0tKe!nvr3Zvt5qvIXnL-iF~IjC)7la$hi=$Zh8qMI3TO- zF_=?;7Z)D;q$+y#fvm(`Or4TZj2Bi|{%R;NumTqDNfmdf+cts!JG!wbm&pZE2FIPh z5@EX(o#O?3hQN0Tx>zGB969#*h{7jI9JvL?%5|&Nvj2|LnqS&Vt|6yiH48aJKXD;% zD3&U$LBgYY?$HQ>OD=MkST0-0>+8z4pPqHbmxF>2NW834B2%4*%G8a@kKU7c((Telj1cc8#%?nD4ZuuOlCMfjRgNGrWN4+Ng!~kMpHk*g&P- zN?0c%!7*g?i@4(D{@(+L$9UPyJzg?mktarL6L{s+4=tP6Y{m{A!TV`K0;_RfJ5m%W zSB{>rSi?U@acnl?t8%P2rg=V?blEF=a4t9IQrw5BbT;8Xd>iteqR3cmS~~V2AG_FM zS-!ja)sOH;vpvQ}6M_>Rz2EURtiLKN!+t^U(?F zd!s*)w~?3hT*|NcluRY&nU^>2#W$%stB8CeR4vtd~R zhY!QD7!Jr`NnWU$T)?*?^d1U7fUNG-J~15$Oo45(-35f4beBs+;HR0VQ`b)s0q_o6 z9LsF+C>4t9U*eNzag5?hw63#C_>4W>^htv+r&i_YL7=8PV-nbfiBXuw=oY#G;Za zlFrIjhwskH0V3w!V7*HvP)2$Xzx#Fd>QGlrUw|^S{(2W%0IM@tvkO#Uru{4so<+k` zmfp#5b+cbAs{oh7Yy=GR?apc-HOwGB!k@EFWv{dVvnZI#+m+Pz(P}D!1hUHOl~_Qf zb*tdzxz5zK!sbJk3GBaj90dORb0ugUsYh;p>rCscQ@*vE^Fwi zL^+i*$uxZy*1s;@1qDZ_C&J)c zX{Rfsg6EJ9a8!?02<#1A`q;aI-{tRlGvWFb=818ctyvk~P3ft9DQd{md1DJKEc^*H&A$)fe>XMXFRzE< z_(Qr5c)M=$yubhlEHJz?PyH}91#Lz*-_)hv{MFCluXRUgDFLqnNQN$kZP>oL$W1np@w)K8Byy^Y2%3(!FntFIN2gd*<;Fe!u zp=XN_Ma31O$nv!zsBcP7NHDF~z7ZOfgZWrp|EGi0IxX9z z#Z@Do`r&SFMd9PxvhqoE$+OOP;$fke3`9d7Mq$MEtbJ|4a)Wm(-}5KXZ8zj<0>K zqsyOvnSk&F{sFpju@{9e)UAcHv+EuIF2QWYvQjjXItNvi5HIu=BQ}E(jam*93u-?d;XMj(Fan#cTl3tm?`Ys}efp;g4!Tl1C9*Chvp zxiMBMl$|bf1?YiHrxhF&zOWMPfK!@v5A*KrT@5adoR7j2EJGs!>nSi>tYi#Ef@;h2 z0qYGwftk3hWjmErXGQT8>`edIM0P zV=z)u%dvTBo0WI726uJ+ao-~W+(9(n)3%C>n_OCu=Pm=J7etOs0}3U1?#e)VLF7mR zyyVh~JomRidO^Sf6u#xT8v-4nL=xa9m)7RFTL3=5YXTFn--Nhf8bUm?I|r3OKipP1 z8-uTR07RtM8xHL~k_E!p<|dmJ2P1=!6$jk2KwuDh2znzv*BzwW#mL2=nj&$^6m*tM zgv-v&pqedlDj0NzONv_}t&X2W&|Eho z9|N#o;?xH4C&6XsXHadIIQ0blNpaZ)7@qS=MgkU~@R|YGC~^83u#n-h3o@wwmN=~d zEI>hs0m#FD`W>*4#NrGkSBbJ&>zQK4WwDTaRx$KC~&L9 z7*wGoPdAVc7=dJq{?GaR*9Y-tH3QVzp!0=k5&IP}M>K=f+Tinr|0Q133{h)C&KI^o z>>mXzVQOvY`NAQH{U}%?nh|Pk*!jZ6h%Y_h=0Eq43`*9FT)n;jahdn6KVCmlO@%RV zRM1=xt>w8HQ*|kBzB{9&hYeOF#akfUMDkQG_zagCSF8eDOPGK21}>=|aSNBaS=0a; z1^(Nk^hFq2%%-OFHN^-|!Q<%wq&Fy^@Ta{ZZmuuG}| zW|3#`l?|x*m+X=0CD~)?zhsX#FUcND8S-zi;06kU*XePU@M&?y^1!t~)h+CE)gTUG z6n12;3YbNK!B-%l=3ipSikHNYrT-E`?qQGQ9)T@PByWF7g>MN#dn~VL8^FCo#I(dwHf0vGT z3LNH|+@L|{PvN`gRm`BoP|6`8*_eg>$QR5UjM78aQ=fc$+RE}$--Dhnh<~T zw@XwSC(|+?Y9~`N7i%YzGEFx(zYQm&`o_A)5e3UM55o3*4;>xo+9hTsG0Q_h_^ynB ze({-{l;aZyy3Y4edSFQMVK~t6JNzRc1|Wfkp}@}M7u?}*EA9kCnFUCm;=ltP_Nx+d z;4|QgnRMyosXhENoWs2s2wn{OF9!1$50`%iycdJ!i$VIua1Q(8f%9Ted@-=R80uaO z6WIUvhTi{vDV3K?3BOzl=3nQyFPGAIF(|zlq@E4H2iJ^Bs!uxm{stM>Ak?Qn{A5<^ zf2mK@{(h!Gp zg$X~{@{1{$HJC%9g@y955!2LfeI&R}Li0b6se{sltLxV2uMN-$sg=->sr{>X+?ak# zdi+>lpLO`YzH&|lI33_E0J>N>Ahi;7RfJit3yQOpRswb4l!kR^yS(sf?N>`p8;e49}JO@S(%}HHK=Ed zMt=bjp?GGGm3XFd+|3p>&%m*Qv`Bdiy4!>?azXbiO-wZS^bfK@P=8d9Praj9BzR`c zkqWx$6h&-|ebR&{!HK`yfzLJI74=s}-ZR>Uz*nyNAdcBXQX`k~#8?D7C_=k>I54X8 zSzx!UJ|aAc{U^F03D>?(Z!f!+Zg3$hVvtPZ-BdGju3J>>2RV6`u9c=5f* zT6cyS98A>ns-!7YW5-T=ZgYiq<*?hDUmm0av_d;_7uAV|sgq~u6Gv%N5`-l^ENIyG z-rjy@!Wv=@@>1`tuqusxYu#Vx?5n~#uLFA~86`u*&Li{nF`cxH7UYrt z36xBrS1PMviULcJt#(4?er+_GaYDc-YAr}Nghk-QuSBcfOu45Z$pq59nK-b+RCok;xEU{NxQ=%sC3IUT z(TV@)zoK^o<7>OlG21ds0WZXV$r_ZMDS+x4d(j03(zC!g;>e9=ZC5fn>B`2td=I$Y zmK~{guR$=^bD47&`^ai!hkC;1$Mcvgu=n-;YiU6j$r%-Nxfow`4xHlku5R@OBK9{O zI3&+OMC^-TESeL~qE{AD8Cd0G1sq(NZ%kj<9r*irfPY&C?QYv zq0hfo#KFZq0*cF5GU9Z%7-fd9I-m^DHud??&80757jPrA)#VMtYN3~`OSvq?h3Pm} zKyay_sNTt{yJv~D|5dysp_ZZY%%CHw<1=&`+ECy|*h-|C!%!b5f%$qm4wtji0nI}n z=P&r3ydY}Z_y{v%^U1nA;{-9f1C8lArjLK_q#QD*HI-J&-(3+zt%@>4&8q13VGmV2 zsG9^;_=ec0SH*W(R7?CuEU%VG5u@`aLb=1?3!fF`O4aGRnxw=DQ@4zXLl(+31ubJ6 zV+Aw?WwQ$88TVZwLqLrLH@%y2(0=K6zrjM6mEEqKl|{bm4Ank;u5J7s(9n(uempVf z-76Kw&IDhEDQ3?F=}Ae69{%8Bqbyket*y>pZi8!#n>7OOgdghoG=v`p9R|WYhR?=Y zbh`9()AtGvzg}A%0^T(Ef#18T2ncY^7Tac-jXOW9C$i>p%a&Mk3D-VwunsUzsF#({ zvH8Am(fJN=kyMVaO#1}6q!ZXBaiK(HuqL1|*GTW=c*5?me&j>!e2Z?jE8n{!-G0lE zlI*bCPL40UjoOkM$`@)1CS_Md`0R)tyJak&OB;my4v8Ryj%p=a5jc(Gzrf69A|Q$N zRUtq8T>wX{Rc?|b)|frr*bW=f0Hdc8+=SjPk19li2)msPoADYS;M9sl>^6P2S|z&^qj*VAH15hkYlW zxG0TYTS(cZyQ!N2958bP$@FHGWVA&v^k&DA5162%Ouh7)4@FvP{vsQ^HDbf%&H_rUMVO4iBnLG^; zZV~g)&#=VFlBxX#8RTAlQj0xNL)e;?&}G{~%|jm{0xajy0UzMiV7BZ|vy4UM9E0`K z!NwE69ZjN%c+dvYC4PaUi5{&v2JRT~H@z(3l!AQTb@9wv$~Z1)AL4abb4={nG}SIy z1oZz&=DG!8?H~d*eq~N!fJ3_ifhjclN)gzbkxDBs`?rn? za;=M60mEC`LqG5Ihry+ZR8uV5)?2_^A7uh7;ySCl1uM^U;BCZdN)JgaLz|-`@{G?^ zPf{aBU{2M~59e@t)l1i~Ax$V6?(H%rn3F1BjZ@A-w34~%`CFfuND4TOpht-3GdKJi z&?X6wp=i+$$1b8Y!mi$5J+HvK+*fr__0@YgUPri7Foak=(Lf*|QQgj|@GI5%750s! zYvwed@{yV<_s7%KFvT(|HDNAN_mE12TaZTN)i{pq9p;89>?*epVfWyz6j8t+QlIuQ zB_k`3-?cTNZe1D9##bSBBIVb;9$EI@ycmg7@!Z~nEixGrjX8{3@y>MW@8g}Bo(0?K zTTyuh<}bUSvy_wZ?6Oq6`!Ny|?X5e!W@Znx#L8$rW@xF8k-1cWJTZt*GXZ{RY~vy$ z=-+OYXo8}+V`_tp1_jKSR}Y8OYJEz$|d@))gVjbiH%@qg4TP$ zT9#E}z~fm&Jc|rj*0s7v7Ccyz9pVO95_%FqSmHOp>Q88^u?GA(S5~);Z$LBgZ-6s# zYCtjpH$a)3M=jAk)hZ77ktUvEl$t+u(&~oUDW=wJRmMAINW7z|j5ox7$Y;Dg)KRS2 zb=TpmaZ=exN*TEh3|-5R{j|<|D%E?U7!-SW2S;uQdH9ZzyROW==D7O_kv18uvpL&0fR1^NvT1P z{uyIH;w8509&KAy*QUrF5sPSG$f!ei;5V*7xOP)m6v3`B>RND*N;mK+PGvGED>&xx zFrck;rBZvt=&Q6hkhp__tX4Dh)Erhbi22Zj`Mrh;kc4D#68RL^50JwQnvB1Cmi=Lp(P47H^kF)26kB z)@q@2ogPl~oqwQZ2y6!`k-A9I#YP+^<_f%@U(M=2F*^*tRYw*3qcU5b?PRp8y%~qp z%Ah|yk0jK9!xl8o|7fh8A-Be^--<;?YmvoH=w`h946~I;ub) zYbg8W`5ac~5=wDAnFFn!xb25K%%Kzt- z^3RD&>yKJ`?ueQ$a6=3)%~UO3n$`SkmiF9iW%SbP?~bVMIV{Rx`Cg)+5!-19l_O78 zkxbzV-X~sS?SjhM^Y9M#aIZpNTE#?HT77IqTB+mD1!}?#EN=^@%jM7ER_WBS3CcSX zCsY@E%gdZG1jeOBG;s-v&t&GSraOQI{dsNcPK|q}Lv0)5Vu;dVWqt0+jBey$_hG5d zm_F^#rv6jXtz{L)KI@d|xAPO`JiyBRWD(>C{pb4J+iU#!LW+>9VXIn*yzKK5zH%c4 zlKGTx(G}gHoXtuRME^-}1e_E= zcj(3CYQ2(FGkPTggaH7xDU%mou4lS$&)*}>75l0duw8m#U#d}<8S=YbhdiY{vNDEU zIKFvZJs;!mcDJSWdRL_Wgt>%$+dtxtD4FJO>n!S^olL$< zmDb$T$5vjNT0(dwlvA*Z+Kn zP+=Y86NEnLCb3`6k?rN%~YJuxt;C@Eh$qXEgRHAz%3#YPj^PsGHaFhi~d4@x_1SXtbNe#=p2(%sEvPmTYP=)5C;-PpjsSE~s`Dj$!|1{)Bt+{IZA&#RrI64w zOpUdwfxNOVCKA^*N-{P>o*`dF0@SmWss0|+W@cYPIoULqbb@Q~0O#)py+4|xg3D{d zPOdfwq$pKCe2INe>MKQ~lwoGkFAyEt)+6mX#5|xP8r*Z?i3oT5i6{V?J6b$|sH7*t z+509Y;r!5zTL)O|uL2hP;b7*M6*IB|H(QkwlvL=Y0}TL$a*j=tW~fm$!N2iZqhvY6 zyOqV6a!qs#YFEX~k_s;+;km?j-|(S}77 z?6BLMM4+Xe2kc+BIcSMT!$$FV|1?%i^HqycYWeO_e1s1tcdf(t+m2!Zl-yNf0UuQ` z;R1!*9yhVuTKCw+IqV8(2@0kXwRvRK=Ub}x?7k4$R6o@yPVM5=WSvh*tzPsMl zZXGQ%CQFp)6r?TmRpi=hq7CxBNc^6xPye`nuab-cG z6Y+F_7dhraIeRN^Bn0Ia1}BJkjjYa}c#`awKXEtNYrmM;*rHB8XUhF5toeki89MY$ zNCOrrOCQE2#N3ZkZG9iRU78Gpgzg?ucL|)yaAFi25>WgAc{B&m#5&A(zUJ z(z0BW-Ds1A*Ys}vF6|F*Le6ygX@F9Zto-1|vi}m}nbT5qvHedde*X5>SuQ`mtaiC* zJ2_FY3!E$>{xwiF;LiwSIg<$o4F)n`}0jYyZSZ&c)p-93}N?gZu*W$5TFwqF z9?5+Z+Aw151YSF*M@L=B_1v04d~$>6FSP4^MNTkL3YoL}2AS9WtA(9HHE@9o9eszaPmZThOJF2r@j! zCk7^Z_|-ugGNkLdBC%F2k84|@){Est6bSJuWfa~gf8G{o16EgVN{vk^g{Q-x6hs=H zQHZh0%b-B&;wF-As>m9&1jJW(YniPCVc@n_i}tX1*05lmn%7~ZZE1phVq2^2ziMtd z5sp)0$0lC8JASnD{n_pH$qeYl0pU?^sp5Qa?_GB1+oqoAt%XuIA{M?LdJY+B=N~F8 z1p@Es@zvX$C*&Z=bvRKBv2zhJxPu3q3sr7J0wn?*LbtB}R{LMt);>8_J`Tl0^uM%F z-#3M?4~#K8Q<~L>uMZKj76@<+I3_Jytm>?bZ@;fOiv2NWY83mU7ZguTs1N%Az7cT~ z)lQ$(`;CM132jS%0QkXv42USGc^C(`^>=r*_ILY#H`B#huyfOk^=UNzasw8+cT<@< zseSwuLI=FANmYRNWlijf8Jv~x8sA`dl?-h53Ltdd?EJ)$_Jz6pJCHoatm8V0|FiZ~ z!Q^q|cj6f4$>QI)=zHWGHPlZ&w%gAPov76syv!?;?{1@8AziMS07Ne<7tpY2_|WDW zr$&(7p10>kX7&^v&Rjmv#fu9zFDrhJR900MsIY$U&1f@b$$Sye*qy4b&o z#_~cha^L6{KPf3BJ#sTD-%WTIy?M&;bIcd>)Y#2UrrVDz;wcwPoHB!iwR;*e-8U{J{o<*M0iCf>R#$NOk%loxaYW`!;_C1t*H7#awTknvV+2oeC+$@7W2!tiTi1B@ ztxHyj8;__2V(NkBe}GLU@BK}I}8BG|MT5iJ#ybXrVlb;;MbEOp9$Z`aw zlIo|hr9$LUdC{6S#B&z2#dhl5TY0ANrDcQ@NNk9$5hRJND@lIy40S-EdJZA+#?-^9 zO_ASU6@H%gjk;XM%-;H|-4{w<2^~ZW<27S_OvP zuxFv}{gSxs4B~D^lM#?0af2@#6<}V{_tfNY*3lI*kP-E6jTH8gYq4yB<^@3vuPS<8=$D6EM)i`P> zsQa?-e1REM@NJt;uFxgqV48yJeAU&97{L?=`)tFp(unnS>gR`Gn%jlS>(l{m%5%-kpnOs+(vgDzU5^8#pPe|BMWOGY~v-QY!@ANp}Sf$JG( zDD|IQ4-DZ8m0!cRcw|UsWH}(hWw>WZN-!CfsKrP530<+loM{k9@foEG#K!_fxlr%6 zFX_k5ZL9&5itLJ%^1nLCywae?+10a-bqqlgSC5CYtYIo z8^uTba9#@+xY=eGKqK`L^AX2dMoy`)cDC41)w z6==Q1E`DPW!1MTya%gH_73j@2K`Op<282$t2T*c`C+qsEQo|5cRw_W*x&UPl{jtSD zINJtTJh=p@;;(v3DnD+Ehmd%r*B|hu^_?^2;iKz8XXXM0#Kw*2vQmm`SG&|47_Z7g z8qI%B_$Eq-F$2UMev?k1rKvFdnm{^HP_x_|nxD{7UiYBhQcdLt zZd9ZGVP>O7J!0mdMm=Oku0}mz22#ru;J_)vTI0kkQzlJEnZ_r55Tj)Y9{|FYKG-lU zne_)OAMggNwGI}*K<0Yse{!x1(ScUJwKoMVW36xkzq5z!ekV@_j%!UDwNAi$*wvYh z+LN6$I6+zOL7KAIAv%-V@T2s(=@)_JyT-jqu*v>u4=x&@Y&&BEx?gwnTq%OQD)C9v zh==KPzyC{k;P?#n)!g{4;Z(E6xW#7Uk-8rtqqAMZA>@$cXYa@EzrT)`IYLyY(Z`et zgigrne*1&f(uv3gCD1li=sTXZ+ehXOriXnJhvjQA)+gudj@%_Lq_r_JZj%nSM?Y2t z#8zKR=*Jwg2Vd6{LpK(gN7JlT)-(IH*6ZrpTkhfN`rB3k9R>&-`oLLJ1UuCemlN_6 zw-a&$Drt1NBek(4+bukX=XF!c@#@2;8wA7U$nSG?;fu5z6td7r>P3c_GPTg^eePf6 z!?g3{VvOKRr~UoER)!*L7uyPi=u^Ahwx7%(pY6KgOOP*(n|@G*<27i$@}a-Nj0oCa zqeEv4mkXCuvBz3Z(DZA)Web9^e8;x~Pu7*?Fo6BjN2tl3uFgA;OImVQCVV@ZHt8f# zy}FiuyLUA>A+F9Zp$8~AW4(E5D)lp$zhgBOPV|i;j4N8<8jx}g6Eg3HY9v{0fmtWr zSo*jRQJ8ZL#;p`y`Qs~}?`5p5aCn{4lNx!sq1(<0cYpe2*!%w80q4<(?Cbf=o)tjH za=j1R3oC9!cKkhJ)$)CwKP*^GMYg%{YdV~t-~ z10EV}=V*XGQBMDq2)1yPuJ9R7lv7-|J=PJ?C1{a*&)yk0A)vo|W*Z+Nu)*G$@|`}* zDz}!SGY1oZ*(06kzR;!YKC{6if_R`H4;VFAhyS#I)rHdU8Hjz*H_@IVDHAOtMmdJkOz_jQu5r zqM2PkTibQhfunUU*B#;gTgq#beF{8@m z(R;-|dL;b7OU3LdATRS16|VXziCF0>6BQG%+I_ckDWXj%Af_`3)3_p-(lZK!;_>5( zB;}hE@ciCowye?3R9R?8`5g@$Hlf~iCXrM#EEl^}sc8GC`F4bs;pV;QQj{d`(~&7q zda1r~NP8N+ck0s9G@9f1gNivSie05LSF z0M_|Tf5?reUG-0V9CKYy2kSrMyDD~4MlBGH(c1sNVJi-4nKc$^nT!;?uuceGI2(Mm zfIlc7OYDZ_QgVeeNN7bLJ4uBzXcZqK#xZsuVMaI~VWu?{SSXH9DmDZh{n3PfTgVP5 z-TDCDJ!3Nty%7|P9t!~d5Icu!n;AzAK@Lj}Mh@?P!`OntesfRTSKR*%JRzw~DU#^` z2!*TN7T^513}{YDuY{uO5~ z*_ZQ%-Lwr*Na3Gk!ue;5BYL|?+_23o3J0?Lbmj$C7M|MT7K@X}qY%+*nKC5sM-lOA zPZ0hDftpDU7JDglXd-_)RJ#~o|Cv7^^;yxk)f5N}R+Nzl49Ta$UWkwA!#7{Ua(53e z>gmOrV-_Y&Xz%HD=H~npW@Dfn4Oc+yhGP~|CTpH+a6VN*_b1%OKs8#XfHEHpoulp$q21ReD?mjnee<8~C;tP~+5~`VlZA%}=ws*i; z^nS8+jxC{!vE9>c^P9O;7OxH&yTQnX+k?j)5y6GuUX|yc7H^L_+~F94LFFi&_;0e~ zBZ|<6q&0-hLFH&%3DfmGwAOK4 zW`FE~k;{H#_;LCt{XVxJ)t#(feu#Xa4iR8@P_8G1m~KPWhwPf7jqFW~@)s^A5>X7x zofY(8fD5l2v@Jv)lky?z*0h78BioC2^X|5|8~M8-@t1u48+a13m816HlbG@}ybEDX zcII6Vd>%Z7Nceqsd`|LTM~>Ia3*Fqx8y$J{gVFU$_87qdl5F zBy>Zu3V`>+Pj%Rv0I|^+e!9ztwLWS4odLYbhB(_iO2F|Zj#e;yeGE<=^%_^k99V~* z&4;MP^(Y-K6uJ@J{ZjLrUrbhalYD=BI7vaoHR>3*Y;p1!Ptg38XA|y-SvlsT1B>z{ z-4Tnjvy-iLWRRDlCh4NV=XH12w7%}cVn*~Mc4cQux0|b7AYh&rUHatt0?+ef*r)$g zEjq?^>@goCN0>QfDv?H8DUy2cuseeZ{yyJUba*FeP>=(h}Cs(>=zTVw2Ud;Uf)2EGG{BA#TeLTTf z)LFLDLxx#;Bhoe8vx0bUW%tv_8jYfbBARZ+J2t4F`a_BB02^BoVbi|-4}wwV38T-Jzw;iZI2P$epIx*8eY3eu#XWZ++uevEF8=;rdq$ zyIk=pLEi8VBl_+WMLbyrg2abdO8IfBz?>{8Sh8cx%N#(tyMCTN1AEyXMG`_Ujw5)? zfgNs73x@KY2Sl0xbB{N3GZ7mhE#ZYJpjC)tPba%KCiWiK5sk@q2 zju9Qcr)(0@NbQ;0S-E+A}aPI(NK~jJQ!@<2x-OG zy@t|9P34<6<>g zE5`6hwToXN%BaF(CR%-^xdKcJG55)lr3{4iP#It*(>c}UvhYEyc;=0oHg&8xYD(?C zjYJHMYbCteUJgnl1ARbBMi(GZR2Gk&Eq3B#{+ieYP9v>=f)B#qeL5Bz^RD8gcfu!s?qpY#A967QkEv! z0?FoOs{I*^8ZrATkqZ#S}M(8rnp+^kN8 z5(^EiY6APvRG0NO<2nEZ!4XRiLH`*EVuG`g0)hhn6T|`)0{;^>%Sq+^w;ry?8#zjd z=l=sgaP^jxkW8L&(zWbN!KRJAE^6=%C;ee+l|WPQM+$V3F|oG=@v)9**)tF8-M~HC zo<;qmU*6mP)z0us_$OXx!Uuwc<$sZ4i=k1xal}n)K=!$X_G@85oKoN;viQfvD5%d| z{4NsI^^c21BTrtqxMTX6i|;j_xj0H*B9ON5|HH-e02k*!b1^;JyV#?z*E)jVo0iQE zcb9=FU z%OB&4zX1>8rB3GyFxM!&xiVLD%U2oP-t_Y-?rJZwr+WP0CE#!R*f2EbssCzt={^H+ zWIb8{#?X7Rt)9m?9kKU-^#%w6{7%D^FCQON@L4q#v^Sc|s`i=@E5jw*Y zKb5$1$;%O86t{EpY|ca=ZE42x+Bav(>zMoXJnOnp$twOSnWj_JP3+uN%ij*s*6UwY z->W8$AQ!Di`*mJoklOpZgXM`jfUHrxi4_n256sN_G3t$32gmrQ>&v=dRQ_5p$i=dVPMde9!$e z$?UW}kG|;y#q$G7C!pk8c1_wVz>E2Dc641IkE#0%^`gP22>sJvngLm6QlFcZ17>&ld1tUPsJszzu#hZUG*zPtsyi=U>;PFS-2vYhd@L)v z9eoCy!uFp8duQ8$8;lhF1qfVBf&{O-Lw>%0d4{h8=6;3Dy5 zb}V_NnW&x+(9GgKz`em_zP!*6&6JiYNGPbYb8I<#TB=!#(c`nR;c+PZCYu@)N_@Fs zRiQp6t5}d&z&eTHsc?Nv7r~r#wi1J*U9x~gM^yX-Yi}EZJ2u7{$WNW0PnmIg-S#e1BG!cT??wWlzLZQ53hF51qJ1gB9)#z@ zk%IwF1_~&AM)?hQs~wIE%v{sLu$kw0PH+>nEshk7Eed>fBlwjqPEbHYM0eMGKNx&? z781}9)zdZqDPghYl~;%wCHx{ACX4|=IMg?kzE^GgL)3UqD|~)-KaHA+DE%{`8UJ70H{O{!@>3LWI^5de$prvYEMz;5esyqA*)4l@ zfM1GZ3x8{eTRne}?mM+EmVMVRpNZLT3%giWeEsa!-uK?`llq9jlEe{Q>Sry_uajt_Z++UYAU*y%<)s5R;g%%NI-Ibq>g;WTe_NO2w$IxPMUoW)(J_CDArDT2Syq0Uwe zQ*gY+fr*})uE7s8z=5%wny$i^Q;zZtaXlL_jXPS4v770C#eDn83vJ7Nv~%2zN}uTi zODufnhpK!o``evcwqVG^NPB3(*R9;0R!qJN=4;}Lid4UxW64?PG8fj^RxD{ToeyPh ztmrwD1+;drd-xCLHn6)Do*^YoazzL|&mot!+$zBKU@JPhp0~B~H4n4}KL*LJlA<^c<~#+2F&(OrfR@O%`tC&VD5$?$4PfjWX*s z5i^Hdg8Nb`ATS*N1&~6YQR=-^zj{C7L~jI);U;%F0PqwY{oFSvtQavn641mGL9o-g z2uNkW`t-^7cuw)v!y+yr9b31aqn#^aXhI~&W&Fr+(=k0xYJc-49cF6L+j}o(7M) zPq&;R<_cMgGE!@V?e9-j7_0~%^XW6Km_+8JHUAFNeO6HAyDgncQhqGIFvn3Xrq5(i zx6Y@_Q#ivH&-l5E;&(sVb(VrCOn>%Glj?+Ys8uDPOKj)#xiI0}#w>c$)Cs5V|8v{@v*);%w0~=!;t-luFEgrvL_q*>(^k!+}u(F0N~p zJTh|Y3@)4j1!K3kks&oLq4#K?_M@s>KjSd5{CN!^; z%QGj7Prp9>Qoa(=!F-IWg19t&%nl6j8;>(8HC_FGNc+mLxPmQP+?~c9G zTtY~24-#A(mqr5w2-a92I6;Ctgy2pH?iMt-zXQ2<=H8ik-#71jKUS^UwfCty(y+Sg zl)zSVf3lLr;gyNkjwc1|jh${P%>3oWk&lnI@-edRY?-FOQYGK)?G_Bf*A;OA@Av5k zJS;hs$Y3KZjF2i+KhD&7I>LdC1XIzUw3vw)`dN8YEe-I=x3q-4GjSORx0%82+qwJ4u{N?k%}u5_rr9BE5O$nb*m{6l(_pTKpL%cB9Nqw8W1Q~hfa4TMMi16XGif5O`RG#TcNS_}QmD;7av0jAJSK&6eB zQdYPfRh+c`0mnr*DB^7OX4*Y4Yn%Xe>S|cQHpe@d!(Hryg6n08F5W<%l_aMB zqafw*ugickr7!cb49NNY^%_trI@?7e>c_luf-}WL1Q~$*rvnv3kDKp3X=Fgqnu=U-ZjLNlT;p$(1yCJF^Di+GoQ7T-tWW-mq;HuYLuVy3)Y6MLyG) z{Z^o31S3fm2SV&BW;NL>hLi7r#mje(3tNG*g4(($6p|i)E^X}`efGn58A@kCDsL&x zO8sf1dGt9P|5!PE8?h_Wzv6D;|6vnwO9CS|t7#L4|87q8%-1Sz65-lguwj6fP+kXf z_rUP?vyoJZw5=?DW4@8p7i<(GD!>*3Ou$wG4{%^Lu6%6-$?i*o-!o81DIpPhd+EtL zBB0JU@+}MQ9VP~lCACUp!KyX{q0DeOkXkizV^zOxmbxr3GJ;5)B*E>|^NhHDAl+(E z#B%YSFK`iiqSq$YrP2N$0Om!cgeg8^D^!u~FMKql1EC|i zup)b_l)aoNfZnviPFziZx?2l5M{o7%AV#;VS^bRs;RarLkCYxyzBQ0V#;AE_-x2v0 zI^5axXhEf;5zXLj=Y)Z9Mf3Ztrq77iq&FP?mV0e62?%PU6=0aQtZXNB2gY(Zs;UG_ zhhjIR?838s*c}bRIx*1v;Lr}*mMk0M>~#a71XAq8 zBCgcmM-Rej$F)GHh)%w0#KQ+g5sH0ml)qr4U=5I1oahv9EW(%ooj7Se{aVQIaVeqh z!`0XAkidc!nRZR5?4<;5&}#x}Ta<%z=Tx{p%nh!mLigB>B}_P+6oNqRuwi zZhb)yXX4H_>24)K5BHC0E>_!c*i637@Lrt7*1(`|#JCz1=bz+y<_59CLFZ8|h(F#3 z)%RnUbil4~Xfbg%xP&S&U^}Az9KtD$Yi(>dGwGf|wN{OGk{;iLPf;8yb?gl;zRi2^ zT+W&X4bK2b{l%0%9wo4xwvTUpxG(I$kaK0Uzk_%ynm$cciB99D*^CfekBOIuqOI9X z5L~Z}m&a6;yrVFwSB_!4&xTYOWK%g)n7T_uKVTS6Tca^4yJ@JO(nui9*(<6d@Z$mA zL$p#n9dq4iHcB)D{qi&_&aPKRsl}s#)@9Ez^G&BDbb0l!Uk{p{I`b!Jd-;f1e58h1 z6d%^TWRf!Mm~%z9(f>7OR-?wRk6jd_*Ik}kZ1Jt>b;Qp4l{&xfC#^y4rJ!`mshujuDAD!|<~9HRP3X<1ubeTu7Iu;K&rA&{%T?YIC754jrR)xV za_MU?HcHtfM9z4Eb?lRqRTXNS2?m`w;CG7Aux>4~g>DDoydmnG)5fa&uuu*qOlsIq zWEj76?;GWr-Vj~iO8K}CCOUCo1;W|47GH&WO6ZQXb^}#aWI>9_Hp(nUf&z~`oPhJ=-CEoM&d+kBbshWIXCw>qn_>ed;eN&Hm;wCH@M!b>G7m@WxTF_KKZ(888wQZT~1T=&7vAF?VEh8 zqi5oXr!)4tZQ7A-&f;d&jx!J=-gRDY!GN?vR3i}yW z+^_tH%(W%bLw^Kv zUgx4&M)XGiEBYHf0J>k%g(_JE;3eHo;o$|{*7e&W4JqMcxMJWGNEG~YBN^I8yFax5 zMSI3J7ml4=xlK5*l}$Ke8fh^(u(lHEN?YJSOLj0yu9iHuJS%^_jugUrbw zo0G<9C`I#PS;1)2yVM!02C{3Sk$HZ?LLcc%Gs}v>3owFVanNSs7guHL>GgxfTw`$pk=*;?WA@1JQ?L1 zU@C;?2Ic}V)s`^x1s11dU12dY(1ezNz2@9jSe7{d2b2P3rBDTU2YytK-(2rSev(dg z;V+f0pjBu)Ax#$vA=tTYkq6j@GqlYDgT-67JED2ln-EG1OZ#>IV+_h|fYWN0i9C%tbD0@LGnXjsN zZ+)0sjm;)i-R9NGGY;UYF=y4wsccJ^*WhO&Xr*l$bKU-dq)txuSE*ZJ+-8KgOUFJD zOH1jlbaUUfu@)^4PR_urZ}Vs-y(WZNq1HH1Lz4oQ{9i00vySfhc;j+3O?_l;{bIi~ z)Kfz^i9U->Ybf$gkI8+?iP-wUjZZ~DF8R#iqbt&%-t#|yn!~L|T;dWzMea>m>Z>ooyJmg5tEqwX$4RuxJergkrx@ya1;1rVUJ#$Dc zB6amDgnk)U*5=tc(I8UqiPmyuaGg_76{D(EckVlyvg_Ect4ZaJsnyZ+5xIhG9CFX6 z8ILgYf8}#g0`?jb*C2c$yEx82#<;-xd+jD6>1eDn@^iN24pb$mvq6oVa*8M!CCv2$ z-$i~JlKmDFyc3BM@{yVvTX@*}l0c7#59R|dtkwE=6hMl|b9n#26>-;PdoT?jdU%17 zl$gB6LX?E+heUW)#?P{vau_J>tawybetZF2QpdUIa;T{^s`#S;8w!L9?S!)jL!Ar9 zCq?o?*hfFk2o+VV5F+4J={^y*GRJLMF~?brAQ2FyO65oqDvB-bev&e?T0w*Jrp7Z; zUio2k%t0H(8Nm?L>Fkdc!x)2wGYt1kNDThR(%}WH{p*6hkf_XX!EdbfW(EY-7(Uu} zVSM?oB*6R8h2Ow3KQ;>wtqsXJhGfY(GsldaZt~iXKLDVE3SPeXjKmz^kN=YGTk+;w z3P#lr%r$h3HN8e%fK46&lvF;6`_bZ+Cya{J8N9mUIxat;hi(^ z)8s2^)g1cxVJ1j3#SwkM?Wdc){C*V+pHXj228r=!yhv#9W_OI*Fef=~EEN#TjtFem z4_FJPtF+cZ-brrybt^9VaoVaJgss!T&n_clFd!q0H{$Z256|T^F1%wf=odjB11M^W z$Eg&ZVmA?47i#E5;)V@td!+ujIURBxtSlKW3}&Af$5_Rws52s7PErxRHs6x4d@7+5 zC`QR7J%p7&D=C(R>*1Kf*xqKGNF$%!l_$iA1BJd&(8|vl!~e*d6!S&JlH`Uv!| zSGYoom}T^HTl8Gm_V!{1hz~u_f{oPp|)lmLQc;lf9|b-)? zHI_cUY3vcv{yFK}W$V}@s`KEmiLrTz`Ow_*n^S+UMRuZ^c>!9X&i8maO_ppaVAlC4nl)zvt^g^jsQkrnje_$6VPMZKnNa#=kSy z8y-;Ee?wT$8N!45h9z$yQc}N|!7;l0 z?omN2psMRW4Zu<|+dg#&X*VJqcUAqcDFL5uF38v$`r6B6UbkE)ifD!t_5p@!%iMu7 z@P}XPtd}fDATsPJ`lx~*Yds&&T109u-M8|x=OyZ?W^Y6ZV-m{~AqrkV_G`>kwz)O- zE5+gwXf;CV{+@!}@d3qJHD>j1`*ZI-xub8F=h2?kC)M0NxT!)50{8mjim-Qg^G=l5 zkLvnmtc_yj%aUO~@^;l=t7uzp07I90yZQs-Z{7o~qBhSGReW@8JerBf^{);89{>f) z*r<`4CMlOnuOoTqHWm>N?MeQh#C3jSk#K<_ni+k?{`f%n^utU-e#M{89hth>n`@_K z#dRfwAAqb@O1AFjklgxp99*BZ0G|4z8(Xh?8-Ilb6I(?{Xv*^Cy9eC4gdCM|M<4p|J%A{9 zGl$iGGrJJWt0l$3$oA(%A)45|%J~bhIzn^CT~!&xeoQc)<>S|Jh@0BW_qm3zWq0_^ zILR|#OUd#uDyshc(iDms(KrbqFugyAL?E4||-iVIKLRF5{ewRSjFro{XBG9ZRE zpBt+S5|z^NklckutqURWzpor7bjrKk(Du3+-N2^X7cew ze;drV)tJMLeN~2LJ>o8JOnzdBKbDmSC3t$=!XZQMqN%=OzF;UX{g8`$Hr|pN-crnz zb5Inq)yS6fGE6I)>yx{xcAQAFmi)x_=OWri$z6R})Q})zpU0FLbNxkl)5Aev*=5dP zkhRCVm{o#`O3m3LjNr+_M)X5gNhd%I_>A&AU|(~2eh=(j+xlex zte|;zk-+_Wd|}TaqVd-H;Ov@&&~KE(DANM|7^LjUd(GFafx`DS5l5AWl@zT&ai7|5 zX7-lTsZnxo?=Gos9(LviQJ&iedpEW|u|F?po_AO|H_L!9wO7r88F{iJ7*Y5X%wOJQ zspaHmtK~=&zR=MEsDA&gj4UOA3w)oe^=!IRLBfQEic)3B?Nmii-;< zE+1`BXB8mBO*ClrtFWO$gm%t*mmv_^{$)Y)W~&$RhJi%vQS{}vvzu6y++kB6)0R^4 z``pnjR_y0JVDfYtB>)>9ghw^o7->Wwg$df=y3`r9w$+mony&L&cK#Atbjw2oX;_yyZSu3grtMGP;;JyDZYHmP1e zi{zV2(X@R=c)o5o=J-}sTopVgy_t~u1z!;&!bixDu>EvjEUQ&)j2r|-8sj1maw-9S zrUWp>@noT!xmY2PVW&!=l+(qv+oG9?F_+K>k__ zM$AdrCBn#a=99Y90Z2gVE(stZsk2QRlhYyJ_a1=3Co*{RZa_hAz3@5Jj38Hl}))#99&0{{Z^$c=8x&4>eUG#ab;4v%#meM@U6uapkNDYb&o9_u_d9z>dNQ0 z3u=F`K2+7#9a%~%D$8mY%p~G-^w1b-8%;MS(x3V-31u==%vzA^N4O~am+++wB9PqS z5C#Ulhb1yHep6K-LXIdq3+)aQ+rOc~8F1L=z>Ushqv6f#OZ#sPVIau4>)_EgR0YC~ za;y7WrLX`yuptA5hO|;HmPllB?$6_-A2Z`}WODxs_X64=t5lZ1SXduY&|1J~_xB*l z66xAiBG#chS3r-0tFD{ycKl!K)4< zZ0c&?`^)RMt~2lUOSoVK*IkQ+Hph3xg{qA&bkok?%J$jvex9&g25Wf6m+Z&d`8Ivc zh`E39O;o&4(W_1=sa7F5H4inx%sXh)%*XpXv;Jb{ss2>0rEk*do<7Xn*L%wHZ;>F9 z?J(1`7qUa=3j%AJ4F=1S@9s3sZh0llZmPu1u6f1HuByb$E~{9~E*ibkgA66y6skhq z3}+5Pm_zyVwyMv*^aDMK97>sO2OoFcVtpprLSJB(>CEk4=BBKki)joTc}uV+uO21! zA9+LyZSa<3APSnP#yj4lBh(sT`?f#He5Z|doUKDQpr9?!eH4q35^Mc2@dE9v_}5+7 zFT49(yGn>yAJa9eNL<_rOWFWUY-R7wQFtnl`SO^VlgvDQm%8<7(frQe?3hM9`ErY) zaX=w?Iub&2zb#7oX%^W(vl0`|(3}MBs*meDx13V)w6lCN?siKeY!5O-`Vw}N5_%KM z<*FsfvXzw9!U6+pokxLNHzJMJ zZai5oM&+`#Y%t_QLX=oO%6>Ib=OJcJXxniakHC%&q!XDBUV*UZvZdDzQJtP+WU?e8 zFf(O?gg7uiw;AiRAlv`A!_xWwvFcfIn;>Ae^g>@Oi^&6B_xiuI;o`A7ev7mcY{@W6 z4_#oh2n2o{4dyb*9`o3_R6kEu&# zmNPWOT^KLgWd#pFvGYx=VjjF<#g;UO(FzV0(P0iuijCVLkse5vakCkLQpbE4Z>-KU z!#1ozVynjKnP);Td-#IdTJ{5iUuh6@@Z7#c&1R)P)IQfjitm62doqTB#o`ec8H5$Z z;}KniKGU-1`mcSUoWgCc_yh5{o;*PdW1VKh6xu_X*$(-5ueoLIWo+JD;#HHq7$h0` zM(59=)EM<(1yvb^WbRU3SHBDhA4e+8Xlpqw2=zv_)%>f`8#hBYbcn@ zoaTh+a=M*5jckMGDz(7$%}-3sjld7gyM9iBD+HtcTyR#|My^>RLew~6PZn;+-ql%-``zR%`6q2<+T5iE3q~=zjSV#ZH$POONi>2}&{gqG=v`cw2N1znDJX{Q zxdVY^X<;u9EUcS;m@jK{VLo-%_n@k3TfcoC);wHy3-1jxrsjf!hAmL7WIKy%XF2qA z!(Y@1RlI*q`DSL`ZM}wwqTwBzz{v~g_#7w0x#W%x!) z4f`6Sq)eomq{vo~z3%irA`w9FUfb# z0=qKkjGP$uvEYj-ibIXwq6*i)K#K|OH~V_Xrhkt8G@d9mqRm3yg8o$|nF`j~azwiw z=qaYoT9rLTPB5x^NuOK_@;#-6v1pZ}(p#r?nL#!xA@UW17nKoRnCsJW3*Aqa<>dlv z((1VZFFRAAO{z@$X6+ld}N9qEygfn1u-ZS)riwd z8*A4VYmP|Uy|0Z*t(zx~Uz-w9U$dKMX`3wu9;_>G*7g(_(r~CesVWKlF!uIqd#XxF zMfr$NAvNVzeHL{) zO$Z4}g&&A|`>WPN!tszGRofr{uT5ETIN(d6{y=9oG>9U~{VPp8cU|+=B?%)~w_t#DG%qa8%+uRtvy*-L za`ElF7=ak`>MXBB@6}n!aAk}5@2V1q;VX{cvsDuPe~ak!uJt2C@4sG!AYLZ!>s)}- z?m_zZQMhFHcDTRpRB%7tap3CTabS?$l~HfPXSdjBgCb)0iqiOxU*aCgb#-R^bZ;!Etr$NpEETbxn>al3OT zPq&D(yJOgSM&oM+NH2l+(ZQ;uFDip`Bix9l8+=yrE`rqCU+aD+A6Eg|E6c3%dHdoVQbB2PdBvlSn=p(wQqR<3xNsUd*<;2%0K>KzTy}eH;kKqmMz@XXOLs z1$D3V&Iih@PF7?kGGxZswFRFS-$;P=UcW+)TyCX z?U9mll>7tW1DSE(smeK@ISRgTcDcAe{nizD{^>G z2;cpkEB;ba1X+3=cwIzi&R7Lw9IwRgRZjssKa@x z2re%C2XPPPu-df&!nP(n-lpkavi(cWkJN~;1UKq7_|D4f)^jDgf1;5xpnt*+Ke^Cd z8X=|_1GicIDGmjj*oj&*Uqw?(2_~b8uYNLJZGYEfK~?L`wwNxqzg%!`hL3Oa>BK3(XtPeLsk-s7&z4=p zWlqawtCp3x;oZV()6O(oJI|M1Qe;xQ&-@w2ERQJ@e#rO>Et01!zVH`%OOdju0ayUN z^1r|Y)8H9re7Iso372f{J1GQ+)7h^Ne#OV#$nQ5mo<@F{2rE9`MtRU#&0QiUDXt9BR6Hke zzw`ebTX&3F;#<<-?@ML2U4$t_&Xs`NS!_11)THPZ#T1xMl@n1n@7dWUN4sBbEKrn; zYI~+HNa)nj$v*Xtejo^fb6k<(S+`X_ZNzFhi9(6}6@7D7jv#dW9X%>ApZu9g`_;?2 zLWFX|u0VO%t$5%iD{lC)bl_znK=Ocv7k;b+Sa{)vbdF^~9weM@CUmS~;I>qCk4%65 z+*?&320#2*9f$!)8?Xq%kM#iyAVa_+3_msoEP%`b3lx5A4OjrZ11zHOV<*4@$Q7`N z!;d`yi#Xhn)A1(YwQV1NNph(Tpy9`g^`WPgj~X8RP(b%oOtLLd*Tc^rx%}`34)e|O zB|LFc$1!4wX~-t3UJsNDr^NK}NJ14#y`EQ-2*5DoO%%P1zqxay3Ou4rA|pCBG4?hY zEe{=k{({32INO&zT><$4?|`jElUnzL%_ z(heid8w@$q8w8VYDRgfLM6&gQN#c!|;xrRbS{PH&Q~n8#6!avHB=kg%MD%!$c=R}q zxL&I%=gs+uA&CknK?*5n;o*$y-D4Us?}&vu)<`G|ij^z~v6>DFKLaeI{Vv?ZUjP&h zKf?_ak8Vj}I=MIo|6{hulqkk5=WWC1hZVJ(vntYReyV_|s^$NIZcr9yKHNKedBk@_ z0JQnYt%|t;c`7@?B5(%LHK1RH zgK&iUi?XaJvPB0jkdYS+P^n`YfFBMPUJB+$^;rsNSV9ph$4xJ%m>b|iAam4FS3#M3 zi}Y+MI42GZjwAr9&9j87ZV)Pkf_0*2=y(r8Hamn+;W4`Lqu$k~2JH<5ye?naQnbaL z3fTk2;k0Twxm;#+FLB;!rGIk@MR14Qa7swow8I8>Hdp zkOR?wNN6v)w+J2bJt2O+$=4O|RS4V3=w_lFVY8p^C%P;xWk;x#&>QRk$6(>7cHcNVk6M_LD?;_Zvsm#bEa`HrF5P^gNGnT+O= z`m|cM5}NKs8Lq%dH73sq91Kqu_YnP`nUuth_XV#<#54oej;P|p;rcGZg8QYm3tB1#;hCMDPl-n~r~tqfc<&&|urSxTV&f z=GCKvPHvS>W77OVJQdRzk8}r@b#9zW4^mWpv8W&p2^bTX!)(@tqQCgD7s)3KRa2{c zD{@)h43ood7ic??rUA~bSwYgv>7FwAnbP*%LR6!(3focl^0O6Uy~s`j?^-F3JO{;$ zWAvp-;1{$T9HNQd0A5I-==*o~G^H|x7|-Z$IPUAi)jhCt#RN-K@AHuN3nCc7Rxc_- zDNNs8!a@&K-}{*hln@ZgKhaw;Pc({X{eqV6MGs?mL<1$<9MSO<5~iI*j1yQzUED0bGqM| zKxuu`!DCpyzh?eOlKW8SOJ7}hwmid;=ezIMB~UT8g4+9@$Sr?%KasO-ytg`h>11T2 zGAg7`x|8#$~#VM{!0>rp_#|Z*6wrogC+{5aA$NQ_6K!!^MfR*WbBPJ zJ%Ajp99ne}^|&vQEQ%BIiArnBk_kXQ;Ya_;Cpqdn-UzW9O9Ib}Va7j)FeN^@#7DUN z+*Mj*zLlc~!xKb^AuBTe0nvW2@`_BA)0B&l8*iLoOr?LpnChOJniG!3Cw^P7@oQte zF9TK0nMCy+&BemSfc{YNQuJ_oH||Zy{cpS6jS)3xvy#cX} zQS+^HYO{@hQMpYHxlu+-p2aG^t$mV1)xO0oKgHC{czz8=km^wpd{N8i<3g0_1AV0d zyr<|HY8)MyO5B7$3Y8Gw5)2}#{1e0jNXo?hNH2){kd%mfkrau4nDGt&Y*xdmShSzt zLz#Z>{_xV*)L#&osVUgS1H30D1x8_E9fktiSIAN#Hf4JNdEqt+C@>2%JU55|SQtV5 z0r9tEG<5Cx%nS%Lyzs{P$KN;V{gxtN+&<~qZPAos51N@S&=@Wn!BphZ&<2-gDt`JrS?#3rBo&x{PoXIQxj{SJ)`*=EqqI{1xoJOE{729y;McM93P z&C}YSAKvvRQuWZk)>K->l(nDgKlP7RO3=SFGA)q?U6-JlwMoTJAq%RhOQGEVgqJqa zbzXuL3r`PG{y1feiK#wwG@O13zkR4oq!9MD2w`kFnJos;+xaI{5>_i)OU(=dyS5K( z3NTb53|Gts)y{qc4%l~L)wO%n0~iT;lNq+}k2|D{@YraU>lD(2A>oL~<2|y<_+Osu ze?RP$Qg{To8s9ZIpeAAGEZ_n&c~Kv#{cBtezymEgZ%F~SQalXD<$qxScl>|4PY-Qt z(FnBtU+$;x(8C#&q5pqe%m3{ zSYo>hmEp|ZvHR$EII6U7Ri#eR|MQ7x!D#>U^8VHFe|uDX@F8yhF7ZDcLR2?VDuAZ| zMvVfiONqm9NMS|(UJ_K?66WxyJ|adwI|xO%I7Wt2^RDoguRU~hkk==XCk#m(y)>(x zq4GWQ=_aEUE@r76r;OvEJUw33b_aoR&|QAxs->DU4N7mV1Y-dSWB2+biWZEhZN`76 z6G4wc&G!|YEn-nDrqMg8Q&0F3>@ST1MijwVSQ!@aV~snKoDlbHZ5*hz3Zb?P3BTwYCco z)`auRwhJwQQ~)19F908w7L1@RHNYzdofMW6uw#m#$EW7|5-t*Dhl_kf*Vu#3(s0E= ziIwWXx^tLwt_^owQ|?M? zh-I_?q%E42g!Ve+OXcT?6j&yS7Ru0ZU>|9Si56L|<5YI}EGkMA_!78}h?Ru(YnJzY zjv&H%|E#MvIAXjBXA|I*|5D;#n)pi~d@UGh8-3so1EQXsny&?1Bw7(Jwh_LxcmYry z(O)9_OH_Y}?k_$0ORRs1^DpuICH}u8{6JV!gcHtIZAQ}4r=Q?CSiVT``6DAw7NAsQ zWnE3f5rec~6m5ZlJ3)wgYHGgk;V?0ZVsRdVe?10^JqDvb1YbM`(>w$tB0U5LJ_h4G z1d|~=)GYTHjP?*r3ja_u!(+{l!SRp51P{UbkHIRB!RQacLXW}Bk2NDd)SUAe40=50 z$6&3;V2p?0*YF^a77d3#a2g57YCv!`90o?wFtL=hw0Ib%88K+W`J0pl(99?T3vf;b zaKP1uVP*kGx&TLRA!Zh?U|qNkSzV-$)wQy3zsRUJ~C+5`}sV)@ZfjZe#5~-SUzd2K$?lz40pFj zwK4R_suQ$28p`@T7h5w*fgQZz(yFGbYeGtNza()$1B!K)%u5kGN2#;KXonwC?xDrdh&>zNfCH z_P7DzOj?GG?psmkxhH>``8hZ;Ogt@>Gc~AAZSb_=c?Z8sY;y9z zJn4FU7DcWYiHm9CX5hXfkQ_Nn-f8%d=8DxuMIOyPOV??&{NpIp=iL9Lzz}BTE}U8X zyq1$xasYqWx0CW{P7u=Y-Q#D>Kurt-z*;yxwjXtx(?a}F63rNcEr7{^0VSAd#lV>z>{fSxd zrWP>)#xPFx%Q;|cWX<0r;F;VLeTBu3`#&-XUx^F`a%NbP?Tg{IZ!Y+79%v!&H|2T< zZtfpuF4c>+FbgpjcU7+&`-3#dkq$4c&C%q`}Ll;9K%iQf6Y zJ?iA?eW%N~n;+fU0Bw4ynQzLX7M+YSyb4kIqW#8A3xyx+%oJ`lkVh|jG~YKWW5`#9 zu7BMG>qX@Y8c=}hSW=u~8L-gGZ;~fQxdzZL8wy$o0$!h4^o|+WbfPnh{HTr@Fs#SC zC*@q;@Z*bX@ZVJrx3a4xyeXn5Khe-mK>^0H0RzijQT`Bb$1&wdpKYw=9;wQu_m?z; zjK|CQg|0=JX>;u+eUuxNgJFK!I!kKY1syHu->1JiNi~#%;Z#O$jgz<$e(+^^4zo99`7J@!g*RHjPD+0@SJ??p^GTur zatg9?FawM5Eob)<5}F~06?Mn(t%LW{VFUU&HOnF z-~D%}%2^^EuTA!wfPTL03$unn!cdi3&z87t0Wit4`HgLv{8=%>A1($wxQ|8{bW@7) zDM|;q<|tOUt;%V^FVVK*WXZ$U-_Ga;tM^{Fh`%)_v$HqQsl?wrp9d@6{%d$ zd1-$-t3OTEuiG*wKJifH2;eG?coJvf{^`?K`%vQ&ae2k4ngXM=Gi;dPeJBG3$EL*3_}>4o%XQZjC&Fr!8YPaVjmt=vIR-#CUBqa$N_7jG?#vng>t5*;2%W%CEu{pAknx=zI0}UN)@r z5=SQ}Ram7b>gzQdYGW5ri6sEpmguS|{MRjpPp~h2l=dtJimZNY_FIl5>Py;OD<6a$ zczkmv=xD)EtaQd?`~|#_`%P^fZm1(iz%S28_k#M5a4j0{Wx7F$MyO9~?aA(x@7Q75 zk!Jrnn~f+cUG;I&jxB3ysLx^eA|89}MRXb(R9W`5%;iT9>~-B0{((OWf$ug!!MBm& zz|M?Y*Jr|LjZf$`U4Al8?{NkqHAXUY4&o|=>Q15k!rRV~AAx@H`cfY5A9jTy>G5R~ z2NvdKw;2-V^}2&Wyi85L9TN?~uMCR%TBG?5TJJ3}!h;ME~}>a(Jb zsQjp+id@!QHY{tX%;zUD2&zsXtH>OG-@L=N7}Z=L`FH~)=956uJ0r1gWV^Jr(q{IK z#;t#>GzXh zx?z>v+SKIVp5;2=?T{So7_`R^Sm=%zhD^=cy)G>zyQ^BXxV2fe*|RyeIVJO9-Jdyn ziS*w!SaSB5Lvo9a&+@XJOETfiDBgM_s5kUe?2|NeiA1}^OT|j14a8oQPvIM^63=hj zTV%nFM?iOg=uNrs_tn7-(pbR(9%_daQ?Ui^9*-vDm?Mu)%GIOLRi3z{$;_Seq0C{{v{$7~cfv1O4ditK_o!H<} z-4nEHLk#OZ>!Kj9{%Olm)*3cawibNK zl~}Ndx$;OmF8W6X&{^A!FR`V7=i7$IM9()Hy5j;QV~GEoJ!*qi%GlDhT(NKVF@L7L zM)?WKmam(deD*h3hEeA!*DtdGAB{^7kdz?&xR{{bEjKQlKkl!i9DdsAdFm~I3%FXN zoS!3~Spmb1C-yIGTxJ8MyC{!t1OX|A6z}ptZ1B$9haWttfZ*n@;t%VNQy%&7XXqZ? zJUcK7mmWF-MA}n0^KJg0oju-+r`Scy&I1y6w7`Kw=a}IBM=?g#`&ThubILQ?y(VK3 zylG@efH99#EdpXZ4Ty2XGdXj8g@cd#7Y|}Q42ZE6*`10ZC$GT*I_8aM&jr%Yd1;Au zSNBA)qoR(!P0zcGeIeM=XVDR657wWWchPLYenog=lICc)iFA389lWbTS;c!0{fRS| z%pE|Q;c<6`a$B2r!8ZUE5YXLfLPv%#(Jlc3v&vi*5NE?)1)qRgy=g5Xt0`baQ1zdE#n1olXDvFDJ!G1Uz zKVSf{5suaJWy8jR2-U3u0iY@%;-%u^4sbBw63d4D0bJm%O|6idLhx3B1W*U)N?4B$ zf&sc>Ra0EV2=N=z`2hon4K!9OmklEbIVn}&DtHc51w?2lF0zIA;pqQ>0rXNo9Q;v6 zQX6C2Ab$k>N#<&b^+dBEt|bKH7Q~k4@L5LkBj73;0T%);wiC_bxR!3f#h&L-BO^Hp zxXMPr^?-~0M6*1u1sU@e#F6LFEhAa*w5z}*8wL$I;nd$MFr)LeCB7=uS6s{i&dn$s zJSrn8kGXA7GXkEJxk}wt^vM6)5Tr3P?u zPBi<0O9ouLc@F%tl9PaIXap<_xOh)Ahk;ARz6J5+ImpXO5@Bx}jE#Vm02kkh<~Yz6 z;Ns77(3V})#^#jJ#`e|ar~Kfy&U9p|lYH^jM)8J}|H)YXg;Ji<2gb2kcVYq>?J6UV zon1}JKy&QdMBq?ES;-zDq~GLMg|>=|9ie_hPH4meCz{i7Eg!LOwFL4UtYsxX1I^Bk zfZxep5euGZ&c(G%0xrQk2Txhab-=Ya0`>)5LMNI_aVkaBBhSz@-&Kpp6cdz*fU zSK__ZxG()l{wSY9Mj%qY%g&3Rb!q+=M~C(J@HKq-pfSFE+Bm(At$1u3^mh?N2%9&_ z5u&dych#fc#sWK1fhCzE%iWJ}S8@bwLHv}l`0;L^?jt<^-f=oCMaKS9649K)kog>q z%=YItf$@wHBxWiNi;p}IzkF_G{Py{#jWaQrxDDBycqH^^3y=fFCt0w?hvpGD|aBl!v~6BGw5Ga#nF)WirR)n=2j(=G(&^HSK74H8E} z_l4nGn=WBS@^X@4qDbuYSHiP&dibNmqd4u*aKD#sXgYGh)E7F%H(lFF9v}OUp+Lk8 zogQe^T|GE0$9)bssF?n$3_9}J=w`lFv7%*;)Jb#WdwBBCtQox1oX@|Yz#AVmd<-x? z+niGY+MI8bCekkd_YC?aHef_zu~yX~+w*|o;#|bdiN+N4y|Z^C_F(_!LS=+OT41JI zC5Az2Wl2X;K1XrIXV!i;J8P)oXU-V3cTRFvk@SJhWrr?s*RPhh;m*iA#^Fn@Lkkd7 z4)%B{1OE?eZy6R>*QE^-+}*u!NFW4vClH(vAh^4`yF-FI1b4Rp!7af(xO;GS`%aOk z`|Y>8XXct~=EuFZu5IU3-KS2iy|yyuBk>w~S?r%3=n&lmF+n&k=u)aX?sm{;>haN2 zlum{)Z#f%yl@AvVuA)^^IhnOYFDgqfDx1MCDx5DW4KFIye^snrR7_t~Sive@svpuR z$TbbDw6TH4w5aXaGz}7SPcbhgTSRy$7>RpK8P<Bv1FEo{n5+YdHc)8DqqJf#MuUe1&)UU%x$y00{N zt2f)I2$ruTWo2?4S@g-LT?cKHPOW%-zcJfwgL$a)T

    mJ-WEa&~oYB;k4E1cGvmt z1?cn$l&|1@%;fNlA!A}WzAvi0zFFdw&rCd$&XFIyW*jbTy?&QzjPA&KZ8d}-OYQ{h z`#l`Pj+xJr?QC7@J>B7a_d2!#DG%2aviOxOIlJiVw!RK=$IO-3q-v#-r`>o|i^n!^ zcaq6oFQp4JM9EI-Y3Gr>(PN6M*=u=zxWRVgE?1;HgQX}Iw{qjppM;ikc0Y4A5^}I% z_i0FycuZOnv1Yv6hG%1y@ScCTCA`!!NQEvIl=YYShA2tip+x@5MAk^9gH;J?UCWE4 zIjwRh`gBHy_*MH*+UKpg7Pw^hwy*XY71@%q0kS_aI}1Po^X#TNSs8DOv$D-Fe{Lfg zY4=fnXbnsDrnx&^!AV7yr-?dsQ}|?QU-+leggu;d6jSDmJo9zhvdn#T@khqV+?|$R z!6Zf1uc_svdDvtV*y>!O4mJo&2BtHT-#CY=;ZZ1EsiB}K4*b*)`pk$MI;<~rfXmvW z_f9ySC9Ew%`oh?G*E6U_FUjfvGHkM@3$*h(9);J&AW5Q#x&@o20z-~Z`rY6h$omZh->y}1*v-t zW(3j?dfr|QLiIXH(5*IFXCQ+k-F8cSDR`Xn!MsgwEPc&xEC~gf(uMqk-ZA+J@^h+a`F|mqdpOQEdl#NMdK3xz%#2(}?%daoM?fgug}7;+ z!HR1ZVg7JEYv~DMUY5f&atLi+mfe(-d2FcjndHn|%96V>yuM%A|M)SYx|E;{wdl5l z#9R|cfM-Xf(0^haoYzHb(#eezPybbGSQke?G70514Yw9YS@fpoYjQup>Eo^S2u*h& z%Z^7lR^yofTz%_SzFnjV{tmCTyu}1z9aFi;g2kKShw)T;lwW0GUDLXQsiM{>q><7h zinWuk1OsEOSG(3uvPLy8kqSZOc9vr)WoJQ?(KI~Fe<|a0jM@^0Fk6U?`xr_bd1^OR=r%Kgk9^A1TBjbm;WRT`jcGE}IPnvYm$#)T z#%`4x1BGj%20H@qeyM;J$z{#axU)?yud}V#C=K!6I4;;S&Ap_eubw*(v@p%nIWaH@ z{5+1L9eykiTe8m55;)G5f3lG@;I#v`P7>z}V@VW`^(Z2;*~R-BNA3hXhJ}?=n{M9- zD`~H}amTJ>=t>W~<`d~n`Q)9EMaf+W*yQ3=mbRpFma7~J3wCcN)a0Jlcu$cKqogs- zVI!m-q4GH&%S&0Zi1kH0`N3}$NPgU(K>z+G95v3#VU@spis*v1YQ-3Y$k$P+9*_&V z=BwB^sti0CI(b|qz&3===huaI$)Q$^8e+F>Fj-BXcbd1NVd|v$g6GlQ*ojo5Xkwe9< zb39r__OyfW7XuR);aNujw+eGt05>jJOuq$0B3R%ufMZnP+JI{qzwaT+nzn42?6J|@G$Dr+m@GRk8~| z+OgwF-Z_LiUAH=ui)JUGheGl;Z}C^@)t=Fh)jb*rJx z{QMA3Gl1m$s1DA%-BD#z)Mj=WS9warJ83S zfL$Qi9b!!Owp*v>QY9L)>*1YO=d;;H8~$^hn~tFm_ha+ha6!g?#*L=@&HIcS3taPQomzXH zOYh-5uY^0Z!#1|ZI`0)5Z-Dgi0n%3ut5os1&R;9czxO_#JoBo(GHaSt)UJvsdQd;K z06wR+@)p-9GliG;*1MCzZ_m2Lx4mjFE=k+(5qBpiye7}hZrcoR>#jMrCXxNEx7(z+ zvk^8E@X~Gkc7Q2po=8}X6|4e-eK>y|kJG;Za|U=SL!29jOceq$7Ymt(fYsIfVgIpe z3Htz6SZCqh%jJTnAnHDRXA(QwU%KpAg(DGf$mu!Vm}EHc^vZ5qAW+X6SpOzF`R?%G zDHI|?M4-E&DFb4IU#!1~{fxJP=Mq7k+%^lDIP%NF57EU+uMnVJ5vf+oiiZ$gjm?Ex zN;@4M-BLT%l>U>$VUs5@BjXJtP zF6B?JkE$sPUkcx^9bv`l{%<+$`BQYueA3MQ0iG3>?yQHs1ybK-q6)nHk$_qIZV=$@<4-j$x<_Y_-vg7n#Bj6`v6Q)}WInA$pTk%HtEHuF`~RBH|Dkf%3NV#V ziNT<9lhr<$7;7Xii*k){jyEZrj&oIFv9)u|<0EsX$tM+nuHZkq#cz{$@&X6$ z{M}HcipqdQ`b#46131y#mL>Djr7atN?TC5mOV+CCiLEAPcxndf4Jh6b3J)~|&TG5m zEfn;;J`Yl;-?4OTDMZw{Ze~h`pu|O ziWLFxhuFvJoGG!7c6e+tpB7=tXYm`ewXkopZ=0_OB2ANmuDBQ^Gq#J!U7Fl?BY&T! zXHhydshIO(7VZb{_N8er?_17`rU7rs&luT~!9g)wa`S|cegIu+B=LSEau<*1bAW9! ztRhK)@TU;78;^l%)VGm?{=`IhFt=<>i0eE@y$9zTMBy?aOG+`FwMz_~T!a*?z~E>L zYmsRxi~>4eJQYU5LYc$`x1_lbR7f@he80cVr|#w=>`LlOJF0ALJC9N~=-%ydmf20A z5uWF0Nwduk-*D-=|);kq15{ ziKhOaNGqG`3Ewo&x2H?Ex#nHfon^G2DsuvI^5zdNC9edQf82GseMGo{x zBVgC`NC%*79ib+2?poSCRRR`p~!9S=4=e6pRS&uyl48m*)EQ@0P^3B`$La1UE5yfgQJg&s} zP}?gac~nk*yUjIGW7jV6lwm(Jy%O^f+N}NhVWIiJ;YUW47rE8`}f5lVt$HgAPT5(Uf0vqC^BwXYg2d>qa4=de?cjqz; zA6$W5@xb13wdpAEuJ{dLSNx+Zuq*y0%LUqkZ0+}PU*-tyC+AYQI_ujd#MrXqsCR>R zPxzwK*S+{PZGyj|FCX6pmmT*}XguSKwgIJvULHcA6=0WrAF$UC4ZOi#9N2UJNQhle zyDW&Swn92asPFvxA+gLRsv4+*A5re}<>$2EFN%GPIsn-W`+DXH$9k#>mzVFRy=Y{c zN9oPT8tm2ie=+RuLzUFD31l(szdpLi&Xhmiv3fMHtZC!>MYBH$j$|z;Y{&P`8hW{X zk)2M0`wc{dULu?KXTI~;W5Zoy-TcIw*-FCnez-tMCs zfiWp?c;>}-aLTK7TgC?ty=dTXX=*~_m{l>Y&@TcX?ozP-GM2^1G+aJdBH#;H4b*G{i zq$PY^`krbw=&`fIrnUuwJn89V4`q5(} zqSoutrF6R5(R_dONuy)q{#*+5cQb86(sO^soTrakZT&rU5MoT~Ha=v4M+1HI2>S6H z7(aU4+sqpmqV3uv`j$BMn^d%+;9^XIG`XPY@v&8S76*q)e1wJn?>TGol4KnZF=c&rzLapcbqXP!# zu6Ew&37`G$%R`O5{4N0pQXR5N*r^ED*b=Y^S}?3@)eMOUAKf*U1-V%VynhQ zh=YL^CETkiC0R0D1*uTp+yNIyj+N7Zwd+E<7gRh) zJ;zmN0H{H^P%d=kJhmagCX`?>GA73?Q1sZc{sUj_yixg=(Z!(-vHu%B0b5WC-wE*s zDf)4Mf%6ryjz02^Yg*vZ&Hrb2I-5iHdb+e<8U%I#dri+ z?5*+bJX7H38$L|k2YeXQ7mU*hDa8yEo@dfTLIS?wz<`jzl<=hl+*QW>#8~ZHhqpDf zgXTJ0CjY!Y;OaOsMUfHjP#bEpwaCZ;SosHWG3qOmd*fC!q4!g$!1C3@J+uawwcn-) zm7(0`g4+3N;MQvjpnT3*mHS9%psLleV%l#RxazkX$-PNuSl4&-_$j?fr+|nsI5Nq) zuG$lWA&9n10C;umTV>o9I+@O$UGc=B^#E-Z-m*Y`Y*qJlEo*OpT~V#X>$p}vy#e9y z<(b_4;34fp1*=tXHn^^(X*AknAz(F!1-dPXb=6r@=&5)p$cNgVr(>0LPl$T0b(K)P+c;|Epp70_-b^j-wE?1exg zW!#fI*ZzW63O>GAU0>+zkoq(4wt_if6bhO0PEJLSkEj3TLC;q3?0BfUOMw z2^B`gd&csWP=*R>OPFn!_){Qjd& z1N6oYze<~ou&J7hjPOS_W;@4p1GK*apY1FGK6YZ#D?iQ3m`4_SrE6tUt#3zU+Q7HDp?h;h8pI`R+X20KMN^ zO&VbM#en};AAYYpa!j@z0i~g-<}U~W!lZWs6^CckdajzyTN?hC=buM~ZAkaITZRqz z@5kKAOwf3uE{PYmt4T#Q#$CU}SXsr{An+Qsw-zf{U;ddEnfG-*=)Gy+=x+$r+Fz+A z3-~!twGvA|sV1^UbF2PpcH*1f9t7D@Y~lG9(LpS&*FEaO=I$pJ{WQK^S^R^z%5R~Q zf9BZoewWJ7ZxPUUA1~VK+(?cN0F0a#%Lr!+Fmlg_f~a1=MU6z9;k|1;ErDRh>4*P~ zh+nvwzS8WNvd$%d^Epl)Ne7si}N}P)Y}~T^d5aJ%b&a}75*WgE)+-ya=B8j zJ$AWbSHrnZQl30cD#AtU)|q^`&o4{$X^)>e{|n{wkfoAsG$Qt4G6$;(f$b@_M`!wl zr(m3sfel_N!HfjJao6>R+HJ)S!Z?h1s#o`+z~#>5<9WuT(Lt(L>ldxs%A{(GD;$du z&qD2A6>~F#v+Vcoeoe+YZxv<^_F?uWyjq345dOIM2Af2|$ke{YGc~>1f_TVe{DAeOA}7>ca;l3ZK9U&I@p2r3nM+?`+YJ9D4J;mAC6ia@EdQr#k692Zj@+ zPXW&^2%-|p%f!d*b<)aRB{VrSk-?D=Il1dcM%W3QR|PB`5V)_I-$kilw4N130XX+) zZu;9Ty2JFk}ZVo3C^=v9ya@V%v-? zrI%}wL%CjUO#Zvs>bNX35`%@l+Sq5T0spR4N!*JuYzD-mV4CJPMFlBPsb)0;{`#rh zSxKQ&T;OK;3|9}Ym>2D}h_PCEGIA7h;g zn|+P1-^XID3y^O6Rsst6=?&}h6 z;A;TJT`>yM47LQ^!hazB&g1iC0T&N&bm@P?!FXpgupNdv61M&Y9&A;Nc6EcN-%|Je za7UfjO;I*_#u*IPO<`CTphjH;?drbRZA(U{Y`~>(?fJ_PU!HAKc>qUeaWS~YaWTxs zf^neOnFu(a=&#B)@Cddp5n>75f8__WUxSWoDM&k7CC#e=UnM<=+XZ`g zK+yp^9DLjPns}Y{VkuH@l|J&6;Lf^t)b((~q|uoZt+gdBM0b`tLd?PuUI zGVnXeE>_v0WTx(+cNx^TYXg!$o)2%JU7+tTEgij0cI_mg4zin#?J|enoUlpUL(4nV z$^VTI>39D6;~nM2*SkxvZAdn1=RV)Ndun0okqSM+Dhnx?a>inrX54!ZO`AsB8ZzWY zB_`KS9{ZsR>Hb@B2r{f%fiM5`DU)v5hSuumDG}c{HW{`?noAj-RtJnod* zKW5Yv3bwlR7+hTxGOA?M7J7}4{!x&q31SI4W3x<3`tz#3QAa!d)#5@s*Q-D1+++cL zW&nCS(>zoF4 zGuv=~YTx4|7IKd$7%Cvi%jx)-(cMnGH@ z827J2(^A2V$s261OSq^FrHd&tz9{*7K5vVFkhfaezb2EI-fo;qCnc>tZ1KjS5o9&L z37AY=Pman>SdWgXO;`_&>P}eqjhakYcU^G}r9w@w^fWmKLG_};$$f5{yp0Ci>fM+8 zJSE*-cM&3E0ZvsRS9=qA)rS+2%Rljb-BibokOq~?V&$DzAK0aOl|}&KdhxhXzz{g%R2N%oUAIMZeU+l6r<2_^40y#7231|dGeY^v zyY~vzUA$yN_I7iY#xqYf$%xJ9%Pw-j#8$zM-^@nD;iNjQtZa zkCB#SGUPv=>xZF>Ke)jVBs<4dZ8WpT~w20NO7Dpo|%^FiB!_jM*ZH=3DJz9 z=AkrV6=OWF?*(q=yJ3TW2*r{H`d1&laKbhm3*fP-FAa#T_P#H@Z%q z)uO9xZKL^(sqK-V2jZ(6qHMu^y$@g6zjq8@IsCx!urxlq(@yG&vYXT1oLe0g$A98( z&d+!9+ue1w`0`Bi%-xO2jUA2eI{{qAe5?^(a|&$6{J^cD2V1(_eU;7zlOyY3ljktq z{yKYHne@!|?ecx=ueHXGM_bKh>qs}ZW^NkX4E?#S!|mjxhBO1<5Ti&pz@C2FXrH66 z#nS8B@ibYz9*_m-SOUg~H7E{W204yskB`|sE1#==ry6LIAUk|14bY3Ub7HoP0)&tH zu#HU0FML(Tb6w5vGR?}ZN*NrzjpiwLVxElnF3c4r+hd>RzlGD^O)ayDx6fyp@uSTiiIvpL_V7Kwc87sDwTq$yF*;!q3{v7ZjI zmG%jO>X#iomc&vvrC)fTKp!2(P#1q_kAv7B0)L<;r)oP`pq~SIMN#-Vh|($-G6;Kt z&LJ-hvCdK7$1hRt;H^Sm*dq)gJ>t6{7a2ACThFEQz$eII<+LIp2ihw2XT@w^_pnWnitw^C01<7L2o=0-i z3k4_2p+;xt$3Ytw%+h`XdLxX^ijIS$s&e7h+Aeov0p8s)6%MvE$T0!=OhiCi{jivI zjuU>+jNd%Tg+Y(#!XVLibmx%-ACBB=FWIcS!gLnI6c)LDpcrzX|8};Ar2Df8t?;uS z0m923l6iE)Dtc~C$TJqwb|^>wK|nrlQal*z+X z&57y^0Rl?-O3c|SCKCF(JmTy&w7h-W)38r&B3@)4WE!$z>uJZn&66HK%T{t zAs(B>l5xvkGV3&Fvrc#7XIt#la{2j%_PL8t^Iria$~3{b<3M(v-%Hv7$U(ig=B=*4kUy_ zy>BnyYR-d2KG{OY@)EOa_`p(qCzjF?;2m#LH5z@kCDJlZn6*yIV1t8~wU2pbjKeDU zd$4sHvH?o%>h0^O?ukY;S6znukOBpB;>M0DJLbz`BM7uT9dVHd+^f`IYovL$m_u6! zJny6pP&uY6_Qe zfDCcm3{G#4(_`23P;?5VFwL{nLpksynPm99zG4x3dOX*>x4GTWT8b(a<>DkoV#eU| zyY|qZ+vpZ=C^iVn%4CUAp`Hi=`RU_(f`?*#LDDY~27(#yr3AOk#Pub&Z5P9@!!Q+fTs8{?F+jIt!rx^vd$fY4s+q%&mrz1r!2?n`-&qI z3Ay73K?lUQv{%ThQ%4cD0-_@6lJTLphumIt7#9n*M4qXT$U_UlKC3K|wZ53h-Gvxn0Y`4dQl3y>bfgiA`KMrDGMCf0;au$C z>!V6ikRgpqKvyB@+Ow{mVLRnQNNAA+-E#=+SDt%;m5^8Z02|K}u#Xm10BlTX@|!Dn zJLZy7Lt^^K60K|QiQZ?IIejVf@xkQ(k(H76F$R*dL*57{Qr`=!h}4spfKt)FiG0W6 z8N5!f?M3;*Yh+G)mvH>UENUOW;f0rTM5uxxW6*`v#UREgAZ-)9{+xfJinodD>awV2 zc@r3w=oUC*Y(%oguKq}}_I-Yr#}>=?Z0S3xo0Xds$VNq>EpM2zvSC^j+NL}Nep&tP zxKU-&pBh!HPK`9b)pABP=gu^{)$;Q6;}(mC7SE_6LYLw+wdpO3_iA{RDTZ229HSEJ z$Ly%RFh?O9XU+~ogA2p&s&B9dnQSolCu^YKYPIQ_gDM0eL+5s;>vN6OQ8Bm4%=%TD(6{`VgDN21j4LP8}J> zZ2Kt%g|XvpYzFVRl5~Hj6t6J$V^sh)zV*%CHGH@rQ30rj7K=UDH4TUqiUy)*ZW_Q? zs7k>h*a`Lz4y;Nxs|5&bxP>Ys7^zbC^dWlDU@8A$N-Gj^nG*x}R}HUA_EDMIl&UUX z_EUDgC8aWr2u;b@$NEuaIw~@XDib%YPX4s;FvQu2mJ001y03`XA1!l-VrUq~Cc>U! z)Ok+Zg+R1VcyxJmeb~z^M*TbIPNP^)NNlQBIgrEOPIQt*=EY!Mxc9@9T(8D?;4?C{ zGC-}vPF+61u_ZF`yJuidKB9sE7@9yRcsn(W1$zS9f#oMB8n+~53?*zuOYiG1_Yp!lJr81xmLB4qZy7e_8%huD zYlz-AcZ4VBnmmu5Zkdv8CD2iu$IbbD5A7w;(%BKm=RN^1>*-3xR_84-(A(&kHx?Tk zcqfop(fxDhBQ@fs7qeE#7x{wySU;DPFQWy6WIwmNcUcI|9xE9@pKQrKwUq?kc`i61 z$zJl+5+c$+t0tiP*ssc`!jHbvQT7ic=<1Fm=i{4Ax=Dd^^O57g#(V}?c}S2J3UoQz zFVy$wP!kjVuwzJJ_{^OGzw0AMBT|tW7Z!a0&bsGLgWvTYp%Ec`R;HGO&#|PSI@3`W zX*sfYr~$e+M5$p?3$m0{Ay11n>Ps}7wWJg5uc}t~*jLpVKM3;s6;U(k{{iowkVear zfX~NM8Q~o|)z9Eg(SBf%P=2bB{~~69lT%^kUx>K{Ow0f$4+p?~0TXi`^hDc4{7$=F;koB$KbL6A0_uA4G=m`B3b7=HDKcc^KW)YT%vtd z^J4{8!NbAUnaB|UF>}8G6Epq4h`F=M4Am*_W_qC?bn(&K+FeQZ$JPsOPel! z=2sKhnBMEhB;-^rOxhcG{C8q5bm&@-imE-G@!oJf-C3ShV?N$ZuhLzan454P*83&AU#o=*|^i0XG z1g3!a_z*<6HP^kXH%3N%DNxS^Z* zhSZdQ|H*Ge9xA9abDk$aP(|A}WP7~@LY{$|3_AnfaEYhN(vG>DkCu)CILJ9Fm)u?( zB4!AnW(^pM`&nO1x%0Q1x(IZ#B z0j1pTY^YM~*XY7{NhHF_c$Q5E_;*I|a2N&1iZCSR9FDNg6UC%0lWtQ3*c7}kOuJHmmaku1)yV=B(BD3fR2mR)>lia zdOF4R!U8P10KN{SMqO@|CT?*{;<7!S&g8P)_Xc_-ivEc-^7VAJRIlikQJ=0k6y&}9 z?jv2}&vuI7Xyv{@d+QUz$4zI~e(@YC#UD9Kz)>B`mzAcU+Hy-I9!H7_6n7){2%T^z z34dH4jXS>|M)#5c;WCEN6qM}xn4n4&-1-zENhDHRM2BUew@SfY0faj7n;J?LQ~Z@U z=6l%pm=drOxc>tMDA%MOzv^`#4*5|n-CP%sBU#~GYq>i#dSd=345Od{ude_+sH$-6 zsBEzTe6oYcr77Mz2oFB@=@wFn2pQ&;!S*fphp@nbQYf`S4)rt;G8ENRtR*3jB@mi( zK9BjGaev2KJVwxj`^{BfwgR0SDlMonPD8NEEocM27iXk#kKD?`?>=P?+|PTR<6))wtY<0?lL5H+&x05nUinc9IMxn1>PRtnNfR{ySRu|;ku1eRN>Bdj2`xMQw>CnBi$}pw)AsX zxaBnrwOeJD?sE0gxwogLh%=BXfM4F1oB&s^xG-ghe{uNg#C4|g{lGTwbuE9}2I1h) zDarn4Zpj(Q;Swb`n7|D z-cVzGt37IZjaOo>$vhG1jM}kZp;=Vo*(r&I^M{p$qKJv?1$3LdVG6rLtqS$+MyB*> zbfVI890Ow?ITV8vYrL4ct!l#BYC z?JGWfK9c|o#O-1q;T&_=3hWz?`)G{1HtEV2I_UK!fE3_?7*47y;>jfgOG8QD!A&@t^`R zjtrt?Tv_kTK#;wOLB>115a_!66RasbV4m08bNQR+|sViUUPFtWy#Tgo25&n zHP!3W^->-9Ip3i~vxf+&#?!@w2$V_P@|-CMG=t_+k%_P)g3ne-u+%CG`N9#GV?tjq zXJOpSuIgaLRn9+|*33^buzf=LB&?0%Sesty4Kn0xI=BmxoOv}jQV&P2QI8&dc;E?9 zGsj0T!_773Uh9SlOG+pwnUQ#F;6eE7QndT9LKN!Kd7Rwwuqz0g%(Incp+E%Zu|o)l zR=LALNgzdJE6|dttWB%FbMi{H0iC6>O$nM$&BqA|6p)0r#NnzxLd)Bs^jV<)RYuoY zKgtPqqP)3pVO6Cmr~*oms2=$fM=Pw5!Q`8hUNhXA5jLd79{SEeRQdP5v|XMokbDnY zaTvDr>DuW(aOLKVI+&!L391G$2Ys~?y^!zJuinYnDfcsX=N}SNaW;Pj{k-9rbX7Zu{n1nLW}wG!vCwq^ zqIk4IQSwxA?KKu0W~Nql^m=WVsxj)&+x~`Mt+W>vTE-K(US8=mGg=wwHIQ?5jM_Ji zxRsuo5lMEQ!etLqSnE79&+QX|(QD*1XupEcvAId+l z_>`sPtq|p4!%2zVRI-6!QIWAfgy8Y~arrzT+}_O~uF^R-T_G=d>a^pb<%aihWJwW3 zBbogn>j~=&!>nyR5FbA6)6#Lk#-@&>o{N!4xXpW=6e~#862vGHj*9s!%c^PvuYfy} zeImBQ&rzO@Vnxr7Yp3;MdC!lX2N*j(KFsc=ApcYiBn<3%_t30ZT%7n>q*-NnGau&7 z@EmG>XGkfrYcdW5U)zB(Oiroho?|DYQ13He{K z)(xCzL>>7TTe3rgild^BfkQ-6P&G^S-ehYT-wO9^ml1=Oop*1(OMVO(>LtWsAsbC@ z{5kVR&FREyH>gN+{Ah8cB)}$s`TZ7eiTm&4FXn^^N5D_)owAyr6X22!hY0H_;RyN4 zsy*G~++a(gg4>mnfYuPA8rT$g#PL!?U3q;va#<}FTWUpY1u8v5T`D_6z;fk(VBVH2 z5ojY*u!pN^Yt62mcZ7I#7;rI$Ap!Y65W|lN9G3#%Af`hFV0uL`e!lwhti|=)-Z|-7 zZ;=$XMxD=cSuY2|5(oNoDZa0|mx0hG5flZ{dU)y~@bm{UfUDzgI_kCL>=Igdpxa)3 z5YyNI5P8CX61kk#pJ|eV0OY6x6X0+pz2+{*z)M85@na^tR$|~Cg6Ku_!6T;Dkadm| zeY4+m(8F?My8Ke7KyTSDBj0Rq7NILfh}kqXaj+VmZL*P8o1#~YU&M{IARMusEq~@f z0M}}U{FX3re@%*s$Zf6DhSVw8f9AA}Q)`xB7 z8R86-3jJ6&WiGUS<+Zz8ic4)n66{O}>){WH6+;}{Kj9V(LA-#hiyeN=JAQ)sHf#Bq{0)oG6CYV7=K{U2YesM+F3LASp_bw#3*HXxA*QlJGfQ^nBeWvM`1S?q14u(2FWP-{Lg zVxTs5wm4o;|3`2MjWmY(g+lThaZ|xI3o5jB<*)8)Aj^!hQ`hF>JY81cLuP?pncyM$*X zWEg57%@&sqx}64;N|?b)S~%NEfKoYdDS^=|C(8p$zknqHlvJ|?z)G)&3IQb@U`YU_ z(tnip{-xyjSE=Byl9C=+NuA+EN#d_k(Tma}uyjCA-(GsEQ+nyi`LB}POHX(7FG_+h zN`DIfQDOilbMd#f_uty`FJ1iawO_i({5zTd|CHE(_4-pd_8Ay{ricNsLf(j9fmzFm^db8HhZW#r|U;LBVG?0x{My?z;TZQ$P_bF8eg8)5;D zBHjra_($G`wX=WNj&h2-@DPn(7Yc)K*P#9czQGa{)PNgI?d6hMBY^Ld`IiE%D0Ih` ziWVgLoukB;u7+Q_a+H4g2pNNG0vEqWnM>{|2>S{=1<%HL8r%GmlUcoulJYTFBHn4v zqLu14;mOF$z7Xj^cVN_7QB_9F9zD0fH-c9!L5&6mTJOf#E5n(6I*h0EsGbj{G0^&xe+O9$rv0(F|?h0FMkWurbz- zbSK@THC$F8j6Q_%eOZ=+{5BlK*29TYi zh1ad}PtVU#1@9lHNxsW>xCppCeLk;p3vogjbeTP=vI~(Nyh~sloKK(@eP9SIxWR$1 z4I=0gjU_L`6+!sGjMSILLujRwVv4I9`wwb#aX;65##N|Mz?H0##1*O$!u|RqO8TUw znQZ;43ZagV?Z71@Oy8d)Lf^kW^nXDgAy(Z_{4BiXP@M4n4;# z_J8obSUTPV0jQq_S*L}KQdc2krfIjSgi@!4{{mAW{EKN*q5BoYjaz5ol`VLmQnh_;p!X@l#&1yvF-PQ;C^`-zKFj+c$Tp&~p4@G{#^gp*>&#}Q=u!R_(b<2n;W;N4?LoP9TJyfrFI3nZ-DN3UU z`AHVgDg4G1_sdD-D-oiXe#KnQyG3n)O=nI3rLJ~XC81^b{{7}`ELm|Ph?>aM1gcZ4cif&e&hOix(Ut$SHNJh`GM&kB|>DbV^-C{j1 zoAs$f&H?8t2f8p&TY4!aj@2fk_snlrs5i^Y}ZoVi14ltwH_2{>!~3<98pB=$uljMeireIIey zjoZ)C_ z8#d@3Yyp&4??P6lU^FBz=z9%tGYdkKe-+YGY@g~l3De~XgC@m#(kb-a+e?w^qm#+b zpVAV1l*ESaCNaldNvFkns00}?fF`BIhIS`ozb5}Kq^2;wY;Mv;3i~0}(;~n)7aHcJ zPN8r7tc(ZEOFDcmFE(@yh(|X%9E{2P$|mwB_}!Fru8-t+tM_1l~9=adc4Ef~;Xv{Qc-b##cK>(jHK^ehYXU1bZo zA!m^fP(~C@-Opo4ll?1#^&_9=roPR+BHhAC3?*LvOaxSWXyj#XaCE_*5qjs8ryJDFdRj^0`tS$ISp zARGDZQO8T?!}ala{4ncbO|12J-QNo(hb>oOL$&~<&5FRjd|;BE{fNwZK(nTj_+hm{ ziweejLHr{SQ6Z>v#2d)UZ!TjgI$%l^wsKJm+TO20Eaz-_uT;?E+jL9O*EW-RZ-6bG zS-qWY7VKsktVb&6ki3(!^E<)&(?pfi>g&l;2u~xL=hXRh<2%J~lQM#PtoBgso6R3Z z73n7xe)nU4+PT#ka}P_NE;z*)$~5$Q160GV9#JrhS?>R`&nk+;H=E#$JxcVT=MVHK(kGHl6= zXap*>KIm9pL&$zEgBt`YRUlD`>3ki4`F2_>g`0VYiu2yt3e`4NoJA z?>){Bb^m*u(>HPxTy@`AW>cqyU zr(UxSE3_snZj3-14cgpnnK`h}0$;4{yt40< zY|`bX_n9K^jajde*0Ejd=)WK$tF8m={n$9A-z6unfUKOZ#?_*C3pja(0*L}39dQ;C6NxJ;|lal;k` ziCm(;0m~8=90*r}V%D(~i-+=aSK;QKx3hiNpU|YThQ7yJi$T{`Y2s=0p-A-R zp?71OWQLt-#ctyZk;@`qmv_)U`~prvw|&EV7gj21q`X^6*1RM-Vf85NJ;?%f-zdtx zLMlDHG)ed}!wQ%eSeC(*SeC#PSr)+*SQfzKS>}mD_1@2OjxT=ae`gKJg7)=($*v$} zbp!y@|AzWeXcun2Ri^q;2*Y>d5Q<>1k3)<<$Cl^D^&j%EeuV-~A?G~innbo${RcCm zP)F{j9a^%Jol7zREHhD$j5AP=>Z3~3YOD4${tsVo9aUA({SVX4r5luPl(Dc#*6Qqu1MpZq?*_5Sgh*)x0g+4peQV&9qB0Y+aN5hO|YCsql> zJ(2KS5sTsczQ2AI<8}^yMy2vq1Ke-h>=z6I{a+xnD|(sXUzQkzXuoY0LutX(5>^C3 ztG*!W;BZOX+nk*<5T)gfZhIhWkOh4Li>yjcgu&f=+D#9%jcaVSqiaGiI#Oyd98zlE z@`)DMCIbm}q|o%hSNT;~v_E9OTH0Xgf8cx`12pp(1QcpL& zz$))MlbBHJBg`8V zvlfCe>d^M-yznP%a`>mwC`w;Xsys61-jnfNqEQ?G0|=H}2y#9gbc$4_sUjG|Bg~LS zWVjQ*cn(F6%Ri)nG@1qDiMa;}JiIRG6wSaAbVE@x(c2zX4sqAR1rkb?gdMC`KgyfeIOmYoKVOUGQC0w-`HUF;aoZf|!}!Vb1n* zqhz=7`KJI@f-I^@W`ft$K$Au7S|I8!LnWRdo!_8lC|V)v9!@2WEtB7%Wq4#6swnU8 zxFbaI3rzSL?Aj{oj!gaIO>&5U_Klg`kKO26*>{-|Qt@XF6io4F>*PSQPtK$r8I5N_ z5IKg|VoTl{h(&=!GpWtRlIuv`T7X3%4Gef#T#rSIAr}#E%)tDgwz4K}&wp8i`OQ9W zW1X3?J(Umqxrp_q-rVealPzfn+Z%!uc9EzUL7O9KhuRxL7J5yW+OhYBSOOeiP$X%`*Bjyv zaNbAI7E9WR^@aqYhU4H+5WZtndmmvwSFNGMl55ay`2WWU1D^FhLPr^6G)N-7DxW++ z0Lg}m|IcT39FM(?{#JrBY}E*z_g^LC2NNZJOFz-PCd;@lTRp@%tSG~8sT7_RviMr7 zqQzvB@J@!IU|D%(Y1%mc+7xG=4cbKY`{UCnfdU-Ir<+m+VKuU$xX$?0Yr{1uIa6{u z9`KZB{1?eN5VFhakxP1BE6C}{blodmbFEj05mtApS9z^>xt^f*6URvQNQ(_y@tJL= zP=?!lklIlVstxD&M3urRzgq&$(==X=VcJA~BQz`~FbJ!H1%zeB4f@G8TT=E=TxP(~ zX;nB2_i;q_k==!Rk`?j457e` zR)mh#gttOP?_3?OhrTX;vdJ)vW^9DFBIze#>KI;9EXfn#_r)gZHciY2GAzk9=|7fC z!ii*T@H^>SmJKt8M_S?d2r-lbEp@n?W1i+pRxFPfi7P7BERVHxkMFf3bZjstwQX5k zn*#F*Cao8ZKQJy1VFm`>Dits8&H!vXj4JoeTK;88=9Ke*L5D#s`aY7(o|MDNfkuHg zKV;Mg19J?8SH$$0vQ>;bIoo072^Iz93?^D7f2cS(4Pv{gI1N}PHW*PwRhDESDat;X zXO*gwc7FA2i(Q+m%fvgY9G>wtQg3xjwm9XkeLt}>UB=F&)LN{xJBo&Bi@OVtcpZ2S z%^CC)`i~eEVgm5nLWg7i`L{&}@Y{kwR2Q>>!HmqI_i( zISc)kNs(Kkfqf7Dp+_Fc1U1!WZ>DHEh&No^Nm!7u2s(hkk8J3dmUs$DIBUEjHM-;H zjMv;&Z^WIw_KKVEC;sH*?HG!#21liaW7xdrwgecSFN}*9#@Gvk=`Z8+3**-dqdoX> z>O+M2pYbd}kmU8PiW5ujwum<%fAM)wVWc;t5bdD^c>ZOM06QMV0{=zPi<%dq`*96m z^_hqfupvd4&0rra4cYur_&SN@?7O zD0At0`)IL+l0dGBQVZ7QRy%e->)50B zHi>3Equx9j#2?Ud#y}enpWDvu`P&5&=fbVKAxcbngrY#`E)#?HuD7)T)k4XP<>;o! z$N{}wC^?~Cq+xiXJhwZeB-ciyw3`p(QEJV1Km9${pg!V`Lb+j#K)GTJL%CoKK{;a# zLOEd!Ksm-*;D&??;`)T6d;_jJSb#!40D4(EG2RBdg0V91C_hF+Ycsv#IN@}V1&a6l z2b_EwQlY;CQPJP!uJG4vfEqzI?sf%6qc1bW{+mE3^>aA&%m=qI2Y`7D+_iAPe{2Eb zp<3=s{TssbUQiM4&%L*?mfixyMa`%#%FUw#QB==hhMx=KB%HhV>pQ>xoR_sT<#ak^ zC36;qCE*VO7|zVb(QqU^4UAYDzn07}7X+Juu&Hc+i*_g=I*X9=UK-wod8Bg{G-k5W zlM?J=HxEF4D{+ARlG}ALwOrC{Ax8 z@y^;F%^2lwpM+iOV;0v*EQX1Uu8&dI3PC(!c` z=VsD1vg>2kl^F}?`rd@tt{;7}@5^qR?Rr;}iqDq1}>9}AQf_2iy1D;>?@ zS8)MdrXUTtN5?dXI2Mmh#ff-Qn#Nlf5#m@(7UE zEsh~4nwHqx3e<8OR+x(O_sSI}zQn@WXy7?G=ScEw)5&sMQ+TiA!Yw|{bwN{F$xV`% zcp%kBn=tDjCIxz$3f8;aVvU!-FOtRGScsR05=?;xndlbNokK~aK*@Us=wi`+Yf&;? zRHVi{pl0>CRS$aIrj#d1Wf9kb+t|{NrlEEkCnGbzA za-c#9b18S&9tJN}(w0MdQQl86&vSS=>d+`j6e{GI1=$902AER|#(G8TGj|DnS=tpu zKFI$1iH^&5U$sCM@Lq5W;d0>YC-yX+;yDJ=LHKv|y`qtG2!6K$kqB90i`>_No?_v;YmdIxT}-&0CBY7{0;6a2gQzPnHpd7HxSe zTD@9yT~$ve4vNB_*uxGp2O~vCdi_ZwC;UPo21W`bCrlB>qC%2`xk@+AYooCPpBl zkuAUyndO(yX+64;aAA^ApO5TY|0qz3?(Az+)>d?{(qFqa$PV;7&+Wm`?i<7L{PjdJ zx&y74f!UdW@|(V2?YW;lQ2T@6exq5kXjBV+)wGYbEL%HOC4z0Qp!Pj0m4jNGrYDe9 zM}-=iw&m;xLJKWHy6QKhT`r4bT-?J`qvG&KQ#FCi?|HOI5QT|g8JRQ=z9}@`2_40f zT5m?cL=y?4==Qz(@lf6^lJgOFY5BE)j{WsXlHdACt2_6{$p?B|#z2(|z;!R&%jcJM zU5l`_b8+6HAjE5}9Gc3LDgBKF3Yj1Vv}G2oS&}69N|rZh=|&%3B|8GJ2{HR!H7J;I z7or8leZfECZ>4a)Hu#gbv69UXk#AH+WWT`ItH`3UeAt2v%xjVns`pmYY^_fQ4Bf7C z^^P%hXeCIDty%Q)E;O{M4DeMJoBhfZtj#HeT(o|m zaqI74;gTng2mTik0gn1OfTKQC3Rfjadh%ER%NWR7M}10oJxVKeC8)?KwZcyLgMEPB z_=>3quQh_;wMt9Zrq+G@knsJ8bsBd6kv0MAH_CqJA{63f<9Qg!wm-5EkdMwjd({K` zu&`-cB3+0F)ce;#e-1Ff=-=Lu?_;sXI@3-lwTlEt-ICBV)<_4#g?~pbk*53oCZAr9 z%8wcW$K5U4zw#C4UR^4Tv+6ZZT-JsWB&9&X0`;$T%e0Q*GANTin6i34p50v4Mxh7L z9crrUoWveu)U5{aZ|ic$fFK--YeMmIvtn!`LL3M2e{~i zB<|p%-i%rPD*wNY2bfbLiI4EUL#eG3$cT>W>XcAbotF1G5Xgnj!1;_IPWt}>@$%of z&y2vC`kwB8fdz;)ea53?_}AI`KhD_yXps6F0hJ~H0lg^q%u_t$ z6^+yw6HmIegx)co;I(APoU9XgFD6XhdM_6QGOL)I>>oXccC(mYK?Y(|h9q4L74t*~ z=#L5v>^oCrduQn`2zpK^k*Q|yuZ!;*f+T>rIjyN^bIqv}QNA0M;OfUXGa$!#qMnox zN!M?WU&SICw_4jO!E4Pwia-Vy1;ADAjNbRdhbginTT)CALQ>!ZQagG7;|y8(SUcr^ z+1N>*G)7U4)sfuTjwzzFa?v^dHi@d(U( zn?j5soBF}X_F}|X#LrL#;4T(lfN-c?WkkAm5d>W1Ufsp9p!cX!V*Lx#l%$o^kPcV_ z5DxKTa3N`e0Q4^RlAW>oAsn#!*EoR+r|bagR8mHL$q7hLfW;h$AuW>JAuXTF{2P(; zp8;Ko93Z_1wVvL>I0-qcb1S=!E(yQ%3}%G2AVI>l(H8Wv*Ss9}bdnlbBO9}d-RRQ( zgh7ggQ_RM3aO^#OjG8gk{J{|piX+%k{tRR8bgF&X9G*4Tv~$%`#3i6>nTmr`}jn4)Q>=j^OSpWl@QNh>F@xE~U1Te7l-VE;#J|X7v&9Y*DIoQi85s-M2ec-w^ zJD|K%LPf2|( zIG}Km7m?$_keo_j^A*kD#F3mD_=JG<;p z-8d&G%dPKk2E=GG%6(WDLuHh>KS7#+gcCmP7Y-ki0Muoydtmmktwai{Xo^O0RzLEA zz`VOL+~unCvV5NjSj<)NX<*~-jC+)xHQ-jk(OWnDGw$3;v>G3m_ZH%%+^vc+(&fl) zJ1eYIN#}aUMfn89yv(VJ4k3JGM=Z1*lM*#<_Z~I z3ob}3j)q&96BQ~NE%Iam8NwLL+<|q6*uolg316t^lR{p=k`x-!WSl27OqC0nyX>FC z=YnK4OV`ui8B0zGh(wC7f1N-BEOwq_eu#LEq9}!md9G+qXh&we^%Pzp`GK(l`9Y8D zGiv^t+t_xiS*iR-m*Qu&2FQ3Ocb_6&o+&v;DvPTI+@8U985#sBj^M(*dRn$NknO*~ z+{TaDry86f`)PHWCsc@6I;Qr}Jc2v=&lY%&-%H4Eq!Qqk4jW73BQ5 z;G+-|95OELJLEUYHaPdKmU(Lp)0E7*byE5*Pa>B6`puT;8kMfyLO|_bHK$+AgC4k* zWl{2s?=_T)0k4ig93bgGld6VNDd4pch%G)#ON z17L4;e=t=IiI$|`rneDUbRM>Z;x4tRD9zV5*hj5IW1mc*VP`hG1_%Cd55ytC zB|OAYbJj2~SJ#*@$oZ;kAoiE>fCDgQD%F2kuaR&5?vVPi?aS4-?YkfJk@~4LVybDe zxFB2P46wLYV6;l!5&uJOw&d~6@8ASo!acXtprN63T;Xn&nUp`5aV~IP-$mJeExO#J zmhEys25qa5q$<`_=Ngmou_H5B;!dj6R_B_N@u?y+lmdhL>Rf9wJ{M$$W_s`pQ+ctr zq{4bvvkuO!kE{-kd+;!4Jai-**CgjRA@g)iGVmxP`m6M^$hhz1!!YaXH$t>-MAvF` z16M+gOUpQf4ESnbb@Ot44e#5Tw+#3*St3oZ*TXqo*)+ zB8Z)vVsAW`%@0I{J6|9Y+-n=eTZr94fSFPiCZrNT*cv?Esg8#1tUUtNcAyH;q{JnG zBpD^mm*~qeYeewTNfrM%*?8L4V)t_`KL>tisE~h~f}u~pmb|Xdm+$Gd5Hg>*G$HYV zObIJdM!**(ribGtsTDtgT18^nA|fN*~1Z=RAFH#g))PDiA3xPu{LX1PquT8sV4+0D`akfu47vS3G z3taKMe2--3^aSKrBQ2Puw_8eIu$SJ%2Y9z<7v! zR#a+mTneX-Ahg%&G?U7Os3RVPh=u~b3Vb$7;e-RKPyZ9#0R0!gAD!*nqe-%4 ziAex2{SR%xUa&K*_y1Xd7Iz*fJR1U_{}rmW7?5c98L9x-HQ!$I7jKyBm-TL*L@JIv z|BwcDyzl=D?||{U`8>adPyqXBQzxgFp#e(1ivVUKAZw{3plS=NvhRK(W=Ueh0=MD+ z0bNzW#XzNJ_{=;b60-JK!T_=Cxe-$}%ZHl^f6ho#I4_j#cuL*`D(8YtCW^{OC>_H-(b$Mtz4M@B_ z%QFmPu>`?{hesu2{fnuLcfw%RpiZePR^Y)wH;;0qDxA1$bUHB?xW;Jf03EWKa#z;RUwU{ia z>C6yJi6^{Z-UYLZEVX|!5Ub%T16)6=^Qb|5tu59i;dz9!;w78FtbIVwz z2Pr3#Z|#A*aOs}(pWbZicJ9m6cfV`ouC`Uvj)rnVj)p{y^~@#;$7P63bTMeZ4JlDW zV>pDuG3yEWRiEbd+omh#;qQZL+m%e+@?`6UyqeOer)b5RH(`F~S?`HOUPPn=XRJy2 zC@U>i!Y-dCzEI1+7kH@$2yxN0Gj?UCQ>Yf(DUN=9HN^q3D~WqRpdVDJLSMwiujP?$|6Zqjmu6YLf zjJvQ{(h)o1+S_J9-(=KC*`$K3r4vcxmEa<3j1wU97#&dXO$Iv6$Eo1+gw(%8v`@F8 zqBb`hGw)4`ysK+3G#RIxi z6}Qi^w}V@n7Q*$EMCyq)7{gSH-}GaxL3><>p#5>DM83?`g;)0#P>&7Qt`Yk_0?2{X z`^j}Du^_9&tRKr?Hp+NH9IEXxq=ExU4tdJAG*%5_$-|vB^83FP2a=Du?=tML)25w+#ht@9Ouo6>UOHu|!dD*AV>8l{%u-+ae}+MZ$X2K0L> z$)7irWNToDbgT*NVE;yrI9(=QF0-kh8r9vRd6DR1(z$_SuNSh-w;Mp-P{YT_H>(@$ z&7TjOf}U}7_M!XAr;>Py$a#BBH-`cK8cBz%QGIW)v(>K~fKf=^f1x|}WzMG?9s-s) z>hQmzLJUj%41OrUz5bgQWbmdt+&|F=1epCNg2y0OITJbm0S=b85`1VkSgdyRsQp)- zx~DuA+8UJiN_!;9QF`H&?ERlpmB`L>B0`^N7FK=DGK9i@e=Qnavx?DL)HeUsj==}q zQC~*fWjKs%PLj;>og@%`E(`kcaMDOnqiy-iJNH#C&^3@BTO>`8PJzF$KO2{!& zG^hWTv6a6U&I9t`lJ4CcvTBvW*G}DWch4}?tFGBY73*re7xC7Zt7k#j20&2%?QmV& zG@J+Q>1D~gIR?)PyQa=ZizMbB;cR&QAFXLt@}a8tLEQE%O16re9D2^c88))`uBk7}U!1`Cp&k z)DWZORG6TfTXEqFYY&l*1GO2@Ylu+pQZC}8vdgJJdnP16vcka@Ghvf`q4Wy#H8kkf zKaTob@fK#REk?p7XF~VhOLGY>Iy>)Q2hdr14x)8wZp^G#9qUGHj4ING^JEs`(799P zH{6pR|Arpfd!y5$F6@4YHd!e!KJJ^dEJ70uLOaIi<^%FI*VKv-swykM3WvEO?pFv( zwm=EtwYXi`CdI5^24Fv6PHOwbbO{)0ExT5-r<3=Pj;Z7?@)v<~rSt_ZD$%d!W3u{eDv0$hw6Wbu!rq@KB&K{Ob zOTO3rQh@8C9tbXJp%;-ms6?_*mb?7(`ecGWUy5C|Mem1=n#nUoMA!Y07DDYZD+;VM zB|oT42|=;|2@r57#K%(CO^Jew3#chjElWbp6=meEe`X6ehrrFZEWg>LJ|-tLK6P!0 z;3*#x_ea{VR|@*+hNUF4EIOskfq^qAHdPX{uAksA7U4{Mv2)U*D(sGgsq8E*sURdA zCJwx$q~rt*86PYn-2!EP5h21H)Qix&ze3c{ zLKb+G8Wh)LCf5KQ+Hkt6VnP)`9e~%TuO3+oa`$#*>P&XpKwV* zx8Q)D+yHD;Ow4eAFCl5CBpe2ZxX&alIYCC&Duzg>MVa3~OC}Z#ghf#0o5#hh0IPL? zZ#LoO^FIqoy$As>4G6W+8p!mWn+3iDj$ByZh;SiCFvyQ?Y=oWTPzA&+4CZcx#kXqO zKTAm$D*&oY5ify?eiKYN{D7(js;MGCReQiKHlQk5F$+*df_0#h5aX&OESvd`NnShF z$V(LwIEFJRkl(~BS}QZkx1QQZ@3rc-#HS;2(fT$ho-tEiqg2FR7HU3XNi>nF8Z~P% zLZ2&crPidAmslD?IDbgiEH$Q{LQ3{7bYU!%_hSA#k??e#HCgS{cakpTIwJ~eR(33< z^W!;MgZ$9q8`G-0PMhyZ_Q=@EfWx>#pm5kD@R^k)Cj@f%*^%gOX{L%K$&SeblQEB1 zU?6&&T6KVfD2(cUWbYC9d_78t5^Aa;gt8K_$B7MG2 zDSDTzf%CO+h44ZhQZssb=N)o`2AS9s@Hb${*D24=>b5^ecj*3&-f2%`lRRGJ&X#LP zb{qzah#U|MWKLm{MPCqyey3GG;S-q{3TIt=IzT|{N4nGbG9UQiiJ9BNQOW|BwTI6k;~YsHSTY_ zS5WG8|AzcF1`C2N4;!l&mpXPzElCmUL0=F4##wF)klZ(4gXw3GQmj(#9 zt>0VcfrxNCNN|(^)x6j0d8?SgwKBvP>IN~lJVxI5+Gse~I<4I3m&DxYbqn&M74=w3 zWqH=YXQd6QM2ZS4<38@cfjISy@4g2-pP=^@Rs@IRIqaoJMAMboFp8$Ei_E0!Rs0iE z)q~-f*sDOOTHK#RpeF{12t%6rqVW!{cy)^x&ohzdpCLXL7!{e_9M1tRKG{OWDdqVj z5_llLqL>3ry+_aZp5tepT>M|y1D1()i^7WT>gW0Z16WZSJ6cje1tg#XDWov;FGkNq zAt&Z-UN~?7hc!fgB}S-LHsQbE97V?(k{J3IGxHx>MK4b{Wf8{S%=$2^!6i!O>yVS} zM^ApEn>vFZP9O}}-766O2#S@>dh+_(?s7UpOhT{Rt=U1M zPPuWIJ6#;hV6Ws3Z4yOV-iIjbC`YauuEFj8zY`rk9(mszQvr5Wpk^w9jhOWDpy4n%LF@EDH}EK zL_SoS28B)aG0>XJ;P*`*HzNCb)P+HE!)22n4MpN?3#ivj58UwDcgUSaR*=py` zy}pQ;lt^bJ7?pJ81mzZnWh1ex!l)Lx2{s8Af7N5zOqzN=90uVwtM0IkqPjqZ{H{wLHKYBR7m{CZx~va!s=*aH2cO1Q?k zv{|{a^gwpjgh~toVFlIc!JlQr#4P zUK3Do0$q>UU_vcrKk=$}f@f7z4?NxIeHd5vu6cg{wfXN#l^FC)RpVHca8U-aHuiY8 zl&(qKITB7j^g9}{cT&|E&>nur#B*5IyB(SOJn&aAi(J(-bCqEM%?=t0<8nBXP!4>g za~GkuVdY7qEu3U=R)e)qUB0#2TEGx@6G5)D4hl)>_@S$g40h`vvOH9 zO+aS5m=+=CN}_;G6u%~CU;7jX+2FtyW_^8l=egN4;+^9@;yJd%KH?>^J52^6YfSG2+k<$0Ba$z2$)Rk$-#wsz9x?udug1AlJCgd=+f6i zsj-mTI5j3fi~^Yt!e9S^(*N~aA${)nr2Eiy^ZBebx@+nKJ5H?yH3QCO4khpIiAkj7 z^}Q9*2UH1wqrkbq1=lb(*Ku$0fmHMu#ozU`8WBiu0vSt--an{-og#oEwqqyeD_GBl zTnQY7BEi&TsN0*svMP}(9+msagjdW{T9HyF7$No;7;?Z({dNR*5gnyGiQm6j36{8D358OJOR9JW`=Q>I54v!9miHBb0?kFP z7|aS6z+vKXr{Khuu!HH_*o#bZcDM*C0vibS$zdxx#M5QR@5GaYfNOGMcV<;Wi0dZ2 z;ccAThf?gF>*FCSQAVe>WjVPQOCZ$Y%nn$gqeflHJHB+@>zH;-%*#VJvL;)Z8*lDe z(?EV87-sKL`j`ylhK)Z)@nLw*4U5(r#QBl-T~DV7OP|fFFjR+Miq>KN!G@qEUTmke zot$Lo>s>`zVqWaDjgFi-{>%0c5)0vAZf1;Ov|?Qg=g= zcL@s~_w`-*Q@_vG0LZXyO>EIjpSA4q2`KXR98&J!stgwUtdrOCE&Epp$I5>ym>^?O zA!8vTnr6>vnz(hZw{;o1MIKt!CmGN#uT3Ke1A%O??r}TfWCxbmeE7E5xpWgA14%^7 zpNhR7MQSiu-5y(g6soAK$ef-S8p})|0R!!SUTAuz_>?{`jf*{iPsJR^C2eo)l&}U^ z=FZp=B|pGi!$`c7@P!;>C;qZC_=7eEl^wa}o|e=DTS!|r)*rCY@HQ-BAizo!*Y;v_ znTJ;ZllT zMyCu!k>zJs6n6Zwj)uycnCV!v`VsQxj&-l$lb0^2LACmw2#h+Lh<+VMqX^iO#^wHj zXz48VqY=62Sc>pP1bXhB8}F1r==A@?IKQ3svftcwrCNwIHV9(YPA2`#D}YdTdKlGb z?z8#uzoz*P14_pP$w=s}3O2H3N^e6@`{Rpg{+YCpm-1|xZ3X=PWtpoyqv09JWN9rB zpDnO!vf?CWcR*a?cS~U^8KJj9gK-4Z3AHdRIk9!0O>Pf=xdtqP=%w0v34(98Kh8F} zHhQNfE)v1?>#4T%xXN|C4&<{n?Q_C@hackI{JW9q@v{`d$Vq#1mykhRwF+(K3@xJr zb4{%i`MAIzKlA~P?aZR-g zThb57e@PuQES-8kGd%_Hg-i3t7~a%I^W(6nP9|YDEajCjs+PnnZ}58n&w4S(CC}y< zTL|YMUsizbT$v3V~pv%BjRk7h5npFQYyrm5Kgl3_X68NvlktYFh?W+WaBuaNAWmaCU)h zE+o^XM9*{=#fGC0-t1dYs`hQj&uq_`s@Eb8-M9yeOUw$v8$nD{IgJLHAQIGb=VGJe zqHi)g`=nX*itsnJV=gfYST2^lznLdxer@iBo?6I=Ag4kdP)OI=`VI0~w8)1ir3ixc z8T0(GF$2J6;4cV({x9Z%{y&k)^nD4?41H1?z&eIQ>-4@rmMu^=WrrV;RRPN@A!95x znOITY(Z?P2%j#h8Fo>3hM^Ly?`>O+Mgj4uyR=(`?3y8XaUfUay9r%R!*Y?`f$!EaH z!0;bxL`2ii@c}SwZBoL11gn%}oe|TbQ&`adKv^V! zTi*9u_t+aj(Lc7u#lIUt)<5K6@+rAvL%!O)1qzU^df|3mpO*U|LT^)|5U=|sMSnA? z<-F;)Q-gTx5f6p`YXmX7n}f;+bRD73Y>}Ow4@m$UmLY(cGnaB<eHw=M5Wz)r$kr>OlHXc;RLFSB=0gHBNL1c`3inEnmkt zcw3%5s`;A9JXF#hwv2d2Q6eNEed->Ls7*i?rAhlMbhWjm^qepdSZc;iS- z&y7jmwvOvNXTvfgOcHASMWuk>ygX@ReZYwuoX~APdV;pUK67yP5+;m47tFRADZVT@ zZ39H7KBiF9B|Ka_!XT3XbFwH0))Ac=^Yt;eH|vR?sjfi!0i4`F4W+9Lo?aFf7SfXf^Myi19XFYqqNuqgS! zS0Fyl2E3&d1!v9kYVnuVI4`R!&|X%%Jg?@1zRMs754@e{Q=_`&i?xF0%~(baSUzab zEmJ2ZeQax*{#>E!;&Z8m+CW$}U0Wi48Qw>E1423bfkpdV4a9}iH7$9mO)Gh?do*0_5rXOI3G8}uj>hnjpj%!mP zYndFiBFzg{#`K2|9#DSd0tDm#5|aRHV+GzQ_Cx{#=h92`G~8Vv_gb~}^~7Cje&{1u zY5ERBu&!7&Trcy1*+(bdimsRKuqNtHL@T7fGjJ1hmhFV*ryp=dpNXj#VgVp# zsTSt5s0k0ekaO2h;3pKXtc0rqdwC!!2m4%^7sP}Rg z42NgLNEjc-6cVD0g_SlpN6ZcgN+d20csGNr`{3d_07V6^U3wb-Q3F4{cQlXBeT;77 zC54Ji6h=k?cSH0v*W6;()Idi5Q-PQuXMgrGVYrABDPh;4k7qO*qsOa8Oq|q}aulV9 zRs4lO=otV7UMo4$j)sg5ytyDR=H~JmQ zeugfw4YSP2NV7-nVcH`VCW+}B&&T0M_&bdlNK8$SpD-{%&>?oB%Du?NpO;~+Ot{GP zBPYWjM$~Iac&hsR3oF-9)l7vF!(I8|#>U5_by zj0)ANykY>Q9Ym8bNQ9G3ws3?gyVdlt)H$?ndM=+h$?M7n<;-ChdW>N=k(D~#Iv3ymF z0NCHJS)aL6UWYN+peV;aj*Imk$D0^(%BlWIC3O2wowfh`M?!Jmt{_JL0XIVOln?SD zFiywd`w`-hU`gi16|-A`FWsmq-%-ww!M(nSZmAm`5qF+_uO(hxrtdwyUwcP*%fr-h zvnVj!vzm18@IiUZ_fdh$&Zvnpu9GT3l9@z7hBEnc5f$ce+s`;L<_CEh(q!+``1`D| zj-X+^bV%C)@?^gvD$sD}ruL&AW8}F4X>!VLmLNA?2vjHUz2`_f?jtaj4oorgteX81 z*zO7*Ce`42gz+2rD9?&u3KYkH{&|+(<9qW_exoCRmxdtU;gSI)JMgU?q9>jA4ogtB z^%Lp2-I-f_ELR|!3rqAmc6jaM-&=O;sA{7OM zc2SY(Uf->?Em83FPkxabl!dmzlcP{)guamT4pqLnBwkou?V=a^xjsE1uU4{DGX7By z_1GH6R&S2JTK9`;HEzEuu?ET(eVP7F7RfQo<(MjQ@|{_qyX>PA4!r5pZFYMP3B>g3 zc~ZYf`EJ6ae7=))5!jBAvcJYypue{67pT5WVE1k8jK&z*!}05jCF|$_*BzhCG+yL& z=dAJ7DpS(K4caAMOo>i4B|M4!n3OyrQ;&`|9b%0I<6zfv!x|ADHJ01lc2P{TOZW#W zN6xZ#;Bn=e4_w}%<--S6H!@p#Gfte|CckvxT^Yk_pm}h`=6y-RbB{Wr#3uOD+sAzL zQ0M*MCX_ggUJrob@9k2dA6Z8rSMBw)#c53&l$~E86q3M9?{eEEtd{DtFQG`W?oTCLfN#jm`Gz;d2B_lLh))(G+w{% zHSi2*KgzpVtjyDCbM0pEem(M9vrv|}X}w{iAMifk0=&;zji0OeP&ijd??f{)_4mY5 z8~-lDFv_8vrx1E8<;70Fz&?OvtQ)JJG^0dPc6x2%z47K-62+2fJzv+U3xR!TPtt7> zeIwOx&4VodT!z>&<)>PgjLn|L%)A>0|43cgU?!4D?}QZSyEVyr!&k5HpGe7cZ6OhSbK4v$)3AVH^{=bb3m{Y8QY7GLkg^KG$ zT2-A4{VA|lH-}GS*!R0%H-P`SivK(3)17t-OAOljH>xIIz2ts*&j0cq5=deP3uL*2 z{si|={O2|NGaY=r&i3~zUIxz3=uJpwlsz>V|ogTHYyZQ8ty~?2*D`VDrub zY~BswY*>0xfXzDruz6<#Ht)bBZ$vgz{SSm%!zc{kbe)2;luO)xin8vaDA6(k!@RCo zGu*TgUr1Yy#jifq5XQz6I0$$x2JGK2vTX|YgchwMU)7G_^O-N!!6{rWdQp`a{Cekq z;bR524>^l630)~CuoWE48%KH)O&QW6rG@Sm5B~0Qq|Ox5A_NTlYkdykEFfo5C!s1A z$(hz}F+ZgLZm?ltM`=70gtEoYhg)KnL~T@hhzSk;m_EDf*GK0S0_27V2^{a`**v=F&Wdypw z0%^RR?Zh&RfjI5bvstumcGsC$=hAb^Xa8gAn5gsJm4{7^yBxx;8B!*gYA;Lb<79re zchUL?OR@cyx$b!Tw{zSq6QOT5ymZcseyH45hf+Biw)JD!%a2K1@+}jbPN%LN!@e^% z?DBgpk%{|H%lhfN*VnBCQ`3=wDP9MKUGD`@gA0exHV+_TMaJbpzFugspfuz|KkzH8 zDGqB!M(9cA$t}!2$>htTv$h=QduGg?2c9HB;SPlsQqxC^R0NeLuv|dXQyCii4b1Tt zRxuUxs)VlwX8yGj=?qMjuwXuRZM<@JqP`wA;fJ*p1Z4kO*#HwkE$S|AQl>=&WM5$T zrDK#a20i)EGYW3lgvfv;CNZ>{FoY1YU1M}NE3{g?UjWPHjj>z+Y-br}HSXi2pa#`e zmT$G}9332{q3@lCpvL+mN`RP<{5uRaSS|vDAwM8Vyo-=LTvrzhC*! zbSwY+HvArL(moo0(l9$Xp#-^r0>M%0E@A;QEQ7eLZ=uXXV;sH@@y_G&lfL<1CT%Tp zoHbJEG7_n!lL`b}t8E~oS34FHvUE|O$jOI$r`P;Y&7i7P* zFu8M-2L+8uFZq2^^W!V42yl_AEbQ!}RM$ofkGZGD)Ck?HQGk>WDE#GS^H5S5|&+ilm{q z&7soaCk+c76FvUnEyNAN$Trk7$@EP2K9lnNU0*s=R14h;{sCY^Q@t zG~=OJ=ZEKiXN})xU#JK9c~$mj2T_s58sAT_J+=ZGb?qNhcnwDJ0SHFqJYxu4A0;*j znbwRH`?9-ER+&VC>R})etw~}lqpP+2gir5qfNMA$qbYT*Hdvp9EoV6wGCT$G7#CGz zSk}D3yu;8`xJ3*amkn!SK(^5nG{*IJz(n}#E+3F#2i{uFyurG|&{nv`1RB=~Yk`TV zIyr6JcHXCVDZq6Ij&TQA_D-LLBWJk=GQ0`#I1zZXoH-50I%Z!Z=U&tr2ON!bufj9le@i5`H!=#<^7!L;Hc=z7e z{J2NwW~d3T{K>=M_45pOX_tbaQF|xXLqT^W^^S9=)iSX<+(*h=dWih$&kf!*v_0l} zg+B=Tdv{TXAq7=VZ4*Dth+jP6Mv!s{{0TOmvHE5h9!YaPHD$xR0iEwb}yuo;BDD z1ImpT_9btUEdQ&K0e}2!$xi`G{t>X`-5!7?4;9oHUI(1&0Q`?7&-sT_of#Zp#gG1t zsyC$nvgDr)0q1shZ^&SOz^U#Z_#aD-hVl=Gx-ufblEU&-a~hfT$L7shaw$~S*PieDKL;6YWDKjj*c(X2Q3?#CjOA;bU8-=LpZw8Qo;KwT zJ^0ES%{N`BkoHK~EVujVS0%b?9iH7l9OWYy5K;U{TQWQ5rhs0u5aLCC+2T_#jom24 z_g2Vl5OH~VmPUEi>4LB1oQpea>W;W|?7%Z>#q5$_;`Ez)R^GK{>)6Cy`HC6-VfuG{NUtI9Yh3C|+>rCOFpWEf$cd446lp6VEMRq3XX`td2**GUn>j6Ol-D*q!d z@3|A4vqX~tIOE;zM5J6-^?4uH)0~EKsTtD4IMx0jW7wJ-H~E1T>6|jh4lV=lkrT7v zT}u9!(8;JaQieF+24onC-{ON5DVzy&PBCR1ay2sn1R!K0UZ$Ol=fv1E;=6F{h9!2#KAEAXivU1|7#z>vs`S2BXAR z{2rOaV#S}BVuA9BONeiYrm@UvS1P}89%D*~INi@x7qf-v3iu}U29eXncUAVi=l$WE zBS@Xd`o}0GUoe=S&i;WTpyvOh?k&UWc$$6D1X;K{EHt=Dmx8N2a zxVu||y9SpKByfiO_q)%#_u2P8&;54phhJ4qb=T0nSkOJwB~o87;Y%^$PqjTfSmew^ zywyL7d{fV-oa*7QPIJS-;)-;!pw5!1GTkz!s* z5fqA8Vlz-8MfBX<`^Ku&k@yw$G6jR>hGliMbL3W)_~FN2uGnJwX>qMeN2iz)01w$c z6+GzYH89T1_+|F8lTT@V#)feccitu%(UXnYdBHd+Uj}ntQaL~5Mp6GobF^u#rv6Y) z9SvEBU|!y>y9FgGYys&@pC7%FfHS@-c3HbYSzD9f9+Jq~0yJ$6?r}Avg6EKez|q@2 zg>yr1cxN!MvcQNj#2L}t@)6xm*oS(z_!x0;qsva_G{f5W6u@`@tw zFGfvCl-_Gv#LudRait0jz##LaeuCJB(jS01HfO0hhP-9X6xf5A)HhnX$3Q9lz2q9k zHKhJF=plWk0z&AI%#mtPp5OjWxsZZDq8AovS*~VBIqLjWBY)d6>cMTfh=KsdOz3JtSbuYv*KbQ znGm_(ZJ7kBr1}S1bWtzWI6y720H}BQ0ChY;D6M2XT_|P2esoCzhBxj2|Bx)AX2j1J z<>XDa{>6`<16zJ`nZn75*mz(rg^!^uP?Y5kgu!FXPt6J^!yTL3=FdXiHY6z620ds> z?c%e~k(|^_;)U!iU<6MK{>c22aUpZkf70JOm>A>t6N4?sPF^ma_S?u?i` zY)ki84yprlsTTBYg9GmX{G_u%I>nfahFN5BAB!|UcEc~_ioC7y$_*uGBy+PrYP1$y ztUsF-g!C2Mf>8QU)(^GO3xAVFJb=?Br5!JH6dX(j{*4EqUl>r ze@Fp)Y&Y1pP@smuAKDPm0~Rc?g2m}PeM>LY*1HEG3#z`Hn)f?vtXmf5RDB<7dyT-e zZt4tWxeLCRhyfLk+jwu(?*>@kRPV~~1^vkio4BN>vi?ChWn{TZ^gX~5aHBt6g&s3Y zH|x=8{3cK z;W2E!n&A;_@KiDko=(&qG%ez0?NosCF-}%kt<;1UJm0tFzRlqUwLoHZZD>0kEGoK6 zov+_C4NZq0M~zW~FTkS4riLnPNXe0C)BVg_?6P1Cy}5qo{3FU(I3Vkri7=xqb~+Ff zUX}}xJb>T~L5br4nLty`Rf(R48yqk_M{&V;d=+C24)Y$PxHfpP*z$P6?}CZBe(ZSE z0mSE(1iX@vR}ujboE(El$ncobn4ZtC6;_A-k@^COU_SlT_3^%NSi3QpqK=Wl;!)Dz zTvjpr7ZGwq1$yAA;EE5r^m8l;>b)woV&_5ahmWcqkI&|k_$=O-epVuaCcJ`0&zVl) zV!DdTIn*koSo1FQ-b^l7=orosou-@oW0{dH9dmlE-9+Ltg#v~RDUIGrm>w!aX z6X#vvSRDvyn)qzk?JZ1T?s8zP$d2&$sk}iPt#JuB36G{h&+7lnm8P+Q6LE$T2_eAM z4HHPr3N%)IhNwz=2QAJlZlGceB_^vRZna9cPSBPTv9v*TDMQomJ_rL zHEy+fcT7;CCC%vcK9d5>-YYx=^S~ghJn+KQ{eUyys&$0STwaV}2FMg~j*Z&*2S3s% zu#QjkWtJM^->@P9-!#qn^He=1ou+_$=+fy({J}A6e*8llWLK(>vp^Do9X9Du{5!Fa zw}~c9I?Vx^puSLqG&3fhZvmd5zG8$l3nrbmfOJr4#>A;7;&0PAl|vi6QelCy*f5-= zXdI@M&6It`xv&zH!=Vx}U16ptyfXSGHpTQLH-YkP#aKpY7S`mR+?9{e@UDL#%m`!D zy8|p?c2t=R)_b@-VUDp|HhpCm?oFhCM^XMx!OyVoNWF)fTqj{i}tG&?;&Us6>v^mPpM@GpiQpMeU#uDr(|`(q2?qDUNHF zH6kA>;-VfZn$!xOk9P{H%hymvnlhrw%iV+#TdYJBl^5K4Q7stf3$`+O72NI51Q)*E zJr`bxQSu#h(EqsjMie^r5i=tk->P~lp8xoyi^}Zh^LpS+#aSze z-{e@A$u4|McC#rnch@#}T=p4b)Yk*x5O)?h4M2S!(8y`MOnRY^`%E$F+X0e*n#%yY z&qEA3ZIDSX8FHUFMtwgZ5>Rs+Q1*F*A|IP8I?@7JkXT~W5A*!g@T*-E1S;TDdCGE4 z2fnyYr%y2HRRuq2TJNeeM@A#5^Oof%hmH{fi)imHU~9V-1asTa;xGVo(QVlk`a{on zMVHlo8yZbCKLzowYgAIlu;m0$GhfkV_uqyf5YJBq^(Lbnn~QDD0+vM%r+_8>t~!5Y z1+=2l0XDvc;FSx=WQm1XA&ncXp~qqp-=EWc-RS-+8@;t8FCM0Tg4>rSqK~$ zqy8q}Z;`VULfE{duLTR0hm~-!A^?~`jxt0(>w;lBI_zx&CJ#F*k2BB^s32fXiX&8( z8yZ(ZGC##KWQuxhp1s2Z^eJ;B4SCR9*o{hXjQ>@32|9`(vx?6^%#=}eE{`NE)-Bvo zHu1_T3csXb`5-sj_Zu^vi0a6&cKD{{D=JSS(O^ZWf&g8)GGadKPvCbA+;BX~3f7U0 zT>+VNGJjCg2bW&zgWPtXf#R_vIx#3(DK7ChlSYzPyB5$jX^aqhk>pfS8fg~Ib&4d} z5~TNCw*=2)3Atkt1{7F|2N`T&k?PUC77m&YFz$i_;rQH7Ft%)t*?aXs>-)_iy#FmH z8!`zM5tsp+UX!nmNqWuBHUZU~WpsQ|NK=9wciC7Vl8Ui6T##z7)$`TNZw~%Foi1*^ zpIUq=i?BIfjHPH5<7z-5o1?wsrPwHj>DU(=`2 zkCKyIiD!q*)A;gzQbNiKQx3a|>NVtWkfLy*6phiQ&1WSwT2+F}hC|y)kvf!#z-?9$ zHW%*af;I*BuaC)_{$}Ps&W0 z!{QN23@=Okmsj$P;dQi~ws{C7@;bb#8g*v4$Bs3WpZNRJtSMbefYGw%vr-tXX250B zpzSQm9LhxEHk%2XOZB&~WAG@G4OXR3r=v65{a@A{+doplF9|prfjB9=?7%tbO>1{L}mO0;iH@r@M$(_SoBNubPDx~ zYVlbsJTAWBvhhgu>%Cj6Y6(82L)IRGUMeTN_k!w}wA5X6wE2MvY={|A(;u3}c%3%UOZLRRG$Q?vBE{`m|nVO2^clsX6=<#a`}~&tpho0lmyrW^CF{a?t%uzGnZKh$%5MwAHMM9+P8_`v8J_tb8RD z-(0yZ((Qd?Q0guCSSq?Y4Wj1!o?5u;g%V*TeAutw3pfAvmPuH-LIXQPtG9c_hdmNC z6TEo*^CE%f!b{(%d&PI;)8ri;W7(g1(DCxSAfS#c*9m~L3}M;rX-f`tabs3AalM8}u2Dc+ z@C@w*mmhCe0QbvoXouu9E@IC9kuY4d`4c7Ptm(T}U(V@(gw{Y%(mWDdUYuRtTVF&m z;@I@hyICGWh&zafwm$?Ry$A;JrdMhMK{p&kC@O43DC*RJs~_>JyC27^yWiMfcRy5F zpw62tBjzQ3Ht0An>tAp;MfXI$HX$z~9ZvPce}%gFz9otNE1DD_?^*uA9>DkNL-DC! zIzXi?D8@Zyk}EM-LzBX3Qp_=Knk@A6FCD$5vj`%TJL7>b)>h#I`}R|LbLLu&&L}0b z2ErT^#`-BHI=j#0BKk@Rh*PqFiIXzmC%>9Fm&1RZ=wtu(_qe=UNsmg9G*BSqZg-L; zP09o=o$Eq)6%V8=Nl%IaqZiKGW1z<;Xq#=?FJvWZ^rTUyQBh{%ot!UTlZ*I7q)poN*A{!0r#- zD#Eir+=Gt7W8%b?sk%ah=#+;!N<2O?=f=NV*{7e#v#5_u8cc|-`HTK}F=t>yZREGM?Wn<07Y1~~*&0%M%CtuAiD+Pv zx4TFQqbM^wZR|yda0zM9{p2LN#s=h$X9CpXUAspPII!r^19*ijw8{un691#yju&uu zH;E$A8pmlu*5mDI4nw{+M8J|r4usWbcO{Em#L|xB47>nk;9pKOnHQsteJbLY8sJT$ zC>RD;Y2ukQ8T{8F;1UP=5~^JTBV+Vy=TbC@$GfW|9K(LAvjw#LYiof^h+M>n(x0K@QZMbbqc9p zF@K@FE|$~jvgE`1FfRtlk>6hY5*e3#SyTj;TKRHYrGc|c%_|P03whNX26_k)TDE`0 z-fBBq3|&>RIU3wHvA#_>vqnxoneiMZ^ENnA%lOEnX8C$6t9`CdXfTTw1BQfSb;@AF zD~>?V=yx*fluY)HAtNhL`wX#6o|)b4189`?7-`L1y}Py$*Vy7|?Xm{z+pvkvaO2wl zml&PH{v96S+rPtm_jh>iP{8oEhP&(f1OKdUpZaEn^suz`=Tfs1rw&g;mD9B3`~HvHmuW^E}0(r~xC zlLT>5fbkRGF6#gLR-tW+_l-73uFVI$hX?Q8Lpv$?AHr$5wP6>I?H#AZ#S>I`29}8@ ziHNl>y!(KB@ZozCy+eX$-h&O8c7u)1px#ie)}*0QaO9(=kW)3yy%}U>mrcSj zNW;Imtec8(Gv~8R31pTQi8`j#-;F{ruu;GQHVPJbn32M7i={B1iX}0B7fWN_m`Y$? zh;=Z|JQl2{9{Q@DJKuCt{@lhX%qxH4j<@nWH3F-k?QT|*4fkk@#RoS;k-(T^2_a9? z27$9Cpn8^yUcgzhf8=|X>|WB*YJY(*nh+*So=XL-j{V__{t9y_!yW;!N)B#lMVlvN z5O4Eq09}L2L1<2j9<6AaJzdT

    l z-tyqpZi3W)oJw+0qVHBRjHq#N-%M(>#Q4qBSlW<;y2$$+T?ukgam6+~?T!^jc)jM4 zCRyH7aqIhK?x2v%(+DL(4|Aj$85d=`2|(&(`X6qx5Y9`AvWI^p=mXB(46NFt9h7Y8 zVcL{Um=htCbH3K1e%(CxZyEfrAQwkaERHgXYvud`h(dbWF`!nlrA8N&Vn(w`3}`T2 zYo_nXVJi~>dERNRmmdz|CpqkD4n@pTHtA+l7UR<8tjWsLa&K|eL^5avM4(dzMF1{? zB4|_|AB0nL)Q|-8nvOg=;}+n@IM-QaIuhx83T19hgdz`tugK@RDbHqdj8|iIyixTw z+?J@|z=1LKUEC(IK!HEDMuA_p4%>#c3EM`sK^BM%E?ZIpr%xz=Lnhp|J*>^Pr-6Wg z!y*F9piY689f#AnNayPVKd{4EO2)Kgb1~PO)^rf&!US7hnO(`-WEWPXG7~N`$D0^( zs(}@wGz&rZJ~jO5HKyr+v#?KWd2N>gdBv9jEkVo*Fb}}Xs)xqUJkzCrsv&(d%7QIk z;YAwhe#{2E#`+i9CG+Y$JLT#F@PmBPO9KHo-kRlru1sHnz#h*C`4%+7P^9u>lw`Azka}}7 zn8c-o>L9()i^eI{qsq%K3DZX?*P+sFKNh<`jO$%7SSRz(rDpRwgnD?N?Y@N*N|Fh= z+m$1ZM+G7R5)phbwmy7gg(ZhlES7nUqdbq%+4j*Y6UFn0`y|9L zE;MJRIeJ%~R46RQ$u+1F1(6KLtuVHbx}4$2LzpWpFSgg0pwN5M7Ub@(;1)-y;+aG& zO1<%*f0|%Q{00smm^ZiwVDXjV7drwC{hR?7Z0MH=uuwz427rYd0#ERZRZ`PwYPE7& zJ*S6bbQ;anLdJSMJf6^2Tr&>K=7)`^o`fAuFj($QLGT@b!$^tQSy(U8z8s@M^GBBo zfimR$(;F7V#Sy0XT48ElBz|!>e2)s`j&_)^z)}Rr6oTb^!rGN-RQ%dy5BiI5ml~VS zJ9XU$gT{eVNDbX6VW)||A=3Tm$UB8fJPjHwiOzVVO8X3QXk88+@k@I)N*wWhtO22Z z?)(%qCbv}5$06NxR6Bt#9d5gL&G!7;6W?E#VRx!yBltALS*Y*H1YGGY*7sEO58M5R zkrP&GXXY^<8LZLa?^FFWSX+krlj&A#XB+f9!K-nX5Oy!g_m_?Q!z4fabM+6Cmz6zTPr)daXq(A%gqXLWwc4lEedh92Uul@YYo5}fi{4( z18ufxx&1&Jz{Y_#fXxGK09ysx?9y^~fi{4h0Br!f0cMZIRzg*&U6#lE!Ej9&`qL5I zPi$HX8F>xh_{i9+w>14MCcsgc1TYsRArW9M$?*8I7>iXZ z)A7Juih*PdA+EC+XG01)^QTWxlB~r@)cla=kLNn8GAj=*)$;~2Z-abi~M z%MQ({&Wrm>()W^b*(Yb^%%^3SulF4sBDS;EtQ7YjMq1JB;ZBIk=hjhwklik?ywy&k zI3`u%w?G&yzXqjY}PEI4tja(5>#B46@+UK0(}Eq`P! zqQdBT);k&rsTHvCV$ns|C~((Ad@L;cZd0at!-ZhvuW*}@P8M33whfa`&0`V$@1UO% z(hdP&5=|&Yk3Ja7g&k=`?6P7FT^HBKAf-;h{!|5Tm|Li=GEb{h3%{wq>QgoU;;Uf) zxwR|x5c|vBtp}Wy=9-fkO2%)1;dH=A@J62%qm<~IHIBIZk~z&QSPQ|V}ft5k1hlRF8CjG3& zkGUJ%M}D6p3j=H;{x>E#`8t8G*<4!nWh}v90DKs8UJ#Jt4+}BH38D?&7#KQ6Q9Qk2zxHU$^#w|q#S!C)11okLW}KKJlDsM_1r zU2~hBV}ZVDG>L-xz@SKeXgN}h-dK;hKKS!8fdc)eQS@^jhW^QuobT9#XB$#}(r#w< zM!NksPnTv>!!alCIemM%iJ-an4cU_Dp`GtKu9>5-ur6=RGl=~e3I)TDLTyID*VN99 zdE@GZJGRN-W&(l-y_?Z6KjXT5dv8XY!~DsxUyQ@x&O6R(dCDYW)6N4z5f5{6dMwE( zPpM?Yxv=bFx7KjYsXtoz?LIB<2ofCESt)|^>va+PSl8mv#-t;8S-gM5AvNF|C8+o` z^R7ga8}F;g1btCvhHF%ifnfN}A|4xEUv1p%a6%gkWx7C)m!ul{Ij@p7n4G!-{+(mS zA;R=bGHndh*Wbrxu~~q+toVV}s?mBspge;+uiOl|tUMBu)}r$=EiRrtFPRdax_AV8 zS`q_N#YsSr-aqf0Y;#-_c_4rBRNi9$caK>UWQJ!%L;9P%PkwKlb`J=*8siyKLj)}B zs6!kOV_g1Jhi!a1*$~by)PN0*wIWsF$p}?AKExKT>f;iicEddw5*z8;s^2vy?KW@i zg+8OngU+GJfzJA}pa-Wb(?kD8uFk=cJ2Yr-Z<3hHKlRdmyBprw97PAuBb6qgO{T{* zjk+aDhXp?Mvox-b_$-4X1)%kc1a{DL0+2KFzvEwd zH2=k~((}(`4pwt3bu~*X^)(A^bTo@?^fdEN{Nif$Q{>$^VeAHGsif6^6^?_aow*&+ zX_Cb?7(&dkG>dx3iYvD4^Ydk94N6$n918MnW)0eCGueJrk5VEvRTx>;>L$zL+oZS0wpzgREScia)BIX` zNft8Jb;}G%xjo#(^hWcaW?y2DvC^mGR z|6po4A0b_%)^DZsNt0KRlvO%Nrjy-RCW$=LKvq4$#~QiOI>8l4Sbvzi<74=8qJ5HU z1b?DZZ;RfkU+-hBHaxCKG6y7iemhbRgPlFlcBbKyLU7W z&P;jsMPig#pVsU?KU)LzG+pP{Er)yy$w5;;5+EDpgMe`8Tc7(?9h1dzT0NQzbaT!n z|5CM$TPwNXF%;D90Yemh?pv1owFZM_1?pK53k+kU6K+ylxAPQmMz{}ib3z@rVCI-K zWYoYl+Gm4&HLU_f5Y9rqCFER!ptW4j4<5FskKh{?*=>nEb(_Nq6lKt;Q?eHSv zJ)MijhGIvb7VUKK@}H}3Li3}O z)QYO_CRyr_u;s0{y80K$x z&{7YV{y=R0`=BX~?q_@?$>hb|DX&OS`0oRbgq7;NHHWrCXY7wz+qv2b)%3vH z3%ut8DzrrZJ8b?VkFLol_b7js;cDt|3CwfM7ad(^u`X1KqoS}eRpxf%CuhUhj8FnK z(st*kYtmkd+l56sM%JsOJROKrogen6Ny`w4(hAY={s)QP#4{g0{Z8wR5 zQe`kCx7gFQ2g5uZ+0d?~C`fzV5e!B8@$jlPTN=(eJz_ZeGZNXijk}piVs>Ws^XBdh zE28Q9Q$AeY)g#`d>A{wcGsm+GA&;)_ZFx9Tz+4TcoNr%@rug~R?X_Wd)D{nY&|aP* zaTfI-dN>0ABwmWEcPHQpyXOC1^T)Y1ce1B5Bu!?Q(s0m3LjTRCjX-vTFB~^%26nFr zw_UAx?oB$$Ewu1P+;>w?A z467aZ)IzT8ny?G1*W_i@%OBy&EA}O`m31E4w_5-6bCLod6=LCfwgqbFv=eQqJn?=m*cOp)vmZmSnz#KkJ zLVb5U1|o%moPP?KU`VpTZ={#pG#`Q~!{4EZkG3>?Nd?8r;RA1jZ)2~D6fVl-;j!X= z6)9XD%EPnA4c!J84DCEPdSdA4Y(3>*@}x=5LSxAkGQ`U!G6cvn5J?}JW>~#-#gD33 zu%x8da98WTAByp3L&2`%We^mOuMvm5xV30$VMW3z9W&d$a!C(Im^USQubArDBB9HH zmilE(RHN(+DzI(XZ@08W@WlkSNLxA2UkPfqie_4X8{%jeHp~BMi&&NwdpX@q23D38 z6jFjmC_ERl$xi|OK&4EwmH_c5kv85=GVpl>OQN|*@P!?38GV5Dd~w?5Jgg}Y?2Mes_3ZdiMmAtH0y&^X;x$>Vkejo zXaf&MrKl3PiBHP12EIdi|87;^g%AtaFz1-LOhmGUJ8A|G9eT3+2VOA zSPaByY#XsdzUXkXlH~D8>+{4I%}qoYN#7?_^4jf6f^yt|2#0iK$vppAxY;W5X@PsF zBQ^BH+>js_ba+u>M_VdP3EX^3fJWpyP$9@rOHk!+!s2B4S&%Ta+-1^EJJ^>94s=99 zVBPJ*sjQ+-1WO(Bx_a>KNHR4?EphbHi_np?gtb6qC`uFE#um(*CwlYx$+)cuIXCIMN)6%aJf!y zVMD6izPiL%5vCP6&X%c2#kx79>Plg=G>G(%Q~idrO^&s{7|ui9SZ_F)!{&wryPzYJ zS0(Wil`&YqnZTugaQZ|8b0p6@Cc!O1wYND8;+vZbc^mAR!eo$1wu1Ph!_ML|pQ{FizZ#Qjo`_fzNZ+jES20fhI0izk3dD&)|hiywN3Ub~AQSlwkKx$4T z)Ot>;H^Z6e0fl3IJbab^osbc}p9Ri!>@Rfk`kZp$T{I?H1Chr($)*jtry%jU_)si1 zaku{~F2H$!!(w5eaa3Vo-(}Y;g8l_S7xeGws{`8p1IECE-Tw=q#9hZ3;aD7#h)wRX z6QbEdTxLX2v52d9PQOB3 zZu3s->xvceUdsXK^(4lY>NV?;}896(<6~f8>{w(@~n!-CvM=lgMk9NwF`4jG`SI*%gUG@}F zA950ZZ5L))aLiYJWZme2D;+6u&`fZme3!5gpH2pI+Q!QbW9x}|Q3JR!I@&r-4;GII zJ<5Gi%1d^~aB*ml6o!v=H*|uJ%_vH_n!mD>mJ3vi&e*f~RqcWw21 zez-;hCY!Q0`sVG%LLYN*9J?E}ceX@Whg#UQ%8d1RYThSyU3wU6CsADo#jnkk5PFt5 z1)+Y}d4wMFqeI|Prg<&G+@&za<0Iz?AOr&fV@jxR8~4W_&6&m_@PJ@Z3kVRdbWWe( z)|bXka?5x3Y`oUp2+uz_-xv_=ANFvJ&jj152pIRX@{KA-#LS35_u+m}VTuXFnXKi$ z=yj|M{4vkVyTo&h)M$y=9#XP)OjwxZ>q?9v-nQ>{*_5&0Z9TjPGU7cu`BR~LA?Lig z(CFv)vHf^)2bNPK?%k@v64*nxY6z`W%Z;wRdJ)0Dr_KhYy*GvX0$zKnYWqWDcoqI2 z@!8vT0qDK44<@ZJ`G_4g`+_I5>kV|A+3`(Ogz;_ybX%IpF?sCSx#rY%NJ!4upyBeH%)lZ2*(D^TjWd`o zlpm!UJW;9Lf$X@`3V=lGUeb$2_Wn!-==jNwM07B_a@te6?{hlLmJ=17%leFiNfUCA z@p1iRNU8e{iP4z}&@unnA@7r2)-nB@4+|DgO%PYTNmsu<^3Hse{tDk$L5rLW(nepa zplQKdnEb#|fSU?iVJoAQctJMUj%-WNecXCQ;0Zz3t^2ah6gG7HM=w~1%p9fg%CA^+7;Fm2nq!& zhlYhQmZ-rZCBcW-m&cR(2nOabD+XK)s0^?364c+t2A_0bkgy^dtV6w}Kl(;sGQ|=9 zAtAnFX=7EGI&cx*Og?dd{&DMB1F zeW0F9e4t?W#4K&de$S-nOcrJ$l`02r7VjxkXb%EutPIAqa_mx`>Y<8{fC$^lAAV^apf3U8cju3&t?&qHw4o+s?s%e8GqGr1BYL2&M09e z;x&vS;Ko%Zm>bUVw||fv4Op`EH|?1Y5T20w=g653*x)L;WqSpZ>}8*GB@HGl(KVbi zpcb=~Su~tS$m^f(iN(mO%Jr3x)V*0!E*J*O=f9tHYB2kR+HM*S@_l- zC*JRQ&!q2YH&lY(A&g;(dyYTJm-JYwPoGWD*X2GK`3!^|Pm$wwaYzP@1AmmFN;oED zUx1Qs^V7YOOkDNI=@M4KGC8596OxQvr+Mk*Q~0Yzb_s@wJR=PT-?DX>FwsOPr>ssI z3Sj9=g+amAySFwLKZ@J2ka4(Wh9vTZ~QWzr{J=8Z+2G z*21?z=h-9rpWeVx;+XNg;OYcp4Y|@cNA2*asnHrUwbb%(Lx&@;tDR^98#QE$!7<;; z5uouyYew)8D*jLCoXtgTe{evY5u^?WV)huyaLz2 z-w|wfTlDg9hHfDU*_;KZUVo{HA6RZ?P2vzc*goC-2jMCQ3b_GrxyLfgq_tq;T2c`T z?)g>%kB=zFtTJuj5SAYV3Kpv7Dt|YKCGOhEPq=XZ%f}SfkW<_>R!IEzzm%+bEn$QF zj}8La{st%$SAs)S0W7Y4%pCzc$;41Ym@vp9s?!D+OpP9e#O4?S6&_i#m_sgEBL7La z%kp|Q?}Om+W2Tr7&|%`ZQ@K3Gk3RVkIRkM6Y0lqb$+%LQsT{BF)Xumb9zEME1l_{) z1-;kcz~bn}Rn7g*X`JQy#xyHipT6iS;3ruJDxnfxnBvFf+SE4B!b?ET9C2%Jg}g8+SOzM)8>a zMOIei=QK%&PAioLw282c1&e(Io()vq4P~jtUSgTcupjrr%Jq4^>huSB3~><8x70x# z@70l)TeP?>HU>s%rbpXYcz~>YN)GMX$;z*h{Yj-M?!_#FN(@#hg-dPZJQhC-VVCi7 zM8i*XQ3wm%j~pUWl%f1)FxCpj`@R+$A?);=n&Lh&S&db_3s4Diwp_6NRv^$Sf(K)E zU`9V8eBUaBH)MLC#Q0%%4?Sz8%dQU%_m19WR=IBp`bL!R-f=ei6P|SV3Z#jNAkU@kNMRHt<}4>VclO)<7y>kgM7=dLgKpbMKC!}f*}$qN>zj$p2Jes`z} zT~ztRP3W(F=cJc|+9(u0h98nHLQNAltG*IRmRT<~Uo2`d!h?qEB`+wofq$4bq4ooh z7AX2(WBgYk*JN2UI#u5FZ>ryr$lZ)7MrX=NtRx~!JbG*N_JNiB;wSFB-P}IVc*Xn4 zYmv&zYmp$;B3ib9AL4`P^Q$`S7}!p0j!xkP-dQi@~(ra4ohj83lWZ* zXr$H3un?9W5XI1vss31 z$mX|e1oDs+K)L{=YSetE1E6E53kIpi*%O2-oN+@YEU60>ZW#qgz4;R=lY3a8R_{Su zBe5V`=9GFeD8s(z`w7{Fk2Yt{~y+6TU0R$ zsQ#90<7vNKaIljT;_`W-v4UKz(4(&tqSU;wAk#RryM@J%clX>OASvixPS;^n{yf2{ zG%ms45cDSJYd~U!8KGb6@bT#&Ci~VmDL1P~_2vY_M3TenGH=1$G?IjjEr8>`Up?X| z1K_N03EC^dgAH9lFgv;k;8e7z-O8k9J7EI0$bEjo9P)i%7$hnA=1z1-qHxhmjA|&4)sN$cZs=KHz5A9dN$0sQsCV#-<=Y*IhZs zR(s5b^rE20aqo`;GRsB*xxHeI0=UcD{FdFG%@bV;6wtvDttS)LyA3$l?}Zofri^{8 zY8~~U@0!btmKRz6=e2afZ&OoNkbbR%VqjpPj!Fu))Ys}=V!p8s&JJ)`!D{rLle6jT zgcBS9Ua$YpE4mzD^3RIC9vV6YT)nR7=lH8Dz>03qyY$VVRe3$nPYHFD!Cpat8+I>+ zvn-c9Wcvyfj6jpj2^`gYY46!&k=jE7sVnlrZC&*g0FTwRbJ0&&nTL#5>c1uY=oM@i z1$(q))$dr4@>?2vHXmg5zaUl5NA>Y9nhY2cS1=}X;Oh9CvW1MnTQNl`x7eDF6j4H*Qq{2!+8n%rz@;}M@|r)FUKP0Olv1=jtV5+@`}|PdM@O3> zwErZQp;GvWL^5SXJ-@ROfTcXiB{I0Qh@WJW<_H}|UNTjh6A0^P#DEF6_l!&I%e_ki znV8p)i-tH!<2TBa2|G##_gsU3DQsM;5W8;j-5#(KV4M$}c9a`*?ELP4UBvm`R*++I zK-3zd64Fsp&0py=QJ(onuc5@O?RQG1E4w!g=`ALBp=ZsSgMollJLNXMI2VW*H9qkY zlz%PgoMBQL%xCx&RZ9W|G%ne!%lL+Ji+-B?KVULL-)+)EUu#lFpJ$R!A8+!RKI2;D zY8b8UxTAmPOk2Dm-;6aQ(kO@{+9;?g;(x#}7^AV%+b5`L7$3tz3=9cWr-KBl(?NpS zB^h?U6vG?8slsOeIU|D!*{J$&Sil6*?7p$Z5QDKzWaqKSWa6>Vp7G7CslHB^TzBiX z-99w1{uf#yT~zo)fJEkN;LX>f>^R~((&Bmx-75n#f3Y}F*R^qDT_3&Uvuc=rQYQfG z%d%$5BUOv!$ky%_&ZQMJ4i*^hSHv;tOl04|BidomtMBEyuTOz1L>>-Nt|t(Tz0HCmgd0a*JNqWTV@|sDCjG# zKK2W1N@JUPdI4QLusUU2F|UFm7DAWdn`)rmB0|Vzlt%rlo(uk_epk)+W3Ic76Gay6 zfq-tp3XC@X-cZWGAGqA5%Q;o&X(cvKr7{A4?}K2l2<@{HpXbGQ7MU=zL=kU0%u%*) zO4NBe)Jci1?QIDn-uqcp_n@88l&c0ASIRZRRRryfh+`KQ`T49q?}B~s1_o9_15t=j zHh2r;>n>_;S@FpT{MTLTzXA@{wqWk?nRhxb$d=arAvC2k{oBirS!HaFq{w9>5pi!0 zm#m`k%TSiCR2pR;OECSN(SFEouvd)%kUaKJ>w~Ib`r0R!l`xji3Y@B)i(Dl3!(Hp2 zN}QSoNnHz{2?;G|SJ)mNke=LK#O4Sd&ILo*w56~(^^dL!6EY#>b{xL320Xe6DhK~5 zo8v_&EB|s;MER&#<4)y)Nvx?X1aQE=XvGM6$Zm08iPqZ)y-lBV zS9IjhZO!A#7vN-}HixYM4df3Bu_mmsrPx}gMf}9w=Bj^IMMEfZO<;b@2NvO~qdvg;bxOQIRDjQ^*biW23 zhMdJsaE|*Md4}25aea|0R)T;0A&vfV&{s^3%xEOHAwuK&fSye4nmamT&u5a%=tFKp zo5Ss+&XO$3abaqC>5-7H3&Jhihq5@k{G1Y)+Zl%Wxtl!x)=;kuqIvOVV5tj!IK)0y zd?!)qYTsF=r2CXO$^AUgarL}5PFvoF!^p~)KtLik6}rIWWJ%uK$S>4;{^C~4F9xt* zz+3azt2%yJfHl?eE50i0_*DVMQO~dW+E&l6``T8|Z`e!PHZVmc!^L6Je`inmc#r96 zyZ%Nfp^=`zsmK!sie?r}@yuay__$Af$ru%yY1>99?3=`J+bB{NS6`gt2K&cnt(~Js zrAP@!MvT_AM}=Hg-9h8M&uGZT#-~pC^oz%?>`ps;P&+S^gO<7h<(c+g$X`p2>w0 zcP;`0weR5Q@KgW2W&LS->idkfcKw?7`}c?+!(|(a5r3@Sp*j0Ee=LhzEXsN9tlh!! zISG_0Ar&f1UfgY#fS4)iz$$s&xv7^RaTO%H#O}Z-i8gW}qvVFPy5U(PtDdgV%(8Xo z&$~V{GQe=YySts^J}Y%?<7F-mJ-)OAy>ElfWImCEykD7SB09eT!?KO3D!3P?3%z-C zPlMt2(#)94uE+zzu1cRW^F@;$`h!{LvKl8H5UcSG>M%lDQAc6_1O)fTr@513PkrBB zwwDoRol`JUrTsx57o%JfHMyKS*OBvCA^skQ5bJqSQAo4`dqgg?Nmwxii}9|kCo0uD z$zWj2x7WU7mFj76%y-*<;4^A5Wh|6Drz5#XD-GFij&IuJHUv+zY&-X)^_GJ>6~>oR zD2R+Vd55EP^O?Etw|+Pb>3W80ZO>7F3C>#R@HGa2uTkArY{%gB(jj}!+?X|=dFpqM zdCCE6KC8rScA|>0QfV#@2Si5$*LxSZAy6zSa^?GhpS)_R@~O498oE&em=3O&$CJtZ z6};bJYR+_s+gqJ|)3!Gsmk<#a}k?40Dq&4ExK=*#&o$T3) z^kTOHmBgp(&Q;&cIgVIs9mA9FzilOo1Zv!5osWFKTJt=d_B^?BfB@G0XB^3mPB?SbTC7EbN{@mX4s3rjnOEAgxbc^Ru zx>*o!rdd#1+W!D9L5$S_J^+{L0rZskB(wm^Um?klzg1|J^LAK^t$M?;1aGtY-ysBf zhR?QXS8}vz7b_3r&I*8zCxERp?!^8MANIm54|()oC<&IVNiqD1%7(i8!9#F87-n~k z@6!~`fi|Qkr@~*Da!#+!tUf2y^&Y~m5l#>Wi)g+F;{5xRy>SoEoX())FJTG;&)y%% zl{;t0{QPY>eFnMA=3cz4$+#0R!{*NF0&J(Z5DDMOdiLdHTpwKk z(lO?0g~Jbd0;G`dE~4b@$d7O(pB?tt!OkEA6%)o1wW_VUZ8q zNSUkZ7W?_W;?A=koCndx0EzY6f@ZCHd5hkjy~8QI0W&8*SOoHDD4)XaxMUWauSosU zLG3I~}ZSu-F=e_6N@7K51?5B3u-c{Ap1MBJ1?Pwk4Ov$H1 zR<38oqs3a!bS;?U##kOYp3n3fb#F9JsY_vsj;!xHN;m?c5Xr81K1P9o49pl8HL`j{ zo1m{>8O%X*%PbcL3fN@`+5f^of_H6qonJi9P z7T7S50Dk9a_NIw@@DODBZrp0_aE?F0b(*^f^H_#*rXbW(8YO|81N7D;0#-`743;RA zMu$R3sf4^E+$TM6o)Q@5K^#SXwkf$kkdTRiZVMtTe-wtV1BojRt!oCFWepjAzf%%3;^%|crJKX&*{0DnGZl%J(zFQ%>7ciqk+4IWWvFbS zCIb|rLe(J`>7I;zkRn%4og(u^BcH4au%@ySw}CBdKtwBn59LvMJh@b%n{ zdcuhMoSVduKXJ0S_(ML~1jt(w=Qx6HrXs^qnkT{F8|ZBvP(R%=RIyN#9}01#>KFy; z$2mw*s;ADD`Qn~Wb_~=H6rrD~$gz|bN-+2hTDd^F+dO$=dk^x4$2~@5n5p<|DJ_;@ zfF!ws9d+qJVBj4fb(A6zyMR(9b(Fp!DqoL4{5?LYZvnqb%EncKQ-|8|Nt~B%P7;#7 z-CR7uuO}#fg6b!zOZfWjrtt~LpMdHK=n}sABwXFSSym*Up{}qj8IkZd!#n2ol8LL# z&!)pTNKmhz-Juk!i*nC+S17FkRZ0qn4Kpn#s26H#LK~~aWr5wJ>BA!41{e?aLwJk7 zqZf%eK4tO@D96vUyL-Li+ZFZ-ok-fl-4k;`=W433M&jbDv_|7>9{`t5eTXKP`E)J=QN% zA3^+B8rf{xydqjCZ3|T*iGW40EL*(w1^0Rp{LrtRHmql@-SeEg1_x;nJ zuYxMMg7yV>xs!n=CyEk6B=xf@l_kPRVU?)ATq_Yw z8b~XGv{+Qp`mF^XF;jN`gj{N*ppk1YN0mDcAJ+A}me+lOcXC4v!X0H_w!#E6^jYeL z`%o*3uQs%4t{}>w4C5D^R z3)9SQ=me$^PE;~|;!WyV22>6msYN6+oamo`S;WiS``3jF=+#ew3)C}#&!V|PK7wao zdy}yA0$z+DYO7(Uh`7TCS^T6QneMnulK9nsK&aC`Bm9~wDpK&IEUk3AIRE2*gnlw6 znG+KPN3LjQwki-twS!|d9Fci4$x-Q< zs~{ou-94^!qqBf_W0uSMrBYid8vk)Vuc)0W08RjOGr>l9%;2ExSPOZ|HI&p5VUac1 zDWxbixPBS2ru{le1^jptPEfRN6B=$twc`6ejeJ+Ku2(7EMhei z7{^gNG9yr4W)9AGnHA^UsZF8ZVwMx@wbB^K7t&9UDJ=6T@`gs6ZmYm-fbN*K+~d-? zm+;Q`rvGk5ax|CCEccVdf|!jh(dNqOl!B*{uQNIkbIf`6C@dG%`7xx|viEBJk!_6a zO`AsG)PrvARNDR#?0zsE?a9%m?QTOS=lC~RNc2y=zm1>8uaoi-pMm%r53-xz7~I4igU0*fA@Vz-@wKws-VV5Kp2UU>Jeqi|du(UN9sj~<+3rv1 zUihc{vXk+45UDmsKXZ2hLgc<|)+hXYJj&SZE*98umkyU?!K*;^OwEJBNat~D>|=V^ z=_5Kx>;0YQx2QYdmgg3ndNl#Bhz@Yb|tL*W6%k-{s7|L_uf_IJcuiKu{d)cCx4cwB+yqb*Lwn zOKW5B6!s?I=v@7i5x!nyf89oHQS%#qTO{)y!-^4v^*2=>;1@qdT*7*EKnC9$`FRia0_*LGxK$ji|epLIAu~Fz{hH}vdR5dF! zJDmzRn3jNp(qpC0$K?vXqGD7Rx^KUQKb0xb-jmt=R>;>CUL?}Fnn0J&mlV0*@+Mzw z${Y(#aL4E3&c{HHf%zLkN3taMeo-YRnm1##<+Qvu5#N41;P$IBizKZf*MBR9#s@qZ zJCYCu{VWk>!i^vuRXQs#3CcELqB?Yy!2*{^L}{e;AYJ;^Ej2AW3~D}i^R8wBW#?49 zIE3k`M+gdOqJikuX;(M;D-rUO$`kD!t<^(Ip|bOoCZl{!_W)Hv zOH(Wy2f0H_)gicGW^N`B%dBNSsGt~p*Rv$4Mi8qcs5HTvFDNi0JJd3dS0ESeI#9~B z+ZMspF(;{ZP{f)KPXfdYnwr2o^=D7H&?9(j1 z3Vm?&Q;9ga{fz0y1Pa}+#zcndQ{rMPV&P#cc1R2|1FMoExZ;ypu{aq^0y!DGPOnTd3tn03}N2V|<|#2xi&Lm&!%xxH>?uY}jmzaP4H zAd#6A%NriXn>0;_>6}HJcOmb){^FIkz%MnV6vM?keEwm%6IFUOf8A5vjhe@l@m5`m z-?nftpZNFd7h$IIHE7>zjL-ZsEK5+^8);YkcpeJThIozS>)e)tLu(nUR?_Z>d#PkA-H zUQ(F5sv7cOdhnXPQcai*e~;tTD(UwL>{sp-9xf4s63=g~(4n3TqU+wFE?hCrd`Jb~ z$*`naqG`EC^|5;T8ryE$i}Nfvo&A35A9?%ST(i9A=lu>_D%suQj_9OC{-KnnBSDc~ z#sim_uG2@MP<6^;e*Q7Ca~>(fcU?;RC+@AluPVI7449A6)EkoK5>EuW-<5U7!pht1 zeZ@{`O0)c^M_HVlmFv;RTUNM!W7rTh7wbrKqxUTIL^-x&vSAtG^i@ zS|!UrSBUg)1&oYPWsiu#OX}ML;7jj`i>v~b=Hm8G73cX20&@ zG~E8Vl?Qky!OR!ZPX5&1?(j-qXKc6?e)!o`!``w9)AkZYyc(hh@xLTNAVwI`LJcv( zgD<9Lmkc^Uj1fluPEB!Zg#q<6lUOJI=n|5`XNe8!M)B_r*}LYt0~T&t)6Gp87MLTn_m51&hMi#oL&AtF7TP zR~+fEl1!?^&D7!uvzsETQHy`TfDJJ2zjzA=sUEi;uKW);@uU!F-2x}P(myYa(A9j$ zw8hK4%Dly!tcmAD0u1+`y*KRP=m-CI>E1N&3Rjh z{f4iKR!fA|NIE+vOn--(2k3<682w?kP*A&EUv?ebA)Mv@Fql@&aeXLZDixDn2djCb zz1$(O>N;mF!6~qh#CyY`tz2{Oq5v>?sW1#q;?ac6JD99K6R<2p~ zQ(#fh_IM3k2MyuovU?Ph>xL;_2VB9uy^K44wPJ`Cq!FZ_1b8Ku zR&*Yl_|6oATCY5rRz|;6(MyEzf1+_i9u7mX9)n^(-##*ic(`V|e+sW(LQHfTT>mN! z#R=7OM*>98wmRfyecaE-{!BePEoe!YqVr_PX`k|DLWvQYx5G{zg^dT-cD!id@9bm- zU&qWZ-fR+QtlbOKNH4~HDK_e28{;?5;zcJ+jlC!Sp*(eD`0k6vMRS-_aZ5&U$ElP3 zpD5&CJsHH>>~&r{{lgn0gaVUj1LEy*IP?6T&IoAle&@b)OLt=X+W&Q68Y=*!=%1X z6SQ)j4F%<=M-QH$s2dE+BWYS;O^oC+^Wxl?PM9pZi==x5d2=1i=+k zHm6t!RW#NBA6=~Hc-Y#7tZuPM3@mWM@Y(4s-%o3=H^|FSUyYdJtJYn z-qJeKX9+pv(#87=lT!9th4>-NKs`;cLsJnXqW)uT1Gh>lKeyb)!7))C zz8tE|^I~AfA=nybfHQ|j6vM*FKd4mjxq8^hHX*3GzhxG;q=J)B*W58CRBGU$9Cc8G zh}1M6eEAR6c3Yh&riyb~$SKjCLqEM|iSs4e?wg}1wIbzK>iP6P`YI_ohr#7AHG-#{ z&rE)t?M!Zy*$K(T$HiqfVREM}A4*|s?ARTAxW(e9E!GUMq>3={xMphxGmm+dVPU*t zarZ^E(4W;L$dSbnfUL1@XM5Nd^$^L(rJ|)LtBR&48*Z|faTDrVIU*$bM$!Z1Edh{s zxPr4LdioA48Rv-pTY%wTCd}+gP!%18gGP7d5J9;!8=u!bu9Sg7?&z+@i9vk-O{BlX^0Ez3c&B4O@ZG{@0ow%73r|Lbb;_Hzh2I=try^~Pyfgp6u*s& z8aHEPTNG4D>LV8>ZN=U=BdXz?o3RNdj;Z3l$syN#%Gy}swAF8fTZu>0MS4^$w98!L zyKxvKTk*4cNJjW?EY7NWdL;c{ES?XrxPM#WQ~f>UeC+mCq#D10JB~>oq%qCs7`rK` zB{kLN)*zyfRU8yEO|6|}$eFRkovLyWF6!Z3Z7^$+8CD~XnWdsswPII_{-{vY!_R`v znSx--jP{F`iPae0yN!_vep^AzfsbCRk0;Bh`G-CFiA&^5pQJV}ap2UUtVzUlxsciv zgdZOWckQvITHaE{I1|W!NN%GF4!85b^H!9YGTXV8`EfH5l}WA*5V(iEd&%GXZNVvC zz?Au5jTU59yugmAdi3^f8*m%I<4Iyme!2rQmU_B-@+Gb@gcHV`AX(uG+q9`!{_z?s z(&AZe^gh9o7}O(=uz%K8Ypldli>gq*OVgKRComE}TrmnT_%gKT*Oh%hJn-w6+>1Tk z@2^+D{W>kbHe*5?)F96C>HO;IA@cMPs<>5P7qJGv2SyVu@lYJeqCT|I4r>7t$A_Od!j_c&6y=ZysY)N4u0|koJp~v12A5e2_vHtD}ScVWWhb zf3d}7LzUQ8*RUqCNO_4{^EObCgE68^1QECYz!vk}-zT}^{rCA#`gyE1?a6grZmAMy z1$jF9%7t*%7=Jd7j~QS`)Bqa^zEH(YgLLn&Tj>||+?2#>F#P>OB$e%ANfa*(&Tz>)B*X1Be-9whwD4Vk`QBxvTXTMbnPr(TuCTN%@+)kPCZe4USNXLjlHS z+-MM{wtM1l#lN)8&-rc@HvzSaTau=aO;J_&pI~sr#oxX_@91i-A@RZOKVazP2ox_a z>fL^nwB&by#Ic(44h#TjFOOKkl!gyaz5UOncmPdb!jnpn!jq~3@l5XN0d+ zr-iTL8}{pkEdIy~8T?@rQC(Q2iu3VetdRYMfs|`q^L9UnSHM*8jDknW&a z3dfC^zKTyiv9u6$3l=9=ej7##vPqq-eaD6OCT=(8R#t!Tan>*2iwgQS0I{c1cl$@L zbFRg(eJDu3F1F-5sCg8Ev8C}>r<$+7Dkt1{Od5B~KK!Nl33DFK#GnKz zu(e(TFTjFCS&mhcbzqy)Mx-Nt0!7K8@4S}_|hS*ch&W58SaJdS&1t1PSck1*b9SCf9`g|O^cd7LA78dyE!J6x7Q;Wxhdw4 zCDQx`-O+!9uZ`ofNEz8R9`5GC?S66#>O}^qs`*kbSqR&j7J(JsJYFixR6br#fdZ#w zd$vfPCg+)-;BB|?Ph*nEbX%{nX)o+ zKRS^J2nZu>^KShZpp}qj@-qqJTEUn0#vqrM{yjkcE>?p_>7jju-|}b90(a~E`vNei zWriXDj;(i3gIh*bwjdHaR<0F7q?(w^4SWB7=4vuQaZsut36eR>O4O{XqQ~i2^10b; zqgZqVf<-4iq9o}5eS~h5+nV?aRA7=!xK&9=i!e$1@-T2K%6R5O&ZO=l&0!i_k)_wJ zzZBz^RW$X$Y+5!eA#vYca2|)aAk-)N^b1%ZH7!E&2?jtZ*NpjtM$JYWo$_ULCLe{t z+ntz6ZA?F~liCEu6;2KjIa(?{Ee@7y+7<9ht-?!~^6Rmyd3Rdj(<-GEYbW#bWkjUO zD2k33(2=)xAcY$^L}8H4;ga8${3eple2rM+_ID)7byvr{+U-9;vY1o5l}a_8fE9^ z^20v_B9c=Ul|3`zj8vMsNz0Rz#OWji=1Ep93-X_0gIw+Bv+SGfjoP$JFVC1 z9C39_+zeGT+h?B)*@<= zSGLXN5mycf7~kC=4&cqPY{sZ&Dx$R>KWucT$j7xX$7nr%vJ(8>s4%Ya|Sy~s^Vq7 zfK13DLEb!o4Rxx)zkMO1SUw^9z@nV@w@-LkPYGjsg_{mp*@7jHRz*G2B{I1iBT*$D zy821VNS;!s)Kse)12CB%lcV@tivB~0x*!Khr7itRCLcFOuE+XA_a1Q2`E30z(uLsIV zc0qYvtWN}x1 z;V?`Sh4YrVJW62^q@A!ITCF#p)ehFA@y=r=;3_e|#gD8$h|=0Kix{PX8iI9zRRz}3 zphXzNvxAJhD`pqL*ur`{nH2^$>}wyOO$2CO{4Us1z`z4+wGsCW~6gBw*61q^_3jGG>P}8{*<VYDLmDHUwUv5pvt|Wm$-J@Z)nTjqg>3{@-=YxVTVqi?{ z3mQPIK~>)eJ>4Lum~^T6Sk0i?#uwX!0o>lER?z+IBBTO7j_MbtcJPB7?!+OH91N^s z=haEkoKCF7WGtP}ck^EaD51O6+!!QRJ>-T+kTG`>?H+2K^Drz%;BD)KL_1YM@YWrj z-N-NS=rxnh$>=qIP#QWr^AN8)yAMUI7Yu5ZSoEKQO)IMg9qAX^jCXmHG-GQUiThTy zjNd@xcn0P(`_#Si0!>ge`qcTk(+FQWSn3H4E_$+=*~aPGrR zWMjh#N%$tLFmT=T?!O>7>Ng*VCoQ0_b}Pi{)~n~$EH@sPTSk;NkK(`|r%jIiSt6D3 zuF`imycq>&8_^ay{>_(Um$M(TqB%6=Yl&m#vDGaqH6V~azHb_lIeqL4`+}&Z(Vczl z?$>moc8@Q&rL$@q`6V=zQW|Ur3>m691?vuzEVA;voJvKAjf@$)ZY)JjuTJR$)@{k^ z-F4qqA&kXpgzU;y^i<24+NFe5rY}&)*E1o#{Qwql_!*~SYL_=iv@B3RvSb-Uvs3M@ zM)A&X2T;}}m%%ntp-of4a3HTV56QtH(kj*V~6 z^tFUpF2!rBHJ>x5nwe?);2#R|wt&)U9`lx#ZoiW)Q6rOXaMj4KkgC_Z5&R4IPNXXz z?M8WxbnC8c?sz%yB}r|f`5{%kbU-hh@qY*$aQ$CG3+Vr=pc}n04m62;fhmufx{2dt z`w#l>fPnjJ8zZ)X(b7rAKTCOmBMCr2nXNy9ML$bCRx%YEi)vP#+E^w|9PH)KOV^Qg z=S#6a;TL>ZYL(ipi6P|a(FAnqR{Ly5a`wk+WBB_?MdFJz`<(AGtgW=kGnmy@VU93hXJ^j?5dx@y`SNg zE-+mF5aVyP^3dDsLMmJ!cDrkba6nK^RJiSB6z{*e43qS4mWkKfBBx1h&Meg5vQG>P zhg_BeO1yhyo7i$F5bTzqnxs&_`6QwqWifSQ>wDCxmqon$rc|I_vvIulW|-JvD9JoQ zdb7-1Mt+UL4R)ChB|?OI6Fk5ex(H_puWro|2Cv3kKMXLE5}nM&_duh)pqQYM?rWGuO=vW@d^h>pH}*$=D9xkpX1;#M4Fx<2Yu z*$b^tj3J6_#<}`Kin2A8H=?y>>NlmgMwS_~E3|M8fMm`l(kGLkDJ__)*>apjwlxvC z;*a(+pUP2QsgW1qgG{*_?OJ;{Sp-ME!ScWOkaOniV!>a#m22ndZy2TT2RMg8NdBYX zkRIya_{Qu^=lFE?QM9l3C9RqSUkzr&1w}!vNeRbj5eAuF>b}b|j!{}j1(b@I5Y*Rd$cvfN)Wc6eAsO>R3jI(ai3o~~x(U-D<^ zH$9jzWL0B-7MApQkEN1ZcZZ{~gv`cQB^W&`87k^Gc8+gUIi!v{*F@oviu&+gNM${- zo#eP|B*h~s=_^T0inr#L;$-!SXRZG!@}k*{hiYy4X_&ZnZfm;AVn8A?(PmO!k)`uY zOdERyr<9%H%;~`Ox zs>+2AKjt@Pm4=5CR;6w%(MUE6c!-aGh{*%RWi2K$P|)-fXLsXPn-_z6^pN3eP;#DPFY zZ2(yNhVo&p;X89;84x@Hnlo@F?GqTFKWR@e`jB<6=E=Gv3)34;+HZ-chq_RT;N_rr z;cvoI6HHOH8}Dpsf7Fc83yu)+NRRSin-uu&?esBctaN{mlmUI(#YzZ=|5em>$aSV3 z+3WU=9pdv%e}(A{){5_0i5mSn>F z=&rs&;{E!^D7yKK>UoIPbp(pZs$xh}^=iyk_~6;fUh@X0gtE2pu^!2pF<-s@n8oUJ z@@9d38ttqle)~7S;8#QmbktgyiV@aao?3H=pV%*A>&1H)~wQmmAc-vA;~^brt-uaad=J zz}n&9G2YE%-uFi9Hf-kf&CN$ND~H@Z!`zxpR0YEQErh8`WvQ>nH;8voee=s?2Mab6=w~f%uuA@Yp zr*XVKFl%`f)!XK-`$Md&78EpY6&#qENw~3FY}rk%*b^wBbToR7@xUL;JS5Uw zaP-URx+MJSca&4?BomFg$9u{W?{V)Xsv;v7!g!o}&+~7;f6pOuI`1T6wF%@Bi%ETS zry;>wNw5PsO4njR$>yaT<33P#OE+Qd^nsQ#zX8LW3G1t%`kPfn(WQ`Y*|d#l{Hpv* zntwHRRrV$IzZ!!o!xGb9jY5@Ti2=}rNq)(?TSVGzUrRWhz1_!t)fEElY5V_HjOYs= z`h#NQR}D;7Zpd77eO*45QO8IQf(m4A24M8q{^a+OAJ@eLs3QF$99SD}M{zm@ELPZT zb%Fn|UcL|>COS32_k6=RokKa&6E$wJqsBxW)*tP{s>1C;t5)04KCXAP;G%Z}A3^(H^b_Rmar_yGc>nGbLyUEtcF2Ii< zXd@Ou+EBfE*CvGe_9Vyd0x1u1+~dSz+nT=-UT)!=jz{apaIo2PAY6_T4(FSo?kG6% z?+vi@I5|c4aj@!g3^fDc=eM2J0B%0NFA;eW3hO|(`EFh@u6B1RiW(_?`(9h5(}0k!Y!Ri8=E~ccp9+8n7=IV(Ea{ct2ZSNFaaU`7 zz>gfBI6`FUU5%+xpq|4-US`k;>8_w-MuFa|>fA5T6P{19qizeFvOT>!5y?lD=JC$i z4Ou$7-XE-l`Y){n$ae*8;D@fpqQ=XwbGmrsscSv&6T|V*dE^H(elfRFR$7VlnGq`{ z)z0|cQ;sr&W#0CV_7kPw6qWnOsh|H?GOIkV9k!@GM^_poejV*QNSsRrJwuhR9krHMQ6&tQuIJ-qc+HaIYuZ!Y$nCfJyE~VwM}F!ZGfcUvREThw_;!ges;X zJ`(#+asg(D^hH&_k=h>1_;=hf;pylLdpGnLx7RQ63g-FQ@fA>G+z=W)-}T{R@GR9& zzL`v&owIb@RIa_~Gv~QLYb<3nb}`#vtNL@rQeTm1=cHtP{zdt|BU2<Z*OwIaV>&J5{4CsXT>`GbGqBh3z%PlG3%Xs{Vd>UNt{^RSP+wyu z`coA3xzo*yZ&@{s`IL^{f{$?Qs=7ZjOMms;1Zy3ydZh5Q*u-ibEp%DfjVrJDksFz_ zmtMjKx>HCbYZY}A^DOu@>}4oHka7V9^*cUN`nmfjF3uhlExnj!pWb01LUem50mozQ z&yIx4i74Xa%{^5SYfZO`Z0@35Fc z>(!Atc?mlnu>?cw-H?9>Hs|8=pLx4@TA~np3L(RXQ60jC<-byH;hPJ2)ut!pi5=5( z8N#vEhXRjjvPLZ&;l+n#&?Q{eEA~po!`CrAkDfQzyBh0enq;|cm&?KO@GOCEJkg39 z#o%1HDmX?a73)pJF(yiGKA6H$4iwbQ$RXJ`bj*!b&8Zk-=H%9Gag0icj!FnYCFJ+L z1!sG0N1?u6mrvM~a7%~x9rIc^{WVUn5%1KiW!JB#x3+qa7G1Ft(bD|q*D43WVm;QS zF$>A5?+rJK+q;ZV*9;DrbbWlI<>p5$j9TS-3Tk)V05MqKl;RwI44pNO6i&nQf=Hck zDCk(w%)@v;&Yd!w4)q?3t&qh4^KD~6lIh$=(bp|-M|`8VnAFer(r$sPAF=13^PX~Ei{E4lj0|_BEB1G#N5}pF!fc}Kpd1Vn%oG^P=yrX^1b#sD8XCXb z(AmyAWWpJI_WcV&9e;8`j(RwpPU>W%t?-XV;`>nrAN}H#dnl;$3r`Z`*$b(SW#Ymp z?`H+R$3;-ytG=|1BAgLx9l*IG=j%|W+;-m49WJ>T@JmeE4csw4GMhTvXhh$KKC*vVm zl;Ej&NDd`ok0FS>3iZ^HvV9NwM@x; z@8@#LYz>r<@-SB&7SwX$8LI~N(*Jt~?|-z>__vLfzm2>9ZT$AHL4ybOr<8a`gXd|% z4$Ys*TO6dWvIkJ_X^BWe|D@!@^;k*8lkCqZ?8k;sX5e3$5#iuO|VkD^soap~DTc{e`Q;=BxMZq9r}zU9{Ke zH#4%&IpjP<*i50TQ)61L*O#35fH_9;-&s3%UPRHS51jbF{q;WQx4phTi9YfF-u9*S z>|4rnc{KO7~a+Tm&h}hx+rmxbu}2;XgiA$!a>k8aJlpcb!^$d%{*gG71}8a=pIi zfZ%2ob6?b6kqavyiQ!b4v=9yiI)?cTdb-eP0rxJv+8(6eL1{JfPf zH+lA52Kiqetx{+xZ8KVG`I_I>v0gRBfmqNI6%aUzrb zj8{+^e_bhhMfS%!|Ia@?!*r%awRhrLcmX=d)4+rzYTOBz& zprJ_zv3azw=6mfU94{_9)r%;z6q?XN>1XXE-lf}nC`Q%o2q6P zURTL4@Ecn3aQt;`jkEoZP`$ z1m~XrJ;(*hkS|~r6Hpemc&F^IQm8(pLOG#S5dWb7Ec11Sp%Cc?$feN=2g@X#jmYdM zh!gK9AkR=(U_&Xu|0(!D-oFJ*53aVRZnrOM(xqwVEc4a*7ao>8>HizH@4i~-`JUPJ zD9U*rC$)Beqls5E$&f-W;l&bK#^r84I31K1rD_4H*qS4Pmh-zw)n`OuRY7p5byB>t zv8qh0V=UG8c)ZJz%Mv;b3U!lzct7sazu!{ByhrA*TcL$j%n#eAPJh9tXww((dLP(s zj@XGDU`OHIxk_;!mjO(OPqs%A@>s0Fne$;>e;E%kJKSQFDPqkD&N_%vHXUzsBD_4g zVc%Qjj`8X`5BhN%i*e%jr#GtY^|^zK(_P;qlk4U~c*#ugkFdNnR|%CASw1-Rbk}N1 zrX+hpYf55j@sF^Kb4Sszaf+?sr;qr8LJ3)}CM!A9*U1J6bN?3C(wK|6m+hRRv*0Z* zM*$gM1YlDUQFE4i#GvzXkCTN@o}nAq9V66#;N3SN+}rtMvul-oP5z`+i9Ewqg(rhK z7m*O|S&Rmt7IFWEsd(ZQ{{#Q}cmDOiO?>j-m4EUNWqUHHEBrOc#y=S*M4t?_FP|#1 z1p}(cZwr`8_vPL%711yP0wlb+;4P{=I^t|o5#oj$-0}VuiRWJdqY-X?_=^HeAzZrY zui{CVS^>{w5H*t#r{eUf6mA%zOBB{xf1pa^vlPQ)B&sb{AI6rXyM`_Lct=4M7h$+NY?8 zf{dpL^>H!l7*G*jV7ZBfPwC^Iz04VVF=sYl{ycyQ7p@`_Zqoim(3eb;7fsv_ti3z* zL<%|gi#wdpnogOXdA#<+6}0CiW_0~-@A`hfdDF6J+Gz|bpSNAyRseNc0VBAsd4gUx zkxPmWO-Q3nZ~Q5JP8^YsU`attXZ=4UiuiMoB`6miIL2`k#UzsW+3Q(g7~{rWBOjrA z2m%aiH0IC0r=-PiJ}isJX4d0T=O2RCFNjpx{#5#0#q0^ppWs9JS8=&Yu6Z3wS`CE5 zs+y^pk5Eu4+MGU6^p*9Oc-TM`!`{};_er5<8XpAHE7W3xqhpbU6 zG2GHWj}z?KW#2`TG;}CcUh1eZYhxebKI)~Jtwc#e`^qZMJJ!nZjo~QKEU6MD5v>k$ zqVIWL?@74N;KW$50ZKg6PX{An53jERd%G-qX{k+VrUq*!5HGLje`WBKUtWCLXl@@k zCrqtMGu4BbK%4~1fiAhq7kEU1Uwpc;ZMKIE&klMYm@1u8n=(xG)~q2;UN(+;Ys93$ zb%Ej92Z+B{<~EegflIop-OjL9L^<+rmcXsK4bX?LN-r>Md|c4e-*&FwXkI+-aT;=S zsUKUJfS!GKGH7^GSRMGJ+iX`!kL#W+3uJNb-yTrJCIt0LY?(03ip%Q_^t1(o_QR+eamc;sb=_1=# zukRgQM5K$FE;k0Or`*yl51D%mi<(D2Z1mR5Av zrR|(lVC?)0Y>KMXW$7s1o)~5Q^hd%rx+JN)T7&$O=b@RzSFCKe=DAAame_S@s4!8bGJ0%s-^G`PoQ&`~ z9tOw_EniirMgQdf7Q6+Kb|~dFr{n;dP-Hbu+r(&JST4yqX0~^|z{j zR2px@G;S%Fv9!-{U3hLkGhk=~duJ=4Y?4rMr{t(IVn20-`TYuPHJCgS(`}LEl^FEO zih>*MP;rS^#ns5IhKWooR{fy+&{18mhPZM@TU|S%l}+7LU9dtBiDSE5Lj9ofP{kOX zTNSXw1%`2$ySL_+#-Ik|UOlwXgRZO$3nuQAQ%ZXS1 zF3YT#ex)xPAxGghR6fn7Un}kx@2vvW6e``XurF8Wa#c0IHMgu4Up<$lPOjc9K4MoZ zei{8P5u?6~* zVD83Utx=)ZlzHeEJ3&UsITP)uhTJ|I{hwWVnSe?_-r%sdni4reNydDmC$;7^ZcWl1 zpm<}R(bHqD(c@#!^*{#2x`B5f9A~&SqJW@Z+bRVUk`>UsLY@ad(nbp5)sKVd5T50q z^~83(I1Q@ z86^d>NoS~w7)p{PybE!6U7cm(lJm2a&<_&cC(n*h3cZhV78EFymIEu%hr?tTM?bya zKOqXaQ|7^WwBFf@3s^WmjL|&c_@wF5E?A)TA%=|b$kT1GQP3c}whE$YVQW*v(a5tk zu%z+B#KN}X8?mWwc66+8#RnUhM2BtDpQ)<{UA4mSa;$wOIaklXntV|BD+cB#wLah0 zD)dYL`YVF%Y5VaT3t%$ba&jOtp6ACFoDBw(eJecPMMY*gMMrBH@%eLP;RPV%=GZk$!dY@7>?;Ed`N&b4OnkaK0+IEgf%U5N6sIy3hI&bM0DxldOl1 zpPM+Q<||h%BmU7`61&%L`59w)R9@6rSv<`iCHMYiT|w78Inq4t;EA|*Jgo{vxi?`~N)mk~I(mp=NF;+k5x8{ zcDe)$aDynB!V&UINr{0S-TzbatpU=8dcuKbK{qBk`PSV(da>1CcA|YMB|hsZ2F(Y? zx?F{R<}PUFfGZ*z$fjhNV6aCMvyyUhK$PQ(%9K#a0DmV7o{8D|g_-;T_d5K^RqV-? zjOxi1>&Z3luPf-umG;S%7wgG25^%M(8kC9qn{X%*7gQm4!XENRW�jC!AvjTwTz6 zec%QI7Eyt*bL-wf!&|kUJMY#a8Xq+@`Diegt$u-=*4EE*PuhEj7F1mf-7LMUwri{( zPHP_3w``N!?QEJ?hFL>i>wJe@t^ylD#Dhn{{BbV&8~jl=`tAIYHu`D&5l;~Q1W_*f zpZFtP^pp7`T=Wz9!(IL{w|zn$O!PYYm+Y9u_jcRI-C1%1!>nIj4>L8Uw-#FPf{_<5s+4tl_9$l`!gCIQ>>`OmaOuSEHy;y-j?SlXmEI?|~tWrrT;! z5XQ1z0PfQ`87VccxHg&t+F`W@+QENnCkki>LlSKTTesDA+hdCEsyX3=qtJNl`ptAr ziVv>kQhD`x9}oA)Vn;{NONqX)OYuJ5)7orf-Rn7}m10QFn1|A&>(qIS@o(~NB3|?P zfJZ!!cSl0N2fxVyt_a?W|@JaawYH$UdbefO#*yQ)d9Ue&wzT4ipfw=?QIzF2eg zpjOGma{NxM35LF}!E0O{QM<99E~IQ_8mk+-WX*Z_oYpN%#eTx2DKo;cZu)9SNny+9 zvwPOug!5P@yz$gPU%c=amLG+~=)dapzf&N#(D6j+&K9-A%*KZJS0Q&{BMj8`<_H)> zigp`DlGhnJI;_WkH4?AD-8~#4#I1&e2!*CZj)Ls&p#D(K@XhH~R@Nip7txY-;VP^!Uv5CR# z_aR*+;`TCuqD;7tT8y}ls*Jcg%7`INTgrOrR`x?)bkAe%KW%4JG**#q}PJ8RYR*yDDuhm2ttI{%Ch6++^oWkJG4d7@J@dL zl?KLtR~mHi_ONvDV#R~4oFH6HtF+jHiTij&%$8*iD9WBS?MPMbxqMaw^|llw-~u;Dm+p&EbJ3QRA`8w&flmyKV# zut%(Y+dRTNv*vNBwgbt~QzHs6bXUpG^#tIPcs43VIpN3~<+ZL+Ni5L$809tR1ib%= zg(a80o@AQbveKPrqt>v-Te>lh;BoyaD_KYH7$af$z}v{dy;D)H{G>8Mkm;$O3-ZS8 zvm@;B-ti{wvo-1=z=zQPn_KS8EAGSJZ<`9TWVal%6-+zh+Q_PRQrse!+*V6hqP+6y z9;O1TzsdVfp&!N8BtWN^los2h=-HWv^WV-O>*P23I7Qn=dHG;f+S?JkM^Xqp(u<{(= zk!1?C!|c}HY>awgw$|f73MMR>p*|{{!=a4@3=rry-FEaw;z%RXOGEI&nBfsbZx;cT zfe1ilpj@sJ;=2csF!24ZdzLb_Cyiaci}>bxK`^6RKHS-K-L!0_|C@Lj zN4^|4Fq1cJDB*UNH(*NGJ(`$6hW;pJ4iE+YyZ?8j0QwX$<^LPcz4L&2;@9^k2VPZ|A0)Sd;NR^zs%9r}K9Axc-Vw)P-5IYh@jM=YQP_#NpJ zmjC*KL78>E9dMH05=kd*=6kY6^K|5USIV|!u)u`Ir&dz6%g&}h8IejH@Uuiok#f4ozd{&;7+dOsXEy5dQJMhKr(*20VLybJ0R&xHoPW%$k(Lr_nP$EIjo!Ez@cCsus5V;ac7Ui z%MA~1zW=O@_I$RSD=3e*k9Lj~ylQxErpgFmSPoR^{&w;nWJq_DJY6~CIb=Dv!2g@w z`YF>Mzs^3E8)>nHDm}y|oI$tltT{BwV@c|UZ?baB^Sk-n5dS!vwd$Xm@!tn4D;-5y zhTYj&hG{p4qm^ZzmjyOihxST#l^`R+KD_R8{zx|Kp<>|QB-W1`_3wnw#%jDYQMM%6 z$xm{@^SRv9qQK^bA9ws+Uu%!dja(0I(n)+6urRS6U|}Rib4FM#wwiiSCkeC)qYAUi z_7*NpdYVH;blltsU!nEty<`{g=DAs=SS7GC!UJoMaH!!RP9l(vXPs#)Hm`CG4N3zm zd%+!SstQr&HX!ZhHd?Ib(skTS@--&upm~~EVfyGhJF@-5A;>$Knc)+yBHs}`PkmA7 z6kZGnbi^Ck%u~$>2&{vG`SH9qxYPx&|H%fl_T8q_zw8u*?FNs$fK7NvAe&q+ZN&!# zV}pSF|C{bH2>+z}7i=RXyNS9rq4p4%lJ4MMK2_0mw6x;f-n>2qi3^`j%60oCn?f$*tPR+V!l&g$8oDIYg+cR2kOMZN@_*LV@ zRo32)=CkD>H`>Utqb!xt&kVQp++{Hg|AR4Jg=#&1^vS~rwCOeii!SM9Aq<6m=+sk5 z6p~wG3#5&7Jn6ykq%bt@(?vT!%12J1IH4XWPPny6Ht!Jc=7U(l-Nqv!1^{H=H+OQJ z0bZ#VeipCTUuIp0`h;H?=qiK*h!4Mf<<3=zh%T9 z5#*u(m?*L{lmV0UA5++0rsBU$^naOT|BAv`z@{X0YB76844RGc9_aPRgF7O0sCsK7 z!aIsjSqlv8tKQm+@Ji~Gs%K1$;o%&7rK)iR{I1}R(jBVw{6%>C0aNzG*n7Z4UE?^> z>%jqkl({2l%0iQ#sQ6y3TNxgg`N51=2J@u+iWq(z_{i7CtRlm-0 z1%KpZk^GacW;)AIsbXSG8s`9uzGgbZP^ofaOc>`t6&R!$id0REu>dpB*Eo&=OGY>% z1eQE0!b=6Lt9D}SBVb~var^}=8887$UKim70j9=@F?+zoSTmh$DAF{cpdJFZC$cyd ztlVL|&voKsuw742K--cYHi>$Z8s~+ zUdSkL)&*=J!~$8#BzxmLLLol7@d_5fNOAd`ff7=?SNHD-FiM-nE~MOa zCI+v~@sErY+nPTS!rifb6^t<**(J6hj9siNTWgx>e+#BbHxG+ESEs!W)R!mfn$`^h z2K13Xh^{fXxuf^rljrgp)L!6Zev0rEBNsf z;eusNoPNA0ZwB^xiGzjqmYv1=OipQcWQV|+5kG6F%RS(`Gcgtq#Piflo0GQ7gkCG| z5SzE@V)`m~3T_NUnjHaGq@xKKgtj-?EQ$-FB9dp!9J&Ru>g&W_{<>Nln{;8 zGJn>gSPRZ?km`7lv5)ryO1_VPO@#*rik_T6ZFg0tp!{T~)gZ`)oAVa5m*RIq+PekT z7K)h!bNlwkBCv|%KP%oR`m^HBzgFyK0h$r=;OxnH=1Tp?r zf1XfS1%ikdEL-CA!NhnofFM5$&=oKf>d~d%Km~M8#x@WnTr=%W+D;qhvcU9P9ePsX z1qdQpuOVoz~?Wo3RAeJ&GLk;l`O}u70f>f|LtWFhewI_f!$40dW z*vf1+j%D?W<+3=$_rWGb>sx)bHVi7is5KbGmI$(Wq3d*L|Ky9L`y&{QrTCLd^vBWM zZK4^D;-13wkDD>6byrr}bsS4&Xg*jHY>)6!^L>cMb`uaY5)CBbreL=NTsJVKRv4q; za_D~pdjwn-dl*~>d+4?P-KM}zK()0D^Tzy#v+dOJcuqqZ)=g3uKkf2IqlPl*4Sr=s%1Lf_SUBR_U#nlHbT$GjzyqN!GB;BY=tofvF<<7 z$O!a6fc{VPr#FNs2Fh|NhQ415G(^5NxNSrrMig{i54@XJeiV=>Aa1f7zGTC(P3cPB zTsgnQ03`VSLtLsTNcGWd?Z#@GRPdFw0>7JYIV_8LQ1_x0$-RgPu(pNJ zFg>m>1P7cZB6h1P;zYa@h9>FXT-EH-XYCg-BjVjred*8o^)ZKHU-+Mjk$k5s^eK6G z?w(|wlt0U2#kYQiE=fR`E&a{KJZaE+q=tBG>>Zj}?~NZyE8y)=82r*clnwpBLgs^j zK{UIlBxN%E#z6HuPl409XYy|S$~O@*ZGtxkIED4<-ir))&z7pIF0vuMJTvvnU)HlE zu59W}>=ut5jaI!!1xF7SZ3ox%R$MKvKivPa@~I%y;!A8p3grKTXb6c_kF%3>5f%=F zzR`Jy%H8ghx~r_~Ya3Tnx8}wA<*(~DwyQ4cA@%j%i@JDAwU6n_Xg~8xbYPtn8gn${ zJ%;jycGwGzQZMzert&U|!=QbuBP{q{%1gv|D2gMd-F%eA0?!H~roJbYgh6LKwwB&q zCw-Qsh+nxrw{bPMtG{-Xkq4UNxf)JzPp2CF+;dNYjxJgi`?;4-nWMnOf#%GUmlB3- z?>)h7@1YcMo%VfM=u$@==%P0Z^>eqe92Mx7hX6Fs(-n$--UZ(n?W0PNdRejY0{YvY zjQ0K+$o@6x`7@9Q21l_jPb`o<%Ea5*^4xr9ESH{G?Nqow3j;e#orad;LWMPeGs zE>6g}5A^Q=Ui`xkf4CoD53U{k`|+vka0k4R}8J!j~Uy<<3tl%RInY#PrC(wES=m2TNjCg{>yoVdZgR{K<6PSptwFfl6< z-_vLv-N_5r?r`;9E=5q0^51Moi;b7LqE9-4GQ@l4&n(HmB(gI{gmEoqv6Ahb!9;oT zmh0GmSd1ooY26k{X~P_J3ogj>_FYAPZ%uKrk*)(vbKkwO+lmkk zO+c1J?hS2*$>KIb`8`j~x1=^g>;2SxV<)WVCC2;xF-SLqBIp)%Q*cVCS#P2aqLv`Jf z(1OsTm6k91#X8lTYPhlQ!oGN&dZ&6-FwcpXU24z8qJiJVB2Hs;(y%AZ9`|f}mw989 zFUrl)$t^VodF;nQ>ayLJay0z0Dyzjh((z_W1#ubIDm!H=fYe_}`<3)}l*JD>N&K6P z13QrQp*r|_l+b2LzeO}4SD)S_ntp9J#{_!Z!?S(D4gN^fB;}~MmmmW8Gb-B`g$=VK zY_KYRBV|_B2Y$K@2h!ry;t6tg4^+eKR0bAS#H0w(u3@jA4@u7$xKj;qD6pnl*M%#!MPw^fw6HvZF4B>|h^X1%oi-6Lp~a-~RYg;>VN*<)w*{ z@Ar<5a;`HHxSv7Ca6E;QrtZ_jm=@%DqgkD|Mv`6oMLQpjvh!mX1$V^klTcpEF-#76 zgbWGo`r*b2O*4=0IE7c!ntXuYL+ifd=Cv}10b_&64S+0S>m}ntHuElE1k8RBQFlbK4J8!u>(k`#!`bP`{Wg zz~T2a7tp(2iDUKSyC577`tR$`ZxMDupXUTR?l?@<`uv5p!`95Hp>{6x@{9G|Ek4p7Z8KK&&yr@~&HQ%T36jSKpQ z!lEeplJRhi-&i>Bc~eW@{*ou~oox`anxMFBrEkdz0v`G+O*gzkByiQ3uH^2%$NP0s zX&-fjzr&)IenHwe1nH~!`zxiBFWc=TrIYu<6BgBFZdeXa_Cfq1x#I5q#7eH>uJ51@ zhQ>db*T4Xp)?)xo>oI_)^{$`ueBIv}``i1v?80N+ySmRbbTpLP@5Qi^4{uDL$oVQ{!6gsG4jwSUJB#TNp{!q?3dt8*+dxX8d(i!b$HP^Fr=*eStlv2VQ zs9``cAEXEi5)O!gU7O{+@nrkx*P24zu_A|Q@HrIra8wL0`9Golv+}YKA8y1p2k~Dh zvEKE4^3r5jmOBoGMc#YG&OTD;rQ=nIXrJP6XX|a0<5oy)A5aP)+0CcEKGA+9Nxq)D z4yzk2`a-ZRZMU?`lg-Q2pY8t#piM_-nFI%ZUr|5BCY zHo@~zmF?*k;-V#~dzHV!nUY5!sQ$gyy2Wen4$M8>4pw+ws9dy_^T(xK%iXRSkFZHZ_5*6S78UX*-zyjIQF?14aqSI#s_R@WGb0#hx;>wIKT|BqmAT5XXb@Bk!L@t+ zsZO}Um!se9E4p`m0&ay$4pUJOV{iKGsC7ma(581Y$~s2doL*sTlAAYmp2z#w$gjO> zvpR*7nr?}c^z&SMkE^`LBQDx zbQCh7(O3L)rq>&CC&3h31aXS@LYSDj_5zLMhI=7%0P zQ!H=SEZmCnoRedWO)Ry`WpAUFp@_C-#VB>HN!Oe3vrlyQ#{w*R_TsCrLFIpfw*Crg z`zuJ}PY`_MpCF^Zg6RJQ#lHsalmFOleiHK*!}h+(DvTY-If2H!Lesol_RkR@i)_>W z@Ke%c(iJ5_2Jq&mrWFU=zT;L5O*5$(= zpZd75EyWmv?keeEpV+|vW!TV2Y&aa9Tr1sw33;$rXX$>R7jK|7R!6RHG*;2BYH;l! zXQ+7jE6u8+`wKJr>iPEEh5NaF;ML*sW1NL5Q2*&(h#OdJ!SQ@!=)t+2?#)LXu*QH^sjGGc<(&9q z)mEWRq%X~8D&hsM7k0d~013X5=qpL?Cm0+Wljb&U22rEvlXvjYbT3h-` zbgJEyHD{OXGyx=r?Y$nQO)P#c6GuoC4z-TTPh#s#3AXNJEa_**fj)Z}s!lgMH{8uA zxLo@_ze(=gZi{sL*0Um3lb+l(lec_@cTRW+Eo*CoXPvpJQZkJJ7z@E%L3rM-1-KQg zxhKCcH@}))E~go_EJU@XDMzWNPbP626C)&R(x?liAVCh4(x`MK5Rq65Nx1k`!r|6i z_>FQvfTy4!5v!WWX9aWzC21T#NF+n|!%eSoGva}hIu4?SDNytH@AgP@K7UUryTAc_ zL2kojsKLt2b_DkrmWT0S@@HFbc;DJ*hOKd)`!F?M2*oJueE#$isYg5QRK0LA>4Whi zDohd_SZo$6*bR<-G2{|K4-NW<=H4PS9^Z?Jj)NI?>Oq0Vkf_rS&R!qJyaJH$*0c8` z!DOPi#lh8t57k9gzf!_0Ia)`^_t9|nQeGfprHx>yShJ3en+k_? z>tdVSE}9BMhYklo#xMd!@BahjCC8v)uq6ktoM;<}&@At@5ON*lHJ?{<0q9Nl%p2+u z>NhMp-dz;XByI^{kc@BMtX&cBoNN(;1fB1>9~#F5_!R{OCqtqLHBEa$d=Jfu_Gs2$ z$KNx$B~FiHX7`F#hxP8Kl|_=4&v^K;F89gf-%d)bdQ(i1FYL8Z!&hQtn?VWoTweGm=o!tKI>Ty5DI^BJf052Nl>LaCh%D-jfqvDw) zSS8yC=Lz>5OdRuu<45BeB{?OV00rFS^lb9j4Qii0r$m#5Cb2P3mK3hI> z4K3Hvusa9L81>E!p<6DY_wmVnZo0ao&n)>?OX@|l0L{%z`oY(G-oAsR)R;4mf^FlL zwxTZ)UvtIrOGM}AOZXsACQg)oAvn>L_}k4CiH72FN7-+0+3twvMlK_=F*&mhw@i$F zx^_=V`$$uRkK7WZpYHmuMrwQCv5t$nYWk(dagMSc_>v% zP{v>mq~qc~nE33Nd~35uBEY4LnK!iJ>5J_@^+3B7&K?QzRTJ92(w8Aif#QTRfwtZr zsH7LTB*RhAb*68;KCx6@Gn0FHb>26tN!NwF4Ui;n7=;O9n7 zjn^YO|5cdpwNutBBGT>J9@&;Q3>j8kzYDRhg#hR~ML~Z2F2x!Kk`_7?7YMwiKPM50 z@oL)oYv2y|;w0bA1C26O%9-XV`emt=h9JlD~H_Ry#$jq6s7H3!LR$b)8i%g;oO zyA#PQ*JZ(c_X8?n=bppe8zq?#J{j>%!WgmCC*8-ysQs0R%=-_^1PjW@#h#*``@+tj zEfmi{$4Ey-&p%tU`M0u~xN1Pp$~Pg`n0~L$9-o~*Q!7=i5_riX1-L$qN-SL;EG~@~ zjP9>|cwVj>JWh@EPMvAZ=8JCcw_W{^Nx9tp1YAA2{27TigH|GwkPhf6N3E_76UxuZ zti&SH*u=wq=#K}1MTS|rzc!&!S?n)rOjP`g6zyENz{UP68<Qfs5JSt+a{9-!pv zY(uR$eOmnJz%l>*nCl?w=D?}Zev)8b^up5LFF&`>Nf6gB2= zz2~4e%8V2Ny7cJIZiG9Yu?luBR$EK$mxr^WjoKprR^x(kC`p58oEi0B+TRv(xx_$C zAK^}TYtAMYz=uzUH;_X5#oxjsgLsJn6V8_8XKD7Co^UHZ{%3@r#o1?d2F{-}`h~;_ z$XHS1X=41tc#^|}t_Ajo$+U1TwkS#njo1AMUMZ9Z>`tsgw0^RD$Sry~6>g%dL zkk+ZBcmzl7)9-mZaXFt2Fr~{Y!zpm)#J;$jB$&*}bwQ*-_RFUpSONw2>;{fz>$uWr zol2O4DZ!h^(RWv9@0~l|9?wj;&Eo1E*#mTF&xEUY@Q~qDqS);kCtx2}y0jlCk$tI< zYbO1fot9cdt^47uA)-%ncfF^2tUG+39&V@1a*7U_Pz&p!RjX7D$;x0|s2VcbY>=In znSZiyz)6B~2^HTGM}|e`>(2^9{^B+&n$$jOx9HC|v_BR&O8ukcCTsdl8C#^s@l*(L zC>%cOpa$f8tzwz*=yg6q*Uv5Qi55PkUEQ^-I1ekvaUTJ%I2#~fI+IGHMZ9gi-+)Rm z=aY+pmP>) zYMlF#0wNaLmkbYyGd>DFO)AFe9~*%O#9gDsdm9)E~|;e&SXNwGtyxg#m3~y`?*)=&@9=#C{1%a*!Gw5`0!E`tGzty zV2jfz$wgOfxBdJAc7hN(bGwX7_0{mT_s#x|1^BkQ`ml>{h57vcl`6_&xxU9F3x3SH zW=x6IMZ4b3mF=RlK9@x6@xgT6L7Sp|GAUB>s&1NuZfFdIe`M1|@e0P<2Tg_y7~bBgDsLfA1{WwjEZ!Lu=S^!PW&S|Bgqp1{Cxg5|8S5c>g;P7Xb}gvM(^e_rK#p z8JVZZ^!2ESr}b~-VK6C#+|JUo$dfa89+h=$Wy{dM%e>vMVb;s;(0Qp1r9|c!Pshc3 z2=dtpQp*iKlY-i|tzmv!)}iAwA9{DjtS1dFXqh>Gx*9Xqk|{UHSKYCDI^uV>W`g_m zlfSHn3=Fklo&y84B+oo$dZRhxI|#>mRoqxJgX04DO*EvDWhFztV*f@0+9*j*<|Jza zVpt4bQ>rDuq#xnXEr~=qU`(bMNNzN|JJ5t*P|)V89T=INmxaLg{TqKmc$%zB^%r)N zuH!;UrWSU~8s;D~1&8wxqEqhMNm*pWDI{wkK)-{$sFCvvF~|&oLq!{zW(1=RaBq4i zB*Cm$4Y>=uJ%x6tywOAddJ|`iXRK@kSJeQ!mzr&-B%C&EpHzhPr)ZE#VJPh2huTvU zg_M0Tdu36!WS!N=&&p zLhY1&#i$rqC_4re;Z!ZUsY1$$Y0x7z!nS4j8_P~UBDC)e$skhj9;k~;QNJbw;AGM` zoRMiHu=@b_R8k=WW<@4QYQ$~J;5Xr&d>N?US&~6$;9}4hm%@HS2FIMRcOUUareVNX z1KsaQgv^;0i6LQ;wvPkjh_gHSqEWxIzq;o^U$Be#{W8dufJG%3nT7@X6zGmmDrC#7 zNC3Huv~3yirn8fe0rfj~G6)Qu0_LJd&~Mw|cpK(!l5k}D=}k_cy9cq5Gqd7OARTXV z^O3NR3CzVMe?wECd+J-Ab>Kaql%E3&hf((c{;+{1{K=r1PAuTVVRx+*x zn^S}fI1P{gZLl<(a4T8UgO09;w>5ng6<)=Xc;Ny8!($2Py-BK(uc6i=g3&(Gr@0E!&P;SjWIa0077gZ!eKXN$lWUN;d#g3WZTJ7gv+}+dZU`6@K zSHCkpcu68^fi#}G4g5&a2y7N~3^1g(r&mD@~&XjqO?M!MvEQX39<+{N5J){G<0=vtCTIL}p1 zZnhHkae{Z;!{nss+6O^46!+0UtPLnbb;RFIP^33(4`I=cOxL`T32yYn{w-O=>^dFr zNR739tQAL`-?d}|Ttg+f`LnQ3BD^CF)_pACmk7TY@*ClzCcGL`(U?R5Y~uLJ#F=3r zR?U#HtV;m-%V;bLcS3}5U=U*jQrCwX9ZqP^8?pj5!{^}H=RR(?qt8x_vp!{A2pcti6#{jmhp-6ZYEauJE3R&b*>)^EuYX4i_pg4F&5 zE&mmy`&SU%pP-Pxf~x)s0{#Xi%t>nN2wN8;2h+3zVN`yrQ>$;wx^%Rl@Xjz#U(`+U z&Is*-qTSHBBck1~xr?K{@aKSiNXMj255}k=8QVu5 zSp@Xol4*qL`DDR|Q+i+uYXYGHp+6G+Vn_Et7B_UJxQ}b%9`H``Rp)?i$WqX6wVuUT z@vX`5usGv2N=~m-?jz1zK#v}(G6kzFW#`}Dj{7!$$N!DcF`F(Pc#o&TZ;>u6AGm<` zlfN)axVykbZo0r@e0t}2@#pwvaXwQ2Tm-Uk9KzAz7gN!i_Gi z5DcTB)3_yqA(wRf_^e1$jY(QA3LIy^V9 zOrtD?MFBX0Ui@$L60R`-C()xxLVU&opvs5uR>F<%cJRq5H*-~Ch&B#-4M4*`;29G> zPAsAXvuA?~OOvAg3#=sp4RCp{05AUsG-OzIHg6kv@0x}7TUVSMmxkr_Z`7Nub{Yjj zY}&2pc2IAOrue6)M>|$7$B)Tw=9_G89NL`Yo6B~p7JszE&%4ZY#5IG$ao2R1E zG;TiCW5qXTY~g8)cX*-^!%(dH>rw><62=^K*mIXd?3@s8GQv+&*k^Faqt9wiqlF)o zTE;buEf@{7mJ+7nbPV$n#Wn!#gZ%BeDk?2(IDXqA-SPH0g%~kB5Pb{E&c@hiCr&1g zDj3A*D}b=~e{`q0TNcytMk?@tS@CtXIKTS6Z_PXtc!E!qrenzdfsvVKyg`TxW2-}o z3V-(Kx7e`VfKNbm^YLnYDD1IZC~WyKrHq{}=f?n1him^2J0?5Y0l-EA9oR_ZLIN9! zcfdws51sIfd}2pth6}ZlT5jMV<;d`EX&QA~7mJLYR61@I1shsACUih-7vHG_F3cD# z6D!8_yMigA9bH5S&{s#*z@ri3IYI)r()5WA7Y8JaAIXsAGzzu;c=?<@L*YFTg)(3Q?Skq8oh(9W-) zZ|L*>1eJknX3lGJDdM<+G*Y3)?li$MibgQ-U{)#Y%MpllUxH^1Xbb|&_w-_+3&w7q zdxli=B)NWlM`?!O-0k*h*zGF&_NNp&H?B0oYFI6K>`P%*%{VS1)^o~!`UI{Nh6INH6KR0%UpPv{LmIRjiVD%l zWX)B@9dFVxa7vj3m%vdtD$l!1#AE2(&2M}%U{^Lm6zM(cpb5S}HOGumH7XUUz3;FL zA^(coe(D^!bIkp&uO@vag@qwT*+>q!RWBF0nTR{RK`0kx`CbP=30t%|QtqUVUAtbv zd+*}ew+V0G*n>S`A}sUx$uV~t7!W#_bDDN!Z$rYW{NPNMzz&B7|jr0-hy}}^!kRh4LHtI*w zfzU8~vSW{cr1vuzP^&6>X5>|JgWY2E%4&)srF8E~;nA3~lu0*c9O1)o#`l79c|jO4 zV~=gDHMR+E=gMhf^veP>-JIt?LB|`K4c<+mHYVu48Q4i^(u9m;cF`}1D4qs(Yx5Vy zxbB>-@KMl1kFF5!@R2TaKMIw;7rg8CHM-j)e#RJ5d~=p1Zykw7u{i?uaIEH~>U__=7^W&CeQ zXK?w8juGolo@0INU!`~D;jE`5SmaI3uqO=;t}%okZ>XNQH=aKCf>+iiwhSMB^iq;xQ%(q7C$iI^fc3KfoI?+6|J#N)()3Fpjyv{3$LXysXJtHEia35dfU9Dj*&mAtJBob&|eo#J3FpzeQD zT@En(L!24v?IETRk~lD&U)1YE#zVY+&y*U@cdQ$|@$AleG+gXhH%FhtLrwyp!+j<2 zS2{!j=+{#a%Hr!8^w#?!#L@<)%Ah3wNDMZR7mVT9%ef4Co!2s!Kuj+Q8<|tdm`&^*wy{`+kfdhpBy8rv> zRgWf#{O;K`1t8^aokYOpi!SKD$(tgz*+WZ2rj0Ffl6o+tNJQSN@cbYc7$Sd^Tp)jy z2^xRmd#}x#`J=bibn(14;{wLD>L`GUbR@D-JmCY+;r6!_na~*-pESmQC0(6-QLPi$ zEy=yOUj!0&A9+e+>KB3Tzx%RtuG8w*`7uTJ-0^y)n2 zSEpo#h^AK6)Rd0n+6L>GHm*{?gm#+6DW4a7j!8OuwPCBi+9Dr3BLRUR;m!FLo&%a~uA5TgZFbnAh+1SN7a`wvxAD zqng8mzgi*C(zwoL*_?l%w`lMF!p!a@@^}Mr5je^2-Zke$QvRjAI{nd>(q|Uq>80a^ zm-DXayhOmnnwf{YvCAR{_+ZYlPf?H<@{b>5FJBo<`L-Va6!HEF*>aDF9sLd!xA%|m-W1CS1Byg9$((;_Qy_T~ z_iaVkIDTIn;%=X4YKqtTVum*_-!;y80>92htMw33E=h~O#@?d3c51Fu6X|Xc7bSZ~5Pap*vM1lO|7(tpgDy}|{C~*Mj{ol&dSjZ` znrR6EXk|Sy&=XHdCkUk91U1Rhb@frKK=M(n3^hmb+!>wDw56=Z0N0v9mdNijCc?xN z2~h6Sq~xC+Mp)ew=2?OA{{O@eVEk_=q)f&kf<`RDwrJS2g3n5ap(K*<7z~`&e;&)E zDyB@LN9m<5qDZj4>myNFMow4aMzNPz*Lc@Qt5S-RZpN(?eukjW<#zlhEo)}rO>ewr zYC_7s8g7Mf7KX9Tp5$-cy~*FId8XZdG2@Ry-QcKxfLK{QiRB9jtr28r(eD*q$VyGF z_)U5gD?g%s5%+D|kf=nFa9D1Y*9)LRB#D$u#0_hm~f~UaQv&3*Hirv<~GM zQ){&(x#ANk!@HihDa=2Ht^<#LuQ{eC1de~sB+RQ;v~nrejos>-b$Vh?St#)SrKedb?<3g6!?#VfncF;|n2u@kU9LqB%+G5B+b5O^%UBfG-qvx2z2xxT&L!-M9*`<>doN5Sy$QU&&J zR-=KlkhfISXW615Tm{(IkSFB~LJcSjMd>jnNE6|U$x_}RLz#gyim`&B zgQu)fZ{V)YWsu%m3aF|F_VXiJi0hm4HsxNu_vc5f5yyl8FusJ|`^E z$p=pgYcq_)>-(MSV@bl;0?_^kGyQ|@BLe-Xk}#h!{stS2TiTD}3nhve=oLz!9Qz*> zxUp9reKu%+KG?7@_%{|;`@EiJ`A2=Jo|;(J0vHkXyqcNau8!bgnA$f%vUl7`=cMp@ z@uAdi;w!7|+geHLW=X!~QxDC_I?v~+G+SA8H@iGveH42!?N*qf((46%S~E4XMCFV- zl$CLzGE?Ct)_LAVfh)?tQ}x#_!0B>PaHoCMcTt}XsVI1t$O>9ze<`*TULT6@r%9kkF@YwpM66*?zW}> zrQiM%QhS=O_;k60ttwP{CfM42KgfEPuwl6VGDuVxUtcD8Ryi^b(AX^sF5gU!}1~`~* ziXS+b&gG>C>7`Kp9G&ZtTyIcz=`>d19g}^xAnVtbSA)tQgVG;^#2*9ttKs4I-rWa7 ztz+Fjkj-2javE8WcC6w;B@8E`ir;>F zi67LPZdUP;Zf>9BftHP2IE}Djt~iajyV%@~g}XGa!5v z<&b6jP6z^5%8_Negp?;1XEeXXQvzgQy|GsQjl0r+rYGL;TmVTf2F7>^u?x3ZV2w!0 z#l3?!4>*QC-hRs_LUL_t-Z>aKubD1TsOg5DfVJ7G81l=UD%eTGk4W$pd(&CSmdznX zIJf?*LF{Y$IPGQObq+I&eRDnI5X-pWZuWt6Lwt(x5`RA&U8K`zre^%LGCdcLj^-vl zC(CW5C6Ilx( zS@>6VZ`Z53mYFG|OW-0+5OBXiy7)r#NPaRbTW}iN#PsSf|LX6G@#??z=Q6x3fLc#+ z#CF>62BW%}eGRJjkP^vFl!eK%tFJFGDsNY=fr@7Gl%70s`R1dhURO{C|B{poTnF!y z9b8-%gFOSw-8_b?#j(k)7~JAF1GZrlPWe=JLuDPxoK&oD;UC=3#xa z9O|2jhb3B|-+(7c&W}abng?((pmfG%)p@{nXyTX`X`UZ%!TW-Q39L&1I!C8wIh@3^ zHT0r&se4p)+QdLcMLxm*vLXOiD&-Swo*W0{k`59WmwK>q2aW3buAR(`)5+fie3(nV zLRpKnB$bQD&|w)o!2zCT1{0P-T$vEnr{W?^P1#kMekNxJWfVllwg25ta z;DzLbbwU))D&?>!NimauIW9qGsI182hOE%HN$g-g&;NaR&GzF9$}aD+tJU%1H>*2u zy=Pqm0h*1`f|v0b{(ak|AOUEnX}Y?faVT{nCw}@V!jF68J2x)xpF`v}Qw!vXsEVuG zUB8v2Sr3nkmd#{VZ0&%ldAU!WUsTdkK>kiBnjqlxV#PX;mD&^h|H$U%f~aG%cwenv|Bhh2R|G9d|{si*&mbMWbH z0sn9MR$>IeZKFNoJ=ziHy87n2G$Cq(0wJo^|KQl%U`(@8AHms|z1ivCu&td?j&Pf_ z*A(kJPjMuQ3o38XrD#BOkqFRSJ|4sNOr^iUKw#<@BWz&a6`P8C*`6>Dd4XQnMi%w{k{v-V(|0zBXb+Gldu|Zc93{K>Dx3NU0q0@8Hst z^e|_6HVa(=dst30(^!%dHbP}tn+L@tr{_)b7k@3>JApX41tv#Pm!FS+;sv7R7KYe$ zPR@=kKcKC!o7QCeYwa%HTrRC#shS(vs^F^Fo-2hZ@b@+O`0aYzr|V9LFif-%_g0bc zjFs(?eBCoZ|0Z=lAh&~Nw2gM5>^?5%HSD2x;=geEC1V@n`Iy}5uhr@=5SMo><@0=SAh2I(}Xi z4;9>{cEzvnH@4=-!<(8z>b_zrL4qCkj7YuO^ZA@s-?(Of#6Rrmg>Y-TzxmLqFz}IK z0hCKzJvub6(|~&=j#xE1dG8}|$%PP+z71`hmQh!uwdG9~V4aKL{7pIijS#9`<)24! z#98Sgm9_X!jjZkMd_I6X*Y;5gsEBO8>kU){i!y*)iKS0y(~sw7LW6%n0lu8WJ9))$ zBqJ}oy+}v_s&enSg8s z0T*loYmW&&d`gNR0GD1R1i17Az@;_Dh+x{SB$rZaiuG z7t(HC^L^kZNpNZ89}CMs4lf`^aBQhaaSxuaa?iU1g>GueXD{Bt7poNU?8P&8zV~EX ziUD4nd%|p0!fvHhhA|9cBmU&Y-w{$v{-8N^oqh7+i+~r8;v#nrVi_ zCTq;-tmcUbJu670OH!JM4O0DO7_MB2x}-?84{J#RLyLQlS4FawA|5Jdx!IgF)SEzVPpnM!5a3ZNar0R8nyW&MY$L&y zIK{a1o}g_wrN$I~$AEbP(i|~j0@C%g#w2E3hNn~TwqmqWNrg3tv+d4cOk5ViiC|9F zI(?jkI75rciu1rNAzJn$Ie7N*tpn}68zc)mUK=mN;Mswv2b?)NMPo2)B7iDE9aN;8 z%O)w^&9-F<6b6ZbQ8W$TqA}n#5#~&;DUg8>B{>VAVTN{#v=<|yse>Tp*Xqn!>Fp7) zO!dM{>$t)(NF5zmSqB7iC!24(A>y>MoaD4F<~CIQH1pY*z4P+C)VQDXJsvtJP1z~{ z_lp5lv}!EsCmD7K^FQ&H8N%?E0YdYZ214GAsPPg5{Q z#^X0D-bZ)Zl))yw-n_ZOM01SK20jtGD29k$Zgir`B6BG)k^=?r6sLE}bbFpixPI)!96)3;$A z^>R zsfhNoPjOxq-BQA~`T^CQ8as4Z@`jK0MLnvMkkqbOyy`nR&D?uuvH78q1LaB+MzyA4 z(7gP;M*r~bB_2(3|GH(xbFE|1edM46>h&@u>~#c z`>Naw)@P}HWhK3pW50~M(4?#Bd(PD};?1z1ak2dHFkc^D&VmukkG!0z<0XsOWYaQr z5yu+}uIPP3W#X;2PD~pdjDx~4&SX%+*?N1;+@iXO*5dj*M%`I1pe4#Ao>IR1;ZvW$ zH;hqOkJR=)!a{BZZVJUjOsO#QRyop45Ots{RRg#+$yO5ORiFb^p8bO!kET?>aj-yW z)l0GnAuE}TzKw*7h1WStx_W*^Vix8WLIf3^?INY)Sj- z%>L)L*aHRvI)Q9j=$fY$#0%#SH*~OQxl<@OJrm+eF(q4$dY_6yc$wJMPxHq}fz|SR z3e%iC)F~mn(P1|b$d&ObhWvihhjl|nF% zJu{xkXnv}@S_-AX7Eq_gfHyhb8pZi@`gVl#%mcsam$T@2^G!smkoNT>ThGn>w4P=4 z-{%tHrDr20)uVFXr)7l(KGF+t1ec!mvCpDgWe|&SO?M#|(~8C;!I4XFQb$6k_)ALd z1TSJu>=DuwOq*kkm9QgO;1Ec#LuJJJaj->_C5tP;lbK=;lbF8Agr|)Sfe-!izfc9_ z|KfL{3)c(rvw;yyhMT>!n(4=F@R!+0{hX$E0vH3Q6FY*2gq&!2_msC@yR%AR(Q_7e z1hJ9Wl3-8Vw0ckQtuwjdMHSaUo$aePhMFu{K2E^thXXF=fJm>#j(9c$;3b+v|g8&Q)$nH-i@{5}~e z#R3UfP-WbZVu5$KF~z(vz#iekSGgRTF=dc_krA2rLSQ-sG2(+zBvCD9iF|Ys{!`%oE{hnd2-Wp9zBui%{E`i-QdDX0!U7 zOs#_b*r0$p0O+d)j`(}tG3b=s!5=8vF{r1uA2joghzF~!;ZALLs_SjZox6jQDm>`Q z_A~1F=s(-BQF|q`z}Ml0kv4ree7H_sAD{ zD(lF{UuV|Cw9#C3U?9mx0uP>L$#q_24qvsy&jwWljM7KjXPqJC>LkMAMj*yyN`lJo z;nwG=Ii_I1aoM!5q>Y5o5Gm|blv%&j083S5bbcrsW!;*<%Pgukaq5QHxuKR{r~cGC zVWSF6xQhTSQ3{b;G_09XC~zR~>khO~bA(9;0gL9pEGHC!GM1hbT&4>Uq23;ZJDD{c zw=l2YD4okxL+m}UbRI}La!7fSS4N@{^tN8EY&iWU{iwGA5cMarM$g^Qy~;DN6I)@m zw6)Ug5IR8(JdFo#;iugkK}YFcKWACmRa%zU8~xh)JfMOTE}_ww4&eyJ2>%m$GsxTx zKX7ebEtr5O@QA>(cUbN`ZfHVPLMY(tv@g1_q~jqQ+2-*-4;zHEW(n6*X~cI_-E63WI7GE*0_L*ZH1%jQ@TL79qQ+Q?nY9(lI}IK z?ULBq#`tFB+9lEP;r_UCjZ z{ec+BBbZEV|B_R4y4lCvwv34;EK$ln7w>7gA=6fhBV_RP0MZgcDghPy3c;YsF>)TQ zSJ%7SF@z;iP#0&?Xn&+&JlrV|VfHj5imWVeVQJ`0n-CH z+2`p2_vuw#V|Y$8f-WJP;MNMwk%%S((kEswZ^jRvQ=}2lzfg>uU$5q>);<>7V%39{F|BF4VP7j_PPoM1d9CcDKw4C_Y8!P4z^>6_NaSq z<33h<(VHnn0XCb%C)?(^;OJ7!ppo6?EmwBFlxu}j#ZwCMa1TJ>(-077^{>+=8<%ob zc99FXjylOaNJl(ZAs(NH7(S2-6x7p-dgdZHaY-aTnxpR=gekw;7n#=u@8keQ^rD_W z5S&~j3ZgDD56TcvUmc6gTZ4DV1q6c_d z6k^uF0x*8k@p-~5L9&3ldh&6p0A&}Cfa@ZRor5UlSJ zmUZxecs>G%h_eKF|B8Z@T^s^#wg6Eivp%V)u4q77mdmux0MMa$K|PnKXTaYMF|rN@ zfey*W=kc-xMFZ+?fgdMC*+o0x=BrCFaL9M-C$LCW0gFE1kZ4+<$ycIzKwHj;NkAh3h_{!lUN-x%0zhV#bWIb`3kBREfpUeK_qc8ti)_^nCZ1BL{-Bh09y1~iLQgghv1 zjxU1@-vcw5YO#d<-YGOVGwAnpoDhaFhLC>#TAV2ff!eQz44g)iiZ-`u{oT_h42dyg zTgp3~N0gGMdCbQeoPgqh zWOK*5d-HK5HRe}Bp{;_0X^;$Y!&xM&AkY-Mi!w?{9^&c<&G$}*? z2OSaA8eZTx%vDa1HhgtE7&`$b6?!iBAn{^>^=GBfA<9Go;Udt83dXcnlQJ*!BU9*e z4?*|fzHc$55M?MZXpI*UIlk<{x)6rVyAs8a-aN%1jUMdC>XF`D88*pv7-0=FJ&FZh zb@$t^dV#xOtKMw!Da~Q=3Fw^Vy^I>Mk?bpN1 zj9cx)%#B<9!%U}J!o$plo5RD+rHfu#Q?=s)kbKfhZ>r|D8PeD0DIe0GUFmk68&k9i zfUlktIB@BTJk7o*;u=c1=-PNdL~ZyO4FqXG0|6ukAjD7P3qTk_Ky=+$<(3UW&@U+y zzDUfEyIsz_lyi(x#mWm_JW)Sqw&QJ6_{&DMS38L`2k9?ebOg%h^tJiQC-t?3fMk~Y zDd8`le3jxsg>_VCAqrJq50HbXye*k>kvXoc7gLcCq@_8YtQUi&0NLS2sGZ)}0Kv5% zq+^gc-v+#>yrqT>nHMG%-h)SiGU8H3Y_9bceNi^=GGD&`d)Lc)%vL(dOW#QdW?qC8 zW{?Prb!iSDACW0k8>s1cxh~79AMxW?X^jhb|z%@%`SUe;B(5G?resf8JE*3e(=p|w5yjk1(z}?nZwM+VkXhz_N(bf@gQ-1>0NMO3|ylY6qU4UA9d*z;3 zyhs!0&sTTSySMHrud7FMJibk?mRWL4N9oNMHxj$(7LRzHi8{~xKWOXN1Trou% z@Yu>VTM3{y%&nnn#BNP?)Cl=7`kJ&rraT}aIY{PR~x)N{SD!MjIl675xd>fp*FMRjqdZQaHr zHTjGpJOMa24sfFyc1}J;IaPK-(fe`LI4*FbdhPczqhwC7z)yFFKkEIJd3XZYpZHir zN4dZPPM#1j^6j{Id+$RmvlThfXd{NYd{TO9hTZA+l#sIBFt81bAgGP?M3BU(BSgY` zhwQ@;QDlhLNI$QRF_8%z3Q?F8j#CV1kU^qOXP6^DCe~ZPj z;F`{Qu<*m1AZVCtiRF#>daVt%%5vnc5=$~fs8;Q0cb3x5s`$s23tPc!sJ3d;sURy* zHSJ5q+gQN|>#XIUl+*B5Z>!O?yZ;!_SE)}G0TJtg>!>flb(9Qn9Yyi^g%pky{J(%u z?JC&lcPqB$9C3aY>{FTcfWdq*_6oYw?nbPcTgf}b@=PvP-#gAyK3@nnV#BvdEN~mv zg}bSlC`?XLN0jm+fJxM@Cq&)+L5WxsAo_MX7)>iRBwiAPpkw+lIcO;rFG^rF4@Ig2 zKvMO=QqVRm2-bAARIV-@(OJpX+G!P$aGh4h&90o>tP!6ELVr`zKV*UyxRLMMskbc4n9!Bo2_c-mfw2b`tStPv!D$Cwm8 zxx<^(F^=TiVXdc4J-q^Q$YuCCjYwv#TqDF;1`39fCBi zUu%P7p%cJyHe68HpOBZYZyesFZ~dt4TVa*x=#ey}`F6hg!C?C1iuZ}X=cshll|@)Y zsPD%JpS8M3uw`<^64UMG{3z-lZ@yCg&F; z)}@r(Il4%g;)wXpc-?(Zq^im53;wf^#^GO^_)>fEzXe{t&o}}W{%$|eqF1w+vn%JR zFjapQ&k-F1YuP-w1nfG?&~cNx$PhrSE^jk`7{ro~Qu;J}-x$rt+75{&?|}68U??$v z$U=l8#|l$s7R@r*m2Ot9a-uLGBsOsjp~efdcU{UcBJS*p#KinE^Pfo_J5j(fqpoD< zZOVkgE7)4e5tEy_0nCal?_^4Y$9r};Vdz>-=##Ee%q1%qS)cNG8mNzU8L+M$)|g9J zE;2q!im|YXjzGwqy#C()lK-8Un@~xqva_CM(h?-uS$>9J{ljs|w)!VtJJfEMOqOEj z{{jM_jDU=67z4vC$Teg&FoRu;JpkX2wC_kKYoH}-fTF@}o4QNqa8GHWw5$x2G#Xf4 zPh}#DJ9Cg6O{;5OZz-DRn6>}^C|F0>EiQR<*{w9?DDIR=$l%jmEfKmF(VJuoI30Us zwVGMkGi9;InjYfpqFBS1Gam^#z}dRADHXsBIQR{6x&40FNGFR?H%m2FI`sS1J5|5o zd5-0SKxZz68osP~0my-%xzKCK!DlleBFI6InGh=Ez{^bN9ut0~&u#k2h0i{@@cAbf zzWC(A0cXD97W?eNzdgBdAo--1_vFIIo?Q4C;KDOuvof4Ps8+QeK!}=`n;o}&AJe%G zqXvi|1g`U}S-z73PlO#Hx=(}?Af6C9*Lm(NzkxJJ8KC|H()1fvIt-u}(Ryhx%e3ic zFEjuY7+M!t%+;*+y1_kuF5bkxv$WiFy0zSWN?txCDL`WEfF1~~$E8BEGU zUZ&Jq6D0~&@sbv+xi(f5DpeaG6Lx6!-vTQ1O&w8HT&*Uvfv)=!{^n$O;5rt3Xqcdr)1;`u@-y6T-roPBG75XW{ zta-&ifxM=RT6bdEK|wT&Zc_rqEV;;5{x`sLJIe(|(DJ9glLGb)pcaiCpW{f*#@>(` z7DXL6Y+vfkIU|fM3SeV08f))KgG7ahurWWae?|(W|Dt`+tO>NYMDL;|ebmRlYrwa; z_Z9Hu$@!ibR*EHF)B_d;&EG7GiD*T(ex*Q9eplL`A_j>z&12Pc*Cs*Z)|NWw!e*5# z(;&Qz`2BFwBrsbW;PGX6V=a3?Bx|5&;^PT5)1J<5?Dyhjl*`@+X^fjMB|fc z@**Z!3PevC40m_Rf7>`#@a2r@t-k_^>SG3^>;1nruxV3i)wIBC`54s4tU((Bj-zaL zt?|rnbYd5f3>A3k#W}XWVvOf%w#q5A<%VuIFmWA*M^nvfVin6AVnasUB(jpvbXi7J zt$AVS^UT2D-9xohA8geU8rhN-Rl8`q(WbBvC)Xk}qv^Dw5G_}4U`)XN>tn(aA&%wK zNh*oxDTp(vcWlx26o+noE5bj=T2~OaQ9mdt23E(2E0r#!I$=AM&`K)7Eh90pOCE!56@N{{@|7{N9+jNd_5Rd+HMow8ZpwS!_Zz8KJwH=Lo`#$iC*?n!058&svRc8?!foAN_~`w5p|iQAiHc$!Om;>I zTza?RadP5?M`Cw=F!mi0hsrj|exbsu;zN@}BOIp?C-NWY+s4j9Xz&choTG>Cbat0$ zo>D4D#OvC|hFaxsBr6+XlF?HU)z5~#4D&h0XgSS#=L9W~YEObLMMEx{Rprt8a`}a+ z_-jX%MEHASAIc+da6aH=feEdhI0_=B(c6A|hjywYpc)~d}^vgyx zbk5pj*Np%LZii;)Z2#|82nb-C&uBwk+#xOwR##17sBi1a{=hu$Vj7aD*Kt}Qu&!Hv zS0hdm)n^U#WW6(sJ<34!W7yr4MV%cM;YGJ^^&1m>4RKx2Pxy9nd7$k5CQyU8P*nea zHur;idB-{hc7&@WIh`_WQ=j4`bvnmIFwssp-i1k(4JYUr;+N}WG1ayz7HFq$Zc|uR zU{5n6=U+HcQ7tnfk!Wtol~q_L`qfkTJlCq8mpSUezK|hTSjpdJrGl^1hW@hWEQg0J znHAyth|{}O0WxKu3SgxJTs<7%>UV>rlds9!-hY8jS$JfSo{e8%r5>I)0*-^ESWF z(eqxiaMWvFvg8I0;zSw>seU{s7C8J^7Fc9qJy~Q(@85^e;MFUq`q?3M(BkDQ_d4Yo z(ya52GBbiP`NXjzBx}WwR9V2rjs(;cCYKhe(a{U}cA}zQ8J!>yNG}7Gd)5_1Gn-*n$RP3{mRK5RzE-dVjX#IfE%N zo&GOC1^+^bu>#|ti6KcS0C z=jH>M5lyTSSY_;CSf!tAv}uUyBk~v;^M^yxRTFql3TnUm#94iH;8;a;I#{4|0$EzL z6`f$t>*?>_}_m_*!ZB8pav| ztTAANGf$xvo>hBG^g{vf8Ro$DFQ&JIZ_BZ#&3|dsG4l@p4_JKu6rSYaS~;szL|z4@IV}!+WI|zJms$~>79OhqRymJixg3Qo@rJr1uT70m z@})HXaQhpC$I3Tvz-@8jsxKu>zrjl^kIRnybUM_a1?A%~Iy#v$sJW?2+BbU1+ii|S z?wcv!1_gE+j#t?t<$MiP#fyAYG|va70e!jME}s@! zBCYj@)$Jec)SX##Hc$oGKB#Z^L?mBc^&_gQYqzd%DG0KOs!x2i6>&>YiWpwluy}E>WU*Sl2w$E`5qJ$UPQi6d*4n-ZXF2i8z{}xArR*3}7ClQ>I&0h< zLuaXWSzi2IaM+q1D8zVHHWXNitGC!bH5mBQ*f#5MZ2S{jCKZmP(c$fxVZ{2oDRul` zbdASsMhjQ?6^xjj#o=of+hYrNyR*&tjrW?aj9nKDR$yF*3>>@V&lwUrrsQwMza3I# zu8>z&3LtB@m%4AMoHTF|%~n<5u4o9zpS4-L5t7V_1^@PEMtaC~rE1Q%rK-s{r>e*Y z7R=;pQDx?rrGPeQ<3MY)UqE%V(V&{bcKHg0MOa3u3m4i>PXc{LIL{(SS*Ax=`!q%4 zdaN@UIB_#LrC6aXoy)PKT-dsdASudWb#{JwU-;~0L(mx#s*+r$rn##Qbfak7DdrY7 z0db-*!thZ$EU!kJ3pH*TIO;V$ngcLl0qhoxvLd4k#L&>Wa|Y1aq3gmwdbnT zK-I4bBEMEW$gi!CFzMT!Kh9wc%@eA}HbN-Z1eC&m9Y0zj&3w8{D8Ucrexjbl9PDCQ zf>GER0)}F%ydMUU7<0<%9i>LL-Qma4~*;3~N#erJm-HFephC?)G?W~)S&A#?S}yVd7@X3e_lSIC(B$Z@&i#U85m~B zuDc)b!51#U)HpXDT?L{xm)J=s&iXO&*(GWw-wNuKZ6!Ja-RW1B`utbA9>bPAiZ_u1 zhrE>UMokD+68Pw*$}d%#)j=Zn8s0n5h1)Lz5w#hd!Is{OMYx5CU~n}Uyt zqgF0)qTG+sqU^6x5c-;e?B6y$q~EB*ReIMQ%3R%4pFSWBPXw`3@aM5p+_4cdpn_~< z2&yh3rAB{yz#I)ojXoe$%F1Jjtwb5kt~iZEm~zw1IFQg$PfD80Q|oLY>pHHg#BwzYK0ou6r#C(fKgzMfA@gv z)g<&;t6Ga%V)EtV&sed6+AOLsV*CQ4P}Tn1_(&B*cetPTbGZMJ>G!sGBb;qHLxGz@ z+YoZ&|GaPD9t3TLaJqQCV_u)!1npssa2lcFvu}{j18Do%q=9DKsA!v=nTKeeG)do> zq4wS)L0r=TvI-F9e-Z|O_^tpJiYLpLO9-PCg2%9t`zHjC&ocMM{8~*fvg5DI2+h{f z>GLOc1+ZurGXf zQywL;QtOAJpBQU~nNYpV!!Jzn%zfWEhr|AW*v%FNbfU!WgU(r>>>%i)mK32IO68p`U0hDV?Bpv%1m2l&E{; zymz55O6^dN@$fE&vOid?yx|d!@;7|UF41_X85MVWV=buGk=1}74>h9fbhOAPgAG>b z(fX<4l>R}PL$g#(X?nh1M;5*~P)=#tl)-6T9o|{UU}T6nAwxtCf6B2LuidJmmE^rY zcF@LcvMGOFP^~=byIxmQf9y_rKI6b+-g_~_hN|5PX7+r4ng~&6$~+I5{4rrH$*dYo z2;K4-dSDjqpw^Dohl+mJv37vT#`fDZ41LQ=M5R_{r>;~ZKI@7R)CoG{&@MT z##ZBU!>7y%n^}J*&zKXoMd-+#XF}UUI`-ceE_}qg&df;MzU(8IPK?xn0`ydISko7KRV>TfT{XFqPq)A4k%w{f_yp;o2r6+qay^ z1(fh)N+mpBQGZEB<|W;*7uD*BU))r&i-}rPvE%scsHTIm!(tws*oS6_{p&W%Y;G0c z=*#gnvr+yRZIPZjtaHA>zlQ*?T~tdY${fi7_O&PqeIYNVaHPbhu%x7~134R$ha8Pb zLsG}YA&Fy!$(gB}>2{%2P1!65a{fa^S%C$;cWfi)QvK^u(K7|S3a$tD_}jb`8~AI& z;qCmfgj+F*W^phIn5X^rnQ}(yhG;)z`q>721w-9Bd4_3NhWHV9DL3%9gp1qxAw*m8 ziDtPl13+cROl_m|EVLhT{cIDyUO;8uVP=*g9Ryyg4g5XfKA>fyt)#?0Ht_YaeE)h< zv=%96IGoY1kaxXpWU{16;g`p&r}9>IqH?3~Kg8Nmu(%rU!i!o5o3`ZP*wn{6T!_2e zklvSXX^ik`@XEDBXqeF^j_feNvAr9>>Nj`#>W5!i)@&fTyS(x;cL&L2_7ETa+~QW~ zv7M^EbaXRgiU4WFl6BNLGjUcph8Uq^4lV3Vi)N!*Ik!uUB_Y`86#@qi)k>QLni*0c zZg9TCH+u9WBwS*=+2v*A+BSa|oBbn-kl;;(5uTMcML|!vSI+!fS%T<%#OKNxo5@28 zmD_fK9Gi%^T9dkss~>DNM{GG98?`7fc5^M);`q9f7`$QeG2&{ z&JKMIcv!LVc>ZP^|B6Omaj049+TI;r@Ta$4xMzun=_kGLQd0bBVQI-f*jS)sNL=*% z>9nNipO57}-uoKM2>ZiF``&*hAX;x5zMr7BZvL9mw@=sFW|GcfoTpXG?N1Yxa1N_d zjY(TE5`)5-B-klW476bj)0b3RTXF<_YCCpg+&SdX?YFLzcGT_Puao`(@OtSpfY(d2 z>-C#9467hTjh4PI+AYqAx-?=u3>-%~cSgL_$`@(ou)BeY8@51K7OA}a@_=O!AfeXz z0J3#w-Vj1v&jT4hjA_2zZcThV>%p|fbC_nP$i{eA6{6#H-*V_=)W6;yom{9<9Qr}) zUd8%N`AcI)uAp&|3AZ}0h}t{6H!sH@zW1hHn8fq!zo$3Z{SWj3`G4Uh!2dhs0Qr5p1dAJPE`0Z4#t(sD~^qH++z=vmk#)xAH0ZOI`D8-zoVW|jl6@QHpEi; zO_SVnrax4zhwymd5poX0HM;WQ79ndaZS4nx?mNxHI`=>KgLOxB_LCgtr$6$~t(i;v zT;?mjmT{Ke+YZ9>l)s+2VbKnSF{+*-P5#D$HbDj*BR?jbmMlR+b;^E30mJcv62gID z3V{o$3WXM*2JYoq0r&DaRhWOWzF_@1EezE=*LbwSnL;g`J^&$M0$lIRUiUu(G#jTsw#G&piN)vaUY1DVnu8I7X-T@b+_Tuk)Xq1M+Z}p zdkW!>mJ*QwuAP;pO&CAUFcYO$ApX54m1mT3Itt*-|A~I>IC@6FlhgP&5RoWz!chK& z8I5n%fcHc6y|Oc4`gdI1480mzT)q0d)Z%1qjd9ZzA}PfE7cPDn5yyNf&5f`@b{Lt4 z1np)uGou2Bb|0s-a3A+@YIX{1kpXIFvBEx`Quji@e zpiBo(p=t4)Wo_Dn{Q0Wa%~({2=dW51=0hQ2U9aK$!`gG;%L)gL+dg)u^FSCb8!iTQ zlhbW#HAn1UHF516(S0|43EjMWML2&r*q!5)4 zR7P>hAy-;QZ&|CmeH`~?11IH`@`d|e4>M8-isY729D`O)O{`)ncV#g%aNgj);U5wg zU5ORhktF-Xg}EI3rJdTJUCsFutF)N-C)TS}JZ*{*?xB(gj>vCFp+m?Pd-|hAn~-mm z&f!yEJGs5tMbh-bJnbGBRz6pLY`j6d3!5fWbevy3hq}Tp?s(N6jR(n&F%o8f1;^I0D!hSo|g^pnTFT!pB-rdE~KKPECF8}CT! z?Y3~rV^u8VRmIO&Q;4%W+mSaVEU3F+wST7&7c;gq(-#6nMuztg5Wh?L7((^%{%)>k zHEyMWr$s2rD(3O7fwzUWqX*m}7SP?*16CB2kHc^q(nupR&9MvbdKj|+im=lu4O>&DD}AiYa5fquRB zcR1R`!vTK1v@$MGSc7KOQv`zCKv4b9{uJx5Kh?e`|+FuhH+KKyS}7daw@wkF4hDpw8zx-Q5_@K z=$i&?Ogqj2${?w{p|_;q&9PKmepb)lNTDHn+fYZ2YKrJS`8oFPFZhY#$6%JW3sQ++ zC`qlKy>R8dLBYlp8CM9%&lyrA1&hy%yYkZIBQ%eVY<`;}OaI(^-46ASn$Knx9)TBt z^{LUbS{e#J^F+j2v3IK()7}IMQPX(b}+&55O3Bc>{ZFxZ~o@Z?55K{MPmJyu+4UHjHS{q zhX;|ERg`NiP-BKm4&@;ZMt`+5zBGavNS63w!S&a8utyp@HQy zzKw)r6}S-fe_^x0uQ3q-w-k0_hd8$Q6DFP@DE`M;K)ktRy@b%^8xY*Q_`je{9Byx! z5W6B6C^NNFLb6-|8#{-lu*$U#1=R@FVuMmu991xNcuevz< zdk~?(kV>}kBaU!WCLAP1IqY_}9<{#0Nxvn;xp3gc^+-*D#!06~Oc_&>s>KOA_fq`k z8%WJHoJs&|#TeHmTB-L_cCEL*u-akayX87MR7M+_AD^z}q*$fU)$p5-2{&XQ1*}_R z>e6+_o43MUmf2Gobe6BVCNpZi=5)_JG3#iY?RC;ny)QHE=pPh{=fcMfSKl|(2X#rt ze2p|JJl$r}@xcC79~Zzm?L?ueU#c_nBd%p$DB^*ecGUjO-nR&A%t;fB?-f+WiGVBq zn(9fRb8hhq?Z=y3Q{bc)i;pkskv3&Pm82_1=^6_KSwstFu(qG4h9$yp_Z7CjN}yBq zXQ3TbOVXh$XpzPiL6t1R3uB=TGLjE-$!qN^=yw2*YnM!@Md+*N@vdsZP2e{bi92dO;jW3=P9afx*WR{=3~tR2)5LmHJ5o#pf@pAw~Y z<&XKz%HMY7|7%v=PM{z#2@RI<=TDU|Ge_Y!!#CUe}fVt ziDWxy2nMdG?Lze zL*~~-jq*~m*V-L82pw&KSGX?UAy5qY7Z}Ye^4KOtHBuQNA9#{PZ^8~SAX$uqYLbe@ zZ1Hxo6G^??-#%nV4Oo$l+a;X}VdXjNPp{!H8q$`V##_Y#jt1j<6QdQ@0 z>91g7qI#Qb^-Gt2tgMBuWQm@wu7O?{76ohte>i+cKU$?>RViYX5XLmai2Zp{zN7vv z8ZWkri}P6!hY;wg8|!X4~cf5UY{QLcnau4Q~aqY|6N3vUd-18_89S ztjk$d zWrr$vuA7m?*I;+Ie3G<8|UTv&xKu2xHXRCgR!YUc{f0vB4ZN7JoYh?^v4 z+FpA_EtBmpfj#1@13YNSd(SB;cn9V(kuo2R!-d2lqp2%c>4n23(7%YP_g*vi)h`_yNt& z8S#G&|BF)$3>T;QU(e3xwh8fVo`H&QbUL1Uc_2qQ)R>=zkGz;)nn+ZdX7I^U6vM^C+<$3o)+b3VT0-uiY@skKRs(>i=^|PqruLwAY08!;%(S#BIlL$Cb z0FnG(5pd!?_4HSi`B(J)S!DNDH1JpS_F2U6S7iFPCx+*qqW_92pG7QxMIC=dTF)Ys zzaqoGJ^dB=Jd4mPo<&f9Ma|D5gukK}&mw!nPaU6h@hobYt2r~%E=5our}$|}($P)m z+E2H?^qe-GFPqGsqEk@HY|CEv>DP8=gj+G)%u6^i@seJ7Nt(WXr(YL0{=+;~LN~lq zm!0CAUO@(Rv(Q0bDe#Zui6vg(&jt=clI=4)pNXqH=U>Go$F2Jx<=jw_V>ef%J>~3b zo0g5`>f#oot0>RO*E4dRzfsVZ#ZgYsW6N+wzBPMwxp(Rng=Qn67rQvf6pj);kIbY- ztasJcN_*^;`3uQ7Jp-G^sA`JzeK@L7B_2j`2NDYdP6&KmM%g+?*vVabH(22eMg{zj z$K?u0BZpMANM_K--vbYvxK7oXA>-;mSUz0?omPD=y(5q4MeN z1gmc!>TDBTU-3 zKv=$if(v1)jyro9@AroHCFfYj2!=o7=O8>sJNEX>@ElV3)qL$Mfp!c@F|8nGf>u@? z4Lc<_#2iuvvF#ePl)LyT;BIuPlWxBKVP+dv$b#8dS8vMgV(f3LGukJtat%VMXQ9(8 zK3WXU!21LKcsMZGzgj#p9_KI*hiE)kDzr%IYEA@BO##(gi$d9cj)JxQcvtU_7KIY| zj+aU6ajxEe7KLQVvDu>zM2z)F>Yq`))#M%i4`FW|6;=4Hk1MHkcXvxlcPiaThrrO% zF@*FG0!k0kDcv2?(w)*sw{-swc<){Je%5!b-yhFD`*~yLFdTU1J?}nyAEz@*W3MW_ zQ>aqah_X<@8861sw8Q1C*og7)O|}XvtP`lOw4#ND0_jtSTR$BkcLOW zi5DgLgL7w$XW6I!Hi%DNh4M>t!x?)*&NA^jlw|F87sQ}|$7T#K;h)f8DqlgGehHt47%^)L%eX-t(NMis8P^2 zWY%mv)=DTmv0~2AVo{4!$Cq9S&=L`w2#vQD>5r5=571t$PAWsTKNgr}_^mJwcRbOw zXb~QrG5ONXiVUJ*1vTGtGIhhlW^Md>LN&EKT-7wJ0Mqf9@PTEwTD;{p@TPVreaD3L zk4?f(@ZjYk`tI+7tzDD~^^x;q_Pz6ukhuk637?b$ed%rs!6Uj%5muMd4pZcNLUKIZ zWt<;dt0`IOw=O}9!-D8RG?mhK-FyzhSG+!DAs_L2gySeQj!wrn#<|Cv!CJ|7AG-RPk?%6=WX5i4(WtXB79WW_oz2*sLFCOuHGy zEPY2mEuRnZ)Y0t}QaC2SN?ut-sffzs>=J;&n35{a5RY>iIQ$we9>=KufiH-Ca&1V( zg1VaQwU!1M=9MzFdNurg{8;AEG73!*e>iEh5=$oo*NPCz*YlY!s@)7?#tm8{cnMVX zkihQ!*+8@S5@DD&nOa=khw{SabC+&DIf)Lm5c!(HnmRf9o4#KCjl7c`ZFp%3x%9zX z(wXHg&}{EZBR4z$=VJ4TNY3BmV@2Mii!yA(&RfA8J1oK;ABE+hr&X6?;VF)l&N+@; z6{CPDnQ|aOxN1@zNR0hR%sC9q#W7jCyZ7U`n%WMd3gaFDbmCW+E09Y2#az-U2D$fB z@XPCDJ?R){NJH-!N599Rl^n=E15+sDt1%(S3f~|Fpqw9F|;oqQ)KSnWjuzc`eCi)zxebpv4#FFKe{S? zZ-3otPXs?esuU#*^z4)m+hbNc>%bj-$9r?KB?0U;(M7;#iO?&11RMF?BeWdKYQ;-%n;5<= zr4uyHW(}Rb8T&h;+oW5Gr#&#eI~88z#N*tx@oP^Vh6qc9}7$vG>Du zXTR0C7uIxYd97$(knm*Ay(4YhQHzP4pY7`n@PW>6awCcBC6(!m-XxXQ#N?WLN4nz0 zidxa>pua6tB?r;GncfcSHn(O<49gKS^M>vnoXFD`^Vrk8cW%wTyr)z8*yWF|gi-7j6)s8vP`&pnrz{ zoWkV)f=ep$#-1wh0@wXBgOj4^Tk%J2d+E`KTHRBk4{c_^9i(44Zi5RV|Q_knL7*UVv&%!js`8+oIRK zmB!*ng1XUU_kmSKd2U1gcoC)L?Q)F`j1<@a)tvQYt*cv_-tDsJ$h-NhH6-&1mB8{OQ zK@))z>2BADYtm{wd@sN+(cf!6!An-MQAM7CesLcjIion2ow9AF^{qwx5xCp1G=3VI z&ld5!(x(UU{^f$G=vJTxLM73cx`B~fiuhpNFVi~T&U3zqmmz+k{qUv7=YmTN#42Ce zNYildi}$L;JTqi2AehJk8P7V2Rp*=I`)^~YRq)6>gLo{H?0W1LCbhD&3HeUliX68ku>!&tW;(5q>^#Uo)3N ztoahGlH@nflC%(-Q-S3Cu@2l5emX52y0jGK6rTEHZtB!st12Q*THBTAG%{q(;|4ll z0iHj^q%mSAs@`%yJ?ZkBr7#~i6I3dGvLMWmmLk&aY?R}{#vY!J#F(a`Dx`p+j3`0H zLlGU3#eyHaVd+{i_;7uyD&^^oV}8v*vsNN!k9VR=;~wGh=3A(AGeO@3)slZ)x|D|T zyKxn<4fcwm$4H!_$>XK`f}7)cSw&f&bOaIlZr#`RH6-Ug5?94IHnc{VLsj1zv-?+Ay)Ak; zIF{iEqAt3BqHPU`wnM1PrzC%sQWXJ5outp7b~0%?;zOaJ(2%1;G}NdGsld9XhSwHZ zQYjOiq0j|1H0)(1x1>uqNYX{Etlhom03Yj`0wCK<(2YgioGsM3t>PF6J0RPRyP@Gc zGm71aSwN=aXCs?FVvre_32nrNx4S~~hanCPTQiZE`qCLx_?uMP%UKi+YtNp925*i} zPT`zDD|vTSp&~Djvl|KxFjZ8XAsgp50RI~IqpjnCv)^5ukcxb`<<*mf=YFA|BATqS2qPDpdpRTtCXfuwaq=%P3>!px2d)(B9cd@^F#y#=FP9G}?Uxd-|? zzuS}>)i8tHZ0(K#OQW+sfKf+04#SH>^jGbLnSR72Y_{-t{S1e}AWscdKJO zSo((D;`B4e-Zzu9s=rS9c;*c(Pir{5mygq=Fpp^;ZdN|*shMoxI24e&M~_%mXlE&f z>j0ruEXA=|3*}1TPMrdbg%#^n3zrXCfv@(F+R=a_~*Y4_BBn7HVuzo33uSyGQvK)Np< z01e**q}%-g(C~GKmE+cBAkod(|AN1=cSIf7d+nB=wH6_&qUXe2MA2I*qGWYBisj2= ztt~1gfvY^^Cxn&qMYi4RyXEf%FY~28C`HivKcsN*uT(P(SXIz`e>}UE1SE5ROW@XH zzInuo@+-3>)w6?HT%`whK!VpUnBOgb$InWm1?e;OXLuvlA&YcQ&-*jSg5u09eL})C zz~i$o2E5Bno`W{yp5H?gSq=?jTXwM{jN_ZEGV~8N55FCo^Q?!CieHxyS}OjwnHTn& zf%;CPFdi_dzhB^*eCPMOkT&()uj%M(WsWy(IxlEOp}W@aOh|9Rf&VJ1*?Lkkb2-C$ zRx)!j!+Jq7^LK{zie%uG%$W@9ZOP234C{T#%!v%^W68|14C^z=%#oj>l#S#v zP#)NOvE(K^3lSl8EilTTQ-SgW48VwI48_LI7d|rx|MJ- zI=*l|1inH5)@sJ%s0z5fFZ5V-FFOT*)vnfm0$42%zFblf5%7=%R=^b~oCmcyn%Lw> zOD)=p-V9edCDv<_?V;9BO(JS~b(KC4H+0Hyw0SxJ7D%IS)j!w%C?o=rI%1-nT zm1CbT=J@e}>YHql2>%0nl#KI2$w}}lgN@}-jM5gia51<>1{loktXEPQ%*6h$BGV7o z))%@%8DPW-vtGfO*XQ)}uV?DR1#n6X{57z6)wSd7T#CJODK+?c6qSp@1i!>x+bz7{LW)nqa|&OVTf{N&cOny(^J@YgrtHRjn&^C8U6)Z=c?0 z7gWb(Fr=w57S^vVm8oGVGwK)o4G#$}EbCBtsH-~)_6GvY8Cq)aLx%Lg7PHMYmNL|q zq+5o+`UIb1#j7l37?_2VG5=1d5oQ+a4n&4rUMT!6wvGU2(j6Tn|LLAes8E^fi7N49O}U%f>1DD(@~`#jmyc|V-mw{+6Wlr)~0PB!=cw=*EBXr@`C zsULmLZKz*hT~wddJi;ZW+3=&_v}(j`ac=8}r%fgu4gytmjfOte(l#Nn!x_pKUN0HC z1u?Y==}v#D4R+eZB6FIv{O>Kv58 zBO?y$X%|WPcW#I2mL}xL`0tbp`1;JZn5-1UV{ru7;0nbQ?2wu_@5 z$PuXCyIH1)k8`-Sau18I{^W-$OX}FJO<>?QU5yl$2Yz!<35l7V&!?oixJXwuiO9KY zU9Nce*pZHdF8ILR&6Otm_N2T`SzX9>a{>pw>6$y9ruNhd337jDsWM9iWT&4U%m0B= zk*ll@Z0CzQcgVCw|GB2m@U``GO~$UBWkf3A4S%nqaQE)yY(?Va?7gZ`iwchN2yly( zg3i3)kpZbdF&xG^N8t(mD%9p!s?@6g2|S<;PZdZ9!yp$YjYHG#>LdYcDZ!RSn8tNdyOw@Xvop829Da<_7k%aG>?U>Fa!rU<}z`a42l##*&MCNx`b0gQ!M_^lvrKO zbu*$~lit7$F7kb0zfTdiSM~|dg7zR*VAhhAH|iyBDv*qhAXF7SpWYf{7QtA=#Ai*N{f8d9&{a zQN2u~E`J@`zh2+Hz_FgfzSGk8RA^GdR+fg*>5i&x5Ln0eUAU?XgmHS3d)mxr%=|h@ zsWP_o=6>)lEx|#cEb_+|$aoGz7B@pUgKId|`!87#EEu(KhX_B^aMYM^G#xe!nQ0lN z!^Gb+)vHyo=iq`$c^8nvi35cg3zz<86dcg6f4jRwyyd&hy1GNu>&$1LV;2QAdi)K_ z`$I!FL;jk^!nO{6ujF*-;1GG5*#?qlCFE!zd~L{>3wkqDAMcG8)KYGi3F7P@_Ys$A zT)_YMF^_?ZFqx5w8_!5Jwc;ZD9h34Xjhuf|K&0M)rRXg3*Th2Nml1R6$mIz|e>>Dl zA96yVZljSx+AR+Xzp8%w2OT$&%0bSo5I>=~!!{!9PeC1ugkfQ6;2dZ6jl{R z6~+{PDzqzQ>T#v$vSrhKI%qnwD(`@&*YDWC5UeO_ z6B6eZ$4GlfxSJFGNO9+^Hsgok<@fSYd>dB&3jHG5Ur&q9Cbyw3<6*|%x8ps)vbVi);$MZVUdAS zFwqeK5oZAUOy2V?=n&p<4{+YK|OeHWuY$Zr9lA0L)S#d%`%CfQF zcdKj0IP^l7ur}4PL`WIo_hmu+0)d}2y~}Ml&tztcMaaR(g7vD!^-wyQ3zzLkzO~Z= zRG*r3e$R4NN$m$@i)d%mP`2|T|2=BqCR2PN6Wie;E3I>UM|@!eNM|RDIdb>GO1z%P z6x|tARzi8f9(r-}k5oJp0b)~r;){yI+%%=K7{a0n=8rv0f_ljn0z(oO#g)wLTx|Jz zzaqu8PgLZ zV@5T$fdLMX1lyri(DPN#Y(0}N|H#fWDM737Ycn0)#Q^(Cf?NKPJq)myBzO=Yt)`>< z7+@Dk@B%Q0x4QQb1N=!6e1}%C^|reA7~^(^837f&A`~De7+?!YFbjHxEI>{%z^0O5 z1@sC;fShB14JB{Qz>xb>+`!t<*>$3M@@2{WDhh`yz~Xai@}f!uYctAGim%sP@l=oKZ5y0q^PC#lTi;`CA!k) zMh%&t$@vqB*$##XR{@s*WR{C~elO&ixcwuc&m`m@fjpChe+_(Za}s4gZ$E_A6)mF+-fyw3#sj|e`K`F}+8nGn&KMgzknsV)|P zIW(r|_MkFZs*67%7f_%FAo5ff`ym(eK#v2cOquH9EaZZS)-)O*>QonZz?^?X`?&{7 zYnn_ut!+D;uU9dMC68=vXA=*l3&OJ|!i4_tlwqjOBFq%Ewt8ge8^o$W)uq!M9@)q;y`tkWk_?}3XBh|%dh}622?Yfj#Dt1LG_D+pbSFKXc zj3DN3!LNp=Pj4Ky88({@{9e)^!i|(;!kAz;N$>%7#Xfc+#k8ivj~Nln-y&ZPAEj&` zrMysaDo}BDTvfW#rt5{;X&JLkGPNZUqoo&!g4#Rx4-b1Lp4!Ukz=fZEd8zT5u~`fDY}hx7s-~ z2AIDMz8Zq1ZNbuB_qY|ZLNqtbrnk)FHsuiEKa^v}nBZTMS?yF8F`*X%ET-t5pt9~~ z;`NX8JrSu`>3vG{FuI6YNir-&yoyjE8Yqit3d{IjCFGz|u55@ZVaPO}XvSrZ6y6T6 zLRPqX#u5`eDVa4wbx{y{LBwhr?Ip*p+eLOB1FD7y?^2F|p1a4Mx}~zEZL_7lzT;J- z;_XxbgDyr5%cS>B(8CNPW;@B|ZE7LHdz53gn7?hmlGRDu)=7Kq<5e60q5XPY7kW9p zpD@8ol3A-%7tNtkoznZB=wTrdv!`TOsQ4AA_&bjJU2gh0y-t|FoxYNdNZXD`dnw>o zDBv#_4GmuortblZ^jVe%3b!zimK(x1G-!~CH6P^D4{vDR0&99PjT%}FJ@x-E_E?3v z{JaIobttd-T?RhmG@6MaEV5JhAL9R9aeMh{QIMHtd5of=p5pqB64>LuSoY3;NP1%$ z?Y$j+4g5C>eIn>S&t&qMjQk^i{t@5jp0j_%@0q|sp5}~vekM2&rBmsB4vf^zh*@U} zfg${gUNINw8&hTfZEmA3GMF)|R){cc)`T}E7)~l5ct^PB2``@~oRU9H7{nhVJC$ZR zm9FjuMm7FOJO{V#^PgmA;9nHV4)dx+_77C;aMBpvaM8uP$2-Ng)~(i5dt4O}hd` zKHdLc3jWwReY8$rL{uNeZNs;pYw5+$1i=M92R()e^DN;n=c)c5$g)Kl#WVX{%Ro#D zda9561Wf>7G^w`r#ObDk78KC$!?`jJla|!w0Wm#kpfKJO6kpC;BaLdQa*u{E5P>A; zK)_@0+@n1YCpbxz)A^oY(od2=^&Co|7#@Z!tR4z!_6or!AN9gCeUIL)ICd}TY|Fz1 z@MNjx6zO!!u&WJl_wG>c5I4F+6SP*pUa#$4myoGgu`w{+jcL5M`2yJGhkwHFhYw{) z;CB-=5MNa0BFLqv^s7d8CW+BtRm^}=7mc75@J#E``u#$0C_7UJXQY2QO5)T}+Fum` zfYpW}`zE=n&+TCpj`^@1q($%{b?|nnVzk~nr{Z2fU6B{}Fp3zX0(2B}vnjOHN#HA> zOhp0pgH`BDsGdyZ0NoVR&+Ff9^t&*u!KY%kA?wnet5;+2bTU7=o^%%3p-&R3SL1F_ zw-r!17F&{Bi(8#R+V@+$DvM8w6r(%ZZ&1^)cFF{0D5y$Le>!@78W ze3wgxCO*~!A{9;WArnnt(?3tQ7>0pc3}P1uMke{z1A?k|Rh#a)U|bo-rW4b+<^g)Z zxil5~Yt_ooxczC2&f#3@O<_Zl{&q_ma(pI%{SkLOtB?u@zCdr~tly)Wsk@r>Y~9!?2kC4{Ce1gWUBedEQkdbQi_AEHS-N!JpIvz} z!jkkcQDe<94UFE3_PEpulbe!8ehoiX!!sq=?|mO>AD>GQ8d*ay!4y&P+OF~#iX1&> z4Uy$70+GY(Jsf9iLu^d`J*SXee%*o_qf?#M>Yo4HzyQ%kM zQ31tByOb__Ytxw1!{7%IiXr}(afu5iYRHcW5Ico|RA7xjTyA?IN&mRFRpP4@x*Nw_ zNI$TSOg+NdvOenh9j6Wr+RdBS{C`p7;km z;0WOBZHPh^OO`^G{`qgp4MW-VTk$n?)7T_c%H?;VBB4!d<+GGZ5q12JEErg@rj00;^%9s2x-UU{R9CG3bJ zig!2I8IP{#AZl)>`Ex|8I~a!nu(DW{e^UXs^oggU>oZ-#_UPT{mntjY$c(&Z_9=Vp zq@B%TxYCMeb9n2Tai*Mz!Ek?gS?kYq)anESf57H%zDeh=xk=_Py@}_~GmVb=cU;*p z=E3n0R_>gS`_~E|_uW=#$m4>m7Un>O-?!J(F|{aYSeOG-d)tB@+9Y_G1FLt(4oX|0 ze$G&cpL65%p*+!-h@bSJp$V#+nlWDVi0zq?~}~KkY#k_rss=rk22NOar#>WHcQ32w+-*T-Dr>+EL6ohm@ZB?gK#569F}TY zc3hjQ4;>m&yi_E4N_j(s>s_sG29Mln8scFc>GyY%;PLtg$HS@BNy7b>!Kgn&8c}C2 z_na8~kG@uGB(>OhXh7FZc0hnjsy&74otZoA4{;$OAxa}I_(yLZm7D8kW@!G3LqcaD zRA^C59HPvtg0Z%Sf*Vv{FpGp#{%n#$O#~gVMrGo?JYIZ2NAFN|MQ32J_H$EFnVgyv zSJk#els+g!EZ4p*M#gen%SZnuBs-Cz&3p)p#D;VEl5i&I_H!hX6M2lPIAublN2m_x z8fm}0jID%cA4GARE(SAYRFQ)E?cqyKz6DsCPuw#EUK8W`X4{H977y5}WW~1;vJb-u#@}VaT~n=>0jTOUoDk#LOdyT@k~OQsu1` z^D7cO-RYxBlM(|vUF7fOjHQX0dyJPSoGw0!>ra;a?u4_rUS104U*Q{sRvPH*r2hs> z((444gx7H_aj(Cze0v?k64PgEe@QloVx#wA4`G)3J&b)wjpBjp$`DX{mi7OIexO1f z2ck#BU!W9S*I2vi6M&L*nRA%sT*a-PWw0rCamQT6BHm@N4nWb_XFOH2<9{k<_mg-H zw1T>k?a$i<_{`*IT*bYGEojaEt+bGAf7XyF)lVqS-`!95G`psKN4p&FQEqKy?oYUi zXWr=TJ@dW5nG$$zM}5)GknQMn6F+I7glvfGwQa5UTq7Th?IH$koHTv;p?X!%Bb*q6lV&yPS^9MEupyR@cKyM7}$^y z^YPz+tp2y)u008E+x=b=H#dvknqjDpq9ab1^|QFHF+ip?3~;;5(}viG`IR>S4W1x@ z3}_e_NOoTM9R|M|gd&ZR1Abg-{IldPuuQ|7ViM_nkXJq1SP~le1D`2vz2h$!M@jK@36@SV_V&zJ^O;eJUG>QsYHwOoZijo5a0E_1b>u$V0L^M+;Atfi^SH-O#u4@8 z?M|b}N-hVI->ieS2gWjTN61xb;0cR7RzTa}3rQe8!H1uyI__oE$9T*z+j#SBv=>n! zt%zc0ycuuLwuxlT3XOV=ERu)t+?cCxUmr7+!R{-$JzBdWIr{DWkH$0UvHPg0mRDG1* zJ<0Dzfk-}0R=A6ILdek4;RM)iT?JV?yuc!ysxU0ec@p6vFU%K^VopGcQ2^OZ&4M7! zI;%y!SHV%G1Y@aE<`IWV4CavFnl?Hz(7dPWr*T@3c^4-Y_Ycy*5x}1w%2;4mAeP~X zn3e_A=K~SV1I61gLfmgn(m7Xcj|tDhEBwfU`oDx%`+o~>)06OO|F`f8KMAiLptnO$ z!fOLKC4lg<0>X>-B)owc9v4r-dm)mZ`y{+VBQMiJe0%tRPL7UnBi0k$5CUIkC5>tk zNMC7gE&2OL$5Lrz5hL~pD-HS61IQ;OYklNYUNP6^QbvJnhM|p(Ec0b=ZoRhdM^``e z^(S-~R$9@uc`|#g4v1|26RdD-{)aR5{?Z% z+If;+>=TD!b-PQSFS5Kp7e+_^Ak-7z5H7p`ONu%ZuQ+U5+QOos-7DCA?#xWjL@nn# zGj|;AGjc<>``nxPCc1Oj0;={LYlpPzJ*bb-nz~B9hPoSvRl}>#WyDf z&)?q~h2#{MnjL_Xj*g9lVbDL`M}6+Tzz*(h|4rsAW5Dn&X2wP32qsNiyLhE-ISw$_6K{+80q zG8}n11^q2u(it1_$wLg|yPjbDn3f+lIut*_h@;P$ul}oEKq)^)RUYsPa@kd7{&Y$a zensD6pnktfVlKt#ZTSnLb~PM>nG4*%#7H%y^e<@G9qmilER>`#A}7m#ne{kP>_9|u zBkIE+j{td4PCp)fF_!q!G@^MT&DY<3e&WsXywE*N+0eur8jMt5V15e2|H1Yd%8OkD zn2~!p7^tI|^DR6mq|-+VDxDIwZXrrE$)oy{3P-Zg5x zLpi0Q;TVjF>0*B)f!EOt_W|w{=Htsj@WY2K(W4#9)CZ|e(`eknOO2{wU;T_SUeCsn z6FUVk?nCCV?}DbZr6`-(*j)60j?2Y5Ctm7(Jy1LjXj0wpHD?jI9nitK_4N;bt~4ib z>pRlAyMHTuTgah+`)#<@C_}dz>FL;0Sap}1_%Uh z-TY0Piq{*`B!S8^YF%V?E~2Ca%T;sJMAdAp8K|V|3$Z%g_$WddR9kvP_~> zwzqagXHTX`vRpg>3{G+Jtll+S0J~n+c*_?P!%}W{FuVc^(TTrm99P8%I5}PP{N9OX zf)ix^Dw~3()7*8F?8{O3@*YM4reWfdfFn+jwF{8aeQ(hJ7}e3+0orsKo*wPU>>a)i zzV@CDTL)iybLXyu&%J?DB0d|_&|1FmuC8iYtW59ky=1#7#_qjjx&h@EA3j{$Nr6oo zk!R=wGxe?vtm4SE@zRxzbB)LUydTREuecV2eOyR^znDq)P}^$LGR1WsN$#$#>$&W{VHgE1_Ifrm*uHVG|a5p4ak4i6VYH zIS&MV71xjL<+=gyPII8|}Z;)FRT-R@mo@;^sQ# zst-N?%wafXKI7;(wVE5L?b;|%C<6DEuoGkE<10y>SWFaE#Sq%&0~dYnOk2eerY>&6 zA1bAEu(%S?$caPvi~KWLTOh{W8Qx7lRZ%K%e+Yi|>q8zl@Thz$OXgh)@TmOc)1&fq zS?!;>fw=x0F!^r1x0h4$+V-Lpih*_%g5->1*Qo0Th~33NDphrtY8OQgUzHvV;8rC{ zU@o+5&yf#-`LeiWj&a+eIhrhg&?rox=xl=6RX)I$_e^_B@~!QeY2zLGn+Cb*EGz}pBN!I?9VG@)DM#<3U| zmb9Q-ojv& z2Q9=yWQlm-XL+>$$0p@pksf?J3@_?lCu2sdTh&_yGo!kv(#3UX>q;=2`4YQW-Q-?!-5?uowq;?q(m3q!XFUfeJ{a$%RjOM$!nyr&5` zGzqaO0bRvW69(!UhNBgJrNJfs4&m^^9%-c<%`K^bX-ysAtE`LRGnE^}N$HZRkiSzU z(YvdSVO9!T5AVKz0lgV1k7+4c2>!tMr-O<$;NY*wonZBfZ_Dxsp;)oWQ^j2$E%vHkP>7JefK;V$r`41uxs^q!Eo7M( zV7}Yaq5l>FRB>L8p*y-q-O`Tx8gk0aR6bbv&rmT6Nybtte?W?2i~2u6JG#LI!r|db9=b9x$}$Gl^}9#Hl48-NTW>IVF3?_%PiJtdHpIhYKwYY$!|bbvyRyu`VICBV#>$O&-23 zR8D(VL8fpYzOpWy^x)_MMbBH37CH?45lv<#dgaUBH@_jDmyA!BY+;!65$b7DX|ieF zXOWCgOKfiV&Gwt8c%?X9WrN7y9L&{QEAbNIL{|5*CXzW4*vDy-^-|_dg2cKcGyNsg zC`Zo-{+ApM8%a0Gy_1IX*??;7I?NEseWg$7uR9&=%{tmi zkLK5V89Zdp9XIV&MA3pKzE&}Ao_nkH%~K=?e?$1^H&C~-4VKttn`|o##!vJgO=8?u zP4V#zkWPP}(Y}Q&nu?JK412nAx5>yO?-^Y2Q=aZ==!l}wa!3y1VRxCH2zd>c)h(|1 zl<|wc4TH_{KLiimZ=~E2;Y~ZF%cDRh;v60P5E_pJwi3<5;DPR@;p?d{U2qjQeCK3a z`qy=IatUu zmF^93CgvL6hM1ei0pFBOoAmzHA!X`9K*60CT@d0JzaHi-DGmzTae)Pv8U#Ynya!KJn=JF zBd-iLsOe#t-1z4dw-8%sgFadUp-T-~^oR*tdZ0N%Ya^Z@+oIPsLBp=;e*M`lpABKd z?t-g6nn`OPDCC4LkT5SL(wxAaQ*8CVa6JHN%bpWtQr(vn%*9Js$v*$FYf|eu1)Mlj z_Naa$X`%zyoG}h`pfZ~R8vB+2>gE)(mqlpHZa8Edcw&t}jH1XjYYb|1FOQNhqSt;i zoI%cpP$6g*D87#vDZZ~XXN=L*C$K)HI86w(uN-D@iFK7R;WJNFB`EC~WE0?ZWLJ$6lgdrK@7J9j4vs0g>k5G{S%qa z(6JcfFrkbywp$cFD~mg}%N#K)i?=$hRD@{faHr{i-je{cCsXv(E0^adQpwAZ>IOXc zFGUbtsU9FXI@P+s+JtOh}nAk0%==)zDcULr6ksv#EEb<;a_Y5 zbh~?`+v(##=bG>Lvw=hW`+dE06A`sApCXY#S*8kysnBaV+KZAKcJd!xt(xSU)bX=* zyPe)SShrd}Nzodn%Z2EtU*GRj$AiwNfR~7`H$zM1{UUiLT#3PEEK<>B_d4U3Sbf0t zBvu_QgQDXaR-O!uX{6O3@}4A_8&$%IUm{FqM18X63Muu^PHq|W7n9GZREP@CNO3t# zahiu1Z-v7_=*=toi;{a4@{O+68uDH0)LB^p$2P?F=X`_GsH|_A5zon2BQwllH4HhEmk% zKrB?2LJ`dF8j}@ezqoRR!mnmHXpO%(kPr?25CjLZIYoAe^QIyq=L+CbpZV;Ze{Owq zV*H8i#F&Eh#P}CO*-y?a8C_Mr6{->j68*1QI6dy>4@yP7h(!U)3XXQh3&VjdZHEMo zv!P2IYvq_N4!JbDj2C0-^)=%HA6cuFKKNC$)#c@xk}C%5Y3nLp!zG}l7j)<;)fST} z*K*gn&Pv5shWmWPwLhp1X9~u>eZ{DPG4eyRu^ZkbjkGnyK9t!~EjZ_1{Qc6@q;S=a5G$`iBYjPK() zO2gI6_o+Nzxc@<0DgAm_vHrmD#oKm}YDQAh8Okv>YK74AeLTe9gVBy)JJa(cf)|L$ zAwGMQdx=RlGpuL!-53SRSDqES(|4@)l3klk_ttH?5kA#;_8ax~nB-A=cqgm%_9E?Q zUCr06cCv%jNWvONl3k_`0A^CyQWNMzWC~ymrYcf+eM{v zxHpA+Ln?sBE16jqG7EVdBvZL+R%W)3N)9G9bGVw_BLH{y8urc-ljTNba^cWMVr?Lk zj%l=xVkmAPqyCRW(vMHXm*>p=Nns1Lk~BQ_lOr|TU(!HdILng`^+*|6+h2 zh2#kW2kf6f>+L@??=k`;uf^d*{{|vO9gyIX{N`ukt991+WV=ZKArrkxytzDI_ynpNqZhPgXM$8+c!Nup4i-EK67LH}8S(xtb21ZzuE2k2ESc*=$ z+j;xFb$v*L7;y~P6j?<)1UB_0taM|#nI^2}1u+f3I9o$`!8%-yohi_v6tD{?__7do zf8X!?;b`CY{Lmq2h{r=Ow#)MLu#BdV?dNaQq2@2+jz(dzkR8a{o}Ys~TlI^In-Fhe~bE!Ey0Ju38X-lxBt zn|#c%-SvBFkn2CZCx17$cngc3>F!5k&bt`oyUd*42NuPu1Ru%5xE|fhWgNDUzn)BF z(;N{kTcTfAIf`}kI0AE`9r^S!cl9bM_pG)Y_3<@d3j2p#w$jJ+4`0F&9p0viX}{-I zdZ*h`^VE~)l`b{`Ud94>9qGXg3h9Z zceymq{~PR(B)xE*Fbg`_2 zd6l`68VX{|c60e$Nh7{dsvOMs-?L41$2I4+(hBeJhF-Lh*l)=om2oAKUm9yDbV5U! z^G(oYySa-!>$840(%mkE;x3LU=yUMzLH8$SYCG0RG+yP3MNv%=$aufzQYYoBtW@k|uGXhgty&7R z|7sp^iRtbR3Zxien-B+Lwst6fRgZLI^&+fn1fn#!eHixtc)P&lXuG1*T40u*$oI4M zyIEzbGsWx29K_3`u}zX+gCnk3y*(ST&J^fxe)Gq;Bp#6bY8<%mpg3RysC#+@O%$pv z;CUtnwXB;zCUjXEGc@)c88>x!3Awu4B0N;d7 zCY70Is{Ck(4)IXO2)<8o1yODcK}QAZP{(De6QoFEyw@+<3-L<(3l@Y==$tO zLC2qo{4Atc<@9hS1rZ;nLiTHvf`X1NE@S8(2fD0ku$8S&_FGe_(KGo0P7sdDMlZYu z2xl}}29YQQKm>qe**HytKpA?XR2fvB{l&uKj*RH=9wIlFqmhqDKxTpF=-dXYrQY!c z?jwAAF`J4GQcyIi6ZB~CasHTeN<3!5+wx&1q^162)(IcLCb42zj_p^ zMDYGBTRqx^78I0AZ1GK#d2jJ)nFJ3z7Iz?}uGe4Nh7}(P?zFv?(&ZAZ6qy)|wq-(M zb`imcUJItb9J)(2ljZW;npHIkR*Ehvm&otc)X5x^WGWurro`0(oy8zAb9>2E`B8th zc$CRnrA8%Ob8q#tBY^Fc)m`_Dist_4yL|mnL3w%#9!2I7omhw-9O1sCKIIy^|8=L} zEXw&mO%pf6mu09V6a0~g>cjrcn}W-2Z$E(!WerbLkBo@gyRPr| zn$o_7-fW0`ANlcc={{oRXFK3ybXa04Sas#|r-A;GvPjd{$)gA}fw1InEVJ#LeQ1fL z11#lRjtC>tbCSb!6ACj$GpC=htdTnbR0*j+-G2;V`x-#IsUNuhE+()`a|@aj8oO0$ zRP0OrkeGX?CS8f0gY=O)PR(~i_0iLHA%uCg@S~CEtlyIK5_?#YoEBEf{|i)=-)3QG z!W1!+Ut6vv5sa@T^^J9L#Ad&%Pmq1I{QEcLH9l3R(4A=VXI_Ohx^Kx{iZonddNDMP z$lqw}sR-XKNOOLxXQqOUE*6u)a-TR@ZQb%2mvu;JHXxuLYh;(nay5yR+LKTGx}^;# zJsy=IH%}R!RxOD``iAUF5#SIATZOWFWucm!NfCE!hrPx5k_Ix{Q#uz*d1A2CV|nbl zS&AmrQYnh~Wn0=^&W29M0Cj1{k?ADCw|IR)B7zl#AOn?gn6cjlF+JWT7I_pu(Ni36~c-j&uhm)Kt~hY@y!ppqmo&V zx__Kr@03CzJSaB>h>BHqdCl|xvG$f>aRtkwXmEFT65I!eU_l2BK>{Qs1b2700fG~P zy9P-hK#(E$3_*kI;F4egf(DnnAban(&w1y(@7#CqkFM_Os_N?QwPw1yySi60@>;4& zHJJ0+P{q1NkUeK=^w*vC@%AGLm^sAu_>vzR%@LSB2^Ff#R5&iKu?Z$ZJ!| z)nL#w$0$@kQj|4401Ge^3 zYGQTA2mT(4Mn2Ya+sJ>F zL9_q0|1Sp3v4DOC1Q$Cy_?fel!}^ckSRLL;2lU1R-BMVTPLCIpaBmLPja#tJ31^cM zFB`M`#ol(Lml7~|CuvSUYe{e27WvgDE2Ger9f*ldVoGHS|EU}CZvTdFobO4VzqMo2 zv-Hk1swevky7^-HRu2w-M3anN3!v3CrV|mmUJ9Uv{cKZ5de|(phQFf)oI%>{pwE!~ z+J(O}3Lx7Z^aZlwa*!VcCjn@L>}kQQhS-=g}+7Kf31>$OsL6IYZ zWPRIk@^Mb01z2=Xkm!d1)u{! zp0Go6L!_|7T)$Hxm}J?ZnITftVXiR%BF7F*4Uysua|JHiXOd@!z7LUl9OjAxAPVfz z_z)>oK!y^*q{t494v~5Z$N-2EJ2;lmqw~t3fL2(J6bs^Eo&qwkN(B-YIUoZsa%?p_ z(&wrga^jg`>^SIl?;awrV{sXY<#DdeBAzC~qkkr`%tzF5Jd2y-^c5W;cUd)3`-Vm2 z5KTh~nA#gNP;ERGU=h?;*PP7Z2 z#mm7eWAv^W`Gv99tV!n|TmK6ORloUY2na*YrK!Db_&?Mv~c+2PfDx7!q4NrA=!O=EUBF&l0eFu|M;3N{=Aga zuH*O!i~KWQk;#R8SYN5q(6e(E7~BbqJW!*0-|t&!qasf?96EAgfhBFwg>uTf0UJ2& z1NeuYcX#;k37}U{*qP%RP)+qxa<)G{)D498M2xSWAe^V>hu|u1JqDeggQc&Xw-fZP zi@gr}Vu{g{G%b@s>HY#mVX&V`R4llxd2#F}pac8#L-c`-7jR>0!zu14%7ePIK2xeX z^cQPyFu%yzy}Pz1n?ck?+jGBE6j{#VHUpton$qOx#XZ?k1yey}gUI4!cb+c^G={6h zDWZq)pv2%J8={j_DXftDRU|j|{H~G9JyxOqjQ2(-2mQqun@yvLze+McWvm-5H*PoY zm$#v@9gqCj zfRZ+fTjAWrSOwEi>p8_Rwc5*R0x zJn@f=U2${cIUx`gEP^35;pvWIeJb@o$@+W#DcLm4-AtbB;2q~40(ERO^=MS}r;J0l zFK@%AOq$BC!Y5=)F7Rw(6K`*BDO53pZ5PXwif$<6FodZW%M^;vDIQ}8zYKcl_Ri)u zy#L`vd0Wu$cN#gj_>ShEf*!hH8Xhyu@A9GIo4AGLq%XO4ui=@vM&w|2QF%ThwL(Na zqcdTX^$5**Fp1=O((Zff<=O6gDhi*H@BeCXxLAeyQ7|lNwBN7&eU0y)zCh+_AWM$lkSj_j+qy zA7bLt-2PX5Hg)+vv2dBXyuDGil8u?#l-FkPEAYb9 z=D2QW+x67&!qmgb(t7>6YAa9JN%WC^*%A%dYJ0T*^3Ax#fI{G%lJTnJIo{l5EM{Rv(;)?6NETJ(1mx}XcDagsiN*5|Ic13P1 zzDP&D%8BjCDtgZF9F4&AE6Jg^HdNDnRqHl|*b>ro3Y-mwRUqR^$44zl4(lP)kpj%(aqI)oQ~grXjf zQ*G)>I$UbL1+GDm!1&UsX*%NgwQA?PGk$SwUPt}{m)gh>Q>f%&5=EU~4A!hT#{2IA z*(fs>R6`-hUvOPIFvhKjq$%|SW7aIC;K+21RuTyq0;8IG`9*)~d?Z=*aez5@o%+TT zk(VWIjHle=;_qw%Ly_t7O9y+%TnE2oqx7wpvW{%|%=)uXeBbs3K05Yn*mEd^_Be@n zQ%uU?`)%&Zo_NplMX&g~h*V%QF8|#VpSjRNqUXWhi8t=Pqf4-t1Q=t^GakQT_h8d_ zZfF#P+#~mO$}6m(LnOKaD~XLwgKJ>L#q9i4M-uxc*Uh~G>uw&t4@}6hgN8!pn{R+R zc=6B^026F6jIq6!*(m2;JVT?6U;cPAqTEf=LxCxHFASKZGtUDY0>1$c4liH|p53em zwCnXJH^!XLlj83*gXBUCA5XdFoNb}b8<@}vkW+e$hg=)K;siIF#8TID#hoO%zzxi4 z?!0Y=ly3B$r1PzZc{Yz zLvv1*u;6k=BKV{fE?$t)gMFt{5M^fh?fgX)QaEtp69wB(ic{g6#-qvOV3iL{#;)kN z-WqEL(-Q^eL|T)&@oTDgpr1qYSxw~&Cy&r*he6*Mk_jur+C>JoUCCcn8)dh%%S~=^ zBTGX?H@@)~9nZkDpX{o!Hb_f=k58q6c!gMVDmTSg&l)>ACzv3(Wpj3x3Iai+(&K zT#RjA*#7au`%|vjwb|vUXJDtqs`ivwmLnv|Nimct?F;>!r=e$8U|~neX(br6S~z7E zv(0&Cl9b3ZcYTbg_JHyrvdz_jfC~h7AQV%y5W@P>#@3mO;3Zlq!=Y&p#l&?R#>+UZ zrx#8j8a})YZ&T>u#TD4BEKCT66YFEzgC&>idZ3&FO~h5-CW=TG@GJO@m8~c=1l~ z;Iw8LDmqQsQ???rZ(c6Ob?zJ1l#~nN)GhNlMX>J+MWf4Uzelb2)lS)3V0;UC`{?bs zz+yP%-D0@Eu5j$fm7|h$aAZ*8>3miw$efO%?zgBLVO`*kQp72UtfpK%4W#uP}Fzz|doE$U&i;<9||< zq7N%}XI9rZ@_wsQ#R)9qTYu;3PZ*uI7P3`e>HOy?{`68pcp`7yi*N0KwmoPsW6z{d z>yRg?<@wH1;H53}d7Pfq%SvnEmgiA=z*mW^>)|5shR&&4Xb7Q1ohK*W)uN8KL<)M~ z9)C-YDoXn)?cx=2`3B?Sm7`nkH#>=7@WJDxA204{8=xEAcg}`zUD%F!x#>)lcKDa1 z;%IX=WwKr+c0XGpsQs!zpPp6!O<|6h-l3jL#ZTe?Ds-8#RH1pLCQ76aeq9r;Rl05T!1IgbIEZ#V33=Tn_u zGfK&}30@x3&(4(#0qncGy3~M{le?bCb@RLHiD6jlT~BQMTm&v!UvhJIDjfr~G(&Z4 z04J-?yO@35@;Ae z6WVe@feI-s4Mhd|BpmN1)1FCLU3jYEU**aNNU#7LqfsegM5 z#+9d~=e3@g(rUTbzF+*=uHK!}D^IRFrGd?4fKrb3g=j!&`qFRyAfMs$dk&0iPlAi@ zeq&D1)s6)4wPyl=Ox+`IuRU?_ue@iSpo<*|J=dP!@vgiVolaW-RX6v@suOe;kh$@U z0VwNE(5a4uw>O?@0P@QT3OoX-6R6+Ln?<*v=6c|Dg|#n0ZVz*>=6FQ+{St0=>95mH zca|KxLYDl_oS^Ff`!&?iWBHW+cCJ!l-*5PKH}^J8|A8_1fiuQUZ^%+;?70P(NjTK- zJ#1+Z-cKsnw_HPBl%Q!tLZvfYveMI2!C|ScoF&%{Tk7f(s>g}(v85m*p416kKJ7)? z=|}1>!l*V3SU$x>-XUi=lZt-OT#pf$z}(@u6|z)>Rc+|Ad>RRm=+C4+K4|_JeAxRJ zX?oDy6nuz@a!=`h(A*zw>K>k@1XBOw@D{?Y}JY_vaMB;qxc zMEPk*M9sK_gnG!6kKcb6Dlt8tITHN|K`XOzW0~GB1!|Cpf3Kzv<-T$U!E^^5*GXtW z+LClQh&TJjXqPzj+$KS*FwXp&ZxD+oJkf+xNcEVQI3X`l!&08`Altrr$0cWgGx6vV zH@YnmkseBYBxXhs&m*~CZ(<_fT~2d8V!o}9##9NYd?cs$=2PUmsXRl%{vx(&KO8xq zV^mKkS@wk7j^8|(YojEHR?^Ca1(21G4vU|RLBDGg91M@23CK1 z^m(61%ff0L(n%SAk8cB(hjhdK81~Oa$23IT*4noABJibVIsw1D@MMVV3Rv* z0)JTH3PoA`O;0A@oWJ~350~HG;t!=M0vcVYFn<(nN>{Cjhlx-K?O{Ab=C1h_Sx4#; z-|_&bl-dW0{Au3UGH-E`FZ)A{@nZ@h^h+KBtPde{A7J&cw_XqoRg`8$w7`Uk4o5BE z-4U)f)CJx?yd83~GbvjX30uge)Q+bDTJGzE<<5FFA;wov1@|TSN~yd(_1$Q4$9vJL zqszIbu|Y~VScbs2)*WuiC8aJmL?or>RM1z6(IWRRVlU*q{eG`gl)v5Vh~HeM4iZ|- zn~?J~)>3)Ugc2i%Oh|7qK@@!05r4RRLVI~_r1W46rCIc0GT7Jnlr`*7nSk3C^NF9a zmfV9?lo)K}XAB0Uguz!Gg@F%_G04|Y7@t&^(LX>7RXlj0Ot_;=$m=W3{E_YfUML+N z+`(X^x_KAF@aHH3JE4N4p?B0cCK=suojxmf7+xyh*npM=ImXJ85e(=c50S0=h&)bI znSO}_923Qnqcp@oz^iU1j{W7h8}O3Wc0X|nG!~Ii7m+C9Uo0G3w^G9&n{o$Y0PxM(+a8xc`{tO& zwCsF|P=4?h9UlnsTeSZSWPnY=DJFEP5A64sEgJy#NI^z>sJx(zX0GtjkL($tqaV8G z<7~jXL#o?y@bW)W#st77jG5mE07Sb10A9T(G`Ja8UT={AOBQqD)g9-@SUu>myOjBe z{%^+Ghr}f%Gi{y4`V{ILX;l+!h*7pzMWbc>;RIZyAP!=Xc!-#0q1)#|4#lAM1zS?D zQgQnW4)4ZYl95Hr_ME}Y%r#MWVZ#}F?^^aBvo|G~gZ2&PG&XZzJlqXP+tG_af#_x_ zHE>F1cex}YBX<1S5dX9sD|s=8r?p5r*_J3JVuR@F9_e_gzqo1GC$&VBKPK4+>tf8r zTHXR9iB-0t$cBOOC!O8EnIUm%_Cp6LnK)T) z{^4-=`oUR$SoolL+anW`BX55eAcyu%NHxHS3U-Ufir1UxYo`me8RCacsqgAF09lLc zv?Rd2?#m9V51icMkpL8>WkDR>ySc|K7z)hHoTex3ysw(waQ8hoC@D(;Qn!r^ICL0| zyEHy22+N3Gg1W@z%KY1YB?zH_mao^!ETYB!}^J!wi#;EUJ0Uxw9axdQ4-E<)Sc;=^yE%q*HKX_)yb8^rVi z_sDzXB)ZH#Q~}6^t(|k_@%Q*BqNM`wisMQAcmN4WS@L78T5`ismna%Fq>h!#z){i( zdK?>?L83G|fK=po(kbuqTdDDf^EWZcKG@z@rFEn7XMw{h{HJnn5B+|}ex;C0UUIWh zmyioT^mB}}0hcYmF65641a*rQX`wiDUSytn7u3)ZGM5P-UuhthbT-uSr=Fieomehh z|AALEu9*f@y;XR3lh{$-Q+d?JSxd)#q>ncn9qO?n6zsJk-_~+z4@o;_Q)O@8 zc$(#@fVFlyZ#*8)UT~FrX*)~A0#w;VL!vP3(C>4p4LBJn@mgp%lK5!?h%UJo4fki~ zTbgwUad|L|rn9Klx2^6G3CNpW015K;E@6g>-@+fT{(`4{W0A{p@A9#B2zGZb8mD)O zH|M+vSspf2@$s{j!d?u{c_J)Xi!@Z-kT%jh?BiZ6&JiXKcE*>96(QC(8GSw$ieJzN zlyR{^`pkA6SAl2Vx2%^`TWkm~b35aNo&0>YM0&>WJQCxYz&2M14>2l&ci4MfWtgyA zP}4UWlaM{2plh2b^7H;{Ls_?gexza_3TMymd?}K+lbZd)^B- z{S{WD_$$06_rE9X7zNpSo|VvM|54Gqjcid*Bj_aHL5vorZ{YvNOUbkWP&aw zj6ZZ1`a{DEU$O*KSmcJ&f?wy=z?m zNIWOdI2_7Zt-B{XBPa3ku5pIe;1r;77C5_Q_re7W(HIz!Qil~7K0RMiR@OJg7jn1= zKi9wvEQBb{=8E8D`@uCh7=jn&fzH&S%@}wsi^8*K>Yi~T(n(C-jZ0*bh zS_=DU{4Y_Dkuh%Qi0H(;Q3+c3N$I|Mdb_{t%YKR3gD$s*Y4A;Na_?Jc{nH@lYU4^l zgXIG%?#)3`H4CqA+A|DRut#U43h72!60vH0$Zb?<*2`a5sJ-o@(CPGDgFm>u4lTc0 z4_*<)z@@D_E>yxkjv^g8HMY2pBK?e)ix>)>JpB4+Iks#*THK4Cb}qQ`D_+9NNkDd7 zsWSm|<>7qW(4sfGObEPYgJa88=8jm*8CAh}`(6`6gGR#jAhjcJN5@hj|TD_m2e zFSA;_kGfhM%XP0vU915;E2-ibKFUIC7_PyLCc^N#_ftIQN*%;1I)S(NrKg8axBB-- zIAucJ%O64A%kWWEb0p<=GA6*V>)&MSzS8-e`>H~QLwPJ7wDKb>vg|23>niDy%ol=~ z^Y&U%Q;sX@pl9z+GHl@7LXUBX-)p8jJ5WYtUM0q-vj&+n<$+daM;wk0g!$J8dZxdn z*D{(|DIot$zo>zqg<(M-7LHwIio zDzF*qi9rZ$XiAcK_1|8vob~*Uy}j(r|9W)2M_^V0wF}MiYiITTx^#X-z`NxYa)Xg@ z?4jYT+>UV^wBM8SBPeL|X8(85X=e|KWtL_jP(Mu|xnu$W2FQxmvJQw8P2r83gn;w- zeEhd5At=)u;lW*HjUo}zFVBE1<_Ut;Sn*9ZnMM&{%zuJ@(MJFb*qPIbL4k)5Gx-af z$5>BJY%(VkcQPzJetML=pes+Y(F0rlx##;X{!TyRDe}9;^wi5T8+Q z>ZOf0r*`hNo3{gTG2Nar_GixRCD`MQCCK9~tUlK*1Q%RSfN#E)frIz27Yrr28?-NS zkm!-%Z+{FP(lljO+KaTjpoIs}A6p7$@ysaAHrUhAkt<>o4)HC`TZ8ndxMF4H*o3H7 z!dF2wy|^_(MC7oe?HIsoG@A(x^V;vvE5ne%A3)|!Ykxe?UC!F;xzIsz?O0>l6Eu8RY8?(J_z zl#T^ibaY#QT(X;`>TrJ+%29@bM zL{}9+RyukSV`6Y?8{9$!*4Y6SOJ092@@Ctw!jg<>5MJv`O{nMgkh3&duf z&<}SWGHo&Owftk9-fHyd#nxxxNt!F!MDF8f%v^K3jl{%ErZ^UB6ix-)bvo*LO?ENn zADSDK5USHV=?n*S*nO&AyAM=`cW7Uqca@sM{lhR%ag8+a^k4&MMde^RrIi7!BJcHJ z{?9);J6!_jjTkuKbd@(gfk}meFx^nBRzB?EZxks{I6>AICX`cD+5C5AO;n=_PbtH*@V7=`!i!* z>jAyWT(D#cXaa<|Or$fz0_|8Pz{w*{mB6DQzNk!j#_(LOy`FfzNOcpc2lv+nG^wU1 za271R1T?V#LIu)a?t})wsrN#?cS0bB7xzL;YWG6se}%a3g#L`)37JSY{neCyFN8^Q zugT)CCiQ!vJh*Ya08jDRacB251w>1y3r7!A7pV3uu$ZCe#4#UyOB44zx+= zu1!aYfDpHdG$0fMRPTQxWcyc$=U(X3U!nTHnt*o_(6shf6VQ8rrqsWhT>lF3nrH(m z>cdq2Cl&e+Wmo=f#UwH7hrf>msQ!OnlYepFw;A|l0X4aMj{ld0>h3zKKI{bO-OAJv zdZ00r#Itw3`%=#DUX%4-O}lr!%Tpi)^zOeJbJz60t@u~hBmwm8za80n-!*8!n+}v_ z{P$S_FD+1S;8%TD8t|(IxbI$CpbD_R-4498K%xH%bT@IO@{nMW8` z2vEn?Jk&PP_3l7~Ltb1@Xrw0t<%#_*kL|umEB8%GWc7aANJ1`&IQch&g*f`ZGFS$( zSO1}C8Xf%0QmMjZ`xpbm4)GX*MxO@@T~x2p^#pULT)U80#AyEc+hMtP9VRmtc4^ZH zSS<90g|a;=T|Buza#tc zGBq=u9Z(w9MIf ziobQ{(ZM5;!E+MLuAIY%8k^uuXM0K^uQtv5ZZ`X;!IIL;@M>(YWRXE~Y&vhLI=95| zc7x!i(arz9$7o4>W&9;g8qSNcrXvo7{3Q?QL;%1~NslItCa?A6SQyHLA_`b4_8M*y zhtB~^WkSgDwGz2)=3HXf#V~7}cv+qqrOwFR!vQup}lgLlS- zJ~7P*4*u%hRd?V1Wab zzsnWxRPUY-N{=W0Q?kdj%jz{b5R$GS!3+JJ9|^B#rjw@|t$#w>x@1W*mLl@1fJKu<<+S5VDPwXl_4U~?bP;D21BLo_)n)xM*RwJ3GZ7Y3;i%|2O z#mm&#g@C2^HGX@B0w+hSk~B8L_KVl4?-rVu-k15E8WMW|M+XY`K9?SyQrxs%TI+as5!q55MBMTr2FcXL3%f*+1t^H z4mte-5je<6^|yo#WG;c>$O?SO28j1R7bUEhPaLJRQduueFN0Zp47sSpaC25 zE3>Dy%UEuiXqx_ZH%T{#vi$9=q9TSpqv-Plofd;AwaZ`D*>QO7=u^?sgfU(?KRpT& zIZqZ!><}G%JM$CaK%b5_EkrQzvv)UMV5RCeJIT$jeED~6bC@6FOh7Udubh0*aPu)w4 zvT;w}6OFZT&)l1iH_4XnQpZ1Yik2~RSvSar^9Rl{9Yyhvv**ecy58GesWAcXd{VKR<=p{)E21AV7OFZ^kS z#5`~^xqcawEthabpNW*m?28nrC8Z1~`e%77dS|&Sx@S2nI%nA{+Q-;G|4*U*{J9Fx z8_CjWm@qzY(;!_p2UCRZYXMWS`Iua_?+(2#pD16Mg=j%V>ltEU-zd|^p5JK1Dc-1b z+4AeH`<$+xvTMg22nKl!#HA9kb=N6oQ;wI2X>`{`*$9+qxMarKj8kUE+K^0}t7mmD z7Xv2>S%DLUsp2E$*1&%|@%4s^KPzgUZGLkxx5K0Zo`{1jr9J(JD55DyMB5&aFqwvg zx9w4TMSwiwBv4ie@kFZ>AeA2~2KR&qhQ)j25@hCz}%FOd08mppH7n;%2 znM>w*=5KrUKB?PMve(XmqeBx?0^F&Y)yd1B^u+v377^ni%F_FzNO^F|zPxaDL5liX zRJla!0MZ|Ltd`3MIwT#*)gF&vSWr}Yruy(|JSE`z1A z0Dzcvf@q`%K$SVR7=P$PO9mluiVy1nZEV7OM?T{%!#x^DZ4bROPl0uYQ?7gOhr8W| zJMRbJbRppV5P;Sr>4m$qQM=^s)M9T!s{*TEsr}T1Cw->v`@;g~hcfnOJZXakhkaO6 zT5)NK%^d>_V@dL#%)nX$7zsF5hzzVgpaGi?*uZ&1QsBHH`!Zq(>3$31DN^JvVc$L$ zc6@o~PfWZLw|CmqewM|+)oaAaX$8D{7KsB{NgpqW~LE4Xt5uqDVBdnCc7m1hvXk|e~J9Ts@%3od_a3Cd}w`+|H4fVT(0!8fMiDF~_{s5?f>;34jcZ*z+kwOgHL`P34UW#^$TT1HK@+)5>8UgRljTn~2$?*(;^uU$K-%(UL}a5Ve1 zvsj$|h8FLD&sDTwiKUB{0O67+stGt9s09$1FZhU0_xP>?{>X5=y&J{7Z}FUP_u5(3 z_D9Wt!TmBdx%1AS5lAT9C+2~K{Itz9bLOu=VvW5(jl!*ksyly2;iwYFQQoslUtf8B z=fEd{GMPWek!;^~pKBVYoQvX$?Wdf>#=U*}Lr-MyFIIkwjOjA~eN+QXf|M}=5a2+wnU*D}Y9PPmF~r9mK&(JjL-{Ro5T7sru?AI*gN7)P~fs3#Wr^LF6BRhT(M=P8idd z1B$2zn1m@~v>`slKnb>>s)_uTmk^&i0I>sAP356qq@tFWR@4t&C z(brOF1`NH7bsRwn^Trk6e~Xr>apLH6lW7K+M8&%AqsDHyBK&@@ zQ7}z#KVHr4z5-9y6_4MV4le!TTW zn%-B|Pumyg|Fk5&j+ATvZR+xifD*L4#f~^Sz}SWGH%Q_tB}{x{-je|A!53X-PsyYjdqX&GeEhahi1Pa3N7yET zB9`XNv*i7E8bL5kNrHZE*4(#ShF?gSf-Y)>mK!;8VOpYq72yb25evBV@l9KjCx9{vT(obVUWtj&zrH)f$rwg=q+(h``(t-`?k*>0-9|;TX0M7#|f(9m&=ZC(24N z*aj55_L>XRK&kwpXq+f;tYU{-C;O?SFdpMD8H6BxG++of)`z=!dqByMZz(U zFo}4X3V&Il?s+CEel)&n)JFRRLf14KzJ_gC+hiI@7%`W|!b(U@76s6=w8MP9Q`)N% zt@D^wb10@m?+NrAp_H%ho; z$K(K4)E5V+b&@FV3*3IWtL4l5yB4W#}sfp7cpugwm{(JmlU zYM9SAU>#!k^Qwry=W{3wCM+YJvDSDSQ7=fRNn7(_pRTeJ@XFDZX-(a=!|ObfpzZu-CQ>Nu0Lk`}jQVd;e|QTHT$- z)%&H;8%|D5ob~T7EJ(hm&G)k=^WmgwFiRA@Ks%&c>pOYv3KOW`uEPGo#m_l+Y`OJ| zGr9^j!@ls$HpRv{(v+n#>OTbzYAzcd(EBOUxD0F7_zc>+pg}7rev>skt@BQlmr%?P zcXXiT1%5kgbVi*9sh~|3yX9Cz{s?OOP`v%Aq8mbiNaA#ZZml6hMA0m^4$JJg?!{H{ zluotbTJ@!X$ZV9E!R$AFTOg>;>RnNawlj&n_lhiH+am;PEo>pom zLd^FIURM!YR-i^kbLRGr|Ga0PNZ06lhv*`fIa07%Lxzmx(B6n(E?*NzY$|U$+n5tx-H)t@0v^YX@+ z0naR6K|bcqL6OM-uQjEU1!C0$-B41xx{@6ynD5|nEWNMGoFJhd6VLupNPA`=i|*#^ z6uiITMIfWZ#PN9YJl6~G&-{<5)=h;R*^8c}T)idN6dEfhMsRF~Q))f$uNVk|z~4L{ z8JEBN3WZ<#g~F-=BFJujsh|gSRXr4y6jW$ffoK&H%6r;H+I6CJ7D}SL$4p7E?)!L7~;m%@L}BbT~h2m z`RF2~EE4#T*{TA~lgSVf?~h0J%epRdc2DUcma=yX{EIomM(mIwDBxwESl# z)9TZ}UJpA~?x07Wl+f67UvXiQR2d>0ZUKDCE|k11wi1bHs=Tn3Sx$R;8pot`wwdPq z9Ps+g<59y0SwNGPmGp}Bulfx*+D$Y-!%Ns{7G%Ro{5zHSq0N`gJC@BZFaILw~*n-a^aVBbx{yQ zP5OlJ*3#d!i2S}LOgf}^^?atxP8CkCT7^*2IYO+(r}E5{FFKh*D+`!3&#de=BS~&% zs2`7o1)YRQo4{Et-;fd=TU^X}7w~1?P-KGw1U+FG<9YAGt)IFqt7NWr^!_U}c~BNH z{bF?YcbSm2w*H!JZc59;mO&}_U4^xC{5I9TGJ?i>C#F{qT6dIJs9jISKjyXC)Y8&>(NzZHvpfLS8iZQgd+3ybflZ!#yU)5~skl?#+ zA%l7E#*B4LXUJncp%?8GzcGuFNaf`dbrA}1C-Oc55w;nSIA)Xfl}a8+9DRr-T8Zo? z@W8r*qYGoQ!;8Fq*mqw|xU4a$QZ_utesBjxVkQ%T;rZnghFNgoMLu;$Sv>#9#xH`N zCnF!bwBsy`WdG>hF7o-2q|k2|h*5Q1EcF|FkoFoBJnc<=O{ zA}0EE`RF$VL}*Dm?mOppgG(zu8XI&Q4+c3N7mi*Lf#2?--*#BQw<-3e`W9KUJJ zu<BW2S%Y6=( zmKOv%36|%TO{))$43-+ew;P^&dluujUwbc;e2;^EFGy#-yw3BhOze~Y)ZtIwhRvicg?SQTf;wRzf#V0qKYH{j$!{L|8DD~Et% z$yRB*^`gtIKQ9;<0-jY3zdYNF^bMGTTO~K#SmVU=mQPy+v}h`Z-9+M?ydeWuWSstm zc~QVgivJuq=(&7&#NJPnCS=(E`|$oU@r`SXu*-nCU5TeSYL=Mgp@_@CPY2+hgt<`p zxt_}`(kh;xXqQ=%3k`7K+ck%wMfDzY%2{G^M%A~+YW>L+*=px4ufKb)0+Z&OLqX_d zT@(|*ui0Lt4rFY@5?g?g+~=*B?;*a+@lQHx{eL0mG^?9^BHu=n9N6ilW{!{gk|}oh z!WMaFO2l4%(Qv6V&sw$a6FH*jIj1|w-k5WYF8V+KkS-XLS$P6LWC^L#fK%guTWr;` za(e|3HZhXQ`4CHX9djSv9Q*Z6Q0(m0yUxA1u+{j(;*%!EeGUC)vL$n^C-4XDGA0eG z_Qt`*;KG)RKDBLj6&U5G8ovMzjeQ`tyh?8%9|L@0v3FMKb$p&x<=B}Se}2;#h!meH zSB}G@aSdxZB~j0@=E!_(OnXr4>aR7xlx`e^{E?19-`v*s%eN~dJf*G@JxWMfM|!*M zFmKnDQIPe_59n{}@({h{VS&386&B7Fm79Oaw&{C5=hwhMj$bYu$eH(s^avQ-O$+(< zwd0O)jH1iiI@E*(L6l53Ar3v7hqYkwIV<_^OIt-I>Pgnt2R{OYV$ad=ezf8mwhSA` zY+y8yO+MIX3EZYS`kKDKQbS%4qQShcKRz6c{d(@D!Hh@@zWLkCKV&Mr=TLoCBv7L?bYSzkNr7G8aU;paF zrBhJeoJN|GrJv6n8qp~73d9{PkpBT*zmhsy#E$Y3+qUz$ygE%TwcPA}ALgS*^P9pF z`M}X*ztdb{r3Ww%9hcetd0pPCpFz>MzbPQ@}X2(az)l&sxlO!UrH2G19`eh2xBe!P=Jn#PnLL4XtO6cpik6Y?>JK~yh5 zCWJ?Xbh=o}0HUP$X+<--ytd#S;r1_?2!ANYFFxi4G&RFpS>_asOLl^n0Ut0fm4T=p z=vUSbly3?Re2WCtP^%u8h;62iQ+1|kK_ z%Sa&7#k?#doNYHG%)>3XUZVfj`ZMEkSb#g`w3s!myVmmRV_imT$(EPfzX8Eq1cLho9$oNhC16{`mG=jwtChvW68W?0ngp|RaH{dYrWbgM_siyUt@@ELByW9sk6TmGe1v@-IjZK%6^n~Z%2n^vs@tq%sj9~^@u+SP22%4G0 zFW@%CRQ9ZqgEcLYf`T>I%qWxkY)eyAp3)4=im`}3y1`(WvSBC{<#ROoHOh`&f?Ha zM-!0}`v5D`t>>W}3~Eft3=gnlJqFiRJB^0jl#!oQW{xn-z}qZHE{Y5hP)E5^XOpES ztepPvfNfTHRf?0!tda89cZ3g~_k`6uf^PI3;TeY!0^Bn4s|bi%M}9HAL4ex;42aqR z%oqW+l=~2DvXqIHf*b)T)y1YfsmyrBaZe}>y(8ohM+7kA(m$8i-A=9_qZUH6RW(J@ z22BWs#Sl`E^pgRCp5i-6HiPw3% z&P?ZGyO>B-Plr}R3?wS(dumb0F-8nfa=KwS>Rogt8G?&HUWHa zu8Bl;04Eoj{)m82EXUy4YQQr_)uyv;l9=-Y-ld*eS@Jzy`~R3Q>;#XfGr9G7xIF{` z>j(tPE72|Q2M@ZB1$PSRa0a8`17Oe+0NInt*o+p}#d!A@Ehrmku;KMmY4~9%Q)$>d z5Kz*g4h|blMmO%hz2^Yzi9H#c&V?Ebz`bDLgq#g;8S$7O*ss8U`e#lY^hs3XHoY8R zsDF<5c&pcBl2zR$BFq1>OMBm^=E`_n0FM>yvdR}O)oyvaz`(>SnhLrZ^TrO{IGOd@ zEz49)>35=99kdkM9<{fqT^Upo${Mw|tR?GC?569Em&Q;b{d83kLhQjIV~1xKF6^@z zL#`)QglUU%ZKQWih4k`UeaQ2FhVXjX=Zf`6&(Z3i-<$|W+fY!>EqztHXlL&|qUFF1zg7xZsU=C?kZp}uSO^v@XIMX)iJC|K zlGGSw#^y}Y{dAF>G-?j=$fmjQ%lif#GnU=Sm!78XCfqGZVKu~+K*mdoZq>TqYdXwn zXX=FpDiR7c?>+x<$x=b0aFQpc8S5@#w|d>f*bHlVO2N^HLVgkld+?_ak#Hb^ZN@rF z3Q(yiqeQZT6#J@1YIE^(LMgX`IU@fTX>T1?)z_|#D&4T?jzuFVNF&XnyIV@S8wEjn z(I6qxAl=>FsWgbvCEZg40-X>_#Md^`BFZNEBUON5?1D>zWb%!&+LfdM<1LW?+Uh4>5 z7foQkx@UAkUf1`}RxS%P&2ElZQQ%`GCmY?42F(W*8)cX3ljX@1T5pv72fdFcs3u22 zu;~8ZGBV$rUoJnp>R|X>Yeag_NoMd3IlGfCq4v-yFgpkH#}t{+%zC!6vL!GrvKrxA zR7skBkxIY>8aihqAkD-nj^`2?wtT=61$x<~c58JWgfjJI!e-?nA4S35^!5&tPB9=3 zQ(e4oDKl{qoxG6P3cIva`Y2~?1JsV2qbBJDMw=pCg?v@zh7G9jT*-Fg<~FchhuI6B82AKjy^$8+y#3q ze|3J5{f;)*%i~3^7mszQe|n3ErQ&M?uQ_|gZD98%d&T{?UfcGH$8Wuk?G?}8?pOAR zvs9@fw*{oGj|ik5U%L~9=kh<-y8 zbk(HxhwyP#t}1&1it{~mMiVpRSm-G#xmY}k|3 zgCi@ri#LVCU0e+Rb=r44$}*MVK5;tmILdN9|ABD2xcZb`3zbPYwZCGjhHOcn;v+n%TdRN}zpDI_T@N!zR)9nE@W_WU1EIWpsbCuY1#RAqw zouT7j%D)%8AQ$yxC^f>4yH*yCX9!4qt8XdyA*(~~c` z{s?=Ia0UQo6b2WuLJm;ezk)(1L>rD28PxNOU8esECVy69Tb`Sp7mK6p^jl>Et&~J5 z@~Dp|d@j2AZ4!IBF>l51PT+?4DR_hbUx7L=tQ)f+i`b;(h@b>p??6S389pS?)$~qP zOF(oMnKvGIRQP$$^EbFWMRRvq#%tqTIrLi`vGpLYJNRSBa&Ac!i9S@SI0*EC{KAPO z4SGPiI(r<#nuC(~T#&5Gc4n-U>64AcYvY}>O&YCiFK`eri5#M0gd+{yfD6s0z%`uZ z89pvbjGYaTr$+nuk{kpqYmgvxi$2gf{Ha(eg-Ms@6LxB-p=09poYji8-sz7`oTnCR zNE$I3FaT1i{}Ft|4nl=SZ#%SO<@Y0%>%WTu8CpZt2|t$s+d)dEn-W%LhQK%7(BX%( z=D?B~${@~)pR|_;Z@><-{uxG0G#bsshUNQ1Gka;w7-R#qEm<%9lhI{?vR9Y_0$Nx7 zdo`vY$CG?DwABq&y7OTLT7(Y}6Beo6e=JB8;!iEfuq z0oUK){Njn#UdT-dxE%w)^$6!j0MtH$8vrdwr$fBu2JR@Vvx`-ne*@G_?jfOMhg?f? zPlxLP&blSJP1sp&cKPF3tw+#&1PuVbOs9c|8GoUfUz53p0zyF26sE z`v^FXaL)%%2z(dr{sy;ygPXs>btMnYr-8@)7hF2B(csM!lSB;1i%@c%O*nmCITq6a z8*4={dFge0lCJnPKm^gb|K9MkNP*#ku0k_asdWWas1Ro`y+9j4gA+6Mq%(`!%Abd3 z)JY>2Tvb0&R;5-kOeE9&X{M0Z%iv^yREsU!*Xs0MvF2J^|FY@}E_eAre$Whp#y^5L zji8PI+TIcEeP_elUIPE4@)S>t=H>n%<$|`g`a<2_ z*;Rh-rGBWgT4$ok#*OcW*BSEWF&U93u;B2oRez34@^#aXk|=iE@6Q(qT~?~Fys!t8 zPE6Q``g~->sGhuU)smSG-oMxOJ~xJ#(!1PHXqv~d@FIzJpr1+N;>|zwnyHm09N2#s z_%4eg1rhtE)NA?@OhnLt^iFTZiRYz*0O^;y!B=;{b`YmSBsH<|k7x9jJqL(J4{%%p zo@ASidayx?;`UB+J)!&iWS;AF+u+sXTHri|<*a zUg?q;4+W3(EPwfzVD_1wWLal>Mw|>ABscQR)%b>e(9G*q7HCM_AhzDCy~v*b+>ve- zSY3!W=G&o4L)b@Ad&AW=|)%+xT=TUv(V_imULdBE+_GqgXO=!p0P7)u4SPO zrM?$B5k+bAqdytG1sVrv<~zf8$P!FW$|C*gKZQD+%&!%J^ba`9ntN%JF5)9R@QTCI z&#{YLoIb(5NTs3dkU67E!m`hL-xG`YtR*$EEA~Ckb2NUcVEP?17(x%y01u&pXUr}t z&k6rz!?23upfWEfd7(vx=0Rmy)AgR=ziD`ewgFy#n2%&sEKLWKFenRrW_Fh<6dexF7+zZ3@*g9W7=N$aVvC(R{4=`k!D{ zwKdv}0>N{eV0^#JQ1Q9g+(*LQ0z;`L%&rSh{FN&X*JeC4OK#&!?;pqf>9vum=Vd7T z#a(9bVo(nfPLTS3U4cn}0PxLu2=&Hn6>Lwd#1zYw<4WJc-jqdHE zp_;!}D-gI{cf_c6{PEiPBwO};d`FsS zP<7MmS=E7PH%$aj8KUw1K|@6ru{nLBT}CshrWgJKQ$Qz7flerlYy+2g#dOxumZc*( zLS_r@-~wuftbj-nu{n97-2w}#CPse&T69Zpppx9DN^m)|=My^83WKU|fJ&yL-Ao=k zEm+bE)DK+x3Jk|D#aj2Yv_1MaA^xiohV+hya%T`y277x1Jg)5dWFP^FRuMPw*>II> z*gs}AELnK$Si4ROP^FDj6R*EO4!Whg`C(o))!qi$eH>SI9e0=M@X_s3;30>3J+(al zC5PdPNHe3ZVLhYnlDv*b@P!2mml#}<-w2lP?vGENXv8)N0_ep1{n#9{1iECzy9EwX zP2xaTFf83I%JX`u_7Kp|ae1@n(;q)R+ae*LIc{@uyrRo9gky&$;pC~|d24G(M2g)5 zpx4HK0F6xz6TSHDqpYW+p{ifecZsUM@`poJZ$ZOmc5w=T%ZjC@!K#7Qb{;5!Y-hRk zY#%=*vHH2kPs!h*=5fI9m#l_>Z_S>Fs@bOqVE{fpg6$*dKY}~}hPNsBq_cavPua`r zp0Xp_KV?TqW2A1sPrbHxzWIKd^E}z=LiZlNzpJ>}OOMFn-=rc|6^V>UY??G~>>MYMe@?$&6>jZ(d`G!*#&;F)?E#32I zVAfCFF4cisq4K$dI2$^pDHS^3``$IH#hjm1WxZ(DhKTFKis$VI7`Tdv@9`B88$$B@ ze|Jxa*sW|)av!-wCwuVq%ad&V^-teclERLv7X(ARR@kT|18Dgx6) zJ19e!i&@EjhLY1% z#%bR3cNh^?6H`3SK1s3P^Zc8W1++*jB840(5ed2GcRTXacBxbaEJC)CMd&d5$$8G< zs8mCf1s(DaG8NMt#}VhwvoSeVq$w=AVg*NEHsz^$I)4E)4f>B61;-(xq2R2{%B*Po zpU99!x;CqTu0E*23}2aPFk>Tz1+GJ$n0 zH*r3;tVGTF<;S*&KO;7&fd`Hm47+3xvO=YICC(0v3Xhrd%b$>8f%2710t%%(gag|5 z&NN&_kzQs`q5w6d_QXLYZ;wAZ1yDXuxRFaKu)n9|Wm)lE3%C$=>b!9HjMFMP%e(A} z#T)VgkZbLwG~&?a8`0s+h!lZnVqQ;5PN(m*s<&eSLd0?rr__n{<5B<=K7!wWL31}A zgjf`OheT6KIsO-3Il{+CU^&9Gp}v6gsY5#^kkZp!dlg+D&~HHLh|DJY;+%pE)`va1 zzO+9*8e5#|BQ9)+Ec6y0`wJFtU@VY~5&EBy(oG9d5cxNl5(Vgg!S_cE0CC}egKde= z_TEWVjqYnG%JXlWeDn9oeo_{CN`A+hYN1}td+}>)!8gBZq7~NY8?IkiytXRn`83-x zBvlNJ!V#Xmh{>2{HeS#{n|%n-(2S2kEd^`7FA|G?`-a6APd>u1@6PAqZUFTBpn%r= zkEX2vf*hJD3vw)tTvfc=JU!cIpQDuLRFHnr3bSF^CTj9sJ3hchlf#u3iIBz zp@s^?JkxWcD9$*QgpHLo7!^@Gc9sf3CJ&!sJ`-NXeiSB0)53QgwOV*<2CXQ_*peto z3cK3kRzNtVla?&^XP(>CnU0`NO7Q+_UW=^xQZVaAC)faA7N7TD< zX))s4>|6@j2D;dq5tmL&THRm#d#mL;n@F$2PFs(kH%prRgs7wQN%Wc=KutczJ9In7 z*kkpHw~CPdSdp2kUS)b2@2K3UCLzHK2}fUtjodWJgWU^ORIaV^Jr_gT)62NS5~;C4 zMksTYEqAxo^|LIrM@}gCD9b8Grt7DF{(I58{tmw`s!3D#p{BxlHW|EY62K`w+lOQg zGV*^u-O1?BHr`3^zdYJW>%U;V93!&%-Yb;iG*vPjz41G&RrG+rCDs6}WpuxPe(e90 zd_-k>WlUg=5jn8NNC3(Q{IXrK&nTV#mqY+@|68nRh(#u)IQ;TsEZ~%>$B?oRvX0@E zU*P)Z6ZPDlXc;ZMN;4Sd(>wZ67)lI(eR%+u!4*GMM$7szyI0rR+B$`IE-QIkS})io z2&nAn%@lVVFXUj`*vr#=?=WnLJqlm!ZklH-`rbkJLRX=9?%p2z1esGYVud0jk|Rp5 za9C6#QDSL~(3cLFuJal@HB>_mN=nP8)K)x;Uf6KPUoLEiPN{J~luVV;g-u1!Sxx`3 z(sv$)^rG!6yd52z%>lzq2Kc}GXNE4szumf)!a)VsUlc9XG@({9Jx-1O0*eJf) zJuKh(HEP6Mz(T(RJ7M90=JgeI&+xWb%C!)kd;9%j+$7H5s6gC(T<)gXy3v#$wfJ|z zmm;`h^At4(phs+|Aj}eri`u{cbDb&+H7s+KIX|%~02dmTfeYJ<{}FuxKkgkWn177& zQ>Z%mFNgiGkGye|BFW&F2eIOlFktg z2(Z*(i!bwE3tNbW0j($&GOBhJKqU?uQ_?n)3frYwDX1t{H>o%XL7w~$P9sLu<;3@7 zm?%t@;0NloVm?>eh<+30Va04Sr4=CaZC~zhdJxly6`LYkNHQn>2aLgw7@_TgI-U<{ zYfpuNnD+GLm`b!Th|x8`2t%<)2tPAgWC9G0$`c%BGa6(rhX{)~%Ms+Y{H;d)I5QB? zwfrqd892>en3PXDOlM>kLM`%$ONlvD@jxZj>?qS(vxOD2;Gep18EhK5Sgw_IP$852 zTEGH}=v?*_7W`wTAMG{zI0WMFF|5(caORRVX&2WRZSe+^-gWLf?0_Yp@Y-(ru5rX7 zex3jWHroS}hTaQ^T=on|#c4&1iOqkMbkqI6LlVU0bS`YQw(C3D|MTYR8?p~aBJq|a zt7A=!1goRbBcT5mc!XF(IRYTpASpeu?7#4Kg%}(`xk79_t%Y=NNBU@_D<6$CD5gz# z1q{UQ3h^P_n^8KN#t2c-hKgP@AYc=Ku25-Sf}K$4fn=&!{|P)HVbBym=zqgbAVB{C z|3}RqTJ-7PV2Yh~5suURjBo%i>qGb&jIw}4rHEQoObS(DpH!=&X6=LtoU(b|08*y} zBb?@os$MWmvB_EpUofHI3bxs_R<~67i;qi0_nFuMmR_{foF5}YJ=o6_j%SHRL&WQci5V2Mtc){iBL8*O7HwK*Ai zUUE)X?D`)3+E5nJ5w+M!;MX=kf1!Pbzr|QzuI~_&7K-`{k6??jp?v0dt=LpsXdL|S+$L4a&39J%>Za~dwR)>8;eU+SY;PtX6!cmm z^esl@Gokd?q|e_*=3y?6Z&6K^JERvj1C>%kimu(}+=53^2G zJH(E?!)`NUPJ?eT`*KvOc(hzUGe#@Rs0l({A<^X)Az>U7vp zy~ANMV@ZQ=HOn*^O-0zW2U+at2@o+JjiP@|8l-ccSB>tg?uhY( zYvxMx{u=8ZQY;8H?ENN6ZT=smymKn7P|wj4UB9JwV;ZA4e)pCf#(o2d{eu4O1E@$+Se*yv>S{ zf+z+5A3~s?y$U`G{}m#P8Hqwt&tnKnfM~O{9ECzsEVXe(@n*!LN#g(mH58`G1%CQY zu(2wI6U%H%9hL+ELCUve+WHgyr(GKxbpNXl4!DW-UX2nhGlXE@iXbV&V$eMU>ogWp zI48IqErBQrW$*V1k`G}xr(c)h7sr*t-=1%sC4Lzov5C{6b7G+5uX@$yGLyq#zsRW- zIx@_U4 ze7@(777(3W5qh~e4a0Y=rgN(7Ub%Z5UFLHNfFkV_iMm{&khIFamn|(gp`gt>6pO%U zo|#(dgs%gM{RsAqtS9lXi_N`(xP_IIL{P^Ej#1*jC60eoWRgyBO0uON22l6j8R44b z5_y?T!w#ql5AN$!9AldWE>q3Pvp>WNSmkEovsNpHd?N8;;=G#R7hmqplc^FaQC%ZJ zXv+1`k(&@g&)rHtFGS6`m2R*e=JLlJRCqR+4)Mx+wysFm8vE&(956S zw860Gar~hQYi=Sz2=eD^G5hf99U9t$%Lf(71osb>0X}>J+J3ncv9z}nTLW2(LV)H0 zM1fcMSk&Mk$6!kSWm@cv$W705y?vp}+}>71{%_7h2M0cbOle3l)Loo{4(N9Y$@pc< z#0P|gGzwvw;yNVt;ouV2U7M}bV@&EFN9z=lp_{9{i5`OdAQrFHQ+FJ!yZKIT1s`tE z*dh?&L0@+mu^O>`wC@(s>I5hG$J6E~U)Jx{3P-r=ut3KRW22M?Ekg5`_`P4l;2k&m zc+2f(tTPT5)6?S`~r3TU9ohMgcioVs-FvAmriadHp0DKgL!#n`=I`j9Ye zBxjK@b|nBPuD69loc`t3iYttQri5myA03xVT43?EEc&$24>y7io6FQ(+wU4Aq9(U2 zG=vwuhAbsQ`TeR)o6f~Nme=b=9=6f_m^Q`77od&!i;M#dCbs?`8I6eZG69W3i<#I) zI(C@b?n;;gWgOm~$_{nn*0=lj1rRN}`IY$xy?e|GF^&+73Mm_`qHdH5;5(zAC9;dn z4gr0n90Xqr$N5`4V?Z2zrihXDJcX18mcub%mPLH_&Fy&{xcFj-e0sn984>084z_1D zzHIH*SdXn>fv>XR7ji;)x2@1( z-NRxphB{84n|FR+f}i6{_69E=d=sB*(>$B<5< zBTuo*C^_47r@IEZ;M8Y05lxbgHt_y7xvw7aos!_0N#r{Fy-iFmlJChm1L9mvoy>s^W}Z^C|PA4BYP}lY*`E4Mr4h zL5-vb%T(|p>umh9QDd2B7Ob?-sx|c)))iOuOysczk4{_t@fX~F+%n<1PxE!;C6o+%MFaju~d&L_lcjk zcjDgxi85oI-R#+6RYBx%n+gbbK--0qTIW2#piNOv9somFL{0@6HfLA9d>s94(0Tgq zXb?i@{wgYHCM}g!X!@x%&S0}lP7B&<6nSR&B&AQ>5SYd>*NIU$Ctl!CB?LE%WdElE zrPd$nPOK+SYzs^M0`AO7f~MI|S4Z8vL3|81F>ltr-{pCE3wst}Zx_l$>oKOMKg>4* zbz;+ytowVsz}YU8izCu9_Iy*?!sSlF5X16nn-U?NZ4 zd;8RqR|q#(F|3~NqYkcrYAsW6I2QxBizEZ$H+gj1N3~XGn7JQ`*&7o{anH%WPDb6cTJ590n~I6!TIYG0Rv6gW1SGFja<4=5+`-@8 zKR2{r7M$s6B}JIqW8voSW{9cK-1szSw zOEdRzxDj@Uw+pSITAiL93ix9vQ#kGt>Q$;;Ck+YU8ZdZH5QVrd{4JWJR+UC86G|kBE0fa#!~E%I-=x?f1}1D z-yjy~!+fi{OrctDv{gk6w0K!bGf?dId!hkPHN5gta4fHb(EHR@Hmy}9_hdxRP||HX z;EyF0*n-|Bt=T@FKnz=uXajwQUIX~Bt zrV`xf`DRviN6Fn8D2{A@R74A{~E8(92h91mIyn1S)yF0doKmvkniM29C>o_PfL@mUhLY=UXea$WEEzM%M(#i zan8>A*(N$(g!=gd8_n)*>07k*k`MVe9uY^Y2>pC|Cb#tu6_L|~LUumI{+tMf# zHgFv2VIUcl95UK6`(bOrZ7OZFLi5qxf%2&3$OR1B;JfSREeJJ)r}HA@{<~<~nQPy| zmBw47=P%rI>W{oanWq;nr}?VuFLnWU5W3Fq`&;$SF&ztd9jrAp7D6XKd|XRC_KkKa zvLtV5H@BC%r@FI3Xk3=pJyVD*-VQYwP4Ts9pCTpXE{LbG2{Le?fPs*#Sen?iMP2wc2WnDeXj5M2gdOG=P@^ z#VE#i-z)v<;eqFW?|0hIxl0P{ypA1q#!F`&Jo~16ciXS>e7zAA+>45Sja62E;EdHM z)o_Uk3j3q|s$Ocsr?!afvsaCn(<07EgUlFIM(5#NmOttS`v7KZ=CwZMolb80Y~e+& z=U6-7K_h+nA!ptfyfvdYziP*~FF|vcR34UXfD@@mP~jQls8rg}E7Gt*d@S9zK^(l6 zWIZ{0n`G9_pLn-$8ZCR9WR28aX4;Ef>IE#%RFJJ;xg%q1iv<&vE;+7LXAK_`{K_+u)+ z_{vUu#eTp=W8h9BlNrHQ`sqTXWm%Rje2VBP*`26*%8Q8d3+^;M)8DgDqcSf4SgyzK8ZU|5#*Y|UBc zCE>0*uCLdqOjKrKq8WTZ-;1lr;+0MpPFYIP0QjPOR_+ln6w4@{n0>5-!lDQPEYYc= zE|nN+1`mOjs|r9^Cz#XkS5&7!KP-6@fxV;si*A-1a_GQvQdO57Q=p^BxG${KBXfu! z$AS5VMlwk`m{grI@{q(&X3JtwR%lx~rAXX0mEV@0U}rbS3kuPIM{V*+ zi`RoBLe192poZ=sN4KqG5dG)UeCKj^5HA#1{R9!fPx)yW?G63(Q+)ETc;1c-w=rfR zoKu0n`-wqP=7OL+HRvEmE0SYSUM&?^!FCnvIWV6OXF58HhZ`MaWS69ll}v_uIh9}( zWkbjameZ<20(ZkG3tnGxiw7WEYX}D%0S!TG8t?;CKC1+f)!k zI>0GK2RNkIL-Ic{{D<@l$BDlKo-1BsnSzL*l~6Ru`va*s^IY8$!XWI!qS|kME_S47 zIoX}3tS}AZjHR5yjlF5zrx6sAt$TfL3^an5tS>r334TI$8M`#AUzAW zNUji&X*mIi>guaFhHkeWdl4!4t7PJ26*r9g@UT%B(&rCul33L0g0J8H!Rk0x7aSyg z4>i0htQUJ-^?^NH2z5_;9jmT8qCza-(gwWJH4EtuK6-~idANx0Zs|$8yp@ zQV`K$zejmu>E1QtV(AK45Pk&&qQ9eU70P9Wh|uAN9TZT%?Jn;7i`SB=`VftbJ;5Xm z+BTjGqDS?q519+@kOAAMHj{<2l}a)eD(PhL-p+$Y@(VQBm=0JwyL%q8 zC00LD86?1gi8kVtBf=3vlojn1%#gi{6&ObXp;|{#mTC~jRq17+Z2`TuVAzA=k#sVFAJ&qo7mTeROa+1?V@)0+}U}PbtU5nHxoB)B`ZORdOn(O2=(L>4P{~!RB$s>gH zFd``P?pA4errkS*QJG0!Xv`@eU$eXprP^5h>Ay`>-FP81h1H5`tBk(v$j3HBwXv~J zZfdTENlRfG@Oj^M`+M7qo{~i;=o$WRonU--pCKxKa>N8N51aT3(#~)7Ve44;vLX&c zR9saLa6j~U|*6RXk zPDoL;n9RY47B}tx|5U9_VcVvZ60WFLpg66w0JhRa$ByMCmPY{&Dgq%sS@MKOOWrZo zuG>X{-pmP@_nm_FYpeoJ;0^v+)ei)|yFXRF3PM*l8AW$`@D*hgURJrpTDEj-3s;=9h! zz0G7X^^9ndCcEXj)w*8JGSi0z)Y9?Owmqw0T7$jv-|judwYxv&Ov!Y$TI=YHQ$N%r zo?EB9jPs6|u>UmW`K!fZtz~bXZ@nZ`tBoqctHP7`#iG~HmhhpTcs5G@uX$O3%Zh>XqG(7B{MHFNMJZ!dF2OB{X zN47VuuOnHAZJm!Ypav#)Qk_fhw)-(hw~|-@luzT z3ZyVgSh9}~C}Tn{DA(ro?KiL0Nd{1D#b#koUsKKflU69s)@mN^ayWL6B* z6~~E6D;i)_NSCk6xLl+H4(ilVS4+$^%K56n&mWy<PZ*JoD&mj*TS8*m+G< zGz#vkl)lbLA*!>{UwE_u`(Bv@kF)Oig3e1_u6r~nQ?wJec243_m2J7m7---?z(FnO zK2Gk^j(AxSAPIj7;S+KDOYonF#$ST_M7aJE>?eZ%mtZ}Sd#tC@FrUc&UxM*O7XA|S zC-VI-K^t56jJ%jiHK+S}xrr0vDNE;d5oGb$stv3?mam8NWLYh=IIX|Ls)c0BrpUAI zv_02j)d=l|;wI^ewai8!R|{Fli)7$i#-u}a4&~N5t4{YYB%eZ{xAJiZEXjxS)Sc;- z$crpM3V={O5%j-=;)(20JzXJtA|rnZ$s;i^1%_>h&THzipp?UTa%28LoYot$@H~f3 zcYo*+uEOO$CRRxoG zCYAW_``}SsbRfAjkQ{PTvxMJo$Bv3HJkY7f;jg|c* zXdtvamOO>~8FhWgG;Xi|Yh`o%((XwC*msErSL@*C0Dbv_?mRdJ9lx2h#ME< zzNeXnn#G^K%oSoZ4V>u=9Qk`5C(WhdeZpY`O7Kg1}N*LG^!iszrUOEZ*bzN61<51UdD z_08bBf-^1*Mb0e~^;<9Uf}@_QibCFNzR5_P>7G&`ejXhw{^=Xz2A@gk|9}CpRON}a z%P zNz}%^+-GlR>fx<6-ySOL7x;xkZ`Q!C9Hc z!QI6=GkB?;Qg%gjEmw0Yr|dwFrqzS8aNS+3B1rHoO{eexZ6~-uHUN1%8foKJ8qN*> zf6gE{Yid+yr8L;gAfg;5?>Z*KXYdyR(ZKfOQ^I!Rlft&+6T&vrp)4ga2wN}5W9XoU z1Cs8Nq3z(}pyl9#;0%OuxMtFQ%(Se0qoFx|XA^{HE)S;^}(B*|74oqdeB;k9tR3URzJ zoxte(yV!4ukf1J*yEn&HgzcpbD%7z-hc!HG3dTsU5I>EOVEX~?_f)jH68W>$*YAHn z)Jv8A>f2$nYct4t*n((U&zxMW-rJ@mp42~hcL?ma88}4U91#5OdVc43Vc%AFAb(na z<1Ih7x_`qd9!0plw_t_2b739odac5dA<*S=GsE9hIpj@{zq4P~@!@yNqUW9c_fm!0 z>l5nz#RCcw#|Q5c_RebnR?hEq%ma?@=8U@`!9sYo7uKmD_k$U1u?mw54f9V2jx)F? zB7e5)JrP5fx`cnZk5j^nl8pLgx>~T5#&|?5m3vPFz7kGa6$+*xewhN3t!}Xl)yROC zWVb+}ZH_bp^^hmBvHA@lB1&*@COY&+5MM0#iuxj}W~j}+K$Hn=amr9jTz+twp9;Lt zqmk57pQQt0Z8`Kc0Yw^63^Ws|fLRufk$;@{BdaWoG2tr2UEZ&^AIkU=F*mOS!oudX zbL9@h)>a5JvidWgeIjBuL*5iKGU?;&ji+Q}ok^>5pNUW2HU*xDq~(AKDwtW|@E>n2 zJ=b=LoH@h^DKZ4y%YxY5Gf2CZ7Gf{9HJnez+OHnG8+1m8XGX_h%vwt#@lPaH{VU85 zri?c+a8Zh@0IhP<3hZlpzT5KQ*}NC8FdtMGqP5yJdU4m{yY zz%A|>@Y3qsA;iB<(uUW=6L`h-;Zd0H4^_5($39KNetTYmC;>b7mSYz4po$z9y_%YV z*g{f?V>B|uB7;n1O!!SF33{~{VFsD6vM(3RHyGOhZl+NQhsmLeYms8pqmB^+!^u!1 zUuD$l_Iw1El%wSz@ZuwcbfIwaxD?eHz(z<)ak9y(9^ZJX+Zi(CeU(2YzbSNwtS-(^Z|(%z{xNic5KrP&ym8{~>z#0}Lq4&^o)V&}<530e3RHP)0G>%2+9}3FYjucwTMYyL!SFsoTVATuq?7OXPkNVI_JTA^*VDKJAOX; zZHb-^04N=FLyaGP)!X{9!#9HTW`$?~dA0KQ29~_BKf`CtB(7Bi4%=Q=i@ESs@#=zp zYYX;$osQ~IMR?!}noc(!R|a#SBsOy_xU~F*X_E$vqwXNbkHz45juCFD!3Ii3?FN+u zZoA{9I{bsoP z$Vkh9%fCBA*Bg zlGq64&YCTFkDD!*5#`q}*792m;cf+Z3d>$U_xTaAU8K;y*yVlAgnM{VoZkA2Rql-; ziKDBL)XkUQnqi5Z`%Bv$)WRQ?IM$kgU3S0hVcqQE2NkCcA{z#T6DB|MK%|54+| zWc!#utghqH>UK9v?Pcc|J6hYt7W@R@)Z;aH(xd@Y9>9zIf05aBhNJ=X#f8?Ta?H8? zZZ*q4*r|z3Ec&gK1F$;LYZxq2uOAGfQ~Wv~e8hskY*&!~s=Cb<@-EtcmVRpfDnuZE zL4+0|hdsYH!wC_1rJwrvN*`mJYW+n-^mx1(i;1V;Zj}1O+`ZRN0|Q8oQ?Yc*;<=<6 ze>26!dceg_t2gbn_X0(Q?49=_MG;-&-Bo+rT#+=q&wV5c&RW;GFAGI2rj51@tcA7( z?7R05G-!)g?sX66-hU{H+}ijJuKSpd?GN(qE4(pA7wqp$?i?~&C~htqNcQgLgr*g7 z=WZH&iqmMrA z4x3n= z+MXEVb-QT|Paxf<;Sh6b4gW>;x<>Tj9L~W$2lbmllZ(-*^_S9TP4F-#_vyf6|9BCC z1{y!Ik~E z!2~(DySqCHZoz`PyM^FR2u|>WLm)tKC%6VkAi%*TSa1m%+}&aNzJnRUXH`kq!pbx!&4$Vyj{r2rd8cogQC;gZcuE9Lm}V_Qk@Q0W^>|mC zZ-wVJ92SdX%adSs{}Jpe+NCv?c~fj_THdH~7ts5dVnxiJEj7U`^`i(63}XvAmLf8? zsPmualNbxuOBRZDYH}TZ(4p6NQfLoFRqo!0kj18>Z#)Ke%*fK7lqivO#Pqc z0A)c{vl7-KWQ9!M9H6m47Vk_ichl2V2R7^k7bp5}KyK?KoW-RHqly4zW}jfkK!wxe zHuMA+7g(PuR~Qf8f)9Y?ATz%R1~fD{J$6HH@bRLxG^-^jV58!ZqY0Q^4kGtBHmffF z462!DPim|Nrm99+uV4lG;7a%@pg^IlxuBY6_KC(O)4fWR^%8c%=3NQDL6n|@pQ>3m zP$;Rm{TbqfLSFKyP-uxb_zCKJhPa=gfhQr4`a&9f3-rINSD2anwWKtEjvZqBV4-AWv&ia2^wEp7p@`u-pR^x|%Tjf}AjX{F6K|eNv=mrj-A0 z;l`xh_ zO=0PI`VNg~QCLngj8A1aeq|_;`<-VUFb*}H!K|-Z9ZL=5BOt{Wm3EFywaChxT>%%o zG@=~@IkaMdEMJz|PcC0FQ<#lYX4_MBo}6EOGyO*uw7whhGXy2`+if+K2e?VW1C03r z*!qZX#5m~KDXSjc--%lO=vEF7`_5lI6t1mtEnld4XeSi&5RM0!;h-zH`c>%JUd->E zP&#v`ciJ5GXb?Z{(2!K2uM!f!GZm?*Hk6CvG2O_8XPopz@cw8(I6YKC&onuswIJ1x zeCBmgAhQYS;7{9FPBUNo8I)uZ8x!eirKaR?mgoHc@LR7C+wcBn4y%B0Nzxt-&KmSp zcg`9@l~JE3`N)Mt&nbUB;{agdOZJ?4UJ!C;fpfdTL&~wvCU73=A)x(t&ZEi$Zr@p#7K+WLcBYVH|KW0R%cQ%qP@9Fz?+3X#f4oOJWA3H+xGXNTXeW;1Vl;Gv~=$<&BwJ^)MY}Z0B9Fo`Xo$#h~z- zTk537RkOWe#C0|=!e%}RFFW#{QZHRzi0D?i*9`G$xpan^o!gYKJ(|l@huF+a1`mdT zq#+|hdqWWueEUNo6Kwn2LZ+APu?02{yekn6;1#ET{iv& z^LLK9gxF!ib^nR=(%6aqL&gsmibogkTU*Ttwe{#yD^0O{{pi|P10#%L`8Q*8V?AR# zzvhE;2!?SnI<0hm%ly`9A+3HRu*xHjJ=oOlLsn~WM82=-Z=6b-=3@5Qx+kF?B@n8c4@3o$vTl8*UYZj+z1GV z9agZ(lq(^-od9aecW|!J6myt|UYYM0yB(f%bGa6sj{Hp#eXNH~8ULJR*{XF)MP$BF z!_Qdt*`beyb1O|P`_6`o^s(N+)IH3`e32zkV`trA^;=3sM80tYfXt@dsd3ETG3Vk- zn7g@53~q$4)&Afguyk`t8sxnsnuy;rq{%w;`N$sW%C?-xI1Te;oV@*kzh%+_IYo+Q z2fK32V|4Kh+#%;0%l%wow@R{0`td90K+b9b(iAqwu)m-l#uU*}x&M=KZ_aT@XDm`K zg|MUAu7nD;Q;ODP=KBO@n2`cncal*Z>QKPak98_5AdR1Jnpu*{@-lfk0nJv{hoKvn z=9Nq&tpzB(+vC)u9?mdLmAmM>3M${k@G8CY0zMv@%?t zWg36IA}-Q296H>RWm@>EhC!Dp+dfJz4vbx%q|yT){4d>AJUYJ2({%jnYM>*Q%Xio1 zuWMYK!kQ=uSxDHhBV922E%CXTIz;uUy3EluB{O!`gvjRYvtsSTYt2kR(&^L_C`ErYtaGqsSp zFq4el^j&BWVE(zUC+YZ$-B}ocVE5^D*P3Bd1TftW@v3-ac9>`U+6Z^(z2%mdbhNi7 zWeoinjEAFq7~8Y_&!(h!c0V}O`P&rE^(t}_3==l;&6NZL;>I4>tF0g%4`pF(-c3g{ zBcI_*bSwN*PFS9o{pyid8tu{wBM}G*_>RiGvT_=KVst$ zEX&Cn1~Oo|Kr*Ge&OhK|k@xD=V^RY@{EzsD^FlGjlcvpb`C)A%c)BENLalK{x`6q4 zQW;}0#lRO1$4TWJT%j{eUzJ{-hL?d(&42E;wre@BM$RHLB^ zKLj#F-399mv+5#ZWwGW#b}jK)Ll9LKIeL%YVPP0^)R|IA>3+*t8VYVf+$s{SGd8pP znDuoXndL(`o9&*LGXhhU(fB4juL7RLzdmOryQUuTl}GgH`pCfWkN_^~ea&4CKu>g5 z8C7sNB32FSeZ!>o9q&4I(NGljb>h7)I(9<-cI-637Zac%1xPETxv8JeGts-Hjzq%b zhlC_BFkp&T>PN4I2G*#*E~eH06mnKPmkn3+B|f97m#t3Tqnc9hFw!Csck;xm85O=& zn~QOR>-|kJwTw7t6bFo|Z1(8a$+Jq1ej|=(dcFt4XAvs-VS#4huVqYzD2Sy19 z)Z^2M!g4Sw*cx&ZPqKek*OCkv?yeIyGuahI00O%!*2Hd&9AKaTs{R!`$BJI2smrJ1 zNos_x2tFKvH;;_u#31R|&B6sMi)4m^3)1B#%`w_&T(ng+rcV$H`Io4RHAk@!A$+y4 z=}T7CYW~=3+wjntxi_3wIi&b=d2msXSC4F_E?uYh4Oj_b*QWSPx}?Xx-;Yoi2kKNos@5nf-C*c+`yKotC;8=?F0xKO&5@?#3{@E^%%(gA1ejR~7?(EYVu zmZ=Ns+2m?}@53FdQZ+y5#vcJ0eQ#u>HUuDAX?r5`GHH9uF72q90dNI=%@-^Kw!6TQ zvN}dHJ7C1XC6WKQZ}tk`|1?O`4sihL#{OUOdYSSmj}k$=RRHY}M@_ILQdymY*QLTAfB0P1l}8i7{2QW4^Q25Q|F_pflW|kA zys_Gce}U;DriSuvXy))vu}<+g5Li`XJ(c3SxY>^$T#)!=)bC;wd}zk2{;(@z4>fV> zajwK9Lmiuhu_~ssYeN0X;?O6kX${WdGXD^zxGh=(!Y-I#&XDf>$2)A;mv*9 z6H}w!*QNofJX~jkwkOhUjxZ$zl}H7~ zO#rfzMyk$XND{P5FbuEGkwFoUvI)Zkwb>U~6=j_)J4*MAUV0vmbgNaO8IrEgwLcjT zjMJd|s1#4pnlWj$1IydoruSdJAZ@cL>3&$^I!Y_lK`STpd{bHRvv;V#=hbSpT`N0! z^TvGPTNRg%8!Rc*mL6hiE=8G>a3c$}z!{z?Rnyt;zeicGfB^*1w3tqpeQssL*i{8Rm z4991qg?;+n?_Dc%fU*V6E>>cPe`j&cGr;SUk(SC1a&8^eo+dFCXysvE!=QR^T*9qo zB8fsgt-@5Q`&rdwonj>Pd62nqlLhO1g9=aNex<&QV1lS$7noGbwO$iQNgH?Prw@l< zcxo(94kTC&^vYhB;KvH%(7(-!0L^)cNeUhESf^PtXA_ZNo!!;7{ z7pm4%ykA$U8AK8gP35{zVK_GqMc%H^lr2-I>Y;vV@&$RDO-r^+Q{2MrS{7~~(W6)v zejw3vL>-`Q_sM@6SIbfos*BMr0iI! zRXWzW%HZ*ek@HO)NA7GxivHn;L-6@_A|!OrKba*2v9778u%owEBV<>p?=uDc%*Z+$ zEByOk0H0?K>d4+FMtyVBqM6Z>M6#D^=-y87`#e^*41s0~7=UvXH z@=HSh{F$_MLBG92Z`_+q%rg$x@dDI^bx8}T$TuUEg>_K@HtgZbEU~Ok;^o>%Gck=oP{`9(>s$nVvmy2aqNLQg3HkQt+ zoRp!b71oMN2JoR9#2AGbw^pu$h$ZC}N+b5UK&z^{`~QKpr&yj4a;l;0o>afO~nfT+;`qBf?I@~mZCJ@Wnv z`0PlO#tNSvggX5v{e}-7_~15ZKK(6--l19*e_?|e<{es(5nNqtOtn8wxmThiTV`x# zlD|TX5c()&IL-_r$A0Jr*BeyDYyS$G*8sA(U|vkH6!?*ch@2zaP#~HC7h{e=Vg`V; ze|5AL_OvnO0J8M@K?#fJLFpQFxJtjYth94H?1<>Mj*OOjSQ9mmxlSIZB>m>rOg!WI ze~4GLX4lt20pBI}U!bejZE+2(1QBay>TgjXNFHl$N927w<)52Cam^19(?q6^zlv%G zlYBgjI$qHTYpi^w!uNci!5`e+8}Ullw>+*#1-~IS{K{Vi`#C^=4v?P%&~pIuegI`B zCi8=E*QJkZtzOkK^w6}P13zdY_V*|3r2Z-R^Bi#3KE<$~gOi$P>^Z2d(W|Nk5BhOW z9b;1L;{7SrnOPI;nH(jZL+5z9teCd>bA{TalFV5#dR3|j&zlgpPQN?GwLWga4aWC} zD0q_L9oHCBRd~ZU0@vlggU}|Y|4{uDOPB21$Ow9~0&C1TfaJ+FkWG(bLq7s+59V%Z zosPhIb`BPzZQ#X56=e($ZD53$AN{uPI|oYMPoxnA_Qub>s~5QZBe7Sy&sPs5Y-Aoc zv1~JR55llM;G6l`gA<%`Cn&ON0bJx>8Q*dp+1opC9Q49dLice0^tl}0r*c%{pygbw zJoy$Cddej8oax_Frb!li63PbsF73DW-@z5pGqzX;L^Z&Oa-y*@K)K{xi*`Dt9lp9N z`X5Fxu>3DfID!mJ__W*T`D73c(DF|cDCzcJiK5iB&elaL%cF|Gh`_JpglSviW5F<( zM%T0jrZ0jnUcSk>CVP>#=<=BM*X5SRk>aD+)L-BMsQ_Lq0<~dRf$jmqrcZAZsvr;d zh-EU#RXTQ`AmEt>UNBSu|1Z4(jv06)q9~-X{D>a!G3mhJTfu}<#l~ipJofvK4{;Dx zU}`8WS5j>+dm*uq3UPk~JhYo(V9?-qAx8B6)`mFwy4lq&)ExsR9U=p+g?9@d!*Kbs zDA(Ei;-@kXht^o|BS`fmGY}L~yXb2q-GT9g3ig=cK->5oFn};oDmazyJ(xP}J15ZB zwmeP1T`2T5*VzAqpd$an60>UmS&f+{k8ZXL$5aG?WT^O=DT zeVYI2sc%WfQOmbI^6E;ztzR+s7qkq?+NPzhD z_U#~+%$u9gGuSgDyDRvgN$iv@4MxIi+{4WMSX4fh*l~BWqeErI9R!0#rzWA?l~jhb zYjcqBdb_a7x@fZl_E;CTaf}`wMV*jIpFtyIqG|SDJxxI_;cIEO+1i$IDb4&hJSGG( zZI>y4G|{0nr<({_;0>X#tQ)oQ>Lwf7`f7apL@6f+{O@aW>@CIUuhHu!?NUK z?10yLWqwM=)!o;XAaNX+P;^^@3BN{`XT3nx&@|eM(jDz8O0}2xbv1zR&Pkxh<(QU| z19P324~)Pl8BNLJ8B@`NY~mjCi-zX6{HAR8*UpS)GpkO%;T94WUp3zkGLhdPu6j~v z$%E9koU+3%RKgQwH5~+@!hF+MWA@S?rG8jnlndp7-@7%_F#mgK)2#9Yi-NJ-;W74Y z%a5e{dxySLZ^^I7UT;0JJjN!)Mbk*1J^u2NiL~}W6wL!OqncBfa)P^kHLkk$UNP@` zHCH_#n`rVcNU4dIavBLpaT+DWF)QjwX_^-1eOt@d`!AzT>t8+$%a@}Bu8lGK&+WlW&$F=)w}iv5s)xs}7mp6MNuriw(|l6>!kosx*|uw#3%I+YUUMGjVjFEYDz%4mABM(5$WKSBVaOU;x8LmfD2fKi>)V z^L#;x%-z%cA{E=>v;x6N*6(UOC0}e4^uKABy!|dWq}hFuz!tGjV}RTsUQcQr{7#?` z1abX@=DNO2+%;gk>&Uld71|+IJIprdF&UOeCP+cjRrg3X$YU*+I6!zUt3A`JC`U+C z_KpAxTPuJ}e`UH<47~y+?*XPp8GJK7n%1ur(^gbYW}YxZ83~@^8__&Q)l?b_w@df2 z8JF9zx!mwwkWTl1)y82ztoD%0l71(t!h1QA$B;hG>RtOI0AFNQcn?q+R%3}n!H#1R zLxK4H>7PuOHi$5@rd#qmI23$K^_lN#JBr_{gfbqL%&JrE`0SLZHcfwP3RAT{W}l{{ zZeL~KVHH?&9_Gi!}<;<*~Z=`gK_iWht<)RVWSTS zqyK{tN>)OCddGmqSL>o`{Q3=I?d1!c%uu|ha68?=d5Rwd+RMh3W_Wx1`js#m%AXic z#}!thSqOFhdRbcJ$QfcvpLAAbzH_uz<|cT}@D(R5@%PIix%c`jXX^a=!5g&WIbQB7 zGtk(Y>DSe<&_u-M07Y|QFlXTl*s{f>m(jp7=sb)!58Tx^tv^G2G7Vpv7QskKO@3d3rVL_ zt9~EjN`C&~lgaOU?q!10D`K#~lfsc(hm(duczq68^NFU%_AI=%Cheg31ae)D~M>8PVvHB9|HhE$BlZQ!@<;W4xA15&c&gM$S0 zX7@|kaHF49SAb=5Oy)7ByadV3Yz?;XeD^_W>ZorAT)vVpi3O~|SVmJDcAHPbA9feW zKgzze!nc0{4DDx+`zTOkM1JV1*etxbp6cP%GI(u^T?vZaCiQeWouoB{F4K3k*i+xR zMmD6A==>Ts+!%w9zrKy+e@U_%AwN{kykB4l74`ZH@1|aO2=74EHdJkG`7va>weEzJ zLD%Waa&4UhEXgW__#yu_q9`n^tujw77-^O`i6D?Ymlu<@+E9@Tx)zEqrWG%IG8r_p zKf|4lgo)81^{%s{gAL48Y945L!P0r+<=8C1cp144BzJ-U%w~Dl56z-1o2Uz)S}fyP z<@i~SV_`pjNJF!COGUGFOGdMHOG10^_8IM+TRfWiu3AUp92hxkVq;QprWJPoA&E9a zXlt^4%)b(7TuJalYJSbZuw!bcc5^rAGSnN`C?JF2+K&u4DGv zFuerNhUPnSMX`svcrtB9=4|hG(&@r=zd{Tfp6^U-PP9utCC5p$3#+x~fQ#Q{Lyfd6 z1-=fgbVv+l_NQ!e{5Ce}PI4XnCiA`u*vfhH8wQ`9e~&`7`X=wv=a59t#%rKlgg_Jl z99PgNM+FxSBUAAw-h;H&*?#_X6U$}h)_?i5E5cR{*MNh~b>8gHA*Y6aH#9ywXSL1y z%3}}LwJlA!F)NS?vDLxQpw;1;i4?c|`;zIQ_qUfP8YTAi=(Dz zrDIdM4gp-dQzkin23rSFI;2h7s-a@qm5i(JP#+dUP#N)q5FjV);slkcS2+xl3VgN4Ff>O?HSTiu*qfA#MOp)W1qxr z&r!_O0_c!L)en>Rl4zS|C~!l*C6_ zdJ<05l4xg`N2hOEer+O}FV=#iPVp5}eYnUyNdFM_@5KKaB$^h}i=V`uBxh(Ld6Z()atzS@llu`S z%xKV;>5B40?SP789m}RTJl6^TATg00JoVed_72{1A38}FSLznR=>ndL^dxRvQ&Yc5 z`T_Sy7oQcaiG%m(opFu8&=F4NT!+e;O=32_-&|My);PTw+f6+aCIJxpzBOLNX;`m? zGn;hcMa^nax2bQ$Zq%+MJD0%37Pr8J=q z@<{? zQ-L=XG-cT7z2JXUS51EDjJE4?JAU2ay)ejA4*q2{h-W5GafBHl$U;~~u&2pkh>#o; zNbe$!+mF%a@%cxtK)>N=#ye$z$q@i1w+S8BgXsP;ZLABb@rEd$chC)=yZk5Xf(zQ( zPdkv(F;Ddan`;PH$y;Bv(m5~C)QS$ox#|ncN||XB@!~(tUJXFu#1tHi) zuDII3zE@CHXIhextGgVG|M&Q6CqDu{%ck`LAy4lRAC&jwht+@7^{~M5_69={S(Y~X z=*r9W7i10E=$zGpNwBEpaO*E%6Y@z-DP4cMxzGF*k_oS9zAflv|Lgb1EaiZu4X||l z!;R{1KRR1q9xfA-8<5rT2sa3t+j-i5=$bm3*#TFqJZynusRAg`>vun1DK+~CFV*j^ zoyXZs_wG`RSH?|?6&X=f1++4U0bDDHV0`YYg$gjNJ9^6w*ZzfP#izvA2JAi z|NMVR>^dn3D(Jt|+SlT@3tp&57KxB!K-Gu@pyDJRQp$T6r~KbN7L)yahQLTyO{(QGJQ{$#%QaKYc|ovxcaSMty?WIKQf74HrbemC%J_LI zh}uSJQC1g6x;D)>!H^#Oj+2X40!ISdH*-5X>*r;}L6}A?H^up&8kVAfe4R>P(JX^S zbDh&S5<#a|wC4YkuM~XFOu#k?#uAF@XT;|Eh1v73nw6J89R^hw;a%kB3N9hmOrX)K zqNY1RF+&ERQx$3dse+oYPcePQFZEY8uXx7x64FdPV9;y!{*g$`M)3Vh%XBxX_$QN6 zr95Icny31wiHNkHx4Y)EL!<@WyuE)+sNEHFT=C**@=QP)eQJlUO%PM`7y4A!K6xD9 z02G(QWg@TwAsjW)Y*@BR~%-)>lcCb+IBM! zi61P=_U9KIZhfu^8KS=y&7JfpYB-qvem$wJIrMsP3X~e<@MJ=8tTe0sA zqkX`js06F%AAWUO3yXql_v+^R5N>=>q@^Oz0Z+q=Y)N7@X?-#BZW^{N+2Czj4eoI? zNG+BK#O28>B~9pPQV6FCk?o#|qrrOzJH>h$TR)UQy;J=jOD%l86fDT915jtY{=J0m zSRwO_V7Vp`Eo3J60DRJZ>y$rt*FT+>?v^m7dSvujAkyBqDO5c}XX;Ip$wG^*;PP-O zza0?lZ6Fj9Xb2Z(jEfgqU%oXLuv~JBM%hw;9Y%h`K8-zmbgL~KJWslEYF$>pZ z)3`BaZCIn^p8nnrS%&>5{j`IAMZcRNnvrvQ@}Bwp>vsfmMP$u=ycOeqV%+TC*xMZR z%Ml3Crq;hJ`Fu!Vo7+{ui)=fQ`+(>$hTLgU>w1r#z@~5JDXU%CP8G+N_P(i?S*IIw zChu2RJN`ZoOmq>^%eUi-OBKv1ldR-FJXcc#rAd?p?Ei#m7$)*&oXixU6}Qt5@xb%i zd-7|M9=%5^jEbB|JdOFqn5{ zmAD>)Kb?ct&;)X*4vylTIhh3_eS!|v(o_A-P+6~2USw-PZ@AF_fr}@z`@Gj=6F%fK z*BY1fT)%vnTplQ{8vmRtyrg7T{9-lIK@wNf0J9r+Ny@JH4AT8lP4QT(-eZ8=&>mA- z)25i(L~E`9T=IurTJ;MrQ(kFkY4uKAX%n*fG7HdsSS=>TUOmRoUNy!c+I~_9{?7tb z%|X=+R82wE#H0}UpFbO97$mV=yxffL!-_oW-rx*-To@x#K_ks*dfjTQJ7>K%Y~)Qru(gk zi4Z&nJN4O!@`K+a8kZ<+j#@@QK zBg`Qd(UD6HoqU_GUPmSd{Y573nMNiS^kOSM^vMg zbA{aPQn9I5crJ@6O=eywJ;w|+ZCtS_7ak3^PGBg+Eo})sD?r_eY0;$Fhq?1-zX+^#Lrh3(n zkGT5ZZvWhcKe=EAF9}s zNKmg-OCX;xz7PRM1k@lvb!KGST237vyG|Y!5acg%b9YwU+*(!@9EEUY<_B8<-+JMH z0@2Y6VaZ745s3Md&|f>VZd&{P-6BOJ9TXr2KCE9mGoo29s}hg4=f2JXzMy5GU(7B4 zF8P+zovs~(5Ei%RJwzcM@ZOG~ZviefDfza-zd!p>A#b4kh71Z*8eFgT<~$u>X={E%mC; z^j`j3S;>5PS&e*eSp{_z8-)S6q*Q-nV9oPWm_qs6Li!-&GkUh!C_>Zk+y!(xSkg+7 z)X`~#(xf~BrTn(8nl2OnzCH8tXMm5}!#C^0>9DMBMA>I|CYsXLy3{^5M&{F2ML;DO zLW3R>2`_V^?@U|OPZ43)A*-Lrhy5Ea0hK;X%34A;=&*{jM+4Udxm_gBHPvQ@BV78; zI_HoWSNcYF(*AI^7S^Vr3iVsZh_-s!$Iw*XZMv>{`6{X+qnmyGPo-eDKP7?QuRfy7 z(>37AfRoK%NNaTol>C~$UJ>lqFkhCsd-YToOQ`qSfUk=KTGOy#^`E?E6zYRzpb^kpb#qAJj*O zInzjsLbM`&?K#r{8WxA6``qqBrYQa@XJ5lPOL&<%OD}gzy)Li7e`|l(%Wj(jT_6b! z`s16QkK01H#(fnCUkx<|_(x==%ygvMl(Iot*tPdREUXJ2V?@gZ_`u|3>H)vEzELsdqVi{1iws=@nV0#y7X&$^j+RO8I%=Drp_6o z9C+192~rLHhS`Z$o)~LMYh384Sb*CsfBL?WQ?j_W`bz< zQ&ZX?{0k5**Ids>XVJm}$T;iJtMvocy@#7_zz+4z{w8PkPq6>3K)Dz+(LELD(A7pp zHU&-e5&T`up0|{Rz6(t>dQQ9*eBRRIIs5)o_8sa2>^E9ewdIxn_o7& zFNxY}?C$j51)Lo}ZS5mm-UyUSk8uix`k$ebC#d-u;>Fml0HBd4$l; zeugHWbDcjy=^{@BIzB^xpP|d=1AB(To_(!6Lsw6bkmyscXqaClh*Jtm(w&u0Sj>2Oh=A=oGA_8C%sh6tXZ zeb6%`4$TGZogKVz-GkH=iA-cUiB`h7JdZNgQ58r>^iyUl<}UQya&>tF*VqB2CJS(u zE>RA>oXO7+)iZ?f3_X>&Wc=(5@7WpLlQWWMNc0&(`=7fw|GbO5{}U>S;@^k2IoR1p zw%LcOJ*e7+s+}DN0vnsthA1>EB9q}UJ%TZ(+wk)#=`#%i7mMg(Muvln(-xywe{&M; ztr-I-et<-*2E$ip@7zD>IzjJA$|(aN3j+8YdRx6P7Xfb9ivZoj-E03_vGU7%-?n>- zsoS8|r3Z{%zmhqp$MEx3t^H#54v2HdM1vG5gP&KACo;_qQ?&J3N%U4RcV0~K>%8ng zVBV}bu)i(Modkc}&PyK7F?Oqa!7z}Evjc*)-O#DKk_(LI`IsD34vjhx?_d;{ z?zSF{kL>zgBl$%(<^AV~;{frWjhb*J_g$gEi`mJz7QJU?j)U_N+szBSIT4Xu7h3X7 zKfgsra=mv65pVPF#;)`z&C4@sb4AjLDQzlOKSwm=pJqQv8Po2za9(MeKg}sm-DDA~NhLcJNWV~IXx<^dfu80Z&$O2% zkk)aKsdB_gIOIidI2IKCaxTNFLtKe3Vsk0_lJM|wyQR_07^ztXS&gVKK~fXsN{jUcf~zNG#`%E@Z>}w>Wc0zPmAPIkr3%?$@Cn(f<%yr_4y`%v zvC!}O=gLG9D^Qux11b}>qwO`B`OxNgWZ1ir3O*LtJIl5AWS<;1Ia_T$ptr0&mNGtl z;d>4)C6O+(J?coi@U)QMXU2VRi#jgLYckJg#BPzf7eLy1*~%PQ#%8UIeg0x8oTl`# zL=mYXgT$cS!RQGx9j5;^ zMzSfmIOO(>fha5pDUs)XblK@WgDs>T_0nAJ3;Wm!wgF*s@>~b!-doqO!omhl zR<`eWn#u2H=im}O28oghg*Z8txhw_N$5pSZahq~-EYrg`6Yi8`1V$* z4EuS@WaLJFSUTHH^dwli*iE!1Si0Ixv<=|FRySKeNFQ2uJ^tI)%H)Z`xv`w}a)J-( zP!8ndg|E8w+81%Zzf<^CodWQ+DEzjK*V)#%N z>x{+wwG|1CJ?(He*d@$Ol7le5`sqX$CepYS?NdFA&H43qNI=)Po^@5np z@VI|fRzRs%)aInYx{t!7dO0?MR3bkWZv?D)$_y2H1lnqnHD*c|vWr63D=)l1AT_)( znEw_BN1=CE#bi>)l1sSj1sxg)0!VsY+lXp+U3}645mvG$9jXV@#_AfQRQzn7rXNpn z@#M~QZk&0tg8IZz9=KE*Yl4);z}YE3*Wdib=6CS2g2X8;>K$329Ja@?Sugj}A1Yqe zFfG#G&2+t5=`He1uU5qwh4XTwT)=9z4KIUi+?amsbUKF|fMB^ zw&-RmVd6Les#Br{E9@sguz0(sz9W4N zALXtV&!T!yI~r0wFXrS_y?gPB6n5ZZWS&H}LCl)uO+&!qVtdW~=|wWcMjqCA_aTyC zxalXCvfc}H%U4LBHb_6LG!CmVyx#l;?2uB!WI2-Hk3|a>h|GJc8h4O!f|6J;z3cQ+gMth zLZ@Knj7UaI%S)*o;kZeB5@CrdJTxiX*CuQ5k9o0=C;_Yil#c0lflUsQ1md{$Ojs_? zmlr3(xdteNT|pj~LEm%!X1bLAC8Nq8BEuTbgey8ghf(-=iTL}^2YN)gkIb_A%S<*Z zy=UJGEiUqr$&UFIsq>r|EB$?a3Yt1>I(2NErAT>auFZ$0(X!RNL>=9v9=x0T`UEL7 z1*!A4e0{dTM>p4s<5(-_r+y_g9lM(vnld5NBRXZVh&~w@hGbY5snmHQMPTc=ZK?WR zS4z^l8CP=BZ!@l>q?t3W#2Fbgu7sq3!p}&bamCFDn{mY^1r%mR=!`2mY3PhcZ1;4~ zFl0J?Uf{~x&5rN&L$LP(_d^s^B_2nQ1iZ>RHp}qr>2+)9ekGa}+qxQD+A7JkLd#R;udp zSux~3L*x@HQyBvG)c=%!F<MVG~%X#tti0IOcjiPbGPXy=gl)v=idV>=^RiZ3mn7~>Xo1r&G`0@ zhZjK61U<5I{*`^yAzlymO=8lBr+0oX0g;%)6h+O+_C};Mv#lI9Uw{L9*o7pt(C~i- zh??OLQ>K?qMr{(x+R(^<5jCmEY}nmcqJzDa0nqLa7$BKvqF%M`=S?@USS4=l$wxHH zqKAX-Sh1cs;Ag|eeKeaod#Ps}Mgeysh`ORyxU?47mKO`U?NY^R>@Fbz zp-l;oA9GU(BWp~fl$lM-{i#BIOBenVO`|p^WSH5Mu%Rj_IKY1?)N9~{6#R7!qw7IO zjn+`qQ@(cR-&Vou7-Br^8%Urond$N07+oweneo+_cu`n-1SW<;-?jst|c?AHL*gH5t-!lc32Lh)S)5tBkjhm z)6;xaj*&c-GD`=$iH-r%h#whKk`AxV`+u}ihX^Ir9HjgEVIQu}1A2dzB*0I7zY0;D zxqQK|j>wR`^>&&M{_tfF>B6f|H}oqa{iYlvFgxjC7`Y-|O}&4YS4m+kJVb?$KswX$ zZK-t_AE!-6G1RycDS{-JO~O*+2LXTV9rWXTxe)2oY}d{t75tZQ^GX89UXMB<%harV z>kI&wB3mCzz({DD6n%=HN@1e>cW&7)ExR|UeneHrp&%u@-$o5bAYOmB^5;qu?@f*& zj6}~P9#s?Kz$5rj3@M9_To}O@aC363BrJOiQ1s`!+U{W1HhV8b8~<4ti7XSxT=po; z4JL`LUFh9}m|F$hrND#R3JCB-vkPX6M1hpSTC1O|v9H|(5aTM_Dg$x5gB|WzB%HBS z>f4qfG*GHmG*GU*#ijZ^A8IBF-2NVBslaX0Vnn#15yI(&6Lt-Sf}fxU()gq35Jh@R-EuGfVjzXVXgfgaUym#_T9mG8BCI;%l#Y4La_MuBPBz{& z(Ez7UCwS=m*M8X2j?X+A=+9*XiGA*&17B)hvz;f$c3?-qs8Q#w0tU9Rv`bHbnpqgd zZq$6trU7*zN?0PHFlR>B@+U0gmy3wF#&j(mgJ8=e!4u@RsS_3Xnr{kmGFG%J5 zh%+kVe4DZpl_w;om#0!SSVNUMkFggAdkRw9K@Ge<$_^1n#~t~)MOh713z*1@!qYW(JhWfiM; z)R-32;rR3Nwv+dPb!R(fq4{S!xWaPNFVSf)r6D{YE=)X!X10$FfW|QmJlH$kbJmzs zABSk?itXf3vlBR4t9G74kV#hWRuv*dI`#|frs#(3ZQE243(~%%* zV_-z zE5O;IMki5j4!(!p)Q6_f*FCTB4D@~{!?=Ln?}N|K=`$qq1Q|U;^Uu)bGbH*1Wj;f@ z!9&0^XFy?(4-|W2T8C)1IE9c76y6{@!zz*5cn*0FxTwJ31)f(2ziK_e(f`*hQ@~z5 zUh^#gc^Hd}~A$JrP#E!d3>tYirwE?r(IVN5O^(-ChMt!oUfuLs%No z;TQCY7JtGVo-ikhkaOVRH9|&#C$-wKGSH)EcQ@EMiCq5Iz{m6t-M)%ZT*n`N>!$3Q zT&m&czm2}>{zaVCp|2+N;=oQaGT9uM4 zW+ti=I(;9KlO{Kv&n0O;~ETn$Zt+Y!C}w=H_zwLSQF92T&^kR2k)m!Vm2uc5Y3oL4O;J+8dY zYqmeaW*v=r8taBa^b5fo%+mE`)q`H4$e?#Cb9jwjTjKY3_g%tYgI-{K^PW+A|IEnU zF6stS0)8=YgocJP&E#`HYkF?F2H01mg)6p1NeQ47E5uD3ss^a z`18cntJ+C_Rm4N^DQ&*)Qzch5Oz+zroyLjY0l(W_T?=%3I%K1e(7tsL;pBOOWYF9G zEPpX?{6@%>H%2wUN8{k7PjYu>fXOr<1pD|NsQ_jS)?sx@OCIx{^N*whZ>(nd2f}(q z3L9W%dh}p?tPiP`z#nyYEh#e4HSfuFi?4CxcgRQ^d;-nWA9o6%kspLru8HSP1}dSp zHLXGxVqF-YTi#TXwJ2cP^CxAZ;34cr+BJl$5z=Dv|n4i#E*ongrA1|1ZM+0;;O$+Z%?Z4&B`; zEuGR`(jXupC2;7J?mUEqNJw|5bV#Gp-EjcvF6nqTdjI#i_Z!dmzGFD&nz7c}foJ^o zUVF~D&@8Me+=9!>`V~OjyzUdmWA50*9IX(vhJ6~KBO*51gzpov0k@$Fmu?9ncKOt1 zK9Jpvt*u*PL#<8p0fKb1qND9t)Y~U09l}$M7D^7leJnG##|=b6Ogbe0w2trkhGiTt z7^(jOiAFg64KxBYJMQyKBC;Qc$T?Dm0mMlLKN zHvd~X8p$`(b!|+_%lG{FZfQ@2cfWRMH5a~nQeVZ7I~Cq_%lf4HNIURdsTc64-4#!y z4M#A4pI?$oT(PD22rw0`-Qg{D9jk&Z>BNIqkm{yXuIx|7J7NWgj!v<^F`BOL$_KGe zg)gTGn~>ZuPOxFiqaaDgYqZjagxIg3_#Y8O_pm>9lF_6JFXLd_cN%>SjJo#(wse+) z9u`35bV%Pt9_2}PU@|aY+#ykRozeQh52`MA5VBJ4b_Z=9UzLktA877FwmmeZqg$A0 zWS8-<^Xwxb>Oj4J&2LpJoxbqil}+4Kl5eq`K0N=UwxuyLrenwE+)IKG84pJ6tZni; zy!PmqG9cBbSYMc1Ut5^Nc3GW&CS@9r1{L2XD=1sLxp3O$%((#nq4$>Ik6MxASDe3l zXe>LKZ}%{LK7{LT4x)_H5kP3Vj~=I~n!s4WkS7bQQz%+4r8KsQ`x6Sb0TAsT!r;yl zDY(R1{!1<+*A&AYi-mdVCwcD|&eaBEMIsO{X0yt0BTczt*&1a^g=}w^Eic%(p%gzv z;2ZPPs$=)MIm`$(>$lMEEEfHM@v;d@6+;%JH7{#id*=)|WdWqMs@GjI9;_M&VUGDI z(Qgx6h=L0pduj%Ba#v}htwuBjhF80)5}8&B&Zil##qXn5kgOarxgA1yJSKVmn`chX z0y)YBJQ*3z1=6{li8v9kI*L!blGps+@eu#oD5R$kgji29r=9VJ0w-pam0jX1s8;vE zzPHZkTf2+Ax|Z!^FM0V0GJV58s z7cUS!2zFsc_E;z2$OiTD5d{KknP}2G=kc&rR&67Z7##UzLdWh^JVEAEpuMH2Esy72v|DPt)C;@(O#+U}$|9ZlsSD1J4oOBA#j$X^2Lm6FWsF zD1eq@k)|6v#SU8=>mRK}jIN`@XI|g4A1JNiW_7@@hpPHC0Dq(Qq;M2c({z(pkRlg$ z8~m9P<0jJrB1;rpF+yyvr^_gJW)JGSs75JMsL}GIF-*^+j=^ruRGBm&S&A0+rCdjw zFFjs%9Obdfej@r4r9LS)O;m5dlw+&oC#aO=fyZGBT~X_F{Fcr#{Ke-8y?3}knoaa7 zDTE&em_n2xA{YVfE?oeFfFr%lH%lj!UWG#K2Mgvvf}y8>_5R}|5@-;Rs;k(t}Nf-`LxmYt%JWz zKc2}eCD-a!Vd_nfGXn4b!sWDQTt2@^&bNIA@8xIkZvCUA;g;p6FyPlhRvobBL$-sV zG;lPjntfEOnt7C2Uqi_e?>+wMRi_kPpAlml-8Zi|0`5$UWfB1(k%hx9#^5 z&95S0u(0B~qLWa<%gKsB9~7dItQtiCrfsOQV8b*inK{kCd>tx%A5F3KV^Gs6dwWZm z=vChRek(2tT=c%ZpJv$q2I|+xo_d{*?FsxVGq>B`UhYf1ycTajgnA@Mc1lVNKK}dH zZkuA15f@Io$yG?s&y(aOR2Jwoh+B|&yIWc9lRx8h1DXj;&y81+jTLdMIUdK-X!J@T zt@62`a~t{Nagmbm#{WA~-&BYZqUW}8pEx9mGh>O2(c2pqz>j0nicDGjmhXEPE-`o! z{{x7M;{XFuanB#(frPIqlQ@TCPyOp-&CXR?AS5mq_!55ugv9XzDPN`8`yBH4>TurL zb0%wk2xy`>2ZhzZhkYQH9Lt6B6A)nc51tkO!ZU;f&9r?Qt@7)g9dLV1vS2|^BDS*| z`Jlym@u0)h^bggBxSzY;4ENYOe&nMj9-0z90O{x?Bmh`_l;4$oOv7dDhD~fcD+6@I zq#??`d*p7iXaR<4VAAN83@YHi-J>b3)|izn<@kk#efGU7U`-_=$_0XCwW`zUDChhU z{ic{JI60Q+LP}bmqyrX27{3rpCFv{{goMd3>7Lug>mr7JgU4~8+3DyXdw6hD zd*x39ocby-79#zzyU0smo7`Dxz(MN3&jJAr14)@x3~WgV{6YbZ&9q>}A-yKR1e%2O zo5^^t@nyFM3elxq1V<)pm@f)ZuW~(j2h;Q;_SZhE$p5lk#GYN5O5!*z&_n}w658-@ z;H!TFqyDRtK{-}v$kgidWt_7DKyCEEvQ!StAC%Mf674RD<4a?h36v!4jDYh%zgKOA zIn1|=Xh8o*wF9w~=RVP8g&Cs*bx(UJuyfUixyH{qZ3Sp|U%2WXzHl9A4ggCP`r*>L zGo!F-1J$Zbz)i7TW+Tv@@x#HE0ATwqYswCs=8u+}SY}xMCw0%komZMD?Ve16gFBLw z%BHlsuY6=W_-;xks+8MHFKlpi3XIZxw0CC<1+ zePa3=-s(*j)VT~rEWFa3saDksjyidR=}tZ8B|eTQvJ{GS&?Qaj+GiZt>eWjn9-cz4 z`n@-V^jv3dmBydqP4#445els_QYi;)n6NexjFeU=Hb=K+^%Ih6*Q4guCBmH?bB*!S z-B&9D{sYaWRhnx{HO@zi|3QVtj**x60!>xMv-nr2y#pxBF=)^KdQ~@Yqj&MuqC4=_ z(CS|@-g@n>sOYeJMzWX>Y8o)% zDn|;mQDm1)&L{nuSC*k*98_s+YPjo2G6NonM6W+LVTj^974jR9EX@v) zvZ1et5C4aMvc%^*tT*6P-Yz%bj2Ct6lfLc5pY(6RdK`XFw+=m^=@y$u==E0@b~Go% z5S|aW;fT937%&a@jU=xGonIW1lye8cr;2xS;@Pyxq4kkCAWGHz=;Ow-F%Xu@G$}{- z467m7mE7j(;ZCv4M-@1zl_zwpw2Wt4MH;0s?6g|m9XkPbrMo=*|8DHY|MmRW*iHP? z{xx=!|FnON-PAwrUt>4@Py5%{&HU5;HFmTAwEtTp7S)LFL4RSf&+0b!bnj50cToLw zb0pc7^xfjphNzpyolfYE2J5OP_#$%5^j3gvYUk_dfIQT{37pfRd^5)BA9( z<5>Zp$SeGuuwyf_Oi4D6e~DJy6cYoB@i&8Od9uJ_{3g2&SkOLv#-$u*Ar-2wXUos2}LkZ-vu4c4DI76>wsy6xOLfXZA|bk@J)HX{)YN#{mkJ$Xb}V zmw*c-uYk^9SMhPXVH6w7Ca7;k0PfwN)%?8S>jBoWtDD3ZEM8JHOs4i3m zo#P_TJm4VCe19jL-j2}ng8kuztTQ-tKiiaFM9pk*&;%DqM7 z-1ujtIV+7|0jY-)NpnD63$s?H=m`sBE5;LR>9T1A!wxFL;Op8C$RH#|9b|XP$5Y_V z(VhjvUdUsij3par1yBe|!g$dkBSra4YO`0;BuGqcD}P^WTYl zxv~~xK&DrqQhKWydHk4Gde41Q6}f-s@0{OMu8yBftnH*%Kw?ncWp(B_O{pEPy^swl z|IGg=pa1zv_Mqr127tL$yDR zY#DCX_NGt#p~n>0PuxULKb};LA4#A5AO1MpKW$!hocilL9X(~zNw7YBp_9Oy6q=fR zD_rGcj-%7V6xpwH+_9@CK%v)8gG{OL^z{f|*eO2iweP}4kxDS%P03{Ls}%6WF{br> z4b8~=RBtOj@KL_i*b?xY78*9>aY~x(?U|$*4I@yE^2_Xwy|=rPiVMB*El7NHrz+XS zgFoLtA{9>deTnVm-0yTmEL`UM2g}R0--*I1wzh@llOHk7T352X@mFe`Aq#>2-o)^k z;h;iu?i{P>&LAne>Q%?s)tqydfF_co;>qJ>kDYQwypypTZ7~D%8WG?6Rpj$BU$wV> zkLibz7|siY;X8CjF{!zEKK?rCxw=?}nksAGbl*K1;4AS!dNz4HK0HKHRE80$#{`5= zR&7Yc!U^`hB+6qzepn0HW-$~X!SHAw z2rZ+=s2lt}_5)xZ&&>6iIX*MnXNI@MqSr(MM8*?AlLh4ve!9k>U>u&{0}*b_0vEa2 zK~i_#2;rAkfbkfgYyrvwM8sPxCl^)MhY1Cp*o2@!9O;u;A>KyrSBPsHPAS-Et{a$sH`;$wB)`UU5oy>?Vpl z@I`|GYx@c+>xqgzuxybf8FCDL80k3ky>oY>#1BQH946S7xbAzGXGJ0zlrkd z=i!*w2p?81R*pyfye7o4Tl{}xw6dly#F1v99tdB9am5~1`M-W1-xQgaeA(UXvgE`v z-@e{|`-LW5C_Ywcg*hg%jsE{e{^c9>tMcy?#4Nsj6`+TG_Z+|`VBuUx(|X^{286TC zw_Eq$;?bsOK!3h;0MHvK%KEkKmB8mlAg-Rz3BclYqW;Cr*uYKZnE1B6=>XG^1lHS5 z_@n;`(O!JnL~9?G@`U@47#7`MMTEA3#=FO>@~sDuvLqL_ zMi0m|(#yN&nIFyf$RqE1`PWsDgf>(;nmp6p&@Z)Uzu3+OScfb|>ntopEcv;8 zM(HgTvMc=T|1aG!L(2{^Pblu9RU&dH~)qvBG?RgD7 ze&tuvV%6VMyyN|QiXH#1XZHDe`u)(Olw2T;1K5g}Ho6A-QlgR0A)g;e2&DX;jRS{& zdo@3hJYRLAQLxD7^9}!RL?;Ch{qz4q^owUirvwlkCj|E5*MAUQ0YLN*|3UPWi1HmC z8;&I4)|GeZ0{5&IWF{ynxQTQH?a_#0g&7k%LK-u@5l5XBM;#SUFzdW~klFMa#2#Rh zbFA0M&_JDj`A6e2mhw(asL$N>(|>BC@V&S#1Lg ztv>TaYsW5-kzi1nSSd|eodmYtO9z0eR%UX@a+Vs<_g?{*X4mt41iQuR72t2V$XDJ- zkp0&M`s*r#`R5Aw>!SGQLIPaD4^T4e9rP9iGQ#M%% z;QQ<`Raa&U@Slo*PBTT#{x`^*8F%1t(OA_=ve}OGphTImh;L2u^hLjBULRb37S3(F z*wJeOy_C%>x#T}gs*H`6Qoeh*10|{gvt0=bR`bTHfs%pq2nEZ0INmp)WZImqUe_dEMFFjx>l@1o$q+&^effuvq0Ya_yZ+6O|z1{!zWmT zLy`J$ghM#Exh{gZ6gC}^z-aIn*;SZJ9;@oc4>?Qp=$A9BUl#MbR&qm~TY)+1)l{at zzZ3Y>Ez5b#Jd_etf++1|mZZrJAp*VQ_Bhyb`rG1d-Urm!`_B7<8Sb%n4+aG6Ul#Ln zM5j?Vwb+-Mf6rYOy$r$kdB-ycZC%kNf_N0s`NwtRh)Y{ms+YGa?aWxL-)u6!ZS0o1&=8TPU z!QcCy`&T!n=A>JPxx6A%_nAi1=`r#6NJXahSIqH4N9^i3jm+t>iRW>pgC$UqTGR># zJ07)1I_{aoa}gb}7%BIV_s^oxNcu1vc1l2)3_AsX=}bEEdi=t3Bv%KcG{rF1Wm~1^ zO|Eus@PMluD|6CY!h~=hty)-IrQO<`cOVBqRbgp2R7~n`X$}8D4EQ$8VwrN9bNo*23KkI4PGWVOJE=j{jt7^4b^c+Cq4*{V9 z{l)P-CE>F~SAw-_K8F<4-u3?2heqq($ZvYm6@~$}1;0hyc}E z3JP!dl`0g$hk zTRJu+%T=ijO9p#_WzD}?e=2{v+iWUu+I?&(C}>o+6LWh#+grm0|Avf3#C~13-v*$4 ze_qZrvb;>K;?)F9xwMJT!@V_FKLE!#&@T2J;^-eOr=Z@l@r^-Rg$c`@p{CU|P>7CC;Swsnx3tuS_9Sk~wl^D&2NND%!OcaoO&N zgh}Wn8A?-?w?;30!;I@Vmp1 zG}v8aegr^6$!A!?lUHq;ca0B?0$0dQ=%}`auJ@bY3&=Zi6DTOLyz$Im!+2=DIwh+Q z8J}QNB6@ZB4NtG*tLA%Wd8O9-#_r_y*?73V@d;fc{7rtsAvVSd9~OY_ij*$edNJa7 zrk^QEjP+A>pNZhtiq3C5Lzi|~kw6q(DG)_hc7Rltq{$}M2gK41l;B^m#~T-`4RK5z z`GE4pB`i)*lVF{8o)hI%a8!x^gzY{&V0I*1T9bUk!=6S^uPnjM4Pdq~q8V^}VwQPR zZwBt2kCnm);}bkMq`iOa$B)L-43$vg=s1hz|$lk)3BcmJ^ciz+D56e_o_Yx+A} z#QAsl*4@z7=Nexrilv&<9_v>P#9$})F#7Gz4}dB#oM-2v{9^=jk*AM@P}}x_Lpi~W zXm>v772@UZWCq`R6q1>&i<+hHPYRSB&S7H5qWesiy8dTBt5QuK`tdtV!~QVnu(}`n zJNH$6`D;;pw%nr-Kejnn6vdf5C{T604ij@Q*)K8E_5U_d6}>j9H0L!yG?S%uUS_K6 zuQ6N&0ebNcVxbIi_%?Eet+Dc>ogOR4cN$Fk27Re}gD7!(lgM5!RMLJuM$1f|BtO{P*$X89F9H{xD?Rqu|bD zZJe?w0Udu*TxAgKcv2iKkmiMI+^?n8z+nnuX+JQ=kHZmfcsB77cg%2E)r`d z%ix$rLf4w5s&Eml(P3az+d$l}!8Z|YBcFev+C@~SJkWK2 zcuUu9K~M2`OP7e?FRAIk62j8mvX#mC-r~BG@{Row$?uLP9xQsU8<39G5h-xF&0V(% z=6-#kebvu5i6rG>f?GOP)sJ)u^@7OXepHPZKlEeTxM1an7r}KStc5m88#F(C(Z3Qd z*maT~r+OO!;>2KLmKNMXBs)Bj*Hxtr5sLe%v>y1~yO&s|kNC*nC^1kKQl!}xoL5Xu zv53`YhMMaQ1ewMJ8#G%d%at0`57KIiE@QFrEeUiBo&3I62$?<-H985`{NpAqU^$fX z`$D^xQ||CWexl6HYhy=S$agI;Q&&LBa&2uL?dNK@690<>$s*G3b9d`MZc>a_N+t1& zK79z#wDIkUvS!dCxY3^{r_*5J(4?YZ33cL5r|gZUD4)j`z?%t0k=Hs;&e}vF>R3m&u zrr{sYL$jiaR3PgmaJe4V;f$FJRFOr6g6-BpxufI-MA8VR-#1p7&QwD~Bjt#(M#Hrp z6C7pBhbi5rRz^`7v4iu`K$Z(fxMch~u^j1qI$2^E!)5F^>0fm`^E$se1sSd8&Rqx< z0O6>K-Q)XE<;_?2jhdZ7-@k-PVdM-WX4HJlgiTwFmyG5?f5o z7&Qmn4VU;Bc)p*Qv6O4Hu^hK}(wo55{$Cq>-n2!47H4&M)Gq3Co8;3s3E>@4p;Q6- z*C3dsFgEx!|4+D8NO1lc2~|j$1i~pkw)Y58G<=Ui_*kT3l8l$W(rSd5Z&pI#qTFvl zpgpHv#8*eAW2WOp1p1=lrauvXo(S|1+$5qFlWW`Z@qMGj@3oaj;1tr37)sK@(zyr> zYRcQyj65g&o=lYlZilaty?O~DI83IppsZVv91;a%)nbzL9t49p@3JKTm8tT-?rN%MZJ zetZNe?-I*02K7U3b2L%B)Os17%s7?n>p^?FL?j*E)Bf%utqyTZM~$p zUm(nU?#CXz=zZedelfKY3^gkT?3u@<^;fG`K3j#~5j!rMJD&OS&*x5$M`eG+WI&ev zbyo*hb)?|q`D0EA?@>S1yP!*oi%dSmmH|v1>_Pc0>ZJG~DOTFA;kvS1n0+(yTiA5{ z!qO8?tvCv*Ex@|JtCZ-j!c|s$I@=(c%4F1K<_jqEw=4K-yr1;|=UD_FI~`jMMHEX37a8DH122wt6$)%T81a4C_!dR0r)@@;Ij zPSffb=FF-!Hy(~wW@6&K5$rd0E60WJbywLpb&*!b66aRjc{UeqKQNN&W}YcYmG!V% z##At^V&_}k@Z~aAIGj-IjLjo~9CR)0k`r&2HBtr~QwMGDqv zN=T$BUEt))JN#LL(uh*#=RZ9L4T2LwKs*#tYtVEYTfsH|t8~;qE4A+c#qTBS3679| zV1?;Ed$o3A6^bo>8laWtR&_GgJP?lQ^g(~Xvc<#Tjiq%vU}7Xz#cBHSB8t|zfW^Bs z;*qElSmTj9>AoV1Pqx=Kd$dp4$Nc|QcCil=_M4wR6Yr~J=G$U&nKHG;h%Xy+`FCppo><2-nL#LfwveBs$~ zv3{XIUj_LNMWFA8d~0WqW&5F5*79wnIdq9Acf zGc+{$pXwno^C0;hi9<(Q0j^EZ=C^<5}%;=FSYy*(ZSBnN)KO@z(S-Neo~ zGQWX@%+W3P1Tr41)}}r=X;bumJrptfpclMcCH!|9ONzhK2>qKT=if9F|EAgdJ59%* z=V@9gy@`M*ii~ezQW%*uPg=Ug9{Dh*HlmkOz+4!}55C!Tzc4%^$Qu3SPUs$PrmZ_8WED+HFPKgdR?H=m_17HQ>^AfJDMv^NA2SJQF(6xdR0 z^QQDJ*|0P_=|BUa-XfW~I0;Z14p0#4Ep-@+XFGUoA7_68`#)Z8zxk*CG%pYSB+ z#2mPvw1DQp&UqWIy+i2(en#;eX!v3gxhX-$?e5r*w*>zqork9(?ZA= z{HL8^-fBWiFx7X}wgWCVxAC&TTme})StlUTe-9|)_rFP&@^bMT&9~%)cPl31cg|zn zL(VChMBp-jl<~58)dObIbA$eymPqmIwuk^)DHi7j)?7FM0uoEQPDO+%Yo|Dra6x13 zwE^6$go-YaunSvw2zA3uDBv_ryfMBa#%wzkb@9cF+<=BweiU%48Qz%Nw23*}$Hu6` zPe!KM!2uOQh+{2g0Yhb6UsIM3k4X_1a!B#$UOCFYBaFjSi-UjBzx_0=sB|Vq@$`-> zWXu2d_Q6mN{K(%1r3?sZ2xf*8_c!-!C#D{LGQMDWjXwO;d&{B%H199Cb-=IKKJzb> zOr!TpwCB!UR|NZ9-HnlLw62A3`FAgxg#4Mz@b2SHa&aZHh=2>zLn+R1f7tZzS~N+X z=Ea!BLbRvuh5!C41QZm;T#GovG$R=EX~$GDJ+pf zo>!J=B#>>1ML{<`8&4%-qIuUZEzP3mdYN7P1AeNmgO!yiN~~A%7awBoTB|)_^N5jW?y$yjmOv}vHhS8=wp#1R z$YjMlI!B7x&hrWDe1$Zdt)y=Iu+i~YpkyTm^=b>A*A#=r1#%z2BqD@8m_En!-~nAiXxrRH}V_>^ys`jyJW0w^`B57-^*vDVZ9a3pv_Sbs+^EJ@8za z2lu<`0a4na&2rh<^lwvqGvKH)!eH_r}LW^|DiW>Qo1c*w7CXpe4#ucXTd$lVhUu z=_I^$s(XbhfVs6q8!$WUO#|k%RKR>&Xb+gnN(=$B&ED*oXv9|%zB*Nm!Wi^zda*v{ zTq<>Z^|<0lMtLn6Ji5~MXm9V9j7s$FZ%D&>%OP7bR^sQk3pt+3);g$08?dQWOZce@ z;8V4*$h1I`n0jR8OcTG`DWUX0IJixs!d%tn9^yI9F~1zdwEON0tp}0?1`+KZ;DS`A zYjW12=!RdBE->tBjRM!tK3$jNd#3c!4xDxWjStSGsEFy0g!TQ@>+}!gTZaqVU=9bJ z+DVX-o1H5UQNk#_R z?pl6$=Ezh)=EzWh%f~sErXvhb1msK2Wk(*5K0TPvTSX0P;FE!=5Q$X13>=R7Di!3E zKAj@?H*;m0uv=TIc0Ga^2O{q6$Y>4~cYYlA^+P?%vge)rN3#KV?039W$z>ymDWfxq zdZaRIV>N?Jq`aOWE8|OB@%AKTQhMQ9a&v*63P#k&_X$6slcFjoS7AIJUi-2_tGoWm z{drw1Pe~hjhDuO-bhuOtB`xp`#_e$>$?0J7m_KT%-bu)+WfCP%%@n#a>qiM(rHrv& z4W|_u?hZGwX$g92u8niLkA?~9l~u~U5wCR$+4jZFk2fCklvC*`>MkU3!^4MRmO39nJ?AsR#3zOx8NE$dg8^ba z-?>*+*>B+d&OVE+0!b(!ADoz1bM$!n2o1+nQ=DXHDwx2hx?+8@R-oV~@X0TUh0RpK<#&$x7Jx00_ zA)-pvAh|#*o5RTl&$vlKr6)$h1}tX34y!y$aSSCXO7V!13pc@II&A6r)drIAg{L(^ z3@F&c>gSd>z*N8Ir4P`M@|IObr4IqM@At2C`?<5-6=Jjz4DBbLT_nouf+AYRP1vyG}>&gEf` zs9pc=j8ZCZfjqIkqJwOjm-(o8ZDA@SuTXYc$XbC}XW_G-fOf`X1(%0=L2N^|wiRwF z63KWPPcP#zB*s7MO~RHl6aRHzNei=^#T@58=W^L!s> zvwyd<84ahOLE)a457_nluvgJt0{DkuR3R0 ztioH8w$VALQ#N_Kyu=w@_(n5KKQ%)Ci#XRuJuAn@BdA93BmaHN{<8d$e^1rX%BPLT z{5w!9XIz!~%JSx;+q)g8bMVz~VY#-}!3T%i>9N+mI2su%c_gQpw5Pa4ka;RNPi3+exMh-y7%jZNo!|5VNJ7S462Agjy5S@rRS%J z@6}*_J;i)sJ9NVIc4t0yO|xRGR4A>jYe;?n~E2V`N*}v}Oms;=8q*8KL zWa#5t*7O?O1QP?%clOVea!l~*!gjK=6!5&-aZFLG6>whLwrbFC7^~HU+b8g9ur^+k z9DR>oZm=_79$0`X(#l)ymSfopB4EEbnC;vP%|s{FZ6B*OgWD(cYOpniks8fJFE`#P zvg$e3>>8`JgHs~%y0kM!mm2+n&T6_-YYCOQ%TGI68xy@LOasgmyKI12e#U4k+`Y6Z9&jcfZ2-;! zeZe|aEx&@@S4PjtsvmIP1+gIr##^D_14JjJiAt zn5FnXg0qIk3;{E*t3F_cTb>2X68vu9to+doz}(?tgZNh9;^43oCp>eQT=(}_Z7W<9 znOB3maiWyi139RS?AGd-Lw9pb)jhn6IovN*2<@%l#pI$%^*~P63`Vdv#)GRHQMvO@ zQB4mpWV9W)g1H$rjA;E>l9&$UVNp}q`^%5lH6uBezzHaPgtlXd5xl;z-5(R(t-5;+ zJVosP0ERra)B=~=VSm_Z9iI6eII)tCF2MO3EiVH|uG8oaAbCAsg2`kFQ<~)CgO>14 z`-{S(6=$pJk5vRFGe^qFAXGQ+Qb{G6g^oo{1lok~%MNb>ez%t2NAC6U!b^5a6mhW| zT~;w0UBt^g!R?e^<;Ji0hqI3zlDa&F4`>aF!hJ%79}kaC%pRn~hROZP{dbBQfr>hq z4;OCNHIF%#4&j&0p~YX{o!IACSa*>Iro^hqYtTKE_DunI*R|JhO;c*5Q35Xv8<~L2crG(5d zikit?x{PcIZW2~ZP#(9cks2MKM~L^2blAT&F~*_JND;Gpjl(?wTMBsirtS5Qt*CGA z&+7j`gHq)^QcsogDWz$r(Z}UKO7Li8V13eZy6qzjTcA!Y;e((w_Xl38hbAuVnVe-! z@0&Oq6mIiJ(`bfCa83$GenpdT?FmP=Z2H|3;=6oi(%p7+!(qH^y{+|_ouPRXHBYzZ z?h^VdY`jr4*K#rZN1FK`U-3Zc(FV*_`B>1dfb$k2LfFv#3rrr`^I%y04}P5tDI!*mpO<+A`t7$@=~{hz5-zk~%FN3KuJ-)jX+(h2p=DRY@b=CiMC06(TQIu)&4m}DeLu}?HW&(_*d$T6}qHO67 z2C!Miql)!+k`SuER`-S`yeM~EqkDmBAb{L?d+FB#Okuc^B+&Hvh6zN-;K1l;cXl>f z&_5`qL(l$XkkTN~#AfH@sJF1bT3XlFh43qu-D7xVef6bxRPb!mVa4>|xbwEL#JTKD zh+8`ov}vLkQMio$*66$trc&SQ+jX<;cWBA=gKs6*u_d!#d8$Y1j__5K2i+ads^I62 z^AlH$*OZGxN+XjWchIZ_i#^BK5kI0wlI61pKtD$~1#Jy`i+~lFN^F@rv?5h}jAXXI zS8Bv^Rpm}n=vc`$SIb!X_NyfHSoSN+F!+u(U*}ilCbVzgv+HJl3%c4ov#yZ8lPHt( zey^jI8%@pC@LGl7=d&fJ+0XjYY>^(Fw$*N3*4t~W`zH9>Y=0*UgF~S06 za$tapb}#I3Wda(aXv7ycKfSOclnt0+H(L?iuPPc9SaoxPpKAdgB>L35w%j=!!vFAB zjtZP$IBESKlF>#03grAHprReZA_wAJ*u8q^7C)Oq(Pd-888Ko5Qw;2Xh_6G>Nx!Yb zE=ToRCJc%v8;D%Uf%1mq6AbQ~=Dbe$L8#71B&3n>k{Gd;)ufZzujkAy)qnA0M~^XH zhl&$vUx#5A)TDYcRW#mHbt6=OU)FuK0crncdSLOz<6(GZVD)q*fk`CCB3Vk6~)hyOiVh;O7(S=+jmYI;=tt7IkMnFS4*uKhnJUhG$ z0?N?CcMb-!=SeVc_~65R;tL@ zoX1RlYwIP59f%7UH*Qkx5s;fP%|l1&)XE6R?&yCcWVKV4B-MGZObzeZ?}3ug)3-v` zBHqykB+UZO+k;o`8wn~E2_(z$sw?#>_V6`|2Y6DZd2?r>eq_Zq9~|=|nERM&)Of~Y z*F{aosHCJNF4ezfbcz&E=ThB44mbnim1(W8Ivj7>CLHA=8Nq-(J24Cr1R|!-mDplW zBVK~bI5tDHCi$U1>G+sYn0BT<=Bg>3_$(Cc7DAXScz~ktaZI_2m(TQ)Qu`abjN!{W z9QBvu&va(^VTLohF=mZi57I2H^^cPLYghSYE}Bo5X_!Ai|B{z;nY_Am=z+c{V4HR_hFIeiGc-jPW-OCE`#R)&1DCqc1*jwO-OrJ9^ zMZDL}Pp%r@Jx$fy&y; zl_dgU|L28!1>YRCRmV`hp<0_)TBB+3<>ziE`Yu+YXSzfY5s8*m#q>0vn3Q5o$fUSL zsce^euh$f$VpvERwBp$%Ii`Bp&DMK06{3f<$&}QOlxF%hy4s3Bc8&*?);7|dy1VcJ zc9Ct=Z_e#2LVVLu&@Vj;i8ujr-Rd^CXgXud`6ickhZ}f9?IJN@{f!@!KQ&+3lJus*8(2~9{_qz-Na450EDd(o z{aMZ2h)@^zHU~LJ0teol967MAF2e zrp`+Wa?HPQ~#lzP!)0j%-;@Hk)4t7Z=y-`i<8b9$UAlX7x=Kf#{9uDBg zSr>*k-t6=!LyM6zF{rvgZK$x=6}D53b7JVxG;sv2D`Hb8adN7$!l~~R_;u>N-$T5| zIU5WxG9|*~B%7qks#-G49=L? z1V~sXlX-{=ZH{P@qp2}AK6Ca4{dCJPK|L(q2tNscsQv#z;gm>Pjx>s18&1#f8BB;Oz)qu_=d?SJ!?Iv(R33m2L1zfPkX2c5L^hF$yWv+w?cu5 zP#s3915Gr0evmitl$*^Z%~TTPHl^)5JdBMq^JoU}y@6T4l7X{xwaP{};Tik!1yqM6 z2M4^52LkWofxn?I-5+%gPLg~xOvG(+Ob#)g@s~+_Q5rkjE*EKxPaXa*92){~%;o?O zZsmZjyMf)TVDlKf9T7iq3xr>7k$5qSpaGN2uDo&<)W~>_27ijBfbid>W}uCQ8L0J4 zo#@XL{KEbhErR2X{YC}50IrSS9_q^8Mji|hbNAwz*q{bY2q1@y%ln$n)e3#FCsbe; z5j-Lj5_s7ZXZb+vq>kux1kmv!q9qwxZ7)pg25DSl_o}bdIyqwP#vn>#@2YRYZ*oM< zie1gGS6c6*RU^9YKoQbJ98m8zUSJ$Q39`$fHTLC#2{vePn1;2XRVKx9JC*-z=}H)m z-?pKz)+Ebk_LP7)U59K`UblFoHKuW3wavy0s9g+HVI1XV7K1q)iHBYIl*@AG@U?3< znA4w?Tj2Zakq*QsL$-zLtpuKDB#r`*7&23s;(+^G@oi)r{irC^(I84HJnZbvxm_r) zpqARX%VSWg@Dp=!|9MpqiSUz8vy(|=a%m@NloSH*&ONgjdP{Sp)mWZ(JU=*rIbY&7 z_1M=8BN=Ow%2(j>?Qb>D$lVc5+qmQZhqJGa%HwI$P4M9EPH=Y#5tZ6E$bNWkdU&XJT2u+)&_WG&Ho#yrs1uHf=Oih0Gsi zTq`cVcQbgraA*ezJL;C-8T<72CdRrm9$MHv1NjpK|0v=Q)orW=4c(+IrF+sK?xORyJDe9DvQ$$K4x zym2&3@dS;5S`I?UyvH|M!-uGn5OcH=So7%O5Hqx5ShMJ&mKLG;cDF&qh?#T*6Mj~`X~uANB{Pd97^*v3dt_}!8)&;}`*>$K zshe@weu7QaYj$5g&uFJxrM=fqktmA9ac3~@3v81Bxl|x0x|r#o=mi93^|q+IhfDOrC%;52wTMb!a2+CN`E!sj)$*YE85QnAbJGGR<_+ zOoOtm{z$&}-<0xEWqQF8hKmcfe=6a{Kz3fB3I!kE5r&3)U{j?PWXdloMu_H1AOG~U zg*45e(}H(Z$O8&=(Jzi>adao?{<1atppc*R17xjc>QnhK3mmC6z}8hmKE&2Ml&KqyM*Abo65LMqyGokivf0Ysq{sLMK!xM8@qu>I z4UDs^>3{zuta_X><*Cu5FI6g;F513}D`GcoEyB^&9APQeEY=ILrw(DB>89FIiOWjV z*NiZUu;(u1p4ra-r{Gf1q}p2jv~wwqXL_f+KzBB98vSxYNnuD5FE>7pLyDQvJYG+0 zfvLNxS~tYmxN`+4MBSVSXl7MAI9IbNiO@G*|6+#h&)mr>cCGO?BRG= zVt2cr1;#yuzB$365GJ|!V`HK=yS{oD{b|BM;YxDxINZayk@-I7*u}hRC-%XGsQU5B z-wWR;!ejmy_r1a4&R$%}VadXRRoGU26B#$dDU*0(Qzt$`9Ip7+7vcB<(YAV!V`!XV z5zv@*K7-=S_w09Z5iBAd8IZ9yH#w40f?cd@w^m#p+%F7rmB&a1GD zG7BN2x#@b>g3=;|GD|~CUHUaPt8j@`>sm~sh^~1_!xK9Wdsg1`K#}2?MYOp`JvV>W zNxh6c&K;>DT&^sqmYHUTq4*kQxI#Jn^HHqN zZ(gjc4#?#QYL#(Y2}YHP&?MQlUtewH7*+NFkuAdRJBCWt9^^eLe!|^5sGW|8CbBpY zP>(lrp}L6vW!TGCEVz( zxEI4aeLGPC*z%^lj(#)hmO2&L|bf;l=(Cl#0FXs4^BreKYZB2aITFmMH8g^qrwY8L!^p4wMUrZ?WiG%C5K<_9- z&5TR^*K*fZV^ZL}V_kH-$IX^^@Xt5ZGGP4hSN&}m&dD*Iyi$XK$^?kjp7BLU+NfM( z+S*8j3u!>oquqn}oGlO@?q4fa!k5f4iic=v^=x4^a^M+2W~kyfp4Unq33*$<{2eB1 zbjy3(=%Q_Jl2=7ykPRtzqViGnZU8UsF`Kt9F1Xx=pB)NSu-c9?0ZDg8UC# z5~BwwJs?-{dd5PK5QSS-6Hk5~mwFSOa93OJJ+)ZNwh(cZ{$$k7aJ$n9 z&wI1p=c>TIo=YF{ma`)Cj-z1OHASXlR^5v@#;w~e$*J2Z$*$Wj$*S8b$!yvz^k4A% ziK5*YJI$4^M$!#7QvOP@XzBZzqVV-SI_ambSdn2<=m${A+(4F?Jl=}}kOw;OWI6CP?;#*zZ#dGt>rX&kK5_to<<(fsBS z?GkAmwm^;>iqd>qio@8~urdj=`3YI;xKvC=x1;}1*ZV{o<1zB( zK<(+pL|4yO86YU@hZC!~iz$jvO|;_*$yOslNxGQ{^*o5lp0&BA4oTN$%~ z&8&OBbu$Hl7_GauUoH?wjSmJ!Y;C?UGb82JT2qpGm>^0!IV2h}E#x{wWtmeT{Y4@) zO0)!|1%xRDMm>sKBU#g*@HsV7+@LJ-%(tgJS=dXnQiMH=p9y9HwyGt;f$1>d=cc&45FyGOk2}HR?nEikqeh--_QHqgT=&yW;m-vZ?&=y@B zJ3?+N3UTm7a7F!n!B@Ijr2i~#2;(ki@Ag|_npUQl*R7G9x0h7rt6x-JNZ_s(yFL%E z%642NMXTK{%_W!_yvPpZ99U2yTgq<9e8(z$StfyUWSw@$2UIzfTtP)H+P$;*Dj&pC zzoyCc6xpBd5gAku_++X+MpUs-MBl{5tofWD$eYO46LK3yFR#%cQyr^}tX8B`@92pD^G5_M??`48ETi%X_YP7opK5Exw zZGA}ubg;^v-y#Bt$e7z`fbYf}HK3|>Vi2zAw#B*V-PPEN9Bt?$O0$g;0OR;wNK{^+ z{NyFwd;rbW1R$3S3||45C{qL62mrC{8Ux5<;CtlCwy)Q;_;i}OLk7;?1B%}m_>zD^ z68M1KBVV>{y~Gy`vFscYUuzSNtEmSIm_4tNJTB6%Pq$Tc%e^8>27~w=IQn7()_Y2t z8{?c=N8Yx_J9)^07DmZr2T0oK@`VDP!n0EcsP_+GKd`0lkxrioc|K!Y_Zz4dmj8J= zi1uHVhn&``P}D8jx{9SaYCRF8g+@TY&wc0v}r0Or^ZjlOWP$o@o}6(%#4=t`dTYYy-iKJ5zfw?_?H&}Pe9@O-fe^j zeT~`|p4E-8=1%19*&cHwkt-=r`~7*7A*tnEu#NvyaW}4`a}uC3-@%TnBk$cd@3#i> z_uIz+iPkL=JzY51UJWk(Uf88qo|AdbwT`Px%F?d2_=jp;SZ`u!k9M!vPc9+=vi-}g zY#J8$%701r!+(-2{&6M313<4Cj=7c%9qRi9)^X+(y#`4;L4zE_C~@Wo^h@fc<$nxE zE*%)lcY;iPjU(zg;$H>NuA27N!GVT=Rb=g+Ak)|w>{+@&-LEIqjE!Was#KOqn(tgt(N{{nolFQJx#sOShhtU&O`;jcR^n-h-Mc2gPaA*kcT) zi=Y2RxSU=9;ietCAaoV}wgnIBkD{Pf8T81QEO6!-orFZ_0=r?AY=^y>#5=6h(ruOD zL-+MwWs_;wyRFiORr;+l0~crSnyaHZ>ffxR%Xk9vrd96GY1U}~#Br_(IVGKuOvf`x zt8a$X*ztoODkC*8GjO1L@=r#+_cd(X1HA#b7dCfR_fnOAvCnTuY-sVV=b2)X3&nK8 zq&uq95eygPs@{=(H0k3^B1-~nia(WH(y7c@w)=d=Rxss*!@O26w{kH)Q&Df%ve2pZ zyKnC)0sOYsW#6}t(98ShEN<(C6vS^fnZ?1@nphaNM@f=J*~d{RGp{see0Pqsp!l|s zgZHlCTA`d6g<@aL;+1gGo00;#odCl1dnH`3Y8l)Y!tMMI!W{{WdnMe8SHdNd2MAXi zNP5z$0m5xH4v(poqUTR$siNXK9iCSxPydH+1>hnvZmCuFHa#WJUd|_$)(@T~bE!j3 z5Ad$!;6?8`t)=J1;Tf?uMaRS)I^8FT@rkEzueV_xe#m|036l=rT8?cjyZ$N~PQWxD`W1$cNf{!;~amZjk1QiYk3zZCR&zn3)g)%OSJE87 zu~RN=Z9e|M`9G0sGp|x;F|SZ)GA~nTFfUQ4voDhV3*3pKDs^oR9Xlhz;$45lcxBnw7%C2JNrjr^8*6WGkQ_oQ1Wc#7n_Z>w~HDr0g0J8ElV z!OTpQ%VAGR>S@9t&E*6z?!gP=S^$juibQDZ=zd5G7*h(YdJ;EStPxMLw%8yjJ>y_d zTl)wd)D2g3AamW1!1J0PfrMHuKagAir>_9nUW|DK);dA)R!I! z+ueJoNJ1g&9shBbP==rrm{{;Q>18SVLX{E2J&dL38H;{<$@s5IO4&X+7A32ThI_rIUh1R@K-{E zHK-LwOZP)5l?-zyPVgDbB{5GjvmMtkj&Pu-(DVM84A&Arv~|6E#1FQ1TXbn(A{Onv z`T^c;c%%1ClWwAG1-q=!sjiZL*0z$KF1dfrOhZL-9v5+N&8iCd5+#$fVUtxsq&gYC zS)B{$X`g^tE9)Z0ZKPMG+a24E5kKp(J{Ry#g?r0?@W@gbazl0-{>8q5!y8D&4Cy;p1Ci z1^Zth&hO{-9$wbW2=qO9WGOF6>*>7ha#s>7`~KSAz`2uu8GEL#Nw;+yfzszcSy$v9 zx%ElJ)S{5@1LcpVva2KYMro03bix|>0Yg;woD(_LoOLPQD9wI6Txq!*fwy5TQ>#OfZ~U;xupxiDr%G3MST{Av748%5ipLAhaO zMsfDn0&spePRLzz(Pt1qi^uaByqhQ7%C=#H>ch+@r~ceMPpbf}0(|T3#R43o@Z&g- zBCP@LeFC_5oKZbKOFM!|ycL+=KH2ah&j&Lz&8kQ?V$mKq$X|EQrI@cD^?qcly9O1eYgFnkKX#MqsoAJT7b(Z}k z(0YezR%vkcOQvCj&2in3TXrgPa_gw^uBOvJdlY#rW=`GZNByjX`^daS+DJjuA~kQeYQ6FX0>(E=O4AW z(WLjJijN%HjaYH;F@DHWIDoZM_gfVQN$e>@dvz%A%dn6~QbNv>7vvQG~b9l9$e zH?+#UI*DS+PUUc*KoRxFOTp<>m?1_{XtE6bQ;M8mlmsII6j*%;W(A@h&IRg+D;yNC zxO1uq{INh{p6DIx8*P;dPK%Nx?fgSs;@;K$DNW4=O8mlC+CfKQjd_v2r2%`m3ZhRT@71=0G*r_T0?2-Vg7>PV=vO86tldNK zMn35=ptzUbN{XZvJ*YiPi!7s#?;f-Oo5HA;Xi@G-K}YH$X|zkRk^ETM^qHgfx}kfv z2y>+OLpSt9?mIh}C`P>s)5H!-QqLk?^XKU7zy<=a$E|k{!Eio=ooFfdQ2LH;fOXUzx3AuqxaNUYTsE z1!%d?eND>FT`gPWt4Lx>Re z7rmQi+lpA9prA4bH`U$%1vI4QydRpKLA0+=sTpiTI&G5k-azhmxWxQ-`9GR)VDR{c z3y?VM??+X6juvZ%D;jJSbJ~AuF5=@U9bO|i)c#VTkv?Ie&%Tu@=)n0DeG^tw-#)=Q zbAS=3!{Jyr1h%J(nY_sa_oY`=D5ok=chAh|UCf9>tnB`gZtof?FAHTiVshEc*`OkY zhEq+-G^uz%7m>yudIrl#GO1!uf`Z=wmu-kFwvp}K$0a_g-L;Ua3n4Gs5teZzl4_|g z&4Cz^r5|RP>k@e|{^L978BCSQr0DmK`+Aytt2OS#e!b7CevFQ&?c$4Xd%Y34B1|XN z21=UoExOaLbZj=8EtV}AEk+rPnYQ{7C>*CZ1KGSItmcJ;*~PZf zOqy8xm3zpXr@{(NlnzQfYY&fe=dVAn9EIl8y1rY>O#<&d-dVHWM&hsEzknuMvXgcM zq{I_9t4(quB#RD7e!`_LS&j1_Ea=Kj+3?*MjMT!`-I4>}1)L;sE}$8SgrC=b;$1-J zElnvJCA%~Ls4>!Tt}xP&wq`2L<-%50zz_4KM(pvPb?#|Lhu+i)_O)IUO|@QQ2S5%0 zV|#T)2cxE(X2A^?4U-Ag8ulMS=tSt)_Cm7--E?GGVrNgrd(P zKH|1A`|abh_-AMm{E4m;ixvFc&@>_j=k3vSHy70WRJ)h+-!xpQ+x-6)=r8N z#x7Hzj8zY)%_Wah3uQc)(P*8YZ`ejQ?J+;fmYZT78bYXd za;SRZv9f>(E3lyK3@j+`01L|TFDuM11#gL3)VtFTeCu>1z!^1CxX)7U+579err&Qq z>%@Os`hyT1CW%jh14I3Cl&}fzB*cm1f}dcto+Eqe@CPQXFaWgzoXIFoYa9W5e)=LvWJB0{IDraa{c(*)gi4Z?)voD!nWwaZ^kYuA_G& z_X4nl464VE2WG1+c3}bfz*L$5pwtgTC~=PQ;K~i_eIfsm0hWoGfMsIchAw6@izfym6{#-TFd z(Lg9PSj1SJkp)k@-wAn+4ipnRi0mPZ%?K5E;o(aEA&$vR?xIe^U!m<#l)5{v`f6si*7y z8F^s8qMRRS#-^(B((D)AYcq4q*Jk{Gn`QZ*zcd3Ji@Y>5(sg@jR`uGfTJ`m8_y07* zltdmdt}IspP8RCl4RnZ07Y2;OSrQq2KWNP`+4@i8yg<1cD}30@#D}pkutPS{#WfAH zeLQ%@a)d8=hO=!P(y2J`S01HV9ikG|%MfvCUwY(D!5DbCvJu$r zmn$>!zjzs9mC)VG5LI8B?f-3Nr}R2RHQJvq%}OwOfM!kPFy?NiK+mO2{OmB>C4ysP zqexOkX%&Msd2Ms@Se@=B>p1v4p;>6xNz;EuKc?!&yk$qI#pWA;*@zzCtAUZ2Vz$q#BPztUMQ7o;N5%p25q_1+vEZtU@qN|gU_6b0B!a1&jq00jJ+w{%| zC3x^#n&dOb{O)~IbePhdgcz+^v^#_QqSk{(VeL47T$p+F=x<%TV_W9A>jk47iz@32 zUJO_k@DnaivCSjr&*<5hg~8WZiC;RU4@bYb+vfM*XPQ*<7bF%V6;d3Q3(;SzSt^Fl z82js0e_4A)nLQX*6?-Mdzu_y8|L<77>X1PhRIejGhaQ(ynW6tVX|3yifH|;VU(Rn2 zw{54PlJ?8rhKHe8W?6`v0Ba`CBBRM3j>q+$m?fpV^b;3q1ud$B(wOS{68<8ot}-M6 zc8i0K_WPs!bcG}W3_FvmET1pt0kAwZ^KycD9MHOB1@sMjQ#-`)xJ3!Y6Hvq7<`_&y zQp#DUJQH?1XO@%5lhkFWNsktq)hl&7ER=Pli}4C3-Y%DR%&5u`^Q0SHbt9yujw_dO zg;h6vjTP}ClJG+#knpn|@XMNbB1_nN9^#@|PQww;c?ewg3%%|`$7*zG`PC^wIj`aUM-san<$M%#26GbttT-=zbxB@YQErUWiY-ig$ouwEl@pYH#3l{Igah7SMw>47T z%cC)hOZxzcPe`%A>N7@%b#M*7&l;N?oV^l~DLeKhQM?`{b^8?!+p>V;fuFG68#PSY z^s8B>tJxz5D_Z@*{=v}0`j4ZkpLC46l*Mu{V{o~_!=+zG#Pgyj@G9aD?6(5%6yo-k zHg+0rpv^sFm`s!~_Y+o6-atn3Gu)=aj_j8|{^td@RC#|oZqa#uPI~IP0dCOuTbcNC z5Vz^=o#w4c!t}7DEuv}9IFKfD&Z%(h>v=>BQOWZSr@j_yrNid#DV$nG_(zw8@Mv77 zx&&rff6!)qr`%Nc(jo8P4hdh!fq?{!LnSRF@Ir}qZ^)C^c9?X?CvQv8Q4brtN08Xh z8X1}de<&2D0eW(yz?lno2`!?wzskB=nvmPFz$rwpJvl^*z$(G{fN!`ACx?Hh=T^(7Jw>6xQt$)g&Z8*MOb3 zOoYqC+8Up+lbvfIQsl4Z&OGtuSulS7gBHxQJGopqCol8_hP8L{fY0?ZZoucd!IP?p`=GIR$SxUs>do$k4U?^U+wkbB17s&um#&xO0bqgU@V5cW|M8p?1c)BiE^A zHzkuf_47D-Q8z5J1jx@2MM;)+^5*N@Q~=u<#<*D<`hP&N-K<=(!Yo}e!|c0al$jUc zI^E^+SnR{a1M2Si-o!5339xm1h=|q=2E-NzGY``9<`Aj)h?l97jvz-j7C?mw5?%ph zeJ_r!@ORb7y%6F-`oPy%05B2^asj{T6k}>2z=T_bSr7;){uhANm?11+{slkg@B(Lj zFCeD4S8eMevm4BXk~^Kd_GScH?;9YX_+M!Ah^=Aoyg6lpb_(R;c|jR>NFm}1NyICF zVB&~>;b~W%5~+I5J)~Y;eMKLR&pG@SFu;a-#U(Q>f17h?*_Yej@U7HgP-s%RZ1Fm< zS?v%CCm^Qw`+Xk%6MMIJS?zR#*i3^qDo?=bbpw#wRaXN4uw&W1G_hIw!Qw!JXG9eL z?Ipc6#E@f)0ekr$tu)C!`QEb+U+~+1e>#DgGYKWrDJm(4oilJHFuO^vdqgRp=72t` z#87h7E@?5HmM^oSix4IIAP$>jL;m1DLV0rcGfjtPwk{1sgH?a2TI7A)cwf3p39lZY zdl#H%L;cv#90ORhUf-+EZ6^-+FVnhicW9x1!J3ZFnIn zC#cMX6B_4|8K_rEhj^tn>U}Y`{JGdtv`ck{YitmXT|2hm&P7amP;y-(xJ0K6#)0vs zTGh5*&X!O@8Zgot@mYP2)8>R!Uk~Fo^?1l#&Y@m_-JMdsUgZ4EFg&7Lo)**UK6z?0 z^L#yAJE;1!$hpd}s~>ypiQ_mMqQIs71$OK?F3{1}9rZjKs``(?246p@EE=}@&-R8e zX!YBYcketm#I?kDAX((3X`gmlmwTTk{5?s&42M8hmt6}y33Hm~XR_G)vCUk;LFC;b zx{wJUs+66K{oKc{r9af6DhEnPau#}pK)}+OT@JC2Lq~(?$O;cEkX=j9)Ill-hlp|& zy>4}MD9r2bg(R^H_QF^6J4jHfqWX= zO4WL$XqR2R845EIgF3&SkVb7#{8OwssUGk(^&fhm1ni~ct-v-?AVJ;HZ%Wdg?%$M| z&kd>=D6E@#*XxfvTb3a~cQ#MKLGNsz5`r8n1klbou7P^JHGSez-%U|a6js$lx|ZrN zQJC*aMEOn9l59|zr%OadhU@_)+9IH&s|Az>C0|8`R828Z(5BQxyWne-P?$yC@!0BZ zhZ(yqDg^N{!8fW^NEkvPH)?MiHM3)C0m&ztU&| zSu3rxdC}9B(Y3LB$c{5c2}Airv^kuExE+8?>?^b*VY+Bs>zf) zw@uUX(@>qbFdunI0YU}5g=4URj-_dkffPs&2RyNghsS~IE<-$xPUs&lI#b~fw{96pZ+LzK{V}`C z8xv6H^?#m^sB09x{K*U~_nS^IVb#?-LIJ+cU!;>(=$(zpW#*C8f$7@n4@4aef`X5{ zzu}D5y4q-vRxmcq$7E&bZ>J$9pr4hAn}yLnS&l(WfF}ylu=#3`iHt+0|49!993#M% z`+N^4jbu~F{1aiLaSNwkc^WF4pH-C%a>p>gAWU6G)+088xtalQ za*TG}qcZz=B=dTW026!DHMF7k?DNMXr(>k9FIX~w0~6l2Nshq!bQ;4d#L*=CG5Ga< z;`Q4Hr{%J>vtQcn%!MUwFa)|W=Uj37hr2hVM zB&Q+wwr;UNDx>&l9x==cwI$t`MI#)WII$JuEI#cu&f~tvC(?S zJ|1?9W$RqkwNe0xlXO;r#+db;Y;a4uiI68u!(fhc0&sw9zHbHcXL}HT{ zh;k$vXBnox>%+w5JmH#@vf}&?)MdYQl*9$H@K%m5crfy6OajnqSyyqt?w;}){Ot+? z+sFBT5Ep^Q_2t6L?LAUopfk@4%H$*J5HEDoUoik2{{qQgHkDDk0&@ca3jtzVidgmw zIQuJ7%d{&9H{8iCL<~p!l5>rjdf23WnRAVC!qW8|*YY&RT85_vk-D zeZn1+7Dc1npO!!q*MDhEhbhsOM3g*dhLf~yls^FZ+lcWi1#ANKluV|M_^YHy0W0dQ zZ2d%?K&5DiB$}a28_07_gWyW@N0k=Evczu!3712`UkJ~zR2I}Jg$XNd%m2OKCD`eZ zobBiJfL+Fz7W?Hd89jqaA=l}lV^E??^oPQbE}sT97Rz)LA#W8-al@6isEgT>q@X$r zp(0Z8oemM^vQ6~M0dYAvg>|-&5>>CE#&0Vh4{O2%LlTPRtMfoS+la@WcWw$Wm|s*3 zkdBjf;&QR+lC1`a7C5IFhf_D`WTD1e_C4ef$6MyzJq3Pa?ix{g&U_mh04Cg0gNKa$PBKrDEGvqC zq~7PKtegy8Y& zE=6q45k^@0#5>67$6ppLlI*rZAqm`aKht2Js<-om1k9N+?u|cOpLhTkYSz_IB@&%O zOADsB@d>V<0O{8$QGCK^U9%_MNKhTuCdkpk&oJN5cW^)oqAJY^3 zknjt4U@1QOVJYzY!L0IHr+@NEWCTqeVVT&#HKW3o2c*M6stAvXu54UDX#bE27fV(` zeNxCqv5X1`xY(1vY$5siq?kqWGwI1k*5VpYr~!dsyEh0lNu$591)fG4?i9+F&BBn3 z0+AcU>eFUsC59YCWCY=TyT9>Hr8$%maBqGJ5cqbAm;0|=&o+L|NdX{+9)Fo8%O=|sn+ag@IqZwkT-v~;s{Q_Gr1DQ>E2QCM6OjrUNh%5| zNs0=JNwNyENm2?@NuLxxC5b4AguX%&IR5X52K3P)>i<{x0(HPejwv&lsY5{UA@eq1 z>iHn<@%#{DyJxR>fW>oB(7Wvh*;WS66dKOWg#6ye{NVk79BbmSJ88PmXwuy2;W+n% zzsDF@5VSR)byog(<;-F0I{V}}_p4J8Ab`XUBd zcfFouh1R$~pUfXY(|1>mKd0^a1mK%^Hyt}VT3(k zAO;iwhGMQZIyMVLmw=7f(BPsl5snkTMKvAnH?1{`@6PML1b6%op%So4A0(khm18c5 zDH7tG;=gHaM7@u5df!h@7*T8;94OdBP6&mAWr6)oqh9yB^?Cpw3&YaobXg&cRJ}2f z&lT+PPkO09(dVBu41KpwoOm4BPvATGo#wPIuft8BcWufl zQuJ5jHg_C{AC}9Q9rK5UD^OD%rFI?39}$QO&t=uVr4DxS6>b0N&2-jcNg;|XWbS@c z`5aEYb0ZR(P!5Xykr7Cn#G^1YDzEmrM{9d*Jp)5HFAx(^nhLw-J^GL`r2n>J2{lFB zWZr~OZ@ZteX-L1QQVKN%mMVL0yvDcbI6a%Fuj(&_nn2-vUeiYMa2K1Ba!7y94RzUA zUw4!ZGUirZlMorDcnH*B^}T$PxxSG}<{f8n8AYO}?WT#A3k9XrR$u}Svox>Fy0Xc| zaBEvjA}IB9<s9re9)S>az2b_`+7Q$;F6(_)^q9ftU-{u;27A5JmBf zD64J_L*hG0J4V6i=2#yZkT68m;1%DN|k zZ7b=mB>aOR(?B2y>WEc@RVR%k5hxjlSJAsKDK5S?wruwUM^&)Kg%(S)8TJ~_)zzt{ z?zO` z)^ts@HFf_R07KOs`X5j`=BQ)lQ4o8zZm8*t8$p9|o}9X!noBb8nVIC@k7oqG$7OSc zG*z<4MfUa<3Wgn~f=rb281s{7w6O=1#bWbTBzCkeya@F!>s$a`eXr) zgF1^mAjKK(*Ul2P+t%4zy|Q@1-v%l_f<+wBqSR-MwxGVP+r`VlC>>P(eCV@x^GI7u zUs)#7T`PJWlRsD6*Ml0fh`Hn4+?hb}BLx>nm#bd+32fA_YIhjzhbin5M(RxxrSWQ8 zAbqqHXr!0exj%4=9rZ_9=XbYrpDi4u{wfH0)V9oFXE@Z_Jd5@0c>-7N{qb5ZJy0)Z9MYh>cIC3m#gJEwB8G~W3V??aZK9h1ek)wD{p4Z+c zN%$31{(y-#AV<-=w2Q{xUG_ykCOZn9HYd{6FSbC_MJvAlI?-0E{ktfenfjo65F5Ql zA1%4iBZiIZ>l2N!l@g#{TRJPs_HIB)fYhmDc%(6Y{-}oGtq?Gwg{a zr-?4ANGXakEhr~aqkt~wFW4aiZX$~=SAtGpKNkbvY;}9`Yc(o@=jf}Lbpre~`Lv#1 zlf<-?oLn6z8|1Rq7%(+wPD6zvfOMT_7e-8)pFer$nzAmAzI5a^fQ?A@bSMtyuhp1B zQLmo%l#9$NbCUBp;M1@zOk<%8b*Cb^Fe3b=PSI~_gYSKLVEy1}25Mf*GkJ-Eq)TWg zU~N?JoNsl|1Ds%GSe@5GDF}JLx)kEDAwL_Rn6=ekZ+dssTb!7-)mvO6ZT@mr?Z!M) z7_|~HI~L1*H@6rrg;w5x_XQ1h_wy(PE_#(RxabXA`VQ2asmEGg_Exno!%4nVk2>EI z87;?>$-Z|{g9!!*Bj7E_aQlk*Em-B-zb5>?m8LvC2HB>_*a>8IT+Ft9P?UxdV{2VQ zD7eY-+(O`TJ1__$lOq2hJaSrU>f=v9G0rCEMMZ=M5yT=67@T=~#s4EMudbj2E$X^HgELxj_BB~86JK`N`wqd~G@UiH+QXj~iQqZ~2TJUa z69OCL;=l&^dLM3_6F|osuXGI1FWw9N&XH|)gqzpf{1+kP0*swNjAg+=v=!(Js$B(6 z!aQ)d8$nwxabMHHCef-CfBmUdN#*XHiN@AU5{}0K_DTQ~Dy>N1EO3{ShCu&=m0MQX zTkPR2DG7oPLq;W&AAk$yI2!K@j-vPl6r&Lb6J!PhKg^=aC(`2TQ&i{hrabWuyAQ!S zImbGU_V9ViKLR?WMz^)}KlG+L4(>RP1H8=Ym`~rUM?bZgblHgg91uC<#8$#u_cO!j zA?Qw%>-WXZWBv3o*-o#P1rc*=o;oT*s1Y@ePkl#&XV+tKLC!a1r3eDUg)acMdh3RyC-TOxGuC2twXO!sB(nWEp(qAWp%ne7soV&Ju9j>56 z!<{NDT8$X%nKU|fZMi(6bAt9ZWEXx6W!&ksfRo$4NFgN6{42q*!1a{q4i~M&F_QKM0*{&&x$sdMxj@co~ z10PT(?ClT*4O3_^4HIizej6P{A@P7zrcZu+z7N%95Nu|Wm={%55Lo6ADQu9*jyUna z`%EvYMFEIf_{t|?V(g3Q5m?Ke#uR(OE4W(>JhJ)c3_bn#ivo&fVc-4)4unU&_u1}j zpkv9$#j)pdF+_&shc((u%KJuy!NuTaKF2$Hh0-){feFXV$_Gl||2XK6sixJOu^oe` zriGEd4et|6Rc>L+;HPm`kjRDO-a8_9Q!0^_@7|!!KE7HQT;+X(GReI(F!0V!rYg@8 zIWB>E50Z?qG~tFKV)xMptern4EyO;BRG|SNQG~_Y7=~r z(#63|=Sjr#kkXDxM9aY~|ID`5Eq_g00#dvz+b2s|{+yG*IkeR|gUNixzoSbP3)Z?Y z7pXX7&k~`V8~b|epth`>TDh*E{H^j+u941Q#l7@sJo;~?Z}1@t^srwvTK931>pdn} zxx@jrRqCzuXd7?v5N^2wHc;q+zkiM7pEP*#N4C82=!W-jr!_R6A%wIrIy2}XohoyI zIwZe?c%2f39WW_W3W?x73JTzv$qdMBWk<&imOibr9>fhvO(9kh8Lz^CD5P?!_4$Y+ zI;w=6pS5R6;2+`Fe3hshIDD1(X->KMta3SwUW@`*^0&xFes5Hs~!ZEJnYnvh`A+cR?SRUpaxyM>)Phqh1b(| z-_~2aq4li{tC6cCdqHM(8dGrU2G z`TyX2JT(|Mh(#MjoJawSyqy*LMs5f0ZRQXbm`DO6z}?y~$n0CHj<2f024etQLc|QA0zv9} zGxAq;u|gX@Ds*3h<}vhEG@0!Du@#d%b=IJVeomu5mE?Y(BTl3)qE4mwI67%|eea$K zDe<6r{B$I{wmvZFx(DBQ?A9w$3O4#R^;t~r+0!pW_bz>Vzdu`-Ywt%7nVBgZ5BD6Jm4Gjf8u!Ojb)qwg;OIJlv7%>DPQXZUpKPbX>M8p@y2XFcZo%l^xRHab=Y);PwaPj=b<9PcuZ^Jlv`M0EvJ)M8> z@ZtkHS`#t@@By9i759>qKdvVhMWZ7Jv9 zjW>_{N=eT_dQM)&gdiffh}f`2ir*f*p9yq!QDD5cs}kQK2inF zFtv@tOlCa=%5XtN=8hg)TH+crfxZh)qTpp zz7)A-2)8hPowDX*%(ibClT_P-YgYVP4G0H+1roI*xOvlW%U#9vYA0~>NtLBG*#k^G z+0YF} zQaO>P1zE3zJws3Heh~A~E>GeReIe2#CCc8{)|LXNnThNe$|z15V*K+i;@9f<->hw6 zCyDI_S2OT*S=xrOILnoKB)G|JMN|@&-Kt7VI8Sw?Dq=S!A6Z;1MT^5m)JZdwVuSX+ zV~8Xj(FSqMJNg+%yNiQaRGtzqyk8KkmZ+{-d|aNmpA^0Qq<2ER(6uC39o$gIU$w?6 z3Pdo>6#W;3V$)ZuBfmmV4Vhj~tqX)Q=>ziKix!1=(99J0+J(a%PUZ`;!1V<&;F5_M z-uAsoj0Oh>A>x9A8~|_t0Beqg8K+}|4ca63f}-9m`H`o&%q|uLMJ>E;Q&nJg6 z3e8W+9*49gL9$q=5%w-W1s$;BWw1~*Wtn{g5d~l>z#A*5mGmhO^nkPwhAVMysgrMnwMMG+7rq@<;!hn8*-5Qb2s z2avAkFkHX;xvu+jzn}Mc-_P^MT4%4l)?Pc#nfac5&f5DNB(S?;*mmdnGt-q&h;~%1 z(0DUbaTSb4NlyQQDMBphq{ya!$xoLJgqNDZzApbtmGAiMB|{GV%)=C66Mt`PmPui{ z$aog9=9N`HeuhDGbaKsRM<=gz)zWsFrb?(AyjLOln@B0snMbLQNdcFr8g3Hv%5Hf1 zH_r~?9T_3bf$DvGu!!GEm)|xI&gH2z#r!5 z7n$xZvn|&$6`H{+W8<36(Z*Vy348FR8b7IYC6wNIFbhZ4FcRw|Yl#6tRYEu&7*k(L zI2|S6NVO+vKdjU&<2bZ;wcjrVx)Vmr5Eby8x>vmTFz^aDtTsAX4zb-UOis$O3oV(mHWa? zc`u|t4Am&v(tMQ{vTi_`6WAu|Aw1iq3n9U#BUYsGQAyaSBWOz?6Fu#2Q#U>#fpAHe?NHjhi2U& zZ%iBPrC-(|Ni`j} zI$8#H*c<`DTPs&=Z1qZeSSWF+3G@?&GdT@AEFBYD{WFk-Rs>|BI00E9Ko;l|kfrb$ z$kN$pgUjWN2Ll#x5+Pd(4-K0p*RBcywaQn=manYFw%ZtBxj%yCU&qfsP`iGLqnHAF zkU=oNH#Z#b%WeZ~NGuI}9T}VXtw6xa;hyUF9+^F!2DtNtAr8{;hk&}ms@in{q1}UN zlj6}~Y)8W{3YJW;=)nT^pG{c4^kGW)o8uD%=RmbZQZdY?y*Sk7Q?a~FNHMC7RWZz3 zuDDz`3^1+i?hP&HP2BR%6h|@dMqMPQp$0zCE$U+ibwSj@XW_1}D%d;|%fB))Y{Sbi zd$Ck;lkk)1XyQLSU3>p7XaiQ&KAq9?^U+MWO=vwffcy6W{HFu%1Ehib0e>hrut#Tz zw~`dOk1A9X5!AN3U6Hg*$}K|(d>Mxgt`efzo`~`xg!*;IQ^wBXwE%_~hgX_}BMcuH zvY3`T9|$^!`C#>-?Bl&cZ2&W%Lxtq9;Py(kD7zOt4#BB-*PPW??BGi>#D%V4W_DX6 zK9mbEFq~1A;C=n#N~Yz#8a$GWh4!hj{P=Pt8PNu!<9g#m>mik-oP^X@^!!dC$roRK zW-JoDCK%by2_-`h&+oMG-*B65p-yR!G-HA0JhBU%!dsu&k|Er!mUA@EVq(MJt!8k9 zzE^%O($MqVB-3|-oDmQ))xsUP-)woipPK~)*t(Im+z-9q;)k_o3s>Zd7X3M9!P06l zu1cOnI+EN|%;ox&!{{x&jBr}{C)oU>29M67?rRWLvu7mrgT&C6nD_%tvVV=nDwA?y z(Ov`wbwl5CQruEyj-t==9F0{c;EEf1Jg2F<6LFRsGCXIIGG{?we^}~vO5|eEt7|*{ z;QOm@fTO7GxO|t$ezw7vU!mR_duCR1PBC7u+1j7OIq>JryA)2EbWduB*){ z7_*zP>H?wRxfkadmcxdo=sAS*0&D%l3{G-0#CI$DdXsv3Of0iX<^7PHke>_IhcOWV z$+JvMGq4IrIMt`k;@^=OtI(Inq>V*#eM+D+C*sRPfB))FF)K@>E#^4eB`9C(ls0EB zVkspu10fkB8tX;qO66@-yt&e-e{Q{5H7~ zlG1=<8o7XJR}F(H!#M^4Ea?5VHn5KKF>t$+p3%dQ9^Vs_0+taB`MuVTk{;fJlKv5( zM1bTfSQUhE6VaIba6ZZR6U&9a1!Ogof6y8SKx<+EtyyER0JO#@o&w;!M1Jy-et6NF zqVr${cxCfe=e)e9?@V-k_~t?ReRu4sUl#O>1SJDaGR?I5@4W+kB#U_W&JoAT7OHUm z6K1HfDja_1dBU9C4s*q=i_vk2FnzlsD!`9639cpA#_Z%!k3W5>Qmq;w!Tf_+=3~ls zE`+6NrBm&=uc1fn819&0D{D5b3a?CRmp4=@!o|Usk?v<~!X117MM$(-W8J5X*KY{a z2QQ!Ggr|V$?_(Bqh`xL;n?I-%0a9Tbx$i41xQdnV!Q+a`fp}k&I~Jb&K?&NY$+U2_ z?W?V}>igkUuTb9K&az>RZhwQf2&F8d&xs+WJ}=$76puPo#0@hMZb~-Yq;t^TMkycm z(t+^8jz+1zMo-^Yo?Jen&CP;p4U@yYXyrA^5l|N*Mk+Ia2y~Lqmz|c1Wqw zZPWkrux#$ks6b9+8uJQsL?MFv1%a6RhZhYOr#KHV2)6Fgbo6a$f_)iXM{%FS>Jrqj zguw3q4X(w1(gh{ALuf-4Fa5jQ9uT&^Ib|KauYwA8S@}_kvo5hpBHn;6tSpRP*H@>U z5r)3^7C6q|qt4WO>s%Ud_T4INVX-HI{a~K#pEO}8t#HwV zERfq?9gZ2f`@jcEt>*RW)8!?`eK+)80F-UB;V@TtC0y>&F%I1V76IQTW5&s9M3W)bPab?#RblIEN zVKWH=Ke(oT=v3(1Q{>;BnrArYHD^D^?Yg??%CyF^FlLmG zz(X`wn)LXG|9akzE}b}osm$#adKJGN=32X`Z(3QlSZEVI&#Ot4XpzQA*~D$Y4Gkg# znOi8M^%{m!Dr~qXi(5Jq{OGFUGqVtIv&j@c{#CXz`@TNb#&VG@DG>Nd_VF**m02}W zkL`hZ(&Rv2v*+fE1wN$%(_K}(z~s7-#sYW-{+Bq&WQGq&RR_v;Q0{xW10mdv&47I1 zLqu;fs(TYz_uw71QY@a zXwdJ&fc0G(G*{I;9)Abw8p{RtM1)6rhuT<^f&weM#wzZ=6F)zKJ&^*~16+xb1OEXt z%Bx1Z2R)tx!!=aC17^#AW_bLcnYXPHqt6@_bOwaE>I%;)jg_Bl7i!crN8sdHXn)|R zddH%SOw1j<<@hq^8Q-lQ6J5+fx#QPQyz192SnRZT;5Y+EuX5_nsPFm7?&3ZJRWU5J z%dXj5Aeb)8*5M>?$TsFweQdEFz4Z)#LkwHH9_z-NJ4&|uv$f+$ZOd~z-*IIJ}GpJ$w||z`aM&4aIJ(dQ^Po8^P@uh%))xPLi?MA^+ts@Ebv?;g6t`s zsT);+M(NEFPnT*~6>&1vr`FG>4YmlQNz@~rp2E>ACv)E!{)dI_#(CPTPdm5M<0!aJ zilHJbSEOWHXB_OLf9>LM$gUix;VP%Lj$}@0!e5lqSD1~^VBQ*`3P-_yA`L`YW^p8j z{nZ#X-%^MOjUreXhBH|i7S|19bQa#1tton10zkEx{S@B~V=Rg1_hAYSMn4aO{#Btt zIJNvY?*JBeHK|$L%*Xg{Yiy6DiZ0`0vF(Bc_CF2t72L}ifFG_26H?$5E+7PTO(vLfB49&=g=d81-$Qa|)&}??t>mpm| zy>>U;l1ARUHaSWDH~r9g`bJ6daf)Ds=fq|kSKxHUMCtO?9Mu17)CqOb&Jfk2`=>fF zXP>s#*+oEcZtedStA$G-QL7@xf<&c-$qS$IiyNJhJE#8g6uEEoMoTnP8dV^;zs36Ns-8t@TP~ZN8Sc8`FIu2 zCQl%Q^Ltass{`qN2B{Vq)^Lg)d~8|8Lb}u*svd>BVd)@YPN_5{Me)DqIzEUZ%G{h8 zRr`4hUhO=r7Ga@8A)mPya5AaHLNg$hE8sJiFR-FVdH68@KCq!5kN_)13S`IKr{mPy zhviv!>rvy%8+_#V4WfvyGscp^51)TEslh#1%S!%xju`iaYi#7Vy0FOjzJ56T!`DOI z5QkxM{OafNSl}Ava9iETb~`)Vs1J3RouzZAot3+<0)S2{fVnRv|$xYZieKUCvk z3uQltC4TIoQyEr@fAO*B!!x0T%vkcKJs>ronEG}33qjOP4MU>V6e{_I_BS{>1-4-~ zLMC6^8LP$pmz4=SPfS(mFW%%d)R+~k5!r=tZ;CeUdMG^V1c&2|HIk)(U3nwNt>xVuF zF7>rG24`4Eb}DRDV9zw)7_umGg$VbiWD&=AEx|x2Ia;t>iZW-RMEaKQ;erkuxOfLw z%NzKU{kb#6tzD&ul{_-%^fBRoYKlSa4;}T$+8uM4LWJZ*P)Jl+Q4Z}fa6U@ERMN`G zvaNAkoFJdbN&*XPZBSTVU3t@1lAB~#r9i}~ue(5Qicv#-{F&&%)|mB-o%UTA>+RXb zFxNipvP<#5uBK-mf97ir#Dbd0&LZC|6r|Ee*J*Ld4!dZ(N7mU*+g*y6<5>Q?r8Ji59*jf`!ST8HuZD`p9ZrIQkJ7^9>s6n_YTKx1OEV zrp~2r7yH{@Gc+nNBcqffNB86Kg5yR!o?Cd`MC!NZ+lso{m6B>=oA8s!Gcs#F}@!55uNh?B%verjzGEb*cyw8^u zM832p1Bwi&;w1xloeRw7>4-;zAWc5X!d{TLXWJd5W3!RPVO0Z9y3y8+a@wa1SfDOs zF^q3ja}^@PKHB3Qvy*N&C)LP+FeQg5w{_WP9eb>j6=08ru>46ui{|rmksS|hLG%Bg zu>6R8m8~Zhh$`a+qRN`Yr+@7rqsq(y+1EE({P!=~xPKvf(qW(|&~Crmc2`cs!+^ej ze0tlaq{reeKAJ8THcQUHI_-}@`9krYUmsT}eYV*vkcs!+alk%k97!HO3d8{%kLv~2 zXLr@Tc8#@xGo}HXeZ~SCngQtj!*E9AcT3dovxc+!|H5%%)ixR9IDnm!rlbNr4@CBS zqZ8S4`lusdOllyNsySAL_?>>FAg@OL+xG2kyl}(RuH=cs%3z;6%DQ?P`|dqIq-KkQ zM5Xg}{xf8vDNE4KpvkSu7-yef1QWn|6KnGdV>W{!Ga1_3O47WojDg{8Mh%w+>ecwX z^#1_s7ns2C|K6dvEmCiJ+mywi+tKm;M=_nJ!@t*h+u-Jl4xo*{hmf{nmPq#}VSxL? zMO=wDCldqteTst zZ`}Rhoc5{;K2!Kd#)4w{@G8M~0@MHBy;cBS+6rp{T$SS<1J0XxXTJdLZ>+rS{++EB z#kRq1-IYebxV(ft{dWa0U?=9tLHLCngrwW{q=}g$`|6JDk{5DZ=6P<%#l0RmEY-Cv5?7lkbwi;;w%kzAmL~a_eHkK5IOrk=+{MwUBv6Wlr}@dLJTVUPbW=J4 zs2(ZZ+*bxAC#FdKz3H25a$bL6^k*xDYc_=|)68jP!-!CX&U1*tDZYon>5YnVG5@)q zX5?7*S+%Z8aQOx3i7^?glwCn?ghOv!uef1UNeARWj_q?60GoP^4*0hW|D6y} zI}FMi1B@0%qtO2>W1mOxOy}6;2^Bkp=tDOL7jQx{(UI;u{yAj?)54>?p=us1& zBra2m00rtZtzzA8SDl5TWbx7WtbQWKW%s@S$~c`qXfS+G0`oUmeHx51;x&zUOs>d=m09DCLg+MwXVDhnIwwwEI~r&p%@ z(NmJ8y_H#=Dg<2Kvk4HM=rWq)rp~|9ISa)%H-(E>sTY6!UN%C2^UX~CH7M8+jGdq$ z;FmLSkMC_jHdUH-TZ#A^#M6pwkE_pwYg8wen=<8N*H3<@^q^CfBsp^jb8I#AoWE~O za&`$W29npeNvVq6hZT+dAG!{|P}W;7w64C!S`cw;{~6X3@)NB`?q^sx%1^ZJ_Jy#n zkV{&D==0UNu(b&h?H^41OCx#X zm?$$HiOaR1%hHoLSIl0Fc~BBg9T^Zsph070woi2&1#S=?QY}~lC7@E2wo^i3$i%(g z5Zq%vx=j)KO-XjF=IU_kb}q^4l9jVcW-9cj`$m=*NfNy{=vi}IZl4#-h%htjl~LEv zG%5o5$~BCwUi$Q-<#p?_1DztMb zQh9E*Z)9U+B6F%uDl_wUsunQcBZ*!{@BElQT0HxSSrf#T8xMK* zQwjFPEG~#No~mgCe12ckW#m_^62sY&uiQGWAtG2l&S?6Z>xc82IfOCKuJv_`@^I=< z3Q?YVbWMz|2~BZs#;fQ zlV>}H-ce5KbJoYB_^roH5*UWRs2uY7ZpsN@I;_;|Z;eoZ)aX3|y`Rn~6wy{|=NcaO zN-y}j87t>3;}pw1yAL|QA4~~85ZY@k9yRihEU*z zKH9*aP%?cL?CpE+QkI;o4ogqA_`yVBd< zp;(VuYM@kYRZsm-I>5LO{7SYwQT%@8YbA3EbOO`p|b5#e5$hR3i5l*xBd zwN5iw69t>{obEB~75uF+g|3Ep^v^=f1w|?A6Ucf_KmIwvEpKiNGC#YT+@i8^y$B-l zN@U7i&)}SF`gt0G=f+j39MOP%_7YD95gkgz;HD`9?gSg-p)<=Ye3+!$Ulz^x>W)Uf z1n}>QHcOaeUTx?tlJ;r%UL-A;)RZuX9y6by-2#`ZA3U4Hbpzf5IM$9{8svj}a`Ffw zye2EjW?xS4hw~`tv6VBD`UNOG>u;A!8C_)#IzPY4M^L3YV)lT!GaSre)gDWZ zfl)_Rhn6Ad6HVTc9k$?p9eyLYC&t=qYI_APeIVU0OF#PjPgJclyR2u#{+Z4%%8@q) zDA2Yg{eLm%rOVl-=6e131Y8xyE5gM&TP1#H?Z?+QYFx4m=SsjoYn#|-6{2tz0j zjdQhV@_06FHkm+$1f|zCwhHe6+D^~?tN7Mb={sS*CEn-~fE#6})GnLb4e{dj(9?~(av0FM3Y+Sv+aNz>! zEE}N{T{xS`-k*i8>cL=v+TB?7(qz<&N3n@5$t6c`h?tFVnCaEO^xtcpvQ_Fbd`~p# z+;?wV#17-cR1ht|6)fMX)K$93Wc_51!5XxSVvV&6hoJ4YL#}r|LC$wVAjdmakb@mL z$nFjUWYZ*s|Bzc8IBztAlE9m3g8!KU9|DiT=7TCRdj)5!nHPB+WLOm`sT1U@MXx2* zro(vDrXzUNSZc42{q}e1iYQyZv)DAL$g(wXMy>31`WoPMTh`)`b&5@ilrBJoqH1aC zo&$056JH|B{x;oW9zq? zC89>qtDiC|o*gbNwy8(u!Cra7Ovfc4WsbC!bv0hb{-)HW>)leXgaR(wX^aJ+-R*(c zPdR-)-BN5nJcNxMJ(%PTY8%dXxg{mr5O+nDN-@TtZ-x(craO$SNGGH>xR-h+5>NEM z2AECqyHRTRIDUTL=(8)oepVcnoZ+4MZ1;!5SrStR(83|<3n^I#9Gh@mVd@2G$98Gp zwm@;;1WvaCkROit6X$!+Py_Bg3w{0%b!oIy3%-bP2n~n>i0yu#1F#UCbBV35Fa$~L z!10clgylEf`wIRn=NsT*{30H`BXtIyavv@KP9+OJhJ?XE)^t<{?lC-Zn^^mHu*N7)s`G+pHVljyAs-A0_OdnW{%Xr5j()u_W}|nb)4D;1zWlXi#jC&Nqira)cXfN> zwW*6bL;s29ekiSs5bWjYAn6B!><`Z*0_@dm39vtqPgyR0;}8aP%P&uRnZ`J?N|tOS zRXXImE#tH}BHVdxo-ONSTN&XlH_cL>t*Q};Qr zyVc6arep=8&&Uk7YB;wL30%tNWgbNb<n(od?Oi^paw9?$ZvmzxKO!xlF|6onl;jQj`h2!(%xl=D9QNhRXa zUsmd;3d;g037{Y;Qc$ejW|ujJF3a5kM@fm^y_N(X;xIE z*q=YQkZE*{9r^Q#RVt6~-JgW=*|?8mB)T>_%DPE$Or>k{D?%$fvs(p8xiqxO2`u~M zR3{YKuK~qRNf}SLUU#=eZ{g>AT!B_AD{Ogb4Go{!*?4z3;y7Fu^hrs;-elRifUQW1 zho!Ejz-rG5i9tiEWW2V)^3#U(d)XySDsD-n;1lxfa;DNZhRUVOfJ55e!qR)rg$Cve zmXp~H4X~oNwXpk6x`PefMas4dHj_+(Zh}rkU~h0OyZwUwB$Mc_kP{KL7*%adVpE)H zSC6YQkM(M6u3?pjjqaD(2D>5ymj$6oPEj{1nX>L@$hcu6@{MLfD7Om6~r1>qdi2EZ*dl3rAC>d<|P)OrAn# zjJ`I)%lFvhAe*L+*Xd0mTif}~DPcv6X^yLxT{UU>W@-P1*#*B2TnCy5 znT2YxH>;}V(B#oPj4Guxiz}54Kgu^gTSqq~_*v_aOF0rijE<*Q7+#2LAZjM&1h0FOnFax9U9j7oOODWTh z|1OO-3tpZOzTRI_w(TosWC%Zr_Q4yb2fc-9D0&ErJGy|E^Ku*_Vbpp`)WDi>YNfAH zve3P+k@)r3!Bubo%4r~-iQ1UhCjf{q9P7LI%#gRG+L7~Ig}fVk%9;=$RmRDDYWRkT z$jm}Tr-G5Wa^@}3g7f!#h*~?0Gh(8ze(^DnTEb&E8qj0F4dKx^4d~Hl_2E$)_2^MQ z>cbofxFb^#-&8L%2q38}9+ivUAh z__4mv0XNDfxOEIBBy|jrAU!kRstj&+%M$og`H!3>zHByln_v0Y99n&sm&V$m5w_N8 z3Ae{HefX^V({t<{{;TrumIVkPPOWjI;e`1(g~#nWCd~E=B%`wX%KiCCC2BK92UcO* z+=c%88FEr;QdWLZ{*}*!!MHRc;^g8^P;TfX+!$U2%wcuIZ3IHfpEkJ$l)MK!(9CX* zH~98q0&#I<*ghHJ?ek$aVfDb=)g3np2Z*;LY35lGfFU!LrPyXop_$k_QlmJ|Auq0)*J103mj$K!_bW5MqY~gw^38l45#M_6V_kde5G_ zKXF`(mfLqqmE@O`0OIRj0`YYlA=G9RXUk0T|8doj}{&thf{wHD&nSPR4K>RYwIk1dPhc<6X>I*8Q69o20bk zYOo+WK(9f3r7>!e6vup7t0w|g;dvbblH!~+UsFwuTz*@kD)DtmLZ1PB1=n z1~*T#M&6qk>{)BsjE(l>z@9V|eI#1K|C#^LvQ=3_29Ff~edE$(Bq!h7FORyTL9qiX zeAb=6q-VV6YIw&Bjw0$b1*O{J41IXdS-)=gruap8tR1A-(-aktgsKZqGl1^9qAIGM z&Pn8Gm#XrOO?KW_Y$_eWPN=;8qhYyqu`g4qFC?axq!a`Tp0=Jnwh)qLZ~V09e&?}PMAxqDGDe;OH?{D61jdO^v? z0SP1yN^i4r0{}5KIc7}nT{45;=5s!rbF;J&20yODzUCngiSR$gGY%|^zojyW@(Sa! ziSmZJvYB$<+Y?qb@Cn5j{|r93CpON=HJv-;_*FgM;oHVHv>58pY9^%xoPd5n^@2;G ztFf&V#dM@VMec7eG2xgIO4aZU29X=fc~ZX3=i7Po;IP<0}fbhBn^hshOr;%f+m`OhQ|w;>2EW?b-cWK=-vgsS$-C4|L*6I!p^6i5Hs84WO3!QEeI+pH{*9UV%il2wyrA4?SrgoLW~*v;W}UT#KAiVkyYy0&gnVBq10(>< zpo2^FUA-{l}s_Om7KR! z9(aV7XgPd>i7CL%6pE;F{9p-fvkQV*PTNILYZgk71yzE3&{WgBeqv^wdhr0C`^`u= zSApoL9MS3IQde0b%eMCH%m*MFegG-|t!KlS-qC0$&)fRL+8+ zIx8=S2FD%XdHdw=28U~y>WQ?IJSRgR!8!Ypnw37elnzZG??JOMu$41so%)@pme?t~9#nCd6^=)}els=aHs749&h_^7T2i`XSF$!g zvRtRY^xawalkp1t_+o=enWr)yUFK01FKVsOyQ&^}5#KzMEID~|syeURlG7zSm$XUC z`jkWED2cd&G>>jM%pc2Jgn1o-xQ@Ve>!cm(dnnZ?yBs#}BS!SOBO{ibY*9lACwZrU zDn#3L3MD}93l?0@NCbtxkxTq^&;kadF^9qM%wec_sVJX}C2X760>e?F%&#EhieR>( zpfu8ZX)ka1yLVQ1PdK(0r+!Nk{0ZK(J}kSq+Ou%pUKf33=0Va|)`+tT@a@nIZNksIe(K&& zlH~Q%^%Hw&Rj6*5O=un#u-@#_nr8id;r0vae_$F9&N0uSEiUVQ;9>PeW7RG07P`w; zP~1tdfyj4FAo3kpiv|GjKd5|{8Pkhl24Hp)fY~(C;%wr6DV8edp8+&BbElfwYk*V2 zcm5}cX1;~!E}IbV81&}VzYl%ZaMn-G9jves_g)b+5HZj~nE{w?9ln2<`XDn3Lx!+R zNKFEWfqx0az;6V=mFztUwL?REu+-2O@Lpj7G4S|MA*OMZ6Yy^?ZKy{JFr0ZLUetHs z3?R6f1;vjBwc#T#`f8?7ig(EHce1C(L@6M?ZA+=%JsWFm)kqsJsJ^&8S8ch}a*gzU zD0GmHN?d?njqADUFOeQIgT)#v-}8@$OBW>& zY!mV3-T28#r+Ou?2|XU6Q{!&eX8xDEQ?>JAE}g+kMy7MOn3!^E;Hj$$q4cklnC@P2 z4;7^ij($}_X@j#EN@=^Zd%1kPq6f!=jIZ zd59R@P@HfWc2S&&2st!RJnrjgC>2T1A2O`)etO5SA__3;@0J>bRljeaiT|CUQYt-n z#%D4-1YmpMtfW8m=<+s-1URMiSpI7`Ll^wBz)4?>h5@}fl)(coz1u5dpSL_)iZKDR zhiUbG55r2&>YE2XLCc~U&k4MXpNGz;07HWAv0g&9`Jyz}0qvP-SD}mp4-x&YYKc1L zt_;B3WN(?sttjGTbk?a>q7Qe=^CFXF*+Wxc@p~&n5=tqXx-I;B13Op9iSi4q=rB3% zLBEdA=~73IkZObjf<*Z+)1G6VN|ke-s$9BT&lka(6~~hPJ)9e$1lM{fjYM8S4Ne_l?3VC5yzq z=I9q%fPf*L_$5?uoNsZV>k*gR>KwN}O!)td*uaG%(Z$!sE|*^oY7ey@;6!nd1gb}sDAf-n|IaO^wq&hxybPg>b|lDoHfIr7|)#nMD_#_ zISN4J2`z?tl=iEPUHXECEB}*hspTz>11Vb>Uj<44mzOa#8Ydn?WRPe1`WBcE{vDWk z-j*qI*?)-B6wxvWd;PkgKzC+RWb=JNj_!;wt5TJ48Kpsm<3P=Xtzen|m&Pl<*tlKU z>?Y~+V6vCrw^1!dSF3x8%|}BJE}uHQ9u2$&J{YF^Rzo*Jmsf>I^&5==&9CSB9&ZP9 zyLEY0$&eYC0yNk7KXjs-zcMF7D2A5mYFj-YMzeN*F3WAG)FOOe8@rq<%4j~$7KS^A z0exupdtAhhvYaCis?`W|ZfLJn2K+PFv6j$ZU}`BsFSy%&3IxSr;tYgp-J4+`b>}VB3BEt9WP4u zI&jRsnIh1>dBHvRTJ0g)5GYWeu6T@?Jv(u&$TJ9LIyUl6XbJ3def6xYVk2 zE97cof?8C!bn7iooae`C=Ff92t7XQ3Nb9apLCF^9dG)qKbujNE>5R7|NBJK2(~zgT ztlW&{dAFpQlQyHv78l#C4i?$lG2soI;V7`uoQ)8uFya>6^macJ)_gXWby^;C9mfEQ zzvTK!8P~l#^HSEBBN!)~74cr!7(H0e$j?oEOLc@r3ZKOEuVm{@c{^U|du26rTzg#? zEW>N2T-fKfZXOFQos$9_o<_{297RR3XwC^N^Udhmk74P%fj}|bRz(uf;ujpuy{U*W z?dBz&LZ(9h!w7QPh&>&7PoEOb$Fx}`)|&`@gGEonM+%#tDhm8NCQ5|`JV(WTEmpiJ zVwze8mZ3S(r0XE`HQ0Sha7thgv~=)g9Lcmh?Mbke+C z#cw{NIPaHY8Yegiv^xdF#QgG^MlbFC%HRV!P?KII9eN#Ncb+gP^tg%}WZXOw^IBm4 zE4S67Y)@3D^VgB6apx0autaFzd3U6^tD$aG2crqC6}nEf6gv&D!s%!KCP}$j{dt4{ zuIOy_cqq?%BNxBt7GXT}-j% zUW@GG-!1`*N0aL54|&S^FS+HW#|ObS(nEu$)QK>#F;1_}{4;$oqF%HACc0%sSFmyO|c2#!s_u<$DfD zJQFdIEY0rkczOD~OnF-U%PhIgSZ;Io^xwZG;-Z-?!rd+c_P~|xVl2z5m|#m|CZ$#B zaFvfI@VaUzZpPZBX{DBOK1(yf)u@@=W;jncwbw{O6v1OomoY^*(%F~LgK#a~m5tPAY=N?*tTa}MwmEyMzn{wgP8e*VFBS5U zNbV0STs3#W(zdL`)XuK_c$&gaz| zGpW8D9y;6jI9!^jfD){>?_n7W9cN>d;&|JOZZ_sehZ-~$`d634y<7%uZC$$kh0chC z#$Ji+QkW}k9i8Z)LOgR$lF2jRm2)I{(=m|Rr)rNfvDz1k_i~We+Yiah(jMVooq>91 z21S`vJ*l~*wf|UyrIB%ZW95imXXQu>5WZ-Y{%qItD}*E1{!e8&k8ugCfWCXBuTe>p zGeD222@3Tz<)NV_sMcViCeQi#BkyT#9$sV_@$?tBLa@oA!bu+QJa6ElC2@jA`#o)GR{~5Ssqk@*vy> zQ+3_j9Tqy#R8UJB?Ophx<7}FO=G-1t)mv*zB55^!+B369q-;w(!P#`igWTJcv#Wk+ zrr;e0eAF8^(UJ)ZJ87)C813;bBN(gxf;K!_U555}pt=H$V4%7RZMeVsD_T;2buHTC zem8eaXwf%?U-dZ>c-0sU7;p)!u1mR{;~etxmzq=;wY`De#xlOkG<`rKMvDpSsLf;++= zG`AK@++|3mvT?lkQ>^XceC_4U=l!H@lmL(qMpH@1N+&Y(_Gtzb1Mkw#e{N6;rivZ*}|m{pDF@n%pW4aSR&@XxEp42fU2L zO?`R{Ua^JZ+i2R5*${G6w2Oj^4)3?BF*qqnA zO8js@m2Fu)ZYwmEbOv366gSyk*~a4jb~fE|C60|ng$tx~E0y-))Gm)ZCLnJ6F#2}$ z10Y^Rs$$Kwlix5r|H$K`!#=^mb3O=w_;$Ax*WH{XsH<6OtX}NvKJxsk>9GK&O$S?o zZ;N%xlQ#c>rGP{aHXvYNM^JgUU%Gyb0aYofp5Z~lIHp{@f1@RRVxDD84hjzvsi&|4Oy5QE5|B-X zXlp3I0!4D*tpLo%wmtei#+Q(1iO2!4IqVjjKS@X#bWbi9mvn8FrbbN4TWXy|teZGm zZ+>!DZ?#<4Q7-9xz{5NxE}R1|eg^2@CfntSBhT`N4hd<{1NzrL#DL} zd1XX45v$FL1Ejq}h6`Q)m{kM)?QwPxW5R!cG`$tIPPN>>K>GX^q^~0cGyssE4&|9K zatVA6`45oxk2O7>;8SveXb{h0pfy}#b|<6n{MGst1o6>`T#`MHT-G8By7@y9Rc~;5 zm1jx0XuN!q3@DxNltceg8r>N1msjlu+ZTyx%{aAR1w-vV|1@b!qh7{QDgbt)2dM9+=)g(Z=Nf9Mx z%|6M8=iY_Pl0;^CTO&JIMtR#oGXZ3Kp5h@p2<}97um@>9f2Rt%Q!(DD`j9F!L1d{c zyhvcAq`|k2`~_=N+xeRxDEgD)A%za4Abcy3I#EWQ*q*jfMJ;QAK_Yma89;gbPDDA- zUVc3H0e(wBXvNzh62RLV7^Nda3MqF2?XA$J+RNX}*SR-#n}_g!iPw1{cu9v;MM^|1 z2ZBMKw^^i{Ks|QslebnnMK+X+?{jqitDyTJvY@08vf%WcPcg-uB#4iD)EQ7x%pt7; z5WJ%l0LQy{w~l`z9XAQxI`(!rl?JkQz(L7?Rd5vjZIwcox7B1LtC2L6M$J&Vigp@mh2PqHOT+tA_ZzkD^b#Ra_R`+Agcwbt35SBl~ZQg8+p;vc$$}~8~)DN zZE=1}*G_~e{^1lLOd#^=AU+vU3dk&3CuAj)w^lkuu9S7@30HgOvBVPO+ zA~8JoiBUSwPJ|4;YzcK#JOIk++&iQ1r3|6^M)g z*((}kuf%~0N9khk+6V|hgHt*YD6)neWDUx<1s3S= z6D=jNunB%vtD+At04!;t`Vso$g=!7-;pu8E^rY!(ZS=>})w<{e)75(D|BJb|j*8>y z)<%Q74DK?xLvSZJ!JQz%-3b~9E`tY12=4AK!DW!(4uRkVNFaD{_!@rik@u`~*Ijpg z|J=2Bc317%Rb5oi%+pPF{cK9>2G6ZNb8wfN#f%&53uEm z=-|EE$|T@NSB@R2j^53l^}9Uq$(pY9&R-#>N7L*mI!bVNKxo2gqI8&ZG!|ZIXsmHu ze7{KGK;wW5gmu6GVI2`{fXDu|iv!@NUwrb@_W*wSfBXX&z`ArKWRK$Xzdy18QR#Lr zcaMARTY&eV8SoweZh8d3O^?>DOa`n`_u{|2_CRDh;47$U1bhWHPtN)fV2?GVK?c)L z#_s|3#roBDyr2r%`XNx~$y;CL{a>DY5a79gb_)QWd(42`!8wr(LcJ@_b${b`SAY{k zk9q6U3DOqomKQ%{~Hpm4b2F3*;I>_0hOL~wF+$CmPb?Sl;(Sydq ziLRoT7l@@33SAGLQC_Cpy%qZkg=s!mUvwFXgSWrT@{+dbWAnYLi82kU-6-ui)tT@3 z3>2xa!g>V- zm-}C4#lvsLgqW)!MLfKwYG+Bu$|U=K8ZNs!IVF*i8zL2A?Lkt^ezBr0(j&HUC7=J1 zUj*7Jt?qqd(i8g45k*@8{%DlS1*0&$s-bl&YYs zGeRvB8wusF)rhkNw{{ZBH{0#0$8!=&3&1JPKNVCbWtD+S6jbL-NY1rlM@i2WFbZDX z*nMRXnTbQ(M5p_p`S)HZLbd?$!}LpySSdKWNlmsKMA12TnQWd{Qw)y3Uw_uE8+|Z< zPyqY1zqqNED-gP0fGe8`5QUxF@1ju3%=(r3A){C{M@V!|_tSj&hAfRnX55Wajr8?r z8aXPD_s+Cc#NzUPj$Wqdw+i!`AI z|5iq_@JNeJ>&6K|qwq)vzI58F43GIofky5$O&LD(hBm8Kuk)NssBWVga2dQ&(XUXTB zsYQz(@}|XHGU-o*y!32b&;wRKiGox)ml?%or=ko^#8A10Xr$Y@ZiRtmSDI#vibF7B zVu)Pr)qMLQz9HXfWLL;$DWq4(XDPTgRdW6g2|FQ(+4fB@jq}RR$L?~6l!#}iN;m&0 zHJbZKP3)d?tWD!1P=Fg&ecUo2pmAjvV?VnjU&v)13Qzi~U%xCa22=;Qh%~J%=BZ_A z>M>I^r6+1rAl`_4Atl7IuV(pTK{Ux;9#IfnPuUo~`Z*@>&*@PjQ#WO(jkz0}=ny}> zqz)!2uIawJ7tQXMpHtz#fi3Wc6{SbN(t)jhpn~UvJR)sq$XLunE0(V$lzvGskM1+}K04Xl*&V}+_eft541hRSRk(T}AmJ1g>D^(5qtk~FzRI^GX+YD8uq7SxDZDu{(1 zjd-QjIHUFk(-%Z~$IBb_Ok1<M6ju zp+ArQFOg;!-piDqmRm63LU9oS^>SG#s@}JmSukkW2Ns_^_dsVCRw9l{%#yY4Oes7rE z`#D*{F!L(#faRVc|BgD1Jt}>$9o07uS`tW|2Cy9M>)aqlmM}!Xngr4W`3I-bk%)OB zrq89pKq)Fv$_!DG#+RngLj~iiBP2uu3paP=mQdA+oV<9-44p~?uk86w)|ieaRU&L% zo2oG4cml6|M$d~Nr(M0^`V3?4|9jeWv^rk;vEzgJfiBHSM*)q)?f3C&Qp(u=%Wv^S z&3{_5w)_R1Y*yO0iUta0&F&TOz2l3-Gqtm;Ei5YV@LERw^6;Pnm0n5M;qPJwTR&||5<#)cF7~zVO z7aoA|L>cM+Ds3rY6#VjI)t@i>Eio^T>{#PQ#UF?<-}G`_nbTpc)Z#IQ@ONf=&FWga z`d5NzHgegrFt84X+C7~=ut<_peD537j=>!ZpZWW3`OT%Lbp6IKTN;My_X!ToKbA_Y zq$>3mK{HCVOD<`27#UWtn=u|2jSQ_H2JRyxznm5r37SfBgH>)s(G)S^u|O z`C`%3_s#LDJ2UcYnV27B!aSbuDl}ZCyDV)FHuY+iZ<-;F(@EM6Nm&(U>E|kyUrDk` zvyo{ArmcCG_Ug-8ly54c94D={uLbrpnVVjTYt3YCTwf}1nX%qaeoE>ZuZ>#H@zNit zbgfuK{4n3ow^yI+aIT`r_rBQCsPfb<`D|0CBb$mwEGX+B%AlB`ZBa;c3BOrI)w9;) zrovjqjl%0GQC;#=x9^bIA(Q>~5s3Hikct=*x)(@{@h4M|6_2CMca~j%qOup|@Cvbx z#K=ZircUkEP}c#8!l}Kq3LcUU&c;lAFFCEcNt^TD**H6raAu3xs?_gVW3jm?vH?%_ z)vVmiM%)NG`)P$no9&7l#WQM~VBEU-l5;Zx($8-V!R6lQ2=U$pDTrmms2Ncf~uOriA;!nrR z%KbVT*ur(a8cf^Jl#BZyX7+9Leu!b~qt8tHOuJ1JPoE{PUBZKtgdHBu{g0s864{$J zgzJ8?mopyf@#kK+8j2cjgc{L|tr(>;A6MLG!LomZ>_FgV^2Vr-w{iLiLm1HFU&t&c zWydXrB@gt{zl4&Tt83&IYTJFoM8C%EjIkU{d9WTCnZ{R{`}{`rbtfMY)?Lj1t+(3J zOJOu9^fj)<7csX~h|k}Ko=#kAV>50~)3aag?dzURvHc{^{>h-+DEwyXMi!lwh}kMV zR~n7BmKNMnquR}?d{0ZDAKBe~m0Q<_I~(3&x;FRME7EO+v&ARKG&nTzf>lH2KDSZV zWg^L!)hX4Z=00%I*S|#Or+oUMA6=wOSSQ7D<e|%H`mJueIawTZUOtMA1D$NioEH+-51BnxN$rPerVUSmH$9p#k(aLglL| zXo|QFePJx6DQf^Co}j43$|*i4XNaErhL~e}V|*9!)RF;Tj{fP-jZrZkBird!?axXB zwF;l#DvXG}zo{qEE;aqHpaf=?QFD?NN?K^Ob)&B`*fS9c&*uDDk6gHnPX46d;VWIVZysfSLTfRbQVXD=>erXeAXk1oBLifmo4 zO3!uG*{kAmr3Mhqi@;eVY`-!7BZpAwbF#ZgCExc*2MTUZ9(a3drtFo`xcQy4>1o5+(edY`2drATKs~Jd z^k#E-ET6R5x?VFWjoq;qa`L8^wB$SZ{0i!=xF4KrwH&DmR%?*D&Bx2WKUx%3Cr~;% zBGIA4jlrQK+CW?*?`p?(Mm2_dzBY}B2Rx~ml%&jIk*BN(mVUWsTu zIMW=NiXhHO@I0d*1Ux@<@X^QKJcdEkV)Z-G)-YCTGv9zWj`YvUSgtJegy$lee~LiQ zMT!3uvHnw}Y_Ylt)WS_=Q0-R^e&C;d#Gdr?0kh{lVqA!irWt2JqW45;+C%+uP7nr{ zAskoovVJ{sFE^tR17!WCB=AmT;HL1@{|)N>1Q{TAqYD zbF+8%Lo?qOrONjWcB^I9`YCG&6-5>A32If7>4-@=yq1hCx9b2z&U)8XsKhufynC89ds{Los7mA6ZCi7Y5W zx#VC^#PG@~X!Xo7(MeRbOS4B(NV6}0_nBvG-cawfsM%0s+R%WCj;)@bS@kdlYpxBI zz9t(pDhrMcs=--#KkB^qh2OoI-j9^U01?xwEnB5MgPd^MZ`xb&RcPc1!3YnC|JZah0tlxsT5Y*P|!T%Tu(K4?P}LX`K>`){s{cu3KVsr7Jl zzX;YAfaQMvYO-cUzwX|krhYo|SI?)vh2(MCU?>A?1M zQqSgl9uun_%-;}Ywr>BLGCHCIyEMmve(2xBvt8hA8Mq`gSqC~TqFNM(zHsHWP{)*- z$ml6g%>`0#q4W~$&;TZqRh)R;q1UMleNgMB zL4Zls&ZFQ}ws16RjCa7TrFsyaA_2a9trd`9i$*P2tSga-5(N?hPYG^uVpZ22hApN| z(jAaQwJpkl|&6mXvtVmm4ROZcjd&8UrTeX z2g3dAwGw1F0ocXSP1Nj>Xq(9?xJRX_C-45^MfYQJK}>wk^cpwrw-hT|%nBJPwXcRm z{yK%R?c}2lrpks>8hn$(UyUir?M(;qXnAv+g`+ylj;d{pL5P{#mx7U3V^VT^U$end z*YGpE3>7gJgW_|I_+8^sw3`Q&48BIz33>n72HTviK+>IZX*&$u60*~FJA`O}2x48! zU$E?cXJ>VHw~y=!5Bky*jBNi_O4@tuahlPvAJwoQ9l@XS6?~W6sM`7^gc$WsY?~%- zSW0X&N9e;jpBQo!aST@Pxrd>7cJ>1qF|hv-Izorj&vbs{k*66*#)H7Ar3OV7&J?OQ4}@K3XRq~ypKfwEo7V=8g1B& z31&4Uybus!)7hq}xYRqL(B(7mBqW3)2j;Q7kwu%F-C^b#le(7oF9ltKy_q{_AuMiK z#X`#ac=y*#v3YkPJ1o&`2o>6ILQ#3)UPPT8Lu zTDMRplmae!yVDPuaH`&*1zEJs_D90P34)f8=q9`!$ySccr$Bs$Xhs+`6#{kG_v-K{ zD_bBmrPVOlXs>I;f&JQbWHv;88!j9ZN+$Un6nHYJ4s@NXCgM&~+q;7eXoy-zUp}FM8)< zkv-lM^g#$|@M4FIZ2rqT7cJxQo>w0Pkp|BJ#WbKeemmYXl7T9V<2@1H z!bsU0hh%=C&F_v;R>ymgoB&1hAzAlg98A<9Uf?2T&^4T07NHW3%{?(v6%fd$t=7uYt`UB$|ppzndZ@z+$DPkC15SN%pC-gfN~ z9nDHseKrN&0=Cla%7H@$^{M+oxBb6obE!}lSV-(d+5UPf5)&7GDNHFN395Q z0H?a&WeW)Tv&3ZqQ|ABhtmhNYp312LtJDEJ%YgmUY4PD=wW9V<#pxUnzCMg2Z zJp2oo;rvRQ)QQRcQnYN55%MImWET}ch6>0?==a9H7``QitqmnT1$cE)y_11dB}lJV z`M+U|fN+>aRrGhwI$mTUzSYNqXB3H;*@j)51+BPI8N-&Mw8LwhJ?NZQ8n3P=Dl#`v zV9f9+(&B$VZ!2vfO_=4`z)?`f{bOuMOZrDb;oYG`PX%rEEYAXFBF}=(F0*Y~Woym0 zvU6)eL2Hx5Yke!{+3@dNlx1G{N+#mugye6~Zx8;wS5&fJBevKYHe1|%?4YA>GhR1o zy4`me88TZO>{})D`F|x@aI|SQD#WPo@x%zT+4hxr8#GBrrsL!a@2p=z9qm*`eAGTyG~pYg7qB(t5M# zv1Fd>+M!142i}`#qSa7V*r6b{rCFr|9RxlQ=hvf8$5&kuAOjS9SqIqV8q*nTWm0;F zO|ym{vlob23aehxqt|VYc$!pQ)sd&LbUGmY)PKkhd2Btyy#XCLcin}GK@+nli}ip! z9-DZsYV8igIn&=KbpoIkID5B;r|XZI3GQqqKl!_#YuJ~5`vr!Unf5JXA-o=ISg_Q{Eiqm+>72ri#}ky{<(G8-vNG>S6peb|uGF@E8DF1C*Q&;{F#~H&F%i(^!?%XhcgO zAB;t!Q%`(>y2y;aG$sf^I?|*1Rf`imm&0LoCHj2LTJ)&D#ygx!f>wG?e|)eAVGBV{ zKAQUda$WF(>Z!-ThjI<)zfpA^(f{A68oCZpbqAeUuFi&}4F63Xk&`0peMS`48StrV z-t6=H=Sz`oUUu0a0q2A$oklAnOMX7n!e&e$#ql`u{Ecp^bYP+NRDq&~z16Ic zcucvC_`~HPP|^9+w>-k{QMY#|VwsVDY?=o}%b9?a*vb>~Vxa03*DsoPC$4+}{^9qY zXoR`e{FTC|LY;xHi{&yTl+DS2+ku)*3lN=2&oKD41V3?Li`PYIw|nK-lFJZ-Y(`K3MQL|^NGvl1?$#YM?)QkG zKn2I{dP!$SNXU&FX52oYC;$}e9T_3{Kin`eJply|D^R5-GX(3z6H}~jS?~(kd3PPR z9Z;+Q3g>0Pz*=%Ryk({rwdAn3(c;$K;g1s_l7jcY8fl(?Vp#a1eraCS8p0@K1#ZKS zUte@hoOoSWv=wLu8oa*16wyz(FW!5x&X=!#Cd*B-f3U`vH+3vaL$Yu4b3T76aaMA= zc697i%ww~9wMU%Isk1<*@Lppp;-|7%U&IErr=J@6W;fC#wThn!*=FxxKedzJ9ZT)Q zv8y9jDV^3x5pRE*ng3dbJa5;mN`X@DY;RX4Px`VOgViTXNJpS5-jvGumC8GY)<|mx zZ@+@pq-FTCIg2FvPno0iy9d%uFBHs@>~(sf5veS|Loy5SkgVg@Fv`tpnnM5a zvr8(^^@w#p62dwQWK!l5TcwzlQ`{q4-Eqv4J);cEsv%RT`=dx@C(W+CY*GO9=+ zv){e}XzDYTaWlSUMl!-1880<)I^tt9y&f>6R!_gMb*U>E4BIg0j3s9&bi9)kIMZ&8 zer3a$rQmvJOGvyh#Ts(FnXY>@ffT@w)RVFscA|2Gw?myz^dmOUt2xNE^3yT4!TSKx zOtwr$#Xw4rw{tcVbq@o+R8#6d6yLnK3uW!{1qpFQPYor#Fkuh#dewF}r1P24Lv zbZ(c!A#Z$)y_C<(k7E55MCtLmQY-9lK7Lug_WR}F7#&WA^7CN9#Ujhm9_9{{@kU#= zcNNO!shW;yP%^t2=ATN9Cz8u;0V=n~1AX4(971_;jwID6kS2S~2HUUnR3xQ>YEYYp z9pRYWyF3~pwMvJ5iD+57QxM`5$C{~#H4*t#Bmvt(rp=TaDn0?mbY{teH#LKPg9ag} zau(3Oj>0FXoaJqtrjp7RSc;%v!2H-3Nxu}4MK5O77m3Ifkwy3SI@dHl9 z-iXm`WM@W6g1o5|&D5#a^ygd^^~Fi~RQtX=m9L_nq@G{Wy4UJ4R@Xk3CkJVMV-{Cf5|o}MD`*$hT*~B-Q?whA_MVjY zIy_C*!3M;x_72-^MJ=~u>UBr0q%T|&2XtdR2Z8$Z%hvj@_+Ks;&7~@((Z3RfN}WpK zetm#a@~0^^$~$U72PA%tc(jnSu1R-lMU?Z}7 z@#Y~M?J&0IS1jRo(vUdq%deoIns z)Atkn2D@iMy#Yqul)w?#k|5$15@ba#nYSAuB0Y%3HFeY{%42%9L6KH-dp_mcdk{rP zUm^CP)(h76Mw922D75zvAGCLsFEfnVE_1xsra`5)`y+RIpQ{aYsN2;h5{b`voO?1l z`3&8i2#N~lX&Bch(Zaq_W6icPS#N*8KWPQ|lMb`ya5)y}+*FT#MPJ5Cl{0LIfvixc z56AGkWWIZ!uZ-6P5@Ux!Mw71(7tvQTADA$K$AlhIB!?t5{N<<1N(+~>pDm`YAs*ab zL^c|-lr({Tx64N;$#IHBEusj+n+h1L*MKT15m1!?mW1R#A^I3ec{ik^u3OjSlx^h7 zKQL&5@I9JetN*A}J6C`l$s1?&wW>rcm0dPtmTO1sbLwAM7x!7Im%?B<>DYD8*hJw8 zQCMl_9LrqONEdJTW@ra^3;CIg<(~fdGvd;MvB80hu~K-I)5jf!C1f%xI@5zAL&Di$ zk$@P(W@VPzE@N$b)fgNSS-Yd?)Pivmubv0fr=4umy_iTx!r5XGi5SCf?AF(T`8d6x zLi#u*w?80`hyK7}28#&?!aatGObNu2>WB9u$&-g`bJDUkSsQza(H$v-anPY&64b%W z%v*ybqtwlg#|3jcdE7a_IC-mYE_`HLG)b47i=!HIM zmYa%3Vp>~#bDm1?4|g7vI=K2N)F0$rAeC{2DA*r%6f3oIC8lR~zj14@)+u63`k_4% zvlwDZ>73UmC|4NIKedt3GCi2Sr&i}8MK83nNxh}u&iJO48kc;$hx3C7V63G*K=I1?39V4ZmdlMd4*B?dxo1O@;%CGDXT!LIXG81TXG5vL zC&SmtPD9cW@2b=QbE)C)7^!G-+OsCPcxtaN{<%FSg{SlH3KWWE0p@?6yV1Jy zoJrJtJ{2*8*il^E)uHNg`o2qCLex=xz2$^+fhO6tsC(4aUqNUgnunpyF4E|f+ubSL zCf-S@OBAm-s>;;q)(<=bf01;vi6aZZTEPLBnlx5+-9ai~ax!h|kE!NG;A(du<6uj{Q-DG9?+LANMn2b(+S(S5 zBCV+K^>nUc>Vb>O&Ut#3&rEq~VXmd_NN}^OpV_vsOJTUiKmNjoCS7Ch_L~r5hn{6Yo{XZCa#DBMnqnnQbMz(F} zApjDdE>noYEjA%+*~E@DGFG(9VD7}jluh}j9d2L7eyg0TM8+z7w~HKE9<$GEGFD+_ zLkDu&6r@)RMCAMi1MTyr0}b;f0~LR<`$xyx*iJs3I4O=VYng8s6NS(~k$*ACs!4KX zaYapmn8KSG2R>qPg@B?Y!3jv@w=17pAr;u@%8fh-Q{U{4L&D-_0mxwYw*TmHbao_{C;Clg{$!qEOqGehBFB6=*63%?gNxN}wHY*nC+2=7w;_cT z*BT&XlUE0im|DRaq&~oELw_`7OX3g2jQ2C1(HXBKUrm&-2IaD_D4N6!f5RcNsH=mQ zP35@Wd>aw4&(a$ExJTo;MHz+oNSFW{5dy)x%8@SUjsO!tzrC9T5<$?_8*3|%{jGO)o>OEYU`2dl>LKt+9L&ZGw({f=10}L+>Fgyfcco0zF7Wc&P z2xQ+c7}qDGq+o!10f6CQ0fvW16=-_*?+j1VBupiU$k=4YBadqBR<2zi5K)kerg4Bo z6?L1);kO^4sa@SWv4bvuia=|PZF|9tyXJfDS=e%lwquZdKS<K_wude0Vv8#;5I$D=|OXd|TA(?1ZW)_kA*S42?)m*fqxD_a@QsJd`W3lEcXS zCvQJjq8G%R_6Rv{o4h9|NbdgEtV0sxM-B$6{`C5rIC=BXlqO>Cex80k>LR)Uf{me| zBSMTBk^0b-zp1?aJivNtGbHu5r=xC~=_xD1DUVIe0DPPVqu7i~1RalhGf zO+pR8J;=>@5si0_nr%E|zwE4+RLF=>x)7p{RO-6exk^4>6i2@DsOVyntv4Mjb&8fO ztQ1$qD|5KFb&EhX2uNepTDX~+ZPS{+neo#ZUG3UIoojvIQ7;+2D3zPbmkRn~*cEDkfI zJ+XguhBB^R^M%5_Pzb%N4`gH z$kiEDu#D0SX4~h(lu$@Yxt$Q3qy-k`ZL~7KqC{`>N`r!uHFO^m-3CFj|heeab2`54$zfu&S*rUTJ zf5h?-xO)$=4)!bQI-%Uj0+g*0x+r9NHt?9NJfYksvD6tb_Daf9EyGC$R}(EQ=Xj%m zQ$-ovfub_pfdV_3J&$y2UDCNabUFS3K+j_Hov135gJF^}o;F!P?U#=5A*Wv1@Z$s}V;Hr99&^SnFPd8JSM z41QB1PGIHTojEQ>FanRF;?f{(U^ZJDTP8#86`rXig1R&czBGtd3vem}${4j*TIs6a zfoXRhB;X$Hm$%8=t3)zG>BlSB&~e+1p&S@oPb|(04WMnJ*f} zH`c$bu7j&6U?hX$9lS>yZ?|-WXURm;cD|&NFhQd0_Le$pBkU^;J#MF{O z{4~;x$5tbZm}a3Olko7T1R|WS%Q){cN}I=L{oX3u#}{I;3jYw&JoDkL6eSREIi|&; zhOZ)~*>?Qvf-Phnid^$vH$J`nV$Zc@6q%yxJpxv8efZfrF#3Z%znx-{VK6DVETp2j zF!j-qCwuw5uVk+fvDStkAAhU58$0_=X0LZl}hkC_w_-@#_Ob}qT*U!z=yl8(Ceu|1?)-c|;X_$n8&Zec;tS_7c z&VIrkv$61ILst#7?c7Wk{Kta`$!@P{&RGBI2x61Mi+A9I*&h-K!n??Ksxw1Jdc_$w z>T2e(TUhVj;jp7UW&kQ^wm&->VS>q<7H_P+<#hZ@DL1^n8 z19sDRE6w6;5Ry?sG^ZPl2A-*PNw2{|yn*buba_vbJ`WEu{VhY@rxmy=1_RS8Uu!1` zZ`JgbPuLTyEyI-op%dxeo|sI}7P?gox~5m@4o>dg&V9XIygo>xUx$VFrkdrYnOfD2 zwCR9WN~@T0)n7Yl>&`_o(p{GQ9@Zv$@JuJ=c-S`K?!iNN67YcdT5qz|{g1dsAVr%0 z!4Z-!AqH!b)crO7#Ud@|*drj60dc&EUAX7x?N=9WgUqtQjH=*y_!UJ^YJDYr1-Q%OI8>t(oO0zV6eg2OPthUlK|*v zV@B&itW@;BJD))8uJCZfUt%sXcXcd1yhE7$e!5;u;Pu7w*9jTAGOGctL!d4x^N zOg!tfY7eAKC6^R7vm?d_y|igbzsH2{p#uLNElcG83b8i|4zK_K+7!7 z>|r13_uc__NJ-%FmzmfPVBVYF6?a%^lRh!EUzwIWG98%qZl+S$q@Yz;*-1#CGNPh6 zYE6$v;j&*|GP@UDLigme4p8OmE45$Ouk(0fZpDQZ9}FNcjU1qG;b0mcITw>-^@(o| zh_`=wpfD%&L7n;2MASu&1L#~BTsjcj$XXczx8qxxKAs6y>Y@);7+kSjZ2b)b4qsI! ze)ns}w`B|`d8Q91g{N=!yHhpfwy zaD5wTmnwCA>|D}9As=XT9!2-jJu!!_fWu#m=w_n=?!`3%nJ1Yn4$ka(XkvVpUv&YM zb5MbLZ14vKIfv1X|?YkKEJR-YhcUkU;!bXDz1pkA(wQ5h!Qd9+WANywr z{5gO==0{0$X7}X1hCd@_{q~gnGey+J0BDo|%|TY|iSH@#L2{&?vslQFdMduHet^aSDT6{N!E~CEdE*=3cDCs$KO%Y}=upPoFSp7V3Wwv_uf0 z_f&Tp`}Z(Vm&i;MsEY;k890V*vlZacb@_EH*)m;oHf8IbceI>1R4Ze<*fA ztY*uAF(2)Qxk4ukEhF#Zz&w*SMH^^76lIK=kIBjE&Uq`f&M{*x|9d%_dda~8r#v5fsg*nxq>09ytZ z7+Exdr;&BK4}Tg`wzZn4v794)9!u}Or?H%OdLGN~7|&Ow&GhMV*z-SEI()8F`Qy1# z<3E)={~s%{JXcZ?ld1-;a;6_5A;#uM2)kyn^m%;sH;WIzskXTdLGL6kl88xn1K*bu zy#)Hz@qCJ5>#I&L-`*aM>>e3IQP@ye%BACE@zq2>t#ttdyW!gyHO$o*?A-2j5E$=& z+$1c$j0z#5#^QkqYDd6QT50Mhvo6zxq)jZ_9=1LN?J!hh^JZVpe1C@$s;G8~)4QJL zD!FQh#gH2!oAP4B>*DM1a{Swfkr<238{LJATNl%oz_FoJ-8|0D+6fRGKa z-Xa?11~u6RjY#Mj11P>H7WW2sJHQ7+PCDjshu09pNO%+8y#*O}a!us5$=i@0U(tV$ z+1Dg3xKxL*^Y@9m{E2!6vp(W_On>rZ-D#A!LHXWz`L3(V_ip3Oo1U}2nY!TJh`4cuE=1lWEbDsSw7Ksoj&Q#*=B`v+3NEY3;Kq?~`fOlj-|sQ->#0v*%VxKi-=# zF9iao!-y8Zn)iHEfN32JV48?A{$ffU5&K@Smnq!-zQ6V~9;Lc^DEpbBLX5 z(mxP8X{C3b#33T$nR-W1kngOsiQ28Dc+6VTy$QoDwMz5x0n!L8W=ueSDBRW>>t^5; z|2F~YyW6Arhd&88wyo8M4GqRNyEG43+(Wvbz8l|MO{`IWdz; zn~JpRpi_5dN`;JNN#xbLZL?L^>So1N=D5%8^#2oi0ox-meoqSV5KEfUTxf#ZY<|HBa#-pHQM$O4GGm?uRvNKnI7P-Ia` zXlUsDB&V;xQNHdnaCWzkBd6F`u`b_Nv8OM3B3Vj% zvH+*{hy5>ezugCUo8&nS91{Y)M`&7(2_S{FO<$7>Et}}2d6L9gV;e(g4(sx*=h}Cj zr%#hpI{amn(bA&|%`|RP*RX$%XPYovea*IEF8a!GQun^m%}~A`<^3Wd-qjJ)H-7vi zztPjrN$nY$uK8Rex=N=qx{O7~uUKi*|b>SR{-7I_tZ*UX;eGb1G8ExLt; z8}KtW=}tLDtI)7FM4j-8ROsr~17$^h9^|118aY2NgP_bMhmng3; zdAL>gC1;RdOwQ(&*4mC{+K^~sHV~EOLaz`Vp_W(2i+{(lqNRym%rx%#O@ezv>9Km8 zC=h4)51f|Ht|0GO)v~?sM*P&w#jGf>XBk)@>nNSJ#{L|=di5drY||8wC!0a9KJ=b& zAV@OD{7A1FKpM&qxf$3OT_-B>4OLr{?_eOU`1wlmgZTw@6N8>E<%*wv#3WH4)~uY&JF=bd31Zafep#9W$^4h54WXT7BvjrG%J=GlW;f8!Wi@PjO`g1dZCok9btLG ztS}gA?Eiwl3`J+xHf?J^w?rrOe_$sU=9FB5Y7O>R&dL)`)sS`w)K&8|cQ$gi!j2en zR;Sb?I$q(a@k9Pl!DC!7WWAl@^hWJpzkY?Mx{M8-No*(ZDN%;N+EH=9+U2l5;ZzOI z5~L19hyMqFpft$8M~RmKLF5+{5(@&%emSa-%EE|7zoh1U{OW+QoU_!(kdc!i78=FM6gJi> zZI=TwA(y0Vj@tSe2!!oN;VKz4L8HQWeC_gx_jd3;WFbOxcf)4yAqsSy>{2E|hCz}3 zu(wX0D;ugdxd4`A+_MK!MW z8v;^|X+I)@sHLSLDpxPR4N0+2z#n`8%QnsRq(eNH;W*5JY+0nO_;l$9!*WqQg)0pz z!%)@c)q#`bvqFg$M7b^^p+Cv|l2cyRj z9E8c1mp)r|i@>jO0mJn+w6g(;(DaZbTe9!Fwm;Kd>z&5cI|Nwd4{WeOJ#8_Qh-sY> z1HTjBjAkrN1|wy~;b5gNBlo~r%S0lz6Iniq54KpCDDP5k-fTDy_%b{|m&rwPG62MZfn_d|gCQUeG@eolPpK#2@cJnQh=^fF0g$ONGn%N0`IE4I z682Am^hr=Y2^wY=Q4|b^ELSWoq0t&I)HessgZ24*7}bs{Y!bB z8zuLrm>V}Ltr)rW3!5ZKa}OuquR2ooyV+gt?kV{0b#`AAh`O(#`cG4QjaX9sE_F#W zm-=_|UYfp0)P2Ip{5!A16&R^QK$yj`p|AqXO$A6~G|21vyrsuLPntsPMoE=#)O02`Ah*Z!0TH?!^;zKw@H6pnzB1gVZDN4 zfS7V(lm&o{|BMW*IDhYJ%>kmyK>!g;PbUGdZJDpDPyBj%Z7T_QZHr+ATVAz=`eT-h z6a~P>P3u-bK>0dX227%hCe@x30R8%XFdXo%!Yb!tRA`#KzP@QxK_PyT$n-R-abd)G zLqt;j;n*}MivWPHIupKcPmzmC=jLj1O#=%W=g-rJecx_&Z#VV_mHxW@_^!(qYu5n7 zIc4BG80I8d&SirQThZLngH3V7K^bC0AD~BKk0kfqQf{KmXJV~jhmFhkJ}QlX4_^^l z@Rz%bdNfnKM{Cqwd`e5nqbnEf-kW-ie$UicZN00QaZO9<6rf&}Q#Tc8>;S7V*D#?+ zLpWDOKaVljg>OE?VQzKg==D5CL3e5x+on^RFD7CZm@Kh%qQ#-OP;xg~xth zQqIw0@az49YVAVJVj$B0hqt#5tE1`m1#t-O?(Po3btAzE8YF0NCpf{~B}mW!!QC}D zNpN>3xI4k8H+jEv&pGp*dG4L(nfYU_y{gMsSM6VSRjt(;hGm57_(N~GNCTUG7o0+* zq(1uF)1>k8Mnga-vZN8F|5yqy;Mfw2j3?BIvLDmb3qgyuJ$a~-4T5CXj~sz#p;WLq zM?c&)68qG1oGct0Tl5p^D*R_h9X!vr$u=Z_wdZU{>%1$6Po&sWbbM^2xKniaY^3;8 zbi~gSq~E&dzVBIi`w0mY*=MXk$N0C%AY4UHdDV1Tky1~+)+96b3UC2KuM0vn$Ab!h z#tR`2KgN81*`|+nqT^FNQLqL*d_X|rcuu)qqa5P&ZNVhVdDqs{P0y8T*uh|L+kpMn z#^E~gdTk?sK6h^IknRXrq)`P`cL7r%Fp{N@=5-&Oxu_)?t0sWawq=0c^d7{gbm?1q zFvlQ(Puu+^Jc*A5!k0iPDB}P7AdH;L_4lUC{eOqTn;AeIt4`?mzzhc#I)LWivA|bn z0|Q`C9O&!6kD4HT*q)#0(Sk{up4zFJF+PtwBNN7#$#|!T%IQALO>3y}qg(XUG|~4T z;N=}xpL@aMD2UwdWJMvIhN#_~ZV5#(oJ~bB?YCB>$P{8vz<^5#W$|K;=(PJT7ZmNu z9JwZ-f4t7AvDUf2yd3zeMY>MK=!*1vbVtleNHUds6Dh7xQyv9r+Z!K1`^G_0VmX~V zRFvd@gf@bpvSl&=I9`8ZXp6aruS6?E2AMBNc4&|bOalFb8VCNj>@mWC$qDrLhbPeI zH(vM$fChk@EA`)yIGggXZV+Bdkos2%@jwYEVKFZyU>p3#BuJ5nIz>tQVY!m+1*O|^Ff6W5mNz=KZFvK&?ym5X?~N!4fMQ;Fy6hyE z76>K-hT53@dg$Y~m*FD%GvH8JD2ZusqwCbJy2bD8QQpfT{)T}xYS91~e%kL@#e=T4 za--2@&(Yx6m+6d71uiA`9)- z0k&Y#6az%x3NeVBN-1)7_Y{l;vB}UecYV&tFI+@Ar=63kM@G&>6z*$fMc00Kd1YY6 zcGN{-gsLXW)HdwS)@KWc=8X|A7Q^uF08)?*XpsS2Ty?e|6j7D6uGAZ66u*FrP^76WF<0CT@C>*i{U6Y9|~EjsPA1(@Hb(y~*(XfV?+0T@d$z=Xj} z5zO=f#@>uVM|mj!AsF690bqwq0AZ&=kCOOa8aS7#%cd`OJ5RMh`_1uTF5^ zANpIO>GzSQUXN*j#Z|0Ns0JhT5$k=VKIU&4l<-DNow_zQPo2;@Y6*#s(iWyIW~YxE zYnN48+mZ;5G#hj&MzGz&sHC2we!C?bs-dJge=eFLED=Y^Wy7PH!eu;EO+dWN`hF`| zSR6`Ug;GKJ4>4Atlrff}lrWZ{6y0 z!L${fRj|-)VOdiCetLrW9@TaZlf+l|7`VU^lWaD>Qc7ExmffNu-!&F5Fk zQ^&om+*11h^<#|Fg0XiU&vV;KkqXC`KnS)Y*+hr11{-odgno7|fSx=Z{d?>%of3K+ zO5NpqUIIaE7p_2lRxN2s?~-%mbPG<} zFg-?O>a)zi(TtenV?xHHbJnWTauN6;1H{6%7Ef}RaRSCZI$lsX53~7)kwfh4Q z;5aaF@O!;u2)vEkEuTN$8lVyx90xuV7g(RG`tPNMAu7yn=0Q#JVBlyMdsGs6bEk(P zmQA(IqKN2nJmP5=H^;)=dk;Os7DPgP?fi%V+3BPS1V1DY~j}C!iGU8AB+$rYB z{`wG$0)iQX0wOi^rlHH6(-?vr&4pJ)4FjeVSu)E=nXKor!&&YTlUT18;ieDrh~N4{ z1`IqNN1IZ%7aZB=cT-GwI-1Y75?YzG@hs`RuT(SLP{Js6NOHq80lQ|{YX*R>5)rO7 zr~^KQTLf5uiH86NBo9i=4WngG0jQ($^@(pyei-ds<3Hqv?*9oMW3JJgyR+Q{_?N>S zhuFp)?;N(jwSaJrw4feO*;qRSst6Is9xp<0NIXoqU zR(6uZkdm@NOAjo0I&k;qR}=h!kF_g9U7T~G2PEZ#hR@*_~(vb>!?`9=fRJV&-EuVoN+6(C@cZiUK^lwTstED^Cf?8Ck`qCi8YYYX^iYQpD zf^fF^E_);&GDz5t*i(!LkpM&=vU7~*w<6u5N@T4VLF%x`VdCwkp`~4tlVlViau+xx zA~+=7i2SZpHD;8CjFFl-cH*FFb4ytZe6Qq5@`Bq0k_xz0=EC);99e&?AD9ZiW1&Mj zQ1PGiBwYjXlD$Hl$6QAp5EqR7&0Vj#^~}tbfBW)Q(ui=x9kXIU@6CKUz=Gb(!aOVT zc9ifa8H?3D%n{Pq{n_u?(5KeJ}=^cAT~guNID<+4$DAMV~oAK z4(wjN2q>@Bmqif-+b=^)Q7ljczy6l@0ZstY?vP{i(U3)Ci=^ak1j6lryvNou7zqRY zOGHJ&Y}=RM?GZ}9SQwIFp$z4%L5#;R@QR@uZD$d*g$NLKr>Pz1{HgX}fI~vA;DHH3 z$MyH`LK=PtS6?#NY07d(aOaG)`c<^?6y?tOA{<-1Kjqqi$6Z$yQUX&=-7jqOvnRbz zgn{0-gPbl0A30%c(LOe*aR-~--1WIJsUD^2EfUuf))Q{+B5Qn$DwSFGF~b}RO6YNP zz~P9yfh7Aiji?^VCtE`>wMgXqCVA#Z1wf<|Cd7>CG3 zQsee}vx1Fc81u|Y8WY0sB=6ot$XDQODEBx4+)v<~SgJ|~Fbe!l0NZMrK1gCB9C!x{ zb>hx=RYwT;Ou*RMAldoUAF#eQzhQ#D&410g_UHusFC=w1Da(L<-EQ$Ug;}34V&JXP zVrZ=@QVun>g6162!r3>oFpc_IDBI9J@uRXDOP=q5+`az1C9Y`rdMja%3Xx`%NoxV2W|Wk@iew$Yz$=whTqroDM2Utvcx%whzf{6} zg8w72L&30hGO3wmjH>_4Q2G}190+n@=F`1sK?)Y+A2`Wv-VDPoWyN47UE=%&iesT# zm)-t{t@!esB%x}ax-|HP5VI`1>M<6tK}o$lqfstBNg|IRYYQ%A2Nc^q%H3@bp`Eah z-zhS#0QhJ80>B@OAZ^P(FsEL~p1m&1d@7jtJgjAGW3DBL$f;kpsdB8xeUfNo(5zC~ zv&Vz!=<1CS*?V2p!((n!CFLbq(6vb)6gVC3%IML)*%cSekW9^dXGXs_f1nj98zARl1rO$ z5)0v|n2_kT z2cQs>Yy1Kf6;xn(IfnTIM@KrIT<)LPLgUyLyL{0uc=$^?y%iN;x2@0B{BP6Z5Rs>+ zZsEu#XbYeud0g7N3YjGW0LjCu>PALI#jrgL5pf952(oOp4<_>Cuy|ms(hpb*f?9NL z{#ViwCap$!2uOxe2uNbWQ+sgPBM8V4!nvbodl6$0$@uGJ*SC&bQt_AU%D`G4{%QN^ zSD`m(7u3Q{Ve76|0)*bCW~wK87CMhNNcyg6pavUEx?WaCG3<$b^x!%|5Cu!8GC;no zR-fq(jIzq$@gO@u+~Rd$N<)SM&bqx(1!1Mi1N6+i{oJ2SnP#~9FA|5jCIK0)o{vL- zvHaiQ`PIM2^Aw9JU!QkqtQ#7ajnwBNjUc_E2kMRO6D_tO&s4gDE-3)ofpgZO9yO%E zS9acg51RonT?(`tQ6Gk&e>UjpfB`sB*>y3P35*0>r$|)Z*O2PLsN!IFE;AglX9M}< z1&4s%tW2O@^n0c@)&Vxdq}we2a}?fboh=Clki8@7I&Csdl~S6 z@Osda&xHQ%T2M92y^+UqO)%?`-Tp0lk+G}4jg;7%G=O_PU|9t66!7=}(T zJ_)K>EPl>iJFZcdH0Yomph6JcMy-+z6F9caAP~9@b#=;Ay6lQh`OK%0;3;j30pw%6?j;V zO5mY{T(AKn_%fT7Fa|}R`%qnf#i(%qTq!WPCBz>N$pr-(1(y(TK7ax^9|*bOfiW?d z>6spz1;ilZf5dw@|52b&o=YSE-vDF$X*U4-EdcDNZYlx~&VPVbSfp-r0Jjh9 zXr*8Z+^RJdYQI-NOMnLez=4Vb0P@uU$cIV;s80Z({@A;buCovP@MODN#NMtQZeW^dbg$5>fnh3Or+j=x1_L0`^2!)6Iu+jC4I`nrce;RlX7^~CN9QGD0l)?Yuq|h zwh4nZuRG=)S!bx&_~>2Q$Q&^e=oSEO2XxvbIqefLdujKt@OETma4N6xe#*#TRJt$; zkl*S1Iyzk1%apq6N*(V19Jmw5wc=@;j?i>8ytJ1t6=L%Y!j&<62Ctq!=tOj#)?)wu zxMiTo!Efl#2XUW5OK&{?in!48q?ZZUt;VABJP8Vi{_fV@>#-vEZiDY6lU{>f@XZGO zNhY~t!c7R1vfYTc9_fyIrD>_!(W$Ou*=9L#-kgZey%O+mR<=3(yA|+zR-N#A{^j){1k+vT))susjZ4IHy8A&gwtwqx{Kw_y;&@KBI7SPRKGst_fb5MnzFSS3z}9>53t|MBqErdontBI(|4#39dR^kjU1gT^evGldi5>6 zpXy_GN=jW~qJ7xNw6SeaXDekl|FYs#{Q<@ zPx-{u{2zsSJ~nI&S<7>jd(USnHT>@>Dn{$?C4-||gAtkBvh8TeQurM1!+X85f{;sp zd|6axUP(m0-WOC)HA6Uh_4E6xqDY3MA@W41TU&o2Q_Qm2uE>&pVx|ZniIM%ZqsnEI zR6yA4h=Rj2O5Cd*+myV3h0QEoJJ{sCv4H9P9hE(XE|qS^)bcM}bC=gOeU{784Sbc0zcl;IOiPWqYBZ_|=1b5C zJ?!h2Fjhn_{UG49m|XOR^UztVg}$vd*ESkGB%r|#X_I=Mg`9abDRSZr=< zOR;t*e`+@IG`3@XjG($7O}S+khJ3xK(Hwj5gBAnnrzoAc#od;$g7TE&@SCRHGFSvw z0pNIgq>{G2#Mwrm0lR@zCnoVay_ErcOK?mGeR_=pk~^&1EgGZ(ZXC1yZmC&*8IiZgSga+p6roPj2J4V_InxMU z?u$=f>%8fQj0vSAos)UTRG4?eBM=F_^NYTAv2FWUo<@2+cf)aUv-&Hv(3RZrE*TyuYAcyz$VX8#fXmP(ILf+gaBQMoLJwcz_)O{KUV;?rQ?}|g;Y0L(%BPo}OjN_ZgXZXa)ajSEE0#PCy?|OPiTYCZ1 zUf*5xLeM+&=f3K(>ZO+F4fS1Zt>wlL=o*4+gA8~Q`I3802Ql8Br^wo`COj^ycPPKi z=6oGdKbBP-cL>1&FixlY(|YnL61w%G-txK6fBANy?s=p0*xPo2ajDY=js*I~l&dI= zqZTNSc;-7+WtbVA0`b&$EZUL1l~-6lKc1L|tF^f0s^=V1hhw$41@uBL18339Rn0_1 zVlSGtx~B(!C+D<$HIH68uUlnP(`Te7Z zDYYYT@NC1U;*Tl!;lxL9Fw{e?|1Xb>gYrBTRP~Spdy1VMw9&@V%z$U(g(e z6mW&gyU})IN(2@*=ym5lMG+Rt2#!CNK-r2 z$We5N^|GZ?p)4(f7((l~yIJP^K8HLu_Kr`m0^8!OgMyj`+=pr(OobUx?oSHTIP;C3 z%R6Otm#t7_E$4jYv6Hs}T<2bW%nbk%{0q{<-yHu7(p$igzTNYmA^i#r>7=UmVa@-7 z^dSo{q?50wzxz&6&H$)jIu(QoF?B8!(=J=HvvSevB;AP(e ze-fz}-897YQ_~KV7p;wAo{@*u{kLZ5c?OS_O{zkVA z(aSHcJF)j>f=J|sgrj*3_!Sdjbxga)ioFrq#@CF7 zuFno@qa!$+b}M2ZMqj}C?A4L(%@^8L(Onc3V2%gkjdxl22|Z&(K}Z0u0Y8Vmqmwl^mZ*oo^U})xEq)e z%b;8`ki+~jPzsC`GuZb=I0KxT8b7cV0t?tI-z}5tWQZ%He|7YpEqs}*QdSBqP24{h zeOyA@blue_z9f1mAf+ zZ&MgeEdnPZU<|Yt{++x#s{1{r*p9Ng+&&qJqk4!y}*b87p!;31qTAfXIh zwlh7a6?sb1Xuy5iD@`M*QJ;?`f^`6XWmCi7P~jyiQfempLP=D4g0Bu6t?r{9^*hf2 zFzAIzat#1rmO|*KQXp#jZb1Lta($hXovXFRErQ9BPpWF(CNHWG&E-l+j zbQ4;*6=;mB#!Q$tS?3>;D_*JIJGRCug^ZHLaib7uu0Vn!hyc8&&q=UHrs%EYYOe($ z;ITJk0F59(y9XCN@VDrTmsU~>gIg*54jff9NwzaHIEMX z_PH|PV?MCQ@z&dOL}6zUW60LRg-&Rrd+fFp55FUI9w4%8>; zGH+HWe6g4EH|YC$+aQ?Ump^ekeg*&@2==Nb*oNg%FFu~pz8?Tz-mG7feGjY>@Hnnn z=2gk*U`chSktYoH#%bd=y30A5f2$)Yp`H@DK_48t^B7cJ6{z*mjJiusdhEsBkgL9T z5z(WwJI}Z}2_DwfyT&pPOWr_q{MICSNKr9LwqaR`!!0m=7yd>~?ebSd%8+RJ&ra^K zM+(>#j_0~>Z}Q6bCg1GSBxjoGNz7aJ-5)5ly??R<#447A%4mdQtuxRu$hzHjyzJ|5iU$sc(nQBB-ldAL=+2M=VHK28rm^eej0cIAX!Wu#Ep()X-c8Mt0Bg{iCFkQo zNhM*lW$HLiSa8L_;`6@vYsbkaE7Ev?r;$m;B8Y$)sXcdMS~}$p?@ygD%a#44YZMLQ=V)0YVoegjGxE<9=HqVQ|c^LEMIM>rA7YBwU-hkWA6!0ZAcx+=lrSxu{Gi z%hDvk_P$G1dO%EL0k90bjQz2#Q9)#%J*+u4io%|9zbYZTs7DSL#2yBVfz0^{g>!{N zGyyAXE&}8wkMgdQ_y})=rb?wN zws6nnP^7H5j6rqlkJ}Gbr~OVXQoZYI9~G+3lE~P`u|IBwKQ8qc3{;F0|9;}0mNMpk z;=a}>zz?*PvGx-WwMGHn_iRP5uUqB{oT=G8xb>NOG=57;j~p)afjykhtVoS=gkV1* zEHI>nW58aA(gC1Z4gIp$pZSVdAIhe?} z2WHY^js`zt>=6-HueXD{>ojVlo8O@+94@`s$_bTMX}UKsda_b`-N9Mnm`K6=u7@yD z)zxn<+Xoa$p6#>PnWu(5=QmA&jZpnB+QSAu3sz_tARh}ci>}Wki!R3`yEc-)!_Dj5u^;4>6I+;_4fr9uRs~ z`NY=tPVj`0YQzfc^Y#wd9@&7QS#*YKdcqEn&0P$;XkIwE<;O7(&gk8vvz8DkHr82kz{{Ip(W z#C*ADsWTcZz`-uW?jQ^nM4z-ot>s9k#cdaJ*s=Lj&}`4EH;HYNl2p^&HxI&GXq4=L*ePaf`YxF_4QIlPq(YX|ACqW&zOjT4)7t;D}F zG?=2q>Ws;eqE-2`lPg|xU8?GU!Aq7aZVZ;-GLtGU*XQuMONwaqOiCLi)zL--@rYBWgi};A+ns&h z7?HIURDVyv3gS!$<@B^%6laMp8=2MM?{v+!4F9!_6p3OCp%I42Db%iH@KTvto`Z~LjCv|d>cvb*tu(Nri2NJSYU4|Wfulio z@F2M71Xq_q80VLt%P@d%h_VYv;z9gDyAFn5JS z!7uh2Q(V#2XC-8Rn-YnCE(wB8Ci+jXj?C%3^`*_^1Yn&F};+elIJ?^fwi z!=ogpLs?ZVeU2n##@iDQjHeW~sFL{x4}dr+_gA*&B1mD(Ah=6ebVA_Ugp6UyyeV@b zERY&1(jhA1%`ocX%`=ZFzhdM!5pXtjg>W|GY1HFn(p1DrJtSZ~s1bn+4A^levL0dt z{SuHLOp#ze3t~1=-%Zo&eY81m|FtFnCk;1CE-j)%(Gpk{S`^Phek81j4<0vmXdzv| zT@qwR2FB{5uTd3n8;_9!fiZOb9v}EmXuRk)jFxErga-$V#-kQ?;7`PEH25V8>q{2< zm%)Cmi*FAkd&K>r3nb_WJ_DEbZ=#f<1F{D<;&M>`XVlNZnMDs`317?K-eb7V1aP7h z^5;d+osEPK52712zV4q_f{6>4ptV~$Fx>CaxYrHJ&$&#oQriexrNmbKEXrb3x8qbw z3v0(p^F0wPLnL+wU9|jH%hfp zz@E?{CbH5lP(AC0L7JhvwD~$Q-x4TrSe=I-o~Y1jqwB|>R-Qu>KgA770oS8ZbU(eI z*rBp$u2h_Ihwa)p1ENjmJ~Cp^+`s4}V(+idYV2M4G7x4>8PM@{8PFWHsPKS-ivf6| z3WOQ24}i(33xGM+^Heh7x&hD+@6P@1_D#@| zCohpEgg_hHCXck%l*rNXqvT(;i{#znM}=M?bS(xhG8^jG))njO*H~z=KB8x*hc{Sg zXuiK8{0ln_PERGe0xwo`%^}eIBHi7gyzkAc!7~=hAC-%_YYG6lv3a|Azt__C;A z#DCrSN-S~;BK^@II=}$okjEJHkSDD3{UhswSfvw&Qj2aIW06oz>^F!sC#d%{4gzM! zjbkA!>6$7TZy&6%kHr)U`GdLHLPv35zcTiNT(s-&4C_k?Z%r}lO_Q#?m z>g1O@F!t|jA%)|!us$33dTtP6{%2>MK)Ws7AatQ^A)wNp)(;rER@fDAUNW?PpHw3i zAOu5jzlg18N5b_lR7!VA&3T8xh0lYf_KSG8xIUnIy`bO_Qdn&qoo~<(5jGG)+wl$T z&KI(}sZC(`Uj*R4!1nk{pO(fsGOg`7^3Gw_m(+_(_|D#pLYes>r2hu?fJ4@wFu-Db zzn0w#`uB8JXZ$b9(E~iVs(1c#4Z0GH_iYDugZxpIsF^0G(>cy-8kTCPezQT~VGf4+ zl_{W!6>u>}#Il2nuBfJ4|B7%rH;C>Yk0WqndCaU7%Y^ngtCU`!!J*)L8J4hHJJhmY zeR&YIdgRAO-^9T^0;Lp0s-NVI#X)G=e;bQ?&P*2SNEaeKTuJLSD139_l__ zftYmnF!1d%2EeFIja+!$Y*tD{4|F4#rK?6QT+S{vF^TvhY{h43YG;d1V!4MymkuMM zMyXkpXF9(>msRd5%kf8ohNdpBFHnZ_Wde5UwKps*J0JH5xhkurCML9XsZmN30Sh>7 z;H+G9J&q0wOKm+p?T=(p9kBUYjjhy7O~!>~dDY{iGHa5QBs{QkYHW0Wj1;$2vJ_}S z7B+p1rP$|mb8p%EU1cY@?yE!nLy&qkx6e5WW(+3Nr!5J#9r8^2>Io`R`EaowuCm^@ zu@<))tbfJ^aw2&6ikI}?^4BBb6V4+6-l2RTeaim8Zb#B|bkf%E%QZF2m)*f8M||k$ ze9Pm+Q2;V#tWuBmM&>R45+|;HsJPTdGvm|wI(S8on4nZtdO+FP$+RpDpCA&Y&RtqE zl8%U*g*VY{_z`{1M+ln$VrYhH|ErYeE5#N6;oQoJL}$0)rOk4J?@6hV&y0B9%qJDQ zmAz39TCHm)1XuGWuRJ{ZS>=EA$X~ycp!M-&w)u`IuYokS8J)PCoSJLiL9@L(?->5( zPL_9$xs{beF}7V^Ig51t=OVW*TNfhk+0T3CJ2sBe*ZjlyPvb%1{XTU@5)B5q7+4dJ zleR|pg9S@!7Dk*aB9o)<{~V@v!Q3l)AbAB&+8Nz@rC@I{*}x27k8kkGfFiZvZRyaH*xF$T^>ZP4}sn@IHmqs^58aGZeySd9gW+3|FK@wA%>_PE451;WLQMn(~dPp{gDnb}4Y^+l^M%qItq<{An*_SkK z1qcuoXxG*oMX-1g70lH(8%0pH5*1j?udw%h`Hrjx`VF{!XlCz?m@>-Kn-N@ z1A9D`Lu#ihTL;8j?ZhhFAVINObLCWJ45v_3xLuzDIR(-0m-fa-?wygD=! z&#&a)VE8jfOt&fz76q*<0Pf60JP@Mht9TVCMrG|}cS3vZL>2>an}9)LU1<3=ds?$S z`&sehYw9hyxCd-JwJh^k)q%vQnP13=0nD6%0pyWGU&((_a?vBy7_6LVZCv%dZkmV) zg{Y{Dcp}|9sw@y^%yoms!JIeH4^;2f-GqldYv6nxjL$$^_si|;Q4{Khi*HVMieT~D zNO|0E%R|jy!gQ7Tlwyra-f=;h$4FY6-|DCgGA0v#G1!Ll`93CummE`)4*F<_42$tU z;+34#sv%QntocZ6U>ws?XRZIB=-D)?i;K(1ghSTqb^JK)4B0<#+36rfESrKX?11a> ziea&`MO?B=J*2%FisihCTbBA29E+!-WaKxx`qiGZ*Eun^qm?!55gjYE6f;a&Xt2R^ zdV1Jfma4g@D`T%tWg%n;m0$Ra}%7=(3hWjAO17*?k(cD z4Z|=#&XcfDyDu6`pUg%KUdbSJ0hp4yEO%y6oP~fY#rVfuiQGLANgH!7Q)mfu@z-b!6cN`fnDBUU|WNF%yM=qS+QHZ+_8Rsg7@oU z(^Y-Oy_-0>C)>A{{=)eaaJn{R^9^$%RgVJ{4Ze`bxp_xYXEt*8zIGV|9CYqYpA3$Wl;+*SW1nj~u ziOTTlf#Ema;l-B=U}KIA*qHlbY~kHHU@V`w+bPCh0-mqmC3FSEwY4~ zbRJ*onNS#xWF^Ur7O{k&r8&K;J@gYOFMPp{5Fb&30gL73Ob?&k&>h)((of_u4 zR`;;J@ibeNI`chja!Gt72Mwm0f4TBqBhRf}ZU)qlxZ++4d zsZ6GOe`(u%?c*ZU5t{#MS^cHW`bn77ZpuU?9UA=xZgIS8B_YgJS71&Tb6n{S z$iNBo`E%Qv)XtQjTi0boC6tVcv+nc~|FUtZDC* z#_^E1gO&KWdlzKW0a~T|c3;^1qKD6*KS}QQLmTT6{KJL;j|FYP-@EpXU-Y$1@}jTS zmvpXfFZw!u(bwW~R~FE|)|U$H+~B?BC>M_YbEZP-jRj~t14x(w8uCK~rN1c{!tpbK zrvIOn)c8MFFGneD4(R3IG&3_H?4GUq;vv_XP->7gLa_IXBDR{|yc9=YrY*K)lt`>9 z=D1zxOS5gyUivCb`qJ0_zkT(1=_@Z9cx){0y!3TZ2&`PYl)stI|8u6kznR>@nSh$B zvjNq}QU34&l)@11fN|&|2Xo)C)FoB*JV>Gk<8`m6XJ{`)Iahm6Rk8B9{#+Zx5o&_b z;5#IGO`P%b{rocqm;IAMr|O$aUmL%ExH!K(8bK-G*+auLg5_SKAdEJSAs5Ls!UFmW z<(*i;t`Oh&UKYZ-BfH3l6KogkfcoP)*COz6FDKc584kV8$j|PkS_7%;4zs7v!-wi$ zeq&o8xe_DR!3ye(ouV^apo`*iBakBz!T<{-uum}saR9^4G0cjm#2%Ua1fBQg9u6ye z!B_IF9YnvfBgfYKr8C|NX*>Zo%sW#!SaIAh;^J{qW-92W&$t@;;j?I~YjRAaP)!qz zcV6EbI}#9z!&Y$AWle#h{uaYNo(#KpabOAC_?yER<*I+fZ-KDc$6!Q*<8J|ijS?}1 z)w&cn8EvlN5X%B*;+U>!!c*XRYKC?Np1bpsp8&1eUaS1oF}GJqOQbvVy~Zs!^p+MT z;C~2TmapqEsF!Lb=Ck zHBB4P8euj|W8mGy)LKvXtqsWt4mncWCl@Y9C- z>aA1KF0$q7IG(cQ$~U2R*fMpCk6qft<4TS}&!Yj)1ba|66M+#~`<^1?`u1lvkj1xq z&nnsHVXpV0Q-wmgndf0%`En;W3`r}`DeO&hl^<0#Jjo~EzTL1)!2Mp#_$r|wwcuC# zGzp(8LW6m9?O&uE4r={GzOP0(Zbue&_gS`X@!v&Jy+o-|uHzbAe#x!myi*w0BKTCW zTN)*TWWeFW?A@o$aa%H0Neg^g)n(sOb$7NHpZW3tTbE+--xASy!I*3VNV~@0f{Txm*hDr z(*A>j5qDf9Pl>6RgNL1p(xx=`Kf-bK^13_ zR6RI(3%dhV`o1Ay9P6;Lsr52=b2Vlp{cslgASPnzTI=3XCYqRs+p3TLxx%fBxl;fkqFH}^_~#Bk@Kbkuj}vQ*i3=kUM-BI&TyO(fSzx*VotQs!OE`Fy2mnaF)o z)UbI+LiO#T7AJ4^quh_}T7&*M?`tN4^hF;UlgY!x>gFSJD4y)cq50Qf<_2b~m8G8# z+2=;T%n>AsHAWPgPImc>%#9S89*W$5iCQ)nO{})Q?w{ki2QGNY|5&eWG$pqCm+;hV z75VgASZRxeB2;-b!Q#&)OL)kOP&ht(`ponEjeA&>VR%P0VZ!@~iecEqoI3yZQs!-% zvM+T!AYgt03(Z%6;0w1bjj5RZB%52jM>l@CcSD^f@|XphB+HyRdv@7r2&>+^IC&-V z=}EY&aI}N&53s!rWANmEs^D-O^7Eek2m7#SbTzgJ3tj8dlW=tPW${IX5tJ-6%QNn$ z0`;4zDX-T**y$`R>&lfgQrbFQ1CntUl*XzOn&5SGECj{mk!;bvCeO_2w8<&Cwt}x& zKUqeXBiuRFY+ayRY1@iC??22D?;_(^kL}p~de|@ETTFkwEw)pnohAZL5UDlJsKSN! zhdAFD<9-Pb2dP?fV<31gQ?(l1nx;ZKEHV*UC^jN_BVxMQT^8lHSZpyO6)su{2cHT* zY*Z0!bLV@Vc%;L8n&wXA>DpZX^acwJ)~e{_EvQBH57G*6Gro25YBXaEsZj9;Y@hKs zsNt56K-eKx4mj#$b0~>05Et^G{;rc1n^40|$a)*+9gp8ek)~!7REKMcU&2&H&d?LM zS>cz|(qYZQZGKa<-}d`h!j`T|?XqgW&HC8bcBeshTwFl%j&;t}t^_+0q|LPueLjAVhaTnBzdH&1~?{rapl$Yd=7~)f@Y?J@M^A7Q^!2^IP z158#0EP`Fj9zqw5V~!u&!ebid8fG0tX@29vPU6cFUMnihy9u6NxLi_tj= ztym4L@$C5cxKng^gEV+jKv}$}?*DtFRYzI+t!<8z%?;9eUAa|~OvnS1;Hm%Vcih_n z6ACH(k>C(0c_x%Uqua_UE$eP0LHLQheo=WOT-}z4K#FlkfmCMW+n2(Wj z7c2#Ouq{8OUL)dy#+;H-*jQ!ePuI_77uoYPy{Ly>qu*5Af5Q)qmC!*9H z;S*U1Qbkd5b@MfZBHkQfFg`T0sN;K&su=YfJO`iLy2y1r;@hXy>kOBSn)X?>63a-%PPyEqbkcS*6?^eLoehmw&u||0fGE7g&GvR)$sW_>R|J z7*Mpjg0!k8K4pIre8TXsTR65B@Y?{F-?B?WYW&9_@~k_~mMPx{O*y#!Kos~9amM;^^FS%NP~2jbW2EghjgQKNv9yv(hU-l zf=H*5g3=|@DcwlJq5GW!*LB_Z^St-x`StIQHG9s??3vlK=bZ04Ypq!;Ul4Bfy`@>n z?O@eaU=3qJOYU`^?!MDVe3*orQ}dP*iQ^k=M3T`Ne3Y*?yAeUZxr4?z@q@-)%y+0c z#MV>TeOz^q<{*oL?3+~g zGuMb%S}os~{CK`Ey+Ub=s4jQP_C2HHa|E%2La*Jm&)yy@t3LA{y*{3Pv3Pj=tli+2 zu3hH_EvM`EJFj2MwygqdPCSbwhrDU~QS}a}d0eMaE%AEiXu+ec4i%rqy#q0-w~5~t zXwElhOU?gVR5VjRAcTJqGJXXEqN2fp;AaTDRVx^dRvqLZM2bjrHmT1N zEaOQ*1AgABwbzbTeR~Uosq-x$7+N3*hKAVX4jSx$2Ge{*AeIUjh?Zsr6!AmxpKKBx zJWS8{WZEuU$}je&At+(jjho3AVs1&}`=|ZGj9isCRwh`7+8DA4_LSu*BAwNYMo>--X!(^RCuQkl0T9RuA z>6D+sBaoY3iTYp#&aHtEr54Vvzz^%$7{_xw*vQ*&>=rq*c!&iLdFNdZjOC`KI1*|i zOla*e!gF`T;;LTYBvna3X|5udv=z{e+aG2mUc==Br!awbV_@_47hTz`=;As0d|F

    n!1^C@(~~FLa`FQAGN0(Cab%QhHU?&y zAM+Yke_NcOx&p@8sYb}3@{#T`KS_m@Dz2Djb?F_2msXdDnVHy!nH7x3oPR3p0-rOV zm7}#IQKGrVATh0$mCffR)1(u_Zxu*b`f87>58@{#fylj>B|7+67I>2ZnWUO2y|+B_|zi zwgfVa{fxhK1qVA9x@9$u`gLYenDKkP{8vr9+1O=|(`^>=SSwrcbr_P)fC;>8W6Div zL9;x!GaEs!1q6O5(0(D0rE(PRJHr|yVy9k=KSX7*S%;Q`Jqh3HKqnY)fYa(nBkCMe zpDvGykd{|UiAfhPDRN5i2@F?h7esX_UF1Sq(Ak4YI~34MyhK& zhCChjUbHlB;SGXUGd4E7+L5dE{S30Jizv_6ca{kKzFVI?VqaU#gr7_cjd>FIT@btC z8Sb-eq58V67wdi2u%^NGWF8r>lY0z*O)Kr145k&N^rd}_?Z?N)hMb#-i;LeDbJpQ6 zDRE|4Q7T$KXmMAM7T-0rc+ldk?jv4gnCFLA%K<4v$Hn>=%2SOhb`--Sj1};XTAK9MQ}FO9y9t5H^O|?U#-~ z$tK$aiV-$_GSGRAU+h*gsVMN+3S|E^g6~|LY_TZkZ#5}q=uC4altm{Wjw%BQdy!u( zDQj(mg$0=a-e=6J@vta4p+!nIxLA-u;B-c^N(+k;yHrzBR?626si{qWlqOO= zdBG&a>M?OUL#4REW0ZClEIPR+azURG1%iB5sLzxA=G~w870YM1v?Qf!3BE+iGVdK+ zKF$Qrd}A~|<7IDz6LI%Mw07Nrpg&!kk_wEh2Oq;6qjF)w9Cwz)s0^qrMX3xL{9+$X zTxM^brj*aIy}0FDzcfcp;6`2^r8kILe!dl#FKrAIz=b5!*W$bkCBR+)?G~5eO!lGp z3UVTyPWUqtW3(XR{^ISCNDn8b>?LtLMRJVJfQ{wbs8RIH+HSvvb6MQjg9&J&osgW_ z+pExcalOsWgxguD;fVEm|9bzQyyFV;q~2&ZZbfxL9FviaDz$d=cuqfsc&uVQl8fOR zdZSGy4@`w#PoBnl63e#aUQ_$F_i=O-#N|wf>Y;HxViApqsREX5&!)Y<`qz@0!#P-1 zIhjclcb%v#b_$6Hk=F(xf7&BtEIIGRSyQiMf8G%gVLfmXRwOp^;vw}dBVHLDUq!uE zHWE_Jr6x1*;EMcc+$PH-6A2!j4Tsk{+7PrSmpmvzQ-ulf)m_PjN5PdMVdFGd)})GQ z>+#5S8pLtnWr@Lo$zL54YLnBBdDdUf-yQI^Xr2#6xWM@rr%JS^w6yyJr5>128#95F zYET|+Uzxh}!cTVLlJ;@kkFbaKuXf{t&bd#!Tdz`Kw?9O}Zr3~8s&GiqeW>tVf%iZe z$}nrCdol1J=O~o5;%Fb)=#2+F*X+a~(&_OAQDc6(5v(3V%frLLQt{?&{UEM5?ET@m z$NN(fT&nf#&sPH?aC6>bC!#ECu-2W4jrNh>XY15{r5lMyzHg>@ldDwMB{)pmXi8>{ z-OmwIg*2aX*=Z#2GEcx47 z=DWvSDvqt-Pm9NKn^|%^E_vPH%!#iMY8al6O?oQa6x7{yt$=P~Fj3do9qPo?^&ut# zt;2y~qVB`87O!nz@4oH$`el3qe@T@z zDmNPUkvB4czHGaGGSJ@YqY3%s4-3fXNoyKOgwF@`y#VS z!8VAeIPQFipIcp|2>EAN$7e}3F;1?al`CGZFUaVL6U;x6w%@Cq#rI@aTBt@M3U+u9 zsg0(ZM`%xdqkJ=m8K*rMAY>9}lKT~Bl_ho00&h#XbsjfVH_IwNwY5w5R?I)eE!h1h z!>-OQyw56*u)EQAAKQ2XIsLO19fuP``{2sCqg!p|MaCVWDi3q`tc(C;a)oE8l|l^x zY33y&4FOoTRlk)u$FpAe^G!D}sZdyCWM+hi3%u8=c+~zgd$-yW(Ri_{H5>h8o9S15 zT{-=l&W!feE51kjkCxNFM%H;m3MLVlII74F5i9h^ecmpAM_5KO56Dh)aRy=%>Bg`#Q?Y zmckQ==VcKOnHRNnRIl}82{t58w$m~~y&?>aJI=GbmJRtaPl=ma!fmd~i|0#q!frVZwypkE!< zIn0@n*4EakH= zF%uj-cTNIQ-uBw$7cFJ(Jy0%Z`BNZ^;$C*d@+H6ylhoX4+^1J(j;yID{IVA_(&o7d z_HueVX82Ed)MzzUBS(3ce1i00oEIN$$P7^H)<}*r&~Z`6_xd^5%Oc>&HpUum0(X2M zBu!@3(5+GiRkS z1DoQ%Oe309JRY$p4sDTFYe9a&2> zY|j>YF#hGY9RkOk9#6w81?~Lp^bP{Y`OUojGcf3_djoXP+G#W}Xw$4c81#0>Juv0% ztwSww`^u&7{~xyqc;Ah(aW}E&(21S@7;(^pFoA#Y+KyH|<$xbhh4KRdfFFPd`~Wig zcmINa6>h0;@x4h$Vz%NBO&#oihC0ytP25JC^A-PBj;m6a_b^HhYW!T^i5~Cmg)O1I zfOs6A{)s#L>>(W3^Co=$)32^o!p+7e84IC~J=NlS=0GN1#BTmgxaR=F9B2}QPJ^x} zU<6q?x@uH?6{sgss*(`823#(aNof%8pE8Lk3w0bBmWdqW&;h?wT38bZTDao~nz&;K z8n~kf>bN5aYPiFBA$!WBs>)9G#R8814_E{rv?HNooOQ}QII;6f|Dn@S^>ocP#DK;K z%X>n^==R$8YmDd;6>bNN0wmV|?W1ndo8s#k-%W=8fL)0e;df>WB!6)UUExgLb!zPX za{)+4w0VFh7+DyRSA8bxAP$%XzzC$qBJe87!ll!)p*i08@P4}m!+8yc1h^nP<^}A) z9a+XOu^7lH2gg(L|HB+my6Kqxlq1E{&B6=9jc9$W5|XI(phcc(iFJ#iUpEXRC~-VA zJ2>0_;dE&sUtfAcDA9I3lu5Ym2$Ftj6;asYuCEw{l94`Y)WDJpc!iD^ff?>4U+@y< zA*z8p?m#ju&{np-;#>SNX4U!ZQn&j?UD?TyWws@;cV#c1^13j;t~}nG9)CdDAhCGe z(y97qv9N7~FxPmm5s#Q<-6Xa6$;xg$&X;xLM zud=krc3RY1Uc;=FxKkz4YcgA-iq{2<^mKU1kLBR|265sKmj}BUc{N`4f(^CF@U~}V zQ0FUsCtRk9AR5D~zMr7Ee0@; z{mKDffa*dWg2yKlwm9E0@q|pT@ylJ8 z{|8LMeRuSwMp&VV60NS$xpz03FWJ;)2Bm zOR{t$gvLAjVkY2flc7xZQ0X;ZEwMTO@Eab@==M^n5C0^(yL5mxI# zEv?=4VPX$*Iku;OiD-Hg&h*^=Ej8({ukQ?nI!LWa{$UbE3Ua>Q4;1UQG2s8#NdK>M z31I#+$~KmFYpEtuaKZC>T>Y22GUflkCsdXEDY;)q4xuqYyZK=M-GZC+owE^R4Al2o znTKTOVPreIbh{?6UK2qR5vL}#M0v+1wT45GB+5c_a86CmdRnevtm(?Xo-^Uk{VcQ% zaEc=ma7wEH_zuK+Y@-ORX@?^ z$g7g&O!URoQ5OFssyi+M$szv^BlPwitsz}y4u`Md{b0j-Y2J-m1RZtmIc~-=&f%!~ zOb`3idsasb?L<~b6lj9@n&_?_Sc$!bjjs?-zkCoTlgcFwQMIZ)&`b;j=dPwZ9QaOYfF4yicfDV+Q9SFkXz6S9_H+^R64Zw{C2AJ>~=j*VHIPgcR zt{;{9Jn^`@{5kXvWc*cKQpNft?AGicOa;8lRvAm#JOZ6)6GU9@!(sk zaa5ZJecWq?qLf-qDNEIk#!^Q92*x!#%^_V44u|6K{+w{naK>Fq49w%*fd23qqjl$b zD(*=HRrZLHlgmyB8Q*ut3w5o#W&9HEnWpKQr1@*QBJ8=m(xb!=Y^4F(x|U zeZb{We@VFI2ck8jrWk%`ZZ_y#pYW@`p@G$g+s8zl4CZA|cH-Oi9^sQNAhA(9z&q5| zp~Q6|XVU2R0r8}#@EJ?2X*4EB1cwoB=cw)W%Y{H@oZ7D0eeH&@BBMv7A{62W<3*40 zry>~QhprFJyaO5ZRTxqr2;c_-09SAZ?hgTH+d6c;jos+U}``9C`vB&`kw6 zbY8Jy1?Uf;v(qQ;4J)N19mYK;OskE{ucE~fR7GUbG*V;#h-@`OeH=!VG229hD zIc4ujoy^)g=rC#Flw_c*=dp~^98GlUh(4B{A(3$pHSScXzx4;2SY*2kGsuVPcGVF- z1rlzwx~4j5^ck`E&MC0~ZaK0->k?85>ypwzM(YoyLF`#{`Zx5}B`neL?!O6jb^L^b zv|2V-4R=U*CmYz%4nzFR-_5+0KmWu3oqB1)pMZb=P_!E_xh?**BNehp&UW=4^VWE| z_8mhqh6wFDgMAzEZd?(%cj^8iPjXzZl28M2-|9jt>`}tb!Uz$R(d~=gxZ6 ze;)T{4T`dy6B89^P88R@v^!r$jodlkLM?D!$XkT0lUC{9{0Kw{H}tmG%VFgCx@kPi z`uH_7+7M2lY~jcTc;aXrXSa%Ce7DVV=hnpE|yo3`d%-R?9`WdG;Z6qE{+SIfdE{ zM@!fyxRaQqRrL?%m^W4jH}Y72rL2)lL-Vv7wm2vrluPR<7pE&VHQ}6U!HMgR+HHI;_tsqmaAL!!V}x3H^|_bgy`m@)pYaQRRl&h>YGJ1 z>I>Vf%$nF36=zw7GsVC^FAozK=2bJZQ^D2U(pcqa^TpM+Az>)fD!lV3N3Q9lIr&jq zUJYL}PIHRlalHH-)ff4>ZW%_;h)KrZRHTJwOeV!<5w^MUED2a&q*&Fu@#ejl{L z$gATlRXq6;Bd*M?e5&2n{U=Xsk6VbFQ93yJ&rqfu$5=N3gY>2thn8jdK}tTsfOz;p z^GAYHTq#QPC5;9;b*AJ`hL!EJ^rL91bZl;7C65m@2>HDVJ?K$i53MvsrXeMe>}L1$ zz6;@Hk8X4PhSw!qs5`jd&0>Z56pt$u9oVyp=i(oo?S*bh>L>jyQ)gJ*lyUo(x>~+9 zDsSMfGcqHF-I;#FoJFDbk^_e8y3r%R^5UA)pR>W@D|;G4CUeD$e7#o9Peg)&MIM-r zPT~GC1K}<-R!d?=tm_;Phn&eI8tG%$C!OGxx=^(Txr)Tp3t0<~_MC4CuD;HSAl%xn za{v!B%`Kt=u;?od4LW{5+?q9-e;h}3!Jd_t`YtjjOFnl|_~ps7ia!2v1Dz3Pxe+yg z$cZ10#gXxb*AcnB`J4jTQUV)oF6wQ7oO)GGm%kWxuV0={8)}3B+%!%H5v?}{mcoy( zFY|R;KOqkIYY7gY2)S!xUfnn$HY=`i77+WB~WG4)^)nSx9kW9g!j12b;!SSG4lv zPG@N14w7vbGz?l7^hSH@wZ$>4m;WR@&>YVix^*a~O9q}AF%?zVWe_cS*gT`tpze8 zD51ULu#zjHw3DM*Cv>@08(H~8yX1=DZudFwoXzpIHPXv>74e6{db-$7ne$~dQdphx zkyO!%Bp{|4UlCADYXIad0QTkpYZsdjEz-e&O^hILncFLa0Vhzd4=}hEgfzSJyb2KZ z4pHw>6?kH;Sh0hI(CA}_(8xdu9}wFY1(XI?C!H_XMeLXA*iJet=Ck!uJDM0!!%s)JqWd)tL5juQJ%Y|;KE?9SBCz(qLV za1J2qJsmWwnjHhX^&=>~`}&~g`~v{e4}!yw`)d|{knq9}gAk;-G{9{A9%{dKNkM*c z?jFZu=t2XKqQ>77G!Q8;T>t+VVCUh@mD+{rSkFy`Mf9gFyED{;zxil)8=e{eX;!|X z&^JI=n8UaE8RFZx?;?5?5;YH(XCQn8);N> zrZNF<3!*nJxvh@9XlmUBa8=-M+~t>uNIDoNf=uQ11y9o2@vKw>q-7JJv%_oJPQSxZ zM0H7`JyYzoA#^;f9EqilE$gq*Ma&}vF zF_Z(u4UBY8hfIAW&F@BF;Q>IK#_&aqshv$2u@tlEjHIenO%h$tILt2A4oc_a++d3q zhVB0gY+v-=ZnXl81fW_6K=r?1Zm%W4TdJ+97WAhO`#5fh{dq~;>xfeS9c^r<(%3H8 zrqoB|)+7vHcnZQx+=?J6i@?PjcQlT6u|{CA3R+oAQ5~bL3N=k(L{T@R9VU_-jRTf0 zjl&9cVxyF8qHSEX#uwa5%`Z|sYCTCkkA73(GnhpfPRv`h9lo52MM$=@in!aRylGrnsG;siHXK@2$~-FDwS2=t;9gyr<-G4zLzq1OE5YkgME^I!<*%& z_KKs0>$=+m*7|~lON`4)(bAZo6BtLEWVJr(k>>k=V9r6gyTlHs{1LZHVX*z(nL)o< z=;u|%;0jfKL?(IWp3FZMHw+E<$)!mC>`1Pg;pcy%Q=lxVLKp zb2F~14s**B#@;;6Ao?$${fq^G)&c}ZW0g4%!dJ=tc7o6MJ7GO%qX7z?xmi9bT5>NNrpyL6(% z!h}a4jHy|YUowjP<9+9Bga{xBpGHk-^d<^J>?xOBihehgro%3?`UuWNBbt37eXXC+ z@p%M&U>?PCozX^m_E%SrkBBH_EKN_t1RndGCzH)M{5q_<)uyAwt=WFD*`>`*te~tJDv# zr(um3??Y>qP379R@+)bUt`oc;A2dG2T8#QtZo5SE5XO?sk@PO{Hv>6;v)%OISdQ1v zB^>EFtsHZn1|rZgayAop=KXr$fSvXfu2IhBC+hzAwlyRyZMVsx~9Qtvy=>?0xTZF4%kY+xO@!=Dzqs_3 z`+n+_T0dKy_ptiiyH-mWekaOSf1PGH@txqA%M9`ma5(~%W9NK6mt>DXbqKP|4si%o;_eQb?E#F-5OT!W621j4*`89 zJcJPt?SCQ+me|?{u$~DawDf7Aw4tehz5#kuFMVRNeb*{MHh}rh)|xvsBz4(wVY1n6XpZgNh^2^+bSG4ueH%+!BOK+pB*|J z+PWVEERK&xTJ*~bqIDW9fq)C+$xEl*TedLV1okKePEiSgM5wjE!B<^rtPT5cH2k>9 zu0HxJ_8D}FNh_K5^Qt+l8v+=#T^zI+jw4V2+LzPf%F zii;*csID7%#c_02A7A!pCKgJppdZVTu9W;7rF0JYIhrkbwV16<^}0ZjUS4vcs}i|I zek*CibYg8%Ho|JQn;aR95J@tdk~)ySsvkqnyB6{)P6Dd<4uvYdPcmKa72gL?#kX)# zcz4icgXB}7_=aD3iXLSfAhBA_&C8W!h#plPZX!6z(CHGJGhWmoP-HiYA+#6LO=s0Y zRw>IdtP>8w>su$3x=q-4Ew!}teM?Tt_w|F%GW3wS!^WJZX}{q%!$xw!>OXrgKYBP1 z&5t&DycwEbxveTV%Q0XyXL%X%daN!kv?%LS>ZrV%Jc~y1Xw0TN_bd13H@9*xG;m`R zPAfE{GDwO;(;MMRZAzR<8lQP8r%dJ~trwU?=w*Hi2mAq^ZB_s18y-*nzMMz)ge{zd zR^7jIhhx>P5`xp6r*kRu2Wgdff_SXc8LH$s6|vkSwKQ)6!gl^TLXUlnWn!R zK{g&=sd5q37MD1dE*(H$I)}Ise(+D1|9AL5L~Ii?c;Gi)$d^wSCa@_3%$hR;@NiFAisXiKUTChqC&z zo_HCVoka=n<`f+{;cI-3X-Hx8o>{GxCx3ljI^6ZbAW?W1qW8J<8{iHGrINxlcQWmE z42m{|==mee$t=)F=Ul_bI;2(epC#r9YC2_5U~N>g=;wkuL-D|mk>-JN}{U~z{CaONc&~*R8hawAhBye*y|hM_He+PFxr^k z(~Ut$yYU&=L>wxF$Dn3=9Mjqz(f)}YLUlkN*|;GHza^7PD#%h6=e}Qe=K7V_H^$4C zPrc=PQ+nY7tKls7Ky;K`L*X z@^!Jao8siKlWLdz$CuEnY^Nz7xYh5&R4&cSE3P%XF|3gZ>J)q^Go$@_LOCYOR&CtT z>hJ8{y@+@qFroLS`>tEZlWC zH}IMQj%@h*bP#C+DKq+tD0qc;q0XEW4J$jxfL$8gc~`m4@||%jf>;;Y<~-lwE!Y}jj5lB06ayF#FIAAUYMG4V+g)5^M$PMoZ8J#?pGv9xkUx7 zS-pg@D=4!46vKuaohiP^JU>e%-=gsNe5PoUB!DMw3W(#l#j$;#Mp|jKtey9CEh`|( zkgt~%AD(#Chh>9hlK#}@lS4}h7{m$pvlb;=>QUd_5&ORBn+D8=>9} z3x7HH#psg<){J_EQ>H&FY;mX!+#Mm?1QvzAf-6FP6$qj?z!f4}kF>3qilFd3ho2;^ z6V=VfxMKgmW0H349Q7W|i);un05Y%Vfyj!AGw{$8|1ZKIi#=U{@x+hue;W!E&MTB~ z=a@j@{HI}oev((Jb@`fOhnKr^`MPh5mu6u3x_;yPiHEN?|8uPBvZF=$mWOXpXrZwD zM@cbInMrE)0Th|7xz`z_f?X2 zRVRaYcd^`8q1<;UZrTJotohGX(6Rn|)!kU)roy1geeiB9Qm!?1FhjWeu|)5xP6krI zHmu*_ysJ8mJO}%FTJUZxo`C{r)$D!M;eD0B-CZ^PcXwrQLbtNBzU4M_y~YWlJG%Zm z=LvKj_9D;Mm2~U-?mvOM*ROSS~TMIO< zP3T%6-Zu=qZzy)xaOZvo?)NhgxSs*({S46WXYfDXcDHIQ_wDiS+oRkM6C~{oeoJ<; z@1F4FzJIU#{)O(_lijz+xNjeFKP`#-Y5nKh?j8gCzJ1tzd&&Ff%~90_Pxzm!?$>ze zZjICKXP|UH1KRr;{Li=D&~0rG+sSCsPi4Q+32(aIn-o%|MLqQ{PR+VxMvM&&j)lH1 zTB4@^^Osxw;OE3q^S3O#`Ei|lw|MCz^2?{bDE-!X2bWFo>s2FX*9_p5W_RvEH<=K( z5AjnHBfX=e> z{?dPc8Na{G-Cx%3FS|sE&@a+}>6JCFo?{N( zyvSrEAQY_f9Uxc{dkGTNIn2M9A+-F|v>f$5DULFB>E=+BNGwb~S>t<-X!)%wE(X(2 zhRHgj#%I1|EnZ*i5EOi~EVJI~s6KD$9IH^1Tv8?QjPt;ee))tfC=NeN#&|_(ok2&0 zYG=XPDXJ>4tHZFR^V-YcviAdW+4ZU-y!QF4vX-Pc2OR0Sp8^zP-F^(x@v=ig8VlJw zWQ_ZRcxZxExGub^7sxziy!1Tyo^JLcv8j#xd!C5kdk7{%Ro?IYBkKzMBB)nTRtH_+ z+Rpr5F6=6Amu-`sJv?z4FZCjeId2L;yGFsi700L+CC$G1_+0yw(WmqPG<N9NfTZEu?}F%^Qo%t;;Sc0%JBhyEJ)MjhWhtdlPy z%)wq$d2nc*;i>f9LugAVy1rmWnUI?3_~M9m^ik~Sp8Wf~2AkJj%zda(Nd~;psN1=+ zPQex=t6~sy=;08Qnzk3F;8ZWz`09wLoIOgo+o$$*Y(lFSe{ekPb(|+yGO2Sw6(-pw z4#Zd=;68JFlTP@SH>2&}&cH$Q|A8&?h9~}u83M2Ujs@Zy1dGQFZ1F|QAh@;$Xi)CS z7pxFy2F|dO-#5#E`_OvV%yxa@q9G$tVb~qr$hPZ2hdZ*UZHR1exzX|*;EKipS0oXA zBKY|VnWq!_V+uCBH0F&#zuyx>QD=m>8{+G%i9cOV`rrG^k(EDe`ko%z|1Mf7=7}+; zsme2EI3`GH;^$)iywSGwKKG{fNhwgjfB1?kzWrSJLz<0HHDl>#+F-N`S{Bs^3U}v3 zN*2m+dMz~^ltJW#yT0L8mJP`pF61t>2Cm6-M$}3p(VS=#mwIo4W3M-VcN!=1a!yXJ218DwLAULa>LR}?% z?SEAaaEdw}+Frzkkq>p0vD#*l}i!b1EI$v9;=qQM&os(K=aY-#8D@ zXQEnjE2n3Hc&87nuv`XlTu|`s!f40`^J4Wgs8=a;T352hcp<|Y8jmK_xhNBFTVpQ* zxxEj{=^qr=4s~Q9yf_|Jnkfj$5QHh9pD4<=7iZkwmJ^ktR1-?XRx{qhGy7Gq|Bj4p zD9LPJJYsTLa}7z%`!Qs=)im-Z)3(ACpE!PhI4GE_(KU_(YfmqTwmg$HnL}i6$s}NI zmEGdc3k}5~A-)3TXyNvwCmYCZJ-x0EvHyfDIYQ)#A$aN+l$J^_5hPT89ff?1-AtyW zU%4<$d>2vCGuq1KN!Yivh%BMR!4eL^=0PwF0_Ah>(<;#DIYaBZu(0Bx4(3Xl6tO6G z*c9x==M0mmFv5Iwsl?ZAaiu{(^UvON+%U!>DoK77l=Mt~qV;d#+8gE{W7HrSO1+Di znGZuu3jjyoNJW1ywcvfU^?c;z_XYl)lIU;PR@RTUFvi3x;P9Jwv-Tq=DcgrX_#e$@ zN?>EUBOcRz?6)iNtH3T0;d|uOmE}<(bS6(>(7t;@N45>WsVq2&I%>FYv@1o{>i!WA zI)MlgL`*e>Yb1n3sr00M?5TJIF*Rd3b+C($w}BzMyhR?SGZWtm*5E8 z$`5b^uHhD$?A3Y*PV^*=3B<6rq#uKU#7Vw=rRk+^hTUFF9Vk6mc^9 zce;n*G=cdoJUS~RWQE#RdGp%!!UqyUbRKx{(cJn;{u6S-7{e9nZIxGM7?UxhvSbyM zg>eE#hpN1vpX%nSs=+(cWn6t~f1Sfp=rfvcrq$gC zN^|hxMj}Nm7d7%5nQ#t)WW`(UQDf`_TpqCWSdxMmC{!dqXmnG=sc<{+EP@ZqV;1}; zsPz}jF@M9d1!9rGt~|n63|UjA8i0gLUJaILOXi*8avPwv;MT*kwRGcJE!F=Vx0?9Bx( zrvch>jgCidk!-JeT6xl8Ic|Ge2Gm_r;qe$UaUY`4W= z;z2$&uHNdn*66XamHcapKzmg%edtD!3f1CZ>2#2!fo}8Wj zk~^Cb<9m=LKo7s*g6NVgI6x{`h1c45mrzNy&GUC1{-VP3wd!wKCn&vepm>`mjn?oj&8&S@6{ZOmdXtqhoGjauIo`)ecZh8}Xv>FqVhOy& zPjimsM9+S(R_$8*RaNjz*w7W-w(q_V0Yn}PL+@4q>=|%rDdnQ~{^6r~v~wJ}1)q)P zMBDXf=Q>uCS0y}}OEyyD3iB{IcZvT=SM)q!wpaTzXe4yaC%66L$DxVC6cL!|(r%&p zS%1;@*GlquZSq!1ZEBkw+xSz174P#fBHGUzdh4sir{XR8wH^r+hGSAWaf?)%WCWb6 z+l@0wE^Ci6q|8mrfX}1}Zpd`IWi|0Rk4$N#vHrnls5V~RtAU6Ut+QKoG?31=)t&4E%6H-Il^)fhMmxg7DM0 z2H7{mZgEGsTT~lz6UTiQC7QgPhyG!L?}o8GAIek3h_=|tw2VFWe3VNA!327G0NB8= z4gj_RP~QK6JJv0B3>ZM9{YQrnpc-!M^~P7NMFXkuRzg+YAQS6g1{?(-Rn|#0{z;Q$ zp(E0iu{_QK&a^W7>*!f9)P2!eoSA%Uq-U`~e570Axcgq1y$^VVrRCFd%!StmRQp3P zs{?sG+81#=cbckD=fg^TYUdPeOF#pzJ~wa)OSYuE8Usp}3apb!v(5R|A?mi8CB{uT z*@+T?@CwrdZ^d=gd|?8Qckzn_@EZ3tLq$p>?H$mAmO@po?4xfmjNGnz_~3irmK+9c zy6f{n_NygOp1K1 zSBhM3Y;R$SwQ{>n5s*B${jb3#9|RVA;4S*kM}|LmWmAuPg+D5B)bh*x6svgGBU0?N z^4YjLAmbH$;T3-HD0#^S(t~2$ZFkSJk&K_ut6R~$CVLVdXfaI|YQ-W8c#$=~f(L`% z<8&jy>GHpE+I)>c%zGFzvI^$K0-6w^2)I{L;K$CmcB_bF+eMZa5QuJz{0e z+jxO)nmH%cAvrq|cwx3Fp{QI`#-84&D8ugWLyt~ZUPbA^QAzGRzGBY)u;Z=oBV;6B z!T|BkTTQ0AM`?%w%Qkqc|fu^diPy`_S?&rFtYU|EGbW0;E`!2W;w+-B-Oh zSm3nz3hl~`IRhm2Dw&4L?AEY4Ac8_~%3BQ^^W>p9(j$P$z%8uJxkyhF9!3o^w0dSW z4Dk{Q)k09HriDUv0~D(5pinIgg=%UjRA)46mpV$>!vA;$Kc5Sr`s5C(`v6qqL!tT- z3e{p~MYsm-WTybC5ui|w{x?(yL!nv*3e_}FsK&m7>fciDUO=I`1`5?EP^dCEO;9f!wVErNPQdt)$|d4=Yv16?E_w zmQW*40qZTF_@HvV7O9)qx9_gyzR$DIE8nP4`?8bOGDoevU!h*6jC}i!MLud9hB%(6 z2hRNow=?3l@T*+(NuN<#s%?>1PtYg*K<--|Jl5@7h4!p@<#^#$WcQ!AxjY5j8sNAW zHEz+>yO~1ispjsjMY?b?_^sDcWIT_dC$~Qm$#o=D=C*Q7VvfyW!dK(B@8dLz1R%}D zl=vr0n4vY2NP8fEq!tV!PZbFhoMd`@Ao2Aj7U4WVD(;86E2xb))RrIP?y1>+2Vh`R zTN66I@j`eS+{_OWMC(;(%bQB8vsyBzZU&nbl!2Iss4@tsia)3>gL{$%5Un?%Eh48) z77t#v>t)WrHAew|c9p1DdrJ?qqKYB&hV`Kl&Nf~@oRoZ62rkqcjcVZ}e2eh6HQ3VY z*~s9wHg$>NiW@@%r?ceRdv^9<(bO{6P_7w_DyF@%MQ~Bw_1TW{-?i9p1>KCYPuhJS z%%VbQD8;`}?=Y%87We&0u>GFHz%|o74S^N)$fJ#{*}nXDAB$h&%&u6Z9ahz(sAz;O z@%pwidjDuKBJl~5A!*y#Lh2?yx;s+-rMNFL;kLWsA7z@r40(jt%+d4IaukM9?Kr81 zypxeBQbdSK%mA`=&kV%RVX_qHg%(_pT=E46XmCtX{4K*PgPOm}F6>V{hX{^^jy_0D z*q4(jzQB6u43rQQwfiWr^+AT1-F?X_!a`8U*0YAm%A{vn7)dBAHeYJ}^G%PIHGnlW zY;q&#LudwTDpJJjAw`|W-e=f&n~=VDLEp-5kx<-T+yW&76%oZ9ky%fo`&6T8OXQ-( zaM>a>O$8TI4hLT%=(m*DEWQdwp@9ulZk~AtlB>-wp27FK zE?4yJlONzdXe{*;x4efBroTb&g&ti$e=@*Vk&13=ng=7| z!!aHMv;o5E6;o_zb_a21dq;QLD8HsfN^tRtPi~b{hpy%2U3;?HoAf8{{P~4_M>TLG zpL2G*=i{EcalBz~r*ac`aD84QErB0wh`LRbvV%%|!M;sE5cT0}%i_-H@wz%uZT>`- zvh^Rdic@`}ImYdQTCO9Z6=?qP4#?{rX__{Di_HxAF^9hEExVPmJQtESXSVB2uyOro zbWkXgt*rd=O=#=IRB8x)QMs>YXu!oqWC*>V65Hz_i3rC6n4`AlLjNSVjzhQ8X#b`2 zR7VA_gSXe^5;y~}^`K3c{T3|(T)^rzp242t5shC!1&U?Kjd+V~mCY9V|F zmZ;9C!4IKq!fHy`vHl`i#B0~Jkz?=D4Q+4n(nqFk`ufNG(0+gO-fOPLu>DI?w7q9n zpjaQf2^6z-LW@x#px7Y=6fd7>@iYxf@xhOZ-4WcQ_v)f(@6}J6Ceh}CM@EPX7`gHt ziAp$vMvS5u(h+PF`3hQyhJI1TpnP9GxwJ;xTfX*@Uaq;~Y3i`vRJgHb9~$<$tc*Dp zUfE0L*5h&Q9ueMqcjKemmX_CKI8=8%*0+~>k-YjPXs&7O>LgPFE^Nz$>ostQzQ;2&uWaLCvvlJl z)pkjc#zuT@su%Wyu>mtkv%czPrQl~eWqk0(3Mxd?ydP6e!n|Jv=PlEoJB@SjPstqm zE3Gb-4#UsZ*CSa%r+qsbN@psmJn_Ne)Y9WBR_(IH$V%#(6kj02Y;n(Uriz~)%5mq? zbv@S2{{AZ0lS?TVBS@V~si+G62;L9Gc{~Pvb!RzF~d0(<6 z_F&-tZ+H)jp&MH`>8HY%4}zB4j|C*pw$X!^oR&5Zk8-|y1!K*%9kWZGZa)cL;3?&4 zud&XetWr8uWHG_k);RL*4q@6E)i@Iom3Z!HKN1aW_c|E{?DU+F?S!TovRS4qknM(0 z4Zo>=7qV77Rd`lZOQ%#>$NNlDsOAGoj$AsX=@v0Y$`nJ{em2}vZ0P6xG`Hit&kSW} zGJM_~N_9pN)=TTJ*%t?10|q3*+Rx`%*vENr1QXE044|u}^YDckDk8ae7MM-s8kAAU zst@&s05=q;v}x-$coYy?95TD@=i0NOz@eyl4_gpM!ozm4p84j_BNs@UXZs zasL}>g3td>V_wnD?#Tk}td*i9k9{%oBkUv$9^<#OaNyUKx3+e`RLX8+20lu9M)QqW zx+avLfbXT*v$O8^jSf0<0K%IJz1o5W6osE&sU*ap-dcdfcTUo5ADWr7{a>WLWn5L? z_Ae}rbhGJ_ZlzlqBn1HpDUt3*IyWImcQ;5W-3@|tw{%H^G(2l>e&^itzxUkFeet}Q zbB#Gi%w&HTYppp(m_Pup4pv91qN*tnhEEmYGb;5%<7xgE{Ud?;yNuAFBDll~S>A3Y zd$GyTHwRcr`N>{t0V|;B_ej7FlBy(0iZ21z ziGo?DoUtb@f#&`w{6rSx@>f;uP)8Fq^?Itob0zG2j?8LV0u&kPdi#%oIzdH2VC4u4 zJ|r5;KoS|mQA{H)l$2#Wm`!5v*I)0+Y6SEbb|A(4}T0q3)+ z(s7;Vv(##09#+wel)`^o0n5TXYTu|H{x~i0hsOHQ7NlFCt{nW1f99A zQ}&q_-2^Qi(c1C{dziOwf-LGD0re{<#u3By_d9BlWA_BtamG%f>h1%a!)iE$9q-^1 zHbL8S;o)RCmETF%g>LP~C{dUOIfsqu2zNKj?aZ(-xP84reB7fBS#A&k6G!`ev$dZN z5obvwQeRWu2>Kx&ZGcbw9Ad)(S`45uSydpP^C?K;N-6@W&L$3MVyqGq-sBZJ3lKs8 z7jS~}zY?n(Rxglx^n~D47dNv32!|yGuPrS3Z-VG6Jt@m)*|PjlYf;U9dq8kp_r58E zp^wi5PXtTz7@7QQ)Nhz;EamMMdF+|jBJh*Y#1CAdX(Jm${xOGdfHU%kCnZCnuKLXd9!Se(xYAfYkl#Ry50zBCDvQhxYm=Y22@zI} z98=~G#>_XTF=ya1`iLGR9Z{V<%JooX7iWB~7P%^6UJ-^PR1}RS%%9MYa`293DA%0Y zi=kTli`FmHCao=Zg(YeN)L?1x?&#G@3TbKBj_9i2ZzC>3jTVO)Exc0dV{)>kfV~Bn zsw3D+x9`gWy_V(llv0)DQd2`#(*2$xA+!m)2O3)ewjI!wUXjOgA#QtoH}bJ%;A1|z zv1Q3NH@2~5^|nQFEn9wRVB_9jLi?6oA5LAUSGZE{4 zgc^Uq9Q~@6u~5B^_AQQ{j8 zp=2x{Rqr(K0Ot*3-#<8Qrx;q#Dp?WE(zjDc+7;4?pre2*+7|HKr#0aDxsC$dd6OLc zJ;C@hNZN*^%ZEL0r~y09(9wgn%K)Z4RVoy7Jg{H4XkzN$V1_&;RavjscyBYYf+mq9 zsV)K^2RL=Du%sqo^d%?#-b2zx9t5-zbN=_l1l0X!@?gGsTJ>;*wXatJe0o+SYcchd zHlYpeUYj7`-%BZ@5a2m=GvnA2$9Jj8j($1{BF~TV%e*YMr_m=XlP!i_WI&a7(NCFR zpC3RbYD@jn4ImJ0d8E=iQdz;jhYE^bX%&YS`L`fo`{-Sd_g1))=}JTAmrV)$Zq2s{ zH*uaSI7)0%O5O09Tm<$LCbd?p%%lmyalCPT(*C_>Nvtgn`6HW>T+767kd)hcnAWsA{jgTFULIr?WAoq>MJuu>_yH1 zOGJw&ph>QLjfFB5EFvkeKWRhtfx~!B11fRpdWw$#;bK@o1>>lbF zG}2N~wVWgn0t>k3-r*1dERIn7>5C#8DZM$YR7u@b9V9t~nF0#+EXZbva6@?6LyN81 z=LG}&OzJ7JYeBbi)Hl%k%^_XER)+}Y`CwoWKID?3VCwl%`0A`sQ*m4+;&tXe;88hU z5~AWsaKyNL8nba$C;IyW-ev>nTvAoYehvY(2xrMEX~Z{d8&V=MQScb7 zvqYTZ?|HYcFg{Wx2FcH~@=$mHnDx;~#C*G2K`NmiBdf?K8`W}#Fv!`ctq<(m(n|=L z0wIB31BY0D#8wGkfbJ)auUwFP$b{^A5*fY~lINB_BJ6Vt5F4O@*oX}xU{qOYq(h1l zuybEeeh>3p5;Ul!%PmDfw0zm<0U>jr_x9KDq#8t^aDq{~DLaL!Qw*FIX>y)R%eYD5 zMqn`imn_H3-!Eb=)u2)&w-gm||5f8Wl*ELP#DOQM7a&ow~?#Mks>nj zZ#j<-yw&<jw-S# zL?%R2KTu2J8zUVO3zi8kb`{#ZMj6qhes&fIe~gdef_VJ7tQ_ybBY zOfl({?O1)G5ryx8R%;)hP-TwR|$tmE=wW?>@AL`f@E%IaPn%PgDp0OBfp8McU+beGJ zzR1GClt*)jf7jIyED;HGNe(h^aMKD-t?JzcMz1TY2T;PQ2f~UVOgw<~upQNjn7RKd%+Ji}>7exSWPe z*f&j`lrXQh6zT15JICDJ9BUO-lD^)0J;PwEP;=FfP}bWIGX*?2C-xchd7ij+xx&3i zrY2l><>>Iv6xD9aUrB znKM|d9>TfdAC($xroPv zQbAoJ&%Ke+B3H(9`w17iPDSSAXS`oNdNkNi{3tvOv;N$7V8gjQg7{@&*{GRfi>R)x z$E~g7l}$kSi8qJoA_n35z0puTD_gLr?}$5hG^_TvU4*QPPTsx&$8Z8mheg-$uqr(( z;6$AfaH5WI0XW7!OHej(fphK}`%6D|1~~5?@P%jpbUtUuqjKz%9^rDHGjM3`fCDdP zg;n?yPdATw2sZY6ehqKn7&~&?Nh1h2&pwB>06kh)_R9aubh1aX<5{CXO}!O|u#IE* z3Bg|E!lF@geB(M#9mux$uzrZOSEp1E%G!ToH9%SBPpniy8&^PUI}$R$`1YJLYa+^A*cDGaGg*n-xXKj5k=L7N4j;lap-OQUAzs&$@LkS)TW`gDK=BWSZ9ellGX zxo``x%GP<>K(>1O^-BP2M!@Dae6s?k$58wL@H9&`MyV8vzZL^_jOg0g+@Kw}^-hpLj5;ioJpA#s~tsJr8^9E`U9$!}9Q zyEx@1!98}IrN{*yS>*~oCRH*95BGEKoMZ3e_VjZw^u7eX%Lq`bn7B2n!hNVOV<-4L z7qxJ0RAqZ#{{<-giUOvts_(Aen!Q(TSO_wmlMGP{e~pB=2i9v_fVi=z0E^&uI%?s< z$el`w+_)DVhOvV4`~B%&2Pcww@K3h32S*6C)w~iFKD|kaEvCWa%>3cI-cY zh!AxiU3Y2G`a>>iGZEf%c(VSt8B$RC0(iCwJk-dea;R$q4KG~$rJ-FegOI5ge}zSl zrWW+kw#z(j!&mFoQXLS}K;HTIrldB@1o}!9h^jz_pA-9=?Gax?*IL{WN4KqD0yS`0 zQ`5c%aY&9Yd2L2y`>o{LEXGc|?|O?g_z8g9k~EhU!TT-uqIm37%SGC6lHim24*5V( z6v?*@Z}Q8qiG8CJ9hmjnMy)%I_WE=-f;M~(o80goTZ9NTEqfn|jH#|rSRW}Ru`VDn zPi^d`)$70Ho2=Ohy+{j53Jp)u_B*X*-tFf zC$0BTEt@A+a?jcfW$%GW)fG3`UI$>I8!ajkgzE=@>Y{r9_crmZ{u0by2q79bC>Uku zkdq2bfG1o$5of1JSd4UhJUg=>_TQr@`hbu6R$n0cEBQ(0GCsubEr!rv(R60OQ;wSw z%umiMAmkC@i+o16l#&a$7#o$ZB{Qt*X%$|ZSmgvIVN7=oX)toFz8h%N_q_HO-I(Eb zBskiUf-Bswsk-kj*F~66sJ48DWQJ5cA_m$>MJxhe8mm8SqOkTIjCu_7VC7(mlO<$` zgLf%nyill=I`Sp8C`Is(-{9g^{ef>quww~KdZ)1Vgkq2>x zqxS%+*9AP}T;85G2=`zWW)1YwLOkWv0!%B&Jxi-?#)2A}{W8&+{ZBzaIfT#S6vN(W z(FIRa_@4rBld`r0IItg!weF`7p6eyhL9Jzs%=pI}JuTpk{!Q)NIY~lW_P$UF)$l^h zL!Eg5V`MPNcRuZTg8{%{{4xGV7Y&KD%hz67DJBTgDJD`{Q%TD)g4!u2&R+%>rcffd zrcy-ke<|T5OzY%SRxe+^cKi&O(iHR3)wV$Gs(kU2B!O=BrjqLrvFX;;!p_;MEYQ4I z_+m9xe_5|}ZSWqjj(M6PcSP#iDEFt1c+GqBGE#TcB7#(9h(7S*gfMfhqsCnu!ZOP6 z*LGLTykxq~aZT zouqTT@udAfXlx->mq7M?C7Z)PEVFn#`ckZQ}C)zFr|ySat-4{JzLT|;0C z&>@$^$~sb`<-a(8A)VCE`2iFTp9&v3mjUayPZk2877jR|7Fg+^7W$wTYLlQA$Z??- zjG#)N6`;+A|ECiAlTsU0iRVe_;XhkydTPn>N$IJtWlw#rgDU+^fVQ;tq@)XN=^rK6 zCnYv$_m-ZNnx49sxWn@A(egZv_J3GN{m*8tp%#QTv6diXAE0W4%u$?#6J+`rLv|oT zRKplMfXrW)q$z**f0wl890S%?nP0LFnA;2ounjQn|6THb+AJi^Spb&nzbk%LboyVd z|4+%~Pq^v-w|@Rl$^S=Z>>!>8q-*=%L|8pt0gped#UI1J0p5OMV&rR?YUOKX<(cLz z&W?U-)5R3tOZp4|`$}{SvJV%O&kG@23HP26n4bT_%5Xr=6!tR6AXz_OtImWhOCf3J zV@m5wT(Wjp!jtM?q)gv;H{a6>3{r0~h97f3j}6`MKOty9=wf|~D!qV* znqwX8i1nV?1`Yg;mbiPKI;8p&3wAQ89y}Dpr5wgMb4(NrLUXu(HqdB`pZ^ta4Lq^%Qvob1-7m{LlK18M-=d%mv5Z3vt@c zgbuF(LsN1hQ2w>xnDfKUXgL8ly$AQqC2fZ#BdKmx()0vaayo%<`Ymf-s7l?FiXv3S z5~`x{q>=(v8H1{LJ*m8csw6(CC_q(=p(+GVDoIe4j;B^=p{=k(Ra~D`-au7!peoZi z(2gZQRjQs^c~W79s%VBr0%Q3s?}P`8MKvcE7>hR!8DuQ6I}E^B5+!9$x`ldhty_RP zJmu;O$e0zOavz@LVxV$S5INC=vu`(~?=Ta?-Z1Ci=)FkbKfbvXbshcndI)I>H0d?k z|GEn)9>nFPGV*#bKVjVECx`M-i}=I_YW3bcX3B_9bW;Q3@ftE}8t*HiqgRDnc&KHF0f&3~uYnm+Vp3fv-&K z00l+T-`0TV#04NSLLI*hlC5hb#`59A&hG=D@^h06u-?=!GVcH)0&#v7gl^WwNjw^C%$0?HDGfJ&K<0;L z#+Jeo@6F+qifn1o@-(e8vC08=2?W#D^pw&2P}`39@< zCl0*TccB~&1-AxzCIyFE>5n&!txbQ(5NOKW3$Y79`%UI6hLsBr{wPgL<=Dxn6}H9o zz$u@DXYtHmKWBGJ>mXN-{WU1z=>KcN9;r25=df&8IpzX}4Y!KQC&zur;8`)$EwX6? zD=g2<(Ja~PHhXWWC3D8xI=Ue_NZskz&yHwD;6r^RA!cc_GJe^*?tFOPyABT4byAnXqla6=Bn?rFiIR>N60SNHjmoN} z%eC;AEjcD>!DBC#n$)iYQyfQ`F5nY0+wvRpM2x3)5M4_hW*kI~e&!VyZ4UH~mSk7w zN#!O5Wh+XU4>c9s$|;mcFtJ*|-i{Rzc!BA>tv+W(p`8^1Y1Ukn^Xa;hyswC-1A4khA?bfyL}*|uUM0rfXUM?q z$MGyibM^0te0R*l6)wKDqux3+0fP~VsB>Poa{av&Le(lPSVc4+p-hL(*(_)RhdyYI z0WH}yh9^xY?uwnw{ouojy?RLoe(#x#(arTxYEn-!Qy2joUd z`n7PJ#g8R~fb4;o!v3HOCTGQ?JYo54L)E#H^+v*7sctJpa5&DviXOkDt(i4)i;=^H z(4?K2HOXJ+miE+J7d3p?xVPFs=e^35x+hyT=x>N=wZTf~&cHd1(AMd2#$}Srrku9;y$(2yvv5KxqCSNk778#549z6HlDbsOmxY`&=XfJI@;njjmd2e{WE-Y5Nhq~hdVZtQC||*B$Z+0>6D(eV>5hE4 z0fbR65V&7nvWH>NF{^)8kU7NDeRCdONcAnA8BaRZA*j<#ty~3U{mKOoFFl`X{*#+& zr{J5*fHS{im7aip-L=K4ISFvI{HCpsen{ekmT%~63Js>$A4!36~bm#wbK+T4v7Gppprf=R! zG|Pje0sNPUseBY%%2N_KN$?0GV-cG}Qv-xX*Dl-IUQd}bnI6tWZaN#;fAh89;&L`ln^5o0d+Cp&$w*Ul9M+)8 z)NDllvA6#f=1b#^pchUxEpM)7W5FKM3LBAA- z4LNxA#hDkE?$oP0mj;lS(y~0W+J6rqMG%IZ!mI}YrI)^OnCgfst|{`lu7$;19mu3?P`YxmQ|OR8WtNQ zBOHK7@hnovY7coLp0TM@KSSAs@lBd≫Z|l$29d#E*Clp0 zW1sZ5@Pz#1x_5r(Z1;DRR{~SWZ2m6jp}$*{F|TTNol$Uf;m`CQu7xL@UK=YbI+no8K4S!;-jtH_5o+*_DIXC-aRDZWw zot#^;H?Z7VC+Gzr+!hzfEtRkR-ze<}L1|L5=B0Z8x`7~qmpmR~OP!1kEnU6~WVvu< zg3?IZgovYuaPE_=X%?%mzWocP0d&Uu!b=iW0)^@7f5UX2nHb687sTp?Ef{CikbSgQ zS&Dre|4vJ6nD6WCKD5_o^S(MSkN}}^kaZgP?qVUrDYyoAJlo%{JJMflO{6r4rA40o z=q_27bnKw4p0wfO*54R(_F?58sCGu(o*EDYz8h9jF|1oyq1q=HezWL`XH`v><$&P8 zu0Csq3d1u`u7Hm?*ZN0lsna~dDWpSsfeMA?yKsVs!j(?j5eJ)k-46+16=QK1|Bck_ zj16!NIrnL~c5=60ZkdDiPiSfO3I57u9#S|S+%|}!5ZafmZNBeWq7NFZpFZhyZg$h! z^eQnU+aCWQRE`pCPPARQ@OHC}BG~+5ouiCc;iXeue!(qX%^te6-3qgIuQ`Zyz4}eO zauGjL*;{2hVPOAEvew^3yi+D#EE~`p%xnzu+9N1>Mq~uHMp{c;e~i zODP(N&QIo;jCMy^W1dI*EyIQ<*hn#1FZqY_SkcAvSYiCl8#`!47>3$9RM9R?Pf$`` z>J)KCb!8}NIa&83GYyX;2x{AzS6G_tv$V%3e-*d6jQI|*6TR32Uml9X`1oQ!pL zrS}*=Y!ayDJt9{+r(5nRBKH9ck^G-TEqls3K-WSi?RVM{SDzIvRAKq`T5z>cp38NO+75_8E6i`U_F={A)Sf^`gyc+fZ7+)=jo` zN#fV;pbI74#gi-<*xYOGkZKEB6y#0FDF3n;1Ly&s)y0tZMrtShk`{sDWhToNeNWdA zaLQn@>>(}Wx%WLk=Bv9KNAiNJn);BW^_ev>g;Ps=%1_rdd{`5A+KUngb6$ejxc3lr z_GVS;Zf+%@H!{)>$L0J{F%_CLKeH$KzOE9Ob$k*j`T^)l%zFY`saVGjKm1a&j?(#c zIuM0taO#`RY@toZ6v~wMThuA)3z>Hx@v#cHxLt{X0gT-QZ)H3wAGQbiIZQ^u-7k;Q zBQ|D!w=o2^12Y?d)ldVgVF5X}#pAj1#7x5TX@%pt14O_NG-**x^K*vSj0&4oi-ulL zXH;JEBfjljfekajzrM6;A8CBf;>59FXZBRnqA{qbJ5u8)tp1-4Avl9~_*ZeTqkaVA zUMP-*-sBW{#($uY*W7icMGN|%*{QN~0ibk-&<53_df`fwAlow&RCL1j^B;4;TAAJ_ zT!A(JM(F{3lw9lHNdKH4T#^fDM+$DHyWU@)wn&@IN468numm?OjsZO4KlMiResWA| z1_q3(S^9}M6c$jNc2x*4t_=W@{=oml7j+G6B{7b)-(A4z!v`5e9?Z{fIIOR<<3cR(%BP;Hp zhU^t)DNg(_a_a=m0nIu)q;Yv*Hy|Rq%m{F8<`YR3kY=l?jY}vJ!B#UJZEPL`e=z7# z#wB7*Ty0k0#2ouT!li|9(za3-m6eM+d5Fd;&M5=Qw>8G@=~|@B25J0?OQ3Boe9q#C ztj>1>$N)|s#-mguAtiI3{tEa7a^HF(Iy@@JGhA)hpn&(7C=nft z8>CNoJ(M_#;>s(EUuIW#>W4zlK*7LK55RO!wr9H=6$3>P8s#QjJj`Tz!T8RSIn$Tr zCE<92y~7N7ROdD%0JU$0v&O{%kPihA9S0q=*581H+zO$C=YOHL-3neHa9SU)JLsh! zECmxT!*TW#;forN>?`j6jI!Xb?bkFI!Mhi?0jwOc9gr^)8`1-ankw zob5r(Bhef9aaF7PO>H*w6?ysg-1q6X4tcBT?gwP|A`o`8NS(utLC|_3l*jiR1ONu~ z*DzPW38l4I32@t~wCWRE61nQbM{0SZvN}_|NBJ;QH0_wx0sVv0_38~{efpcKd5c~v z&OQ4v#8#~+G2bZtP z3huWJE_$t>=1P?@6Xz%{PZf2K@=6nTu@j3AucCjMiaP$?`jN?h3(Yh>qIR2|U5`jw z5UguNI{GK4DY8e?n?ecrpL3F5(}tc)JGiunXQVA1h{pW5y_0eHdrO<OsaeK&Kby}C2 z%`Jm0upQcZv$dP}xzaz9mTX2z)cC4QuqLG(8cb^3DQu1umFp}-#5V6zcdqdEkaC*@ zOe&=FWYt)Gf#H^jOx)BPyQd!LAaZK1oge7M2eHUl2jA;03wIh@vCkR7mZZ4fneCIe zu$vt$pIbIN92yIVzXqo;9l}FDDmGG38q*APV-kI};#_tThkHrd({E zmR8F})qRk#S!hP?J=%8!$h!RyZT;Fu%8f*li*Y#i5N|-tk-fVQXitK zDacZ{;UEy&U#9s5-fp11NcxEK{O5*d&Ts19Gs@I;yi(M^6Tx4_ylGM13C`oy=uJL6 zf~mznT~9I8Bmbh!IeT8Da)B{e@tXoYk0RKHGkrc;1;JUsFOaF^>^@c{=;9q#9+R>c zEqpP`pQb-=@#l8mla-9NhWV*)mMH-~1~F>QsPXOmZrgrCUOt&k7$-sdUZ-rMFcn%e0s=E%|oMu zof=&hHq@`t^XX$L;9Vb@+)@i8RZe&?)tiUl@NLh;dKQF$qH;-aoqN`rHF;5owEm9s zV0vntS$ict*Y&q?)4ldeB!3_Jx1AODg7wcS+4A^1qx%~hTA#kQ(O!uA?P0DVZV<)qsKprlSil*of6b! zZSiQ9fB#r|(P^$@D%o6n`4#NAQKl!X9CH~1{;|5SmoJLHkv=KZ5AO1`e@;$H_R@hlSqZFMaESGLN#`FY-bx=TZMB8)n5$=_sqkw5eM^n{Ui@5n=X*lUEUUSemtNjsU%Q9K9wb{ zJge>}0Ww)g)=yk{b{9sW8+g$K{)dWhybDY(bY3E>{8?Sz1jmz1z}WS>iynK`FDRXz z_Mt9QsDD@n|8YT?_~Ul*q0jA4aVv(?uYt366jVspD3tOSWlCX#QtSP!*x6h@IIDk; z$O85j((p

    %CHd#1kr(sYgA!{T2C~ks59cPZa^0aDeN-(^#9J?qYHR_+be}4R7pn z=r@+s`O#KN4p4y%RI~}Ygi+sYZ)4SgTd`18C0AV4!~wAgR!MApEbIRx!I+^kxVMIZ zO94lmM5B8{*^gbu6h^)Hn+Sf;gGlkBfiH~7<`m!a~VTC)J zqAl}e_*hb9Bo6lskGnxXi+maOmcH)4zP7cPj8OF`6J(+s@Hr818Y#B8QH8NrQZ5w6 z$LgD($Up&~>OY6g;x+$So+#q#PvGO@Odr2|z4(OE_QC1MQ`jyz>h!bERmcps?@C8} zw$DpHYzJ>2_GxdgH|?G2hn{;alr-aGZJt|kXo$rWUy+UPfruU!}AguFf8VgO)000nDL0IY+R+vvya_Ag%$FNAvFC_;d|c$a?c ze7EjJipYI}5 zhsHtS(Q(q!+sZIQSXta+3ON2mT&)yqe!u*=zau_b8<3Sqn8NO|5@@ZrARt|*WlaDn1S`{379eY3(Y|dgi8qj%%&o4nh2M_uo9jv1WXaV}CE@md(%yJa= zpe`1-5My{>3~=b793B%bTLj4lJ)%ElKpiWz?ypH@9bl~&?JqE>g=9mBh1yThy5*<3 zw2oz)-*X33qAuw>Y)%>qvL@j>RTJnOmt&NiszcXp)dF}h{j{D_^6!@S;Fpc|4Z;)9 z-Lo{55W30cc|uUiSWCn$V@sN>Z0|~8Edyu}rUl;l)kwcH7%D>f)`6^#5Lg;y@pTMY z>Z9~B^-CJSwJ?DG!0YvYAwC#D{B8*1zxw_TxFIM3;_E;X(=uua;I5qz9{&j8bsXU^76=}4Y*US@M(f6qN=EAxtF+8Y>As7T?63}}Gpac`&o(f4;bY0)83ts8 zP+#5pxH13^BTfzS#N+FV5b(XSrZGrlG=!6O0$NX7DkHL5&sr+gWgJczSQ_jqNY~cN zY>>k_K|iGp@gja3;Yrr2f)Ju@@TC2g_ZQRRKU*5U^{8+(R2twWC=Yk5!qxO${-b;B z_<|U%RhA3%IoV7l!Xz1Z@hv&Lc%AU!#_ax-Rk&#FbwqJjmpB)Y`TN9wVj;KeHHwgv zPUyG_V+k16dt+;DiXi!u2NQQ$H8te1kB&w^GZgU z(WiYBL%(s;)K+)=`65IA6Le?EkWBuuNKZ-YKD%(MZO8pvGKhS;G;w6uOpCP{CuVjS z;J9*mN#ecoT~)kK#S!?!mMNJeEmpDAyj7j(+djeCVD__9=+0sMQ+akPPsugd``*TD zT;vGN>fQjf5Z22UF|`D;NUR0Maz_}z(JAZCxo1iuYdEUIB7ODdL zQ!P?9$a>LYv1tH47BUJjq{zR2t$<$x%Zj(+fNL{xzz*`1v z=KHTossAhLPrjQXfC1VRvG^M{jFsY zzQyS%0joMF7uf=?1ugU$>)L!f(?6-Cb3UsiXWqBOf8LJoB)!-t$pyX}}c<<8^&0eXym}%{MhC2O^`r!4&=e z<4O-M*Y3wQTCUBH?T>51Q5mtJGeRCppOEvmKL(2lcxzG$e-VZspO}{Tuxq|&#x~~C zIrL2KOd0UAmkPwX;|1dHun8)#+=2BkElpXJATf9F{~aePP9UW8A|`me3o< zE5PyvpWR7|n0a}-vijGwg*oT8TXNU9)(KlkzFy9zq$U6M8R==QzG7F=Zg)faw0h55 z!r&C;qTWFH=3lDxh+zd7U&?`+6<-T$a+wPb-D3pbV2{^jcft&k%+;^>hxVwB3l%L zkBd3kJzvnZb!A7Zr#;JP)t1Q5X#+%XV6<32%f7}%wc4t%kDy;-$Uu&uUs2f(JzKLG z?pO0W$)mCmvi~61Ig4*>cugQ;G<)e5fcI1O#M3}%PIi}DU8@m^eiT=~Ra)|BC`}<$OFN zHH)iB81lYeGIgi_<&K5NmQ*3TgvxwK!? z#D2^%SKr4zgaa*tL^3GpQUvTU+Af;Ri-ZRprb7p$q22 z^BFPJ5iwk3zJY$;Mh)<*l^uEeO%grEL(g31?wdj0#gV1mvX#&zlXW9 z!ukA%A`H!a=a|egl`qGXR!O0=NbC6|*;08zk0@)1JAkQiHtnZ>_GSbdgi0=^}Ehz4SN=& zmt?&>yAGo-PbeMK6so#!LU8Asyx01O4mkc-8XJ+)$lYN}A!(a9V{J+^aitgvihiZv z($xwOt9yMK8ph8XPs>sjy0mm4ZE7-a7}Tvvp#k0_2SSm z&XE-JAx1MHD<_q7;w$v-35No|e$`qIgF!b;h@_NCuvRm&JZ4{bmea8V5;~t*Qvf1q zHQA^3*9#IhYv)^~X|o^NQL7sI-#Ff`j%?&NgoHP9)!7cyvk$fCZseb|Fz&o-;Kuas ziS;{wr({(z*#m@|WziB=Is=!om5AS*P}t>FF$#=p;gOjughg^8O34sc_G=1OwUiL% zyh6_{0uM58m8Q>rm<;zrY4G=30^GD=+m1?u-shpGuZ6i9Q%TQ1t7;7K_&}gP)ID|F zUnroEIeK@x3zs5jI@;vX&#_Y_3qpx`79N<5R&rv)S9nOMG7>JON7I@Ua%GIG)Wx?- z$q~=sboC}wJjC*s-oz^Lne0BAC^W+zV9)4DRss>Hje0-sy7%6v^W|25bJn0}D_<7D#IE%*TDr!lp zvBpIW`m&4nh{p<}6+RzIq+m_}SxUmdKT>Fw;}b{twCERJSv`uJ}EA zs^5{l+2$`X=z{=6mPG*~03eWhbgQ&y$NIx!l-(haYG0%BRi6?9{&pB3VdDW$dAY!s z_A)RsLPowDpsZQ>eo98K=f&nVM_-+~{GG^u*FJvr_d&pvDV@Yqy;9?cjk$aFbDMqO z=$3KCdlEzqGVNokNX{~OXV&8OQ2fcckI7n@QZM=;f_4@r_k{swPx9! zASo4+9TQo2vwua{fn5LhC_5Ltao=ZGJ!kgF(@kr-uAe1fvhdqk81%Gn!sRZmdb$tR z;HTW@4NZnsM{CDVtGzO3<&KtY=(@H^v6O>^aWztdfbby*0AXeb2xnkX5zH0jS!+va zfyD$co_&tv-iL(aT3DU!A_|G{8L3_M+)IISyez1#OE zc1$<-6%%M`46H*OLF40SYHa4_!53$O-cf=NC||380ZE}czCSGF>=2BpFeqsp`pu1x zy?)UzVM}|0e!}79T4nWboREBk+&W1Op)|r+PXl7+537}28qFPs=HJ}>An^MToNrQ_ zpb*aAH%J2Dv@0*m0S+tO_qEklR1cYHu80(cN`Q{p2Yf00gT~GOiN@M`-#1oys84*d z)+xR^TFig%-Y1!&91yG#N6Uldq%JdfOPl2lBCh(oK3dP&Rj_RCPmAdyPwvTJrM)(c zb~{!7s>_@E@Kqu1fbgaS@Ot%spbll4%{sptQ6q?%! z*2Ng&V;EB*?lI?W#?A^_983DHi|_dN;Eg!GbG{*;XLLWN7})497#)lW0UEm7h6NFM zeL|G!WryQyfA?$d5OcF zV(?Q!kQS2|l_KI}fVD7hQl@%7Kn)2ACn;zEuO@MDFOr``MDV1OP}&E8kfB_8oO`c2 zfZpCJ#3}!jX!4>PDBQ?i62aY6I~}#j3_WFZHybkr=ItO(XwhxRwABaz@Z_`_Lt)%; z{|kk3?aGW$$GVs)_)%U7i%=$q%UrG5)WB{t@;%vH^a8OznA`;3pi0I&fuJGc6{eFvaCQt}8g$ z&px0C>uecG6(fc3<1#4+#}*dXDvMbTr~oF-QZL`nb#j5}dcY@1P^vb6Taq3jYN(CW4c|_;bu0~gHIR#`-x{9e#=R>-oRO&6wtYAq*lIs|`!@Z$RJ15T^fqAc;pJj#;q9QEBX?T}NkQOu z#I87w6&N1Lwri)C@E&(}KR6!NE;EBp2t}WJ$ByJ7hdWUL9B_vraw=F!r1 z?>Q8NCTS0IVG9os(^(O&gDjTz3tW@8UsiydXs@?l(!};Cqc^b*fMYuLWb5#Ol<#mjf4`)~ zh8s3NOoQ3x3R*Ov=6<(VjcC#|@PvE7_`U;r1DrOe86qU{|WESF;I9PSfFGad|u2<1p4X(7vSW56pj+= z!t^3iqnI)0xX=Oq#WhTfejCF|sJrEMuKrzm``%@~;X`)*#FyfxX(L_oa?7;M`u~r& z_l}C9*&2QyiAv5n4wAFvsAP~VQIas^oFqw5KwxG_5+w-8kfS64Ns^ z@YdjY&i9=6e0P0!-L>xhWACc!>FKVj>7HM8b?v=#J;#WOm+DsSwD%y~cXg!A@T!ly-Kp0FZ)G(UBn-TO{+sk-UvoAq2tT*?vQ;X6*Y zvYlV@-*)}@@dQhhw4-4xpGzI-g#TqDHwQe}17Gv3z}NhJ;A=hwtPtl8$fT>e-e{V1 z*AV!=HNF-Q#n$Wb4)@8gIX(jQ`bA-aJ`m*A9R#`kw-AEJ@gOL!0-eyCfPO}yH|{WN zwmpZ2O#4L(88yi@ROEQJIify|dgeIz8gCX0FxIzo5)x1J!%{iW^2D1DATweKC<2jh zwScjICUAr=3M}kg2N_vDf2A?Ee#b=D{VHOzIA9~D5|B{5x@g-|q z>PGNT$}anh2P8^EhiLeO=Z_Jn0c9-fl$~0bzpJ>jL zTN@qB))D+wIz0QB6r~B}0>6m~-PYYZ!lRkuZ5bNM8&*3mbahoqV@;Obj5;bw|c$HOJ)~y6teg_A{>A?b(5tMTexlWH&vr) z3}ylUue%grIW1dP+t1%KGcSKLX8NQ3@V3p1KsZy$3}cxF(EJF*?>M1$&h4yWnMq3u zlpKApcBUa}_l5YW^e!1~(sB9?SWdF{ zNm^XaVZqp4hDolYNzhe$uliZ%m(2OM0c?W2veU3z0U?5d%wzm)Y&Pe%1A3~*Ll1}` zpZL`kRZoUUh-)qzHdjJC0=k&g75%X|xM9!UP0C{8S6-9^HmaCQZ^cy;_A2LbJQmz- zSW-Cq2Ay~Bi#nL-Xdwbp`T6M5n+>`t7i@&wEiw}Nj{|kc=Xdpc>S+yfU1wH~ z!a1&<;fahoL_q44mL1sN-Yoxmx?$^C3N;0x;Z1F#L1;B#J@!WoK#Gzv{lV+E+d~Y* zx~Zd|S&+I@+Onnvr6N0*)cFym2IrR@Hl-#Li)?tgq6^GRzW60uZNIN9g{Ca?_>bQG zh-H6Sx)-shrE4Mdq#|IqjW%k~QQ1gzL5C}9&|dks@7agVCB7W$%enCAtDP00^9F7P z_DkBkOLv92cK8RmHPaIf z&E9srM}k;(9)ehf7f$$D%Jw@q<+^rVpEK3xHq0tnp|4dSJ&2QhwBc#x zri7O>mHz4+X5IRqO(CN8DQ;9@TNSSxS*r2(DRh$eRF=<6ayXXa+mH2RSDp@=I}uwk zuJUGkfPl@_v7y1RhR2;s+xmAQowD7g;wzAoQgtG$+9r+z0l&qjTa353$(1Zt`d3yJ zJncR$-YlfJ)$3nexvh=sW3TX8zwE*hn%Xi&YP61E{SyCJm8KJN-f0 z*>W)`wRy4I{5HJJ=#JnfF)L|!eY_2t6f1AyEf;v5DjShjf;v-%vT%Pm8{JHBKdHbd zOh(JWvmu2 zL}@W{{UdYx!Pcmnjn?Gfq6+e=`E|Jo{jZ7>RQJSb;K?GwBw*tA_JiqB)%^0@1P2LS zmN75neMsx~;@ji(N~{TYBJV?N@lq5Askq?vqy{9e?4`G7we;2MvWgQqES|h@_`ZV= zJ|HJ?-I)z5=C*X z^NJ>M&NtoJQ2gowDxT_Zk}W((dOo?I-shA?d+W8WYIQ#J10A<{+ct*VwqeDIM=l4Y`pS9=Q=d?kCeP?|w3zSNhh5 zl=AI1ZNAhy^s)#XJ}+r%jNT~+ze+RD5~{vIq(%lOPN0(cG^ZCec}uRfxe@*eWTSR)_A=3|;n z^hY`IoQ^`%pHmFs);01fn0it$cyiCR$t{B3C7 zc=Nn~NwM-#D(uDfdjm?oFo!cedqeXWJ)aep(05@s)70tBbpCYI)~c>wOt64xhC%KY z^i?VDK(rVBXO4y!>|YoTUQ5gGf~c{vUIKR4oty|~2rmEgy|*_RcAbT5W-}Ec8YvBk z-SW6jH5m;31HFnjPhN91E|ef##Y*Mps=7>lR-AHa9O~qWXCWSs>r62C4i+FDb#*3x zK%8y(zX9>5e}Pz(T-Qf%rVxObU%hqet>G*<`>F5~NU z)vInZpj@jjF`@mutoZ%SugohjD>S{^ImVRSH@V1rdaY|?m_z4dvjTU z;2{9!lV#-7z@IT!JBU8D-^$HpYQKGZ*794C3sd>zO`|X5!L?%4EqQEc{xkfq`g-N< z0!w#iefZ2gO?772LIt33COZztxn*PX^y;W3l2EzZN`)*I)`jJRMJ_fGh9hOKr|-XA z4pe`+P*4vQOw=ezP@u~wCY0JNCiGjINlUc$>C~#s%&(C5;$q1mJj3{hmn%IFEoI+Q ztjW+=6Z}o#aAF4}P0T$~a+cA~hvdUgp2p7J1uX`Ca{dd)vo`;MW7z*aj{RQ32AbaH zKBtdCT~Hd+6;UBBMlIlqftGIb5@*)l7sHbSO`lJgi4=F`J_q;Pd?oqi^*t8xTf(nI z={Z0!_~y1=pD5M|^I|D3WwqWV?B)fL`&2|USUx8A{Nom~ziU3Aj4$YRxjtDy1WQyj zVNZHRI7^zzZK}20rW!TA$t-hMy$UeD|M0-j+$@1Vrc_TeZ}ZSm3&cUH*EDIVX|Eq} zG#NuR_oRFi{B3xe8kW0XUy`RsX<|i=*H?m`k7txG0Xb=&{==U9i(~_hC#CO-*kq>2 z0%vfZl<^_8n0ivoy*zV=g*OxWIVE?cz!B*0-}PBwu1cR=RZ?ETO-Iop~*Sg7*0r+joX zeO;r-a)iMP)VrE%1PACj>!WTvPbKBKKZwr$7L)o7DBJ>qELr`n(QgX>%qZTcmxO^M}v8>`u2$0CDsE=u;GD>wyhfuZ~)N zOm3nowF2vyFY-QeM==E~4*$dF9(6(z*Va~M@PRzC!rYX|#}?04XENkrk@4?^k^Min zd8Jko9J#6O;iCzTXkGKXCowcM zBG!|W#T0oOdCD;+iBD9w{9dy2G@VO78JpV3U8M~TC?+w=dEi%4m|w=vsrfQHS>vgx zfLjDCVT@%@&H3Wf$Gv(#7;ATa#lBAmd%)$|S3f_gZU*R`Plxx{Lzu19Nl$wjGkYuO z*k8r2!R?BOGcA2hs^PXp0U0{JCPi?Y0?&+lhO@oz9YYvs6~LqNknou;t0~CD0fN(+ z({W2IKFW~3`f~GgL9{iisXL9Bw;6C3L)q6I&?D$+;i>UTfsV8f#B;mA_l&7qdU02I z7Cas2U-q8C2H$>81VP?J=~t;7Czt_i6##2{54@>{iRlKU0F;Y>>liK1qxCFAS$2ya z9sMaQ@NXA=A+LSyEk^GO_>gI+{Rp0ek8Em}RRM+FhS&(^Usha5U=0%=1}XkZ7x!oo z^;}+bS#8gnStp!F>_zo1X8Olw{v=URZ!TX}ZRY7Q7;&~ZP~rCc==`%W(z9cKU3}tg zatnp$WXmUBpx(58$vzadKzO@&PQKbOr4!jWO114)Q7z>KftZ&YOrB=}=1Wxk|f3uwnFIAqmiMqtNgvjWI_)7h}=#NN1a$P-y0tthSf2%4^Pb#TS7{t82{shex0oNd=?be%qpecIo+NO>4dlZmO4 z!I|9qxT4Bqqvba>b70+6Z?%E-BlZpBfFduK`08kDm40Q3@%N`jYMiG1;WhliDM?>L z9FJnpQ*@WYcVmBxKYMd^iZ8pqUY2ayAK^tZ?qyEgA28d~;Mlm!Y%D%;KCUxc(Y%La z-%hkp$Q!jRswn}yybqwfyyHEB;joXr*jO}rz&rU@nf{lC(;m%Ixf7j*%CwlhC)^b4KW6);nZSTjH@D zDwTRb7eLdllmyahcWD8_>+cWa%~_&%CYbdR3dD5tS8g@V{~iR@2tHt zK`7^ur-EhI>R=I80sB~SNOlq48bKC@g?#3(na?tA% zUP#Too-hI|=uHD?=W9Tk2Qfx|~xo zyw2=QMHo6pFgT>^OjYtYf4y%YLnyJw2~BeBCQy$sW~G2t_Z{3zZvNU0M?=U`d3~az zqR}|&fQc(^`I}f2$K9RcEFI<*)%Dpf($w_{=O~qBRvzxBN=qOU!tzp279^rpwZi-G zgM4>YC@3PZ>RZTNK{3ehv^3hn;8plT%M26reTL5}Rv5t13sop^`=V?KoWP(64ZD|A zOXIGqE{5;sF~wRL>R`S~11l#tgXQ*1W0ljSt61Sx20hEA2@vS%r{EkkLT{Trn0ofc zSD?d43L?b|pNXT&V_W?EUc`z!6b!baAw8jcCBF)<}4 z4q75z{ajH{AIGAflaJ)?k?UoO13Tbn9EH=&h!PQ4hdwiwUPeCo0(({L6e6w4{@C!5 z*?D$S5qZEZsfQID2j`vrz~`T`XwKLqq$7=tg*%_BgtVKB|M(TN`qRVueYw zEqr9q^VmiTcfl&sPc7lQuG}W88db)qq+$ct3Q3Ru*BRRv^6?b2Vh=2aFX_sK8&Sl>Y zT`IXE>Lt;#Ow04X_DmkrN-w<)oLfHYX8}Iq0u;l)u*A2!*+omE(Z1w8xane6-_KG- zA8>9ieU-I9rlfCq#>_}=?AWh@X-Lx~MrQ1|xu|1V(9irA87GE+A+(bDD^QSsDrtRU zVLgUYSbRSNR}l4Qg$RC@z~UdaHiYDDG26Le95qpB5K`S63Gm`){fhecY#>}rh!45f zc{2XHI53Di2NR+t_Zi0l)?Z4qe`T{WESLA2=EAWAs`YN9_ESD1`G%$nG5xEb;->h? z%FIvC8EG)E@>=)Uzi|+ZS+no_CZH5NkQ`Z%$h9_fckhZB&HU8-gxW_Gc5IjQ+Y9kt zgc7*_?>^N3<@tjQ)^T|6arV#9PZ!Lay0Vy*d#6Zq6XvXu`l{vCORcx@HB?g~rG3S@ zx2i0lVR@BDEiVX{Z+KPYy5N0X2ot|9^j#M^7k2bKJZn;= zJl5hhfr%CAaPPii?F39yK&oP@E+KBU);}>7KD9KSUn;p1#@fde-V@BR@Qk-E^|(2+U&x zK7WbNcJY>)(-0+9(H6yx1FT-I2Q&`;+>~RzOeZ*^(wzfG_j4x2-u(#B4cEMCulO0# z5Q9m1;ttO%FbCn;%u`oOH$?c)SQylIvg-ZJx*C`Ly% zJ0dRUR*NM@8pNH3zX2N89a5-B6McSP(TK38ylAi{4q64z(ZumWC+^rPv$ouo_bm>a z2QS)%KV%ZlClIRia@7ddoE;n6VeQSXuuv)^3aPpSw39I@eGU2kMszhFbc|0sHL`%} zJA`7FMA5h@S_Rl!mnAcG-Zz&XF7>n_E3`V}`^v(u(mM_dtkNsonx1NVp(XzZ(!Mr?Qa?*>`?}&TD6MSu&T|R^zo#`hHGiU!t zO4lrRYIQ`ErIh|ky*{~FaIu?F?VpX&r7E^7ud*OR*H!T2uwP6by57HselUQzr}`o4 z?446u2A0u<={I^U?>x%KVV}O7{ZqxCOF~;345oOJq-la}8hk>LiT@q#Gx2( zCr+AJLu0Tenis5zPR&-#L!Dcx!M!6QD=gY=DGawci+|hn`b_`tS>1qpL18wt<7$D0G}j~&dFGc3mXtYBahtVjMZid^e|vvb2-L@?-g-{vY%uLU>C6W+$Ext-27 z&}Gf$GY!j~ZvW4|B=ER-(>SqaPU(^U)DDu?AXueUyHtJabyLCWaA1@9_Mf9)fad<| zjAUm1Kfa)Ax)LW~B3q_6-xfY!WWYKd>x|_{xqU;zk0f@HQEC8{1p%c~ZK8x)zvk|z^|#Z7W#20275_BMDQR1wtZXNPpX_iUIV zP!Hja(IWuy9fcQ{-SeraA1?qQtu(+}L68 zvJngE19xVsG4x=Lgd9>;IoU8o2m)i`NT>A((_n>d@bFe{gZ_bCsTax?N4)x|Eez(Q|`rK_;O+g`tWF2~pw$gF4|u1q@&v$!v~Fr?*_J-$K~7AGTsrzHHlAcT}?I)H38ow6qC$ zsS3jqKH3YvRTW_C>Br$z-omIJRF|>uHw9<40E<<&h(umK3Flz6VyWyg#oO+FyN!%6 zTj6bNyekjx;^vQh+t>GN=Sa>(VUH}fn*jK^<9Vp4HDF_a@Me^pO5ravS|*nZ3LCpl zpw0-XZT@US$`j7(cJ)11faJ8(Z-D=dgdYz+E!@aV42RceYiYGcNL;uBk#RM5LqI4Jz zh+cxJ$cDT|zOD_ybsp(|rhAVpK;ee&IzFaig4kai<5)j<_W!b1TEx*5eg@CNsZwnF zD_NED9?564d-eC)s|m5Me<0y9sdp@6e@QQhwEPO*Po8+E08aeR}Mk(6tfL>26X%WuG0*gCI#GzY46vr#SDCzEr zpNA)IG~9SWlob7%%UBJngwb=nz6jq6Q z1<9aC!tB6m`-jY2U)gqHLa=sO;4@$1Z~2mUrYb;2JTaZqPd+^dShB-*w@+p3BhP@+FE9x=!8qBcQ(s~RQIjEYEw?CuOy;DTT< zQ4!Ol{qTg&Zvt~QfimwFD=b5qjjGyTJoT%mH-GPwN-r)jOF&2EIwXOwJlE+cFl*Q- zlIC#Xl@a|T)tM%y9z=)Bp|74k92_ZIK5?aN-F-l@Fz8(lGg+JQeZ%?b*Wqqc@WuT% z7x!DvHnd-BWdS1}lc;RGkB88IVQlymxr%mrcBEt@xdXyz*uMjaTZJCe zXlfbm_lY+if6=UA25Yy%UAJ$6t)CvIVi~U865o!+7{C~cFMBAvTZxTLKD8{g$5PsX zJBqp>=8` z^rA9iWOGSXj^>h{d&e>ogB9bJLS zdbD8DZ+Na;_RZAOv}qnPu=Q*qb&rBG8jO4qUY~?KP}o*(EVFhH7{eZu3lBv9EEk@M z?k?BYT0T;lRoti`rZmNYD1C7K&f2CkCbVA)$C~LNu9GTlrOb?e3DniwClFWCtb4xk zA@<#+7A?6x;_9cD)81zIV+;~1R=<>nb*Y{vc$4)$TBrL`OSz>%yF$4m)F_bzl+>Z2 z_xyX6d_F41yP zH;W_f!rbaZXB5P7!Y!&bwj-qztM^!&QUVP7ZVGFS1)rY1WAr+=qvMTTWGH$_YqIZ& zo{?eaahEsK&O>2G_@nsKrTx>cw^*)Ck$#-c7v1&!>@mnN*9S4b2%#xYm!r4F>MfVJXl5GD*B@57 z@5tTEkd(*NzD+#;!zDq{qfc+=PVf8S=+ket%gCAjW%VdFh<}AdLWli*h99z(oPO=! z8yY;;oL)N$QCSVy<#uLh3J2X9f7SbA*nNA_*fP zV8x&ZKGr3HkM+kMJR6&+kgXlL8n43@((hqM-3cX#^Bb}X-g+?Y8eJ{x!}-0w$2g}c z*=G*QGhI+VM{ZrsXS+~H6%9T)={7D`f7rm<3pF2Xq8Ft24!#4cHhx*-b~onObo+-e zoD`|UC7eL!010@#fFoGGb8)%9_A}Lf`|0^jcOLAEOWrS*0lim6dwad)7Y(&K+10rrvNUZz# zoxoS$3e-wl=j>i@2~4>vl3r8n^>6z^T@*g(FAEM-*LR&fzD_n0ETxwYVuCZQ|B;9> zhrDD5wVR+@J4>~1k@_fGW&PT+1|0R|`lvZqe-bQe)LC-~{v;HC5{5qs8!A~lT4K1~ zMfA@`**}T$pG50AdGA;1oS&+^g?2~hYT zD+&fllT;2X5U*p%8hq*3Mc*ieMUi zsjnj=mVQUvxVBpRV`NUOo=bn=!@BA`M(k)&-=j6lvEH~4I-c2?vG{N$TB&o-DhKNv zWNe^qH0cwB>llGv?mKb%BIyQ)EY3b&trwj2N|~C~yt6LgGf6#{=xIS-_h_LHgZL}i z%q};Sg)&~%J1FA{WQ?r~=TU1~Du<`H#}o>NQpZ}N3DH;$I4ZO7VCIkAM9t*0in7cd z*sr7(KD?nk&swE+EpK<_xCyxaYZ!sdsB2H{1H%YRQO8hv%kBj<+Ln)Q0WLrIntMb& zl7ex?cCqAlHNiw^5Jd=v=ud%PH(h=>{`B;d5ic&r%86vu#g{#ol>-Z|rxXnI=_z#B z2`JpQH@iDJW9hTRjT@`;NU?Fnd>^k`uJp!f(ecdBjKRYrXr&}Qt30e#{*OC@1KGdd z?(T>}sUno>L#Yjv!fpqO9i>#-X>O_I@z1Iy_Sx(0^3Hn@6H^bU=6#wy${p#|k*F9; zadqSnJuyK|^y}x3{f~J7)jt#ccP|VPefI->at%y!u}x&rS|e!rzLNHvHhMBJ)_7Rw zbjAYjZBt5ln^NKr8>_WfB6A#;6>lgp#&{U@q29$KNwH7yYDlrg@E1E{10UvGO6z*= zxgkn*$qWjp+Mr-Q08Wjb;7`_j?>2aF2lD~%B&Vs{2B&sV_4Qt}qX&Ic*Tn181WW;q)b?ucQe^s}jMk_np85&)WMo6pfzS2w1h`2<6VZ}w8{uON?gD=OIX~;Cs83p|-$&41_%6;Yfsb&+_|C$np|=eP8*N7;ovUnb zlc_>Y*GZLiJ488^udu5J@BUCab}+4SC&%A54L;zRX*glR(4@}|V^6&47GAFkX(TMI zr{%crB#Xby$O37C=*JW>-iWZ@`Kd90zBnoJg}`6%l)}vnU)U9k#pN@PzHu!)@{LNy z1l5&vgTT+uUPnBYprpu4-uan^wcaaKO}(yby7TV3retpO-uuO0Y2v?$xvUXmK3~KC z$W+c#w9g%#AKkgWw33Nw+~Pc0*QXm94Sp!VYbYHo<tj%_c-MK&Ho&SR0H4Me~&{5Y|-fH z_Gn-1qbk?h`xDhB3+o_Mo8Ab58`a$}7TmPKna+5qjxn_c_vg|y4Y*e?e5a|vrO;5_ z3+~~zV3A&T>h6i#S}^&NQ4r||z8>nEIkz!;wV1p33rj|SsiB5%DjBJW_4IR)@qm>s zBa77gJ=)-zq%OPUv27|lKjR~_%cNA`KYb^0#VL#FNkv-*i=v)^lz|<1{qV}_MO!o0 zuT>)Sa@!`Xs#P+2;2&KQ_(w0cKXkV0^JgM|`LuwV!}zb9HzJyQh3+t%~6 z|GO*z%4vFvSRXcpt=nIn!#>l&9U&R*!o-@EAiAvph-{lS?SqU1{>qTHL0}6W6p|qT zgFAFGu`y~=*~nCrl^f&yiAZT#K(71gVD)8?uw{XWa1AschNaQK!#8k{s3>eX!iu~R zxU0g>6@cVL-k5MD#!qt_Qb8}Alf#&BRa$tK;>%Yd#20eC39?l+9#!qrwLyd+gNAI|XAjKV6g3Bm|-pY(b1k2oO%tB#>Od~5c=#DQeA4q>MUSdyba8kI#>&9X;JMSHT9=y(x9Xz=w zq_Y1jFN9GNfyt61xj2hIP?u%Te0(vlYp8S3vBta9cqd1CaF8)(Qh1Vtg;8~o1d^k= zh(lmB&}vB6u-v%1mNaPEy~5>Mt<=|-ScBQ8@}ed@Hgd*`iBW!#f;LBf5kg?3*3#3v z@uKF7v@EPeiLNrNLN;CYYh;&c--@+VA0n2J#hpG1^{%5{jDXf5h~_C;toB;`=+Ao( z7<2dG`LgnBENZ-7v^i={#59cefyzNCMs=rzxu0eaqGx_uqLd9vkpV@M8fnr!U3GJk zt6sDOQGs6ybY`Gx2nl!-dT2 zIqM->B!pK-nFft2e(a^3?ZI=s3B!nC|FvX`zTs&Y@2jZNQ=FMhSim~n4&#Gy0rd@` zG^!gy(h;1(UrHh*Y?=o6Kg6iYQMf>73oQf?j!<63Ks&~m_ZqTPPtyYhuI?OL{z@;V zSRGmCGHW0Ih_+@Zz^r8?z>EZ`FXXdv)#hLj&dc<7SUtvZoV|%kx^8zG9fvfr#9W!F z=kup&X*1Qwo>&9>yeHP)aizz-U&#!<$M$fRPSZx~J?5vBPy>!slk$~(t*Eu!iTmg! z#A}+wXt6{;aS3lc%zC;lU8YN>UBHnouPaTcv>}+bR<(Zy0w0?Wc3UhRpzG`VS+8krQKAE3&FzFf0TLI_H%`%dVlO+3?*I96d*oS zRjm)A1~~IRSb6z!c&5d$vJxa!3o9zl5fYD`bhQdQ7OYrg)Q$g;>Uy0LxkQask>73g zLKWV{G^Rg~-@WiZRB}8PntfzE5p#ktp1)9HB!Ro~_~^<TLH1K|!H`NSn7VbF#Y_kadUC}vWL_9JiawE2QXCF)b6i)B%vJI}iEU0? z4O6dMx|}qj#FfE9P}zL`fsgC9axxrUu{Q38pvCXUuzh*;BX?ccTkWYnQz__<-tm5F zT5)n=_ajk8LoZ{pPu&w9?^3+W&;8YH^}}ne(-y2A9`7428eixKw_r+6%Nj5iz37`Q z+RF3q>?kF4eOk4p;O_MBSofFpVEH-6RTr;eFdZdoZ@Tv;C>?JK^ea^f6QE&|a_->?`kxbAj1`K*Ue*G)|uTG5})>P*(&kN`O5LRM0V~?^}XA>P<>JA zj9n@_Y_iHCw-kQ!hYYNJQK|0VBCA-}F1ucYdBTjuJn>w*RlBuTekx0{t)PgTh7uOo zGl^6!VNb~4^i{+<0gm-9^ymLYV?bX}{z{f`LrAt9+TOxz1UiPjX}A9tn8L>ZQ}}2T zio&6e=ImSIy7SB?y+zmfMcxWeL-F`v?77@Dsd@*Zz!He?!lC`~&}t$NznUWYi5Y~ZY9r(^GLd~2LL;z1G4||RJpgtSy`sQ^;UvDXyE(GSq-5|>s}6pBR4LSBdDsXsGyBz8X(f%WOu(gX?{e`N z{PM3#2^rNdD5^zFY7iA;i3tY6CL5RO+vkSC$$G~t){eFPTr{qRUmBD%l}yGQYD;0| zbz1A>DZa&sflvtx$eZFih3K?$I_~!dCPfiTIDLqUaXS>Oc}Sw~e^<2Ab<8TXb@s4( zOMi&mXo0OG#}my%%Ia+LDI-$16NJDCE&m{R!!w^MLi9UgVEEz8zOBIjM=*9}IH@@2 zXwdBY)4trQkJtmN5-OLnX=EdkTc-o-73VKBqUUa=i=NH{1WO?78ILbM=t}=CUW$r? zcJvnkI}3$7t{V?kFJ=9b$&-VA_?O96eqfIWnRrUnH|C$|kfJFjgi8R*1WG zc=q(Mr!;JJ8O%bX+i=~7{+y-Z^?sTG~KZUO_XmWZ1ibGK-CRGc5-m8*mvMwr{ zGzk%wO-88{luDh1H0;02r>NfVKq*x78o6@horq1l#&rOeDMC$prr8Xt-^v-dROpeL zI_r<<;g!h_mYjQ3E4(71RZKEw=7VFdroyV6f)QqeGB^yvebpHK( zP4j9Y#nx5a)LcsEShvO%+~xOAcKS=>6N9B{uCL9zIP#43EG3|IRZr<@6 zX43I|25w{Bf#g2qG_(6kLuM^eNTp7p^lo6ekXMX)zAnPXBkA1N#f494DbAep$x_@$ ziPARuOg;TzDT<=vb6*~b|Dv5|#i^F#|O%Glpi;A5WYipy_O6n+S=mb5(nn43OP z@YbKKqn|C?k%}`LJ`+O+?Q~60(C{xFPyl3R@b10ma;+dw{IldR?2l9)iESvXn1cTS ztLEKPOl$w|25`Za<_m{A|5ApZZ$&+J-6!}d^C0R*l;W0vWnck8lAdyU*ZQ{3ssOe6 zeL6O4M;NT05rW)_3UnO5|A);QxpWAbymG82R!Uqc!R_zd2l{|A~mNFq^~M%QiOa%4gz=Z11Th{QswQq#a7 zwhl}t5T|QF7_s6jR*Q|@BcoQp)V0AQR|KyviIkqk1ODy-{$9!eNWTY=Zs96nLJ%+l zNUs7&KM6{{J;=srD;KkHC){`>xcVsratYj*XHBBMEQ8%QkQ05+sNOu4?Do%PJ@;N( zyrQrIi`PHC7-rdWSsa0VSSi+D=VZ zO?qYHhE9;;dwbxYQigMB6UX(wdL;yrL8e3{B8U)o^3wO5TrXbb7|`v}P0T~&-Bux2 z2_@XarsTaFX?=Pt_#!UYfdbuA1j4Cirt~1O5uShB6E{&BB`Tz9Xkwwa-IMN;G{7N_ znJo!snm5%(A%%BfUF4kP)awJ>-*3El5bYW8&K$Tr<(IqkM~)B)j^94`z^(YoE-KBJ zS{vq=t}CxG7efOz>AQmb5;vF zKsJ~`9V>ZXq^Eu+HfQBOcQIK^Fy3RhTrIsz$CU=R{o#0uun;;XiV&(6mt9RaroR-b zE_x_7O!j@S3mtIl*%hK0aE)U9vpL1H2uDZ295P5A`B6-w%*TQmAFO~T?)agN< zKtpy7UI}g~q{@oqC3rtHRK1_~epgCjvxlVo+GEYh)2OGJi~>&H1&0F zz-0YMctpS`DSqVknDSaEbMvU^_DrT?S~adqmxT;kf?j>JbC;QUsIkOGlUco01z)_u z@N?#Jd{P2kS7Q$hGCXlK9A#>m`ilUz0Ozg;3Ocx{GzU{*1(9hKJR-?x{4+Kr*juOmHdp? zcwdDi1}$YtlRARf?oxlSm%l?b_}oSSerw<__fU+VtaquGU&_0qg}@!c98hvLv6;#G zTrL$%ioE=nEIn$=wkBZEQzYFs1tJA&ZwtQ(vgq5UvNV=UkZWn5htRaoAB_F=m10a4 z+0eOKv-Yh`7D7YLq9lyd&Gdw6P$jmHOm~Tj6WPXuD5g~;KE9=^DD&AlA^u4e2a@0f zf+YBGEsQ>v6ku3S{y)S3l>aHMr?nT#(W@_RemD)84aQ|vO1k;MZ{Zz8;Ct%L4=1V^ zcHAVP)M^;~C7kg+T?3}-o;~uqva3B}+8;i3B^(gLGnS}byz_$;KlC%es0YvmS^Svn z)(OZLW9D-^Gi6}QjjHrq<&!KdU>=J2K~BT7RfMtaA{x$@;~7PocaCB7dAbU&I^Jvf z@;-MzuMa>b!jGda2C!7H$jk3S4lLV<6R;0I=CArbd|>77g1|8)cPB>KOhwPFPbMrKDOdGwPvVAFX?jM}{5!_L4fWM%4&C5ck=R$hHpeAr@@&BzexFzXvp zc>WFZXG}G=h102 zf$H6Hl{JxY@h9BuyQ(fBSs~P?^iPyK9n(B}Fm)AY*aMx}&ARJTWLw=1$d5@_e;p40EHGK&eAn~?d zLNPR%w_8`#X%y}Y-Q;IYMTkPZqg%o>N@v)#{=AE_mbH~iz0XV^N5|Y~0LJ?h9y_uT zSa#}%!BOwgH`>{9>i7)U3YJO-~H}XG}7!|?R#$aS-yxrnfLLm zObw>XvwBsEs=3b)qjq2WXnm`L*cY&>sIzH}#+%I`0^3}Q`$yofbbOTlhUtsz>;oH| znJ||G4oh5c>_#jrl#7(!v`hx?SV1wFuQb+fP4P5&c0jQx2FT}$rLYS>(fdb+CE?)t zeTX-(zy7DN;-n~k1twlk)OFSJ6@lFsT%I+7Btjm-iW8wY1jm7=0`u!{21?8czEn8y zWNtDNP9u)n4=Qz3fsytL2PxvvdWM){2|~}KwlLv2$D6f2dan!p)hoEwiYFE2cUs8! z>F@TIH^}uGFqRG<{MaK@f6tHqAnUyK0HJV$Mvtq%jp)LY!2nrAR)oeJ@!`aj~o zC??KpiryX!J6@Y#j09y!o5eAXY5ze zDNm}ym6auh`uqo*5Cm%-W*-!;H?eF2CA)@f@joG}7RMEb#<&o zP7gCq56N#kW?ajS>BG{OK~TpG5#cJU*Qz`_Z$G>#Ty|1~I!3UPsMCVk<&uCzUNUuW z*IeTa=OIqOSh+AIjWJutj0)EMf#^jqc)`2+dv+#vDvwiIHYcW_pv&E&nHkSLiY?hv zJBk*#P5Q~S)T7ThQyVW|n00S$=GfU*cki_3d#v9;!%_dna;i~Y!1}r>jpEE6!p+gq zU3afz+Cz+6NeBJ2yl$h&noiH$Gu=J)EbVH=<}9ACMaIYlWr{;Ro-sE@)KMK8Vtam( zsn^Z*K%Yjl&h9`3@Ai=Fh*qcNK;ga!*4{(jREHvCsPxi*7XyvA-K!O)dPvsJD8K=_ zt`ESO3YIQ_b1+a`nDUHiRd@Thf#Z>>$87v}(TyJ&N9v=H>0>Y{Y4McJin`o%2JYI&nuz z7u5#QY>q$O^lQ~qO*4RpL2D5T=cYg$5c9VMK-(DNlH*k;e+^q^vV38IDxci@pbB9A z4h8e#AJ;VBmc!^%+S0KqV4xgGD6Q0I8l$2Q)tNxDrHO9RGowCv=i z7XxhC6zL4*cjvW5#qShbUZNl#3zJTBXCrSIO2i4Y*3+LU^^ayX>$WgoC%|0H>A=`i z+0wbDIp5Pky%r(u07Qe~VPK=DB!{`sVd|z|sT_IuE8z$8a#b*?XVaUGNT9T9A{TVD!ApRENE_ zl;P8DpiHs9wnc!;;7blT(seWL%9Ym5Quorj9O(0mcOWCr9ld+S?v?t3jRzoAd z4&XUHopLSCef?Yf>F^?3Tpj4`spgfsDl@_Kv+xy-=wc+$0HRZc%&49&e z7eU$MDUf!HtyzfP$W{wi9LhCo4S%xOv1z0P{VY8a41M5ovE=d2xWd@da|0ljM zY645WU*T-90nSx$0$u_n9xMG458!P^JRCL#=DVfd@>yE=0n$@O4%7YWSDheCCL>aQqrS2J1@=01`t1h9o_B9$FZ4y!H$KLJfBM3;(xUlK9&a!9vgLb4MA# zwM&0Ii}J3P_jf&q3fRTr3gi$^_3j{*aI;^Ixi7}x`kbQu1AUSBT&AEW+VPqvo|(Yn z31W{Mli3{f=3~~PSAMnETxs&tu`~{?Wcj?ixG!1mk~3q-x%pVX_yu9~?n;EsXj+8k zk<;z%xx9=xOFIzxg|>#*Gxfp#&BH@6h}T$t+Me1`CG`4Z#A46T1#n6vW9#(Ou+6Wl z!zjowp$?6ctqagk{S6o;)(85jDWnbeB;Zcip~yh*HULT`U~pNfEMoe2MqK-ydI0ZZ zaev-cp}%nc%-}4Mz7J0^9ryrTFy%Z3&`KJ&X#3d<#o``L!0$bNDm+czyYY7lU*@Go zx7VTa8TKD(wUFGLZ#+$2r2H1l)Bby*oAg_7ej6=)4n|Bug0Q0TAN8OYV@s%Q;9=Is zE^jR0v5Km=cXbRdqho}Nj=t~hXW&cuA=T)v#*Z9E!-fs}=u#1!zQbdArADt!N?Ml9 z5U4NdFi`Tnu?@*k4pf#NWp3o8O+>`u87umb5#yHykOFX_>?-?9jY@m4g)}HKKw-ZFVnd=3vQS z*EuY)L`iAV6Ub24F?2G+u@rmO*8Vzn3=ca3kA;asf$?2=JRNTCV9BkKg31K~RZu)* zl{PJI0DocB(WfEya{Q?x*;To%5yk5~W?BJy_uwzSrsmj@u~Ia-^8@=j3j=R_g?PtU zAP!EsL;{i!ol<_Y5gYq}c+KlCCL?>bv={kZd2^+*M;ei8&2PijbEz`Dnn?y#BxJ9z zEv3cjh)kDO z_6f{J=ImY^X{0WgEoc2<&AbsM3w?eiO75Pc=1qYq%RS_gYCV#M=+D%(hwJO>=s=-D z?L|SB19fyDP(I&36y<6QNG8K$k3zP6O^TrjD>CNTugen2>I*c)Wbz<;9>|gtpT{m z251Uw_SZ6A@ZrvYx$otGwZRx4X{>(#uU$qcG&$O3;3x*^5CW*JF-rFdEmYy#%*gr>dyZ_pYkmG;wm$U)a8v>u z1sG-)H*}HM49FnlI`>yHf8#T1l^F>5{h4X@!4L8*Y#FD?13b6QGNaPm zd2T}y57#_e=o5$u_WaNdcf*tuhMFQdB{+@*=6m?&@>gMeX)4LJ^r=6)D(8)swf8yyu(}g{pr@FaU8dV-{S9iVgteu- zTJ!OaTWS&c$!Q3~XGE(7P>j#$ybFr+qomn045TAY#~q^($U7?bfM59F|^|8PlS{pMEAl zmf|YFHjlBS^-Kua;a?(4BgDV|aRdI>EmEYhow<5Cg!kKCZUip8m3!IaPKP6&vQtai zvFv7iVH3!8{yxgf(`d$OukoZfrfow>!K&3Jix1mKps<=slCcWFjJ46nxB}O2juHJY zT`r6?OGnUpauPz)o}Nx)E*Y4w1R&t<)94$P+{S%4Q+3bZD#2>z-mPVjJ-+D2Yg2$X zcHi(3+zT$ttDesBv{$kcP#|iguHF@`qpa@1;ne4T(K6FT_BiSb(-V*dIHzTohJVWF zlo}KNjXBJfffaBy{nfAT-GU02BitjIz(=VY*g>QYUn%VCFmKm3XDZmVBp9bM4$JWm z25-ZEf9>*3yeKS3aB-zi$B_!{?GjLIqHJm z4#&N}0r2A~NY?+>yLACo$NtQJY{}JeWWb9=P|_JJu^4_!PWvn!KA5zMsykl&N@(@R z?Z(W0bKGJn>~vJk+4d~0yU5k*+6xUih14taaA#(J+CH=o{Z`ka=BIV8pn@oqaEZ_h zOQ+Xq?H8`L?v1gRJ2UoT8aK|iji{xXf|%23^;XZcY_qU=zh{D?1FVhiiaUt#E!f=ew{%sjEojP60NbYQ zt1%$IfOFLdB>?7kp#l>N;Gw|KHFR(}o0W7@Lc5~m~K%;55ws~Q={-95JxEV;CmjEQFFOQqdo`u}E7CU~dveqHO62!D_#_i(; z>6Q?0UrsLj;)Zd-M2mQh7wzYS(%mW)usoj(iS|4Eu;6kH#8gsbgwhu)Kd%Q&S-(T0 z824OXSgo>Z_!#UvjCVeoF6VJPD;Ij53De7`?32xJh(x_jQO#QvM11D6^*@-o?C466 z><^vr?f~0Sp4pbxWvRu}Quv9~x})uWoORQ`1Sm)-3lT$SGTUXne=^87&6w*_SgDKaN81az80^wyb={6w8 zrwDwSC8^E%b5mEvdhuSk-dZLp3Og$0o2=9of$M2FlC2LCD|Hh0zTu*kwv;mgffAED zy-lod%52jfm$$IMRcg+{TpxOKr^Q*VQ`_DLk{h6kc%}z>iwIop%z)pv;SE&8nICBr z;D$Zh(mwk1lf9hpqR4DTZtsX0_-8O%vh0+(umh$Ta3^Z;$rKpNF7idhb0>?L+TAYOp$=BGXiRf8=e8A&M>ThNxx% zh?tE;8%>P-7vcg)8j*7%aC9rHf~k^MGlGimS5_I5Aq#6>#->O@>^W!8YKb-68~e>Q zoEry$lq9qL;s~mHGh8AzB-a7~(;nPzbZ1W-lw=jtW>UsWcIrmfNY{wh>VTH6WpzPI z=yE_n-Z@;4&D>NLo7lK!u4~=6aTgKYbolh5!RZr~HQ6`OZXuzkAVA7nZbEd=aB2hU zQdt&ec-`1qpoU%}xrLlwPJq4dHGGPudNc@Ue(;*fu!`S-~-Pz9a^eY&e1{YGg( z?O1b~$OUT0IoS#Darx&ZqKB#yVur-Zyd3_EHyczkgjdk2s;zlV9&d{>VtA&=gXGTI z28#?w!<7=oqkktKln_cyjuOL_CBxZUP3oGs?z% zys0dNn6rH(@v%nKX3uB9=?q!|cD}4H7_V~|B9tnn#fK=j3rVrWn89BPUUCi2EbDzJ=X7n+$f;{Rcz;t` z!?Sy}gmvH&>%*nE``9zca8pQcTy3TQ7-E#M5=}vqg8B1J%Y(|zPfb*BMf1u$x%0eJ zUrdPM&xq^pyJ8|718ncf`w&IaL+rgqceQ{!sQkX#)}6FkiC;Lt{jRFwSEMlo{jiPG z#-YY%4UR;q)!FY?e}4+Lzb(?-TX=Y0`}^mub)sRfI+Tn-KGS9|8}r6oPq@#Z^L+-N z3g2h&G5NhAK0jped8Y}G_d_9iph{8nb4>y!at`kXtP=EKm9__~{6{LDf)CG~{P5g; z4^~;bH|9Upf&hc{uL|DfjQ2jNn1`f#?vv8HPpZ>V(G@Uq?7IrU{uyL3cPh&XcPg~^ zD!30SUH2-Y4=N7#Dq;63Mh_~B_bPY~sR-U@2zIYR_Ml>auM%*tLj9mJf3E`fkjjHf z%e~4~*qseJ?e0}R-K#8+-apvvy~;_)o!Ke{?ovr@x>wo0S224~@w``={0|k`%e$)N zk$L}?H{R zG+&zxi@q7n!Mz+E_1oib%Z#(s;c9?O_DuI6LD>TghtNg9&s_V~9Uz^I27~~{4aR@w zQtwH)?h?=f%ci#LNO&rz2T zKJxW!FlL`&tfPxGuvegJnvZ+#(aPp?cFVr6Zk>}vp zPNP56k2&vqm8DlHGxU>BB&Klum0f#QtX0jgvQ|~b;;ZU-cC!UXM`|X9T|N1q!E3p1 z&qqs>O_+jG?x2VL%ZNekr;*&os}iAls=kKx%=9ncluKynnCe&a6})!CjE#$rSI152 zEfO^dS(W0KT!i{PNS8?Cgf!DPsyph>M0AurvKM2xqg2lJhzVI&ek}a)YWsmH)?1tX zHOA`nv*RUFnTY4`^ z;AryaTQcm)&+L#a+q|V(r}pQthE3rMc%8$?sPoWO(BEe`wV(%BwrNOZIAXvNjs)K7 zsgm9t`upCBX3XP`dn}X5mdKZ@x=EC)yU9SZ8$yDs8>|e=-=s-iXm0&{wq~DVY>b_z za+dtghFQI6$4nNoA&!fZnuH9m((CW5l9R4_EG~w7pg<;8Ygsq!O1FuFZ;L&po@E~~ z5SMNrGZ6PAK*YBO#{1zL4gJWiO)#>+BO5y0_1Y%^x}R%eJ?jw7b*1Z&-F4_B;ReS( zt(UgZ=*rg#nFE2yT_9#&8(6o+c$1f4Kfdq$(!XoE$>hoP3;F>{u7&V)av9`WxE&vWm;^Nq1UZ}{|iLZ-OFCb(Hz$3dMiG`rdfR2iofJ}S^1DU9Va?Un~Ak`v^Z6VJv z9MOYjaF2@U?KK7}6I%2o`gNYv!iy;&f4OW5K|1#8mwW<$>*?Aq5)(1i^r63`ZqYw4 zq7pL*2qGRkDDZ;ijBQk!%(OxUztq6!4-mP6=Rbr9pUn4VeXX!n>-mAiRgw3zKP%gK zr0y8Usm(#hw6zmGvFH@5w}{f-bEwj*<@!bc#p6?u*cReU=uwn3cs1`Ortz5c0G$6+ zZbTj!V=OWEbYbimeOkIiESj?2t39_j6E;Ejp+WSeCRo^;Q328VJ(FZuV13sQRVK5E z5$EjWQH<5$Q+tl}N-+Y_j;1muid@E22`;UP254d-c2#nH#tJK<(%^!LD2?#f$_>Z| zPbauM!wIs-EGO;)F=F45LhT%TJ#_-wGdreOdrEAV=ZD5468)@RNMn>xP4(2q9< z^3f5krm}%dR|&8y%|pP%nI1;NX(9q>o7}aZBmHzmk6sNwc(4jV}s#|85k z8z8D<#Vd;Q{w3Ke3=>_BA*5U~H|}ag)M|_qf1`udEAxvgsYeALCB{c1gOivhgh;8Q z3$#U|F?b*R`8*^`zr&}9U~)ASrzxcwIt-r7;A%gHgL1XY!GejOffN<@u@$yVmgTHV zglS53T8XhnQIzKjU(Y9~<+luGy!6S>lJrSjPTI(`&`HlZQw`Z45V+|>b{MeDmt(fE zOTj`si<`Wj5vH={6bUkv37}pKW}| z?QI;$4Q-6bRc+MBpW8@~bJ}o`Q`u0HW07Oq{0CApw1b}BF2~?Nc%(6|DkYa&#FI`0 zAN3()Kb^NoG#|u3E)Ouro70`*-}kuq_>ErjS`A-wjj~G%g9)-B=g|IX!YO=!<(U$s z&|8-w)u3a*abNUPq{=uJaFnV#xl=`2aT%ME`}^fLV%JgOgQKmVwmH9*do@Jz!x~I| zmczHF&s?f!BK1AQ5sPsZ5E0T{7Jmn0*u>FC&V+vYHX%t0(0Q%a-1oWx4~r+=HY2r8 z9993x*o2*|;a+d!<+fncCh9^ERaH3k@b`u&6<ywQ4CQ70*0QjAbTp8)-4G?N@-dG? zGR3ym88^T#P<3_jdGDEiOePNQ|lsG!$`i%uq|GUyJeFS$@UWRW^eN0cBJPj zHI&J}M~y_dV7f(@)+ul7w){2EYCH?}wK@3Dib_>6w-_?W-80NkjIji8Cw*{PoyrC^ zB}Dc^-}iX&;*a}$Q+$Is%dJLU*N%f?0Bmd0NA0}jqp}6_&}CS}Z1Is=5C+H@AmBjX z>V;SMDOJ)`lAn@mpGi?h19JlO~o6?D`sK??UhtTnKTkT*h0B%bx`t<&VXF>RS+Qhk?A9FaLj7y17%S%I^MQKx*j0 z4blO+{xx_^Gc;9nj5D-V+0OwwW#dws-322bd+QqiK!2{=4R=xee1Ra{W`$z+@e~2J z?UU58U@VC$7fPLb^C4;2+fpy=rrS_2oTUFISscDIWH2ZEHFnIQD@WpU?`Y&BImJ2} zb2+siY!V`pKg8|=rMp01LIi?ii+UFy`f0ZI@^MD+t+h9Hj?`1NMcqfGcr zp&1_-WkX4%ip`SAl8*S~5yN zH<32XoLiPadprShAGikJRUF_6y<;B}H&@Y(V&O0G8oQb+I*9q0D;{7w7zaim;o^RT z4G9yUV}C8|>neP0k04#`JA7JzFKDXCZ10?>ZpfUkYDiyiDr}iVkjM0F1SEPC*6j4- zp(rwjPR5Ya#)6M)l>J}6?duXU>+AhT0FK~!pR?FDbLO3XcJ=Umvy2^7*^1 z>UNjU)d4Qgt7TjsRl~cqRJA*Qt_pB|?krs;@gE2@CC9j0%5a=dBL*SfXj41RQ!06q zJzDbzKikr=sRc}rB(Q`x?P?8&R2dSKXW5L&_Uj4M+2^}S^@~_oB z_x8`Zg0IcEe|2J9+I4Nmo2HtI^qMBDtk0aXj;@zRPAc2vxT+sE%x872podWX zKRKkx3MWR6KhST($|1lWXZQelGtWkmwTndGwYp6Y8t$;j6*3Mq^aZ|ax~fp<;lOjF zP5|ip3+&(3T`{?PC|^W_QeUXUG-wR~geS@+uE>bOFWv!O;BVk#bJTr+J7uY(!{Vrm zrGl@8<3_PXHo==AIiT5@m*X94aIy*e4=l^=)05j_`CF>TTz2R9;# zdIQ|_1JcF=U-ZazN`iSfE|#H4B0g8?O!Z0QGPRe*6?@~4PsBW+TU2e_yB1fOn}W)oR!tD{Zl#;eZo3;!Zy}Cqvw88`8!Y#^(%pcD0V=i&gO*k88IHa zjZ5QDih0DRC)1kP%-3W1-=%6@TFE_%Ir0G~TGJVn4bix5-?XC#QFBK0cwf!)>%W6c zXXUr>U%!7ceH4#uJ{PW-*QFOHA!ZYi6x`k*3tDbYYER zJ0!-lu%3E6+vEyVnu%mT&^;CyE&U7xgJn6$GKhU520~lp)OemymJ?5;QiK9-#;}jl26`-*c}X<` zOlA3eT`_J7T8f6bTS-RYF4geghyxzw7W`9><=+C%-Z%V5`OT&z5e?rTt(wHOOq#e1fqt`pzyU(F`U+&}$+Oq9F-KHbeT z@?1PVVln1eM1OhY@x`51c{}ck*7$Oz7qWiL$dyR+G-UH^M8AJH-k}&TdPJQVKG$F?Hlrq?_c8-qT>lMdk zi4HCj@uwdpZEoN#iH#03THdb6sbO!PrG#R!58E{`R@6qI{TaErH(vT~$B>afyIF!+*r;;V- zD9j-p<=s27q6wMVt~301<}|fwi_oo1RTm+aV0X_6EzrS9S*fw{Vu|5YS7U63Z?3B{ zhW!WuzN2#p%6XMcz=)c5`9iP0JemBrNWm|z)DE0GDcr+ua#;i*7mzw?lyGYm7E_9S zdAY?G2EA8Vx9#7kiUZ1g;;YdVUi>A`fHOM@-h zV7#0_xpYepH8;q)EMQoQBF5*hpnw1&Sd$G6r?-n=uI8TsIE+R=$Jnn?HDDf`!R+rt zR3J(8FJWFafU^Y{F#ik;m_O=734a{!{hp|4dN?usDUrkcN-`<%D9}ZLMw59(vv@nXC_YuB^FnMwt4%|ta(!{6vb=lmMFteqr7Y-MUTu0 z7c!*2J;F>G@w_4n^a}C#3_Sf#DN?N07Rp@4bi+JG(^$M_LvF~<0H%I-@WOA_?sa$# zOZFsY`>!Qj0BLC&e!b!LvAOsKSF=HaJCS3h$buUbPmUg@CiM<%H5@F3J?*?G&nfJ{ zX!2E=3}8$26&kreSOA3vRz&&PGa826kko6oj{F^u!G&A!?Qz_`{3HMz~88C6fXYX)AYB$Qr+R~dJVx~uXu0ou$U2R*Ww=-?Zw%!NuhJ7jc-xb=m{v7a zxYp1hLKTdrf7I~QMwJ26j#|F>`Hlm4RYuAQfmda7A_VvzxNHMof;+?AD0l9e_}fR7 zJmMpQ1R9+72wL}lFeN)#bKY*hv2KL#UuFLq-ZT+nyubazp;4jo6AL7_`A0vX*?5hw z{x|71FaB>xcl=GiI8cEpyd3UKaC#PU2s~LmqG7T(@Gecib@0YatmW3+AL;9U96kk= z47XLIPOHg_6lP}OZ>&cReriF86Ewt5i;>f$VS2F(9+AvambRo;XGkCbWxwO(=MVcs z6e`Bp@oV8Ljb^8zb+{_IU%8N^3tGo2(kK^ENTzhBA!{g(23I+A<{!M!YV!%2q>0-P z7c7!6f->dSH!-(jpW`&p()kz>2Dl+lHu2!$yqB4Xw&c_}_9!7yu7wE76uw*=nFJqd z5zxeV{a(Ka>fRB9TlxsR>tgWtKhtly#&Ykia$0No@vg|)ma^E>DXWO&4xfiSQtHrB z;ib=v@QL6+qMKyZYIzmc9LFhCG4RZMd?Eu8YBd`cN;Z#+~o}5Ug7H> z8`KfqEq?{CQ2nIuNZ8cmE6wyj16W5CyGFT$L7t>NOcnpfbF^2~X#W!I^CST`uC0Lk zw7*DLj!ewp;n_(9U)vK29;LUnWF)ox2g?20fJtn?`A#wfj2$i_K}|&Gf03|*@4xZw z9SM8<90X>x{dICM(8?inMsZ@Gs9NpH8ZLoy6WZUz}(ki{F-={C{cwihlhv&JpKD4Dc<#qHELtN&9zv zuHQWL!mB+K=q3mHu?fEZjlDDUHal9mgFax$nhApgKxa>8!7zkM3RvEZ@9V zz_6ch(aYqq9Z|(^;clT|{D2 zw=u@Cs_(HQVjd3-6e4f44=~Eju%GYMTU)3GPz4}(c1e!2M3?<&Uzz;~XaJhee|@ul z@cWCFe*TcF!gXtmK5~%6v~g1>qPhVecORybXVQ4}g2Atg?L-lJ@(b*@BlOFy48zQ%x5#Fyfaj)e50z-a_cQneCoP*;&C6~}yL;_j5 zoFc|Rrl8RC2r!x32k}@JM7P6h23mmxlx`7e>JNT-&r^EElN7}hAQog`V-iwmLWeJ7 zj@nTZFf+2YNlE_c5rE`-sFBQDgGi_>LEKn;*u>x@Fq*WIGy;?z^i+*7$|o-oq^d?JH70v6dE$T{4Z@)tdN-4*T-yCj~vM2v{(AXqvQjuxM$p0k$VdTZTx~ zu0R*lRyK7kNR{E0Og9#t29sBE4vL1{wjwT!nD!a?$%45#QEzYYI}w;Gmy_SD{#kK z70^w?VwGT&a=QiBdA#YL_T_$VW3K*qS5HC>4+~Yc%p|@2=VRD)c3XwJf>f{dF}Ugz zyji3Ih%MHneTXd>@OfMq@GC7tEV+Fu;u4Om<8b6#ifAJ(wB@NrbSs5GP5AlU^5im> z-1KsaFuO8$GECF^-s0cQrJ z;^PUYJA45x2?do2-QYf4hAZuUGhY(fQir3|lc-t~k}5^|Rr5HUzWMh|3!yPg%6)=~ z(U{c>!^GI2(n96b^*Cr5Lfao9PiSaR7eXc#GD^iI<6~}P>)Ve&LR2RJ$^U)crNPW&`rLB@4$EU(9-4cU>ZQqW9KRZl^ z4H8{RVpRPlrjJAYLql6BJ+88dUiH_cCIW`({6B-DP$ph{mUks4N=BhpV|X2PrvE0G z{7U-quy?`z{zNXo9z`w{@AU_}YhYvDahSZoAJ2+)lV3lfF>EX$$~8r-!azTi@TBWA zEGk{G87kc!jYu|@P}!OyPLj!rALb?^=gVo<43ub*JIfeoli_O^D5H&SP)6S9lp+Ks z(+$nVF6K6-)i3e~--|gn!)mpvRS(fiw0fgq$pUo5K(P-HlAx!xYCJr@^Stm@D5Puk7ROLk1g}!%E+Rit+SU zPyfGD=vDJYmLiXPJ{0Hk79Z{ED!)R+Rx$je!P?{>dpBU7*@u~MF09m z7zEI$n(d11+9kPwe)agPG(B7u?bW0@g^=xnl90>#dQLryvm(23$06=<7_!1I77`bk zo%lj%8$aRsV}}kEA#djK7)n;$ZmLz`w>)NrF5e}JTqum$!v{d4^z`L%zper^9DB_Z zhPlwRh+Iif5NCT_C=7nNP$&aPT^I9$TWVO5#N1n!#9VU@K=>XUkg89(v(pgya+>WJ zQN@*x48bPk_~D$p()B=9E>oigHsu^Ixdn=MM?*hgdRKk<02Q`Yul<5{%Ox@%SMCk; z7vd1K-S2C7Ga4Yyl3=r& zEq+VK5M4JGwogahXz@;!wh!*aStb)Kc|%^;4X~o4jAfewu&#hZM*s7DqW(xH`BzI= zDZtu-w3p)HmH9+Af+ozeinqW51dd)>-*{7;R%)K$`AGaAOaj3$e2@31+l>UWCs~)v9ZG)dh`i^*&Q^# zAP9a1Bm9d$=>h)4{V)F91n3o5Itjke1(iP-*_be+A4{YL?IId{?em?E9W1v9!{|@} z)kqh;fTha6#zyG>x;f_eH7a)tH1gt=8n<+}CWJCK|HlZn$S|A(f)ajiIM@_<5PPtQ z3gA-sJ1+GCxO5DY9Gl#D^Ik|L35L6%&I+qu*=Rt*AKn^vaR~X))2}iv15Q6>$37}) z!d8RAlW5CTNf^5oJ8V)*&H`$3Fxy~y?-}D@2|DJ9CVnCw#E03N~G|~lbclx40 z1OxmkUP_UDb?&FCk?fR^nxX8}i+07|FWQTM8PJO9MRfFHU$fzGI9ZTQbO>;ej>oLS zWtE{w1NcMC59nZq9Uu8}s`6vAQA zVA}!*&wOZL|1n}XMFU0uRwW(-wwZbha=AK{w#35SKva{@V@oXw!4kOV(gt?PWGor~ zsUJx=cA%7Erk8nwMek?%k{UFhee8beD;}GTT~$Prz5?t$q!mg=vj8OKqJbaHQ9z>b zET36156YS*hGyWy92|&0dLD~>N9%I5EF zfPiiq-Mayj255{8FhIgaY3^L{{{3KgT&xU(?rVY+Yi(`k3LAiEcRo@*ukompsF}*8 z(tS-7X02@m^y~x-cDerP7N1mpMnpB;O-@un-cOEK@F7S>&74+58(qC;C?6K}Do~?` zDQZzHEB5|_m(XlCF5~%)9kh3b$Zd$nV}RHG<)~lhh|B`K)RFd`+@g8N!+*&_^k9H> z`_EPVH3ggCqN~7;p6j>moNd!dw#nj(=^;}Kxum5e_-M0=o!UmsK`Pf^a^s2tOeqlA zpzrFV3wHU+zR{_@-qF!V!@zM4eD7mL%!H?L6s(AhVyYPO9+709j~)r3<#o2z75$jI zycxIkE9RKosXz@!pQRupZ6x@ga4<2?=kR$PM1g8e04zMa0}ZhFOg852>x=hrolm9* z3RgdT`?I^PFR~vFtVSaTR-=i)9?w!^0EY?l$9DjC!j&QdXzqV^-sF32J76I7$n&#e z%ZI-phMskJnBsSBEAUndOC{>FJ3_D@0H@919!ISHM-F#r>HQmE@KalgR_)ee-~^k` zBU|{cM>8mqkL&o3XvoE*-~Hx6)QUuNH-hi}O!yiQsJ~BWnCa|!c3p!%{Y)Noi$tq4 z4S_3}Ow=nb@sLwQ(5uuB6emJ~znLnaOcmngV0eS3Jk$E;OR7F<4~N&vNJR4U50Jqs z)GxVsN^HJ=@Syqd-5P;81e5O(*tBE{L!M#dZE@ns`{f)>xeV@U6P7NNqRsKy{)s`q zeD>0dEp4%yRf%w9%Xc=D-C$U0czz>fG4yTHRkog*tm%^HNc-g+!>uPQr!8KItBZTP zD_ma%(8T(AUH@5o=BROU6WMf%npf+CT|*yx-YjjV*m_Am0;s*R@5s{e<+(6J?pp`b z31-slYI~fjKF(8O4z2}u-PQ&6>L~s;yoSKgRM|cTc;@~KwKuz~bNITsl;IP?*Y>cn zjUbvDWpT1{mx~2P+Y~RsZdu@f4~Oy&?Zr`N;9{R0G2*3*$8NXR4E(b~qDmwg7zM`f z!mcR79d37*=kQ4te%~n6$ns5kX|}sEqM#eN3-guKF`|S%GhYN*|H_c%k|SwHBWgE+ zGScEyD~vQ-tqm7aCyt%6Yz`_R*JmqI&e-M4#nYN7Bzmpyv9JDCxz1k4A%!s=AUXsj z6q8-2#&U`OuYPu>23B~CbAGxlxvq+_Efx3`tfd)#R2seFCn@DMongz3R9*@tH9ODs zl;X}5Wws6dgSB838T7-IXo)L}8z%KR2>bh-PBZye)pob_kSO=Of(zB+>T;c?T(gko!Z)V%1ZLE$Ech(06NtEe)M) zAeO9PC<(5yY={MC3`Cm~zqpq*0Xo&=n{Uq6x1=$slN=Dgde!a|?b5aQTzg8!fDBtf z%7*JWeuAIJA=rioSF3{SzYvI4IokIEu5whFdv%*&(!|RqO376HHFeDF?-w0e(9l9> zG8fx8ZTq6$EOk^|By^RWiiTM=7*63&>Nw6G@~-Co&YU~sW#vEIYDVoQgGO3E$BQP0 zNpE7|=8OJG&2?y}1RUBu<-*1C>q>%-Eab+W-!)ymHDkR|D+Bpf=B5D2N^KOUhSPY? ziBHzqeWcW7CGC(&gD?r;U)^W<;jFJv1u0#eVVs5GudDsvj}8*RmK|}-^@L;xhL^Bw z5}al$0lg0`{PhW?+U|l+69a;HOmh;1-kH9Hg>UoH8OyoqL=%_3Ht{R(PI_lV@6kU- zG`R9ux0i@qI}KA(xWdb%G4hyZDWHf_Cl;}iiV_#oRN^%$aJS_w=^7ny$r+7^!(QPKAmSLO_Fl>QOO{7ewn zh~hSV`I@97&otX8)big1py|mQYOP@1AqQ5lKKTGyv{jSf^mh z9B#Z=dpB6bCrlY?T0D4e&TAFc7nG@O^}xb5<<cH0YE8%i9x?>~&4O{Vcuvvw5 z)R6-_8}5LMxojD3MV$Ts0>f4}icAI!K7&c&q*?C;@#!ap`vzfz+r~t zt~1fCXJ80WJE7p{>q!dtXB}-A5oVOsRc|d$dA@D$ySvht=)1U2e4^PIUO3ox@&C>K zjp>`VtAcCcc1@M`RMcvnsgGt*=eKTLsKhpo2+SmdGEiC&3h?cbn2rxQ#h$eXUrSZG z&}Rz?r$@t2S3hSX{(Afp^UKp{3R*-evF8|1H|_L4V?@-peA?lkxQGVg2iAG-0PDQ1 z{wH8Zpc~*Ky0a~ox0nLtY6O7mZap~f`TOj*vi7WH=rO-pzx_?Uz!kua3$O|aU}CP; ztvg^xARAzYBOBD}1{(6K{#Tk?vXHjHZsX}$WCM~Ee z@(7J(_X3D}KH&0IvPw{==Rhx?zg3O={M{7h%>p-=Nef^9_^X}ig#(I7C-jBVCTF3i z@wluA47-N;7!jx28J8@%UdwPVUECYZi1lqGL(&1ed-4yBB2;yiZ0@`F>p((k8rE?o z?(W{tDdaPMS*lNXomyy=h7sXu`(-+}Z7G!#m~$1>DHg)ao;MEP)M+^ZoTRXKX_s;6 z;840zFJYvqJP>=`_Kck3w628Z$Nz?h-2{@zDO^>?%2a}aerNJ+4=)&OMpHW8PNhfV3%#u6a;FKbEK|OXg0fCL$lIB+5*vBw>GnDn6*BeVUo^+KXfs z>65VNc51QF_I{aXMPPYb+ipEc2L|T1TuUMm(e0i6f&V2zp8?5EFJS-0(fb?wWwmWm z9b^Z!1P@oJ-(g(nVtu@ezR+k6h!W9iq85n1o8)BY{$BCUC~pP7yQ~cJZBGMPaYw&& z1+wzC?K_Z5%!x8P;1VwXT`mEsG%Q!Y=j0AOzK|Bt)Bj>_u$_J(2U zM!KZC8%fCvL_$is5u{YQr27ICK{}+RQ|T1AkW@fABrXZ*?s^vZ{r%24_kGS7?|8@g z;~CE%bMLkG>b2+IpSjmwbI!ztx6yh*0%CB#C)@udFwTKBuUEh)ckTAmlFrUK-1qh~ z{|50(pYj&Kv|x774bK;$Wh3_=zXZ^2v2oame~avJfa-BCZzBwQx1=#k5%GSKVlo5w z{Vvk>^@ZBYW*1K}30bOVUEe6q)^?$7;%6RR-!$uPK9p&w*3xKKQANrIlY;EPD-~ky z{nUE&8RtTcfmj7TBn7?{R?G;<7QxZZ^qH%tV*b%p^aYsKIo$ibhwWFX{|?KwsZ9@o zNj1W~}+6OZ>%|DZ! z>e6M!-U+-;Uj`G}`*y#up07_XBwU6XbH@B_cT6ANeFSQSQ@^dNe`fKpOHtyPwp#e( zLcKCDntG|qX{Y_!*K2r9FjPKaBR@Ridbd;M-Y)fecfnMinSZM$sAuV9r(yP(5-SE+I)=)}`-h`@@uyRX>~)H~y3H zQWt)e;3$cf|1Fr`p*qt80jGbFRS&P>RyqV67@z-m9jm%B0Z^UUikN@x*GJ2NE@&$f}DlohHfY_ZzKX^2~-y`Ap$DgBjO(8&Npa8iWzJeu~QAZxHzx($($ku}_? zsp$&7O|!1}ee#zT%c-Z1Ts=e9f^2my?R&ijw{IsN%DSRLm}yaCh2)Dm)wm8ShDSeL7qZ`wyuh*VYpW?@zZuUdW_oE3yM0?s zQ2t(C+eJ@MOKBYP(HNWDf1w;?$+rq_ zsJXaJn$f@nr$l<-Ku0IJfYv}d9}r6(yQdOVF^F^ZzSZUU+&*dfy^5Fc5y;&S#rYo~ z-OMJzzicDwO+xUNb8 z!2R~nr-US}Zxdk6euH}8@P8gOzg?z8#`9@?{>iH##DVkt*_Zzm_-ysb9DG3wNXi;n zd>NF3RJlni7+Gxi#3UyutTGHU)&2<2IXlcdsInQS_;_F8%lIE3!PFXs)y`XpzgwTK zot$39FPfy7a_-KJ1xOC01R;vwi8Tt(XQL-6e!IiQ$?6ztzoko9*bnr+`7EnpGtd)v zMAyZcqeQ9iAkvkN$2OOOboa6~ioKuUQqXxiFJMF@U_c}vzquo2Ix%76b2B*RZhM0F zO>F+ACCt92&n{$)r_4y_OX*5YpToW8xn>;`9m8qXEkyyNSM;vX-XZWk?I=z7xBzX` zWppu!IT07`8N1z@_Q8T$87ZUopcI%oU#DF^?QG!jcwrYFJgXJ0Ffud=?T6F(&T#97jW+uASuV(ww-v$##PHVKD;>g1IDx=1X^ zqQ`L1wp7F_ZXT@*Rq?x$NAss2t>}@L*Qf7$9v5++^36OWy*%}7>uSuq z`S_?9OR}G23?aFyQfYpt1>2Pf z`)9!u$O@I3Ok9kAbMWzM!;f%A^mlr{y7s!ZyG|%`^FBKIpj>n$i~UiL2R0nXysjymB`E8&a1lS41KYa5$5_^)8%3pOq`S?v5ay~g<@LJ)7 zjM@5;82YGwMXW^CI7H*-J7nZOtJ~1bZ?}eNA2yK>UDE&kV3z zK3BgMVqCS0tt8{q*BtUbQo!yyDuAy1D^Z5d_e=V4Sy8zfDNtYDq zm8VIkOOOjzwOrY}$~!4enORL(L7Tu>hf&!_(%?H*+*k%EHI9^=)tr zVCZ%9k0d#pGCcG(M|6wke+)g-Ev_E(D4O>hd8Ss}GU-Oiql|KRoJz*CvF=(F+%}lwGNqhK9gf;ZQ|Bw^p*DVAZ^|w;Sl)7@3Ph+x-wpb2I-F?n`CDQQ1 zA#cCs;^amQd*l@IR~xG^bDmJ_eDzV+-m$|{e-AmN|3GmjpPh03 z6iId;MMF^%KrdBJj1TyxPI^2iAa-8h@M`w&shNtBv^6YJsHgiJma-Jl9 zl1Y1p^1ObROiV~AL-L)yjtf-3k~0|vb6;cmUQV9fy}e2(T8DXGd0@PN)r54PK1p7^ zi0Z%*+82Vtsin2<`quCi)EjBURhP&>WMEB}akmFb8~C_14Z8bF@ARdnq%WCn@R#lK z4(mGDXH+t>`}#=OOMc_`!t#14zQzc0lLa>!^P+k*AwGAE;owC@YY1y;mnk=Qa8w_^ zhniE0fDQQ)E)~P>!LaDUa_(wogp=JegPz$`Qg8tua|}N`G%>^`aL)@giqolVZ~AmqPg_?URF~y5t+jbq%f}d zGvDt|{E>=jPT7 z&*I4^w?k!#!LqyTt24LR{dg8ec=mKMZo@mdZVvN)81L`T`JFRuH*wq+nR){SS3c&e zwS{!EY)M`bP}lq@FopkGKRVt@@)S+T_e(SfL_CGX@voJr+HHJaCu3;?nQFe3c2?hj!?%YDJ{4d@C|~L zOh;BJG4COs>4)L3^F{IDWXh)dlvQ#2Q_6eP@Ouu&!4DgmFJvD0#$9Fo0o{4>sY5E` zmz|Vn&lkfjG@6EA*UJV$^IXRI9WEvSi@8*q!;~#0~Y)Pi^u>?8oFk-rO(2)-`(SCD9~FdYP=6iRI_>M)IVlI*^D~ftZk-GJfD+_wvZdamYLR+x4OH zskqpID(ydbJtG6~S{(gfcx}}d()LBCbtm}7f894zbEabMByf8D5k;YAJ96>Q@(H7f z(;y6$1W(^i*KtD@V5`rV_t#M$x{6v0zouP_i7dG;Z z-0uLfjYqhJB_Pmv8|Z^Y=T(`uq-*5ot860Wx6FMHuvHi^6I)-#On%d1gy1&bPpqyB z0^0pr-DYp>pq*6r{4bdHjYH0Nj@&VPMc%YT-5XmsMlQ^qlMhHOf(EAXB$NFT;wR?Y zMV&JUD1wjil6+3*J?HJm$i4ps1cu5?tOANdi-BbR$ox=uj4+eNa10sKP50)}sMgiV zCms2A5tUCCos%E6S%;q$P4ey+=Vg6D9OotaoM+Yy$Py6tJ`>>^E8Aaoia!eSMP_sM z>P%&QuTSU6*(1*|QSUH&b1vMI#p_u4bcP3iJ?l*##po(l)hc*e9NHj-@9dJ!bM3Nq zz_T|Zi0e^wxs`<8uiDS%ra`QKqc6t%F}P;UP@o8fWV!ghaDjr(2Jeu!S7o_KBV$>e&{Zk;K8 zE7{m-+bwpJe!44+Q3SyI)CaUV!$apLyHzCiOqtlvjzQb=lUMPsvT`lWqybQn9EZ6F zjEA^Oj{^nCaiAbM1{5U6fP&=M92*e}#XcIP(91;-;CmDDHcU;zwry#V1z(4-{X0MDyEG z?H3q6>v_w=42e2JR2cU#?Mj$(c;T+=&$&MDpkmN`bX9FbX02*IRmFdSn$PA;y&)u`> zw6PG(U<08)xPBnSh5vhzGD3)2Wejm0SOS7moClg$=z0r46AQd+Z?|IYp@l4A0T`Dh z`T(}>odvKm^1PS0BA|1J_KwmjG%hACtR$F7U0dWx7|^`Ezs(kVdFaEcn1d?bHZ$pbzE%wGYpFPr`)b4rxILr#2QIMc%NY}4V@32-^k z=9XNxAl-YEp<30J(BsYDb*)3c(?E1#7|~pyx#_^PpYh}_f&MPR3nU0N7ifTl|3Lg( zA>gYwX4iH3%nmuxMbqmx7WK`Y#;XjesvG_LYL1R60P%?zkG_Ng>cr}t0T^+5J-QgkHE_enW_UkG5Aq!saXQxL+FssJKv`j0y!6W-ja%3L%_ zb)PqOoFoSyRTIUH?c_b|u=@nJ)xL2F8&k3Rq{s}9UT=$LojDd5y|(hf0CIg>a!zIhg1a%%o@#}RxM$@{4d(Y=vIEE?DrWO=as#2 zJlc;gb+oC~U8Tr9aH8s?EJ>>({u^SWZ-R2kL{1XLYCAGVhsKlqqvgaPMRzQ|mP{9; z?RaKf&2lxO&R7Bs2m4v>$ClDl165&$Cy|~|OOmQ6OA@ErZz|aOfdll>%-=7nU7is2 za9WV|aEkmx^)^Gz_tg#_f5?Mce<0c;iXa8_d|%_W7rt7c=Pd!NApej&(08J4{~lzB zxEExIp$Sx-a)CiFg?28g904k+55KSK_%V{y6&lPjtju1J^sx$ahFZoy$e0WE(B%2T z6{C?cg`t@-m13CtSH+mH!e#F93@|RXT;2k=aP);&?k|vpC!qZn`f-tE)aC@SST1EC z=-khX(eqkFhpk&gJNNeqJT9SU?CR{(XA$k=VbLlX6Pj1ZE^MzW}u@$$b?FK2B_De^R|froUTBVj)6*37i`UDd4kSxPZxQ--Ua8uW zxv3|5=r{k@$sw)ts;2!}4dL2g@ov(M|L6_Plu)YLmz77P9c};DX=W8~qU$9UeZRHQ z!Ilg9h`iRL45{4-^=8!Z>=k-(M~m7{>eHbvw*^_!@jz3fsNn@X=dO*f`WfoG2^LU=zVA zUA-?#G|2x7qerFzc`3^X(OF&6Dt{*v#$N;bO*;>FigDNz>8bOiTr!lv-RHV5+T(!` z=!0bww^8n20bcn-+*YkTd^DcJ&C6b!X+|XjL(gQIGeSNub77p7#yOzt?R2h`; zwOvaqY$_58#C7nI4oA>jk%>Z6JTg9-Z$^_l>0EC^sA(;|7AQP1%acY(=$}&sT756R2k8zp{%u+9b5dlvu9XJ@O64IoUej zwG%nr#t7Ovz6*ZcaaQ?SaU@H(P}YZu%2QTqwmY4$y3pz}XEyb)#P~2;plWwHP!I3D z5_;vEWCBEm+)rv`Z}ai6U?16Fh)&k@w)LHi+2rgr^&EXO7mMBV@6T+n%`)v|q`uQ^ zYH|H3I1BbIM!6F7uT-na%3QfGbKPEikPs8mBqx+}D>e_M#y=&n#u z|G#VfFHQV^C{lbkf7yTM@4t`C+l3V%V$;wc)+H}OpK9=h`g7_^e_)|y3KYpSg$!Jm zS$X=Y(rra=I8ZJ5THRbeWO%I2)p^hqEx@jnBD8+3Jg8x!G+KDUqigFi%l&Gui7TYo z%JcmK(=@Sn#8qSx5(ycT387%sCYDdMiC#b68E#w+_D)mOC^s-Y(h5|sE}qo z_<7PD+Rs9<0tc{2QJfcLX@7TwN`DK*@+Djz=WpICqDT0-G-B zt$kR5C%<0*?$f@zo-cj8?a9;q<~1jWH@!^14VeAydJV!nyi#tjbIYy1aP)^)+P5>| zHjxZu>U~aJG*-91?I+gGW+uoNm~oeH>5IP|`5cP>u^Lxr6JNS_7^DBB&^ULreUfqZ z*!H6~D$4VM#Klb~(ZlX+i?zwAjCmzwd-5N+X-HMSZY7BMWgaHIen&+0>_5bj4oKl( zLPR)#KI6K5#m?;d^2g}1*5mW&8HdQ~2<_6b7xS_A1iPlwDT~cED%VmHK}STsKL9Pz zJ>3ZdMWG{&*`Pmg*VlhQlBYfSzEbkNvg0dM<*{$`W<@4bWO4L-LVCrz3aDv^X&+>s z?W(FI>oiF%s8$J+=X>0A_v{nq3JTmC=ZD!&4Yk!^I~hDYbl{RpPsF)0?8kH9>TH-c zE1dqZYpruy;xDz`MpO1Icv^W&y=)Zq=)+YOJ2G0X8?+Skpv1bKuy#upV)X)q|2%G;gy1-<#$D^ z?QbVQWQ*c%Zkqni&EKRlD@A+~3?LlHK@g6agn^Ji&-1kvLIhljVd9nf;C6jcF$97E zH-ac@QUGPV+VyRqsXy;Lo_qnn#`tInys`_jE@5+bnHt1jm z4f|t|SWq!-aG{8)s2aG=mrwQvq651|Xh{a|=Xipx=owDE-f`gy(nLe|ya0b_sxI8Z0n4H!H9*mbx3r+YVK{|nLr%3kqp^)l-L2J?6ocU+g}Ubse2Ida%X zD#j@_A}`XkmcZ?*=cfasBX}WCDcjCNsMf_z82!~q#aoW(rwJa%m*CYFO`X4zf^O~5 zf|nZ4V$Ay1-#eN>2VQao9CDR_%XP!d05_InxBunt7yn6C(Djm)gN5qhIcaRSjO+T zLS?@iCJr;(e}1LY^oPpYVzD2oik3P7&+Leo3HhypawadCDjf+_ zTnmZ<{{i{w82&_7;F+YOZhRfjKZ9;Yhu6=sA;Uf6P4T*OFM~v=8{FWtCtCw|&sECZ z1PS~*?~42<#6VH?lmG^Ic6>+J52AOSa4kXHD7CY1=GkoXBAkLkS5zdasn@tz+RO{I z#gMNuOXRj93x47Pw>QJ}#Vrr6{ak*1$GW(h;_3GEMm#+~;wI5pTC^HP;{ zA;tMy=O@;gRB+UhbB`^7LJGyQ8wFenAsf4)VwsHKQq)jXc^rce&3Rn5iHC#6Mej=1 zR!WRVFG`w5&&SrUXU4*+vF1W}xmUf8eXFC!Abi~Ngx~7PR4IQuyE?t?2Nu7%ACq?1 zQySl0z!ur{K@CE|RuiwFv>`2jj00;Ui7GSho+@3H`7fwd%0Xr3utgE7gIs29X-Pf!aK zr(2TP-d8J2p#0?C^SS!t+1;E`l=z!_m*{cROD)Q+&#F$<{SS3bIvwA^>zhp|lP0>H zoQ%oz9Eo&E$5EX0TM~;o#su3wpmWD3F_c%w6`AH2UR0Q8&$L0DUbp$bu+@to6Wyo4 znJ5&!ZYo_opFp315>#YcBtZRJm7BjAv>Cy?x!@&Z_4e)BB5n4ap9;@^iJRu4n)GM9 z9}<}htGF5e)NuSGvM?>R^k&?uAn>@RrC&PVEDS2H_RzPFpL}rjl_9M-RR>RLk{ykW!%}gn@6rM2wXP(Q)OW zsRq8FEK)SATxBzMYOXVN7?X_-d1Q#+?rsc0m~q2L!T#xOfRzCBF9o&*m9WBQspdOOsBIPx3k`BB0QJx*p2N)qL}Ck6y&bKarQm( zJ#Cp{p#mT1q~t>wn^p1Y)?RBt6q_>nLq~oyY|9?Sv!!D>eH*xh%sf&saY&GjRs+w&I5q1L`$ZxV^>jxo&9k2K z<({MdBz*C6Wml(_dB2aErIr+#4GCMmF3Bf@ghyIQkizuXr^x z_|FHOKTVS90jFQ#v!iQ2>4e=HUD1n1KFPgacU@CQcL%W&5Tl#4Ej}lZF2GO-`nA>Y zejsYQ^}yZ2Mt{TeeS9hexmRG&a9qq}n2}!bMPsj1N=NpV^&49Yv#OzEE%R`<{URep zd~01333PQHYUD!F`-9&j(GU#SAi1l?itjQi7;}aX666Kn%#FzD6+U_t68i8^1@{RC za-Kwwd~>(AEJ-Heg2|NJ^J?w$A+lEqQi2MGOnC2xNt8){Q^kkl87X5S374&QC+|qz zm{Uu(eUqTK@QhdwXEl+dwQ(cJ2z*PkL+U5-KkK4XQEKeknM1ucws*X*rKWN6=pezC5-)S7%+psET8oKTp z9jBAd9xqr+wl=$;TrazuV`Rb~jnX`H3pLU$aq+ov>NO+KjI@}N-F1&V6$gcazq;;`T)*r(N1t%d z(A+Whj@!Z(eo^}j1L-CT3wHb0xdd9;-(QsQ(kmPyQTMbk5cykg3v_I9M54}|&17U- znI97`Q*F{Zc!wp*PwI}!ezhvpL{@P4g#OlKP|px5^q&t{u+#zv#CG^vnzWJUIrD;? z+B~ukSpyZZ2ZRUcJ|J8Xa81RrbSZg3ua~dA>cjIOIj^tC;XeZ~aIFvsDaA#ZMchG#O^{)- z7Z_lP16I&jy6<&A1y;~L0{p{%b^TmgIof=v@#*pDd$)3^_S&nTyVo1hf%LXRkp199 zMs4)Ncu~j=iLk^NUaM3Wj@oya7P@QHgN%+yfkKju0`=e6{{uAh+<)@QNLAQW`R5N8 zXA)t`<}0?>lU@qn;9(!FYdBv|Hgr|h%gq0L?$nu9Rp8E-D)Mdl51cFsc;hgN=8kp} zZTx$|alz+(px*2*iQLCP_r*7((wFwJlT6$6Kmp~yqkX6`9!HG#AoKe}ENl3mq)yl{ zPdDDxa_7dW|;VH!MBP;cIr*dIH2?&tox;MeGalL0Qw@075=Bkc5``Nxu*9gEB#3528@ z>a>{Q%~iE(q=Kmlj8Ms)|@^GFn;WkJ*2cYd#ir!^0>s zyld%$wi=;`wHx%9WO*mec=;Y1m~{Y^p@=%`&YJ&Vb(ayZDOjFv;aKN&NF&Cd zAUcJC%D!iGHH%UqgN~1uI|6s_yR6=9r5YCM1(EP3;GtQ9f|Ubh%zt8Um;NhK-;aRe znG)dBnLwa1J*qt-&!74Qz{7l}c_zUWXC7l6gU6uYD#$nT!LewoDw(gV0i)z!#LGNF;O{}(TOKy>F9+-ICcEYQoN$mpV zqIu%iZC^~Lw{DB^Y~6L~1oF37&TSiq7uDCbpb{+TT_q^6+e%zsw}2aaz=GqiDNzST zb&Yk*1xAGs>>Ksqco09ulrG(VcDD-J5+~}7RJwWPLbzO@|6EhZD%72=K zO9zC49@UTBRG94`W)5Pk$l|I($m6y_Krr*(W;n=c+L7qOd478<4QFHMgO<+JkI(OT zgiap0S4CKqTT7(+N`*%io0DYPkA1W9sbm)p8+@}b3JqbsEBM|Ke6c})k5-x^)aI}m zs|bh#5WzRCpP>riF9AAMO+k3&P*_GU9a~^PJX!u%j;O1qry@ ziS4c6F+Q}a1TO}^s0aHN&B6P4LH4%h3;9Rs{HM2%HE5GQEUC~B3KwFeUttfmdE3xO zM}buO0sW1qcIsoN4Nd5@|L_NTpN1%mx!Fjur4}_Oxk!mnDgyK7M@$`_GfWmQwqu|v z4M~uJ=oTh8=dmtCcsm0;*%5@(Ebo&2oudls>EzRqZX(gc8>H~*K7tw1ggI@iLE2qx z{}tsDD#KQ^2K-Ls^zaw^|BrG3Xe1Y<8a9Q?Wj*}OJCpl_*1XPSJ8+QQRQiKW0?&fg zz)VRynA8id*CM2Cam%m9Z=Wc@x9NdlfjKfpsWuBd$`da=zx@=z%HRv7pcVu*65;zZ zCw?>cUwS+dYPkE^NhO9S0GHnVIb<;l=Ff zGok;O5S9-QSa&j%8y5Re3dx<-Tp>vs=TzlLYDVx00iqoAMi^8Y}Te7l71$SRKR2ytG3{9$|T zDU^N%s(y_0m=W!%pUM*iT)*4t34G2J9xO*57%YbY=qw;uZY?1AITLX0sRUemCIHu- z96$_+M^kZR#YtXJC*f@eVn7fO1CW6jfC0n+Bp@fC0yzO2$O&Y(asqev(25jl^%5Cs z*@or&8@<&?y#&zGL4`PKWS$IR?|p+0h4qX2!}H;lCoQ&yMMAc1C2LsZYFn~OiJcin zCY=hn4?HGEE8W7qaKDIi3UY2&GJUV8{iHfu$vS6^9?{`h!BwTai5C^3Kt^C5%1lO^ zxe~Nv@ES;!PezeZrV&Mh3`eSYUT=i<@_L#6+Zl6?yIp?Ozo5aoU7)#&a?i4FA z*!2^#PuZ?a*n3dOr8)*5lxq+Slz6}M6M0|ak1}D;fuu~TbO!1DpG&a?t8vv_B2A7O zv~3h*M@^rwND=q2NUe#*y9tia!pna;5v!i~A~7~!AMIRk#GKCP8Znh~Y!l?dj{4nN z=G}a2DE@eu@i>`O$(H^yG|g3r7I(H=y3c^6_Z^Nd#uUR8BF zZpSE%VKa!+6R!=grzTz+id-1HQnQ_qHWXjlnL9~zIj*_=!XKZ)tkydz&rExDo;XaL z7KR#5qS8HdNjdI)u5Ym@_?9z+2Bu~B?s%=Dc*|;Ddp+WF{(bsivHOFK-+bun);1pN z#``CNmCaN<)sqljJ5?2Xvp)mbwW81H>dZzC*1`_#5aqBiAHE9e*z(|8+-{0-JZRbA zcQw`>Se$DLaEvpS?D%zPN{&Lr!Vkzzfo^3Ujmv z&$npmp0<1lLv7RjIke!B^uC_C$pn`Y`S%JYa3{zBE9u!sLzsKP@)cMH$nA>9`a0%i1aG308^>)W1-r58QXJvZ9~#n zy7VQn!Lr-XPr0Y}w+>@Q*vH5<@kfb!FWCq`d+_Od69e7m$9pbNv0Jx1WxW39Q2fUH;@pnK0o>n z5-YcTyyh5a5GetEEvvl&X{EeAp~h~r`198m9eQ!^D;@OvlhdLYtRrQr_;)awN`+yHGqA$KMbfPW*0euLkZnII z7=pd55_7M|icImOK#L5IEiy76vg#v7ZF#=-QD!F@juRE10uG}yOM#|ko;6G4hw`5= zJ>Gfs(f*J=x3-aAxGd7eOP7+n&K?WDlq-2ZtBd9YJ@%KD3>{CX%mY zg&D1{krKoZ&93DL8zvfF+MvT%o%HRKBh*RV9|}px*9pPkP%T3z)G1am4=Usj#h@Qd ze(+XwFj?SRy7d70^B)2$Z~0c&7@m)Mp7)T^^%1?DdzNo@n9q-rE1bYa)>5R>u9&Bi z9mo2i@V}5^iY$u;qXtXtoSG{Eo7Nvj&HSM!AY&{@U>H`)QOHSvyo0=v8CJ|2300t9 z#(W3qBc_Om=MW^=VzgtNegerV3#Yg1m7{FQq5b}pqT?kO<|vVa?gJ$Pv6|y+&x?c9 z^H<1D>?(VW*IUR=qcmgLQUSuB+t~0OO#Qj>D@^^JU~e3bcW9b<5cGM6ukC;O>5f>7 z^bu`I^_$n3<$T;sMC1}J)nHyp=YBvYp$GX`bs&i-dtlgDB^@uP(FB)$sH;$ z%YYqGDNBeQGpGOyib$j(wP=T35R9%CnB}yz(5)1h!QaJZgkWUbI8Jz2yef+F>pWCP+@<^hH4tbq|?pG*Tn-=A)7o&#%077?UQ!-|RHS zX{K7XErK*@aE@^Y|I)XdlSQVN$p9)d_|LTmMI0Z8C4;JuO|NT%LFcz{_@w^J35;`Y z94`)q(7_kZR%uL@k9pzNtx7yu0ic&=t`r~0qdU-Xq48(> zyN&KC#h4}&$S!O2NTh5Z>`6(V5UVtsx~jf1R%O)Y9nK))5^778E;fVXjEsI8L)N^l zLRD)+H|{aGcFCLTi^V)`$a2@EE8znz(3iGHpnp5>O}np2RH{#2%z$aXB2C@aJMG*s zz1eQVjX3)8`O$HFeR;j|TY?Fmi6g&>qcOXz`M?&KR~KfLyMymL3eoMJqFAZ7oLO(Q zr{E&D=j1KMv9PGhKWqaLTEpfup6k~>H*%kw~-*3k6sb)QoRlDRN*~X<28{=dX=7gMo!cRpGaFt39sR|K+``5341KN?IR_xJ zl&j~LpW(O;I>$qc-<7DvnnfX_AV4KnDhL^EmxP3D7Q9!9Kx`TSe6c3+4^B@pb?j(8 zW_sY4xt8l_QV2CWOOcH1jg?34AB+^Etoj})mR{wBzn5ML#d9-(oTiyTF4Gbg+ILKf zI4(_|$OX@H*xKwi^*=TO!XrF~qTvl1OOSKe0tEQ2#QEm4B;g$9v5bwQp(`pUH>&+( z2+u7+KoDZg7%Q+YE9uNBqs$Tf9K+zr(%ZoV$PYaOdW%U`Yscv?&ZrV6hi;kNv^uqz zW&2{l*HuBd`Z?)IVf-9Ci2^a#l>--O7i$_pIxD(*pY-B?X z_VFH9uqu9u3*$A6LKNx(|Cv98Jl*nDtCy-MnqMJk1Gi877n9#S05B4jC7Q1frdX7r z;3ega#jFY2m@uWRnoGO7;20bb)%vMv$JUi_ZYVMQdT##a3+1xMXphFm^;t^p3e_@2 zjoq`QLZ`=N@taEGpP~)NwuEgOZ)mFhs;&1E6OljuVGydUv;0H*=rM*hJTZ}oiinF( zjMu=~)$wrY&%&SH;r8LU+`wEGuuh;Btw1yWIN|fF;asN2NQM<^>{r|MOEwEzy~AJa z|3&b76%k0l%g5ImS2PM>VCofE?z0adSXsHgDPE9Xt=-FFBubE>cVTH>If>Vnv*2 zQ$0GMG3^dftW*zItmo|K+AuJ`s`im1>}gEYN7SF-SEd_>&mDeH9*kE+8C+}&5TMO}6+ZH96YpJ3+>62fN)*_9(qYp|5 z>xdq48FhXah$;4?T%&{%bsQcLs3lQ3Lxel<(B3?NnJn4DZgtVJDDU1%QTn~{1~vr2 z*sl*=GJnip)?I6Tto}8+#`flq)F+0Mux5M5RkM=zW^WpbSrJdW-S=Ov676q9L=KYh3M}Lh;)gNmzUYQCK(eWPcwh>P2Rv5jgEdFusWNVZ@Nxn_`E-!b|W7Gs|

    Wi9@w&hM#kEZ;%P3Yy%ld1U%_G$%=m)SzVKZp?G>O|`xwTE^U!d6kZ zhz_&~^(eE4iYjKN;eP&h5(x8o7 zvKMJE$NLYq$?K1g7-eEwEGY^MG+U;|5_Eg3DhnPDnt?-q>RuRdS z7*TZ8aq;!DC>^p;caKxac&V;m8E_MUb}VD~|5WF$g;WMoxsWaONQ0X%rl#F-@H z;v(_OE_A-GaF=)9BXr>r%6gOR5FKtrasip1VA1(EMIrVSKjZUwjXbfU$ReIg1iqsH*8FX}u2B{U-w}d_%2g^Xl_YYG zjzlZCaI#Y-Qpl^Q^J$sIAg{C1CLYIOrHbAs(&0j#KUalzUz}A&3o__=+*f1*~Q5zur@_!c?FTMw(mnxr*fBxw7XWD^lk3RNo# z!n|7AZJ-Al(X#39or&N+HXHKC)^aS>J=dk5F)aOcrjS2NmAuR`-+uORm{*lOOm zKhQB19{8)k(d?KFtzG&{v|#pF5L(%IScx_+LW~mK*G0^SOHC`c2Q^XoNc4xgm301I zeQcVLN>49TCygnjXs)u)Xq1KqR`*3}tNW-c84N)v8-yHXZRzOK)g_mS*n(IgA%uMe z>Gbk=+A9Gr-FKm}5*$iC114M%i)tlGN0?25$il)9yVKY9Y%cu8g!@XL90O4_gIH-obdlq}3|vM@9+Bf!dALYX$91zJ z1Z|k3PhtuCX!K+afynFy!j98{rV5~=HB1ncxo`Xb+s&e z@k~qN@dd?6)9(+tfpq|uD*zVX5rAE0++73bdlNsYvTE|~m3|WVYSnuWSs57*Tb_u~ zH=wwfZS(3({kc%+m98mT3Fxu^`%yhr^PQbUiW0WXhbhoh{4vY_hq}Lxsw3F;Md9EH zL4s@0;DO+70TvM4A-D#22oM~CTYy0Dg$4KE?!n!HyGw9~*K4uQKKq`tzkA2|#v9|k z_eWJ%SJkX3HM@S*-PP6YrP-edPNjC^?6*#fHmTGLB1zQ?1PRnDTy!gv+SA}K!W&M# z(wGQ}a>}+?Bq+oKJ4tcB{_MZAOVpt}%3N;2EY)d@b7fp>>a-*RFxc56yY}dH-G9a2 zzkuyd2V&rk2ES@toU1-J(K8K@yx?#}(J@}3NLo>qH5iWddRW^_c=ZBz_tlFZCUqt{ z3`O90TQex|lI>}JqU*Hb2oMPR@L+9VXzLzw1!?j3{oHhCT5?ZATU^+Bk{wPjhk+Mc z;3W3N64Q6f5=QJ6yv37{r7){#Zl=s-hr6a(m{Rjc9 z#SGiL9@7C6D>+PD&b9erc^wxzzS9P`OqpmGB_kc{)@owcGwzqYVPe2{zamMeNw0Q_`~HEm2fP z>_10nZZMbOBB7)J7jcfAe)Y$faO`cZ*vfq9G}2TE%<>!XWka$r(nH{@-7x)@xJ=v% z=r)f4Q`mBJg$n_uR8t;Us!3{Jv_MAPT(})s?ru}|_f9!DB)nT&mULFureg}_0|^>- zmX>tAAeDtd=KDHw#g7@ky5%dT?LpzDsdx`uG0;|WA+3a711>$ICClOsSlzu4;03Yw zB=+egP%Ot4a$cNMHZEuA33%vPti}?w&KOg076(VAW1h6Nis)|C?id(ETaqej%Mp;8 zgSiLDnp@a;1NehELwWNg_U9X^B1lp9Q_-)dB1UM@7innG=2KBa=M7XA`=VDasJlYZ zjFH$H3fMoCzjqj}*oIm-WTzv7SO`Gm&Y>HO!Lma)iYiBmQ-VhBz2H#`A%DPW1gNJV zzN7PW@O(O?J{_8#4hv6*`=`Te8YqFl(?N%33b3r)T*z@gp!8=$55Tu7Q}H29TGMnx z?D4-Xf|#l%i9!@zy&_aX_k-@7QxcsPx~?A6oKv>>{qx1RyQ-aeau@5H&plenC9k_c z!;vRAulcaQC3_Vws)l*JM*a|2RS2}PC%5tX*9mx>5$ z@5FGzTWIO8c6q?t-f2N;7NMusf1s`idT_6G#=&j3z`=#h!$jjxyHr&{X;oDTuToVx zyBNbHJ-dkc^>==$CM7`Pt{D^%bluDVe?+ISgyV+>?Cz$rz$?ZoGbzKN@T5*cL84hY z)ElvnRLc9u1|osK43!}8L;(Y zYbu{@Q0PB8H;DIti}DgO{|}%%;1B;m`GWrm%1{0i<&*x2@{rX30p;^^{wF9Oi2h$t z-ZB)STvHi9dCSoERhr5G%3I4qP@V$;KzWWX&z7sAhR;JZmUUkud5a$>7j<8t_-w7K zba-)CnQ0UnD0g@@1l9%KTWCy_sdlKDE6y?v9-%%;rKrCRU#c~HH(H|crp2pEk>ahR z0n=$O&D?E4A^Xa{^!V3b?_{xtn%Q;OZ`+;P_WQ@WD&7G<(`d!C2DCHP2eZa zZu6m-DHXPPLjB%HaP5y`hgFAe@w4``$y(oIa6{7B~uU( zfVa@vk)vZw_6Mw;7(c8vA|1oAB(xWSPs@PKTJ7C}xK~difwkXR+)PKNmbia9lUJFsvKUeS4m^<~irt zSw~J^zv)MtaEt%Y3@<%Oj=UxKyJ-PQnfTR4Qu1kwJbkA24^}bu+t-95NvMY8zHDFF zTM4pCuxn#B9~xN*LPaxkl*@)_l0}m?x~D#{5Pt=+`ll`A1wt@HAXL>>KjnihtqcM?ECgRuDp~Ze%Q-`?BvSelZxG zxf@n6-9`8=C&F}|%yU!vAz)eW+b`bzS$dl7*n-AMB;aq1Szkn7S?U&crn{i2y*eB$ zM{bw9<-|GO?~V69IP3pD!cC z_u_t!^2V{U&t@>t`lr<-4;U2DQTsRNP55@RTo3MqCJWe^SvO!?)?{k*^MMZ3MZ!*7%c}lD-X9koiYgdm zL&ps^(S{mVow9uArE|J+<7ATMt@Q+5yFU8wgnbMan&lo3ANN6WV0kdxlHrgu1vA_R zWP`L>cC?js!jln?k)@dO6CE2pgPE&6dfZlE=h;)kY{wm#8fCHSwmBKGXQxuw7&H-& zJyom}joD3l+>+zNDYD2#o98Nxf~`gk$tyr}Uwd$iUr}gPw#Urj7MEcsg{f&6Y8h)m z!k4}(%Veqw(4wmGx(>z56Tu^PB6R9*t-feVbAQH?bkyovKhBv|vULQy6}ciZ-V<|OGQ?&;xIF+Hq7@V&{ayD!~i zmnU+U6w}jd8S8t_QiC__$Qj>|{IkWoklT?tiY(7awBP2@qkc$QLp8lSGc8c5=f+~ zOcL$j{spM2~t<4;Yu}>FISxSGZ>YreUV(N@ZNcT z`)!m#^Pr&xv1VJ(2pA_k{Ed9UaIcQY@%N!vx;&~FWd@;pI|-(2Egv?y*zhc-0>gR) z?ltyaGqCso^sw3Y-w#$L{Blv@>Y_#J>Lpz>h1J?&>E^~9##$3D${5=s?*1qOyyIDl z(95Z92L=D22I2|*$T?IvchY);w*??}*CQTpTol_`GdSRbag?>!FZ#7G5o}bhMVAHR z1mXFOcQSl}WMHPb6@XA-#(TtK4x5%&NnY07=*heo{dah~{?%h0MTxz!+w&6Q4e~38 z^(jJP{Cs=ul4%$rTGi(o9u_xbeC}HMVz}1YitK*}u~9tOx?p4FGg?=bn|rp`i`qJKDK^>10#z8eOh+`f5KBI)E z&={*uaj@cBstHo~R6?2n2hnw}FE6t@J?BX>+{o9j{7emcmEB^{IGh1Ue^xHpLLxuT zrtXPY{ymN}%w^?LmQyyZqG{LZjR__wI?Hn3jya9)zZ^&S^-dbE zzZv*V*lmncv{mitLd?ff7VsI%Z=LEbOW-@}(&Nt&f@@P72M|OC;JP%#NJkgzUm=^g z;wdv$Xv&1mzH3)D5_?`~Xvqp|j`8xHv9O93FHcN~6w}52LT9OB> z?&ZKvv$tQ?gSjrfmP)g0$&feGVw#U~l$?Uw>rAtcZp*Qe#OgMuEE~NQzV9go2HP}s zC!^%fkl|u-ivmAEWZ9MSWiUS+CW?iE^*6+~m=N^t0m0$A6@0+k<5-0IN{mFwc#MK? zuG+frCE`+&DyUu3a%vAvP|X$NknOe%qb0;O;&5Y2UV~n`d}(d8iHHd`-W9?xeoB z#=iSu%98jfyFTxWPSLU9tZO&wSd9xLGo^|`b*4&HZiGhFtq{F{Vo&@$kZh_^E#&kvJuYL)Cur7ZG95%Hg~ei zTh0kjE5~M*zC^fvF^34lKlnsu^F+q?Li92dC& zw=_badsyVNGcPFD`0qtV-n)Px`Q<`@AZJf4etBw9mg54_{>{@_ z#M9XqODMO&f0SA7L+C1JW}vN9ls^K_Gj8^zT;TL8Q@543vIph_T{ys;Kz#&J zOYkKyQ+Nx^6e`G$m{?D2t_OM>x;FLQ-EIGa3Q;0-Ahn>!Ln-dJ*Hz)_Nn7-)Ll!;L zkxE#hA|umGI@fjhFnLo*I64Io$wQ(jil$yu58NGDD-Zmgt<$+Yh@OGGkFPR|V}!69 zG#_7OsT)z0T*x;C8vC8?%5+XXlc6EHD_49y%_?fsJ9w3YYczB zAdSn5E@fW%ob-4}x#GLCj@NbHfbjru0VN%kE+>ev9Z+E_S2Q4QHw%@K-ibw4zZ2^@>FdU^?IpOb47FG{c)L?yKL3 zyomnAdcrwS7aHta6B^7?9UAPVtGVs(rMr`Z`tINiQEoEnczB_6vSM*4{i6DBW9YHTXsBpymkM|kxK8L>Ih(6={N zLI0R;sg+x~#Mk;$vCW7DRc#X93wB?h4z_M$;xv}c<-g%9NKexTfz{=|XTkoWAAvRC zAArCE1UeuPw82AW4Uv+-Qty8WXeO{vGYII~a0Fm&_)C1q+HmNsVeRv{{#9lwVyWY; z`Cq9?iuK=?s!^}9XKV5i9S`Qz{6mhdi`s~VR zE@t$bx>cf3rz~a8|Cxjg2|^YMNS^>Dy(XU}ef##?#2Z>=8d4jQZu9)?Ssb!mL|IrQYln|F=-z6wt0#kQUus^%gx$A;~BfVPb zwZ%JUkt!vm3B`iD(m0ZFH_&qwUQS(i*O-EOUTXlmvmd_&_I}0fk>!86PMwC}fHe$T z*ZToTrz1GThT+o6ioF!0&P2#02bTPdm@agunu`j<^cfJkZY{l%_wfj(5f<#kA|qXW z@lCy>{Mj`m4;Q^Bmmix94D0Z1_$?cePtltJI^>@BJP7OQDUf}*guZ!}c6c+AAk_i8 zY#ahxak(Gc6)Sb}^ymmxK%RLe{SZ-3eWzY05&Nd z1x8k(yJv5CHUlRkY54ko?9y)u^fJf1aj43 z+mv<1xCpKe_?8W04oZYKrrO))YUuw~eOtD6+CP0sk6-%|k#o+E<*6prNTaC6+*&p14%(t8Irh8axhbkywU2&Fpd%3D5s}AuL%_WLlA@< zzFD6S*EMTF$D~7N_cIl1WfQKL6=~LXLPV}SUNE#uQ=teyJMUEy#Yb;x?wC|c9A8!5 zJ==Tnv<$oK#!6;5R+sH1r~T^!wyxp)R5r^F1D?_XAln6gS{bq4D4cnp3bM zYcU`2ZrJt{*1i16QPpvRVYmnvZh`d7n$+;! z5+S&-Yrn*_90*CNXO*;1%rhCwkL_3U=OyE;7{IQ0`&DAyLE+V6-MQhp4wR}Vf;Be$ zN|!YbPsn}j_6-{k%sz{YN6G+1V20WF;Vb>o>YgiONMr_ytVXLnx`V<1>Pb?t2irUC zOZJugd2Y(6a#)8W`(Jy$-*pJ$ny?f*iWJ#o9CVG{g&2ClsdAN5{c6%~IB36m#) zp!dM`Ii0nj=@~Vvpcy1GKcfZ@4lDZ3TosKv{=D`u>5~5y@vz0f;FV;3CZzZAc-$)M z@wzV*{E6s(SY7RoeQw*kxnec^AD~l_n!+CRg3W#ELcJu?_{bzgWUGbH9#b}G3=JB{OKv21w+bjO) zW!@zp8}V>I77C^Y2!G-T$#RCj>%2RgVQ#)TsWGMmWZ`VNS%etvNYWPw~w za&iqtu|_lRO~26NisPam2;unDeCb*8i%`K+c}Gn$iG$^F&;`%t#?mIoB*b{L6c+m6 za&12PsH=U}k_(32ygXBGy@?Lah9`+IzX{%xF0q^oA{dN45+5t6AP9Zk^4WhdYMuEi7p*imlWk9mhLo27vk?IdZ;En8x_n2%;DZ zhYu&hYm~9|EOA9eB>$9Bq}8r`sPP3zgscJMyYmALpBA_m)J)HMbJ zpxyA&ulJRIn42*##y@pjNzKUrN5RmvVmjTT{s*jnltqIIl)Jq?LTX@2&>MKn@eAl$ z;M?)kFPAV!C~io&MCTUBnukUH-tXjXkREkQrv1I;-(0zK$@{2T!m!)7PQ|@xol->} z$N%J}z2X{hnA_ETeS|bOM2qt|rBLPDmSVsfPCZzSDBn*I3*k3|lh6UDZnDo3+tlC8 zBkP)Di}aIlj>h&cbJqNXi?17jLR9`f^lxd2Cve85Id{)`6X}G6Z9V~6gpe$8+lB~r z$me1wnZN|b{nhhGNwj_AoW^HFf97n~CR;Opyq@Wn;eq+gqAcelJMbOL4qaKU^}vD( z$t69Gc;4qM$Nx4elBD*Y7H|15OWP+o$^qt3fRCs4e1CnJ=~t}(FB2N1Evcq8pYQnT zGks%ZbQyJ}AFCeaB{l2G&M%$sx5{kpWLD8L4Ur!;N_^hP3roS;3o?9|$)#WWXqV$% z$eI?gvqUVR+WpI8gSG+qYAKX3?h*XEa+uyD&q3zSG@|$Tapw&7{#if5K;0 z$~muT;>D!YYXymX#H#eex_xtPWA6gi#dRtAo}>{@XsGYuY^`tQtgWx*EUPc$%&X7i zOg}ND%jO0^03)t%YMq0VRMp}`f z5%`}+*`2MgM&M2U1>(b_r`xJT8AMFfj^Xtlj5H{}vgt>>LW3h;C;M`6UAz~iN^mSw zPmFX(MYy=GRNICty?7nWhSV-7%?^AE_PM($)zJ5~dUP!$JM@V$buEWvvpH8LOAS^})rGYn$iFc?2~rdi@#mqh1J|0>>VWr~o6I zGM*F1e2SYpRiPi5acKgAaE>db$OYbkeIHW)i2QtcAIsPy4^5^1Y5&Nh5r<)`DvoA? zZ12TAToCSB$m&3gIwvB^7l@0Gs?{r!i@~6^&29)hgU{K~!Lz(HjC;pETZkDb4ncFl zKdL|9LjXQFC%-ad6j?_vu;d?Y6zekvsi}%LsuD<1^Qe#%LbJc8+UK>Jl_c{j6cxv> zj>W;M&+=f{2#(M@rr(P*u47y7WN8#4bcMbTMQ$tT3$CH3{KKP!p#f;6W|9)kKKAVg z?kC|*wEN`4ngNmyvoZ_t!1ePe)kZo_wM;Xc+@PH6j$OFy!Fu3eO zsLuP}gZmF2(Boo2bL4$0jVY^aDfbRBZ7sJQyJOg|L$1&=FHHmefYYg%*yog^n6 zaiwO`X`YX{k{@25%;dQL{w8%4xti%1&L z04eNe%^(6V7KAs_{l5*l6>|vkpgs@MoufKg<$b>02(0&i)r$i6+t4w{D*Q4Vl=VLYZ5>tpl{`@~Ax4eg zd%*h2VrzDbIk<3&eY+1j4Uao(vo087HZF3E`5 zC9?*-K&Nv|cvf*X0v|=Utp7o|u`Px=o}jVAnBZzUjzgx1R$jH6Af$z-lDd`e{19%D z-~{b0=k6qS<@`qgt<&bw9-6dEksi|||6bapJu9AqHCy#5X87P!d>V%Y@vhM_z`Ih! z2``EP{iQk}E(z!laY;VZTZl{M89ce%;t^|xw-`xP$NtSOPfa1t|`F*Y& zjeLOXM>4}2#j<6;A{B7iK`EI=)@<=}N;-7^)FM#Aa}=(&Qf zPsBdp(1hG)6>xJ2bTq9@pZZ>ug(Nz_9vbw$sMRT6Uq-8p@hAGW=w$aeIto`qx&b@y z`TeEcsUlNrlPL{SO zSCx-yClCUvgjGRR&r}hrT2;C#eN+M}@fS~F_C2ecjIjW~bVg0#QQ*f~R|SIXzY7>i zWVSHyCpph~fQ=@Jfvu>~GMOll6yG_-1jW_^INfBPz99^tbOW#rHh|P8B>ZGYZEz<{ zByiWSqI^AQMG#NO$>6Sc9zQ2wZ21Gn`m#@BJ6b_`t|nR-Nv z*>|y%UD(!;Fs10bGu#<PGr;6u^YhXkA5au&hIAHN+PZHex$n|tRSWgbr_zt_2BJ$S4ddtpsCXC=D4NkY_<8)d(8 zxL;+ZeD_OiV!4JYvl}D_WAS$mQ^9{J-l3#TdXK4$q^21=6|tpw**8dyT6dcA*^Bc$JJ?9teeNh76bJuHq8C7g!(2OzMS8M8j4Wf7qC<=~jyX=1{DqkGK zFT@I06vB^SksZ-+rg|{Lel_rwmJI)xkUUFK=1fYJI_4q%)wvFrU_^HlgVF+hX0!5R z?pUq=2ltmDH$z~s+!|UAo(-eo5?$H6MP~D;pAy+kR$32JLaszQJDWf!}=axjC@GA2S^?BMi^z!uGLKjNB6Thf{4-Fb~QmrW{@e;tVfIVN5|_`!1R zyjGrH)O$6TJuG7tE67$Z`{lP^#G*Z;#jwDgp7TD+VPYGJzEc*1S*(qdFOSX|a?(TL63x}n!%ChRT*0FP7^e_;;V^WeprcIG!6&SPpyRp zjJ-}q!#!h$e+Ek+ZE0NiUqZvAIYUi+EYADmi3#-`v^h4+ z;;B6-WqJOIFp4(VpM<{?1rX?C(DB>gMz^nR3K1L|r)V0b=bz7OMp$dR!ruw1zZ?pa z%3{9F9HSj*&SOXZ^^QKGegCw-@)cH;F!^;3by%oaBA&T@dN8+~SWk)@n{8X7qW)h{ z!H@@F@ID>FEQ;*oKr?cYJ#jN~VPG@Y;n1S~*VzjKYxsQOI^z7P(nJcc<+rRgn;uuR z2&=G0j-ApDZcc~8#%hfRanfNDM7TiI z1I~Med}11$)4C>HFR_)OtD(sFsSd7#X%{}K@q zh!)I5gp)IXdynu{ZOyRusSTs>;5X+2s z4!v4OIn_jHvu=SqYu=f3s^5>RRX*F^3ah%`@5@81IdO7=P*>m|($wzUedgP&@hfby z%?Wc4R*YXlyb*v z=AFK$S>qaGLI9a_%iR4odv#;a{-n9p>zF@<<1>C#ztnTf<77XT${9(g59p?LPe~;< z@kTHfu(~@FYI&Mm?6OzO^g{>)rt_lYjP{x#m2iU>eA$pfP5l}nA>`i#IuWdOMjzot zY;q(MtZ4tdke>Gwpmnlcklcx#65coe3NF-2VpM)0)W=wiir%M3TGc6$-X!8C%`ZlEpNtC-50M_f_XjIB~Um} zP{~|vZtDI8n@?_oiZ=kOJ?^wvToPXdvk<~0jo=mw6-X6Gm^y-+#- zCAGh;q6}CiTgBdcU_dJFCDbWk#kXOBHktRqyy_I`5*0*&>-JxeLehk(D*93!2Bj$Y zdsc{%QqWzK0UoC>>;Q)L&A2vzoKsWg5WZE;g!OC#Ul6+BiW7aKc>0hC?;~}hIHt4+ zjhy{hc9F7Ja$XP?mUNOv!1^V=LV%~#r8H&_4bjc-6B}E?%xvE4&K<9H0TpP0CR}zO zod{i+&27mQm#$C8&F9q{7DrccLL-788Zww{fsDiu>oHU6>JLX6Wuts0po6-g(p|f4h)HI^QO-rh<7Gmmn;KfV2Ht`L<<)W> z4;~3d)~SK_*UZ0Xc~Ngq4I%-vU2Js_Tkf&%4+rr;3DF(@Jz?qvAzErTluqY~uHlK! zg=cD~WM#x0N(SC|;@AJgFaC+&+b4b>pXh!)(V0H+8+Q2jgsGcP{37`5?9yAsb5-?$ zC6FEG9Z{hcDrhJLB9;pGW;m*P0N{7PRnZzQnB!>VB89f{+J`{`#Z-t^=TxuSe}*0) z-J{m^zlP6+7*Km@{~N4-?nDUKC9)j&Ic5lpS;LzgIiplH!Ut&m`4-d4q=gJ2U8yz; z6oX_!UKV!4u3B*fC4y;M2;iSf0Dyl70KN(U_y-h);g;B>aSyv9g=Zq@l^!d94%qKT z&5Oq6vjl;W>&ARSBDY*lDB=cadnZ>B7#Df(p%se9Yq|RH!=K|RF^5L>;iGKmgK7gE z%3votC+b{iaw0u>v6Nl#yCzV(^RNED5Fa`TxMOAP?4(qXY|ih^q)^-hX%f>?L}FpEnl27# z*?q#s_lPcF(^EBzaQM-k_uRaZTr+s29z*l_2qx<4FN!?}B=gI0$T*tnMR@*yQg0U+ zxO2gQ%Kub+%6$I+0ROU3Yt=tliwmlX%@ZTpj(niCWJqh(a%)o^iDHbQ&$Czx1PQbF z{mSVDuT}QtAWHM5vZnwB=QZbcCfsuxgUTugZ33`#`3AVqArGNDFW7bMawQQT-yJ{U z!)H7wA0{ZZ4wSmy3`#v}2Mj(tnb6*{W{0Swm21C+vbbtu4^Q5QFu>Rl2GtG^+O6hU z(2AbWin-C^o=y+}piN}2OaQL%0jfeQl!WGq4_xqiR8(?pPtl~h8jfk$sqqA z%Kir*dWeRjd61?>p-l%tn?{GKLjqMt0IJRxs5)mOP+2mdviyI7fcjs$WcEo1XqT8n z?O8m&eL4vll4_^K_e|P|mThvNsy%s1Y9MeOcvKzUS01Oz2*oyMdTccfXX_GP>YT9c z-1fRq-^q+ht>IC7^87hP&x-9vj%{{5xDLAUso9|QJh&Oczg2U-b?KhrTxg*(84a2` z3NN>&U{2qIn~vW^l?5{^*yxP}&Tq*``p9VF14VpU>F zo&s(}L)s0}!=Ir>Z?v2vI_?o9PP(~PB~Cc)&l<%&$eOo~IPA~XBT73i*R5B#d*`sD z(i&xn1>BNXM`IbAUoJ)W0J)=GqcLlId*=*I&y%?|E1Ws9ldlBq+3$+EHBUaG|9C^7&D^1+9+$O$g1Rwq-Aj^8aOx^Fel%JSNFW^o?EsL$YMEEc>5N z+8aTI!5ee_Z}m)=w939$($zFe>2XGTl)_hpth>8>lYO%!9cV>C_rWyu z!v|ii%yEpBv_mnam?6-=1b1zdReH>GUg}x>4?YFv#%=uA)!wBA9YZvKho2;v< zjjWGXh$)wGbNm^@l735d^a=IP7#~Bt*bH`D42c#6-A-~G!PIF<|3~GDUmGm(_;cKx zc4e*krvcR@Q7k@X`}cm&_ZEj&mEwLlY`mGaGcbs_qZ7tg@9eD7U1`(Q>-6V)muQtR zAcgTt$|vT}#hSuTBH}N1FEP5x#oGp8JH`ASh8i)0W7j476d;@fwyTN47=aJ3?w?jhqHiMInQJ7_9Xcm z=R%N{rMZ`NGhr?;QSyFd!foTU`7%oCV?AG%o9ot^I4X@LIYmBwH~8lltnzklV69P$ zcUrWOWdhA0MOH+i{e})!J5}wNaTRBUaSUgav0b%|u|l<6_Mc($Ug@%V7HSKSo;1@&%k?e*X0rU_EfXwR(%G1c_WW!f0V{zR#Vmm>oup& zJ$)pPWB-^`Zc(H1JM$rg;!v`?bb-#uK3Cj6DcoE=h1zJAQZC#a_->(+L2fAF^F}&b zj*d1o(d=VaL@|!{DpJ*W-nPDLY}G4v(UI8ZHAvi*d5D8}D75=wCaE!%Aq6x@6I|=^ z$Nq7x+Dk&0e!u4lxMH<5FDbMa{hs4h1S@q3d}PMaq?8iU1pREj z{#`(OtjQ&nw`ensY3kXjG7~vne^G!Tva5oSwvJ%Iz=n-rY(1 z*_;5N`^DVhM+5JRS({;G(+F30HE!w7xnJ!cU#d-F(cVA^B{t_#NH(WYNW@(&sJX;l z7oTTXH0l6tuN`Qv3};n+ckC8Y8zOkD@9zmG6=x%as?)~FN?PC2#if{ATvtbU z#%D=~Argac3?w$=*8;FS)n*8Nb+K$ajl4DQ(xApo1IDfLHxM^dHCvfAhi04bCr zq#DNnN4W;Tp31Wa+AAreHe1N1goi^oNHN~TFspinpISe=geAe;E`TXk7we9PjZcox|Kg-Gtn-= z0`Ajy3pncUdT5)mdXZb}hYrj)UOf07lknk9dT4>Vzp=v`>0uFdabVU;LVXOPm=b{} z2mbHDKm1vyF%aa|ldAFTD5h0jEUVGo)c9K$4b_q;gyi z9P&QV!UN9mi@pQB%H06E+Dxfa+Us*R;1FKuqzar)hE+|E!%J z#AoM@Wic7byHCesgYYR?Lb=5qRP4jo^H%YDF~C-&y^38dFfFY_TNd7jsQEXLG?Wl`CB zL^V+zJ&#;}9V*dbL?4;dxaRcU)d^z`!NnN($=gIW5ycCg&IkU(s))+L+CFr34C!r( z3)94s;-9i_Gs0#9Eg8&}Z337w_aCqzmhe6x7;V-Oc5~VwQjLIdGO5bcg8Fa zA&1@Y3Qf6nbIa>$?8DlDy^kjSjcL((`C+t6)xTdS{t=W2XAftO7%&w^r8!Bd@gNd( z(H6vG(>STqXsPY%DJ)9w%{2+h(YLp#_(>D5A+}`xoB@mmS`}Wm0vcQ^IpiKB0!K|1}m)|EE&X*8D4=W zFULVBk9_xu>1CW=^}&|#`IZ5!g2KBb$NWM}c~V)h0darFLE4mhCfGDZUjP9F|Id(5 z`9FsIp`bfm9kD<4&lA1Phe$9IME2+o^`0{R1@H0x7rX}?OAC*jtyW0q>%cmbi1wSe z6x#4_VYS!!N)Mu-x>vJ7Y8PguY8Cs>aPEPA@0PK2PcaMT zx>|w0=YN3u`hW*dfwcG1{|Wlz@?C=S zyrJQLm-ATLKZ@ScLO`Da0R7ys|35$<_^m;vAjZ(iL3N0onr)5r*I%xM^mGb87f3LM zC=M=y?SNsIX?1b1bD`E%3F5G;nu*RN`~$o#{IvI=wb%^=7h^&EoyVi4q~ z{3r73{Qp9JK;pFn%zuykKY|~C@ni>c6c|BxbSQ3sQ6*Pe%-abAq(hOyCVaa?-X3^! zh&lSO|Lu?o<6szf2RQk!bvK+swt-$wVZyivMznFNOriQB=a+Vn3~Ca>la8$1KlR~`ButjJ`i_qXT&35Xm;2Le0FZ8?+`+W{w`5FfNB8T)e$gCsP?pCp>0%58EnkG%3Bt+Z zz>)aogu=+T9^kBaJo{Ywq$>_Y{y+7>?okPfNu1DB=7!UlyI&82}A6GqA zc}x{OTt~)mNYg6M8cI$+?77Uvp(ho<3z`;SUL}CyTCjeFgtquJFXE9%_x|{=qlpYRMSnfFU0(d+6amZX@^CHYu zPT!^_cncnq9MXg&RetXHz}|}2=yf{!IoyKyO{pMBwJ{?-nA{v8YonE~XEp8y5KMB$ znC3N~EJ2r3_Wps8EDfm^2v97S8FQ`f)WpQ*_o#GKCXdJYE!-^B>bCl!Lev7daC8Jsi6qaiDRIOj=>VPNslpi^Fs zfQPM=IVX4X-KHJBbhr%C5Mj5|ii#n}usc{lJjZlvM6#oY?1pOdtd>e!AY^QVEo5v* z`q8Q?qH#nj(`f+`ET(J69HoU{GR%Bqv~}3-M3 zY70M#oZd{b7_?s>=?s&eF-AKBz&UA3)I%7lh90dM|-wzd=zdtMz5SukH!y&X=k z0CSk?s36z8lSK|6hZcCQx{jFTFpLx~a)OpsQM&q`Nmgdj!A$u=bxi@(#}G)b(%==K!+uGbB-6 zErQKkl||(zeB@<-_dhxN3?4F!3BtC0&FxzQ*!gJS1PaxJ2kJaD`NVWyeiOglzacLQ zI%rBZ^8fA}V}^vfbpvn3h19co@3vqN9_wHyS6XN(c=>TaV*c`(!Di`E6q&wW^a`kF ziel^|5*VYx?4Su@_O;j8mbZtvqotp?gOKxm9T73PTj*CGXsLH-De1R=B+zeXh3BP5 zv1a-S_5~x~E{(a16f6 z8xSJ++8tB-*eTLKd)OL@f-|k2o~n_5 zUmRnPXQwb%vGa>u_pUj1d0K4w7eY|c*4uoW_nl3zyp=V=B8f4$bmi#O|0OPZ_T!)>6lIQ>gtdq*HUvy)nj^eqKP! z@K^5q1!W0_N=Xoktvr~0brFkg%0IM-L`6mhoqqFY81j)`gQ-{(attxA(Ze$Oz_Lj7 z(6Y#^v&3PhBZdn?E9r9ixOv`TOf;zJX4x>b6eC9^*6lNTyCWFJP zX3c2-Wj!77zwZtx?bTfq!{=eA_&nD<urBWDAWiMw6x6Zq|k3wpuV zS4?|J%;l}SDfJ;=Y(Xg`SuO!XGh||~Qhb*~v&zQPR*CUqk5b7_Dq`MW*+QX>PF4Op z5ZSlqxP~bs?}ygVvZF-Fg^6^8t0{UurnCg9qJJlUCTn?Ig9&ee6-N#$tI`b@mfqeZ z9&He;s$66@Rz3HjNa8_Po-gFwY<4eRcAm(2(Ttg#T2asAr2)!8+gC~FLCiRB((B*R z7<8SL3`*P*S6{I%MTqkU|FlIX4cik>W@fhjQ4R}*4Z>oi4{eX8X#XGvoJn9bZlZ?->@=vbBpUIU}LTAd+*AN>peJq?Q~dNsbZ)0m-2OC5q$>l0l+?#0Eq%k`#%O z1PRhghEv_Hz0TU-+2?!CdG3AgkNe{tb9Bv0v#MslHLFHdja(>&vX?942eEG_K4f5h zA-obAvYrZ4aK(pX1efVhUNa8Ld%j2@rrZOujgI8i%y5OK3#-{(tbi2t?Bt}d1^aeYgYrq$R^u_<@$jK6mk zG18==M=+S?gKuaprNQ=Zg}$l8JiL5PC>fe|v%sjjEErYy1)u6@UdCG?v!^pL1ms-t zu6OAI41JfO7}u??6$-d`!2t}4f9V-ZXp90BtR;iK^UWz*<<4io)+!V#YT%@|G={_L zp)~Fl@O+Lh=Y7n*XIsl9M@DYiU^g7Kd2qYcghBkNpDWug9*In1w8}lOLry}g<>fA! zfn&uwV`|60_?I{+DfCo3^9RJB&i|bjC=cBX6C=REfQs>p7#{0lq)R1ChsIlRL}R^8 zEgPpKRY{vd+>clO!Wk6C0&mbDB2=bw%9f;x=KCyH!AEIO_w`9$8w>pR$O`_*t^JVE z?Ab4}F-IS`S#8!Jy~s~z2nG_%sQAqegYHy;jQiyvfXkK=>%?1k+X8c|Yv<(dzH{W2 zSxTEfUn^}Qe}O{)Ou;_G@0?MncQD>;X3q(OIQFMVHa}5RrRK-B?c_*HCNYe+k=<>{ zAe{o0qJ9wd8)W8pCu6kop3JKk{drC<3%UCAfr_DseVcdMtA!ROONAH&gqs>S()91a zb2w7Q^RB6V!ctaER90kTw0`@rN9?L0%T@qGX>O5E4PT?IxI9P@04A| z&i+)&yA&j-6GaUQL78e=%3M3=HfoL6G958=)ie?qgc}%JM!;tE_L*OC6kRi@oA5)G z3-If0i_laqB_Sa$3C_LxD+H#AlMU7&J{zw)(w385kSEWq0$GknoL~L_3rlm>Hr?r@ z)ltG+Ct`CAxYYD`k1hurTkLakEo}cJG6)g|)gD!$g(+V5RKoVBB!?g$+=XPo?rFP1 zxnZ5nc|!N|PCh;)bqQ!MiQx!`KK>>|@P;OafMTGKE?J3|hPK``Lb!Aq$MTaeq*vko z5nY(laVHl`wGHD{Bfh3;gcym@pm#Mw3(Lrg!I6w{CYa3$Ci6Uh=Z6z$C{zY$j^<@T z*ICRjwA26f1uvv=O1mrX0*NXAP%L@1q(eSFtT&;;E?nX9MHHV{O3yj9 zHOnEnwa8)4DcL)f?T4r~b9?Q+JGn^F*Dlo&PvOe-223(~4U=TBCfsWp-%p9^heu|$ z3TW8>`~e!8X=FQhxw1-JBz+a7s>gI>(zEjT1Y~Yhsr!Md_S^?im>cg%FafOv!L)BB zTlohMF>D8seO2ScdzNIpN0XGity=ypa0e`%BnaSekZnAk={w<##Tr&_yHT`TipsjA zJRC*1kb`mMu)``1E8!_#)NAn9#Vzp4?9C9u*Ww|B(vkjU6 z8=SM>TmgR?a&s!H;e)X!N)Ay2WEBu;yhj!NihET8tVgeY$2ak|szRNwZe_mTmn)8G z9bsqn3d(=y>WF!X)OK?@I-4j158lvkQLYD`Uz7k<7-IS8!uUV?0g7pSMGl@9%DAeV z_FO3B%2zkFQG-5W(F@m|YlZUt@&++@>%vW_8VrQFuD_FX8qHX#Wt%D85QEB>@&b z^K9_{_VhO=(D?7;p?}gmjiKdakm-xT2!5assJsG2<&@Z1dO6%Il?qx)#zD)WE7HT1 zWPejRgew|XKmt&B%Bx5zenB!f3?r6hEUE~G4EvNwsYyOEw^D-|_K&QeXVN-oe+d5W zab@2H!@F4B*Yu;W)=DhB#8(A7u7)vHaAhIns!yc*Vd7oM*d+2-Zu z<#wthJ~CYn99Vo<$wE3pyauKEx_R2Us$@oDwXO`FZ=9EMdo1&~Z+_aRe$s4cSYbuKL z0pHS64-FZzz-j7P3}a)#24At4@u~APIlQQ&INkmQ(ge00#e^Ocwv?VbY$=kmlw{qk zyw@Hqp9TrhBNRJT0Ldy(I-*=smge>PHIe`Yw zUkno1;}fEy3ge=pPs&!+G{OpsZPrFRqJyp`?4$*_;2d(sr7&eI+irILnh?KlY8h2f z_%`J(T?%JdK_PXDg5mt&L+5k(G5*;)o}#xY%lnrMwB5n^1^f@UULCfk8w~PN>YMX< z+wLr663>bvFQa548vO3)^9BYVU$#qYid|Mw+liUj{=D6s=X#ZT;u5ZT@jUq8@(H9@ zf9vwm^mxg}Cmc&=9hzi2insbvi1$=PI+bcGn(Rhl8u0h;L~tXZ=NQ?&36B=r^$!To zsNn%Y8upXPdp@u94+&);gn>cD_S%+v+T~~1S*5V}PEPR$A~ea*C^TH6Ca>@DKdE|R zReniB>&C6 z`XTYbkTt3`b@yv)oIWR;j!V08&hnZ3JBtII1JLylZ->xc!8zo_*RBPVg@AWPz^ZTK z+H&5V2t4X@X{@G=g51>)$C||0u4C?ZeBg2P1Pgf!;Tu$6y?7%kq92suJCBhS&3VXm zQ#k^Ayjz(Xx!hif^EG&k*(AV-{(sua_egAJ+Io-O+g`O6HhpYtl^Ecm>@@y@$!esE z$38It$(-M3Y^A=?)SqGM8ZX@@1Q9Q$E)p5v4C9vI{6d+Y=rk{>+xly}f!c=cX>or> zt7w1!ss9I$OCD2#;-(lm{bi98v#5_7A?yPAq$wze=+|So53Hcq`QmAxzUq%@eIP9Q zQ=o>pdUAmufB&I=APYU%-&Z0-H=a0OhfMSgoM;ZVwTo3RYl7zM80U}E8Sg3bN6#LO z@zkncr;PXfNreJp`*hvHJZ3T$8h>spV^-WuJt#UjvcZ0E`O@xveZQR$jywL_3FB@@ zu|^@%v_q1?F}viP$`!*ed6QO|b??g6w~{7pO=?N>+g)ZyP*C1gJA3dizEwT&slcAM_Hrve6tX4Mh<1`aG3iq18jEMI6 z?|HSz>LVIx7LDS!sRF7AoX3bw9Oug3txkP2)j6Zr-QIa@MC82t_z}_0?qf@^kDGs9 ztUv!Y-XxiJOjpy@ZaElZXAg7C-JWPMy7)+J-3J2BT~UNaF|#z7ekhS1Gs&W_ia{}D zMV=Zg{u+y;`U6`vJ>Po0b9FWUZ*GY=;uqniq>f(xzOj~f_Ri#VXSPcPvOat}STz3$ z=EaX?d{UnYFtLTIq)OdV8=_8rJ3&ctTT(F5tqdt*-d$0;+!1b+so2w#uGqr{K%+7A zbC_m?p4IW2|4k5M%+zXUmPtdG{@F_Z&5Qbrds2tx`4Ak*3Lv~uq7fwyQKGcIhzHXT zK8ufut$*ul`7XKQ=-;`G3r;EoOOnbS)O4L?uczpu~GG*!X@G zgw@%L`Y~gmn=yT$ru2F$#4w3!rw%$yTVa^Pps`*&Iy2q1w#_*zC4u$El-Y4O;Af0w z$d`O<9Pix~v+m>RQZ}B_5UOOQT;b<8UC!l{W^kR=K2}&79@l~Oml`5ip*dy29XqaC z*g>(28n4_O@idX|J6hA*1Tzk4#F7tv?5gAE@_bxX#j;Ur<0A48u&ocapDoE$L|wTm za`Tbd^0^Z2`b|8;cKW87Nas?TYO=4|!e*>DTTIQohAXL4v)*oDudQ$U2H~TeIEH}J z{kL0T`ze&y)gO-i3MO^&Xj=@StH;Rx#05FJJ3Az?-4vJ*W7++9+uCSd$GO4N^jmMy zKAoh*jF=10wQBi!ZDzB;);9_r7d~1+&(HUZFmi+LVBf}!coc^N%;;m+17GC_cMGau zM-YS%00#)e%^xL;nlR1I+`OFNJIadK5z)Z}z;vDmjCFI#^tCczGkku|wWukq*^z6J z^ZX7%;VQ79zee&b4{nKx(kPxK08NF#tHVRshptS7m_tWQDtmGqBe6&zmB;rOam)Ks z9QiZE;Az-(O)0a7VrK6sEzU2pWA)7T&x0JLog2F&;uc$u7$L>G*T-mA&1r>sF2{Gc z2;qGtXCG-B7#h1IemY~`FzxJ}gvepQGYLed#5izeM#0x0mxTfTv!dyrQbmzC&Rls{ zJ;;Xcr}CsG^Xc&M!b&xD6SU*YvEE=9;63L0Me`_VFcfZ0MdSwgpo*qlwf{uB+$^F| zM$g%dwUlI})1(-<`AIb51OPUyJIi-4_CpC3xhPuTJ&8^K0`5KXL*{$S0^|>tZ;*dX zXNrzoiibq9@1H-U#inX`S+|eJ=SA!5gfEF@frfYcLue2};KObQTLbew3yKeS0Xn|r z&(Ym;#Gpk1-{xP4?!PN#6iko54jk66Cb$Z`%tB+{Gd>R9a}f9XQ`q<@-#GR3PW^O6nqGDK7HcK*+q4hsGQ?Kb~)F06?LMOsF1e16Ps9lA_I+nE| z(^BI!4*qz2>Z?y;iF*}Fg?J`7tZT^O{`@qh#_7Ge_ZtYZsisFeb7Acr#Wmlkj|8XA zFfI{!j}{XRJ=taE*{9AiG!R{n7Qt3tG%^rgH0xUJ-5W|Eg0e64Oc+`G!hHsxD`TMD zl7~Vw2vnE~RLq3cufz9I7tTKy!9N#C_yqx9FO`0V%JbwU!GMl^%(l>3+e&jL@b~YX z79xaAwc=5~QPp9QQAxG(0$koxokR3vCZ;XU$iQVbuN?#KcGD=6j0CeVut z^ieqwm3%WgkOVb4-8FQelRts-|D@!BN=cy%u5KYH3E$^gVM#~k^P(BqFF*$de&Eu| zuCchE^eV3*gW-dlVQ)$RJtxPj3#!&g&lb&OI3B#OS+1~YY(=M(^(T8sR7y42RO@>C z52X-~k)7nP0390xI(DP=ukHa34+jBBvxoxL9_(*Xvi@cg{W{(|%IWzJ3VjAaDN`3^ z2@aKLN2v-HdT1Go^^uNSEZ9|!E>qVn7794JP`qg|#E|mse!h-XrW_Z`);E3>q757) zUrZ2M%7C&-Gmk;lm}CsP;_m#pX#BYt{khouxw!nfc%v^39m^C*n3*uR>T97dhMW}w zWfM0ai-XZ}%&E(*1cx7W|4!Uye-SrpHI0#(TeyX2vGPVhjQ@mKmuyxHeg2%NbIcRH zIjWF3>;{^Z$`bzYqZBquP>B#rR3)Zapeqq%4c(X+BzAPZK5=+b#dC4a<8@fej?;Kp z%ZYP%Sc}?%RW1nhE4@O$?ZGHxrv1CUGTNK(sYCd;+fXI(q3) zk68W9-App7z}S+!i&ZrvvuF)IFl!f$pPT;bLz9m0>*^(49XGS?ieYAp!&s`>#<}KKhZHlw|<(92z)W)yKu8&yfnOI$ncvQ!wE@8i58Ujf)b}dU``rpB?q-3 zwu6H($}=^%!7Blp&-C{?g3Z}cDsu0-d_tVYI?MDBzt3aXA?Ya5f)Za);`Fofy}owc zn5J2iB+oO1o70)%YKEn*EzGcKf==3|&OYdgOlEe6#UsM>x7i)bGuH}ygQ}%Z@%iG2 zonQQ>o@;v%LcIQ{ETN=?#88_&toO?I)?cUB%&#|z^EbxXty1V`#LIlRb}hJ)0HdW_ z4T2>RERQNLg|S171LxmuuJe|o+Vd-gozN%nyBoIt&umFw{EP#Wd7Qppjp$fNyEP_$Ugea@GR5j!t zgm~DdzOJL-4PjBVT)_VD*Fa+bGc#S&C0t69R7&DhfiV3ae#)0^#M3_>;TsVeeHA=D ze3bIr!BM!nw}T1OhJ-=5x<>&Xl!Ymav&KK{0Dl!%wKOa~)M^*sLm%;VjoY#Q{c6m# z#5l)GY)+5aaeQS4-lrOHA+LK2mtKdT6Y}sZIiO^Hs$ll{H5djL1;gOhU>JN5Oi!oc zt&Pn;75Lf$(>s-w9aQ7zlX+zVAw9 zo97WZWM@lw>Jx&m5FBgvru83kVL99A%1y23Rz zin|(8T1viMUrAG8aSgm3w}h6AnPvaRPT$88Ytdg-uJgIL_k25*$6Z5M?2crW!I$uR ztq(`uUU5z#4al0OwqKzU8O2qZXv&_ zk4W&8*OSPC1i0*60IN8$hNj|_L+yZ|P{RgV-ziWa}gwye+*bk4#sb%C6vFo zNgXg#DsacLJhd8eAJa&6v>M@f#b^+xT6w&)sK9a(@<9G&`op+F{ql3yJ6eueC)?V| z7xGyVPR8k-*3%MZ2M$}+b`|EGhnagl-h-l(r@I&aAKQ0VKl3>L`b^;X<8weYV@hJR zolaKG+&0ynW6XFPJf&>9lS|CRJFGHzh$F=4>pLp=ycsg~`b%qLT?8tm{PN|#eUZ6) zmw46JTW`vg?`_=`IdUkk?h@yy!{$tV_#(Lx-?0<7Xzq^e1vlr;-6I60fc9p#^Kx8h zm8vFTrHC-U6e6^4kz(2+bo??=H7RLDrN~#P)4x)m-)AHQf7l&Zu0Ith!k2GO7(m8U_7C0u}$5LQBAU=m&#>}!k$jBb$+oHfq#Z}`q! z%JN^(G9%;1#v5~|mn8qgjF|^5Z;Vzi#!ABetKQx0i2GO>y(}xC!jX%|MbVy1CIt=s zEsAA%pU4V}M4ow)=%n7Xn6?P8WuSArt>o8(Pxd2P>yA=O2_4I4NO5>1lzZ&jm_QLw z*vA&%2o&I)Fx}+}miy6NZ_x?!!(S&XfA>IY!EDmF>zJTyo_yGQM&sDE3b~SuK`?)v z;FB=}o%Y^^=5MtTB<;X^JG(lw<@waqy(i_v;{Te#S@gSp1B4{ee`sZr{pHQ$+$BfuDi{kXY@@0QuT=C#z&6)V;Vs znSZID$1}~B-vSj`80b4v2xhM#P@nrHLmD2BhLQ2AY((MN?Jjy_S9l7yjd znV@d@$Ll6Ni;Gany=d3PvqsL8gSN?aIKN{=6t_0%KF&HM^3SaF->%+IHKte zZUhcQR6Lr%5--0*2wKK%*lR0Z$lOr=$+xTd@uZ=v&YYvGun>hAtvh%@6c##ld9m@=yoB~`2=Okb>4*?g>D0<676feM#C*|FvU>;n}-ncawz zI@u9stPOT-*7-Leq*d6zMBkwYj*!}lnNn<{7cBWS6*UGDwz4f7w>Wp(pVdx`-d-3F z6aSrZGf>g7aE#7IDtXF`Q2v>F@G)=O(HhCD;mr5L?f2tw7m@J}I!r&J3~AS%4suL> z9A6S7%@I84;PbN5O1giQ-I^MljpXWCfF*n!-jgbZU=T z+h&v-P;#;fB_Fq-hOQPnw};;06Ou~9H#NMUGf z#4e!r(^!fNsjxGy^>m|gT&@O&VgC+BV2*xgzZw{a(R{cy-1nNRZRRrgH;L-vjhFGj zG>jDtYD2qXX{kHEMq07eMEwP9d=AFPR3Zyl!F-ZI%v~JUlqRsoDTXQIvs@3~S|^zv z?Km#IKz4cC5C#@dzrSU4#M-v^b++sJX4qv*wpc#0YjU>hX#^A7CN}lGZsO>Ir9;a2 z6w{;k*1u0tKEI%R?#@$zhdWz{**;m~ge0ZBZ(a}qA-!EtabBopt{kfPF156Ufg)V^ z!G9KSdenZ(E_z?^S!3hgf4$@Eg3gW~I%vhiKS8_EK^X6OQ10A z&~nomt)u0p6Iw^hO~?HJt|1Le!eWp&OZefIUBHQFG%6Xrl3Y))8DsbWFu3vKlfl*rnhEYqyb;pP>kdJfTdBL9J6jNKS zK<1xBK}YYsPW(WuzIv?-i6GX||3^fBPw;P|NB(b!-ZW+b6sOB3n162?fs|qIJ{9VG zTB)ffHG&XZ;-sDkePFCgfdssN@`elW{pteNIprAE7z%@j!`F>PLhy66R7pm;IdC^J z4)vy&Ul9Do@4-(N1r??DUgaZr76JFV|(r^KdxO@NfVlG_4@v)BvGqJGOJqwx(YE{FgWz@RvAJXyl1? z7$}J;X#X2NDQYYK7aSU~fG%hu_4JIn7%hE_0N6riK;O(*Z(u0oj!$4M>Wb;V;$K6Q!Dv zoikqTna_4G*kCyYm_9zhwbb;yvJo#LBa@9>CK-CYmIxX>FY2BAtMv&7R3W<>|E?8u z%@t7&^Ye-qx;h)wQyD`f>5Yk0DIqiWZB2|r#=fUo)?H?@7%{?>%r)BAG z89v7q&2c#N6vE7_q#;uM1PKw2e1~yr$^V@|MgXSET$Wd=@R0aM=OHUeryE+?I*RULkVIQxFpMPyM{p1QP5YvSU(G(h9(NY{!FRi-RXD6fR2eWmkxde1=2FZ* zdIIVVs7}Bi;#ZfTHsVZ&SH$xVL_>kjYQ$jkhx7lf6QEWjUW)>v6UuJ1{ZPAB+3g>l zfCrArj{k()FziFa@@P1440Ggdu zy-<9ni}Z3t|GJjjAm)KXy@ykK^$*fUGl{IrG$_J+`D}W({Zs5@&&8m62 z`P=G>>e$vV3X!bE$6teD_+!OmqF@P_OdIBd>3pc6a)RvTrz9dSK`@yYtRw?9?5h8} z@$%JUYQGefareWy&nwooI@3~M3AXi5UGNR=w44eI&4d#hqbxaGDEd_AIpU(Qv}LTH z)GhY=IY&ou8c{@Ws-Qp(AUG|^7$r!e(J(J2P&I~F0;b-7A%qoWYUV;6v3gGIra%8t zQ-%+m#K!kjr3GOg#j#tAf7<$JG%5(A27Fup1ug31B^EHdO~rQ4kp+yDv(TpcBpI+q zsWGFmqzXC#Xpn&+^oJ5vR_<<#+{nd_Ph2Ec>2S=~tLLVc%XGfuem~zy*@A^@*PEn# zPdXqkvgD+)g+2!RWVu|G@pCzNc5iXkH~sV$)@hvVt`85LY@0|QqYVu;<>s4%t8e+b z*N+PjZ!IN84#l#F-!{wl)l>=nBzQo{e_p3FR?Wsug;vHj9!O7)^KMm!HU+bcjcf37 zjdMProjizZum4WcllLo1?y$c%9^;MvK){bVV%?H#1)h|~?7KWujoI_eyn^|Vf&vdkLlB(N zZutcrSOf{WnwIZj3mm5$`Ek$dmjA@gihlgQLrdIVFhwEnHv1tyzxIA-DmG2bNdyI_ z1?-OUZ1B6%p3x7vHOrQ^@Z90t8hs1fa^Y&kCn6(NyXv8)n0=A0Z?YFRQ~Z4@RhB!c zAnc9=*XF!l`TKp`mRk-G+D~fv{Y5Juk7b9|(Xq=>}vA$@8J);%-$_RHx z%m0-T{)|@OZUFVcxxnaL9-N%c(b&1iOvxOJ>A`^!#f(wC2fdkds za#b8sDL+yS`f-OTZ>1a*jq=OkaER$1bBH7zBe2461~#^(YVfW#*HbHt9JG!f&uk`s zWm0v`;WhQ)oRJk=n|S*)D~tMIb5=%U1b&RP$tqq)Jo6P8nK-bJlYO*E2k zHC1C|^{KDvVDb7-8B{R$Kf#)18uu((LIN3No@Xp~mUZlS3ujXy+~ESh1%D3Yb)I%Q zdkJStv>%AIq-vxuJWVqhEN0)884_5VNbt_GrarLya7*JY{J8F0X7McInc>Fp#I}VT zzsI^A2uAe|9gOg6GlY8m7X!!sVnxnHkL5Fe2&w7S@4Haks(AUa#rm8JrI5qm6GFOq z%~5bhdPw7QL(1!|IG zRGk)Jp`57ag>uC^e7Xh%HQD`dbl6z;zkOB?C2#)Cygd0U$cFDMdtf=`XVXb!<~3t~ zZCbZqWPUfAPBdcz&W4zS*HwBVsR>wioRp`2siu<|Opn_t_Bd5Dce$iR9yy`_tt6Y+4;X3T(B$Di8Yt+DEd38G6fgsu={Ucx?! zz~@T|jAzj)ANpqRZ0%E+PdXXPpn@m|&Y(he!Sb1OBm0&(hAjb}bN2b?#a|_qKJubv z+BEq|A^Zf_XQtW+x{kP`8i?bJZwFo1W21L=Q?A{oZizX&=XC7q`-p?p;w|#Y@CR2l z+9miGjf29saZ^!WqB+~5j7Zbi-StUbr$7y})7>q8g*#L~vITNaD9Q{-+#Hq|* zG!#;q<+*`b(i(gXQ}tzb60qg(Gfr}3D8Vxqu~(k$m1mmnb%XVGQhAa(4v1fY#$I{< z&hl**WPd`#n6=V)OWb1r^b^H&B-jM4*tH;7OX?x}?V+%CL7PgjNl9tn#WeZQi~PKOzoF~a!&-=`tf`(kArno$oB{|lS~7d(zy%(H zJ=mUY228l@$@i~nG`inVy~s8Oqw#%mRm3yrDro)T!fr!K^f@J)(?-@gEAJ7%Rw2BNSOMMR~P>m#fRjZ050jbvnP8B&ZZ=-u8mKn z_uhY9TkY8LN`Hmv^2G@_ItC6zfLZER2A|0bZPGp*Fs~hh3xCz^Q|%+Ym-cmPwS)Ip zu_xF|qx@qK^>>YRSI0&DSD3rQ*}Y3MsKN3140-?Vh9$(YmLvl`iD2L>%f08wCyN!$ z3mmBnPp8kd`{ruHEi=SS$y-ei7uY+$cwU;2w;BUA%6sc_Hy~T_;n3dYGrERHGr#p7 zR^wg-idVpDu2lw}#|r14~MBhfQ{feYmHF;v4H3?7sT{j=WV|HATy-cx3)R=I*{@E~!Z(ztUz* z3Lm^4a_4_R)#O_Q91FEf>t7${X3H?^ST>2E7!*Q9{{>~N#PSNl#)Kh6Q1NI8rdGbx zOD6#mtCT~(*eHjMd%GXDmUF-wbpOTWjZI8F8Q+t|XM%hq!ruJuDusI1ngx1AKL-xt ziu1-Mc-`mR!rc_(vu-{j{Af9DvXluU_T~&vS&{R69QcW-rM7hiP&6g+g9Hn}&S>^d z(&BHc-MJsh%S8?-JebA5HVG!Xdt_9$qrhjF9ak%FAAV5l1=Zzy-0ro5!~02t8S?Rq z1{-AS%W(Prm2s4q$jgS+=+K z^x~0t_hcKs>j;8JiwQ1KyC91WWwgCM|GZSjv%f6S{NQhoqw`G2 z`YO)KxZ1hUt7QG1poRNHnGAHia^Vd$-x=uO?BTt1U_^bW8j*zaCFUcI;9K?il`6~G zh;?5!CPx^otLRFnllN?6IV(CRf#{f#FVIhM zL57Z59v$4sNas<)6bq$c*~6aUJQ`OH^$s#r3VnqVpX;f}#OGThHOr=W zSSX9?qw$jMDp+pY8J0zArtb`s{X!L~be~5>!15ldVXn7#R(@whzLI?Dm^YrJA{+u`L`YpZKXpKU3!SE_^DEsPUbm67C9n zXAyex&I^Hu@c6-UTiB$<0uVctIEcL2i!4{E5~h%&RB56FsGpR@)Z~#?Z&$k?bP$z^ zk;r3ICTN9GnUG~&LzlIyV9x>(i%)=3j887}^1QB<$w(b-yeEGwmC_szA z)}IK%So4XN`%8iskGUXwOq%=_Sb>H;co&~I`wjSX{6jM8A5N|g!W8|_AHI|Jaz407x|uL_6TkQy(nmS zCeDY?yKCK=lvMorEr|X8Jqez=Lnjz}p}cctho{0YqcbVomv?Y#P_NGr^AxJCsliGv@ahGp1{O6?so;mP>act=J~B$en>3Hf z!wqcnaFfbM_!6Z1RIC1wxVD9AKiC$ivPn}YM^znZN_*ykmPkLej+RJYw2qd@r)V85kv?c0Es@@69W9Yw zXdNw)o@gB{ksfFrEs^eM9W9Yh&^lTo-OxH(B3;osS|VN0I$9!~(K=cpozOa3A|25> zS|T0LI$9#_(K=cp?a;d25fdme4&sG;>%EEm&No2jqGdK(W_IRU9}S6J4s)i4OPmH6 zt)D{9-2FDDi{^>aY62FpUYI{3g0B%hBHE(+{gep4L&Vf=O=KkO80Hi{)Gg8V`&PTH z6;p4=ks+M}4S%fS&q=Wcp(5)0U2F&3?drF-tMU61i}3zJbT35_L2qJVG=id#0FhV_ z-9t8fAYJtJPB9TJCfm~YPaUL~%C!ki(N^qWNdA8XHybbbd1X40bjA14n<(y?gKg@FMzS$jfA*OmFCGrAG`w2{cCqM znr;BYx;tPZKAdHo0{GU~XyOJgTENBnIollN-3Lv!<7ULTW4|u^lvVCYf%$i0FcJS% z2(18{Ih=aC$d;UJH8y^ew@TyV;$tP9d?UWx9Q-B}nRMkAW-klcKb78ah6ezXzv}|= z`X@qZ;xsAB)X{}4#$4f$`-(Llui!o7CY9T@9!A04?n2!Z*7ZYUaX+3s z@4eIDlEz=Vor3o}eaAermc+20Ll&m>AYz7fR(YjZesmw#Fus1w5LjcWP2G1$tRF26 zeMVl4{kgB^em`fX^H;NWY%EJi9p{I4Gjxozh^dW!Faf9HRU__O?9k~uUdQVgE4O9g zfHcsXq4S>#iIr=q4?RzLUPn?xdoGmpa->kC#~RrksV>y|Jbc+2IUL!vpGRXMdg2&4 zwDIqQ4RO{S)LQpaOSj#qf`1S2F zk8VoCLi&_0-OcdAq;ijLawGOH0O`K6J(X(`ICMd;MhVcE+`Hi=(Fn5&1J>^lV6CCM zflY0YOKpsDP_7sy6sWr`=#xV>0~RFejYe*Lu}r) zc}0WZgOscMW&f^_Q~EsJw->*{4};ZQNNuDI;HFGW)o}CR~(KXuPug;rW{a9M>ZcvnOO((a% zUu|WTS9Lr25&EtFmbg@HFU$QHTdgD>*3XoM1CbKKI?y`q`^jWZYP!(6s4|f}r~dno z#N%~Na-xWu7o2~5>pwrG{rUBww0D}X<6AMqvT~@ycAd5%gx^?8wuC06()Na$pO7$) z$*g2ee$lsX^?AG^n{@uvrecX6EA_He$FWj<$XdrW9di;QM5z#NcoTuU8JBLVUT^GV z*O}BV+k01?k{taep0%$Mru~;st4hLDvpc)z(*KE9Ha8B7mP5Zz7D{8dkCBr;@rc50 zuImXYhn-h1_Cdr3n*plW>B7D3cx*hTV~3SI&Y(6dHv{ZA@>b&AW++d%IV(L!KU=L% zZhqDkG0l`iY45&Bnr6PYT7@hN@K#>a+7uE^55R~Pt-YzDTOl`}RGTuJiOB2V4?S^Co-`mk0We;sF>;qdtL&qNZd*Ew+E z4=qMZkXvH*QC*M|3ayNlZ#q9G9x~8pUDp|VR{ch?q`Qa<(ksPePT4EKizj2Ec{M2W zlFpM%PXXgA($L2-?UQu_5BHr;H;a1PAYwpQTRoFL$>(d&e?HK5e;G&nT=nIZ8&L zL(FLUqBM8!W)u)AsxT#Cb@Jf@K6 z=3dFV-aFJBmq9PNe)Ea*T*g*^vs-=$ZjZbHu*kcm&FP^8^SphBQioGaN%-@9mgrIn zIw@^VG1oz`NxQJ13hE1<7+A82xt7S;0<*U6j$BT99Fj@gzY({=jvwbKO$034Xrz$F zn37sWvDlaqJix|X2M5AX`j@HP5wMEe`v~h?0!Hw6UWos(pKH2l5!_urlE%O$68aO?HI2L}w=nNhIk^qhd42f_pvkZ?#fTslgL}q+VrP{811J-cdpKSu_Y_5zhl+y1dm#W@6vYmBst)iB zxX`s@QtSkb!E2*`8d2|b{QKfFz^%^cwPdVOEi57lO@vl#ZesAe28aOc0}|C`0Wj?j zD0c~vZI|-f$Rr&{$Y;jX9@e{PmL-k%P?aC3$m#*C3YMJt0xLNr7|GwnmqbmykMXfQ zhOAO&0`s>baBm1KapQiO;yT6;oF6yBX{yTe&JvIpH~%776w^WyQk*s0K{81T5TCw6 zhZJz~9mh>*fmhC%!1*m96AFIThZ>pz?jIOaFCLDd{mpsw6_UQX%jZvH!b=$AH3dHZzh~Su^@8#| zM*{@o{YCb=+bEcMX8n1{TS@=Nr29JuO}b_OiFCaSpEKlw6iU#Uq)D!gu6+#2f2a#< zD7VlCZ%B$x%zbpBelff%(Z=ae{l?%g~b9exco=?p5$gLs{!iC_!4+UO^Snu993Fm=M{<9?n2J4IpeCm_ww zwFV+A#zuhW&LE*o{5u9PrQ6RFO{b}V%30nqZyA@p!qvYcF1d0mJ+0(H*l{Q;h6L)bqup!`2GkfDpp>yw)> z)W3?IlCUXwmQ1c*kj-KU!Uw$S$UM|L{omv!n(iTp`qK-H+UPtlR8~CmK~_p=|2$Y6 z@oTw|h-S%uLU82vjv4~LrR;$_)>9oHV- zsHD$~+Bib9`?#u7AL~jrcOCsh^rNYu9&Nzx9y-^u+~{0$qjT+1h{|- zc+OB3cG2{)#&pd*#ttebfSQ{&Mw0&N z0sN?}!4!7!E^c65E2X=6JGV5qdkZE`Y08Nb6fkk2*gRV^Do?VpUnUC3XL?B+MNIVR zV!f&=ma6zd&`E^?F1ov7&cmMH=9;9Z+qUxjd>5Flrh5$FXuMW6|};TMiYtS}1n9 zL>-4?G4`Vs%oQ(s0|_}{=g+sfFx%g=6?PZliV;i5+L61RH+~`7K2LgLWN~KQDHLE= z-o9u(vbN9=6YihY{h3kMLjQ$1Z$#{^ZMeB;_z*)wm(=)%`L@(L^Kl!LeoEoEZH;`2 zZi>L+=O{IQxhs?`3G-Zx@s#$eVb5v@&+-#9h?{hEX*Gkkjy6dN4;QW$BoXrs!3Wy; zqm56mW?{;8&ka^s4Ii!DhKynO0klNf27Ohk>u_c09@X}BV=`UEM;9S<5C~)$w8si>c(?nwxT+z@B zy~z~;fAYcYQ>lkY7P->33PW;mT*`OL zai1o!r{Y|eKMxAjwKDqnh*ygE!oUR6J>2LjW_HEXVUD-nQ9X+YcJdJF^9jW#PdsX9 zWY#Q%1)K-s~mKo<;FKb&n_V)@eY_Q#k$X$M8 zOfG-RModUkD*59#&a45?pY(@!;}#sw_p$R|^5}iiAS*4W%+oH>D9mBj(ItTKXzLOv zb4Q3q-p;M{7tt-mC2V}gs4fRQHob}nYVHW%_i#i9Pw!dF}n z0)I&T?c6H+PaYaN?3K44O>%8-yfPBphHuFIE;R~u8|JP0_GBx}pLp%A76BbpH#URe zjlNEdBb~HV?Z?kx6EF$GV()3j<1lgXsu zCjImrpe(nU4PRBuP4m!&ONL0}d&H}~tA;y{hnZL<3T!Jv7m!rDH!L|e2xbcUe5=PS zO|H@-^{Kz)^f?pPP;Y|oYT^^~Bq>o1pkQ3MOy+8VKxHp?wYsD_cEv=jmRY8A27zHQeR0Q4MhWbxOz_g+s~i$+N{iiKx;sOo37;X;TTE?4qJF zsgLFuW@RL;>>`G!ZwIz@k7p3An+cid^1B%#$CgaxA(ueM#EwBJO*36P2v`d2(j<2_ zmUAMdsXb{2(J=vstEd|)>!43l`wR|PDFg?s@PGqW09bUv0V}%TfE8VEu*yGx0Qx`i z6A|?LByx?c$K@!WZYtB(dv-@>{$d`+(kuS|r$lpw|&Kk$dySnnSrkh5IxHpn) zMARbmAR{|QYDCKjX*1#A-B@zO(ckcO3(woHr6p|sHXnbv?4vuO;*kUuLC7)R*Qu(a z!J#x&sSH=z1<2nzN8yo~vMgV3mF~+C+*j?B7T6zDF7pX6vjfZJ4P9QQJ_xYv(SEYe ze7iEk2rr&@oyy{y8dPecKD%y_^}0ycy~>s|Y{B#IkzE>fPWc}rRVWr#JMAvmXuQpW zYIqXP>Ob_yUqyCu<$S=zw-unl7UPV;NW+9)9YRJx)Ck{pa^=|x%_rRvD(AXQk+izT zfMK<+oH=}?9~HCpT3MH6g{~sr4O;dwn%CXCex?t@x=lKwWVe#)3r@dp)s5a(9t8>* ze4P#m-`t53-`pEX;ywf;XQqm(1?Mc|Oi{Ft59?=G-I!ZsRB3ex2WcRLsx&S8=I>L- zo%Tq1zT#Zw*@ho52og_JL|L1q%=+{HzN=Jh2c?l3@+lH_%~IQ^m3g@=dL+5~ZlKQj z;PW-NNqnNF0j%CzrC5})R5}>ZP&m(3<$UF2p(9|}k+%=bGoe0hymDN0fxy-;G~!(m zCMA~qCPKXH4vgLGYHbO*)T`KZC)GH&x3SH_&JDsbE7tV+QqGPvJ#LoWG^KJmA9a{U zS4v4XTp_r~MtjV6M)g0AwrDp2uaq3JEZM74jgQ2SZ)76i@1735)Hb zrt&D5^9CQ=|2!fs_kK>$on!^@DIJ7bKmOk#g+UGSd})8nTbhW}P`>`2gF)qP9MzAf zElpW*RC>cN0g-xkdfodT`XeD!6LIll_z;*3UL*q&ol8%7X?ivfY3_dLyYDygjfhvc zystXByO;4dqMEkbn#9PQ!44_pmEr!f0BPZJ_|d-luVYJX(Z`lDY}gb&EucPC>=(x< zi~Ja*1IV&gEh@2%si>b`zaK}u3$(*n}nsg$$=0@B^xNQ%;3ib#iqbfYv#cQ?`@ zAPv&#oqO{<@BKaR`Mu}7_niCB{oFss*lWzW=3H}*IrsXmwf6``RV9J+f^Y6M{Q8G@^F1TDL~1g->t(o87D zE#CCXW`tV6b2S;Au1x?yZCUu6{7`mSLYjftydVh(k_C6l3Q|CLwXc5Av-#2T2<4bH z9j^Cpx-xq3g+N={5!vtUe-A@Bb9etM3?-`gdVNc{kkD#*(1{0yQTXwt$dl9)iuV-= zV@sbQ><2?(Hr5x`h`B8yh1Ldx4on71UwMXpn4Gdk6E@UH7#(DKKaqJE#flG5lesfn z-j~C@AJOY3*%gy0~SSHBc=V3))qG z6%q$Nx^db@e8FZT%Qon-7OP{|D7qPFyV*fxNvO%=!lI zwoW}P$-CLgTJfB~6$+!sMDND58ww*5)0qrn$hKRg-n$^$3>)j(_>D`*69J= z7;3-C;A%5rZ|D6LY{-E>)}lC$)X23GxsQe0`fxUVNUChaoND@4Dz?q>;Pr|{_n79( ztre>j_-*G^mEkAz`~WgL^V41G96{PoLx83wiJ+<#Pa_vM&Tn!vAUj~kxfMs73j8un zHCuO9o8T4KOzar{7kR4&iN7(-UF>iN!@1Oj4(I=wKn$Bg?kcPUEj|7(1g`(72-fFD zAoMb8u(RIWHQBzq=ACeKSECO*`RcCbPPpF*9oicMSPdFXxP%G7ki8hBGG&5MA^7|U z?Vgeo3Bc{XBs`U20}3dU2A9VT5*kH&n##Tttv9_HUFJsm!R5%?~H5mW(R0Ug5p zhHb&@?x&>m-y8Slg3&0c&rv8%rlDl_MC6Fx8I$R!uRnwJ@L%$O87&yWpd5w!PWwn?y)#x7t&KZb;rbb(RrTL8=4| zv9yP9F~e#Qtu}-;3c}eZ*+Jl#2Pwm?3Cxo0X>{M+9+xap+GHLEF#JXNeupOcMu!sl zVuv7D+aW?eyraYscc&E5^x(^pSj_-iE1k60kggXCj8U=PL+$0it7)TR8~&AY+?l_a zI#8D~ka7Kx1D@-0qzAIN$Zvx)$p8!bXb^gp%A&@$^acVsWhIzH&1QJ5C;oSpxpZCI9J1)j8Q z)s4pXqR*wpBGdeJ-%&CMz~;{o6(^hkJ;-6=HR8jV&O3dA>EA6Zea8nls&ZA zjK5(%Ui8r`NX^Yr=f+;m8AJ>Z;b*?7Za4H8yiGO!a$RtfqZDIC*%{haM$bSN_ua`+ zpXKzCB+gEWB+LwRr_mdTB3+?{ns8rrHq3c(;xmBaindjVq$+j>wJLvo9XRyrPs| z5KNAwinV~;3Nl^$pp@8V2Rvtprphw%-8PD5bI=7w@R$O9*FI$>wuu4HX<;?-R-g2l z{UlVDvWX#tq_4gr_$z4!7gn`9VL2<0z9S{v7D8G;!Psclpyy!6C!97i3SyzrfWx{D}3rQig9jGbunm!?$hkqy8de{k#cD1NDA^{%4%JZ^^d)1QWXF+sab$ zuKrvJJ8rwBL)5x^Tl$|jE9Op`gmGU9K$>k8VkXBNs=wYcR-@#VDtP*olQsp4zS}-b zGr6uOQ>!sU*=6Vn9}K5L>=b*~_jLd4=V+dL`CD>bs*Bf3<$2_OVygN<35t{PkEzE` zO!ZmL##}6!dzGWmDf#UgU)3PfbA>E@$QR96VN;d}ujZoE5~RV-Xa+*wLEozg#g+K% z9q~y0xDdsk@idfXi8C(+L%)JtTe1@9hd9_-`6ajtGc4E~q^y}e$pYBRnCUekihBeE z*jp7VVb}!E39uP&KX0{Av%bg*Q9L35X5h!5vf$Q+*EhV-i?X#*^hSc)eT*$bM0HG4{_szlxfFmOk`d{eJgxglt;TzHzYv1>Vz zcGSR9JmZ-rE0vbp7jo3_sCedeTJ?Q1&%rT2l(cH?0wb}ecQmxQdsbl&?WFD0LwgeI zlilja1K(B90Yjg{|x!P2zIC{#+;S*E`x4*5@5&DhpL*@|_ zb4*M1afT~ckxUR$0j$p{eS$}dd#7@yF-Svc$83?MWI8qa3fPe0PN5vaky}UDs4W3Ji|A zq9A)R8W|i~PhpqABz&N#`n~0uD*J(gs{X5*Tt@y#WF-go5iJ!&jUMI#_#zWE{~(bj z0<1WcuQi&1Q#+#uTi@rYXwB`EpZkQ)s^Fjt8`MM-2?pU5kK{?TnV8};bB7^T(LXq! zD+&$d9YBce?B;4OWZ-Q`N-}C=|5hJ>d3(9{!S(iha3r-!we;or(=E6lo-H^$di;}n zsCeOT?jiQ>J#vgV@W3J#-coWdJKtZx?n3D-vAox}53NX#2)ox;DkdT<(*FjT~E zSK1Ml$DYSU8Ff;K`5{Pae%&P_;6#w%&> zvZULG_uE#b+aKb{gb|)5PjvnASlPgSEQx;g?$lZ~fs$AOMvR0Cag6v1pBV8JJ~HAc zd|-Si&0XCPMj2FWBe1GgF_G`+F{lcH$Q1Ic-3sA$^)4pytNs25t(1R=0}kXl?)@fr ze}p%)$&((mlnS)Jl|a|_cj;;|BaR17>EHf#Yr`k)nFT@Clli57yMknCyJ1~2AVzw0 z!_7BRpAbXqoxK|1p-u<_#&CQr2AHi4T<|cuph?W2Zt5USS}^~U^+#)}FhqtH+##~# zu?b0-v_jQ#`~Vb)>1NTROaSyIFoT3>wpE@HApf6B+6G_8$SAThDa$){*a1M@`;}fx z*WcSme%CPZkFv>nsQylgUl|!?D_nFW??jZod=W{WCMiK0cdNZpCTRX=kmFT**hJwpe)RBf7mtw9$S2oGUzFewO6eNFNrkc2;;SfntK@G zB|gVo65MSB&-Z4R@@|3}R<#TG;1ts|%AoI(=x)>vcxdl@|4%@;zU}`l5T-Kvm0K+C zDS`ejoRAw&co(kI=^7vYq`1rTU)UWd&wCPQ0H~#Wbr;E!<;F&%M(CvL%z&1S$aQ(pLh;@U|5qJHp{|b zh{fS2i2!&YWVHSXB`m?-k^K=&+{BEX(ak0+(a*`_;ErRCh|L}!LbyUhDW!ZvlJ-rT z(uiM2B8KlZW$PnRN9>F_Hde}U(+&s~>qk~fm1_~~HXisf$$+G$8l!;BCIHeW=CepT zIw!c;dx%?fnJvixD}TQ)!KmThrlXj{99IynAwP#+oA0asy+dxqfZt8{fhZ^5Eby%u zqJTYuG8R!5RHco^+7Jg^#qbaZ0>Bi1Pf=2iUjrXANpE0yKA{f`&j+U%DaVh1Ejr@6 z#+wW%$_lA?4j#D%TMc&nAf%_-M@g+H@kUTKSr3&9c`$0MKf8mA?m^B&JRUoy**+VrW9 zoN4!;jU<~SZpHWa1| zDgnZeZ()8d7Ao%UJLwr56&UZPC^ zSCa&ti|vRdiUp<|_;%M&ByY#iAQ5~FZ%;0aY|+Te^xs`@ZTbL($y^vR%j`@Pb?5BR zV>&u^JJ~<8sJ|DypDvxYOx@TM660*U@4#{F7^#D<%eSP1?mbVq4&ALJZD5MJ^Mtg8 zsq>N0sd?3LM1UKr0$sCp$T|xX8breB*2k(}&%iKK^dhf7j?Dgs`rTLvGSp z4KJg!csJQT@5qiXsE2bXlapT1c@Ft-INDB7ZVu5AP500@xZpPiW`UotcfpgltwO3T zmVzOE{-KkZjLk31lpqE)Ux~S|FB;v;BoaCX7#qyuk(AGN+t>wOC%=G~o6GrVZ~)g9 z*}uf`$s$sUhM1P=t3iembD8Ax<_$A>=5Lm?7Ti*4kM-osmnX*YNP;rvX`BzH+=9Oy zb-6|DT^HBswJs`Qu@@;}rHhv5AuFb9jNhkMbR`G^Q@Gr0h0R;{PDyA`CEYk1!sg9- zH}AkZWwAr&JpqKTD>b#94;Gu+z0dyb_78^ zm+P*E3C#A;!>yc-s%AfVPo=jqb^G1=(AzCiBGbT3Lkrc!{-}X&eJUYse8g-h9A!{b zlOxY-GW^XYbq&|zEsw%;KGQi4F6P~+=i%emRLra36VFqK`Eem;xJkXopd_8{*q5)Y zmZQNP-)B3;_MP;4qzJVMIV$?jJ&2_V)rrjs&56|srHO?=xZ@__Y5B`=_BeK^akw?H z|1a50VhMem39lx6(NjiBh2AH|6kaS83cnf26dZ7)=&D0Iac2=$pW7N82JmLMb0!jfsDDDVPJTHMXi9STg<90rUG$g+W{I572o0ZhGP+d*LR8j#|P zFS=i_h4o|N#wa8@5!iZjg5&qbZazqjZbz|FR7tr%y?8#_Z9hG)P}Kd@^{x zj?LU7*v|RUBgB;YNYORYgp87?M-bS7+kp@<^ACGu>M{}{zL0E;d0HemlWkQN4h+{2 zk@oO{Br7m*z9FR}X5Xc&deMrI2ESSM;7cwpFjsqG$VefSTK4^EwlO?`v_ezSl1vlx zn1J_%c1KpO{+=}d2)C7+BJeL$w_Z^0i8T(*%)W}F*Q(pMALJkMKeDE;FaPx@p~T7Y zn{zA^8H?^3c;jYN*Q-1Zx0dX$9Dqc|mHb|kslJwgKc}p6XPTnDfx*RgZkVjmE z_w!rxf^RM~lgeq(K^QjQEOWt2W^~mGqPJQ(LBzqR1+BT|JL>0baW|-cIx6&+LCn=J zVc`Eo{pEa(GbTY*NIt3pOez>JJb2E04LRodSh|#Aw9A%WE%W`ocvhURf?TxKV1`nE zv$7IAo;#zJ5Bz5dY{jLRMRWe$Q=zu#Yg!Sj?!5b`4O5wd{%4sF-Cy)E4;e%xA@OGG zt@0#Q-jiZHB4(?|Lt6ThL(gO8HGcmMi|dV!VN1xE zhne@79`C*g4M0gND|xF1yO+^R7w*P3G;KEmk*<*%Jl-#YtaaF3iRdCItq#WUl>DW0 zLWrkx0mZkDH{V*zy^Ao=r?jHbqU3y7>^WO&f&0PN=|Q(>ErLn9prrpsOh&m2x*J8e zt{{>V!F%7i4r7Y5CAeB9F(4`;W~1e;20E%a$C>|wbE!7I25Ewu!ac}u?}MG=1j`Xnhj&6+QX&6v(i$p}KU zF;axZAShx#bPsd)Q8rHVm*@7$cf4rE|A92S7w2w*SlcsfO3IE&RPG2h{H{4~w7ZxO z?y__ys&zc<3E2%#rpg3) zuw_4}R%qeJ!eJJCQFg%I(z+Ug_$(QlT<)1H*L^#TZ5)i0de#9S`>AXqhvI?&IJOcW zxKmWZlvPwhvNyV`E9LekNGa>UHd^?ok8_Fhy@WrVAPz>_0WDR@^C>&5Q)O?bAnSI> zX5FK%s4ay-hsYXAFP>HoBL!6+_!lRiQoXsN2+iNHB3oZ=3ztXKGy zF(KdRm&gH4-r1_9^c{k}Gj-aM<1AimsZ^eh z`W0uB*I-;LKyr91Qo(K7?z;wZ4$mI2W#uqb>cl6+c}-K$l^#6lDVmwn(`KwqI~@3M^J_V zWsL=Z6+>Anltn_9!3NlY->=T+WkcS31zf%7z9enko6DMMAgz()5z=mcRFIF_Jdg)i zBa{_GneGOx9q{lzOUVgFt6Af=#aoIRQ-NCwf-)~Ca~->OTC#&OGblr92kf+MWf@+M z;67eS0Xl6g$AyD_p;z#8WdgaG0@mqASDS<-Ct0eRfuETO*%|QJb&;ZP?S4cV4YpB2 zu2K8EaN%)+79$UcxY|bd628gwiL`P;KTD_Da5A^bWWHH@1U=bIqD^&q9wR)Qy=lG> z9P~cGZ~;q57$@jRVE6Y6!Y_XBsL^K>0P}Q{?2MMeGR9g}c&4fMplx9`dSq0iO=FA@ z3c?hZAM^HtDM0IetJLVUPcEIJ*IJ@!KUD?OmS{;8>~JILsvdO4%(SmOuoXKr;qBj1@ID9MvD33v?sRr&-AOH(U zQF4S(FJqP_s}6FMxcT-|?_DilfL0_YZYKW;j+2l7$PiX39!JUjcL5pK^#l73@qUzS z)j#04h=v-y{+=2R?E#)lusi@^c92@+fim3YX28ij!y{a1JQq{&Hf)+WC_s>v?S6dR zcas3xTw$I@$?6w-DA1@!(S*hAX=hq&es2<39skK-IL&wDW>D7)UbIz9+yNqoXJr@a zcub74l|VSAc-6VJ>U#aD=2uEy>v;?|UED^szdH3aT=AqqH3^$!vyVChak0c?!Q5}N#m61?W@8l6~`}75Qc1f1?Cn|s{RGZv2P&4p@B_) z-=%&-Qk08s5RdVD&KxbqIS)b^UJVFvhY`6mzVLxpki-BWOb?Ix_V-oF+Sv=jb;}+_ zdf2tRG50I!hn5=Y5z6?7WMu0yq+xyMN<)fCS#b2pcvP=a51ZWiQ( z#2#HtHryDygv5qMEAKNhFvJlj;CK)Mjh5&PYotWwi=RhM4KUzP+>PpGmM)drz~_Kv zVuA==5UebO_?laCd?}hC6X_I6+3Y-Je^k+?P)=zwkuqs0?~l|~r-t*w5z)u{pnsAT zMe0@N7Hws(4p_!Ss15HD-CN=KQ16cZlT47pO|n~b556GX8BR4N7cI|k6q14Zf9lH97fN)v)lCe(N}P{^4R(fOTpbKnBnaArWw#=9uoy&Juw_pF>W3Vh zN17*|(Hdp-D6Jgt}OchC9=%)m?^)wlj2~^xo_IULiTZJH@gCH~g3Hks2LXIUj`DS`o@Jlwo^p;u)hZoy3DmlIH_}J2k>*l~ zXMjbBLO+2nLNsh%PdH(V@bAwCH`^m;lRR)Q{f|Z&(3N}g_a(%D7XDM;cWc5IdSH@G zKd%_58R|^JZpG3{X>rn-`_zVS@d>6fn_QRDR->!K>u>*QtgtQchzPm`z>PqmVOjKS zrDbdjbeumtw`d4R)AZgEv{>q7fz7%jfJY(@&+oBTo|HU{If6K%uVBS z`pFo|(fNUvXA74?o#;))-Z_T&IrweA@9DN#B?JX^6wg1wczU{#)%MM#S7d$aQxg-s zh9yq3oN{AMG;OL#^DGaI`^YBU&rPO#a2<6dN)Hu_^ef1f)839;O&_o9PlRP}R2wpL zwu)Ba#&iU8ULPqtBfE`&cQjaxH?aeHX0T!6HakCDuOSe|EBvR3ehJC4+`99 zy1ED5F>}YRRdhAL(R((>=D7v ze+*m%9^U`)%B~BZ73z(E+cz30Y$9i36W~g%vlWv6GUYYikcKq4t&T}PD_6t%A<^O8 zCIvYrCGhAL2OizQAO{*2$bm-ITMP;)aB)A0nzcp(=P+1^R}j^WZ;!9{%zE7~85(XK zICk5ingH+YZkd`Rp1vzTPg3fVH~m=3^i=cg_i643@-f=(e3NEBAgy1PUg+J|fKiT@ zKTZY&cOkYkzl+qTntgpi>Xb5`Rp$fi^5f%`FeIYQj-!n2S#we8LxbnR9s_&C^1OX^ zgof5XY$xBJc+~0jM~g}V<&itBj8jGBR;hS zsJ#G5xFf$@@jF}4H@pdS7CAHgS%)R%)i;4s*mqf2ktuay!lM;l6g&9_E6BQWPMyUb zf~zK!{G(Jnpi+O^P7gBqcso;-E${X=S}kK21axZj_*Ih>9=hW;PH4r4@y@|wLb0yX zuD#)PUNhs3DV&tIrq2iuzJYV(e0H}7O=4G|&sN!kqTz7)$4tjYxWJz|*+}hI2kkep z;L7BP!M>`{qG3b%p6o7vLATonvBP{ke<;aAM(}+?-$MsSIr8y-bBigze z&T8rnzY19y>k76}vy`QD47eAVbsB7>O&&`xQ0p|TOG$)L*{9>P`8}q5W0~S6J)?K{ zMk5~ht@UXcrn(1G9MD`V3-VgL{Ho38AtgR-v{^qJlP%J+Aym0u`J6P4? zN+D3yBF0W*vFSQTA7}?SZO>BALMiM@WiDf955seZ;t*%{jUbb{hKHo9grgrTpj+yS5Y^kaj&=FZe`i-l-Ps&uaU;)wQ z(}M8L5l<>uG&)(NL$vPi0=K^bONf>~iIvjy%okOQNIQBlYXnw6lPca%&I46JBx%Y2 zAgL-!UMg)!a&&Rn05CB(16FQa6%*Q&2PM~Zu{BaQg5!^=P6@X@jer=dYJ|E{I}X=x z#3Qu}v&(g;>}uVrgG(-%1{YM|p1SE$;+Ah4g~f4b<xXI<8hWfmZtC3V9v~)ohjvYW0^ldv!}# z#};Y757~ZpqJ7Mg?zTW@@63?y{va(>Ll_KVdkGIH@H<9!M@8$*dCRhXG3O3nk>CsH zkRT0HHzY$hgsitHHlQ9+Fn(wiB*bP*i(Ba^G_$J6Mb5lUN6vALE?2Mg6eXqNqwo*Y zB~GF{ zf*Qk8fZ6#*vREdIGEldA{^1HCHUj}})wI>O$dzM!+bn*NXqf(`<_K>XfhQ>HAhXSK zSCX2g*Yg_TMSWnYWMRNIoN13&aZHz2bJ!lWZ_ep-rX|sB9^R=0W8u;S*f?F8j^nSL zu@8TZ@LM_V3x<@r>3wpWKKf=s8i@Bbv!U%}UaGy)XEy6>4%CZ&n($VmVZt?vNF~k| z4Js*$f@qhw#1AF-FAA6*XcwtLvYuxd1sqr9(f=BP5^*e!g5DH1?`t>v5HEX7<1e8o z^|kc^5{;!(IUFGmYv}3AGU~6yNvVuXdh2@bGiCCWZy>dxN3qm-h-vfLe1YG79 zD4jywqv(zV*y3{#svv$(`BvE<)|`ASES~b~IoYPAJ@CdoNS`cKCJhzdo`v#DrHm?0 z8s2~F7RE1yU`H?Y$d?40ieCW4lBJVg8(#XEM@pPR8Y}J}ljUUbwuBBmkb_6`e^4GV zG016vE^$cFE{dn>?@M2RbYDpYqfYE#y0GoR7@j(xQUI0dLur6TustSINjhPH|{ukBx=}T=xfuhN`u_x6IHbP-Hb+g+wbH6Z%_856U+7a zn(mJo>V378i5aNqk)GD#9YG->HVa@;?~pjeg)nlt#?TST5>s_(rJdR9O$@UI#T{*e zhRatd<~HYXAzh=_iVMjaBu~^DFx^h%&zr~?A{tAg9mgsvd(bVP0OexRZ zVI43mf2kE12fFT!cx?p5T4q>{`LCtnf((GGAs!owzN(jf@DaBa_p+>+n|~44%SIo) z;Czn;H(`jY0U%Zk3b7SpY`h&%Z3_K4n1_C=3gCu z<1Jc5+NN8ilb*aTc2;#=*{`A!_Yrkn6=&5ch*WMwO|wOVW{vxgsBW>ShUYcz1Cb$k z(hH(2dI;hY$D{nE?TU%ZxyX|5Vu`$x6vx$}Gk1*YD71*{R-3EoFAz~YN0ys>Kj~VW z-+wR`n)$sKU8I@p*laqv;PfwK5P`Wo96&Fm`lS(pHu9`O;^Y5q_+>@argFdrVVwVi0P2SP z->9ovPV}Q-I>M%Mp7nDL)1o}{j*{8AB?z|5*`|Pt=J^SzM`Jn*OuN06%rxjTE&eGz z*EM%}8Q6Hap-}aK{lK?bvyGD&qD!FsEn|-= zgK0~8Yj`^fI7{R`G=NkAq&36rrleuU#$kAjXxoB(!XIRh3~Oj6UQZ!6 z`jtR`vy$(CYU*^yp`HJ$0H%b6kV&lBl?(SQAf~kLV_AolDn}AGqm+z&c$nX91fU`% zhQpsOj|{oosvGja2C3#;jgkmT2q{aoR#G$&naWIW4%$;lbc_s%X4t01`ckwSXh6v* zI0S4zGLxEZj+D*jq7Pn;^*0xV(>;6^$ zdv@Tf0>}jzqsk3KC_1qRzX5)cV8&now_q-0$8ipvf!BC=w$QuLkbOm&bPuF2*|XxP6C_70`qb|Y=MT{$cBmbq=UCFs%n9ZD>adt})xHC%y= zoXQfbcZ9gw^QvPd^i|->^H-89AV>E~NRG;Hs{*xZsp|;s9<`GvxtB#ZHY*xE+8yN| zr`n;^!i|IM)Y-Xw>9;Ia6Srf(iFJ-6 zOV{7FWwcR=4J`a0t3eB1sBIarBb$Z1zcT{g&+R-g3^*b@1er}(KlnZn{VT-E{7}TQ zEK+Vk)BPA|6f>;oV`?(W%><86ny~mP0L1@_uL9DW*wIr8E$^X~o}aeb4}z3qHAEEP zb$JxLE`On!dpCu!sC!Pds#V?H!tgOpF9GEK41^to$;h%5Dd4`rVe|cV+>iP&B7APk zV^kJ|H%q*F^Wb~$0TIJSppEntnT1@U)a9Db%a>C^VELgMjbhI#pA3V z4FelaFZNSw9Zch*@CU2P_X&_#!N01}Mm!4dWKkz?e3Z~x&Jfk!));Dce7lMXnAp=a z{5=Q%!KKM4Amf?oH_S&nt1U*h`O)#(s^9jc-yb0BsMWYw*G%3VU>B`v<&H5{)LN)+ z@yJJ;0oWDwXAiPpmY?OR#hduj+s&Jb2k*0s-LhXL(iul9X0+p0w zO$^@4B1Rj3;X?4%r>QE8`6f3Ey!xpU{cy1S<4o+vd}GktJ;|@;NOBw{ITvBv!TXB~ zjrS77ZCNNc$a0h0ezodiT2csas*kIcOEt?n%@8&}NvwvKFkm97+URK!A-z^x9R0B& z#9INmi>h-LL~YUYx9!lt%a%9f(!;+AFVAc6EGs|WYw4V+ry~j5FOlqXH@qQRjM{kC zSw%|{{@bItsJDJtBhD=zyMzed*iiUWRHv+a2-?XTqF$-h6Fxl7Plu-TMxAIzA*d5K zdpR66mW`2ch`A9yehN909II>G;UDp@l@;l)-RL4)Ft%**##V+P4C5E|k)2COC*Tbz z_SPZZDA{3ZbO7~*K<Sz-%4gUf)4c`QI;9-~Z#Ks3lLbL86UizN5d~Ft-yo99(T&@Y#<$W54Wi#*oJLRE!Xl>Y%P1-YJ;LGRpE5+dghadCG^}hC%s3M5l@P9; zst-hiAFFNmatO_T##7C@MT%rw18;9MDeRjI_Qp+Q7-37*Q;DAd5dT`cV2as!$ zXD2??!U-2RpK9{?p?JSW!2XkCr1J3Wai(7lR!1Jip11^}BRL4bK0{>`&|_tFx}HMH zbARJ!{*A%QCgmyY+(jaZ?z(>^2FjP4z~!64qNCr3!6Gyy<_``w-5-dAOmZF(|3xW< z*kmz&!F<5p{368HwZ$E<5ve7@+aO&1e;i~7nwL6`+Mp=1D!6)5dQHGX&~`mFta zD2nX(o~I*Jalj7z9a{tzbF~sjYn`d2KroH>StGk}$6RO4Emdq0{Th|HQWzXI4EoFUVFQ442`qd5&$_Mg-h`9`8;>?*U z-2!H3_3Xl{^HKvS4PGk`5KBMjoDXlyA7)G?PpXRdC!gv^D%f+IlNe#g`nBvUF>vcJ zLKy_GpGqpI7#?``P2A^=$k@QCIRlB!MKZ5NR+r1~FQ&vm7?Syl{UOF$%Hxe7rxMD4 zWkxE|JmMS$-5>Js7&D1t#U#12Ugd?Dsh~neB3@+tc1#ID1#i^73= z_NdIl7wqRZX;E9~f=*Fl6)*gJhMWZFZNk5IS< z@7$vtNAzFcK;fF23>pp%3fCYC>6{`oE2x_aL(X))J^0`K?~rK96fDbo+mG>-cUW$c z{qY6(B}Yfml&M)7*4Ad+_uNP4=5{#NSUnA$# zPmcds>Y^-nUd9Q{M%&-c1-(tB?ll9N5`kM@e9dLj z;M#xCJfQ<=f(qc;WTEk6%rCSK6rN=qEDo^kU@LzbyJ{ulkQ6As6E0u^aC3#$oWTU! zJK+Q-$lnP^Fo6Xou;kQWw)C)JkI2eO49Q?;tp5pR*jxOfB$0RNR(f}N@Qww>k_!{K z?}X2HHMOvs_`8}r;r(3=cmaeBxnhi-a_-*FE&gc;L$9U1;roP48;*{fruc-_=yYYSiy)?gWLqns2Zg>ARXcK?Ejv>!d1G?a*T)@Er@I zBA}c$mD^FhLO4sgAmZ7N6aQ#SWNsRm8YpBGhGPdE*^30tX>d1LHieEaAU040RH)(K zf(i}Ib5LPuy8OSW09{pd;N`Z|#C+5ZCf1x1DLvmvnsFqyqk@hH>|P_9!GT?4SpSi* z3$xx`SOa!pLs&&1tO65OL3mf853K+ido0Gp8!1&&W^)w=?l>=M)IS0Jwl-u6f{`vj z*1&qRI;qr+5lkQZRJ}u=2ZBhuSF5gG+h(HY<5v)`c zp^pf4SQB~a&_@Ipa!sm~87k|5@YwCG0c)p0^ak4cQ-6;OmsIJ7>o+(V+k&CPE@=|K zo+wZ{r-p~bI}Z^r<8UAK`p6FBVYA&TOEjDhQH#y~>~9YLBS+~xFGtBe4IaD%H$pR- zl_4v;Ci!9wsYO4Z1*)Brj+R$!e2ALBYfr5GX8n_&Yl^?cm+SSWfY(yLj`Fh<5^Dzc zA&kCIxavk*RVA>!9~7c`x8uKjA=Osi6Tq6rL3v{axs07=$Z&9ia3!juYl8acD zMeDmD84@_ms=zwVfpyFaf$olJ71-`jHpIKrf0Q~>T=iuA@JHl*Y-W$)L;>i7gcI~Z zf-Z;unM&8VeT|H53~ZPQDul4R+Tdpi7AKXOsRRW%NBm4-d3A&|k&7U|4F%0~Rtg^RWgZ>&?}Zo?kNpBg@wht1 z@ekQ0On#4Lb=48Xrc7 zC@Kx4;4u~?#)z$L^J7E6dpT-|4lrS1&4i~UP=Zr>i3&T;d>g1F`Y8sUcaND4ac5TZ zCFbFfqjAS?9jte>!Uv>tRNf)oy4oS zcU(SIsogyPqyGal*wriI20<2S7Gv_}HRhS`(Vst``*v8Z%{6;Wh2kgbZBk5|bk=K& z=1jT#n@Du%&KY!%J|I?jZ|gnteY^DoT@4Z0&qz~FT=}6TeXFKVRM)oqS66>Zt$U0x zN&OkO1B1LJ>eJ5G656SMNKWWL3YeT!9*{wK! zNM`&=!3QVMEe~;01m8mmT1sRk+-U#2*qAS_3Kg^<-ire6lOczXXdPUl3+?}gK>7E@ zs_#yP#HH5yjjB7F(^r@|o#FfHPO7Vw7ffXZkMFs!sqlP3E=?=2Lqqe_ZyNvL(ZE>v z&Qi5(-T-GUu*Qx6&0AG%)=aUbPndPYl$^3P+Xcl!xBGFL3z3LWo(N-M9ZAQ6n}7=m zxaBn#%yxtHpQ`gxAZuyqDI0pqbjMK+7SZ`bU5ptaF@=xGND4SQt&*Jf_&P3$d}zR> z_m5+|ykq}WxiaYyt(jTOiD$nuO(Gx1S8KyIG2i~=Vukkxf6_S$mQnv$)LOasifEP8 zl`bC=xr!Lm^js`|V2h(}B2kunJD(tWJ7m&1uJy-U(0Joiz^+0~CuLPo7j+Q*){fn? za3L#-r0C^%>_}#1ptW^Ls)qGOx?QD_&+zki>ZcKy62ZdTT|=YtxralvQ>Cj|MG;jb zECl@zS%`{5^veA5-juAgs`W}<85Yl!yexTSzAI+ei5xja+(gc2@;}=Vc%pH~^8*_wn692@j+1%z09XTZJ zsjiEYNdX-m=Y(pmubc}9hDpKpTjK7Xhokpy6!#%%U&Q6^A5(d6M4SIm%tmtJRLO5$ zC-)=n9+#mvv7*Lv;>1A}aGcLX9eTu;E5C2+K%&x5CEfT($7QQK4K1I_vxL*dWJq#6 znvOt8T1rRa(GF{7X)yEWbd}uFc{`QHGne&9R4X?}Dai>@o}rlSnzQR&C64!ud#rdW z_cx)G>pkaPv7!)`@9XsdP-tGpZzf;Gi&(+D>sPVpCpz$)AJ~97-s?1W#dSf$bREhH z+2edh_(wyZMBow)L4Z+8dI~0#0#WzN{^zY;8uV#(5AhUIQNnVc_^sr}H>~3+J@tbx zpco>`^aD0_ew=h6sJ)b#sF^9`s39+2zNP3r%c;q$n9@HgvgM4J1#3p@<(Sn;o3pX7#EYLKig=j&{Wn#$w3^Wu~e zt`A-JCibtkiM{ZSt__%Yr@pS%2B(-m={G1#=pj$Jkzf( z!n&+W)wY)GnEmmhIIjjN(C>+bB7L_zCTfkhHejlNS!AT(4nNanmhm7!Y)LcA~ELyo8UAq>Bw9T{H@V-TYr z2zPPgExANl(u*#0dJnxM8Y9F19=r&`J%>s>u_s;ugUhSGO2-fc40&2A zr>x=2EO}e1Ri^CxO7lyW5f+to`yPCcsmsBA%iv;5cdoWYtZ+~{UYWM!$&jG1)G=Q9 zxj8w1Rm7KEZ0=d~^8EPW=Vk@6z4V#`%B^#SC3848MHP35%QfA>(Yq_%f`o&pO;DV> z?Rs#jV4x6ni|fDq4Y}oN`g7jFD`y^c?M@Kn136i3mXjmZ6y6@71Jr2j+Vp{OK?y{7sXT|~L~<%L;5siN$v2eg^B z!`q&a+aWq(Zcr`!-@)j&x8HW<%k>5VY+r}nTF}}gD;KGA8P28}HG4JmpQn}8j>xzij% z$!FoVJ@X>!XfvZl{Fgg!#sxA~w5O5l?dy^Gm9MzU?R6dd`81hW2gl`hk~938NctBF z&hnbfgk@jPvhH=5+b+)}S<_9<2;^xO?|&P6(bbza;`?jZ{N`ML9HC{k9nFf>IYuD3?z4x>$ap%{%jF7Z;1FQfPCuRq%QDfiFBjxA{iMWj!Ywz#7k z<7B$^loLsRSW`Ov%s1UXG_e)CJJ7La{6wW7AIP|K%StbOT9;1xW82Tkr1bxy?k(f0 z+SAEoXXk@l<1T=K*wP=9=Q zmAl9y^fDv`aa;Nh?#Wn9?kkLS6X=_u5m9*F*y1=v7+SBJ0BF71ED1oq-s|+mh2^u{ zZD9C!hUAH+p`cO11|zEv<5hlY)#3k0C{3;6$lC@6W@lJlJ0QUlerH9`+6qdPr-o*H z_r9yo12u+&8UZ?(o0putU)iaFg2SugONY(e9*>l$UlO021x%nnqN93bI*Nxl zn85%{sF!dH6B&`nSxY@)pyFl)Hs*#$FhLL}Kvu|xyqv{C>ro~GP#aJDw~Dl)&}sZk z291@pq8PzCiQZUUKI-6zfQvaeCVA5w!Xj1 zn`@%wASyh{iH7jxL_)Z8!XaEap%BiTUYhc z5w_voj>~CWygrfUHe3-Lrv#n~BN9HCM2NE96n;P+%GTS@bWpM?*t+WF_jkB##wX(> zzO%{F+>B7u==e7rNci0=nUd2WRyYBkBP&AV`XldyP9^++M+Yxn$Jh(iL37HM#==r=byh(L6MiWh`2lXnDQ? z$S$?^uvCN{yB=Y;RYEj4sQc~izA(%N%u&+ty4P{&l3F4CiXRhgL+&)@+$>_aY0wu( zcP9|B?YBT2_x?Ga(eR6#CUR@~t+(=ndjD9`8&UVK6(a$ixex{$n2`)uz=*BN0!OS5Y{V|4 zgFOp<|GcR{n?;7~^ciL_kzn088e2Q#0Jdunn{MK$*fi*L_ zessT^O$tZ4gZb+$ToK2blX!zZ}C3#L?dVQYi%g^KVIN*+5hs&$=@_`4;fOww?R-IKE{+x!q6C zso{41a!mGDy?#SGd((pN%%8S(yM?u@w*x=wrO#etKMxRB=NBBp#vN$xm#5mr<##MY z`~JR~&0aP-((jot3>g5WpW z`EBs*!D+?PlWt9q6&)(y6`zK$ki;>I@Adr*Q6hGAKLbfcpxJz_NWWhExoSA96wb#R zPgRn3F?IRAU9|r_*-fWUmTgZXMNvI*rp;F%#Qyxye5fF}Kv$L}Nv|xtz!!6e&{B_n z-32Ho-(2qW%x^rh;>!DVnV>-@PYJB3y=CRl2DEj>X{~;mdA3*<%b^u((`d;|47OeW zc(LT*L_ScUPqRbW@ola$z5^MC_zO)f(KU}dUU81}0EjQ|n`9@5;iszMe6&=mhzI$> z5TNrCTeZNnZ<)rd#?z(P!C&!MI0HI_6D`DN1KE zJj;xn%@|lqD5@3Flu?=z4a#RTAf+W~+~%q_qZz8M`P_m)MM&i|f8}Oz8rPT2%e~xG zRINhwN5))rnf8iSHOA&}H(v@j-hzRfoK4^y=Z}&|^C|cFJ?B-uriPC9oAcKP=_PzA zee^XQLVT*W95GJ^QmPB1%Y*{8<2jAxA8UFd@~M_{8_TPf3b8cLK05}cey8@a)sG6f zRlAxM?Gmba>bU|8=DIeSklhk3^HHxFPIFyzZF9HaS<+*U$+$%G-`Lv56v5AGj>ySN zw2j@QrlZVzfTmG^!I`gnIwh03zIU(D&OC7|G5OnP_jk+?51vg%wn2S+*|cIGJ-jG;gM~XskYt4sFEk`5#3SY`z_7ip|fqf{ZUyVT9Km* zex0rujVzL9ng0CDH3vE^Pq6=XWTCSl?{lT6_N=Z3jHkP2#-erF{Ax|QTxw0lb`g>y&i%euVk#~XbRy0&LgU||hlF_J5+R>U z-8NZ-R{gvpjkm&6&dg#{^%Nq#4d*jfmIOa_CW-IA?7BHuX11Z7%wm=EYkwNL-{h-( zXvgDg6?s_p)@@&EfRX=KN#6H3vLq$)x&CL>kEG(OA4*M!ol+X5m;DiN?VKJc>JKHZ z`0QJ8H2bVLO`yv4h>43P*y{>XR3-aHS194_)@tgWAkmn~lIKy?fsRmr+tRC*37&%< zxa2}6`bkTQLVxCwE}q5?FE4wlWbUw8Z=jfShiRwHt^kDRItu5||HJ-h`4#aV*-?35~5Gf`^85RLA~l%qE^O-CCJ9kj&hQP;$*ukaCT2%E-^=F!ocEhV1y7=}X=`%Tj{(bu^~SP`94 z%?R_Kq+nuWbU0_*KCm(uZSa@Id-38i4=0a_&PKp}&9Jlf336*L&t2&K zSs!diR>T){hzJ4%(<`%-gz~H4Lwt_NsD87(KLBxa=QSx4X|B$XPDYycZH+3_q3Ulv32%ozAN%C{q&$iqXUvG*UOZK1|k9p z^&2ja^e?Xv?Z?Z_4wHVc!v0C74>|h$v&7(Y$NHtN-7&hJ4BmLN7(JDXCmxnpb7BJ3 zd-%W#JGUfi+IZKvbg^kVyHyRMMigV+#Uy;92D+Yt{k)Xq`clT@2{%KzjE)7aRlo%z zD)W_~UAR=D3N#ZvU8dy))wWZi}@Qgld_1Ss@7krJ+qXz_0WdbQExoI(6`? zM8Ik0?B5k7Z#tvs8ht^S2BG?o%pgnatl#Gb(awms4)y_p>~nj-8hdD9`;R)6!l22g zI8SLUO_y$e<=U%q7Yg)}#P71)}-^ zTwS|F$dv#JHmbk`wLNgQx<5PFCxdOXDxgb6pi5E&FvlHAK$lcO zm(;+f!xAu-Qjp7x02WJ%DkxYEHo4t%m4bqXpkVO5t}?L66m&_51?Hup7Ugq)m~r2v3vwNRf+^~M#qz@&2^t?LZA{^OXfd46KytiYlExVW z@ge3;>gofcsj31!2)Xxw70i<%s0b?pmQ4>0SR4(9Mq7ya$9&Zwa|Fn212O~Y@^f9S z3@_zElGOoT4p3k(2LURZROYdRN zU-8xk=AHvR{te7hAt5ZiPg_IVpB<|As7A6l8-j0+n!;NII_aaMwjp8SX-AYK984=|5*@>&5AJtCMk`xVKPA8&6i z-xJ|jho0VSl~rYGQpWV0MpE4qS<5xjT(7Iiw5Ip_d@UO6%A8tE%AAyc5JvcHVgo8Q z48S1a^I;>MkN7@FPHWgOt33W9a%QfEXzT*czrB#Jge_93tvAUltv!R|Vq zo&@^oiSuj2xN5B99FO*--v*2hL=(m)z;jD$=`_+ zSRAoirD(W|RAtaji*a}&#@uAQ%(Ull>2lT47Fm%jlXxpH#8?TuUF2B?Z$o1;uUsbk zChdre8vb?=mUL~8>OW>L=AC>TbZkK(wr@DbRLMU>Ib(-hx``im)WumKXIp6t*g7Cb@tsFI_S9dXf6 z<V6yLFV8%jSrGWd=`sXdPJ;f+8%8jx z)hiAM3!q%AaI~Qa0f)1|-Yk3tm<4zq1LvHr0Oy>^#@@eKqyYz@@{p)FSa3m?Q$q5O zf;Lwem%p~ez+vtS;X7E+03Re2zvPDHyfc0r4HxYyfGRM(^2Mg5oFft(mxw@5QKAO| zU5FMe4s_I`E-Ii0-x*@-ogB7vAj3xc$r1QR0=x1!-Hq^2?X2hx)yG#c8Sn^sej_pe2)%etyVjrD+y+dVzy$&Z1(VK;Ae@cLS_fdj{r zXSzArD~lP(WckF*Gy9xr1N+q&`(%iz{ zHk^RBjoVJo0387$nHC4OShp1&?QiFq%d_?h`AEO1X)O8C*y7!4mtmEP@VfM%V~kiQ zceuWGrdT&_ZoG9fvrUEJO7E}Abe88iMM6;r3!S$Dj)aRY@-yQfym@G<(>s}PTbOia zT5o;(al?POJk2HkC0`N-RN`*@Zmq&kkDnOmyQc?uD!00CDU?^A;Bx*sRjHza-Zitc z8l$bU-u@`iww+i~53T-$W8FRzLb@(=&wI`zUsB1KXMj0>&b_hF)-R%fD8k*gUTbOVbMV-4k6KT43CvfvEin?`p^ zGEs+3DSnfRPa*-*#<$skh>4}8RN@sE&OgxXUNxN$cXuk?$fbY)K5zYc-pM&Xxs-?Q zusR`c=dMv(GZaUU=$Jq%>aaPblFQ0w0I)VD7J1kl%5Ad9P3uSemNWhG+jhjjFr~Eq zu<4!9l@aqX(gcz7^kh~LgUg-FmC<0@eC?r+P04qYK`p}QA{n9u6PlJ;dc3(FzEt3d z^MSqfh^fwmvQnD_$gWZPu%`MPy)!VS5VCved^SAVPg!S9A$3Np@ROPksMOOc^yW50 zYPly0vSoud<>s){xJ_SJjIN{SLK4=RYk#*sqtM=H6Czo0<M6QguMEwZHg9^rz zR|Li*492r<`F^IyM^fQQE88ZEDJe{Z=^ISsRVpYl$OB8kn?gV&F2gZ_8!zgMvPC9X zoOj0DZZzXu%?!iJxY1-yGBq`5c85E0HO&c=N~Vu_N01vLJQ2|(@b>$lU+0ZfRITCl zjI0e7?1l~Bf!W+EyjX~yXNv?NVl zD#&d3IZhf*Bk~BcjtVcZhVQR+d);OxLv!8zN%=47v|rOF+CWlNYE-LLYc_P=3=o>7 z{=VA$<=}!)J%z1}_WNiPQMbc?Sp~a=+?6TxY1E%5457D)2ShVZ`Z1DBj4)V>)~|1r zp9)q}L9JBPhIp>8v1C=t2659WD2xp)r^8)Gs6W8Bj=DSV z6kww3jLbBwK6DwUX%XheP(0707v&vtMN9Pi0@$#uLY~AM+`QGOY{#h@GUDdJEyun&i=rhtWRocDW zx8V_Z5;5{Pu65h^O45QOw9nVpQ^w=Q$hl|TA*NMbPW=X9<~kD#*Nsh|*;exv3ksNB zRV?Z7O6qEUe;sBa!y0LwM>%q8tHbLVx+Fzih1Z>@Sl;lFM{o=%E1+_Vajx5LNEd19 z(F_yb_`?vPtYD{;9x&TZ(SQoJTp?vZ2$O4Gw$9BSccIN%LL$rAkOuT6^}>b9j=AO_U)w=* zmg&>vQyo6%xvyM9rddNm$s>_bk>!!6-d|qE)nJImV8_^W{Rs*_iLS(Nph*OobpK#`kxIMKA`dYG}E9t`5GS5wZpJ1WGhL zaI#%F<6kKM)=A0RgzS3Mb6OYpb+B&-d}62SGqfCn|`KMT#*^yxD=T1A2*1=@Q!?4FgXzg)Wk%B-0>i{4j0HR4{{$4fZPlqH?b)!7Q+u9TLu?sbZ{G{jVZq! zP*W6n2e_HRbp`Wg5ENv}7Xk>SAfXH-RNYH3gA#ueV5@ZU!Me@8e1dggyj35?JR=IZd?D;6+Um0%M8 z-v}^O!=NgTAcOzldEez3T(EnqYLF2|zRyT07{+}@{tMwh2O`IP4jDkFvO%YO?vpzJdiys4mXS!% zhQnYL?A}Q<1TA$@0FGz|1AE+KHGuZ^K(2@J>w1XkJfgye8+5{ zANL4o=n6(2*oK*)2gg=6sQhmaK;_IJp%Nqjy$C7zY_KYWHI&+r47JO)rM zAC&tqY5OamfLsQs5XcU!H(rx$z@7%Cut(BLqSAkcT!{`m%qi4J&OixRWW@K84S+dH z0CPkK=IEuAC&0=Evg&Zb`nAyn)~^mA>q`7TSY^R5Hnjo7U$ToW)Mlu+NA!w=#G!^`hF-L3$>gofN#L5jS zF$a|tf=U|Az{hhssKg#5^n#&9a)Vhg2gSEQ@v?hycaUon@7GDtAHm$)YsfrM<35PUCT1xgfygd&hocrRgv4?utp zFDd|M6{JDHC{>So4)jl{R4y>mRr3{r@l~S42#ks;#t(o?|H2M)au(FQQVMFW1~pHE znp3Pnla(N$10)cV!6Z^_PGAUIGp-NV8374WAVI?xl&A;HrTlr$YD|8x*&g4qgfV?E zxb6Nv>yO;fFJ13DYxB8bU?s!|Y$XKj_3BcWk6Xab!L({EC1HK>-DVT(9+X;(TMOs2 z(6HnXW4sdlr+0e60S}(8YJFk;tCVzV<&@-Uy(lIB^3@zL>wh|Ihwh~_n&vb}LOu~vk^k@ansy_q`N=;dT%e%gI zjXTu#_-bSpjoI;3!G){2l-S=p_f z)uJYo=-!*18CW9(J;Hmlv46x+IC#Bri74AD*qohso)<03QZeYgs}NL@LE>Zq9UIPh zqdJNX;ZYeymmHaK_{;)SU*k&d&(P15{9#Ve*0IjCcBU|La&};pGkJ{}6gE7b%OSWG z;(5uU?2INlsk+lheltOkm1y4u4B1@>rUjK?WhW}=;(>LA7vxUqy zQbLlv8I>%1%-3U}$9*w&%xbKtFJ?+&n^~K?SU&;@V9*<~;?!_26`*k6O!8#BdQr!8 zr5(C+idyhM0wnRO`rEEZ8r-KIf} z_gF!{O}jzA`gtUczOIRf#1%dTLufa;|I?3Dwh)bO>arko9c9c4l~05<@k!*ZM;M$> zO{|bDsg<6D#m2`;^!Hb<3AEeCQf_SUuq4ytI&CpeO8nB1!E17!vZQfm`xwU46id&w z`aJEOJGJ~51p-Sr-;zsuVBIvVkV_~lH0m%?A#LEt20Eeki$lzB26|&~Vgh}DB|UAx zAk_y3Y32IE%X5RD%^4SNnj9CxJT@iV`(=6}23(d8P| z$YL!;mY1aT;zXqca%bgq`zQI=;E*czXB`j5yD;mg@IjyK5bJk?vt_$6P_6yjL#-Zu zLbmd+gKDAWNGhVqNy?$gNXnoA8wulq+*F^1=$EJV6>XHuGhsv>o$Ti7B}mq^}y& zNQpKjG5PWGr;aK$VZBNNg;xU1bCZtIulRo7SI~KZwM^;n6vNztX$Xy2dPdPckPVLz zd^Fx21FJs>?&K4ZKJAAEmYpk8bV;czkeYlhUC2t@;p^hHrNt8Q2}Mf&qmbqpaI>|# zQp}~2?VpDA5M$B@D)NYzl7%nS3NNi zuk@_RnbBc=Jjs@XX+?xa+Epv?F0~my)+`+HF^^;*&FBl|CKj(}9FKWZ*6zMs zj{g~}8n-w&XEeL8s5@uDbKd1#&HqyS+L75|x}%tJbWm-r(}uUg1~o5Q)?1?W**+!r zytv8RpN^SD7k6PFA4~9^S2FEWa&#^rVxWAYE_6o9yt3qcO)VHuNcE@b-B+YDJnXA4 zzHnZ5h3~T3nW%W`Z*jLbyTU6FE!bFIp1e48(do%%Ey33Mm0;BU+*eMN(>MItFW(-s z;I~rV?fl$b!ug+<(o+qy#upDphM#tZj&*j-d~-(V)5KB~pWA^1p;{@a<_rcgD{j2P zK$7#u1d2SxT3j|aG-rFI>9^04x!o!7vjszn$5-Su3{*^+TJetGv&C3hn%?>mgj_c;(mNVBK|!n0dp+@IcK?4jk*%E*PKK+^}awWrqNd4=EKh3n31l) zx0LBfNPwC`)TMA{*b7TB|^XpELMLLQ~FXO|iERh>`x0Feu>P{4n?tgL5u_b$-oc zK9{KC)83B@{BW_`WCL62a11O$96qQ??Qjfa34Gj_L970zI(qpkQDu*^PN|N@%QGb+ zNr^Te+3KONulY`#N?E?N4=usMz%D#+T>YnaszIN`R3$$>P(}FkMWv_iok~!h#^S{U zV8+J%j|Trkl3(!uA0hbm&0i2q$?<;&!F9PGRQ9rm1X=unL+szp{Z%}{<|PUtmJX44 zWb%CQ#`nd;1^Ixs8-%O>y_EQ(RjIQno4^#SZfDrCUn(3QYQVar35v%kvm$J((P zbFBRKH~g~Y1p73;nv9LH*FHQyxJ+Tn2*w}j77sV8*J+m)QOyB9RU~4tBp`XF`(i?u z9^pn&Co1y27zTr3n^_Z0SF(jl1q=?^V!imNxS=$6_8f#~Hn z4PIEEZzk<~wU;lgQ0NG#&muqFLvV9~^d(C1k=rGn^2Y5^5v5Xde7Isu*4f@g?P^JD z!<`CrFqJwa_-YuPS#@JL_Qi{hVZ})wjG2~rph~MW>1*p$epSiURBe1C!#tg&l41CM zV5B3LBMt(=r{|Im>D-$vQRo`bck*By)_jcx!`=;H=cHLwXEoP;A z`j87dCS%GSEk|*5(p0(GM#$KcH*Lc^TFnl#w={cmzH@6xX>Zv;8*H7Um&0aiw9u#h ze(1mKLES?4qa$F+;J!&zVHGg1nzvn_2rJ+kHMm+BE{HBT8Zmg&R+)CeQmkQ^zEb(o zD9ARrJwBYEp5*QoGocM|9_^wt6W0Pe@zIoUe!n`=-1FwEH`rk$aN08BT4q(DFEr3d z8iPr6imjfS(Cu@1Y>*jg^-p3?JkOKDrKSV0ILL`SsBto;X4E zOnRrS=V>wtXqGfj*gm3o5KX|}sKn7P7p2(;SO6<{EW-Q6c~0LC1;IHfzJ3T{EP6-& z!MQiv=7tz}IZOst*vbldlr6OZ$F(!7%^F=iDb`pCAJ+pSR*yV;#jMt7R0rH&odo%x zfp98__Y+mh9C|E(2yI_V(k>U;r{B}@L3$xbe_9;czH?DJkO)X*fh~vKFo_@rDQ{W= z7FN!An32$N3c$#V$TPt1g<+jEU<5N?7!a`|-Un`4jxLKBK!gYs0e+i@iM$6zp4^KV zfFg*X2;03#2PlFhWTpRdCutD{f%82R;`>J8#vX)79LmXX z6LRA@frS=|-JTZA?ve^cswR%8h53li-?Q07EA7-ZbUwiPd@ZjvKKv6M!EdEy%_0E; zf!$>ld~?%MN5gtjbv^{8z5-zyz07GvY)ySHoh_!e!hrrwErw9;K_1%4;FQtFE<5!N zV0J%C!a8K{=`_r7`)XLXdq*GeTI7sv2N93i{mR1$GGBW4{{ca|;NI z736QM2gam^Ht63R%s+x&!VO?d0%Pv~1?jW%B|Yh2J#IwztfMZ^^SgBSq!(ZKSC zL!S1}tT10!OhI4SBaU9do;lr15|6be4)>)6c^F@RL-04(YAZIts%ORW&`LrQ+y5@7 z)a!Ppp(HVa@NQb;!8!o)rU1x~I58V!Z>W5c+NCkPZIRK~shFsm)-5osZmEDTbDK$g zw=vrE?sTx}f!Nv!iHO&>NO)`o9CGmh_A|N_>0j|D=H>%N#M@)N@jX0Wv)|H1IOd27 z$`Brl`JIKcA_m;;p=!#(-_GG*(GoBqn;oDA%!dRlyWtof^yx^2!>_?5RXhI z%7=w@_SS}ieD82ph-Y@F+S8!Q`uHU?4dMq+#VT{-<5+{C-pz*{e32tv{<_2foTqct zVfx+gvY@9x|rg#CWY!$abR0xRiI4Ws70eRQOW$<#@i>1w3@cL(555{PJA_Zat}>sX8lBTrTM0 z!6jW?tj?Sw&m!O1_n%d>gCrA%KN5Avm!7+rxX|p7xJnd>?CP-8TL5F#?5*Fy+rC0Q)zyZdfd1KPB??&%be`uc?2(22@%g zTy;l!UJ2DIkEN%RJjhA3tm@q=rM3A5q7PZreT$2|Hhh!A`^l0i#!s{~QYCs5!&FEf zUqPcqV;iUu@k$PtN?%2PNTMmLCRWYu1!lQ-kpMd|c#p718W=lR)@KQqQ(aq;ur z;pZc-Ti@!)0Y8^>xaQ@y%Mt9#MHL(IRr7SDu*-664&g=?bNcfZ_PV5VWyoDs^mjhw zG34E>DmI9M*sNL&8!GpZI?uvSr&JWG@nkg0>qPyuvXbnAOsiD(y6{d7Ik26;8)JG0 zaE3tCh@EE<%;e-}J`XzZZRi*dtB(@&`hXRpR8D<}Cb4otLJ%h!uqE!69VTHfYov{2 zh9^XwSed)VNPx(x3<{G-yd3Pva<1_Op{o4_j+yv)3=&<1^VIsuEQFZgH zYV{!b<~ya-iVO~B?t~{&hPY0>jB=gBnz1kYIrBMCAm;crBN+$-h3r{u8Lzn+#E&-1 zl==mod+925mbRg(lDaVL`p6Q?Uq~Q{h-5mipCIg2pBI*})U-Ml>%ApZ#`(@=b+}iF_)4?en$x zX{yFIpsl))@02Rr+Devfx~>@M(xmn+E6pJJHd-lO;xxY+18OFp#-j~cqB8%Z0+eYn zrHMz@Im}!&DchNBG$QH+2|W@oPS*|Zz72L>iqCm}50Rxol$=!hdD6ZkGl8unofKTs z-PimqK5U9olTHl)yHa++h_LmcQ6rl3n%WeZ&zq59@B2rM;B?&xTd_Tks&<7uXI*_qt#9aNq0H-Qw9X_X(Mbis0vFsR%rAN~XD)hLZ)iOV-YBxKo z>Qq*D5_wfvgurfhRJZ&|K8w(1uC9IO!K>?1%sje4u032kg$T-1ML|Z<%2BKtZojRf zp&axD(S>iT(()6FUW8*dws!(l*na=C^k=y_tGiG#s10Ps&Kj;P>N)02Bgq=W!E%2-@eQs4m-~ld zlVE%nVPiW?;4u5a6Fn;%_Pt0xNrrq~C36+|5cAu8o8S5P7Dx#Lo*$1M&rxJtHq#Y5 ze5$_v)?!}!z}nUJOWV5*Yb>F5?Pl}UInM>{8%EA~@ylWxtntVlg0E*!$Drhb^}Lo+ z38hqN&X2Nc_lGf__+{H5l?FuTFbQDWpt`}g1YmUJ=1^~=s=*flU+@$xA0Uo>=eSs% z4h}ucI>R%|h`fo7%f&3)`|^*Ama5y={u$T3#9S@aY1cBJPa)7D{eqf`3W~C_(unf- zksh`FO(PZ)=W2qQrdiZE9h)EiTKapPAt7lA3U) zm=guCp!MFb@_8zF;4~E2t`(d;rMp7OT_qKq8n{7XMmRmpaa^Sq92cfApX*=@{3t^F zdMxs$Vgj?sT{+W3!h`Hi8e`pK`ZUrW;}|HNK)sIXSdE!oF# zHwjtbE5-p=cZ2ho9A+&X`5Hh#whiR5&2bw8oDZIP&O#S z8=`M;+vkE-?SLh}>DKG~)7kbM-#gBK#a}fN^7&Y}O8DV8lR|IP6C+(uq z%UhEdO;}a?;y%$)NCzjSmH*fsKTjTg^>JHvMDtmdio{~$3AAaZbC8y+Lhj?>_E%}w z8~;`e&J@LbYJ zaRgmWvBr|7fCK=;n1qSNBygp2QMF-{}gNh?_AI?tM1OlC>W(6NHeg9W=-y81PR6Qti}^H{x< z5V3;c@HBLTCjKUp^3-!4DjDnZ9V!{=vj~+8^=X7kzV~T{O1|@Hg{u1av_Vxpd>o*v zEeUcxEG~qNQJu$>?(BjPZeezX@?L`IpWk$(PO*{w4i} z#(D0|p%*%dgk*RaQwbrL3NaX4NTvsllx$(dz+}6EZz-iuUIJf{X_A)UQts}^(5v~G zBx=C^wQuv`qmO6LjtcueWNu7zn#N6!OOqXi;&N$o_ua%q%W48J-G zx?zxDUGL9roo;)Pf6BL6Cm>ta{~JJ_Lrh?;#Q*?#4w3D* zWjz4M|Fq;k*ZU7dwt4h7BAbx`hzv*^W=}sEeu{3tB~soO_FAeXZxot_Id-++1O_z( z>qAp(;Zgm^7o`w>2g80feZ3$C9Dxt37&NLD;is?ZPuHTlzzy^HD=ww}%n~t9- zg3KrYIH;d~;rH<$AYFP2{nIJjQSmPCjs;aSc*nQL_q=RZ^jlt9#JuKu6VzI1KyrpNQ!PnNlVq;2Q<7XF~c4f@d_HuoqUw+`XEK4GqpW=`$9?tt~Q{n+sXOi`TEh!V8b(1;w3_I_p}P{8TCqGr%Y?zrrr3pqv`d=R{Cf+ zU>g5EFpYnHgBRE|z0a9om;KHiy-A`u*jfb~ff&?u(X= z+~q&#ap+!%TNtD0R~T&6izgTCMA16ibb+^s*1(R2T8R6I=^|T&-(3eAyr<40ln+GP z1o+8(9qsshGMAeNQrev*4=$OMId%)p!%cte4cpW#;42qs@!V2;$^6&6|&G|figX>JlC2Yrf z#^=Pe8$U5hxI}R9W7h)1wQN=?bR^avu}qoZ;YleaLncV*W0ziyKBjT{SR2|O*PJFH zqbpBC`%&#Jb_j`U`V(1IiAS0xCF5dAC83BlDpO96P>N|t4Jxgg2Q*(vJlZQPOi!tj z<0X{|HI3qM*TkikO_J!3r^CTDqS-mWSy&|dEiPbelbO_)Z3DN{ucI9HjB5sdGOno* z*VUu~1^VRW({xO8GdxAfnTDTLpMDKGqy*Wa!?1!v6+D{!I>G`XUZ@{ z@&uEFsPrLC{z66X;f~1hQ2U)@RT-s|}&?*O-_u_i|{QPVy@5}9UK*j+4k z#dk1}y6vpHqyCNPMu&mE_ry&VM@tmahabU@NC&#gE7!&Oq>iW_zYq#GrYym#KeNI_ z{k}j}g2jIx9NO5z4}9Z#QS%fquqAG)Z338k@^b3KyO0>$xbZvTF^UBm=&w@60JJ zG^h&FJl-u6ZiiRxA~W{GepUP0ayDW2OBG!*>4?KR3mHa8TUx*k@%|pMs5xUl)Vy@JTIpIX;q7PMp9hh9H7<1-v z@D)E_&Mp$;z$@V>l_Qrd5i18VGe(d`SNj@0V86O@(Qb%feOj_$!qYCcAGt#|X-lQ0 z5cTXxQ(pDD z?;C;>=_x);bO*k&;`*{yWy$p=@SrF$lo(rnU(I2;(2b=(jV|gpF%||zdIN)$;26~1 zRFKCbX)&7kw>YC@n;c`mqVikR`0*N%eksB8H$q{4q+y}IjYoT$e=AD_VhwcUP<@6F zF7qJPF|F+PQWm}S zO+(QD>7RW|E_A$XVxv9|S)Vtdq0~re2o5Y9BXEs)DP|A9Bg@r3`1Pnz^FhPIZ>;ZH zzA*TP5)0fo9C{su1QI!llD7t1V=mKu$3m)H_6qxg)>!yJubmg+@Ti>Wow~jJ!&b$y zu8!S#A@bI;pHJZ`AI;M&n~FVpFs6a=K**5y!J&_CNMO6PVyPnbw!aPglb@jLd5(lpI_p{|Lz2hu-&7pFCD?kuDg64e z_aMO;zwc|C?;5IQODWNQ?^>ALIwG)pH&|a(N2p40vPt4dwG&H{-vT@DoWOS8VFz~J zX$Q9Afi<|`S7qy4_6uJ6ru$6m*6(Pk|7r%HmlwiT34p5}0IvTE!&84X7JAhUnE`m* z)eUUq17K>j+J|KC9UjM7Q){>Bjma9U)3TOU0G5H-^n1YZH~#=(hQ5vc5&(qRqP;w? ze<=TFZ})wuq66*?f;t(4#nk5rhB7b9I!Wq);$&ZItD8yMNngGsVB>@>#D zHOe!};YFH^{Z05T!v6`P7mBfhF@~{he$e>D?1}JCrXjX?aKP<^M|Bln#e?o4DmQj z9nrUvo3p5qCsU}AE>mwL)V!=vj0=mBaBT{;lcrxp$m*f?$tgTF96lKg|K2%qqUJF@KwE40@yAec6+(CiF)KObL|6mfPfIDy*yIqOm>@aTdG8k!ClIq`f^!s} z)I&%cl(C0?dYOiXlDL>Q9m)}2GrTf-%uKw2>Nfv!Sh~WXD81Wf9n~%E{zEeCL;VKo zd4$F=;{v%}2@UDt8`Vg}R+axl-CG94)h!F6!JR;$aS0H#ad&q@po6=G-~J zCAhl<2*KS#a0~8)5IhM^-tOi*=YHqRoj3R0H$P^6)Y_|-)LvDqc31UMIo`FxvP5zx zMbN|pZ>>qy+2??*7NB324Y7ny_{*@G2RDBXL^rN`9GJoyzJ^Bt8M{78055TLQ=Vx( z2ziYnazM93r&BW}W-bmOU+xhRI8q5m*mRn7f<-=Hl=LXE#p9l9YlN%MynP)aPW>q` zvmO5|4m@u|4saHjS#^()!4QW}(%G?wUC+kCF9$(C>Z4L&$N(JSy+=Ckb0T3mjfS~n zFqRGe;_@xLDYUS5vFUt+y`VLgMY$a@iT%c5hz9g&*8r>_6UwJ z+#~pKgy*OO@j$^6qyXXqd4Fl zbtV1ZM`UvW>6nBo0YWUoO8~lol7<1M2vUT@fbfD+VVt3GF#~NuH-8Su39GjNsDK5p zaQ6^a;R`jag0RGh4v>A);{za9;&9~X{|8bJ>y#rIZ$J;P#Q%#3TnYy=m)^=t%fEAP z#QN+TQk&N4TTld`Uu~fYJT_UFiT+61DuHTmKo=kpY^7oJAf->dK9SeBU%Kc+DzyB*jEJ#fEogEeHAm2lx zELtea$}eMOx(>znuY$(r67j`5-m=gDUB3bd zvxV<^Z?u*=O3Q4^?|l>nb564{_^Y!G*QGZ$HczD1 zKbG)%wCfjkoh^4wd2XNMcC&wddc<1{=%RPn>A8L8m);=7GVV^dc}-H&&Fdjh3{H5F z3%JQiqZ#D!C9vNkIt6ucXL&XkcR;R?H_RwY;9g%!a+Vg#4ukAJgS$%cRHMlP2R-=_Y6ptl_wy1!6daNmyw0LnH38I4*WjELOCj^_=tUDc~kQ_C9P@7am zk(P=suqD&OQGua$Bw(l=Nw(6E`qwdpVC=z*4S$GND=iJalCWEJM0YhCrHH~FBouVDoo>Y*=d7h3}sQnn!>Sh zo%;sY-n|+Y-tP=|HAQ`x!5f73EIrOm;(=;kNw?C60d;l`=`yEffe+bs-#t}n%Z`B? z82dg}oA}_*v2tnoTtCv-Rs>4AgWs*S6xNp?PeDT(`uaFvNh-1^#`mS_>7oa$UzcA)M}Hqk)o?|WBIfV$t>QQrxEZ7M{`|I=>Af@ z8E1O@trCC=vJ>EGu0ygCnlkAM_+P)ld|0ub&~-;u{>}#BO?xd8FtVmyl?Kcr`WWN|zY0{ZarSak|7cYwqP6GwIEk z{HF1y?F&uNoU*{v!Y2ZhmeA;y7&TpIzp6NU9{!$B%XbAJccy^i@h0-iUZB((NA&N3 z(U4dWsQ`0!`-Xn@ZP8#8BeTkjrGP}xi=W-kr<>52RjikSeOMyx=#L+feWbBuwp|MI zk&d)GSbALUmf<;lti*OW-k&SIKZa{yy#$@k4&TPvQ4d{aHQ!Qx;>z>*P>u6Ra|yWuX;0GF*#a zX_7qI;vB3pm^B+kM7t>4h&Nwk%GTS!M~XkoP!m$pNJEz~6Wp*CK%|MH2?-pbuDEp< zz%l(U+>8KO#d&_7KoV15^SWaAp~+2=zx0FV!0iN?Ak4d1qDMR_bM`b`Z}cvCNzcnX zOrjrYU-%&tAC==9wpPpcVzQG2pghFxvpq$W<-5FvCW%nsDNu=K_h-W9uz4=qDoJ}qrscxH1d?EB(+jQGbjyYMIEHX zn-mh1l^GDinh_A<^FH90!%BDAnoAmUYXI*{^p&I3S((vJ*j(Vl7xil z9TB`TvoeAMZso*g! z@^?iYNeoHFmQWqwqvd03S|b8x$xQW~)@2M_QY`Azi?E+s&eGz<9kZE-1i!)uKk=FJ zT1rK5o}5TUfV|{IWf+d?CvjOeiXkuEKQwR3A2&74AI(8(Dfw2$&Jy;gg?9T`Q>TC; z>w7xKUjdZX!k@`D3L!7|#%`oTaM^mK<8LutQUYrx?S8`u?jDjkCY~tg=)XkA@o3n4}hG4I-aN9#?G4lPuu+Uc%eR z#1H&%(oZ(|?d24#6*x=`*1FEq5?lh;5R%bp^FkR1CGdybBO$`4HmX$)MGn+dKompg z@V{Yri@qob*YQE-(6eZBFmh<~F!EUb4#0ghpg5i?0~^e}!Q`A}Xa5S{foKXwGBkJ4 ze;8a4GW9oRY<$EMQ$uU1#+m#T!n8y6o*SSs1Kzrc!V z+Ysp%?>QWHfhQc)6UhWS1kCm&CgW~*21sq!TxduYFo!z#q`95EB42H&f59Xo{Z7j* z*emzKDLis;4NoTu8}|}e)*S2dB3pkcz-bbjO3+4r;r0P9C?AvY3zf{LR`k+t*C|(3 zv1%n*ka#+6*~RZ8%lRuA`XW80?WS&>c zT<1tlgLj0L()COf!y1B2h9Rq@6=P^XuTRYCr_^2zs>2R|Cg zekH~HWTTug^_n2$PEOjMCHR$z{<)IryU0+YfyT7EG&50n$L@y)doj6v9o<9);mMCK zve})rmBDGFuap#1__2757J@H;LE#D?aXo)E#74!>yZeM)j3N5S@8-t)&Vw7Ujv`Em zmkCPPn+DR1_UAQv+~tnU_PgYvRr76g;KuVeDHT6Q@fKS|)E(O``hMG!g+4#KMeaNJ zs)F5jaEn|kW)MZgf5m^$9H$;8gJFwV4n@0scst?Xo4jn=+av zz4@}>X|A)tsggofQl|;mbE-YX)yX)KL}OiA@-bhH7fT6=^xTJ%!y(pjqt~gZB{bd!##_K2tWZmix44{$UzpLAc^*05L{}DuW!3qsf`1fk)xlugWau4o!hR>my-H*c4O zOf`8zzM4&6U-5u{*e`S8$Tu9Og8E+!%LLl8#9sc|J-||i3Gv$>@;j3mXL#JY!mPqJ zE)lL2^Q?sud*Kz~_Mfe3>QrA~1vp^NN*fv^;F~!h8id=Db9d{h>S9q@OKC}h=m&cv zb{Q#!-lKB5QZDqF8*I}=&H?K(Q|=iEzYgpEGcjthbDDl2 z`jQxdV?8JS2_ zV0VR;1eclbWdYrst{HZL%MehbpE`=R`>j2FJf1)tCRfu8Yxz7-xD_U>8TC)A!%J8PS|VRighISzzF~{~ z6pP)*8ZgQKw^?EXLh`>^;XZkK15umO7w?^Y)Eb!^r5j1dF5ni}K-`hWAdx)89@y1t z4<0=lYTPI#`Km20m#1YfYamVc6^a z;!}g9FH=SPuhtyv=wISXtCUR{$B4amC#bYjfzn1L17quKz|=PDzX3LaCV9ZO?@iYu z%g#eYU*z&8HV+Nmfs1BAVeo6@^_`voW9$t71ZFBeV7eQ$SL!kSg2#D!ixU8AV01eU zM^5x+GLY_TUan$&2gP@$Ns`z_^@54>bGcP{iB&h+Xy0~@Oa7}%egd1HXK%YcPK=%Z zS^;uWyvc8UOb+CbhI9F8quY-*{Eu1$*RI)dFYemMBSVvAaAe6gxdQ1t6`YQRHXFwDnKNAxE>pz_|J_j$i@Q+P{ruPyIItaH?9E_tdXJ8d0be=J<4p&j5Fe zBP|@Y^#v`NQ#cAfg}MGKb#33P=!8?ncSMrMhQOGn=p1rz-FE^1kcBheSD^^Rmu;^S6de*)aa+ph{2y1zZ^z?cmuoI8NH3W7e zwJeVD_vUCa3U1lyPVq#Sitk~tY47-$hCB5rAeAuR3Jnivbs{Q`F?2Ggi$(@Ev@x4w zWdL#X>K=fQk%$r(26Vk)e;l-HNW<;H4n+z|$P?tepo1bIc@d(a{w&2K9nTjnk&Hdf z0d{Q z$T0J<%8{w}G(W)tk8vsMI>(z0g?OY5PebE|MGVX3T5CY1Zg!3XzYOHDxaviCusPGr zLvWO%&tKM(m#W5fujKP1n4Ll1ZvOYp=E~@nP~T;F++;9(t+AE zuhhlRR5G=$-e76jOreaBaI!aoSaHIH#X`tAH#S#b-s7;H>bgy7*X+!Wyk?JaT-aVfICG#tKzM%9M;dA& z8nDOq>E7GUn%6ST_kp{1!)h3W(S?2Xh@bk2qWbJw_ zn#L}U)t>G44tb-gTiLPI#}{&6XK5oVm=>}5Ee%2(j0}_v+9tYw?`k}yAjcgjmvj;| zK6)Fp9JXLDr~+K2j=}Vi4H|;7DqC5z7RHiHU3I-87oODAO``5$=TuT&PrACWf-7+Ae}=eqhwx-8)1xPqB)3+JD6PS@+Y$s{76L< z3#$30ZUGdPi3WLO(yflVn_>}Et0(@>pz2O^`1{j z5E-0ZZFwA^A}QarlcNDF(E*m&*q6usK%EeEjZ|RnLeOr>aC5W5`Au}}hyE{o;-h2& z++&*+wU786E|f z4V}6-e0k2ormS~l6Ou?#81KnU1?>;+IH=y-T{WC={b=GB-MP7J*t=?X-ExVKpglHt zR9zZo)4`66((|!>MT+g|0j{#j++(b%rl83UGR+=dOBOSI?(ITiBX3PY@3Q8`v__Wq z#j10wot3L#>j=Hz@%Zm09Ujw7jNkqj=6ZVZhx2rMd87#Y*SrC_jP|32A2BK`EVwGh zSTS1-Yl^^ZxGD@*E^foqTZ=rVfjj3l3yL=&315H-=pF#_0ei0SyW#j)1uN!7WINHx zMc2%H9v9WeYPtNQqw6BTQX8?6-TJKZIs803u$lO_d!1#IpM7Ki%Q;E~Y9i>4jm8t!FZw=>~7`kYsm#0GYC z^yIzaN@LJ?0{+Wnvq3VDE)R7f)WF+9LBAlJ7l%4<#O)r@h9Q0_PV7P-JeX<0V!&Fp zDKK~vtNgRtCEpa=b~`?_2P~n=@;%@5nDX$gPz=g1#zY}bb=D6(f`{iWciyZ_ICMc_ z@_m*?)b8%kD<+a>4(`z?{SU6XN(lFv(4gTyW(DyT`HD=#++iX|YPfW@VTrUuPRDgmfI!Bm?Fvf?FTd`2d2;*nUi-fczr-jV275**Z9>i|=t{zor_%OSUyQlB2tL+|A(sOUhF(E-I z&EaIN)2`%vf-k~L0^Tz1>CQaF=c{>0Pic3XO9G@a$&cYa4qq!|!XaxVER+h83588n zR7#CC<}LjUj?L%g^k7#;0_?dY>ewgg7srNx8E2GpHa%8=*>fgb>~9)0+&K!K>H$>S zQYgTb1WyZX|%Q2^ecia3uO3QGg>3_lO)E zQN2fG;0W72A_YSLQ3l1}tZ{t*2n~RAfJi=&g+LIxjk(HDeu(*XcZr`dl7+D))6DnA zkMm)MpuSi4r?5o)rtIHY)aidv!3gM}T6Xvq3(3vTh?4664+wfbQ20GOOhNYsVf!w~ z!akxY#%^OkE9CKi10-FbH9B2u#ah8_0HbZR-+}x}Q$ZnZuIHX%b`9agjkGh4Uk;jl zfxq0LZdRcP3>pV&T3`!@fbh9>Mfknw%Fl zcxEtG!(i>EVxt9I0AX1{EPTFjCnDPK57${`zpH0F2O2IR`xan~Om-T^g$xX72VoB& zwfgp9B$TfTQHacyl_41PsC7BnD+1@3JmR;X2@3Pv?doYgTQghn1RR8$Q&Yx9av8W} zNMVwBh0=5BxAm>{>3qan%uov%{u0~Hs>0F7<}1q|c{RG$3;O$lmNcgdB8D13G6xX zIwJoeK7G)o7ib`=ED6|LR@Ms!+Yl59&DtBM<@3?5o&>e7<7hx{J_fEw$v#iBe)pUO zKPr~QQS(@_?}t1}tmgE3*C$u?Ftpv-E=M|Mc<+u{(PFY$OT#52Ps^{$gV6YwgWv}g zlewjYIS5@&|A~WOPyIhS2yVGaV2=m1On-{T-?aQ@RlF#X@+ zAROG>esu+u#cpfRH+udJEQY-QnpEogPk~P~%t7$2mNs=aCxIz;FK3CV(@(S1n$m|s zJ+p^@Hn?`HO~|QxV(fY>Mzc-cSH1ETBWcc>O!ACAVbO?oz8)CS_Sw6MOi5KvT_8>P zLs-qReICuj@JERwrB9#d&(A7DR=zVej^sXNoo=x@FyGsEI$KQturXJ#_QcjKnij{rN8+y zZn7D6^gOBz^%4$4k(=y)pGt3|N=R?BDK-*c&j5|DKOuUlq)#BHq_4q?IjK$psv?`l4A2n@^wE}O2k)MY#S)k)@@O_ zTEBI(`dZXCAc!uH`thwm^uv+#vjiS;jxAoH4`;Bb0WA8bin}gf=xk&M%M*|5!?kpl z%!qx*yTz4=JFJeM>inh`^xkf!7iQXzCX|P1a+2Q3h=NJO^vx?|DOAGg@QrxE7)G36 z;3it|r6Cjeq;*e4xLwxWD^~R9gRTnl$9u@cgHIWoy1Az?cCA#1pMQ{9lQ6}kwWm|1OR*XAa8AC3!G7^k$t5LNaZ(4Y81KPMmDR3~=v-l- z%&In4vFx^+mHDkK1#x4qivAIhFjx_y8NqkhPChYV>vMR$iQ6}M{=r+xgu1T; z(H9{YbV4kv`{<|zpYrze?j>dLwT30wzAJdCW1-WH)S(N0U`sgEKu9PF79L@L#s@cv6tRJ##dCskuvXtPe zY4w%%XlOm9%qmlE8_iQvr2MHhB;fRih(H6ajrlUvxrBCRogh+C3m1pUV;B)Li(88C zq8E8)jbLh+$K%YWTI=rc?faos*_pMDB1OK7YK*cjKh*%+V-pt(TUHUeYmfKxG7Qse z*)h3_biuipAmtM^;8xG&q1=gN43KBUBLsR6AdvIe3p6KPX~1?}5rfdx2p_e0&N(9L z=#!j(8o9Muqnf=WmKes`kDoEUr6>-os$oGAc{Rf^@ROCuA}KIaV9}cFdQ-Qr{EUHQ zGscL5rCuq2Fhf27hr|f1xhu96W+%cGh8ZdD(jwnHjw1Kat3zIRJVaLQ)4Qx!t0M2g z`xSg6;1P+`UA3Jf%PZa#PPKHq)XbMyXE~mB>PH$?O(|BfU70}&spMa%Ugmp#&lgf1 zF}*RC3hx4w?!_fV{TzI>nJ1HsM|@kGUg0wEXgyCL`2lfl$^}trig^=yTkuE8b7tx) zu&5ElFVG;wBIrP&e10d7FHhj&lll7ui$4BL?b4FPCZ;z%e!Vf+sL|;#h=r+=F{`5 z&vJ~2CcjVvnc3#0_tVhfvX*@gCx~3UtaT#Z{*X~Mor#$^6R&+{rrI6>+txa z(%_lIHd&SzpAWdZI9`1R`b}H9ozpFERnG1R?!ylo$~B?58hhy7vm;M78tD^l@!$EQ4xfJ=!KZtg%*P?@%9V#c?!MuEGrsC;Rzk2-CAlqs$M=GP6fI;oo zoPOLEj&FP0v^70jdV*FDkSe-nY-U;pDksXqw_|}~2~D%l%I8lNcy?x$nRZVl&j?fo zg-spI4r+ea@arn*I=gc`1Royp^*}|eDrf$GwoEHrKO_$Ya9% zy7dYEu$FCeV%p-6^wkSTN$cat<5#*26{j}!V_E>qVd-$3$@L&5M6H^%SXg0hK%dGJ znPZvK*VRmt>FHX}1kR|V_*_MtIZ(QPDb9g4e!O|AOr+wWKBy`}S0}`dHdN1O%`*s! zm2s^D`MU9If8~2qq#Fl%2l+aMoz#pVe@SXN#LOj>izR9_JdJjiluLu`*;WxV4&&>o zz!A>|TDz#Hnk1oLziDVK)kf(|RdB_fsiq0Wow4PGWW2&>+wz%;UrI&#Vrhvhn>0c4 zzJ!}Bf7~@lbxFlYV7}LAN^X0wf}KU-r7J{;c3f^dTvDe3nEHk$^=KGrg#HykYy`ve z#!H$ma9!AtmnN$|f#28kL%qLK1Sm;Z#|G>m|5w0wz=(bU zwv{EzPgJ&uw9TI)(V&g~E*Ma0-I%dPu&pR}=Pn!Bk4_Ygi23tqXwjWRG%s51xwDD? z^TIP`u6Fm^Jc_HkW{baU^(*_^Zr;(<8^$&@V#fY`wQ96}&y%aE78hsz);p;26x3q< zmyXLe&4TXvxdZcpuHT7p8U4H88}KN1*)|Gsn~|Los5)=9fT_DA0s{LV4ztuC1=Sc2 ztcLptOAPc|NaLT;qZW&0%4BOka64fK1gCgG_jh>WIB`b zWO^RtU1&Fxk{wiDsorC^{z+H_9alPMJgqVHiIXyc?CZXAIywb834aREQCgAGgCWwR zREC$4oCVBz@6O*>iIe7!$p-M`O~?iaRFNd+MJH7(tl&mgQuT`$t-448a+`L&cP{xp-c*tMD@zrDp>X zm*M=gL=Hb;1Z{-i1oNU-OeXq;#Ta+!7IY2jC$7N@y2X2N>b#jS>X}9Nlw4qx8sx~^ zIsk&r_XOwQ1owntl!T4oB#QU%TL!P|Fd=_b4UlMrlVDr;b_)X9>#prLcAP&QHm}KHEhL|GB&tcAZKD=BHw6<`V=)d&4I`+;t z6N6J2Q2bXfAblDBCYc@Tku%0OKz|T942s%RnYpF2jRft8VcpjvTN3gJ{xtE!j6c0t zJbkJcyPwdZf^Fel8kOFVVk|2cyYLGP=LzcaA!T<~e0DDj3@3c=h*xo5%%PFvDjrxa z+18uQ-BX}nj7?gC{PVtmjc3=V^9sraHwp=9+fUhm7Ab%~BfIjdxKXgJSBkdEwjRTM|!iIdZ#5{;Gy?+d5!} zuXK1n&W$5*#ulIoumiUMHA?F9f+=a8E=-N&iS}U%IbaR}G?6$`4p8R2=r;#QZ+2vUI zOJFbU5fIHi_R-l{kE#NnILV(UQNq79^L3ck@)N-k3m5`)XB(5OFESym1g&!T4LXCY zFO%{psW%W@&hoX09EDf^sQF8G*v1kiCi)w+^@Fg!?skRzc;j3MC(v+uc=i~4!`_EQ zFgYz6aA}PS8tny2))w7oKhsYN0)Ddqg|7x_tvK3F7z3hoU|WEFk+pL7(mwo%+~*V42I&zw&ph8M6heIc+<)9W4?f+NlM$QL+r1xEn#%4A8zR$EA)!x)Rf|&dNKe-$nw7QQw#&8z zQ5^Uj8e>{^2pkOe3$(14ZDuHE(JC?LWGl+M`S5!x*pFMK`cOu1%S-G}u3TTaF3Gjr z{)6TD{#vO%!)VNWo+!YDkRKte1zdD;9yyF3 z03gWC=CCDnFc%`7`>z11+#^L8BH!2d(9+Zb75CqQzTs3UnOg20CnTlWTws!Q$@$h=k_Hv$4bgE(LIwaNb4$F zkz%BQ3``({30Cr*LjwybX^@nfn*^}U%RF(*A5EX+j5bnN8!?5(U;{K!5zL&Y zhoK?+;ZYIhOL`U1XXQke#3bNOIWX+18R^m;Ra^Px-(y(m%@YHHb4^*By<7<&p%%bo z{r>>82%y-sRw9ZaJ7^f=`-mQ3B4B-J0svH;0*QZeBbX|g!ia(n*qbg7Y(|fIvA;nwG~1Uu>+2v9UOQ|e zb5Rttrno{AlLhQcr<{rr^aA##uNjkUNUl6|e!L??5f04ctHsdZx-#7`h&sE>2X3bD zJD0TBEQ*!<*sHty+G}>P+B9~iZ%FYy;OcAd#3UMfOtQF>bN$b*o6Jw5ViIx_lVBdE zQ{^Hi+jvz-{m)@dUfaph9L0sbU1jbSp4XVGc(sFS22eTGY*q+~eO}GaDX2HyZ9Of~ zUU5=o%<#K|s-U!Jun6UL32C(NBm*>Er;ZwF*;s<>*kJ01Oe=Nly-Ht8{{DZJtEO znSuIq<9NS6D}BtOL1$yg{W8=S8g20tB|qG!yF|16#(hdL3?dt&Sz;vbQ3?en<-c=x z(*UFXzrBnR{7p@X)dG+`z+}QgnvmC=X*MNqfH43H%Rn-xL=4+bMurlE?2N3JKA|0z z`!B?XhZqVFcKPINIz53M38Qw)H+_;dPzxUYpN$N@|oL}{L+~rxtX=b!k$u}K&$lJG~9a2iDAEF5uQkw~qDXM7m z*CbX;>b&xY6C~=qn8VhsBC7U>Md9H>Na6A)c&|s#BIZd)W!@l<3BA7U9(kxMw?lnf zZ=1STYH3zft&PRg*5H-8SIyV`G?wil&)deAse5^#Lpyy4SUad| zN|?Zd+K9Dy9=uOrX-LOCLC9uR|69%XPus5H3?Zu(x?0%yc};n``F50@Mn#6R12l=J zimi!cj;Pk$@crpH=^R5{R}=sCdQM0BIBMHC;uq(p`WF;}Mpvaj#^k;wyriJhKKAln z7STCY%W#e!EU$7}U#ecomJXAAWk6>rDAm#tg4?y+D35!peBPpRx$#+?g5ddPgx+JC zN`-&G6ul6;4f0fu>)@4xRX3S>^ej5zGb{yU%z==*1bl&hX1dOhmP|(VLyh%1i4+|;fxz_7<2woU^QG^o9VHEReCwhm{ zoxb^fM(QkYO#6#dRX1YVu3r8-Dd5B|m1dJ|`jX8I(bs5@C|q0V8n&s9GlKTBoJ(j|Q2rBQ(SsEzqK zO2pj^!EPkp?arJo-fhuk>tk9~MU?hf+q|`%2p|v#g2(xJ=}dzqRIHI6kI13=fg&2nZyxu0)Ng-%TT*2C*rc5};?JI>!9c#L4d5AmchE#Mw7;dp1$CqO}V|GxK0k zQd>9D0I{&BwJdhJ&fP@(Ee%)|VClmt&1pAo|38jq+kXV~_Tp!HhKoz- zDx8La)BM18p&&;+aD|8d)pZDHOvR7B!oxiMfYVx21pC-`67yD~QYmz|{NoU#rpMy< zbIK3Q4g)$;SpvvwiyRUIUfUoOD!-0z2`QJB*SgiM8!h0`lA8*u{Fn3nlu6mZ>favz z9{%pe?%6Y2B$~h)#>iS@&%P|}exRZ^BH4bDPOp4o3pVAshHtunY}HShyeXp|iL2s(r5?sMylowCNQ?Fz^(( z|1}NRwf^rAfvhR|@)Wk}4j6p4XTVhhZiQn6_O3GyyyZeUg|ttULd-Kv(1`=v`SDShAl?}bZm)ZIKH~tM!jH}2!`Rv^ z1r^Kl0o}2L!n$jVirucsJF#lJ_cjD!>wcT!V|LEYz3WuvqUilRhixZIVErAA&kh-vkCO|{?$XG^s_3ch@LwFOzonX;Qn)YTyPS*4SL zTU5n_01DlKAm>?&b0<$AM;Joc^LXUinZhk}&zn5|P5dlBdxH&O@oBS3}^K3F0W)Q;huQm8Yw!bd>V= zLeF#ENY@KlXv0$4`FzDsp>^A!x4`4|mDvTjn#sU;VwbL(shB#nuuTxxA3ZvE@~F!(+E0t7BYv~J%cvH2ADI5iPuBUt+IQEFgfaRi z1Y>{05jerlQ%=YTIA;!!1rBiFD`@*?S88l)UWPcyS)5Md6p95*W?rTvFlNxAE(gKG zdwyKhK&54l9YBBv#?|0dG1rZwFeT zZ#)9X{@LfqOPH8E;e4}k!1?|!S6YX)F`4)d#)jwr0?E2B<^_8Zpuk6zExW<{2|EAq zA?%lO1$WDeOoe1TeA7a*(K#$X4AX z;~ePbSCR>cAl>8wCh}{!e1MHZ;saPW+~kSD`q!i$)(iWQzhV9BGXYbIN{%a-Qk=^H z3cStR@ePouy=UL{fX#Zi(fPz_yuB_3ptNB86DH=>NVqoM zQ;LRDGB9@Tz?S+&Q2Kl2Yq16F;{#G89vEN7(Ek8h0<=`#*E%6Co4EpL_tbeF@Lj&X z`a88`oeU11Chyx9TV3TP*aF*7!d{ZES|xU7Gc9` zY|Tl-p!yW)O>BdybV2${j0{da(OM?OpGAtGdza+a+u95e4bYKXM6w+=;vC_M1kVGG z^3$1`JOMAHNe%9blrUg&m!aYNtOlXCA3>i7q%`LtGrFqcA4BG_5s2mJ5z?8SJm5)u zjlwMOZvi2dcrPVBmAGu=@#A+g>rxa(JV@Q&lm%obLXgs#9zWQu9qlI4ptO&(sX@W8 zM_ixk{8F1$whmKY`K&y%w$G!?WV0>bGk~bZG!PY$`NB?Dv-=KzY047$B7-~72MV|% zZ1}nFKDb7x557HxLX2VG7pC6jA64z<7r$ywZN8&}Gfu@em;gcAdxlgvebzVYo0?qZ zsPHhp0-N;_OxYVs<&)|7pC{;i`(vZZEo#zsAjk}Kx~JURZP2fyRkx;I zK%um4xkJFEKqKn?QyaEd9wteW2MSJm9UzBy@Y8nR*n;lF5L#cp{p)w@$NfH z()p2X5Qk4?ZT6Iyu(kr3U8b=YoEJb2wSHjqKN})o&df^AtsD^Ud6_47hWXhnFICAv zjw@kS_CEo_=(Ktw5@0GJlrcS`CvJ4(7+BbUycNCz;#-;wUXMtY9;aZyR9pB55D_XZ z2GZKRXOf?EgG3b^K>Ir@S)$_VjV7!;zW{>+&Mktd{Sg*V42TC58`)z*ox9>%=>+3p zJ_Ydae;|<#J~{yNIlSs{oPWL`-}vVFMTSD`Yp9_9f+6q}6$H))o{0ZKM>VvwVSORG zyxE~BK`gIA+{8(?vw^PA+-b3q>8CHWbM$Oe$iBZ~Ux<}qIj#{H1R&LL9CL<-7NQk# zwh!FZUA84+k4J6yyw+8pu3r-iLz^D~PU{5}iM^hvJCt;FHZGBXTUQ z%87mO)YsAF`hCa#eg2J$zKZU8&UH(Ph1!5kLru5R*&$1<0Q0#HWFX7q%@#V?=d~Zm zl>);|clTCvM4YF|_jpE`{lb)<*r%qqVJ(op0_EY7i7e&naJIY|+c5`(Er(r-?H#+E z9fAvnExpF=@&?ZP#w&se77`Lk2@(`u;wa3iP6epdGi<^!7m_|6w5W|VO8JwKCx0{v z=Bzm}tpi)ptpn?j@t7iMw{lo%U*m!Bg~Fl0#cjYwi#%HRe%7E8-~t&%M=GS;L z%i6>pF-_4%@)R;Y)luwsgd6C5>MHF?_l=uJX{e&X3W}Xx=&ONq`x2g zbkKCCJw1>@9&@*(P|I!Rj^SBAXSjXW-N>L3#+T;7p8Ql0l^m*}@Iyh8<~Q9&@O*5J z^pAn)gtMzx8BV~mMcNpgj{z*G6s&LK!!2a`uiHYLYBYhnZ>kC%hyngO0ouNnMS$N@ppO z{nofH$X7?sS_f0T6qEsTTMn*ME5SxSp32UJZfMJ?TPn#(5cy)sbMN&m!;>8W$Du_t z^WKLx_M7osuP`;z{0T()fFhe@i@G4ijIEV9*~K@B*O6g`p?(i@FfAT{NRYmv<@@gh zLL_-^bALaglMCQmP>CW$nVm8=&)*#U#3WB3&Y~=oA+vg}=keSI@?=f3Gf%Oz)L$;n zUjreM76I)+OLgzLnBeV_1AQZo)#9)2wV!VUlIHm{CUj7&XdAV<(!zBK(M9895d*AF zwRi;!=5gqMr)-+}+sO5G^*J)uqMc#{SijRQ!*%*?3k0Lh21@qiv=++s5kGk77i53y z)d;em)UBn?<_ULBKpQ>>elW26q|$fZ3qd5du=}JYm-TVp%Ythq^T}^_nvDahgpHax zP2ev*EErkccoGoV(gzgP{rmx$wI(?XL)X-uG2-Or`9vcFfpq*XMk+1aLqbkD{R}2k zXuTk$lhDRF&!73Vdm_nAWv)Z3XV@-bOMY)7%~AiCmVQPJfg`7lwnZf${tU+>$485y z6c8JK850c~|1%>X*wh7r59&Z5qXq<1UzSzO7dzKedM<(wUat+lI**^{cPe4+6k0l@ zuXR`(Pe94=OoJk3I06BMEG&i$3od`KKUzeM@f5<$CNz#g#HFMpbSinww5Bel-kBSi z<8NUUgBarqEc&0_?#%ZxNI{DI&PK)2>B4oEaJyT}24SWWVx+PM2p${_9x@x%bUbRL_?V3@-E3-Nh3;2~^?UA+>7hz2(wq@Ztx0MCoKxirUKlF?DNYP&zoz? z-`lCA(vnFM1Eck&fqFyF`|2J67sAskfrgadvAhdWS4JuZy>O2ff|+0o^#7g-ZpZt} z1k-;0KhFfu(3xK!*78K}){uUv+O0`-QCI-n0;{K=#0HqjlBrU=(f0!1YK(pQ@7iDm zbiV>DH(_bPLafG=fj7*$_af{;pxa_n!W1GgiaawK3iYF! zCe&a<(LJa_cGdmg3PkqGM11w;zb+{R6o_`}Lu)_}mvDrLjUqpEpt(uloU*-V8V7&| zXgl_|Y+D%hCtvk!t;5c9R>;D%-{S37TL;wlR2gF$f{JafB0I}N`M1b=CnG(?sUtkT0 zvq4MEZD6}%a|f0ZxFi1ePSD>w&f)}h!!>q0vBkfH(2 zA;1Ir8wU!gTL8Qd&V!*o$fnu>eUQpY?%hA3DO+x0a_80r|GObKs|peoOO7y)hUl0n z{xCUrr1eX{;7PuMzHsmY9K1^jfj7@gpbo4d79paaHI@R)vtcf%f53W)4C zGFC9WyafS*{i&cvi^)i9;3#s`I#x2Lo}1Gvx2}92q{4fIb7a)OA+!NK}6&^)R}fd=AJemM9!9Q*^WuH@|#@a$2AD&;Ff)*F!m>&J@VRxrYYBt{DF zqY-%hw_VU2B*cQ|;E4@1(@GSB+d(LeNTE<>@Ie|*Y~ULHZxK6y>ukqNs)2#ID9}VF z<%du7GPrhQcntXdx?%8la>13fz}?`pgOqHJ!_6v#yP*m9wE&82wm95&KRDp(uT{2i zz}SECTOAI_{T~4Je*vR#Kp|YiBRC)m4#0+M!1}A<0pxeRHC)3G9FPSE2*LqQaKI2I zH0JzBpg^_o!UJVd8V^D+paDIPV%~zcgc1T7@B~+*dW`{mV8kQ<01D#y1&M~Sz@^(; zbC6+$D1l20P9oR@Dru5g&-!g<)VJs`pIL9(k(!pBpUd>vK2zU*SQhrqR?FXavXrp+ zS{eL+eyZcvTV6lCScP9jxwtJHH!b&>zT55PWs&iiN>UZo>~2P4>#r-kBZJr-w=3+V zDhaNRUsuOR%7y_g+G)AE&xYgLa#3X(D~+xld!JW#uWoA)$lnAc!G2e62*!=Pvip-2 zgHo(pW|z0oNrE({>mJI}e%h{MTK&Gz?>HxVljmN}v#YN`8)?RMt5SQX+>FiWHVjS8 z_MdH*^&`x?^%cit>*AN>ev>TaGNz{ZJ__mHv)HYUuwZzBH=wjkNRB=WRtIDXS%Hmn zzpm~sr+=OyNPYvhr+?tJzqHdZNBO0-sT~Qg>7E6nAy|#y#2Np_S(myQI6)6q)`#~d z{Y#jeMI*u_At8T|Dk-}38WP%NbdQA(v$5zxIPoE_ftX*T5J}KCfOsrqP2~)6MPz=I z!){TK_wJJ89lghym|*NIXJL{$fun4W{RSa12QCQ)3|!u<^mJmb3mH@I;*sP=$Bf3@ z`8P9I5@Xr$6^C8U#|N_w4jGi0#pXVQfSbxZn@@0d9xT|^)w48vs~S{*somOo}5)?z}GJS=+0(LA)3B zXoHI%S($^c%knVAo4IuMelm8jVB85V$-l$xS;ne?qArJQa-gNXMdFLgAc^c3v)XfO zkdIQD*QoH3Dvb3BfjE!cb9QV3teg3%2+N@oa&e{Fv!R8-*xT8wd8gBfh{SU zxLAV`&riY64_XNGyE2&~gAvtFD<6Ypcjl$mF^(Hci3l#Z)40cIG?Sy^HRGeAHLoAr zGl_rep-|dm>6F`H`6#y~d|Epdrq;#bZ5H7$0#mk$^4F7+7p$NzAWF>_+ze%?SL9-U ztBS}4iCmRLE}KB`DV~I(pvmziUWO_*L56Upbe+^T7O8+s?w#e>9dZ_KyLybT(K>

    t*bWr)4I)28wl z&7lTT%K@fPp)+ByXv-~V;fxp{k;T(6^_t&^0}udwmz zT~;oof?e8&5fKair$!S>ZvyQm6Iym%R z=0xtJ=LePVMB*pbqYlT>(Vcr9Ciq+w)8uy-@WTkm3$S1*2k}j0-q#|!!k~x8Y|Q@Z z1?LS6xc%W|$K{Ov_9ycVlFL&^pSZPghmtJjq>xs&V$8Y__J=Kc(f8H4DgJPzqRa#s zW*elgQKQK*X;D4)9SSg;6UVmSx2~`3i{cf^Y_QS+=zirlHMCF|4DLU#Oq_>j^(pER#Q)DNqT zlPi;i=wNThCax1UQYw?;2_~f?n3t58VGI_Y&G*;@9MaUxW@;qtSn+Cz{wCwq1vt7Y zFCV*q?koW0b3h2CGLl#GX~YWxy?N4@G@+Spwg|pS2E*L z2w<;wWU$vezBAbTy%TKyju2KBgb2=F!6f&7Y3j@82`J8 zB(Uq|KJ^myPaXY5-8dKx!TP%l^x{9->61Bpz3&F2Hs$6pM0mEl|Lm}4dAjdntm&%x zaRKoZ_0&%JAhyhrmGrdv-E%FMvD+;#(ZOnKuOcn8-6&(tmt)B+YP6S|{WM8K68;iv z;B{d1GPu=H)0rtdKr)Aji8^J9;E1Ph6J)dekB)H~w@y}ejxSBF=~AXzsdqOX()#oi z-ufz7>{r(3?!Vq~NS~&9*E?ThE0K%+)90awNnBtL>g(zwH*-(B_D_e$xAE;*P zTbmE<&+h+>Gl6F=8sHhP@^;XGDA?ze;OB76%(Z^Pt#31wv7MS9j@${G8aD>sR5wC583?3kNZkJ@py*)NehYu528!X?{UH#sEVp|xEKCx^7=Nwo{3@?`(&cDzHF#*Xa3z5&qj8A3UPe|Y!*PDJy5)+eAk=fvZuI0j1i&CaE3YY@eymS zb<6W=t>v!~P)+NziZdmKA=w#l!=-rDM_%t#e5pxmS>+ghSE>}cJMB_8B1-15AGV*M zl;vLT7pJvc;S9geVGs0_mK^t-D==)ODro`dPTl-3DBsD>J&6EX@^gl8pc)3Ok9Sj) zevDl%0iEv34AXz>*MkOsaHK%S{8xD}jpby3jw%CV7iwK!yBh~kJ)(R0ck2Xy~($F?`#=q&z% zj(xawXH_*~(lgZC@6N%xS3lcVw!5AMUeW32#&n%>#&oOcM>>DP4xu(TI4Xgr71e8VvSJQ2pFoUqhVHL`h^gC! z!H#J877lzGa3@Xmid}4zF?J^gVSwqvUxJT2exI^<%af|1qt_g=CDD$Kjf2NSG z_&eh*cXqU6x|%$fik#E;dzv=E#_7^zcXJ?#H1zY=wMW@bR5BD?TtCLkzyj|l?oUIl zVkXG=W_x#yVJlEivzxU63tQx(b%9N-;fKJXO(M7zSagsTCFZ@JV6fCj6GNjU=P!uw zFGwB^n)wSNgM(uJf?WTCV&S0qzaY`Sphs}fb@(L+lPwhw6d3531)#~V*B8XBJ}w=K z(iu2_0GKCkCJxM-e)JUz*)?2Ks!~=~&xop5cyQ)$Y;?*TqW@8}ua(8k&JcN0$z~m` z`BSwlX3$(1+y=e`xDA}RaBt<|He4ydZJ>*QdrJ=)4u-4@%Cj^BMblRE#>8Kc1!}mr zkOd0)P#0b)oWO_qGC9+VkXo{Hs&;~OqRz&p(5P!1(|&Up9Y2i0u`+_$lnf;N#M!0Y zrOX8K9ocD>EWnf)SuYU7lLTfEL&tZ$OZ}%)j>$C<^@X_opJKWUTutz76&Yf&-Yo2Y z2vIGZQ^<$JzqzBdAXp9{;t{mEFSVoSJ5!hY2kn2S(E?BO88j9~N-1KD)Rt zJRIgqzKjkwn15%rHJcxRve#(ezKk_1ZwnLoNVew620-CXf;;Q@*I8A# zvn`5lK&36?2xNPjYzf?GVV6DnZH(u{X-@cf0-h2{u!n8ACak{=*pUU^65D@#jF72- zYfp>LwL^(3LA6m)645(c5&$L#`E$pVOnHAiI;Z!hk4A?aJT_tr8PxezkXz&6QQ=F3 zq5`7528JU?ico)dm9NfwQ%&(GG@qkOW6`M}vz7Gz;!axXToJj$WaDEhX1_&qdAW!V zLY@mI{Uf5n;_rLJV|p##gC`|DwnZA+KVEPCzT>d|5AQheXJJ-C`1ecc6KDVy^$tHu z-?C*nJSNHZeyViiD_;V7OPG-M*`5{qnYF4V;+Yvdsl0MOS&Dqu63fUL%UT#=SVo(n zP{f*tzMy-k()5v41<$xFax^4qD;_3ZrYYZ4if$WJ8e#LQbgr-`=QvS`oGh_wuCQF8 zZTzh4ka&ee*a zQXj)M);hDtAWMYS*E;?FUY#r=jvxG^OmY{D7wh9Yah!fKrk%yvRoFAX@kJrlNG1l8 z1BB($>EGXUnrMTP3(9bC3c*wM^=p>Mk~h@?_ptF^#4R z^oApL*}PG6`MIRV^5@5z&6_}@Di-RbJBTbF>@Z%@2i;MiMT7nfAch|g`~Nl_-R%Eq zoi>U%wy>kH_|>}lZj##dy`puZlV&?=HLDBB!fx<3)3>l4j_SWV4E|UnBQ@iD&-g|;A%(GPCDh`zxxSs)d!5%JsKr}zO8c?* z)@c(-2IQz8gh#n9HVp-uhnwGZBIrk(FDu0~ELkS*GKfl0VRK!HmZ1M{8h> zh1qYf#hjErdKotSkkd2M^{x}%Bb<50Sjsll=JDXhhyrsn+($SKpuk?0Tx_VBg;H#4 z8sA{5Maa9xeFF`wbs)4iBIlU$9^pCgX<5el!xl>@{%hGLJ+g148})aF{5`5Hb!WBW z+xznO8ZrCPh%nX5J1H<8-HU#_FI0H!jCteKQ4&;#C)d{zng9AcmHdHNOTN+Eyvx!% zmT1zPj7WJbA{A3Dc7wq(QpYz>kxZX(KlgktBJXL*`p)^VN^u{%_p0F}eG?{=otg9C zy~)pq&t|i}j`0gF1nOZ*)Z$aNZ3^k#igPf23LsKnB4Ob~{*!Z8tHzg64uwr$3A-0p zl11QRUoE7Y+AHx;FvT*xbL^57$?};)6z!f}lCw1~>}Op#X4Mz4)iJ#_ML2Tw`)`Xy zo=JG=hm1_&zFmS@Z5sy-|6lCxzy>Cw((-#YdCf(vy;^FSdV%krB{+{qb4% z<^$34C(`|d*R_2Y_n`PuH(T`n(J{31g@D4tp*E495b@|`xXPc$FeG4FUBhsb^m8pJI7GS zi}fDv-8$G&R@HWws?+OOhf!&m;e* zto){D%%;gfIb!)MFaB_QATX ztnyFi?++a%khR!QFiHuDk+rbokxQ4D`ZOP)h^PmRc!?ADX);DHvqy)wkk$M#rDT$=XI3MDaYSm$%SPGo(mus6i4G^UGzK|OkW2O=p=3oIq~=0gCLH1L zMezt1C)iFWEqnP;BXds;XVagJBYJvYlB8wz-nCFEQkw5l4t<-klcxrX6%oFLXS??& zhE?U$=xY-PwO&;&Ch1q1cwLI$A{L8^(HLag(OGD=RAEZt-guhQKW1X?D~&N22?<=Z zFEo=`n&{NN3UY$J;+VQM7A=i?KZ$|1A zW%<4KTs(I1(xB&9>aL|R)nYO6pz|q$s9@X^JHy*-2yn3~KNmCz^E7 ztFP&!3~J?A?o|T41LaeF|lhO%#(5C>ix|@hF+t54!`y zWD?DiZL~gi(L9nBZsxZ%X6ThQF{bC6YKsj17L`-82DUk}d&mu!Y*SX*y%rjL`KpSviG zqJ@5FCGfB4sidwRt2F6Ik@TUGntPJhKAboG?ZFNgX9O^zV@{OK_m2B9ron6F{2GTT zazorubELSkJIT+AS?`Rey~B_^v@Ao^@Oe{q2VVjdeHcz;29$ZV#w`v`X4Pv+m0g^7igLmCw9u=vaT| z`e9^xxKG|rVlu-^xar5&FJ0P}#@NOj$1e_^9`>Vh8)1r%Yl)#GVGxUM{D?$MD&|aY zE3cTJv^B_bj;4wkWVxx6Mo6MX7-P7d`rQJhBvX}j_NL$@{pNb zJ2)eA8qjZ*)VQil@p3UsQlHn=zi1cn;eXKXrhTMTx^r@IQg?`v9);!|de~h_LdmRv zvtyhjHHjhdR%e3r-;{EQ*5YO_(ePfn`=I(u<+h?MTfD}RWmOS;t$V`}sYiJBEhl=3 z#Fb``=p)a@Xrma+1v^c9 z)9vM7T@%@KfPkOYxVzMwY|Hg`?r%m4-c$=cy~v9yFl8ltbdTyn8OGu3EM6o0=1hi| zW0sek&X8NQ648U1oP%4weI2Mo#E6I*yy@xN6|{#iBp{>x{Vcv)J>ZhDD{)wk$stQauDveoi{ zpbg(k^@FVHKj=B-#>rhY+HBZ59jgqIL1}F$3I~Zq2*C1bF--<$U;7JB?P-lC6gobxz+p9roDlOqaJV*z;LWhG+Odybx zY4=N1j8}Yje@F`dQ$F1)s))#lVy$ZaLw^6m}f2H^9ps&48B|W~=f}oE!l! z3pN5?&Ya;7Pvu_9^O*I=DAmEl*Wduhl#xbbX!NK@mRMoB<=ibe_T`Q&Q313ZBzn!% zs2uiK5_uJLfAa5dyNH8@XapLJFoOFG{}K{F&zQ3MvMBlNv`CK$69So|1|*Y*x6|<% zPdHSXCZz0=K8#IUI@Dw9vsG$NAa38@5e!B5yN6fBKelBN{%Q`9fM6Y$k=!6qHGx-l z(6KfKgX{WH6V}LsZ&*`*xa08t!NPqkbop|8|0HK#E|3!ixxqF}90CN(cp?Oss9%KQ z!4G9~Bi&W7v|A}kRXv`C9)hTDmUDxsf?z=5SPTsx(x&QQ$8bu6zpO zOTqWL5R<1!OIvvrz3RmNHXXj*l+fk>8LC11fD8Rh`3Mklp30j3`rh*d7`LX6$eVsg z-lN5q;~~+jcvytX!v|9EiInxQ!BoOXh~#0_GoAajdhDj%9|WFKptsiL#vd$piPJ2N z1YcT7FZ|EBqMU#%yh$M-7M0@;Fnd*kw*En?-`mNU>_oa;S5)ZO zXV;`rr4nBnZd>$99l{8;7AtyCwHrUs3gH<>Jl!aJ(&P1n8Z_^1*~`0AYwj+h}jnq^ABS{%zbg7XtxgX z0sMy?Jv_pRnp(x60yg(6MeOYU0F`5liFUq+i1|4nX7;DW)wL8ae=mt_2MJ!O9q$lmGaIv-X>`VBIfmD5Da|&&Lx{El$qtaLe~SA>f~PN!<#)mVES5$nPh9EA+b{W0 zhZqa*4y`|+5Xu~OTeQFOy~+@on+{Fx{OLD@Vome}(fZt$EUWz@!MWJzflLhkZtUH- zlk_%IeB5Cpp6?P56{$i4f>I9){)zfKRWv3r}L_EVNB6Q#2?)> z-P&MkeFL@YZAlo4Kv(CpMpPO9>fD)7nvQ1wYwlIS2gN$$dUH-puWwM!&ddg?7pw}& zh}vf2XgaE9vO6h)o!vMeuec=K)-$IJJU+D==rAwI zY^E={vzqT)9@ch)SbnjtX(LN3-of7e8IfL&Q@r1fR7LPQQ*~b-&3W{*qHogguicq$ z)-Of8nXM^e-1OfFqo+~C;_Hu)i7v1=9NttVx{98@nL@dZPsxg7Q?(EF=Pp`bQPf;T zX*Z9YT~WlF$s7Lq^Vb7c0q_2-n0cN`L-i2*`6%;Va4y=!W`BOE`&Dgt#h9Snc2|jF0 z_7&i~vi9 z;*jnVO*S#kC7@|JtWR(=nx#$gnaYT2iy4OFD4wQ$Qf#`M&Xp<1V1Z1prcF|(W>@BF zwi%g;L0QyF=+sNSvZ#t}G&(r}kxE*!7#-wq2j$D8DRh1O7?sPU^5sqP#pBIQ8;SUJ zha;@-)u`wb+>aO`>8nT*jHpcF_;-l{Wl@z0{}LzdHNRuimJcoCCJv6@YF;)n>V+9d z=xu!P?pdiVBAyg7QQ>__Oc5Q(t^LJCxjvb=Kh;FDlN8D7Tp-V%_?|ZmDAcGxj-lR8LgaGZ8o3BPk}2A%!A?R3v!d$A0aiZ^Swe5k;K7&}PspxyK)eTdW0{2yDN@^3b?ng)_9q=y&eE_G-Rg1it+ zlXNVzu%3QkB&qt!FecQG`1qr68bUI1i0kk<=^$Fsd7KR&ILIM~kBiJo3vpe$C!JeF zedWyp8}o{wDqDrAyuNhI1Kds1WvQ2?W(sH-tgk~Zref5kecOU%SENMeJn>5o)vaPU zCWJa7gzziNDTbJd7-@v&#71(|HRyNA&0SSWUw^Wtc8Mkzt~x|IO6Lvo^5;eLW+agktBdZ;VWexaPJk`e4Wb>f z|Fl*&7G6-}y?^PI%)>Nb0I#Cf;ZgTlObFgqa z&1=6qjcb29{n5^VH`X!E(|o=P7o-u=6D8K>Z*m)}d+Fx&o+dx2xTq;Jt*ved;jm7> ztl8_4$0T#yG0mDJCTrBhVq~6A-{O`!{G=6y9w~TY7w0L%@9r5s;R8BMVJk85i?)H&siZMY*5eT^eki}PO8f~@JU8z+6C}?JP}K0U7T&He)b1YC?uT5c@*k)& z7Bgg&B-HLb3}BSE24sH-sLF9AMpgT%XXBkXK7jD&Ll8VQFIG%L?pP%No+~R1?yW2^q5vTHevsbfeF* zo&2gnC)Y~XMJLASL>$`dsvGT`eEQtJ7$}uN?j_TtV5Od)a*Eun7ap}1o+^u5{c~M$ z$DpGmY1!=tx0`#oq2}8#PLPZ`4wijTV25LF+Mk#Rmj&R`HA--AL?JEZO_KA^C4~fn_O9b^W@N+rtit`8xe*TEar8f5 zHjVZQ{6f`yE}p|D=lK0$@qkzkUoFlH37YoAXdWVd>N zn~}6C&D7;}Hqu^+$tf(A7tEm z@Mq``@u%qzvDdg^ zT}Ra#>_-2ZAv<@tZ+7I|jNnI^*qugf**xZVZW4zyTj{I zOyH~?#OlI$1q-4|(f)YarYD*Cy>(BLouAyQ?IUj#zAsqx{^gO>LVbMQo{A|v-=~@G zZu|n@DqEL4RDT2ck?F+g7xRIZJ*jScKHs2D3qH;S8i{@e-qq3jFvN0jm+e8k{$ussq*loc^Fnk9l#G-X zVSv~3-kB+c$IV^P_x88i^HKJW#XNE$C4vUwzj6C>B*5)Xx6cA@PbCA~F5(DrdlSU%3-W;5Uy=cCZ*ll9+>Yz?{{^>$XP|mg%ng|Eo9`3A zoECKuI0BQRWLO?N3y%4w2f%dCQ6swqkAku1bl@@JyA`hqm zJRBVG;UR0-dJzG_+kiMT&#eLxf88EL{B8e6{8gUjsdbB(*#uM~ud(GDIu*hSS8NdLAe=_`Nf4DF2O=Ll6+NHwX^WZ@TQ&f-GDUg^0>01%jsT@&-+{*dthj53fyu zJnrQQGG`HrHIMI*qo!MoyzCUpq)mkN_9+H62`SzuN^m3Bqo?SBJ4cnA5 zL>>)pns%t)h@;=y3r-zJnMTDZL^UK(z-ii|PG|n{Z8+DGy+Gk9IL)!1+L6{)YF2iX z`;@s66a<0-L|cT(yQ7Fz=!M9JnzBzjKd?06I~!4_`?gAQU%w1ADceQtYV+=pdb;xN z8}HTW@1>5=pv{JR$j1&u7>u)3@h08wx6BXxgp@9ox919q$2j~kmfBMsVoule^}-yDSz?Bd0nZeGh;kpFZm?UuP5JUT?p z!nn6qa)(6cW>w4Zh=8UiBbOW_%Kyl>$38VNkN0`tDoL8K7E9XF_%&>lG_lWtKD*Vr!%QoKlVju5GPH1!h(D`KT{bf8(7RuI^_M%Ov%Eckv_4Qwe z%gYI{IEc&clO%maSE7oTk`Ei?7SReCdApcY#sAs!+sW!?1h@NR?ThNn=!0iOTA_cu zQ((Wh&B_k6h%`ghThdv7wE_u4)RyXa{(67DDD*M-&_@Qy;XL}@+m~@s`|}_BG-wE% zv4O-cNkpNVFslwLq5-jW{pMrSl{9ieJ9wpP90>=f(!x8feN>7pco<`6}@)uWF{km;x+j zF8sdxkLBX38*?c>S7{c#oy;zmRHU_ z8Xog>$qN%|$HROHWVbR~k)|4LIL6H-A-D}@v`@kt4k6bLhk{2KBThphzXap()fE$#38wiYjxkQR0(EUB)wrrP0`yaKZ9HgKjUgd|5!TGg zg&?zEZuw)IMvSYoX;hLNtpK?3FyaE=EP^aK}SlOB{Pjb(Bn6*ISNyhW-$ zNCvJ*FKo}N2k;B+3*KWtEKkL!qfckBG}=&Wo=@2mZLv1`in*SG6v=r!h#;5dwf5@j zISch(pk%Vxwq$ZP8dI)2g{jZW#+rd2bM^&hz4v|AIx!Ci1HmejK|H2?r}yB0?rrhS=B$A_i7#yA133|?R?0b#0*s*ZDYEdwZo4jFjCNkEbtX1FQKFXO3uJB z3djQA3i^-*1`7I-Uk(&}Mi%HP_!4@!l-JmNCt(tEYB5%xXsSL|4J02cIn^XKxFgXr zC)TgArs@T%NovF#j31cLO}ANfrXD-EyLbz{9(m~T$|e%cV5o7tk2h!_SJ%Y#vY|yt zEW4YT)}E8Axpz*#v*+uSW9Qh{;qzu{{wb%nU-weyDjDqx#v4OP{X5CZ4_vAxg1e6A zhpCt%{5MUe$9Qa5(k)3H2dmJP93Nn9J7R2p-)JZ^{igb@PuAsomFYjemj+)rGYy!! zh6v3acN4qgZ8j9q88+Kwva=1E)df8zFh;bRhUH(TmKAu~NSY1EXKDts|}2M=HqQCt^Zh zUZ$5alpS?30dy=wFBV>|;C)|Lt`OA)knXa#_#dUYUgK~3ozzu`n+UqdqexXEXpE6> zgDuEq={dqP|AUIty^{?<6fL98j@wd#*x} zquD|e3;N-LbeG#qXwW5KVmwD(1@5I5x1=}XqE6$(p)&{n|@wi}4I) zm?E6cLn7OR(yWVKyf;Yk#$P_WC8C|j1NC)Ju^xAwdT3EdPjLZ|qw)|ZtBNQgGC8P3 zf!+5(ipkqdp<$6d1$L|Rds{zLvrtt%m?xTs3A(9t>eVG*7wzLExLAz6#lTr(`_fP4 z%*vjei)f*Dn560QSvLgJ&i@57`_<=TtU7(Aputk)L~Fx!jUvO>y8D7p-eoG3h{<`o z;cdE=D8xC^X0PLKj;I!nWzvd)u70YStSgwHW*2$#i*a;QC4q8IRwRaHv;cs(;Gp^< zIH>9`C^^3kfHIyGJ^~>1$fGR)QiOvzSO&`hh~clMLOAI4Ur-!e)AVCVQ-h=QX56#W zj629b_8!53yUe&?4DuBy`~XHp(mn-ef&2Au;rB!S>erwLifyIf z_Yvgsfm3IA5s+c(aBq$yWanh3TOy{Z;D5|d9>v>kGgi5D3R&)$+UG`N$qx$~XK~os z^l5+#qiyA_TPPx~P~-LPcpjyur81Vp6s%ppG!7IeGc4MyypK*~(_2beZzfgcFRJgA zbqBN$qWy8_(e^Bhde_Zlq(X24iA-Qw9+jf}cO3BjFcy$LHmatur!5f=@v~$Ukl|u} z5l8zaEFI%l$v@>mpuY&-uabO=yj*GC@9H!pLM8E-S(=Xlr^EE`bIgS-x)5EUf5wyv zwIGqF(GPlTy4=3Cp+F^1Ne}vLLeaFJ#Sd`#@DQgv9^@{dbZ@mMP{@~w zd2H9Nr~Ow7QbxpL5Ou2FQ?uC>$sZw;}99)BH86YDkx_pM^HU zJ}9E{7SeCRrFM6ih(LO(<@3ge*I<-^0i$yx`OR^Ss}}{mp{=YxLjJKS_A?MuTm${_ zcZ;`MZ~7NbzOJb0X^fC+HIZkO3dQkD@tkMShK5>hf+&Cw&RJx^zu5T;qEAE_V@it0HciT(L067P^E!V0BjC|8=hE3zMr>6xg! zXv>7&juqEjub(y*&DkJ=!6bNVII9A04UFkT*ecxBWa%cx0^EDrvY0LeFd0Jvy4Ovt z@^G4m_&z#87Yj3t2+Pe#bHa4RAL{UuAIa`h@nD45^|J8yl^!JnB@A&ebw!?T<5sV4 z8W;56W_UV31470V^Hw(L5d}#2co1Z#8lYc zVd(e0zP-ZQ`^6Kex^2S?k{QdOmWV=5ydSFc?r-uOY2SUh>yD>r#0VZ-Tf9K~H%Q9&kTsAUohYKKA2O!1_2RdJ2XGi2Q_nxzj!Vn^)(2ODo0! zD8U=;xf0;l5&?^ImnF+ASASrR*R!b}F~mOK{`{F>4)D(UGe|+uq3!p>*`T#xd9pQb z%aP2{&N0)m+@&FQQSkZT>P-E3%+Hv>gdikJX2<9x74Sc^FYEGH(6~eX8-yg;2S|*d zk5mZ1Vy3dEk}&HtKTvqDVD-u(P$guv)q3$9{QJz|bB;+aLr&*e2bPRw{8!1!jWDMM zTiL_f*2%lGo1DY5e0e0OF|q)8|F-Jt>^4~yDgukgw87%B@@1Q@mmS3)%{TjypbK45r3({ZYtA@2%*Q4#Nz`D*B!gw*H_>7F zfoyhKG21*tEZv$bq9hmhaxr;c1%!8*&EB|$tUpT6uQ?dQ4>gr~!p?rfCuh1;@-FNB z!C>1qb!?u3-i57*+=T^ef%oYHW43XMaE5JVQhn|x)Fk(QT5s6bi2EUa)|(Yiu&8i+ zHfD+$HgaWp; z;RkOY%zRSd(ppq~HiI|i=c4YMUA>2n{rQrzv~MlT*H8T*k?R26c+l9r_5ucb-c%H= zQHg4vY|PEN@zk*TbDCFP=94OS%oBG?B!agS+~0{5Fi%2}1#;s}k0USzIM}h$BEKbV zUp#yEYpHhmGs?_m*)!9?S|5e4)c*VVwu2q2zwXgO)m>?Y3WZ_h zqaO~m3|YjoXM54z5A!;IQqadHcu+1&Mbte6+Q=vSf@!Ti;)UcXjYOGUU!q1hteyzr z(+q{k2=~8n4iA5@bRTBj?c&7ZvO_~T6f7f}g&O85gj4n2W=XFYq8 z`LNGjb3L6ecR#^yts9IH!*8RSnr~!-(LEYtm?iF6e?0A~8(5oh-_o}_+7)q^xL9oL z%dLo+px^$pJs6|^sr&5)3WqpbV~n>GhpoiJ+#y*1l*tbtyLa8c+Uqf*K`9B8tZ`cf z%!qXnbG7#Ta-!&2=c@01$+-KT)!)OWikCLM`E&Td8mD=n%YY5o!qA*#+K(=lrz_n; zRv^8Djby{ImC;YIB=u&AG{JqHi*UJPh9VrRY-it})=GfyK2acxXt?=fxBK$@;t|YO zKDlW59cK~5^Nr#&D42HcZ2bcI60&V>jkN21fzAlIPQ@RuZJWys*!EmsjH86P6kdH; zR%6n2a9Px`-lW_M6dHXiez(ax{Nhhnh>gx#mT5!jpm2}q=CQ4vQbHUC=Xhwhv)LsI zC{+eNau!FdZcAqjwEIWYTs9lXXK|ZilV*@&x_)nxoMJQ@3^SJz!8)XN`t^A@m)_$64-)EPfz8fR{=;^2z#wqSDd%AOL#e5HMRZXTynEZ8r+=E+kE7} z=;Cufj%nQx9ls{_7;e?=XWkh3oza_^0?nW<_Z2P< zJ#}*QdMkQF>sLhS&o;TQG^jEfi{$-m=F><|ml8$E-N06*voC!5eaAJtsrQLODc%kB(r4fhDBVbAFYof%Rllj0c zYsT``cGQF3==X(K{pZ9bU#JX!r{6J=JG`TR*e_5+kwUn&&tR+f^m~cb(?sYzR_(fH+%lz`8qRj?{YN+!>m0Nx`hT@m?;8|86l z`^C*PRJ)T=K5{aftD>&KR(z~}lvIEHnj=oJp4z~|XSfxK%HKdW;qQsgi$xbhY;jNWv|t=cP#oM3FER#2Sy0i&nkS{GG4{?Mj$5#9-P{=4o`wDN zA6LxmyMM35HEuXjshIuKkTTJg8*5%l=lE?i7&OU?qTF(#HxQ@VEKOaMo+k4BUaZ1A z^D*1FN3xByE!G|xdP?*1r+DKos-+&yWdHm=bFT4($MSILMden(>zQdl-Sd809y87c zt}|{1F?H^DbMNmA;#2)E^4>C_tESx-mhNt(L%O6JX+b)rK?J0`8>B-dq$H(VDM9I$ zl$7r7ls@yv`?>e??7h#s-?R6(b3V+hxu)Zq`CT(>U9&m^!FN%j5pXkUh+7)WQ*-`4 zxF~l4iZ2jd7of9ETFV2YBi_!{u1rJ!@3H$@^DpdPK>lxHw~ypMuv>)c|0i}Q^Wmag zzwQA_TK@vxqLk>JZJJK!r}X&N&5;RYoo%kiRpW~`%Z16V30e>=w>;#5KsN-hJ5++o z7|6J%_Pg7%wWo;B1zD#WoQzCxWsra#7q;~U^^!94lw4=LU&uY)KfwC|#XEC@F}mE= zkNMg#;mkfP;Vva+mpXO^mOWpLL8*u;b`b93mvXl}b$YTCPYHjB!J!?MmKigAgQ$j! z@0*&#&MX`8_HAZ9JwWk9HGG22*WK*HR`{q8|+vJ48P` zk8dJgGF>)gR87zgRR+h&RiWCEb@G#co6=;S)q$Entq~5GBe;N_yxh)Me3yO@prbd~ zJ9z=ib_t!in76Az5J`@e9ikfnH}1(Uy#<%+Sl)S->Yaknz_6y%EoQjEp^RmT2ICXZ zA!ev;bb>_0li6c5+V<1Fs5EiDa@1J2%D#eZO6Zr7VCH8gW_H($kaK$c-D*3FSd-RT zlcfyw^6sBp*uzp^C+we>ePEc*)vheluBVRM+K5zCXP(+x7$)ls{0NV}rvivY2w~IN zCXC6Npu>$#r2a8%&8b;>j8?wNKKk(I_QBYnaPGkG9-o&Ytf|BuKI5X8n|9KU<5DLu zgIF?DqiJEvJqeFX-L6q`mB9o0>!3sk0*v-B@Q3v^fKQ`CnL$i!zDW4e-6^ zWyD*n)sfDirywvUZgfRCm=6bijl{f-k_uqDWI9s!_q>iO2!x{_*^`khFA3H6LAQtG zg1V9-tT+>Q06eeX&}?erMUt-??i(U)Rb{R|R=Z>C6lW4WyN3`?FqOC{WjC`>%n-l2 zM-TCYTU43TAKN9r?^^QR$H8E2&eOJ718^Sk_HQ_6z}LBY$#+tQks-yp;HxzBG~TY6 zjuGFQ317z(52Y3lg+&-l>4>*U29T~3mk0f>I23XT2I15?`TvM`4hA9#E&d@l9Q1LK*(JSeI_kkQT$BTzHC1Nol~v98 z@9!%WzIt)@YgHK)ylnTz12=^M-oh3 z=qnVQE)q|Lpw6<=ok;;;O4nvP;DbR8{Qg*??QSlXu^7X^V7;Ua0+`!3G5$zkSN z-9dC_KEsxSRQuTZ2fJqjEnz{FgD`7nTSI^5N$=J)W=47in#hp3F4o0v5?7@)9#!UD2m3O8T=xl9q-E>1GOd`4pVBU#iSK$c7UZ+30q) zo7w1owVMM-v9-(vi$(*c9aTDUaiPUek7X64$z&bc`kEoLT8lRpM`%iv=rW6mlv?vH zPn(bD@bpIzw?a$NW-la~ebkTEaiIOB_yc@s z4o~(Wi1VQj$%%slb&se5cs{Kw^wzYdFQ(am2 z$+X`X6`L=+oX12*D( z`vf(ImjT~ZoVww3s|3rJv9W+oHQ2O&d)TD|9cu^l^hiD(63DLHPD4ls=wnwemi<&j z+e6*e-}@Jc7rUFQV{t>jS}L;IHli(%<4Wh<}QZ_4-B z8AOV}Tm@ep+N{jIJ4Z*IMD-E#!9{g`e>jOH2X11<3V(|cD$6|RxjnPhzD%J;k1xvi z)`Z0XPsW9OpEgQm22n|aCKl; z@p;N%*iNba(}@NpA)?5+N#{?oGCw_4`PE+#p{x{anv%>*R}JBDP4g}5 zCtTJdjjcS+xCT6)K-qxiJFNdgL;X{bl~{$S+*vKMW5)t*mLB zu36$w$d9}`ZE}e!%Zz=yW97&+tM^5BY17j7ZApoNo#i)2%d@IOD;J)mO`zi0RMrZg zd1?MNlkt1_9>Zv&U-aY~9O9CTd|2ym!>N92WaV#=bza@^22@ShEsIxWrdBHNvH7%f zx3TD3sjZxio>5^4Pmv;{?;;cIqa}4L5jQulOT$?S_qyf2)7+8dMSk-JW_EKy$&UT% z!&fW9+aI$fow<(_1La#6yGRyHF>*V3f3+9tDnA)2JkmcT{I%S;2$a%2w%E~cpXl+L zc{@$Z46-$;l62u3GN7+e3am{#mwY`7s_D5>&@RzMC>(WqD&+TWh zy2NuVFEYkHHqwMzlIw#s@t9Sw=n|z8gBp&9E^0XyM%s7)J-5(|k76Ovgh{TQz7Xk# zCLd{-<`dH3CnE);CzJ|684L}WB~2zetfhH+VC7Sp1FzTrWY)e{y+e*1r1h+qUX`$& z43l#VCo9K#48Mcc|7sWPz8}|ei4axEm^_!ZexHofdg6(JbK*4-nVj77g+Uw!>$7f> zQbsKF7#4RUC+vm8i=(YDQx$Iks+YK#F|zn0&XUKPIE@VX3oC27O6dpZAvJwE7B-)W z%k(E+loT$mI-=0*OO7kO7QRuhkqPwL^w#k{h6!79wk#YX!2Gc_Rv8;aTD&b;-#!;j zd@gHh?vfEpExhGUp(L>XmLDrxF_@a0uFYjwGT7^U7B}x~A~{nHXY>l+K^rgcc6OpH z2Yk7vmf#NU`60#2!wr6;>0=+l?#!C+g=dxBhwJYVm3AK*PuO=F{>faewfZjp6q==Q zp#EtN|JU6ri0gmft%BiX%ZG7d6&4EBWD`FQ^#Jn_tJFg64;~oq-g%RYtZ)KpP%uf#vb`N!+NTC(qahb-@~! zP2rG?;*YIq<;DC1#6739Q(r-w_i!i4v~e6;`Gq2stBFQ}DWtf<6p z8{6&uNNy*ju@`rERY}v@&v$fUqgYI~eOr#HfpPu3y9VwB_5f-!b21V0OJ+{x&&p=+ zOyl|=^+KnFtzQx&sbgHHj1ut%vbaUJAA|#?Yy56R1908RzcXP@Je{v7SUys_D;#aM zngP9PV_;M|MuJv+F;I#_Z|N^$P-;!w^g3z(#%{<7`v&6tG6^4nLp7f*o(#%-u{*$S zaE`8<*L+-7e|vZzg93hchi?sz-lvNB-uYcbD-@E|hAjbaaE?FI0VT@opx!UoSMqSS z4%wjpIa`MSIc_Ym^#wPGe+~t-%6A5_z}+fv@p<5k{fuSXT?0dq$PV7*ldPP3cI2mE zf(D3#iHi0cI}LF+s;H!D8)y6THckn0F^uu{45a-Q`+?z&A&IlfIS+)8=9sC^%_!mE z6*-@ziNl1Np$H_B{6Wj_RtDVmzE4>Iy1{2``f9zemr}QwsC<2pX%-o8qA4H~mRd(GGUp3{UAamtTQ%094(V0-i?i-=l zwFGcmZyhfq>NSA!sMjJ4lj3K}N(UhaD#BxBo`v9BqOs9$OJ3?2E+u4^polYPyWeEv z62fzjn`A)5i-(A#-~TyA^`97fe_~w!iO~d!arQ4kb=%oVS|E@6kl5nT1`UjwZ^faW z#C+cB|5kGAQtozk20A)9q+t8sg`R~4LG3c*5_83&ItHK?EF{Odz%Lx)C#*ms0{Bl; zSP!H1K?E=q{Es5Q+#4VQoGJe(@hsFm%c`>XQLufRX64F6qCZe(e>Nf^@=z0Elx9uy zSK$VYx=S;})`uy6>eod-)21?>>R(Q}f8@!o^0bp{=|U;Hti>vh{-CKBkEd{?DZg%K+m5$$ zyAs~+Y@kWsm%F0n`f1H*K)Sko#HjyB>Wp2-TSYjk0q*s26tUr1OdLzoHfa|bc_{kI zuw9$Wt1g0EpVgb?$L+>1j-r>?$*3OM-*eTfW9kCwB!rj$-%^0ynR4CsvkBN8G=lQ6 z8@Q>^IOsGSX@>!*+)A@h6?IOMcXrR99(vmf))#ve)&lz{ths9C6ZZIbPk<&kJTUep z;3d1gT>`Mw;=TZ{&;MkOlTy{d0GEV9xM_6z4-0rc@J|`p1ONOdL11jXjt{@huXWsH zoIRy`a%>$jEEc?*v=+aS`^ZIdU>~*BheYjfd7!g^`n?nvY23GQ*grj2^Hb+FOEu5S z=m}PR?ookhrfJ^`+>#khpjYL60Bv2J@QgLdEE?Mvv3 zhvo_%ugEG1koCmJco{27=He{L4usp2a$zlH2=huYJWPgim*Haiw+|y&^Aw_`hP3Hp zvA;G)lz#2XNDicc>$#oICjI>j#x`INwwLbwv-yB<9nd)1eo;uay>)sh3>aTP*c6Q3 z*6F(sm zzw7XCb<`A2r)hIGdcHMbq28cDyurPkdTM|%WqAIt*8ISqYW;d>3zyderwlxB3K*gE z`lAk@dLM1wD2T2sJhpl6KeuOb;h$S5-J)2_>uur9=s+Fxad+>kiG-x8 z!0oxrKsjUw#2|@o4nWcrwcD0ik^NbT4@qePI0P;bCOiu zhJ?9>v#y9UzEs_cgt>zAW8kE%TL4ao?C>7Q4(bru0R@N?EdmhPAqsevQq@gLY*0CR z2|JflLY&yZd1?-)Lfg`rV~Ae<$n#MvoS4g_4L=}6+yNot90(D;euXnA;40e1v5Ibt z^tBqlmT(okM;lT=h>%liPrA+G*9lWD_|%ArsVavtxg+xPC)gSGKET4!0{L}0*X)P`GeiorY6Oi6UT z7=hP}cby#`DP4J%&_FgYCBQrBGS|~S&BCmOW~AT$Ipi%p9A^-1}B%< z{i%!UoVhfTb78dl3)?UsrINkd#nGmMqH|v^yMu0nTBDAp0=o0^ls&IhRXgJtAEoOp z{iCT1u2kE`h4zcn;Q45Og+2subsM}c4tQS=UgBFT92K_Kb|f9hSe<{2dVZPZ@aJd% zRu`P^*BUrS;ddWek#brQ$Ob4-(54T=skR~MLtSQeN^#bRjNeEthKSu6LW>MObDR>Y zvb?E)KE4+?akx@FIrOTVLm&L)br_&ehm%1Ded!l)%@=T!iD;^8IHFmHAlif5d;hWn zA!7ADdp7^wO=jZk6KoVag}kJ<=J^%jSPeyC+U`~YvhH2Y8N!a~r~Bs=a}o|K9?$o` zI=X&A=p{4x1TGzCZu}Kwiov1E_qBa$Kfs>9+@GGH3ei`*5AD8UarN-^@mmoBLcEXG z>;kGGBhHH2#Xi|XNYo|LCQuiNBJJ4)lN*9AG=@7kB-@dRUPHA#JI)*4?o0*>Ro|JmG%I?r%T(e=Jew{(EL*Q-Ydb6&)_@Y()3RXLWFPj$GsisAQW?1-zgjIJ97v=3zBbcyz=3Wlh=%;(h9qA@JQ zktul$uJHs?IQZaxvap_$f)2fiFd@Ib-c_4iWdT;H4qUe7w5oXngi}fLvfokwXO|noJ@-1lQxRo3R`O`LKR+HdZkjx@ zLv;Pd^|$TFncKYJdTK%G2*jG#=M{GN^SASaORTSYDfY!?vHhSK>*?-b)$P@8_%Ur= zMG@MfZB)Zh>sp?R!JpDlz`Xvf8~V(BwiaD{J=SdeigMI zqdcuB6LyCvH?xH}LjLT{%rxRhkzC`t*^f7VYgG68lJU>J=zd>mvg)PYm+cza_YO$= zm={}5O*BpQskaB8Ljk@P(ei1zR9q^ml}gr=T%GjDXDrC$pMbhMJWzKJ`TapxL?O7@ z*B8fsr>QFhne{kzE~4aHR|YccNwEcGN$~>bQ+SOL@nQ{g6Vzfu14QdHSV>e}We0hd zLiPbJ730Sa47BA~qc7A-;hnPh@tnXvPOTFAZC%P^H9L_fH5#jk>r1abE+Ld7C*r|q zNi|=$!`Nbl^QHRF*!%!dgnd20=se;4$Z(HESdK1 zouY)SED0VSOgV``4V|YC!cm`D!{f#%@~9Q!AHhfPh16mv57tj-SPRcSKTO7qUw1HY>&ROfd8Y{^PIyrL{H^wJRhNs+Z~k(j^3K1$Pu-?btRTO zl_^`ORbRdnto0Cu622aXUJj`_cxm5#g@ajFDhlN=B=E*yG2g|JYFDQq&0e^iKt2Mq z?(^tCy#afrL0W6RGgEtf&-~J3Ud1urk={lzhvi zc+eR_EXc4z9y((P?#I>i7>BEGSb5x!xdwS5YAtajD0f&`c zh%R8L7LG;sv`$pAKsATlFHA8{QuGe-YT+xSDI%u+1^hSj>^4#NQ$fqunLoF$j4~ zEihEeFdg~q6vS#VRf&38#A=$P54i~Ggx`Lb@~XyODOHTsT)xg%C9eRFbI8NQ&$9R- zvfMZ%1H-26m2tUU`_m&!+OFG}!`#GoC9E~rf>=Hv6Nds*OIlaD&6N?k-NB#TxrtLB zi(_S&sss(mK|yXmMaarJ_WL0*=eDlhtFgW8Nyt(1zen`EaCDKBxT#C-H`VJjeewz? zJ|#-wh1pXcj+EZ1j(>O%r9AHll%4;=Kuz77;vThXyv*@l1}8R7s0qXU3RLaHoqTBh zJmX-Tz2awwDb320C)7l|97MhKaPg+IfzO}Xn*2P0*MH$TAIU^5Ow<^5YPu`)6|Stq zpzzwAr`pYLYvtF_Jj#9N`?N?ICGg(?ClQ@+ed{^b-a3TX)tS!rcsl}&?%CXowcfhO zP`U+HvW(dVcX!8~<)z*-Ci09~kq=>)7PPLv+-7L&u!P>vV8$lRhPYR+@}!oJoDg$N zaC||>deb8L={06ZST$;!vbZ=?75UnJR7Q9j6*d@w7Wb-DZD;18dksiPriPbS4fb`> zInT}O_UyD?StTr_vJT(VrYY22L53Lv;BIS1li|UQAC}t{4vO?JF)<-3%PW6Pl!9kv zl5fjEoiw8JjD{L#VNbEFA^buj3k%ryseO@EDKkjx{B4f9|azr zdr_ixvr%qGYQy^Fs0-d1_7)NSz((=0d6f9k@==f~oJ9j2^LW+pWMEQxl6K3hyb8ok zk1>ye7;Gz_XJW6al*&4$bizeIz5eZScg;zgsC}Zw#8Io61DNPPJj7p9jFk3OLGEpZBxb2k{EiC75o%%nV zryIIjfWNKFI$V^+yG5ou>X@0$v3z&h-mk0DZwu?CD3AHQmAF?UwmtYO~T&0nr4Wj$Y=aFoE2v6VL#v|ST& zvq@R}L0A@w96-b<@cpvL+Zl#3fK6S_ARkrl&CIbZ)ZBqsvr&*(Pf^dtA%6CdO)3*% zz`AOTvNa^D<&*;g4MUNAKb`Oy$E-ZU?Ap?!xuLFtg*0lR*WSPrGqyt%%hLVHUAS_) z#1R|flJNyW@S%}z0#!S;Jr*U*8I?GElA+JY-9vp4@31t5Q6Phj)Ea+?=#H5I<<`bz zgrMgK#oI<}M6Cx?9vrk5%Uq&8p~p}cD+yU#e#?Tzha={{AV7~fU-yU1Il3L)j}u%T zm{ccoHI55rG>VjU*z^ibe`GtXJb6QFE1zE*{?o)PjgRF?ZTOgpLE6)rVPBHx*4!&jwKD%2$eS(`i>!bwNKAXsL${1@d zz21_@;>?Yq*dNe+C~hJwK;bwQk5@PL9xp$IRdY%jj2J-&*Jxr%ugGu^-nE!kx#|Nu z*8#4MDG65juWT>@AW{GQV;SG*Emt=!*T|*xD$-(9IJCZF1U83?xLayYa7=EF2~`4T z@p)U}5cnbQ!vxs}d~RJ9e4U#}*sa-C_^-AulY5#h%F{VDPP1$#m+{ebs{b+M05c;r6`ALkFPndS}FTRi)p8_rfs2qTg=8XKU|!r5%RJ)_{vYZA*#~8oS+* zms8~_GF=OP7TqRPEv%P6(bQAuQY83nLu{aD^&zU5u#84s%7QkNQG{tredJ|te#C&> zQw_rjmuj33i8sYfCE&Ajj+f8BM)b&a;S0U5go|CZTIPta2=9K;^n{G_GWGq__|Wj~ zelMOp(QfF8Xc@;)?2JOXplUP5g?I?q*qa-`peA@iZu$1lz z+0o+X$*jnlj?{8vk7&Y;UbiqAA-evGNd3|$_(F0feKJ1?y#+bkEG1mw)JGBObSR5*dvckcCw@T=t@+|zijrI?gd9x)FLj<55)3J*7sI($W%mSc#==N-^*heG+Lk7R!Y+1Z< zkkD@R%~5-t3QrD0ZyxSWmF_kE-3JS0k&RH}rqNN2Gl>@e>I#MsC|2QRp_y2Uvv z;lOBPZ+kPzZ9sH__6Vj7HX`%;&K-y3^D$_t;Dc#DZ%u5C*d4-Tw@XnGmS5`n<*!WV zkQaY{GgW(Cl-uovc};mk*5MmgL&qUG6Hh31#gNEJ! zrL}>!wRQ!mGIB!vktgAnk-KZ0&f>!Otw5KSRyn@OPil?LD`7%PMPOb4L!lq_1o~+; zz6E<77-(la*H+;g_wPa!)CC#3JB4L(@nU?KF16Br4ZY0#qlma5FDz<=0V-+qR4M+pTrn1tVDkW-4nz!?nlLQJ zd*I6R1Af!ZnjGRsh9!jA#T6P+$`g}}(uF&9+#SmwGS?kKv=6|e3Osl-){nqrGJTyR zRQtd!ZQbF|qw3G&=+6URSPwa@xyWKoBvfjlJwJp&&7JR(3!{#eu2#@>f|Xl zLzF&DTEJ%(jNwZXpL;9&E2!z0^R-@s6mxQ94+Wm=t|f9=xxpMZfOdTy7c#fi9Ci)nn(gTul=H^o1 zlzoLsu>Q2tx&1TiuamBCM4GptFVh&w@t#;$jBi8k_bt~^ z1em}9b2MAP(|Fj>wM+_oKFneuZp7)-C>140r-`BdF-CNHd@F-oqrl5o{UbWwBwY|6 z1!K7qg2S_5h6s3dJ$xw`#tbE72VVMS1H3{$pEZdbjm_9X{nP7P$+Y3;V{g%O^eyNF zf(1qxsKJSlZPjMeXY=d%zbZI5fq?Z@p3VUfm=-^S z%}ZBD3nIva2ubzapS71KdQ8G~sUvA^qnZEmAj4mtXjzU|(W}P9t2?J=Z0-&O8p=j5 z53$ea%xZt%o0!EHCjX*fG{aZXHWrBsjKEvRVJQ54@ctr=a(dffNf>yY*s zW{JlX14~cPIi17eoxo@n~3UzAw76sL1_T zU%IMw)@#sxAJHqEbOqvYPngoFp61}6fvoL^Ji`ynR+ z@!&)tMJQE7aQD&+B&f?DqW3b${m&44b*AIh>g`tm-2_@9(#I|U*(Y6G1!3{7+c)a; z0lnEf(3wleOAs6L%Ve84V-hnq!@JS_6dVQQLU#WEu+K{V@(Gdw#{gK3h1ar|ttL1w z*Dv(`M(wJyhNeHLT~*Wo=S^T0&aK~mOw2JDe}EY~<*9E-(5S7z?4Hn(5SzsDd(e4` zsZe`C`>P>KU&{k{N5yEY64NK2)%HR%|MD zdAWI=XvT2Y;fgjE#NMb`yL2GVAk*psb)mMGPt(1@(LtZWfOeAh<_?At^C=22I9USI zJw&Ce;-bT<`ZjzIcpY-xVPQdpA`G31A}mgT;`40NB##YIR$D2GWSVy3Dv*AhS^p8E z45Di3d6-J{I9&3kzgslxhoIUHM~rEF;qolwesc@LUzgd&sN`Hx`|!+;FfY_G;YXoI zIaIBsv}EeOS&6{mS)ningO^4PO3yl{1Cg`C4)w1Y3bl2WM;2l&%2*1O)qOv_iSJh_aG-uB0=qhLDBQ_&ck(=y2M;$q*2^p@(&y0EIR00K97+;;lnNqKg!avKz z=2<5kR;ezw7$oI#AfgyX9VzM%t18M(V}oJ$@9n;E@fV(-koB7ps5^=fsDpul{S-MO zDHbx36O+v;=d39Ng{G1kHm98W#DrJ!4VA0JOF&`fg|kDvdoc5mj;ZMbZq(mD=}~g| z4t1;+1y88JL2SfzHX9zAr=;wl8@P^}3zZ7|Ee4AgI@(tNwJ#q9UteJayAQVW*Vwt} z`||wTi%lJcK@cKUK1#rXb*(UH9XmH8O5|DRT1;qPCgE8`lF1lKi_s|zA%9!@x>A&P zb{^p+EWNY{Kx;RDlhxku_-j3n#W)=8*-TcmUUu|6`$8|{j$0@db;zt7Nw{R3h0h_r zW*AABeOe(ErF;#rn*PoTk6Qh#CIYMPN~aUi<@P*w6IZ?T75Rwavrd6KtXn)lP&^Rm z*bfBd13~tOpn?$7ff4dhN4$7tvm2G0UQ=W2uaPn6GP9OzJ8B^aZh8reSNB><9{93w z_aO>pj}=lKa;fHqwXDcS6GIP?amyhJd5_^oy&Em0IQ*@WM!0mjf}^e{E$giII{14k z=)p+$z-hEMJ-57JzOjEsG|odS=E=Q&)ZuS6eg4#&0i)m^uX7<92zK}CrxWwG2jY0D zVJQ9{AxrO0smKM8g?C4j4+%bR= zO|u&~UPyZQNi)~AC0-|b8cNBM+Y&*j$R{wui}JKF?s?mqxgv&zU=U8j3ND>>CGbbd z*^xZ+XQ?F~han@kQpa#tEmaX-%&r`y?}}S3Vm4mb2jyYD)G-PE*a(`_NJ#ZLXMvKU z1W8gX$u$5K>ZLvf^ykwkTg0AJXpa+l3fGqa`|(%k3hP;_E<9O^rqz0<&pug}t^;1U z^}DlBUJh|mZi_jwv)lbXlMA{!@LK^bCc)KYq)* z-UBSkQdp1G8tdxPup#pYyd^r%kQmX!B6c9{F^#szQiJm{ae$| zXIf{9IRr!AK+{%5AnYiOlA;|g7^`KQ@7c|(wA*{#dAqE98jlE}CLXlrgCRjGea*_6*NaM^Z zL_MibBUG^GrG4`!KrQBpMJgd0`%|#;jdfV~t1w~Z5vy2&?aG&z)%{Qtz{?8j@y{%uEqj6N^9XD59j1cxj1 zDr4%MlV133;k|y`QMhN0h$x5cNoFFQ>s0eb4IF7)xg@KgX5gyBcJAa;R>>z9P?{RNe z3l5cM!fQu}GE+UIX98;DDhuA<^yuNVU_zB%@DhL(X`oC8f5oEF~i_^b%G?C}(>g9R&8o3P@X#j~@3;NZy3VDsfN*kr7wFamfm0*_*dhdGD!L5Ree7}GGB z1(X2vE!0PXM0lSdc_W2kUucvTszU^JZOSYBx3*GjUpBqo7Cs$+$DoE}=x0q_B!2h8 zNz#Ewqa5|6OXrrZ(85}LXB?55muz>&sB^qCm$Ev2eL0_v`=@^X(IV*+w$ z`Mvtp#>xuaW&PqKZ8%r|>Bu-{^B_5Om zF0YCtdxnaH`e|b!C9`?kezxCsVCt(;g!H%^>{1d;Hx9KTG1O#AkCs~KB&s4;i`C*dQhH>Q%c(INU(_JJl`_L)+Ku?L&)G!yay_@h#M0ktq6hWMSbYjioq(N}d(P%n`IH zMQ9Dv4B~(f)O*JaGumr20 z_L7Vd$OyUgj3iMFo<^@QcDDnfg)2)Cc+OkO$)=`YyjCNG3z@XKntmoSy)tNYeBHk@ zTx#6EqfE}V?h=+3H-pJbT}NpvZ7VVR+t$d-roY*1f5z(7-Q3~4!Q+#In1%D{WWPG~ z+R3h)#q^|Q`0152!njit#t{^8-+TB`Ep4`-4HOGBIC5t?I zAjb?&!hrMu0~F6=6eCowJFiozz&O^xIF^951>dvZmc)I{)Lve=lxvw>CPj!0_sqo0 z&F$vY5RVe$re0?DY3&hv$@Ua9bAReqJfrT9_s}j`&*&G-5-ZFRxwBds7FhA{L}RHw z&3>`FC;09=0#`28f$xrorMsvhX&s=2R{^J^QH`&yQKdtnA!Qk$hF8$ZoH-h#9&DXi z3Qhob!jh6$02F)S{d*V&7;S69)jF5(=`VcdPtAG*R<|Aq6a(CqE|W~Klq?D#c{E@) z@)SY)U!WL*%_!0jklYAP5#7MfqcKti!A&$r*l*)M!ZEqhksFnx!?w{v5YB!P0^N-l z0o_J=p6`ay0)XJA$oE0!1Yl)j1uL6ASlM>vh4^F90Z5Yokme7>c1KsSycxjPf*y(c zA~Copkxr}|p(Y_4!p9wKN-vK_8Stt*3PnN1GHet#FNAMk(?gFV|K}KHK}qnL8)-@_ z(ny+@(|ys^Ie*0r_8&ObX#H=%ai8Ho;MmXAju~b3RgB}bW_gY%M~R+v1@y#y=`YbT zWu~3TW1O#j+!qDG8u&OW3S$My%3X{wSmTnkEAL4G3_Io=`^vjYbyuxKjxM)X3j07k5VdYm>%V^q?Kmbj)1^$Vg~k$S>#;JTx3)CoZ3apV+QeW z-y`0A#-l9m4=dLFT+OIr$j+DFQMJhU(g-tZE!n74ANE!C^G20gs*afwL8#@}o39l}z45VcFlgJ@N8RF47qj=xZjdlgqCu^y&IxQ^Kn5}M4 zJj&Nh55+m^iB5pLy3byLvj2qu6`6-*RQr(8tLukcoBj|tRb(Kfi+o1~l=ndVig@Rw zTN+nQFVeC9AyN0uD`8Nf|0w|) zac91hPjV4^MlasyaIXz!-CqQxxR05RyMKzidnoR|Pe2BPr@rs#PYL%A#r+{buiyV7 zXX<`r3TY6k7^F-7M?}UDyRC8*F(Dp@C6E;g161&G;iWZzhX%x>6L<)-k7`B!BB}iXf$8Ma&K8_Nv%lYu~^t-rvie*niQE-JQ zPqaFvUp{{hUmBxUNGZ=+-@EaAJs=lIy`?NsQ6v0JObZ+e>8LNG1KTi*p2)$Uv(P)N z^5V(8m6-HnygfNOQVZ6ze^d%BD7M!b{J?wnzf@Vf;Z`qc*5Ln^7Iqkr0VAu}13d@FGo%N*+IdYR?wJUHvV(3;{wOFaw z(6C^znV+pcEESFwu~^j#{~%@rX5iV*wNMORd}1&kOiyuK?@y7Ekv!mX>4=#p!jl3^ z23S@MU)$=iUuWCkeCdkf9v~$BE@BYke0r7d?edp3;X->J$P@gTpqe4!>zn2AK48LsfE`iv!%>0O5)=J7El-vcdzk`|mIfj29j1VA6Hy}#a!rt-f>M!;F z46?h`f=%>q@|pKT!I(SC#AVtcC`;8zv{x7=-ij`yEK>FepwyUZ@GEtuwCvSW2n@TA1+`1 z%w^J_HTK+sf#)mh`0f7n&}a1v-DA-b)wzSwduBP8W{>+XPr%#K`=R&h7m@d(OsaF( z0ir0Xb0&eJJ1TQ7>o+I(?#;xde)vVg9Fw9}W3GxNeo2K58aRHMg(ucR_us_lXOzx{ zKG&d>U73$hSDbEVN|oI0v?A>`Ht0cJv&zAN(*Qhh5}@AlB~le?sGJ$^@SEer#@yNY z&r-jn%7!xmKh4U9L}5St$_8#Rzln;g1G$%(ZX+%zk$Q%xVOtmJ=AwP1Xcbn+4w5`j ziUG|eVUw#XVKT6`D&x(GY%3+qA~7$hr^g>TrKbEk@bx&DTwbAP%qd#Pzcl&Qx3qFP zW5K^qx(59;UU5*3b8A)7; zjCBcVi5$AipP%x{e`i@pnyfsVs>pif(V(Nz#9U##UA2I0uGYvK%zaK^sw{I8r~ozP zLb>raPzU&BT99yw}qZyI)q??z?P9v-%&1@yV`B1jQ0dIKm<(HYLYz zLvZjagim0J^)abmg0O3jUlU^p8z#E6)+m=S8eQwAGmDy26E2c=Z~St|2x6(czDu?v zSYVDHbMe2co!wdJn}k2BcgH0<>b$SxquG>nksBsfA;saME_Mpk3@_$XjG3Mo{efsR z{+JHIfaF^Z`3$2~{7S3eoAr2`@1N3;hErX!#8_Bx{4I-8NmTc@g8gfSS)l!6gjO(| z*Hf&sn1)R0ru{r_h%HWKV-{I$-#ToLQ1iokkuaM%d#*<3=5+U(bd^Tx8utqf`orjZ zLiRK5`(OEgVj zDBfT>kUVQyQ&d;dn-ANj{HbC!HdS*dr#_@-5H=yil+3)F)XIr6v3F5bh17rYg7WTK z^UNu0t;Z?E!eb-$*NEfVuXgKSz8>e87QJ6W#jG-fVJ#uV4?qYHkwNbPVzUPjoyiu~qK%qFju}6Sy6}Cs-fn%l>iosS8P8lZsn$^YeP4gZKyTZl3!omBpF_ zw*Hot!7~_YiSaHm`0hDPvYv(dTuTZs2gVOIiqUFcOI<9}`(DGTt*EmyCGXu-RlF79 zpi)au%QuVc`uZjU=QD37($}=*;QpeYgtPXY9{-EEuMUf#m3kT%Rn)4#6CBi+esD*FA z9k~-vQVO2pOb*-+K$lE&ubVF|vAUP^Y0U2I{{ zk`4b-)2?a{eI8r$Mow};0ShDCoSgAUe6OK?%yd{w{Y;SN2!S)lf>M|Mejc`jLYdY& zQ6hKvR>fM!y!VTc-{!rJzrMLA-fwyO=9u~J-Nc3F7FX;%+{oyh3PBg_TwFB8J|ils zJLNrHU5ZiR;e*W(5M*G-Ze56<5G~m!h$;}qD0oDb{XG1+wU^P6o{(O*V!s>)Avqd3 z#0X?`l#{KBksK6cbTsLnh)ciZ3tKM{E{=FU5_X548x1#*_ron#vR@F{k*NVn*kCIJ zH*hyo1@#Xk8*BCTlKC{@w)8yQ66KMrmYmplC6uN*N-^jm@Okv3Lvv14*Y9^;Zul_$ zK5tV<3KTh^`_!g~hlkKBo)ckkPQ_uVM>!HY}J#`}IYHI>xDH`A6q9Nzilv(<4^0L9Y0_#j(E zl+QCgb8tt5eT;Yq_ipCJJex6K382Ew`xE>Fk0K13h8zEs`X;QR7XIb4fCOq5P5ziS zX||E+f#R*|vvk~ePeN}Cf8aH9BU2BC2t4tyO#t@I(_3EfK{wWz%tcrWk0kk+RRVX; zZ{ivmK-Qfzaf~3!SGa}z8sxyUeeS?t2|VDptUBZeZ4$<{hd>~I0z6=S%YVPC1Bl;< zfDZXbKDMO!CkwNp^tE<@+1yZs zh)G-@p^Xr_;kMYz0Zd7NvZ#zqO--SI+W!Rl^CATxp@Sqyxd>W+2ofBKAhxjE z2wmk~G%>v>YSL&Vr?~m@CXLPp6iQA36r350>l0?!FK>n$dwOo$L+iKVkH1`})7d1* z9zHy{fL;aZ+7D79cxDzYIlA>hOryIsH+sS=nCI?5tK&E`H>Ry z7ZDKEohAy7yH3Pxk~A-@1AqsA4hRv>QP0|}Q|gl`neIskXkQ~&tm2zRhxfxwuw zpCewI%e|8^CUX^rs}ih!6%|D`>nA67mJ8dxZDfLcI0S<1tP@FVs&(B80v*{5w)%M7 zlc+hY%^n8h#*<=LYhLz%Am1%z1%-_~K@Q$4o;%@JiPDvr^^~tI&Gu&{c1Fx!4{+T# z5fsyDsgJlMqxfRJOUfeL-{R`l=mM+&B$%EU7NoRs=?oQcCwAlCFSs3RE0DOw5uFIV zGj>{p@*o;hxWOx0O1ObPKMC~a!0+n8kJkRs2X`)Sm%MsD_cu<$l6!iRqEwy&1C>{F zudKG#9yr7=D#|mezvU8D3k@f8L3|Qc1JFdOJOu{bztYg*CH~^%Jur2dRYe-;9$+8} z>L2>Rxc(QhzzBQ}xwVk&*>(y@zqhuwWMWF2APe6b@;+mUe_TqMK$2o>q=8Z;{Ootd zp0Ao7Ik>NV6?K;Qq;gy9=3Sb|<=Sy6ietDk&QyX+hHCo{=?L24_onVsll%;-J>O1z zwk=*ove*XRT8WbfY^_p{k5q^%zEeN`+@kC z6;bQ0&*e-m+#qUbc~3Eu12+gnY-neTor8;pMo5l{NxyaSC*J>KB~TL4)n#uPUNPfYxNmx#c3 zzV!;OlF|Yxz+hqW++vy`V;H5##;bm9M{Mry)m2i+jDdY0{PoCMpOYs@o%Mq$4 zp4}{$;>T*O+M;Q12G?~sF;x{dQ;cTXnDMvIJLX(-EUjqMvQ)D*Tr4^A3uLC>F?)WQ zc>Ddb!%*}v0NlUZ-)aaI?RCxk0}Zvg|~z`L^Tuu(Uy#Q8B?}z@FC* zoOC(kP-qX08y~^ePBjBFQW+<-f2+8vPSCwDTJL4?>@5THMsa zosL}lOQPo}eza});`sdJ+TT|72zvSI%oiplX)tN{hlML#UQkX~lIZ3+H@vuIFzpD{ z_}KN!O3Bq0RX~FvKATyE(`LG?l&R@e45?er8Ei=ROT(6a9eub%q^fd=-fOz#xF5Uh z%f~R&Wbb-Jfs+GScvRnA#@snLlcd`Jm@M;~sZq76>|&B)|Kr)TZ&W~me=$k6|M6Mc zH@IQ7s^H?f&Qz_6M*tv;lV*%-DOo#{i$Zln+b&)^l8o7rc_$_#HiLzo-QeSiu4anQ z0lf98>_YxG&ARUvh1F!49I9t|oRXyr8SFrYN)prB)PQQx1y6(O@rIfmt)q7A2}2&Y z{=mmW<~d)AIJ#wG+P!>Gw)FA;tPG1 z$2sVY?vYR{vlXl*q{Q9gjF0OkN*62<^uOT*gHq$tx``@)jL=tR#~5`gJ*vTvoK5+k zTP;eVf=UA1n2KjAdJ1RJ(+)A#Mj&#ZxVRE#W_@8J@8rCah~Gwe+|82&)E6L_MqyLvvFfV zOfop>jzIdQ{#|H_vA|p2pdwZUWBx8)LsS(ubggGcSLd08=>nn46pAaaaKAxsFex6= z3GS3{okMlx+Nfl@N~=)geQDrvy^TSs5*V#v{Y-kcJ~{X~AL}>DL*EgfRJS4D7K0raeCPNFH{H^4nrY2+37tUfzZP)XG)=9?Fe3DWzkHJC>Nx$r zZuD9%rBaj8bn!3(|7#sH(PiDbL-Uh1S?CF0u=EY_zVY3LEe4@WuMWD~m>-oiOUKEz7BC0HA0MLg54&TY*mYwA zN0nite%%O092LGIMaqZze$2sO^R4tXakSGmTE?@b-BL_hR=!bnx^IB#GK#{pOPN*eYI@__Vz==VXq#4kbp>rX7V<^jNLG#wSOf>$H=q zE&V=^Q`sgd&!=C8#JoCu@EYvFLYL4^y3v?n%HIHj zHUc}hqRhB&tnbwkg#aZl8HMAW&sm;eAubA+LE%!HwKMd&3GSYmjQlvgh9P|D)OWYI zAO{N-t&V3828E#~Y{Al5#OVSX%XJA7l=9wX;;i_!f0f#S|*C>R5Jv=^JS-- zzD6pH&e{*)oa!qtSs_9;RG2rYY~7W0=vvcD&Y`Uj%A~l*N^lLFC2vo`g5w^(3HT ze03*97QSb)$wMdAe%ESUGn6-x=P>9-P~esdaxM`;v2byswOv5E0JvfXF@7^PE*xmozy-pOGUC#&qsp zx6BWOan9i;U@sgptZ$}1%6DP4NbY{22TFR@$5c_SuA~9}+0?1qyS=xW(g0~S0(M9Z zY#*e4CgO60+Z41ju*XGPd5JHA+g3apb~>J09@b>oo%@HoETTte*d_aii*(bkt9hft zNefUPN4VnErEOd&&roQq;!Ki&G?*OWGqA309E+G(9@pkU`_aPfABW&nCJi1m;XW5f z$N)*!MvkoZXG!*Qcy+=gS#Bn31WVu0a^c9t$i*`z^p~LD!DpVi^7&gU6C)*eBQ>IZ zFf$XNaCy0rTEexpEO0HGFc8W!a&l2EN`-;wF5~IsJwK1BI8r-K=k+dOfh09I73XeD z^w{C{Pt}oi??{(O?MO{!;E{VquXn)0jT%_zCI1kcnHSNUQw4M5&DhJch0|NK(R1Bl zuxV#JCqD1G^03{pK_B*xW}dw0b|aaO0)Dy^V4Nd+%qa%0$X*chD^SQ7<1d!KAq*lh zfY_@X`7@wG!ALc($iE>g@M_URyr6$JKisU=lZy&hl70 zgLcYY1CdFfMH6UeNU(3fU;}-q4G~PLFIT!G)XwCz{}PbuCK>pwLO3#(r}G;`=RBK<^f?G-i!>Zrw;1uhrJF*;{13z#L?22-!KIYsipmA0P*{vw z28ev6%n7!BFS8u?yS^9@)$2Ii{=*(;OwPI8^E9!7uK|5x3x4$EB`5?$6M}HGP46M#^*Z+p8K4Vz;dcVA9;`0u z1PV_0Isnf*%+~;wnPMoSPf-^j;n$f!KXLa))FOtgRh~1ih;Xo=jk5ug4AI1J+ zLD<25emw&rsuodeRX0M%DoliO1=I(KzUYRigX#|h49PHylvMVoAv4H^cpzzgT#-Uv zB84O)h44}%E1yEL#3L&=6-DY>ij*~lsJzYvQHQCh1kgTSWcw(P?f!Rqq(La~5$*e% z0cp|aNJZ=?k=TGG?5VqO+_y>ZV z3#5^nuYeJnZ+)BurWl3*WUr7$jI6_w0Ehsvkqzc^pbrT|Dk7&& zn{DH;UmfV1s|}L2VHvn`Bk0AWa*$4r&#lhS&-QK$tD_v-TGt9+SInIkgjhrw{y2w( znkULZ%y&Y6E>~g+mm1%E0r4)s>4F@Jb3S{rQs{$j9wFA1XL}-tZXO1XVCLt+Df0W= zn`TW+^QrYx<=gSr> zqY)p9*MP%y;{M)*4{YEAcIBU11AFhS7y9hkZ4B=@oxER91r{e%z~aQdSTTN3jUKV_ z-bLAG_=zj9`+oU)dw$5*RaRpK5cFr0ALd(P$k7wzGl$*b1z@Y5&HZ~)(N(}h5E^=X zu~q(WAL5n;ae&i*Sidk&rx(Pl>H6Bu=yC9qXr=iOvJW@M$8v1(vnR!>%8aJ_P!j77 zSSdk<{fN6^UzsC_r!$GqlDu7DEW`N3^5<0Ytiat>-77{-)7S2!o-{v+J)JBkJ71Y# z-%C3Kiu5dfsu8tO&a1n#AA<|W%L5xgV<38Pj<*x6@EnqvniY;?AH6gw7{l6f`?>g` zNVDv5EohyLa1FSulLVd#6bOg5AWi4nPmmZv5 z>j)D&3|ba0$TI!VlT|_?PM#g7{LT41x>oB(sT}(1cdT~50c9iT#~_}om}`3qr!jB5 z>`pl}HQBhsH}$?RH^rst4$t>{9$?(hwIrj#{nHGMAjkTOU*^hcy;&t7@x&1fE&DnF zY@6zz7#s0B9gOUDqk4kPn$;H=sc~$bj0R$Rf?0~2Mno0V@2Q{$@2JqIIz*`2*-S!G z2=7Nv!-eNV8WJF2i-F46tU5SKyd<^hm`7I+X-wI`{I?&~X!fkA@zz+p8k)8v1W<}W zj>5;%D^$48o#I)r5+1{a$dcYtJSWgge9eF+{j{LWR^57&5kvEcgoDfUSvEwYTNuI% zmhd>?#fU$JXm#&FbPa1E6I*1}6Q>XiyfX>CW24=@VA?Vtc$(jnW?}CHKgWc*;2h!F zF9CJX#5HByD*LaS&y3xk2%im3H1(#3qkZY*-gsoB#~_bgN25X3c80BR6|jTzBNWUm zdg;xg0Q)&g#FX*dF@|XG+H-i4VQV#n7yQe9dO4X*F*L#Rcb&s-a-HXzR5Tso>Ti&O zt)#L`?JMjJ{q-54f+AM-dx7`hS)gm7z;ACWmi>=_Rt!)lYfA1b)yBwFT5Ty)UO#*c;$=Qjvn9?a=4yjD`GL zwL76(57DvnyU?8d!_eIe@99pSoCQVj=@xP92K|C`7k=p^ zr471~?#=}=mO!TK*XYAGoGeIFzU?@WF)v)!J_RC7LCx3%RYQ8#Q@QXt)a__ChS2nqpdSX#S<+< zv;b>w4@v4q8+v`6+U@Qwba#4)&g99uPXr$!J)qH%M0X)pGN93sggo(Ph*CWOtllnI3G{U7yqF>^&zL_b+oYT=J)$F?djMX33nO^3M@bvCeV$ zk9XQVYT-|%q9aS*!PM3bD3ukIb>o>!O7APD>ZLA7o~rpo+!e9pS{MgWj`+2Bzp$K| zkn^r6vil9C5xyw8j`ti|5BS-T&Bdr71^C!C2Ghak8zpRM3W_#7_zNU!Ku-v>QH#i%3KRg)&@=@jgM#)7z$t%XL@;E?;YYZl>KqSMnzfj-fp7e$HTVLXNE$w zpp6O*f<_}=YZlwnzEV-smL&@#%qo;Vq09DT>A>1Ux1XbBr&E)C(KYyem}YwFVdJKT z>S0e806hgA21?6_jZ}L-CoPUeUIoQxt3c8gc3bvCF3U9fnZBx1!v?;wrsy0O0Y^$wed04Q`qEo$l`(~Ju z0Mm>6j^O+JIFzx2a%L3LwhHX7b^s*trV4uN{bEC&2Rr zmi2h9Fj>;yqE7PfxRkX(bts4D$NQ> z%J&QMhF6b9mN{9`(~9n&tmniA;D+(zcN`l@VygYXTMc)UM13iVH|ga4Y=}pW^a2fb zFDlf88-;K)>$AFVAk=QGY*%^U+To546@y>g;|cUeCCpZ%%RFzFRYq zNg;l7BI|6s=!Nk)s7ap5U+p}DbCRSQbsjw(i+S?S7!jF|nfirCr(TEP_crqp%Aeei z>R1i?oY-=?g?U{@7ko=zok7O z|JPmjefFO}s_UnY%NU8e8W*p2=M{!Pl^7UC>^XYtbW-;pW0-G>4cdK z(rOlZ8EmJE(PW3oK1OBGQTrupS#WsV=Kj$AQAyjX+&`U^v^KM|TTi0w5pXm5V+jVrMw;HewC&wFjx zug9JboTc(iw3=$fb_QnIB}(x-;;7%vhN#2zJ06t81cVXU))!|(RAG98$820iU@yt4 zgOOUPAJ4=t7B3XGAr{$f0o}p6^oDXK^4Wh=9UV%qbF9vD0mtLl=9Go^k74o#he^13 ze6pU95>z3n-Sz7#Z9p$SV07|v*sN&k4KML_X_Rp4f<4Dj1U~)aGl?=6_*k%ZW^fTF zYnzQgw-#N%=W&E`;P4hHZ*OmOcrW{eZmq-w8d>$nQ*?~cQ;0(MFUW*mtz5DqnQqkE zkAp(gSiELU&q>h+P45qwjz1?xdlEv)Gk;NfasrCP6`sMqmf0 zP!c`@;NwAckSdU1-)oy3Y)4Cj`D7b!3oZy}v7s7_?xw%&kq`&{9HJbkv#V9@5d5E5 zAT}BQJxlMYa_s+eEeuG-sDvPEKrJyy#dQ8C21P1H*?Vdh>(l2@z(c~+l^DYgaMO*CG<<3V-EQGSoihj*00ttLJ&FgBlSPb7IF&NGw>4Q^F>4S-y zlD0;CH0cI2N&AS`(0%&ucIPwjN-xK4Tvql;n1CkkvklZi13S2dlE`~cjbnYPsS0Z} z08ufKT|OfJt61+z6a6Kg1n6Ffz5-}A7_&uDrUu(J)@L=^_WKA?DOeu|-5>E2>5cNW z;sOx*N~+rbb4A4l=}omrhW)n3u3IL{uvTaWu5q|v{eJ9~_n zA3>=l;B^<K@Tj{OpN+5B5cPO{*L_xNZ&%kA_9+&@bf5#*ea0P7E=F!U z+8sw_H)@wJ2w6*~8hloAvlv}ldV_gyfj-Y78;JJ9L0zSCoM`J~_Fr(`Lj37%KU{YE z?~2<6c5nzK;q;!$#QJDa6&|W5*dvswFl|@q`W&n5TI>712?jDjjVU`0+6p+bU7I_| z9^5G_iN&{}iNUWgPD9DBD^ElD{dW1;#${oj1fq>u6Nom72aGwXT#? zSTz1!&0f(r=6Fh6IR6rY99RY*$fN&({-ecFur8FAH2TXElC2!USy>uwiXSNAdAxh! zJxzDJF@uh5BXio|jA?JT8SlMa2`hFdK#^Y{Ly0g0p~Q3H!@oHs0trS?y{0pN;kD;4 zJobJ5fq`HPVmYw#|KmzP4w$9B0!&(aaDTlv{-EikcI7Knfq)n;u3I)tq-@?|U-y__Vybi zpRahn6(kFtAsPaE5Dook%dQB@CHEkDk4UdpM3p>albGBzUyKu#kZZc>tZOa`0ia|i z1KL=9xR^VY^|mo_CH1z=&-rwW(*r2j6dmb&I&+`8(TJK*Rwo=@ zd;h#F#;1S%+KPa<=&#mRJ2=hGg8tmAtxu^GAUz* zhLuKeCMa3?xaZu_BqNSWttCl(kyy5BAI4jM?(RW*M%4sk!`*T+J0d2R85nf391nc| zYAV%HVfb-`pG$QYx_v)06)B`UhZM)DsPB<+X{BwmxxYF=FN}xkO_usrSIkI+P{K$A zQ+uZJr!C@IjH?E(bKiKD{dvkC6Qtd51ow(mBP{G^Whc<@p*h7oDAB)#kgph&-8|*h zYqF#rlaaWmi)Z!8*N1a8qU;fm3N0ibj&ga~V*m0qqwM1MzC(Klt1Bq<;n7;Qxf4E{EI?KS4gttyMXnej z=OIoP@?B`Y(G2JiM&}FpK(E`eqsXI`+uRMTjTThVUc#P-ST4~F&%RJhu0+I*KD|R$ zwu#aYTi5@|p@K2-Ms~*q6b3co?y@yP!DR7Bzv^>AC1qN9tRL-w^yksu!np=l5Jt z0ps53r^=uN;1*RG6b#(>DuXr=LzbwlXkxNz9Gu~D z>+W(Q9*jp~#b9xw3+l-gskl*WR9EiIAsO126pz)Y)cDR)j*`uHnd}(ePbxxupG^h{ zj(85~YWSGnBv*;3HCjg5?M6TL?#A4@esFM$lGdN^*Rq>Uo6j1(%bhnNUs{x~T}|W5 z__5Wz=Ml9kUvAMA$$8qP`WB4s^r878gE5hqo7rno`PnRV{W1y?bp3o1rNl=|TC-}e zwb$RinTeK()XDF{Jk5|~Xih5EI%J%J8RC)*SL6L_npb0oZ@!Rchcl;+O(-+xYT_v= zmg7H(V!E_sO*3m!V@f;%PYHVi3$IGYxv^##Tj zTL$F%5U@;jpm?ACMVZ1|d?{6BE1CfvyICz^b5-S`p(Jy09O?*JoX3~$#@-p7CK%2@ zMsUQYDx&J@J$KGdO+Vv@G6kL3Rece*7|FYP5kikuwTBJ13igG48R4uklJ}c1?0W^- zqPgy}Myu*uWzL%wwenZn545z~>=hrg$y>_PlbqEPu|OFdDNW=b;qklLH?60Y5YVST z9Aw+}d*4O9x%|E6F8MZCI0YgsvdGh%k?ZR8uJtuD;d}~ebwn~ha64K^6FiPY>l>w zdM$e;Yn6q44dXvAcxFKHUoMNffj*H6WQ=K12OJ-o<(Y7ah85=FJVOdU4Q*D6iH?6n z^ExDch^RLEw+pYXEdBsK?$n)B9hr^|B1SJBY{DlP-F8)sqH|no2~Co*J{{@_{i#&y zte8X_L*uE3b6I%ubh&pq7xIeenTj;OrQ5IAs?~xU<2VM44955a|cb2K_qDMu(Jss*}g!Asy#Bnw%jgR#>?n0g84>y9NS` z`h$*hn-pR=#1UAYqI;ypRFv}oD1-rpJ2*S&lSCsp#Y`Eb8zq=l6OIr~OJGc7Wzl2Eb_kx<4}A&#-J~5*%<2+8z$TA3Grr$P zS-F)~EcRV4J-o|DeF?W<0(Od;sL4#}%9?uF_WY|~4r`(VpE`?~=Ij8QI}UAnH5+@r zdURUyY->12rG46a^knsDl80~RDjqzDyVMZzm3{YdvWNg9^{dFSv&8Giroj7l09a?u zx9nGOyDVeSOYm#I&E)zj9LDT>MxmS;*9~GQW}(!Wvz6|>T}dVGz22c}Cu$-maHFyN zd8rn8K3LhJEXn%)!LPtAufSC8j|7ieopQ7l7aZzcck{IT@vTT_r3pC#W(EdI+*jd} zqT?3Ms%N6+2Qi`#UeKko$IvOwXq|0W4D;32#k%C-xYI%&3I3MRPN{n=yU^V?(_WYD zl6SW%TDPog<_f+!rIno3ELExPGNHSwM<3oJo63;b1)O&?a-Bx3JJ)gSe#qml8 z@;C!fQ^R1I#2aU0Z;Qm60JAXH+{Z$?!uP78Vu2jjYINDHnUWTn;E&CmDA-~?BFW9p zDd#iJ?(}nvHxJJ2^H8(b@zSFOwvxGq4LI4LIE~} zt_a{Gp+|34_2@R-d6W7GVgUwz%D3s{z~vo2KjlrvMyusT`ry7VqLxvFJbpwieB;d) zf&=u2=}s%Q+3QNR>Via9>fWCik)7vmGxx<0s!KHyUriA&Z;ceCv_QqJs)K<=_Jf6W zg_qzU5dT%G6Du9R5@64b9tKyH=}iEv9*+k=`4G^CW}^QI7{rSZuzlQoq>AuJ5521j zeLCI~K(ZG90e}!{sr`dMh~7ceXo;-R6CoSu>aWLB(0u0SNXlo(+=s8Wv-`8hbn~D< zyq_6as)&FQzXGf0BXmL1H?#n{(C6a;V>&1pSugN$Dunp22+irMkcf7q{BeYQ(Kdwc z2Z#o}1B7e~wIQg1THS%re*BS<)FV~x^A{lczrrYGnu-37iED$VM({LK)SjnxM zgEYe_xkXFS7gK!$3E&ZOIT)sB4Zgup(f!<6Z@ zl1+6kNnZhtUpLj$x^jmKpO1cENg@vbRJ9yYXO~0Ln?Xa;TLybO;u(bKSIJ+ZWP$Eq zPI&`N9nIDkz!0>5VuwI{i;|g6SeZ^Rw9am*v+y3)!%7}**&;bli8PBNAb114qbuijd{{6v2Rmr_EC$gkK^lzf=B1)M|5O1X%xS^EE)UN-2vN zhaE_V{6;$D6zPx^0Ynd}>%6D{*njuy0t0kRAcPwji%*XY0k`eP7iox`NZ4Fi1BJu* zH68#HatuVmpeuop8h{6F;1G~}+;#B*sD_`a6EXI&dJ!IH0U^3VfgrMi9%RjUNQ4Ly zvGNDei$oA25sF9ztq_u<4~ZZ}A`FoT%Rh*IB!Uu&u>VuXAH)C>L4!m*{8Pst#2^yE zfJ8)s?gP60-(8<0g+hc8`uPkag>oQ;zD6K`a9|G@0q`viexlS(SB9)05iLmpb}M=} zy6Zp__F`p5_uGqy&I&LUeR!ltuz-b7wTO~2;mK*xJk<1hBJGUTKHTny>;irwbtd*3 zDGQ?FuUAkxxrxhuDQFqgmP+9;hCBqVk8^%&?7SbhIvh%-j22C)g7%zJ73;qwP4MxH z2W`pUE?(%OANceS9A@RuN%)dI;7~oLmZ%QIr!{HEB;c_|drn>x-W#`|NBAdSLT}=M zNswLvBH$swQWYQwd9xyQ3jFBnAE?Q+sPX|a`~OH?S%Z{lSpJX>Dv8>SW2?|@7ji|J z+Qg&&u5iCA%3js>jjkIY|LXeqRYx5RAgaBEu6K?6ir@HsY?XwXWYSJb`zDY>!u(jr zm+Y{w-K}4`Tfdo<%6J$jj(chQO{GG+u`za0{DUa+_P+hbL7p;&0zLB0%lp_iF}K5O zUv{py8t_oaF6SZ(vsXdbmZ^bC zKJtd?Su4X9&<^nowtiJ<@CjdYZ&l@Rf4S^U4KY(4iKsMpkT({4D>yqEd4m_hwSy{7 zRJGzLL+Gx-7MIbVzOD|=hMXEZuYR9UEwDb7hD(S);*BvVjCk~6lDCN=b$jE2B^^R{ zPUA;rloZ9GsjD;f@bdy${SC@q#tE-ym$?{&g<|e}8e_4ETFS%2yW20RVe=Vv1;Mfl zbvaMnhv4g`Gj;3c{Px}N_wLP0wX~uS&#}UTI9u!*lW>|tgefeU7WZH#YK>Abh59)m z48`f`ZnB;=cajmYPaq?vE0gr2*Y^4~DGgM6nH7q$Y{SA(_4)+UG;*~0jB0pK>KXSY zq2?LpG_9$j@Gj?k21u&7++k9`k_-GuP+L9I9=F{3Edh)x*LSRIwrX6z8px6H{Gg_K zmUe}&pnii{9KHPj#Z65odQ0sw2ELJ-S~&o6a4R-Y6c+0eWi>>joJ%RtV#F^g$_c5s zzsH(Bsr&KXhiP_hF;%{^mw03&Y@zb(!(`I9*#)&_f+fzXb_$((oTQKa$=J^hIJIIZVzgrRDA`XA zyztc63p_ZrBq&p~Bra)4pZ>gypus8UKl9*hoqSiat1uB=iYG%8#}6<%cutb2)l0Z| za5?x*!VQN`irHcup6acVFKwMMJb9T>a*&#ZzQ_`VuFw88Rf-1JOzMnbxr0f*v7TSP z@hLlyFxD1z)L2$5{GO6HB(nF# zo#7;eUWiH*JsUmw)p(Qe21VD8p%4T6oD?>WfSF!0(>^yXu z2&)KIHxh{PQoi0NDnF%s6|7R(#E&%Bz$v=aG5m=nnoSv#gs;AHT~AKe>jtkoGv97-Gv-B9+H2{vMYjs@?ffV%oRZv^TC99*@_|L&`KoS_Wj+ zzCeMH$X|}p==}L@6ijD2QzCDbkkrq@ya|1Ix|NN?!4s`}6I!H(K_}nxh_p>joBxx$ zPn|5Eo;>g8e9P8_%}wBC6)p7ro<$1EF9(hx-CNL5#^PxIjK;5eif6C&6~r#lp8ZlM z(&G{mS!J_5wSQsZqOVR|TKNx01kBm>jdMlW2>1RLnA_!qy!@ zkipmepHjICjwqXE3YX~}t>&vitUS!1fZ6qcr6;}e^fJrhTT0m~k~BXEYi+3=K8Rwo zPlx(ud`%YLGJLa=BBbO<_#Rw@{h44Nq(86dIq;pc$KeKLG&JOBy+n^ytB+_HRqE*NO5H>nz4iuxvx$50%EEi&%Od|vdX;by zBl#Zudo^^BoJMv;$8#X7Y$W zQ}K~S(AVPj@fL^8(5=_-igCE_qV(H9I@%9^rIpZ6zMC}f;=&`_YAlL_?cYFQSm)MF z&wlka54U2#?IBAEd}^IrCW&ZRO;$~0w*yZ7UESAn*AK&m=sgE+th(v$|8IgUr+^7h z^*Wn%lZ-W(eDhf)(L|?0$nA~p%{_rbhSydo#X~iWMnGdJV`pptv9X`e?&nX90DJqu zzq8*_naynCDj4V2d6ErWl#Roq38~Cy9PtUrM|g0IJym#S;-{TFZrKy66KbH91z!kN zxjhF~zx7U5DpMF4Z*eOEoB?9Gg8wrZtjWG}x(IkjBJuo4b3 zmiZ{_|XIKG+QEgEb@g0048bnf2(Qm@0!{HURorty*H9K6v+#> z_?x$C+-1|NJQF=wi&+en6ygau-F6H55%x(N~yOb(+To8JGc(AzCJNS_Nu3Q!aHgEEC@$vSr=*a=3o;_A|OD92sd`(qB;uxs&hy3fB#C4hlxHLaELH7IMNH4vKa? zEnyBl!wk8*?>g%M8eKuZ5@*G!s6u>Y%E#hlR=bOOkAOJOEBDhGpRmRr=kf^M%V));EwQ6v5=^|G+80Qyo-kKIMT3oMcgsj?^IPzbpJ^;f zAcf+u0MEBVD}m1NC9VSDYo5=5R|Z?49YCS_PoWK27(*5;@_lq=_s%Zkja(Z>KPcqw z>E`>~{?52fDzr5J2IN%En;VCqLk>hHmx?jl|du8$ah z&Fr>MJ$|v$D88kVtrGjnLSy&2!FfiA%h&tkVc{=G+(fAPc$M;}TR(H~p%!0v2GL6~Cs#5($;SRI3}Cg6(g(wvuRRnRmI{`gq)x#bz4tKZ%G zN5n2dM(jXj#3r<%M|O0Yx&6J{pBpM-R(3INtr0F#_>n-`D!!CflbzmcQDRwYEF0_10(Nyd{SMUKsBh{w=q~ovAYY5nEFEd9Tu^ta-lf z#s;rp9J6J)qh=ycm9oJo7ZGY1exN^xuti@ zvvqIcldksz70yz=j7wr86&wMS?gft#v3$mbnL8j`H(%&v&Z*(eI29lsF*5`seWC*R zTBR*M#i{2aLO~;d1_aP-`3u<~t)w}b!RT|vG}y#2FoOSO=3jXL6SMpwN(Gem^c)xh zW=fY}eZXfOl-eA%;bR696b^6S`=sQqJiGS?-S@lnYvzWx1s5=F{G|K|s3Fu<3$Qhc z+iwFM513K@i-zCews1tB#O}2Qm`tdUOuY!EB)aGiKsN;m9RM2J$JilErwDoi%ug3~ zaKxNO&fzpVp+g#wpF#D7ZKQzR}LS&W9Y=sDh($%LZ#C*NV+H=fV$Ar-sZ zDmt%%&SgP~Cia_JZ|e<#%R z{^{Z{6>n8 zD_n~q(Tuimiy;|8j`rNSziXoknq)sFg<12Xh?a_x{znn&<~u0LvAz&l9}mucz=K`m zQ4E5bc3xj2Yl<&(>tFe1dwB%hZ3`A8phj;^Rtzh?*2~#tc3|LEo$U}l7o=wnx67-4ac$|P3!AV!;N~p81uR_Vn?=#aB9erYpnSPYc7~6_2G}!*# zDpB`h)q&M1R{$LAI?q=0y4ty@S*6}FHTZ;UjWr;6?CvmK(Wy4cv@`*0#a4QUde#N( zLE5X2H=6Z*&QH^M{eIe}rC4j{pbPD{zg-*{{7_88{-O=EeQJ$aufUFWnUfJ7+z$NX z4oJjuH?qq9g;S; zj8OobfJ%|Oz3+d=S@GEvPD2K()|hm9{KGrEY*?hE6We=vu=^U;>?4lCUpZg~zGA4E zX_YwT885XMUv0A$oVt zeP5g|>5%TBL%N$GhVJeVknWTQ=@>$~K}w`V0VSlB&Ou7)Mg>7Z@IEts_da{?d(OW1 zbv=w(r`8}jLu63o)TdE_M6TA3_Sp6tkGwU5nF8<%O04r*+{3Je zd8P~IGQb1s-Hxmq*ezj7==An3LBJ-UB;1} zh@)AqK{&y5Z9tA`xmYBNG{J$2Ec65oS;#V)J%igc;!{2=YQJDN+SnXOwWJiSUoh#7 zsDU##Hi|P=Fe>nT2?Kb(ghvM5?G+`2Ty0P%RNbE8foG4dFqm8}Ls2vRZr;YIe!N|m z2f2rxF+gQ{0tq3^8y`&c?_WL6K5|5NTDCIcdwI_az_9Y&@~9FEs#m%IE;~Q z&`h1bV>6lR`(I+Wh94f2INV;0af@`XChk4YScRb8^S~}w%$Qzl%Q2<9DNMCXdK>d8 zBhJJrl;K{>M7bQxV3@|!@3~$_BbiAM%c-lN zIBNp)i3g-kG~{+p`qJ=CjBYf@JSgFS^=1N(%nVu?|C6FYr>57rKhwM3bxIze=hy1sB?YW|y$j$~5e$vDBjQ^m!fVW*=~&&8g1s zNI^h5Hh~NuexKNRE32jMKP7`o^eAHGuS`;ntp+Tr?siQ1G6cK4JmCt^s6Ra#uDT!Y zyd8E5Xm(BB32aL;ZenARA(mU~>|;9Mr7FCgTlo(CD)9TTSQGa&CIVf>^oOxm?vn`gN{wG!uiv-yMw?##!fjQ_ zn6pSt+a)_{7kWX_o65jHtD3?^pZN8Tl|Q6c-7PUEP)Xmdo3gsRCSd&1#Lw73x{Irx zb&ZVd=_yWgKhhSgVGd5&!p#sxcb?!<16wU+(ix2tLlYeUHu4!O5M zx_vs`cYW-NCpdImh36csuDEAQsG_TB8YeeN-;Q7Ge!f{1u#+9WJd&P~3ZoD0sr*5B zD|7#`vN&^0<$e3}Gy&!4%IKCMm;*Ou!?`o~$AT?2Ww?L#BIPj|H~v_ppb3Yw%@~SI zp>Tb0bEvxE#DEBGPfN5**;w>J#JW{vdiF>Kvf6ECc zR0$DuM7&(0pNP5j-Rd($l_yp@{+la?B*7qhgZOY43~EcjCjrJ1^+(zL;PXy0Et({&V`q;dUQM;!X`?z?vcoNvu4{lvhX#J1zTR=^Px zbY+Fv_rkCI%Pt@E^=s;^NFJRWv>#i4G5b9hh5T+pZ$%b-mcHA6`C##;GPwD6?()u= z&h0mbjKR6h4co=-j1=td`C~X`>)`fhMD4dnx9|bIU>9vq=N0KP*#gX!Q`B-G=S7DP z?hxFEQ@dAw=~vJ}%W)0RbXT1LOyMq@1P89@UZ|YgtfW=IfdQm&;6qY4P^1z8Ozye7 z=nrUQhXc9uAj$ptdsSxl$667pq@^bf|wPi!;ZS z33%*NVz5gWBm-<2oo8=#)ilf&<|#njHvTkaQ0NFc<%_u(7e)I!5l-}nHiBFPg4`Vm zT#iMlRaD5~k19_ni_Br6LtWc%DEC*>4Ul@VbRMY6n1oe+T;hdm$5-zM`|*%HUeup& zo<=ohjLFHcIx^5dAl`B}wR=+t!A&QBn!FRb`2>*pho;|x6s)CiA6SE1A~S}7{B9Ku zyZvcP;0R%Y4q<{TzwM+q>0!VifO$FGvG+Wpb91Ge)XC}$r~d`O>_uj*Ct_${CEmep zpm||@ZexD#MZo&>!wC{FQ6ruey?{O9Np1le-bMQ_0OC7v;sH`@a6>*1e!a&+zK3R_ zhR@1cGPWSB`y%^|M)n5>;7`P=w;!Q!vKW$Ra6t0q)W#s6_#J#^XsEdXQ+OA`rzC9! z3`~E(Dl424AU`mda6tg;z1Bon&mCbs4}|sp9YhBJzCZwj{s3JOKr0ep5lCwNffpb+ z&LKD!{oyEt;P?yy6#D~oK>+_#hytK=*dL%E0$BQIqBRh!M*|`7Lj+s|!LcPD!Epk? z(G3B#{{t-i3y6R?{{zRCKSBbt2bg92AI;MJ2Z9h1n4cJhd3jK3*nQM9#?kzM*lmZyRGt{Ji)UHy5n(eqcKM`Sp%s7mA>1x21y3Y( z>K|T}Fqkt9e^X^F-pN#uc+Y&4b{d%(rxKX0VnkVN8N)5ug{rbhS*#huEz}jGVnns# zzyt=Cg&jOMKaUKs#1VNkrN}8FQK{FeyFzDK@k&M?Ux{w)`t?qxCBFzx>yHEboE2wU z&5GMeP+c1P7Bp9K3Q< zh!vhNly^IEwf#DFtKIGI*!^6RFfP=A*-CiiM&Q7>xJ);ya6AVbTnE^RC$8>nNoTI; z)OX!QzYay&pKhUKXdLW_vicTGL~-Lv0^tNIJe*iPO6I9E_Rk2oH*G*~@Rl#>dI z9DS}dCIvb}Yna)|?d{CjcFe{T%Pf)-Uk1Kcg5Hzwq#>r0FkJxtSa@&Mk@@n;(Zgz7 zQuB2jv*0gAgor@mKo#jZhdk1AMtLNjrwoxsJ6nKcHcuH63()x29C|y;71Vv^`8FI# zu8(m4@ID3AcmF+-kVGCHmIJN?cRz>T+`Q=l7>Tm0oZVvV_)h@;U@X6kcE+xw`uOK8 zL)9ZU+%D3DRQabU{=}U{VVnEkKK8vfdA>3RjAPz$jLuYDXQfEI@Q-F@pMzmU>)8xs z-^+h;QI69uMC>oFO$-r-(T;xm4M>-%$9%05SCw`~sIc47rY!KPSQy%Qa!#XaW%jt> z2}xG{O&5P%oHb3bi{mlALKB$?CgT!%Xbi`B!t?&@U?Dj{mLpUl{Z<*BQVvS0+No?@ zyj5Z#xcHRI$D(+QUqjd;o~IymmXbvt0H`(S&@*#n7OvDCWYe$k!#*u8S=h4nOOP9|(Dc1eEi$BPUc2ceT*?oWEH2J)H zVUv3z9dk^yEo5A&A2cNK{2kY@C%$Tm5b@S~6}vaRkd%@`VspDp%NbHhH)R)tI@&hr z#U(Psv!kT?pZ-ciw_VY85tjX?MoVNV-@2MUaT*`tJX|&gUJ3eXU5I8*X=vPRUD`e? zl@}zH4PSRr$_w8ym4W6jCWBIlBS?GZ!kJFy119xS?{%Q!%?;MdAf3uL`}4B5-}Z!~ zY-RC%ab0Od_)=axxuuYHR=E*(vVm z-{`(sKk2z?%VQA-bXa7T(%j#YJaCo&&sX<)leY))Du=BTj=0vC+kKz<>J2f+I5+Wu z%X^IfB*jC+!X5JFF`z7hYdTp|6xs4+VLfHI(K~JEO4G>aozViY47vd53fe(hk-)52 zYm*S>bl|NoDB*G*ObEVF!i#3Wu?-}~?#@z$VJ6fx6U;l|+#t=6Ubgu2T*=*&C)Bj1 zXDEmkmlHzwjdaG@y&Z-vnp>#3rJU^?Q)JI={`NjCG;1c`m4Y((m79{OPdgg#w*vc@O)+?{x>by5{I1O z5Sk&E+6CIqQy85bx*P7JWfM2s&ZOZPsGE}b{_-q6!sDT<&2~m+7W0uuKqI5Wii0ff znOJ9|v49El`ICVlT2^WmBi=SaF)nA^G#u!YqYnGL4J)Ej>tw9uHSvJklZEfa1ozsF zmjZiS`8=H_^f!2kP7H6>w7I5#zZyp2(2xHp{fvX3u-cDOme5hvYg0~>VDQ@~&D@Q2>0j~(cSTAXcB z;ncE-yGPFQK1Y27xsxc%-L49xf$;utzdvI@{%M4(;@~J;)`&>c`s&6z$@#i#BV89f zw{#mG#`N)~YXeS~F<xL(f#@Uud1rDFT1DYPl^V75yAivIl! zb~^Q@r78Zj3{7p>VWN{9zW{&SYDF38$*=TG+gC|G z7s|Is3V-0!LWU5At*{A0t)|Uf)huoO`23M*?<3V{;NHxfnP|ZhJ=XtgP z9&qbjdHoXxv2r?w&}zu>jLoCXLxCsmJY!>^ zY~W@w`n8P!SMX1mqwR4pGIVIVEcCKZ7HDP!I?b1fr<#GaV!K-v4Jj zzHuT%*hc#&iUZOL>mUTbK}7doO7SBkOhhQ9ii=Rn4xtn=DndjGIAp3J6kZ8tK?wh1 z;}+0;&$1h?)f?91!F*I(YiLEQle(9$VfTgiIX-tiqhXvHBg(ZS=$_ zRQL7l%vIa>XuIg|C0@Q!ys~Em81IL3gFc?)ucZTTAFn&zv}8C>-MGo#Cq4--JsD8| z7`NS;0HE8Jr*W~o!Ol$O?x7nSCO^7&4=Mxns{C$znInv)ORG?3cy;FwezsLXj|mnb z1WKG^cb~@RP`!5#)=hO?+G`!YY3Ph~9b_4Vao9vxuj6g%snaOSpmUSGW{DCHEWvn{x z!41MFsz!}!^8HDz;gC0r>lgoVlB~f`cQ>q@h zqm=LBAqmUG^K08#Iz`@kBqIyIe>sge@fvy?RI9(EG0fCD)z>N7QZ2p>If}m<3f0HI zjj_q>1)lj-b%!921-?XqjvS(a(ouzGDZ_D+(zHL@{(5q`el31$4MVb-92O2I*^T{Ao$JE7j&up zd8jf13zP0vQEbx(_jAGr{#fQu-&kn8#pAs`waCUY^NtYW=jjl9?$ZZ`m0a`E1RZvJ zeX2Wq*TVbc-bfb>FO64uz~{)`s(Y9vKY`v|pf~^QUFOq)Smp;$uvM(^Nz&fXu+lV_ zi+mpaVEd=TR@aCo&FQUhq9y(fm7HW zYH5jM_{B1MUo4b9kp5Es>%jbB4>ZBsg290J>zE_o@rZ4jZR!9Jys4l%#IG% zoTh`~-Y~Rf40hF)9>zkXQd0N=Waq}50F>>i<+r&KDSqJQsxe_$(Kmol(keL<`$RDf zi1|B6z%tN;lM})7Oz^RBq#!+H(4)->Xu2)&-epdN1>WYTgY0@ci+-vyU2;vHp||uX zt**4e$Atse=!OmOpx{65`Ty9FW0vyPkel`S~gkQE2iFnmTdI)uyMH;WV;7 zz=QL1&69418-RkiW0kjqr3-!;6nq>gE4mMSJOg36q;8@n4PeV`mQ0L&40!$<;NDU* z0X!VIc`61Mi?W9~4&Jc~L<{4{6&!h2b5@**u;1`zs49#NfWgB7;QiHiGV($|WprDL z4IUGKYo5hY<(KH8_>w)0to;y-kp8>dDWZ)t7g>0+KP`FEs7F3^JrvTUQ8BfdDNiB^m71nY6}1@e=-tUlpJf z57)Kro+tyWN1f^P=cwT?2os;tU9|1)&*>IgdkzG(k*+lVG)sX1J}Tnk6s<&zO2vvG z?oKP&5n}}q9QWln%hEbUj$3FZq-TvHM=B%}GF+su^TH6*RP7zSAfhs(_id*!-wGAg zfdfK=q(1f;$yf~svsv$(z?UF_x3L(9InYLV_OS)ImwI}_qo91M;23oufvEP_aJ%~j zRt+Q?>icZ0x{(OL1`XoB)0>W_pvUH$XefIA!I3;9h$smI;Xu{0~ zOK6k?&zKbw2Pia3AkN`|94Yh}lCG*U3YhU2xq|RAP9U!N!T1}(OY{oD3V4d!X^FIoIC z%4r`X@EpJ*8i|Tko>X%|e+kOGipL37C6wdc#*^dCMkF$yayJGa z#z%io0zg@S@$g?$xM+6Qd~G_l8%KZQC#Ver1+fK|7B*}2_o`bE5pYzw0q@H}K>5!) zV^5Q^yJHDk9`n`dE~{g)7Gh?->$g^TN?Z!sOv`@M8n~~g*@16aKQ>veF1#$}SI2r2 z&%5A9=wHX$9nWj(L+B4g?2yl&_{-gI*b?OgALLNK%wnphF4nDEt9_gOf9G|<{|B%8 z3h=t&Bx-0Q|HkXSG5c4q>n=*fnMg6>!33P%($>JWz-bVIcAwurzQKr$*rAY}!{TU4T6!|0ix*tfFe>DCT<)x55Xgh|wl}uu+^0MPwj@c<)!B$|bD* zk_#6?)Q4>##gj>4>F;gyh5vp3Yu~LNtHw0U{}e9&77s#QGlaTrf7Bg}oBIzxT>Zxn zJ9MkTLAl`7nEi<1<3l|%6~ivjxGvejc1Il?Mx&po0~r*nAub1e4X_!|pFmOyfG|*=qM8~=Y51Zxe?|xM%bk?0kBJ;`O8~Itdfa9 z6&Xgl&!H)>Me#3VKcu5hYlkxIvjv6tI4KG!9C6W=7lL_W4-*n~ZhywloqZpnn(8%f zWM1S{Mv=dwb{$&pn@+lDqfN3v_W_-+By`qtrRu`>C}9 z-_AWs=>iw)X6*+@NE`*UJe{Oic66|D*r_Lfx?KjOKHw4w1=UCm1J{59n@_I#3w55} z7k38s3yd1lAjK9vF+2?pRg5Z9Cd?UPCQngKtGN;6_SjiG)SW}*DPkW?L}KIjLQ8-B z_1EH%aHgn?Hf{kyZekFHwTXVF zZ+Wmsh0X9bfEaz&r37iVE+a3{?B%w8hX*VX#U%|Y2TdEyPBz@bM@?j=-|{_v(j63= zhOW;|>w49wK=(pcPHA69XK0@NG>redO_0RTY}tFw6xWzK^%?E&ls2&@Ig{*^me|KG z#x{Nkw=uFUCe+-@4dCJeud+w$w|&TE(in+$e-uCst6^=8aeu@l39EVdgh$Cw+-$_4 zsGtqMqfY#YePzDLztv?@Vs~r)*smF{lazWT$=T;2Mn`#Y^S~}sd7)6Q*lY)tD@B9g zTAzrJ6VM?p*o-%k7Uk|7aC#B1Z(vht^j4^y@5STq7>{vq4p#L~>LO2uEttpYl##eKjq41%TSXvGF2f1Yn zUy;!oar+Op56Rj>#KN*~-jT`T$us-@hc)(N zi^6IhHM*^1S#4`I14?JY=}Uw8Jqrv%BD9tyV@;K=OsLM5B$VvtOW@Y?{Q`jwI?Jqq z^-5PNSeT#YfWmTDP1LQ*l29|U%li%(C+Et$0YnEEt#0nIggA_rqR*_qHr?ZZQ`?Q#mcD~ft;2l^01&K;vK zX7lD{e9E@QJVU0?s9F9mO~PBh?KkA_+61ET;(8khDRh5y<3^Fi^&S!C0Y$qC| zP#FAZYm8KklRZkZTA}&jKC~K=LhXm`Q#b$`y)ERG_wW_MUgT9lcg<3?+fREss9L4O zcRBp>ZW*79ja^bG-shm++1#M0yj97*Hm514Lq(~(m$JURG23WCm&1~xzxrLNA)y=R zFH?;EXYWc`2vRuH3aypoJKF2hf?o?+yD8>A>`yd$J1^28)*qta-j?*bs~X1#RmFp= zl9~M~uAi2MV@a-aH=Cin9RqczAS6h@1@HA1k?<1?)=!NvP^QOTrfSU)aO(^$k3j&k z1};`On(AO~za#O-dHx$s-}#p92$WdTm<5vXdR7W`zNFFDLG7LgvZo7#^9(tYJ^z@H z7BWaN)L5>n;>_b#q4)FR$7j)N7zH0?LU!>bQyD2O!LyyO5~}9hkX;_tk$W8JtH0H$ zW6V(lzO1N*8tBz+|00=(r<>GsQ%{Fo?-vOTLk*w6I@;Khs5Q^p3Fr0I&|JS!bf=Wd zTj+iZ-=2GPF=G7K=Sel57os3r(NU4UhZYFP+K2#oL-0hHScq51GGa0r$sQz$0;>bRr6~ zA8m=PJUo*+by=CJYVV8`JkEyU*~;Q3TD4Yu{*q8a{t{?xb!z%C?N)fa#ptlIf@o+* z=MW{Qq0cI90S5n7LH4963rBIA8dPs&Yw@DjK4$5ncZ<&BdLt3k>4Z5Wl+aKIk%!5v zO2gz-#W8|FUs1)N<54(}Xbe$#mSM@_!65ru3Q0_4+bsqfk~U3GD3F~!foHydvYeTl zRj}iQ%t(nm@Yh+C|6K5N0a`W*2oHwn8D`a4JA90J-$;@T^_B99-o-mrSNhzB31Z>LGAd$$NaT|Tv(VnRC<)VDmebh-g?_6xu zl1m$K(B9huZ(F)eq6^^tWwe2sfauqk`lnt(n zgb3r`!?AzM7 zB|Boifc<DW4i+7BieI#?9W5=lq zB%hGXa6BWq(M6GR6{w4%d?08Z#8$7qAQ`9`p#V>1vElDt0k>+i!>AU%1Jf{tb}BbE z%ajgs@xB|2>(+UeO~YfQ>m&RCcm-<}r$~2=jyxzAc zJk~!prnL-*#L~$-;Q^*A76$JV`7IKbtI#;50t+yD5so!;{n0HD)fo>sei%^1jp~mF z9KVSh-0_da1CAdC6iK6I;sM8R;tqHG%fMJ77*M2%`Wz29eiIM4VRF>`EX)bAUiYh5H+XZGr|$U(N=so1_EQd-Hk94ttUMjyvVk+s{*+Si3+m z=2Oq-DJbS8HDIS}Pq>}>;C4cN0xVh+uSONXoY8QiV)tq8u%tJ|ynX=k*!O(~=%xLR z2hK}km(=hzb|MP5d<263Z@|calpbg1zRor%lS!Jy2LW`64rUsJ`5KYfOj+}q^BnDW zZjuT|vbxWvueJH&79(1EJxC( z*p|ZS;)Iha_zcp-qyg)0Q_K%B7ZnH)9W8t=g8bl|c`jZ*mov;y9n`i1%|0chC5K8W z+su8QVtp@i2%q&d{Sja_dpAnJ)!14c?}{j zLFBoJJPnb@Bl7Tn$`Krn5ghCh9Jv2*SVrhD_eX~SgjqTe()Roj>J$O-{iF6D$QlB2 z{s$6>fb<|BcYh#X5RjNZT%-_sd`3V>(yIXtSn1S(QKn2#cuYtg|~Z25*@{uIG{9L^le|2(65 zo9!au65t05Mj)mTh*ILN*HIsK^Q)VCVIJ7$m-f1`r}43>*a~`uiKijaPIux4WWLk z2B2HH^jb4(i}Z9#RI{hpe-Ni8iuGO%Dr<6e49mT0RF>qb7|^{cR8Vypsf>@nDM5ar zZ0Q5jon755kH zTR*z%@wKqVbiL~V8VTI*dc1+Y$1$?lD7EX1O`az{G3wFmns2!*Ho8vGj$#;Gd)0rg zF|BL<{{Ec*Y?Osr-oP5$bffD##xpc|p?EZM{B0iwLcAB5B;WxMR>cg9Y6Yvj#;dPc z3<(x6wgd~lzo$pr(LbLzMFh5z2+D0oQ!@DU;}Uk-U;sm|0-v9e8DPGfkSoEJXBbmK z8U@iKGh~IKsX0K?JyDO=FUbkoksP2^=nPpP9<45;y&fH=EYS0)Oj%0cTTMSisZftLMoKKq1Z40aq6D^$9X)F>~r;ilT*#IIhN`QtR%^J5SAb3e45yPy*sQ<-V$ zs2KP{txu^gqUrDgU$xSWS_tON*NG_&Z35D}!J_5z_ z=Dz#D2f9Fd{XU0fM&z*h>OA_0!XI|?xZgiT;`p}j)5mMPUu&!pai%?U-|-VYtIn|@-Jn_5wAVH1;Cw5Bm`X$op^?T+5>C{1$Wm6n0K zCQygtlUqx*Fuk<%!0L$;*|Gz(ir8i>CT#!;4Gnw_|}8y3emEIB)b)V z*anM|r`(*dk|%p1FJ}m9Auj`vH8FJP1C$ipD)Dc+<6+9Qmx1ohsS?L$n>N${WT79> zqW43L`@C($Q<=W1 z{JDY3faypDAg-az&Tz5YLSy**RBBx83bn52pV`!b``P8}P?rPTt5g~RQelDTY~A>C zA+1MzKq0N^yTj7V%aUV>uEja|MMPouL)4=1J+1af#Q-(D_lsl^HVt(<1a88K-%-sW z?3=~(`v_C2u|Dq?)421iU#YTxE7_y&CPA9h+p#cLq4}f)$z4Lv zqsmR9YcdMLU5t7xQ80hTGqcl)EwR7+K4RO%iJIFV8>t|;P)MYQB;wa>L77}I?Zd1;SZXm+a`>gMEarG?Kl}qgUraSi~8O`mj z%h*Spw7a{9_OuQ715D6o@2x5i{On)Mw68XN3{I^uV_Z-(;HomiuFrThQ?Hn;*?`X@ z@?4@F)_yo`H}_Wq&T|Q&nfAjBFg0~b9`T?d%kqX1?Y!k;QwKli&Bykm47D7~Cl2k$ z5}-=QB}Ph~?zBCPe$pIh>k-ydhP-#6gwCs9fd(8PZ9LzzpM|LMw}loy3vL1(r0Owl zpM*#0jH8PUq56kKfqK{i4mX*jfRdXnb zTt*1Y_6b#g!>HlNank3n_H*N`F&NXS<}j=CNDAtF?bU;BG^Ic;o zek_$Vrd=w?|Ck}ZDvdT){SYSq`tJq8mKZN!-@Hyj^aP6p6fiFsnTeb!fB^nW!qh{} z&uDjMqcFJMADi$t2Ae1plcWNj36T(;o2+rzM8MN5@G*54VT$UKc&GyX3GR( z@Sg-N>`>Z%$=?DRecPI0v*Bv8MA^C~sim_{?yFy+i5*>whyBexT|MLMMPEs2s7h$y zyK`&%;}Me$Y6Z^2(TI3&H@EYDaP2C(DtGt($+ye6oy%O8TArJ5(v@c^i_d?s91VbXk*gv)%z3EjV zJt6XUYbbP1ueFa@VgJZ{2&3OgyiAa|{LqMK)8~MHd7dG<&i{19 zC&^mljS3vqO2ckn*8MmSj^uuo_OW_(<3*BeDK3n@3+Ts%Sq~=3(&NHPCzE71?!h)- zKn(*%zXkLm!K_b`WQ~5`oLhYzIf#hB z$C>r#uv^_W=QFM2T-OcMP8uxmOQLQbNX6Tm=9?!ZGwbfK+qe$rGv4F7Z1eU&l7M@b zm2X3vZ??Q<)_GvJWS!1u_{Vo1#_fTq0bEFxZ*N}Qpazi7;rwfGFyLLr3xoy?J02SU z8X9QFN?7TR-1RuL2eJi5oCL#R&xC8xHOLxC>IE=1QSUajzN+a$t=KA37i z^so$KwM>*q!xj3-btslJBMEG}Q{I&(T(bDd2&l30Bnq5N7Z5j_uT3tex z1%&>eqJ$>B|2;}5EkQ&H(l3AAK3_`Ue{P@ zq6%kScH-GUey?J1vf}wsM?&$t)*j5t@c0#ifp-A&#lF`U+n9BMKY{06Jt|CQRXnxR z0MmCW(FWE6pY}f*Yda_LAK&0Q9OXI8>ouOw9DyRlRR2rN-7_-(?fd^U!hD`T;zcd< zt6KXzKp_v^kzattS1Zzf0`msYJ-!QqhF;hNlF=PW#ZRs9nBBdkpZ4RKiIAHc0{=$VG$y%KX|K_(fKY`f zF8j&PP*3|QeNB|`Fo*(5nlsezYm$@J`)ckb02x<;_PlrH`^CN**S|{rHOVo5+WKog z{8iFkRs+nLWnWv%oX#?$1I)cjT6sm9R6LEM5^eA=vG^p3Z!m9Mz`iY86u`-m=kT@D z^G;Er{@F$k$+WKt@Ktj9dx?`Wi4G>A#nrR2n!V7^u_4)-a3l&ii#>@QM*WH5|D#N$;%}4_#)UirSI6G#sLOz|*U}K2Yu?asUufAg!d; z_}a7@h49Tk8j}|Fim~=_Z{9P}>+2gnhoWHcK4(Gymx#g**rlcqX#tu@#GT7ccD=U# z#i_2@U3{4NaMb<-KOJBibGX9aU_L1-h{@76++zq$t(i-Gt32oP;?bUP(xW&7F5TxD zk63CI>Xpoac*0#Ah$nV{cp?`FF#c*_2O7XY1F^dspPd?^agIa8iVuALNAm37RHTu* z;@26N`l>2_C{PqITcm-`wC)B?l4|I3aJZ&ZvWQnt1_QfQfuQ5S)~xyh+U99{y=}_Z8*HwPXB^SG!TK}H z$cG18W(9f<_P^Pf@ig=~J#7l~f1f46;`Y#F;a3$s1ZP{$hQo^6=w+`E|3Tyem|+D zz`qOu0*X9E?Zio%5H-h%@@L?iurcBZ@py;CQyRtAL0&s7qV5DnFiD#hfe`=Eg&axS zsW{=oHD8ALeQ`opP@O#{KRmLq&>O*j$MUyATmo(EJ>AIBICi;hV0&I4M1au}3J)~$ z3BRr-AOZ=dOMF)FF|9@dOfrv<2k3w&M5ibR&?xH1XtyyPm+)ATyaG-4pAryy9Q;R= zvD(hV^ddEpMgBA=4((=L)u)(orEUPeE-Df0g2ErZE=FqYrGVo{nHD&Htk1n)GQW-q zD|E-wjK4lTNY`)KpfF&2J^hN>%Qzh;cA`iA9iShExLB|8 z!uZvkjD~89i2m&J^Ts4SaFv{^83X4*QiocrAmInSV}`~4&qFg;EFt5Plt&4MW<49Q zw4*m;dCaU4XN_AGMp@Qg>roBRg&5QbVXs1``MXi__tXOMJsXP!$7w|`l#6v}FMN0T zmZ?o|BJ!ox*Iq`{B$uVoVA(0X4ERQ9L57P_8NFfv-na|vcWB1nmPOl>b{K#Y?D*NCzR+{+o8wQpQap=5Ae$!~Iu3O3CicyG8X}Q8L<%BGc|Cn@Nb^MjODW86{X~5@a@I9>TdvV3D@-G# z*dGJK=p7W4Q#kIUw`uB0a1wlV0_``#P!}K-;&H6~oZYD9(j7k4Jz%UTKd%to7FM{e z69yZd@Vv>M>ZUf9C#^MSHa>sfN`n@)AAhZ=q;uKZl3$BHbW=FsEzud7=`7vq z0*yFKk%Sfr^(o3wB@lHwBgIPzW%&JWSZa={%A9C(G+Ix!$n9<#fw?U$1RW=|Tm%Bw zFFtgV{Ff_RI1TasSqtyFM!ViUa;V<5^b=M&Bv8Ahbh9R-TclfrEZW?3pbc=^(mH60 zd@~LBx|uJLl^S;c@tYsEkGtGqM}?(|m6_z)NazJw^kfe0O{EX1FU=12RK3K-StWug zr|6YNi{4b1`S|2A*=Y65+AtZ{4XDcSGq_iz8(9sLEcCS}%7g&pL=+oEs*Qxs1xj!* zYBfs)hdBVK!x!Zv%Tx}RKA5Ta) zkiE}BXXUKCMj=_yeax(5p!z*^wNkC#lTdfT@1rX$Yx^0$l@@id117Pz2ZOG-e~2sW zNV8=4_HN(nuF|Gr^T2Ph8Sq!BHUbrae3V1${SKs|D%mNU2XX>Q&oGH6FfpOCVP0Se z$2l#yK>QB!fKKY|X=ykWOlGuPPLG8-!w*ViOO^baJ>4Gb>36q=+h+~+j;s(nSlxg|dD|D4{llIZ(fEv+P4o*AuN6`nr zNJSfwm8z%N+JlVDytQspj92tcgkR~fH(AquZ6r0B&?HT2RDMlm%`=U$_JYZ3E!eHu zpN`s8mD+*IRJG7H*Wu06TnDN94((5U3Y;yNC!VsiYF#xpE9)M)rM~lQ6HfX#WHi`# z-u98OZIWOmZZBjHo0v>#54*Kla5b2hTcc&tgfGX2y)z-##{;VR!+<@3f2NO~J#3#9 zV-|J4371Wzl^t4S>k3k4W=;@sCln=gzdK|2_-n)Sx5C!jqB+&dw^QX+GqzRkU)OE6 zQ@`RfpMbB#+!-&I80UkIltZM@gR7Xlmnl5y^3{oRhU}PICt(!d=_xVoz$Dvq7Jlh3 z7OI0|J5%oGQI~S3{UZwEiNCCw%xBVi7*DBW!u%te=eD6@k; z%u7e@Faaxac)v^eaMEpt&v$w#Qe%u`RPiH)WUBCKSASrUUlBv6i@d$ltoQ0}-_U3; zNvA5c$Fol5&{7qM{a^|-+{_}$*S5(iKr7A|_#olBn#^IcTt|anW=U70#U~Pt`~3rS zvg)TONxxp$FkNw>C|T(ZCKgo%S!AROmE8BsB?CF2VtG?Qr^K&tJNJr0;^%!Qr4)C? z*-99}lZp03j9Ns=Sl&W-L?3A;jLlX(e^!%qz7j9E=T-=8u_w~T)9n7x+-7CGqpu_1 zJ<45h1!d(Sum|6e8?{^VvIy*cn|m|Q!xbCz@s9qEJogxP{uPWByAHg+4@g<2aT|8S z7qJ(?EaWeYnaG>ye>lEtBlys_nX*kB_P1`9j^)0Z!sj+~LqMI<-4e`tZ%(Y&%eHg)O1DTXz0P&X(HNPaNe;R~liOl;HAZo2q+nr$(9{(eMkrxRasluJ;}ueN$a$+b(2AA)LyU zLK#m9=0W9;sdZ!*N`zX5Qe;`mZ$s*!w|46@eVH~rQP_2#zB(9u3S#1PmcsUTLM?cM zWg}IG$6Ydwk)7>IGxSA}R{$qPdH93gHkFF4Q`@NUq@mmW&S71h6>gu@%H9rBpq+&7 z#4p-Q7X}@RX(dHF6n?(@yOxM+2YB-oW4y?l3Wxy?R@kR34 z2|)Cf?NdO$RS#=;uX$WPX{WNR4<0~sU!{qNr~F$@h@3xF{W3>VJkyTz&i+ia>pcQ= zQt_8DiEl(B!IRVsOc7v`Ce5s0S+04_7M1j!@es>5vhe&ZBJYvy97g@s_Q!=&!d>|N zT-OWcr36+}p@2b?>+YEpSMl^>3TmI!@Ed2<9M_8#6~%gs$_*JRy&bCCQQ-<6a?6R# z>lnQV4D(Up>yt`G!=@Qedc3-S0nm3U3t@hcEF4poNyfMQ)hzQ^s0tXL>H4Nz3YpYd zE8HMsrYroTvuY;5LRm2hF6(eN@xSxztd@Uy_AbA_dG_{$|J1WT?)vX}b}A=Tao;1A zrg9@d=gWxDvIHGCP-Uq4@m0@U?pZ;|^N+MhT^!7U8vfKBMES&W$um zU>0vh#xsB^du1ID%wO+`09^BvTt+3pQf;`vG6@fLMCi@=NAGwuxScuRl?`PC{&EbC z|C<1a$}3F-F-rt7cPN5bI)a$F1A-VM0*~9Z_B^c>kh1RdHlp7`HVSX$P&zk>;jhAHmO8N`bDf9=V8nc4rC ziurUg`~`?85_}X!&!d?Frhy%4mUJ2bMY|DjH}V^eyM+ zLh%TO`CdzAT)TV?kWoH_42QZvhVA8*Lpe$Ofkub(9yOhq|-Y54}}<6 zuB(}a9gllw-$f)npJN^Xa_y$Ccar}YWH`Zt44^e7D+Qm~J^2cQ*)t`O!iBAC#N}Q~ z?|SL5x#;W`$0##d;)mg&^HB?EE%$xuO#k8G+TWvMgvv?hmIrVvRWqC?ne*Wl@?=GimZl=@ryIHQaz{vwR{QupLl!KawmHFoI@;GV7_I6dD^Brv)kTCw5Y;+1=l3|LeNebBFn=&)XBFbDEaIimxu`h2|qr8 zlTE{no8JFG1oG$9`tR2TaNY*|$=?p*QQ`lq#q|FlXdH10jyDC)$N%M8A09oWBIHkz z{Us;8SpW5jwcp6K=$(Qdw31aBl9JSfEY2DJLE4Tq+xii#c41Uvpx$AjS*z8|WX$z(T+W+$)aOKI1Rct5sBT)$sLomrs1Crs&^B5Y zs1{l#XKk&y3VG)wX~^PM_!bl}ABKb?eGECRV`8aT-hRbxloHLqr)WNRCUPVop}CM$ zM>>;aMmqaW#yFGA+~5>dTR4~f9$vN>kBW{Gzhw=|{>>DW9VXNdJT)hg%KDE&)u;Sz zW~ErxpQ^}0V=8B__%2v-rm!j?`#2SlJSuQ(9Ru;Z`P6%wU4#j-Fg&orF$NQ30BR;- zH{;&l>l&z;Uzqt4u;vIW<@0v?vIi{~sA4d8WU#XSg=5 zyOtuEA~oJiiY^ytKMI#%V@YLRssr1X?IEF0lU~$?4fj1#Q$%ghY*jOfYaA0Et+!~;29dzHPSOd!Gb;o1HDIdsmu6ohnZV%2aKdb~sgflex(*S6W)E$r4Xn z=Tc9w`)h|`n*>Z7G0XSzjFO*avB?fiB(qpqto2aKp|lMm`T>USI-RMbyP&HQYPVJu znc#xK`JGiHB_<~9*&WwpY2mwI#YUAkJ3D+K zmaVL%-b51Be+Do*4> zA>dC7i`}%3;u8O^+}KzHxg>@mCKwsuR%!?>{T(g9A>^f-YocM8A7wSaEOItfU$>oSGgPaYDOeiT( zPQ=Q%SId7c>l_yq#FiQ9q?|ye2?bWkpVHmcOcTnE^}m{O@qKlQ&7G^)9WnO~n#J3p z@h}*Q*b=28&4f3@*XP=OBH7j<&Czb=IE5TXt+69j%h5Q8T~)nN zE^#lBQa-k3Z3pv(%@s#-GXW|M-!~hNa`P6=e3h5j1U7smj>sl{kl$^*y~vaC>4Q%c z9oSRrm#r;b5P7fiM?DWlS^IWz-B~N+452q!kaAJqXfp?ft}e69z7%h+drKjXYss8R z*?VnF8bK^-sv2M8BbJ08bQKN=E`%8MKwm0_W2jCv&ob)ECB*Ot{EAXzwHY8b3JDZ< z6ueKeW?|KSo49K_fEa1vM#K=^*86Cq z5O*%mjzEo)F;$_l{f@Jx(BZtav*KMe@PTeN$E*bL2?dx*g_{f#cX^habNGqpR=YS{ zTUf2ptHN#Gx#F%t6@Bf%BrBV){n1y;g@E^#(^(|C?*XZQ@Sia+hAB1 z1CJ6E=(nyW(n%B%n?C)Sr0r+Jr>a<>O>xRXfK8131#<b@F%*|^ag*Z!4-_Q90|g84fZ(4{?Y>407hlc+71RHK zD**pb@ThQ5d`k|?eI1mMYHtgtgypt@(w$GJ2}6&qr{Dp^Lik@L9HEqI_^7ojx)S)` z>~-vS2u0&aK;$(`dGJi@1hUR@VRVH8K0CjERb-GWD9MpItUK-3NAKMf+_(0fOW8fQ zL{aWm^IdU?Uil&n!S_i zod=VHBXM&c*T!NkH=2qK76a{{mKeNBk$$@Pm=}#5@~e=yhFN-?hpBt;!}vT%U_>7C zTp!%q{N|d3#(GyFw~eof*pD}bN>YaPDB2P&c7T|@!mNTg{bBN7Ks74tPCO*+u8{;c zqKSb+sAJ&ED&V(i@NM#E#1Jwf*V#SjWTDnw{uTZW}Z!ILWe^jBN88jH=tQmOqS3q<_z6-EoTCCX}uK!P%| zOB)Gc{0Fr?AG7sYChAHUKBOy(bT}X5R$MU=Cqgw452K*;ZE}=_f`rgbp0Dwc77;GR z5kq11ES8qOfhmXPky7&L<;9|d@~j+wwf^8wa%?|WE5wVQ^cafY_&JSEVlH9%`Lh2; z$!EmxXYk?@gGCqZ@$Zd4Ri)*wiEMrP1Os#EJBRc&aYlNtUrtH859=_NJ|3HXc@@0ZTjnVGqV*gOw9epAiPR$(uN!2aV;`vDjZAxL*@-_lICgl#)Fr z&w6c|;zK+7HcJW13wk!>wd@|JS5iQqgv_~4%$ca?VpjpR7M^gPi)9^B? zbnjXUGnBZD+wgWd?xx6CEcaM1Oxah$-L2aDpw0ASrRDV63`1>y0yil15ZCt4a*~?h zqFYy0WkBQ3d&x#Xi-SZ$yP-BfvG=@!IAE36NzQ9``L*wEeZ|=AuWI6n6Fx6uomAM} zEY^55-oNpcm|#D+*it)TPg2`Cn{0{NpkhC>;48FJ#|kWP(jizt;B$th;Dt;l5rjnH zg#aaAO6PR^8SWJoAaK+J{fK@abI}P5&l5{ouL25~^5t-B6VCKCM&v%fW7oMW6=DY$ zA#mGVv5B<6!iUa%v(n&9Yf?(r=tN858fARiqAofnv&vgyzH78C3>#?I+I6lP=mnh+ z_P4jPlFcz42G36FMjsH&>^e467;k2sd~Y#Ox=ELyv;o00-p5L(5|qv*uuupQJR?eA z(ZaJRmZW~+Ic;s2NFdHkBM?9S!@`4?zcOItu@xt{9ovFp;y@x`luUJS@>EJIz-&PF zz|XlxNjYsfU#v^PqOC9UaH16+vwkI8MeW;x3+Xgeh20TXEkD6!A>jOrhUc2DH!sX~ z(eBP$i+B+Gxh!x=f@&Di3;Q74r>sSbUQlA$D;7+zw-@RiFRq_}ik}@IU93IB39iYy zz+O>c-ueZk5g1jsWa2=_AEX$80X6*qlMe>eD;rkO@w-CRpyPMXq~kpj+WQo+@LaUR z4@4`OQozEPY6iM7^Whu(80@q$1}t!492nlk1~&&b8L$Z9Ew4A?NYFYMDfCN{=_Xjv zEPgzy_*9@=LECUyPBpwD7rPQcdzz{E%VB!N27igbSE{IV?;@r3Bus4c)G!<8Y+Kza& zfi5$gF5Bc#r&Z3Dj$SIMNgKpa)^;n=QWis0lA?V$Ifsa5jmal^tl{0Qr@vGZ7)l!- zOM||#C1uH+Y&4P1A3Wt^i~*TKBFGeYK&AkHX1QR42?94Knf#BR7o$xa6D|h%tXnR0 z%vgTOvVl2fSBsrW8TdWZ+V!)(wN`N(J^|PM?UYV9oP8Md4^GLqD@&32p3ZX9LX<8%D~kVmsxe>eOtP3G z`P+#dN+Nl7PGWfs$QtyJ>R4R>JH17KN8^8zFns>^gyHW04++C^=GWu93dQ!ifr^rn zP;ge0r`~T)E8Jo(1g`hnp`Q7Ka6h?tu5i=T!m@$`1#~d2SXD{C1b@gaRuyf}-^nAp zB9(l^rn4BNmDi)oWl>@iuYGcI{!wzRD4a_0HvPO*0q==Nc&~nPu+?eojI}2mK%USc zjX>W^)j*)}?1NeV};zSMi z=P>M`Ef}iRGMV96Ln}~vz9qc|dc+vKuGrN0t7L>PjrSG}SuV6s;78x5j{RTE&ERUN zRdP7?({GahNE;sBDrb3;yZXc2xOKeED_CxByY=Avx?lS|3(u{&^0QC7rLb1YQJhiF zp|#c%aaPKX>~O}+C3;G&ng*5rBg-_o1gQi$VQNLIDCwqs(Tg%CSP~DW*)x_gqO5?s4ORg!`4AC}%j!+b%BJXR<>tRv-X;GK(pgZo%`$i3QIe(T*Px5Lef`b$RDOBnBohOd2c*BoHu%NQmw;n3SGRC3S7Jv zO)Pxh!Hm*ZGs~n$&^CDm-MfBusaIUW5hJlM!4!iXc8=l37*gcOEe7bLYcy8LI}b>; zMs6jLrFtfy?!J*yJkP&+hB0XeV;|JtxavZly5E#jCo)}eZp3tm&U}8hd&{q};62vr z$=v3P%%025liTnt82gQe%TFb-M-mkjlBx8>Ts14*C2Bsy+94E@`<0&=&3F8lV5)jY9ek-#$Zu(pKh1B?w!D$RhUaCn~%RO|)UNN!K&r@+B z24H4ShFd6EA-<5EdOLw25%ARF!Ad%|q-_|*gC~5HJ)s4}) zca~7?p7yK|`a0-Ji{eXth>Cr=Lq+B2&5tc{OTL09`R|T8&LRcZ$C`b?HVpkiQU!}k zPwZpf+igHe>U{N}6YzsK;DH9d4rB{Xy8~?v&wb6C4A81xiA#`(n722|eaS#8jA&ks z7@Zl?3~eU<%X=Y&D%HIITIHl!HHcg|y0;K`)^+xr;Gm-;uazck#ZQTp@N@4Sv^UF0JQheD)yu3yoOk*{bkz2>s8{w#2 zMp0UEw^eDP!D`*{uBnB&p?JzcSFTHPS@W%T9ecNz)-^9To5;GrQub{#d|xJIsp+06 z)R%T0QV*|8b!(mIsn3;uWi0D*l)V2u!*@FIZTZ-n>A-@ZGP~I&f$w+Zw|9A;+$v44 z`>u0n-rtz5{rMeeQsr_pU|A-xC?B)<5?BTZEMCVf+kdi{SS}5R#GI4%>p+WQ!Z8#A zLONG@PS&PtA8pq2!dUyM^EHOEdKxrtX7F)! zoC_DdW!2?W_WALY+6^t?b2n1Q-(OF+;jwz`Ir9G2qkzjDPkv42@o(Jeh&{u0b@8xR zYQ>vrdqr9BT+u_j3o^6T7i9GKNYk%8gSKRiv@w+#a9V!&oJJglzS~DcYEnd3Ve#F4 zZ^t(?u4YO#aJG=Y%*!yh?ukz6%;>Vysgc`%ulk{`|9*nzbYC0W^|VOwdQn;v*SoJS zM~DYwWD;vN=Tq<7FjOIfQQ;B?b%WEF3&wu0Z`ZOqJP$r-l+^kbn^FIf2c32ohGzYS zEmG?A7r5EA>E7{L;U>eW1s`9Vll|t25(Q=lr{cCJGvus;dmZ?j{H#B9k1ab1%gou| z8L77_SlxKx=s407z9&QRgJ>p_yKtnhbE6s=(3wI0Y#Ru$Ub)8(l z_DYU9k$MXCK;cuK{_d#4BG>9gH2>wA{vfXC8WV%jdrVJyH*02Qz_VZ6vgHd2j7eQd*oA!SV5anYKNN7l2zDj$(=eb zTxF|a2{wt!~)mjNZ0GQ8m5FhY3yxo*pc%O zCG}{nYRTb$Ky54deqi`yej^l2YJlVCEJ#_fa)1-{&^PRzotCwtrzt>&Ko6cPd;zl> z#?zg`%VaImpxKl89V>6xg^>1eN{fF37*28M;TxQ&4eG6dLza=9C~P6Qr)%>ZRCClN zM-_MWa0L3I=Sa1!vnz%jrop;4=f8IQTFYkBw`a!W+;f?gW)Rl^m!Z;Y#NB%(hf&|5 zh0>1QQtcJ&?Z$K#(vH#nZA(_8jUV%^d}=0^&EvSac|732{m`_&9-bEct%}$fT|WaY{#6%+m-K*Qbk203LoY?cH?B z{(kC%LiezX<^Oq(;IaYqFp_Rej(y5kS#TxEbVN)?Vs-Z29?*D2dbY==)>7AwG+wwm zRBQET_}YjKJP9oW(~(=H6U^`g*@BYhMY+{CU~laNkJz&^tHw!!GbFti8^}}AJ@0f~ zgWnKZ3UDmV#snRy@>CMZjzVaqWO*u?($W(q)>S7xE;}Z@+39CU+38RCrAOTDE7+L4 znwhBtoXacYV&msn?yao&9j+soU9Z8vig0m*^v5e$3Lbt6ftWvLV%H5;yaW&(DcxlS z<8HcC0l}2tTSU5pK1=W3Wd1g;IGc9AY8>_S+i{k#ynVUFt^6CsNW;4pS@g#{>?T|R zk4-JOj?66S&4pnka_Hg2Yr)_06N%`}cTi&|YF75%ob}83Zn{S~MxrYFY}2&hJzw)I z$2k9oA%PD*pU7Uw-^b?%-knH*}6TCXjn{w?g6$3n6Z?T`+l@1AxSm!1IX(@6`J@?J0BxDZVj<-}{`+4#=>U0MJ9=o)CORJ$DT z-%#}KEKc(T78U|arVoLogTNw8 zV1XaA#Qu#1;`-DGXhFt3sL+F!x*UcWgAkl*^14d;v!)Dkcz81Ad`YErOwV?m_LFy# zDbu*OU%X=YkmscvRP~zH7_(mS;I;8uufQuQ28G-K5EB%F`UpA8F%^H&sj!B z)=A*hzcF$Em+|s60VQ`=2pVY-G~zkdXb7)SVu+>*=sqBuFrpc5fQ|(NrIZGL8F*g9 zkJ{*G_|D8FD7(u|FnO8Knj*e6Rgyn=Lc=D-t}D~-_b>6`RJSWN2t)Mm?Rou;tEowm z3v|BM5}I%k4B;<6GVX?wzZ6=3Jsb}Vx|MJfIOo892k+tsIJ`lxxCsV*TEP#SGumgs zunAQ30|p%1@E5{YB97aqCfG3BMc{!i5qP8tJXivc(;I>q6hREkgCOQ1Ud*3n{~Zzd zK+qHBA;%87>h-WGP(Vx@1$4U4js156{^8NOlLVRcf7A01zkwRiz@O5vxXQmg@Q()m z(IvCUV{_&S=0N_|0J=T-uO6ubAE3uy-U@i%tb?!R0(UYJ?EHtL{~_kT@vsnhUb+%| z6GiBPbAOl5LJ(7SET)qnM)vD)^a!rvK8S!0AwwpAZtkj zSquBbak3IWZ~bp+3_VD6z#}a%NmB`=Gk5LcnQ{M0W5AOv@Dk+jfRdx+O7&%pbi_=F zVP*U1Y*8xAlM1tSCg}Y@k^~_zzO-95s}hdN) zKIw-Izp2g@5nb7xLt9;;tCq4o!Zxn7Nzso+IYjkZr8G|SK^xZo*>RAA0OR=@qqCEZWS#xTkrfRm=3H z_YeQ>71f3pEl*bzouzZDr|9)B>eIq!4$Av5`0R;Z}#cA z$l-;n#OG6j)G7nlQSD?Qjlr=8jH4av%QM08Q{R!ZUmEMwbbomI1-}Z_m9nQRXfBqj z-RY^38o6r>U3K{?Rd}l~T3Qt+iCKlMTV32h6FuKaoDbjQ>Sp!wb4J`6gQg>5pYUxJ zTqW{79~9iArl@t3LM7(|1-GFyDORMGxGQyvtTqCk=L7N8e$}J?sJG`_yfR!cQ%n6-2S{g+Da8WL=if84x3i3tnCzVMZ zQxBz*Qc??jI4bma!})}Yz~?@|)BwSGxQ_&Q>wgivO%QJFI)2M>zqpr0+|Oh2YxB%k zZrpBj^>h~M?Qd@{u)J^INakgkBJ%K5`pf_~F6jOnXH>#(&pW>MMi;3L9A~q#cAl`m z3$&W8ud;;)vfFlA=4x3!Q{PC5w>SDN(e|J8E z&BoKHQn&kvTL~)6)zj&y#y!t{+87Ia!)Kxtld0k*8oM@cd9wrA$F%J?o=Uh)a><|M z^nQEU5ksDdt*ot-&PjH}oSj6v+*9TiP?59af(dX=)-NQE+;Lz%iP^BU-Y=(eP`lMu zjr)|eyDg@oY|Y@HmfKW~TLNgTva&ls=c=o5%K+6-Rt^K`iSlaP3P8UrDW~9x%VnMW zhPSZ4uH4l*_*s(8b0fMYcW`Rb$P1uR*+w1=-utiBJ(nNx?erTHowgPKF>WLNjeRsQ zQn&QPuPTAfB;)3Hw%Q9P%Yw>ZC-i8VAKrYxb1%APzv;BH45P#M*Vnx~c}G5>H0pkrxWp}{%(%cK?rE|EIFq6P@ zxw#TmXB++2Wexg$ZDlRnk*#Ys_8CuhQ>v5lgz|75uG(90;>YbU^GS!Ji~Ir{oDlg> z2h5Em^~0CQ^k4VS$Ik0%LS${jVjqgJT=Q|w>Q?5*SHU{!cgM&siArx7! zL{DGnLQnT)V99HTQsw3JTT@2G_7L-Wk7z|ha)bqhJ{#jo6z%kuX7)@#DR ziBXyoea`wSVmb0V_Td^b6zt%mH4=JHc}&yJ8-+Q#e`YxKSb0XHbFwx(4%f7q#gVX! ztY9a94SA~7>V8R*=Ds$~NKOqn6xJ9*9jcVzC27K?Fihhd=8)uZ@BU#xYv0EwGqXI# z42J8wU+d52>fSZ?HdQowj-J_cGSo(>%~1NCOMxI#Ys+9U!cN!EGU-n>B=98ZX1=2b zC(A9EhAF(dQPv|20gU{!VcJV&S;|FD-Kw>GXYSg}X2@N(VwFM84{M&!Z%OJh7Myjh zwXWon(>L5s@UP4gD)R1@AK`pURf6nV;rL>M$ckv=rsO~08b1;?E)d&yeiC{yeuFo) z*L^miim`Pg#l1MBmz|zG)#yI*nicD-;!_xYp_nwI0M*jI*nS60lg&xENgoEm)+)4i+g% zf<;Q^V386ld50j_t3k>2fr8c}0q@xTP=*Pi&y-3A4~kE$e7jy%Bnok28YXUVWE!S! z=n$jfd30gTa)`45v92Dy!u*^xJO9F422V^-hWm8^h+@nN-(k&SJ(Ay@iJm|1N}2|O zAzuT*OMf}G2W4?K*3Q|)QKpN6E0%9c=(2Fe2ANhmy6c?Qax&j%6`6rZVa|mD+O;ot zdQNH$R{mDHsC;oaL12gb3u9QSPMy}eg82k%yTrxG1c5URQWx86tTL?JA2R1rw(3~$ zEv|bN+X-%zgYR%u^BYdm)ib9slBzP27|(1r4;@wJQkOi${YVS=tT>PfMG7|v8(E)hNg8z)IM%hxNpUrUx1wm0Z6){}#` zH?(}pAK5`&S!}%M4YKN)6~-`|A`auE0s^q}SB=sRhX{P{)tt&?NUYtW z(BO0F2W;9QnCr`YGFvIyRbYmNi{7h8i-n^}C==E0!)w#9QWfL*TD0w*ma1M<_=Snv z8@Hb<*Oyt{jI#?0PT%?6@=NboAz#$t|*QVdo)(A%`$*2fT2Q6*_{mLzkHze`k7zC-5qWhiT`g>0rR`S4?IA7 z+P0jmn9K?hTmsYXBI137D(B;fib1u)lhh3#1Frk@mS-&xa?K+3)iC+sj|aRtrvf9_w~M3la=vC4YA< z>7JbHM)Xx8xLtgra8AkJ-Zu92crkTvJ?_3WN@Bth^Bjxa#Mq!3d*Obi?>C_zA4!i+ zKzn<-c!JYzUcgaV1yHh#`ZwQE{h~O&-d`C6E1q@n(LY9>6A-6kq>g}KkC7Jyr0f`Z zNkICKktPDNevCBZ@U79SnB$vn#UuIbydb`3w}bfJ0pfdAJf*+Ll#l0b0vYU<{v~nc z^;}(>MSg+&!hl<0CPZhs;_@6`n5h_DcM!EMyeRcYwD0z&;OO>7zEMzO`Kh3&#A1_* zlTA)cJ(LfHPtwW`RaN<^s+s~188V7dihrryNpi2Ka@HmwZ~`(k82+96%kH-6wZY1v zA$%FWgD>afD8DEg%k5YKtq)ZSxYwUf4`}uc4>ZgiBmI9M1Xm3ZEIm{qAVYXW$uD7< z#4ibE{d|?P@!Oj@xwH8+lX7R-YqQSwhebYlE;h$ed>QB^n|KX~^dg9N29NRpvZ6TK zDN1Ux8(wI+zIIlpt0muNCR8i-IcfZ5QN1L6gBgv-o<+*V3e#Sf+-lC|Y_|>1QjOvL#kBBSzCgHCfN^|x9X&Mk8%}TKNtUFjc2d0+BYBN&Dl4x>SB>S{a#&zBvk~`et z-mq4@a89*b_K!3Ged7Ny4akD?mVPGOS{}tmh4qSFz?DeR+`7t!OlC&(iC!k802*JZ zg$l@0x3Cl}T7tLZGzPN`2REZGXT3_X{*|SYeVTV+`QfVPCRD9RvM9d$hoad}pv8IC zgV>o{k0-RHAF(Ej3a14ev9TGI^SRmB`l(G5D^qBQTQ#w&lO1V}w! z6hxpeNt8b=pHr)&;5ZwYbR%Gb`J(*)N&srq;sYr;U_{r1y)KeemIb zSmV#q-xGnu|4AZn@MUm#j<-_nO0+}NYVkGI4cp)u#rXt@uhEn^H;*h$*t42ZTI)K z&l$X|>QP?5L~&Kz%3_dRX!f^%ZlZ;m_j>c5)zm%m@!$R@0D5cPZg5Q+k_VF=p7IR~jx$&=i-SIEo*SDzL-&{(n$bu@_qdx#N^Y1H znt^VZ6IvZxFJ70s=juB=S0r6iSBtdjH>4a zRCP#&ee&;$8lFENU}%a6NQJ293d>+(Uhl=kj&bYE^=}+V{DBsDYk8Wqvmk$FacD)d>mCR!Agt0u*_kTaLiHPVjz&I`T*Nx9HoOXC# zk)l247Yu7JxZ6EOaijm%?3EApN%C7e2hc+&{nT;3JB#akiu)Gl9?SRkpkz}Mg;y`i zY)!mb!};!>3fV3gd_={i`uka(sFx43V`8(fdMUQG2MwVd^$!L!R` zuY0d>Ar^~G7_v_5S;;XuS)UbrG|DZHFBIgBs>pUYq-xSxxo414^!EpaWHlr)Ds@cx`Z*TFh#U*5Vg5l$B1!iVk|F+J2_nh!w}{LmUP1D; zR$#hyRDt1W$S}n)fBxa@S>;G4N+u&`B2EI#axe~_T@Bn}ci~G`_QCY^cm>=k z6Cp1I&Vw?afIA~!z9*5GkrICaVwG=1aQ`hEhpOz?QRBu?Bq?!$9+GHPP=Ew+CWBt( zlpK?aQV&!m8`C=4LzR=hh!Z&P0XjFeM>#~;$csone=TN6u#X{M7xB+c7MS_D`2GzH zle|6~(3ZB{c9b{0S4KPDJ5FC(F$T7~IE;%4-SB_>ynSi{j1FRr8NF%Nu=ihVGz%j5 zg~}<4^6w%x`B+tb2Pul&Ai^~0s|@Ffv29kD)N#&G)*(?C1-V>Flm>Bj3n%MPF(-v0 zI?SHwM}W!;>tOd-R3G`0T=PV^l#T#g4c)2Ie`Z&lZX{-g(Y)teWycG;qh-sJiC<{x zkDB;SCW@yxDL;0SB4@NsB4>PzhYN3Mc4p-z;;zN{fD&9j-#D-Ci6Ot+ zM6c6szUJ9i-@fV#U!}J3ds*lCx^D9Rw!u^kP3UYN@+#GiF+Bf#UR@Q0jil)wcG~W> zulLtfL}SZ0S^EXCil6Bo(~gQ8i`Z$~*S;byYu%d4z6-TKJ!gAiMkj_W=419lZd!K@ za8Su0_4VMv4<32GT7RCkM;xujI<=)7D7jmDeKdx9nrwjuneXPf;rObywTGko&X1*1 z7pU0dSM!$5aWZf%m=9XE)@sCY%J(oXJk;fdnJGE&zIwjX6h(p7K@Gi5Jp4Aw-bzx2 z#DSADv}WZ;{(?qJ<^a#d#xL)aT^5rPpqs{?+HJ|2vuE9WQO5ZSJ<%Zur;45^N7*W^ z_4~D(`I@jMnVYr4$Z`zjc~G3~c!ZrD?X_;ct&D|0`D0ToM`g|!F|W0bi+ZjM%)Nhf zh>BH>48X*ML@`pSYd&Hgx^#6>D-xchb@M8k^rvUV#D?Tatd7h%ex@Y4hIZ}q(}OAg zREo~$n5R`fwq5TDH|S+G9)eKEAou5p~4`0vou|Ng8rRZYVS6=D6%&J3b)H^&$9 zZun}PRDZcu#Y^eb`r41XP5X9YIQ*ThD#O%u4p!ot)YD(wh720kx?79hh!UYiZd@V) zXdY4C6)Fv4bxM+|6O>LbUI%e!CsLfCT&L~};;tbUFg4D4Sl#s4@6C{k%%ojfDP|`Vqn+#F>7nZ75k}oK@!IuvXzTZt3@yS2TVx z1b^vDvjEiQyhP6qRDJ*Owb!sjz(Otv-=Z>NnXfK1YcPi|!Q@a$){4wq~+`@rW)wJV7m_KBIoNx8C&$n8ZRfwS1_((a2o0aOa| zw9AjaW9}mzz-BATU={8jX<>nx!r++w>z8TN7PEr~yy6b*1KYnQW%}pdnd(-%jz`;1 zJ9tbOPt5L(=m1nmLF9}Iv9+RMVMj}2CN=Yg`9FbE(DNhTqdOspR8tKQqj_q<+(tBW za3&^Pp0+3=pgqMT^wAEKC`vekM3Y5-?dFn$MmR@r0lm1k)Wk=||qK^pxh zM4>^j4o3f6W|y+dFKf}MA*a(N!1s)kzdp@KUi2zDqM^}cl(?khXBm2aQY2tH@pse=e&2J*X2WDsAcSp+Jh&{@+Ed3gV^?MKL`ti zSbMJpDIajkV|jEcmA%wP4l(EdH(^`+5-?-^^ss65hq^ihsy}RQfEf#99_Yydm4_vs z8Uf@b0a+I#P~iwvK?JIox_GK}A$)~)bp>(^AcDg{%|tsZY>C;oY2Ey5{b48i+qkZQ z_EQn18RX5`g64mbxroFXgZAZU?_4F2_50KOqN_sY1kK&D2dbQ7F1yYCYd0B<=T5|P zt7Sw2J6l~&{EZJ!2Hb~c9~TA9-w?!ij1xcJ*Dj0%XMxZ00{`L6OmTn=Oke^2tqaEc zw|QLvPrS}cAl{C_cZ|RG--x{u@Wgn_@MJJN8QwC`+O#~r=jI9_c+tBULYuaPJ_8yO z$UYW|5tk8x3?KrXx@=68yv%;SrpJR;JwB_3sHW!xC=79gus?E%KtuMCBa-Lm_{_nd zfSMR|^IpG!)ig084W^DHfQhc&OZp&x1YWUe0fJm!f?Tf{f?PF%Ei)$xw$Kx7u_xGa zaGt=zMqtTdI`-0OKfCv)Bc$&{Pzu+I?ymD0*F%WJi#O+_ruK5a9OzMJ$t z7_#{^yNqYNYn%^9MfKTus*q{%rU;B*h*iv2UV*JlAdd3UO0Pd$0UIx6q>giEqCvAV zgp+XHZO;oqPD+X98OhVptdI==tY4}}gGD90WqF~O?O;@b`^sslqSkPB&^;84=AcVq zDro$W_?AcLOV`uwM~bFB3;XBWgU{&nEX3JdAdJ0g=PL7W-@clByF_93?Gg=u21J?q z#*OxT)5kH|W$G?h1a6c2W$w$-MrXgbJEP>eK)W$(bN-%sVV(blx&WA-;zj|sm}#ZV z5fQ2GVk>Zp%ugInwg@IlB?^ow!LTp_p++$Zjnlln?c`z-HTW3wZl z_fQqs+K`RpFT^KM61ymQOKm>$&<49!Dp_|}4D(QHGrV}YF#xM(?$kI(CU`qs3vQE{ zEP1=G2Ft-SwQ_H>3JdqMRbj#xg&CZ7a-8Y${(mWt_y4d&W6Q|@D1~q!SoN4-?t`c< zV6G}x7XE%HhrjDM4SfLj-sxOIbuhsjhnxg&*c1422}Y}iR|98xQ{ZnWOLPNxmmL$? z5r{Gg+%Cty{J*Fms3WUzhy9nAohx3cHw2{~5M)adWSbCV7ZPNvauOJ12n;p^h8_Y# zB7uR2z;KqpV0Wx6l)xZOV6gs{d&Q2G2xK9D<{n}ZAon08o=gm{eQ&FlFrXct7`{tp ztHv-D0(ttohWaGPJvcN#?(yaMkA=KF6h8Nm`78IR%^IM+IeV$&1jPy0d_e&gJ*d)F zN5*+!m4+VAgNh2^x0jLl+y8;2kJv4HO{ty;)1*~tm67tTSJ;5Bb?t|o8|5EOoV9|_ zBrGoT-O%a{u_|lh?Iw*M9TSil_$x-G73BhD;T>s zmIr=1^=q=FGR3J679IJsIus?eLDsD|OPz495v;fHwRaWVpi5Z1=4!fiYTl~1^h3qs zHP0;tH4g^D8VkYuo`0^W_*$=rD-G#PnG6$3mo!b8Y?0YM74<%2XHQ*bbtBYfWR5g; zsGUwQ<(ymxVk9~$NN`#EQ^n~doqg9(fYXAC>wL)t7P8N(R!=?L$QayUlUR-Z6CxjC zcG{hNO72`oh1(2W;Sm%FtQKgV>U%jG)2B1%h)qTcw91U2_Tp9F`hTwuwJqTAt|;JW z>bxdbKCh9=yPc<-s5lP@c)#fSy+JAJZumUKGJCIADvT&W<5Bxvvh8-W-&b3t%otrU zs$DdRSn?G1e&PC}>yiUP!gnYWq+`%RPV5i30>qw5HmsCWu$MJRas-;sqS6H|B+l5x zcgsx5%&fSLqxy?R^6g*A^TtIigrS-qeN|ybEDo9O_TH^rOI@~}6tQo#J*wFsDD7x7 z zDRD4WQY14uabVPo;^SEp4_6yO!$uRSp7caH1(F_*^DN0XN@9CXU*l8qzpAmaCe*3- zNu`qYq^DPQ*x;l`9FdZ;LFn>YorzY@a$ODAN|vgX&R{>wWEhqQUl<)`QnBBFTG#o; z{g?F;T(!O_WeF++eb3M2Ie9IfpMWd76FXH4aI}GaBE*L#Yyl|JqT^>OLTV@IVPH3h zC~VgCwWzH|=&lw9Ih3XLTTCdABhs-bU2~aXwVO)rE-#JTj3ar*>00Cv=C?%8 zTOZM$t6)>NY)A5R8VilW#mHfZ{JJB(-0peGDVq-rHN7o7MwxUNG??3~>1sHNSU3Ml{cl}V?VxA}QbDFn!E??S~y z@3iP>m_0O&&tjI>Uj7xIf%EvS)jzCwl)to+6)axdGbwJZ#aPHQNb4uHo|j+Yc!@L8 zHoQ+X7``>wQ)J}iInWHIniQE|g=L2~;To4MT{`+ijT1~cJNqMKd!;nziaUTQo`Ex!Hp zoCZQX79pu&m}Tg>i5!U(&Y=%)gNU36ZVHXnb8+vVG0#2&5i`){8 zSvhZ{N$2kVmMJ`oTfT!&M4NuN_X1760fQ0K-3DJRjM7XaKQi0-=BDFHz_t(EbL;X| zrtFyfuoZ+&Pebn!kJ;Iu%>rM3RNn4U3JT-0?ike4#Qb;x9V1oa!1;Yxw!X^v>pJFh zXl}fb>NgMR63U>{r5-s$~w9LoK zgv{&8sL!(w9FVh}T2`96kc3VWuWnpr{Uh?uxZOjV5XTEulV6ars1O99Z|NG{3;91HZf`*|CG(?bP94EO zbWCgkBmJR?4$duzVhdTw$N^5)tMjk6lQZi!$S<7Ad=~ce+0S1$TT_Be|Ad%c9ksQn zqJ}PcxDJKtn1;;AS>-Kpd9LN^d>5O2yE_;;F6#TqywkLMvfDu|G9&TIrX%sQ^QSUQ zHbKPo9V+PNcH>-?PW&#Yx>T7};H@%_jD5Ll%I&~|>68v!NVk&R*!Rp@(Zac@RV09Y zgixUcTGiBF#Z2NyJ@PrQ$Yxa$zhU$ai|F;+-yT=guH-j!nbv%+y}sk%n`oQjSlO5) z$@|*owI{CIEKxpJFFxnzxQ{3^_zuVSsD^DFresajq{zF@D#M(3+uW?p`+?)=ooToH zY9wwhfu-rT-2S@aa4A5Z9V5yFWPpGSqZ<$M{|vwsSN!CJoI1#xp!(%wj8S!Lz zMH{zCvEAWMt_hmN4f}-q8ld^BF33YBAJZW06T#xfrUKI^SzsH3h=FHUzA5?}K-BHK z#lB@7?v_yD4NA*5!6JbmfBQ_4Dsq@|TT)JD5$>eVz^rtK^ENAf{JPZx8Y;6 z;tO#2bGy~X=C2a(4*m?uFm!zA2FHjgZrG(e?xsA~VeQkEYXBJ}An-B*^6t3i7@0e+ zc}A#NKCU@NHV6n>E(hk`dV(JPS%nqdFi9hK!x5Xud1#jOWb@KrJF&9WhF$EX#R=S= zn&d*SMG}HFIyF=|AI@3-_b|-^!n6`0OzYdhEHmH0!4zgZum_&eB=iI)jMGRh3W+;` z?E+8xtXCNb?zFE7zMgH7@=1Y;{Or{eNSF0sldw!6(P!bZPMQNbzt?9ddyN7ExvV`1$9dp}0pf#*eALj9khZyE<7i@+?97)cR-F z0#HDLf+fD7MYBGIFh-k1^GELAJ}>_EyewD3gQ@#c-oIRx#}u? zjTbinqxWvWRU&z@DZBIS4jlJC>ap5ZI@9M>1Ql+~!kR3H`n1+c* z4Mc9&-Nz7hX7YB6u|+Lc#TffoNLj5)1+nEcDY0v_Mgrv%H$O|vVE9`FRjICJjoVqg z(1mR&X#+;grtd>&5oOm8m5UhQ!P$VwOCBYvOs5hP-e3E?5FSeYDCTq5pw`t*#3IBf zn<=iCflBMDas+?LlcYLwz!i@fB|!z`XmwfOhWFH>_vLMHG?J03iEXD(*082470HhE zyh*<-a+6i*Y-mM~o&x(32nL6PoS({(xQ$?j*dTeXz@uu;#zUaiqdQqaK&>J9SuX6I zMGSMvLM)U?N#tYy9bv0?PsZGok;W{oIb(>5qIPOW^0AL(wPClg$hjj&au*X|2Zp;y z9B7107-bVUC(i}C3J5Z|%yYrA^Cv;5%r~ztXs-6Cn-U5$h+73)ZFVgWdu9y)nP?>- z^VN}=`LRAVSG$?895Rs8i_m=a-h`7hX=}#?67$deG@=FZqORLF;56?89$-n%&OL{d zx!k;?seU1Wj|71S&71Fjc=+B}82ohix^Z-4g7``jw*EB3WXu;Z59C>V0&o3kCBF|1 zD=VS@I$;2Dqt4==cbC@c_+%XyllnTDROB5iM5K)wA`&J*X+WmUkVTciy;6gR3kc6C zA%3NGW=OVIY>dH|;?Td~r52)ShChGQ88Ylp2fpWIfgqY9AsO^?q)ZRb3*h<^^GI{a zmZ54Z{)!n6;)3mB^P*aJ`SBb}n(joJu7mh>^rMb$G0R~?oc1;E>%PHz0#%VeHZERS z$XR#mU)bWBS-9U#kG*2@^_G5Uw|=6E>j#SzGB^RjGpq{Z|n& zb|O1wb_0+a+x$stmOtPMS@r*-?ybYBYTCEq8)=ZWkZzEc zlul_75Rh&GNfnUpZjsV&_U4KE_Z-i6eD5FM@gDE{$GO(5nYregYpz-AToZfk#KLfk zM{;;WN(s~nSyWO~WGGJy{U(Lgm45nsiF|6iU}F7~Ix@Ll3c_stoF4T{1U_G@}J)%REh|;kA;L)WPu{j>Of5@zm63iX>0Q4djQcCqYbOgc-d9 zLBGO+W$c>WhU@};Y<#OBIgMA#9!EkWra7&H$RgE_!{bE8Tv2I!kAUdl-Fpwvzaewt zA7~4Ev#B}ZCDIV zXHAT8?;Izo(0P$3@a-`Q=ziEX%Pvu~?ewM#g-obnsWY%nv%>@Q)}^86o?=FA1Nd_C z^DOxV_9>rs2j`x1f~#^r)RdS2>1QDo+jD7Nf~KXVy>uz*dO~)gquW(gwY_TUCi*Od z8HvNN00TE+!@3c-Tb+wGdD|}Q`zej@JkNG4KX(odw+Q2?9LB#qNY2d-l8{obu6sJ& zIOQw9nS1;+b0n9V>HG1!TzR+WL({9@e}6GMcom)TS`>xp``)KHV*8)9DxH>x^KHg; zIG6gJHbe^tnBxA`{hHXxp9!tbA!u15G%YVakjp+_=&z=_=zaMD5c%Sg>!g= zpy;)WV^zjSZKgw8XleiA2noJV zRTLL@uO}fZ4zVWzlNvpoj@lfdMlzUdX+Oe=JAq$`g(koS9erDj1qv1M6g2%ILi#J; zRD2d!UmEIGW1Mv#x(sbH-Kpxg%;5{hq~JJ zf>!q-6l%oqCJtp%4+`b?Y%y+q?dou&2!&dJ$hap-{jvidlr+#~-{9c;xxvxFklf(# zIGQ9}yo6wUYVi~map@g}MX6vRSTqAHIuJx_sfbI;V#?v+odl{$20OMx@SqEir6kdQ z)vfn#ZrXSqUw(Y9dV6C~RYGktkU|`TO6nc*=~z;ts+xuXT!&wQcPKUu!mfj11;1&C zHXk%8##3HX?D8QABbo1k`pfPE5^J(!p+26j5#AZJ?Pu21;(luBw!sDkd`Y65YU$x| zF%VRISs6J3ypwn%^j^9lk}Yjsjnfme*ix-;h8PZd9hKHe z?lF#6MXtp5s3y~((aOzi1xC8(V=@UCsY`*M+ORcETfWD%=bhONyq0qME11JKof@%}L@eBHdo9K#rI+=_kHT=kFuogg&AxXT z(YbNu2;t*gmH*0fv>}f~%&WExgRzUZ5ypiU)Fjqv;l-IJt;oIt-l77! zQKzhr5z;@e9S@Fau;ntzXU#(=+dmWhQ6gyIsO=VpSs8rb*qJ;=!Pd0(u^agtuSe4o z{xUYP4s}_67(dmNLD$VFxcX4rjjUC%=NRxTn}Us<09;v$yEkk%CZUV~laEX=6}A zR7B2NUIbT;`9-77O-Akb%A&@R|5Ju*edC&{UP;GLkY+rxvq$v0F4C%_M^h4!-u;N( zm=6^Pk*BP7+&|{W;=L%@pN$>CRnw9kXV4!19deYA=l@Ik`&q=N21vtdjMOae_Yo9USnPrU+a&F%r6Goul^=F z!@X$C32SOce%cd&__W6f@u~U1uE6h&xNmO16}=2M7n5LtnGy;4Zl1staxPb^K{1IS z5a9Y(0GHp&iYlGj=6}F>Y)q6(N<(Z-hKNuSo0KV>oJ#{_ETM89QxU6|)PQ5HA0!Gp z!y`r4a&r9##3T^LiB$gw;(I)W6!? z&-#XpbQ6`a-Nh*;<6$EUS&H3f?}a)sA0d5*rQ_24k_+=4bs5z|f<0x5-uHg!>Uhxf ztg#n0FDRrwv0~`R91C-QtPMsV-wS38oEcQ>sU;{xvv~9jZ%`?YIu0x7opWn>z9*$o zmI?E?eN_|)XJ^fuJkyu_2hkGt%FQwXCf58X6YHAM*>OuxXz7~K>k;-V#4^REkt>3K zO|X9t7sgyPiP-Q~R?47{O=|`5UKxCrCp<2+4o_rGc$}iw_E$&-=Pcd;4yK~R*C`7>@13j5IJvJf_rzY@H!M3BwHYoK;Hn$^9p?2 zH{%nFM)l0A#>e0HB*3=>(nA`r197SLoRTHhosspPj(7^YLC!1ko5YancN9f(L=LYI zZoTGkwhADI=#xUNr>I=(6(TvME8)>5@u~OHnPLZX5);H81iOn2FFW4<>lf2u)JS~n zJ$5zs$lmw`5sryDZ1d+8&{KTWw1%vup3=G4#R(}2Oi`y1Kk(Y9Fknt;wcmGdo$NI) zzoDbwf@hA;%1L8}6lkic#@LluDcj#Xbqv63S6@}FSX^KKjfem2Fwllnw(#UHO?^ZV zzeL%Yw~d~1h*N3H^;YKD+UrAKCo9LP@y&A+qIgE}WOWHC{A^t|rVze+8W`SQ)>5WQd4?Fp}K|C1v-p0i}yxC!>#LaBKklk#I z&1-{2Z#AaU*FEKc%7?SknYubmp`LXmpanVZEP927?tXf zB}Ah>Lsez`l8G^}17xh=nNxLa8T5nvcpQm{W^Q2-j&Z5&bfe;_pC?{)4yt*hlM!b7 zp}I+lbrrM7`KH>qwA5@7SweB77+H|tNAy68T$sv(8JjY$g%C#3K-Y!1N*kH#*u{K! zU|YKa5;H47r|f4*q4lIq)~(5L#EHR`ErbX&r!#*@4NF)h`*A`Hy=}ckK028lp5k|_ z;>Bg@`H;YtvKAFbI#*&0K+NKuQeO-in%X{MBELoR$nC&arFc4wkh_7u;o+X!QI>4T zP;FyDjG=I~CmxU%XUG7E852g#xqz72Ab^-d05P|ybi8~yuum^DB<(n6MA1tznC*ei zKfzBhT16qWgqthiiT18X&}2om)egx8(n67Bpnyb2tXP0R*Mi!+vX~S@^rt8gbx&+2 z=w6gBD}CS-2uORW^`h}t28@s^sY%&ug2E8G`8`RhRg+^-Y}Xz_bR=t0k?DOZ=?U~xMWFr$;fWTa1?1{W2YG4h7oPUUNMD>{R7AOZ}D>A;X!4mKp- z2SZ}ESHpmpQwQf3`_ndmA7D%^U_)LQ-}49<27}==*kG98KzoUw&GES;?URTwSxbDJ ze+-JfzRIpZP7|cOnJnF~eAvgR zN-NI&F3ewl-L;6DTH=(oIl2|z&%$jRAd-`}v&*fY`kL}g&*o)RL19CK&-+4~pJR%} z7>z6wYKHn$tlV|$`Y!8={kQhspEtGkxw1(-Moq28$6|BO7w~xNuBXpZ-Zaf_KXnQw z?8;@vdj3pMuGjJx%Wd1zg?^W;N$Pe0d*#@dPqWq_2d4PtY!BzphIf1tk3xs$ELX>J zbH}zXBS&=e*fmrL1hB*uORCUp#C>~J#-1@YgXhGLnD+I=I(I!~awwOkc?p6dAqSRK znF4xlB6R`6mFZ^pO$<{J!j;YDD?W`B(y?dBg?$?;Vjv4CMtWIjpi)_GPGXti3&)e2 zdjYFAN0am=*yr32$|QUh6)1LI)~bhHrN;?Crq_Ie>gpp(B~%qhdHF`tS*CMK=;g7z zU-LqyzF{GsyGe-o8meFkY|nr4WO z%ZH_sZiQvNnY0~H!xDJV0QvNq1S6d^uxxA!S0h9zG>6HR^TQJ?rFRcbCL_2cRS0)7 z9G;Q1_kLUOjySm`F?zL2H+1pRXTRbt!{V3Y4~@_BeA@f(5~=PIqwW%wPwo;2?-Kv| zhvcjMvn)Q02eO@#Tmc{dflJJXql=Og9~F>(+EG_K;9>n6Ggkh-QE>d_5@q$5%V%lC zRDDUBh=odmFp9JdvpiH9sVUxI>K#n+Ikd}7nml0+HA!DlhP(wRMAZRIX+FBH(pka4 z1UZax2oRn~PWeBmRYkN6F9~3foDzkAkpl)EH*QEcX?W!S08@Bm%FzXxdy37+SAxTO zWh#fP&h;9ClZXCvg|qgH&8qSrxIf_p`sC!&9X=JP)4;s^6B?{xPDoUOZQ|soy6?-k zRZ^=NQc-5={LU3jQ+N5FSK_`h%TdrYnW9(MB>6B1exYQC5~!M?h@8*EZxo`M;g1nL zyXJ!|XLFB9)Zv~UpIkG?cwhYV;rh7Od5U;etVX8UIW=^&rg>C`N$ag2R{iD6Rngts z*%zme(^2#;2D?K0U0VxJya4GTHun>=h9XU7q;91uq4p+pHB3EM}^z#-_|koXy} z5V{wnpY3tE(B#s4KLgcweaLa~bo3o^v3rNg(o1ZTdu<#3(7OQ7N!ytbI~3N1uCUp0Xz$jRiE=JE~l^`eqvJ5!7)$gqodNmj~ZFo ze|(HV7J{;}2vM;`Lxy0ABlHHVh;mRtR0@O_e&e5}^M+7&sV92BY&v=7DY#F!acf|M zQPr;aW4!`>0Ci@cHIiY`p`xLY0rb!8*@e9DlUqNVS5eeMo7biLXDObK5%-+u?E;&_ zk;m4Rvd}lE=a%9st~&2w*OcWW+WwmE6w4h;Lp*r($45v{i|Ruod7h8(&Fq3r_!D*> z6e4uuV9hRclSD_+?{s^(L*I<|nY4pU-kaI}D6pcQoZd;L`j%ou*F&Mhp(2l9(5p;h z{EdFDqjKbn4;2~gQCSp>u$+LaWfd6E_2l8eXFl={1xK#G4xQNl+T2F9@WFOjRKh>K z<}?rWGn z1WAR86H?Z1UDX6=DUy_)2^PvvNN=aqi(j>jKAd(SDr%Cmr-gp+`GAd^b~uFCG-A- zNWPIeY++=G|7GX*VyvNHo})Lxub)M}k0Oyc!(+JK+;Fhk-00aC{VBUf$acf&!!MtC z8REAt=zNo8&#rS2=EBZ05pDY-v4B09gjZQ0OhvNW&=~;TVVuvBi5XLfUJSImeqMSFmuaYzq`vKpeAe zWqF}OgHuG0zOkPLokeZ5JncdwTIJreG_Vbf3-GcPw6~x(olmRwLzz?QdwQ_{OA+k< z$^c8!JpW|v;rP~ha@fE*4NP7?@w%Q%URI|*u6*tBpETW~+YTz0;D<_oj5~NYc&2~0 z0{uezObCfH!4u7#_6IKDXF%GH5=0NsFW!GIU&N2NXglZ#&HxkNykO$no|Jaka#9L| zEpO(zi)uRcc4-J>!aKcGcp&O*s;f%HrA~6?yj75eu&!rZo#S&Qq1P9AqV3YuY3`#= z(V&8cuh;CReXljI%)6F3ex_!f{(wB8_C&ue znGXMj*TY?PYA2!#L09L$@$|TJl5A$yHU@LBgf?kwf_qZr$dT@qZ|7lSaC{g0B%+By zt~~9PKDATG9ZM5I>EFtpO={-(-9?9q7jGU;H`I-xZ1580g*AbCSYCRj zgJU|kZW*BM6w7v=;Ev12qY7lq11qL#IT$AZ&)Wk9HH)ee_4cQe6nS;q>8J ziQ*_~?0AaCZ2!RTz_43Jco7un|Lc4lihr$6Jr25@;7O+}-Z@ro_*LK-kNEG)@Dk-{ zh$5uQzI9D10qXqpr;;_Ye!tM#%~o@NZzK%o;6CY zht*onLM3mj8 zuGDyne)B!M4S`C4YDQ+2=rcu8N*wcU|2cCLRTS{mx3+qjWBvhuaJP^U=@XnER;j4=T*HWO9@Hua zjD!UkpPF2EY;;RjU&i_7G(xYJzHS<}@g5j(bZ>|medPRc(OUPSvy_4z@+%!N)W3?~ z80{`F^0{{D<)kihbRGFURZnXoa!12-WE{P`fI0>pov}Q#5dUI+Ei}($5HNhJweN5E z?Za@O#ZTCwLB}|aRfL(nJ0+WNYp->$8#Jf4OuaH_&QCP6pqFPa;K6M?42Rq3ac85T zX&p%VdY7~teg!k%P4X6IzQCRN6yxAQds`n1f9mSpl~{3C;=jb;CA!^}C;%^U^sdCs z@DWfCQW@Jj*9oXrB2J5mBL%xRqKfYe@lz}|;AOzvAM+h_^kVBCOPKd*cwiml!JXdd zJH66VFiTizcJA(1UY8EvL!M0<_1?oA;koOwq zcgVO1s2W$~7L0C4rCec2kMe3jbMfHCz$zVK1*`NkNi$fbsb^tbmL6{()@9#@|Aci} zMakYO+3&r-abDIqU4hHgo$^HB~O zWyv%hMWkj+g0AT%q$z%UN#ot=pvx9K{1}et?Zg~`MU0E;s@a2J2wRG-03&Jr5rns# zGACMK!n>ljUv_~BEIMocBpKA|Z@xzy5R14cTz`6#wIsnO_z_j0N?}l%N4Lh- z@-^OPt)KWcwwP6qz&DbXgHT2XE)H0kFAriZxQ*s(%D1Vph>u&92}k3re*NlyvUpTu zyDra@vhUL`U3>1SsjOKwaA7Z0z4nqfWv16=;oRnuGX&Kgi-m;m1Q`>25j3m*MDKDU z1ogmYQ@r-tt-4XIOM52%(8SYt@EbeJ`%9uw3s$49>hjHNqLlToseY-4-UVGZWinvu z{C0P+<+mbkyB!B>w4kdUHtQv}GqPLR*6ODZeq7p9c3fI zYIr@qhIAqbC2KxmhLV+?kU`1PPcWgF=_l7zm;%SURG4QH_Nf-?tE^c~5@I52A-X)= z3lkB75HMEPSXU8awX#985mWD085?AWfT8+RieM*5r3_& zLU5JAITif7D3zXzyO%3Bk+BH<3I;j}#j(ei3rM&4<4EK97OVHkyj+0D@&@0^xN8O3WrmJ)g%nk&9T zC=NZpmpdHX^hrn>BbsXhF*j~DR7KWKjG-Xqh|au#hYCy%`h=H&@pv#TZ1tK2HXBY4 zX2VZltJg}fWoit$a5P;pFcA)$8^=9pr=X9;m4vNTFJcqyzgxA#Yzamd_f7ke9JyNm z*6ITHamX%)p&y@;ON9HIBbFN}kZGxqot7Lo9WA|T)3?my<8vY&bg+pG?Q0>VHJ{v7#+ddTGlKZDIx-~8$=aP-=wtaO?Hq3j> zr}5jlYleN*OU5&3_lk8|gd^96I!flT#VhoOC;ZN$JX)dM+TZ5`5IM_NIuIUwt#V(f z{bEj8JO1ZYeF)f0MzGwbdUY_)$b#RsS-deG{7TSPbV7@qhsv56n=GzAIjs~Wm_G2E z;vAa%*vXJTomCpzZ!o#CBrh+CXkWMHhInO=X1eApVB`Oq-^xGWZ8z0`c@6@i-2FCYvSRqFhG z-MP)Y3O$qi4+i7GK*s>vGGZ>GW{a9z>loDKFQl~mkR-yH;?4SBglY!Mfht_S;w9)) zsKK>3v7>eKJxfpiLdIm3@ZT}cWku^%cRWlNfBHgxBr%L!XJnFnOz21<41`R8d;N36BvUE@vPo1w358@|h<|Xuz@EMikPO?o z70o-2NWeMHEj&>7u^Pmo1ry*pxd8(;;)vsMbKFhy|9OaEB7ZR;P55v{C$}p-mXN7@ z`)`3jAcqX*%l`=k5JreM3%Lj8%kP1y@q5($7|4>bgc#xE%n)3DEe0w*Y9;^-Tvj~f z@D#8S44e4h(3eEWW6k>uEMbbiCC;@3w@g6 zhQ&;Tg>_0We_<^S%lU?Sr&!PQ9fpjSd}c8fkjj1IQ=@0P@TQ|yZ$-$z6bO1{pVomG z8Wk=1t@=09_>q5fSe+iKO)G!s@#@hOna1B#)d59iZdw6xr+1C;1U7A0!lfZd7`A1u zIeiz!mqYB4{M`}3NmN^kd`uH8QUm@?Yn>){WCZKbgfKdO1$Y@OMC*fvXj@Hk8vZgq zX)qGM|EqC_me(94Y$SZaN&|chqh&tt6P|C+%zkr&Lj&w!|8eaJrFpwpNN{O2%axCs z*{#n+_%yzQY<_%c|GVkl(t(4a!$%*!DxMWYUQL9cuq8;1>$I;`Mx((~c9PQKir{FQa2&As$haEoj2;I`nHUcpe z0=QV%omj8rHB8LR)DMVlbJVl}F|IVYShGSsOw5iRE+%{@mLKu66lfd2(`J?DTL!do z!L@Ov!&=6RR1vN%hJF^-%cTkS)j=iyDJFRhI_IPnT$?r5xG+rHKgH@n?-u&+V*kHr zgWKi`*LJBTPreMOK8OB{*P;adR*^%|$|llU{E@l>!5Iwlq3JnBC!YZM=b?k=2}0hw z4@7LEN^b=l8BX^w%HLQ2KaKMLl+jiGgYqp2j$wZKCg}rn5H}voGXh|W5bhFq(wDoW zC-9_Z1y~Yr{>4V_rT6m+@ee&d@98S5#Tdw-MwgoMKjH~#>}W_T*C8wj~kTJIP6~ zY&BebpKtZE5`oZ~%bLG!`Tek}>J~&)bDdt;TY%Ar9*gWjVRIU7`Qb*r6$}o%gU^K} z@RAAt_q_s4{`Xga7A5csK+Fzr{YtoFwgfs?%_)VCgk}sMdFH^Vp8-(642=5IU~dB@ zuqdW5L$*!%hO7=<7pxWoWAnF10b>DWhNS|}x8nH!3LG96ABxi zS}EC0pnP?dAP9$h&%v>a=^bh#<2w}n8|siv&~3oI@}q`5eolF5M(k(y*3q7=D8d(a z)JW_v_OrTV!wW^h>@8*?C@y?jRw|#&LSknCW1E@sX>B>u^>sJJYKvyPj1RG;wqZwm^8bhAb9xXAa$AJG}cSV@^<5ggM;VIn8~f4oPmk_ za#d+hvX*T3#69a8E~<(Y;kX9od9p6HSSK4>OBHd@FBF~Y9d9HzWkf2P1$V|GRV!A~rU&$HXA)inKF#QK?9>!_wS_QOXSOvBYi4!Dg zN)kxIpa{^e_T_e_PStU&K$D+pyalEJgt!b!hib9BR7=p7Q z5h>N-J%AUiTQi@WZw+>^k-Uh<{<8QdjGC2fnlez=B!npbjfdaB7YnA~;0I?o%yY4a zjQ&JOq#bZzAq_F+p!^F)n2|17kE&J)5jdB*tjsWq#mLn8ux3*^Rf2f@3>irEODY#7 z+g5XOEJzuw2IqgIJKt)>3*utv86vvO>E)HG%%)$sJ5v~#mX59B%ZEI?$bY}q*NCj1 zTgRF@(S&pzLH9hz0wh9mOqDApF3Y{J-Owa^1$5Au#>d4~BCv@A%PxB{H%<9JbsvkX zfWO}hyke@=@u6l;R5h{?sLz`+!3}Zl@ppS-YurRH5*-r1V8O4p5g8G`kjys`#TWAY zoZ)OLPo+i8nCP}Ew9m4Cm$jy;txI+?G*3k|JN4{)Y3p-Lr@CKH^w>yJt9jiS4rx1e zE{%=*=C^WNC-0ltF%1Wji6nWvqc+BlDm^5VNOJK1^S(YVRp4;8=$^|q3jTU_NBbj6 zH=m%06XmVN#JKbpJgG~RKN8`KTZ;#1f;h*%&VeScdw!5{E<92vsim;&#+`lSOG0h- z8&|?ufyz&lSX*vhVgGrma(hQ!4fBP!JljE4X%}M#$G2aEhUAQiF-Ft9$!bCB2D^!( z5m8=}3QipH;f!pS`0W!>%!Sw~LJ1!wS!y`aerXyRFwT4(aVEB{lk9`gqzt5*-3&dh zOlo~O-;Tk|;>21Rs?X48ylf$!92rg-}1!z{2E zRzEiqZGqH_g%Zd0$Xn*_CNMJ+Y3p-h8PD;_^ID6`-NMKL+D9>Hd&NOKx!rFtTukZ2 z(aZ3rDb*|~ZY0$_3HL!=G(NRix~jPO@DsTK%Uc%}DjrKxx}H9b{NV4Y+DW)%1X1{= zW|pdv-&6IHsChQ-7ly|?lVCJ8`+D?#r0InU|G3|W2VjkX9KXvhGB%m1{CP?+MHed+ zTdZufCvH4t$E@aFZkkn)x7kt%rsgHIibkJf`*PYcGrqNnWm;I~sUEMVOvB{njf}hL zf_nO14@)r@2ge9wtVrr4B#ctQMvj2EE`8-F$Xd~w+U)u1`*A+=k2SyLxMEo@3LCR~ ze+#YX6#uuALrCANEc9&S-6(7Xlq-WTCYWdDT(}PKo zeY7aU+UrT3ybhEcp9pOPA2$-&CZiTdiPUfUfi_zHiwB>^pko~M3B_AcCwQqAM}hM1|c`#o;c!DTnw}}HD6l< zBd=FFdtXr1ziyk<(>b~*)5&=)h2klzLik|GtD_2kb-*~$hB#k^EwnDt z2rB()G4YM{vQ#JD>|BFsc0i$?r*3s&+f(MBo9eu~XXW3smFLSR>wv{>bxL0%Z!f1t zyx+5ry8YUH1)2M`+QP;ATZ?_H(JUZGWfB>cXu9SvY{D`#1lm)Fc96MYSm2h4r@gmU zsU>p6p{9JY!u0er<1W|x?>Ejv0-r!qX06iu$dSjz<&&kRr%xX3vVP)=%-Iuouo7sr z+#8QzZ}6zQ`8RWmr-jbf*P6sKC_MYOI#cg|`ju~Mz7k0}EBi#r>^;5k1=;YG$hQM8 z{wAs~pF7VzpJTK2pE^5oe{K8H3oa^qz0Er{C0m4v@%FC_TtDo(R7_NUDYP-f9zAs9 z=lgWt8t9@bgO(XNd&W=jVcUh;W^%K2=55fVr4jaMx-UPU_0RRC%;Q9ia5fZ%hCKFg z$j7yAHM=tk>Iz-lj|d@);d-{B;|$5#%bT1ilC{W^Z^a7Q|J-70)n=~n-pH2G9dcj} zG5Qe;n??553tDu>DI3L!I{RLxcFA6}A&qXMwf4ZPl86?j_=ndy>KiA|RzZ#60TpN(pKUNKL z5em%Z0p3oj(qyoDDKV1PXpxSQWw$CSqW@0ISV5ef$$()`BS3? zyP9ao+!{?@m+#4gW{qyjG3+Ux;6SDyYLpL3+0`6NRD|OL_wMLB8q#I|wi#OnBV<|P z`*99p7=~EyyNee(N;SaOf=Q8X)wmjY`61xeWkb?bk7P@k6eNF)biVEnEvcf8>U~tp z`QTi$NP=080!5WU=DrSZH%jQslWrZ7ZNn5Ai^^1Rj-dGzuD+%DMqHT{;{!9YrRux~ zen(j>X-SKvgepUhvV!;C8DsHx2mX+r>~ZJLj^Ix<-Nl)vpvQTzSpJB4C=9wDYjKkq z2d4ea(LXXyUBp0#csu?itIH~6dDy83d~`(wT)hMy6#{LYl9!Lp4xh=6%!lXs1pR^b zIGj0n1ZRc)66Wu$7BM}*dT^M?cz*`F&ID~gQTTp5$Lnw?J3Vf@b0l-2eUba);bJ3W zJQi4udT+Tk`7EAnkb*QCi`rx6;wCj4$H#)uZ{{kj z3JS%PE*#l@J-v{8p%v3uRdF7(1Q=Iy%7sT;OQXkgd|`lQoPQAu_?~JFxLQ31aP@Ol zaa#ozx$u}YDL~UUFy?*&n42C8Ft=`ZRp!b&v31GoWOXp}>L`oW$S9yyR_(2e?~c|O z%!gDeKp-KlU-qUKBN+T3dM74;m`!6H{O;AZw_p=g2(W0a#x?o5)%+60j8gU~c@XTk-u;Ic<_oA3JHqybewvG*?g= zeKjnEz<;QbZk(yeJ9%Ph`L0tC7rGs&BJ(>|q z`AsJANxx>z(xGOJ=%2{@M{zk!oE@kBppVCQ(oeHV=NjC9@yNj_>KuN%_Fg}73jX=? z1I*6b6!px2YWYc0T*y$jW8Vo6Jk~c|4`#jJXU6{(-j=vCHMiFoG}tW*c*6d)e!&5= zjW?Hy&BdEb8x32l? zV>Cj%EyB13U%~3PxKqWr^k&-MlF;$$Em|?C=5I;O{AL;M7>qYNq|-t+RvHUEQzbj9 z@_DA?DGVoCzSqh_u74UurkI%%Dv}~{5I#Nod95ujc7uJ7g&dy;4f#aAiWM^S_+^6% zdpnYD7j=3Hmz0Cl-jt%M@4nJHB>CIHRIJg-_g}9zUltbQeF!OAHYlyVzO9+em=#Z+ zshY}f*Sr$!-#LkWBodk4HSi{{sCrFCRbA&azl72DQgsUQ^M=6&L&gun9r8rPE3GRz zyHx?&R%2z-%}b%}zt-EFH2=d*rBUqOC3h1f_J-5|<2Hh?nir274i9kl zm?;VP6a|odIhp*YjT3=8#{)5-7PBM}j>m?Nh$&x})(8587ylarn@r%N!*DQ!1&Hz^ zX^8Th=iVEtkxGl&gs32_{~fl?*eOO8=z_(6AW8u|MNT;}*5p>**^I1XeZJOQ2bEWm zk_0Ma_==)p@&`OeFLfW~#3@<*991IT4NPg1U>}aIxeK5l@Ax|dr^_AdF z;&U{6j0Xj$JOdW87;%SWF6 z*;R}_>^Fwwg4{gp?p}Lq-@!V%`ok#eP}8t;56#Hsac@v!;nz^e7|0ZhxxK>JZu;} z_)yNG2KBY3fr1c-)^27XB%X{u36JuU_Uh@C%n!EhQ^@Con3SoKN3efmfO684^~R&s z!8p1Z7PZI#<)J5rMMbTM25(C_k$2tX@!dCBIfB=n|Gvo%2zgc=pdQN1(y=CCKMR^* z+?LpGR(q-?Ji)phSTCHQBquQ;Ryt!9HL2}#eVQTjoibi_w^Zh8=Oh) z>|dkqqDhD=L{8$q+`U$kaW9?<%@AD5S>#{HndASF^KHb-Nc#qve|iG5e%Wo3exZ=f6M#BU)xvCf*h5D)p9+vuE zL`1ufZI_C9EfABQ97*bx~4jMI4A$?ivg%a?7YkHP(?2+4d;eSM1_y|yJ^oURl=5Rz%3|a;y5i94- z^ANt-dwBE)g?i8G*$G2RB8eP>pA)hyHMIz6k)$%k5~37^n1vwlI+wFANgHxe*c|3< ztGs#}a5V72{Q(+|;mdE4{x8Zuyp-yonck5_P*!qY)shO|SVzrc8RY&pazgTJXAQ@_&#ImO8IhRJ zc)tW;X1xT*{J=)_MCZOCYv9CZH6Fj$xRD)!Ekt0L=AF@)xK zq>YOQQ*jBGN3r`&;6UG^U%`jX-%q37Gm>BSPD4g--dSR3`zb#O`Q@JN&Eymj=~ll%bwTCm+jjqgO=h4JiSvtvPW>JC!iY>|)hlPwSBr{4w+sC#j* zAnw+@XwKffvOCCs8|>}R7OSA5Tq*rGPCjCsKy%<2GNA%PZbB7o-4cH=ENQHPVX87b=Q5w8kny^|5&h+6b7JG&PKfTg(*kXb*@byQho`3Gu! z>qthFB2bz2{lX>BvC>#R?*yAC7kzU*u37Z@6O5?4MPKL_p>Nq{pa{&JaBsbMiP>9d z@xaO!6J=<|xh@_mD)hYE#h4t`l(Fwp=+>~BuXbT>Ir~h!Bj6n`1lzE9d2`l>=jU#J zY+v>qA8x4sLyR|W!oY7Srm{B=>^weCvmQva1J`9fCpuS;#B*Q_?PH70A|)ef5ps9l zYe-FDeACM%!LcY&_%;u7Blu6UsTGTzY62M4a&!Y%FR0y*fKhfeEEvsP$P@XaX0src zsZG&BECglW}|sbt9A*RLunmTt>V5$kSf3CoO;;xBC$dpT=Lq5sb8_Hs>r!A_beBA;Rciw+CPQ2Qo&Y05vW&r3Jcea2i)DX|bGu&1Uv%4~UhS$92 z+4PSTqHNG@459-Ky`(&rPUME6Bgr`*IdN`d+D;$O+8V17L1ME}=s{0C2Bbg0eBj+uL# z)J_)I^gzK5jC~Z(U|fwDVaK*(oDn4erpRsZ^m)we!K}Cfn_nS`w%h_MXAyA?808b! z^!6d;3t?cnNGHpf4+{*@a2AoQbIeGTviw}Cij0cruY#<~5f`qQrmH@50)uHVGj0W& z8MlUnQ7dpq(%@~7(n&=Z3gGN|7-ui2lLxa8GGdFTt|wV?&Nf>7 zkS)z;#!yU&H{b{VZ3&7Tl=1;LE7!+xSpTFaJ_hAau2F;D>y&OFbmu<%zXGrKc(l4@ z568)^AMH8j+CQ?5!+vsHGOECrLT1^uy~s`w`-lA1*zfKZl91;+jAxOuxfMx*W)B+F z>}}V%wn5!8d5FJ&uB?#X!^`e>&rl>ngRqp;DWBLFu~$gSl8mC zc>EBS;)w_B02eFZ-YZ^(+w0m2w>S3A-eY(@1fIj|(H{k`hvzZ4-IVSw^dp@VBP!Ok zBb^Fy3Z=b|P=mR60lQ-Yc1O>R+wfPBeZs9KvD;;f8)>bDRyA3X$pJo$hR)i1-ptKW zZ8YPrAp90s-TYh#JjVHaAHQ<|4Khmnr4eX2gg1z{5xhaJS4=<(_)8wp1ZQpVDlWjQ z2wYCWhfAm-gImMEt-AhcQMcZ?ul4q>By18`e%B7T<%oT7%h}#W(0d8I~qhfSGP%77DN4mb+7v;6|0 zfMZ?Fw3KB36G3)zTK@Rg$(5X+(;hQ*_sD!=AWtIqTR5CWBky6cp|3kOh7P zYa87BeA9-bcfD!z+=`&uKD>my@%4-5_wSeSh`bZ^4F|zVZ^BoaV%h@xD|i=&Qz9gk zGs_nlA79;B4h{)2hs8({n=Jda_B>i17Nenb|FJXE^r}aCjrz83^-r3(&!6K(r~^-K(4bP@vcLX0Hs|1HDC^ z5Bgu}H|~4e_cUrvPDkDP@^N$tjuPJ46`V7U5c6)p7QPc=Ubb`N)}>T{ z{1rxy#;UUp&ga53DxzzxAqAse%EEHVlNy$_S7W&zZ?@OQir54_Dxduxet%hSHkQj$ zd0abs%k+`$TuA65@9SQ|3^~}1x8sdfU3u!1&l4vJ8{`CF6O)f?hfoZ(!Zq^BhNz@I z+%T0=IX$fNAlX<|#e=h#tI}sA@Ywf03=f&FBpXq^c2`Re+sYIh_m#x8N2J&>DQU~# z0bvg##;rmP+&Ui@y`nk4LXO*Fpd#rAd&x~I5Y56^xuvOMU|95`DN&6JT>t*kI>@i@ zf^qFRIL-7d95eh`;@DBaUF8toH{hATkeqmTXg#34EdKlD@5u5Wm%wj*OUho5+E^4d zQt~|tO0HmAHu515)oPqcf6h8urm#K0lBCP`C^G7O$J;Iv8?}q2TGJA{$>ZmIMSdpm zSn9-k$<}y2(@&J^+kctMD%E3NioW|W+IsquzW~AMH^?%XdET;+9Jw_;#Z`d7WQ)+Q zzu=EjDVbrNrLrWc37Nr}m9h=7mHk6v1#o8jPclCZVxfO^sn&B}-CdVhzs`Xj_LTT7 z%a;HL#hF{5u75M|^42XM@n-#6SE-i;)9zn4aD3volrO{eM0QT2RP2@d+yNGNh*j<( z1(h%#36t>TK=->GeQC$hahj`+AI7Dms1A5FcglO*-kRLE(G_&48Gp}fJjT!Pv@jLi zLYWqiW14T2BQw@Rt+@e%Q`-I)n0s8z?Ri^T^2{)lHCS2|W6Rz9=5W{RHi9r?KhpXg z^dS{0mcqyfONFGQwPrJF)facK+lt#V&G@~*Zn)V%4BIjhaqP@MEP_`vNk_e9;c{g( zSi8_nDjgjwY7)Lr);0OXU(d%7WKiXEvPcX=PB?~`YXs|>wz8HamQw)H z#CL8oQ3rC|_J(K-o2uKl%G=B;vg;elN$aNgVHICF$VfMnUf(voOAAjB#8xhlna-W;zK zrmj!`Zg@zf=;I(Okg&`R7#$AlOY*&gv!7qn-7%DK#9q=Nn`6l7fMY-HO`E*=rToC| z(W{@gi=2%)*-R48t(juuN5UiHg+uNc=Bmr#%m}u4ymN}Z9q+H*bG^6Dnu{n?iG=B> z$!oGQs&)y{_R}#xMkXiRvWZfu?qlNQ(vuyFIs?wdxE~foKYOf8W4%A0mJt}f9YY^( zu)&QhC~7K@m8hB>q4aW9jtaIxq4K)y8ZI zl~iL)&>*`Ht+N1W@23(p?#70I!J@Qy&(FbwHZuKG$|&!1&;{jQ(Sh5w5Gwbn4?Dsx z1-|i;DTp#1Lz6V(4DGjsF}W8jt@%jC?FJzpB`Hec>Taf0MI`WpC& zcS4L*Nnemg(gWOs`}P;#ntd*i&q*DYzyBZ){%fCAkEZw6y$s);1FC7UC!U{1o1QHf z{^K#J_X4Xn(mN?)N~g%n$BO+E?u<&;-X;Cw{>WV_?BU7ht7}K5?r)!3x!vfgtAOYLA|B-;F9~$Pt{l{8G z=s*JY2MKr@B;cwsWHR*x$#elE;O9LcnWiEWuYa&TT#K^hh=&S#A5M zOssO%d*WG)&*W^)OZyx84ZGT=18(g+-y@D!%G#dEw(HtF=!03ZCy7zPraOFc_&mKw zo*S@Jp7@nK<}qTZAM~5trC73DPm-p>!;J))c!5w}`PUw9`QKCSKeO;RzZ-rWdt}5k z4^$gKe*G&8H^V}2?oE6T0j{2YjNG=@!~*%*^==pZccGf5;v1jt-s5Fb?}%uv#HwWT2Oqqnr0- zS04GX(>cC%p+ekP2@Q6VH#X|h@DuuSe9v=-X*u1C0#DT*cl-YfjQY$=kvc`zV#Ujw z!R|J0X-T2~9XPpPKckwLV`cLyO-_1z(o`TOw6H|hzoM+LNY=lqtgxW#2{e~gt7{Ek zi^h&~lkzBU8t-4xt1tVh-lIM@HkQhdNq~2)ASRQKFh3*nHueXd5mwgu%@W};^AUv6 zsHKHPU|(_W0AaogJ1zMbC#@=i{(_f6brV(^WsT@iH`E$G4cW*|eL`X_ z?5`;aKNP^>iwPqmeeAD$G}b;-`6ExY`ZQ)^iMq~oDZyAnSh;^lYW>cuQsT*ZoCs@s zZKl#TQliQEQZ-R4{mBR>gC2D8ljP!pt`*I#Sf}?Xzse z+esWP z)cX8;TZvQsv+Og@ihA_VR_k}@yjZz5zh$-?I!+d}EoI3qrww|Tkwyg5F1__tj)2y@ zL{p61=GB8od1RA?kMMjp7M~SQqHo##;-$DTkfHGqCgtfX2Ogxl`m5BaKW6!RqSY3o@;5QGAtp z#H{1|K57yXBw@`WNyX1b^r^Lw^qX4!Mn~s`#iW1m*@$|{;w2XeYm??RR~(Mg9Fu8I6Jf|gJC38}~I(f=T z%ElGlHX~)*af9}fou1V^d_5{~sqwDlwHqCz*Gw0W*D1;IV`Gmk>mt6QGaFlxt+=rZzV3{}p4H3LHC8k7$z5XltbvRAO>Jx*>y^@k zFu5O*!m<^)a`39P!nKmMTuVo>@lzWI(XBX(3qI-0!=9Q;3a0yK%X5g#O|O2nXoHg=2dx8$6X zhvS=2;J9LsqrTv^5C&iVE`A+mebeU?FcYa_{THoj`tB4X%CBAXc3MyMkH|+tf?U&f zS_;+A7xUZCQF@touq4v1`?vaiggU%#F0wHP!$ zF}bYRB6v8m-yLK{9yhsNoE(N~ZAXJsS}$mQT+^8q5H*&2yPx^)R|1I=vVwzoY<&UA zUq4bS(z2`Ae)JY&%8&U+F^UmouYY;9_QuuY4nke1Wg+gtZibfqotflXHe*e-74$SG zIwtUihp9crJRs}CGUb3!T35GF8grV{Fyjp4s%`E~CJT!oJ0}`OVW+V^W}JpTPj#0S zgeaM7S~_*bYe(e`i^k07=dgLwZ-<)F9u7N`Y=f>k2K8iF`VNkfH^dNUSvC?gl^v9sDcNoC=pFJP11LdxQ|=WIR!->yM|6BFo9IDVD#K&r%tim*_^VsOc$l9bQek}7i4A&kKbDO8@e&ikOZ9S15{D?BTLJpf zcYs9eMtu_Lhhcm)<-hVzX}H?ZWlL<^|CfCI0=F)brJ*TsL#+I#;_yV2sA&I7uY#~J zxAl?Ns6-W6HSG=K(=o#)S}M(^)_gM_ca;ha6e?am)g_$nmu@MyEO;K~_FznjhhVEF zH{}V<++$g`Ez!DxNS#wp%jcvOy!)dZY>4%>97CPD4O!?y4#0=t`^B5}qsE{blz zndPkgZKi(==Pt^qv*@*mBn4GDBz2UIHj$l?s(CoPa%AtH%}XDG33(^ip1dw43b9_< z+9rkBeIsw;Wya9Cwe^^562=kEF-z56dP<9aR@a2BRujZc%G*<@-bmn~Y zbmc1QPO3S`5xP>j@$p*QvV8e)hg%9v_Qv#4nR4e03^-T&a7{%5GkO0gV+L)%AA_rG zQn%r!KiVf;n)UhaKIzGS(;H;$z0oW*D`AX4-k2bX)HEPbKsf2euSQ5o?FPv*kjS8^ z2}k%{zaH{*1+U^VP1J>+mC9EjyQ-*;jHa{mb;K8A_I(z?GIf`lHJLp{2NDA(!AN4| z^t|E}^^(obNcAf=ldt9xOU=IJ(wzt_9+Y90oZ8hnU!RUmPwDz%egbyZC)(_+l{vWv zZ@+3JD>oTL(vVoI$P(c26;81x5HvJ3-L>zOl!i4m>EZH(s5efd!E&A$X|rw|Y8T`_ z`IXri-(XcR8OBHbK`D>GMmRr(|K^m7!X}Oa32NeLF2W2ugRQ}BiAGw^drmGVvc{4%>eemjL2NIBaw;$lvwuP|| z9%eRxJe|h%(R==_?ZKM@!%_U1ITfQggSmXaH&cuUUTYt|EojEwJxQ)y<*>V~z~Z#K zjPZKfXJIVnWyNDG=8Xg&B={o14?t^AEmcL&3##%kKdSOrpH6K8{_U;4UReQ9otA6=Xn!(rYFEpJa6L za+AJZUy0p=65TA}fane?iEbl&+GS4pi0Jn7quSK9#Due_y-3aP7?3(gGTI-lipxjv zYcHQE;(=yz^@8X!T0A>dPq9+(8W1Iu>WRL~^slh@Fzg zB92mgAP&2d0g5F&HW%@vUHn(Z%7VJm2Yabw@ODv*ac-Kj1vm=<#>AW`iI$Dy#LvgU z;#XjKvdYPDI;t%PfYN=P0xR+Aa|G& zJ#$P?KD&Osrp3$*w8nL=L$U<&?MRUT@Q*(IO9^<+y zH1t_O*Uf+$F{HKxPGO-;14|Kng_Vn~qSiXe0_kbvgU-5dBC91P6xzq(+cC;J_(_RcUY zv?n6+R~lpTaBmJ0pHpRjOv4I(!U>K7*yJS}ndGBlxgDux&+7Q3Wz6rh3OfwbpG?nwd3%Wku)ba;mC6k7DnZS#Aw?Z5|+N+ z|FNj1oFHz$50;zhAM?HxXJ%GZ)|++o3%MAe1;VzwS}y@+^A1=wZo*OLp8BI|Hh_jZ zx6Z!1Y9}c&BzxJ)ZdugQo7IT1RR=rSYsk*H1a^_tjT^6wd<=3Ejz*Hea*F!B{*ZAJ zQI%5zD~^|32u$I)*$OZ4KPh1xnj%QkYe0$_`-7Bmk3LUXj-Nax*~~0yOhHl3jUpzU zk$l#Q*C`bkJl1QKn2;eyUj#KobAV;d%l#TOO!k7EK*mEP87z3cKbA4516u(Zv@GA} zia(kI{)5N^A63A%Q1lTZxgkkzr!mOUtOSvxfsF+0z-*nUW_e9gmU|1YZhoWydmvyU z*t;NO2zGUUjucCQ8;h`fyZ`+>;o z|6u?y5l{^LpctG%G1!uqgLX#97-jrG+JUr_AFPmVsJ#t}(LN0nBX1-TIR}5(39TTN zwBOSOhS{frx;aDRk0iVULuS&4f$dC89v{TeE0*dR)Cuf$*M*$)z;rmTRD)Hp+6(4Z z?QaC+)c$K&Hu4iSHT)?w`q$~3-tF9ik)LG=Volx0PK4@BRwquJH_4+YCeNMJa3?!7_8nDyb{Q^8Qj!6E=SIHtK)F3)L)S#E)ZFeDTqp$9^9FH8g|f{Tm`@4(GB2HK`l4Vf}(=5 zaSCX&O*IHrZjqpCT*FyXO>&L$(Jd1CiH`UFIi5>M<^>$Nb@eVWqz$ zo$gPne~H!_VKW(F0vqd!ObM+Mod%&05&Mg>Mf}V8Mt_z>r7`=kp^hP4NAw-P&#y~5 z&d3%d3IZuR6(yzBnb)xKaWXlNy{U{kC4ROp+An{&WmcR`d%Veve#OOKEjasI@X+d+ zm3!Ret62mZs8Wfh4fwGgON2gp5y2gVwctE|L^9%mh9@dMhZD4V=|my<^OF(Jtzzu! z%~vdmkW%ocph zWIU``4Sp&Njs9-(CbIAD?1Ej=EW${cbZEif%f6??B20-kO^KbUXeAPhhH#Nse3?9e zmZ{i$E>OhEaQiqDWjMbT!-4TDyLzUgC+<&`e*NqP#scPzx24-NXc(!&xK>A7 ziP*x^0B^gBV&mdbb=tl!Ig!Ds+u6Haq)qJpk0ft*!{0r}JLNVA+gB<2x<*Gv}0l z8_;&Zy~r(2QHdpc=|D2nI4?w}VH_NmdqGBBk^M`sRy_CfL)*ve;!Bp$&f;Y$>7EtCBl%@HJ#CXftDE+V%Z_ zM141_mjgS62$!3KPQ6kAuiK>F6TQ!*-{!T-?g|ung$T7ovXQVS$)FXXvcIp|44>AF zJAHba^jm8cR_{wAgvs!QS9tKd$yk?D4ivecqZ{(VCuF6tPw}{2c{ZW8qZp0rm#VBFy_kIZ|!P09CjniMnyv1O$g^{mr>g(t4X{F2uxHb7+vnz2yrR>FT zOwM6TQInMJ!*6_>@bA0p7>j-u;xJXRc!rzmuD<6LxMTI5 zdG-tOl;pQ`S^1&#+BFGhwHIhZLIU`_tGt4v>EjOSJgdA^b$QMdfBn1o#4l^PykIu` z-N=3nMjF=+_-V5vbo}XE7A`+H+?WCXJs9&0O9vp2Kadq0;4cbheo$e@T#vmxgVhnpNO#+FARv;MuNRW<#@RNE+R50#$EtfDew*bW6~f( zIK~6k^I!0L`%4=uzM3=h%7W?MA8F0c%;{U~zad`7Kn(&=!vfS03N;AFdcgMPQsR6* z%e#wfmNCKP;f+i?^=vdJ-K^jsHuL9nrP~Unh^OtO-RKM=SyZUH;A6P^-|NZA`O1a#XZVc_nyepR&_l zMn>*ZI6)CiQTpu0#Qm(!(y_DDEmnELudhPavMKDUn6=mUxOu!LYYZ{2<|dEZhnVb_ zK5k*XF2hn4`a}Pd?|%g^7J>Mjhy86DW!JvWO|eQhH`Mp5SK3u@C)?GGH}Ga+o%;_MYbRMBaqCxb|E)k>tqKx9v3Xe!`&--k&0B*y zo7YSl5Ej_Alfu$3*paU?2CcZ&SHU@jr?d0HFnrXQzTBx$s&b48+)9LvE&fz;Z>Q&W z9_&JIvNBO-K~vOl*h>o z9qT8QYxawkfvb4D*XjhS=RMCs<-qlz!ytI4s{BLI`-)DSN8zlp7P3sTH;FCGw39XH z-r&52Nyn>W7)a`&R?^=fkvP2&>IViBR8!NmQD9 zlxtE!w-htJ+Yv=9eb!3X@83_HOlI&)VOW5*)m{oGmKQSY@G?A5Ra{z^hx*1seJP>7 zJc$SLic7kRyVMgRSykkHr+ExJWeg|X9RFjcuY^Uo0F}Qfyz~$JlNmD288+j9G0|oh z@I;T)gmQ7E>m5po+iPq4hA7dCIg@cNyX;z=O}Ai?^3&I5vvHq{<25bb`)rJ>_7xN1 z;Kk2@@VT^4<`8_`@<#9xWeBd?3Q`OL!O2Z`NwI9BNjzbF$FMx9$xX~l?*%kw8*Jhm!v~Z zkR&ugLC6Uz!a!PgA2$(f2bp9HV3~`uLo@_LtAl9&j&OY)(6AsHK18F2Xu|OdKqm!6 z=KW2UfV2fb+O9y_&>$KnM8kt<|L+jofInz`-ywfyfj=}1wZI=$1#@81>-a$shPqoX zkztVLZUM6$4w*y*tp)-J@gVakA>Uw-ksJ&kz(9^4B&`bcDsVC49`V6)|e1;aVV5y-P2}3dZll+?o%~y~a(ju%rB#j^u zNuz;iVi3&>qU}SWUH={0U`P)Z6x2Uxe|H4Aw?VFXpc$O23Ez>E#(-2%2jM=1ytg5h z|Nle~P~gS?2Fn;6w~)K%>(jvP|Ik$^i>WX7!B?MW3{l^b{S}+sE1d)?iN+}`NcH*D zSQ~6URlb;Pf^$_lmYEirB3>2Gh>&^GZbyAhXth5nSNNgk*%fd-IV5CeAPD6)&CaT% z(@`56X0itZ>K{VPup_}JvE-=Yklw@9=}6Oq-jicJzgl*FFAZ%oq2;9xSC8Q7L(nJ! z8moeqk=Ib?vCWQXD4Ej}a!04 z-`)JU9paPMHvH{;iaauAJ(9F%*>LghDZaxEUmC&hI~)!(%bypkds^TG-mR2WhaQbf z8Atc8y7_HtcZE8~pht|I7%{{>2{sdd?Yp6$-i~qSjEhq5@DYFY_a0m0S>C^JNFXk~p)0EPOU_4E z5>M8aTwk>2T^gQ|h_r4yvGBS5)LT?}{RXd#%aKqbiNhOBCaKbU{SJ7&-fHHOk@7CM z`pb|W3x{{z$!Pkl@3}XL<%h5Bl}A$3-jeSyhAcFm`{XD;!ubg>opzD$JQIKc%8dU#5^GA7nAsE1blPnW_jLCaiHyH)AnL4o&R-K}iA1 z?X5um94mf?mlsgQUoe+$S`tSv9p7N1E9G?tKo*MpjP141Qmyk3P@d__C zmz=<&=S^Wcmb3`Xy;WP2I~G0a&F_kW1674AF!{fxlY?tQ9vN#6$1Xd$9w$3V;*Q%c zg>*-_B&!M~JhV(#ke^K^UYAHq=f;{_SrHs%Eb0v82Zt<=)6zqOpQWdVqJf__Shh*C z_)oM>o_t5K&5S4?#gzXcG@hp{NSt zUg0%aWah=h*NX8(vy?eZ^7c{8ZW*|8cQs*=8z0rixq3s^JvYyskmdmsIaV2w5H{Tx z+VJoTrrq8yoX-Q7yfjAfPv-Yp371=Dv)(S_e(3Zk*oxV0xcairh6~}aW zO1BZD1*aVG7%4}kFQ3HM)T59k2WcBjMBqlT&M}@|6>g`zLeXp!93sE;DYs=jD;xOu zps7qpv?iSSSBp}Y|3jJN%NVjxb?vVkXak>@=uAXL98E_?m|sC7{*3qQJ(W>BVo1F( zdqbZKzEe>uQ{QNs`$1njBCfVnrf2=dxMxEtDdvbyY=voN1(gNKh|WWq33vQlY2Q^^ z;XeyYrTjFD& z(;W;@O`QuaHT*o3Wlk^uA+*=^7k2BDV=XNrLn;jL-h?%j@s%o6V!Lq5EyL0IF#Nl! z^JrM(E2<8I_;oos^{Lr-c%=K(Tg%oJjF!)(F?{7)T2Ac@vF*1@wHDfDB@0f~nDu-G zn8R(7I`;OMW{%s#?^+yC+aJP+Ow`g9>m<*KZ5SB0K3a-3Wm8jBguE~8>a4%Gd!9SX zio+=GaxD1VlIQfb-%77QTX9eXf1bZa45vbjrVaL7>=Z(J)NlWO(GEt5Qe->vrOJNB zPYbeyF-I~Y(tI+)OY`(BwPi|0ZNv*|OLwJB6U;5Oi>DMu@g2pb@3SJ<*taq^-!g7} z!xDS(&g#g(W=n$dE5ZgVXQaG7c+_HQF7PJJWKFthJ!{bo2j)%6gBgXsq=HVqvC2<--SI$$yqKx zK&`N;o5HQD97Aw2i&vo$8AeP<%IM~1kuBq1PY4dLlo7w(4P(efaE_*|6}>wSlF=Fw zIL_59!vHV8u@2;9s0X*ZC{~aiOF2orhb5xXfoghu0A%P!3fA>+rlS$;Kd_U}7~Q$IiBD$me)UslP}DJ}QFkx+h!)XvAo^87!9@Cz?}_f9 z^{3(&(@pL^|1Et}i6}S_{oJJOlwF*rVratlaE)K2GoF+TiVD!gy2^nnM-3{EU67UI z$Vz2oB_p!Z1F9SYl{V6r^XRZEVffb#40P-5seCyFhnF)J1>> zHh90iwEh7dw$sx8nin+Pn=81=vE;4?b+`^y^=~8F^*x%A?a%BMD3=$|a*o*v4O18C z{MZzqGd6`UB#t9#jr^`wAVln@JM3x;sLw85;Qf{BZBso*^+DoSfO5UO1#Qk=cjU?# zxwX{AP8(4pAnQ7Sk(!!-Vn_dLTS%2Q3dpgImY4MTeQ}4~FJ-FBpJQPSczOOb_4IU@ zFl!S{-%(xXt;(eHY!;%0QyiVzwB_9^j%@#QzMs7#??B{EFAZ$0Jdp#If4ZOmwlz_T zAV*F!-(lbLRSu8?`QCEv^y%xh0X>p|0ln;Z`;VC%O!CXrvRU^Y-;vKQNCnmcRM1y{Gsp2c4KeD?s-)5C}SfeIy=TBJn1% z0*ErHK@%{-ptH+eg*Qvla5v=Hm7rMM)toiKoczc~#XF;jcZ61kCm|nnpZn$PPu3eT zGdVA%t=)P4`W*LhY2~lmP2p@!Z~DW7>JxKrcx|hfSEiFlZ)0S<(Xc`BrYFsS_0!uF z7A9!t_tAIOTAF1jlAsOcgI5c%gqErORLl#^EIOUg2uN)B@yr5-w1#$Yb-Kgz0GHq% z`BdrMqvg^mn=BK)7a~qMCu(Oan!(LXuzuI$Ge700V;C?;44BcrgA3gTm9|VwUK2C* zy~PC$6Bo!Im?4#`OiCWsSl^h07PEC1zhI=fXgW1oniIHk!s9r-Hsn=0we(l~Ec`!` zzOy+p>4T#Hk=TLBFPi-r>?*YpFbbv*aQ?3{UOA3*)Q>gQ^3m*^`l&3Fl9s^{046vB z;H65obE3dUI02YptcCutY=VDnd4*Qj_ois{#xaWOjbkdGJ40`<{#(*VR%k&<|H~cp z(WilVqc;TA`M%+06U`n>hl3@?*3_FYOyBvK3VrIE@nqBw8Tlbv(Hb>wd>wixLYcRc zghXeqlRrU6UI_OmkmWiET_EIzaDN=ChtLH=UI_O;K=mJP7&;JH6>z;?r2C-s2t+SG zCDir*4!hTaq7>L-ECDh>NFM{HCqa&43>}tmk0KA3gU**X7c4qEUOAY7%$#L32QYLD zQk(}VmV*?>Km$?6AZZ*Fd4QnGD@SY~<7FuW5CNgEr3WbgJ4E)Ou#5&V*dIZLuWsZ9 z*qy9rngIX)#4k|Ie@8B`9eoge1h$2I_im&go6$%khRKoG4PiTk4G>mBSO{SzInq#e z9;Bhd=1BFtgOK9qL_nF9di9;99lQg9DKeh4|p z!Jaqa{|1o`FhVRw@+mMWe z2H|=fREBUp7K;5J2+d4v4sw2Cp%75hBjW15OP7t845B+J{N>M zP{=Hzk@NNl3S9RMq`B=kkdAdjI1J$wg!54A6okVN{=5FeU^I(s7C;M6Xf3b`_U-|& zGxEzFu)f|qkb%iI6$A_W;%+*K>XRGD?wn9}V#q)u2nis>gAfU#0Par&k@BqR+2zMadhHwkQO$gT^T!ru}gv$_qfp7uB&k%lua2CR82qz&N zhj0wSk^hL*ASB=Dz(I$u!%o^&5E}3)`(F=L$j_)ZUGrNpH4j5paMy9aju048_)!em zPx$1K$tlLnEiilLUCWb;*|neW$g8A$+ZdDavqK(@l#26MgshY1FiJ_50GwdS$VI^O z)=I(65tVDX#oAgd8{jGm_Bu&R)P{xoN^DyaXBUTcL9}NjVrDWPL2phk z6ftgf9&WRAb7B@Qz@{XaO$-+#P%iKrF?A}IFzS_Dne|fWoGPSz38 zlV#D>u??ZMy5}gt?9kQVDsQ z!LQ0!v`1H!piSS7veqCE;Xfu;zmwM*i86#Q4`+9d4H}HjtHL;W%@I&L6l_Git06ZU z(tY*P&(DdJjhD=&`y?fI*< zc{&?}2#5{I?RGF5hCJ1IAOB2LgEtS&!nHU&a*DuB9OI_T=`1s37V@19f+CS+x<5+} zJZ&bOE;uA48wBHUwe{0`FlxFy4T|TML^Dl0a6`e|z7K)>^?Vp`(3dP9Mt^cMz{GdW8*;xlPrrTAstd>tv_0N{@g@MBh zYR}_4m4B9~%K3U$zTenzJ1#Gl?O92mEDhe~&VNSjljbN#mo)M_3XK9PHkuIedb7F7UhWnq@z*A zfRs4M< zZd6`Su~Xel6PeW-`N-udCM;+oA+nT3mwl*p>4E72ZDgTA|NcSr5n35#d8(r?%$mQs z9hWc7U;(4D@4&ElcIA{~e;Gi$YUQ?+xZ3bE>fFkmaw+ddQJ%JY%NNYwf4F@qYImFG znCfni5yJRFVk#&3{nJb#Z9gBsFI>_Q&n?AfY}9m#;`_!sMZ>x>f{?%I!R+VAT88MT3J zC912oZ{C`W3sKI{&bSO?f-71wxUS%aT@1g-`tj(;p}Q&U>YHC>Fo?V7NYKX-Bv zTR*P}*gDrusYeqEqU52CzNQ*iXRjQRj*4p0j*5yZE`ILVMsmPi`CNxs!{V9qa}5jD zrl-goGI;9;vxU}}(E4)H*fiS>l`bBRz>`ng3|auF0PrPmk0@)Sf^&2VhdVXEs`)Ki zrfw*$!YjCvhhHEbF}v!3lCTYo^lL|S3*%S+JdGr7?QX*)?s_gmmHvrt7cLgf`t}zx zTANXdGNG3rKUw_~SVIx)_oDFX5ueyVsj@6bCu(!!1rOQu0)qv|JA5gKs!=L-k_%3z`ULCQ^ z6rc)jqEr<`*rtRnR7Q*x(x2Fkm?;=B`)ex-CoVMT#irU%yk#zdpHbenPd1q-hF``| z*iZO=l$cI9&%8?~`0#F4hZ}W-kMP$@`cCKEO8UOl!_~N0^h0bzd8Y$~aE?fXY)bCK zF~u<{%BPIR-Xg8Kj}I_nf@rOGAjsekeKN}VvY&dFp6Ntrb9)b&}E+9 zRt3akt{x)Oi^xJ323@t6%i&&uA=xnXaL>S}@wzFYrrIxI9~WuoGhD5N6WO+9lY1Bk zeiUs!ydlDD;jNoo(@>F{oVP_<5dB?qL2mC&EQRvR8aTW^h4f>#?Sof%{m-prSqKhi zn89syw8m%%!m7YK*wgqyGB#HbnF~|~lGXU-v^rSYgr#V#;rnN|hJHAkUnBxkj#dR0 zvNV-i1s`cZpvWh`fc z`WOCst28T3|2Gzze)H&4n%90Zx8UD$x+bm=-EvamY9jK9mSd=Z2v; z^}|~;m&-m$j0@df_X>y>7fy6JKE-4snA)x`$KO1nUI4r3C?!GbgU3Fq)J+^Iu?zyA z+wb2vzsmd!{!li+JS?yHnUK7sdH2|KkdGnk&Fr_%s;izX^lMVf=>Fgp&eRbG)O`Za z_Sj^5n$v&F$%$XlfbjKZ;Y6wykcu5ZDh4U{L7MT$^!kX*PwAOgK`MT+)^8alP;ECH zoXZmY+$FN#Za6mAsS{U>oqzZx8Re=9G9TkKbj`vI+Jf#^jBtNnS6JClXzy4R<({ci@G@YhaZ9D`#Uo~sb;aT zSf(KJc{mAjw8dYUxdGf1Qj2hAwkQIb+4HW;%9q-vKTFQlQ&dT{kBUEjsm&#$PIA^M z!*3smN4Wj8>%K3)D+~StD5HQ~I#YN<{%(&5#nk^;)KAQc1vh9=P|Ge;5|$KTE!Zhk zh#k90TkmupQEHSCw0}8XS7>Ku%F&_q8Mp=VuXikx!2Pk)@KyV#bOb7oJ-ehw+r@Z- zaZcaZp6^EfeGFI;Z9o@!u`D)IHrcH~qbS1eDp~CDX}YIh@*=xB>6U1fx{@934pU=g zDq~kZN-`gUl&mLDrwfb(8Tl-|h(4i=zVANuehDQ#Qyi~MNM7vP;@U~>{oj2EWHk@w zT^JG%Y4bJ}7%n8`rV|t>o<>*FC%9mf8_LsJ5plncmH9w#=0Y8juh_dLd|mN*{Fp04 zBL6KU!B+}NAP=dImFZ`G>dK%YcdMK}ffr{C4Df%B+&I6NlRa?&joZLvf{)~eg6w2+ z*)y8QV6;D51@=crOUb9*bIg-AThwbo+FndGSO`h|ov|yoQU6HdKJ3}5!*5yZ+y{8Z z-zEc7AKuDaS72z9k{eG@@Cu18q)*t#AyP*H`3omH}yz zjP*|n_L?6Ou*pN~{!Q-YRQX5lCTs$^d)6G}ZgGq!Aa}d+|GV5BX905eb|A>z1VMk~ z?n?h&OE43^;>W<$T|(|%NF&`l4TIbxK)SbnlN+px58`HE_naRH5zvUX0PPPs&L6RxLkz`&%B-x4~1LAKFD!^_LG#Ddo`zUP;>!Rx{fM7t}DQZc}V zH@P$?TG!O1U*FUe9_d9stqkW}_Ojx;a4j{sGNbo9&?XK! z;|JMx0XcIT0Y!rNC2|ona|1me;7}wAAi{l!kO>jQWRc#dMj{C=q>%S)ka@b0_phMP zSwMs-h|u<%5CsunkOodjgAt^m6Vea{1%Qkm82~XkWVlkJk>PS7hX_0n!2%+TL4+cR zpaT)weiLFK0wqKcfC%;w;R{6Qfe6ojYmkRD#6kpWh#&$H+#$jaL|BCgQ@=I*Cd5I6 zn-D=9BKSjuD}BhYVkIJ{oQwhTK>?`&c})>L(c!I}p(neyW~ngJnEg>_%)pWN)4VPn z&lg!Y`wCqT&#x)+SA=fMjhdx(eY!j6(H=4Lw))7bB{UV;iwrlqG^6XNuMJ_Ykx@@~sj}aUOy1 zZ|<;OKV72B*+z*FTf)2U{hpHae=+x-VNo{Aq9_^3Ii~>>2@)j-0g0j@NCpW4k_5?! zWM&kH41$UTNg_kepk$Pshb%~toP&U5I6dR{t-aRTci(f*+4nj3{-~OsuC7j1J=ODe zz15{^b(mH$J~^J-MJ5dnJZXE6cPLzf$6=EgrTEpDR%B1pw(oimyrb^qtm1gyg7-Qo zDEPQn;n#LNU+DD7GaMT1jz-QxdW8!LePYOE2OnN+5KkUG?=QhOG(=6Q_{$i_hWNz$ zSPX)Au?MrvkoD#O#&K}fAI`E&uPJaMD4T^C3lgCdhz?)lqiOZS0w?)WfNZ4($rUr#}v?DL@B3^&c%5xevI>K z&H$H*Q|Et=vidxGxaa%h`;rKp z+Ht(c-hL`P)u*L8eGRy`8&*m)@v72A=}+z-%ZjDrK5iZe?z*0o;i#A^Os)CllEhN+ zSi}`KyE~XBfeu^0o@aI1cy{iiKUTnYSwQFy2_wCDc?{fqI@T%sN5Big^58)R6Ru&s z+={A)L4W^qBy45Q9@1r>c1?X+sR04$YCkoGE@bu7jR;B~`;cvEym^Wve?Qir^(2%L z{D(@{oL^~fA1qwJ{JwAlr-KXl5{OF?VV13TYa=Uw?XmZ}8!8y|{rAEroUmV*bHDu@UnNI9CE*aEq?505U|8@yXGne6QAd}1DZ)XNveIOjhv*M_u$F+!k*#Hn zc=JG?uI7Gj9+9$!zS+vH>>K>#Jf+1PnVb19D~CRw=l2Kp_$WC&-N+b-9zW}8FK`ZX zcFNrOFkZxnWE~aY=sE)lE|8GTeQ#L3dqC2ADL>Ulmwg;$BD~9LB8)UN7DiG#v?^1j z=)Y-`;l|dL<4Ib*aBEl}BZB6BpzhtjNIY{4V=CZ9R?B>H|H-0oga3sVZhK&fwj7Jy zYk-swQXD@Wv>z9}7Bo_hfU10?#);F8@u3O3o~1j4eP8u2_W`;4!n+sOrDMc>Gay49N zx*;{>^!Y?%>I~&qAM8UATnbtNGbOq*E!F1GGFfAt`PP#F=@K#5pqG;QQrWKwTfL4z zHn^p>sZ!;qzqUeVfF+AUrkn-MJ(7yXd@QbsS$)N!U0Nwe<=O_`6{(A)sAX>I{Aj;` zkCoo!q?z-0_`CD=Io+%GQ+D~=?1xzS)$pa(sWa*OAiOQgUMctnUOrdflBgZ|lsHMk zvW~t~vqiU+=jFGXk4;%C-O8hRV`r&my?nDI3vsJlI=slvKn;1`v&J3Xm&M|%@5$z7s&?ld%BM&U;`xlCj0Z=vdJe*cF3o&_DRD${w5w(!L2SQ)t=*^V8f zzkN`!{Lrk@DfZcWJhln8*?zvBqlU<&lDFh-F)zZyYx3Wc?>8w(AjI`8VUD`E;*OO( zx=fW53As_mR=S_WZNoI*=i#<+Wtu2Bag-h3z_n1lmzE7t87rs$xDxmlN?mEkqplMK z5_0_yVl#I^f#G&QL&)A$41cY{rgFfrt>Y;dBNx79m!qcR=j}^<01`+L?w^~nUu#>X z-v?y9L1i6-th|1$n9TL(V>+Jl$4%dZmgy-x%O_eEdpPQBX#d@IzU7re#8^K5p@sb~`(j<|Ilfqfyq1^?ReN zUC1@ni(p=Q{CsofeG#h@=*f5A5@scN3$nM?Xa1OhnGauEuh?xgyGN$=Hc4y*OcXuJ zu?l^(O;i{9yj82Uz)Gj|ob)rdMs&tZ1Z6U_QsWG%gjCx>phE2H65b=y2N+ajQtvcx zv^RAt8b!Mm-e?$yQ4F-e-Uo-Zi!@V`J;u7m+KF>VHkKeZ-EqmKq+rn&YeDw&wqfg_X0dhL zIvRobae=;i$-=3@2xCiD5?>t@cByL^_Yn>*0CwG&Y%BhC8MD%*N6NOSiQ&!0cb14rkr~d5rVuyl1i?Z#yE+F5Y@20QSqtow&Z(_k(71 z#wBi1#EDj`!X04y2^Su7<$c*_*$?>k+sQq$BEIbVBE5s$8zs8|?N$n;$`cGbRz`vk ztJI?Y@jDVfGrt=4V19DgKScETcP7+K^s6W)*zw{LIXo!wjam}U?LMbw41a3ctb}|T z@1E2c_XITR9_d1%C{-BIpnbBICz#Msvq7}DaLP~EExg|)+>imR`##FLLnB4>#{x6% z^_s-%Xf2s0=#ckTubjQ9xuB}cJRDt$tHer=LkyY7mKCLlmI+8w=RZ%f606lArb}tf z={=M-1rm8`|2qetce)L*N0-9EdDqMgn{J0Pl z1~a{Fy=w3)*vTC@5yqF3Lz005;rDoJ`(tzkmZ%CynLq_)C@*vI4h!5=xCse7-gk|cB);P1AGMTs&YbHlcEzlNaF)Eg=>9sj=-TVDLjTY%!u3dd1KTPtXjbXodnbgAtmc7|mdcW+*~4 zXo_V58U2mtww=5+#pbrDz5Z(q8UWI?$<=!teiPxMSAN|X%@Kr$8n=+eo% z3-l(R8193*-@7G&;v(qIKSp=HI}+9Tw+yJx^WW40oj0*fK}o(x64jaa6hNg!|D+Qs z%s|dx7+sMNx}rzuioT&M3Po2$g06@WUC}?7K}8ka=t|$AEA74l)ZgSWT5Gz{BY%S) zIj^-hm|81iH?4(Dry+)7V8hQkG(G1CG262XRzz~3DIQi3BC%UzG zG{bc?!~M1u&_WuT;TF1u|0x4XQ_|3LbPGL40V1f${@-W;HHQ5^V~7_7v&G z_s0gXzNbLYf?=cFfN7)r%jPWU?TpM|>88yB2vbr`fRWbi|n@Bg%eq4`e!>1-52Rse3La zt6$tr9bz(;O~}mZzl#4VP&-Y9NBUH1d01hGJA2cICAJY8E9QX!nNNZ{!~B=sSwAdE zjpszO+!mACtl8j2%!FUGD-zk%t+iz)EPm+<8qYzrC}tJev2+9xALG+sG_D;tseF|} zM2~AED@Yy36c=k_8mc3ZM%tPU=A?cCD%;)6BzgO}O-cR^EZoBjG)nvowx+`A2Jwc( zl{SfWR@~3{gUVBf!yo+;$=s;)M{4hV6YC`T(wL8iDuo>S&&#WLTvWxt6A} z^Rdi9_9)5MYx7rr?-ARG?SWqV1#qIcmC} zEI)ePRHdh3<=wA25$WXyua=GVz~_MvJz4$v!oI(|_*Hn#)?%f*Iw>(AH;7-7cv~ZD z$M@F5ZK7vUi&h)$?NS$SY4-Xxn*v{?d~tCWK6MVpES=IR4o4HvRZS>I=*$muoEwZHJU&Vc!}+WMnfU`?gGWsH|# zY00?Yv;D_D1|rQ@?Hvu9+U|y>K^FYS=8wXP!x=NXkS`Ig!xSvcQ}96MD5lEv6&I@U zjItnP2*Ly9kPtp9IX$sV?`bo@1JBzHUy<}&7*J8tsrX(6b!8*S%Fr*bQhbrLTc*zC z*mf84es)eQR?qY+5o>PI3qx5E#kRYs)R?SDNL$2*`H?vL;!}Ewp#n>(JPZFP3%^&FtT=YWc7>(XU#OU37i2Y4=A@^}&sBAfHqIhox?k7zT`w)jA zC*xM-y-X8w^Sw?iYQgP~zU1Z|cMc$Ru`+=y?=ia8Zf8s8M^DP>>f?Xai#~Vw!)AJ-`QAFnv)ndo zU9J4>*#qz@LGxYR+yuGF9e!tJn|HAG@q7-2pOP?9z@WAgh^)CTJZ)O6 z1v|V^AsvOBrkl+bn;?SajVBAYcXGn^w=@XXvmixz;O`);KYRYefh?c@k8joW__+nM%X)M?K5V*KmkZ&B*#~Z2BdpJCI zb2Q}?y9QV7@5h3jt8y*0MnT!sUB13U^Ga{+%jb5Y+q6rm$U4)+XR3QoGgMXgZ1tn; zL-phz>GiH%=h81f3A-~=5NP#4EI$qSGn}_v<-kY&3uLZcDpsr(RlzBaejmTIL$(3wT}(IY-{D+i-4$tIE_6N)AGD0t#IC z3;5bp7`aZc`k(yD`cwGQWW_jjL4aruBnkd|qN)b|d%CLXMq4Hu#*h%<=xO?$X5VJq zlNmOmnhPD+*#{GeBk|Cn{^}WqGRB3mdCS>AY&()O$Mg|}AZ$9kw~PzbP0dXQcw2<1 z$V%5!L1d*u%i1V)Ll}KkQxap#&P9E$;trjZCJ9tROq0aQ(0_6m;=Ns_N#cGXeux+5 z2&}w@0u9c!U_vWOAzXHXSSTDvIr&MXd>fxw$Mc;ZA<8^QR7x2kv)`2k02KW@v??ux z6FPGkVo3cUKv!gOa4{U52F{o3Tj$YnJgPA|DaseV1XJ*(5ThzHF4yq~Rtq!xx6j|(RA zq8(FLRzfvK3<$iir^%zT`=KDe4|ob@*QsFYM00#_&>4o&P-z_z97QcZ-Up!;j=mf@ zq$Z5qVaX!fbc_|9uF(lJ4_tqLwH_wLg%~Wxx_g8?$ur2>v?_tg$a zV0-#e-)8;qc=;55;}z+9SH~5THA3np^npr0b?gb-XJ@AVw6&;$9R8T$Ws?Kd(V;N4 z(cTo8*WtXS*+b?Z{e&B*+(0OHMd$ae zds7T1U+5TEMihOSR8!wRZ7;{pTA%f%95lUj^CMV|y7)ZxV&C9WGI)he49+5^{yn%J z+XUG7@%ee?nX20tH?TG++?SrZum>=d1doql&L78(bn@?1jwpV4$zO9q8$LEl{FuIK z1!`pZgf9$N)LbJHSH%1-Gbj0`Be{%Yth+)!>=;3C@7Y5^A+4;er**$1RUs22khlMY zy@w$ZU0>YNcgw6K2Yk$Sbzwiaa~@e6{OYoDD%l;J%fb7iV>?-S!jJA@^y0Plam#tJ z_WLC6S@+J?WgCj{O0)33SWAImN-jiqOLn`gamIb#3u8Ie_0fma?B2Fk27xHSw_$or zaq}mU3R6C%s5VyS-t4SX&1`)I6}2U@osaVzqBkCQiNO0Q|G6seD)>p&{y%SrQ<37ji*iLm9v7jBN z4h*JZahu?%cT60X^9P|<#(mh?vBb^qz(E#eJFAVi7(839W5bdBu3zkTFd@Go<@t&? zHWh6RVMY_M9x$j1{P$)gRt{t$wTvy%j0+E3`Kb%t>MHv|e_>jRdQpbT@?sqlf?ReLxnRDdLPPiIZhfgOem88Zs;Dg-L zg*~hoGdc&8f5d9g&f9|0o&SVEyR7h_^7PMm28(l?G*n|vLS)Y!89uT17yNC>nN2Jw zL`@BZk#z{#7i0cq7_HqhxvVef+#kqY5nKRMnEbzB&X0g#V8}BM@MxsadrDZ+NKaJv znGUjGLPcdShcQM|s;~hzmj56CUr;mqgw*_HSCMLBM7<7QjtQHSDkLIs8YZRGa)XdwRSB@Jn9Xd{c5t!_@MBbXydlF5PwdFrHQCTe!Y=i zBe3)O8alba&fjZJf1aBdqB!&*B5bC4IJ!MEyr-JKY1=hCY)!OW|2j}G7+m~cF^gD- z9QjC~RreU;_lQ2d{>K`^tRI&(gwA06hvffF4Ay%xdD1hYy*~SC{vMgE=hZ^nkxNsz zqav4j^B9rDxq)91Nh9~~<=Gxk#pfBHw|sOokQWX^0L!mTn)$CVa`zsGJ2?-*AU-o{amWn+S zBkoVWqu(J#Z?!`ykI|{UmZB)dW~H+i#b&*;vvH(~JjSO-)CGr%@z4V((Z2lU4Kak` zTpOO%$i~^(=lx|8!&&(;fyfCl$0bBpOTQ6uR-J00jN=%0u};3~X1Fo9+-on@nO(2C zd~3hqB!*A}x1Hz~X;)KSvkwEkLRfpU?KIChg5Gkjl(?zIngJX>a9D=D;!p@vS7eJ*6O0{|&qdHh>qw_ZTC^GPY8vjl32A zYqbJI$7H9h?mFH}D57(+U6#%5b8`&T@;Tk~apnNYQ^IJC{(}8`vvpCuUT2k9=RQ$5 z1CtvMFS+2;MN87tY@?5<*Jp5$9KXRa=temlJ{1lhCpi$dk|1X&WxB=N*qwCtId&?p zMZ%iRyqV%ukh&V>dx$^h#!G<_LicodE3X1&sK8 z?}qDv5nrCSoVqS)bTbYnMzxy9IwB|3FsjTfOT9RkVz0kGpFuDpO2x;bun}Wxm5mQS zk5en~#4MH9fO{pdVSS^Jw)(ODQ|_?cnJY=wDw_gLufQsm{{??z3;C_aS~^JFa>30$ z8W(isp2l=%FMbEj`^312;^s*c(UBHuEb%}$ znS71*v39Jf**16COnrMb(G=l_SSXc=CaF5BR z4u=6CJSi>6XeBjYszP6J;C}w>+?&oTuDgRaIG=qOM6e##Ezn~Mn0rJj^!gx$v25zr zByT}RRjBv^6bd4^3{HZL=s@k5r2 zs;1c5O>wNyx*lhZX=P?oI*8R$Q(={j3-@wp)gU5Y9}Is(3mMI(;p0~*xXWi?5^VI& zpr8VyRG`qv;olf?zoHnhUZ5B%@lXuiglGmDGy@-+!Js61MQOKF2K=$V$4;d4>B#Hq z5iN^~L}nBR`Qvbl`|k3xYRzu2o^+MAHv^MQjg>JgsSy=qy1iG5Un#qk-#--^d9}lM zXMb9fi$powC+zCT%N=+1Jc6ICF?wWQ^VxD~Ul>Y1V7VgbWdjW#lYT&QMbO&@E7DL# zL~#7cN1N%THMuv@t7@|}ixE~iTq{~uP{+%6;bJ0kZD*xgq1k+ZGIdRa(;b_)-NLqBps`s-@n z*Lx<6&&X+_NrC?dE;1&|H;b0J@Zz1Fg%@KTSHha8k0$qs!%ou9_5D~%|N5-Qt%DqU z4a;U~>lp_>6$oK{DS_6oK3cViK1pfdrok`$A!5Y2qSn%jX;a{He)V#fvtHk4_mD0I zLxJ!pK02{$tCUemuRY~jm1B!io2rICb&JzNJ-_3LUlBK}Dy8^%ce#3(LUX?&dSU*9 zTyM!d2Bl_MS@eR^?r}Ts=KZ~lqd`s;%*r=`>FF<^xMJK!+WUQr*a`T!n2Unf+s`<+ z_~z+w;spt<2(@YwJkzzb-ZLhKcf0W(*DM_1wMH*r>lOX6*=efE#ODDyml#pAzp+L`#8%2s@j1dAK*KUFc+9P&1l8n*FKrbPP zkGHEa<3WVTV?=_^C*nh*ta}VwbgJ+3w7$U+(j=UjFOPF%FKL(3cFs%_gTC&$Jh~w0 zZ+vM&a6cWO{x<-PRVI=AtT8BOe>mnS{$kyvH&n<}j0pw;EB-6weWwTSATae*HH#+} znnX1_jW`n9<{Q9}c|(?EBqDf|7}iB30&NpbR(Xyh^m)F-wt2L$I4t#h)OQl_W~e{V zJk28c8FQ07|7!|thtPx8$}n+{T<1|&OWnDube672I5CQWfELC%*7zm%D@{z$bOWRm3_l_Ztt$#K!|m@tO$Qrl!) z6muLwmAjJJOF5Pla1AM|*LQs$i}wp9N;T^WxCw0hIF%R`C6nz47(A zc8GG4R!fXLTr?HV=11-zO(DMp83YyISD++Q#-NN*YAVfrZKvC~svJEu%yKl_@+7@J z1ZCtE{xb5ooq@pj;2ii8o>Dvkr~fJ{(|w!IxBXz?ZJq@){fqk{zpCudeW2=NVMn_- zaYa{IN_o#|3q6zBqQGX{J00VnZ+Jxs9)p? ztSa|)9Ytp`JMVBW+K;8gKU-s>dC-Lvk7O1t^Wk5PQTnR53#V_^&T zzF6b`W%d10lk_XjovpSR`O;d7ZCwtIcm7oDN^($!2~O9VkKETedohAGXcp0EWP+7A4x6y^KqQ5x*`NH+jh3~`9kpE~ii~Kl?YB!6@c+iXEgBJTQ zwd-@M)EuY|pz$gdD*abC0&b%^@gNnim>^r4#GLBFljG1nIp!_R6Hxj6*dz3k_|o`upNYxyK1%=Hv)Yhh zD+~6>-G>EFv!-zKC+(j#o7Kx1KFxA(dqafUa_Bfc{DR=Q^Ui)a;o~|F7u0hTrz#t@ z#~}aMEncEnvRW1u1u>IujEVt$2Yo!;a0q2_K@VgUf)W`J3R-;mK&k2#4bZwPOn&vjV2HHTV@FH8zFs8~o#ho%^TFS~2lUO&CYi1! zCq9IP8e*&N$E(Uuhb2uO#%F!5_~cGq>CWq2&*R2B>nv!5s-F_I=>GcIalap21Q}T) zbU@IK&1ST=4(T^%KU7g^P9XZko#@_7T|VI8$cx&73_B7W+W=b9nBBktfxx1#<`01s zF8_KNW6_`2^D6(|f)J_ANeQv&e88rXc)s|x=j$A!URLSK?Yvvo$ZNU*ZJF=&QRuOX z%5imO<{1-jCAV&<2E*en*G8ePgr9+r5^~o>BjI^NLL4TEL0y0EIF7IXy$wOU*}*XZ z=pk^nbv4WXPG0mxjOnXap{>&Aq7kPn<@)8qiM?Qt@y}401oj)GRn1OJU{jJeLf>Oh z*k)PfC`Ml>O~N$^u`VGITAG-(Dj>P>DUS=5k=Jhd$x)b|C%8p9P8t2%40UC4z7muY zVnnmV{K7D?oV@mH$}2dbF4xkg1kmspEu2S-t_)#2cc(-se@=Z&)54KwKck9qb3GCc zWX78x3fl-ekUJUU+zL8~+A9{XKWr@bjH)h}xLniSp9%c7#Iht-&~W?mn5k;3ME~0~ z{>m6r6`#EzJxz+BWcY$^_$}%Tgr2AN{;ofDtJ(_8UAT!_`PL4_38W9R0Fw6?@B$}- z1PosIohIrRR}~0>|Fd(^(~Bt%)2-C|uczW(@R)NpN>C~%kK+QM`8TM9!_9QEG&evD zXK$6L6rsQ4ITL`G&Qh`2l%|_ORLWY3x=$7YITaULZlNFoj@ne5{{3754{S6-8Tr9O z1%9h)|K_wAdmkMLKU4z3KPUPJE_%TmGTMAxgaSg~rr19)Qw$y+tg(*<0zb3#sn~xgMM~hCeqQ-pN$)~iCG_d%EOCyJi2Q{TaxGS}dE_p!maP~S zEZ%skW%dj{YkyWda-X=*M2s3%&NXsa*_S^qDfcT$KH4C;MX{%A^l^O=6qXoYc$im} zdG43cJ2~KM<5se@&0OHej=%n39>QuoeG%}3&#I0u^MtT(rohpST)og`Gxpdyla;1g1nk$Cwg0A<@(b-ZuYTeYQd&$Y#P>yliRgv1iQv8NkwCg@ zPJ6x?(0mpWALrash4v>=r5NoIQS-pb(j@e)m`_Pz)i}d5#vm6)zc>)$D0}`*ryHxW zA)k_tUi3TmZ;Dlu48f6O%-$j1$B1P4# zGO22#BaH*;y~zGp%hCqDv@_+NHBn`}GxW{E!Ns5zlyBq$p(_zszW4EINjXIkLW z6>CNxcGM)%httv(H^{s0-d4Wlx~rj#2aeb&7$EbNaN^iqD`mV6A2AMWvGS@y3~}=q zaA+W?4h{{*SVfxJBFGpl=SN7`5aOt4Q z(CBnsSI*De^xz_w3&uENEkaV9H_+A=v4Kg(?P?6lR#_15s?bOOs_*G}p(y2>Bxma@ zha?$s`Z-mmFQj)f)w$MMz`4IA>fHbO*KU?v)fZzjBF(M91K`%*9sutleuW7=ljfU; z52dF$M;ix9hWuKkPBx3C{~kauqgVDT)-oMRj>eCxt!3>*ORkK6I{ zj@xCtW5Tmy!Ue){^U@=%FnK|YlxP?@FHmTWkjagPf%5_ue8B~qDHExw>aoH%LuO;! z=TobB3dKJ?^^c}LdM8~57IWvkHxEFW>=R;hDvbjM)Z>Di;Bf&dYm%S&??^$(}XcTRrtPAFpI zzWG6|hm#7$n2@DZNLItL7bL{8XTrs-072<1EN(?N!Yf@YHumXCe{V(vcyfka2+*@2 z20k&9^n6jo-fX)SK0+B$J(v%how`y;YE?0Y?IRNPJ8*WiW4bcKeK`gBg!hZW5_RoZ zEPr^0g4RJH9jBIle%~YQkUS3`%JS3?9P5NtE5qB@Y_{EX3a<$_PH1CjG7>{fbDNm-CGZK{M zPSf<+KQ`L9=c}GZzP1juPDoy_yEyIp7SS4|WBU}gbL!XL4O1+TWX;Xq@M+F1tAWYyT1TyV$UP%64B%d39XHAZ8?nOM;g!c_XDvAM< z9Kax+Q@|F2a|*OWqCYdkBm2}}O@|r|KP1*gZ+n*olTrr*h zn0T}*zAv4uP3{qXA*`Xut_QvS4kM-U@~hp%I-)Tsq`1Ox==bU3Ow`V*XyB{%lJn4B znVu&`0c;nW9T#Qs-wa6n(n2jXN_4-~lf%ReY&Aeg-QTl01x; zc`elXWZ_U1YEM-g3;^}{&p=C2%I8=SW(Ev$5h9N2(_emmqQKWr6u(SQI%?0qmXpB4 zG3tlQRd~wybpR-%eS^a)4PpZ9cm??T4?sIhWdmiv-!|}Q=D0ET$|TH^s7FZt1wkHT zaaTa}QYg_q)%`!vcF5Nw!+C;x6%Bph6AdqU8Qh96uFu5P$HIp~M4w-c<#Lk-aB;z5 zdxmsKIj88+DVAEZOiG}{ANrUenaGvhqLY1xr>6T58*Om)d#myS2dpmRRH+#KT2- z?oK*#%R2*GTzkeuKj@J1jsrXzu>WJTt673P8JC?mSTyj-AUrY3Q3)b+kOy54Ehl)g zd3F*W8)=|h&6k|`!44L*eRohpNNS~3HJv{Z{(DD8BauPe@)mP&!H`QEDRqH*wuHnRxYZ(d~}~Kgj@-=jO?H2q%7O06Q+&WUt!G z@7JkbA7|yX>)%ma^L7>x`mK*;d+pHHI;2E%{iVZ~iS5i6&gO!8u9aDs#r$HlD?Ww7 zw6i{?ZYlB=>!NcjqFcxbE4v>KXS9jmA|k0)xmk+uMen`xPF4N*zl%$>I0uiFYX1{9 z%Ar_2%P{-zV)lX|c*O-u(*KIdM;(-X(X#wMi+z9&nFOJ*G#WFa@kt;mX9A6D{sp77 zttRlwx+sUU{0lF}xCXWfH2x|br9Mx#iN=rqo6~=ygqrMgcGP5}vBL#Ajm8d_s43jP zL@$<0)U+`MqdLVHjOy~=SRJ(}f>GEcSRFOQzc8w#3A+40VX#DDlH}xn-R7zsIy>}Jk?P$??*>Nfc9OL7`e(&5^wOH2+;-a;__4=JMvhkv;yZvTOz=wx-#B3)?*SoUz;m-iR3dC(UG+lDG{&m3Wv+044dNqlJ0C{Bd4TcZURFKZXR)$p&WImUcKb;h08BFt96d z1lt3`kJSpQxDR?Ha_%4!U9=)iM9)6q*3!ij3eRArSqwi+y0iHH^EFA$4PU-F(Na4a zIM?q2EM&`vL!@->!rs#bEncalmv_7r%7u95M{Y=(aaS9Hd!{}Hy+SR`2DENWqjW%Y z8@*_rp_H*u2BnOBENC?(MJb>Qx_A|;xLQt}ak^C17IU&_`#}1cV_obq&2Tg?$hA3xQ9!smKDd$e$Wfe;t+N z;R=){VbetSeecyjHVL!t7i->nE(R>k{TADywtCz&SLdCM=PYyj>mCV{2G2VLg-oZMzVKri)EQ3FwE`eG2%%vpzY5uxxH>->iBN6t8?Nu zZ!a#KSoY*Vk8$mASBq?D{NH~GViuXPjrQMZPIM7mru#wTpKFAv9uRA;JkuRZhddNI zr;xjcuOq9GCK)~8=32=&W!p?8$V8gr)9E_U(%pK#H)Kq-JR^6K?{{1Tb1G@M+mEMF zx3Q6AJ)e4@>O6PNjtMVNv_#wdYt`85kxZ)9^E*E*zYB)#PGu#0ITgI}_MDOye18=8 zu5KxSviWSz%8&I&abMN4V%_z*yrBlRRA;iV)86mDW3Tj-x~IwCZzbbgr8x3i{Jd?a zX^*hvmSZTsfDpgVVb1JI6dZUEKPiN>-ol4qo1YGrCrt$&O75)r`)`jGA`A8gjLPo zDVmWh(92HlEu+5o!OpIIIQmQ}H!&w?QwToI&2C&7$6Ho(lpa($AJS20NEtIKJU-er z8g_Q|ruH&z2EOn-y6J9h)HW%Mxb$|ayEZ2NiVnlL!ZSZoXXmc=eLcAh;)RFvlVWvA z!jq2|AfM*u?mnC2)nyHT|M_SzIh~R<+={<}o>=0mq7sQV8$J~;TOai(VKoxN)L-iT zqn+(jahILEouv}+@XN0@%-=^>lDCJ!+~TEFI}toW@TYzxo89vf{{=qRUdEp1=K69C z+@neh8-=erzMBH~gCVR(u5X!X9{N8zM(~`ST&6|OU0_`w*7-W?FTDdDT18m8inDk& zJ9sqVE`tXGR6kqWo{w`+FUf9%a4$cCIp3Vbo3yPm%OBe=^lbylIg+a07AB|Uu*0Gm zmi<}~^$C5kA~n-8d(%?ND~x0hRxB?M)YXe9Z$Y~`jAYbpi+wGa;@7L@pS$ht7^wUT z>BW!XuZqdCG;P)y=7$E-+CSOTPUm0d9vGeD9sr>O?IQ+v;&p!@+(BwcD7cE=hnf+a zETNa4K6UW;cTWVgH_9MAqkb5_ zF4HXbrGW~Sh=^F1(E;IzQc+O^`#9!Lw1)3VSy0(`87IE{ZNm57{xeiOf8!e#^ud$y zw>lb`1keP5Z*7r-Aq8D3wPqu4xW}6E9>PLtsm9W!DKl(u=dn|)F$T_s`MlaJ;he}qv_lC&KB<8{*BdKsJDH=ZQ8#z|Eh?H=eMCjK`W?k*0wEH;6Y1W1s zh|xxpSmFnT*vYuJ#loT>*QBwU-`N)iext*6(;=wuKs;5lP(htXTT%q<_bZA*p%BJo z09uOVB)9I9N4<+p8=k|vj;kn|08M<}cgZZqn2;Uve)%jp6mn^+Df>MBPJZ)|n781` zTWjXRzz@&|k2A|(C;8}c@o;N2%(|N-_$$6Y^3tzAqd)5>3eS5O)!MEIalZBZp+-dB zLo?hdOFhL3#6DrBN_O#EE1k`}Y$H7`mG`u7?g;O4vxPrzw=+KHPkX$pEu5E}&eSK| z))AL57iNkrJX%YBI|V^T(dR3nA}srq?v0aG%ow~x`U+>u8YHrB*^8VyzZR>t>9+sK zt$|gevVx1J!v&eL-s~DKw}L>hiPZ&X!-W1@yc)-K=ieNYD}9;ZBi;qk_f@%G24Q&g z9nDzxFV_c0hoW{z`7~!RU*$6HJc4CVco& zDNAJr%1!?x%1!@fj^#AlQvCJ@Ztq!#Rmmr>pdWVHjW}Vd&At?(JVt_*81hB+c%9;H zVq=i+ZAb5*ly99QpA;#UMeVwbmK29Fggz%Rr8kf$cIy>WuM#e*M3)@}WrGVr67L== z*D@EB$5bMD?HoA)^DQGeV`uLc$LkRVq}go6;#Ir?(G{_&;CQ_HI3}UNbP0FtTa5c# z&P}Q?^D>gp_5+g@m{cUb@4W?LDwCb8n{LBwn3kcn^9xbfuVl?J0pR`{@JFL=5<*=w z`WutQXvCakr97l6*<`0kw7y>zSFAdEvbS=iStv97{Eu~hnDChCxXrgvo-AoM z1pYx(KGqM>`syo8MdF-0{eu&yAFQ&*iIXV;g==2}Y|Z?=&BUxqINE9c1O3!Ep7}&9 zI*&!>|H4N5l|{MPFg@}5-X>WVLee8)pWojnwc-_M@Vs6mvY3$=79m(q!22_Udvq?M*_D%7 zbQt5nO(-J?H4411&Z14U7FxFSXEvxVkWVxJCiL)jkwE_WxNtR@b^H?pY*V)~Fqs%uy1TV({cn;o;CKPBW@gJrRJiokOX;O5~gC&uZ8y-FcfDOn1p5dhkB()l&MfsST%ft1!aj0vk*9eZL~ZE@>aOmXX~ ze*+kai$6tbc?H+JTd|@-v3$x1nv;} z2;CpftoSDx_VM##744+fqG%;K-Twc;l1E=}dkVVymcF)ATvgg?gKLt06IvSSwp!#4U(_p5CCF0}pkL9cbAudWp*&j~f&g!O4S&gs1Wn9h9+?RL=lh5LAJ zO#k4Q^^UwCcb>Z#EgODF#qok04}YG!7mX)O2N#(+$Oor=(_j*=Qkf5S0q?0Fo9J=1 zwq*HpFR`ROKB)G8+p5%xcnW*dz1PmGKZFDfm zYv@8C5&#$^c%>gTIbGx6cYHOz)EJPttjmEAG}~-JP05i{ppGaJZ=j+TUE@GG2X9zE z1B6;Mf#fEd(1Rw3q6w3Ks=bM>wh!H&6uLcd+|+LlaKXg!4ay0W?7o zO(2Rwamb0Ht3sj)Drf?@LIc(HKZHRv;SQR>hbGkjAq=4jnrMOynsEMyFpMVXpb2;X zv>}FWV+2jmM-xo{wDE^9iYAz#2_9&|<{!d1nqY+@fFJV8+CNqRHMYm-!fEKjsp6>W z_a{JM_RDB5MSvc4S>15pw)e)=^TFZ~M9wypk$}@I1 zbNYN!Hu|oFYK}a)-*Q@C*bmw+vDoDz?Gn|DPug4gf?EVb{^}-&uO7PIeb%!eBF@@| z0c<`N_)Ct%3|qrMf6lvIkwgq;iyu4-#3JQ&GIlO_*7pGXn-8Bq{{Wpo*Trqi8abJr znG}-`eTTmB8N~kvXACEweoSuP!b@ccn4D_w-oul?-A(PR4hdks?c%CK{;THz!G)N9 zTO~UabwDT+Lai*XNR1a>oYnZP`mAjwx6??j4cZaeSBCk9tl5 za6~{b^cR%>knH-U7ah05a%UqS4i5=AeZ_B!yN?WXOdll`qAD+PR%ES+go|xl(kZvB(CVsS)UbEFIZ|jIt%}|3Thc$JNnn?Sdgl z0tDBf0fKvQCpf`1xCeK44Gx>239iAD;O-8Ajk^YSCqS^-2EaBw{=jB^k2yE?6L>;Lx*t?L7Ru8qFE8A{nm+fsJZ2X-Z#U8=&2$ng zRrLMef<=>^o;B3<-XQRAWe@W7Y?hz4yjCz)s{O(5+M+N%uHm(uU$E^-T2N5f`fXeV z8?B`Mqnhu;MXkhVgflPF3cm+m(4~uG#J~+dkNAZTN@~uT4{B=8r`RCoAC~k8W~H*c z2>OAO8qdHQ_0G>)=!&cH(|UIqfrymIc8{`M7#_5ZG1jYw;(H@|*Zm8BqAwZYLBeYc zs-f+5lZGsBJ)EAk1eSEKNUMN}f|y%(S-F`vzPEoAy}(Z^0SvWCV|#hrPu!I6`r4yHIxTj~8TvLjy^{l{wfjfIfZ&?FT#ucy`$x0E z0-~=KJ{>=DZa+D;4zOMY5lgvtTMS zuq4`A&bFtz2C#~nr#P_e*%x3HwTNBu4KF=KY~tac;W?*78Ne!P;o&*wy%(1#5g#af zufs&dcVhNv-}vb$jNaXUNY6RB|8OV17h~4DzU}VUC$Hq;D;M*aG>NpyE9b(+G$qz@ zxFh^tK+x`X6cqJ~%|0jlYU*4vRfb^LYX>F0FxkQ9JMCay%R3xXo#ic@o(slGmbG8% z)J8hXj>v4_w=U#8z{3CuFO#dWTdznmlm2pZ$=K`M-*I9|?$ zq?ThINtkWKVFa&uF7Um+P<3cRtL^LCa}s=O_PT`yz2r=VP^YqyU4`a#8bNfm2toGj zZBasOA9GUi09MGV|8L7jH2y{CgvY=8WZ>moq zuUR5DcpEHb*Qcrl;h49Nt42m47l`*zDyuTpi2w&tE3;AtZ5A0xAjqjO)+{G2@GTmx zi3}RuaH3=w%^9>Kr9<_VbQTl zWuliUy~Ihx0^Z)Ma5S^>s-$xD2$^$9Oy_%dJZ8<@KDTj_4yt21WE_y9^a<3A&^?y2l* zH|3Z4t747HY0UWq7*PiSkH(;|d8K_p8b4cn_i0dlvDc&q1=y365ZIHH6WCe6rcBPX zWYZW(K?0<>P&7pbwk3d{Ntk^MY)Jsa`L5ML!3xn#z+d|>wh6{FNiukBu?GHH8N zN37KQJk_y-&KuI0fzjv%{h3>21FS8Y850L=Yh{lspP>2A7LvZpyDiyj*=KQa)fBDY z-hVTni(Q`XIx18m>nz06!oN`KW8Dq@iIV6lc2*f!O3XuQ(8|ht7cj&3a2vvGC3z~k zGg?Iv@v$tASm`#A)yr56(DQUM1)MtzUsy#ilOD?O^x=k3x$#R)oI8m;AeuQ`mnMY31F zswjRnCNHeyzi9EfhUnspz*?v5IeSWSiUJ2=f@d-R3;L$^`$OM2edD0*qfs|W%!UAS zto%PP)ePi62)i$d>9hU)NuQWJFs~oL8TdDk2lOF2{R7z&@}J%zokFr9awOGpPEIcS zWE6@)M|h7p44s_$xgCVXy#@|5CwT8Z4Kn9_|I|v7{qA)WAW=jB znLs3x;VRZoX7X18CkaJAnv2ybTLyM=X?vf`alP%!C6SFnqCKwQ&ak<>zMdo+_6+!Y zzOjy4MoX;>?9eL(lj`U?Kqj`mN*Wkm2oSiqCqUqFdH{jH(*y{-;2ng(KLZ5L^Bzjz zOafckL?Qrz7pB?+2byrlz^B@Si&N3Tnl4x!vqiQd+{1Z~{kN0)&%mH&k`K9)Y!2w=X~DZJ__e&xHtB+ZgY2vE`7H)WOpZ6+3LtEK9(;Y} zSV$7&q$Yq+0DO1@?thF`kf-zdN^3x249MAc%sdOpD*o3gfQk)Kb)YIPMD>QM_z*P> zsuDodCa6jTQ5PWUIEk1BU(P$!jyViQC-fa(i!HN?TcB^@V#I(PEdakr$%ZsXUpm$QG?J>2K|wGQhuyBvg(9Q2I|&0z@4#eVjyqR={o z)R5y7NDc8pYG?scLy~+I=P|BgF|H;%r2jmEG6vl@TakneIsgD}b~%wMK?Yu;H?(of$AwxA}P;v7K@%9H9pUf6#iX~aX~_~K1<8LJMEqrp@y5E+6YY*0i4zg@ zro|B8qWq1%eP|ipAgB7lSg!)R4lsZM4}gKhd^i%$u)tJP55;9ar|t0!?+9VZvPAx_ zk43~tQ;@p&v!E)GJ=BT_ZUpIIPLW)ZfRVS^%j4J)F%c+TKO+&1j?SNe{hBMAk0ds| zG&zpEPMbW`tjT_sA<#?#V+jq&SV905CiE}pwHu1S=l0b<6K3FtF)xT>$Uo!rbk%@=cs!lMTrb+?^p-%uccmZ@NjR<1nWlZAK=_Li)C0ww{(T+d(= zojK5OZ?1g;0*pbaAFnOhBiG91y6fK7BBJ^Xc>~G>5i0uu?uutApa*i^WEdiqKFuI_vagrHBb=E}rK&Rnr{m z;lRG}3E9^1;mT(YDN@TM<9&M;9gRmHCs`}}ie&L|zq>Os<@1=s+C8nKw-MmiuSn8^ zO!#@90O6={C)?huH2Nb-_VvSVC6En_{{j1n_0NWWm-6?vQG`Uytc3W?%-VZVmwaow zT+3V|mRaL%4OYzoz6u+QF>bnhcB;DMIKLR*?Q*CQlUW)y2dG8kiLmM=t+q&P;n|pZ zgwhC@!lHFtHa+cayWBh|eTVTSI$h^-Dz%FDY>kXO@m0}r;b^?1Otc=q)=|-@@g9BE zu)BG=Pkd(ysKA?_Ux!M-xwW_87E8%6``Fz-s57^NG!zEEeUu9(7>r6DR_S$&&??RC ze%xUIcG^{OAh2UW4;tqe#!pj%F|Zeb_ipETBUB#wRV9!Hs2n^VOl&KD`L};}` z(}|>n%D#y_F(T{tk0ARPYgh3*XC*sezpLz5%1Q=avQrT;R<)0ctWoYt%$nL`t2o*M z5BPZ{A$PaJ%h0a}D8MGhgy!)9Tq9Jl4=J&edJo`S#h%wSU~NQ_x8<|n#T4{eeyiES2wBJu3dNo4RmzgK#}>aa z*VKs)w8x=wi1cvOQN4nLI~zNKI+cFJbVzE(Ouu2~MPDTHiP9ld8|)EJW#C#c#*jGoOQ2Ih$lPIzd(Hbnt=SxJ z@KLwIFW?j!6D%>R>!5W^{Cp#BIf_o%DDhD>#U|aiiq7iDif^dP9({H$(51n-gcU04 zi$2BHpqbpHEsKaOXlwY4Bsld&b%b&D=s;+@LzoLwmG2{A?$~v6aUk7Rcc;p5WN1MK z9-4vxGf9RgFqa=)Pi>WN;_E#8au(;OLT5tRrV`I&P8?K}zI+{9be`cx6!I;en%C<( zYth=xPSKZNM)L`}p<-iJHMdZ+_o2>|_+c;n#eZlLOVTT*~B2QX2O79@PU zp)u+REcB-%fr*Ws5Jy7i`S5{DzpRz!gULABBk678{wFUrvEkzI;R9ZJ=L^Su#2~KY z2vaQkgaCh(H-Gz0i6WZ;Wsvt?ypi?3J;llS?Z_^(w`0{Nu>U9;bwSBl!Cjy6C{KU7 zi@bOo@_K?>{o7cTIe2)2+Zd&+_6LF?F-5nmNtv$RQE~$B!%I5H;<8o4J!k#v9RbIe ziMp@F)Fhw0W*)*uforC?+2MaBfuk&2_j*TBwyu5a6GqhNlg7nUIAzAi4yAm(+bEj~ld-J4 zJ;3Ds6V^i_ZSQBQ?_(V3MeJB`d|;Z}RnOti5mZL;@Hdcr0+hav;Nd%DF|z??DNtL9&XW{I(MAZHGc75MyULlL*x1s0!tBc7G(W1&kI?hyRS{TT;wkl*J(F4rTdm_-`*ANwjA*qAv>2IZj z>g(IPu_EaLD8G6(vOhg(xL@qKxVz1-1QL`1y}FbR+a|J>NX2;y+i3(8cwX zc)-Sg4tu5`u|Ic#=Q_lfa=&_+X!mwX|5gy=P=6fwQI7vFEPkX4oBd7XVVU91>KAh3 zvXk*$_jRt&L&|-}VQ1_G-bH}HnEu4{y0o9ez1VnberwrYMEkGEGs*mW4j?6k8jy0; zy8deV9M8;M;)CMOTgLa3?U zX2~c6sFxFGO>dFv-utt7J#V0`3V7#U`fc(5Xgl#)H72P#PiQRsOQQf zi05f|nfq;Ka0xu*1WoUuIom^m8i&6POsHWCz0}C(P@@BCd?$e#xTlazBj-{2o#Snx zL$1a{a|7yH3u?e@LJT}}=y~Yt_)wO=bVP1!wEqK2@gGC(7Wu9lS#9l`x~vVFnykOD zEgeOioK2Zp$AHie!_grPgCn7XG-<5Un zaHjOrKGuef8FL;3d)G$VKl29CAP|mvCfYC6F<c;#h$`O{cBWE z(AxJ9bi96CyhclkhW1e!ZSm-Y_CZWlgNC1EW#zc=xYzKJ;9c-%iqP9peGM%~v1y3x zBL#w}C7mG>8j%8x_)k&_IN(2pLmd4*{I4nhJN>^qie`_QL5?Tqe=76-68qoj|JB1^ zQ~oPf7kVxmsPuu#XdXz)XsDhJ)zhK+7pUG0)rX*R5h@R$@(vn{!dtb&%s|Ww@s9$P zcYjIqJN@rtfBX3YjZKHjXsGmoN*k!u<$-wnt^Zv@!hfgyKa&tYzt8)32?_t5tN(qu z8gt(lQy}(P7C$0pFI{mkUV$oC})gK9U)(owWW@t_PU5C`r zKf?d7=#UbDdf4A)KFkSpw5rw>m2SEr%4;plZLRy;xMecCw6&~iH|#4!e$w?bw3uXV zyzcQ8!!~FL_j9?5mkf0$M2~Vd#6&eJ^@6amf1s z40vRII~P0xx>NkuIfhx69udC4NXDWXx$1t>63=`Q7|x&@x*$7qBH;28!Xl+dXLEXU zR#UtwZ)j91J%nRc7kC_?8YxV)2WIsQx*pdzi2{{F#xGHPy||>XI6sURB1Q;h#r1{% zHIk927tuFJpg)I~AlgQb0=_H22fi!Fs?8JvYC5cw`APGJ$~o-01T;?$``=%u&OgMu zxbBQq@S>-Wc#Wd_ZV8n;sTNnvEZYb;@4X2Wi(*Yce!+#Z@mNYuwEoenaYZKouJfYS zD|Y+R&VW*usUO11_;bO+^7sQVWl^Dyk4jgwi5^8>sra2(tjvVM%KTG9cHi%8zwjbO zWtzOPx4&2ng^jcupNpx!1e{f&9?Xl|z4g8L*&C+@e$+_Idz`@>D6OiJhiFH=1` zTzqht0fozy*NcvV&|qC9%WNrg_(#&Mi~Gtzz!0n-$&7&gW?Oc^QiA7K0|IWxm5Lda z1zbY#0{<+_r5AI<-dCYX%W7dcDy=+XmrinVRl;-qjO)eCe40{}V)8$rD@G}#D@4hs z%SXwh%R|Yb%MmBNw6^<@6NbyOH<s%2Q z*vqhHl{+fWSn-h6uY&c{DkShOg^0tTl`0=bh9h`+Q^zKdpiI^2+@YAG-m*=3=&RAK z+iR4WZ^)KyzPgIAKlefcs9{^|mEwN@tx@lM!g?!9SqOC(+lBa#d4_`Nr6DQ{c5G6n)+)MV5#%Dm@ms z{nA3jdFkWvWRchodiqb8r6MsHQ-`@HvX@(Fw>+Lv`P>x+<`Ha-5&3l$-^?TU2qU$e zKgyRwFIbj>L)7GjkMyI?8-pE|R}f2L!0_)a$dG(w(&WK9bqPD{_jy*$)yqv})5 zHozJ&*6xUtEydg#!&6^9Di*C^dWTjU&l{_W4x?dt?Lo1O~&O4Ip%FeqOF?{ ztKUt}@-uT?c^BiV5YKwx?hYMuCX6a%A!+gqGtL**-&3h~ zr!u2|)R@-%2yUp@VN$)e?0Bo)l5#wWJNf=w1q#i#oI^M*_ved@gmoeZvmH2eT9qQ= zPU?l`!$=&2RYs|^2G6xD{Tvvd$EFMG8gVV1M&`;F>xEoDX=zgd7MwvpV2b#OE6(+J zld1k@OPS%Y8%c?b+X=P#j=3eY8z)D^o-<6>NSJ80W>yIY%wVLfJKOMl7rZ%Cr0#`O zphg_%zNspA5mXq?!P!Nndfz0oK0JxbD3s5+L>HCoT1-zUw|2|%O+r5V>3JqNo2;0X zRaF%>cK6(Z3_rKL?0DlN^FA>oj5iF5RnQZH2tE>Xn!~TKv;g`grvvsWK7n_{ zLU+>S*&#~MKNQ&5@ogg$O|xV#I(i!4&O1Q*Hz;0Q$lO~dZ+`5d z=S6`n?1V4wN83olik!oIJ;z`C3P{-AYR&XAy*g$iv@jv=y?uLOp*8I===URl{s|}A zt%t#7TQY1YLIcQHkdb3IlNWStr@2pS8;N3On^C&G=pg8j!Q0qPM z#rgRR{tjK`H(0R1zVF3|%%2wd`vP$K2l`~-(~Kj}LMi0PaO~y(iBXx#Ybox#*~;c{ zW9Jk^s$`>852Wx18q#)>@5{oF!ntvp0Lrojg?CpC$P6kmG&8m9|4zsxg!(}CsPQP} zBX71~e~7uAjKl)_ZDbf}SkrPw#v0XXs0^yPUhQ9=_r+0Q?R+%qA&R<;y6R~Ft=({z z^dR&`STaYUWU60U2=sD`QimW}p@nt!7V}RH+VV*uiPiAkzXs1)Ol>`O?DGGgFtOLt zTOiMS++aognx}sw;(`m#{2i5Ehma0+HC2Fw9j5>mPBthh#@AtagEI!_qxQ^paHjyY z_6**K2JUi25$L9<$n+1u*?%}#8Op&~RMwbUnVbb9{p1=zdGLbHo|Ngw7f|g_KZC#F z-~kv`P8K%F5~+2leh!YqplEY@P1VYA(*JXcZuiv@z{~o06aIG%SqS^nDDbJyj7q7M z1>aR*lXd}4ZQ!3YEMm$>m2nv=L`{80_M3d!iH&x%NF!RhJvi5kfM5?x*4xl5UIvb5 z@G>Z(?NptLW&IP%)!bh4Ozl7$nsV^=8!>35Rp6MhLn?0fRRIA^jI9#%IsX%Z^{eg) zVIcsm>xBrvKF?TX=>r>jKyP(B2S{7v1+ig6`Ij>9(U#Wzc%TrDiob6pt?*G4`CpI| z2yim|9j-Eb0l>vj9@ZA)2wy@Vya4V&JL2Bw1o(7$TELJIH_UN-=}Lj(jzwAOov3qM z)eBzf6!i2z0b6ueYup?!NWY-ulouqt6+rB zxQho^dr~fq3Z?jycY@`ds$92Sbc*R>*tQxIgC<1-G7FA>*6V!ggbl?XxT?30B&Qp*s-C!|Coy|3Xy3fslP{!9brbnA+k$0j0;^ES z*f_oEQLkh^1@udxPGak9@V+7PBuS@>XP+@L-dvH)uZ{_Org9dJ{F)>@)Aor$t*2MB z6`{5n@t2eYYa?=^gli)`wBz}W>L<3XVJ@bzJb^d7Ae1Q(DVnK*P_h_ARKSzNZ5URzjnaTbnu z(o*3^Rk0}ga9VMZFFHqgPsq&sflRmX+xoeZcR=sgV6hMBqFsn=HKNa^n+SM<$wzv5 zLqiICx)haA#EQowVV>|d;~%T_y@hRwa8R^J_=M?^L!WB3CN>0@$=&)?CvYkM&)Iu< zu!U1sW3uEj$j##mp3YSvq1An}h^&E~=of!d7#|5z*%cyw+OsGA|79`;zLyjS&`g>t z#&}7ID`poa7j{vfr3+NzUN`F@&{15h76N_cZHfb=fA?MFhSrcP5l}-K4@=B7-flKq z+i78X z?`<_LrLgsAv$<6^z9TI zbl%7xY3Z4UKQrNY8l^efOD!9AlW>oya6E`Wq4&gWf*0B z!7(&ROcj`I^nW5CGBoFFTeqkb{5gO$2s))!h%zKcYFH{Q*M@3hww%_h;5Wg#yRY5Qkohv=e=>@IPx|C4Z@Jt%pFvDUYJ>=vuSwch-=XPJ^{%MLkIfcGjWE@P&=h%fQf9M>x%CjHD7s!iM@QEoS|OPjiL zgK|qG-9V`6+Il3*omY``_^HmXJ+Ax{pG@qk;@YPkcYua{F)W4>`S2eDeFe1C4RkrNsyaSQhg z*6G3_5q*t#YVfRiB@5vfEYn;U5t*4y?8q;(u{`Z6GfEfYiMK&iwQ?c)SaT+69Q8J@ zvQkE<m}*|{IWtI7X3`&X z=ufQA@7T#dv470PKe4{QV>bZvB;lg^_$n&s!UFLNhWj5}RlyTpm%eMRCcPNOQ=8Jh zReJDNde=Pp$Grb-Ui>j1oi-PhUD)(o;QAAlzb3+jT}{v+V+w~~O}eVoP%tiwMYEjJ zemIHNA*3kjf@ggxANEtN*Dt~xB?^0V7hSxHKn&xHKTS^Je)a83+%RAaj4=vl3PEfP z6-y-W+$rMUPz>0=fdKp>gn^%I9bM}y0Mp*@r@sYkWdgb+L_e!I5O`QtCpmEg^csk6 z3e{Pj^P|5By*sz|S>zYQAbdrpk8(wqu%ocw_uiXhrS14#jzJ!vOj7BixL5bTh1Ij6 z3VfUD1OJUvTtD<}Y8Y?R9JUX!x+VFpfgRO=&d$O5=+`avy}k95#pkkNa|N_@)@eS` z$$Uk7R%<8W$4Vb#dIHVKHCnz)21#;ZFf0>$XgsrYTQ_7a?37)oV#De%{Dhc6Y8rSF z(hN6@#@2q;sTa5vn!IvN#*FgGV@8JMY{JF6Z4gX@z@k9G!mqEbe+hCG(ATz`>~(vC z;=m<7f$pXv_D2~PV_B?YBjFm60VrfhfFS3SNeW!S{XIrXn90tEbkQ zg>^0Q`@8}g)(cRDY_5ws73O7+$JN&Zoam4J>*q&>>#HB&`UF5dm7}^s3Z}%-TNTyw zDGJPKJkAjrq9et(VH;})6BvG21+^-@H#eld-##A8{AfijAu5?ZK3kl+xY*_14Q%+5 zzq4dZEJ>^wIf*)H7>ec83i56>@Im35yGT60;Mg~xrtX;5-gXE?j1lc17B^FLSy3yt z+~q!zr6|6gGzcp0vtoITqaFlbY^o9jvrtAMGl9qJYLfi(mzHbSavFDuvI^x}ECnrL2lMhbw7m@W zLT=-rq0H2$V5e~q%37mEZ^*%7m2vwU+qrTBO0ENqvba=N2K+8LKHRW{D&qiin$ySB zLf9Sw@uU$=ZT)ECdfokK*M+O=q28(vr(kkA1wFxHZVxjI9O@&6#|qq?ns6DWA(c=0 zn^x#;o!<*&HjoOkj(Pg7X zB)*>>KQ`$0k9|3i`F_?vX$1mikLv(AA4hT60lKSM4{Izle&Dm4$SGU9;|CYqWnC|3 zbj14B7uZ|3Of+ZvYR}Q^yI-#KHX-vZ>FhllL@)fMu7&H`G;T21Shl9C-UEq85PjXM~& zYt}m()<(s${E?hX{6mhV{G)LdWd1H=&7&m!>3HkWKhkl2?E*Be%{!GDhn_Li?3sli(?>9Cc)E?OTutPUv0c6WSSe;c1;t?A}d(v@#+O?qL6((Vcy;B z3fq+^kt$Up*CBt@JcPDt@7})OCfZa3sb7MPp`4?F5x^I!H3J_l5i2;oKM?fkP=ppQ zTY~xwRW43VU!eMo@BDjpdt1z^j(gsXtTN-)U}9jD9NOj24UCdyi~{N??-{1XX`cbz z0OS6ZM8oeCI_RRS@6GjHZVSS6pdKk)!^pKza>CSwu}9zh1o9aMpA+7uC&nJ23Bh_U z;vjhrV$Q#V4hZ`V7~mHs=Zx|OVDoW<^Nfd!8-fi8zehs({U^Zbdv0qNW&pqcg7Etx zNo(ub1MNOH`mrz#v8!S4{hU`q2{d zgr+%JxNn>{NP0FAEvVl(FOAU48)ncOE{~~j-ZJHocK-u!7H$b~aVIMECIX4(OnECR z3DCvQ=s$^Z#DUzeYj9X3q3^Y$z*)O(C90Df4y(x$s@Em$2x_s@27z>?2*|2K`3SIe zL6W$x)>X%S(5oj3rC@t%hA|kPo3bbQSgsJEGbDu^l|Lbz1rJO=7(DKXI=Ujdg^sd> zOT{P>2>dcfgkbHIe@)KWXV3l14_l{ev?}olq z%hL}7cq0W`GGkTezBE6)9A`k-1RVUu=}HumF44Or9N@x?+wmG$X*@O_opQ5_uQ;5KL2FDm0HE70+z(?mtCccOYS231H(A}WEN=>F0of} z-0QKiU1T2s#6-PEc8FSk3c!37zuy6PbZEL5L-Qflev9uX8`g;=yEGE733 zV<&#(JJJhcWASy7dDIRcB|S0S0?uC^?vozt29c<}6o_q<@*H!Cf2oTnEyLUTG&PYR zhAt^-P?Ui&IaEXI6BY@D;GV0a!Op%0EMmpG>M-$3a3 zYF&wc%kN62U5vm8iE0deoW&xHwg52hz&OntI6luQqbuJlk8}Grb0D*msM!`-q)m>p zl1oN>rdm$f@_xKUk(6SpV^n0(b0=DWNct`^Kfk-iqD-Wpm4mTnC=PcXsXS$BRtwK6 z<09$p8!hX|ygZwq62r)uF4wd@Na~gPuPL5I0pG~dT}EjXkQ8WQE4I&FVkxz+UJ{yr z3J~@1xjxa@>`=ark3^dCX8si%*`o8Fqr`o-w^;x20q<#^<3{fY2$uwZmjg@GtmdLk zikTCCM~1xuOMfcM1L3u3>IeP^tVc6_h>v7dHz+p6NoCf}n)F=W9H@R&MbKQFjea>9 zk09o|yr(9^NfDsMk)(tfJ0z9G8U6W8UIhJ`r|d0`_GbkV>qO3|L^=7aL#zj(EvgvdJvH-0bjG|>13B|VDl37TQeh4PxhYdu{Q$aJwUp9>{gyaOE<%*qZgt4N zZxK<~avZIK+!AEf`Y$7Bh08fao<|EXqiQf#_* z4eD!QQQWBAL-VW&4xnS#vJQ(vAbgzrE~L)=>iT>BE5+r*k948V`|=JarTIFpcLBMv zIm8l5itLm9)Vt~2N%6`PeB<=gC53Jgs$go_S}0-_K&pR;B6W2E`#D9(i5us<=@PiM4oCX)x7wIV-R`LfRH(u zyYzORv16~H0p4Brq2}squ|Bh}T z>|f~HY{~WwyDHYT%;n8Pn53;%)>THHWW0ECG5_|eg&wwAN>{a;b35{BD5+~>M$WVT z^a_5i?RtEY1#XS6gwE#c9F*J|ErjPz@ka=E3+s)qg}BZ}hlg5nGgDU`M~3B`(|v6t zzRNdqw7Y2KP!b*bX7Hl)YjiE)5}jmf?1yKBjrv?t zr!UEdZS>L#aD#?;)>Pj)4GhvHIvHEe*~kZ4aE5GPYa46Gmve-C9#8BkOEWcAmA{F` zE8CDk3UW-2hG`n?;np_Nj-uJ3jr{47GKL=yRwl?DmVT4F^)V?>Vwm~bX4FpGSNnV( zcRpvi#yC!?nK-^`)>he~a`Cex`4L$nmWM)7TA!En2GQJ2A+ZxpS{6gs?0g*sn5&3I z{h-{#^hCwWI%9UeVa?YVc=G?#H@v@iCc~>&wfpA+Up`&U))K2)xxghzJ@PB%u&zDZ7#*GsqldR!Z(%b?T!Nta>l4>$K1|&l7NVd#Bi7KS` z7J%i{teuo5y;Hr5)i!Fk^rpMie7z1`RMb2>wvh{{qgo1$BE^x0YQvKg<@j$0wo6jJ zIF-)gx5_I}HSg@3jM(8>I*rFaJ6ZpxXF zHVsCORg)Vw<*w)X$UYa?Kfl_Gg=8*az}?>R)i#+KRZxq)kurB>+9zx<88y{2wk^u2 z3Z_@QIXC3eN`krd4LTB5F1q68rH7GE#kMHK9C<}@vZaWky8cZV+OdK{nkJvKf+ctb z_N?>9EB~s@rbRnf$d$YN1soMTz+2%|BP$ba08X4^eVf*Ku|u;`6seW55;c@H|G zH`zdIu*AQhZT-52vF61*uJ#9;NXEXJZd{XjqmqBXzzQs}n?+YMSJY5KcM7T{>?^=6 zHY$mJcu_;3+O1BnRym8hv3#jXfE|C2@3;>htN-_ zsxF#Ujee!>^0?dxD80%8^qLINE0*BxK#KCX&7Sgb?urysj1?9MX+q;VlXQ|S0b;&Qo zQ>A!O$>Tr|SkelsRB;(yx-SL78~FipMFz;#EG97itR>Tij{>V6AX{B7=`k08G0(o& zxaS@F1{_7nZj$|zS_!`LMSKN#_9c{B$50^DN+sPumMJzC9leB-pGqE{_cx&UkeXn({LX zp5N&y8EeFq$2h%mzl97p++rKUm&|_4nnmbADlka&8hCr7#;?32nii{Z<4aDbaq9~! z$74_Pjai7~yN(8(pQBQH%8_`h{piQYGE*Gp8;uK@EJ~>i)vvesbE8ynqRpm8+k;bN z_&ePQ6h7e+uB+b(*oR-3n~TRuIy`9r0F>Xvkt^2wPy$_~QNtI!#b>3r_%&P~o z`_vJ-fMGK$O(4swvALKz!Kx&sh+oD`zL+uN6-wmx&kdq7D{j=hiLXv4)>A%!JlUQ> z`X|BeIXi;@>cyEWjf4=aEq#?Ho_4m2{ASx~>?v*xQDRrF$t6J{lvtP8{t#=%eFzQbX0PH`@=nZnN*<)9*|pL3jxT z?qc~G77@SL7Gi?nd+V>TV~AXosvmsg{TLcJcmRS`#33$l0(h0J_Fk-4Q$13rmQJmm zQ7Z=@)F*Bq-zT1tD#m1#YC`{SC;{w$fzZUsZj6D1R-Z4%5f3imTe@UD^5cPNaP9)I ziz)E$?=aB+wEB$ZvhwQRet<$o`bFOHBXsdAkWrjRFGs7ZSW!~`C4h^R^b zWZP@ok>MflbEnFq?XCPeqH`xK-2#AnE5>c*?9-FX5kng@0Uxh$%M091?(ebao2A~B zp3^0kkBI`@TX5#fpLVhx!?blURNj-z*C4|7oo8VBD0d-d_PaK}qkJ?BADkQfKKcSq znW+8rXo$}AbIeZbXW@p^tS>`m@i9fe&NsE7dDxz<0`vT=!OsimQdLaVi_!>H#%-N2 zWh+@33T6m89V5Q5GNgZH57}TR%ypczYw~B*SH@5HZvAZK9cRxh=Dd*@kAh~^xABCY zPtHkW_&)N=1Oly9*zBIZ{dSSQ^QRETox#1UA&!sQJ@}M2#dzS$64 zlA+rgS&}^XB>DsH9T_-dHI~iQp;XKMY;d&zcY(jMzfYh_3t~z_{m@?a6r_ZL#c6vqxDCvLS8BdM#KW@FN!X*_l1_>$b)M@ zJQ0f1HZ95ZM14_&4O4N7UA#hd@of^cMe^+C6raBz#gkXS_fhJ`jl@o|!(yW+3^swD z6g&eiH#NTH6-YkMuZ)*&4Zh{vsa2H4m9V6tLZ+Bp6ako{sheWUZ-=ZFxgUDdc^g0Z z|2^+I(F44@)>j8q*R(_4GEmTaJYz>d@wgE0xB-3SFW{B1d)~d57pHg2f+SsB5~U9# z^UZ<~vx)h_dEKT%E73HEt$UhaV^Z^Rrk8W{9!c#>4jFCbbwt9PeA9?Ht;C-)a@aTs z=3`@z#j!aoS|uAYOTL8XP>Ewm$VHt_e)AhLEgrme-QjkvIf(4$KiJaEBuCbI7HO|r z`N_8_7N5_~W)bP&A7D zGjJbp8@u3@#1yFgB2`xXY4QpUCzPoHbBvas842%lj; zV@K;tb;tc18Ueder%HGU9)J*D^JOB>4`3475`bAbxIrdhK3R)%76>-nJkTfXFQD0` znh6bqf(7_x2@Ut>S9xlcUwuT7g`y=eLqQH5{ z)|06{F4n^U5k9TY|L>&?N&z+P<9EzgRKyYI-RY4rBQ`M6m@0+Pp}Xc zg@_SlmT{FsPikTfni#2F@a+f@d*+cEQP~c3lvpup7bbwP+uxym9WE53xI5jNmj?GT6bWfo+2P*byNKJ*pvU?2 ziEZ`tw@_)GYjac%Y&P2Zh@u3xr<=-ZtbHZ}v~ZP0yZBwDOklE4Cc&a*_J#c23-tR% zq@hR=w8`;dNHRR(g=OJ@lKMWWu$>2cp3Pt0g+$4)ZF3^5zfgq&zl?_?5GGw3`%^LP zErMBzO88?HVDj~ftP_)xK{4<$vZpmZ{4p$VG7U>sJmSlS&t@%8l#nM^&K)>mMBlxF z8KP%q|E4nHEiLJKBm>6|zm&z6F7?QZ<`BW`6Bgo((Tr%67d0l!hqI?MW;DC*!-{E= z$NAZ^UzCEzO>re@6kK*O+qI)!b!Mz}y0EpL3 zK5rsOIP$ehJJ4mU3C+QDoP9}l7JlcTvj~(W$_kVP%CaHCjt#%h)JbiecG%t3hJlQw zD9F|-?T_YFSC+x|ZLR6_0e=63y0?z1BUtuE69NPevT;dpCj_@Za3|Qt-Q5Z9ZV4XT z-61#xcXzj-fdmh3-)zXa_nvd_`QBY`t@p=Utg2nz)iPbvJ-->Ix+cu@xxyZK)H zH?DH85jw6izK?R^U3XWt%2-P2irv#M!9Hg);QNK-qA}NOnpz@7m|0qICuUI~sc=*; z-e_iU={TyeMMRg(TfC64<{7cyw^>o8!KG2d@FJw@XzEXdsUBGxO5e9lM%t$Y+_T#Y zM*kv-B@{2){Yo!hb`|qp{Gh;2A)1zADc0aLW%)l?=b@)&k^IVy7vb00ha!IPSaznt zJ#W%=D9jx}WAyJ|ucwshOoq+}ou2I@ePb)8_W@+0xtQNx(CXVZ29W`bnL^(-DWa02yC)*?w}4%DR#T*g z?YE&%5v+@>GZx_#J0web1@qBy$Mr)!!299s9pz8=xiqb|l55mtoHTc}-92s&j>PS> z;nUJ$M~!-puh5&5RF-|A4=I$K-n0*fOe2dOebRG$Kxz zns2mO@JE6b`@1}Ajq}&CKvHM@Z;h*PTJt3)>{Vr}w5MxZzYB4$P+`$n%AEy?GHYJ^8l zQrA8Tz_V_#f&IE%KU=p_|Mm_|oP`Vz&3wH2YDo!faBjj-(dzX~IDw-qSjuSH+QVGr z^Fjd)#kak>7FJTxQbo)dd`E;z%otT$_0^=P$zo##%teyq#dP|rhC5*E&;KY?)TGbN zd?|9Hwkm2Y905K+sLpIRB{D4?hV{U2VK0xlNTApqj~Ok+_OdMVNwW?6MiH)y)=;wTbU07>8Klrk9h9*K zE9s$n0Hh&~!>J0RO%Daz9x(HI{MQ0pTM_>xG{dqI+>ldMt(ov{26K^> zS)SfT;O9b!eA{%E=J@N*UF=v{6VN~*STF60IzxE4?EIhm3%JR?=gU$t%CL*L|81yFTNQuR#sP#QaoH`k{&-AB=4VVHL4d2{||! zwG1lQsQ2G3C1*65(XEI3a6?(L;r<1(XTrOHNf_86FY~5MN}^1UW(&!;K@p6^lxT<0 zZc)Sq`>r_59*#ow2Pz!_&Bu2a2yT15nZ9}w+hkcl9TFOgbwHrVBsa4`={`rwP)HS3 zgdnvZ)7}&utc6U3&Ie<3m^{EgyM2C7F{@2c`UgA5WQrt!;{D2g$A<=4ZQe2z2uME- zphB#66A$^P1XwvdQl#5t6Qw?!4j>Ny0`)`)-*{L+ccpTn~62Z+!1mm(FsW_SEM7>e zHcJ&I@S>Wt-2`}qHh-jIJ;W+-CCq$^0rY&)oUg@!pq-|F6t-$DpX#JuNK zs2XxHxwf32S?z1^_mTKVqX7^7nCefHXNn(q`g@#Ux}>%W0yX`gw9bWx#p>bV%|trh zi^(#hTk-n>OVwOtBnroESp#`zVV@b+fL+<9WFv~#{zY`yr-U$W$L)@?CDhp^)NWR6 zp_?$pcxk?JTj4+mQ|I|4%dtzErRQ5#ZymMS7 z$1+zmz))iwQuH=@q}X0J=#3AHmes2oHT5LzoHQ=maq`yi3 zZTyrL|6V?BwVwQFDx4tBb5U>OePhy>3?s57H)vMUA2Xx{xbRLy{J?mQ;ehdYh(gB0 z4UETT7H#Tr@r)21=jK6*{UP|lGMYw;aE41a{s~;^aQ#oA;4t=0wDtAxP8|Dd z9(Dk`+f!h+Q{LvoQtAi25_kscz> z>F3CTW1>oM;T>=b4eXPnBx*BFHiuP_gh{POASaRuFDNUjP8S$Me$QF!iMqxEZEH6m z;K!`ltfL_*P!hE}JFKIH6H*ezRWf%g;c_cjJPJ<`-jy9~8Cn`WJPM|nPjObPqIYUm zRYgXXe3$rl$^uY+AOrqKk`)5yj|0xeDp3EMn}YQ|xo8e+e(B62YFKmh-v~aXcU`rf zipv7F3e(b#z%rOMHh8+2q^zN{P;2VNz}LKaB%q;bv;uPV2Ph^tl5d&{u(efacM zcGLV}u~Foz{8!O|cMuQni;7I$`x#MgX%W|h_?k(BoEvh9XlG`X-) zHMEuDC~aok)yyn@eH6A?_q;}+eHA{NY(atL2Bi~CNG`fI35s7gGzVFZ%mR)?RS?O= zirAm$OC%*ai%?|Bk9bz59(f>&7}A(mo~r$xy2B>@Zd6R&0cuL4GEAlt-XGU!zEt z4i+&y-2r0Shzie^aLQx!KB+-EAE|H!hpm@nD{+@dQiCOBK8P;@m?kyMuN{ueD~GCo zpbtvnTY<0M3jJV{#Ir~yN3Pw9O@v((5%;qco)ugCt$~PPI7my1Tr12JZS_k!Jm83i zuY0!7%e{%`@Y}L~W)?1?U}wG%_(L{73))O~`pVnH!uKD97zuEJ4I_tL(0o@N0_U?jyz98ip9>la@sz2&V$fL; zup7AOEAO{0_nSsvcR}4kGb)v$fse@XMS5lxir}BDb2$iwJ}uX*8G-f)z$V}zUu)Q) z0R?0>c()?Ef($%5Okn#{hirv74g%Y86H`pg&L;Gh8p~?lo5R=8zh^fKz3)=+AVL8k z5J1yyIoVU@7k=|w41NK*Gu;Sd0yn;Hn_e8BoKlOubvZAq=IE&v|`)%th zt4mD@hZ%1dC=1zP1w7mf0}uE1{f=g0XH_=MZxGH)%%$_EuGk5|6m6VUp@{+K6%WJbV<<3u?v-0R%rriDn zHuJJZeFX*7>NI%cvyN?@sDat)GDwhrIjz2p+I_g9HCV6R^1aO3^CrIi&p8w)+a*6M zzJ;cjk>B^dxAT{;PG+{3%el4XLAX{pMXRmd!~ADAb@ki@o)1`cFQ*Sz*Y7i~@6?yx zOp#D55i7QO-dGr_$JV7uTZfUjp7+v+{=E7eER6Pk@c>Ksk0Oi;X#88;A@Xyy_sRD_ z2G8pXsw~RfI;yN^avs(-t-dKsEMrLMZSihejF5nBQ!>xTPvXby2vxS#R{L4tR-Nd zjA&wq`bl(UgfJcMrR5JD+Rgn%xd(<_>y6LXPU2qNPE!wbyG`m_yayEsF~3bQ*<8?r zubomoPlB$EQ&I9?&E>cxJ5BM0T`V>WA|ERth0Imng_xc4!2}c^Ej9u^3fmi$Im0g! zgI_YCo!5pjpe83Tl62&RWwmv-D1bN-nBRp$y=s!PO=AZg@B}CXHM99M2cby&%w}*} zi5S6?O+=VhY_pN|~zQhs5~`OUFnN)yGz+6(B?N*8bl z>Z{sek}f~ODw_%K?-c;kEQfP>*`#G1^VxNpuC`oU^t&0>qPop->h`OAQ=-ePyQ=P0 zmzl*D6v9^z;<@jpA%vis!O-`0KvR!wx#njQfBiF&S)>ja z#uPTGdkvxH90xSpGDkF9HOH&q$)Z8g6j;q!Xc@mUbEtfu7+9GXJ4i^QnFXCh>x*AD zFs?pG$_4SM?Kwa-AQCt;01U32Sxk7b;7?m`EAqTO-GZ$_$Ca25=o_M zm4YC>FUWyp-OwvE`0E`ti56W7_IZh{zV+iA5&o*AJ-*C{z}MZW_C~!Wi)_-ZyJ*&Lrjh=J5Ak%cB&*yXqlHM zL;TsNZeq{mJ*y*vEp+p=`bSe!D~T3EEn}6eX_vqsa9LF1>e4Ur6f?gj7`qgGP-Q%BDSi9Sa&q`o^4A{@O`R&8b^6a!ePoB? z{-$rUQe!nga1)OrQUbMUwMW~aUw6#+zZd$3;Ra_!c}9ID)ZTTIv0>8BBUBY*g+ulu z@PkqZGN%#wk}PE^Q00paEX5KCz;x=!I2(mGv_Fg{`8_#;ja;EV`p}ucijzwD<)Gye zR87GB+8K04f9o?;J%rxZ#UZSWCDnXbp5kMgIL&IKn;~nIWGkUKMnVwzcn_?$wVAk4H* zAtML^;nDzvhiHQmQ+OyTsb;gTKvM2rsF3Z^04ke7gls^tL#>F_mP$>@8$t2i$@z(& zVkGklD&EX)TIZ6R4{mPsioeYhg5$q@iz>utX+QgY>xCBx$W3{ps4{>H2#pCebX%az z4vG=9G9Jxwb`I%O3PulLgLJ#gwv>(qBM2c&5M%%8}LTC*-S*uyR18mFt>Dvmw2e&)8=)2|u-4!(1_?{**5Ye@CFWp8b`j1zbDK9p%b_x{i$n z%I!iAc$!nik8SR3>R!ph4pzX65_V8*W_y1T;N;Zrf13hIKoZc4^gx)P^i*0O9>7 z1AAUjTbl4hI@643VwfI1_nnz*E)oiUxoCv8-j1TmVcMpp0rM~b37TYiclgjx?mHO1z zlWO)!q+%Bz3mZ;e~a|T(-^Og<`Q;Uua9-yL)%~p#8OEw`TuAyX_>l`}jdpGZe~&m&&wKf&jI9 z!W8y<go!smC_yE}bjeQBi0qA20NmAI#LYxr4bZ))om?cZZAE5#tP{p^Rq zPmv$Hz=x$qu;_%!2mNs?aw*fcRot4lGKJ}bKNMLvfr2L=dY1_J~!`%9wqkRWEOG9%PL&OgYM%x2`%=c$({n_)s) z5Bb3qNKC>kx{=gb@P1NPCLM3?;Vf$LJnV0n(UsJok}4+Tm(J35T7XS7q@`t1$fUrw z6MC6-VDPe z{)kQQyIz0Yr%D(|FKpr=8`tETPgA{8Km(1xZAvZhtGyDTqn1NSZq9V&u>V~38t@@C zSLD)BbzxPj2Gg4mQsVOe@{cd=3BkN({KQ5|r0o@U z_}ZkOq7{aImxc7NAVg~NZ98F;_~wW__89Xi)|LA7eks_$t>h)6DZs)?f7L?R$G z&C!%j)&#>C$J<9pBy-LeR40A|1jldVMl$R)r5o{}a8r6mI1u(3K{4&BKU1>D zxCA{BM-Yt(1K8{rtK4K%Eu+W znlF3R{amu;W$@$=x#R56qg+?xV`D<6ZisSH402Z3iMMh{&sq?vDTxa&EXC#nH$5OM zLX6W?{QIHM02aBm@Jbra{=N77rK_I1K6Woc6g#Q)$MBDYiu)by516m5<@Y{1H%k`s zjUNZ*+(Y+rM_)7JBgusk^tnZ=b@e1eSQCUTMyqY|tbCm!VOvRnutW&+hp+$$3!I{1 zTM2?NZ3xqWFkOT6@Wfr6^Zp~0s}Jc&hmo)T{8tfYPS7?z+~*Gcq95l)R^m@T+2|$P z9|f5zzr%`dyVY~>2JX3c1pBm`?OmG;t8XUxHq5`ujSh-%*7j>Re=Hil&$3RQ|G7xv zbqrg;)=hHgZH9qw?PI1ucS2OaR(VYEb3b|f;1y0pxvfYOADE?O1oy6plu-LuxaV}# z=W-{J);+P_S*~nt$DEB{DdPvDuOrGGdz{Mt2-c0#^d^OQ+FXQ>+cNg*b$X^1(6C<# zfzdJq6)~T4Nd>$>b_}? zG_{(uwxr?R(S#9cOGbFc34bZi7HLJu=$)0#*3KQ-_?16ip0#~kGx<|l?)0+J^iOet zi~BOmHF%1r#R_l#{(k0i0myWB$w=*?LY#wRl^uiH7bTtP5A3(13Rk zlUS;u;`OMiNN%}6OVJ-N)ir9=j|dKvJYTuyExFxTBbr-dX3Y1~?jdbr!moYv`z3=@ z&s{>gQ#Q;?$4AUZIX>6=(0UvWWsOmf&>`%5F(G1wd@gSlX&q$goz=-+HB8$0RWW|Z zG<;k$_tPnH`_k3oPgA3nyENOirY3s}1O8oE8NPOMgs1XsMER&lYw@q1S(EJ5X~&IU z)#K%RjmM4)COh;;EI^njtiT`t$s!jKNKN}J1Ncu{ICDn3Sc=v6ysulD05L}`hph-~ zCW~AcXBMMY@TrimXrsVUAypn5TnPre*1^Db&3{LjfbKuZ5|ICALbF7SFiG8Sb*76R3yV@I7HKx(h zLomRZJBq6f_T2V>y;Ijkc#@La)C)}#lG`qvH#GDvF;k>a1;GVA1)=|q#=ouNvr*Bz zSksPvkWG_Njg4=1Dl&f4SM2hE2#B&0O!KhUC^6nDe&1Q@hg}JZ@UuGYS zSIeZpwipADo9lgsT`4>3El&tyU>do)`?*(;z87hz$7|M|67)p?56j&jBSns4~ zGPa>k!9Flz90etQ@Y1T*HSJ$aTno;4EugkW@DH+^g4&r|ADW1+Lw!Jk*#S*JJrWB# zhcUP40FeE)8-A+!{v(<+jzK5@?+QW~u!$$*{`|M4bHI@#`=&$zZ{WxLTc-=0~MIih8h5{KS)Obxn$61J)g8hLr$<76n;c?#$}}`WEE4l z%m|(<`qw}{a3>(4F84K;TzfE;8DvDW!-^jt@4oCYGS^XgEnor2@BK#RUiXF;TNeq6 z-W;1~Wp(JPd6N7J^Lk_Kh*Jy7JmUu+?4?57v5HVF67qB5N?-QUzHU&t&5di;e#dhl1Pq>d63ET|mnO6&f z#n_~d^Q$+*a|s2A=ka<6tRrUNZ|FIcEclZH=6u-@D`84E$Vh>m*;UgVl>)1yBNNeA z@$o5M8RW^gSk*a`;eQ2;h>YPR{piWL5RoyX;dlMwKZUXU3-ai;xe zfnP{h^c-(f96<|1rlOg{DNZ0YV-Eft$2_H)wV@>8;~T+St~09Y9Q#+>D~3iVlGB_d z!jy`jR8QGI6C&fYV!?x7(L&QqL4@I;VIjGTE?~K=PDES(1MTyxg-%#qcfVjiIGZzC zD-MVY?s?<`J_z!Mi_v!S0OtF}#)MDZP~@aI+AhF{B%n4^+ z&cKK(flydOjcHu2E0-MOpG4Sm*(Esxoz^Zw;T~@jit9JAWKJ3!W>i==Su|e9ScQRA z4fTkK#D;DYBsto}joE;8-zTt6=3qJa}FkT4v#VQ@Bf~?JpMj17H@`;88o7_TRcj#5PqMcn&`v0B}<6jl#RA*;bfm9+@ed$U3majI431 zug!6QUKAF}HZlBNlT^>88ihU?C!uNe0TZsi?e{~@%E#p-y4lYV!lT+yGH$5OfY@k( zNcXb}2x`rsT2%}QYHgZOu5*v!#vVahT{t_PMf06}9*zKOu|F7bPDVtd?SN?=s`gVU zjn(3N!!FCF8e3VL#RGCutEBISL&D8O~T)=xcc_SaW2+{2q*^vX@a$+!V z^@xb$V6&rW!bR50@!?yw{&dY%z?-z^Et%JQsmX<}yhMrF?-jGXf+xV2Ae@t9ICEh_2#}bl8t^a@g;ia9gokIX9xHdqf zik`{W(#Pi)B|T>ke|7~|gxQZ_>Bc(q{^rM_wKQ+=*|eEBG@AhT4708F@hThKYiH$i zmpRA5!(%y~cjkCs%eiM~>!IHRj?_PFX?vw35WgUP2_vYpNHJYvL(!Y0Db#;{ zt9r=md9zZm(|6QIDf%~z`S%bYocX^JwFu(xVIdvsP`PK{La07W34z}10Z}T?NZ!78 z8FfH|VRSp~Yc_8ThWf23^!%J5>zNxn+FVme+lnwtJFgHxpltYa;w<>{poO#R2ve;b7r9_A6$~X+jLDn=%J&SAML=m{8CAUr+!4D$^{7uyxX(so2`L1 zjxBM*ZuEGYW}o4+mXn*KPr(pS&?#M4{iXB4 zgvS`syfgv^1VMRwcnd7j}he>OOG6E9myic^eUcNbN;+uX^P zpYV?tIr#kwl2}`Z&av0vQ`EASLpbSI(D*R*i_gDjf}4SO;Ow;qzHLcZu)xR0P^v#8 z<>Ag`{nEweq}M|MLYbpQv@OM(=<0w_%*CHNfBcmI9;@oHOSus_$AL+z7WodZKJlJL&Uh|eL@3ts1sHVpv1TvvK5;`_WvZcmts?K4*!9bQ#A0I{sGz>tB$nLDPfl z8jRmdB^NFv2n7Rra{Cq=b3DqYbTwC73GpA43^X#EJpkoBo>G)8r+jT+{U0iI0}Z#> z(gNFKx!SS%YiDkt;rGlX0{ZaUwOKu(7naHsEf+&7#Kjf_4eqW@an*-g%z+4&T9Ou- zl`;x-=mgMpGT(r{x4LDcDxbL~0|nmGmQZZ0-=N|C@=*h^j@;J3MKC+i3vB#W2^-@; zo5?DOFjwHWNJ%$C!`}%4{$~)90o+T3Xot#%fv%zB}{D$(lmF|0ZO|8R@HQ6Qx(wG470Q}<4{m7gbg7t*gu=m^03+AzvN>h zVEP@`KvEdqDcg75BWwQ-MX=$rX?}7~gP>xBY@c@`7nPKqy*HX3xL=K9?=T7P(U;umJD`$NY1>x9BKlf0KA?}m}H6SjTjq?k2N zFk;<%;DMC4T;lA>wyCgO(vgDgHaMJs2@6M)$cT+~7B@!ZD=v#!N5}gjEppUn40SX< z&ukhL;5VHHBP8Cms+T8hb_zw_og0wYIMVbWzAGa(AEU|Z8JzvD$b6`NN)R43EcJqP z*q^{rR}PH}8w*p;EL2`NHtEEQ1ULBW#2w0%Udj=m1!Y<4h?CL^U8EroAidB-rBtl{kuqM26EUc z(*(G**AzfJ9=)j_xtTbQ&Za--#{kJ#FzBm>umfsC@Xt3%1C72V$^V6MH3upxp#NNr zcZ<%sxBOler7uXQ`Tk8T0}-nDEDD@KJW7R2V8Adtss)7)5P>DQ^IbW6`93Y~_F4QH zCHhr~bMagYHsz_S-&{+QuGXRDf-=jHd4978xU+d+^*j#wl*Y@81Woma536OstN3|Y z_gX_XP`YIZa<}oKfZ*|bZJ#XJEr=u?O+#IS3f=QMaulwJ9{9KiJ@9c4df?+8^uWhG z=(7Tp+r9*2t(^0cs6F3kLgMu`YqqdTk4sLuLz_&xe5t4QLgZa3N_K*~;@rIxicHfK z@r`!nvG~S#7(Zdv18c+}{g1mdA|Eb;2YjMByQQi6BjB&kcCaV0$8w|15TD}0`@+e2 zxfEsmD{38=(CdiRy~sNcSG!`t^NZ~p`JkV{6_SKitxyN@LBGBJuMn;suLV>+f8%21 z*tcjZN}5hU4Many0f^#%pgbIU;7y;;cWRO6Lll7D5Qdz0K^Oq#VagCCBTW}Tn`Tl^<<7iw=P1^r(2yTpg@wS3MhV;?HpX=wGF z_5S0QhF?tW&fJ0dDuS%vMy=0U_I~U}^A*(&-cCop37zqzs8pQ7=By*6y^*<9S(%hC z1vJJZ#(TXS;(Tc_X(11^RRgByawRl_FK1t!(YywgO0d^^7Cd`o_azs=aixR&I=PFYfo3*RN%|e`(VpZ_BUkv!T~<8MN-9 zA{*hftY@ukd0h>JxxRhoxrds#d!D%)hM{?77JhAP$QbTSkKDoq_%Gpy8<1Tqn@{l- z`%(9~xnz`V#;WI`mV-ML)$Ba!72Y*tVJHx9R;%Y-ma+DLh_G=DLq8XXr*mz7o8Zq> zjW}&s`22yeO4||Gp#F0}_NboXs!))ZmJm0T5c>_ee{ESn{8;@06)_6~y98XsuZYKr z$dZNqn4+qB8_^s2C|4y0>RMPkzPo@Ji0%v@AsGcJgnntx`*-ZJuDW4#Wia`D^#s%a zPP@j^GnKs`P@1a0q*6E0@VK2KPLFF-H=+A6s5GT=d=Dg9>jjkNIqa_fCgm29Wtw?WLuHn7WsZht{8P=pXTB0E)0U(} zSPp+S&v%Z4Z<>T{ddRvW9u3Mbp#))$Eh%)02u2q5@9xYmpZs3aLC*Y2ekr$9dm! zatOZr@;Nh9tw^x8>93{P|Fn;lW&G`a;F*&x7`C3)B<}eqOL^QihN^*QO)Q0fl(E%v zu^Y#$>g7kD8vEa&cEVnyN8@Lnr&*+l&3+z@gv};gYYVTSgFmXQOcIdDsA={NLn8$A z1m6jvDm!1O^$5SLkLkB=pxEM0pmmQOIEtbQva5(9Y5Ie<{~5j+r2?klf{IBs2EU;2 z7Q{E8b{aAqbcPla`!jsNYuj8LT{a>1j>cy!!*|F?jzRs z8Q;=1Qm{{bXX=p1pG`rxlx+rCl%MJVv(_d@0F!^&9C9To66BSFp11x;0i~R;*NnP> zR|Q+DXV&b#EXjJ>!aCZHGe5+_I3d+12OxK*Jpkdkc~oGbLh3_`=t|DR$narWBdz=p zR8(b5=k%B=13;{ytkvMx&i4bbxg~|ne4NOA@Bv&>E=YFuz%c!tm zl&r!M+P=pB$~w)(&M*O7Ybq5hf~*rxwyufk7XrKM&!Zgny+0W3K1()MnR9>9ZiGGu z4fUCW;MDbWp(R>Z%Uab7SP7wZq5E#OOy%ss`^5mHujF|McQ$_-SX5>mD!#SUo@XpS zxyVO}!X#3eRJznj1VCHe2mtN)IRMA$SpXalLlW))mLzU_O?Lpv58!$bp0NNt@Gkf+ z=q%_hd{_`z09^RgoMCQ*O@3G&l4fBtwj|SkeO!k6TNK7#UDXu#J_$44a#F>eR1}4R zp5$Bk0)?x<<2S!do>>ft?ttuK^4e78xS~v#HV7HnjmH8KgZ0wF&}}Z-biUd!v{?-; zHj#}uHj3?CY#Q4;&=_JCnJ1c%_zX#Cw2m+cUQQ?q74icUg#<!8u!Rfk1B8tU?nL<>Pm>h^<-N+Gb(t(scBssCuTmzfdJ5wS)8~CSFOt zddr@7iyIL=qADW3Lr0mQ4S!#PASt<1@*@g^6h>jvQ1XlJMe8jt5JTpRBn#_Z{p*LJ zzV!Ky!d+&s4f#pq`>x!)(c1t?>GZ1?Uy}~z)3DvNYFn)#>J|A(Ztj?p9mCeQbhCAB z68gt;J(Zq}Z^O@^Cr`3M`E00tGCi3-;^cc3pVaY8BkdR-Q!*H?y}q1JA)*J`Wx;vB zsEC6M))~s_R49#2v1VkOJour)m-CLLCDYA5r(kV*-8yPQ>24my;(q2?ZIO1n$Ni+0 z`xlJxKbp|V7_Zny(<-PB*Fs&zwpowA77Z=d`wS|-8Y(8Dl1{9n>{W^oPLxgZt$x}2 z=}Q1#YnG1Imf%&9ugmnSEn38F@Q2tuYLnA*Q<~|eZ|9|`!+~bm?x`KyV5`_Pi=)en z(!pkg&l54oyuT#chLdZ;kcCBeWj?H!Yw8Lv%Qa^AaO(skZHeJR3BH#Pte1_9C8kp( zGc?g#X!Z&u2^7dh5^Pr%JQgUF4@_JuEZ0e(lNJ}9X zWV>Sv#pqYy6=bRO2SA{`1SXgOfjlX}cFIg~vtwQadfX++tC}Q)dqiOb$B*#*nMc%_ zA7E~=^$?tCxmiK2g`xS-8teA_nmp^-IJ%s-iHq=c8>yri2Ji)wza*K} zc=fTHg}?P*2{RY|+LCO{ni$!}3PQrB-u7W8WaEpu`dWnL+QpGQZL-7>DA|!Be&doe zYkZiK1vqATP}zw@INek1;d*=G+F@B!FGPTEv|tlE+F(IQ7#=ZDO~@Zpke;L?Iui>` z*HJbsxPqrZSV-md6b%U-su?EQ-o2Wze@CklTIPutw_Wq0)Y-}v>*vuq)0Fheah&wZ ziF#iBOk1y>mp$iJ1kLJ<1UHi$?%U?og==@)gtR3JD@FvTW^MOsnACLI5P5F^kZDTH zs&Iqq)U=EB0}2|G+7R*@6WYvj8{^yTavNjY267ss+a_{8z0($t1-ur*r z5V%9$?+LgjU3jlMrCg2gav%VO*s%A{?DzM|DETN|1b@>j-D9aF=>TYli-?F4JAmEV zUPK_L1H*|fDARCm`^kmHrtDrpErBR!w-XUS)o|J)5L=7!N^U`hN66F(_s4iCa`yAr z`_!cF)iwUFkH)o_Iz+WGCZ>44-*i(XG43htA@=N<=9@DgcZHK4=CXBl2Y_& zqbgd_1%a&@lW0;;6qMb2pt1{zaN?X0TeU#>upb*PdOFA(E?`%-SiYjq2|AJc&^utG z&+$7E`XD=8EUSEQSdD-Y`YSw>2D{@4{Kf_$^WO{vd)5{btd&RpG!~^EX83G#XNBv% zdNKli{;=#sdUSKpgeHb}u?*)w?7HWvyYUgh`W%!5T+jRlU!%$e^2Y#rg4##6he40Fp zo6%uGp_h%$1;JaWasjJB!8EtLpiG3f5tF}RR;62K3~9?92CvuTcl2q?&gx!OmX|YV z7rSu}{TXmD4|<->&Fz4*JeS%2vjqjS$3peF{wGK8acRN{tOM_7$#`$xq!AO0`I|h$ z@O>^B3`0c>iZnPyhG6p8LWgli^C9#{8>>w)FKMLmoy7;O{cq1*&PHK3wR0;T-jrX> zdpEBGIi)~OjpMlKBGmI<1~Wx}!_kjo$Eq(&t&FEl_p8{{f=c3)*d=MI8&xL+e_fX- zV*b9vt!zDtQ6SJCqpA?!D0X{5+3Htrke(4Qu7`c_0saG?WyXRqaJ#j7+RsLpPu05P z)U*lON+)|wolo^Zc3F{Gq3RT%Sj9 zR#Cg=0>#98s<=Am0w=)z7FlYCE<49Q9s}^_-ojqCHsCTw{*r=2osh(!?uwKTl$kie zPw>>pD%|b8yEGQLAHtFWKsh@yiT9M9nAKzZqk!4;jcN(gv0rcBp2uL@BGiz3)!$43?B{jCXScc9^KqGekxPAgzByM^ zNrfSy5P7}^eB0${M;SC!>`tW(W-PzXbT@2oMhKo@fw5fSmCjWY?AK_Vm$i&7ubF8c zhycKu=z$j{QMp~twW{4%6TaT%+o#IRpH$26eQu?+76sfAPE*b=k)kpQs0DQjL=@-k%mVoj+o$ymhcS41<(1%YWyn}2!#{1!VD zw3mkNEAT@>zz5;-Er8OB!PILps0!Y^U7!qY1VwL8>Iv+$zi+Q`e8Z(4%HN|zN!4MXAMI1(QWO)?d0AMv2TIeW?XecpGF<<*t4> zOL-)y*=3Z1o#1O>;ZE?U-r&{^oMSJuyzXT3nnLfCta@pfO;EQb&6|9xd}(0~yHL9Y z#V%kH{x1?k>N0XN>7g!zz+3^`^Eib$Q)#w=DVh)NZr%cQe}}Yr0DjIXY+H`dM;+=0 z{vac_R19Sox~_#8sQ_Xx_O8vSR~I%z3~d7E{4c}`br=h%=b|Q-Q2+!EP;cLcH4hj= zpA@Ad_Z54vy?I#C9^&gWcW3)IkiYla4}g4`cRP=(NN)rWk8#s0D&@PpyK1&)Ekj}tf=u+ag@sxb9RjnRViOiF+zkt@nM#h z%24@u9zjUCitycFlfXfGA%8%w?j638{hT+QWal<}$!3MOjAUoY{mG}xa{D9;(zhJB z+V3L@Z_P|g*k)KL;8VsdrQU+te+%&<>b8)V{~z++I;^Uu`yW;mDe07ylnzM=QCjKl z?(Qz>1_234={`tzh=6o=hmuN2O1^Ur_wzjWx4*yN^5GMV(l&0IQ^zWg*QGMEih2&#RR34SzT=u2kt-+44^PLrObzz3owu<~9(~$~<6tgKj6fdBz5x8jj zKxdQd=`PIPsnqTS;%CtkOU!>co9OSqHlWFm&BDa&?jdVz@vfnUH2XYcr^L!#iSkd` z{X$-ubfEeT1Xe9L(k!Um#6I)wq48~d2w{ewDXSivhXELp!uuxkAY zShfBf%Z8qUa&-f5p$Zir7mqgh-EH-3rzS`)V|&%F!f*Z$K0?>8!~IT)vT>VMD_XOhf* z@I~wE7AJV5DE^eJRnX-Og3x7}bYc65V#+<=Bz>$rrtEfNDSZ-7=a4H&z%yCp<9EjY z3*T+{$j48zl}5Qdqr+M2a6)&5cK8}Tx){=2t#K(~f>VA;Vh39fT1wUS{6@9mB(cYTdGVD{Ez3xST3yimx@BALO^I z9n0Eh?XW1S(Oxc3;ap;+PpC>BUSsWlIuJ)}<3<^pVa3xTKqg2;vb7EOrc>J4mabq4 zdMnUEcbX?xRKVTUT1|U$oIjJalbf-Gb2*kYF`jCmdlBd10W_+sAPbnbC1Fg165d@n zoXf>C)HhNOQ3BWYMLrAB-pD*olv| zxGK-?=*xPU-7%K+GQXqaj15<%HKy>hT%o9a$J;DCHvJ;Gh~&>Ig`!ewj1$>BsF3yR zFf4FX*=HT--*X~>1sKr)7EnO|=Dt4w{70{Z{zu;{R~DhYvi$WYef*3xr!^eeck|)y zzE!gLd>`LLL z8pzhsKXZlf8Z6}7cVf&#LiI-#n%X~G6lr6AMb2w%ZO6)Ud95F%pslSJtI#C);eih~ z7JbefZdugq<}U^L@-y`lr=r5?rV@`vrHS1|WdUvaos+%d*2?hxBpTmdxq}dFFx^gGlg#pPh?%EM@KzARhEpyZ;D;rO~RXRcX( z)Qm&nOD55_pS*7aCB5@-mmME*%QA$Iy~_-D zV8IKqK#Tq~SwjEQt_jlqQrJ;jzFu{o8kc+bI-PYdUM0bk&5To}KsgqTA2 ziosJK2%{WhH6x=L2ksJMeJSDsf0;XGBt9C1KHILaD7gs2KqI_WY4BV_dNd_c#Sxi; zB~{@wB};0<0Zk_#Uc8^Zyx(;Y_&$O=XYwR>tH-6SeXHjbqULPmsancg*}|X_|6~NW zwD+-{Hro?|Y20`=JMB?>{07KYy{?w3)Axkk@aSg3eE-{!Lc%LSoT5jvsG`MR6ot_v zKumyRxnfwrP6BH*c^(u^pTK631;>C)5E)_mMO z`M1c^RLcmNS`5u+n)MC$W`(TMt;lO-xTf*btspGCvs!vil?@$RMvg(Fy&K3mv4gl` zl=E1cl=BXo4=ewWfbH1NmL%$@IzTjLM9B^2Ks4aZ0g29~QyQhHm^(f~SbmwZ4qf z>^+hTuvyF?S6&@BCT10D`CO`^YBhl^8bVvAFWLmj?2)wgY< zSFvK3|7S)!6Gc9EbZH3x2+O>>?x?F-gz(odFE$oXjw$B0RDH!2rR+`Uo4A>a(T|-f zG0{{R6i?iK(^kO@H&w8Jz*s)7-Qh|S`hrYk!t_59VrYxhp-#6+2e7+;ff(^@?ZUMrM*eHR5K5Q)gk`&v6z zlIQpoKZvNVV{FWLo_0Gu9cjvY_J@2hr<8&0;Ye^+M^W1F&kj9LRmtrHvkpBZsCcu)i?%LcTF z^}iR90V_f^_wf4tGI8DbF|4RYSWz2E&g~vllb9HCbDyS-i zCI?#EuE7#ePm1<{X6~p=U4(lC$DFweIBQ zwi?gW&;HJQyCLgukj=lj}gIF2Oo=`~s#aLS5)!2E+4)^gqW0!;SxYOwjgk zFoAakbbz+p-5_UOt>A_|Zk+))NDD>Oe}n{zO;AWsr2T&j2@?NjNbsNs3JK&X|7S>G z34;Xp`tBgXa_v7MfgemJCRW%@58n-ysk$91Q#u~OC3qN)!x`#=dq6|)Crqo|t|vXk zbqFxJ<967?0gV9q&>X)tfYM#)Lg{2~BfOz^v@fji>pO+r-YKjNR`?A*v~X}A3Ygj* zHKW3+hu%1iJW7ss56g6v^+V>J;ZL8W?1p!=c(4@JtM8Y`*k@K3FGRd9so*UOS31yE zP%eB#@oO6A!J(tEpFx(f{_C8g1CuYtqAMHbgAsboc6Q2`LBi5qQqI7-3nk&kk6MIJ z8C9n!Vz|$K@F#Jf9SGtkU#duc92tT9lcjnurt3)=#Bm^1s(ig1!to(MfT-NioQO#CW^^R*z9k#xN&stOO z|B{XQ>bm^tdfQ}X@<$TM&C+713-|f%a!Sng^~D)p)UWHM(CVh9Wuhh*?laGvg}s+v zwtLl06-%kczxGPbHVm8QcUnHq??F6lqcbVX2(IYCwlSRi7`{w#37yJR4B+$?6)f)9 zQYsq?b#SCvWn6uj5w*Rdh>AZ)z;{k=Q7SA*7-d`z)I|Wddt9-Lh9N8I9H)>!VzTRsSa^^CD!QTVmlQZIOE&^R5--xkpNrWWIR=TD)2g= zV$6O}(@wS{=#__m;46)PISs<7D6+%r=mJZ`JZgtKXUs25ZoVCSa^9fxyPeT_iQ^e$-Qj>;OlfIB=Fy4cb(M(sY)1e!Sb+61`T6~| zaA0O$laW)qHbI{=y^2#{V{fnN{spR3jCFjjW37T!Wb+Q$Eq79$YhM8=iETr=itKw7 z;Z$bxAJo?ybGBxBh0m^#axP4xx-)+-_-|jIeYm>$(k^&Vnt8+cVwamhU{@77@$S^I z>aN22%dk)pVpsUgC-QNW7ta_rjhILFo74iI^C3mS1^LOv(sfdnjH^|EwCv=a$G*_u z@f6Z;u7ug{6x4od6N=jRu-i|xy?`bZqHL|~tR`m=maLHFGl}N~@NTYHI@?vuv)b zcC`}n@MrU6V@K_3#a`jzBLa$fyLF72VEmAJt~8#&n$@JN7ez-mPr_${tAevuO0wLn z>n*^c)E95zC7>0bM}Ep25?(4<MXHG@o&6k`A)?@=P(-q8U5?6COV&e9cM`T_JoX zY{vah(c#PRY^(I1De&0951;VA6_UGu8w7`YpbOsM7hx#2KO@h-=MCoE+i(i+T`TOt zZzYAoiAahR`uloB4O2cKRTmPn*GhaZM{@g}FcUM)ay!%IMv*Pc;--l6CFNFKvK&Pc z6U{`AaRid6!)!Pf@>*ro!wV*=51qy+NSyW{CwwhaW1XF5RJQE!i(&dLw&mYn>7yzB z_+QSxO9p{=_%%Y{9lil{_FW%3`~DpI_nr{Uz5@%7i}@Bh`*XTNo8&N;_`g(69D zQ8Ia68Zkv@IYL+|qmfh^FvVmUa-ynSz2B~;76E1+V%duAeZWaf7OgC#k)wQD#iUsrBcNuNQ}}J_}Ei4lQj?V zp4FfrmBeQ%tP2YX90NX;0lvx2TE{9#^aAe}v?N)ZO&4vF22X!&NS0pN7hQG&3RdFM zp)4BVhrv~!pN0fi9r!uZJmDURd)#EKXf(s&HE+T1>w;P$iCj9qKcZ0$r8;IJKSsjkgGRuCb0-amsq1 zO^mS{{zj_l#2uJ5X5N^3jz8X0BRWzCVfrjm%z#h9+6W06#C>WNuEMIJIf^W1nHoMi zH}s`FvCPq~W5&3Xsj0@dQ()URXKm@jlE#Fist3yx`>LNzlrHAlno{6Tyvq8YD)wtd zE3emG50B!lIJ^~*O2DzT*IZL>H@5v6a^T|>8F=n8ve)+07nnG8Wf7!!3w6vU9o^3I zzoi#m+8Rb}?)$jN?+vbukniSB)-*a6H#8@IZg>#*4O$dGWp9QELc^vWs#cO%zXU(Tye|z z6ubo1CCG=HXjZs|)`v6ZwmAB(lu!0QB5msh(b4bOMe8wOSMs_FfF{*pC% zn1HC8Zrz{F=rKW3Bz8B`y2QGwVzcBLM>y>(js)-YS?+)5;g$?teGFGNh15f~B1?9| zhw2;u6#?c{dlXn^OJJEffu$w{|K))pX1WV~c7gq!%Z?qa5v2xy_}_9(<0V*0THQIH zTkvna3}mVjBmmP*KdYs$RB65Y5S*Q+(o@TX3q4DXJXJRYN5QIXp1ccBvw^l#<<)4W zm!@dR*|6EMKE+J%UW_X|LYYp=0a+-c8O}`Z=&VXqDBb3*8u$Sl#KsGSvCdQFbiY!T{~4Ra<%lWxRWdX;ymum9dX{x!U?s6cGMKgI4x5s2b<{1C~n`d_Yw^KDjl)BR$qfoim@YLUNO zq$w>G)8c1R!D-2t(@E-MFZvm`)AEi1shg%{sbnGBjdz~{GUw88#Bh5GspjggyPW`Z zo}D@+#b?0+J5DI-%<$M&@4v9k`Eu*l$_M|n&5S{W1!SFfw)ttE+`3cic`);1>&D!K zq+_lrHPGe9*{pMNOxt)>cZewKU2pK2inbfA&k8(_}k#n+;BV~B_hmrHW zA3OKqqMdZc#Ad~!i+gl*O2~4UA5EYyyYGbX74xP!FRXXP3wnL;C1Wm@;hpJ(Ls0%f z%zr3-jbjn1T6n09zPI>W`t~jng&JK(c-fvRO}-Ov*z~OWfK|x)2 zV-Vpwu7y`yw`YO%51*%JO|ztKP57Ft`_M1qwp*N#IJ?a&D{O$;f(Vxr4pn{`%-gA} z!nrJ2XzR}(sDat`2ajW|>+KP(zD5XZ5y=pD%pLTPq)oWrJ{Gn5s{U2(U{bD`ON(>h zp{#cvTp;1P6I36D%>YECxE08-F^$OP>97Cd!Yu~&ShV<1CfQ%(U;<~tzW|tOuji=n znSmPx-IuiCmCh8JUzHAYX%$dzP+o(t;gFTueaZ9R6$nY)&kRh4I|f$zTHzCzV{gF! zqze{IGGS&R`w&@nLgg&)ZUj{yPeQ9sYbD&pvWOg4r36y(SaVKM1A;ObLG>L$?Hz%N zp|((z{hS4Kw8&^iIYU)ZQo;ORGTEbWc5fHM2(<4?ErFHlG#RQ1N>IEj;f_H1j-Uue zz;Rb?{#~_7uxeB8s{Mb9sa$ToO%p0M7$55RWr|auIE~V)nZZX!np0@Iw$uj;LQ#jv zoG&f&CXGU0IkH74_suK86eMuh(gHC+VXtx5D#@sNFl?$PVCqb~YqkQc+5aSfX{!jP z45qsh^6pgp4<@L#%!@GVK!+p}9=iSm1`G%OpTYo5%g#*guRC#YyVbnfGZY9~@_N6N zwSjk1I|Wm`absXI9|?&N?yBV_JaaV^r!q+ezwW;}_PEu@C%4KX{i)g?A0 zi$R$DTb-@_s1>vuF#JZHnXDl9^cAc9N9Ul>U|uP5$_4FFtyOveb~iJn&1~5<<=z`# zBHXk5jlz2!Ax`23V8I?A3VKD+*UBkdm=o6Ncfv8%;l=DwCE#Jr$q8&zCo zIFsHNVira6jp4G#=_HCVs?GjU@xcBu{Tx~;7(rSy1kvg>DcqY0ef zUSXJLf%`X#Om+Y_puNp;r@#L^Ay`hf)J=G}c`a;YUOF#9lz{_|s=v(=RTAC}I5|?jL5TUmjCiF(F zCA5d#bN^Qf=)eL6Ku1{#Y?S@~DgpGyFmYZx_ZfAOY#$j-qlIHt5JMgMwO~$W#Pb`{ z`Q_Q&TWw$S%u&k%?5MG`#!Y=qqnX~GNlWQOeWE^p z=Rxfgir4VWMd5TSSM<5>3U*U%7*m#UZ@Dp+$`4Vso~+Yn+-ry_MSsr?_Qdlx@_yI+ z5#jsG%9pQ}I@w<@;bbBGrul^QJ0DS6?qcEsDVru6DH|LFmz}BQtkv)Dstb9u@%};T zBQZ2^o}9PI^+R|3;S~YejQhWtGwwTNstUe(*~$J2eD8VxH~FXgzxO@osv@wThns;v zbY}OU$IehX;eGH-Xp4zH5-xIg%jAzw1WqoEeOZy}n)|o2@q{HrI-w32CNI4D~4&<(GTaHVw~3fBWdSEuBJ} z>pjvJ91aG#e#m0M5Zc}(_mu(a40ux?vI!U3XZeJV&Bd|Abf4hAS;L!svDbWs5iB6Cb)+H|)k8vv@nY4a#< zuqw%R@Ys2BbW1{&Br5uGmNM^ioZ7eIjlT<>K1#;C-K;+?bP9-wdCSchR5peR5u{&S zfy<4v4l9eZb~o1oV6=w9Pdfkyj%7Ohp^oJ3>6bQK^(_2aOHq$6K@wT`U{ROHmpo`B z;&UT2U%#G)w$A95L!j8O6^Dm`OHsT#r{*d}!`F(06)u+VV@V`(({IV~=dzV=4OspW-`$57J z>`AAA3k3+G)wPB6*){0_9J~ma9gD^yh;>{=aF8WMv3gs}@~11Ux|3{>0D}$ltG|M* zBhRtICJSbQ$umQJpWarok}>-HCt#Iy3bq)V^i6BBNr=2u)fcmTr{4K9L#=0B1LOY) zgb{G_fLAlBCH?8#lgKA>cjTix;lBdA zWLWBd4APA0tRN=(iruRo`DAFH>A0E+yMpl@)p&IaS_EEptE$Zr#6;G2(mr1!%;^h_ zh@_!}Ja3GwAK0&XWBTWW>x@7*??d-{Omhqhp+6@srv$oL2J2XuG`)4@-_Dl^|GcOY zIgZDerOhUf8s(Q3=st_4iVE3E<61f@XqM?D%x`d7xe;>QZodwyZIqEB1Z2 z9~NfsFXph&&gdkO?_Si4Heo$~`WhFpVvk~7ny4u@E%#g`MTY8DekF#c#dOazVZP8! zs?(%!cqv>CWq>R}8D?5^0E4_2lp*y3%7Fg|%CP?j%0PAlWw>}$4Sd4KP@fkQ>TBRZ z{l=$Ie~udJU(iE+LRMG~_k<+K=ZEFL2JzoAJIk-$yB@u3jxaqS#TmW_pa9JM!5F^x zM=tPDPsqDRJ#8%RbeQfa4YpJxAz(>7^r%>&XYzk~Z}B!aLli)zZlFLciwpZVB0|=J z%wZCRhu^3%k!o)0sVK5G$dW{;CT`Z_LIVlkX<^06p}dy_#BdHkxhLDJ(tsMZ2T*gu zH2`Xrr%>w0fmpGwqu19{9k$y@t8W=#8FJhhZ$*TDy`sfLI(d*K@_n)Q;tmZcP+;vK z2!-`D#hz*NLeT(dtntI;p0L3{*6mp`AoTp z9gwe1filvT$d+T2Z<06j{d^fdBi=j+qF+(rM931MS|9;Z*m;6RuN@<(*MST&kimm0 zG{uC8#El3jWFp=>ONw+b2?3F~k)SLzP?j7hOEof#g&vww1u{B*!KfZXsh&eK$Dvdl zs4yxHXu;CLu!2#c1&_lDmKKH<49!@8Qv97oC#=U+wOVSKxf+0iAnTFXMKdQO)tN^m zvr%G6&Ur?g(hEUT+m(ACz6;FY*2*L~heXwNVQ3amhRpDiy!Z<$>^~mVP3NAHo8k55 z8VG)()B>vy9a^6Nw7yH2?C7v23PPKRDgtXF2DFI?u~6AbL_ibkpcxCoP!?=VAe9p) zlm#>~sg-klT3I}YQrnq>_j#boc8}Z)J;`=o&X_T?0Db!UT+SFO^Go{0&j3hp*WUpA zfb#xrEp_eN+8=rLU`7cb1s7BW#AYo9EH|d>c?7U~PLR$F1a})ApCU*HY~Hd3p9GCC zb?h|$WDGEOb{Ea*$0QV}8r=$GiV_U#v48!||M>7Imhu`gYqUrrCwmhArT{yZl7x{^ z^mwGu^rq&qykV?Qx$uNW?lKA{C;s-?TajO)7cDqN%wmw5P>slAPc{YZXsr^=nkU<5 z4!Mm_8xlz^ILG#DLQ?ZeyG9{LcP?J8M5ZmfLRN&VRw+O@g*ZDuD2Ge z+I}&{7ff%KiV0xDg9Q@y?z#v|wpMUFYox8JibIy7_Ita$oNmf%jU6R?Dy``Wo9fbH z3)P}YN65t+k=7p%(pZ}l0t9cZy}`o*t6bzeJ01ZEGa+gaZy8z$il*IHsUYEm5YRXd z641D2tl0g^`l@He?ZS@X^am5E*~nC@PNj1ED){7D?M2%XZFqJ&ykq6cv$7NpS|e`i z;mTi)gEB5qlYSuQt}Y>3>u@i?XK9v@Pb{6Tq{xwoU)0bj^~d^@Ax%2w>RNVWihRFh z%YE+|&G<5V!O`dtvt}U3NpnNU1Yn05hyZ<^Ra6(TR<}VTlOfweKcC&>GlgmZ7jVnM z&8+2>MZi~t=1yo7fld9P7&g`l@LDYek#@^dI6Ho|-xE=FA{8a#z<>6q&JtRD>Vg!QeLy3<;(PRM>ik`6u#VWaQ|+ zv7{rlA6#BTT>FRX_)xEYg&D2Ej{L~4CsKmMdWu$VoZ;Z}pwCXNGM8^eUQ(vv{Wkz1 zK9rcUuNnT^#~-<2g6jz$6Gs2vJ}u%3&}cOmSX9fLmfam)-{?$sPED=idd3D8Fpezwl^mKK_x|1}KI4Q(@exQoe zI)eY+Xl=qK*<9_>xv=L&?>M?OgZp`wHRtfl>ariBA+;y`e@1Gnmiq&Arsi2iHc377 z+*aZrsAkx1`SHbYe<%}hZ_Ki$M(3_B+n5cmt>K>=sm*vsG{^N@Pk7!WL(fd}yS{I2 z8UOBZZMyi{i=s?^%;8#!Z|9$qPGX+Tx$7N)<7z!K95($Z(Hp9)H=elGijs<&roM@* zk1(RCh^a_@^Yej&Db}Ui!pF`VwX-DlNtM_E5mJheZ@5LC$J>M&(WDEGT~lk_gsaER zhO7-4oyOKve)N92*M1~E%Nge$ZbWqiz8`1=-w!w`Qc-T_8$6F2BKv+*+3iFQvh?F} zQDTo_E+RVk*&l}1%}lT05IqlGiihLlnB>VB(TMPQ1(ZI|r!JgXr)?Rtj-7^{zvVUM zbTT?LW(mqGaKvk>{w`6K+pn_ap`jC_rqO60mX}9#6hCkJz1(WF`Z#&G$vU|JCpnSy z$h?k8VB@QeriZDgPidC2SNxf1#dXt8N?G%S@ zT5#Q9@90e(ZoICK`K8j$hs`9@wdL>hC12M>zF;&aeDR zycVqWqp0%XRF(0~4&DqRql!5x^;kNv-8)yQ?1vL;ByR6X6u@I08>bcX`0Y0sV>NU2 zA;8+$_0d(I%7!VDk`{Km?V>wEDvHbu4k=IBF6&GQ#y+LytMBlzgk=V@{q@NVsq zLBg5r2Nqp%m3->Q@Cd;jK|h3$*uQvZ>FHa`2}wjSkdf zrXN?zY=Uds#_8SQ+E_oYH($nXZj$qy3;*;RmR+Y`ZjgALDf78Qt!FKz<5lYoG9Ky$ zrgx0PcZ?Z#i~^w0ByH$55>P1g+Lm!T^x8;2FZ7xr>{|NK-L=iTYeUd$8M|po&b*+) z7c9HSyKWFiovH1qL#@r`((#h@h9P(L0!2_EV9W%C0!C&~D3p=+j?w9kar2IG=#DY< zj*;_@(e#e7n;6O{q#NxD&tpx>CCITmKkHf+zwz09wAl(RrEU=0#C6k65-i|LVZjdU#*MF#G3RIW~8U|Fz02&7RMe&X?gZN}Dw`@EWUB{XP97#AIycG*J*rP@$I5C1-s-PDc@}|DUhNkX5 z(jmkro{>yM&f?cemF66nzlSFuCQ?lP)3X(iz7QZh3VAN$#Z%^`aIjh}aK49P4%5-5mF_oW^nRuNnhW5ETg?X`}{V?oiK8U@B59* z5;=)W66W^j8vW{6wB@OXGOp?cMB*)f558UFuJJDN?3}&R=GsxwAflX%GBkYKYeVcg zN}pc?07mrz={nfP4eaHE3iga}GU2ZOa+j;v{af`$FWx?})CB8@NRNyvI__)76FJPx{BxYn0=o4biGlpc z5)!d;d;5=TbfLi!2+c=ZAR;%dm{oiAq%E&d;^!VBc|{XtVCPG*>wvk`=g)!+5#tv+#n>iA7W53jEBj%2B zK6t0a_Rf@k9r?M<-@W&CiuZ-OrMeJ$R}JplJC(g-H7UB6y7_d*>!|&1L!bSiu69ha zU5@3#6C+nNvx~CCwyW;Kt{l7vO1yF>MEJK7Mvkef&dl@1knI3>J-boROXT$)6vCak% z#@CVB1aSg@Fdjk?#)HQIVfX-q5yJuy#&!@u7|kQK<8}TT5xR#d;`o073{rUjFl1?= z0OJ(^7{kv1z&H#903#g$j1X)9Fsy{;O-O|Rz;O2l00RO5M!_5uU`z}FfT3ntaeFAo zi*7|)@1Qpvu)}Zn{e^SwAb?> z)PD~!+FXLB3~q@`-k4-s^2N^<%tafWeyn{kOlCYSu>pX^01Q}wWALP7BXd*3dnI^% zXOYXgF5h%>Ki}@4dV^1~edkEhg@3Dh4GaExjQ-`=Ndz&!fKrH6fCLlyt*rP}tI=W- zs76z0dpphegVT_One|$~4zi@|CSxsMZ>-6iq_UBd>Sof4YNvH9NlEUFx{{)rncG@3 z4UYlwDXsxUWGTs*Kkah>XSmlewNwcRs_53pmRN7Ik*Um&aeL;pNDe+xcrnGADgZC7 z%c{bITeUFmB>ln=hfGD2?d;Fzx$s^VL3Qb}E+5LW+_dw$wc=!YZyoEd&i#*V4r{8R z^fW%hSGd@|=4Kl4sy`aqvPo$v+h)JXQELb3qP+b6?LWg9gZKZAF%14a#;B(G2gcC8 ze}^#!k^ck6NPX~MU=03gD8}%l`wL@ieSTNLJD#B2$ZIHPSs`m0Szm*9>C_#n`R@{o zPXaU|ym<{f%W7r{*u@t9kvJz)-%O+~f;<>Snndu?Jj$GD2@4x>$!yc9SV(A~zVH7b zfM3JIQVErbXRE=sYnl$TOfau-bi-l4=3*12xqG z64XQfP{zNi^U11Boj}(o0@2%UmO_Z~Dz)YuE{?H`6hFBJF&UQW0L>hPX1)ZOp@vRS)w-E7wfgt-B`lYA zJ>v@PQ(q6jtJ%si$a4txx#G4wEbGik+(;vD(taVltli`gjMwCXnbidW$!V=c)lZfX zZIP{%k|t!Q!I}s}ZO30U9qd^U=AupIO>WDqQ__%=9@A%`*M%yWSFtg&7+YEVC#a)J zp*M0F7aeaE4`bC-^n?#1OWTp%X`W<$qJAR8E{caZh@*Dz%k@JW%pIqkKx8{UKh3}$ z7q~h^pi&k%9!*(O6nAyra@X9hMGA(v|Za>Y~9UHhhipj-? zHljXNc*_U^=br|!Wo7t=arj?Y%e&uEFJOrNfJy(-UWfyC$JSI3Wz?FCqfTPv1NE>* zC!ghE7)iD}p~y6eg`k!zZO9guJX#iln4iNrsWi|qw8Bm{LQM*^_lRNcUL0rGOeNdg zmi8)p?Qdr_9x~IJTVkdbC!cncVT^b06T~E+2GZsWJPq%y!aE$&@G^K)v30cqt3P_{ zt{E5nR?yb=MI}HQ5g5Kbn|fDR{Pn9FH;xyMG#L)YIr0;;&WjN*n5VipHZ>>D+D~oBn{FjtD_%3`73)LI_zT<(}{p`p~h1@wX!8 zR<|OL*cK3Tw=(X(+9POZSGI@8<^H=zTVM1r%OL-Ez?xmvJN`!1SAii#j(l z^%6F0oFYyUMdaD19fj0_bb%8X%@_*82SVx=h&qTxLL z2Ej?M?X8BvV|8B6lG9E^2(B_J#QH{uvrX0gp$a#CL@9IeY1hmZk8bh^(FbuW=ie-} zy0{fgHiQ-h#gUU@lXeNkEo^qD3^v3Ts~SX=QV?Zol}9rh1jcq{P2`VeNJR9h7KL%d z#{=w!2+OiGg)Zn!`r-lRE-RpU7pIe5eyUE1(p^)e$B8YaBq zlkz38lP;bQ(Zee#rlrd%@AonyqNKW=g5wi|wBH(Bf z<|4=_KjMi_w7vjyi=19_us~F?Wi&FEDX1X2luPAvK5NG8wqzbZ&A248=9z9L?_I-Yf`BQo-e88 z($|XCQq;crrvsmS)c)Pg9gz%jPR8z=1@nTKoN8;%lbs<~4&f*-amQjGXKy)1A8~e( zcs6WlrYf@W)?$WAMdc})swpRSj3~==&W*}HQVIO=!}s#A~H7ZPf|Ja(->HK}K? z40y6v-1AqegaW~Es*8&t#D{>%l7< zT3fzza}z`6;NP{})8S?8_=cC)OX_lzS3dhVrg4Yrx^b&tmT;bA*iO;0@~?P#^94Wyx40X$|BIMQyP?KXkCG~km59z z!xul~;bb_b9 zlu^!`KDliBnwvM>&9=tY&n>e`rA?Ryx=Vw0?N{Ga?b-|d#IipRCN(>hznG3F-BtJ4 zvWFwf_XV$vGxB|-de+vDH(nZLH_qi4K1QF=+^ZZMsP$SF5G7w_^YjdK5-`QbBCEbc z>LtYps^$|R{}sG>%xnD05MMVv@U z+c&)!Vt^|Cb9Z92ZMRCWwD^ikG?Sh7qCLA%iOFbAu#)jROB0&Wob)&0QK^Jwoo_g3 zD^pJTHav^XIwa{P7v;41V)9Z6*^Z*}MF#mPeYRONsW9&&sgL{)%o?^bp=&hzNU|)QPXFL2J z`3qsZ5gvV#sru%izIucMq@NHPqba)(Be|P){nxCu2n-cS}t^(lU3is=|%jah7 zwG&c~QQ;)Zkz6lVdcZtdenr4Rw;aumma>)7^*a7H+Qu}v*o=L3LdZe4?-JmFn)1Q5 zN~q#WE=gYv{YKcP4t^EpB z%@A&=$)!e+UK-lQW)Lw3u|8dPsLAaGCG3S3pM84cekL>N32JOA-4QTTxM@A>hg_;* zjKXc4xy(9~Jk}OL0SDdOxqrV)e)Qcg`POH#pjoz1OZ=C~g__>+XtEceyx_3*m(mYU z>9X&`Tv73Va>`BL=)L?hL5Gp=i)E)}4>z7;vL=P{!rW2NDGAy4D!8F9k|HGc)hTum zd$8oiUnM#KJA8eP%=#PobI=54zBN@KovzXH?|ED5B1$Q)`!MNPAW-RCDUy7dSAQ&4 zYwZJ(ZET^LZz$gr1LY=ed!VO$X#1ZGaqv?h$I#L_AjTo|e>fdp{AilXw>)LJgdeUX zH9}McUpdv^$|sFQY74cGvX=J`{)h7L89Z*(8b#%9iyVvkx0BsZc`k9e(Q53<7R_j; zi?J9USed?mUO%;n@!%&~Hf!7-IWpxob2cll3j!SvE{-c!5St^5JVDhCO$?hOA2jkZ zX0&K_TfRmT742vZ;;;YtjYN^wPOHDps?-mVDliYfThiHUN`Oif za)6Q6r^715g|^DZ29F;(hoi}A=7Vj`%CEa=kD7v$60$O`Vh=A^xT1XhjPxdq<^>pq z_87Cbk5fLZlULq8;h_5_YIMtPrVt&|b7MM^OZ+VMdic|u7djM|nXls=7DP@3!T354 z`{@gA0(+c0M!HI9f1;(NNgQ@JS+PCpt-}ad(F}aO*K*>@eG57F|AM#*Z-|+V5=`+B zKT;$)$`6s6l^_IT-h^1lDz%fmR(ehDH&>Xj6_Hij>v$G4hIKizieE!D2J=zHGcI{M z&C)m8Rk#q&d0}NM24JVHiw!hGzglubt97^%I|cVj^lDElR21S_Fs5E4QeKh*NgR!q zL1UAne}a38cskY_j4(q!7?YPcjOp->i4?{(b;slhVOkb;H^CPm<# z6z`!@GzZXZj=LO;4|Hoi{$Xtk!PPWn?mpG*sQM&!&a_Ggj6c!|V+TOZ`mDhTOZqkb?!y1ps59+BjXKlb|7S+shHYqo zYo8T@6BPLE=P%5$lQeA!uaUiHRGzPJ#`b_=C(0P#t*&4Y!Nv_`enl)&Mk`5VPk$2? zYJZWT;|Mz6^GA-vUZD^Cwqcu0*(-naiJg>k@TKcKIvhc5fPtf%#_- z(%2uuv1sX+GkIUrFPC5C)oAsFcefy-r0U&*IU}*K4acL_lFLZH{T(g<2+-tFZ=~f> ziT#8db_yr5w49Z8MvAg2ON0x;qe~mVZiTiIMWSWXS>_MrnD(UYv22>P1%?A-Cy{KDtHcQxKJINyzsQ%uw@>Y@x;<2%P379x<&g7J=K(s3 zzNtb{N^IK%G#9_G_goIo@a2B7Z~68EUCQ5=UE_0x(zaSDnUf>?XtMpsH<7oN9;;(% zI$X_Go*$QpI75<{STuEN%cL#!t-s@Q1^uM;%?1eS|KaYfcS#wO3*BY-MMU63`FP?%yOL**r(S&B(za@5Ud*jqJHPDwHK#q4H zNaGg>&k+d(I|u_oMxYypduPIN{*FR&6nrCf6*C#=lk!CEPbV3|5WY@(Q^<@0n$K9!g* zbVVS7{&bCCITiEza}0(C&rG*M^uc{=3Qh-_8y>zoQ|K}q9^N`r#tIuAZ*->GRX035bo#pI8Cff8>y%ce8z9U)yH% zyt0~-`>lfzaiIhIiqm-)BUT|gsqq~(W;K|Dc%_s4hH|BbQz8L#(;D_m5?y1~ylq|- zl{_KbEbpP7^oelQH5(4oLxTYq3c1m9jWS9JAgV6E9lFGVyfpXSOyX@{`AGt2BPUvu zmcM~rf$b1kQs#K;tY$GM+7AJ7gYIzy4)Jz?*vB6vp@lQo+c^q4n^d-%U>mAW-bPuW zO?wofW15GZJ{Hmu@mkerThbvx@m5J;DmG=nCOd=ZU?LagtxXOFlod5Vxyi|Z^0>2Y z8C$2rJ0RvXv?I1^hAt$IFRUpRr@}uZE+MRGxpIvzq}g6-m&ajBkt|>(YW~S`R~jp? zvhx`K!*N&Qw$2~uH7k!kZ)B{Z5zO{RTkciv<~d6k?pL2bC;NQ8%E>jWj ztR>{XY)N(uy1r{~(!(t>>a5cd*soKhe<3m%{f-r8{Y3g6Y;I>CoPT?R9wt8N_YR-N zT2vYlaR^&jlU;p%S4qUTmMACuq&@QI?bW;dlga%O_O-X1EoH+rb9h}*JO>TIX$%Jn zB)7ICSMNTWjOv##tbLFpmNO?O1yU36qu51%Gzucos_|5%Fh&gi(cm29To z<&>vVW7~F`I@;Pwo;DiI4$izSbeWe^*r1uyQP{|pm_!?3=9onPLP@*tS`*q+tyz#n zns-umcV+e>$RoB7rWS~kO0}qhkXD~Mq84RC7hPG!l4)(J`OK>l@H#EXfAte{cAtt{ zwJ`&KM?xyYRYeseQI$d`Dvhj9PR;6Bwymx;ygyoR$9AZ;KXc<%=Rs#l+~Nzvsi3~o z-qwq?WcMqbaw^ItJgI+9%eIch{8d~qCpf$Aw)Ubv4)d2+f)bjmJ4~jd^b2K^s@l#m zqaHJ7KJ}kkxqNbmZI99^m!e$olKbbhZR=QMdO|U*pXHt6PbLf&>@HQM^LTu(6`kuNA_zsYw*X6cu_~k=9;Ltr4*j za;}}eCuZTepBkjMtlOhA1x8VH$yM1b&pcsFCN%Ng*Ev20W{DC#MN1<|X8IVIA#ArW zb7U&E^29A@t?<=C#EHV|iJhLBQ*6O%lTG%c<SwlJ?g#_Dy(|ueK*5Sj=L4pq*WaFvRSjC? z54_}BETOmdaW?N5dp=obOhrU)zQ)FC>T+R``*Q9lmz+i7E!(2T2cktj-=2N1b^p@V z67$vNp=|u5c|z{q!8F-Q*O*UQy1e`CwG@_|{D8teH)H?mk=Wp(u~;&>g7&ubl^>Nk zwB)N6_W&T6B7$J0!nFP+H!+44dav!AoP@^Rb=~KQE8Y51elsiknu4;z)yy2t_59X< zFWflQdR6Lfo4;hx3$04*P&cr8-vtY;(#dUY8?Rmhc>;d+d@XMo`~%d!mA9yUTTDv3 z+@TX(5cNYq;(mf_m^9ZR1<2d?m;oF#3juWC>?Mrb5tmdg(E&k&rTMbX9?v@Q~ zrbJDB<~9xI{G!<*dcQuvdFl~f^jXr0`}fTEI4onjnWTo!+4F~$ir-`2TblQ2YLFlM z$<3rh9bV0CiP109P?jaUo}$%BN8AXfxj3M#FwahRw~M4;aHdl8)NCT|frGrf@Di0` zI7kTq2PyvG-YQ<#OPn(!Sygs_yS*CRFg(>g4FK{2f~<9R)u1pwI}GLHeGBsOKCtH7 zGZ<3%b{ZT8{%wee4|kZF3QxDn{=Vv6UGOyf#q0D@s=Pa9$FuW504aBYg~mv!?UJ($xUu9A6UZd0{~m}k$QAMX=Au|6ccu-N^bdCGMC z3}5Mu9fI!7W9;kF3GexjD0VC&m=KON)Um~h{?Ip6;bc>+`(!00%I@GS<|#AD z5ShxCp}PUnUG!&+{VO8wi84v9+4I`B1W6+Q#BBu26gWpkIrBcvB#<=jPtWEzceFCJ zbYYNgCA(viVimDBi8&=U=Km4O-3h#zh7F{ZAyu97>CrRkJR~s%fraapFM8`NRRHYID?t#fGrDMzJvaDiITyzy=lHG zKssJPmPe&`G9_xO+iAD^Rd5g4*TPy(v|c%JBkG!7wOf)Ex1wQdxgFDy>s)D%40XhA z@#9VytN7>hS@J&`H&sFFEdZ1g<|=5mv7tS;s^6jFF&&aev)MH(lCe8d__2{&;oM^9 zzT?+pGjtiuZPx43SaJLAfAi^1lz3sExm)h6QF#cS0TS>W`ix$V$qeAov}7=jE!r$N z;sbNPh~C$eZ@$<%@JTJQAa+OnxcnAFjLMi;Czv>q8KE^ob2jAJe_EI3c1QAyHGfBi zb=IUKrO_JgFz~@0h8|6{#Wj&tcTuIf3BLWhyYyNtA(U92k85MtP93)UPsKBQZ#b(f zHTl+}(t|$++K1jkhur&;Ig=`hAZl^wVIq?O?~2%ShC(H85bQop7hI*15H!yY-*)m; zqUzasInS-Kn-iV;nS0wmNDG!J?I%@TD|3E7C#qVrcu7ZvYS+`x5MKM>1Si@}-zPhN=jjSC zmZ?DF|6_DN2ga1H=X!|Vmsoc$&eh}dPKi3e1+oJ)?sFkLVwGVGI_`5m*sT=U8F?%Z zNr<+(Ru%3nURwD2Nn++~pMdg=BG|Nd1Ch!=o@(2A+Q94AN?yks%{VzWV9Gq$pi;=& zHQQI!^w?>|ZOX=?5_N@#OKsqET1#;GH|T{~h8gqV^dr)L1$eDwwIkCm(x2eB04T7F zd0q`)^8^O|xHN4wb2NiF_oV@SHNgy%`D>~s*S_l4bxU%~*4gu?rGfIn6008>$|)F3 zw-mmqI~~vG_~#*itsnQN)FuIO{Lt%C4h@L!hYgoKVGEBxh`q5tKzZl6SM=ofFh)7o z(y1D*T>a6b3lYt3I7iA26Ja9x0NM}O;*5e?!bCD&iyh57eL=lGN5n%qGaaz~l-26F zG{?hRZuULn#@jt&cFB###Pumrd!{Ju-+*b#+^UhGVyf-^u`2R0$lH@J2jO%2A3{1{ zw6LGyXYq8k>N6!1qDWvb-F&t zJ0vpbZaSYeURdO2tpJboNq<%`@8%AK z?$69L7gM5sKTr=5WCC$~&@iYcAY;Mk_{Ny#@2XER7ZtHhqW7&A@0Sz*^E-K!tm!v( zIMEH|KLM5Kn^G$w$f{2$r6fiO68h}AcGAfab(hz>{(Njau|=Q3AtyXWuq6=gzUEL! z)V{?GUx0;8odG#)Jvi>V{gZbxKCww}id1PTnby0crK4Yjr@f-x|P?aM!tp=jAT0P3Qcbj&|8e z7)ZHqEWPCVy(5M$BCbJ{ntjIqk4*dIT2v)FFp$>AH0mBm(JRF-_9)6Jx8%P|(<=_r z^x}_8SKbHte!f%RsJPxsWOXC`!T9P)L?GUdRlqA8=Ez?mO@vZE=^jFelDLcbi|^6d zOOMU5(v1zvpFDarR>rw2W1RtN2i;9!ezf0SSsugp`L(PfOR;BeN`1#~OT#lghQZ#& z%wVRJVyn|VU}`3zF}+o&U{i)IcN8C+wWlDh>CcEA6?ubH{RhkW?`ihBzy_mY6Vn-` z#{LGS5#86?Bvdo~q0zHBShM{P1kUd1D6ZqX_`BC#2<==%C&o8Etm_@ZRb0uzNsVNH z4`?6Pqtq-n2iqO$Fy)>FIH&64{5e1GO0>$YjQlz05r zZGZ*wj^z|JGS{jNpI+|>i$--K97fAY{s_TP=Ra3*w2F6>IclEB=ziWVy_92ChBMzGA@dn%A4rK+CNad&AAyK65& z+q@h-^1Rw-@5B88L($GUv>ATmV&2x97|kl@s+3uJ@3(cilvJ*&QJUzbZR@^PQt4$_ zyI3Qc%u@@J(GREuOFgVOv(nx&m)|31{NnbeR7?uyZ_l?!!o+=;2+>)8x^zEbCK!{i z;SJNP9uNo-UU)W}7fa^ji~VxVHc*7uFA3dzO*HySv>Y^e7=i`~xtjoGFj71S3FWq@ zIT0Axy_1OWz-xFIw0xM~nTi0>9K4c|LLv7lAh3aw=H$zMu@(u~tQMZbAXBf-e?ooZ zN$A<{BF3+0@rkwaB>l@8^w~Ysm}V-7r$k%ssGOK;w^zOBGQnS{{oHVZeOVJGY2{>m zvHnI~c)!;(2;ODlcG9Hcrd|RX_`C!L@cDN*DeU2Q`1>FJLe6@gchh&}&#D7|C(5PV z1aWyK!Y@;|d?rQO4s|w1TDk7_?m+(sZb5UKx`>uVBGjY?j)gp$&pOAsUoF(@7#@v@ zsYH$xx~UqL=Urp`qlTG}P$E@Cb>${VLUZ7h;$-1nIenpghC79qFza~aFxz523pmqDe*?wDwoH@Q`J&U6R#-9Rg@o78=$*WL4Zo|np{!A+3K!> z!6r?_>_$08d}2jp>Zd&}CE~UxK^B{AdoxetT|03U#mR`!vwjHB;yz7qm8JN=br{RT zW4Xy@^J;k9V6m}hT=?C?j9&+_sEljxzmvp$9~w{d#GzMV7dS%EzkO9v)xc|Nbk2yt+Cjo*Z#?$Kx)SNrpp zw|KJ~Oi9TG;r3^n2I0SM$OUx2$^3;qKO`i8J>QwwEW*+~&XX@S0IzJdJdpl*H`86G zx!USg!bC5*+KDXsj|ZqG(s(6(PaPKbiQ+%-Z}&!8-Nmc5Pp6^^FVw5s)$+e!5X^f( z;Gwc2X1*iy!Hs_#>_j5RtL;o5YeivUU*Xzm_%3_0vmNVV7?E6>pDJBf_d>URvdoJ4 z%wuT$u{{OnCIv4pz9a4(&V{a&v`qi(+mBc+dcv`>7jj`r&9vu;{_bxn06P#uygT(r zqdCOEfq&+u$)4D{+EVNB#qFFglQJZI6|-gQeUWE-zfYt}G~=1~NT!lsGV7R1<~I4u z)A)dIRBU5P=QHY^<-UH&Y-5BZ9_(15-in-spU65x9+6Pyoy z#9LbFg3wVnG%s?W(|{~{G$3m}ja05A&68YVemS<@)Mh|qH}|=#kN7SVFTdQ5;N6SC z4ebZG^2)XH$3m8wv=Am_ZZBNwP0{x3*^@i1Nrqq z(mlq<7T;z}gAU(!LIF7fl5O2MRXx7}9hcJzj?00fF$l`R;HVpX5R6mYKvbTM{pKnQ zw&Dfta9@8!RluHmCd&3Ws=z{ml1G6MSFjgG|nQ$XOCS2;f zGnvBTO>)rbHyt1w?k#UE5Q)JNIJfT2#0a}IF?s#+)zYDQv;(8u!yB6ZD;OgYqjY29 z@^vSdq|fETF5)lA@7?{Zqjk6bmzp%F;W4dim_%U@#XM2^`FQ~f#!ys#!G97FLq#Y8 zVlck+_g8+ly^pkEQ6M~%sDJPFEedqz#mh)Hs%)aZ75BKNhB#Vz4qZ2rGRd|FfLnREYmiL3Rl0y|{A|cP zUjM_=b*QafISpz{%;cHMnc-J+%PB&YQMI(R%jqbf$xMckX3@9V^kqZxUfxF1%OL4B zO#6Y1+CJjE3BXN;tWi*fy2vSq7^EpeR%mmqa>}uV1&Tuk?sP*UoU-WEYJkAv?(7el zWLq4qW`{s7+U;nh0UD6G?Sg5x@%j{dAss+OK05=TX6yPJHBtl+So{NOZ0A5ye@9Yd zBdLqOX9J;sY5E^)JPx<^A-&9Llfa5$qkh+ab?dT5Q4`_B$%A}s{z(RWCXhCD)g zR1xV>wo8HHmjeI6lyJ!u1u^YBRnB*S1|g08#{>T=6J0M30fR;x?p(ZDdFb zZz8RT)rTykkhv6yK#DkHMLK{A>42SP$lE*~NG51N!6@@MT#CTC6!GHEPC_%(30b3H zL<*eqz3dh%vRinURx~25V7?S_9Vx=;InoNOOQtuM9l2z>5QAn{aXpf0lN4$CSt>N4 zo%E1QYr&8M=iDwev2+N5OFVk-JRz<+x(iuw&0X;~NXOECmO2iu#p=BS6M$kb*cKXc z55-L|{|1JHW%heH9|-`)F<+F$CB9oxFJ@e9(%!b=-}UD~LNwDJ3;jZS|T z=oqhG23+5;-PA{n;!g@@C~Gaak>AYtfob>Wz|9~f|5=;5)KfzTjfey30^s>nqv59X zl9vDG=ZRJZ{2#xBRbnt73AL(3I6D%c#yOHIMjYonRQ-^W_1RZ>y|=1%R^b(qq7B_c zfnNpLCmDBhQX3}V#Qlj02=8h;B1Hv9=$XbU4&!yjhjj0ImdTWqxd$fVp;oROX-VY* z@rt}wcQI*Jxl%vwj*EY68yBN)9kV3h(0Y1T?8SG}bh;29;*kOU#pXo&vRLv|3Tp5G zQ=wT81I&gQcz_ul(4U?Dl-JtnlUC(L_e|Q+Y(u(&3ITDuBcQ5AMVnEiDaGP}H9eQ@Dxr!8ktB3!ohD%j2Ouwp;qtjm5!@Yp%pe zU}cja*92ak*Bkm&NIw2DVcS1iu%tyZ6rp_K#Wh zZ?pc7X$i4Hw{v3V5uBO{hKh(maQy}40RPW$6I{Cl5%A#iA0K*X|9I$$gP#-he83mu zK!*z*?jjdxA^tevmzAbU5dA1AQ$_Vw%ar=(R$S!gL>GwP4sN%9d-Ib2s0Q?drp1~YH)T1XRtoA6R5BJ!0b`6>b!DNo|V*tl`l|~ImdM7JLIQTZ-?Hq>aORx zS*rPEEB2>OoM6Fj-_5hkrqzSw;Ul6KuQN0$^N7rfc|XSgsK@+i;IiY+`Qb#GEz$E~ zQv1QI*4e9_U$a52Yg!bIWl{kc@6$zD^Omm_=X+zpm)7o2Mkb!+Z@n(rGBIH$c}A_T zYKnC|ACnQk2;`SwR#mwAJJ%MQVzg-AuTA`Os4{2Uywd%L_-`}aTBntsSi*B}nB7&9 zQy^zE^&Uk?^<^+Pag1DPcI4k9dp`a-bC2iwcys2S#`E#M%sr>)<8zsNvCqf%ApFBt zOImrt4X;&ZAxc}FI86){$4n;->?cgV));0mH&F$w8FFt;#JBEN2B$OZ`(`jD&=h%F zx?d#SKMp@9<*pfwR#}qhmvU=`^M|Kwa^3PIQ;RRSqH_XcWsS@}pJaWcrQt;7Bml<% zfR-n6Eru&DWzO49KXa{{me}elC0;;fyDn5NAxm^U2!DVqC6J{tvJ60$S;(>-SuP<< zW1R;fEN55rDd&P+uQ@>Fb!3U=&~&8Fc_v5j`cnXc7yLwVXC0P`dw{Qq?n);CYu ze_V2!eOz3{#ERzQjRh|UTlOOHT#r4^z16tYA;Hc(Qad202mwVN5zKi%rrQ*p}KG9b~u5N26Ie zEXsm!;Am|~lY**hpvkcAQ1FQWy1e3R#9+Pyk=H~aDSN_4`!BK1tvPdEuKCFVq1R4_ zRm@M?GlzSHxx}(^=F(bxDOufFUN%d!rLf6P1uH7>9eg3fQ*pIGqxuqE`bn-hGXQME zkh4%$N$QRrG^L&QV31$tTH_$HwVnzNv@3OI*=Bw0&O#f8c8HH6;p5JNwmMlyigLeB z*0)28R%C&RC}lS$P{A2U&E`MVwNC=C681QYlx(#MM~@!re@t3;WmDkYq(P&pZuQNq zwqi?hFVvDXNnRU#d}qT>QxDtl+aM{*vyy!=i5QE9TgOLPqh9O`ElGu6>62`Z4!=45 z$ZA$LORG*-%hfVVxvi9}(sz++EcNYTww9XqeaDrwIhQCjGIyno6RZT!Cnojpzoj#j zPJx3ZNk+FaSaL8e9dbnyFv2WYyS|GnacZS#+TGnKA1-}Iz$j2Lw5YVzDH~C*nqm8v<*)t52%C5oPbKwzoER6!LXFjlD*c=>;w!IrSIb+L zC4=s;@y-g_E8tKHilPrpM?Pv9c&09@o%ouwWgyN6R@g;>y^zPQD|);dGSqz|4PXyK zx}4;|fjbb4P^6{dZiMzI29&ogXN&R~*!QP|vfb|ZT1SRMVxSk|-#JQ}2K#)_YVtMT zo$dA`bG;BWnp1ra{1MVLFNg?!(3(wM!Xl0u>CVQ0SPxcwVyG8_2}o2R5^q34@^=zU zh(s8WTmvM;5Xl=rf(l6JASqXY6ifuoxd!!U&Gq;KnU5n&DDiS^`56z|-YoV}mNwgV zSyTEQd2I14RjBCL99=xc<1j{#*J!EzoivVla6bIyxAf+5Nv6${pVs;HF{fW@W&6C7 zrZhb7I=*p^LmLvPFaE8zd1J36QL8Cm%xbTLKPcyT8O8W5LE#Z&QAI z$koH(8=21@xp9`=7tov!nv3T{8;?Wp+hKQEKddr%1&QJNe%;l)>c<-SfX1V*(`Rib zdk!&P7UglSwY%1Z<6R(DZ)nqtTP>9=Z#+cNt0S!}qm!QOdL-OW{!qKNWQnp!`>}1f zdJy}e6L{1B2p>Sms@lKLIzhGjpr&C5kbvd*DUC-zkP19v(7M>{mehk79X&EC&!zAL z>1~B#-*-JY^Z`#YLK;Dw02#Km22V1MvfxR^P6dd60>o3P0P#;U$Ywi1Cx~#MPM9D& zp=^N)&T>_I<#GC~@HliY?HTCs;8c@%?%Bn#B4G+E59iMCoN_5ocx4(?-AoYJ)+VKIhtG(1bCfd5a1nJb)kkaeGuC%i$QEJANC%0 z)_N$iq*IKDD&XXYoPYnO*Pg!yoUUZi#lyzg{JF;*Ic4@mr}c+ppQ-ynd*oP~x09xL zmIRsHKiNy}TN6yZ5<55cm`iBMK0IrS8}0rt0bWQu-{7<2MckCe)|vlJ?uT8s-71}2 zY+7gcnZl+=(?xw{dSS7u_Ffulji{-6`-C4L!nO)xSRM@)JfFeR>y7FQ)LGT{@Rkfr zh6X*=FfY+l?)n`jRFD6q*lr6sA#v*Hw@}kibav?WYc@;YB1U=gnKf~dkJXs0PW=w- zFolVQcF{scWh}4NE@C_{Shn9b&ffw%+pTI1)bQjKI1}6q#Cj#sKuttHD-jK+J)Eh< z5YyD#Bln0aypKNf#!1fX7=LHxBTj<1IkJ{&7sUPW^vpj3`&%fmKh!DW!lT@Z+COV^ zS>mp{2;XM9Z${(xT^3_XDG9Bq!j}U-`+mAt#6uWP0}BA_1=A}YdB4!6D-dYlX&ntw zD=~Q4A+>9E!C)^YfIcT|q5Bl+V$@W3~>Xv`Y07qYLi!~3J? z+_}^Q*|NhCqbdXjj; ziN9xN(QA5liTh><7nrGy#t>?OM2#R+``^$nd*rFY%(cc23!yTj7M*XF^HUznB!^ZN zt4N8q#|Vx(CkL$_pLhkdeN&p}kTgrfT7Q*xpu z6Fy7X4~841Y&IN~0c1S4*Gt(H4jo3x=yr@~R3;x0Fj&W7M1wycIzIQc2``M8rtSF} zW`%YUMI~~f<@P@%N7)BeuU;EcHvAqYT8@F&!8bPSCiF#4wJW+-Op^O745($e#>l=# z{ovv)G5r4XYrD`uQnDiK;Ma?%JL>{VXKf{8XkeY(-~#L9dIeY~jhdk)hR5pHL;A;7 zV4Z2Sh2nV(`CsuI^wy#pA{>GU#~_*!N3fWDZzBiyqQfLu?Mn917P(^zxFMNeya4GI zPN#LgqsJU$A^$Uu!<&^eW>!qEng_<8P5a9%lE(tJsRqDy4zZncvjPnbkOp*Iph4r6 zJqM;~V-KIIGRYN_rE;*y@zw7Xbnb;x@IaJ}kODm1PV0vWubu;Y{S2t(H z-A_23j55hoz4+H_;VHN~<(1ciT=@B-35Qatr zi10@OK?HwFK>~M}1wo!j0yQ#`2L$;R5ab_(VFD5mX?A0P8|x6mw}XAR+8P~!KW1h&q;)j!vj;XL=;|2;p2g2J*kRWf7L{M~^$VX9=) z==*my=CPZ`K`(5k`4Z+=6he0|OfoeK)Uv-dYuM*u_)k$#2@5SH?CnVe&0;<$u|fS5 zRC!H9RpTm1x_IT?6gk!NTzyPxRTyd?U!7^ns`1Gw=WOhh=!$k#X^DOYf@}DE^a$sG zHWkOAp3B4MOQ4C*L{aF}b8DK>=hhuPXs+x8!wI&fZ&tY5S@1c*A1|)~xXLR1`xLoQqad84QSe>bjRWvM&4CTth~C)t zR%hA8S;rBwsS`9K!MftRId2k`A=m;B9`sp)sh%g(+~(KGSw$PpLZA(w=N?_{1bg(5 zkVAph4<9ni zA?@!)biLJ1>d_qyNY%31zrSRE=xYtxe{x&=PAt&I9MTMc+AWnd%4W1&}P&Lb{ z%EUU`OYl3Rf!f3l8!xApU~cYL@3flA=;vhdSS7YOt~Z!p4`RMQ>HVHjr=a-DG%;1) zoA`AK1Apph3a`*l=Yp{t{-0{d=&QpsvhCSC^!R!nYgUC5NC;i+wBF|=PHc`m<+1ri z^dx^m^OO}`XJxi$o0BB*uJ@^vjqI~I(ZZNpyFCxtmqkgLDV3T@3j?ZrL!YVog?l zWy8khhk8G@U*uJK*of<)8Bn|@B*mV4bSrH+%z!;e#w6jYmdIGh55m!xWHH@b&7Yz_ z|6sLTJNZZV$94s+C^t?l z9jVyE9nQ;Z!rx2Oc#KW7cckgmZ*0!Z_Y~@>AF@Ggd8bECrE5b2?iPS;ZB>vNu)*x8 zhyYte)yzzffM+o%8C9(-m{h(@9HcOi`rTA1ds1(ieXwm3oXgKYnr`;UaC%Lo>rKd7 zsu77pcE_Md`RK1+{|xCN5nQb#K86?uJ*>EmjvX|)C;rZt;Cwbgu}bFnZzn5TidC|r=Pmk^RjvMvb{{1`y1@*6j1uKv%PZM zP`gHzS1>==zJI#yHP<8{G5twHl?L}s#vFsfstg>3q!P}d;Pn^s9Zn})JvcLakpZIZQ&oE+{izwGR;f7!N58r#%i9_g7wb2=&5B*9?BQx-O#AC*v zPY3Bu=vf3=vCy4h$|{mRr%c~uatf&~n}*GHU6YWsGbsKXAAcIu6urA+Qkj_^E&);> ztjtjHJmakqYg#Qm5!O*kep6jw1>R`RIN>B2_pY*>Yh(&I9d`P)b$heuw2Wljt};AS z;-YZ9%3jiqy88F-!=7>V5cJg5B6PS;mJ4N85x827>Zzc5UVx)0Y5t_2plrK&(0H!V z-F%FTa-6R8#hhXfV|u8>go<3*m5*s=3s--QI+<`aGA88ks>NdttS0HhT&?JD?)JaS z^5f?uo%SiQc=m?w`^!u(Ylh6g^vbkl=L2U;{u9UjpV9lL>B1R~BzhmaYaWqg?-jyP zJ8IWD_#)4@QrgB8)3f)E;UeP-vMnCVZ!jqyi?%CIlii{fd4fZflH?zVfAWF`?g91- zD&Cgv6@Tadln`LN5*BdNAQK-G2y!=RSFQf7V30sDVvkPq!UPXY5ps?MC?ocNLxks< z_1~BTn*0ITJ|=p9jpOp28@Yyx^HDa}Mtb@Fp6n)v5b9X;1i@d5C>-3H7;^$Q;V*dM<)#@r0V zSZ|C8Tp`@Li$F@7vKDF(6ytEJRvNfWRCBs~7&)7RymBydU6X@IYV<~7bkAZ zubwloH!F8jQH?~EaI|4;WaS_=Tu?eB)LzXeVcySpFXNt)y4=SrmVBLlRYcVZUMAXl zsbmh@^W)#cwGGaj7MoqVAuvHvs5M>BZ$#6Ce<{kSL=&EMa(-ui<=*5~`~o9F@#4-m z;bw6#svnPh1np;LVVrI=F0sKc>H-KT1w;8mb|gi_H_aavB9(+uV7IGC?NTRQ!xo2v z_H`(oO-j!EPQ;(-Y)a`%pF3rK_3n9A7eCXiW^+CpQit8f!+f8atj*|=c+Z{om&EV8 zxlqb|%WoyzFa5##FvZgU1*37oi(!WEAYd0;mRJJVC|q`eER3*b3al8uiG;(0sfnYS ze?;j&!#16DFvw=Z)CTJmpT!@$XG3TG7HpWmQ9g8ALph&jlsXp)n&4BDy5xo=?wjkf!nRlLJ--%(LVcAeg5t`J*f(J5Xt;h4UHBR; z_2VmqtXIEXO2vR;HJFX<*V8X;ck{e5V%8@^9>bu6_1MCBGg~9qjmfZ_@voSj6EU*s z27{t>DtH%;iejG9JpAg&yTO_DL}o-JFv&&?*2EDf6)I;#rD;lWs+X>bgSG<%`4rC zWxH2SaNf8v?!o)w|KEi1OH~I~8-aOf*Fh&p@v-0d$_cXq6Hy=&ZTK&Z`FrKy3PgSl zB1ebFaUk-8iw4m68wE5T;(^8=LQvyxsPP19T!I=yp~m*ZG)S$yg<%TrAoi-0t&DmNr>rH`Rj{ig{CR=AoFC zji$tZBf7h{gGJ5Cwp*v$!f+&iOAj<0e=vT`wkwF%!9AIUQ18;pm#@g_4lrLT+ zpHj9s?${@Gt!HD<%5QQh2KrL}=Qnuhv)E4E!y^K`TAc*}lv$@mIVRWYjeC#@1Xt|- z1n{gF%igQd0KT@P`~~0P4cY<|7`r~WJ@yypeb@U5!tZ|!b9#97b&CPL*qxnEc!*@h z-|(xiubX0J-<7P%;Pb9ORSV+vE|uV=otGwp**aX?VQ)(|q4Bj#z?i{~Wj*o%&xtAE zuoB&scd7o}euqzu*mbQz>y-@ZRr2m@6bGlUY{MafD{E+v3Sn>6RSOyTFe>o(SE=6>bl^5I!Hv)( zpX&2$kW}DDyZa@!NH1uTyfCuIqG10tXc1DFfanme4yFTp+7V65{q|DLSyhqHF7?2s zSk(#%^`V6W1Y4ff8QC32B0rl?MP#_!vku+`CQ=4$%s<+~WfI(lKJ_yZs#m9cT>j1? zrk77=0(L-6SEW3UU4PitJcxsu*55aIo$-*nz+(cP z*fn^E^++?wV+!+KQO>gCoSt}D=W~!qXQsTJEIgyAZ24lG(CvrV#ZuC=Im?L7^sr{+kT>Xjx2YRQ@Cyh5lUs{Q&teHEADYuw) z86$S&LZ<~6y@X^v#w#*j9vdgB|5`*t+cSSWTJM=6aXf|{_} zXyBySVi?S1f%sai_^{IF6e7o1{;-fXI^S+CFHw_(hLmy3YXQSt!-kk8XKT}pn3j0V zB%_-ue&yt<4+>^}23e>xb3RKkD+$Q`s-{3PB0_AYI5?QfP})jIoWgXC6aphlf=YyC zWWm263gBRK{6FExZ)(-FTSW|>5xhArR9hcc-D?wbYj2sQ$iY9pYwYQw6lW8$N@EdCu$h70z+{zE-p1Lee%PPhF1{Re&ZziRcPhhbb` zgM4q<1HrEfosA0B2MtQ>Z0H9V^j-`l5|SedSvd@pYjHt8Ph|btU6fV$s6oy%PFBBx zXDG^5tNC8^g#kVu)84U@_s7pd9T#C8#t31|Dkk9^@>wsuQBv6}@% z?grHrC1nu>3gtITNHRsrMK~+>o+;xDO?waDpEbb|$Q|X;tWPpHQSVgmpYsk)+h60E z90?#6)u&|qao*OEYZe}sd;UD5Rs^$fO^ZY>TkrIi?i{iK#8mPL*SGXqpN|ch~jLwwJk=}ZXMUxd%HHn6J zB1^J^X5KLVC9W1$+C~$DNM{vq9PY)j9ed&z>)F$$X1zwips$AZ_aF7pv=*kCY<|k4 zi_eTTWdMbrqX}o*!&=ciHd@8qsmFmqwD%q;c1Hu`CH>OeOgHAwXHEfXPF)Z0XwC#a zOC?F#8)u3?{ys^iOn`vukPdCaB*iO*h3`r_wa~|kR{5uoX)pr&`OUF(EvLr^I@gXkMMa&p-**|d0t1%wfy8J zZZV$6Pmd`K^6N0HfZ?SkyeT2qnb6rUt>~@h!3P1WDY+?{Dz8=E=6)?L^0Ewja)UyD zYHNrD_trh-8T?bLKvdjfb;4Q9fMLcPHh!Y((Y}>Uumfok?HPR6`>?`Sh%Zt2>O3vF zQV2#0{i1s(H=yQ{f%VjYxkmowMB^dz&^*#fOPDA^^rTSKJml~ZHkr1v|d>=jeT zlRvt%NL0ZjEin5s#-U)hkm^3_fVM2JP!vms152QPNLi77;ysG-UbJ^6?bz?%3R{poy zbc=CtF}9zbii(|k`4(5$ilkJC_u@el5)q*Za$bnXJP=xiUk?~|75@P`eK?;09IzE9 z2%It5=LsBBaMuv{NS?SF_$x`k9{A3#J)UU0Vv1c%%Ex|al=wjUUTUPzeTeF(4w9-H zqS}l2c=ZAdytn^m9K2D!Ixh8NiYu*RcelXjWp8m)0oWVSbxuEM6yl*#IOYH8a?inM zn>&yB$oa^4E%Ku|K~QoOtKSveVl{|tFc%siO%g)P0F68m?P+{-WoWD{F~M-=%Rxg} zMh^`e7m_$LLV>4clo$-SMuLdQ%wNPe{##;5@+dJRIRUcee~^q1%=l9>FhlXuj2m8} z`C>3;Uo164-B)f3+Xs0Vx=e-v6$BhYDyWm=yvB(X@C1J0&DB zDD*clknMz!d>Le4r6kXQ+IXaMi6DOg8-WYtpk5W+2n157F=4c2QNE_EQSDnJ^Ph$QAf5+e;7MG})kT?j@RWQUZD3nYh(gXM{=O7tc! zn{5DCz~*tE@w9xsQ}PNC$p`L`yN+L*VB(t*z=R1%>Jv(lSBSFV@iabg??sb$;)x(6JR;a_0B~_z0T%|D@>g=tagxWT6{Z;$?!Dudk)5nvq`}h>@uXGZ-0#Pf%l=6 zYqNP|SeET*>RhpbBT;FfJ6;&*W5a-B{CiP+6KTV5=$@9O0zZ{%xFa5`Kj@ng^0dnQ zd?@Fp=LDvGcffxr3XrbfKrRvdkczL+^oR)n{X%nwrpGRFv7m%T3``F&V$RTrML_cY zt+*V;g}+2yO8E~0{(EAi%KrL$1@`PY^Z zmJN*i=xF5&43)KhZm%wP+PGTCH0kPL9{iJXYSiXptWQg;RG_v@Z0fU?R)|1#S?l;) zEv@SwJa}|e#$QkCtXL>cSd+g*bUAML+1FyV9*y~E1BQ0MV4w{cJ^_Y3O(4Gz$j>SR z@?R7H`D&2-fl-o+iU(!oJUm8|WcMgis_5<`hH4K)cz>3W_SzIO^_l{B0pJ+`MP}mQ zr?!@nxB$9rENwjfZ|bCnv(3AER=gifiXNREK~d03PkX9WyCXF5OQ=UN>%27O?NhCE z9{_d$3;-wt5Cy;v;4UCN1IknF;TN=c5%RWNZhF#)Hirq z5aIdiIjzb1rulE$srtaD-`D+qCOHo;5qCY?I+Xq0$Tsn@xS4)pdTCr%se5=P#0nG$ zt8N|vr?0nvJAL?xbDNI>6dA_v6St^@1|yt=CJ#q~rv@jszEX@vI8oud+H_9s2h^LF z!gd7p4tl>Woc%iEJDU1^{tLlUm<+f~P!6hTWnWyb>ZOS9(1e6usHf=y2MiX&MmrPl9-NVM;;|NO=Fd{~Ao z{1z8co5AAnuWyA|BTk)e+#cGkHv@w|(^6HpTOJbEzE2=IzNZ&t%&He8g;hr!{;-ZX zc}u$`07hz)W@AJ73~x$l$88JUjd2b?pd|nu-`LLi>{C&MoVgp`Y;4HBqxp;w-|rTs z`I^I;npYdw+o(izn=4%A^ppHQ+^RYD&lb||B-)uUsw}@^fNx`Yt&MtC$Wr)+==$Q= zYR%Ag^5#b_ns7TEy1nIrm-9V&kBeyUG{uFC(sY*89*YaURp1Tqp;B8K+wLTm7QO28 z^@n3yoKvqc#fO$T8$O~izEA>0W$A53{Ho){YKy_0FKb649F*V87sF1YdIBmrXbtde zRz$=pXM1f!`2L^Xt~{Qq?d_*qA(b3M$Pj06C`!jXW_AwB*nki+WDb!bDj7S5Ll>FT zAVQJ3j!T9Jp%5k4Aq_;xl<=;#HQw(1y}#f4e%|+wwc2~_@AF;HdY-k`^R(BlQ+Mq( zr+2u{6Y-I)i3K)w0%9(WzG~*5qB}y%CHQPMd%RV!aC~^|!J=8J!;6@U5_Q)ExE#ZE zw5CXETNYmo2yW4z!Yjm&QLcMZJPz&c+?vQ?dsRS8@u9Yw`Q_NS&~h&U^kxr7HBD|> zXBd=bfzm=ydi&S_O?_w?!t){AFYXZc$!BL*IE1)-@KDGA3X!1@FBDRS?4c0O+XUdI z6u|xw1A!z6yaa)w9z1VeZK?CPl4!QIG0tLK1wILZPs%s}g{L^67_SY)=txt&W_}NS z8j$Mh&7g)D{#0S7PG*d4OS-`EziJrkN?Uo@GqY#-3} z?O9;Y!2u56sN$i@Sz<|NY)jys3-MGg>ZHxa{(5U*`}>Vf+JCKD*E)qyw4#ENga@k6ln9)8a?Pf_>J1}n z(2(*yN*-(TZjdY_@Qdun?*`=nD9j>)PotYosJ+Mu*9|gO$7Rod2<0Rvv_6>USE@{G zL;f(iYxB9Acl+iu-gn+@jdw$hWF4O}scq?2-o?I>@_6ItuxqZ~SC$?amdQPtVbRjFqFcUEn6p*{pJj_GvS>(d((UhxL6jrJEtw~zFx@6MnoDIqwyFR$^b=h5ZxR{B` z5;#W;(PR*0;odQ}3*VUhcA@b|w#=y5!nl0#IAua<-XMO0N*EP8-LDdJ`JQX0mY#(` zdp7Pd?qg0<@#)qZ8dJ^|tfIbBSz4RhPU)5Y>D*(>^fwowyqfM(V|&gO_s6%&K3D8b z{ckS_0COzkSnB(;#fim=u_(_{`ywuT{~g#7XXey8&`e1xR@?)c=~b zFK4jXeZOu0nDl&?=W>?ONRSofsClYYSk$~kDy_P#-G6>`v0`Z=aE5P5^-j$;YZ8ss zi(}K5B*2~XOA;U&Iy!%gGcv%?86*MtQWGU1P;j7NOS@i7TY(_Gr4$6|8W5x_3PF$_ z13^0d6HEfsEI~}41~DCN31a#ri0Qvsnyo95i3#WIVjy6}b6KoO*1G7Hgt{cnB;g2g z@*X3U4fnC@7$uotPot@D#n(W@#sc*43ZwyH_dpL^u!lO>!v~lK(BCVSVZ$X+=KmaS z)exp@J|`S;pi}(z{n-6yLCgoGE!ZV48kGIPS%6qKp&S4X?#zlNmnfFu1NIV_rVfNN$@eIsKrK;r*K4h1W zWJ>UArJh9D(a(@X33i2T|K}Cx2*U>e8JFT#@W_sLpelN|`cT|GyYcefT%+MSHhVi+62)v&(PE;F zcrA0kXz}QB30^dh$6L7uX`IoCODsm>kNq(u_U$)d6Pr-VCi~b3@%^+G1wdp zV(=(8Bk&!#S2_;v$<5`O=9Lr=a{1jIL);#3RT?B=52#w?jcCC`f(?fO2s? zlBn8*b>M!f3EZ2;0l|-gg-+o29~j~D1W1I3M4FH&8WQnCA~i@94T(gdpdai}0te~9jn0#vCd1Go8a{;CGY55XRE1B>AVmcypzs+~a=m_>bmb_zK$m#esqT_+#3^$5 zUTjAJ%c1L-K1o`0f_jyvc{0VJCw!+7${lE;##gLIE#vn)ig+8aVec2jZM}~96ZD&= z@IiP=E77`bxSwUqhUw2EEnIWzu-ix;GuH7S9(h*RV5k6{tQ79WS~AdrewF7gGTM{m zU}46eE1=F7do#~gf*+%z1Op+0CujTbUo=%Ih#Q{six+vr%V&=EF!C_0*Qih4IZoFI zx*3x#-SMIasaAFDgO&yZ0z3{q+6+dh_t0@*^l;(=0b#jQ{4ai}sL05EGQ(e_Ruu=< z?>p4kc7D4FsLVQ{A2JXJuByLkO>HUEVv*xxi|EAcQo+1 z%1f5)g$8M1P0w%_&5k9$XLe5qMJSWf{Lk!m8KG?X{zcdi0%5;a8HD{o{$IoX`EOyL zJ_3Y&c>68v#}@n)_DO`?nksckhQOQ+`QO97)eaE$gF)C|{ucJ>j8HE89$*kN$RL8? zAUI;-#NB`b6W3G)PF#6yIB^*xz{GVCfM7`soaJE%I1Ykw2v`G|eI01q~5wHQmOoGhB z2qq(xsPN=KPjAH1hHAeyWv}MX%(_KUQLJO`EE%CjEeEC_)a*{5w!tsE+_~vMVHgn_ zsSF%SwLHLhdi}If`S{DxHgo&(@mlX53!iM?()rB8AMMdCRO_}gzDu#V1s8`)5=|35 z0i?^rbA)}w_|MD1!JxT+Ba`D^Wh?Ae;;fQ6F@8+6ih}E{^2h2GZKuQPO%1WW%hFX! z=8GI=eLKiiFp)6E{LHp2ATq<&C+yR2QoZD>Q$h=q;KX4zNnQGQ%&!;8*(pWz;AkO9 zwi0irdnF20kEz5P><1UuTJeMQ&PA4=@WGTN95Lt*+#)s^g1x>f4SVz+4%N zP>07AS!2jiL~^!TFF1y1-g2a=FLT-`{*C_ZW%V%YZj2mTF*uJ%a=&y-M{ZFsABFGT z?R`nI=`lEl=zWY4S-$trCltClq=V6E8BXBj;$CdHwM9H$ctkRSVqI%oM14P2(lPZcWdyakb^$I8pG*82xezQT^S;&{uN?2CfGID91rCjkTG4Qg$lFG)sQ;e3K7B#

    rY>$;dAs=pVd_ob9QX1Q-c-h$@97R=2OioBl6uw7#N(ZbO$IF(GsBZ?geK5j zulw&d6SYa&0vW*c&FQu}B;bo)3MD&C)=C*@3Z~D0r0M?(o$OO>mKO7{yh6^usk~f{xkAP~?S>EAq1Rm7h+RoB4;c#D z8iQmG#gShN-qw40&;f(}SVaf5-bVtaQ09q6EQA5go@-(A7;$wl$ejJraR1N@NUAMk zV-wmZwgGh8XI<%+j$PCT#9X;tm9D_3A>;Z4?2)nh%47S6&DLQVNAPiOV=Dx}(O!nkCsrfQ;E-4?5VslAYZ zF~)uz-NXo*<-RoMi^xV++UAj>YjM4~ly;Y4TQ(~-?{h&#zB%xWb=qryV5U(#)8fqD+D*7gu^X-7 zevzoRYz6)k^8LACuD$ja2Nk^wHx&CgCQuHrecZ##WITroH0~^V~6ppf(I>Ida8S`QwWxWF5Z0R zE7aQO?{tmFdD(pFrzZUG-}f?nm8BzO!ol8=Fsb7+CN;mLVO4f)N@K0u-US?8amgG> zrkg)7?^XCKst=CJFgF^*>;>voIxGP5o8b2IA6xEGJVcvLv;>AKo&~E zOm?n&k@ZQAs%e^eeZVB8aglilo8jrRKL1>5)lLU?s~8rE-Op@fTKB1#wU!y=(~|S_ z*L$*9=DB+qPO`CCymR-kiweuNEAqX1DyT*yz*>KD2kSN=lu+%*B`jg*s|2o@JI@GopZKo8VA= zFiX7$vzO#G_(}>}n_i3WnE5lWSM+7oZ&zuUEBl`5>+_8X;kT5sCXA#@u#KeeNmxIS zqtAA)F%$DlLw~EYAij}+k{)^(lil1C-SB?Ezd0Y5o3L0FBQvr1FrUv@c+oS9^fqI= zN%M+A&Nu@`A#de!Sia!%3{OBA$62;`@_Tj?A*y2 ztOgFYAN@CypElyU)CRX-+~#nVI`MHG_st%46lir4WW1pHPBJb;6+LrVTQw{0(|m{@ zKK{VS_6sLWGfR zfo@MRtDiX}fvlqb7WlvcXNv*qjUwuKBZRWxD~82n_4*(v-qZH8?;@Ftcfq{Dr+`BXXM-9pxxG*Xsuk6 z*mf%|YIprm;_mtfkx}ywuLYGDDrA`R9+W-x(NY1rgkr#a>y8cChwkF0Y<0M5s)kw% z6{pd23sYjhr4LxlxAcMWU!@Ni%zuzRFnvoOnEoMs;P{e0{AAl-tk}f?-PNZG7R{{-V`-CPo$X4;}p?_KU>-JNR}iSPe*p zOxhpDQKPE*(?tC@RYOetqn)`C&!|DqL?P=W0~mSwz5PAq97e zE)hgb15U*%ZB-z#4NAO6z()~q6aWjC1Bd=&b@LQLCH931XaK0dN{xaVeCOLJ2Aubo zD))OIKeGHO2(|*G>O)k^LsVlYGJyR+knyZ$t_el}SS=DRse^HFNr@m!>IX0@1pho} z00x5wU>pSZsl!31Ak2uF05h=AszMhb^XjnnBH*vgV3%Qs7Fq?HAQnQ@SY;MOz{tvW zLbfDiXA?!3H4reeIdULsAbVfmS1_{jfX<=-cI0ic9Qyg@P62hznb)M7S13bvb7^<0jA6*07 z?Tz6C)`(uGhVE*JvjSjg)F!g=bIo(WDLn|78-f+laO<~+)|kBrO_v@AH!T8O8vdFv zPCV8I9(>OQP4^4<3Iv-WY3|Fr#@u%EcD&6$PXw82Cx|2^S literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/allocation/ORDER.json b/research/rank7-restore-carrier-skips/allocation/ORDER.json new file mode 100644 index 0000000000..7409c4df10 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/ORDER.json @@ -0,0 +1 @@ +[[0,0],[0,37],[0,1],[0,38],[0,2],[0,39],[0,3],[0,40],[0,4],[0,41],[1,0],[1,37],[0,5],[0,42],[1,1],[1,38],[0,6],[0,43],[1,2],[1,39],[0,7],[0,44],[1,3],[1,40],[0,8],[0,45],[1,4],[1,41],[0,9],[0,46],[2,0],[2,37],[1,5],[1,42],[0,10],[0,47],[2,1],[2,38],[1,6],[1,43],[0,11],[0,48],[2,2],[2,39],[1,7],[1,44],[0,12],[0,49],[2,3],[2,40],[1,8],[1,45],[0,13],[0,50],[2,4],[2,41],[1,9],[1,46],[3,0],[3,37],[0,14],[0,51],[2,5],[2,42],[1,10],[1,47],[3,1],[3,38],[0,15],[0,52],[2,6],[2,43],[1,11],[1,48],[3,2],[3,39],[0,16],[0,53],[2,7],[2,44],[1,12],[1,49],[3,3],[3,40],[0,17],[0,54],[2,8],[2,45],[1,13],[1,50],[3,4],[3,41],[0,18],[0,55],[2,9],[2,46],[4,0],[4,37],[1,14],[1,51],[3,5],[3,42],[0,19],[0,56],[2,10],[2,47],[4,1],[4,38],[1,15],[1,52],[3,6],[3,43],[0,20],[0,57],[2,11],[2,48],[4,2],[4,39],[1,16],[1,53],[3,7],[3,44],[0,21],[0,58],[2,12],[2,49],[4,3],[4,40],[1,17],[1,54],[3,8],[3,45],[0,22],[0,59],[2,13],[2,50],[4,4],[4,41],[1,18],[1,55],[3,9],[3,46],[0,23],[0,60],[5,0],[5,37],[2,14],[2,51],[4,5],[4,42],[1,19],[1,56],[3,10],[3,47],[0,24],[0,61],[5,1],[5,38],[2,15],[2,52],[4,6],[4,43],[1,20],[1,57],[3,11],[3,48],[0,25],[0,62],[5,2],[5,39],[2,16],[2,53],[4,7],[4,44],[1,21],[1,58],[3,12],[3,49],[0,26],[0,63],[5,3],[5,40],[2,17],[2,54],[4,8],[4,45],[1,22],[1,59],[3,13],[3,50],[0,27],[0,64],[5,4],[5,41],[2,18],[2,55],[4,9],[4,46],[1,23],[1,60],[6,0],[6,37],[3,14],[3,51],[0,28],[0,65],[5,5],[5,42],[2,19],[2,56],[4,10],[4,47],[1,24],[1,61],[6,1],[6,38],[3,15],[3,52],[0,29],[0,66],[5,6],[5,43],[2,20],[2,57],[4,11],[4,48],[1,25],[1,62],[6,2],[6,39],[3,16],[3,53],[0,30],[0,67],[5,7],[5,44],[2,21],[2,58],[4,12],[4,49],[1,26],[1,63],[6,3],[6,40],[3,17],[3,54],[0,31],[0,68],[5,8],[5,45],[2,22],[2,59],[4,13],[4,50],[1,27],[1,64],[6,4],[6,41],[3,18],[3,55],[0,32],[0,69],[5,9],[5,46],[2,23],[2,60],[7,0],[7,37],[4,14],[4,51],[1,28],[1,65],[6,5],[6,42],[3,19],[3,56],[0,33],[0,70],[5,10],[5,47],[2,24],[2,61],[7,1],[7,38],[4,15],[4,52],[1,29],[1,66],[6,6],[6,43],[3,20],[3,57],[0,34],[0,71],[5,11],[5,48],[2,25],[2,62],[7,2],[7,39],[4,16],[4,53],[1,30],[1,67],[6,7],[6,44],[3,21],[3,58],[0,35],[0,72],[5,12],[5,49],[2,26],[2,63],[7,3],[7,40],[4,17],[4,54],[1,31],[1,68],[6,8],[6,45],[3,22],[3,59],[0,36],[0,73],[5,13],[5,50],[2,27],[2,64],[7,4],[7,41],[4,18],[4,55],[1,32],[1,69],[6,9],[6,46],[3,23],[3,60],[8,0],[8,37],[5,14],[5,51],[2,28],[2,65],[7,5],[7,42],[4,19],[4,56],[1,33],[1,70],[6,10],[6,47],[3,24],[3,61],[8,1],[8,38],[5,15],[5,52],[2,29],[2,66],[7,6],[7,43],[4,20],[4,57],[1,34],[1,71],[6,11],[6,48],[3,25],[3,62],[8,2],[8,39],[5,16],[5,53],[2,30],[2,67],[7,7],[7,44],[4,21],[4,58],[1,35],[1,72],[6,12],[6,49],[3,26],[3,63],[8,3],[8,40],[5,17],[5,54],[2,31],[2,68],[7,8],[7,45],[4,22],[4,59],[1,36],[1,73],[6,13],[6,50],[3,27],[3,64],[8,4],[8,41],[5,18],[5,55],[2,32],[2,69],[7,9],[7,46],[4,23],[4,60],[6,14],[6,51],[3,28],[3,65],[8,5],[8,42],[5,19],[5,56],[2,33],[2,70],[7,10],[7,47],[4,24],[4,61],[6,15],[6,52],[3,29],[3,66],[8,6],[8,43],[5,20],[5,57],[2,34],[2,71],[7,11],[7,48],[4,25],[4,62],[6,16],[6,53],[3,30],[3,67],[8,7],[8,44],[5,21],[5,58],[2,35],[2,72],[7,12],[7,49],[4,26],[4,63],[6,17],[6,54],[3,31],[3,68],[8,8],[8,45],[5,22],[5,59],[2,36],[2,73],[7,13],[7,50],[4,27],[4,64],[6,18],[6,55],[3,32],[3,69],[8,9],[8,46],[5,23],[5,60],[7,14],[7,51],[4,28],[4,65],[6,19],[6,56],[3,33],[3,70],[8,10],[8,47],[5,24],[5,61],[7,15],[7,52],[4,29],[4,66],[6,20],[6,57],[3,34],[3,71],[8,11],[8,48],[5,25],[5,62],[7,16],[7,53],[4,30],[4,67],[6,21],[6,58],[3,35],[3,72],[8,12],[8,49],[5,26],[5,63],[7,17],[7,54],[4,31],[4,68],[6,22],[6,59],[3,36],[3,73],[8,13],[8,50],[5,27],[5,64],[7,18],[7,55],[4,32],[4,69],[6,23],[6,60],[8,14],[8,51],[5,28],[5,65],[7,19],[7,56],[4,33],[4,70],[6,24],[6,61],[8,15],[8,52],[5,29],[5,66],[7,20],[7,57],[4,34],[4,71],[6,25],[6,62],[8,16],[8,53],[5,30],[5,67],[7,21],[7,58],[4,35],[4,72],[6,26],[6,63],[8,17],[8,54],[5,31],[5,68],[7,22],[7,59],[4,36],[4,73],[6,27],[6,64],[8,18],[8,55],[5,32],[5,69],[7,23],[7,60],[6,28],[6,65],[8,19],[8,56],[5,33],[5,70],[7,24],[7,61],[6,29],[6,66],[8,20],[8,57],[5,34],[5,71],[7,25],[7,62],[6,30],[6,67],[8,21],[8,58],[5,35],[5,72],[7,26],[7,63],[6,31],[6,68],[8,22],[8,59],[5,36],[5,73],[7,27],[7,64],[6,32],[6,69],[8,23],[8,60],[7,28],[7,65],[6,33],[6,70],[8,24],[8,61],[7,29],[7,66],[6,34],[6,71],[8,25],[8,62],[7,30],[7,67],[6,35],[6,72],[8,26],[8,63],[7,31],[7,68],[6,36],[6,73],[8,27],[8,64],[7,32],[7,69],[8,28],[8,65],[7,33],[7,70],[8,29],[8,66],[7,34],[7,71],[8,30],[8,67],[7,35],[7,72],[8,31],[8,68],[7,36],[7,73],[8,32],[8,69],[8,33],[8,70],[8,34],[8,71],[8,35],[8,72],[8,36],[8,73]] \ No newline at end of file diff --git a/research/rank7-restore-carrier-skips/allocation/PROFILE.json b/research/rank7-restore-carrier-skips/allocation/PROFILE.json new file mode 100644 index 0000000000..03cdf8fa94 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/PROFILE.json @@ -0,0 +1,9 @@ +{ + "1": 1637688, + "2": 474192, + "3": 159468, + "4": 71928, + "48": 28190, + "5": 13716, + "8": 5328 +} diff --git a/research/rank7-restore-carrier-skips/allocation/PROVIDERS.json b/research/rank7-restore-carrier-skips/allocation/PROVIDERS.json new file mode 100644 index 0000000000..c0575e3903 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/PROVIDERS.json @@ -0,0 +1,842 @@ +{ + "extra": { + "actual_paid_profile": { + "1": 2433, + "2": 712, + "3": 232, + "4": 108, + "5": 18, + "8": 8 + }, + "widths": [ + 9, + 9, + 8, + 9, + 8, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 7, + 9, + 7, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 7, + 9, + 7, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 7, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 4, + 9, + 4, + 9, + 8, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 4, + 9, + 4, + 9, + 8, + 9, + 9, + 4, + 7, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 8, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 6, + 6, + 6, + 6, + 6, + 6, + 6, + 6, + 9, + 8, + 8, + 9, + 8, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 8, + 7, + 7, + 7, + 7, + 8, + 9, + 8, + 9, + 6, + 6, + 7, + 7, + 7, + 7, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 8, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 6, + 6, + 8, + 8, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 7, + 6, + 6, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 7, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 8, + 7, + 7, + 6, + 6, + 9, + 8, + 9, + 8, + 8, + 8, + 8, + 8, + 7, + 7, + 9, + 8, + 9, + 8, + 7, + 7, + 7, + 7, + 8, + 8, + 8, + 8, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 5, + 5, + 8, + 8, + 8, + 8 + ] + }, + "gauge44": { + "actual_paid_profile": { + "1": 2433, + "2": 712, + "3": 232, + "4": 108, + "5": 18, + "8": 8 + }, + "widths": [ + 9, + 9, + 8, + 9, + 8, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 7, + 9, + 7, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 7, + 9, + 7, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 7, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 4, + 9, + 4, + 9, + 8, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 4, + 9, + 4, + 9, + 8, + 9, + 9, + 4, + 7, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 8, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 9, + 9, + 9, + 9, + 9, + 9, + 4, + 9, + 4, + 9, + 4, + 9, + 9, + 9, + 9, + 4, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 6, + 6, + 6, + 6, + 6, + 6, + 6, + 6, + 9, + 8, + 8, + 9, + 8, + 9, + 8, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 9, + 8, + 8, + 7, + 7, + 7, + 7, + 8, + 9, + 8, + 9, + 6, + 6, + 7, + 7, + 7, + 7, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 8, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 6, + 6, + 8, + 8, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 7, + 6, + 6, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 7, + 8, + 8, + 9, + 9, + 9, + 9, + 8, + 8, + 8, + 8, + 7, + 7, + 6, + 6, + 9, + 8, + 9, + 8, + 8, + 8, + 8, + 8, + 7, + 7, + 9, + 8, + 9, + 8, + 7, + 7, + 7, + 7, + 8, + 8, + 8, + 8, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 7, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 8, + 5, + 5, + 8, + 8, + 8, + 8 + ] + } +} diff --git a/research/rank7-restore-carrier-skips/allocation/SEARCH.json b/research/rank7-restore-carrier-skips/allocation/SEARCH.json new file mode 100644 index 0000000000..cf0a2e7ca4 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/SEARCH.json @@ -0,0 +1,46 @@ +{ + "calls": 666, + "catalogue": null, + "chronology": "pr2917-t74", + "gap_to_relaxation_cap_float": 1.7822290026637266e-09, + "headline": "0.0017290339826465135177169999999999999999999998999999999999999999999999", + "idle_histogram": { + "1": 17310, + "3": 4956, + "48": 28190, + "5": 1728 + }, + "kappa_root_bracket": [ + "691613593058605407087/400000000000000000000000", + "2161292478308141897147/1250000000000000000000000" + ], + "kappa_root_lower_decimal": "0.0017290339826465135177175", + "lineage": "PR2917 (mason-hale) chronology/engine; PR2930/PR2942 fills; r14 lane A words; PR2857 flow model and realization; PR2839 owner engine; lane C r12 relax/root/fill tools; r13/r14 lane C1.", + "moment_auditor": "PASS_SEPARATE_EXACT_RATIONAL_FRONTIER_MOMENT", + "note": "L27R words; T37 fixed-target CP-SAT flow on an OPTIMAL-FACE integer mix of the relaxation (T37 all-pattern milp mix moved by 1063 cost-free face moves [7,8,8,9]@32+[7,9]@16 -> [8,8]@16+[7,7,9,9]@32 so that >= 1536 width-7 roles sit in cap-32 bins, the interval Hall condition of the chronology), seed 1, first flow 152.6 s, doubled onto PR2917 T74 order.", + "order_and_dispatch_unchanged_vs_PR2917": true, + "pattern_mix": null, + "physical": 66813, + "profile": { + "1": 1645680, + "2": 470196, + "3": 159468, + "4": 71928, + "48": 28190, + "5": 13716, + "8": 5328 + }, + "relaxation_cap_bracket": [ + "432258941218879045361/250000000000000000000000", + "17290357648755161814441/10000000000000000000000000" + ], + "replicas": 74, + "roles": 271728, + "seed": null, + "solver": "DOUBLED_FROM_T37_FILL S/r13/agents/C1-fill-flow/out/L27R/t37-faceB-s1", + "status": "C1_FLOW_ROUTE_LITERAL_FILL_L27R_V2", + "words_sha256": { + "base": "abaf67bfcb257528658c906b612f57025617592bd7889828f92b97a5f4f4300d", + "extra": "e0eaf64c4d5d324693d43889bce1b9e53e8da00402105c8c978fd102f208bed7" + } +} diff --git a/research/rank7-restore-carrier-skips/allocation/baseline/CLAIM.json b/research/rank7-restore-carrier-skips/allocation/baseline/CLAIM.json new file mode 100644 index 0000000000..beee83c926 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/baseline/CLAIM.json @@ -0,0 +1,47 @@ +{ + "status": "FINITE_NATIVE_OWNER_AND_MOMENT_CANDIDATE_OUTER_PENDING", + "kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "meaning": "Proposed conservative candidate, not a completed outer release or established full multiplication exponent.", + "complex_lower": "43100880618702621963763/25000000000000000000000000", + "complex_upper": "172403522474810487855053/100000000000000000000000000", + "source_manifest_sha256": "1e25927e0f1b4a088819e42d59fcf7909298a3e9bb7d52f3e435f11401a84003", + "comparison_PR": 2957, + "comparison_claim_sha256": "a93e6c9e94bc9bf5664b5e23506dda9647fad1930e1eede66d5ba9f3718b598a", + "T": 370, + "calls": 3330, + "roles": 1358640, + "private_buffers": 86, + "physical": 332024, + "mechanism_ablations": { + "fourteen_rewrites": { + "fraction_lower_decimal": "0.79329087748352472282357491773049727655241063024122181557333981920688412078398566", + "fraction_of_total_gain_lower": "121795400525535764056/153531830483031419353", + "gain_lower": "15224425065691970507/12500000000000000000000000", + "gain_lower_decimal": "0.00000121795400525535764056", + "gain_upper": "60897700262767882029/50000000000000000000000000", + "passes_ten_percent": true + }, + "normal45": { + "fraction_lower_decimal": "0.20699921076094537100997080710207532816087440295950088015563825482943375470815860", + "fraction_of_total_gain_lower": "31780967736670757920/153531830483031419353", + "gain_lower": "198631048354192237/625000000000000000000000", + "gain_lower_decimal": "3.178096773667075792E-7", + "gain_upper": "15890483868335378961/50000000000000000000000000", + "passes_ten_percent": true + } + }, + "completed": [ + "exact word and frame audits", + "two fresh native and Clifford phase chains", + "four complete literal owner assignments", + "two independent directed moment engines", + "36 corruption controls", + "informal mathematical and source reviews" + ], + "pending": [ + "complete recursive discovery", + "full physical/prefix invoice and modern outer release" + ], + "novelty": "New checked composition of credited existing mechanisms, not two newly invented general methods.", + "inherited_hypotheses_remain": true +} diff --git a/research/rank7-restore-carrier-skips/allocation/baseline/ORDER.json b/research/rank7-restore-carrier-skips/allocation/baseline/ORDER.json new file mode 100644 index 0000000000..b1629ba981 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/baseline/ORDER.json @@ -0,0 +1 @@ +[[0,0],[0,74],[0,148],[0,222],[0,296],[0,37],[0,111],[0,185],[0,259],[0,333],[0,1],[0,75],[0,149],[0,223],[0,297],[0,38],[0,112],[0,186],[0,260],[0,334],[0,2],[0,76],[0,150],[0,224],[0,298],[0,39],[0,113],[0,187],[0,261],[0,335],[0,3],[0,77],[0,151],[0,225],[0,299],[0,40],[0,114],[0,188],[0,262],[0,336],[0,4],[0,78],[0,152],[0,226],[0,300],[0,41],[0,115],[0,189],[0,263],[0,337],[1,0],[1,74],[1,148],[1,222],[1,296],[1,37],[1,111],[1,185],[1,259],[1,333],[0,5],[0,79],[0,153],[0,227],[0,301],[0,42],[0,116],[0,190],[0,264],[0,338],[1,1],[1,75],[1,149],[1,223],[1,297],[1,38],[1,112],[1,186],[1,260],[1,334],[0,6],[0,80],[0,154],[0,228],[0,302],[0,43],[0,117],[0,191],[0,265],[0,339],[1,2],[1,76],[1,150],[1,224],[1,298],[1,39],[1,113],[1,187],[1,261],[1,335],[0,7],[0,81],[0,155],[0,229],[0,303],[0,44],[0,118],[0,192],[0,266],[0,340],[1,3],[1,77],[1,151],[1,225],[1,299],[1,40],[1,114],[1,188],[1,262],[1,336],[0,8],[0,82],[0,156],[0,230],[0,304],[0,45],[0,119],[0,193],[0,267],[0,341],[1,4],[1,78],[1,152],[1,226],[1,300],[1,41],[1,115],[1,189],[1,263],[1,337],[0,9],[0,83],[0,157],[0,231],[0,305],[0,46],[0,120],[0,194],[0,268],[0,342],[2,0],[2,74],[2,148],[2,222],[2,296],[2,37],[2,111],[2,185],[2,259],[2,333],[1,5],[1,79],[1,153],[1,227],[1,301],[1,42],[1,116],[1,190],[1,264],[1,338],[0,10],[0,84],[0,158],[0,232],[0,306],[0,47],[0,121],[0,195],[0,269],[0,343],[2,1],[2,75],[2,149],[2,223],[2,297],[2,38],[2,112],[2,186],[2,260],[2,334],[1,6],[1,80],[1,154],[1,228],[1,302],[1,43],[1,117],[1,191],[1,265],[1,339],[0,11],[0,85],[0,159],[0,233],[0,307],[0,48],[0,122],[0,196],[0,270],[0,344],[2,2],[2,76],[2,150],[2,224],[2,298],[2,39],[2,113],[2,187],[2,261],[2,335],[1,7],[1,81],[1,155],[1,229],[1,303],[1,44],[1,118],[1,192],[1,266],[1,340],[0,12],[0,86],[0,160],[0,234],[0,308],[0,49],[0,123],[0,197],[0,271],[0,345],[2,3],[2,77],[2,151],[2,225],[2,299],[2,40],[2,114],[2,188],[2,262],[2,336],[1,8],[1,82],[1,156],[1,230],[1,304],[1,45],[1,119],[1,193],[1,267],[1,341],[0,13],[0,87],[0,161],[0,235],[0,309],[0,50],[0,124],[0,198],[0,272],[0,346],[2,4],[2,78],[2,152],[2,226],[2,300],[2,41],[2,115],[2,189],[2,263],[2,337],[1,9],[1,83],[1,157],[1,231],[1,305],[1,46],[1,120],[1,194],[1,268],[1,342],[3,0],[3,74],[3,148],[3,222],[3,296],[3,37],[3,111],[3,185],[3,259],[3,333],[0,14],[0,88],[0,162],[0,236],[0,310],[0,51],[0,125],[0,199],[0,273],[0,347],[2,5],[2,79],[2,153],[2,227],[2,301],[2,42],[2,116],[2,190],[2,264],[2,338],[1,10],[1,84],[1,158],[1,232],[1,306],[1,47],[1,121],[1,195],[1,269],[1,343],[3,1],[3,75],[3,149],[3,223],[3,297],[3,38],[3,112],[3,186],[3,260],[3,334],[0,15],[0,89],[0,163],[0,237],[0,311],[0,52],[0,126],[0,200],[0,274],[0,348],[2,6],[2,80],[2,154],[2,228],[2,302],[2,43],[2,117],[2,191],[2,265],[2,339],[1,11],[1,85],[1,159],[1,233],[1,307],[1,48],[1,122],[1,196],[1,270],[1,344],[3,2],[3,76],[3,150],[3,224],[3,298],[3,39],[3,113],[3,187],[3,261],[3,335],[0,16],[0,90],[0,164],[0,238],[0,312],[0,53],[0,127],[0,201],[0,275],[0,349],[2,7],[2,81],[2,155],[2,229],[2,303],[2,44],[2,118],[2,192],[2,266],[2,340],[1,12],[1,86],[1,160],[1,234],[1,308],[1,49],[1,123],[1,197],[1,271],[1,345],[3,3],[3,77],[3,151],[3,225],[3,299],[3,40],[3,114],[3,188],[3,262],[3,336],[0,17],[0,91],[0,165],[0,239],[0,313],[0,54],[0,128],[0,202],[0,276],[0,350],[2,8],[2,82],[2,156],[2,230],[2,304],[2,45],[2,119],[2,193],[2,267],[2,341],[1,13],[1,87],[1,161],[1,235],[1,309],[1,50],[1,124],[1,198],[1,272],[1,346],[3,4],[3,78],[3,152],[3,226],[3,300],[3,41],[3,115],[3,189],[3,263],[3,337],[0,18],[0,92],[0,166],[0,240],[0,314],[0,55],[0,129],[0,203],[0,277],[0,351],[2,9],[2,83],[2,157],[2,231],[2,305],[2,46],[2,120],[2,194],[2,268],[2,342],[4,0],[4,74],[4,148],[4,222],[4,296],[4,37],[4,111],[4,185],[4,259],[4,333],[1,14],[1,88],[1,162],[1,236],[1,310],[1,51],[1,125],[1,199],[1,273],[1,347],[3,5],[3,79],[3,153],[3,227],[3,301],[3,42],[3,116],[3,190],[3,264],[3,338],[0,19],[0,93],[0,167],[0,241],[0,315],[0,56],[0,130],[0,204],[0,278],[0,352],[2,10],[2,84],[2,158],[2,232],[2,306],[2,47],[2,121],[2,195],[2,269],[2,343],[4,1],[4,75],[4,149],[4,223],[4,297],[4,38],[4,112],[4,186],[4,260],[4,334],[1,15],[1,89],[1,163],[1,237],[1,311],[1,52],[1,126],[1,200],[1,274],[1,348],[3,6],[3,80],[3,154],[3,228],[3,302],[3,43],[3,117],[3,191],[3,265],[3,339],[0,20],[0,94],[0,168],[0,242],[0,316],[0,57],[0,131],[0,205],[0,279],[0,353],[2,11],[2,85],[2,159],[2,233],[2,307],[2,48],[2,122],[2,196],[2,270],[2,344],[4,2],[4,76],[4,150],[4,224],[4,298],[4,39],[4,113],[4,187],[4,261],[4,335],[1,16],[1,90],[1,164],[1,238],[1,312],[1,53],[1,127],[1,201],[1,275],[1,349],[3,7],[3,81],[3,155],[3,229],[3,303],[3,44],[3,118],[3,192],[3,266],[3,340],[0,21],[0,95],[0,169],[0,243],[0,317],[0,58],[0,132],[0,206],[0,280],[0,354],[2,12],[2,86],[2,160],[2,234],[2,308],[2,49],[2,123],[2,197],[2,271],[2,345],[4,3],[4,77],[4,151],[4,225],[4,299],[4,40],[4,114],[4,188],[4,262],[4,336],[1,17],[1,91],[1,165],[1,239],[1,313],[1,54],[1,128],[1,202],[1,276],[1,350],[3,8],[3,82],[3,156],[3,230],[3,304],[3,45],[3,119],[3,193],[3,267],[3,341],[0,22],[0,96],[0,170],[0,244],[0,318],[0,59],[0,133],[0,207],[0,281],[0,355],[2,13],[2,87],[2,161],[2,235],[2,309],[2,50],[2,124],[2,198],[2,272],[2,346],[4,4],[4,78],[4,152],[4,226],[4,300],[4,41],[4,115],[4,189],[4,263],[4,337],[1,18],[1,92],[1,166],[1,240],[1,314],[1,55],[1,129],[1,203],[1,277],[1,351],[3,9],[3,83],[3,157],[3,231],[3,305],[3,46],[3,120],[3,194],[3,268],[3,342],[0,23],[0,97],[0,171],[0,245],[0,319],[0,60],[0,134],[0,208],[0,282],[0,356],[5,0],[5,74],[5,148],[5,222],[5,296],[5,37],[5,111],[5,185],[5,259],[5,333],[2,14],[2,88],[2,162],[2,236],[2,310],[2,51],[2,125],[2,199],[2,273],[2,347],[4,5],[4,79],[4,153],[4,227],[4,301],[4,42],[4,116],[4,190],[4,264],[4,338],[1,19],[1,93],[1,167],[1,241],[1,315],[1,56],[1,130],[1,204],[1,278],[1,352],[3,10],[3,84],[3,158],[3,232],[3,306],[3,47],[3,121],[3,195],[3,269],[3,343],[0,24],[0,98],[0,172],[0,246],[0,320],[0,61],[0,135],[0,209],[0,283],[0,357],[5,1],[5,75],[5,149],[5,223],[5,297],[5,38],[5,112],[5,186],[5,260],[5,334],[2,15],[2,89],[2,163],[2,237],[2,311],[2,52],[2,126],[2,200],[2,274],[2,348],[4,6],[4,80],[4,154],[4,228],[4,302],[4,43],[4,117],[4,191],[4,265],[4,339],[1,20],[1,94],[1,168],[1,242],[1,316],[1,57],[1,131],[1,205],[1,279],[1,353],[3,11],[3,85],[3,159],[3,233],[3,307],[3,48],[3,122],[3,196],[3,270],[3,344],[0,25],[0,99],[0,173],[0,247],[0,321],[0,62],[0,136],[0,210],[0,284],[0,358],[5,2],[5,76],[5,150],[5,224],[5,298],[5,39],[5,113],[5,187],[5,261],[5,335],[2,16],[2,90],[2,164],[2,238],[2,312],[2,53],[2,127],[2,201],[2,275],[2,349],[4,7],[4,81],[4,155],[4,229],[4,303],[4,44],[4,118],[4,192],[4,266],[4,340],[1,21],[1,95],[1,169],[1,243],[1,317],[1,58],[1,132],[1,206],[1,280],[1,354],[3,12],[3,86],[3,160],[3,234],[3,308],[3,49],[3,123],[3,197],[3,271],[3,345],[0,26],[0,100],[0,174],[0,248],[0,322],[0,63],[0,137],[0,211],[0,285],[0,359],[5,3],[5,77],[5,151],[5,225],[5,299],[5,40],[5,114],[5,188],[5,262],[5,336],[2,17],[2,91],[2,165],[2,239],[2,313],[2,54],[2,128],[2,202],[2,276],[2,350],[4,8],[4,82],[4,156],[4,230],[4,304],[4,45],[4,119],[4,193],[4,267],[4,341],[1,22],[1,96],[1,170],[1,244],[1,318],[1,59],[1,133],[1,207],[1,281],[1,355],[3,13],[3,87],[3,161],[3,235],[3,309],[3,50],[3,124],[3,198],[3,272],[3,346],[0,27],[0,101],[0,175],[0,249],[0,323],[0,64],[0,138],[0,212],[0,286],[0,360],[5,4],[5,78],[5,152],[5,226],[5,300],[5,41],[5,115],[5,189],[5,263],[5,337],[2,18],[2,92],[2,166],[2,240],[2,314],[2,55],[2,129],[2,203],[2,277],[2,351],[4,9],[4,83],[4,157],[4,231],[4,305],[4,46],[4,120],[4,194],[4,268],[4,342],[1,23],[1,97],[1,171],[1,245],[1,319],[1,60],[1,134],[1,208],[1,282],[1,356],[6,0],[6,74],[6,148],[6,222],[6,296],[6,37],[6,111],[6,185],[6,259],[6,333],[3,14],[3,88],[3,162],[3,236],[3,310],[3,51],[3,125],[3,199],[3,273],[3,347],[0,28],[0,102],[0,176],[0,250],[0,324],[0,65],[0,139],[0,213],[0,287],[0,361],[5,5],[5,79],[5,153],[5,227],[5,301],[5,42],[5,116],[5,190],[5,264],[5,338],[2,19],[2,93],[2,167],[2,241],[2,315],[2,56],[2,130],[2,204],[2,278],[2,352],[4,10],[4,84],[4,158],[4,232],[4,306],[4,47],[4,121],[4,195],[4,269],[4,343],[1,24],[1,98],[1,172],[1,246],[1,320],[1,61],[1,135],[1,209],[1,283],[1,357],[6,1],[6,75],[6,149],[6,223],[6,297],[6,38],[6,112],[6,186],[6,260],[6,334],[3,15],[3,89],[3,163],[3,237],[3,311],[3,52],[3,126],[3,200],[3,274],[3,348],[0,29],[0,103],[0,177],[0,251],[0,325],[0,66],[0,140],[0,214],[0,288],[0,362],[5,6],[5,80],[5,154],[5,228],[5,302],[5,43],[5,117],[5,191],[5,265],[5,339],[2,20],[2,94],[2,168],[2,242],[2,316],[2,57],[2,131],[2,205],[2,279],[2,353],[4,11],[4,85],[4,159],[4,233],[4,307],[4,48],[4,122],[4,196],[4,270],[4,344],[1,25],[1,99],[1,173],[1,247],[1,321],[1,62],[1,136],[1,210],[1,284],[1,358],[6,2],[6,76],[6,150],[6,224],[6,298],[6,39],[6,113],[6,187],[6,261],[6,335],[3,16],[3,90],[3,164],[3,238],[3,312],[3,53],[3,127],[3,201],[3,275],[3,349],[0,30],[0,104],[0,178],[0,252],[0,326],[0,67],[0,141],[0,215],[0,289],[0,363],[5,7],[5,81],[5,155],[5,229],[5,303],[5,44],[5,118],[5,192],[5,266],[5,340],[2,21],[2,95],[2,169],[2,243],[2,317],[2,58],[2,132],[2,206],[2,280],[2,354],[4,12],[4,86],[4,160],[4,234],[4,308],[4,49],[4,123],[4,197],[4,271],[4,345],[1,26],[1,100],[1,174],[1,248],[1,322],[1,63],[1,137],[1,211],[1,285],[1,359],[6,3],[6,77],[6,151],[6,225],[6,299],[6,40],[6,114],[6,188],[6,262],[6,336],[3,17],[3,91],[3,165],[3,239],[3,313],[3,54],[3,128],[3,202],[3,276],[3,350],[0,31],[0,105],[0,179],[0,253],[0,327],[0,68],[0,142],[0,216],[0,290],[0,364],[5,8],[5,82],[5,156],[5,230],[5,304],[5,45],[5,119],[5,193],[5,267],[5,341],[2,22],[2,96],[2,170],[2,244],[2,318],[2,59],[2,133],[2,207],[2,281],[2,355],[4,13],[4,87],[4,161],[4,235],[4,309],[4,50],[4,124],[4,198],[4,272],[4,346],[1,27],[1,101],[1,175],[1,249],[1,323],[1,64],[1,138],[1,212],[1,286],[1,360],[6,4],[6,78],[6,152],[6,226],[6,300],[6,41],[6,115],[6,189],[6,263],[6,337],[3,18],[3,92],[3,166],[3,240],[3,314],[3,55],[3,129],[3,203],[3,277],[3,351],[0,32],[0,106],[0,180],[0,254],[0,328],[0,69],[0,143],[0,217],[0,291],[0,365],[5,9],[5,83],[5,157],[5,231],[5,305],[5,46],[5,120],[5,194],[5,268],[5,342],[2,23],[2,97],[2,171],[2,245],[2,319],[2,60],[2,134],[2,208],[2,282],[2,356],[7,0],[7,74],[7,148],[7,222],[7,296],[7,37],[7,111],[7,185],[7,259],[7,333],[4,14],[4,88],[4,162],[4,236],[4,310],[4,51],[4,125],[4,199],[4,273],[4,347],[1,28],[1,102],[1,176],[1,250],[1,324],[1,65],[1,139],[1,213],[1,287],[1,361],[6,5],[6,79],[6,153],[6,227],[6,301],[6,42],[6,116],[6,190],[6,264],[6,338],[3,19],[3,93],[3,167],[3,241],[3,315],[3,56],[3,130],[3,204],[3,278],[3,352],[0,33],[0,107],[0,181],[0,255],[0,329],[0,70],[0,144],[0,218],[0,292],[0,366],[5,10],[5,84],[5,158],[5,232],[5,306],[5,47],[5,121],[5,195],[5,269],[5,343],[2,24],[2,98],[2,172],[2,246],[2,320],[2,61],[2,135],[2,209],[2,283],[2,357],[7,1],[7,75],[7,149],[7,223],[7,297],[7,38],[7,112],[7,186],[7,260],[7,334],[4,15],[4,89],[4,163],[4,237],[4,311],[4,52],[4,126],[4,200],[4,274],[4,348],[1,29],[1,103],[1,177],[1,251],[1,325],[1,66],[1,140],[1,214],[1,288],[1,362],[6,6],[6,80],[6,154],[6,228],[6,302],[6,43],[6,117],[6,191],[6,265],[6,339],[3,20],[3,94],[3,168],[3,242],[3,316],[3,57],[3,131],[3,205],[3,279],[3,353],[0,34],[0,108],[0,182],[0,256],[0,330],[0,71],[0,145],[0,219],[0,293],[0,367],[5,11],[5,85],[5,159],[5,233],[5,307],[5,48],[5,122],[5,196],[5,270],[5,344],[2,25],[2,99],[2,173],[2,247],[2,321],[2,62],[2,136],[2,210],[2,284],[2,358],[7,2],[7,76],[7,150],[7,224],[7,298],[7,39],[7,113],[7,187],[7,261],[7,335],[4,16],[4,90],[4,164],[4,238],[4,312],[4,53],[4,127],[4,201],[4,275],[4,349],[1,30],[1,104],[1,178],[1,252],[1,326],[1,67],[1,141],[1,215],[1,289],[1,363],[6,7],[6,81],[6,155],[6,229],[6,303],[6,44],[6,118],[6,192],[6,266],[6,340],[3,21],[3,95],[3,169],[3,243],[3,317],[3,58],[3,132],[3,206],[3,280],[3,354],[0,35],[0,109],[0,183],[0,257],[0,331],[0,72],[0,146],[0,220],[0,294],[0,368],[5,12],[5,86],[5,160],[5,234],[5,308],[5,49],[5,123],[5,197],[5,271],[5,345],[2,26],[2,100],[2,174],[2,248],[2,322],[2,63],[2,137],[2,211],[2,285],[2,359],[7,3],[7,77],[7,151],[7,225],[7,299],[7,40],[7,114],[7,188],[7,262],[7,336],[4,17],[4,91],[4,165],[4,239],[4,313],[4,54],[4,128],[4,202],[4,276],[4,350],[1,31],[1,105],[1,179],[1,253],[1,327],[1,68],[1,142],[1,216],[1,290],[1,364],[6,8],[6,82],[6,156],[6,230],[6,304],[6,45],[6,119],[6,193],[6,267],[6,341],[3,22],[3,96],[3,170],[3,244],[3,318],[3,59],[3,133],[3,207],[3,281],[3,355],[0,36],[0,110],[0,184],[0,258],[0,332],[0,73],[0,147],[0,221],[0,295],[0,369],[5,13],[5,87],[5,161],[5,235],[5,309],[5,50],[5,124],[5,198],[5,272],[5,346],[2,27],[2,101],[2,175],[2,249],[2,323],[2,64],[2,138],[2,212],[2,286],[2,360],[7,4],[7,78],[7,152],[7,226],[7,300],[7,41],[7,115],[7,189],[7,263],[7,337],[4,18],[4,92],[4,166],[4,240],[4,314],[4,55],[4,129],[4,203],[4,277],[4,351],[1,32],[1,106],[1,180],[1,254],[1,328],[1,69],[1,143],[1,217],[1,291],[1,365],[6,9],[6,83],[6,157],[6,231],[6,305],[6,46],[6,120],[6,194],[6,268],[6,342],[3,23],[3,97],[3,171],[3,245],[3,319],[3,60],[3,134],[3,208],[3,282],[3,356],[8,0],[8,74],[8,148],[8,222],[8,296],[8,37],[8,111],[8,185],[8,259],[8,333],[5,14],[5,88],[5,162],[5,236],[5,310],[5,51],[5,125],[5,199],[5,273],[5,347],[2,28],[2,102],[2,176],[2,250],[2,324],[2,65],[2,139],[2,213],[2,287],[2,361],[7,5],[7,79],[7,153],[7,227],[7,301],[7,42],[7,116],[7,190],[7,264],[7,338],[4,19],[4,93],[4,167],[4,241],[4,315],[4,56],[4,130],[4,204],[4,278],[4,352],[1,33],[1,107],[1,181],[1,255],[1,329],[1,70],[1,144],[1,218],[1,292],[1,366],[6,10],[6,84],[6,158],[6,232],[6,306],[6,47],[6,121],[6,195],[6,269],[6,343],[3,24],[3,98],[3,172],[3,246],[3,320],[3,61],[3,135],[3,209],[3,283],[3,357],[8,1],[8,75],[8,149],[8,223],[8,297],[8,38],[8,112],[8,186],[8,260],[8,334],[5,15],[5,89],[5,163],[5,237],[5,311],[5,52],[5,126],[5,200],[5,274],[5,348],[2,29],[2,103],[2,177],[2,251],[2,325],[2,66],[2,140],[2,214],[2,288],[2,362],[7,6],[7,80],[7,154],[7,228],[7,302],[7,43],[7,117],[7,191],[7,265],[7,339],[4,20],[4,94],[4,168],[4,242],[4,316],[4,57],[4,131],[4,205],[4,279],[4,353],[1,34],[1,108],[1,182],[1,256],[1,330],[1,71],[1,145],[1,219],[1,293],[1,367],[6,11],[6,85],[6,159],[6,233],[6,307],[6,48],[6,122],[6,196],[6,270],[6,344],[3,25],[3,99],[3,173],[3,247],[3,321],[3,62],[3,136],[3,210],[3,284],[3,358],[8,2],[8,76],[8,150],[8,224],[8,298],[8,39],[8,113],[8,187],[8,261],[8,335],[5,16],[5,90],[5,164],[5,238],[5,312],[5,53],[5,127],[5,201],[5,275],[5,349],[2,30],[2,104],[2,178],[2,252],[2,326],[2,67],[2,141],[2,215],[2,289],[2,363],[7,7],[7,81],[7,155],[7,229],[7,303],[7,44],[7,118],[7,192],[7,266],[7,340],[4,21],[4,95],[4,169],[4,243],[4,317],[4,58],[4,132],[4,206],[4,280],[4,354],[1,35],[1,109],[1,183],[1,257],[1,331],[1,72],[1,146],[1,220],[1,294],[1,368],[6,12],[6,86],[6,160],[6,234],[6,308],[6,49],[6,123],[6,197],[6,271],[6,345],[3,26],[3,100],[3,174],[3,248],[3,322],[3,63],[3,137],[3,211],[3,285],[3,359],[8,3],[8,77],[8,151],[8,225],[8,299],[8,40],[8,114],[8,188],[8,262],[8,336],[5,17],[5,91],[5,165],[5,239],[5,313],[5,54],[5,128],[5,202],[5,276],[5,350],[2,31],[2,105],[2,179],[2,253],[2,327],[2,68],[2,142],[2,216],[2,290],[2,364],[7,8],[7,82],[7,156],[7,230],[7,304],[7,45],[7,119],[7,193],[7,267],[7,341],[4,22],[4,96],[4,170],[4,244],[4,318],[4,59],[4,133],[4,207],[4,281],[4,355],[1,36],[1,110],[1,184],[1,258],[1,332],[1,73],[1,147],[1,221],[1,295],[1,369],[6,13],[6,87],[6,161],[6,235],[6,309],[6,50],[6,124],[6,198],[6,272],[6,346],[3,27],[3,101],[3,175],[3,249],[3,323],[3,64],[3,138],[3,212],[3,286],[3,360],[8,4],[8,78],[8,152],[8,226],[8,300],[8,41],[8,115],[8,189],[8,263],[8,337],[5,18],[5,92],[5,166],[5,240],[5,314],[5,55],[5,129],[5,203],[5,277],[5,351],[2,32],[2,106],[2,180],[2,254],[2,328],[2,69],[2,143],[2,217],[2,291],[2,365],[7,9],[7,83],[7,157],[7,231],[7,305],[7,46],[7,120],[7,194],[7,268],[7,342],[4,23],[4,97],[4,171],[4,245],[4,319],[4,60],[4,134],[4,208],[4,282],[4,356],[6,14],[6,88],[6,162],[6,236],[6,310],[6,51],[6,125],[6,199],[6,273],[6,347],[3,28],[3,102],[3,176],[3,250],[3,324],[3,65],[3,139],[3,213],[3,287],[3,361],[8,5],[8,79],[8,153],[8,227],[8,301],[8,42],[8,116],[8,190],[8,264],[8,338],[5,19],[5,93],[5,167],[5,241],[5,315],[5,56],[5,130],[5,204],[5,278],[5,352],[2,33],[2,107],[2,181],[2,255],[2,329],[2,70],[2,144],[2,218],[2,292],[2,366],[7,10],[7,84],[7,158],[7,232],[7,306],[7,47],[7,121],[7,195],[7,269],[7,343],[4,24],[4,98],[4,172],[4,246],[4,320],[4,61],[4,135],[4,209],[4,283],[4,357],[6,15],[6,89],[6,163],[6,237],[6,311],[6,52],[6,126],[6,200],[6,274],[6,348],[3,29],[3,103],[3,177],[3,251],[3,325],[3,66],[3,140],[3,214],[3,288],[3,362],[8,6],[8,80],[8,154],[8,228],[8,302],[8,43],[8,117],[8,191],[8,265],[8,339],[5,20],[5,94],[5,168],[5,242],[5,316],[5,57],[5,131],[5,205],[5,279],[5,353],[2,34],[2,108],[2,182],[2,256],[2,330],[2,71],[2,145],[2,219],[2,293],[2,367],[7,11],[7,85],[7,159],[7,233],[7,307],[7,48],[7,122],[7,196],[7,270],[7,344],[4,25],[4,99],[4,173],[4,247],[4,321],[4,62],[4,136],[4,210],[4,284],[4,358],[6,16],[6,90],[6,164],[6,238],[6,312],[6,53],[6,127],[6,201],[6,275],[6,349],[3,30],[3,104],[3,178],[3,252],[3,326],[3,67],[3,141],[3,215],[3,289],[3,363],[8,7],[8,81],[8,155],[8,229],[8,303],[8,44],[8,118],[8,192],[8,266],[8,340],[5,21],[5,95],[5,169],[5,243],[5,317],[5,58],[5,132],[5,206],[5,280],[5,354],[2,35],[2,109],[2,183],[2,257],[2,331],[2,72],[2,146],[2,220],[2,294],[2,368],[7,12],[7,86],[7,160],[7,234],[7,308],[7,49],[7,123],[7,197],[7,271],[7,345],[4,26],[4,100],[4,174],[4,248],[4,322],[4,63],[4,137],[4,211],[4,285],[4,359],[6,17],[6,91],[6,165],[6,239],[6,313],[6,54],[6,128],[6,202],[6,276],[6,350],[3,31],[3,105],[3,179],[3,253],[3,327],[3,68],[3,142],[3,216],[3,290],[3,364],[8,8],[8,82],[8,156],[8,230],[8,304],[8,45],[8,119],[8,193],[8,267],[8,341],[5,22],[5,96],[5,170],[5,244],[5,318],[5,59],[5,133],[5,207],[5,281],[5,355],[2,36],[2,110],[2,184],[2,258],[2,332],[2,73],[2,147],[2,221],[2,295],[2,369],[7,13],[7,87],[7,161],[7,235],[7,309],[7,50],[7,124],[7,198],[7,272],[7,346],[4,27],[4,101],[4,175],[4,249],[4,323],[4,64],[4,138],[4,212],[4,286],[4,360],[6,18],[6,92],[6,166],[6,240],[6,314],[6,55],[6,129],[6,203],[6,277],[6,351],[3,32],[3,106],[3,180],[3,254],[3,328],[3,69],[3,143],[3,217],[3,291],[3,365],[8,9],[8,83],[8,157],[8,231],[8,305],[8,46],[8,120],[8,194],[8,268],[8,342],[5,23],[5,97],[5,171],[5,245],[5,319],[5,60],[5,134],[5,208],[5,282],[5,356],[7,14],[7,88],[7,162],[7,236],[7,310],[7,51],[7,125],[7,199],[7,273],[7,347],[4,28],[4,102],[4,176],[4,250],[4,324],[4,65],[4,139],[4,213],[4,287],[4,361],[6,19],[6,93],[6,167],[6,241],[6,315],[6,56],[6,130],[6,204],[6,278],[6,352],[3,33],[3,107],[3,181],[3,255],[3,329],[3,70],[3,144],[3,218],[3,292],[3,366],[8,10],[8,84],[8,158],[8,232],[8,306],[8,47],[8,121],[8,195],[8,269],[8,343],[5,24],[5,98],[5,172],[5,246],[5,320],[5,61],[5,135],[5,209],[5,283],[5,357],[7,15],[7,89],[7,163],[7,237],[7,311],[7,52],[7,126],[7,200],[7,274],[7,348],[4,29],[4,103],[4,177],[4,251],[4,325],[4,66],[4,140],[4,214],[4,288],[4,362],[6,20],[6,94],[6,168],[6,242],[6,316],[6,57],[6,131],[6,205],[6,279],[6,353],[3,34],[3,108],[3,182],[3,256],[3,330],[3,71],[3,145],[3,219],[3,293],[3,367],[8,11],[8,85],[8,159],[8,233],[8,307],[8,48],[8,122],[8,196],[8,270],[8,344],[5,25],[5,99],[5,173],[5,247],[5,321],[5,62],[5,136],[5,210],[5,284],[5,358],[7,16],[7,90],[7,164],[7,238],[7,312],[7,53],[7,127],[7,201],[7,275],[7,349],[4,30],[4,104],[4,178],[4,252],[4,326],[4,67],[4,141],[4,215],[4,289],[4,363],[6,21],[6,95],[6,169],[6,243],[6,317],[6,58],[6,132],[6,206],[6,280],[6,354],[3,35],[3,109],[3,183],[3,257],[3,331],[3,72],[3,146],[3,220],[3,294],[3,368],[8,12],[8,86],[8,160],[8,234],[8,308],[8,49],[8,123],[8,197],[8,271],[8,345],[5,26],[5,100],[5,174],[5,248],[5,322],[5,63],[5,137],[5,211],[5,285],[5,359],[7,17],[7,91],[7,165],[7,239],[7,313],[7,54],[7,128],[7,202],[7,276],[7,350],[4,31],[4,105],[4,179],[4,253],[4,327],[4,68],[4,142],[4,216],[4,290],[4,364],[6,22],[6,96],[6,170],[6,244],[6,318],[6,59],[6,133],[6,207],[6,281],[6,355],[3,36],[3,110],[3,184],[3,258],[3,332],[3,73],[3,147],[3,221],[3,295],[3,369],[8,13],[8,87],[8,161],[8,235],[8,309],[8,50],[8,124],[8,198],[8,272],[8,346],[5,27],[5,101],[5,175],[5,249],[5,323],[5,64],[5,138],[5,212],[5,286],[5,360],[7,18],[7,92],[7,166],[7,240],[7,314],[7,55],[7,129],[7,203],[7,277],[7,351],[4,32],[4,106],[4,180],[4,254],[4,328],[4,69],[4,143],[4,217],[4,291],[4,365],[6,23],[6,97],[6,171],[6,245],[6,319],[6,60],[6,134],[6,208],[6,282],[6,356],[8,14],[8,88],[8,162],[8,236],[8,310],[8,51],[8,125],[8,199],[8,273],[8,347],[5,28],[5,102],[5,176],[5,250],[5,324],[5,65],[5,139],[5,213],[5,287],[5,361],[7,19],[7,93],[7,167],[7,241],[7,315],[7,56],[7,130],[7,204],[7,278],[7,352],[4,33],[4,107],[4,181],[4,255],[4,329],[4,70],[4,144],[4,218],[4,292],[4,366],[6,24],[6,98],[6,172],[6,246],[6,320],[6,61],[6,135],[6,209],[6,283],[6,357],[8,15],[8,89],[8,163],[8,237],[8,311],[8,52],[8,126],[8,200],[8,274],[8,348],[5,29],[5,103],[5,177],[5,251],[5,325],[5,66],[5,140],[5,214],[5,288],[5,362],[7,20],[7,94],[7,168],[7,242],[7,316],[7,57],[7,131],[7,205],[7,279],[7,353],[4,34],[4,108],[4,182],[4,256],[4,330],[4,71],[4,145],[4,219],[4,293],[4,367],[6,25],[6,99],[6,173],[6,247],[6,321],[6,62],[6,136],[6,210],[6,284],[6,358],[8,16],[8,90],[8,164],[8,238],[8,312],[8,53],[8,127],[8,201],[8,275],[8,349],[5,30],[5,104],[5,178],[5,252],[5,326],[5,67],[5,141],[5,215],[5,289],[5,363],[7,21],[7,95],[7,169],[7,243],[7,317],[7,58],[7,132],[7,206],[7,280],[7,354],[4,35],[4,109],[4,183],[4,257],[4,331],[4,72],[4,146],[4,220],[4,294],[4,368],[6,26],[6,100],[6,174],[6,248],[6,322],[6,63],[6,137],[6,211],[6,285],[6,359],[8,17],[8,91],[8,165],[8,239],[8,313],[8,54],[8,128],[8,202],[8,276],[8,350],[5,31],[5,105],[5,179],[5,253],[5,327],[5,68],[5,142],[5,216],[5,290],[5,364],[7,22],[7,96],[7,170],[7,244],[7,318],[7,59],[7,133],[7,207],[7,281],[7,355],[4,36],[4,110],[4,184],[4,258],[4,332],[4,73],[4,147],[4,221],[4,295],[4,369],[6,27],[6,101],[6,175],[6,249],[6,323],[6,64],[6,138],[6,212],[6,286],[6,360],[8,18],[8,92],[8,166],[8,240],[8,314],[8,55],[8,129],[8,203],[8,277],[8,351],[5,32],[5,106],[5,180],[5,254],[5,328],[5,69],[5,143],[5,217],[5,291],[5,365],[7,23],[7,97],[7,171],[7,245],[7,319],[7,60],[7,134],[7,208],[7,282],[7,356],[6,28],[6,102],[6,176],[6,250],[6,324],[6,65],[6,139],[6,213],[6,287],[6,361],[8,19],[8,93],[8,167],[8,241],[8,315],[8,56],[8,130],[8,204],[8,278],[8,352],[5,33],[5,107],[5,181],[5,255],[5,329],[5,70],[5,144],[5,218],[5,292],[5,366],[7,24],[7,98],[7,172],[7,246],[7,320],[7,61],[7,135],[7,209],[7,283],[7,357],[6,29],[6,103],[6,177],[6,251],[6,325],[6,66],[6,140],[6,214],[6,288],[6,362],[8,20],[8,94],[8,168],[8,242],[8,316],[8,57],[8,131],[8,205],[8,279],[8,353],[5,34],[5,108],[5,182],[5,256],[5,330],[5,71],[5,145],[5,219],[5,293],[5,367],[7,25],[7,99],[7,173],[7,247],[7,321],[7,62],[7,136],[7,210],[7,284],[7,358],[6,30],[6,104],[6,178],[6,252],[6,326],[6,67],[6,141],[6,215],[6,289],[6,363],[8,21],[8,95],[8,169],[8,243],[8,317],[8,58],[8,132],[8,206],[8,280],[8,354],[5,35],[5,109],[5,183],[5,257],[5,331],[5,72],[5,146],[5,220],[5,294],[5,368],[7,26],[7,100],[7,174],[7,248],[7,322],[7,63],[7,137],[7,211],[7,285],[7,359],[6,31],[6,105],[6,179],[6,253],[6,327],[6,68],[6,142],[6,216],[6,290],[6,364],[8,22],[8,96],[8,170],[8,244],[8,318],[8,59],[8,133],[8,207],[8,281],[8,355],[5,36],[5,110],[5,184],[5,258],[5,332],[5,73],[5,147],[5,221],[5,295],[5,369],[7,27],[7,101],[7,175],[7,249],[7,323],[7,64],[7,138],[7,212],[7,286],[7,360],[6,32],[6,106],[6,180],[6,254],[6,328],[6,69],[6,143],[6,217],[6,291],[6,365],[8,23],[8,97],[8,171],[8,245],[8,319],[8,60],[8,134],[8,208],[8,282],[8,356],[7,28],[7,102],[7,176],[7,250],[7,324],[7,65],[7,139],[7,213],[7,287],[7,361],[6,33],[6,107],[6,181],[6,255],[6,329],[6,70],[6,144],[6,218],[6,292],[6,366],[8,24],[8,98],[8,172],[8,246],[8,320],[8,61],[8,135],[8,209],[8,283],[8,357],[7,29],[7,103],[7,177],[7,251],[7,325],[7,66],[7,140],[7,214],[7,288],[7,362],[6,34],[6,108],[6,182],[6,256],[6,330],[6,71],[6,145],[6,219],[6,293],[6,367],[8,25],[8,99],[8,173],[8,247],[8,321],[8,62],[8,136],[8,210],[8,284],[8,358],[7,30],[7,104],[7,178],[7,252],[7,326],[7,67],[7,141],[7,215],[7,289],[7,363],[6,35],[6,109],[6,183],[6,257],[6,331],[6,72],[6,146],[6,220],[6,294],[6,368],[8,26],[8,100],[8,174],[8,248],[8,322],[8,63],[8,137],[8,211],[8,285],[8,359],[7,31],[7,105],[7,179],[7,253],[7,327],[7,68],[7,142],[7,216],[7,290],[7,364],[6,36],[6,110],[6,184],[6,258],[6,332],[6,73],[6,147],[6,221],[6,295],[6,369],[8,27],[8,101],[8,175],[8,249],[8,323],[8,64],[8,138],[8,212],[8,286],[8,360],[7,32],[7,106],[7,180],[7,254],[7,328],[7,69],[7,143],[7,217],[7,291],[7,365],[8,28],[8,102],[8,176],[8,250],[8,324],[8,65],[8,139],[8,213],[8,287],[8,361],[7,33],[7,107],[7,181],[7,255],[7,329],[7,70],[7,144],[7,218],[7,292],[7,366],[8,29],[8,103],[8,177],[8,251],[8,325],[8,66],[8,140],[8,214],[8,288],[8,362],[7,34],[7,108],[7,182],[7,256],[7,330],[7,71],[7,145],[7,219],[7,293],[7,367],[8,30],[8,104],[8,178],[8,252],[8,326],[8,67],[8,141],[8,215],[8,289],[8,363],[7,35],[7,109],[7,183],[7,257],[7,331],[7,72],[7,146],[7,220],[7,294],[7,368],[8,31],[8,105],[8,179],[8,253],[8,327],[8,68],[8,142],[8,216],[8,290],[8,364],[7,36],[7,110],[7,184],[7,258],[7,332],[7,73],[7,147],[7,221],[7,295],[7,369],[8,32],[8,106],[8,180],[8,254],[8,328],[8,69],[8,143],[8,217],[8,291],[8,365],[8,33],[8,107],[8,181],[8,255],[8,329],[8,70],[8,144],[8,218],[8,292],[8,366],[8,34],[8,108],[8,182],[8,256],[8,330],[8,71],[8,145],[8,219],[8,293],[8,367],[8,35],[8,109],[8,183],[8,257],[8,331],[8,72],[8,146],[8,220],[8,294],[8,368],[8,36],[8,110],[8,184],[8,258],[8,332],[8,73],[8,147],[8,221],[8,295],[8,369]] diff --git a/research/rank7-restore-carrier-skips/allocation/baseline/PROFILE.json b/research/rank7-restore-carrier-skips/allocation/baseline/PROFILE.json new file mode 100644 index 0000000000..52d24cfc6a --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/baseline/PROFILE.json @@ -0,0 +1,9 @@ +{ + "1": 8178480, + "2": 2091240, + "3": 968364, + "4": 366300, + "48": 136456, + "5": 117660, + "8": 26640 +} diff --git a/research/rank7-restore-carrier-skips/allocation/vendor/PLAN.json.gz b/research/rank7-restore-carrier-skips/allocation/vendor/PLAN.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..7a1db55a4d53ee99280be4f3ab7d29f7b2033adf GIT binary patch literal 29933 zcmcelGKqVyI~A<}yd0TmJH zNPqw#L}~;=BB2BlLf#u^=6SyB`HhA@X1(sUAm`k3&pmseT|RrC8xf7#vxW6<87zTiL(*YP#=kf9ZrJLx#6KJM0ye;3C7qMg3*XW0?Y~SMg|3AyD^gw zTc^N67Sf70`nqjH7my&vf@vdtS-_S-qB2*f$k1hk42+3%hBwlRH`Z~uwSL$lfxrxE zphqMz*0~8@whhXm!ND6FW45a@Sf*-y%tnPaV_kKX6Dl0KxNd8s&`+Ho zL~ZPb5a@*JZd*@g0XQiukkP$C8As9y_<9<315B@BJX|q0TvUxg6S$c#gO|w$b0r(! zxoM`%m$p@~rD@T9#W!cey#p5mM>HWm`1S9iXNolq(6LM!MfD+6q^g^_p&CWD8OgBq zU@pN>8%iP@WM{YnocUY*29r6nxXv6F*(k=1F^5GrinT~E@LbsuZYFjj9nr*GSrzPz zV9qa4t@ksrW8WLCeVFc$LDP9VTa-paryY9U4vqF^{lwX!7rj|O8FuJ)Z`RM2*NVaE zv^F`g@_JL)QM}N`)P&qCVQwa6Vebo2TPSX=Pd@^-w(8r?{h)#5;X!C>3<)WlZnDR(z z1r6En_reGovf}4s22t0Tjv!xGYMzSlf+>gKPbD(iC&s>!Vsxn2RnChTbj~k~jBrH+ z3VeDWkPOKZ5x+(Zqj{)zAkSXQX{wJEBai~jU1Bj|o~j-6fG1sWRV`fKsIZL0{6b!D zXGEZA@%J@3cV+eR;R!i+RrPY(gxuVGwZ;C%e(&WT5gC{Hg~&wELQWG;F-UV^6k53a z-Ca28l(n6Tx()XtVahkaW~GHNg|#;IS*?tj%OnMy1IL=8*Im_wGpiU2uJjf6$_U%J znzyqtN#iR4QeE(V^q4tL6yEREXaWIlaW7lH0us$!YFfC07lALK$FAT-;Y(hPOWudC z55AZtJX*V>e<+6VXeB^Dc|YONMu2_*y^vG;q8(CQ1UmO&3rJd)V))5d*>S1G@DtW6 z)an7RKV|K(qh|Vz@QK6O8ksk8nhs}!GH;AR=O(u0+}pRd*I6_DPWZ%Lghu9_9M$)q z4V2r*9?6+((}8|S;TB6D3;5s~E0&&n(}2R$bys=pX+q6&_?_vdz0S&+cZMhSI_D*% zEqu2WEw2;3`Vpgh0uNX|I#2K0mZezEk@g9*UBAT6pw>)yJ+S*eAg6 zBmz?u>?mA+B!>w!wX-zbQoJ5tCZsR!kR7qyQfYd>U6-CZL6HEto{4zz$*k2iG^9h&e91ZE)x`NLpZf2J>pT1{n`&K(9D(=InSHDBUz!&bX(u5WN3jjZc@cjkesPa6Z_Imp5|l0gbP1`NH{8k>ZiC=g2=GVXx|p6a-voHPX`G zEwd<6@m1jS@YpEKwk*Cj^aaL{Nb&tJj`DZ6!j6<(KT*}vZkDz03~x}FZjpwK8%L!@ z)*(qFOWcC}jkgGnorYP*W@8Za3!R4J!xMSgYMCXRepj--pElwT8_v2e#B0L*K(R4v z>u76wn@W}dG--mRIZAgMK;8Mr&- zCh1kSx|Oetm^WoN-eV0)Gp=)AljtOXDaMI#=nHPR&OtF-6wXqY7S-joPbH7qV1Lj+ z&9*vN*S17W!wt+-!SUeGg)_|CYp1*^5d7enL8A_g5AWc;(&!91wNQhu zbb1`ySE=RAU;B9Eh4LB_SHGA+%ctw-4^18S4?HNNhV$A*dxXP>Xr92~A$3d#KiI)y zwFvvWr==&ZKW(n0k2mPZ?s?vbtyaSqH_nnViu}u*s+X>e%nQpH|M6xb+pVUjDd8id zE6dPvhla0Vu0$=79RINuKi`r;9tNe5hpX}u-nGa-L7*n`>uSd*u({zyliyD*jGipa zLx|mdOR%rxo2H)xR!{dM1XB$t!POZOM2_xx)VXIuxlUf{Z-<{oOu8L09z_f7zfuoj zM&-+4J;(l=AfDgwZ(7w{6VsHp~hTng@gz(uRvSW zvHs*joze>N^HY?8?8+siiWd1bH|n;TyjoL_e$UzU$)*x1O+{jz>d_}J8r4Xn7U;Qj zRF^nOrnn09Jb-*D&Kyr%?sUPsP9bYbQ$IG1)>Jwxcs502TcMZ|)Hl1dkHJdv!;*p@ zvLfzShHP0__P=~k3V#N62@eQj z#D8Sy!#in2=N0q0ojN8<2n}Wq;qpQ5U;^jjod#uFiSDGZBxUP#=@j(IC)CkrpDfZ< z^)sl-e#7HY@^Bj+)-E9ei?;_0uX3v1IZf+)K`K9C<4^M%fHl5kS`-%mzkE=Tp0rCMyK_5gF(%SL#s% zBx}JV^XW0*i4b2+RZ*FVkdbhoF=r9sRju8pyc;nosIK)tGE@?w8((0cCEJ7CYN0A~ z?c9Ay*kdH;qkK;}rtfy4Pl!;v%t10L&Kc!#T|=M9MqTCvVpwMR74`XyM(Fpu8>+C^ znT=3oADU|D_Vfmp9t0BdoIvkXiZd`6h)ry>D8<()NA5)cZf?+~1^Or^BNFs|ru~}j zsX5njba6S9v4>H|w-35%sFIsrL=G_+_a~1~x4-hi*D`l>Gv=2lT5o{QFdPAT5E8t2 zPgK5h`}BP=O>ST4AqB4FU70=d&j9nV4$qi*&s{LRd-36#-C*#Pcw@ z?C(a)8WOVKe=ef0<#zTXTl-9jtmTBUvB1;`^NS__PeyPu$<8 z4=+9qoSx{C!-|{Hj@pPZpX%$6`xiF_3vWCYZs3Kz#I%53$G)h+&XCPvAbXfs*fUX* zaioNH!gxz2?0F47Ey`-kEooVSlqk(LtBQ;P=@Vyx&mG#aDgq}LN|a=3e}7+p+eTK# zy02corsRFaZ3|hc&@xwXz+#a4YUl*c6CI}0l8eSq*WA=XIRz}feW%WUKaojQZN#j> z-!5W$cOIhAL+NTyk}?|L%M7tudf~UbcHtbxVR;v#Wn)cUZ`5vs8;yeO_L-LgxHFeX;Bq=i(%)>7I$oU7!p8uy1heKnF= zyKXy|AhwF*T}0%$HRl8Gq;cr>%x(#Jx&0aR&`QiDvWr#67njJS zw<_C2XZO4j{e)^drzRxeqg-{N$InB;g|C8RcwY)Mc_rs+(&rRuy`-G0Xve@hk0?{T z$_`P|Z*N5XJrg8tpAqh<&u%?z{Th*Z-QcZQN5*a+XPVtm+GXnv=VJ%j^Cj5d$xJ{h)n2bO$IOtZlWJd`lKpigrd3D%)J%jwdCT(t zo}HpE3-_P4QkZ!e((&*)^xH~I4{?t*<-o9;5ynJfiI2t+`hu*J9)jj(j9w#_>B*I* z3|{j%wNWAGJrj9dXKF$uVX3La=drH96V*#_+9B{z zoC-`jm^P_LITiR~y;7eNIwRq@d-e;r5iJX+;+D;sBwWR*?qO+IUd7mBsE|7Mo+eA4r)SKEoLEh!ej`!3s=?p zCp}+)T)jlI8?^*kje0Ulpk|-~(ScYv3c9aZk|2!aRQ8{Va3uV}FOvf~p(WHRbq<4( zoQe0t=_u}AJjm@t%fhOap^gVf>-f*zEA_oC+!&<{ zor#ct2pv=_EC10?KTe7)sV@JM1H^vw|kh6Cbrea%IN4l~l+EtG?? zjx@Vrl@jpWXPb#QTthkXkN8C0tJ>y|4VdqfA)*z8?YG?<{{{{=VRrNy%eLvxzEx z$z;9`4kw_~dX*y)dRgup236U~kmFa1N^9;Mck)ISHG}C+&2VkuAx==)j4qxiJUwdH zKx?XB1~2Rv*}X{F?*!=jt#2#)7l~(W8Fr%-h*xYV;x8g3$lRZafO={8a>p(A1i5Hb zh*)sL*MpS#$i{bX$uQpKh=ympwyO7TwTpozSCf1NUW}V~=hqmINO;1DPe>GjRD{eMeh@-h(cQw^lhu6{DkGUPFd~9)1>J|SN zs`^Vrw8c&)6UUzaN$LSUq^M3w{xmS z>ED#S^6*S0V5wd>zuoD6m^yb{CCLI(h>Wcubxo z+Bwt7r6#rZ!J29lB;<=dxU|a5vOsEpf9|SHLG{Fqy07of#RhkvxzVFrzH!|XQ{PhM z_|lj9rb%e_EJCz*-zP_}Egiew@rZ1(EJhahLUDi7a}l>I27tcKA?Zqm1CJHgf^EdIY&HHKlPi-K?i#{$z~ok&}b^a`s0*GF%n1 zvwTP5yMt!iuHM?K8(}r`44O=x-2)NLKi+p>c8}j9)eFK|F#*M@_EMu$#8unY1q09- zwTD>&?d4y--@epTHC)3S;&1v7Y28>TkBnSusx!5#>9z>V`f%Ou?OCHk68rc*?Jhc- z+Knx`GnZI7YymE;GO^4r>>rqIG0#WyRS#L#1anr0VLyP!s_t0UNR4>&lX{J}|83}{ zC1w?`Sr!j`FgtUGKfBppVubQ-#E+y3ky#wc$Ut^k6FlpEAcCaPCtr781pPidjh&WM ziWh8)<~H(t0|<7w2`RuU8p+)pF|M_cwR$~7-DaUQ`qlWvoqhM_4sDr<@br>jy7chN zcPEFkMEt_nyye?@OhQK2oM5xIu^GF1Q*ufIw^xEV@YHrB^ z#SfPT_Xye@SJX1d;?)H$1^dNOtKLTSY0n<>i>teA{YLtx0IDuIN2*cu)0Uc;tt>ck zNo$R9HoVF3@P4es4CAb#-v1?oy34wtr@?$Ls6B6!jjlJJHPn9o(0_Od@TjsKRH zeVI!6{~^Pt8W+wbLcdWZ*a2;InXP4f%jD6^NQmr{-JkDTYNSwqAiL{*;Z!lgM&0VI^YZCF@L(r~psS@p! zoNIc6{{@}&zWC2*WBn}>L_D3hSha4s47wKlI!o!u({Ls3 zzL`k!9-od0kwun2tRqH;54oH@GFrg<0`jO-WS}X?jC;;bqd>=1pt#~H;G6w2A#u5j zeSx#;ewnHU8Hg@Jg0)>nwVrA=B=hhVQ`s%Oud0CUX$D&R4V;uc+>wyXp&i5jha_l4 zZ@*myRRr_BgyiRLF}^492j5GM>pS0WGuo<|%W>yzKt$TG_WUdV8_2iTebR0MmF;40 zt$Vp~Hb>Etw|Qkb4u?IxaOvplXE#1yl)4>BeqLTc#;<$7RW=fm*v}W?m02~Kfd2$YumzCdzP}|HduukzYvL~n*42Xl4h(`u zMU@g_N}wT`z5ImXE9q`dC9F@4%6UPZuW`i62E65pDK59-bvO@_LLI%|S>I&XAXT6X+t?!MfF;u6BYqC^J ze<5F^xq3d_ISJ(Z%u>UO`)kk^n~zZeak_@txxFEHUAe+Hsi-ov!(3BHkw&_h<34i2izO}Uj2;r#z0oZJAGY6;REz93h9n;so(9zFJeJILZ|Fxq zc0N8clXNzMg>dZ1$pWIuq?fis=gB7Bmz_JFrks;=`qYtpSkA#D4?25Ofu+oaB8^3! z#?^V2{e`n8e))CAxI9nPYMozRKp8Ufvi6%}HxJ}KHo7QrjPFao(Z!hv*JAbA1f90y zQ*o5bfp64riipR?>$nCQ)md~OblF?6!(yA%{ls^Y*4uQhzC79UR~LNxpjk*>{r~H# zz)|Bv3*4b(O}-@I8sZk^tzuu_JU0F)VJ}niSP#?@%vadbE9sh0p=)un@VUvA{5QtE z60XOSDzF|mL%!!W3C#eAClTc^sy1yfm+Y0TJ5#$7L(CQ(Vo3!<6kZ%U2eW7ianD;_ z3es8m5bFWt9cmp@y9d;|#$tW&0hcuH?CN@VSb4ki*L~^tS8# zOXVjTx92(bm${i&7Fd`7&Bbo7BT-&LcW%otKIgD9+!3`7Qvga+a+Yki?q1vmBpN^} znnwK_o*$G%X}o)1|L$Q55V2!C7Q(jf2Y=SWR*xR|13n`cn$x|MqKS5(065ede=g{1R2KW@LBWbQT^k z&+SqO);2BvcGFk9j@LR;T0800)i2rKXsg<$GZOlo*JOXGoPpw~ zgi&3xtxXUMq^gd%ALbqB@D8iFV0EC5RO+OJ)B zqhIxtl8liEAj`ZkIw#6Y;RpP%F$B(03=O zxf5Le+eB0@Iu~Y4Ra+=qXB6pUI905j5&7u;nIq%AxQ3??Q}un9s+CYNxY0=qE{xmR zAJ(6eXJZWeVjK#DdC3J7zgBedC)0`ih5l8y5QT;#wm`En=Lk$3gu)-C8%3M}lI^qd z!MlC@&lXSK@?;nVU24=?Y29zmvLtA83q|doK**MA5c$gbQWW%y3{AW7n*igLEzq!D z)c+kYCNQTu24D5=|Dmt0UYu1;CLwzFB=iz;e)vKo*F1USREhcHCayr9Sbcjg!9!Q^ zWZHAR)|}ghW#U8e9!WN33DRwqw=B*|CG%h7%-M;4Fcgpf{nq=6|8|w<27vFC_nOZX zgiMy-^*2$K%t#RMHSt7^32))n!WLdHcBsBkYv05ts2+`2kk53Ay%qcY(aIjcV|q1x zjo#+J@1H1GExd9Sx=m;1ToA2cnsa-#>fj=uV% z^H(h--mgv7F{4c19Kz*jy&&~lqIUZ$$1i0r<`ri&GaS7u&RFnEMg7&e+Eiv1f_W&{ zad>(keW&vvai34PN|R>q;VNNnGB`kae&pt|s{hplmTbl%xpuXDJtXw7999aeeayHD zV0Uas0Oupz(|@3A?{FOh)!7hTWq#2Ovme57B%kh#>CG0+2H!n{Qu$E2`n}~CtA>_5 z-hNCd#lZV^mBT+c*jm&&sm!wST}-n#lB?3O_6Bd%xvKt1TeE#TwD z>m-iKjA4B+qRJ4PJKyK;rdEl|?gxrk{?$Emd_f!@9p`azS!Tq4?43gdSa&zq$;9PM$$Ee+ZmZzblf^{d(xf2ga*K7qyq8mly6F zM9$Cp5v%ee2EnF9gLj&DWxV$Bjp-WV8sf6<_dLxq|LA)BhtbdfK;K%)(Nzx(LoCBd z%-?Wupx%@mj@mA#c2*$ZR+UP{s{TG4^JpCi04c&z6!)`2Pg_(DS!x@Gkm8~n|A&}U zynX;Qss1o$93Y|2m&suehWKDOmiyf(z|>@n5AJ*WN%=?f@iX3u%2%yAPI^}S-AF%4 zQcbF%ls`$A>f(29ZyJ(SvjjdSMwUAY?#Pr|I?Gv;wBkp!8IBl4RY=#|c^}3peO)+D z%kOQMf1AGqPCr|88ih*O%{OHA&&25M?DzlUs)1_n1Q|QQO4eO*YW(F6-iKT4)2y#{ z%l+uj)szp$*@ird+h7JT8jaN;IILiSEU^Boi_c?TLeu=S%2;}UJ>erU{f@q}*r-i^ zO^|L++Ff*XL9v5UndV2&+kU7=b0@82-p|(vS5Nq_IIK8``htLLY(>#oMD8}k=^tsO z72=Hj{j?_HvKR((m*pEpR_b5_40r*(I`2jmrTGTQAnFKlEQS`4SIT zxy|YMKeVy8y#^>nSfZERR24E(_4N=rhUnaxK3})G?+Vrn;#&MCqn>NGzPf#*?6k(f zD|w6fGrE6u`HDx~T&VryQbQap;W$i@61^^_M5%s1eHg@Di9lYqZ6O^CeT>tdy}LU} zt!Cu?)c)VN$Iq(^stVS%4+FK~X%sFaV#m3L_EN!KhlBbBJWa4)JMT zpGcMFbbI}C0@cZqpyQw294bqP&Ad#p>5}m-V#;7$o z1HT%27f@W+4Za1QzKHveJ$QP*Mr8H2rbR!Iyqi>mh8P@Z?KdQh za@3#sCW_0-ESz{XsnS`Xat5eyOn}NCYMmDiVfqZaI`yeG$+Nd5mhx!;zcll4lJ$Ys+zA}S()5TNhrLz$=-B`}m@Sv%7d zTvZf{^3wxqVRWdrM5AVBujD+v{v0>M z%3PYELI3OAVIy#!qH$WDOlY38CQnn197*#-OT7)4=8m)1JE-M$Z-z{ntN_^6eD-e0}B2L6^ATh`QfjgYmeG->(9!k5Da4KJ#~-mF*b>#uOLP$*0_(aX;6a3w?DT`9qkU7@qB3DcWeJcX@rNVt!VLsJg4;ia6&kt9#^F3@$)~IuO z-TsYs`n9_xzq;0VmV}>R=iDGzp1Tz50x#dp`1a?Ptd>A9%ATC{p|S%;AGM*A3r__wl-M;4&`g{Pj^G ztbxpH0j+v??)E<6*sP&LvfvOP0F z6>P+>GCq-&{JU5rF`y%5$pXb(=zP1rvu=kJo*ucx^*a1U(~bhW$fUgF{dy5OTIex! z@_rq3)=ZDDi>kbEL+bvhq-Tf3FSX6Z$qI^J()E7hk)XA3_nEToxzLvcH3O;#wIO7U z<5@mq#WLH%`%8qV?E15@h<%{jgL%UMNl3yj^~XWK`Colzv-j1G8xKyOkN;iwx08<# zPA*)1HhxkdN6|1Xx3iDm%S})Z{G%~X%c-Jd|MscL@CbML!Y%dn@9i6Abp>M|8jV@m zrtnIG*NkrX9PNW;zj;Hz{ck*>uMC#vx#qe0p{8c^c>ykcHy7w9 z6hDR!{w65#mamV0n!Dl0kyM=%q?IH!l<0A_>Lm6#xV7rGj#*h$Ng(y3)g;>i^9N*7ZL9NWFE`3Uv^b=wa7TFv4%G`k>Cl zLd++ki&fhf7fC2}i_F)Z^{1!e@9Ng-SQfGTFs=gmY?)t{GbOC!g45CRXWBNO+Zv^m zwKHDne=!J%jM2Y=cx$-y+~CXewYf!ZJfU0@Hlj&xgT@}evm@sEW$`y>&gyVpV=0EE ze^TaXuft5~l3CChjl|3r>!8R>BwwF86`W?@jG`(o-BZ81MHScPU+9c4c6QdFp9`ug zzT=|i&mx8B)ag`A1aQ)YG+X*V$5iqBQLmO&{aEh^jpWMx`GKn9*S0I48N+%fh>VA6 zMI(k=Sd@3#h*v=2wU{W)2@*sGVgm$?oWU(YqtU@bXEJu_Kg!S2M?g$C zVl1$>soX;ivl2}}EJRl`>Ez-Kf-@e}s0M2cCBTBeJ#ga0%TtJaU+Y~b%+uBvHP;AQ zly1Z%Jhl}Ce*tSa!K?>AXWHp8BNQ3!*0jbqFr*%HbuMM8h3TlvOv1pJEi&s#=tTh- zH4K{}GeQa(lV1B^O$kFzaza`KNNAZ6G20r0#ygGlu(T!4YNTz=)y6y2l|3+OXJfi; z$TFiH-QL(h8}II72GxbG4J~@vW;SXzt`axW$Qvs|GgxHzMo3T~y}P@SK^vN5&d#BM z*Qlx3M(ARvRxxUoWLp(S8PCU}mGB|V2^ET$*QNgQq;6&iG;Jookw#fsMlvUx*JSYO zjT)%MZm7%3(ZVDd{ch+wydijDeSJQ0agp2*y4*MlqmFwa1R!2as#gQ{=9-)P*Esg?=fD33-{JC}&dqN~*Ia(reD!OxcL`i8LH{+B}8eR-Sj&vxY z1Imj!?_m59O)|>H!tc%zx2EUsza>cBB5l0;4oC17Oy2gvW{rDbYc9E#Lc8HSt-;-z zkNg}v4pM(xF^;&iCuGl@M2Z6G=(?*o+8Sfxns?;2!`E}FnE74XMVqqSo_)fRtNf-q zcp=aH{id!74xSm#JAXt#s; z4(M66ljk1iM62r(@)pm2C-a5kWc0yb?dnW2BD`U7hg0i--qXUvtc$VwTDVx&#bHy{ zMH9hr;3DO;Fl)v}q5TQhcz_wt>5bqoMZgo~n~WKXs(lP%-!4tAmK?WNd)F7qW`XDK zj4a+E&O$e$gOA08_Fvs!r{LO4RW=7(8BWq_uL9(re{>p+&LY;?%67{3>;UwORqQm<{dyw@9OZ0B)`2?qQ3uXmtwiY?9^1N9W-2J7m5 zy*i9_DnO2_Q9=wMmJorUhLn7h=ywJ=?h>u1mO>0&74H+$s`i7o+4AA461cx|s%KaE zdGM@mJgTCke6XHeJGE#uHk0T1!3A5#8G-Ft)Wc;rg-)(H6zck_eaNQUu z5e;=)3|Hv<^|eK#uPT0T*8?Re>42W9E9}&a^aB~NCTfEtjv3?vjmj)SUmG5AtUK4e zzwOYP#G3lQ z2B!rIc|)ur!&NDS1Kk+Ee6Z!(ALELYbPEXGNHkDCW7ZSS5rXeD0-BR*k=R_)O0MSj zc-4NKCf{1ojDH>yCh;AN22ZzsT=c^!;q(&(zFy2UoRfYxqt%`3C-8MgL$ymDa*No~ z{8$QsM+V~;ylMqu=zYUB5!yKKY%|F9!R=Iz^MdDvT=Jg8Hc7&7jznYvZ=Jt;62iG| zwKh!d@tM6@DZ8ryZdX*lMU0YOXJm7aCqUnNmNg`5@Frxd{-ovCq&m(!w9kgKKbqL} zq&CSr7rJu|0gVUS!_$hq2!lqa07;HH%?xf z+CE$XAxt?PzUtstXrc6pN_*a~bGHVbQ!8lD9;&9$SuwhdE?JtZo5GLiI|SpS=R5tk zVCai8PObw;Cl_p*qm8F$5Wb@X+HM@nftwW&TJDcwC`5;16j_mUlW3zjkIJ2$#N^(gFkzV22ZEV^2bT9WTnsX#|4Onvq=tOyrS;Unr3EAA;_Y}D zm42yX?-7}`ZU@Y@L|d~x5A4-kG}7(1tNKadu*!1uOlX8)75K*Bf1J-@$-5|+1=~>`vjr8R87(dfx z-%>n?K)Do`80kQ(Shp^QNf)v`pcR{}gBm!ecONWF2* zuhDzCl#p46uc;e!cEmMzfWKY6g=ou9c?gfcitFQ{&(b>_;v@2r3(iGIJ&hHqb3Ts! zJhTt3wPmwULT{RA>Z`2IA4@PWiU~!2wlZJ-s3|F#pV^ay?esG?_%0|uU6&`es<-RM zO$AmGz$NFYo94@p8q|Gr^MfAPLK}@tG)jxPt$|Cx0)V;c1qB5`7i?9`*Gi_o3V>x2 zj17oa#gf|KH5a%CD@mt{29sz-eh}}SjeU^9U>k$)`L{4_lEL=egLTd_Ee)C#l!f;9 zz=U%oYi{Vwqy^->4>5`ZQ&;WM-0=2JVQ`!Y(4=>~NG9YXM~l2>NfR8QCoOE(He#0-&ib$i&gCOr^Ysdcb@E^1N1`KVmsn{EOdQN1BM+l8n zoqN*RVV$wOLtwC|i1-Bj0{HxKS794MuEpe81L^Mcpe3Q9=-b{h{O|@DgrZq?Z`_40 z^sgi}tj&6LlWjH@saW``Eg8xbZSZ)pR_4VV!ZR?%8~9j6_4QRx<@IqGEfaR3A%W=| zSG@2$Ub55lbO_RG5@T9Z)33V{Qhj1YW#*ZBOg{tzcC!j!!R5OiY+L2 z%(#&FUUkZSy)DU)!(43cc1FPqzcT%S)^W4+jeZiJnRAP3*qMiZZJ5;rnK@q871h6n zHJ2(g@^O+SU75h0yXNAH7bI;5#Q!q^Ff7W!n`VkMy_K;YxO3ltxb1{#LxJJvzb62m z!{0K#RP6uI+<6Xn@h1zh`LPgZOrSO4^RJh3YhWmd8~Mz!M1So_BL(2>ziag?6W~Vx zoDccgU{p%=kG9{+peR76+Ev5;V)w_IywB(}-IS93ri|FxXo7sx@Z32kg;^#@YR!0PZd|b&co|rPyF&oA7Uv1mzs}K zDV4nvqzwwNRRW?OQ5s-r-{21`DKXshrx;le(?7I(0K#sYjP6$*JiR}%U#4%KSj27H&o3N zXwTMyy~K{NeO$Sh80Dk>(T;mRq6XlE{xX6eHtKzr6*Z3dPmk*N1>I)*ykapo_RlL8 zqkLxjJR1Xf_MyzippU%}$~XDEKDN(uvNf2D%V6g-P?;`HY<)&U=4T$Z?jAT%(g7UP zF5(aP0R*Fr|8C9Ghb;K3iWGH%z{S^Q8@aOM{J--umJrdJ2aLO zED%g!&mZu-ujXWXGJ7>A+f$)zm2x1kBQ?|DQLHJ^tJ5=1KlLn(%OP52fSrxG7~b`g|#SHM4rEmn>gIld_=w6R}1A-+kUZK9(I5kOMetHLd3GJ~Dl zXQ=|)JkGyX?Eh~m1cMH+*M-e&^U$O;afz*~0wOYd6ptL4ds5HdA~vP$iV#Nx+b#5I zyG3}%F8mD(E9>f8Q0(E=c-(MrD3R4zj67 z3{3+JO8c`xLi&e^LTtkpeZ-nL+APf`mY#Z;fr6BB{@T;}bXX6~II>IaiFe6j6j^p_ z@2ZtlW4rc5nDTU> zvbRCNf3VHTA~t1SiU2fbtA2#|_gx9>HmAIMGY+yAFhaKFXdxe{8QV z8zzo!W(UhV0g%Gha?zs22doL;tFv#A2bloDb&0tkn7=`WL zRIx%hTlir}Vq9duc1?)jCf43+#}<$ik^vC52@@POm}Ki@(l>)e_iqY|vf?0nCnLTY zLv@BDquFyp#wI#=OegHxmI=oJ)Mz7NmskZpK0C*XsBOf#TR4!_Y?(ev$B! zwCsf@(cHtK`-oPuzsST{=g6$H)EHJK{?jCzbyCPGbXxCH3;tjOVrA$v9gNw`T%N0z5H43|M#*&0e>rV`X`03|19hI`>vlJUa}5_ z4Uz8)0K`2w^V5X(&$Y`FiL!%30I>VX2C>doS%;1UAXZrXtib%EhCIKksq5&kydA}w`W`B!R`Y`e52VAW823V)&Ex)Wb{4IBD00VDA z9fCnOcK@s@$~ub9#oZcI0esuf0o31X->f>MWY}E)Nj39N!2<{0Cx7AGSZ^dCfcG5; z$v`dhrz!N`yHnl{I5)ORlkP(noBioY^`AgB)OJOG^x3GfCw{p?`>@2FfZbNUEdFANN#u-)Nlo9lfF>@{kWi(>ygC)?}t z?|-d!hx}QK3f_zm-2NRQ0E?R3gqpu}31_e7FF$X>C!S}IB~n7q$FUC#^asZ_;iGnH zbN*{;9>iYF<HYo_vt|JF=C?2T%Z+?BJBLZhD= z*n>MS2LPF}$&1RXOS##*P3+(%lpIVf`n7ekV20ufdwqfk2IK!V?hH1=oh5t2+az~~ z*;-4mU@+SRECp5O!yYHw3=K803qelBL@V~e#ngX4TQLF2Kb^f-33eo~hvlfUO}GM^ zAr-a(7T}I}>z67X%r(eHNYo=GKKFj<1V{?E5Nuqf>3w!duFV;LPbL*^!-)OyH;`a~ zPzdlfhp0tNcOz_VoEf?TA3gM~yx0K7psDWzZ9JS8#c9C28$#D`bFjG<<`SJb5dmA& z;nP3`tgUbO(kc05=2~C0VeiKk&;||oBTfu*!}@YDl+Mj$P+{wxuyt4ilZ0iiE;Ffl z&2(23*wX+9#&i+TowD${22{%QqVkz)2)d*SC%Zg<2kk!};EAD6=b+LeazQwJG@&wd zWreOupC{Wg!a(Z_R3S@~vrE1+&!s2`&3N=%=*o&`% zpk?uj)Hzw|JmapCqS9huEv}(+1VX^N&Uz;K9ir3Iu*jo~?Y0{vCEN9}sCni($$`jO-oA~a~iF4Q|EH1uKbemX{tWcGs1BuXHoXdVo5q}!AaO)P7gB@ z!>AeI#$qzkN)IP3#WHBswi^Uyz3_{9uXS2GC}d$p5Lc}<;p#Eq)9CLG1C4f4sRVQg zT5pbls}s)50vX^|c2`aKxYc>i4XsdaF)uSxr8MuF>DdM83_y-9q5I^OuvvBUUIhPJEeG;9P+~P zTAKa_U7C^fd@@abZ3&cIx1>d}-8Ta(eZ#y-@rrguHpN4m<6kB&&E>%E=rQSjmm5iH z_!D3i>t^(ch*Ns98SD79>fT~mvH2>!)b{w5FT>g9`mTwtZCC3uPcThr-Pm&s+EtoZ zntZ1`Q=0L@I@Jm8e~GD|3Z@-pWQNipb*I2D4K^x|GSqNtcsT}#R@#P=D*l!+FQsQLY6WF> zxer^=@Mm0i`Oq4dW8wUfQ3wFtVGliTGnVQ z>+|h}E`d}r?BuhjKENNEah`l*7?PA(MD`t8dI2I4?6cqx*R9U5zP|&N=BL#Tb~i(% zSA0t0Q4A|0!5$<)XLSvulHpPKjW@w`N-@H#f!02=hBJi)F5no8UR~sk0<5PfQZs?% zj9ZEQ#5)6D#)1y_!UHo=w9wjlp7WuK4Rv#;whlSB=fl3gz~lb>nm+K~1Q76{bcw8D z+w_feM(x@LQUIogstI16z~2Gs`6y*3(*501T~TugyBW-~)8RC%s|OibimFA{S_9@z z8!3Qv_Eagg*N==yQw^D2UfHa#+cUI~V7U?BP&K%xSNBAq3w>&Z1O?}8_@*MT)1E>( z$c+&xB}T|>QXnbEyViCf2c;&1#s7Z+2L|~0KK=AZ#kW78pZ|RN_T}^2pZQDru&(zv z(=eV+V>30kebcV5e)pZ{WjM_@^Dwl{Z8Hu1xSogkyiW5p-gezhf8IJ{TyM^Gzog&v z+h1wh;e4J?=XE&`)9LPf>P~mv{dB($H_doE_xJ1l_I*z`Q#WpZVZFVZyY+rP_icMu z{3ZRa?{3%A)ZVpI+qcVo-`zLOd^)Y`(%he$rrrMVO*h<)cTLmWFU!#1PW^m$zT3X> zbaUVRtY6aa?z&~`l)L-8rl0Q4-8i)O+t8S%^?uyO#JDb9x8B{)H|?vR*xTu5InCSm z9=r3+?P+@Vx`0pmOZqr;^VVhKGEU2Kx?Q`enVbH6bF;O(9g?jtx8Xdr>+Sh=9{TAt zZvSUHG_QUQU*@*$>V8STyB|;YH_JM$V>jM(&3QiG47c~=+;wwvGk3#j-SW6!wqtic zFXy|PyQUp($EF$EwQc+U$3dUoe)sJBuPbH1KoIl2Gt?;1`*EE0=G>EJ~f z107Ta1!@~TlwvJV+kv}fuTo1IDUoXv>#K@Ck0wcHTFyutK&{!ihnBrrFVz=l=!lu5 zQYdvR!C_%DYi^;vQU0;vWD(C%hC0{U3R|)?wRMEbkTV~s%0#IKsH8}k7`;FZa^yy6 zw4b7hG^^QFA&po*!ipnEjx@b!)akTR4dNok;#tXNGfoK~8ROe$(PW}OX+XI^6wsos z)*OO@J_9fz0FY-MlB^|PIY?5e_S5_%r!2Hri7Cd8Ch7Z7+*1Nm|n=v7~Mo{~@=v|w2UDfGNjQq&IR9}rL< zk!T!-lf!Uw7)}nu$zeD-3@3--P@zi`wo)k33D#gnp{hr}uW@|-SkY%wYV|5YFCDQWQGxgEv>y#m%ZDtF_G)X0!(7zSe(dlCHuUB4u<0oTqLF!vJ_8j3&(JN}tHbbDyHRe1Qqo zh9{)9+Vtm5(ox!xA_rEN=HyZZ=p`KYhN$`~1nPM;pTV+kUgNyNx&KfZO;+x`lyz z6VB6OdpRc5g?ctJG1jG9+L*VFO9@*bYC*LiPuotH{88J^A4;`PvVXc8cGmNC_}%5V z5?I4<>gd@1qM)t93#zanD5M>0&judu3u7D`f~7csI?2q{plcB5$1UDpT>16;Pe;Ut z@%*>jn~QmS_V)GfCm?%yb`Soq@eU!JUF^x{yMB541&{Oc&M&TBosF9de-)=q#}6+) Oy!ZnP6A^`O0x1B0>*nzQ literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/allocation/vendor/TEMPLATE.json.gz b/research/rank7-restore-carrier-skips/allocation/vendor/TEMPLATE.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..114808c32b1799da53524bdc25cea67efb60009e GIT binary patch literal 1124331 zcmeFa2{_gJ`u?x7E4y~0okmnPS(J(*LsW{LA@dMIBtj%1b32vFR2!8!$(SKYWK5=7 zg_NlQp@q!zl;QWhKWnhCwD)(PbN#=+|M{JB?a#G_ENiU~*IBpMbKm#F?y-~({cqt^ zNA~d~PT6yz!y1dNk2CWK@bhxmZ*9$I(SLr)e9_|NZfmWizSewQUJ}0G!=!|DaHy_u%lb@#Ax(!3>r<#%`Gwa9eUB}*c zyY{>5P1Lea^%UoRpRk-9(wOShbC~d%8l39so~q6L&OX(YJGy47w|=tSb&7rR^p*PY zhO{KL$)VxiHBGL}Q!VuqlZ?GnBYIPPQ)88`W3{f6O%mf>8m?m#dQ%N{xn8cVNt4Y& zt|RUB6R-8yb0-z7Zn=&Q=ZWH~atRYN^=43xoS|()LaCEzq(lSQV6VWW8Z(md& z*{&0F1xGmU*T*Mgza}!vL%HrSuKT{9of3Y7U*F=$tOGbp#W`2SqWxO@`ht~1Rq)m_ z_D6ALID&8_@lLMDtRpx}Wqgod-^{BFxTMgnsb|Ak5-VOvZT}o|MKrbN@OH77D8F7s%)T0`gcp#pm%^2C6V^qFMfe%}^?522@AOjE zjqt1HChU>1pK}#Qu#vI%bB|PJyDej{$wN31`+wJsUHE(hKlegzMh_)6mI$$JQudmj zeUH`>PWoaQ{4ofY9_6_ zN{bv$NBAErt-g6={7QP1Rpp1zS)m#puELX2?1GM+;z?Gi%Ep5crEIP{%XEu8MT(mg zI93hY7qMU1R_z=-aYJJJAa`Mz_-nN?rA9qo+aiG@qL&VizvAysOaD_VslP8qCO6M` zl385RNm-mv92bTYUl-=%tk>AD;B;f;fm0kDa_~>`a2$stF3g&8FeZde2`|A%p7E3Y z#C_+f65p8!osUw_o_L)*{prrLClU|)WB1d|O_5+0r@G@S3`X&|h zk`Y{M*YC-D8^dr_N`B{)9YOjd@ueP(`lZqn6~R7ZvBKsvW^qzkbhXRgQUIXG&ZwUPhSRC^FdRv2v-j<>)!_Hj5Ugf!p1M ze*~7FsqnOjICXx*o`_E|>uOI0Wq&I1^FJrN{=IzuLYWec5@l|JJ9?EgWf*rPAH#sgnHqm6q&ii5P}giB3ctN7i0N z5YhiQCr^6Eqq>dU5|_G%EZQ$eS@wMU*t=szh2!2f z?QpL#b(8+u?uIDz?zZ?7o-e*;&eE^B>zd_Uwbh z2ZhR|!tChC9(^?$17D%U-cYijjbp&NqmA@;<@JBu|Ici)o!?psB3 z-%aI3$?8GU5`%vARW?0tdLJy2m|wO|vC-IjS7OBN zbvxsSMl6rl45a+zqg-k`a<^KzGd?xc#jo6WyGuwyLejZ}HNz!R{Wq3NMRneYd^xiFQIAiHx zy0&$ZQSp#w6LY`k_ua-`VILZ|7Or=>J-BFW-S_))mdTE#>m>|=IfpKn=&!E+)MWSM zeNlWeXJY!h^vYiC@r}ts1`-wNnn_mu#cEYW*RogIaoAR@c8$mpEHqQyF{zPUD8s1R z9#?(UGyB}oy>p@csjOADo{k$IEzmdu%Vo^vhd zT~V&JdvL?_OZVVbZ(^HR+6-UWb8Jnx1tb;U$jgiO1-Tmw0o$d3w*s9m0pd#p>Bkp4j4x{Gk;#pk!M@? z#~g{J>-{SIDArn<^P=>!{l`rhzIbysR-iA&9`*ZFD1F2&7tXudGtX-j)dQ|_Hrlj( zE)Vu8Wi1&sc|7TObe(QASG)g*-9{s~_yf1RxAT$?9V^0+O)ejfv)$9#)QUc;!pDB3iwGr zJ~ZlG(OQ^pbUnse+FD%1Zg)$> zt;u~1QXCU9JJaNLnksiOtRy|)&H1hv`W_SVFUxMqX$uj}*qZm!B%0p(HGKpZA(Sqh zD{^5$1bg1h2bg2u9X-wZ;krNd13hi$JVpF*s^3R=7Xf~7o{t3deZwA+fgWKexAV9> ze&2$F@-pzVl(=LQas;G5NqvN#l-IBC=g6#sxFp57S7mTX%J_$VeLRs_v#-u4 z45e^MN_aEBzV(q=G_Hz7W*x;Pso>lF`mn1$eUFyo^ZB_MU*8kk=JvmS(7I7SZ@HkN3yZU5Q-FvZXKdMhK>`D(kabK+yA$4jGcDBz0=wi4c>qi`$1 z`nm$%_?iMCC62i4J_C0-b>Zi`Luc$?t zg*zx0UV_trE{-5jk@tGEH5;DP`7-EE5IL$6gRe{J#|Bu{3UBu-O&@*b_Q&eKMBLck zf*r!u!9F6Ppr4+DkQ`r{^C>f7RbWn@v1u{rvb2L+2NT{NappZ=I-f90vdavK9s>bp zpH{!It;;J`gUfQo8KDa_bXnm7k?d_Od_e*-<(XH5ePlv}+-oC`D)~;9G<^I;7nIhL zXoK;~EQzY>ahWN~YU=pW)?Y4w6kLy_=4@^D!ow{jXc_N&USIewNpf=#yCkziI!QV$ zA}wOr@c6gA8O4Ka)%H4s^fs#xy{Ajrs~cLDbN31qudP;ky?m{@<9HgMxx)kZk*0G` z^NX`ePa7u;4n%m0oAvVIeV%s7`D{4FFnmWP_Bor`Bd4nwPr4~-6vfBV zB)vQa*9*Do7@hH~S!N|b4(r;QI zb{P9$OWVdo$j6Vq1U>f*({jsaYq`+zr9%SsA%1kfU36bc(kb_IM#kW$&G}|j?1}s8 zI~KN@^f_!29gnQ;vJ3ijUTa{-klg6X8DvgR2ECMbkj`e07zUH&`w3(Gp zYu%O;@oQOQ3!IERR)=sTcy4kjS$&5i`p{dxX5KBlDY%q|7iPI%e~pZG`7r8!T~6}W zkz3#3KX;{2S$hy>!>oQnkzzQ7$`J+s29f@4EfE4`=fu~4tN$}k=adX+(VUk(QFO_i z`%N0P7c{;~8k_hNUjEi)`)xsH-R8WH^iu2Ra=)^Q-=}WV3m8SIUV3JDDS%p&nE$1S zfip``^*twjkvkg6S4J0l-sn%49bT;9f7qxF+qsWrL_^D8ptAvV^+5ACK%O#Yr z^71=ZzkD!ie3&altcTT4<0yzs-@Y8Tz8fIYV%JaYUnin1*bH%0^a`6i zJnu8=cQULD98te`q3_{jBb72sJ`_)RI&>oRrBW0Esgro1Mf-!8i5 z97yuXedU*=Bc4K&o?SS&jB&0EBa1T{h>pzd=EyLzIJ@kpQRb_auDDFY^h5-UMa7E{ zt&#gIY!xryPhOfbj4aM*$S|@vqk-s1+>VwEBa1V#45LzHh^7)} zfLqEaN0@t6nMA{W8yoIBwm{7QnF-+|Yl$~HU+a7ftFRYc4eW{h`7K8%2beV%ob5Kf z6z=?iKHu0z_gD1g(L^~m2cCVKAD- zAa!xi3D9j21#`&#YZ>d=OyX;Fln`?z+2=8M5{|eONnboTqpA3sAiHLquq{ z-X?H=#L-nI)fQ>_oQRiMxcime{401StT<6YWM>s>$pk0Wd5+yJf&EIw0xc11G(nP8 z<34@vtgT{@um55=lbr=+*5}J(G%Mf8X)HGJXsLA9O`#<(S>KhF)OEU$@ma&i>|JD< z<#n?U7Y8KIq2Ct)PC#BSf)-Usw;J{P9oa#mXU&f?D{!Xoa`#r0sBmS+`SdjJA7qMC zTBdR=wyRV|4V`VFFQ6aIFml$ni%15^a;>NNt>7BH$TT8GH)lnwd-eSwvYr>`w)_ZYv*-9lYY0kBU zrCMj$nEW|ZEq?SW6?Zov9u_Sz^GI%YS zBhP6(;1{I2*!Rt3Lq54VzagB&ME>v{eRNK|??j|i=veBrT83uh9Ia^j2>O1*t#`wz zKeAn#GkwwXtt0{!pdH&zlu83h3v(ZO)cCGsg~#*iCU;iB75(|m$@_Yp#`8X}?n_eQ zu>Jn?Q16<5QLRZ|mt%Jo)AEzx9HkH;+90h}dS{3z4;j`7ZDUGOY4HXT(PdI9%`qX${Km%gf!<8r zu|(ohp+91czCV#!Bk3XdXd+50Dl7L3$Ml+_l-kL$#9K%D%WlYt*ne^4PC7zTq18kc zx&;6B!(#wSh^GO#Th4`HF};(j&U9wL#mIV13qjOZ3vaU0;$ld*QnNnL-KVIO6r6=X zl57q3ks2HRZLQY;?@XLH^DNkHV+x`?pp>djQNJ>A$6d@mC!SFt8zsbpvf#Aq3`X1k3#(ISU`utxT zvvgIwSd-dwkHyxsfnmGYQPYNl+jU~Ec)`GPCO-SmVrFE81|*F*NhV^${|$!r{}3bl zTM)2!NB<+IKK+As&MkZ`5#667otkkl>)Zkdk2sEfRhXXwI@W~w`Q#+~_LmFUo+C{; z1;qPRfqU4SOpLEup{QZ3jN!Abgm4q2dg+An zs^z}3VVW9km`0p-%2oDyEZQ?F7&`~1JzS6U7dNmg5=`qmO&WEU{1L|l^UWg^pq6rG z$f7JN-mkwrY38gm+5kzCnLTD}0N$0O<8kww-sM;)=24hR@t-GDw%HDdrTHUM5 zKT!X3=hlIQx0)Ba9n(ja_@k*RBalRmtt}jOFN5+AAAXZ8YCuwIg$=KBOvjJ)98Qv} z+t_B&gM`{_vF0YZ=TraywMr_WrUpPQymN69(sGs3F>YFS@iI1c>ion(Ck&JmDYH#P z3MsQ(;gPNvGD&i}03tQGg@IOAz#l`8lHJ`e(Lpyj#xGhl5aCs^$FGJWY(PnEg%)t9Y}`QBkvm zXm+E4V;*|OW@l;xsD;`ON1Yr?*ElBY4R7b;tf?|nN@~9?&lp$NzU4{Xp^|lXSU*LS zwBI%U94&0-bERz064tb&c=oqtHEWDQmK#uCYjcn!FhhJ#!5>dWB zif7>!k=9ywU_6kQPx|Qfd&l2s98y1}aw`8ywaY7j)<$@R;1NL-m^`@uvOXZz-VaBI6WlqJOXif!x zStTc2`QS6tCVVU+k8bRFcSnw|VB60MLH79~6tdvMlv% zB#WSF0~p<6uk0{wIIz8=;>8c(3l|$}+;7AQ z^h{~h@|ljb9P>*JDI!TX+^8*R@}qaDJ!x__;~tCDl9hZdr|oDT@5tvktM8FVUW}TFA@2BUhu`6i7bsM&YrOo7X|S)X9cIb2kM=8tC7^lXnYTD<(>#GvMT^RW+?q;bZgPH)y;_&X)1`a;u%4Y^ZBe?_j)w<7yH~S%Itt?L6Y5hfbakXx@(mf}c4_O#JW8m( zuUox6h)p%S`fyBfZJ+?3=+ol$j-g1NwTtBPyC}yu7$1|k7nZyOKfsdN65q>Fbj(1Z zX1Tgm_C6PB(KBz>Yd7BD_0nejXXDQJ&b7mP^_M(-zPg(2&Z?8f9U+Al6X}AD?7B`< z@k6;Eb}+1zUtl16vGwPbKd+Qfyja6`Q5I8X7dHbIgHOUrP-QXh{(bAB*>>6fcGpKD zB^>cEw^=-F-ifExJ_GY3J5?B@7@Ds#6oFV_-lRh^|4h8G+lpw-W{QjH*b5-14A$a| zohJ$-gIHPqNGfI&HQ(6mUSjCjI6CqVjcDyk#ZHG$8VMQ+>Rjl&6MTOFX!X?2Tc>$Q zMl^2x_mQBl7(&a#^TK7c>G&ceP-mcJK&F9~QCRF7pv=(hy@S6wl6vGBO%#}$M8Qax z&)h3wgJ2j!Twq`0$kU0QGaeja+Lov~6YU_=mbJ8s_+gF-ZDzUh-*YjumlC!9IXusN zP`=8w4441VI z(unQ00-Ic`O8qnVOH$NMm>qCg*{@-j%fu9VkBt5bhbkO*L8=XS!9WUuG-}HbLTF{e zigWoHf@w1pnxBFijMP;AlA%Q*;wG_&mMN{->1rET!Qu=cCcs4@X(c;?oW94K1|o|Y zNu`x*=YUT61low;Xm#(@`K@~*L}Mu!Z3raVhnW(MmKzNrw4`Z?=8=D=B*~R!{HFXD zplORO7fvCmIc-SevI%^?5eB4uGesIPD1d1*kqacTM)c(u{voo;#N|W4{;=!_mHGG* zy5BmHA*{Uuv#G7ov|QoIzL}-2z1G`R5&kjStT=bCPK7r+@-v7DnLR-iaexhYC~4s7 zzWDH)cXrZpNQCuS>A-grz4ro-0bY zk*Q%&PMUQNTC|I2b?JXjQ98)hn^{%j(Z2LWA zPB_i1& z_tVm!uCa6P?_hae+!BklhYGzSqA6ffSA?WM1X$Cezad-NH)Kl#o6)q}YK-X(aWaNE z#=*vxRO0OBn2mI7(dC#mVu=PhsTRQL2&HOP5fc%$@|y41?t<{PhXscbP> z)4%$b{|CPhXB$%W&fR#YlG`z!e~3%vr1D7z<&$G4{HlRADd4}az_zdezlcegl=9$c%a!N~F zq8{+U1Eyu*v8jF0%VjIco-`?ynKRDrKgkH~_gVUkh{N*80&OP@ITbFxMeoR0Z%`Xi z(>YE%65|WN`J-_nIK{LV9#SC@H2HZHBsS_@|4rl4Gowp0BqsfYgk!n?otCu!S5lz=0xzQxjQvhb3z$b!5SkhwGcK5Mq61|+W#Kl;d1COa zz6M0w97h_Rjm`Sm_zYN@bAar3G84lBj9;BH`dU2}`TG;|o5+SX4br|pX1H3`_L*o% zn+|Z2v>L?wAkB%J&ye;$4v{l%m?37&N^_D%oFsgvB#@ENJ!GMWqM!SC0k4(GOlLRe zc+w2hKAnhR1I57RWNnfu6orDE)fPRHw9IHZpE|#s6NOkJRhSdYZf0x9jLO;ckP@9_ z+gBxwUj+UTcb1;X&5WEfN?(sHrUV{Kp23*_&C>c)RnVfZ(ycA0x^1hG8%-d!Y0VNq zXCV;djLup8@pbd?+3eZkY)SN%W_Umn@&kUYb+L|t_n;e)g{HJ>aF;3^11LdBj9$X` z8+dFH6fKwW?Kqg~B1?nvyOfJ79=KYk+q!8$(DRQrjx8C;i1!68uO*K!G+%ox!c)xcEnYI( zBr+bnfYYUUZIg&;z=C|!?uQB=fuU7h(-!{JV5r;jB&Et>Oi3y%b;RcB(;UK?eHM4U zMpg~mD3qqFSq;l<8_U?xE?DH1Qg^2If5y;6hKxe3!kXjvv3Q65YBq9=7#ZNtF6GEM5mmc7;mb=M{on+&pxO4v1yZQvL>_}MGjyP7>4!kquyil&5( z?Nlx*UL5&jVS(*}-9+$^0T}=YW~!2;Sur@#IP>I?4Q&J0S`8HEJ4-7A0mk-fQs7`y9EyDQ^n71wHWE@h{34r~(m*XEm7Df7)alR)k!5gV!` zCx_c{4220f-D1*~L%0!BGN8?hN%pW=+6?SrFhIP7!v=`E@_wa+UO|znQ|A(APerjb zCy=8!F2Zd(rAjmg?&Hv`d=|m{JYu#7tyJ1~u-+QK)8I+eaxBjI2fxmY3FkdAQDi+s zl5?60QcXCgsi53+n)9p11Syt_g*lTCQ3WSaWFU~1;H1`%(_v09h`q}NgBWH)+m&~o z`Ycr0P{lc^&%(0^lAj;c|IAPdAJvF6Z5z|HNbSm|5dZ~9SA-)5ZBZ-%G+;O~pkYol zt8U1c&Q^4Y0}9|ML0f6&=MwezCdnQ&nyE?!lLp!?9dPeK{Du~cu<@qOZVZWK+C9#Ii@KYcIW&p9o(p;V>TiqgELA?$s9!nmNRnpVW!EBc<;YT&t}u0|Lox9 zKLTVlPs!~g_L^LT69I7kT>{(*zDrh>QUDr7k5PIzj$a`6Zp@3&{=$V8N995@=JDZM zL5y&6?aA92%W(Aw#gGQk%(dbVtyMOHBnk@z7a3L22AQcvKSbs$9zkN5(>Ks5sN(CV z@yD;y%HpDUNftDuzOo6>Uy&Ko4=hb+Nu1OSidJftX7^orMrHufGFq`tgv2CiW(FLY zXv8|Bx@|?%k@pOZH&x~_qJhZ=OSdBLJ^Xzycdx9r+$t2!`{p|Wt)XoM(vIcJ;@2!` zZTCw)`$4A{Yuwn?IkLuGs&fQu67s2CkL4`)>ENT|U~G6x^lM4@L8g?C&DV}q!c)G? zoM=AVS$7xB9br=YQ0n*5yQVPxtV86A@{*Y1Elath?0yku_ZI=5zbvbY?_^fGZaxI;Vo8W6M**3Kup z+BNG(w^@~Nx_B(%>rQ4j)rqf8A8q0>Gc3@(mdPaAb|Y6wFUX+tW%^e(?f8K&sflAY z*R02_7!J9-4ySLf47pF2!^)!ArPMs=oIdU=mS1?vx z3#Vi{&k_|{6jEr94xJwa*FW;0#myLUM$BSi^N2LRGL>AxG|{~AHyZ7J;6iihpcjBa zC&`A^$5B(}WTy;6KejF8&>~88n%v&m(*KrCT_@wi38oQ;@kjYZCtPa8o^B2Gk+_?A zaB`1n%)gZE{PJsL9~yLSx)tj*PB1ylbvR0*`sF}AcM`H|p?Ih9UvRWNMLSHIoRbQE@jIbXKB4=k}Q%zlT&_{OMF9 zcs;n?sFFnJ2{Ij?la5EalH5GBmraEorH#bqT)0^ScjCzxDqMwf3 z1Tt5piO%|CqgljPnH(N<`E9}YNjH~q`6wqsUjS7b8caB;(wAUFBgZnKK4UYX^8eDJ z3@U>ewdwyKw#xkjC)$5qW&f}xZZ|&v9Z*X+`!5O=!@(Atj%)$FwiO`NP*w#%k};+>+djR@WEl#5Z5A)3$RO zqwQ6kU4u3QrJd;j(bbj*?x;NQRS}J7Z*ASWDI-o&85**r1%aNU=(1<5=fn|HgUStJ z4;l%h^?t)TFp%82=VCfV3#5?)o{>)Hb*qF%pb?E&6ov}XHc1@Z0gZ0QDOrKDrp1!o z4I)s!p(~W@-j1a#htEQ$6`c3y+_QvrR0}p{azqh(H=x$7<6%+QPnJlfDMCq^7u24? zQ62-Tm1s|im1wH$;lGeY8WP1Y<|K=>+3gz*P=vNd z9iFT4Y^RISx!8GX-%t}8M-tc@p@AbToLGrQ@i|g^9?^C1Jz9(UsC%pXoRT(^ZkNt9 z2r-15fD2pp#%#7)?>g@v<~cbo>tMATdOMVZ=E-wvY1>6n`Or+A>-pzzM4KljP|;+8 z#RLplp9q$vD_B>tEh|>Iv1fc+`;q~Hp~C@n2E)O7Tnf;PGboQIQRu~Y^JuSQhO#$qvpU%T;_KD4DP751%gw7Up)ywug3e%+L#fV^m=s;?t3>SUEYL{@2h zn5Rq<901e)-dq%Nqu)G|pjHN)Xk|3&(1I@{ zhK=fX{XAM7!<6a#lcU+g4{J{r{m=W*v_?5^#o~~PsaPHGYe49)0WNC^$3c%_b!fi; zbfT_9i*&jnHI{br(H2tV(Jzi-Ld#1UOL|AsP*17?Bl_w8CJ^J80C*%dHcQI&aonW_ zREF10C_)BGHxgB@M!j;tA_5QoMnvEnl`@lEY(|a$UKZR;hY(mq>@_G z(h&fS^mDrgl;s)duK8gWwh$W6CyP#2;B54%dG&0xeSNfEU3b!g0-xVKWL zIRDhwnGMi@ZT>)+K@%EHN59;EIx3rvJ5c3Q{~ka4FD3hD#cWiR49bb8k=cwJWPWzP z`!jsZLh%MUvsuOov(3$r<0Kl=JQXVEPY5U;XT?YE!`&Hrp!3o9+-U{kjdA`vL&i21 znB|`|-n>c?X4BA&l;Rx6#+$Q+8R2~;l}aNnd1ZL;XFgz=(0mG|sJv*$a^Po~^ba>6ba`ifkwdob^r zRV%2nHAs~W0y>*VmHj^2y6u@|530Qlx8RHC%jSoi!36%RGF7_C!q`@Cr&qzhJCjBDK>xNI4 zel%>b4#_xHwcC08qDxT@ce|WXW@%gd)7e|}j@gPCk|LxuMs5V)Sd?dqMhbA2lvudC;O8l-e;rZC1vbe|1i zYXovcd2NX88qrRCq#`s@pBe~0vev6^e$n=hWIp3V*?@5Bi6;3vt!zL#Rr%T6BD92! z32Y_aRo+!TwuK_a(1JE0<{<2_FM~CkHJcsMo8|iwhto@&c#740UVAH8Po}SsFy4PX zOjt_nB{tZsyYv0Qhj|tWq}mue91FYREn%fM{MA!?wOvxd{iMuf3&YQQ+iU+u3!06W z)8cS8JG0XCjvBW1niDK7w-KdXV_kfsLsPHq)0v9|oCBDo{%%`s`=<^{ zG@#>0ZM83u_v~6MX|h?naAZWxhKRs!5Qm$=?3RpAl8@2oC!NArIQ!G*Vp{S@g^rv`$Nnl?Qd@?BHq7`JB9OZrK1<-e%8}AxZ_sr z$^e(${OfLAe>w2r<$#%=h7ucI(q7_T*3~{mw#tz;_%D$3WJF5`)}k8NohpCocY){$ zroYCz;Qr2Dd8`Ijc_kg{N_!;9fl6nCVdp>tECpahz-;*`8Kf1KBT06NixX?CD0&vL z6x#XkE%QRvYU>dx+6zI?e6(>O|91&glXew_8xQ#YN!JUVVx_Eyp#YZdxC#B)V&>#? z5F>R*j(fSPsaC%eMvp_^6!|r1;A0L&v3tqAkysV5*Z#{^ziRRu`GfpMK)Ep*zm9TR z4_Q)v&3w5dSfOnZ#@4uU7*Ok5J(4-*%%a zjiczLffg&Bek%ahC@;+uZCmgh@I_N!6SQYwHx7M&`VGONH&8uq#@nT6*}@lemWXd3 znm6)Hq*2l!9Q|SN_Q7xa#m1OCt)-d3o40?>dSsP6kEY6J(c8D`-p)|8>*KB2-@o6R zZYA`|VPF6F&{xQGG8!vKIdNh0(E{}Sp=5YBT9OgyM~_wv$d^7iL^`)ULG(Svizmi{ z)o@91ei~}{hdcx| z|GqdGd*ai^S7q!aBeTMl>lAU8F@8d-_zgS+;@yeLp%499cnHsA>}OvUQo{%F5aj*) zqGaq#qG7M819kuZz41@afl-{;HWe_Q@i4wtwbzV- z^Q*>oJGSqUoWJ|u`=@b1#@Fs(S9^iVIGjMyseJM6+XZ5d2S%a40C8IZ@z0A2cy}}b z9Vt4BFOGrTP!&*dOPYd8?2X9~;kh%U`s_(GU^X?r&R76${<4lPL9*XfLNs94lRMbe z(Gh(M`qEU79RZh`+N$L$GcNi+fm5y0o&(09tzc4{c|F+pnc1I?f>Es} zexUiDgSs+o9jGiAP^EPd40_HN^ql0r5s);NawtsTEHttJTxx3S%mCaJ%1WuM1XD8`cFsZ4+!X!X# zjH|Wr?){G^U$}$Vkpw<<0%o9+V6e|$7BA$^7dP^{MyJ>M;CsChIot6@{Wwr?4vfZd z@$~z?;9GD4vfN*fzO8&U`URFkomDFc4&pc!3DMF#FsUipTFRjy0i-r#0ex0Ltr_yD zkzUW<-D>RN$Dt>!333GPB+zC8AJ*s-GNvySF3=*c=0yR*^`Vo4f)OGP7b`WaE`692xnu~F9JN}0{2bDwj} zCNA0*<)l{yG*p!_!#=3$G4J~x2t*dFzxaWPz_x6Y-v4%v;fqrcYv;K&gK%W4J(tM4G0 za)Yk*ASP2rz}1G15G+G*Q~!4q38nsQoG7;2$^?(NhCKpiT28%#JDl#$*g3#LwR4~y z?Hs6=zK(@E&k)0%JzBjPQskWjx*Rii4kUZ)Ygq}OlcDc?4HX>x8v^9{vK%I4Pqtx7 z#_i=HEZeyUZ|&#ar&!0xZFyhJPkPT}H2=>?kL`sLTaZk*m#dRSnd-uV+jMyaLfFCq zS!ueZQ1$wJg%|3;Cn*yZ@glTu!0;~a2zs|th!NdGCkUpPR$bi4_e457GesQ7#BZo_ zLIzv1MA9-3skF>(&Mg!bcXGn#=sI<-_E+X|>s%t2Z{?pbIcYE%@Ur05B9N7~@E+Xz zT=v_q0hy`Vq{r=sIyZu$w-$-4#k5t~M(n3eC%PN0n5Yp(S`oEqz}WYvOOb9#G4iVnQ|q_4+?VjZNPy> z!*$R9-~2)h^qGKvpIoGv3a)JK)gK5k&}Z`tG1VUkG0kmS8UHE0W=SQzq?-Ir)j1avPZ_Q%*wkHvsSv!icgDgdgbFvy6*-QE2CFnTeoXUf za9x@cvIfGQhmOU@!oGpH_w<2K$Poo~X(5Jbrf0#Kc2@L(6CcVGpaV&=3$V5`9NN+v zpx2ftR9^(S#e{v#>6E*t&}|Y9_AN!&JU~Oo3y{Eurjx0Myz5*ydE7FF%E@v^}W*jN1nDr+INrcu3aoGkQmoXvgQ1Xt=Ng zFmRQm9K=!RV$_>!o6EnBN`4ko%TZKii)uK~&VlpLWJ?nLjIg@XSb2s-!+zTw*ak&R zh2vOL*-}|ki!svHDfZFk$vG&u-KQmrG6eQI-7p)~linen)?`?!2Wz2pmOLBeFKU&3 zcIx?~cOUr=sRy}KeX%-jywB;4%TZBTTr_+2(gwY{GOhLuf$cLgo{5?RHbPZrJU198 ze8^x-5?woNu4Am1YgU`}?CQX!PaYE)mR7jDrvrzxG1jp)_p#CM z!y*J)+crwzs(SjhB<_W@n=KFseHS0b2?n*KnpIfHlPJ&%Znsh!)VQI>wz1jAC4pRH z%jO!9MGSdve_B&{sXC)Ab+choaPN7O`7;ESScX6XG6a*H`_Cisv1{o{`fGZSCRp|y zDW}JDT)m3HTOXp&NB!wN*_7$Kln!M*&xbRit(T~U-Uf=qzMC-O+X^fI_eIG3DiSODPzc)JXiyMU;55 z5I+N%33!YsKX$^J&piF8-%!c^TNIfvQD#P)O=t2mbqW=N9hwYL{O=TIQY5JCI7dsZ z_$e4Zo|KMWzQK3!q+rzYTxF@v)KV=x>jr=`{PzWfJs{X(igFbf8@~on2V0>Ks9Sy& z=`L758p5c5hGAvMbxW*#WB3vVpf0ikumS)@=39sz>LZ!@H+dNL^_Wom(K{ERXwGL5 z+RUDYPdH|rDP$R=sZj|6>(G`?E+o`oQu=@b+(wzq)zRVdN|E-?Q$EdLxZAymSJC~19VY9h>j0&60;bTkIj%}WNe004h@SoZIDeptF+xb?#e^chA6G{hb(MySB|GXlCkGu^mr(?EwS%W zIxNln?+u#g;9nwSKjv!9Y4)1pVt3E7pgN8QQ9B&FC zKfyGu1D|V+e2foVMupE1N+TgOAZK4Nsn&-h3!)n_jZ;sdkRvBzTE9^6Qn-Qa=vmz= zy^)=;94Z`go()jPA-P&@yh>1G9Fu5nh$Ry7nc5&*VwVe}#w$eY^5LmquliXC5yX7n zY}4U=7d_#HGzbxNLWtm!Wfn4!oyj&w2#uCVbHqRBhYbRfvHfT>)VJNxXKSkva2~B3 zjT1kpAs=vFO}#BM?QS^P|)eqMwv(WAvU24Qi(+MMy0TY_A*%jx2o9BC=V`qCVASzXyFw^%(OXgDC|*Yg<+$t6D*$gZ8+$ z!^gXvPY?M}ciCR|7-SZ59WW!W?i?K1KuE<^d3(xQBo`*KkXLt_A29MaF%zYoArQg3 zY@?yec4~^wYTw}Aj*XS{V#&%d~3t9!G z{^`cYJcFVgS?XDdlzr;ev-hbFKWjYq)o8xljy{}~l<=r;zzbWdYKeOi~%oNL0~@yH|3IQOfPrfF(algioS z!xIm}=5VT}X-);9(G3(igCR6QGD7n_dUCA%Wx=?>t?Rx^Tn^fMlXRIprpu;OrCNxS z&1N*B{WDJlOm!FR zZAMUUS|yJ!WjRUw%|<}8{RxBV97aJNsFXC^s|edZ(>PQWb+O! zVFpPhz0{~Cme}3ZRMLxjVu{^NCB3L8mc+ZMq?ZuY#1gxE-k~MPF{+8>Y(@6Fy=`dR zl^vBY4yQhfWl4;?0;63R_QtT-B54{cwk@jf(OrDL0SK}G-k^C7{vB}aZy~j@Gi4!xf3cya6PMNW1~ueW^p7n=8!ZN0*~T1LPwD0V6f@xL0X$ zfld!e7xjXpL$Rj8BvJMfsgpiXCl)O*;T&$h7ssS3kfF9GLR*b^(PGg(^czxduxCJV zA8#yI)I(E)j5x|g5Zr=0(M3p5?TXF^(37Ufm;*Du4Xa?Ux?A^Ri3PcPV`gGAMA52G zrAcNI*%{(zM27ZrHySv?rh&JxSiJ}0oaF)Qau=h-1vYUBubu3`G(_V4DHm{BLZpp91taJ?0gF* zMB?%L=-Jz!^+w)8h3w-V_j@ctDzU zLPuJ4e+=wKSL%!zjOmQohjpZxw3H`C_(yzzaKT5EA}E0rfeYJ&h=XtjE4%e%2Fa#I zfoJOv#0WY&Kj_OyOkop0B@rDG>G$5ptiY{|;OrdXQX9ZRwXQSWQG-&ER%K4ANJ~sf zBCQ$7>7cF6h-(H!Ryv`Iv~Amo6>0Vf>~BkJ)>IFy&urNSYXG-2D&FpcKf-1w zLa4EsHIdbHU}h=<0u^lfQ=f;1@64adO+|rIL_Zj_oFUR@ut}WSu4P6OAGPGq&}ZSE zF3bTg{QNe}Vb|q?#d=oZdAS)0;aTj8q2buP_6k1+&Cq^MEI9DS4j}X2_dy7u6)Kwbgl7Rsd<;?z|yY_2ptsY86a}DD^HH1 z+9A)$MSCQ=6ZN6#qp#nY=jqEu@TOzR*t8$En0;R=SW1L{Gu>yPO3@C2opa4;ZAKdQE*2lULy&;+I0$L9Q{7+mL250NFHo%|kn%*E;enc2wPq&V30V(l47xWOV8Z}q+8XEc z)(#LEakQzsv8YSg_${P7YxWuOBeNX1&m{L4@v9y?-BBvzMs%Oyi|wm#_J@PJZRP>{ z)P>flmy%)x!8f)O1gJ-vB#wqu*%Ij9aECMjBW!^JW>(Z9f_UuojFaL>gN+vd#C_%z zBIjBNyVM6FbYPeI>E8N`N8gNpVcT)*``w9P+uO=VB@)X|JP@7AvN z&|s^Fja|o+TiY$-Kdlui)k?8p*R|W(^+B`f#RzGWI%YoekY#upxueYp+oZ02?6MYV zlX}Gk`XICd3e0DE^{m%E*?~4|Tu`4h=*8Y{e4Tw)Deutbgd~Te!KWjvgHLwJnqOzr zSpR^$q4V#KHn+zF&zm98kRH$X=$@*W6#9OLu7Mu*f*UYzTDme9+b&Su63an{c5Ujw z&=LC4vRW~DMsVUmVNE#>7;FL@q38%77kZLVA-cY&iP;N|B5(SBcD)4j5Epx@S?DNJ zheVF(b(p0|(vv<;PeLPF{MAiv-Wdlm94(R5q;=w4(#XTO1bsn>x+lgxrd?-BG`2D5Er(cGf7GJusx`miHm*f z$$l*~$_%!LKMttd#KP682qis27j6^ zdN`dkv6<*hY-UTrW->Fe87l$g*zh9!26#V8UasNG(JIcfPtEbhFlXg-`-LRS*3OV+ z5nJFVeR6@mJGGMx({aD8#U8-5HX0GYy(B>$OiN;7V9r;6_B<2jlY+u_zmjK%P$COV zY_{=?+SxY1v6f1dow%+^P0d&txEj|W>tivM7Y;(gH;F$B44i=v5V_6-a4Ola zqPNYuoIG8I*JNwO#Yr{-&f;bmAX0g9R#y?7z0Nnby01?il-9Q0#BH(*{3@ZDVJX)8s`vpn6aR2T6y;f11c%m&t6rcq?sKzxPjs`v7HcGc3nNQBs?trDip>NmD^ zd0j{ApMagw!8{S(#2clo`~(*^$AS(KI-Vo(5+m zP1VzQPb53ut5$`}4O#tVLWJCFBTMf=!1IwK{v;w{ii1p7P4NY4$6nbPb8bcKasGj( zN4^*+GhYoZXu#DAkfXr_kR7Fkq znTneFV9m83?Vq&6#sS+W4o__3d0D0V)9WI_q;tJ>y)BB1gL4z}%hoA28hh^=Q%YR7 zGycibqOv%73A3K`L~eekH#M(8n;q<{Hc8Q8tCUV?FMX1JLah` z)KjF*PgWt$6NxtcjUtzNjCKsQ=M+ZLe|ooO@Ug{*fqQKU+YWB;stUIHki4(TcrjML z@y?)Oud7f zcUbjH>lHuJOn)yCi)P@Fkn&1T)Zom^8eZdNKWMI<;X3;jxz0{du$dwe zo2{qDW(22T%;EnhATuGkoma5(d*q~o&$^+1cPM~Oo5LkLm1?hm9=2CNT&BQ6FR!jm zq>$^S=epbzPo=C$_N{bEWjkFIWvNs$_Jk0Ut*n(S5kknm z@7w$PKeIEOPIr0ld++=C%rqk-^E_m}zH66^_fatv2=LXzeDSBEZW8@ju`AGMIx*j< zB>`tQ5%5YwY#9P*$OCsp2YKMS_Gf)TRT~T| zt0B6W+RR1BI$~Bc>TD!(!DR_f^_tNaD7$^JWA`K+3#}K7u5AtlHrs#O&en!~H`Rf8 zjC=R*{K)s%DDC9tISu}sjsiPOpfHJf&`eabfx-b4mTi*%&DV>RoOSS=HQq6Qo0g;J zX04&&Q}mrxK%5!=-wj$);Mw~6A#41q6s0As#jn9PhF@ijzY3{`2PevKOEAqAWZUU3 z!T)b6`}@L`e=k8sFUUzUoGB9xXJVv;W;V#1zMXFe?b=>nDV(S?OM`?RYDlw#{#xo} z9Th&K4Qv8F>zRtrJS7uFpH4QL5v^xL&)FW#b9QJ*6hfLzldcLBX)^?-1wh(FHw0;u zhsc?saKKAg7kF1$0Q^};{vI6n^)nZ9H{X5lMv&S&H9IUuuaKev8nJbR6!pz3ceXHU z;zg}OYVV&tDURg$iiS7#ByeUokd?vHS=(u(I~eFBfMNkk$3vbzJ9hN+MiktP!gFq= z3I!}BI?pCM&PZUW;eKecz29l z^@v6RiH@4P%~I-$$<78z)#)P0MK^FB*hvryufVdvo_fY6APD`5yxHFBWI<~*XkKCS zDTMi$^cCRF(xJ1KC_3+2faB6>4G>z5gvuk$5VzzvpMPkWbpb>IY6+162C$pG*upo| z9`==1)%`Vyx%?|haQBaOOc#Ok~jgL4Sj)x>2{cYLbf^z9}B-1 z6MT*2?=>iUiD*0;8FV|S{AkP3ilerKZnT0R4VYAq2`UbX)zxScy_?+!g&f1?y%#P@ zNH>g{b2t=SS|MZR`rhN2bj!*kY9zy1EawGcB;e=;^`QI<)-nb}a8@#+LM-2)V>pvl zN^P+WzsFk2{JVf{wAR2j{*7g~Q=Z;2&wa80XL6cZ-!#6#HP^lEsGbZ7oSE6b=fwlZdW+`#$4=g;ZY*fX#;2KC^!TR)eV%Giu3ULN~2_wTT2a&UXKgrn-Ml&#*Z4L}} zFfz7u8uExNxrLNai8MCqf{BT)%HQC#z@z|rVFe{L=648yKqvs4PM0g@GFR9){_cpO z=Q^F9vH+`;aa3As?}cqY6~{fai1O)L63G&2@cZEPTXCxfuD6S<$h!Id)`2{gIMw%J zA95Df+DE)tE4IeGvP^FRKxIR)g$kP>>F{;3)@Q=r1M$ET~`_ zBm#u#Bm$<91GO=jwtxiFek>7CupkN$rykKmr}@{qL8t*#^gh3-F;q2Lb0HNzU3M_z z0=a?1Pa=^!ZQtnnNn|XO1H%#_!nq}8MTqArr}5-xTbLa{Iwi2TH2IQq}T3r(! zzxYtjw%HG{)(*&9oS%+CqiWBP+`puP(yRf(CQStM|5EOT!1td$DEuCpz@s&U1$XR znHld4(k74jXzhK9?~KNNHVLB*KKCTCXb;&Rgq*o}PhU2kc;gQh{cS`Cn&}bfNrU93 z;xsq$28bD>9}ECl6PnT#{dwLg1uxoBd~Qzu&LobzH89iph3bktXX#L8%f#{0kEsJ_ zK5xuK55{?X;4r;z4U+$iAZt>0Yb@~QdSKLVybD^=mIS8JW;chSC=F}8kWw#jh6(ir zmTy1~<@jJ}8!thKZn8R?jNrS1zbwG=lxhMCpvBgiK2$TMN^c(a9M9Jo@VZe%;L+4Y zPS@hYzCthnJA>2nXvAQ^GtpkN9zIWpW7A|)DGH}o;eO~4q5chkDkhB50%%-7%EN{u zc5Siy36FC3a$Rg(z=E?){Dc^6LUD$3pqezvhyj@GjD%|2iY~#%$d*pC`Cibf@9N-X zFn_6#i(M;nQp(fb}bd-ptmYm?+j!{4@FVc3hRq$pKYAXv6U3P2qP$fBrr0ZeN{<=`~@ zf_l<81>-jO$WC@>k1cGVyb!~FLCWAT>(ta{#>(9vci)<4!5c6!NR86W^ECcg{R0x` z1aUmwV7(%@5Hq$d;MOe;+UBN?1zx)*AvB0cfTDGLi3NBljCwlH!`@-c9 zmds(8U7O&cUH6reb%-Z-av-&{avF0Og?I!6>_V<$`)o_MDJ_q{{35eI#8|FU#RFg| z6_It5G-sA+i_a9^zqX*uHL0SG47#0UBqft>CmBh}q}NGCRx;^zl980mY1=SB#w2x; zQK&Mq@&A#ei~`+|Ly|tAP5v1#v|VlFEGkrM{C9MneP8R?KZ6+ibHCXXI*n9*MmC@+ zP7@L6`ICqMvGR=KL>t8-0$g+>0@GzTCt)-wAEe^aJdS3AIe*JeiuVjGX!$1h>_+58 zECT2o&~`02|$-H^SxHj?3mta7*Iz@q#32lW@B^Fb4rMln}VsNlXb~ zMtYi!1s#wE>af{3^6>XIbNa0K%TF*4VdKOxh-UkAwIIZ=J z)%n2%XIE(KMTHkvEJyMmv}4{gl-OKLNo*dIMuxz>&{4amSgsQU&Vrw+76@&RAK!}Xw|6K<@I2LE(21lhP9I* zwUaw#e0T+t{g|-^)!Y@#F!;0pu2gkt=?seJju|gn?oDiHotZ$p$Fb^iWG0h@;o1i0 zd|lhxq2Yf-XjAL(QJdyF{*H%E-6e{gCP%AEt2f9Y1KJI5OR|}sB6C6uKhd>ymO2

    ~*j~ENAkS{eA>4!{CAbN|2I#TLm9*10 z#zyVi%1buK{W{^!u(Hc#GH@Sc-uh-8#>-A_O9RLS^=eB{JDK~UhKE!o8LhSSv0PU2 zzy>x~3#=;c7X*Db5uq>NJgmTtRIfIp$_Z!pjNflJNG-X$7JczpHr%(%x7#~XVHH$o z(3r6x$r*vQNlf2 z4fUXDu7&vKA(5a8%1v826o|1RL=*Gj-jz^`m(9?XJB9s)yJiDjzu8gv3WY5)+Llk3l-E0Uy80d1#os@Pz= z+gmh~;J96AW!}3YyvKVH^+LZRUtK+w{SFyOHv}Yx{nbwso+AxC= z?b#gp&E$sKfTBAWVC1qN#6TzhUx=?JT4(qshU#T{G%x%*{X zoma57Y&0IfzMzK0pfz{x0w>x_>E-MbDu&Ua^GHKbYBLQ%xuYSdi4Yiq5}5rO0kw<` zM4-0qQe>ebsw~(%=LN!QIycUesx`ck8|?{_Eun#xoZp0<0Wk#9NHzDjBJ;^GMz)^hG z*ud1|+vJK`dS*07vHeXUS{CCXx87bSBsjH#=#+&~DrzZZVPhM1w=VqOE(^obo8n}R zb0cl*8L3@k*`(GpC=EmH8aza~R-UF^<2VJR(Jc!3em)G_i?CAd`e? z&$oXgHj_=C6o6?hY+nI=Oja_0IwxfNr+z#vYc)~GScGT^4YfJh5Z?To_EG`}%pzx6 zK$;hxmOvvc2au2%Ro@p_=SjW(|7LX_6)WJ8sih5 z%M>TjPYQ(G)%Jm;0M!j4DKHI0t5GcUbkHwodgE>1@SAm9NOF5~U~`}g z3K!BQ1!|5JFT8`7U5>~zD0(rD&|gdfXwBdz3-G?Vg>e;b?N+=fkY`a(kr6F1;NguX z)xq+$32xJ^2MFPm@%XR};)m9)QZBwyyfgGkEtRy1WKN>I>7@`fxtn$xd2{;d0BUH4 zmIJnf4eeU9)Msd@T?00>Wds|V7*`^6y?*`~7&pr|FiC1LH6!p?5zyLGs6%@RHZVdh zhLx!gUi$TCNNQqv%#YBGrqL{aw--$Q!SX!zzhfq~n@{8;dX%=k6yww2MJI1fCtyK# zQnxMjt>)SYGcz6YE-1o%&^lj%%6Udj6T)IT*Y{=wTK@s!Cf~MkHP)SDVQFGN;0Wb1qsMesN&@u~vLTky5(`$7xu%BHve4G}Vwb&ICLITC-lRg(R z+j95s{qEYcddbE=uRTj;xc&>8oOFe@&cXe&PbSSGO#JNL3$O|5%cP)T7Ou1%8K8AR zBL^|kHywQzjMZu^MYS64RC`6B+)WI&ZvZUEL?GN?pFkjG{3;W8&;p(NqiR3oGrGJg zt##(u$=H+L5G~bZH@t=rU=XH80@R~M)I$JdVH4=13Ed9Y+Z*J}w+-)g*uHM* z@B~-Vdf{4Wzk;JG86ThI)QLn^?v-FQ{B6}5NsNf}#E8g9ZBJXu01{MoRKZ@-fID=u z9-jybUdqc0BLjXyqmNvF!=j!@1l`3ndZ~MKA2GDL7z?d(d8JiCoS+@$Jt?78*=s$s z!(fyOixZgijZg|Wz@1nEpV&&J;S57le-@&IZsH%B4Et+9@?3kftC%CvqJv4T$4YB^C)2RZuqxC`tPaC22Ku zAK%NzW_gUndk!9&Ggv)OKQQ&Jmxp?a(D|dw)Nyln6~B7I{vvdKiqc%B;#Z0yQ7-e_ zr`=ZqEpuj3ai-G$8N!%K)6W5z-Rds4#?R-+Uk=s(@`SxiX|84Qt2_E%9C=PS>! zJ_R7{hr_54_IwOI9EV_U5_<7rYT#~8`Ulv9g3h!Z|F_=tpH=Qw4Xd8DnZH|fLDZ88 zWj+zRwiMVk9;_wJwNQ_h({4Nvr9eqDP&8RQDjat&=dsb2J8>cEkxX_ZOr4A}=%>lag1CgJ zEru`$rJj_gNM;i^2U4dfMB%fi!IQ0-vIcc{Xvd^dTOivE8+GcVY*Z!k7+ah*1Ph{N zdm!K`AQvfTA{QStpexlRI_%mg718q|$F#UkKl_fDV???F(HIl?euJvoqfSN|0;;hQn|oF(=|#F6@%VJXBip?`TKZj+ zUY@6Io8bA;M{K$Qr^jG$J#mxtHs!+Ob#ksT8F$ZehSgfzjxtJAbh00;y~*nq;$AIO z$ZWt}ve(VoUxdd|{q#0h)g^*!q8~;KuIY>2RC3c*u01;AfJ|HL`VuGC*bDtI1T}tw z(LjvTU_skr!^?aDQk=YRY{L9AjmJdSU_($Lebwcui7s;80gjj{h$N_@dscr&nSuhy6v&}%a!eI9KBex7>e9|*PWy1(Zr#|Q zbFVRk{l(My5%|mZ^tBb2ea6kz!e4gQ{}RFuY~W0)=8qfgsDcy#%cj_+ewZfuS5i{& zx&Cu!5C&mwAjL}Xffi8|JtkfEyFyOzD+=L;76&+{ilT(Y9;)c4M*Rm1?}HUMej}BH z=kP|q3CyqK8nO8RV(ICQ?r$zvw(x}<-u|MQ;Yujs#^vz#Ud4+}KhNh^>p44mg#gs1 zq&`s!)I%{_fN?)A`o`gu%vU&(^NPz1@s~#$@GnSPP>2fR*UAb00I|;~LZdAnFZ&eQ zIWEfXLcckAAUA!A_-Rt@pU& zNwLr7_N%CqBhBJU$0cahJ-tzpa7o}u#B;X7rY8xIk)}GGX@S`>X;wn3FK|~feHHBt z!`-g*UH0|q_DKCCMLyT4BDdOW5-?j$0A`<$w51;^mj3)XnQ0e-oBgyRXab0!O#~4X z5T%M+>f$OQG$ZSv{xp%#v|WKhn|W=Cg&c{tI!FhNBJ6YmE~{UQzZ|UprSf`xdqDpX^bGo-`P98S*LBgL>QMv zrf4>MJ~Y-QuTADm=BRY9^5}b1_f0r}G`1efq17;&z$jB$8nK^4S6yx!=k^nAUDY<* z1A{dTiiZA9T;^r#GIlrK3g!hO_a~EZ*}KHyaw$%U+s;GggR6VKYT7Qfi|823>hs5>(W>mYZg)1W zRb2JOOC~^ExF(-##nZF+xg6x z>^g?y9qrm{o6y zJJ{5+nIy_Z%O&q}C9N!!vDRY*Z30>ZqU}QiX4&Uc)}fAU1i_a$HclpY5N~#c$g_PH8Acbwbo2R`b&wZ5!8%ru4Dw$) zS`dejr^0G+GI{2LB?yp7%@~=~(5wJj8%5+H#8vmM?)yrG$hfcUA3e!^1r}D_Ty46^ z1lj_Vz6Glpu<0aJ$4eo%>JKUnDG{q82uw&~`fNM`ML6bfg7Bm90lQ zZ=LYa%p;vtlo^3P>xYzQWb@}6VDTanDuH`A?Gc_SUUV%&JnbEhmo2fGVXun6_BZ^> zrDGL`x7!_U9NR#X^L%2rm?}d+?&6?FoE`XH;w&DBvnp(j;5&%3xKC~GNGj<0Hcg*0 zhN`s<#+{5%RR%Pf3N35aF%_IaxLgZhVhS{6FlrWHNNpN$2GTNdHl0*ffh0peGnm5a z${UKh+}Ciwn;W75M#d=R`T8b6!?tv^&WWpD+-5c){TYeCWt0VV(<7DdKHA4yRuIvd zSXukkx3{s80kRI-I(iD4+Xr5q}`N!JXLB->VFFxEYEOL_D9L!-hXl^56 z5Z)-6^G!4NWXOSAmkE@(m- z$6J@ig|8ncmql8;$SsO9H#aoUP;3x>TA<1LfHS6^(}N>d*S@N>(1&-RT=&c1Z-QBp zxx=%^T+NT#od^qv$?{;+yCL#kQZ=)ue~`l>u14f`28#l_B1h`!0PYgmFlTlq2?P1@ z7da=`qF0^Vd2+u-*RE!RqhTzoJwEH+@aBA3@|V!ruGy~_q8I@$IYzJq)A+Q(`AykR z&jG99$<|-D2g=0kfw1OiH$xF*_!ccEn7HSSjM5$F^eggA;?an{IYi4M&w37D0J4(Cezux>a? z=o0E|fdX9e*C@bfS_*Ir9SV@XUfF%_vqa*?v>n7~0M+U|pK2Zb<9D|O42WWz;E{yK zAH1|3>z7M)I!@sINOiWnP-lx&&b9Ol*5EB!OUN+dn9plS&PZULX!TMgCd;W@y#zXCU`oWhn-qlz2=UUJ zt`ZI;Tu7;IVftTc(*Itn&J?;raQ`h)RN|42LYuADOP_ZONNu(-`ji7@X zSlhDrhW9O7XCTZ9@1yDooZ&-HlhV!NL#xoYH?UqN5<~sCVkP9#B2Gb-5xdfWG^>55 zB=U=5@xntm?j1OpSg7_7H;K^43i*>DL(r@d5>n+Y&$8eU^(8j)6yAR08Zu{wwk=18 zRnjaC=RgnGuEF`3q}hxQ`-nRp68f1@1IN@~Y3w{@o0FC|BMF+CYp)@Tn&ljObJ+z` zkPBr=y&&O<-3wG~TSh3dZ7}ZGxeJ=o6!bD7>DpiOM4!tT-(S_+AY0PSG+_)uk35~enJdVlfO=t! zwAG2)H@>$0dWhMc`_=E)PWmz|TJwFpnbiFZm=~bo&E|PLYrSPQD6W5@bvMiBMTxCiPv_kUp&pK#C44HGP7#c!Qf&%`7;QAC-!%*imGZI_~e{8zyX?;~uMz9PB^)X8^nWs5}P z0=$#@tUMg%-J=+{QH#b-2=NZWf~U8ND0QclPbu-slM=A}%=&T<8O7H0y}1}-nq zF`4uhDN5J7VGH`mt-qWT#Y9)_wn&X>hnE)+}##Tc|K z7;%`>8|y4ShjkV&R!*QaV}MhC=A+?FbrPYHWzo6^E*Q_yJSRU~(L^UXHgK5!z`&vU4?97{RN^;MOn461tTHwK@z{R<0Z&4- z6LT~*0U&ce$RbFP&b__CcShpPsx6#qLd6B>V=^y=$ANcyHh)BOM>h{qjAjwyLnWzg zUn}mA2L{{#m+9Og?mqEXLj#%Y5sJ|)wBTER+^3{U^r#vQwEGnCh}K<3Ydx#7OyUsl z(=Kqf=>!o|KpugzQsd6Ko$x%u9wi>SA8Nev8@_@ev3ciZhc*idb%N0hnav2-R)m&R z4h$_tu}(Thvs__n>($e;W741R^s!2lGLVhLeE~yl7=IsKXcljIZ_VBD*V)IrAk;}P znMJ_Fz(D25`NN3BV!G4wfZ{V7Jk!x{{s9!^FO?2vPm@@Ah!hs76s>@~`vm`5|Fcj- z>C+cj2)GO~0|)(ofm*bh@?`)8>=}xGcC6Chdkd0_8LbMOlcB1EzyVU< zvN~G;VaAR=TT;9{#*WdW17Rrrd||ED;Ca~R+&iP5nG-DY+`)a|+9tQ4VV60)7pxwI zT+d)OEII4I;H~Md=~3lwEZ323^TD)tb)l_#qp5ctKD*dmz-(OIIgk_E7l;U2#l#lg zpThrhTtknYy=sh~MP5y5Q(IVUK+mQi+igAK`G)!O9*YdP$4?cA@aoCq@-%Pk(Ta(F zBFGcbS5+eU^33)IL$96_sRoBMCFPd$!(w{An&g3~aD#*KB_gM#uQa!sGdByWwRe?8 zOO|A3j1j<@d*DyHc`;#J?+R5}GlMgm#SEZ)gy)~M;zo~aU5`=Yu z2C{MbMTAy|g4tO&~Gt(yeprtoFJ&?c>#oF0$vu&2+)-P>oCh0p?Yjl7B#16 zMukl%mNDeH4`4_~mHd-~laWv)MxQYP#_a3nbkhsZ0uVM+$nn|tgv(9d&yh#SwC5Gm zrbs_%5kaGzntQN;(JMkP)OI$eqg(*!jc>Ivr1kmDCT#ub3$|mWHg=lEF~>)SLYTq- zBpM~4f=&UW(?GMFU{gf@og+$`J1E^OT4?~UNDllL0K>@=Z3ijUna!ZPV{<&i!XSbK z>O+N1DFmY*Q#Pr3V-oZoMjK+D^RVjL=zXnN7ywz#=srG3EA0ghG@Iam*FwT(^iB3) zIQysIv42Nij0%sH;&NI@L5P13y6nG^6H~9(ndY!bY#A>JnxP%e!b=J{darrw>(IP_ zMNL}c1XjK=IFqEg{!YK>e*QK#Y71k0|ASgCOra$5Dt<67@DomX3ut1LZvI8r*pTGE zv+?~e#9;v?(oQ{Jnv1q{;}(c5s}Mn$MN>2EM40Om54%(RG`S2S1_B* zF6r?c=@VN9LuXOVaW)-G;NZteSy50KXu#iX{}-RegoX6X^93RpUP+%{;<)bYV(G zQvNcu#;J%SAk_mx){Pq(&|~kex$06eeHi-fQ73&q&?2`SX-TE&{2kT zNm=mgqrMFZs;-TP(!Xp59nw4q z33S;bJ9b)ZwrfF!x~fQ=eAQYD6W<+_)u(!065gCy$n;VOrsd57Vf4v@vrC`TB(Teg zrDOR~9=VNdnFU}qyPm^r^^01xozs!;!exUdQa(t_JicH>LuX5`1&K1V_CFJM=1KPN zvCNJ_jdwkTpKLi3nQ=ezlWGy$%2FE>15Qn0HnX_3ty84Tz7ro??g|C&G4D@Y*ypot zz^XMaqAi6{MmONIfyd=K-b}Whtt|_Bg-iB#or|_9V3#>*Kd&hA2aRT1{}z(0oblIC z879yPqQM=lpVq}K(I&h`i-MPG*H&f$(yBlXAKKO&5?-@`ZAG4m0;OmJ7!iB=g=jgA zAzJq;{I$nxLe0@fbsXM)g-WW6a-@lM0$f3>0tG7?>`>Q+oJreR=0Tg$s35nX{GcHe z>%>+CN}n<(H7@SYAHG@M5}7Tql}}R*tqK?|ljcrTBg8tNCp^o%S#V2Pc6q8@X8oJZ z%+C+rBP~CDN=+b?ZEU;M)N>~YEv8TCpBfg)2_?Z9&@?^tM*+^DS~P!Hf1-vnKGXpK z2N_CB1pruz9}F^)PHB_H%wZN+D%vb+Ul=bH{GmTK$v1gyl0Y><5uj(EjCD@bs>4uP zD|&kHx7FUXmb2Bw{@qf7u? z5Erm8l=sDMfu zD?(1q#+{_@T3Vd;8n-i0C}9gJ3{d&_@MG|sX(y!-M+KUXEDOsyU~Z|bk4~V(7dSq; zwHx5cYkz%n8}zSLB%eM>4a}%GG(?$Qfu*W+U-%{qrWt>lvYQU|d!Gu@b9DNmEPOb+ z?sA$u?0Oa}+ry22y~%EUyxj23g&cd%LQK<1d7w_*BXq5bRD^|{Z%?E6XfL+@WXch1 z_3CWwfce`vk-*@29>)$#P%xT#*^9iE9Wmb{YqH1;-+gK2zD~WIlm@uN^kfQkmKT}+ zJ$5s5wtmBOgRM9C0(LwRcgU42J-s=aQ(v+*OmHaomo-bcOMc1AYG(IqF}w9w{bstA z6+hLD1(!G)OswB6*(cswIlGoCqL>Gn&UkhkvhF5Wcg_NhMl~pqfO-4pPxkhA^OZGD zHz@GEQYab}@Y|R-B>CK##iOeH{rb+nK^?g@a`)tVbS-O#oN3)=-?mM0n>qGXte2JB zGTCjm{_LHdq|NjgM>CfXim9!mFet!F9u(jwdgx8=OM1zPjFaP;1Si;hGh#l|iaHKZ zz3fi_jgHf5-a|PYv)5nT0~-yJ11yGqR3L?7xo=EIiOy@>V^a+4i>cTqNHr3>C&ai2 z+}Tml;|gc$ylQw)t5b7l3Y$zG5_L_~jaEDunDg{A>a9ho08G~;OpUs^=8$zw-~zSi zbAd%z9AF1A4)9%8FseAfq(tPOv}sTyy0?+q{#1Atabc+314RO+vn5I5uQXthyV_L6S(%CPjbZaUg0}0Ll|4HVtX-G1Y3Ap47FcN4%f+CB}(2H`?alh&_x7=JdU5A8|lN^)n+s)Xmd#9toN zMvkN$Z-;KlDGf?r2NkNb|l0ZSgBwoAEp|y0< z)lD2&D`GSg�+r-g&oKqp9L>iaib^#7Gg%Nevny`V8PTd(s?i0ba8^kj}(5zg1v| zJekkDIO!OLHY4tG_IvXer+kR5Xgg0zXGUP`88S~*%}y0vic@CChwV^0e(vdK#=STu zcd(gVu7K)(%C%njlM1MekzPFypb1R}(f|azJnHUO7>kp*oFW-SKrCJ!lzIuuAm?OA z)>_H``CTuo^i`IL+I8j5d=E{oW}#EoQL>4^oRMapK%cz!EL3G$Z<@M`+~w+0W*5-xGG?wf zQ@VbXA)J>(ZePp7Umql>D(`8h+nX^O&zV;$x1iReROh+asCcq}Y>64?>5Gx4HG_S_ zeVYVzj4}fA5*og`hTQzbC-}`^XUUGNjM%D*yVC{$2&|b_MN&-Z{-@c73E8^Y-P=>C zS+kbV_g!;`SGPPIe6A{`=f)*iu)^S>b=1wqwl0ZQYDAV8exYBLNrcm)#AnphJ9hiY zZ5f6cHxp}3K9)XIxGWfdN*xkRWW=hKxO>tO@2uzEJLwNZ1`zTDLF$X@h} z(?Bm;O{PG0G~K1cQGYDH-(=43NT<7g7>zqUoE5Dxixqoud$k)l2yzRWSD`3PZ$>>$ z>HXsVA-ZFnVu5c_ptBB9W+2zWAoj-H@!MS3MOpG*(DSC{1e?d+*#mpvmkP3BWF4+ItZj0P*;{4r#6~Vn6v?d_==i` z1aT88D2DnXow!g;6IiEZ^gL(M7D*gD#?F3B)YlQzYypK6XzvN*&oF`arRdXkhURJu z-ghc`A7@rK>GO0))1PIFy1w|XPk$TBg3^Ee2ccl0x{7RAm6`xl{DuSGggbj@Gw z&O1XH+2@~Cn#jc2F6RVH-K;&bOHCm1fZHEE52m)8eT8q#Er?C842E}+x$TQ+m?$)EP!>fsLG|JD6V z@6?!PRcY~9iCw@d$pd0-KIxG~6~_&v8js2joG2MO_+7MF-}uMUubE~HH6JuvOJ8ON zF;pam`4ZaAN_iEokm}8J95@`ZBoj(G=VmM16l^$N!t_lq%%!&IWS`%REgJS3Zqfwa ztZs{ePR5DrpRTi*XI4Lr+#jucO7eooMrE7M6AHExn+cE7%~a9eL$V zSFWrJeV7IV0#Fb^f@x~A0y~H+0-F$P7PW6J$##~7Fjo<>ok>s+Vr!+*uojdRfqE9S zBH&EiOQ%^8n6}!?%R}bRm^1t5qEV4dmGgaTS{#pem9Ni`b2T*RT>ZXsy-pY#N64dm z?`_H#-Jc6N4c7DV%N@RPUxRK=(+y&cHph^zDNJO}B7cZgk5ckrjc;Zp_#w04}Dh(C1l?vCvf)R>o8v9aq=pkc4l~M#(9>oaub~sS-wCEO6 zmBvzTv?WkGDtzn4y#)@xShEs!P2#R7S=S^u!ic+~pWmFNF`ebp45rgQH3DtM7KAW1 z8`e(@EfiG8LXDuNX$4WGN}R&6NRU=u zB$3bqf=bO^cnZ}EL$le&w57xh=pO1c%9q0j7&^~l8R695W;t$sS6F>2M~+`>wbj%4 z0r<-rJ31%3^R+1%%V|IvXqoHl^Lwbu&_d?7<1Y&ozuGGTRZC&VG>^{I4~v_jAC@Xi zsR@Iiv>N8*%73b?CADd63Qa~H6rg)&nRhoiYI+1|x)2DE_jdlr%~bxE?0Wt)W2340 z>D{p|i^e2}fHQMO z@Moj#TgJGvX9-L=>I#j+ScL|KFcZNkukhEtj#`l8#5{H)BnL|Yldd`0-=KzeF{+)# zpIqs0=W-dxAqkwBd|yN_YMl*ZCn%ZSO$c()a%R7%6fe}kabE<&EOa;o`XolM`Aq_6 zrU8z%gDeXKaBE*GnRXt_Ohaz~VRodA&kdNcJyJm7aoT}`i5zG5(qq?*&VuK#g>M;7 z`7Y3AIAiA!{DMZ~`1A~_RVTFYglIA-&B)1a!gNf?!C{&%aewpheSt#a{$?X;`2vI4 z;7{$j!%MhG{w!+JY@fsL$Uer3dNa86G6fhh#tdudd1=iR@e?|B`xkyp8jyEv|6`YP z$W0#@f`9z|8GsKUVs3Ur5R0(D8T=j^&0bib(hO8Zy8|)+C-GsYl4AZwz+DJ2hTVum(d<?(IW#v&P4Jh)4*1!m8XO=X{N&{OX){KWM5NRe$Cd~+yo$r9rqKt1g3Ik{MH*G&Otf=GUi*Xgd5gj}9 zn`U!{)L+scQDRtwvuLTN(anr5QUpm{~>Y z&_|2n_%0c*qY6}nnS_vPhQLmtU$+lbym=Z-&HzB3k?Rya{Nkkmq||K&MXY7RM|&|f z1w;+T=mMB*nsw4?x>m7K0ElNA)RT&41*wZ>!T2vhT0p5=2tMJo<`MbMsG-+Wm2hG#~lAZ-2|}k?pCK?0{iIY(`8Ek zb_Ewxz!#zSVmghI@b@#t90LCS1%S-|MOPffIq3|Z$~u=&_}4vxJdMv{fsh^l-dlG1W+RQ%ZQTzW94m?Dc{>_rW;?O zbA$={wiZ-_a|+eXX4X`=*Eq6_ZY5OC5@!I2{bs!h6>Zy1C4jDycx1QsJM#c8!Z!ZX zII)gEi@s~MDX6#fpv!LJLbD*v>SpsDi zg~b63EtQ4P`R0IqC-mUqg`iVXy3Me`^|YO=%Kk)M)1T}vn>4{WeXp5U;eC2>0AxxW}$iE3pxw#zOPKrr8@E z8rbT@^}8;;*Y9Wv5+yTcy8eMie{~Na^yiAwuS3H-&Yri8*6La1vBI!LeCbi@IDnQz zuPSF(9ksAIIS$}=n&0y%9bHpWF3jy8uWM%PN9#`WiTxQCv*iio1Df8vwz2k+vv2Bo+-yZNoylk_}cy^yb49uI54n2VZM7P6ZiTwgReT7MQzJ*BeyI=FRjA$jPh zmp7N~63P<8rk;?8o~f$YBbI<@FLAIVOWq_N43SOLaY7Uiq{w@KC347I5Xv`(VEM-H z3`AlTv^)R4Jb){cw$Y;HS;VTga7tDazJ^n4G~%hoR+0Oj3aCLVh8d|913^LUDas~o z7$SP#OR{wi8wB8|Qx3~d^$94^R_FspgPK_r(Ut-&?iIh5hMWAltV{m$gqzX%`s#A; zx5tLeHi=v<)fjmY>!dqt!tr3~Nhr@*u6=5D*e@&B zbu+*B^&03i<*B!~Hym&%WC(g+z~CvG=C^8dwa{+(bJ=q4R44y}M;l(fo1=P_=N0dw zPOeMi;I+e|9lAB-46<;mHFNuG+BwnxhYA}9DA&ylO&#!)3GgK%N=Ua-; zGr%>(uJ0*mjA?$YSbVh+zeE5Y5z7A(r(qSD*m=~v2Ht^dI5guWAJ;I$WgD(xhD$iE zVTOwlu3?5t8?Ir73kR-YhKoP0fqcRBMfu^Rw(8-Sa*r3MUr_!FZ+^hrsGh(v9Sm*O zIS2nlINtd&{A21q~~FVyC)!&Ew|R2E|w7@k=^z ztmE-{woTfvTO7YhSPt~TOjO0Nyh2|>c;O@I_&(p_#yDx0;m;*{xWI~G!)7xzuIjRc zNDq_N&!yQtJ@)pJGSww|{iAkTfqMc2CxRGpq2gx6_yYA1yL^WR5?w>G>F6j#bWaIiS+In@m=Ctmrn-9$O#H5Dl>w<`mE(E&DE zTrDB=?wkv#ixfA+DHy8Zv`Um?o#JufUyN`a2PVo3;#I;wvO+LHcVY z@mXoqHy0iUZBY@gs%$%N!}&7OqcKg(+^2fklbx5f%vGy31`pLZHXjk;^T)+}IF4>A z8N-{cqmq*<9yD3Nfg3xI41XitdE?#Q!mW}R>A~`HWEkFP7M2RAw-9hG^#BRRp+_QEekjvtYqQYe{D>WE@5tO(dDR7;lP(L-`>?BNDtmP_}o+Ol=YawQ-$Xr-3Z^I&MbxSAcqwAYBWxF zr|^DZVM|Z+VGnbMuv}dYu9kk)0SEtV^Vt5f01qP@!ya8V&Who(xa_`z9@!TC)gxtr z9`-h^J-S+)0;NL(g*AmGE*~cH>b|WnRBXvqZ3v$*8;i1#F4gpC5?8I4EFU+_H4A8L z9Qu}i@?Nl+V?>KhrEhq3RQI>2y1+tAg?K1s-Bl$A@O>=@`-gU_G>UT_Jj?T^8e`?~bnw(*|O>%^m{p?T2t&Nkn zlL7I-#~RNSRhxoX>N7NL{#<#$=f~A&$I9G z1`IKAZ~#&-%|P))v*VSC_VEl zH8gcAusRx=my))eC?hK)!nL!_=_JF?Z?Cb5C}pZJ58h$ncU??kt_`_}M4F zJar5pV3+56G3=5M1lXnh8(^0vN5C$=9}srQ!>|kdiD8%g0*;LY?6UhS_d_$ej+VO5 z??;BqK1>8G%DU~aQvNH0?yYXAxxeo}FgN2(q_&Hh+@kHzXDL5e^vB@!7owKEDbfWT z$&nuZeU9dLYEJ4U`{whfSNle<@f~k|b7~^y*4wvp9n)WW5)LL((8D?)Yof@t_|r3Z zYH_XDQ_Ec%r%yPTP$unUy-QJb6|)2{d`xX;SoiA9oU_h6R8I|FJ>q&(Pdk0up?DX* zj6V6)U;3Sm?klv`%oL%`GIJ@m*w-+@a?0Lgad+V_jIOJc?U1Eb$n~UJX zySD1pmL0RDf4ej>t9PLKRAOp(Z_ZV<_g5>Xg@;>uPTaD#mk&?uR5GtgXnuXL_-ZMB zi3yIiDwN+&Nnuo*5Mb6uLhKruJ zHQftfz=HrIj}@msQ|gP_I^&yR@LmIW@CkS@V9x)4^Ivl|4B@n^!D$C<`V6r83~!DZ zNNpA1lz#z%R)8AS2}zNKctDh&KEmsD5+KUPBY-IV08s`$k+$sfwbun`krEBB>V<`X zb^uXgcUJcf4aqbgiNz}xKTgJ(pEJQ}l&j(H^eYqJoH%i(KQusq23M{n;!2zZTO6Ka zsai4PwQ&6f>B_NJbVAG1qQ(p)*fjg>L>S?RhD|eIk6`SMk^N2@jCou#d*b7R<{RPq zjTOqVJw~DBLvgq^yNdBxf0M`)G4}wv=_&(sJKmHceJllFZ6&}DuMU7k0nGURZ^k&= zi}84=M73hh$~G&@j(#2VV9Uo^=1*-@@a2NZxHg|EyoJ08PU1;Co});u*u5!SKf6~s zR@X+Nni^b|5y7P>fXgSH@b4d9SvL7vo|MFKmj+q_#tbbS_d-xF0x&I~6~HcpgvDPY zv^9#~`yLQ)r2nGcZjL?zw1gKZ$!K`Q$_hYpG&|LX;kY@>+~1U+T#>Z$ zF1$YTWWY(<bDH|btBv(<|{l`blB;m4GTgwP66iaaF@53jHeO8j_(u0 zjy@m|fO;|ft|KJ_D6`gj(l;jYI}{!*B~wlKU1+|&gJz(IxlLG)t_EkzuxfmE;s6XT zgvMs~+Zh(=-s7t1E-T57lZw!?k&KI(sLCFPb_AbU{#CVVq>6wL^eMQ(3vB|A?7JX-k3O*tKnP6T2F% zD?Rm6abxX=#vaO8)+M@)Wo@g7Qy-{lWbC)Kke9j9W>NWaT*BsRaD8xpseOyg<5G*1 zov-tI%yY{>h1wYR;2wlmhnEZ&wp)c6IX>4*RS3^lOFci~IV@7pcyVlYMU0tXtXW&H zWaGHp+QJaw=;xZDKD-4QxZ|yVUA=T*6<6)op>f6@d zr1v+opORCG3o2*{9bMEi6Yp=||9={}NC3=lMzx)zvc5@s zZ*3G&Qx7r=RCd?wO4g{m5U4nOUus*U$ohMq@(k;1!;2JGnw+FXn(*!VctT3p=gfhX@+bcgY=e`vbh(Aynsu`7!@-^il+S8= zhd{ZXKf*v5db&LhOkfQ9h)K9HhKw7R4_*I;ASPf(-~_gf!TDOHHhgINjg@&P=_5_5 zk4TZWD48hMxaQ*DcV=hOQb*ma;T=L_`M1u+PJDXv_3PzSovJ*^2Eh&ipZM(vYC7s( zi#ZLb%kUEc)2@~me!PfB@QtedtQG*Z9M$kEL(q5|d{tbxUa~klXM^;5V+_wCB&>UI z0$^ai7cC5Ypq1uFMvWPA8I{yHGnXNz;)BU#SZ8S2zKICy;G2bXwn`cSK&tWh><#iq z$W)Bx8|*y2k0{Ny=opaS&fX@E&epkG-P`77oV)d5mLTN0#jtN<1T}AYTrYS8KV=cz z)J+P4odGUqAhJ!{s<J?ez&6%>IWEE& zKy~8{f0^)MsNLAPsOJj+JErlEHCh#^D;aUoFpaopegmE-d;FG{ab21@Jj-5tPYlp@ji$pbp|RB=MRvKaR}%9 zu>Fs7pQ@xzqA!a_RhyQ%C}89_05n_fsR;zbxq<@)YEiBmew}Dp2v63%Gn5h6vaqGA zef9nlI2;dg8S}ELv8OS|A5Gw#hbphe6CY6lKR@xu&)E)yJ@-YQc6MrbA-@597DQN+ znQP)5E%UPKQSDe4d57Yf%3E*SZ?pjwN&nEP`APuBlGrz5oOJL%m9KO-8CmyDK&a=V zjo@wTmI-y4F#kgH39+Bg*!#&<1R7Zv^o&Y!jm1Xgk5x&PnkTpCm6()W=yfy;D3!AA zS1az&bR4X9Y|k=ZGvcNeXOz&MUdYip(E37}zi1+&rJ=9-J)h(@nb_2JwTaEiaXk(= z`xN8j61KQPqm(Vr`;v-JOnl<-h;8%eZygAUwQgZ;cRZGwHRKl|qit)!|D;4NAZ1Ohp z_Ybuw<%;JVbF?cS2p!bAJ&`-hlzm;5(C!^XG-30;ySCN9Y~r!>FnoZpZKhQ^gYX3O zPKkm*&H%uJSRrnj+ohU2eU7v*W{?UcrX&JYCM7aVP6FJwA=+ zMt7YN?P&#qP!j&rZ5!+GO~XjLE3QN5E?H&I60GPly2K{d9H@ustDNSIp9D)?N|`7fPWxk58yru8y!Mx%a76Xw-jo zD0V3QGHZPOBs+KIRrqF0HjK^dVQdgAEE+V)JCDdpziqZ^f%yP(^R({~U~x1|fC2X` zkpgV0+*ri{5|9LVFHR;$(Xne23Cqg$^=k94SFV3N`{Y-ZC;*QPY$s-gzGJv<2iqAW zK2dEL_{6fQK(dtr3s-P4GyMr+IT@)IQIP6@LoS1v{v^WEb#$=>fpaB(PZ0^ris2nV za0;dEK#XX{q9@0xz8b1#6vpzvr3ijE-E@ zpMy{Cgq!*Jl}ZopUT%iRow=X5n+3o6X$1DyYtUcgpD)J${PaNReRe1EU3l<@a3}qR z_zzp2Uc0~LyYHU4FMg2bAENpO@ASd{i2@&4|++($G5fAD#F{@C+u-ui=IhF^c|yDZ`d z5AWU&9v=UX9iGh(9$vr?9^Ro7^NN=%J;ohbwg>m!cincI+tU8j_|yM)ga@pCdiY14 zXLIV6W+Vg0mY%ZieR$hbVq)jZyW-o_Qh9q!)#Jm2ds}gp!!o5z270Lv#NTfESC*F@Y=R+5f5m1zdE7c=>MiY$Ife3eMSY-;$m0MkxYjp@FP=SW)u9^ zi{<(WezcauJC-Z8EkHkrLyHbRfU|)9OvrWc4rA8-dddjhoSoeojXX_dy1!j|V8f@p zd7aW;W#vbg(3fQKLiE+S1V7r%J?H!a|F6+IkMu3u3!kWY&9x(Lt>I-G3>etNj#r?Y z6SIQvAXUy!6G?67Z8jq&r0FrzbSu#f;r&m?n>7;Q8DBKN6M_CsUMI?*wzJWbOuhvF zGQ;QpVedWQn!5h~f5d?cXtjWY(Q4IJ5UhwGD~`ILiVFfVLaU;JGK8=pSgN+7AW~65 z2-blTAOf;SKtx;+5JO~yDKj!-2oRF|&$(fQVXOH0eE%Q&%OlCXCx@GJ?|I*I?>*1= z>wONleWopN7dM{09VoUMx4@SJBHw=vi`+qg=@l{aEbr=G-2BTd%K1blTz#>BSui|o zBpGG_D-V}XbT96Mg;0GA;O`Gi)oq*poAqNy<}npmoy*bij`eiWdy?RRmNf_3!As_g zs6fu_f^ap_^OeM+whIr$gdGx|($QnkRzju+Xx0rq=f zIY*~>%3K6q%hl_@gngTuA9usQ=mbLxcqq+Uy;r4Ix9lJ=0XO7n%WYsc;MlIVL_PV{#6Nw5){Y)HQ`gdL>O;5Jj?bR#x7x+HYf39rv5{AzXoyIna#B zl$VC0bD3tD8Yg6;7LqA`CC*4&8eXOzh}%A8*6MESyd~3-wj_yYtqOmN9E?G;8<)ct z<>@#-Do|0801v${)jcu)lE`KqG;yB(T`S$_*Wx>T;vQQcDcGdu7#(ap&$3xY{|~5- zZukYX%IWvv#&awKK+XYT*;{aETglI?0+#JxdPQ12^5HzoH%+ZOCG>pa!U+u#y9+#x z1AXBcDDR8eT_8(X2KHzZos>T>>Ki(x$9R+4REqgf%f8@gQUTl9`sqk>11%Jkc67=i zzajfR5Sgbx+T#1k&%QA~ZGGqvR>LM(~0FUW0 z4i7l&{tk82L|&g{YRYp|c;01PnEz7VF1dl#w9>_gn#gb&bI6LWn0}n-NT-A?Bn;)dxJt=RWD<1wcZ=lUtf*F8hv5eY`pQvba-~bGI~RnwLZgQv-MtFuSY@G zt5uss63Pil&C=hf-6L7g;<^^zS`JeB)^e+FEoU~7aGD9ficHO)%`sRC-15UkJg?0> z^XeA2m$ittWZG&%rnR5#mtcqK!8MU9?(Nvw+HvWC*xY+NI9(n1AjaOAt4~I+?pri- z@ECNhr+1gR(UX%f3!t%}QL*W1y1E&|Q-z1_XW09D*ekrI{K5KJf+RrmBjXWsQnA@=CHuS;_V7Oac z<$Gab&^TOnB*Sv%YNzNT@cUEKjh&3X$e#U%kfd?sH>BPnTasrY#{bI{X2dS*J-kc} zRM>nk-3Jti;&Dn+m8UJxG}7Sj-(;hR;zeS4oxT>_KZzQhwuQfc+7giAvMPtDDrmR9 z4t$~hH`!0(9;ST>Rg?&D7P77~BpbT&WMKt83iB}7YhPp^?*&N+%-MgV z|H%F((7Txi`Al;&TcR3tLHMw>TRA}^_YKtFk_9X-igWdgRQ4U z$<4Y89-kkJcdEkHG7;j;-T$v{Euv8j#`lxMP|Y2aqwK;7n)PUUD-B{-bXvDQIL--w zk?%l@r$^H*DEz?Op2g)n<}15>BolVRDzE$D#Ko_2u0?vUp!)wrQUfn;`8J=GZb0|k?*kG>HS7~B5R5K`ce5IW(~D#HCW!buRW4y~y929UrLo9we+U4;E% z1PdS|fFchdMIHnFWacSZ(EmRZ9iy)V-GtwRj{VFim=n?ZZtvi7YtO0c0EfKyOk!s0C6FT0R*&x2so0YxFAf~0r)i@bE7O_t4|tYr!6=Z9Uk7Td3U)#rKH3K?5Nau71+TecP!600-hRx!Ju4(8`{9` z_!#Fn>+OSSTYVfn6g68w6Ui3+$pAriKCM1%4|T#Tcs@%0k#3yLV-Aj14IiifNcu_w%OTk zQagG0FoJC;bOmr00N4V!4PYy7@g)Ha0#yST6#57f+t(xY$D(ax0gKMGh{t~fe*}D%i+Xsy9ZuO_6gOUJb!Ji$>bWes9cUKQN zrC)s!bxp+vwvFqe?R;W}r9BXd-vVMhvVVrSI36HdP1fHc?7nb5TH;6n0*NLG5E5?# zOZDgN9Y*9sQ+6SAykR(pkI@H2s=?tEi9R_F_tb+h+?dNcaQac;nt2b&d0rA>^j!4_ z^v@@&cqozc*XZ;sJWvX_T^$p{OATmnRcbnTEFig}o9%d6E1O=9tKZV@W^p>}s*XS1 zp!u|M60=_c(}}7ue5BAG$yiy5Eh#)q^6uQi_I@E(!Km{zNuKlC0_a*UiN}>VdNK8J zW~i>WmPFd+Ib`p|hKwImv)@v+`e~IFrw>u@F*H{-O<#I%hq*Gde^!Nds8gtjRU-Pt z`WM!qAIsAucqP3WWT&)1*#GWik^AoP>5H*%6u>>Nn~=T;!8INWckBdx@++@2Eddge zaXcq0Kz{yG*G)FUTjWsJ`==@!@Mi-Y@tTw07unH0QLECnfQ*g=c3p;xAZR4DD;W$P zHUri>0LL@CF1Fbx@Zjmg-@wPk5c&E!Zbi&OEFQ(Z$7gZB6@)h~#}OMl2ONM@=^y+9 zkeYU1v@dE^)&m4+#uE>HEb;J(g%6Lfq1j~|xi_@4t{w!H^(3eEhAPh&y(-QFS@U34 z@1a*@%ljkncAO7y9#ugAM}hr=d?z+U>{vs*9b}(!w;_I)JR`C+e>Qt7BA^w{7BxQQ zNs(?k4_F7!v$$#c8)8Uc572C=^9H)c7=mHXH-tYJCIZjI-x}hue&<;FkL1(8{jLvS zCqTh?tqCZ&C~gzz2F#F-Xc>iGT^(vW$3l40Ah}|*k@|64GQJX>E2k(s!QNXs)Hu3V zDUia8r4b58ugYU}f0>bXy{dg~_TdJv_w{SQFe#HZo!(XFs30gdIyC~?m8;B=T3 zuk1?sV=C!0u=b7js-Gq(~crNbR~Wd{li7L;ocqS8($v6xZdxk zJo_UVsB8;$dI;liO;COl(4owG1bAyu&ydcR2l@iVG;YU~8zFJ=@n8jR#h_~|(91=V zfREaNT_=_Dl?7KF9lxg_$0WRfYT-bI3`*FFq_pa!dWLNP`u`sP$T3o%RhkJ z;zc5ZjD`Six7XK^kLE=!w4uWlI6x(M*ho?na11CH(hS%L;vaE}K0siyZCG-fzi}22 z<`M*OTc!6nkf5Mg7I_80CCMrnU{-UJ^?SGhWP=t2QEZ4L*uxBQmm89onzFl~nP}n( z!HA>g2L&S_4gv|O)G-kXZrx^W56od4jV4gxfPuj>kRU|>23|@uisthVCjvqy8yxB@ zcV=s7=x%WnldgiDcdcTh5q%d=Xah*Ln@kA>rz%iVF_d-@YGcl&O8Zswt%2gU)jO{8 zTSQz$o@_h_8nUCdxR`)I%A-I#r99&i^fz4y98o)kVQ{AulZc=0XyalRokFA@M zhlD(!!oizmQIw8A(BN)2G1wA!L zc1_TE4tWm zhIaVN6Nuz-cntxt8jl{`Q?{4P_xrb=eud}~xK;p5*>RhAC8HFeldeRl4{=0Bvfa>z*#cZg${8R`ELf8w@9m+DOpl_=%w(njxZ(!{2--6CB`2CBl835s?7Xbte zIB?3-xvD>=jp}KJ=Dwj`?~^oNNKZ9a?=SOjNlWESKa{$^#ZHEeozJqRc+xaFHbX6m zm}ANQy=?aoyA=qqo9!^W*^gqkGyXdV<0uNh6n&lA8MUf#A*^~vYY(~yRC(4oMoq4$J2BuA)Y)QZ@|Y7*>8Np<^T=w zI+RN5+26R(R`az};!8w%!XBv}tV*HppoZwS8fu9AN2%;+-EF|5;Ko>biyMnSW-{aP zr|Y&H+<&#ruCdxJ`I?|923Q7s;j6ZCR12onIRNIX89oP*)IO011;&Uh;{)$E{ ziAbnteSvplV2pJ9Jh*1m&r7ONWCR}Vql?@S&+iDtYfJ?3K)m*BA1l2nH+G~O1BW8& zrY28rKZt`|bgK0o5;qx!xEYT?frT<1hErls!*EI(lI?Yolv61?CMOmOTgwE^Np<&U z(OQ;Al+z~})A^qi(#ovuUZMPj|VzbP$FE7iImJ8iIf}_ zN!d!&1-eDScC=*6N~i@cfpMPvWg@^T5bX&V?#Zrf!B9u(4Iu6j^j-NK><2I?&;BKd z`D>lJ9!fXHrYM1cNtm-C5vowb^tO{9HW>;bE@p~4jLz&fJMrGANe~qhF2HjmVUvGw zW~1v?#xBdg&zW6P0s|;t5sS*Y?~78NOb|MGH_rVMFdk5Q;A)f&LC_??OaO5g%tS+- zVdP{=@-LUDFp8BQD+`4;6Q44Ofe%Eo=D^z9FF{7+^7S_uGRbF(yB3{g2+&Yp>{0>Y ze1fr#Ks{RW{s_Jyyx;=_4B*=hc+JrPs(1;#{vaxmZDRy!&pXxv%1Qu^u;n1CGMs>h z3fwfqk)>neCU}O>ihRKkf*UwG5WIMo*;=5kj(7z6K>XxVw9z_v=-rM?5cW9bv3qPV zpee@BdA8d{&#M_}0T2Rlr%-bv8S5cc1W}8i7Pg26hBVbgi-ZaoCmMd42CBVPc~$$a z(?G}~Q%>#{J^6i z2W4GYn&=bhA^QTg8*rqFPl>>Fa-`u;5c0bwUNcNhUm)HSVzZ3?gxGB2vs~ard{p4% zeG$e!AhHV(-G3o+(wkG`*TcE0mDH5i7jG+bKeI3f-BIqC`c5&?KmR1>QG#!#Gg?`j zO$lbqYYy3z(dNz zH3Yu!Tnp8fF;Qcv7{R{hVBqBD{Mn=7?bxvJh8-)s9hpFQ0|HhVbp!M`furf%qj-^A zXi7@tgapu^DR4pN2w{WxiVcqF%4AM4gV1mJ9dG#cKl z)~y9%+cT@&TRE0)Bg`@qEGW~&kDD~%_xZ=hO)8HI7CbpNSg@5JEExTP!GhzYGr?d% zL^^}eFdQrxIyP9a;-7*A$HYxmkBgi1p5a@D#E&kR3qmM=K*Y#uM)+H#9-(g+^Mf9@ z&9rQKI2-`#{lr{-E)oD*M_3E-^#pDGP~2cs4g%<0Hx0h_mcQu(w6_WPy#>%4;P>mJ z4e5F8>;(7(B5%oI6VO|;@eL$Yrf5j|)j;U0mlbkn3_N<8j^${J*-$#>kBu1p^LMNe zZ-p1ukY11SBY%PRtkpR73Q#$XgbrIx5Vtu&+$Bm!@BqeZZyy{hiAVg9$XK}Hk#68# zI@D2`I05qloMg*{^UuHoctdf_xc~!-uQzKG?0i$zVk5pLv*-d?G1SChx&3g zH>cfQ?w!Eb-a;p(y)B({A4aeZ4lH6Cy#*4HRdh654Gq#7n}oyNhP5|`?TGf~3|EuT z-WJ{s-!%}wNWkPuBne3d6bpGq zVS5miSJY~jgQARWvf*Ap@E?%gwnn6(#zsjB1WfXiaJ1Vucl(vU-anr$)e{NhB~vgr za`nNaR8S_6sRIKB)4zcd zRwg7jAYmy3)B;hHFxGK=)a1b!>gy45vr=BADFuQ(Q6O3p6yeDH29VpE+-Ki_utZ>e zhUtxv^+x(&kEO;ZCM36zzIfOqo_x;_(G|UpaNsy{;}0(!WaaS7`@oRRCr?_PN|mNO zUPK5}n*-EVIK(gzqZIlv!rNe|Dl(8YTU6FyI2c-h)BZ=5H;?p-Z#A(NU}6kQ5R>-& zwguVXD&?!^mAjkXTLngaz3cKG=Zq`}0*ID1dF^aD{|p$O+Vv@wIs75iWH!=~~Mdt>L z>gNk^1OF_*O+0`{W|E50u!bl85%V4ZL2Od9YXA*#qND%Ec^BsHmz-qv_DxQpN}Lo? ze0kUTTmA@*j~kH)%z0@7K}cYn+{8&Rnr)Ki6t&C@ zJeu2rgVH}pb^A|GRuVeVBnE<$l@tgJZWD}_$TK_OvNy&%=2PP|lJ>T;1ke@<`y{J_@l@Tu+bQV zh!-J@$r+kQ15Q%{A{>tcbK(kG&CEbVA~iY-;L#Iqh#?%Sg-3>R0nN>kueqs@sBL`Z z?PMZQYXKSa2@dec@OZb!2Z%j@+|EQt_wqG2=RwU4kCJZ^$$y ze0ez0!f}w?a`~E@JY=mWWXjpGSo1d!ULQG((m->AZ31X+a0NUM6KZZ_ z$Za_?SqbI(Sjp{;%yU6)ZNl+}Ktn5G0nB_LvSxUa7=Zz-f5&X#|Eetqa0mXmg`3BV z%b+n+{%+=SUt1&VSiaTFR>&`adfbC;B+4&*W;bZKSRxEN$W@%nSK^=8AWl zlq%dg0V=)twv}~~tP(e=_OxS7@fcL^xXDV={kNF)f6Qzp1HYNO3&DcNifE1u2S|LAX)M!xIpGQAyJQynxO)Wva(YgJIV?RM)$=% z+&D_7!j$s^RjsIFBQEiRb{iyKKrB7O#M7B~9rs;;N+XO3t#(xA#tuSk0Pzvb(p`uZ zpOIfOqPeXZGKD8!GFv_*nT;{U1n@Q(y~#HP;79{RzcjABKFpEGyemk|+2Q8y0y8h9UGO zgG5D2A;FShRuTX@NVX)BJs)N#g0XL3-c_EYRw~O zr(6}eCobPp-a(nfvVA+VFtMn#}C$ocdY3yFs; zP>aN}r}VO>+MDB7i?oPnh^&y@uwFzW`{~po37@I<-6H3w)`(o!7D)yxS#6QNdSsLA z+$r`VyX1W$`G35^U)laD=W|mmd*}VB_U}YeW;u)a%ZsSzNMvsl&qi5fuzW*W{cYZs zus80+Zi{N*MBGXH*04iN4csT)QFr0#fq&T%rJMN*-bYIGcVZjNdm5|?rf9e&7}=J} z!m>S-kX<0F*qEcqK6lbK8Tl$FtJg$ft6eh z_BKVsUBuJ<9z5vYcYDQZnx}NO+?L2Lo?26)kL)e-il)dmbBvBHdM7sD8Cw|}(t2sX z*AnEISNsZUwcoB|I^2i5O2oa`jCq~TbDBl2AJ0xU-2h9o2j66ML~N%Zg{_DIg-QAt z9KeeBr%AkVK6orj|2XZ!?R&A?6TK^qVbL^X>E(V8)++K!Nb6(zhSvO55mW8&PoW0D zLcg8r&7lk&&fD)YV9}NdjPR|Yy3NpXDdlXa8hk8`UslgK3U0GZk14>m%-ND1CXOPz zvMg$Ab$~JUP!+W+qp!6VVvGioHj35Ub!3)!h24wQMx!_uV4u;BiKZL&(P}9M(CXhB z3NAZLRAKeWA@|z9y&sq@>*Gs|aZMwF(&c^V`AAz4N%lc($`VEDU(Gj)?w5S?FS!fN z?;3D>c=al=<_ZfK!k=!VjJL3kQX~>*B@@6oBcab$7$SB}Z$<2iM(o-ag|s?zU{-k% zxFI-y&J=iVGsvaGtJeOIcd03N((1w5LkU_ztp#q?$7*!~#a(B5BpOtJCP_lGADBZM zBH!-ygDrO3k6-S0;l|g|E=pvZG+E=-Y@)Qt6kE`mgHXmvi}jKEz@O-dAio@3HK?`e1cRdu zx!fbKzt4P!U)#Q)L2YqFXG#9SdhFgu>wA9AV>fcXdIya5nY+cxs|O={>4;lPk+aaL zf=z5M7CH5BsfCJ8o$e&Et4h?L-#|O>-ABx2TMRBW5!;S9C*;Zng#a7sjI8!hqbuPx z(D1Ca$0T7?Mc_F=8K;d{KWAzY%J%(dX3%z8rpV={i>&PDzeUdH$X%pcM7wgD7Q9?S zEfEWi-J)~H)XobDQl{D0o7f+$`0I*X}A|`g?7&7P(l^1)}@U?Mkg`a z2hMqlvHM-JFg*7Fmnb5t#k;{FlXs3WTgxJ$yO6<*G-t^F>2j5bB4SVlY1KQj9=A~F z^&u|jB@#Dt0wl37R%8%TY0e^^Xm;C!2OZWh8=pn+>e(Hzxox-Bt7^4Z$w&gv?PIiD zmI963=5!?5NCVa!u4ccni)`q2yZ|=B4KytxN;~k&a!vdlX36BBp5Ji3E7#hw$eQTm z01{;0K#Qs(xMNah>n1#eXH}UPZ7=fGlj>d1bIEG(09x=i%Hs>d)Pm!YV7iDWqO&zX zq6x=+=k`5l2sYD6;*XHaDE{G;-tSHgxG{VBi?g^dP#vhgo2bTtP{NvDx;ehwRCX5^ z{Qox}vyMG(UTJq(l5rOMn4Y|v0qr+Wvx9OlD|`ojbII*oIbST>C6}~bTe4bQXQAtw z-ux1!kqs%z8Hd95MDH=VHY`)!#E>Qa#k8rl<&rqdg<7S_%@x&1}S&~f3#>cQE^^ZH6)K`V$-%jHDGYTiugd^THb z!>NI`2ff$7gmxStt68i92Nl}`3}=mGDgR2sfqj5K#@^_eJ!I`kJxW(4Z;FO%OlND( zVATd2vmd$E9%=4o_26vzbXbG3L8As)#3j9b--F`;McUlW6n%{BjuA=LcM$Oh2L$^z zog&&9pfT_M8mF~N_iQfQg6mk23(l8FHN{(N6{sV;IJa~LfPKJIc&1#@l7D(}{TW|@ z8&cvXtug0+y)3k97v3g(yoGSOpcFw1kx@8qy>B0p_{$H5`#7w7x;&S?JNKzk^1yAd)`f#}@-ZZGKa zU-3$ZC|4Do7^;T!sO1r&=!C1gHi{6C+b>>r9!3B`9N?$5_R5iRiy(NrEC^|RW~2DH zAOuj3)rrdJ^$4%3AYg^JK$z?O)Vzm^uI6(x(>WbE+CLD`$InE*SRh_gmMGYT;uJfG zgimL9rUM#*(8dQu=_2r`7m-Kl9z*EO^CbYgm)NfZ6x0C;JuJoWHX=_yET3wSC9~x= zBvOcpi-}X+22x;w>nve`du9xDf}PU3Jeaui|^0lpPy6tx-hQ^F&@lRv~Nw4?hr-yG4G3PzlfgS((p~hk&OQOPnQ$$;Bje z`Us5;vv6fB@=FNNZ>DVjXiV;BS;OC$4B~M&pO!&?WdxJW?@2YlQ)r_2401AndK91S z;p$KHmFiSLqlfY!CWpn>A#_PXdqD7i)j@%njONC_tP*b#xsHtmlzAtOVFq%6`F#(k zzYk1JEb2#Nay`W4ARJMi6#<$62^}E7$-s|6wo{{oHCg{XCM%+%X%P5>l6?jpIf9%F z+zR>NsKA9Qa4v>UNy5o=bFc?RMZ6kaFbP4LE$D_hP^s zusv`h9RVe2i%51PAlD&utAUd`a_@LQBM;*L5}*eV0Dnf-mwoU6hxfgP3@ULlK)>ELj*sC0ugjGI{psV?K8KQ%go z;mJ8h%@AvlYowFuRD*S|qufnER=oPna(MgDrjoWKK07tkriZ}%$PR0~ z&MSkV?z{?;KyeueBLhwehhPC*CqsM@-19fAjG2Jvo*w~}4GL1mk16Qgdkb2aGYsz* zQy@1f@cL9eEzW_P=7Dbp)_sB8h5apJfuiVPn98KMysgTpw^o_xc@VQ+2p^FM#w#|mi0ot6wIl8`d*^K1J zx#SwI@a6OIsTIDgrx6gL0W|C2gS_O=gR8FmjWc*C`HFp=IRPtYPQc2;+)wr$av(rd z1`dS5ht`lEBCqK@sZ3}z(r(^-v<-M!iiV1ZAyWd|YmOR;P%8NhwIM<9u!xb9E7tQP<;MIvxC zRO`W0T#cm{{s|f+;faGMP9^g0pQOrxWNUXCF)^)B&;TlP1FP{}ziYOo;8E+_Z z2!Sm^(&MRmLij8s{-RH*@`$$0^VrMjn;(Gc z>Q_(w8(i+E^7_*8RLOTtl6QvpPecVHP9>Gh==0?HSk!7O5b=jHF1c}z!e?r=WH#38 zp~&Eq<2U|||DPph<|v675s)Y9>E4`Cqo7g+CF6Xxo^fh&`}V|41w=>Y>&y_1069ZW z>{ezAYQSS9E~5uP4@&h4#*dh#2VHDA(BLzLaIOSyZxG$0iNsTx@VeHfMw)n!E@+7;-)pcl-XZ2c z9TM4t$_qSpH<5=By@3mXBm=$zHJ>jh_x^~W6XFE{qCVdll9LN{-+ZQ8EfQe>)=>W) z1ly-mFaC{a$(NG{5t>!TXK=VO#{}uhQ1`o-VS>B^fRdk)bq8*>f@fil6z5G;#wP*A zcW@0F;<0qZVF5Gwdh!D!#AzWf(jkTb96B&ejTOMsSbi`&7WP;cQ|B zqKr!;@ecsUbfpmCy>iuvw?fhfYTY$cniU3BX1LmwW_23}qbeR>rVw_JDFE3=B=T{} zGN{tXiC7_-ojXeTCn+ES1(gD4N6_I0<1j|_WqyfKIl^_z;s*9h;u26) zGM?Vm#8hxH$Hh_&6fwM1TrALv@N_N%rMrsPpZbjGv(y5Y?~u8_+v;Y3th2rD8Z*OTMM=|5J=+10JKi)f)h%{b@;6fT_S-TL{q49~P7W%-t% zvV3I-Qy{HCT;sljFxs5>D+D=UwuT|;)2%lZ0U3^CLBkjktz${A;ut0vAmb55**&HP z5tzlY6%}PgrgtZooMaD`vva)osT)24?(orK=6_CD{@rCWaSaeS)dxaz9oe?cP(DWW z*rv1`x`-MQOgnWKY7a`xYWSc*rE_QZNyLYnt+-8Aq{FOtSnBMhe^WyEc~B7aRzwtd zYK+$Uq1ucn%MF9dGL!EO9yZIM`1-+;FvMj*-GY)ZB2e>{<$4tL!C1-EuSRQvlLQr0 z_n5&TE=b+uXgOd)TGr;f5`g&ZwI*fIP(yBo?(#z~2L;#<)0QiTeJvw~N(LT=2}NN( zE>D1hn5~_Vz6HV(B5~a73J5L(G-cNCpNGR93cGT?3*)mCh2aGT&z)OL=TBoC0fQp- z1gg1T4RMUigooP9;aN5E2B=OM+)Qo;M#aLH`Xz`HI^jS5 zCFei>mASsB@pb4yJAc81w*q^hua=oZ52E@}Yt-CUS%gw+FCSEpW!JnG%h%QD$%&Kn z_p*QM%gn%Ic```18lmwSV8+U)=NmtNYx zF?QNu|7D~HZ85C z^$sC)T!KvlL6|j?L`e&LhDF8<;!~Th@(c;$d!9$&5jElS=xLlxzJ;uZgVN$N_~EA! zOo&hL+UY<3HTn_D|2Fgw4F*8`?N$pCS5s0r?V%!Vyc~_F!4DWp}yZn-2nX`Xbrd% z%zv!Ev+@O3(n%%r+D~tKpV)H$uVEqSB^1olag+74GU$*Y<}n@jfFInk#pp{ckINPHiTP9Z^M;)dwAl_tomNIO|-j zjNE^zeO7XM`H$v**-apIBa`ziPIzH|<}LsKx69TsXn=kBV9RXe8R?v*Fi^50Im=bLEpO_275TNUT?-QY@>R{X$qjW= zzL?Zq)4BaEj?X54^GMQOR4Z)cfAi#)sj_hOsBJr){5dA5WQ@V3g~Ki!L0M!-C<%`3 z?0Hx*$4(_9QND9Ay;UBvx^=%iD z)vKypJ%kCN5&oB2f)=K)i+^P-wzJE~?CN=3AxsF3AZ!UAauxJh5cz$D|B-uIA#13I z{NKNdowEwt`7R9Mb8W(hJ0tJcj=>O1#Q8qCduy28K~KIn>3^gH;hQX3rR&PBX%i-d zMi91ykGcvxtNZx$ppfC!*^^TtW+zO1pb>Z^+1IH*PunJerL?ICOq!mB}eGZ5Yj zh0g}zqw&Lg1{@D|$KnAj6PLR)xzah`oaKnOS)BB<;5#(wnBdzq>9F9tBI$(STPx|H z;5$9ZM)1up^G?FI9T8ZOd&+bxjGpj8n#3^8K$i?za0BneZ^AJtj!Z+51?ZRrH1sV z&*|${^i4uBrPgChfO$-;5t=}tP+F}&r?0x^UTOVK%$C*?N+iJm zjgS2|WVE#YJ6=xMG)?oc*j?yILJ6g%_4E1K)l<`!Q{kH|W+z!CpP}RG(J9Oj+C$hJ zgja*`W+1#53ZD(aN8?BJ4BoUotq4k9VP{Yko}uIB(cL4=5ZXi79E4Yc@Ma*q7Yd&Z z!bjuB^bG3S@+$n2W$aX{EHW}(J-T{?8A5vqn}hIb5Z(-g_d?;bLHKC=n4UpnTR}x= zvbvpJRaHi&n+Kyum?5->usH~?2I0*>crO$_8-$O>kLelIw&hlwO_sD%sM5{wa%Fe+ z2s4EC5H<(l)gZhX2=9f$XM^z3_%S_$hPLMwSCUoiFjZL@UT*B}9$|*i9>V4zyc&cz zgU|6^SdH>;r|A9l-EV(c>g6_>f6aSjgt1l3vK-E*8Q@Wy_IGe{24dinXyAUQni zB!_3cJSUtrP&jL# zaMnQKtbxK=1BJ5&e$=di!UiL3Fyk7GaMnQKtbxK=1BJ5&3TF)z&KmeJvjz%h92U+v zJg)B`oHbB5YoKt}K;f)`!dU}_vj%?5tbxKAhlMi^kLx=KXAKn28YrAKP&jL#aMnQK ztbrdhYoKt(;g6kh7}s8PblasjPvQrpekGqiML1_>SnO8K`D5e3-8+q3WP*3D+uq(I z>et8GDWl%iJ^#-Kk91cRsr<1P8}R#0=|)x*?TbB(7Zo}TXL1Hj)s7`hzRwQk*OC<( z&WEdFUsPOnOJ8G$Zftv&A z2AW8`{<9uEyilA1sXG~B>IK1#Qma~8*D8sG-#;5h6^ zJPeAXi+k9?WAl1(-n>YXC!5C`2q1AAFuZ;SiAN@JD#+FC(j*7nQZl0nSBwh4lSBJZ{U|oMhm1l!uD^0H0OMWO--mhI#5jv-RQYlnZ-4=gMe^WlazHij9h)@3 zq}r(t^nt@}AXjJAk_H-xygmko*DK2-qj=raCP|(`0G^xQ+tO81kLR}Z;RkrGTwE3x zh36$xd2M|-9H$!3qtbcqTwErX6wa$A@;aJ$^-QoCFN2HgK4Ok?&G0_SX&xx6@2_2o z>re3>c!EbM`vgv_-?ZTAYUSSpzp8(@;OP&_7X!bo-?Z@Q8kOK{N{nBw5gEHzEHP=! zTN8BHLP_;Ki9BU#ed%;#C6l+m#8K^Td#`%>i;UkgKXavECFeNf_}6*AjAVGnxyJYA z)jh3~@mt}CQR1d;ZC$cMnq;hPGVn{+p)S9?pga|610=&K?mLswpJr@c>9SCzG~+)< zedxcKJdIZlzN|Dh!R#M+CH9?3XG5Zcj>S3FcTYVs)^_aqi{*N+>gJ)2u9unHW>weU_6)d`m9Nj1 zU*;WfrC&#nE3cB3yx__rQbTVZ`d80PYX#jO^e$rFEPJBTKJSeTc2>7v>a@NsX1@;9 zt=i~a9Q-xOxal{CKbKr_)QG;hwy)cNUc+;3y~`@B?@Y4Z-gN5g4w%>Ye1qOKjKmtf z5RCL1y-D%%z=qp0XFyiHLtSh%cIW#7Wvr7Gx!%cv@* z3vW|ZFbkKxRynxv_G^_R3zwC7m+`pog7^HzS#xDi6zAlXJ@K6QD|^y7-B15#&8~fovI!QqpPZyjoGTImxI}*s`n6Mq^g&T zu~5}}gt1c9%fr~J>OICdtLo)ryjAs{P!o+c@&2lM&oIHNde1T8s(LRlcU1KXFtMt7 zg_tB&Ju)UsRj&y1SXHkWQ>d!<5>u+GSAwZh)qBNC{CzRLT~)6X)1#^fZY-*LuQ4;$ z>Xl(6*6NjGq}S?IVC2{8RbrN})uUmQ*Xq+S>(=U5)*mn}G*}w4tW9M_$nCc(iXqG1 zs;GqArmLuiETgNahum&e(F$4Cs)7o+-J-HNWLb;KwvdixJ@p3|i)4>wT`7ZKPxm|z zZ1lLtIeDwk;y4LrSHSG)ERgM)9oQ&qf2+@^@5&2u^&xKJyh8D3S+rZ)txxRVXw37M z_Fv~Ox~+-Pd{16s+th8ACZk?umg8Tu?oTroRhkkkqVKaTd!8lyDlzU=xI#bbVSaIT z@uR@nCl24ru97_=JKaBf%|x%9HRE2tSpIN-f$?0W8PZezPUU68uNua(N)pmye!h7* zb(RjuS5d!gQCe6LZPx$!!rZrgkrOo{eFjafId-Fqc$!Vo|9)1Yz6FvcIGA^@RHCa!u!L@24-XQIx>WMf@ZBh zAXn3>yNyt9Mq{R?(H*fQ7KKxVc8LY=+Jh1b3|hg@E{?Bhvd-#f3+po&8Xek&S^*3s znQ#7kz49Y1G^3Cr%lg*eV_v?_ANApn4D#JH3roWKO2XVyLUJhsPEGwzO^aMqs;-6F z&%aqnd3Ti-f%UBtk6LWj8@G5{vDZeifOL86;}w+ycOA8B<+rDZ&1*mPo5$A|{2iUH zGm6EXQxdeO2{+pZ48nM`Si4%!8>F1x+vFN=D^XgIleXSiU5wsnNt4yI+uw8{zCHOD z+WCyoKo`|++pSdvPtq5`cjte591=0v35GpgLht8C3q)sdt{Z2|AdP-ZIUYbU>j zVHGWSQ#lQnrk}B_Zh|Q@+Ln?akLvv@+IIQ_`Tk;bj6&wmyk_xYPUY75MpqU_JGe}V zR@OGowIw~W!%*4?1hzx^;z??@82TZP1}X8Pm$ zF+6%C4;QM?lfJGaDm=D41Ksy7eVv`f+4`F)SdtB6K=VOBcPYp8L>2aKfGCv{Ti{2x z$Nibo?sB3k<$jcgotc?on7Z=)mE^@TCX}WNb7E${dz@z^C$9VN6v8o0qnG8O zr+YYG&O_%_5xTJ?{T_?kM7DVXE6R)3@mD6gi|&nX%Z$RX(vNo-a?`4@9>jhsN4e5N zD!bjKp^6~tOwwl!)Dg;cNWD?6WRqScG2imVV-D=Aw{ z+rosE$;25KOm0`8{T@e`w-I(6H0tWf0*9gnimmqdBeo{j*AYb9Q+lI*g;}*A%Q^*Q zErD6*U{*ccDutYfK3&;VN6>3`>@xhGmD(E>%m(&<;RPz#s4IiH?1%@OrGm|-)0*l` zPqmimRA+Ui%w$bvCU~@;5-rzZ{W!fXykhsJ^d{$5MeV7lmw>EIQf=WLH_tnhlY`8R z*5DE@`K{H}5@DSuFVEJgPmr`H_a2{Ksj8bk1!SGc)|skvN>#T)6nrU!e_wA;_U*~m zkz6#5rG50vN=C#Ekg+ZYWK0JcQXs>SMY~c?MBK2i*q~pV zbm|V=;567^PV&wN(zc;Tl`Gd3Tcn)$E62X#N59&nKbGg7n1A9-#qvesV1q?qgLRcw zN7cbc1ANwlk0$tNfsZ!$=zxzd_@KaNLuKR9jo`Bhd^Us6kKnTfe71tmHt^XFK07KK zkL#_CTUGq%@sA}}N`H)7U;L=&$N7uD+If7>+PEFXkJfFOzep;1)q|C`rbmq`lZs+f zPTcs}p<>hXx}?*0@=nY-;a4HONCs@63^uT+Oe)SwIdSupL&erP^+^|&KR&Ve#QBPK zixwuIc(BH{;;0qapb%_u!@>0aP4Kx5K9S&a4}1vV69Ya(@QDMT1n^08sQB5gJ}I~H zannsP6t^&m+Jp~e^(*<5(-TCjiDc2cnYwc#din?Uby?tXE31ZcC5(0TO~}4> zKT`?xxdc{ol*YdnD~*4R>Me>Y716|LwD&EqFlDS`v*lUWXy>ieZcrbSV>h<>rri+rs$9ZxdSXM^`E^XaXzqFD5)G=hk& zLyff9@Zt#eI_P7`HMMG>U3Nydhxia>d!L;eUX;l-wQJO_5mR=onPBmk){){cRoB8l z+Si>Q1U{4-p#HQSI?@`kLnr9-^wS1=Duz0 zbTgP2K=!x+5u;|}4&9F@e{A{+}6hXY3rkHB|x&h@qYUHx9uU-wEfO3(=yt5XZ4%3f}<{~<+SsEh3;{J z{caa#OV{tV);B6tOp=N1us^p=onBJVAFHb)9~sI`4dZrIpzX-HE#A~fwmIIm6#U=^ zO@cyz1A7^x$1vTClCBVGYmfD19d7v{jhS*9HRe=lg;nNG2c8k z_i{gP`@;{9vpAPvcj!{Hk=#vF?D?_+_bLmKgivlq7}qSBSQUQOma-EFI;*^n%{I1O|lZ@(^Tdxs@VO#{8el_#7C58~2Hh!v6# zTknu;BT2ScOB&d{xjN{=HJ4%&B^z9_+>)~iZQqkv%aS$k+mSaX_bjHB+d0{g;_PrO zv?cbB+TPVW>)59&$yWf!j!-3Gg(NGI;N>5e+mcEzXa(}^Kj<;T;l z`?t#FH|=WS#a*{k>)-mNkzw_B zk5yveN>aHw$Gj2ECXna@Ra(*L8<@5@ZtOdPd1>`+ z??iHcdMVNQ08WNYv7mQYlgdwU%-fG_Il%Nbx@Fi25>hyeTZY|DTMnqf#5<5MgbAiV zqCa+_%FC#J#*&yQl+-ap&b{q~Rs*=*N|3uR(1?OR_h97{!&`=%Vwc1$Iw^HbDv+?9 zaL!Ze*yTXtk{Hcy@TcwGZN=>tm)}s8+u9BFyxU6JEfU{QcY!ZIdACv8EhulOw&2Sy z?>1_?1@jHnAAH%JMK=*K+~eI=-fpq1A$>dHj;G8qsmmSUIJ(Vm85(5)(>!wtH2S$u z`DK(+z>=7k-QT^8S_KkyAi-iRJ@??*^PAfVS=#3w%zgn94?#i?CLRxbbxi6Seo4$q z#=cvIR^I0xw7xJ1G`i9E{mZDes4WL>H%4wJl){Zd@kpl(N^HM)U`j33`|L9xP9BMtQ+`<(`IxS%?&k|N)VH!aL7o51^8o_Kiw33^Yf>BlsI^a$x&H--TQ-FiyU-j$Wafz zbkI5PPp@?{lPq@70p%PlanSkIpYG6{;tk3``TEn3yma6!kfR2aIBqGP_pdaQLtKXVP-$q?VL;kPXV=}r_2}Tk2A{4xhh^*hyiL`-2Cfab4f&7? zn~L-C5AncPHGkWgr2<}}VYkq*m*`95Y0{^*SdOfMr%&(_4<7##@NEscx*B}Oy*%SR zbx+s2t+ik4a7g2%?5u5bwk_UvYU%yC6TE)9&wp+BOngOxZY@nG>Wy>>8n!uhvx{6B zy~zA*`+qrW9eJ6nM7UL_Ld93%z~6Lz*xN#@X`hk4@Lp(ftJMSOrILHrzT5e1yw;zz z8*e2JyL^}4;eXuaP`VZsyoY^L5)_v~cU5uVmTl5B!!Jg^MWBBwca^Mdt^J&{rfbRa zt`g4IBkQ%rBjp2Z?VWt_uYM)Y%v#cWu14`!;#z~n@Xz)Oa}H0t@}=3{V!AUrG zrqK5s@qAbipqW1(@lzo#tCuYr!10x)_{J$EQi~cX;H|Q&mA1zEQ{Qgl$v&_xO5cd} zB`mI_SvvXB_CLM}oHA?E7GAL3dNZ`Rc_g`$!%0SK5i%=&;P$mGZWAU(D`#JKnCj z(1*Salj!~K3}?_OWlURCXUpnsBGB#?wJ~uC9s>+Yh5lcrSm0oaOY>;Cjku*OfZL01 zBvuMbTtzTVjHVR0)4ab(%X@L)|6}hvpqk9Kwrz-l;#iOlqmH7YASwbuf}K$*HbkW= zC{2M#2?8M^qN0%4QHl{!7%2fnBoHBhKvaZKq)KQ(Lk%D$kdWlxFZOZny>r+4?zh(c z*1z(e^X{|Dc~8P}<#F%loMcute*zU)4O+GtqwAo)i>PCNdGgsBAp&eh0YHuAD`aa` zb=4RpmdrZXXg$fwClxYaG^YxG$TaQr%qr+Q9bBE9SCch?ZBUt22AL>#SAZ$IECAnl zttdiaRn9Yur1_ezH2bDp=gbseF6-@VvMcgQbmX>s^H>-JT6NR}P%ZequDzKTU6EuK zMo%#J6Bav6p-wx&m_Rkm)l;~iKpID+k-WCq_uT+hB9%a&um>RaUQnLtA>E=fCgTor(Bd@??>Qc}ctmVVKh4#3 zN2_6Jvk!>1EPs3d-cq7ea*`Dma~iN*O| zJ2*g+ajF&qq8S22a|;m7%5gw6Oh7cRg$Ev*Jpx3t(hES(V?Z>!tN`?MAp#E30JK>- z4AACL?&YTmZ_TeAyv2j1?6dj7sc$jPfC|&^!pT4gK$n%n09_sdbV+y%(B&2npv%5y zBn0ryE`4Msz$agXW=1O@ntgz1Ru2Cx0Caf-&?Vt5K$lxQfG+z0x|nsb7h8e;;OtPw zYbHByJgE^URfqgZ^7dx&73adAafu}St*(WE_4oVm_c^^Mi+{>~BlL=Le>CC~t);J$iYw6jjrLBZ5 zz0V?_>7bM-do~^qB2Z6OV#4K=u<+d;9s;8ZO!z4j2fp0Z^*kHj&p~lMZl+tow|hw# zf!YYS?Q|>ndM|-_&Xi-qRZyHtm}7khW%msN)!wslX*^3Erg;jANCI_%XXB%-bSr>Q zRxah3+6d3aj8Fpgb`_>}o)R`0rg8yM0>wFUkw6`Rc}8Gq`kfRP1tsjMcoumziqmif zv~eu55`@lC!WMzkv2u*L5sD)b%ObnOtpa1d3dOl>Ot+fr*(ePYm4QzgOth|((k-im zRf36@pg1U)s0=2W@7d@jrGzzrcQ25Ib_d!T6emCjbld1m;&y1p(C)K1^cWUr0PdO{ z6hC;N@(w!lMJL7Y5`jwRwNd5XrqW_jDheJO!0Uy4a2|^ zw5HziJf8oX!a>It$F?5}a*jdAe|mkXw|!TB)3yEcYb=RrMIzqyQJ$@6tSCoNG%Tnn zs3_jsGUGp;4EoO|Z2az1#k2oUb?-L%wCetW{Fj}o5bD~$KFC-Ef?*&W6#Lo;~xINKWG)>`gnr~R4H@gg;rgki2TWA-(IHG%|xU@d5!?JA)c!; zxnJ=sqAFBe_MyLXAzyRAPdm!=#n@A%64$Mh%zDa+NaaMV*`x4>(pxEKx>*ZF;yG)G zP=!G&v8y(J_;vovX=?+Gew|M?ZRH)nmc5N$7ih#ho;`^I6}Z69uhyv5QR&qXa^hrV$H>}(F?6xIu%puPl$BuO7p3@KHB1aA6k%N zono~1hIbzf#6K749=h)6I`O5$ijDet9`wsxDjckaJWFFvb~Y5~8c&7*gnH-JWQ=E; zh)(PtXD4Q|V?0JHbjLdsg|5h$ImGQ9a(h;YpD1FPRP(RG+fj9xMK>`u}|^^KzT zsyW>v;|-*CA_HE#1$pyJbNKU^0k5)gUd_4kOrndYt#{%*-GKfTcbF26Qv3?@F=Eqw zsLXj8V6j0=IoV8^O)|=FsLG{oDP@q3(g;yEzhgySLzS+J0#oLKNI-R1{RqDX1ZX*> zTRbXNe{=^)Ahlg~0#w&s(O8AxB61`%+ts@}yTNgAqFUK(((LAyH<8$hgv5@w3+?ec z8{feTiQ)%H4ws3ir@%s)gf9GB_56@p#e zl32OC>CxF(f*}30c2n@#gY<4hIDR&PHJa2IhMn7zOGuo)rpw3wAg7oLV8+&L5@B(Y zMBd&@0A?f&n@P>oneP{KA)ziRRAkG3X53d9lt{srubrZ0CPH+>!amc!R!uZ9WX~h zbQwf{Hg5sbFQ6_26-@RIh6};t@3alz_jlSkSOoF`+G3rz!DqKP*E4=cVK^v8E2HJ- z+GOuv(zY8+{+%XaI>@LDu?;?gkNvAkin?D5OdF`5|5U>j{DPA4oQ%rYb_ zX?1LMWG#1}c6;()yk_41>Gh3G^rgrZ_>E2UA5R;JePs##FQ-%f!`YgDF})a5+S9z; zYBTol2$8B9j_XaW%gYT$RyeMoV+%sfe8=^Sqo0Hh6*ZLB5b^jlc^>_;$?U`0OS(_k zGeeUi=iap1S>w3G;TqJhatnYIybCcLm08 zAm)r=uTln<-9Yu2O}B7={$cJU`Q1tzIlc!S{3W#w5Yy z_WDClWDzY|-KdvbHoDL?<{;ar6wQ}+`9ivy;9qq-$9Of>^+cwmeJOZN5Y4u0$95nP zm${(DC8^B0Z=|r6@@~Ej%hl9B>;$xG$QY^S7BlaS%9ldJ`n9<<_J*WjGC|2v48Tg! z^e)mMzz%y5kLVCb#Hq(sI+bd+35m^3q1M(hc`Z4sg`qX2a{@3EO(^~?kZJ`pVj$caxRk0;PYLWN>tQ@PbVW`q;=Zhj5S7A$T7AkCQg zVIoOYBJCZn*5fMntQJhGi$(zLWLF1z0eQ)+fpgG_x_iY)E|8}%MNMCmRGH*=0G+TC z&`GcPxkXF0FtV9{-9qUS5SWq$-kBrs06@`uHF7MbaVXKkEUP(<>XO*ZRgG3t(oMCy z-)(Q9~|9Br%>ZbV}< zK&6kU4Eck30VC`{W)EYkUp-0O`-#C+ejO>$s)v!MJmO$0&R>^`7s%D+2xs+J;ir3( z!CV98Zbsp~VTWUM-nuj!!QHxKp;3<+ewlZI!F>K(QixR-qfi;l7kPGdB%!Q#yupQ> zPU2Aq7>2{}k--Ih7#hNm2*X$dLQV(KPL;>1yC~H0jxiwU!%!TCco>qv$|l;e$CmWy z;m=#KiK*=Ix!zF*1p$MGb*F?g{7O}h#)EMk7(Xxylm{J-UK~qLrHvo1vl6cAS&d)l zecM2i|C$tR^`231@1w&}!?E-<(s+HHvG8QiQv3$*>jnz^m!vSOc1E%CM+ZA`Fyq0j zFPt_)FbIrhnc6mw&acygVW>f%5)5fDTn)p^U~OaMqX*cw;iDd@hU2<*i-d|jb09H$ z(cq%r3(|||Rz_=XKil1Wbil`bKhl{Z-EO2aM7pg=XMl8iNT)qIuslDdmT^%#j7|+~ zMJcLq)+_fdq;{91$DKCr>et}S8^4k>O|)1epGLvIJ19b-N$Oh4eXEBxQn?p+GWC9X z0?FQ-yTYQ8rd^_Qer^x(6*-v|wEm{Z4jcbI@f%kDeeCPd(UC45=`JFj19ZnH4YsL? z-;rtN@6~{AC(>c;p>smIqeyoc>GmSsPJ0=f!+}=*@5Q_aa#Z?H59E;gpi|ibL(*nM zhjgS(h=g<`1Mh)bD}cvNZh`1Db?6==U49UY64e1`+$=K8fspozaN7k5S z32Q_;aRLn4VbIZ$E*|MFBAo+t#}{OmXgL(;U~V(I&-cv2| zj%$#2yaIW5%SYN2`ou4ncKi7Anq>RvA!A-ANoCqQbm=9$VxQ*4J>5RIh-TS7ho@29 zI<|Pb@sU|+SNbyzFIiop>2K~iHr_k=m`uAHV-9sW-mmU`@K~-BMbUkHdi4tCl za@pwUx_S?HY*58)sHi=9Wg~8=twY`1Jv~R^fOZ{1_MZ3-o`!I|f24hzhj*A?y3o@l zCqU_B=bM^*rh0!Zr{TS>1_a6~)qf*HBjq_w@$ZUhmeKJx0p&e94s^({$T4lP#(AF@ z-xpJK{EJ%E%!ysKDsM3be?|OORQK>o3Ya{^iOTmN3#(JyCg0EQp8u8j-MUFi9C9kO z@%z=2$sCWT07OEeEZe6%5nq`H{u@R?!rGY0! zZe@pcJs;>A6QJt8^1s`^k-{}x%*>U!{uz-CCC712Kp-DAO)Yz&U1x$^s>Oc>y^1-iFHglIzZc1x)@>#O$05#=^f$s}pg~9`VR@ky6 z^>q}~YZ|sPyT8SGwTKfw+M5U&DlY?9$U!C1C$JLv#86+rs~;)gmc3ogf)C6gcJEN{ z=Xx4K08e(c!g}T4xslka%y*p@pV;9U&0RGCi57gT-j5S80&iZfD^iOD0+H9uH`Rwl zUi~BCO{=G*T;RilK4+TfcH`zw13uwHIldd4q;V|Nc;j9DreS|?r2tNea-TCgM~cfP z_Y9EVzpHI!-vgmtuXd5QJrTR8nL^nxVmBeY+~EC5sGH)KMyFnNv-Av%u47rf)K<^U zL-!1*w*v>;R%XOU=40sK`RO+W`+E;4^*mSZ z+mdU(=oIL!gP+1we$ti2)T@1FzbpJb1DQ2=#mzQz*vEWetVlbx*7v!~=y;n#os)i( zw14*K^pV3vtN;kxfmSsvtDN{NZpVnjvhyvH=y&Rl>K7MI@77#4Vouad%kd2jVOHB2 zog^#U9dkom66tGtl9XShruoi#k=vy?>sGhgB{Jr&xFEPC7vVj56EC3iGq-;e^6cfE`M7JEs`5*~VFx&bg*tUWb0okWnj;bJ&>XMA9h&1c zxI=Ti9@^Of&G81@p*h}!J2b~zaEIo28}85?!$VgL?Jiy*zsycT>4s+T?N@iUFzk(D zoYuybYsu|*j0CeWm{sl6Jxz)&9iv0D%Jt+tV$Q7nu!U>?CV1r49ZA6rO&R&+;IIcA zVnVYjw#s?LhOGUtL+1FKunn*8DBx~tYRj*%bM@X=+<5X)Xjc7hIgj+aYfq&9(^d%t z>vbQ2V7=oT!FqyrjqtDsO^f_+!pA;e$=E2{u~ny-{K1q0Km6@yp9t1pY1ar3drY-C z$3WChogib+`3n-ztj{E%?@`acfqQ-=U;l{OK8=1xZYTe|S#J|o+Y`I>A9VlM$<{v- z%IA1;H(~!_XF3=@ii>zqjEh(+{L~CG`>MvXaHI(iwipq3*vFgWSNJqKc(052%)XxS zI^cef_>UbOh}SQZ^lEFOUH%XTcB%ZS1LF0PLC(s4&dNPl=|8^Yq$ov!7K&fHD9E-D zJSOn511$?4hZ+97Ryj(LuxsF|N;ELh?1QnvG$`yJ%u_$(h-WB?Hl3soT!dm< zw#TXa&p5v+s4qZ>*Ut!$gz9Bxc}Ka>vqm@)15!}%>L_O(j@c7Hw7?f3-c`V0H|%Wg+z zbv&&rK{&A6lfM*pg5mhi+T9%|aM_2O!QlK946vJS9N8k~p4~i*5U?YMt#G`=rta?W zP&!3${R}^WncKxA?$@Sd=kuQonUB>O1XPdZo9EO>VBKU5e7Ab+4EQ*s~-wj z;XUs(LO#PNq*8Z>nZ)iDTSM(+yz69mO^|^Ou8y_HnALsaRHn*#SIu=j-naA90!(?%Ta&napv;|t9f0X z_bmcvGp#2v_nqwU=4Dq;MtIh@HbA!N5HqQ^SNy0~l}#pGsMLufodRTpt-R2j`cR*JRYhv6nR(JgU}SIO)Se0RLH<96_pY({`5vWt!Yb-Ffh z9(yER#5{iV-LBKZD^IU)B=PhOw2#+P{8f%$P5?zOJb7S0=w$ruyaWTxqEM#)oV+n@8a*k96Z&$ynH1` zVf&G4959fc1JAmeTe>)T3JqvVtw6@!H4bF#Fd$>E{0L-hGlY!&25}lY4E$jdl(={x zJO-f}gj{|oRL=xSzb7^_fMbjZEg-BEKL0(jopI%%OwEp%V9n zW}SeLl7{0yGqJA%7wNnuP`BHGx3m}-NYY~ zDh0Csz*KX^hXy5?BVJgHWt*9CZe*uR!d!@)xo9jYdM@J2`gyNu;FHV$1-Tt zq=eTgvzw0pOTM+;%Kst0^{cSv<4BP%Q8zOn{4Rw{eX~#-A71}~)3;XARivK&LeP9% z*fPC;txDr$>k;q7Cu;ms^5uFZf{VHidF&i3!cB*KCJ$3ON3nM3EGuHVV(t1?%CaC< zL=?ego>DE4hvJOsT4GAIo*k5Dz(BSLBDlCzVou2^)dF|uR0xbJFsDwT$jSFv4Jc2` zcR+RS-AvB_>d><=g3CL&ZKr4CK(Mw_t#>)*lnROr%pn&b@+`bTa5?H}DH+c?a*5!Q z28u|6%Un;(D_iLqgD{(%r==da&^svJuoy!aT_LzQRAG9jDb<$6uy`zBg42P84GeAp z%!Aias#SRaL*Qqpby9>gP-FusrCK@=xb4a@I3pB!PArS(4mY5UuR@W5S~Lt#Qvpsn zkgtbzJ1A&XrP_EfqTmK28Kqh_aLQ+)$c(LYFTZjO6X@cnDltr;i+}L6)ULoVfi8Zk z3d01txOWGI18<#wpOtNjB2&R8xWdW?T6K1c2BA9_=+=Jz7)$P85ypxL3V9pFS}jnP z02jLi?pI15G?O0@4Q?0^za@)!qx(lcvy`TNE2I7Oru^?Vh{1NTCx7+IfAZ7o(@_H7 zQJZF_D*p6}GQG`+U-R!(02luEY|;NlyZ(=Jtp8lKV}8h*#>lUlCA5ny@Br3xy2AHV zU+pDc>y9u(4{9%2PTl$^+BKJXtruw5Y+o#FF8g*Qz~?-XKI%!w%Li16KV2=Kjs^Hc zyT0f(Ye~P>D<(rQorf!8H_s1wiS15n(ZC+EIXe$+na{%4(Mx&cIhkA@;B;F z`|xTKBOhU01GUHVd&YIwMiYwUT+S9?T%*kAb9SEho7Z}88%5P=q!TjrQHgqkaJg&c zS4UWJNkPo4V&)Z;$9≫O}ji1GH;|;N+rnuf?Zy`WPesALNEmN^GEAV}qllxX393 zZ=*$z2Mt=Ac191ZZrqYwHV|ReK?#hz?}w3D!}y?syllj*u~PsP`Kko4L}~ zEAcGi*K(>}FgTkj=Pu|-tRXg~;)gD9u6NY@l4!BDu~%8-pP?t6og;MfCL(MlI0}GJ zos5DEPmZVGWKZpC7p4iG*_DUv@=7@Fm3TX2VwcyJ%sYo61I0fmJ~B}`GtcZg43)Fq zPhh6OAp4_DVhmL~O67Ts#kyqI(x=&PY>OsJXKJn~qR54%u=?Mi zZE-o-Lr>t5IF&7W&*`mXeK-^MZpF;s0@wy=t8sHZU52kLuSMgeLcHl$LM@A)Nw%|5 zM%48rZzr_ic0qTy_@X!)^TI_Wx5K0q4#V7w=euCDRyq|A<_F6Pu5N)eNsY&w@1t)0fq(?`9a=8b#(EBEiX2W6tBEY_Fw4L*L^y zzE94IG@PE+%on?_co*_C%!4 zKU;YzdeY4kJ=5;5w^yC?XocS7!Wd@tPJ;G{Y!0|NdqZkW006qucFcu(3B`E(H9@K8xqwG8*M)3~A4 z;8bOq@bC@qAx6a08~B=sO5^FvdK*bvPIO_?PQ6F2#tkdHTq;c-Tio#8#f*5mzpLqC z^giyg-kaIlPVsMZz=eajxPglw;u86ti|_hQ5A1%>>LY;_5J-eT-}Mj}3xUcIIP3_4 zhKLIiSPw1?#AQRL$DF^=LSQ-sS|fqZ5NHm8Imq1A5SW4lYJm%Uq@P@}clPRBZM4D* zJBD|0$OiZU-=)}E63sW~I<*@P0B3z+a9xD3c0*TfvxGomv)EIKH&!77{jV zWFl;;-$Yo@L|AiyHNoWx;2H_KmZlClZ38rGu7 ztK(S>u$e6RA**2}02%-+764%Y5dZ1Mb4_klmdj}cv=D)iU4f#93T?xUfTjUm<}+`!d>)?H7Ig$6=wB0g3C34 zP7hc|U?IC>SVv$X@8eiUU?G(ql-nls48SqRD>17f(yJVk3=7HVpd5sSJo2202;`<$DzS^H;hwQbPVnlk;OY=KCh>$ zg?}`~{=5ThY5sNFovFVanzw4^?Peb@`zM zt0WeRT{(vge>xgT_RxLmOr~*%>lW<%?8tKFdCoFV?U?^LRpx!F7;|-p>t?KEwnaJf z9A}~Df2Hc;6&dmaRCQ&eu{3#iLB%v%=26Ngv=-OfrBGD7ies{X8U?O%7s>#Vu8Daj#$(blgaUC2a|c2 z=Vk^{cVF5sRuJA(e(_$y9AjLhFYUFm;Xt9{!Vmr4S9BH%o3(2^?DV;XS*m6F7*2?X zDKH}Lh0N}n?JSmY?#RG`<@csU>v**tNQytEFKsWecIw^0H=9oUx^5%s0=p_sE8VGd zmi-3(IH^sfd#2*?K~?#kEuKkt?MnT5x*un*i6h0{(XsPIBNq=(>=fz8We}W_r@AQl zNSuz?YU1(INlLeLQM_*Z`ioH?u2w0Y=GnaJ#6Rk;#X#}<8?fVmWxIQ`Ch*Xhn)j*kJzN})_1?UadF8&N}F(;9^c7l4;c^&Y1RVEi?3Rb zpZ2+{DD3`yyt~?oH=rvZf}6QP?a>CYmro^S!R>N$7XPXf-ko$=G)x{&(Wn#g&UIe9 zGxE#Y-bJ|tI?X!z_F_0mk;p>gR6?9;7gdqBI!Acn(37-`Y3O(x5~^SN6;Z4ANX=81 z!&?pBA8sUxC?;-cj7$Jm17pr6&93EvTD`uv$64{V#(MXc@@@Jm@wh-ix1>KWS5rD( z`YJ=*miIoN*Hy96#)^~@fSy;?CtWk-7p&ErSHtt46qj6ggj6N!stCb-8D~BEUI!jXve`6(dc@dASySY>udn|#Z#_DRg;^s zAMH3v)LFI6y`DWpUD!B{>@=S;?!gm|rHg7$wbrS52hP^pP(wSoI9#(mP7w&!l}72^{sLr_H?Fj_vDefrdLegwP)d9jw-f$=cHXz z5rpy|0x_Q+fjn^DS$O=tX)V!>$*Pn8hPvTl^rW|dbH2cvNdRxg0K^bPPB+kFL(6*m zNgJFTM1Wm*4#o|y3|uOu5O~7@cw-0fCVF2cf?W`pkPI+k0^a;3cKK^~qaQJpbu-~7 z?DCiJ<{pAlP6A4Cn1DA!S$zoT`IGiD==mAD`~!INSoH?=JyBb!R9+l}MMj+4^kb(p zH*SDI3=A%6W?3kgwY#2~hPYW|SdHPmtKWoh-hSMMbw2YzFJogx^pSfVCaX<7<8P~G z?=P9peEj~4IZZF)d0q4o>mHNU8s71@WvKg0;5+tx5kwz@=+9wlK;9T0}=b4*uQQEfsL&OY;0*@V@m)VJ2+i01IXG(fUKPi zWbLnJE%Lca$)P*(a0pOj4bi`Vp$pI)B;$q)GC?;YLvrvrhI;RK@k0bn7B>NCKS z{93e<&Q2`13g)czG>@T5FwHv1Td@CkRsSyM=wc)w9HSyFY3_lykKwC2{+Llw)Mc#& z-1V{grH-cS8mdA+ALsZz)yH#jRfti1MvYT)3~ze1_8+;Mhi50a?ZE|gDI91%xi~%K zOrr>fAPd>Xf|iBTGi6=PDVOIv7)5DfiieB}hm7*fXXPI2mkvsi z^)G5sdw~Ne)ONl^*0Q)|?euU>N@)J^S?YG~azUUvL0Q+j(!^ytLr#4+FgFqAvP|&X;SJ_FT&%fL>~}_*)kfbuCX(%v)dyVWt}ByOFG| zp%8%D+r2Hh>PYv~8uyJCS+mV2Sr*MyCi(iWMbj^;kQ5mMaxcGLxVE8?s(95xRZCJ$ zgKF0+k^e^nx`Qeylrb>(wJKeqte$qcO7U34RwIu~PEwksM?dZ$J;&&1i&mPfd+oGC zw{&^D-23&hQ73L9__M-rlE~L9qJe&Qv^J49mVnDemHK{cZ#5cEJftETbzdelyUEB* zVwiK;i71?2!VGm^nn;@ ztakS})$j+!k2btHA7El*;I#=r2yc~26|rfWt2%W0Q<%8)xwSg$BOsC*V^jS3*-@y(muU&?tNAno~su2Jw9)R0{%KDvvch zDjKr5e2JlQzOz<(E~$!Ws&om`EF)f;z1_zeYMJ7vguN=H4L;nlNIb42UJA+O_|fi+ z1ZegO78{7F;*D+F*+bnP2K`y9L!B&S0o6Q+JB)XoV%IQj2hN0s#*c`yS1bA*H+jr& z?zlBJ*gP~1D;gKq&te*gv`kNO8Ti*X8U%y1{`20VB+-p}L3)d+J(nS25MuR;g`?!O z51`*!f6S{Gxh`(oiMOtFH_Ca~ zdee93i$%lNFRVix-h#s);hu_nG&*%i)|HrzIS*N$zB}oyL)QuEolBJrt9GMI;=sWO z9Kx;Fy06NyZ#m%mDlcZ}df>XwrBe+ncTYEY7(Pq!cMUlmA~-05!+PIWg-3_3hopBb zoo`sNdzs0Da3jTS8h3RrTCc^-%CT=-01k`5VO_^kNyGBp3r+5auTtKmad;!%`ial@ zbNhjzGq2iO2d@{UvzJ~mWb9sOdM_O1)BpT!z6bk}l(L?NSO42Hk4LTtFq@{TUgES2yD2i+J6Gz*~rlRbN^wbz09hBdAg85M%pVP!ZpNmp9@S4PIu5 zR}~WIi99jthv`*d`b;`ZFO7J;K)l=$uSjHFCqPC0Vfsg!pmIQ_KZ$rnfL8|Mm52m7 zBTod?cdM61R$m0udx2Ng;($T@@VgLWg~Z%~m_~c=!HI<Q0jkW~g3fB423=0gb=KIVd0d~E zw00lPxyODp@Rtab9&??(F0oPfyL|fN# zk?XmvohqtXkvj>Zq;}CY4vzHbneS80eWA0K(3h{-722iG8>BvU_)Yf5tzh2{xBgm@ z`YHXh^9wrplKxq6sH^le>B?~EwAkQ^;@>sbhAJYkYsydApY4BD6U+O#Cidj#?9bi_ zqI5Y^jA`}1-~Gcw8~-Z|z1Dm20)0+G@uAYRBm0LrPQ2vThpgZNM&IwB96V>a|EAWd5-NK}H*v|rJuhD_ zb4lW)CD>ILClIS;6Yog+Z);s5p|W@MQh{MMcbKi0e9bE?$;IAE_aNP2T5fE=QgGjL zf5TQiiRMo0`sTj%PYNzBKtJqX6g+2z|L?6^B~43xV*R+W~-k>bGJ3K85`;m zf>GBjJ3h2s3AfkK=52+H*MvAQwjC}*mA4h*(j1ew_A0ol9nI_gmD4LUW|K-z4!xqPjfoD>vwAS?icB z&|K%(6mRxNH?OEjf=3m`6;)#NHs8%HoBBe?d*V;q zScV@Op$73p2YUGmp^`_NB{A5$g5mdl(sEqM4IG)1jT)Y{!#1>h$}hs4U$|0jDH`~c zmz4Naj46ieE+Ta)Ns#OYYGp!qR|rnw@sYxA$sQYoAS?4^#sJs<))2jQxEyxr5Oe8RF zKC+jj*2d~v;NQ4=j1rzrWr>77d`hw}>VrtQK~yVKNXz||?zYkC0+B|eD0GXmeOMZ6 zIm&z*Z70pzXc385h8(l17s`#^#nZtF7gz;Tp|(l$7VD(xZHBS(z;~nJt2e zn9L}&knjg%(P(mj!3@^)L3B(@pBt~{63tDQt!FPZY&iBYL{&(8c>vwHE$d=mRnOq7 zWgNdzbP1Yd|A6^|yK`i$eI83WmyyO$y>$qGA#i`s;LN43OQm&Qphj;b!OG+jPmx}0)v zPaA2EyM9ceK}?J9mJs}w{9*ffqVwmvLw*y^6sx`Q`$WLii2&ujZs`2Zq2Y&fdq2#N zGPW^YSmBD!e>F7x+k|2_o`6{;&@FyE#Fo8SS)1m*3yQ5yd@FoB>4(C_E5Fbjl0&u5sPsm_fFzLm50y7vkGM5eN!)DJZl-(Ey60gI+p} z2m{HD&capw569B;f<7>&Fz$ll1SoETVk@G!1Bzq0gqE3u4uRrtNWoaU4qbok3-@09 zL!stcUvas|sOv2Ki;lDO>HoMT$Ck_b5-Ps7BZe`WLyECKwWsZy>>OVO7MEY28Wyuu zTz>0rsr46bD>}|vty?a8buMYDz+c}27cpK;!gMBXe%>e&t5O=P){EOK>M)T?4 zYO&z=H`=xe*&`3&aeLu$%i(bg;BlAXaob@v4`4N)&6;4A1@kO0UjXw~FvCg;VX?;` z`iof+%mgqSf*BrO2+?g|#z3?VM1MA4htFguyw%_8WRJ`{IcxRI4Hs@tQ`oxu97N~C zM`a7`V_CHJjUF7;%as-q+=6MMlS)Eiy4RPn z%%LVt<|QsEehG5NZd7YiVqEs2r!Q_ANCI{Ak|w-20U1kuD{FnLa{YWTwB%nL46X33 zto1F6^!XP*zS|J?vW;r1k{SDBg|}QraaJOfH4fA9!xg0{{ChQ^i!4k8a8rmq719J?VTI$66P| zT6grjYqH9U(ckk8CD8l&ubm^_BqpJs@LqN;NhC5Z5g9Z5<6HE^npcdP>(0a13MRW)HK+mX- zj0(GrW$7Pvh4=}}EiEQplw~hqiS~zjT*0_%maQ(%D*B9LPe;9TxQ!+%s@@$DEE5Ij z=GrK;Nvv^~C=sHTmwAvY^I!=1qJKOfq7{oo@@&!FN2YSxQm0>XBWt)NeExAI+M_Tt zmBi*1yqg&6BAhPMrnyF@S|E^Y2SB91crC}!zLEG6raRtv=Tadz@*_+KsuwRQ7q4lR z;c*7PxL95q&iSQ;W+Sw|hEe&Ah5mg+M{+noN55 zfwJ0Xjx__+J8~33G$Q*(Q3!F6+ov*DMW%oTS4IImrg7bCio;C|!$(Do2QbZ5xo_PT zkuc6J`4R#RZvhfI-e|tdAHh2NKl&~D=w~yK^Zq8LWQDHtHo~B&$@VoR|K_;$rB4uu z{_M`6q{xtbWkB`*DErU}{FKY5i6oDAeyjSX4hm*2cP4WAFa1Rt_v`HZR3iFJH);AQ z_Sqp8D2;8|89_#gZ1|D3xMAf2mBu0?M`Ju{dHDTGFFP~t)*Y<(O{eLsq`HkPIC@#$#A z-Ee!rQa1p5FoEh1XD+&-IHw=6)V1LTCnzGvEvgWa2AU5`XP%9$0H`dG`l(|i7-tyOtTNg zSqaA{o(2O)ek4g(1dUpv|^E4CwKZ;oLKt;A+YzT?rS znp3{jwEov>S)Z~+kF`tqzM(F^$*vCFu;cRQwZT!0 zYByU}M9{KMd(RQvR`Po6eM=e7KktSF4q&W#DZ{A7d`(^SO45#;_@%ao|m4?7iLO_UF?%X zstI;UuMgqU75wQfdefUVM+y1ZxNaqK7l4_yqgV4U&O+PwFAAC?=l`;0>vT|+d*UFr zc6RQ1t9R~Z`IM96@~H*!v(U%;R|J{L`8#J5S`!GN7WA%{*|?az-L? z6(q$oT_uXVo|3@IW(^X<0vtyb?PKR03GLB*LZ@&v$$I{kEjOxqrs9^o$P$+@hEdoXEwW!&Ppn%*N8|;D-3Hzxmd9NpT34wTZ^k`To#t#; zO?M8hR!n3?waX^58ttPZLp^R_T-TNv7iYcF(UxP6RIhT+-6%i8-aB4f(#?M_5PZ}T zRlJLj9Zhle$A8Lg_$w9RbCA48Kt5e?j>r#YfHj;RT-Pi);I%+B{E>S()K5Z%yP#_C zxcP9paSQJpX2o0K@aG(ht^c-S!6hR98e_>Ago&l~kwQ}taU!L|f|L%O@zJ$;PT^=w zlfZA$xP{ud-}YkMRU-daE=DMv05Od;nZ>yoi*wEG$D_{?{Z^=O_bH2bljSna;P!Yl z{RNMAjz^aX<*!lU9z_d<1%m)q@Yh<$1UCk%<9&0+1(!l;to{M4BAV0tJXhrs<^~%8 z({Qr%@OSx~0p9rBkO7(Hm_H-40m1Ck{#D#9F9!t3o8`Zj<=)cdsBP^*GGB|DB^QlN z=q<`*@rDZk`EjSOE1rEKsW14DP;h!&)Xje-x|U1oCUyyTEwW+xJi3~K$=&y|mSVl4 zy_?ZbR}1zJdw*+7ZgDr#@sW-Pj&^?Fm`2=S=AWlJu^#z3qZ#r-*mn~`Z!C%R^k?jy6LBC(@L zY#S0ghQ#_p?4F_l5XH`bSb&TR0-!sGOqh>M(1OHXLSoyI*e-~jqC!W+c4V4vq~jwU z51GXeiT#T=68mqzk>wu$?i=}q@o&G89sl+lF;M!ae-Q$FSTi49P1&_L*xyV7{vJ_Y zzk)OkKFB9mx8$x=0O7&!i)^H~N{l7w?0adx6w%J4SI4$cR*EZ{Z-<*CArT18D<$Y= zKxn@F0%JCXka*qG^40@Z7pjAjeV&jA`?9=XUzYkKRu>SO)#F)RKxigEWOV_*mlH%t zgm3(8_<;y+9IFcm&91SmE+8~>;0G&!(9C(jN&p_QSqv)yc*I?Ctb~2A0KxiJm&q`2LGKXzp^5RP7fOOUkq^g4wVKVWv7$+(*S`Z0@<_uT}fSe<+5Fj+Kj%7K+LexM3Kd1q3SP2Nt zQZcLsAT)aep;-xt(?DqU20}9dDBRZ!V1F4!xFjM~JM54rq1IMxhl# zYloIvH8PIz7crZfxp>PTYEB8<<)43?^=tiV-k<5qNSfpa`Z7Yc=~H|{>l0CSoU15s zw0kHkw}Y_P_NHv$x5Um@w$P7175i!Q^UuZB|CzpwZBRx+wPWM zGc!C`l)bXXEI-b6U8-E&tdr9>ycl%$u|8#~tx#K z?U&qY#8rx_)+h6o>kXT4R%jo$Q;)TIU7Ws-*Y1hU{{p|R5Iia{>ai)WI})pK(*Q4h zs$OkCkY~M)wgUSEs}UV3wq?f);d7T3UtO9FnGueQ5_R-eSpmGlBlu?AZ&5Bso??w8 zPH4Zf0yY;53fNXtYfD&L3b|YSnOg1>(C6NkV*Mh|+B`FX>--sVnF`!fQ*GQVfWRzB z(U66jlL4Tk_QA5i?)R9@ANi`RZbbZ=q>*RaG|$-(~U!)5_pw2%*7ih`o6E}-{*2k`Qh?je`S+8`taf4Ga zBo|It{#}6y&W(ukcY^8GI%D2LxlHW80gV`29ONLQ^ZE~Co_#N5e;|<)Z3pQZSxDE! zBk7t#N8<*$9WIdTfs9TYq-*ALfznI?N^@b3mXj(6(lr=J*M#^1rMVH(HEoctna_oE z4F%FQg*n>ax$qq;*-uhIi(3y`U?yW!AP}@Bjj-{m4UNnVJGLl9#09pJaUcnUAt5d& zE7{7o|3Yih2t?;LNX^XW!ly@p)J!1`SrnvZFi7@>50vIc$liQ$A^!wRLIBLHczBhu zOA#?`2E?)opv~(YAS?&yQiMPkDSE~X9rE@9%xVdO3+y&uEk*nPALMXrYZ+^WPRhZ0=gds-&mXB}CpRGR=hk>IDY3}EjO z9rk+zYzSBm+m&E*cPnUNFSa3U2w#pOmu#kc&4t?oRyKU)U#Y}c!N%=2Ps?!Fqy3vw z?IZYQFewxnvLn1Bo|ZO|gznv)lw5Erfg8-C1~=H{1UtHU3sL00?eyUs(A@g^lVXq? z$%P*nqjpfp04~hn20t*C-AN(uqI+qf$ca@LE7*D-;b~b53s8dn;xVl3)hP12I9B!w zrP|UCimM6TOAV8_UYpQ>xVm#ZJ1H28v9FUFyHU z?E%Xd-p|F)zgq^Is^&ri2-Ce6+8Nk+6%UQg!&ou|EXq9|v=L}RXgyE$xttW*JDV@W zWD))U6O;dI7|s7KF*%;Ej(iDg9sJ?{{#s^SolO0*Q$&w<2xOTat=;i_GkZ45t^7<- znSy7Nr+w8mW4c!@P*|o;S6MT9HeY-e+O~gk&>UI+yp#6n*Gh{W3cg-+hXT686!fwF zxj{r(|H76f(^c+r(kTf`TtbtefHWFfI2xLVot10XuN2fLi=c z>hr=vGKN+NXy8)`spATo_kft&5v#$Q5aEn9xQOVE*f}UPL+8t7#N7zV7%!q|j^8-` z>>QN8dv-b`d=S13nis?JxC#-dC*3c}aGC>D+IC(vHK|pztj0)xM!T$2!6ZjN|ApfMp)b@>taF32snq3hxVGu^@Pq zU|e;}R)6M20jSK45F>}vcLpHHBdJ;A9k+xvZsTajbE_5q7p^HDf~{ly)9n9j$%$(Z*(vX!IP$U>+;r zw_?Fdb~FNV&aL7H+`!Y2{D|KjS?(ImfZIfYU{k0{m)+O8QKNVfWzJ>&GCW>%DOBNM zd0%k3TXH!RbMW!Mu&h@W=NtfP@}}ZbW^h|6>`Bed-6R|qV=Y!YNDJ{1&xY zsI@^tNZ&5huUM8F$~_#97ffe;7(h=OMtCxp#}TL^$I4w>j62@W4O-*6W(iH^K`vLi z8S*iiQJO-+a_288nYY|6Z!>p{<4SZ#1X0Mw|%YW@6l-WBct$KIRAL*2cP|99M_RJ727iBhQ~NeEe5Xq8G) zgi0c7lP$}T_Qc4ov{*(|6h>Jm%V?3QlqFkcEHN~e#@GjA%=bEjyY+p)@B8=oyx+g? z=kfbJX0CHy=Q`Kx%$e~=SLb?O*GnY-`Bb6CPdGtrXO{oE(==VF90wVZI+Ynh$r6{( zsZGy+esxmgCoRE+ImczrXHGlc`G^0EI;9ye~hpl@oO2xfvsHH)o^Fb+yUoy9HoUdPYIJ;EU7V zy7Lr8C(~;u9Ldp;2~-n0-_>|#b)Dpl0(+RW*IlPLeKI3*LPO3PnFzH>=X+k9IaxP% zMp3)K3r{ncoI06dK4E6g3YoKN6E}CpoS9rVd&YBnfkmfx=>D!arod+IA>kQ) zE^?r_0SYywm<$SOP`LfJCujO$YwtH$(PrkE!L_)Wmt6N}KGa#PySbRvG`-;k1+)pN zT8mjnV93ihZdfo?YBfP#-03l69UbTlb z7-g;LbU%AAY6nv7$_h`$G`T->5PFJPO-S$s)dK=p;gMA=SQWN_ zY8ARM0I6cK2dNvJgxQt zQ#;%v4+acS6RD(ohb4l8S)0m6BS7LdnVilxaztXWU#t0rR}k7RFj zs=Z(!l*n6ktt|Vn>$4$Nic#Lw4WJ;lyvg3}`phe$DdUf!;_V~7-CsDvPiwzP_}<4V zCDcFFl6^k;`x3_A9K}o-E6g{RN&ZdV(`Y97w~6J>VH}^wKq&v+NYQx2h~NMGaMS7I ziR532o3pQ==CXgss+Nwk|NZ8Faa7Bx#fhEU)^2#p+k@BctU|FfsL0l7&s<^U7BmLM zVh~V#DgypBJy+!1GJNs7#)n-!vUjILtp~^K#*?Ar`+p2K)n4LkS|}Ty_#}(+2)|!4 zLEG3W@#v~=qD`&Zbp%$Lex*tZoK7@DJZRIhe2HFY58MVy%S{Xfy-TDjq#NS|Z9T{eYVjHL-C{PzTD!UR5(a*4Iv zCz*ryt5+&oQt&i?-OX{DcpNN##h43k3~u)p>3u#?d&b|bhT2itUh>v%=>w zCkj>}YHIUZS}t8I-k>^kn61YfcNM#G1!JY)LnaUi4!t{GGL}i=K6HA%9e+RKJo4kE zhqz&^+>Tj5g{u%;uYn}4tkd(Ie%@N2RjH+NEOHyq2!m+iaj z*Dj&d6KWV!N8w@e+@sR4L*Sb|da0iHbUrLFGThn4(~E1{ zw*0M@523`;P#?>iKLi?ym;}5*9$&g{1QwN zUTiebK1Hr0ToF6TPpbjp#k)Qw%S9l(c#s2&AiNld76H82h6Rh11Bu-23#K{^pI|A! z7l0Gb=AA#+er4&%6rrlnox`(5h;p|E?>mmOJ;E&M_vk+dK zVQIJs;l&3z001)q08Rs5w`2qmVNg)MfFcDHuYD_C%tsbT@fZ}(z+!L+EZRXq1O*8c z)u7nYZsHh`2#Uv`c#16Az~T`o;z4m6Ss+C`D58CDG_L2m1k!tpm3EZ@S-g`cMPCVu zSfuy>imjlK0)naQh>)fL>FHMy7*sSY+8Fc%4+Rp z<0TTCisdq)R9>^AuZ6G^93_uJ)_JA0H?C)JU*-I~3;0{O@ z2o+=qL_$AVKm)`S#0%t(e({TqRW181Qxd?&>3Hy+GxMexqumWxb zv6Y7&#C9e0Ahrt7gV?Upnu_m$8~Q;;Kqi$XoDl(;1F`^QX<5RvRb>e;RLfFleNoO` z;jlJ$#TO6<73e`6RG|lPP=g-CVO=et#WyeI@eVB*!C$zLXLY23b>P5&=A1brBQB=_ zJ#H8uTO9VJ_yI%Q4-7H%Pm(Wtd;!Fm1BfwsQJr5A{xnZr6OGq>UpZ$q67_e>AAeUl zXVl@D^tFEBIAVP6r^kT(q8j0MrGK`;V<-f(B>x3t{6AZN=YIqO4*#F83pBp3zp4vV zd0pW0oyI$RjLbHbmsieE;Xc%{8#3|(%y=YzdC`0o?gbsY02lpnwm75U>Gx#uLLb-V)r#sfQB26le@=KXA(EEe;*_er*ye-eTKW4dx9U0L8y zvbZzyENdS+AA0dKSBYuDfhr>o225ek zol4p3AKWruVDxTP@I%Li!OKl=Qpz)~QE2S$(;SNhMmtvpTSZ(AbP4&EFZvBSAb-XX$rz<~h$VeB4^{i}xW`kd0077w=>B zvWP9FXUSKZKk3lWR@Nxmpd^H0M4vWxJ*JkJeWZ4J;v{3qg8&$J-F^~MUEr1(0&FoP zh+$m1x~j43HMNUgQJ#)7#-nFKU5teV>aPZPV)UA$5oY6z@z|MA|LtNO%LTu{i?w+^ zo`)_ESzP{rT!DLtE#~nMcdV^rU9;}>!g}Q2uvj$po=jC#~22D&Xpi|dnt8v<&&iYu&HwWxik8c=JvzqXzwn-MGvg=F1j=p1P65}=0i z*mLX64CiM?{Sm9*w2sFLdJrgS@P>6E-Z^N1Q|aQ6sqV3mC&^W<(h3?1kObzYIS7~= z0ZP?6iz{^dh~(E@Dnygd16eIyr!U}>pXBVNRGrQ}3QgWAO4Wh-=k$cbtfsF0ogTdd zEAlnHeZ;#l+GOFrUDB3pg9WUCF2Hm~1_0Cf4PiP02-7)>Fr5v6>4^M^=~y95N4=?C zCO)EzEb%K{;OV+R4PhbW-+ z^#aQ7?2ANtpc&+svMn`Q~jc%m4UGQ_Cv0CoHlsN+a$ z2xBdSFc#$tgt2UZI^N(7RRyU)9hXClDz(4v9wq}~RA~^SqA($hjXycE}w1{82D#HczTMs*IwsB+-{NDKdITg+Wdy|7V2{az>=SmPXEjhj%Iiv?jW zPXrR9XjL6VtGXee6^a5{IS|llLIEun1hmFY?(dYnw7$-DZTqPQA)Aa>2T7&;aiZzk ze$ak72Nw$H;?>$yuj`PVQ-%8yUiE%u=S%drBI}4>&ePvQ;pCPH6mfCr&e8*%))C`h zVD+Zs<=b2jl}6J8mSRkxYVuLwT7Wq|dKE99(MmeHog%KRLA+IleRUQuALe@KNen$e z+Vv3jE?^nvTY_D39xo5j%B*m_{9V^WQ)21c z*I`T+fnpow2E@3UHc)PeK^H^c?xaDy_W`>k2ru92dgx6weLHLN?HUhZuURW-@ zm9%#|Ca3$SI)0;>+&_3D-()zA z6<7Xynds#_N^SLh_2M>a#*Rr`cAgc(ns#sA!4*|5PI)_;?yZS_9dYaR! zl!#_EWBX{8(phO@3Y!W`h0|s!{NcL=+hL}v@sinkE|uUGx|*<<(S zrN(JlwmlKA0`RIDwD`0=jcxk37pj-2C;^*PM&Ox(Fq-dOk>1UV>7!8F5`qD94C z`kGrljv&7eQ!vYLU~JBCSwvG0VMe@m-*rq=?$daJxtMlLX9zJOKOiHqBE^_uS5=|E zMN+GJ`ZwV&^TEsFjt3j~r17_rE5m)91oW+`Qz9Wwx$+I8FD8$-I zIv#vQvrQ{?7ul*Ql!ozeq+rN4ow>xEmjM~L(hNmv|NTBadt9lhWm@IjB>v?|-cgd@ zlS-kaz6~$AfepR|Cv~hygx0q!6KxCIn7rpSo}f?3r*r0S&WpopY@JHTEZ2T*DxGFq z9cvxzUK5M)7`XRbF8l2yd20UzwqfPa{RZu~ri8UMhVwh(rm>AKa+X7FVbe-G#?JJ2 z6?pITFG-1xTj>BJJEm4))@0f;@bgb8> zWtM)u%oLh5V(v7Z(|4KY=1H~;V;4H|%$!;H0n5_Uyff}HpEJGu%d=!hOnSNM{(S-NE6YcG2)x07fgW+@+7nfa z>xkPdf;pBqX&aufohdXduf3ZCdZjv|RZcF!!=!y$ZR~J_ zyeaz+tNy5|7g|);x2SH*y;_q_cdcfo*IRlqYio8!_dt&~HaXS8a*tnbjCrtU_JSUF z>6bmYy=jsXQLK7=Cc_wZcj7~b+v)782Bt)DJ4{{GN@n}Vd*sHWZTr^|1#@e4y1ck| zHfM*-sygjg=99OQbu*p275#Q}u3!qTjH4Ua&h3V6wHMk}-7F<4T7BdQr3ot42_0?X zpl^ROs>)IE(vtMJHH1f^B~U>&&y-@wdr&Z7Y{u@v7q{Og2EQnZoBr7pd70E zG1=q{X;5L1ih)#apdyfnvXY+Z6g2L6r*APqJvGEcx7eXc{IRm6=fq)9`L6?&3{u5| ziaX#QS^ZjmbrFnj*{F64zrG!mBj9yhHu((Fe?qE!r1AunE~wfsJ#R;=U}5}hJz5>z zT7p*pf<90Ot&UW$k*W<;I;IwAl|VH9jFviuR*!zfNBO( zH6ax;mF`SNs}!K|-}+N5nR^H=!2g|=ri7Smz7~|TC;)b&1b^7e@MqN%fDifOwZ28j zM%C`^XGmyX5L9d6uf6Cj817j|JT!@Nqp*Q=YNC`05uBazTnbQb zfEzMjpK=3OoB7~;0HZr!k8;Da6l)DI%{%Z)mb)Ih4PM3x=yp+Vz(X8vgYuy3p%Cyu zfbm%rikDyHdT8c-dcZu4Nq#G7(FTh6HVxv|Qmh`hLM`Ay?b0B|mtgg7;N|UH5ABJg z2Ta14tZgO5=uyOhwmEtZFRuzN)kccA5x7*P*jEvF`8nWH-J=JHV@!s@vjPul07g?W zCWl%{jrtUE4{)hUu&>~wEnE*>fsH7E2L+>r;8NYEZ-c0+$Llq5>|}M#_!7;8K-h@54sK!KJ!K-wqo| z1~9n_aB48|nu0M=prDnn2NV zliv1ec4nK6*0l-=TZ6RU74!;APNfMXZB8gMKC|RU#`y2l$SLwUrqk}9SgC6tv&43} z>BX>EaoZ)Phv)y|b^GwouWyPdk3-4d6h|J9X$fBaF^hcSf1)(<_z}p)|K+8TzZP~* z@Ou(7>Z-g~H8oEw)aq>O-jSPiT`+l7UU>qQyq}h7$APEqMEAJ0`5cNXqWs*|0$}Vm z7*ksD@<3@@j9}u|SDa|R+mP;|SZhfIGq#zxYoCI#YsQ`vu~hw}pcuv3ICb1&;uUq7 zc_zZ-&IJ+NDRR44@@{~@cj4~V0>}V z?pAUoK0KX%{BWv!oyNS}$Yc>?p@ef4&)epyQAnPg+U_tVD$6)6v9zelmSLafB12W5 z!6a?b?C{5mzPsYU`NPpNg}EaG_a;NJx_=3ce2jL}foE7fLJ)R&xVk=pxg#C7{N2MB z5i3yhC@kGOYEjlHQHfY@;-X1DC!YyrONdCAPZtWp*75RfxhEso8bB9*|Fzhi=DKs zYr5##D5?-|wj(9C@BPA-9ql(at@bb_d}*6!JM9D~#?dm3d6n;VB_-o4O|r9om)Jxj zpP;Gneau8=csedM!@07b+2`*+FX>2LrBuo3B=zVnQy1OX1odboQ)iZ)h;0t2TgLkF zX{)sM3#G)l`q>spqeQ*%(*FH~psG8963Hq;YxT1q%wyh(K}(Ey?UK>YuKQ>$R9C0Q z^SLlQ7~p;<&Hj&4aBtd0Z3Er0-KKuJ^z@N41@Yi_5UupH@$)PC^XlaE(gpXh;O*5l zH2FC$s+H%{Sl0y zi%mWfk~{lTV}mlRlwh^&yGoV>v)p1^T=uZG0W}w2-Qo7mJxGngxo11q+l4He-|mv2 z)QsCqb^GK{<)2!sbGv&)<%HVa2RUD-(&-LW_*8REZ5zVK$ONWt3rDvl+oFZ<=u{IG zZL-M`{n|6B7e1%4{ZHeJRX%e*xMb`ouI>;wut&a51aqUy5c1jdhsnJT;O?=5c+Ts2 zvh>jU0l#Xa1TDNnQ$^GkaB&KeOXG#S9t?OrOr+v_Ii8?$2NjQsMGni~cVu`1nh98^ z50Mq?)LM(|BEns5REi9;QY9EmYYzswgmxqrJl*C22-m%D&8{O0Ynarp2K^pYxbwQf zkmqWLA5>t~ypVfLr7d0XZ#yN!ijRBdJBD_+>eKFNhL@_g?mC`kkmZ6@`;e-q4n8g? z(;!Qk1*&)6d=>0HhmBM?q^d_&f2Fbt^$ob>_#x6$8oqBGWohkg_LFTMpK%VqRuPaD z{2;g4@LPPwIejoR4?`aYKhHZ3{4zb-=);QtR8c`iM!QT#Dtl!0FI5jMktgF1Zp&@B zn7KiDY zIw=#`Pb3LQu3EN^_<16wLh9t9_mDFLhbj*sxd_sg;56lZG~EtPQ&J(F2r{PZA=?N> zJ75IqN^qJ255h`^bR{@VNs6IU-Ab`c3D-l}OEFceAma$Kk+K0_z6sB*g8VCUAe<9g zNUEzeh(SO(E47kT;YkdepaUB?a8ZTlILJa5fVb~~wE%Mtheu!;!5ug7_K^3a8i}`8 zh7Odlo2BqTien{M1Nf-TFxn1Jx6mM7DZ?7TDv%5o3eS-Mf2RzdDiJyQbc$a-mZB8< z9v*Dv08g8Mtw0vn&yS_hqo}}PRS!I*0+P9Y`B)0r$k7t4!snZG)7K#2!I*vo834%# zX#yz+v9QG3tCOXwPWh@6mk>zYI9m#foq${sx3nTJnFN)RJGN6y1H$e$+fFpSGUvdg zU%Zwc`1$p72KT?1ymS=Km`Nl1)$%=&w)BI@clL`ft(X zTH?rsAdu9lQVWrE3MYQ9~4FJfJ2)) zI4r`=ceK=}-K?CO+o$J@D>bw1&yjJ)m84r&g~1O}}xUfYoUx5l+<@s&~ZIm>D}C%#Bp8TjQ?+k zrPBT-RPtupO5A(8$)bOb1SwV|@zKEFI_VefY4sljfkY%VBe< zUDNOTl07lC$h=7GS09^4>9 zzAf1VJQ~}o#iLG5Vj(knr?+2do~18gDN|!9)oo`QyJsOQG$!|nsHgPgQg$Ir_5<-k zjQP|HY22Iall8aaB`s(jo4a3#onk(%K)E=;X;VsVjPmS+8=7yl}6^4u-5s zJFL#<8V0y;lKsM^b@kV@WsUkXwrq_UbNYomn0hjIM0>^v5!yvejn!1Q!)YA3nJmjt zciAP4IGILs#YS**(yh|$DYjMk;_5gcptCRgi0E;-1}v`-v^m9Cb4&efa-a`kGIOJH zH%_JvhwCEu2D-P-hZ>ptXgv0X<7rdh$D?zhpaEQKwKlKEP>d&A%sUYEYI1&eqMl5c z&2oV!>*Z%&Za#QfcV)50??>Ij7S2dW74|<6sW&;lEpda4@iLHjUFbpLb)W}{*Ou|U zJ8)*;0#&ea?sn13mhtOB(FuwyP`niZg$5{EKygQ~QE-V+zR(Jh%c5dZGo<6yWVClX z>H0)d&kX23nb75L3I_Klfx-04hGG&k2=U4?+Ix=c`oz3FGq5>iLe~`u!N%E3Cgsbm zm<9&(z(7%E)iRLyRnUXPD?kqtzY=a(0fidmPy447P!y!yK_q8u!HEExDzlmynP`K zbMo21^#ivIvp=2bTAth)jSG-p??CtO_y4M}{+0Fygw>qF-52g=yfoVV)m{MIqwHB#%vO67x zJf&7=oLet4k8l>5))m95+riZC1DO7SOc$XK+6t<+QY|0ah6O@_OqpQ8g1C2J`mnpF z6Sp1ogzd<523mC!n7%Cm)e2C#U!zR0(tJ&aZ`1*%b{yD~05Tn^fmLJQ^ z6%}p2f4z^6Uh{%yggd818w|HS73zwMsd;}(XJT{jlxZ4=N5pjc0dO})mO)vV^I2p z$#Bk#jSY%QM0JnHV^gRU@?o7|j-HZfhSIm;E5W?9a^e8s)mIHG4J zU0x|9&Q=cK%zwoVZ1g>@Q$O5S^~gG@pSPRIo1h)v`J6l4!`7r?Dcs-;Ut6f}TPeiu zDXkwn#nRB$EP30Hag;vEJC2x9uhOdV}xVlRDNU0=3u#Xyq_B3&%9;C?=^m zEVs|V9#?i!=QuJhOzeBZ7;NKR$-sqVD1PYIqms9RZ)TFzSHT_b^GIWcXW+^*oT>c= zW9K{%9P6VPABd~!ossLaKDwV49yR-;U+(%k#Z0bqF4uF?uwP6+I?MRT(OqwNf#)>{ zzCqvF^!ADNRa1+58uR>gHD`c3Q9Rov&%zh{6N4knJB^FHYlWoMAQ|(`g!M5C05dA9TEv2*sVfb$ILLcqkwg!av~I z!*_=g&8ISLI`U$XpAwQLUBK%DXJk*ZY$KC=HnV-XbCpqX&#+<-4GwsE0--F;aIr}~ zA^CNGswT73UD}Eu*h%{>LsEjHdj?=-)=efiB~yC7V;Ylp8bW19ouwCbj_%@X49l}< z{s32y>VJzRxUh;Jma4+n5iz;unjOkheYp_IYr@Gau2)2XJaVr)u9Z1-ir~@N4jaGA z61+R&i+-y6ahcwF9EbC)7S3kdxpz1v=Pm1di8J#QwP*~hUY+jK??~F70lb@<=~TuM zZUSyWW!|qZcvRo$S3D0(Ocrgo zoC$xOMe7rJmieAPSZr<}wN9cKc&u~sdWJ2VjSsgtSra%FAFlL?G#^F_Pu5JkPd`2n zqXtJN5QTcbRl`ZY6sxSL;q*D0etegP(}NPM@(q0W3D=sParEPpFlx%Jq}zIw_Yk%@ zcn%*9F`0uKDew1cIE9sBQzP)<;;uD`_vpvPF`1CXZ3bbRN-%Mog2{yPIhEF~HCYjO zGm{c*`*sZ{b3IBDwiIhWO~WZ@8zpI>YYkMbNjd`EE=tl&=s>y0wdT%TOeSomG6F6) zQj#7*r%y?0g>C~S={9tF6oscPq$TI@W)M&N5kn#DRu{Z(k#~+AZo(IFqyqE z^e_<(r&bsVV>0)(lJ4tM6x=kNPLyDGgyPLiU29Tczp5=HYZxtctyy!Q9yTA7`L2~@ zy@8^zL&ND{DYg)PmceLxn4yN#(-Lf9Um>=T3Bm=TgYg!ij<^zmUuIzJgLl$ zWDw{Z+b4YN>|t>DqHLfrywhl^PFeYj;+6|};?9{i8mIDaUz~$| za91zlgzZcl3Df++9xuKiwZHY5U%bv*|MVJVC%zT)1QXahlqXRf~ZwK2d$oI@G=9J}@Su zwTizjU+h?&W?kmK%T`k^F>-cg(G>n^j=*TWVm?(oQF=L?U|9EsRlrdO<8me(-xwjF zSZuU<@k85#vDO#9DOJn|ipQ!Kr(iN2DAURNs*8Xtw$`+4Fq-&H;o?XA+4~i&((98t zx~}+Tike7b9RCcIEufDii`!ar@EMA+%tBkv8Y($(?DE54V;;~s>%G0|@`khB>^W;_ zWst$(rq6lZ)}#Vwn@EiGNCW zw9H{%&BS$ODAtW1+vJIs_AjUMjM8vdGn`BN6{uvrKaXu_?L7j#Rhf~a=P7uE+N3i5 z(z$*(i%<2^ZGpfrI;^{9HMg#dblY$mX-aoNkLwcT)L7! zBqR0X`l>ilFLa!f=lPLi!k5OHhX%SEtg#@>9q@RHxjvKS{1#4U%I=v{0^Kpn$7#Gl z?d8WcXN>YG$oo-POHD7imcc`@p}E^O)d_9vMWD-8O%-ZixowrvrjcQMntj4uKVL=u z$6V8~EZr6AuBDoWnTjKbQAGmCewr52W?YX!+?@lO28k6{Aqe#aQ8u|pSb|4bUPq8O zB)BD8M5?a8zCLehoyhq-(eruj7myp`F2$r`;oOGNQf8?WZN6FCCT3*hfk*CTgy!6Y zLmRw1PQ4Mg2+n4}w+dmkUuEBC*xrniH4A#3!DCH*U%G1T7P9E(T>E_1j^h3eAXbff?I8Rw30}q^hH#2oR_~=c3S&Gg5Joii}jwpknQ1x$G}~QtY}Uq|8Ig$RVU`LCQ#^wB%b3zJ$s_sKKE|0X4M)&`d{H zx#)_Cnn={VM-3M>d^>Yw^3~1}O;83H0n%Zt?f>5J{8fF(Xk*G01jbkS?7}RL7pfT@&2FHX( z0X4N>pb0`vQad!}sKK>C6WIz)ZVNPysKKD-Jp&r%XJ{f(liLhUZ4)$HIy6bBF-OgG z)NmV+4mFXVpb4rk!%~32Vb5W;lB_zf(7dhKt~E*n`OMs_-WnbAd>Z@f9%^Acc4}k2 zoeQJzno9|!Ts1303MSOBrcN_Cj*fpL=ftY5fMuFs8RNEA(k67bzn4bGwPcuL?p-%} zVX$ZHLTmTfMXuqxjuK>p+ckdi?j_bOs#(|gPYS5Ai!*G;KjWG6wR-V?7IywNIiCNF z(6(dhh5w8w`d1~WcN+ayHIxy?TwQeKdzAUv76dSl*HJe2yb7dpf^`zUf|wA5SM^HywuExlsX5?~ zytwpZ^<+NNTz(_rK&gApryb_E1H>oN)B05o^Xv9}GMYqKGqBIZ_o$wkeyJ)oB_OlZ zHkK)M&0WM+vxAD)^eO)2ZT|F%xZ@~Uv!nfL{%iZlhf?*OYGb95_c_K+qN`iOW^`OXVkgvoT2-T zImT&B!45)V-;S5K>*?AjNQ5=xD6_GGeR^U=(QUii2^h9rwOM^yrP_416(G-a@;fua zm$&m0zhTMW!(ZXVAvgq~*>Y5=e=1w9P?>KH&7! z!GIsEnww*;cp6|I1@*_PG6fg11iOq+9X9752Q>icBd`8AhE+Tz(In04Za-t}XvQ{f zTlUf}cY|(IUx>R2y{gN@I5!Jbj-CVMm{U%B>#+K@ms2IZ*=+w#kK9h=!)&Z0UZ|l# zf>zZ%^Tki|L^tQO>*avslMEE~TUy_B3ZXv4-Lbig!EUs$$tA~(c>EVIR6k;E*So&9PxDGKjVnG(f^QyYNv$#Q>6QM z^FLALzeKvn_?>o}N8lmLuR(0jY`9p2h#x&5e&!+K2jRPaqaIEA44{~^`M~MWs*=Q-oBcKEu zw+y;cY}`7G$95Pkh7Lv+t~C!~9k&nIIAM&(Bj_ZcE5pW3!gxSIN|Mm0_8S zC0HBS&Baoz4eUlAMz9+=Dzkyz+=gXbK45KNH-I|Xz-}ItVQpYHP*vFmc2fzH>; zF#Z2^ljpc*MrTi~{mT;1#F1A4rjmWC5{_$W;LxmMKT9Z7>}%UAl9M&OH`xvW&5sa8 za;~WAVGlM^L;B~=EpL!g(R@|kMAS+z;i|~vudgWW8C9)<*q|`SG>2MeW@$y{0X}78 zCz-AqK;GHg+#5n#`uWV^Llf!aOmpE1rc{VKe)7kOUxeK!W*^4g8fQF zVbzJ@{!kLbC$fJhRdieND^Q z$mG%@e_Mub8XX)Cp#rVdaz6phe9D=tW6kkf@$UW$pX3b1ivIhnCWfGi!b4qbIVbtRxP$DO9>9crF}8CFmqLzXWT2ro-l^^T=LgW^Hne6 z#Lr7I#9zS@=CP+#PN_tpzI5;F3$uV?j`@JkPJ_%We5Kl@XvHK;k>@oha488^kH6uV zQTA9x>5!et&BJ<0;0cLX7o3R0840?f## znTdQFAcOcmjS^Kw&&1`h9`7`tUOxR+B!}!gGAKMamYfC0Mmd$z2Ov4?4J2ooasA!k zG$*b7Rw?ky>D*-YwmnSUa*l3!wndKi#u=&RQ{ThEQMS!aE3)=#7%qNaSXbY~x=H7r zf~2O_R}NK1F2jA8+f1sR$Y2j{h#~)_*yJ>)x>TR`WFBxswI#Qbi<1g`a84?peSj&l zpg6EKj%OEyqr|PNx$5;ojeSomZgnHv=VV6vv+54QPEX#QG|A;gbzi5b*bIA0H4#Hd zHS|MyYP~p_UUS7>6z*$wsJfYIZn?`F;XW=@NMO@Wkm$j+s?+W>9M}O5;K0q&w#fai zIu|E1Y%c3->D6D%Yw~Lvl)ghni)zX{!&9;AnT8j_Y8Rjp;ax#( zn5^W%&vMC19yGkevD*YVB$|K@iO!=#qI`5nM2ABn$y0EaWbhQuk_ymSk_$RZ+JMZy z1CoC@B>ErVmicsZEuxzd7Y&b^N|oqCDD$HZl>B7vdrG3hL$?U+J5c{U2GYvls}M?w z7|6(itMJm#B9LIUvM00 zq2-VkH6LU07V?`QEo!?4abGF6529yY(=~_|q43 z?|KLWgfs=xo^HYAMoI-_i($Y9vc)hPC>4+`hS8%`K(?40Y^De}YseOh1d1B+t0Li% z4v;Mt2};<_4alAXk7@;c6l9Bu-={xKAC+MD z-@qq8w%GnS`Xflvg5cdFJ<5K_7PEsVT|l;&-A2lO$QA>4sv-iP0NG;c_vnuxNs9|l zrhsg*As9inn0YIyO`ozKvch*lhPp?IXe@eId z&sEex1$HKe35-8Y{m;De|9<}V|C^tP7y>8135@^P%5> zO5R3OI{^nYKa^FD?s=dPp5Z`+f(LLw^FvwXPlCr4!qXkb!(9L`H}K)*XMALNytJ}8 z4js_MS_g%xP}OHKrTj+=Dvv$mD$DDy4rnUI4`?FcfW|7lM;txgY7AKxA+)s_CdQ}l zagIfVl6y~jg3gne*q|cS6^^}99+y~deUMo{7WGOawINyspDWimhy3dkOY>pR2Q#!!N4*IHBQj43k73p_u8o)(CmFpCc+{XM7p` zIS8%;$4u;w=+U%4jl40-bFJCp*&d4LET?d<(|z9pyczBfetbAYO^eC3uaO>+Axh^vsc@CR=B5tBv}6l_05dxN}|6tZQ;Sh6|L z%C@;UUF4%sH~`mJd*&rFxA6T}mh?4dIQ+Ap^!XW(!Hbx87L7SG^@Q06l5HtR^9ig% zozVpF(9PLPub>keKXgK4P343SLo^GenS&=2lS>fwL}})@*Bsr;WJ`YdON?o{>>e{O z$IpPOxA$xM6Gym|7#Cx1cwuA^bE3)^g}*x7D%<4?2+8OeXu(x?X;~EHl9V{|U6%Rg z?5dee3B_T)AJh5u7|6erC>UF-bLBMOivizkCd+Fk3XEZ5%{BG2-F=FnJfa{~ugPUu z8_U_N>Z%XK=5X_wLu;sg)=hj8htC$F_?J!Ej$&JOKn!&xPjPLmxvhTgpYg9jf?r)< z{ppb{D#b^Cf8<%YX!rY6F@L+L8WOT!psABY%8`2rY&>|3xqd-rKw=Em9y=~JzR%2(~ffWj3N??JHyDWpJg5)`=; z()~{f+6h)nDxVZEJ$`z*#BRxDD$%ODPv|;Emz<&MMuNc_FxWq-d}+Y6c!TnJyTg|$ zMXT;PqU#v*>;n-4DHnq=$Ud>% zMq(i4vv(U^2iXTA22wr?#vuDZ#6Zet?pD4IvJXTIqg z?+61i2AKm=IT^+v#vpS*Dus5-hY9UYNN)Qr1E}SjWfPc)T24bfP|Ja36CAT&Z^|=h zI?iS;99&CjJu_l-yy3)DsS=$fb3T`;u8a12E5Bauq;G)y$Ff~85|&@@N=OkFt&59) z0R-(nfNI+ith@%n%G(iEycbkNYT4f%xUKNVQ;;iq@?MRv30T45lj(>MVv<-3+F} zh+oz~rqhsW<0vLvk_l9F3!xDa$QcL|)&^ z*Bj5$F+QbJCR^<3nql@8C*E(ao#7?!Vvs?ZXD{_JLjgv_1_+F%<~s?%NMG~`1;K+3Sen=?pfd8Cc{6Hr;_8(bMKvAh_P zUumUKdfx^2?PbxH|ig!?VKYqz-SGi+8WV@?w*uB|6R}_C4qN z^m>d{#K9Mfq^01tpe(I}?KdxSmf7Pz@LA>2s8oMXMZI5=b)<=;<82$wj#O*#cTDTo z)&%p7*VyB_J;_6UaENn{c{ObmTfX17-yY|thtQ!>H>eVb2`9drC81pr@|23aH zmr#I&;l_+{ z)s;V0S>viVS5vmlzSI}owaxOn!5sjV0}Ta$4$4QH**niVbSZy@{AJ;5fg+wqSgT)q z?*iK2;x%nc6{IS43gklfsGVp)A9y=3Yui+`)SF}F2B!R_md0w`Bka@-p4q;811Y#eFAVWr zB*QHO+tw^#ADOIkuz;>D)FAgBZju>pnjg&RJxAC~#{zF2dSZP?tcdU4APSE3+>i*L zq&%=qbpdkZ11||!_0~ALK48^=E{Et*g5Y3i&pEs#9J}n< zNC^V08mi&MM&Km@tB$`%*B8gAK{cFkz^XrkiRToIn&N%>XTYj+0KEpRx(Bdo3!t+B ztA==-6Mh@zJ?uqlJLNrK)l$1C?*Xfp0wsjwBIaV$7_bgt)e%5&16CcOPk9embp&AG zfK^B6Q49d9UJj5q>}~l*iUDBN5R5Z|PXes^`aSvsF^pPY4E+IM)om~m#;EOYB|X%q z7ywpnSAsPP#fJk{od)}bP}~U^0am^CKK;RbjN1EF(uoZe1Hh^w5?7Y2NHLJM#D{C= zNvWBWL7=aNz7~2d=(V8Fg`Pfis%Dz@Z}JU{Vm4oF?wAhTelW-P!NUuL6Lz5L;merX z;;?#Ih-?v|LAJ=X>9X>4g~pwmuC6O9SyZ$(?Q##Jk1t3qQ25&~UcVRq^nxU=AImxa z=U5?uUlG(}Q1ySX9`Z(y|9c4P^Bw$J)PETsGdF&b_Z?PZ3Uz z>vL3|nSYi7o)2Ve&2(l=9;K$25A1sGAxt)ch*qJn^ooJq-%`_`Hcdn-YfYzWl=q$z znb{fl7A1mxSCpCQkziV2muFT>pUrcUCaP*sTO49P=%)vnN@^8wE#>(cS}5(kwBI^y zECar@|9;OaKR|*!`+IZz20hv<`>iu@>MWa)bbie%yMs`hhsJy9z!QxV9kHLDM#bKA zubKGe13vR`$JWAC3J~4mA0ZLvdAuUoYucnS&&7xWL9JwxW~~;OeWV6eU$#G(WS#C_ zbfD0INir+!;Af`c$)`0vq+BR8@@d*!XHFx6sCSI|e7@2#OrtbjoGoXLV|@(Mj1N(d z=e}1lCPJk`&D;GWO94w^-K34!(0Fzn-cZi7yh472>N@{e2a(ewyaXl>Xlr$-%we%CXFChMsE2po3zWaFiFaqNqo&hcdRuw)jxQgiPIy{t-v6Cj?01yW{PAO= zop|3D8f(`5T9JM0Hr^IVha9ks%RW3pd|qB_(OhitRx?X{23g7x5NqEV)Qv7pS~ES9 z6+3{i-ccN)u;o}b&->=gWW66|O{i5VlY;v=!EQ3;Y%iA$dQeB4#5i%ze`p3zc5Fxuvg9upx6Cz|y?m%0g z%9fy9d}YQ8hO zjx4NUQokDXdsN}h>p{I`^D@9R)&Uk1A2J5{+QJSxa-aqa7a zu`T*VcSPaBr6edqMGh{EkY+pBtj!8Z)wWA-endW%u4L$1bKC%AiiT6_@0iSkXYsU^ z8z_!p(R9@vCD`yKEu{D03ml)K>6CgNrr*M}HB6_#bTu~o{uk2wz3w%~m&5e+Z>FEn zRSQ32!>wU@4NT96=|Gq+fV-{W?y>1+m_7y5>M$Jv(?u|C1JkK+H!MCrJrSnQ!t`@I zE%7kL(fBc4RUQ@>hr5O0?(yk2FntWBVQcbm_YIid4%18E?myt}@oD(%1h{)YOs{}x zahMK(=~r;~QMh|_+N}5`p60c{y{59~F+C&d5+<{6{TEUa;|Rr3OH|XT-SZ>%tBEoi zz{a%Bf!Q>;=U*#A!D1(}sD@i$vsynXdbWU;-*m^)GZqY%V$FhwTS!S;d|hiQWpy;1 z+C!vak=Mbnzb0hMH#XtXQ(yxKxwJIjpPm0M~>yxcs@8>mslH~>D}Y*{K<1-vHWR^ z=RLwvCY?EF8RF}cOOIZiW0vL_tja2xa6x35tL|MvVa)E9GaH4(G@`4I7S1utuvtV? z4q@JY-M{mg_tF%t*(EbC;Fq~>zAGz?+0(LBtqv&V#EPRyA_-cCko(n}?^J?0*D=qP z60JF@wzc43qU}|2jbkMX&xy=;eI31N5@t=ywGEf1f$FZ)p;rMJp66D%S*M~JRH@#1)N_OpJ& ztZg~0_5z}3IS^el)mmF4bTHxE9EE<{CtJeVwml+|Yg>+~oq%~Qh_0FDuC3W}Fd-D` zH~*O-4_|qXeY(v9({~l0b4|Y_IhiK#3pw}k3pwv{x0?1tA!qj5C{=2QW16=lvra!d zv-Inw*~@2sH_e`t@lf7}!A+@A%;Y$y=Sl+0jOCqCo!Jw0nf4mUo~V!vi%$NVge+;B zUu(_G3;~EpOV-h#!O@^JNa{eTH{qF=Uij2>oqC2JdC`cEp7&1boqXDzCJh8XhaLq? z$Z_~tmXFR-M+_a_Ol}U1yE{#-zk|JbAX0G{K4eaJ#+*~mY!;j-nJs==KYOMJ`Lee@ zl_6YLX$0>De!g3%R8+_LRYFk~pL{k8_JlV_>Sd4bGOCb76nsdMvzs|tI<)`brOaZD zoTRRtj!Q8L{W%?1;x#SHVZ)dfcr$xuC%0EErV1_Z3ItCNef4qfnP0wHYbO1vCE4a) zl430XZS@gOzcvSYFVe45tXKXJ7FDVZ)N=>V!dBnRwjf9D=n(hRFk#4Vg!Z1N&nwQF zUj8yDr_!AiQbiS2>o%n{=v%a}uX$~6eo4}^_JB6DNqn6rSeS}{MSCkMc3cYunB!0- zVpmih*$F783TK3QEFKPTUdm)2=W`D`@pVbr zO$nGxdz^a>QRvpUqrPvagYYzQT?$h;n(jWa1e?7eE(R_piF*WYdxhB)PqJDj?lCR4 z5#O+{M(J#Trv6?mW!Z|3TcY9~?>4-`xWG^hhTC6Z%D`3ww9$?D+hBV&K(py?qsaVy zH48%nG&jeSHeC@sPCXLV)Hz=z;y{!*O(;j4IpS z`eTBHszHy?^V7JGetdM-54VEWNk-3PQf=jza?a*_PX&*oN>$Hd ze_}r78N8?Zw`%9iNRiok&O_hSbGDZk!tcbciw{-&`AzE28Sm|HilkD=`u zcC80JFt3obisdb9kyaZ|ajtgFcKW$l@o#8)awY!f{$L2NY@X2$=i=Yuah|tkzA`lA~>#g{$y6_{TW;5JeM}qqAT2_N<9bN#bzO1(Y}H3fj#_6cdy^h5j&D zcV9Z${?VSx#UtDdR&!gz$nCO1C4tv&;Sa_er}P3#Bsk?wfhWkKS?P22ntx=Tts=OI&Qi`5uC2X6 z5SV?Qx}9CE>c~xV$lXD|$Jtjag7>5gVOW-tn>Z2KP^}q&XAR9eX8;vicH~$1HFG^s ztQmOchN%7-?l5fI5=!Lk?~aonhDfXU9;9%n6K9&Ie$Iwk&G*^;OloqZ-vN->lb*M*4gb=Iy4ro$3N zrL<`*N{>GmRA%FFa1TfqNCyZ5qz$AMga$$dX#$}%dX=7XQ~kJI3AJ@~tl(IL9-mv; zuRL2E>gHX~>^Vz@ZhPq7suZ_%RjmG4xZcJ-(yu~n`?|%RnLQWs8ogdxxT&^nhHeq) z4%1thYkxF2wbA&vjFPYqsJB2(231-~cq~+JAr92oMq|4TN+v#`dcvmmM?BI%S z^GbGg_YXI2cUhsN=XXKxx`O-XO!yx#TE<8=?z8n;(tcKzzB&rnGBTovsS zm*u0&lpr}+bgh%DQ{@}H-LUf#IlD?>*RNRpHU&8Wkcy8A_^s#2eJ>VBX7Ta(R7h5| zf*}wL!>BC2SKeTtgTW6BpHNxBFVq})JiRM;%he3X%R~0xYZS^F(9sd;7RQehm zg27=3SFxdtbz4uDst~&>*Fj0amF#B!A*$*115{S%9yLcHPsE`Q9GVn_1VAbp6@(%{ zbU_3_Dkz|X=z<7S9~2Y?Kq~4K6eB=%K?Fc5 z-h&RJ3nBngQLEq?0ip{c08&u{I*2Za07ykO=pee)3QGh)DykHgM1bgm2!K>nf)1h! zA^=iRp>Q|?L>EK=q@o;j5M2-fkcxK-hoeCB-zmrnf>ga#kc|S-2N49RdILI$K8PSl z6?wVujARFXz4<27i#HvF&DWb^2{w5H3H7D?<`RFn=9~X`tuX)b;y3^P>V5rrI{jnT zYID7`1+t`fPtT;yPkqh*drIWn9Laa_$(Mjd>+GLg!CF6Dq_d>63k%g=5QYBlzyABO zISUK9@s~zgZ5iC_En(W?$Y~S9thEzj-)uC`#h2qen%Htw2u~L7lK<#CuX>4(P3h45 zc+r7L{B(n+w5nUbuhq8T9i{M?&VUwkUPHmc=l-F-jtQ94{J7s=x_4UNj!=#rbHWj7D>))mGj8- z!`l?8XVBy4c~qax^W{KpNIitj@;$EETFYMFT(qAUV=9_cuZ6}MSz3RXZO&CBM13&* zwjyDtx>R3RiK$$}sTslgY1IAm{HT_pSAoUJm9XhNyMA`lx$0QF=%~T(fKM6#K12lY zNu33Ju-^hc^dZvpIK?7u$R$~>v#B#6x6zW8Z92Q{y!T;SafL;kfAw1KMhI1!iw+V+ zT{vryP$kFIjN|_-p%&-S%+{k8xe%4noL^b=+0X^wGZggPV=|C=hWIw-I3PYTXJ!I@ zza(I$)a&{Z9?>-K>s_D;4L;!wEb)hh7kTs9Phr=Csp)y>HIwm|%@z)Fk!a@b%jUc7 z>Xxj8?((oFC1c$b*=DOkYM^_6ou;iF6!}r#fY!4|>wS)|9d(^gZU3a6%>uTD+rd?E zVXkt8Pk&ddCp{3!`1l&^r;R7E#avu}adk~pU(0qHhB80l4>(WrTU))l!V4TB}0dog;H3j0xD7psOr#g|lBbdb#$=O{1d=IA_SJKBi07tuVG-uN> z^sL^%pt{1@6bnyLI!{qR;OBS~4icu_=InptIs1#%{49}Au~Yr*Fa8w2=DIF~DiMt#} zred_W9ORjuO0-LR_3TuI(sO;>B)12_$T)$BXID2Mb7pRRr+s(U=`}dnBNK?jI#ej) z6cJJI#R;>mSKDIN>FpzN7dymhBRGX1PWNEVNd%b*v#t57le5QzX?Pc(%FWZwVPsdU zL5kTfo9kgEW$lBjk4$1kqAC9E896?M+Co7^B*u=LW3F2yGlE~+dJplka`(o2YSqPn`FkGSGF-QWYu(Y1lhH4fZ_yC z2`SNL4BlNoiCrB{S=E+N?^DRj7gPj8WX4>TBs1DdZS!Er!s+Hnvg^75ipMUSy0ax0 zVaN;@D-liUZq4ZMDZDrps7_|=pmSVR;l+w=DKO;oRC5&BHKL#54KLoA)Vw9DqGcM0#O!PU?3Dp$y^rEI%B zFmb^pKHoy#ZpjVMaT}ix9p-Gieek=UUs~o{c=3~@_NT$S;dqs+WY-OBJ1xl!h5SpR zzJ(iFB^_Y|4lhlx+>N2F2xFQWT5T!<*+OB=ErwR!A?*d?D=DksoG+7XG7@=W4Kj9Y3hg^8;^%1^u=CN5*#V)(HAB1{5lro=s@rFt^%&PJG5 z@V<@r+b@E4+Ykd;CUHmOmaUMgu^ZfndG+~H`^EZYq@_WD((YqpiTQ0qU?>LzMJi0( zU2~;!OOUj?ium#Mlau2bvyu%6k5bM+9nd_@P!=(v>lGpfu@+-4N0-PS-^uz?5-|m} zvppNiAu45Gu7eVY%>eTxP=N8FtkoB{c+Knb(ui3x+SsV`kE(1|@1Pb{;ykiwR5uQ9y!?QFaMzMuwjamm zSBv@-mkzC$Q*y~X6zlCWB#4sk-o1y9U)8WC_?+NMulx6T9?B`9GhOf-vekte;upJC zU&wKK*{nDZwW<5yo&)@ekl^ z-(itflXy;0*z3{#eG5@C-G+NE@v9mmCX-y>awU(NhwnyP_9nti`o7;_BrS2$5?Nj&eTl#L6dB<;GOk zu}@~>;amf4VodE^Q`Nd6rHmIU+1F^fKa_K(N*2JQI6TFqJ0wjRE zb+s+8N91l0qXY&^pfR80n?|{@p96o(0NrLycTE{q%&wdDaLOSylT+jDn)nNAy5ma_ zl?Fi+#6p~igZS;uey6fWKH$?@SpIoA_4wBzC`qq;b~TW zZhGfau0rPMZS!(bG?Yq&r7nAqM)l>mt|dfRqT)GV39JvYY8IM@B)KN5L<1pSREx^R zNuXI{(-{Uq{|<_$pbaRV6b*#pd7^<(Jg}t11d69NAD z)VJ`??>x_6gLi)O0(i%%tO1$pAHh4nBR&Yc69Dh!JIC`(+=&4;=^IlC?afW9?+k9O z*(~K_^*oN_p?szTNB>J50SHiJi=aXjZPg7hl@!`fsUgv8t(jo5`13QcYIt*Pw>ClI z5KJjua8d7&G?nVUfOyaR~lB)r--m|P4- zf9(cH<|g1f?*N!N39q&dM&E&M0BKA&!04~tfbX1yS9=Ddk3sil=oW$Qa2O4A&%3$q zUikg>K=(WWsK*3Yo>ZWGOx3~P55|qa(|>b-H+u3{1YYgQw=xdk&Z%kmm$(bKPHHER zI!}HxT?2T>1VMImfafuN3w<&O;*-8 zq(6yW?EfToY5!pj4T)xcTt&O~!zvoAs%^Z5utiJLHkh8fX@Amur)jW>{lb47h%Naq z;B|gLi~i%h&i6QwyYjR>6zfq65Rv_c0Y=IIL82lDp?B!)rMoh|M|gHvxBp@PfwX8!~i)KY4vtFT`tIR8I4N|9DYN1 zXezLKK6CFZuk!=K^C1%U$0Om7yDlkgK2pH2lphLu%^^IG-6!GHu2ou8STid`&Xcb` zo9(oFHVWyE-@_@u2&oe11ky5pnc?A!>x4*cMv#sqlz35n+A7_MY;Tz{PrY=J`?D*y zCW#~oAkUB_nx1%_H?D7kTz9q`=PY-l>&W}lQYX{(SARW>9bg`l+20<2=ahn3Eay~a zUV%%x`)W2ht$y}sFV&_CfEFY7LhlB(&! z{pZ0R6Wf`(&#W^57CE8l4L&xrD`7UA{U74wdtp&aa2P(L_lhfO=ea0@Ra^Xe@AUbalLg`QVtN&AfoUqb=>ThpmH-T_GJn$Ru zz`x~XMEQG^PpVtsM>xxL9>6`i((X5RV^UX!S)Md(k-5}vx^QKlOk%zXkUdXm)lt+O z4K;VlYE+)=**_9J^Skq{=Xtddeo}R(&=#n=oBi|;eUNTu8Snq-gFFTs9rAad_3dK{ zX#0LAjJ|oFZ+#E|iFOWwkAOn@2R=x*dwA{t=z~m=*Zcc#|NdFuJ|>0tula2h`|79W zZU%t3>`VChc4SuAQwC0}5kp+lmv6lsaH~tQbB#q`{Cc}~UCH_5lGl?elb;U%c+Efj z<2CQ_cUO7Ofl*J%e=f)0dB8tzmsIuJp}~9K-wZghLA&B? zw-@-XT20#}5b5+2^QVS+X*{#+k2?0}_@jL7Vsg2)_RK)nX!qifvbw1TNdrp4as!SK zepg(KVtisXTMnT92qgB9={S$$kGlyauMDwVV-lIRLB zjxgOw-cR57StA%bpXruaCE`kX_cvPKc_@9@X^pVVQKrh5j?1Up2)<}?!9I(H(uXXY zY+86OeipfYSYKb;drBE8efVWL4WJ)j%yaNr2nob$-uky>;XVZF+1Ve%^lPF{jQTM+Fn)%Kg&8*OTHwjpvq@dx&ubr8Z zoW@`#w=*FFImANpI;4KkdS~J^p<3dhx7<925)=&r)HpXv42@EJLJOiT)0)jO^;U^e zM9$qt%WbDxIOEiRozd!;p4VLbmhJJG+mUZuHM&-<_%>R72idmuYEy%$=bMDNrMj2Y z>L{h=PWzT+THM_ZHeAyg;w}hF$PWS<6sS(9tn|UoLaDIa##kV;U0YA-K1b3&PL_OC zqvLOHK*8vME89AL??E|Ps#WFU{AXHI;0&|aMMWF;_WLJ7S_-NiGRvD9V(Qq)I#~)0 zfFYAeUwL&WOFt+rQk#vN;q3Ly4e1<4l1a-;V&c&=)j{%;5dRE{rHC~--LpB7fU&q5 zP}Z}5R4ipV7&O4pd<6`9NAIL8ZgPs3Jdv4i^U)b< z-h#WcRg|df6K=gBjkHCm%06bXLuUDfjK-5MP5ZXB$w0R-bcb0lxMeR243O4wY25O$ zQ0oOaP-8*efLrbZswt?~8@24#;f%&ETd!2I7X=1L%We(M$OlvrP|t(_8+DNinjl=j{w3fJKCkhM@$!--6GZtbkfdkbN zR1xS6v7T>g7Xu8?dgqn6#S<5-&nel(00Xq%c?E8+3dS;#OrdR27`aSo?}7=Ia|MO6V_Y1R+Jl zp${AyF~R~M6%>qc1c)w(07yjx=pecv0w5Lj7?TJPT@V3~iVvWJ=z<7ngASq#A^=iR1v-ds6=tabNJS-P zX#|KahyX}M1?V8UAOav2gc1$VGwZ zg9w6Dk;gOg{na;IF8Y1<669wxEXS%(9bdRv@DJC#%|Bj?H~)Ao-2DB8wfCJd9XR$+ zC0YLE0A@Zt?jvpS|M}N{$v&<>=7j>F)QG%VYr-c}*p8H2+nXeBGrjSfYz>-oi$#A% zv&_Zw{7(NAo}C4P#yOMeL55z9^r8IeP&g*S-ehi*)o)3g{&6c!qX-e|ZS))sL)T7@ zw3q*8yOnP>XJY(N7D?4I4ZgA>bDb7^p?{>k4kW7a(|oIWxLwy_vFbbeXATG|>N-EQ z{}Gyg|8W2F<1>Z4tJ2joeglB`7xe29c|UN{=-aR^cI_uvXQxB%Cl*kwDd!C z#pXc0pqy5U~-Y-&F z?Tyla1zq&-3v*y>pLLpJfZmXyxX%&bgMN{!1KL zrca^dXh0l^F;dv?Dkqt7Ai&mR&_}(4dpDfSoYzXR-eprgT09Cv(l{fc(Uj{&882W6 zI{;P27_sViRe&LWw$U)8o_jZf%nYVePQsAkVkO3)-#yNV7(AsYqZWqr2E=_CvIB$>H9Of*~{t7KZc{ z=fV&x&Ik%#tN>;#lzbl$2SfbXuIezv)3zUm+~nSkh9NDK02tCCf& zzJ-#-D8WyIegio3D`aLOwGA*JKKDzDp(7Wy1v+YQjnMH6wGA*JKDSHDeGB6sqx7L8 z9%p`)%v|2w1{hF^<0UZ|aRU|Ry1~#&F{J&j*h)%8V!q=%(vHK@gkyU!l~U4#@w4rB zf&6)Hh^f38=IU;2<(blcmrs}i+oC$PNI5=_@t zM~$tdmI+gUOq#e2P2i3a;RZf!aN9!~xe7Nxlg14(0q`=_he#uvjI9!MNFy$A(oB}^eb&ffwE)FBzdVIz#SlnjA+zr8?ThLCEA zvA!9`JY{TUmeO9pD@@t(IG>!NhJri|~2U=pTuXg73xT61S zmjh8MXy@fAP_}1|1NvIY2Y8^t-<8_oXZ>HpDoG}A7f%e{Tcv+xhaae4i*Wl5^cJ+mB8-$SD~#w-W)mHtse z`08)jpM?kxbSPZU!VNMP&4v5^!2T>ma3Gg(JxjOd_{Hcs^v8~M=jo{K?yv06O0Ng^ z*LKXZKjHP3Y4rHz9@UF}V}JH|^A{YgwT~2${gM5d#er_3>CXVGe*8>5uO{UkLRHVP zKf+#5?jJQl%KJpr2j&%whR%XNaV#KxMq>;p+E)#nM#@uMlizfGDDu~*m8WE}I)=Wd ze*gs17ai*HQb-t@UOy{M?31~8DE0ICTe&j}g|k}ifB`znH?$MGRmx>(3!1*L@nL1& z$G(H%kkff@Pf_ZJ-Sbxg0m@NVY-aDt2 z$XyQSF~mmGQTV~pK9#DdJp3R|evSf)aptT53TR4WKQYC5M!%LV*Ie|K0-6nffrSS+ z$Nw4aMDyHME7o)tEhvXuGP>l`QS_SL_{;ARhWN=8*Nn@_z|G8}JZ%HW#GvO;EqYClx-6Tc+%p9o?!eAJwXR%FsD>Wl@kC0iC+DFHkp4eM7@%Elb8yB9a0U#~ECpjlTp`n^{`h z5d4Zd#hr3(N4W4sB|{;|0#{UWI_iL>8ruk460qBHKXNbr*Ngb@w*@87IB7@)F=o6C z(y=J_Pcsb(Gbw=?-|b^Z7RA(HQH*s77R4B_kb+=A$UgQ-+vER_0{YWJKmT?L=(j>Y zv#ih;phw)rtt+4swF+56>qJ%uk+rw`h}MTJ?IplJ(q&|6Z*Cv^j8@s--N$|zRyfxn zYhUYNWBZZQYiC67EL*AEdA7amo?*-F`J~9laN{LK_P}i(De?~77Lt}itnmvF!?0od zm%XH=Ml$Y~jWDq7TzrLb%N0O`fjb@sU|3Mby&E)OiecAzA^^i!;D7-b21MAxxaBDT z!%C0xVbi(z2H=1J7#0&&u6Uep2f*-Q8FzC4hNWcO#{d{Mka5okVE86*z{V}7Q`#@` z2`fWv)uu&?gxG31ya>cr%lDEZ4Q1Rf7-3+?x%hJ9mdg*?wc$k|w$g?d`2-rg2*g%b zwMmg)GVUh~F>B$`$BbJZ!HYm_1^dm#*BiG;KWx{A7lGKy2qxEbMZc9Q?Ne_Z-c_K&anlK@2JPXdqy-vuCF!jY9vzrQ|&c1ZlQo8kW(cWwP& z*WeK@q(+vQLtaQPffN>{q)Pp!R3RGK8C{4J;^Fze2G2)d*pr^!m{f_+_Pz9d4W62L zl~9AH5$f)I<#)c6<2n0#4IbDfRxk+1SRe&yu;wh^W~78P?zb8|3f=n3RY;MZKdZq5 zOb?bJW15Y`FycoulS)<61C~DB`?Us-nAa0=IMqT9Ifm3;7&+;Js`xWYtOf}sPz6pk zMeZ%Y_)rie&qm^*C9wPa&vQYWQlSQqd8)c% zy*)vxzuw*hTW3K-Dn6&iL~*xyV4sP@($$x8igPEb5mN@UVJp}-)Xvu?Z8h&Su?4|* zN(*4Qr{hchhxR5|IC5@7REsv8LW(ThoXbN#FA>j{4SU(4`A~TW$qUT^JEdWC?t%u` z{`Kg$ipxkev5wxbjxq?RXvD502C2C-U=#f8-Y*a4Dv$my8tlj_%JeST__E)>4S|-g zUDtx+D z#RHL}Q8Q2o4+%(x0@ld3^}>LLHgsec?2Sifc45EnFZ-JB@v$!1P^)n;)TsqY1a$-+ zqef>V2ehz}Gd$R#tE!P`2@UlpXFsplke;${5mEr^8i1eSh|yz4707CpVl$jQs=mAq zP86H@Ff%0e5;m(RjE#xgvLBB%ij!@+dbFdWpBvGc)fa9RNkWCe;;OQuTXm5VQnn84 z96)2n@>i325kh$_LMZ=&5X!3%Liq|pD8EApx9XcN7qlbfw5x7KyOTbESNj{i>KZXqa&MNCG1p~R8 zVW1NX)IbIvgMrn^KoJ<21#>6-?lNJ&dRzlD5~p2kU>%Thwg0+VtIH?uaJ@H}gJ;cl zvu1O|yuAT2U!66doHZY79ns|Uq{)*bcavBFd*P6&wMH0x!h0wbe9*XszA*=?2Cop# z~8!uZ>=4NTlT#RpSEG+yzZx;(}t7 zGM}t_zo%7eRP1?pLQlE}x$;FAm0Qt}$LKr(k2(U6@_g1ls*y0l%HN4R^Bqic51Gah zrqM^H$%bh{VDwHHt!D>=EMU-4&k$FEBgnscuL1=}itIP#9^NR3<2a`(ek0a`R;=F%Q+*!Pac9zZSrTi~@ zB@!3Y^!~F)tNve1PvpuM7d4C$aw$~0Gd_#Sdd4S9^zV7M<;>G(+NwjObuRBmjEt+mYuB6n+XQParp=bj2aEeo#88*n3!wwAh=y$_EWYyx&fKqd%bC1_Weyn@EpC8L+QZj=)ws<~QR_2*UEwM-`(@cch<{0BN){I-vjQ?^ z=1KLjPmhgSP>BQj9=1Y0dgU4xqqWbxpDXpVkB^NOcLkJgB&LcK7qM3Hmeovj_yk3L zuATUF`!*-kH{p2PaX2%??HKV0Z$DdOY*T0B>z(SLMWi@7_Vsjj_aBdAzmCc#Q)N&nOoQ-aH8tpCU zFGU{5NJ?ekCgJ>3Q1Km;3!6jDyFyiHI|l;%|8A0(!%f-Po5&yQ5@;kdKWxRT5alnNYxI>A3aBFx(6!daJ0yDrf$HKyUdaeb90 zDuoL(RF^-Xkt1+YiqB9%@uFI}LRY&&-(=ZH9A4y~i%)D~hd7!!O!V9w60I54!v)r< zYK{&uoJ&rmh-T3YDhH|6Z`?S*0%i2q+1lEb6x-+6QmJ&@mNH+X?2?+>& zz&l^<<|2k0Cn}2u$CDV$Ab*IOq5a**XGOo-> zQc9)+0wl)QO3X}W%#63rtRHQ?MwmfOfHK)V$+ei7&YR?BZG1Dce7rSgk|{N!IWqzi z1Wgx7W~R(;l=lbCjASaX zgJy(V-*H=m7Uq>rzw~x?{SY(Fbd8=O^?MCA+D=D_L@zzv6-L(1-$!!T*Am(eBUA<( zfA+rR<94Iq;PGXnf>+SDP`?mD^Iy5gp1gEPxm;h+;}%MszWJsYJzcFa_ZZH?C#%KC zu4%KkzPVC4YQ?R}GaD~FES3w(eB<~$>&3HU?Bh?}Zm9`xj@25?DJG7HhJz-M7Tcje zpXpc|@MzS1ij)-FA^4N4+_e&OudJ3@TiRxCwwZD{YN8(I3dCl$U~H+Iy&EVn{cuj@ znG}C?R?Bk4R7^SbcA8`lbB#7TK6fa}J;v6}K;KfUAu5%}by~-EM13Yyp6T+TI6mK3 z=$h5Cn4WWtJ;r__b-%>C!SVTdBG?|&!1jjVaZ4?O39rGNaD0Bfp!gX3HeyOfOx<9r zdv2py6_h#V_}ue3bQ-$DkGLuh4`7tRuguRp#{L;Gg&?MnU>eE;(*XKL{v>Gym}s4j z&lU5YA7huI-EXO(W5Lu6CeK_jT|rECh=~HGtej&<@^aYAiIyzFHKLla8ev7D+7UIv zwL&#RXcwvJL%T>#7uv;YI?ygwI|%I(HEn2@sO?viRM@g3@Y7hQ>>j#7M~6`Ig7FRV zdy1bQzT(ll;#2H%P`B(U_64;WRIL801Dnq5y!294=X##^4QY=dX%jlz=vg5v*~^!E zVDXUBl_Q;)|devxtfcRVKkm9%#H}R;$>Iv<~c`WNgg=ohcfvp;fI;9@TVh=y&)kRzzpq|op z8Ds58-an}nYa|m$tdtfjVL9H2Y7JD>c|)OZ?x13{4~?UDCTCBM-ZQcfjIEO1QDW_M z<6dj7qE59(tJwPPyupYg!&G1GLlbEAc)^+19GP{ctn0S2Vz~cC%fEt8D`{ z!tw2dXGb|T$}x0e3rAY7l_a^ohxmcfWZ%Cx`aqrc9dcGBT}!fB8z1Ad%aUdNanLQ- z+n1b0qmxk87x6K;iX~CoyUwnyJka57L~h*{)PLcmRH&Cpc`bkTXIg=#`ZouWJ>5Ke zshCS_78KzNKTmpr1Zar*U4VwDe+bZ!c&&9a_d#sRj+(p9i!H)#CFaze$(}FwRNzl8 z-KRfZi_8~nh9cMB25S5w3&YQ8{UK2MEix0>Tw{HSt?ETdBnr~7-GqJKr~>AH#PlDH z0RQFC@vjafF6j50THZt5Sy0u4)uBALPQk{dGKUF@1yydUS>i^xweQ^bH$^UbCuul( z_8H#|_4|GEP8vw#_cnQ7mHGvj-de5CQcY)CjqxJ^xBjERy(29M`3JXW;o+Flj2JPr61af|Vs0FFDMDAsk% z{3RK8h*7QV9#it%i=Ik;&ZeALX!tLj%I9Qy5pJI1Jvf6l4Rg0^dFjY~WrzlNrRqh0*1M0-*@ieO?Wk1vQF5kSe2kxsL zh@bazxZ*DGK5|cif^%MHj(8ZZRhXsyfOa`s{3>qkd-wg#kq3#(k0~di)2+SwxY^MIBytMQzd5qGz{pa$7hM@NR&Ay{iItef4QQ&XSH0>jrlfLhGTc9O3_usLErT&o zJ~T5htg?(Q$J1|`@10DK4c6SBQ6k^%cz={HD9~(j^xR~}!dkh|?!dC-*kF|{XS;u0 z6U8ji*g4bIgE_Q6Z(UMdaG!P@dEph>z>v!1uHM~}UB3`VuEYtRQ10C|^>c)~q9Os~ zU%pG@CgUip_#X0K+hj+|aWA#|n5k!Clc~XxzE(fcOx-FN16`^b>Q(#l4vW*apbsja+ByC6L1q7)g0{nB z@Iz?D?q1x2S{C!7L`e^g*P|OV=J#P9;?EJM(LKEIC5dDYzr4i~eiFsjAo3^W#cVPD}#|&V7Rh_2i`_N{p{|()}S(ejla6%qeXZzMHXbs-M z!Nk$Sjlj=}Tx$BbDD$mMuCkIv$7q>j>PLFx>6sop3LcW z!P8n6&mA6 z8I@+guye*`NJUDvq*o!nepka?Ry5eFz7VgbSh}!?8A;tD` zeV{7u8PGzHvr_h5Nt^PLPRdCT+?P9Am-#osl$XkT=-XX5T6gsgWg^1c?qkY0Vd>=d z){fwWPU7ByI)Bl{fp_~=Ul<5IJf}#nKL^(1V5JC5=o&8#Y1g@L&6g#@Kji!{;3%fVr-*K@-|;BX5ZcC@8L`n?1PD7tfs9~^|iK^A5>1`fG3 zC+`=4Qvf*ezcLWtaWO&ZiGU{hgBUn%2Pao>Y6gd*#Pa5CIuF(LeA@b(e#_N(CS6=0eZFikm3a~GyjXQV`iAr6sSqMpDV8=0UaBMy#A;OGvH zt>E|)93#O|h71l-TVCuX8}P}ZG*O$elU`372J2qfgCP|$c!PlshI5FAr1iD+(FuYL zy8<0zGBis_J~P;zWon|rjJWWy!7441PgjzC;mkP+#+2x%+x=F?72aE9I=LQY3az1( z+x?m%WdDse4#imp3aw2kxBL5!RxH^JwT*tbgf{UY5os9(}hf5=LGiP8S} z{g)%Q`Lwti+TuTaSqHQEz0B?t=hK9{3A?@j8&7ZjC*Izqo3PhgxFEI0I)p9bWtK?f zr~QekzH`}df_}ehGPB~>tZ~`N6o_oHm^TPViTX@c;_^!O{aNC*ecB67nn@G)HVMBY z7~(>n$=7j!Q8)>;OJl^`$^YUq&4!)vZHiZZ`y3;?pt^cZ-}Ig~ zQ>LUQvnQ)nXB7Q$&#J}*q!QCScMT!&+Y6$Ck1}t6*++OqkL)V(N@9PQ_u4QxurX4) zV7ZoZQn&U>+T|qi+D*CBzRgSJJ`dk2j4~h(x+wQnU6&&oCD=0)Qf8x;2u5AquC%H) zv#xQ2cluqO9v9L_+3mP@@mqF==@XQLCsNi6Z!dfKCovGX-( z$6FGY>Kx)Om7K=nk{6scQLwR+}2RQ1|NWf>yE3YFo~- zWBAIWm@~#rW4?Y?D`@?~rW|}oJ*)H@z?AU`Fm~EcIpm6tCk+dV}h>!!10buVfdm8jk&CIu!p z4{DfMCp>D^h~tJ%xa5$zUf3zMUNf|B!c&652l*%H{-X^ep%anw)6!a{U-EM!_oijr z(mo8np3>f9O7~cKa^bYLooTzrN++#p?O@YRkCiSV(~eh7dp$&4NJxVXjfFGN_zVp# zq%oSIZy)qB2rI(9KAl?Em@wArDT(ix>D@oN@h5YqXPS#kRc}s({?zci&w%%-zGKkd zvsfkW_4zl}q_4Wa(xv04hX-XBJ<_r`v|H|d*!)vhO+^gDvtORIcp%LCVNLqh`ywtO z^KuR*Nc&zjT{YWd3O(6Kk1+J4ACwhv*0QkME&HDTmgQB`XDwmbNgc4RCkN|#r^jX9 z>%?TNN%w)qyO@3Z|CC|*uhbXT_NtN( z%AS$bvbZxO{k|(VbWQpPu#ym~H&|bQRVV(yRny^J;n~l+jy(|8fVI70U--LL!`fa@ zyq3khVOajV56gcG)Wfs4bsu~1%*Qgcm!W5tsWVWv!sHPBSke_ay7x=@**w39S zOoZvyNl)HU4;$C}1c9gNNwbMOYvC+j39}t-`KLrB%+RHn`VA6hdLQ#o@smvyRS3=J z7*BRen8|hLpE^XY$JS!7OH~O3Xs-9NveqHjpM+a@RBCxoe!;n@RN0>VUQv`;Kn#$Iut6;{D)o7H{#|`?y?`pg@jZqGC%EF^U97K1xyICB zSVy3#P0n$x#jwsma}PNOUPft)Dj^b@@Fb-RQLg*o77^v@P>VsUpeWik81y<61s;{N zvpZjDBZ~4XSY+S^{V-53h0zSps(iq>YvpBieGhrZ9WN`PM8;id6y;LMMr829A=s!iTu?PYZ|g>koR8F@#gRFo@j>aS^Ikhe z&U>VI#WiCsD9;P#qL!hAwsRg`-4Lv#yYEjGukD3kWj3uN^e*0T^un`^H`EjRdQf+~ zPtYrKydhXI_${?_p?9OPW+IfxKIV0zHvL?;=^k9_&qR|eG?_O@u(HDa>gn(cmg`#D z1C9pkcpiO`_ib<_YA%t!d&vh6+p8Sff>u-VPSvWs@;4(mF<)Dq0d%n2S-8%*o$F(5 zJ5yw>eHRve;%N8uu1sZpWK$QH2AMVos4l!WUw>Z8*`r&X&h6wnMf6jf=1pg@+0-V? zsXUDw%Y^2D)*NoJt1<<`EPH}*>TaTfvobHU>^N;zn)rFF!&7&GhR7EM{bATv;aATT z(wOy;c31~GtSAS5Wd$$>4O~ zx@5)T!RbZolRXPND<(WryyI%II3%co_^L|$Kv!g?*l=r=`~GC{+HURb1NP-yR6+V=mlyGDEo=VWp^lO`^7d)YLYjc{^ye+aK>Uj_)Em6{i~}Igr-zB1YA+RLgp`i=vhs$G);9w`C*?rXkbas%2SR^iCdSEZduR zM=VgHSPEMjJ@k>btsAGFOdS!JnGIhe#~^&snW>h)G8evVPx?J~G-LRDJOF~1Cb`f) zultbL*|p`YyR6dZ+2m1tryY)%-NbtD$gvFbeLJX0VawtC%T+Z-7?eBR7(9| zERwxiY7_TvJSDGtum>XvK}+9gU>22IiJAP>JGOLZ^s9uS*?=qeG_EB0PL}uxMo5LI z_wgRNtsLvGI&C21tkIe>)4k$u^|tiOA8iwgi_!RnekH6C{^3CCH1aiwe2v3bvw_Of zW`=P0RBo4S4HsRGd@PgasggISv8LLY^F$ z69SkQ5Ww*BLIATB!jvJMM=XJVrt01B52gs} z=%V>Wt&&=xIV>6u#EVFHFTKPdEI-|{V?`9Pb0OK?|-tKXMa%kQG%O#5>@uI2MhuPNtD%I zEji#Lm&hPIgl0q(u_1{;=zu0X%k(`a#@4H)<9rm+ADT;0-p}DCj`AK)Vr=nNWq-cU z*kYi{4uiL|ufdq%G@;mY3r!<#;|#vFN6BLC3v|2h2s_IJSkM>0i!l79K` zHlYbFV>rjUrW^7;o|doj{+My;)BdnPz34f;4Ox-nREXc8-S6W)sVq(0)3o%RyCF^- z)ztmwZV4Oj>GCR1=$>J~`Cf73*83B@^~#Tm_l%%%C$iSMPFJuiO$1u2>al(lF>9wh z{*NNOd0X>CUdRc!+no;Yl)32PG`r?@uQ`1&t6_mZ>7y*Kt-@H?3p0V@_g2LNtUi^t zZM-oG`4KNp3T$yWEq1YtEVA^JF;2Z)Vo{#CnR@#Su?Y z&`pcgX>MzH#igF2oV#4R4PI;shj`U*?j`a1t0WJ-$2H{Dgk*HuYfoK1i{n!-NULe% zRWD1cX>96$tgB02-jJWG)7dI8{o?MBSWurMW_0>}rgD$@^k}9s(R`XcYgE9#Yfs%P zy9c6>aEyJI&N<+g9OF3fScPF8$B_2Nn8l4r`(HAP>yZon6bO?9zmZz;fXtsIxStY{ zI$qItecshhVat%t8S<4h!5f}iU$`7-ig=y3F7EtHp>nF4@B>DGa+H4Wbe5nek28FPm9D&N349L`+s(NVmt`g((LG9@uUsv=r&^NMfsJ8WLZseK&Ng z(rZNBXjU%L^&TWsc73d2$fNkUT&6b{^DeNlDGu)^U)b7j_ARJm0sWBVa#`{uq@5X_dTA7De z#kY8~Uhh7%GV&bwT!Q-Q22TsX8qci%#5kPFXPGl(BX% zSm>q(y0L?9GNBt7r3<=ogHaTri!aSrtm@AlfVZ#(Mp*~VS2n_9V@Y7Za;NK*MZpI# z4WIrxjWFY_pL9XHAYm5q8WGJPqCgOByJqa1@0$GQD9`PYCRo`2)3Lnrr{jC>=Sybn zCqUcqXF!{M2isp9-vy|?WX6tM5G`JBwd#A={13YP3vB*I;mAI(e-vZ6L=*E+_r-AOWgKM9W3T(W@I8!sI@v-{ zaZT(BJ?504hGGZP^vjKl`LR@UmOs7NY)tt}Urhyc&C>4b6aA4KSc+F{JK8r}EZ>}q z;~cB!1!YZPQHUQUtco~XW{=RfB%cXsz>?yJWA#tV-QLyO9Pum0<}Q*N z6O1E9)b!|3&`IMt^*(K!J7T6%t}7{<2*#zZDH&XsCbD=MP)zQ5@6v|{eyHU_s$4cF zctp9z23~#g+-%A2_+N$bp6{Eg@t*E$h=OkUeXlOK+OfJ`7zuaXu_K~ptm2i$&MG<+ zg^2=K6EQcB=Y_JxNMDP}U=2fu5?CsGxn}yZ%|nk!QtVp>b-03)%%3Q@-^1pL3wxYG zWQ}0ViOC}P3nU5}dMv?R5`=ZO3W>uy9mz|(cqwekBW7<0IpR<@7X zd>-Jf?5}cJi&j1c&QDAj;>9$4^l*&a1B1_%; zCo5dfXN_Af*aVU21CSnTo?1K`*X_S=4CKs1nH<&N z=!jD81P^D@6QWGjE+`X<>%xG>$YprHL_^kYaM{{jF@8nO)cLa_02hh5^`WPI+SUqX zhh(<$)_^0khk!UT@0^)>HxRR{dQQw}Y=1cOm>lS_>e$EG19PvZe5P-VG>mTTuZK0I;Om0`K zR%fwmPU+k>%N=Wz5PV|zgxlqS)q2nLOJ?ZX6$_w|l+yk2vr(*hLfDC+6X>%6l6q@_I`esN>=9@jXmAq? zkcmB*z(%R3ymFYxb>oHG18`eMd9@vGSHP_%+}5V_Ow4%1swG6;q%@#u{>plB`ow$V z1Bz&MVM=vMPZl)FB?R5<+v8T_ze4X`ZLz?(fa0&}%#=#IPLCP(SZQeN-Q$My7t_04 zTXyf$Jw-!xF3KCb?!7ZdV?`6*-2Ax5C(>U`|3>Xcflobo-k0WbWa2kz;I6U0jvDHo z83U6)ViEyUC=pD}V?B~38I+k%zoXSW*ASFW)Ar(0KDj9L_Uc1J$Asu~Ou_QNo6()F zw4$|L9aMk9`dA9336@we_M-wlNt;wG>df z!7hcA^>;zDEED>93mSbyvmG?jw$RZdWUyP#g)dlJ{d?C!KdC6tj8}q295mE3pov8^ zH(^5Okim|=oOvtJ)F+i<3QeQ7<7!g{FpuNVWaQymNI8sX4k8nJ108LINmq_mo5Xj4 zxDUkH`5=}=GzXA3_8K&6VM2pFP+=_Xx%6E0}MLL%ijR>}e2ci^S zZe|oZJDpevkn5}PSKsTzDinz7f1$-FthK$VuJ03-wZ*vi^m@j^f$NS2R~xTtw2_({jg|l=4^AQwc4K+zy;Y}_=_Xh_NPO;c#GA# zXFo8}hR-BSxqnRFea8g_{g1HF9RJDHaQ_2YI&yN{*yo|O|rsfn2 zVL9CnvTw305DfZD#%wtFeFEw+0?jDv4K!WyaAaD-ptt#pc1f*5H7BQP6kf-~{uzV* zLPihoYub3BsainQE*ih!zv`EC^MoY~TB1vH73*QeI+^qHVXGQ08KswJkZTP78sG}IHK)hwfn?DcwumN;!;J`Z*Keg8vfLp zz&J&`N3OC{7$VZh0tniu1+1AT3>!7&F{_98wW2iyJvuoQ6-BOXmr$- ztSye>SeWn9&8Rml(qJBt+ePAv<%-Shi4~^2$7Pnrku7Q?eKGC;MDvDg<%Mi9l~@Fz z4=SwqgNm+msdiN0rWQ&q0?-Z$TmGP;AvlwbH;cYMt4_U)F{f_q_yLD*z0a6P$Z(kk zMy9odfh30z7MkW)kZ0Jz!5}j71s9Y#7?X1vkWstnRas2np^+btR9{%wtg{dR*w55L z=L8PYW;2y+iRSC;=fiasn1TDLKc+22VicrKBe?PvmqQ0qn42S%qu4ePx+vftybn^X z*^e38tRno{<-N~mEq?OZvm}4UnDqFxQKUY8_I#5k4mTd15L{2afLS-wWjW>2KM_3E z%64B=HczdApUfWKz{H;v6V^q{E`wCpp(>X{dy7o!>Z!#ThtC@s<1W*HUFSw3p(g4( z9iXD$MVLiutbDfy6 zBrF=7f^IGu_!P4j4gNtV5JPn}pJFCrX!8%^S~5f{W-J-5Hnc1%q7_rYkl<8Uc8EIm zarVr(XpKXZc!w9o5t_*}E#993yb9%^kGPD8zhUkU$eUSFb2du6EhWaa^US1o;-bMe zO8kQz7>p*ptpi?y;!KqIdoXk#nB?bTeL=jd7^PNGh8~s`)3b?^Mf3ZGU(Nhrb5y8Y z#HM>2B6&{aj4c(}@5b)OUb1~yc6sPCFqD8{IT%)fffX?nfnm;%g%}zvcb>>1_v;Nrh@?whWEbV zAvc?Bb_ivO*mT9x`PqnRL{n8;wTkY|L$bWJrcuwm%Y4Jjxj-WFOr+GO(3hPuHYgjL zl1g+F!GYl=80rUQh03E!4d)ewdZS7^=uxuWmcIyWZRfcT6(*?2A(iD&IeA@{$rg$y zln^Mlugk7ahJuGu4y6%FFBCcymK(C`d7y|wk-H(glUutY-+)J8eBY@vRcxM!K?e*1 zU~m8f9x>>GL0G{3f$Hu)&44piK}>J%GV}Z<%X)a54afU~6+#lfg)13|g5W3!;?7iE z-S_4$*X`eA#Se?x=)FH&5i4;gT***cz&+7oci({m5CnsO=cX)+C=@v;+E7kHv4!FZ zB?QWCD9KRpH)VOsp)^A2g+hnIa!Zzn2Z|^ZIVjptPTrDTV++L-N(hwOP?DkGp_D^u zgwhLzeoK~bwWN)Vkx_+(#FOw`gA)So4<#6~ED%vKWktg&6(d=$0+a9PDIkv!devxPf z;(2^tq37;MnPb(|#%nf(Tp8bpX0OTZegFBD_PnM)A3v=^wzM0WMFNrI*Q6}$3e!yz>CM-pnWdRc!nyqa?Fd*aSc zAGQAWdWS4mBUc>(XGiX0>OBv4X|hF6!!^&ov(ub5ajEw(?^_HP*&{ij+D`A^$*b!* zL=t?{_NbSJZX6P-9Tj-}?UmM(1su238PA;5n4v~PuLZj}hJd=tDIlPu41j?4`9d@2 z3tsd>mZ-%km{B77$X?}y?`UQS;w&Q0{oLjZRqAD4AKxRVi77ox8K^tt$NJCdwGA%Q zK0?@vu>l7W<3*&oQE5)Oyh%eJ?{`hO<3*(Y{Pf4)ymn8_o?S@5>*RK-GE#a60#|P=*M~C1Q7s-@sN>v z@kkIa1c8+5s^5A>MHl^%fIBD%*?1D-lb1p^$q=&fQ}FN&VoV0R9D?;;jq^2D&FEzw zMXIJ43r5P@idyiYAocVtuR|)$h4tld&M$fC9{^qciXUY)Qr{T^8H5K9hnykRr2I$7 zCbgB6?t;pWN}20{+*3zX=~NQO^dcEFIEhUKwpkI|002-}&uCB1MnxAklWb`Vva6Lb z2JvuAvR7HaCngd&$;gp*k~;cHgYfFi2QE5cZ4O?1P~mC%$o@9!)z63Uq*;D1zeFtL zo;H4T(SKj-1<Um&Bj z3b3HCUk=|;@72{d+YC2{mjNTh4vf(G3&$VvEQj>cHb^gN1GFr~_838vAp^w>@Xr#x zZ1zb1Rz5(>i!H$XAn7H3z=B>~_>OC4se}yFDHmawR04@}bg; zREnV@S_PFdsMuCbZ66im+1)`bjxl=cpTO*TTy{KwGyjddVf|x{a>G%v+j~3gN@9%O z`)^#~di>OQz=r%oA=Oi8Xpjd=C?}WCp%+1%-5{@Y6-ec!>RHd=UlGRBDiI8U}tj1mTwhfD#%Thfgj6D4}0~5?T-ZGLIHW*nN4Q92Mbm z{p8(nGA&V6qWwU)czMk0Zo@ILZdIxF1Hqx?F$X_od2XHMcOA`hW6$C^1(O1>+{nu*ABLK%0r9$gNwan(SMwHA@* zh%zqiTBMX?9oqJoGH%Dip0_{}??~!-Yvy5bN{@J(2QG(*JVpIE-4`RJ)CY39_Yrwa zlyN!G3!u(zV1Qoqm2qX-#M}HH7FQ1uZ*wZ+F1+zwcpDa49l1`W>3STN!s62mt`4PeFr4?4HtW`Q39V+0uGfeN}m=Vl={4>Wn&=6U~CRG=E; zCB*VSvRdlL6j8^H5f#B7r@>?Yw<0<$|0@vYH3)6}e=z@*om<}7y4^Ab z6NmgCxq(pAubeqBXP487pfX<|=B&JRTFu`h%&QQp*;ls@NM?5`*<%0F>hv#RnN9va^j4FP0SYDA zjp)e8@g-!rJ$k*r`6fX)V&L#2gj={q-{@Ni0&c{P>kMN@&Mby$G~qTTVUb}j-rmVw zbGmNoqWW~LFW!6SI) z#6IK;5Hp#d*SPl8;HgEJ8J39kSdgnST>6Al+n&FLCGU_W(xQ^Lsqlt*y+=r9fS7^G z3CiWD^7N3}rab+NzsG1$@;YHpYaEw*T<1}@vqXesmfEJ$Hr%HyI9NZ^(Ld*!uc7j$ zKO8Rm-t-G)C}l3RE=I@}A?A8mMqg3yW8=PJJ{#7+eTA5TXCBr8h#6MKg_Gx6k1VgX*w%DDJX-Z*OXOR4fm17`?F&SqADD(3? z!;Bs#(?u$0=rQvUQPvA-q(-jxV?wp0Sw_`d|h@v;hzrEID%@h9cx`(O%rS;aR(%K}B zj}9V>$t4+QOi}XPXd#9>wcVPSorYlC5wuD<A`rophJ7`|EAV}UsSJC#3E%m}y~a4vNTY5tC4Mt~V`N`9c25n$#vLNS|yN0SV| zOu`4>8^&V5H*W!o`8Gl^YXUISi%`rQ_S$9+$TF-SDP{zi`HX`0>O;GxZWJ?lW6j7hvC0^=j;Z($}3F&FsrHG4QA>zB-ECiPk@i*Ko zV)%qeeHVIKVm&Nk_7U+<-~y|gU*> zDC4d+ppOMdI{xNi(Ew|dl>2jj2eBlqMN00uzd@J;MDsD|WCJwAY9*k9Ght~{jEBV@ zSlR?|a8-ZKS$M1u?69;+RG8ER3#8=wb6$!GlkUI*DUjTO1ya(=IB8fQ1ujWC^n&uR z7>8aGJS^Oy7b#&%@g=* zSoCE{0=61fpbf27rse$>NvHsoO&ywaR|7b4fRr8k*AgvDv5K?};Hcobz#1_P){kIC zfM&&)zx%z}7LSNz2xX8QB-(=X~U{qc)Bb46`&miLEt z)TX7J+4eADM&BvBgFlpz%^MJqQoH#@!}fK@LmEWSeA}3QcaSa94?C41hHK1A2kaAH zLRj5?auoO9x%qmK*P49CPD|#I4c??;!isjeQQZG(lS{+zT^z<-PH*`V2b$biliAMk zWyvTK9(a}X2V3ey)bF`J$>HVZQ4-K6em5Yv`G->^M|1ymIR-iEcZX8p<$BK+mJjKF zf4aqS&*Sy|z)anSur3Z?zHphlme0&t46d!h-~D#7H3R{k83zHaKyXI#Hk+oVJBN*X!wIj1Ie!ZFzQ7&@ljh>Tgr|~rES-uGw zexgP^`AFnI)Q~qFJfBQ|4?;Y6II;`Vya%$G!`1~BNHX#sF62CH-J_jt7e-UKcpV%W ztm>5$1AVn8HBQ5FcA8g6Ki1@m3oEZL@*6xmChjgg@z}F(G2@ijnyft~rQJVvt#008 z9p-39q^i{-LIXd+lh{g91B7Ng%4?uicHZY>kPqVF@R8eh<`tl-dP0HtwGnC1xb3I| z2u-~+Thc6xSbpW_oK@j2T>RLh9Z?+f&8GvgXv_ug^c9RKw}&y|sObMYmG z6*dYJO^$1`%V7A?CS)qCAUzt2XRZN5-Wk+RU zBJBR`1@sNf8yCm^*XAr_AZKJCa~PIYBiSGw!sp?m_76<8h-z_IWJEQ-ciAehk-?Bj_#)%SBjYbl zZqXzSrqhUtgsAX{>K~e(h_5N=&5*ZbbF|nyafkTeVYcd}%k7^GHuzSS+V@LG9op~e zqX?39&{}j3|M6|ndHgQ%Fyl%t?bP0@iH)BC4)#g3#{(Q}25_*nK6m<^ugw4he*!4j z=ea#T-!#kY^bRxWoxJIHfDNt$M!5G&b2(hY;GPHUQosxw12dcs%&-|S!*~QL{wBBx zqQ6rB`dtl7aL6-zJTSp#zyzmrLchQSO92zi^R@W}G@r^c1131#0GfdbmI5Z22bkd1 zzyybUX$I&weHSzX6D$QxFb^=ntAPm)fyn_AZ1%PJC`kTJ0q9o>pkE$ff>#3*9Fhs$ zz$Ch06gTMNYct@{VZa1y!&?9**bJE9^p()O9G(t_r@uBYNSdX;MuA}_6@-C2>Bb*3 z;K{j@S!Oqi!i=RpnLr=kM05}(nr0~z+i!P^tO;Mfwfyz2`}|5eL59{wv-V5-e=(b` zc=pGJV7$xz;$Y$Z`C#V#>A16M$6stFCS>~a!DRaLvEKCOW3}m@k8{N1|9kdrH~%-M z>NPU5tGC6+1Q+M^GlkOg3Y# zIfnBJaCWo?f?HS!;aQaj7f-U|VfPfO@_+4Hv&Z$WPpRatG^U~Jr$Vdpa$maO#NG5d zV~dr7+?goLYpymbKR2@rb;7*PH)m;2XBsgM@=7fxoa`h^x_#_?T{4!dqCQpZzoKuC za%_E9IENkLm2lOkU;Sn9m%-(5lt~^;3m$em8@fj};p)uMO-D9KeLd1@UwuwVU&MN5u% zy_+mK;wmEadUR6INewym4sHE=T_o;QFK};3I)Sf$(qfP%Qa)&ioazyuEIr0&=&Z<7 z`3L8Y@dc}VsKzhz6n80oW}tjhFmu0}%6nL6-drum?W#F;|MD`gXUrPQ3b_iqOgF@J zuOV8f^tA*v1U0C{ws%dqgm|+m`?1M1Qz+UKHf#>`pC=5;!l6892>UnT#hcx1Q?8o=Z22}SnBAhVq07lx{ zvI#S{1@>cjZu1%QahXcZ{;3^1$vE9S%c!cNLKZT|!9J7}BU4bBylZKY_(ORe>}N#y zG^cukrqS~o4=XGVGLPFt9$Ed4T3iOHt=6!s8yljwt}TP?k>!04!rlRF@^wY*y1WFb zZIJ`S8;c}xp^tiGqsWc$GlRF3e@7AL zi_zv1>_!pow=g*r%As z0x!?{Oly?RE6yc!VK*$)x@oX8>~a!97-+cy_4cUr0sI)&{}_sIgxEYGH-^nWhFUv9 zBv0T+v2({ztRuv(3As_Msve3#Blb?`Wv9KX~b1@xgl)60V;z=TtmkXV&@D{DKz3by4)aE)ex0HBl6Jk16Y4UR5Xn! zK$jc9<{P4-XhdN;z8^bhhzg|pYGMq!C5wcna44ILeDg+)kIHVDpcoTxmpU zI=&A(cN}F$Bg)d{`mm}eP$(Kvj*joe`kz3V(1=QOxn6Ak36wsKs7A+s#Lk^S>C%W= zbh(dMRU?!Jji^n>_h9{vPzp5SA-Y@-Hs1)flSVv7$9H4rj8Nh@N}wUI_V zNym3#{ZFF!Xv9-=xh`z}Nz_^z(UOku#Lk^WvC@dY(&aj_s>Ub=m1s-HcVPXEQBzc+ z16{5In{SL7p%R_x_;&1^F^WPZqUmz&SXC2L2bJha$CI)CCMXh>=tGwyWAjZ=wNzpN z9p8qXGeHrl#2~s{8&=g6RYWC*(DAKUe^XR8m3Wmd*NV+IjUi3i5L?n-Zq#k+%bLIY zLOzK~jK|;5Se6zi*r9~zqqi`YDAW? z_Qlk725XC78RH^Vt&_2AN@Rrbz;EqTU}u5utj2UZ#$jz?wt36N5$8LToqm4FYSZn; zi0MSjMc3`GlP=)7KN=SM3f8Gkw=e7g`yr50Z-CVN5lA@@sTN|2n(Q=R{Yk<~n#BhO ze~Czks-V{hkg6nsw89=tJCT8|fr*f)Hhm{pb+zdcEfJQq>}HTs<;FYx1i{{pMWn(= zua`j@^AJp@!IZoyimB=Nb=_q{&axm?se(DlBT_b`*I9r#Mu9QsHj@IenlBr2GztP2+FV4wTh;#&` zO z$R~DAY4W*+an%)EZcXQ_{4;T~PZJkhGqr}bI# z%?X?H0m&Z&51vf8Njeh&U)7H%>nYK>UVC?~59i)mYHz)K2gl;^^RD;H{$khrRX^=| z&$0t=Ca50@oL#tc-%PN2Q<^~89@4jHW@_n8uCl(wcf{lB9C#8jrG3-NRsx#VuJ`geCh8v_e-Srjy5K*}9x4Yx1%VI|X(y zhi6)5)IAB-Til$LB~G&cy=3k@U9a7GVv>OD0ZU5F9+GR3$yTh};`z>a)h8H6 ziT&fQ7NJRs1VQIoKw$g}N2_)gQx?j#Gajkuk)6YF^U3GxLBfH&4n?Od zKSIiJMu%&i-lbUaeRKXZ$POE>S+hkCofmu;!t7Pn`NprrkHeeH@~fz)3Fs2+{A*St z?=pr+`EVhysK1H_1Dlhelv)CM?Wbse2Uc_t}R$Vu)j6(J%=@rWCz0%wl*lrbx zxi}+aF*?E*r_|kHUQ^gp6-Y1>Ly@`}u|_lZd5L@4Y71*gFCK$GHlvOz?e@Psn>#hr z!qX!_OKGP#8mHCna_b8yJY7E4xjNQ6A;Sc%`kIMCrVO1FTKlrtVQR*ghj>xOt!YVe zB-R5Yh9dq~-D%@=$+s7GqTfP`w$G?&O-?N-Rbp*n*(&6j-VzhV4s}#UqWbjelve2N zJu9lqY1Y3W>~p77tP|47M*k3ZDs+O)e?|A@(Ky}ZTM)J}!>!5OioltqTg zSPu`5^mKY`HEGCb&O2mCZc+Z38<9JQO?C<@Ru-PV+3i2NCiV;}LmRC=y`tuM2I+y~ zMt|m%4UIL=s6Jvkss@*F#LWXF zH-|uCfr{>K`<%y3Y$7Eq;tOTUAJRRy*Q8|}L7xe*4C5LaIxb`il6*wcNU~K-FO(_$ zmF_7}^E9K<%_zX~^3B1a-9kpF=&sn$dF;gZAV~(vX1eFGSVI)4Y#mZDfXXtY0?upM z*aTGcpwfj@jzOh+Lg?gK;TMUJ4N$BjPc#fH8k^{U=1l%d=}B#%I{ zDZsL1ynkr5h%U-xn4aiaetM_bKdaC{(~D>lPiNr{6xdr{^{vla4@S{J?V-c(uQlC% z%$F`@2!e+o*aw0T5Ud6P4+tbda1sQm27d@5*yxFJGSH9%#vXX$9~=1LQCU#gJUE?I zp$W<$-}(*A@c4>BZAW(K;;Udki2hcAiSGX!r4;)6JH-Y*l?wP&BH&Zmzy%W%gNYr5 ziQPqJ4g-A^tkEs7|2riDd6!7B`WNL4wEt21oi~#ghN5j4u3nMk#@jYtp1mI|EtN1P zCXw?+%}SGuvnj(k+%0H&!I)CE^&0ton1R=8CKI+39Hnf%oRf!f>9^Sac~s+TbOX5> z{>33{_49GB_%Cv4`Em=k+ z|0B7%|IR$$e@9<`GeMXa*vB}4xGd>1E%U?$apjgT`@Gr-I=kPLS8za1qxnIUHL9+i zKFqa(-tEQXE8-QLpF3QuZt=;+v_E8CA-t>qf)*>gvQ^!(iyZtO#b>WMzx;5PAoi!% zgRLusW&5va>9Q+Z*R31pP0cnfC?7;zl`Gkf%kymNgum_c`rQ7x4md(*{&JhwN=*BU zIEDV-P7+)m>KjviL-YhZ-aa_7B5rs8Ev=NZc8RlBBjqKXjanb$>zj27B6I|+SsHB#)|E9JADemo_WFHp|MoM{@<_Ke#Zg?K;4t#j~_6K z-?`DQtaUy(dzQs@iVd6ffno7-QhR)Eiv}ukyw|DYg*ijLWsb3n#AvJ2D?evDH4@#7 zQm86&8J&zsig-D`tA;I+d^ab2{Mtu<@OfI)!n6JOT@!jO!5;9~OG*FIX-XwUz+p+g+!Qy95SkwK(5yMRkNV=1g`dl%W)|jyxiV z`pnLT)Q$(+2fiNlSvV_{suC!Z5Pfh~Ff_Xe?M=uY_c_f;6|0?BU5D*ktpSb-V;sYv zP)EdQl#GM3%we-WTe_=w(BRwD_EY2QTh)5p_w^TbJczrZsDB_fcT3HlcQmO2vWYJt zV?uT3CCtSEpZF`PBT_Zydal{A?F%{|8xg0+mrydHtbbt1<#}n=N2y?7+yw#yt|jb` zou^A9`L<7xZ__y4f$B(1e@)b698RDkIM-0wM zyJqvNMSJ;kO_}j-Q;BFl^p3lgg^Ij2y(l5J{@uGGLp+rDA`l)w}aFvd1;UcO~tUTg%Uv}!6KV`bL^d96$| zWU`u(gqss2+|Iv&q*wDt$Z7e10-4SX$Wrnlu_igfHt^{!l56_}xwdS?B!ieL!Nfie zCL&_mjhL#4`#xhH`(A&0zFNa>g0Q1?&i!Cf<)>%20yjf*?gr3O zqajWw>=>VOH-eU04Li7*^@mw$BtSB)jsm?2!lx3V4s(2n??Faj|pWx$&r zaNKOE_u1@V^zA};)5&1EhnQRtQygMSK~#f|n{S_C6^u5C!G)aMIr$7-Um_+iBROo{ zllWF%Ugq4eO;6&@2q%m8&2K8SFQz+LoW`4-7e(co-K7S1hpmyo-PJ^wbB9TtHL!TT zs+`AN0%r<_^@kBR?rba`Bul!%eV*rV<+=%G8Y`!KsC?vepo^j4VEuSNhxm)~}i z#2o;`Z(&k~Miy_bg-Izr&iQR$`E4Uf+#^G@s5p4KqNW1c|kg z#qC4oC()9)!(f13jvHAtUJFZAew_1kU-`+ClDMaafJF0{G(O3Bs#SjSm?Z9;A-WNV z3QLv8ZU_GPIPlNOIp-#ipd0&kmY*Dl2HqlW6Y0S1IJ5cV7ICDV<&AHGO>Y+5t5ACy zkk#Bot1mvd>v%YO($yO_-2BU~FK{u=(@eAm1 zZ6!+VIvoBr?DH>jd!sJ@H$+SR&LpHqU4p#W^8ek0T6QskrTzbJUpSvK;YRs$&K@rf zksaMLBaHc+V^>0Or(Ryc)qNZ}G1u~W7Z#7R#P3`Rc zOZ01Mu}YddHCtC=j-4ThJ+Q12Q=omZ4dW zlWw}LK3rCgZ&!~8B&-bC2q# z-n86$L1i%%6jN#MF5oPaj*B!lA(YOK*vGWmy9+wIBvm_S zEJZxR>S^2aK-d4=x3lnJ-0D<~)AAWbF8qPyI++_7jomHtug892%$`@-JU&;gDBKx{ zQr~$4vvyC5TGgn0pvKOXuHvt1xw`CdqYyuteNa!ksFO8AoRNCxa$P4@d`peRI*Pzm zj6;^+lX_aR&K#Y^A^YT3#%E)HjA@GCM229C=sQ}e&dc%Z6qXy*OCM)q(2}Tvo#4gb zk32HN*-v4T5FhGe1ma-iCPwbrLS4{rnNP?nig}$(QF!))H`cS-VJf_K-D8ITMa=kg zY{cggzGesn>9hnSXU!gVn7X~YhV3EQDh$Fv;EzEV=+23jjw=UR=4u6xIw;)T0)E$! zzt3F9+n`THmK@tYw+J)re$OL5zjt#4?b7$r&mu56kn?mdX|H>29$_p}RLn4wl63I7ecEJAqx|9qWRWW+El3-guQ+frbnImfc{zaRIE`xJkI+?v|Vf zIr1yGNtZRz&Ju9ZLOUOoz^w`GZdoaTi+I%CA|Z);qg^g1U<6w~j1QxagGQm7V~W9p<>_ zF<{wYj+u{h`d}P?19UZvgEO*lhjH{Jak(eZ)i6%Hkp=W%27bvkt#Ul4BrfDQS{lZY zeUihgSB_sPiPHuHjN@a7mS*K49e)fgbU7YevEE1BX39LI-C#IWj^81PYt$~sZ!ofu zdf08Yorm=HagH$z-)m%%`k>oPl!x^6an5)ilnq90KC5`VP9H9hi#9}4WN z2ZyO-%q8cHKShP9z)wS?Df~s;UK}&YIqv;C%i~J1+i61M(cLv&V2zvx>qoF&WXaL! zh@J14dG5uQtGk#bYE*AwSZ?&ozV5e;f4ffc`ftZ?#Xld%i~oGQXnkuv!h1eyg--Ad z>ofev!iAEGC1jcYD)Gc@y8JH=ZquI+cGI5^v1doEehS^7t(J~u|A{cm|90N_Ct91D zXVV60C(CAS56j)OZ;=-|q*Jo0(=%gqNR~a3k@9(g99*gzCF4JwbgwyQeNblA^dRr1 zNj%%fD&}GJ{pt6t50A>5=GoNqXnbDpTkW&zosy{cFGL>ge|_oe=^$yoJ904_C2j0T zx`Kxw%$|oTT;EQX+1FHBtV1}C_19hc`D8$etSkgS$SvFo(HXh#NQ!%F6;2DzhHEZV`T`bXR;xSJ1UKlf8D_pD9KKLMt zch>&77bd$uZ*NW0Qi$Mx0*>%sR%|C9~T3 zWp1^6c5|P6Ya8UFo?qUS&ogXe7d-m{N%)+P2~4G0+6Aj@peWcQE(Ut=sM}(;1vQE( z>ZD@3KHLNUNAEzac=vm#A=}66cflUP-k8n>^JXCAWMXb$@_G&)gOzRMWVvW5;>KEk#k0?7t}ZFRKLL~^M1?5y@{AFV8n zGiA^H>68}n3bCb^(HgumkcPZZP5t*S)U|gH@x>+}F@@RgU zDCCqdeXCUa$PaqIY8Yvd6V9YRJp1|=|_&)Kr(Y!z%MUunFx z#=OQpJGOp7hr1mK$>sBafqY>xqpF35XZ_2kyIgef8hvBE2AP+Xdw9JwPNM5Q#hTXa~|e(%WmKw{u|9Jz$AQ!jbzk zh=dH1VnlKmu}>q9{@?_vzZ`5qCV=$536b<8l9w=GG4jb2BXhrk^mZPZ2uP<4%}9vE z2I;*SB$|li86x>de~PI*WCDNsQxv<6%%5Bx|Bb2`q-_PX9Y9>1)$pt=xIwQk zfs3Qa?WLoMw%Z05EwtTfgSLCjVJascj@ zp!%r$^GPGv_JIesedzuSUdYU8#c7w$RhetcOEwniJsV<$03PJH9%Y54jVdWWI;Mq?&&Fsa|FZ9upu)e zi|lJ*L-LPvT=tcFo{+@F7^2ByJf!L;IWAh|o<}5c=7#8i(?%8vFwBX^IqJ|!16;&; zNGT`K0V{Y&cE`~Hyga0N7-y{{j$nW$gT%$iVhYCblEnFe0mgwIqF@}^$2lVKo(&{% zp@wKR7^f5hFS-zwi2`Rw1pFMe3{=>V5`=0}z^D(Qns^A+s8M#7(|h$<_5LqK zN&d?Z77!|KIZ`ZhG3~d1ycC#MsI3lPzt!r8zui|@UHih)k&KpV`<8++v&?$Ft*yRZ zCpqFAB$pcG6&6qBln2v7>)G_`i;ZZlz_bPkU4`^VF^FP@O3Qe#VPNehxxdT`M)G*ktA zkY#?Up{36-AkHjTHy_T7n`*96@i?z3PB_c%l~w)gmQdrJp*HDR%1T1xw7Xuc#;nG! z&wZ~ow#xNL_d!s{Y&hK|(pW)vQ?&6;T`OvqaDYuk(J z^p>`#-%fgR%cpwf-<$v!=6w84(!hDry-x5yA(vL`YDK-)H=~U$6rxl%7urtE93h|- zF=9D8v$XB}9~_Uh^u({}Bf{F>FdMfu^|?Z}hoH4yMgLMaEys{Y>D6O$KCk9p5dA6IxX2-sBQA(bVIQX=hkzev2bMXmD zvFKn;G@W6@F;RMrL8WQN+n?;bs>gEL-l#J~9WEz2LuBA`yfZ`uE{2^U94x1u3_8mf zmZP7mX;}>Gaq`7*m6f-{tsLAQ<>V8D+d{aNhTFrO7muy7ekQKP{&L%ulE~$62|>a6po6l_$Q(04XCMoFd@E*>a&MT~6R6?V`l{X^HT~4x`H5_o+#aXk! z)aA63vxWv28P1w^xJYx>)G)1c+QC^;2p1{N5*%D4IZNW=M8M#q$?eB_P)0g8zUu?et`4*7c8>{6edg)Y>=fLET%)ptUx!!UJ+l9kKojo5 zjPt9}a8~YJ9V^(^KFgkeb#d6aa8%RJe5dM%_6oMOIoZ@#7irFUqs4yaG6+|T0c!Oc z89-L+DPUVaAY3hCx=3Eaf^!ip*k6zt?1h?O_W>!@5~SuNFx7a135}S{r)>&3ZyDcAia!8QOH0hU?MawVZnD1EVwFr6-cSeCIAZtd%HR!J%;pp9HcSt z!6X7E1Pks%u;6j$c?1h)!1O0QK&pcDss~cP29P!(raeDSe*vUe4X|$qX?ieV!O{c3 z`s(HZ>wBFBSa8x37Q8DOQ02R>F$rMrr2rP32v~4jKS;MC(om2#ajQ?a%fJ}lO^1eH z!Lu;N3S?|X8%#$7d6Ts;oj!LkO|`+NNldyhqkaKYchtd@RLhDAFt4%Hw=!5Z)as@e zf8jV>U25WsA2Bs$%RSWydH~ml`szW6OiiiVqHeu6IjkJ3$y+T>)kG=Hnel{>loWAT@K1@PbouOa?y1O$`8yUk7+7FPA)Uk?;Z9|r@>+BR zBE422zEH>#3(O*H+M8Qs5YF2=y2Qn1iy148jP%Mbs6e`A*Rmn?8FNBXBu)Ji)Q*Sh4BGIO&cRL&8O`we z#G91eAq_49;dFszMm;Xbo}`&IE<(-UKeak9`|XXuqA#RLa%1^9&*x^AX~ul1i`CJ& zhwzrUXrDJ_zHnN%tvJd{0DPZ5P8BvT_)A~e|w zLn$T8s3?UHLWD?+WKfwAPnN{k#n`fp-C!{9xv8GYv-JDF|KxL9VmB^eHRUT8EZb$MYibx||xfJTn6V9WzQESk$ABS^M&DjLW%(wt{P zwCJYS1Dpf1@M~r%%+D45jeC^YT2pf8JxR^q<(b184jF>) zoUXl6$2fNQc-pHn((f~!s}AJS3YkiY-Ez`+*pJnTNp(7;{#&!&a4LnM2wS!8dgf*p zUbx24ni&n{>EUk`V!EpOQ487?3-gYbwO+W%QaX@Id8WAb>}AfWp3$v%)?**1W@b%z z6?4HPddK*}({xIYNiZv>wGEjW`nW&59+P?+p$Qu>;2wk~e9AL7VlQrBlWs3~OJFCy zf)3BFJflDpPDY#nP5AUEI6-K_v51o~pb1xklR+wf3gy}O;0lV3$<&2wJx*IacDx=H z;8Blgah>)RE<2a&To`zoa6GG(ybYadGHaeRYi=0MPQ3hV0w}|!tj+mvrwkXd4jZow zFTu#2+v-`B{}>e4hd}Wb6dOJ7eB3i5UT}HJ&}(=+X)$@wc$qFWb&U`Svq{k}Px~Af z7;FTCT~mg>4&zB&j)7*(F6)C z!!Rhm&sb+|CPwaJwMSLkA%1V)<{|dhBsbRB<_KmqU|!o4=EhI z1Jl~yOnbxhZkT>(myvi-;iw@@i^DWG+|34e&rNrgy~sVN=*oIf37`y60qg*%0@MKN zfSrI{lbn28*5@ut0BqR+SHKn#xB|9pgezdnCb({zUbfU%tN)ioKrx^jz^2{*i#R|V zU=8pEBx-vu^i6-Sa_I%&6`&aK9#98p1#|<30F&<{FFnj3SrzpP@CHBv6ak6>zXM7E z<$(7iqQ4%phPB!N&H`)!b^v?8IRF-L9^f#^d5-Hr(}Kf*V890eR|Jd!!GI3{p2#K+ zqsW;(UhVNNS4ROX2`*Q;0h<7FfV}`iz)65pLYABp!`>WdzFkVrSx4}Vl6Ng!{Mu_8 z&4KlMyR(M5KO#M+P#>m>XE1}ojojhsOobgMU0C9K?VbiVuDqL`Q=l*P_y5=b@_+u> z>*c-kj>1dxk3V^XPRU{(*7?WXU;gA+e0Tn_@a{sMfs{)w-_w8pli$PhpTW=luXsPu z=XL$u`+<6XU!eZ^@3ix(OOX(ryw`XhfNXBcc&Ag>5R05B;{>7f$n-8 zq54LB$NmkI%!KSrU+BH>KbP=)j&HuQe}6Z9(quk5%lxR>TiJk{g}rwcTw%Nw#vh@%41Z$tm-Na?Esi^jxB5He2)M zgwLFggh zo`>AY<~}u2JkQ%?@mGXA%$jyZKMqEv5J_jG94?ZpAODq zh-IngiS#uU_m%Y*R^IM()P(pZ=Rn=`y{tTo@g35>W2`G9JMGD7t|Og87w>1}IbC3w zUe9vd5s5s0tO4QW5NCNgJMHP0n`S&(J>WU&v4lt<=C}hf=L{X+L__5^s;G(HoMEi2 zyWxZ6Zlsai&CL7y=|@?N{bj?utrS8dI&TyW&$PZA9dYjY)MvlO#a@YVxrYA+}RLTH>WU);I zN=yw!P-0R+N=$)BU1J}Vm{e{l#ZiF?X46K>SK48r_Agmc7Ag7@5Ku6h32G&d!0?6XDn(1mzVI z@R;8`;CtT0AS!t2&flrbw~LW4JpXj`NZ}cM{Q6x%=T~Tj23zc_h!y%x8icMWEv0L0 zI>j=FVR|sJ>UPrLog{A)l&{M6D8g@?zA70}gx6AAXipauqBb9FIKftkIt3S)`28{A zH4s9!!o}BDrDJa)%HbfE%q32{r(KAGYK(<0h`NQSZ6I#ucKJQJbrtY{U$b(%5DsFm zOTgt2_PU-p?Oc58Dt2+&Ky2$OX>pp5pRbDfL9FIdZkMb2SWP}|mp8Gk_;WB3)r#K- zm*`gf%LIZ5xQPWbakw19YQm%T#kb;Dh|`L|daF1s0o+)_Jdjv|!3{sR%LkYM4od>K z(S}QOYq8TIY&&pavak9|gy>`2WyMp_K_D7n+u1+_{&7+QK^8d0{=hI^e;CcLU3dqG z$^2mR`Y}P)%U41KF224J=MQ1`F5x!blR(&@UC1pXo&sy|Rpd6_2nwx2ZZYwcF5p0; z4xt96KqI=5(+3o$`UPQ>e{u&sGKHnq2??)Bg=WmW}^DIiUaUO4_$2 zI7)ac-dgavyfU&McrH~UuX|NRxy~vqEGzpWazb{TLzZdbH{9jDev(JeR+PGB46m9a zDzkmVUA`lkc{c52&gS$#7|YRhatlymUHf)vvLRWg+=;7aDDJIu<(#>#Q79iI4O!#T zSdm-%M%6kE&(o9gn=8C<#x3ZE+v2l}fVR904p2~1eyfuUBE7PYq(mGrQgagO>EoC7=%rf^t`7EVJr(gMap#D|V^(RJ zeya5s%bc4yha>LM&r%L#Ds4PpB!B(Q(YHKqCz_TIAJ0FUe^j#CI?X8ORAM2z@1^l| z959xTHVQF@@8ON4$usD7Fm8O>=1;brG9b{te9drS-85|Q1!IE}}d zZA58<8=94dMG?rIqKw=9?B#GP#3|Jc)b|d7Wxiu;8O+@B2I_8y{{G81dl*BL zdA7?FnSHjqOd~VM%*ew|bwk?vYPPsdVv(7-w}bWSF_XW#1< zmCX}U5sfuW{j*TFPhX8=*X^MjTi|#2=4Pz>20Z+#mTeS^+_yn%Vh@{Ev1$7YM7>2wpIMNHGPygnXx@g>arl$T;OHwb<|++JslgxY~lQf#}+QoSpo$Y=s0oA5q%4~SfqCmHiY3NHaMa= z9#MVyP{waQ5jH@33N7W7eHGZf;Grv;>T9Q*l2DG_3;ido9npv4slH24#@jy;qW40x zj4pyX_{oIc7|`b8bF++ayabOUIxUv!%Z)Og0tet{JdWzS9A%7#_7@stZWra03+33t zAiTtJ=zswZ(xC4JECkw9EPF)NhK0QPL|6k~XCE}esF-Vn5lz*Gh5XS7Lo1%D4GWR| zM7RxK_(c~%AN)N3M9|+&z5^{ef-A6(U?I?s<8dri8y1oZ4KLuu&)s0+x(sD34Lv7Z zYuU+FC7y~Y#|K|yM~k5&h4J(`^f3x(pF^*TlFCQ0$a9U?&@5rY+ruSRHR;@Hg3hGdx@vRw;X9%v_$yV@k<4) zE7Z&e7F=PkSz9|+BoEZ(IBP!9Zj0?CD|`i3H(zswn)v|7l|VlCHy=d|JC*U4(rmu9Phf0XRH&(l~am{8e?LOl5xH(MMKBW`ZI#7 zc!*@Rk27yI^BfyAC%S_03^DR_Fx8_NtKKe~UR)$j4Zn5EgoF*bg&WZk##Lg~J7O@( zv=aA`w~xCEZs2hhY0}DLd&$HuSfep+r0TIRqJ5TTFF*EK#` zQ1Mhqj2qUd=&$hUcSPSPxU^UT;`+r*rkviM6+|C_bw4ucS`V_08%*gS)i5=sUZzj(5?0 z{B6j56ue9ds$b*~b9w=FC(P7j9j}3zo)SJvh)jy~>)B9c1!JvGndB3W=KW=SArUfa z5^Taqtm2P-$UmdHdM25JdE6CW?=`cpm^qRe^=$o&E5s;cvnLNET6qb7=}eJm#TE%o z#*k=*ETJ`#F?=W1y>1kO8q?uaBvg5VoO+Q{5fZeFAVJF*1T70Zk)Y)z1TE{D;g8}$ zh;1Cu`J+fUGkcmwY%YS$B_y!PhrmYkBNG4kAggQfg^&g_-=> zlLumhEPE&NI5Wg%0D0US#MKbu3R(Vj9W*j?1Uc0pr+*CFIvf0Ykh^D33`812mV`qd z2g}yWM;^BtaaDvo?gKndr~r%1n9ZJ$W$#3m9fjCDMQp~ACAA{1CXk;1vV4nODag#f z@=H1V)*Bp}K!kHE00a&QYJ8BOW(7Q}718d5xMw5$YlwvaXO({T*D$ArAh3{Jbx<+o zS^-v02%p4p4jpinYRx5NJnTiamQqaVh@)Dwp^Tv&Rj3BJ3ff+sD#yw}+bifgl?;E* zpLY?ChT)SoIie*WQLXt=#?aK^=q_@VwsMM51-1`j0%vGDaV!jP6H<=tgP;JKKRgE; zXBHGCC6-!e=!iCjCKA=r)Vewlp>GBRQ>I`8!IbGP@^c8LOre-(=W_T0?Q=HH^gAYZ4U}`foxqx6w3tDJ^hfmSe zP>5k3mt%GA;B6q7GKi;!LPrh=rsDRJhCM zM0o{K&R%G>P3+;^V z#-nB?^Nw1x`Nt2<%aP#^&C8MDBEQRp`Q~OaPx+2~>1AHfYKHxzO9s+>{b#zZFZ&~y z`Vw2^ny|evEpPOq@i=Bh<*+nLcG>N6S^j^iikM_OmF?isLnAi5$Vttj(Rz||7_M`} z=BjPF$S*HH{m+hq^w~q!QX)Jd;E-^PjD~}MH5W>Mjjm%rg{sC$e>^TI&0cm)heTXP zWG$dajj!cuzS8P;(4E~^>ES(2<@8TQaa2N&B5jG$qNK}J`POD~PX#(sPt4R6oe~KP zba+KpYN3V?V0Fh8Mcu2=xW2tLViT-yNAmiw~rPzzV*Yek^7n_px#z1O>Ggm@y=hp>+A# zj1VU=a=%R}1e_q_K@v zu!oq_{M86&EwgSllCW9WhL)h^YD(Ov6f4r$uc`TaWD7Z*9C_Q$=Rzi^96>!%OP?(2 zriKsRQX*jkA&7Y=H`&29a&n}E`<_aSo~|Lgu4C_hJnn6pv=S0(`4eAgU>+p$g?H6t z2{G|G#hv=Y}aYK`P2R%GW=&^kEy;<(;SKH|A{T%$1 z-EQdRwkSp_L>Jgw8KZ9NMogtgAXw^Tb3^O(VO5{^QJRYgnRR15{jGUU)twT(6k~sg ziURuvl}MTWS~6vN@4xJ0pX-CH0q=%Zp<$s{=Z(pJc0Se(dGHzCkf&*h#?Y|1Z1QM( zO8<>trMA1^*!SR4rHLUCZfIB9ph-na8nb!14nJ?``OiU_XC2RoCKod+i^YVvpVy~7 z=lta(#N~)!2SN!C2-cU61}p^p0+_i(h@JvW0>%MjfDypZCBnl201eO! z=mvBFIsk2eR=`I<(ak0K5m314;qE1Bx$Qh$;e*0B-=V0QmqS;3eP% zfB?w6bRjwekPdhXNV#+&{RtoukN}7S!~&u(T}X=pL;%78p@4gUyO%DwX<-7h7EL}A zZL_PcUqG#WenEj!zaZw=oBp_$s9)=T8?vhdwf&)MIjD2_7uaNbbB@8)SEj*APwZM) zpV*souT@X-*}aHg`Z|CfY(|)fNOx9fHmIU?xcSyKy6frWg!PM^aT!+S?z1C0-vrmF zHfM0e0&@?dVD1#mJ@2(6#s@dPqaRMsnTXhpI3UwHY*@2l1-tB6{o{9(!yN02iHJ4G zTmd*|s{seoFTeo?98~pu>)dxC@?gX{8s?l}F8(ayJQ7v#Z_FsBc5IW6|Y_&td81aQ6(aS-{P^WHL;o6eqyc<%^v z_mP!Xf`en=yw>!>u&UvwZ=L&2H^74t=lj65fciB;@Fo}y zI>67>!;YA@smm@ukGsq6RUS*1-J878&KZl}^V&N{R&7-_n~}WJ?Xt7$(nMCiUekh@ zMIF?QS$Enn5)*-kX_Y-0rk9PP4g0G-^#&uVciY5lLjGv*9GPu1KEJPc{=B@6){l7` zt|Q&=&I@ag{kJ7<7B0I<*-A^>Eyzwe+v!lYpoMnwVU3Rx-zbH>dZg zJBdOV@NJf6JK0L7LV#iP`LF4fQc*{>hr`Pr=ykd8?p&^nDW7P%w%@l2&)7B_Hc$-~ zChuAPWZ<$FJC}RZ$3?k1bk;(F+Pg?Np`;P7R8jBhsX^h}i}@(RA}lt(uRxPc?R~ww zr^ovuaU^PxE#=_vTE-5+PIWV)~9vkgxjcq%%GNQ;Htj93iTMl{@_75UrNom zz?Z-f$A~>{ANirlXd0d)%rp6vr1r8uX5^>{gW;i_>WytSYcy*V=~-)%g|E1EF_22s z98<+J){>8v^YVA%&1gk6y!?y}78uK3KY!ex=e3}6tn5%D4S2q({%3SN?Ceo-5DV2Tx1|p;hVGCw|ur*WDb^2nVB9DvFD1|XZ zG5%nmT7(U4OJGsL@Ac606=L0#=ZT`9%Jn=x6R}xIH%MqSnlwY9$0lIcb-S(WHkIyn z+hZLrBG7N^yl;}#^st% zPx_t-eS%fZtXAadanOGvx2o8;U!ffWs59y0GqS2Z<#H*5llv}vdgLpvhQd&$CuRo8 z+z?1kA8)5Iho-mP!mev`TeoMflH`o0)?ou|$ZEwOF~Yw}ZD1U@;z|587j})d3s6FA z(3mlqrOc^I*mWar>v|_Ymzio4IONBeZV$6b-lrlT4U{S1Y~JLBL{KyNr<CWiX$- zk^1T9o3+ee|DSsHTqrpA?f!K3`>((Hrysxbr@#J!*Pp-sC0NE%_+4?V?epBQqmH@f zLI(530DOxUFn9&Os6F97T5#dR?9MefUZ=*f3Mr_z5I(Vx-w{3%_?P3u(pm`o3(4;e zD%)MFz-|l2hjBPI_{UODaiJ83qp7E)l0*%pKkGjVKy zM(AOXgE0xihe3DEt&gau_)!XwUx7l@J8fk<$iehL4#r7R*$#3rrjUc_(Fak3oD4Qj zET}BV!BiVMHXP+eWkC+6x(>wM>?-Mfy-WUGUQ-vq?PR;2a_!6*iffU zPPT=ME;$(m7cFw~F~^46et1*J!EAy@ZE$Q@^N4zv50wQum`%ILl3L1kkb~I|9v}yE z*G}0EaxnYv;7zR^8}#F;cbA~DAP4hkFIf_DFekwe$G$7`!C+1!px2GWEj6z}L4?$Vi zcG{BWZQ~KiY0@^mB?63e5~M$@Vx;T3{NyL20}xSwhFL+EmY<9YP_rUL$~2Vm(N3?R zZ`(W@W_hs7LULx;74}ensuYz#ogr(eZ*O3&?Ya^tl7sJ6#^>Ovt0K3L$9_^g?by4B z7I}7L|7%=ufZ7>Cq-=v8yvKh9-Qbi+Qos|nQhwq4I3X9|TFvH+3Wb$)3;D@MEyUk7 zA~X0HYd%L+H`1hK#!ikH3gW8Fry|UIP4T#rG<&5nNiwnhbFxM)iz7DRnypEseIi2O zfN;fg#5pOA8Ck#dy|s|fJB$kYM9N=?6HA8EAwn1deHO4c~4KW39GA+x*&W&vLc+#Jq#TNV=ghHmSW-lGLk;6 zDn=4?Yi?e&p7J>{qn6^0Ce4)4%Pi3wv%e;6A|=KN5kpwj_Q@W5OSEbB%w!Is1Rk@& z16Qc1LmIsoSSHgz6fGRz`MQrm8O#ooYb3_M9e?tgd>W;eGKfqOY8;qrmolrDGm#*r zi>h1>R2bT9R>qe>-}xr%_#33Wq$y0nt3i2*bFRGf=Icz)eql<8T8gx49>RnfnOf^J zbsXa^t%^gtPL4k*vgu{gcUO|V<0$l3mZ~Xs z{Vuo9?@$VSZwr+Va?qev;~1itz*qD^1&18ecf`e1Y9k1}gwUtJaS;KIi#18t8NIUh zEj~#MI4*LhL{(BcdM(LSQNVEtoyT$cCnC)EB$qkb3vSF$4yZHQK$eNw{;gn*Xyifj zt&jqmcxBMU#mIjO@@iXx_jzG0BP*$~qUFcF#PB4L25TgPPMH zgVRCIyFK8?&<4b!pAcw%aIq8%)P!9w2-6xn~Kpn`=zSjd7! z2>~qrQgI%!KzwwUn){Rf`u1Yu)!@7;PkH*+K2@>O>Ki)Zo@5qt!M=cU$78| zTapl`f2D9Z*5DJ?1G8u#t#rHqQ%Yd~AzKRWbHa+)rT7VA|1d!Yk}&feF+=Y8YXvNm z(g7A>aEmQ+%U>#9!Q-xi)!RT2+Q@LvkcEhy)CBxWLZ)hb!uET>FKCmxd~3&TVKDoI zn2jK2lZaWn2D-7ob$vXfZX|Gh-z8g?Z~dmF`Ipee>&KcBl$d^~DIvoz1f8#;%Yyl# zi`N`M=Sxiq;p^Dnbs4-_dDIG_`9Mqd^BG8*VC$b9f?K~o{(X`v|C4nygEW86Zz?xR z8aBSG?k`1>Ij}i}(P7c--Ye)xj2dQnAl>D@Yc6r)Rch>iRwlhrktTyzL6S8r!du37 z7O=9Z9Ypdshw*2X(%Th9&xdo$mEI8O+!NpsO;TF$C2ONUaLYwz#hu4|q#G$RFUSf0 zhfp!{8mK*xEo2$X>MzO}FFX_Q#KscGxQVtGzU@-sSGlkrIhMdtf4$9>aq~c-q^_e- z*2>HiZY?*wur)^GqT*)UPuY&JJn_PE`q$qSyAUlxefn--kERi-GYLNoG@dA`P&u~2 zNyw#;AklGkmct@HR!Ab&)bI*2%;A3qy?z1BLGU>t#ov(=h#O3k#w)eoGnhTi6_n^7 zsr1$Nn3pGnsRXhjZNV5H8Q$b(ZW(w>RbxzutV+h}`Ma4nID~Ig8e3m+U5Ih>o`h05 zFDds|8cX#;n}8>B>D7v-tu0fq4L0VO82gk81q#FCKy_D04-T{02G})S1vf~1?_`w6 zP6psiEHE0FV=<|^dsjfYs$PJRNg^hv+1vEiuVrMCiG6AI7{=1l_Ou`j3tQ>QStcxb zCa_73dy8Vl=)?lqRaX%b&E+`~&FCuu3bcKecIVkL?r;&U2v@}r`drAuWrH?2z`~|G z;>O5FvNT8Ya?4UMn6$ajMDDEsWn*L^TWLG?AT%ZzG<@V_^ zuAZf&@Xi3Q_NY~W%|mVrCY5noR_eBqJNq8@p1tl!I>-X8mkgDu*4fI`(TOjWskYCR zsbnGYhCI=|_$#-O3RvG0qyqLB8~P!EmnvXi1qCo(w4CtnpxQ{z*X zn4#$f%EY(C=Ci-}-Lu?S1@tiR7xD}YsU)aGv z3JA*>gM?)ND1_bsri|D|G3JdAKTn={X^Y_%a=|Re=cKMAH-_Y6>5tAe;P^qciri=n z!#gnK7IFcqYYtFdX+U*#TZVFxenh36bZp2C$LAQAW9iz;wBvipjSMiz?IO6@E7O{G zlN(LJRuJW4A5W!0N+mZ4pW{-2%|bgiNP@GImDsGMC>Ou?*epJ{z-TebWj~C#P%b^- z3$i?>3MiMPa%`43T;N7!l#30FHp2x*ke#swH@0vitS1a^J*viNd7<>jJAmfg6iTtP8B>`g^PktmZn5U^SXBg4J|_o9r%v z3b=_c$GX63;^9VE&1o3HYEHulR&xy8*uagjnh>}VRucjvSdB4^fGnKSbDdg@aDdT} zzA4@W{9h^H3!ewR@EwFNjD}24JMe`i5WcVpq)` zhn^zCCG*KRR}l6M_UTR+mKXo&DVBd*8t`B7nsuvWbu;3+GNw1gCGv}YjUsUVBt8^F z{?P-{VO#1R3Lnms{aa@6l~O^+rs|?hjZCpc>*BikMcItLVFvTL=YL$3shO#ouEX>S zd@Mk^G07Jo6KdfY&iR!YyhK=Lyy);sDg+k%KoG9N;=2?zzcPbY5G@8CJe~yJ%ai%c z;90V;P8AZlD2%^9T-Ca#po{A6{e>AUJ04sRA7{-isw_(yulKzrN171$QgJ#jL>GdJ z)9Ejynpxt?$?v$qKodU4G$(kbRj}HQ?0P-z-{L{Ss#6J(_Y?Poe~Gao*8pP&f2ILN zS67>SNL4G+6dsXFPrZfHcJX^`{`$sdH9@M{$>-kvY3u~gp$cgf{gB#Z>>M$e5P7~q zFB=MN>BWktEiLb28%|mRH(0aTu_17xD+JGw6~>)UbUhbsfpP5h`^*uB%#AS4DbXCX zKnI2b({~)2bpG z@h3nR4g_w>qCrDo*&yW_ofc}SIk1SM^Uew{6{ZNf-0~{>|McKldT?pI*N~^1X?ZQF z9f?!$NSxA%#3?-xr^ve>LzHtHm;Nk_K`5!;ZCpCdsQp*zzs|3Y^}}DL#9N_|2ESD37*HW4eK8hJhQooCLUfA>SWBdIBwyP4{nT+J^)+4+gRRUg70{a?@i{mO8r<7vS*$Z*})8|<_O1pv#s;+RN7`H7j=RebbV^UKpjN`?Z zz?Q4Iiqap1C7}O)$**uj@?(k!ZI^KuS2rW+(zj3B8(zI^1{=p>CSSBPwQ z%FAL8e|ChNR?|bF_hB&W^N8l*o2j9efi}0x5Vo)476y`BN&b>t3GBJ2+Eivg5y3?b zn7#{}lc#3sBuA|RZ5}3DFh^&zE14ebS3P>XJ&^rNCjxsOtER+fPEQK*Q;h08rjJc! zl}@@t5z7}F>fe*5sz$CEgK8D4Ks}IcF!d&Vc~^&1OMrd+KTP~3OEKfKSRQxeI9|3U zO7JFhL~#fdyFsxK6y2Pl&;y0?4_sRtRVn8Cm7ht_IK}j1R4qyXxuSifT1|$M}0oDL*fcT087B)cl@&uM*Kq9~w zU=7d)hy&OF-E0Y)N&ra!KY$HjKR^Po9MH22<^f5|61e@AB~%3-U08h_T7LIk8tYw_ z9X95?)6H43>D>jDsONqSBeoluX>M-&n%<4VyO2zSTkMt#l}CE5VAu)5)qI6()}mEi zdh3_u)w8gU{50=37kIxrJ%5(>TV4;m-;tl@{mwc6S>Eqw=ReE){k-y@xc7`?hWt^lyV0K$J@ca?L^Cfgy1VjUj*M9T zt4Y6t<&BqUOa5I+zhQILwXCed>K6j=Y#qr> zP)f{Ig;th;KO`7~*IR~!O|QNbkVfPig}H1jP1Q6k{5$v_bnLP3ndU!c!G*gV$mJgU znE-4*JUyW`OG$x*gr;S<$iM@yey*0o~PfsLaJ5_nDwF z$NBwA|2@alCwM-tV1?aHuci;Qc*M;zfIr!msWa<}j#B9dsq|ljpJcIH+xwAJGO{$8 z{&p`7NR%zdEvPo`ki&W>bJSp@FUU0)r|)Juiah5?*J}aB05R~rO+aryLoAnvguCK& z#VPQKn`NW2hGqvs`>mxb(%ghxc3~{TRlKrAzN7t;h` z8_2uf_G8Eoj!&1te(H_nGq+=of2d(jMsUfk+JkHx>e-76+!x>wtC5?K#vGm4W)B-N*6PmKBQ`?8+|BmD1A_sJAq1~?*=^{$3FmU3TR_6cx%^%y|yh1bjcJp*{w>I`*`FYCDw{|Djs zZz-|NWsC7+e`|qoh7kj%=*_=j6@TX*w-w0!IX0i=dMt%sR$|T z_(*73MqVkcX!m9>IpBz6gO3h5V70Q{)%REtf4pD|D59tu8&L|;U4&b_D24MCSP=!3 zfHgLTWU%11d?`JSYW99JOPOvYpf; zY6sXz#Zx=L5731>#Fg!6z&eI%kb}Llo!vufhY?(2s2$EQ5k>9Lg-bLw4k|^#d&xSr zjtyK7sc~CS3WZ$+FmoeX zBI^KWxegqdIyPkJkaakf?LyyUEB*0d9iWJ!#=&Zny9l44@}q-M7gE46fnGfU#Ole{ z*vdZOSu!2D zypcK9FY`g!bg6#nbg6F17vL_R{IlcA$$7`#{CV}DxdPDFYz#8|vK#xG&DpHqWn*|? zxao&%%wLwXc)DoUXm;P9{vYE0!rOIryKukwtIE+Ir7+#MY>y3$&U9xmHaOMcZYiJK z7^};_?6HBy?(SfxP~}Y9!%dMO$oBsCme(WE)zg%ijNMhy`HT)@7 zw?_0xxYXM?ohN-g3U`>HsM(V zqRB}7@|F9m-C`iWi7ieiN9=vvv1?~4Q+zYT1b?+HUUDETeL-bhBlj7DC1!OQIU80& zNlDez0#jWRB8N~;`2Tp<%k)R1Ke4CmqLy@MI9!NYBV=q7>&yt4k18G=hY!iw2rY7VwBe-6Q&rXV)Ktk0kjcMqMm(tFHm$oP|H}7yZg?F4x#HyUi>O*FM z{F@KtU!58t|8gMYUkf1rUPH*g!N^dyi)I5fdU!>L{oVvY(%Tj{(Y$fydZD8rp^1(^BJ4_HX;HR1TI842f|f% z8=&xJeJ9w1hK^`{LI4JE{D#?j4pQ^cM3}mNBYam50kX%Y2HXTh(&xY^MX11k3t+bHM*wuyp8>)G{waVzgb(~rkN|%_1@I;D_n_k#&Td!slD?4xAtde@~$lcEMBK>v%!K6^5;fcA3oe}(m zlHez02#i~C`PNh1g4k!ie@v^g3u1dN*7%r~z1C=OT`S*OJ^Yj-E8=#s23$dLwyBa`v(cH5B^x^)B5~8!l@|b{IX0d$y8qirBHaTr& z`;%kI*7?V(t@DosTjw9kw$49Tw*GjGl7?2XE5&$MkoNtm@4rHXyyaJI|4Szqlq|f< zvUT|po~K*QO!Cv`6f3t19+7`~)~q%^{qo60B};hzefmjB4%q#VwFVX2N*gL^oRYa@tSH*m_)ZV1r#1h_5yrh`@guPg3|t)RkF8Z8V-iFiZ7q*Z$^A2MIu zYu|XwWxS9-;0VQMH2Jromrnbd9`c@Ee0F&a&r@5o`uwr#^%t9zHyRKMALDy6FWXv4 z?=UnIs$OP{M3a+5hD~m3C}Pjt42}RmSY>8&@P29B*w1d z9V)O=@}-5O>>5R0!A^53`fRvgKx7bnPDt~QI>GVWJ1&BTuzZOzBICrD%q(F+sN4yafB{JKY(}G_xpOX(#A1ue9iKn z<45QVs~1)aq*ePoC#f2UbO=y#H}~3ncqiB0;i?|^R$%meZe)pNfU=VJ+Hh_+ruJq)GD!J}%F7tDV)P`!sEV)wK00&cQ!6YL(V8icnNi*{Q{QG^k!-D z^pGO+P<{L*FN0$gg`3#*ZN$}Cmw+Wq+(5l}BB0Y-E`m2@0ShLCeC4%V)JJp^y@bxq zU&dv#!{ERImUvftVZ~HF%I=<2M(@NhcTbtIf4$|7peKU|&aXt?U$ZxjkwxV(Iw#ef z_4WeZgsOCELeVqNo=uqdRsZr97vccJ*Z=fGxd?9~|KUIe#d62SWP^wU7rKgG=!Vt!VeIV#q zxA_hFXLS?BNUxg`8M{9`knVo5!EFaCZBU3nZq^$Up(~URZq8|LqnBXw!l|aZ?rG#_ z)Xuy;)1xa%zqNHTwWp^y=VFMdMHk?0!4u~LJ4pRu8+v!BM zK|}nMlGrJ^8TlP!7ji-M60^B|+uabY3I9=BeKi)huwcD{=FRN}K3Q55TtlGpb`1;8 z@(e>U?+5Fh$ki#1e~L`sM5agn`i?v{Tjz#=jCc5)TbaNeelM>=)2KV8c_!A@Irs;m zdD0cguG|9cU5|&9_1iXp#}lr-Xo!df(=K^_`%x#aHjEZ?_7_&_M($2$G1< z0>a7(5N_IkCp3YkAJP1bP_ZvBh9q!Ca46@r5wh za-cZg{8zEa;v5dTe{%rg^pxEjRjP{!ZEW*O2c4_jhhccc>W!-R-oj%x23X1(aoSPs!eb=~1RLlQo*dPha_4Zvb6?+_vEK@h zxgEk%nqcVdo0F-JrO1oZ>U0Z_ser90w@Y7itJK8=!hYyF{x+^vibI^X=25GZ3|!({ zrIv})ZpXGtiHXzRU-!*%JcJFg6Q}7vY?U&EOH8Yj6HG+4O6kA_+_)tWO2ADmxZxD1 z$%310Z~-^V#cAo_Mnar61a92HjlDSSJh(B23%GHC32+1LC5EC~Q!XSBB*0B!Tx-f| zaT?pB)|6l265pD#RGj7;+nTaPoK_5Oppk?<&AP?RF4mW{K3IGHyFe(I z?@uESmLDRIyK|w)(x>x}El=kkd{5^eicjZ`ANx^p&u>xnudBo_{1^6+V(I_ycdvVf zKmMqJlXaetm>l&m{m7lPM2jj?Vqg_t618D-{h0%21mjhX)tj!yF zrC-do%M=Zv4d)MysodUVYM!l({Ai*5TG3EANyf5H!RMb2_1MA~ zq5gZ-je}Fvn6=6gSKL4B!ibE?nMd~8$!wAjw{Fc%qXi{NLIb1x;h;d*PZ#h*heT0j z2KY`f@^CQqV)4n@uTA&&zjqSt!k-rS;!}*Bas=7^!+x^E{Xk`6*1A{3NkKRQP;Cw#|;xvBE}WgFEZv{KFhABV8TiRs+%9=QqBGHMYP?(PwE8{u7V z#?6GwUNmR)hqQZ`kh3z7keFtFld41aK2kP4gxgDM<~HA)$@nmF zYM6VJB0(BH;@_FZ=SlX#HFHtf1+ccKr(g6!fMqK?1FsUcN6ADC?xuyA@96bz;BBod z66?IHOaS-;h8Y+7mg_o5{&@ zE5c9%hGj6^2DAP;ESoJ1yva3(Psqp{D*EeiFM(km45j4_34S`<9p(n!Sum88ms9l9 zSxGWCxRP4)!AwG4j^L}aG7g6EFcgDX7+y0sxE@*a;e@EX6XAvq>J$t^V7N)%NfCw` zFbssDi2O=|kItga=9QPO*K9XiFTYX|hD*#VqdaT2TM5grd~sdpO2>)HSeKgZXHfDw z%GY&*NHDaAp`g6Zi)%VTaVIL>uhZ{!sN|3{nkrP|Ms;a2$u8#t&*VC|9q2*TTO95G zu(s0m`q;f{m1pFP)wLE!_w~xSt*)^cTbD}i-GvUUy^^u^8S4qvQ|#%kzpvdhdQWv< zHyC^XgLv}U^>KhlfLK5bAR6!x5Cw=Ev*l>NbOuQc#q#1%o$*Q zi`uE)g}pC&j#9yuXZhh^lhnB-1NY=Vxm5^Z6s@sOz+4YzJIa>T*_ONq8>HBm^xs?R z>{hW@O40gK2r6s$ORV8vmSD~RbG_8zC4Kicd~&V$b4bDZrVA=-KM`yAw=rc4SE^;$ z!8)nK%X;r^IOkg7pP^t))$%4>>{8*60rM`@o$8q6 zr|R(ES;(an#r#21|C&sBMxSqgKKr@defD$HdG=Ft+7eTw;uXZJCMa5bP-;hjQ2eva zQoqQCAnB2Bvmu{j68jV1o(}#+);{rblREKFTQs=ryzKvhQ^Eh!jsXAu0P~qgHs0R; zbIkC3T~kZfAT&Q-LEj-|@_1mz1Iz5kwt?sH7)R-<)KWO2X^m1$+r*NEv%!}}OMaZ* zl-kScuVqW~#UXtZS~ehgE}k!`mA2pyqie_l8Cw@Z5KT{d@a$+zj{yE2yUU|k(WMKA zHL09AF?S)63m z`_5)_*#*Yz3yfiLNpDd|ijuje_~cEgkG|}{*FE#*L$5kL@7_l$PEl_)MUZi>UzJb6 ztQzdx>|J+bW=1KY`gy+7iRNed>M5Qj`K~G0drabhX9u~_vxL$qR%Wsk(vr#%eMP98N zpvSZqDUy?<`MmwdTRA~Y^-_bw2^nf9zNDNXSji-VdPfe!o zqn$6ETHiP`yNt27Z)&f7(R|iql?g-s>?=9nJl~_IOqS1ns-5rG~6Lj9d4&&j@W$tFzZH0tH+uok;u(so1pyj(ur2i2X;!Q zeQNuBin^<~ibRwtIs9|20}m$t-sF9~J90?zNM}InNd=qfRd3`O?)R$ri(a^pO2@vr zs~Sf=K3BT@jr`Ip-I0r*yJ#*tsgQVadz9|(dsPO-T#wJO{n{q>*O5-{)$`^F@g?8) z`^NU|W6iJbzgP9YuzeX4G2@T@+aZz1ru1|E*06R{dw*wG8;9248rF+v$v?l)zxXz3 zm;e6y3oZN#FI+UQLf7Z;?nt&@*o6Fhd5@XoUZLmnaMNZk z(eouY6Q-`w^Vzv+rg6l9Wn@=(af0VDOmnb*ubG}n&~^Xbj3lCPgnus_1<9E}_u%89 z!7-4+d&r{)#R=-#7-bQ0Lgz!ehod+l@fb!q)W7$Po{3f>-D4RKZD%qu`T%(p@&{(O z{Cl&LiDrArqdMY*aBWOsq<=4uo=Msxx(5%BZ1i=1!Rm+f(yV0S&~hGG;RJfArC!td zNPj`CV;F{pxTDema^UDOjOA8w$CRVwzzup$#}APMt>8nG9LNJ78stE}(?2b+?Y_ z6sKjx@VTlf=5i=bmn}-CD`an?{SIJbnz_&DhM#PBi@qb1x9H7A*%J-zfXC!Z)NW)w z(eT#v&N9fIM5ki5*+rHMbY_<31>~QO-`0?HOQz>xAR-Dxo3E^vlYBc;b zA7DMzDDrI+uha^6DXG6p3cl7U_F_2X{e`lRN>(x!+3*W^ma12%5DJ3o)tjGa%W_m( z%Jd|>&#O?2dNLnESwtQVICm4XO$w?&XhB!lB`?w<(inTL9OEcowUv_BA(t!E83vgX zhb3p?Px$Io`4lEcPj$E!DOLHtb;Dz3X)>3e2&{cLz^;9v$jg*Vq?%nNdaV~EP_luI zQIhkjrTP@T8VqOn$WwA7$L2QO=vSqx=CjsPhD$d+>i3A5onV`SL#{~f0aVP^I&a;8 z>%m&j8v)Rr`Yv;VBs~0PHf0~d0n$D_`A)zkD;HCj)+N<$>{!`xT=v8Ym=68nrx)|?XBb6ZE z{WCKhrAU^jBubJFb+8Heb_qe9hpVU5_&6U#Gq1j!nxOlPj0|;kGvIJa8i%)r|neSVo`>{Oq$BwjmC%WnNY#tR01Nj&u#;)L>0% zh6)W)@Js~CUDP3q;RwZ@pKCt+MxqYk@$ei(2m&ET4utE7rrj87ETr!QPecP1srKIy)J11B z+if2?0B_K6ZTj@T7OD{+d+_-zw04UlMW%O9ZHhqzkzi*l!B46iJIZ9*eUFrdI=qBq zz$F@Q&q;|Hq0iNt4gv6y00f8*;2p^TfauB4^~J#)3g$8}TY)(f%)oYhF$;h>5X_}u zhV9!DGPrVUq4yc+y$gDOF;{`v2FzJthTh#^b^)^j^p1kwpUqY<_73RH59XC%UIu1A zFvC`VWhX=(znJfX`3RUdf;kw>ufTi?%rLbb@bE8YUN8f&5(+F#8L%o=Fttp0xFPi3 z0=++*(ZImq0e#U|2E7N^M`02@@Iz36iNOI1^VMN1IQ`D$0Dj+I{Q$6_rvP!G&H~+% z?F+y8S5+v&y4*z^5d7s3Kri~QfQS)4DM}b{KY!zY@b!{^(Jhw4fBd2?KKyfAboj?s znDO+*zN*tFpGf@~!2P)(Ci)L5^IaeZsLXeP+|s8JZOuytH~t5l$j$!LxUKoy^RfTW zQ8eys<#In{czW9Q%TcBEDR~oevLXmP^K2N&?Rb5ABDX~euV@Y*O}W(d`YLXh*jSd& z$jtnS++|$G*m~!tHS(W{nTMsy+KlLnSne-Lo|lR%_gS&MKt}mmaKeinSW8^;+&=Sg7q@#g{}vqb636Mc7%#izQYN@26inTzUw*9 z({O*_7ut#DCA~6oOSN1}jSc`enJnQDb5gPl7J<25zoSQ7;-r71o0&`coInp^|(6|V9@1?np_1N_XF zu-4Ig36jz=-d&srH5$x(#55)r+onew<(SWNlxzh)2Ej(mjxV4ycDsvd9YbwrIiTvq zoX>&mBnv>fX?JmQOCxKQL}_--WUq=R;4G7$%T0Dl!6q-D$b`}Eo9!oFg|jQ678Gq+ z2k4ASRqJ5HbIR3^Q+vmwB&Q)PF+3e;6UW1tW2w(op4 zXQD_4PT8KvW1=OQ3+PPRe8A+{y4GS4!ax52^=jo={U=Phxv4$pf>Bv4J;%vK}Ly@+K-Ml9y?Q=n>Moq|7!)g$^@ zQ0+xjw-MD_Q0Xj-{;v&DBBF%!O+k8%A41=gvBdT^p1>tKR4)-#52)hSa{?-p30O@i2XHgX;pQQ5GycT@(yRi-5>VU) z#UW5Q>k1=`4Pp}XH{NipN&G5ZpPxIoERKj?L{2@l*^vq;&HlWvgbnaBOLx(u7Ykst z76lR$FMh|@c>ZZ!bHkJEU;7~D*RucK2N~vw@c(+OZ-+U)`q%UM)(57$iM;&hIsf2; ze5EyMSHAyVzwkk@qF3H~zp_RD>T562iJRw-{*@2lNuGBzzx;eM^k@iJwIEf*s=PAC;^!IWz{{dbDAz>JtG&&JZ@7CF=`CXk$p~@jMsx%}AgR@H^ zsj{+E3!ZOzHoPnvQb?CNIh362N`SWshVA)A0(6(^cU|1Wx>Dgp%_6@A>;_O9&k~uL z6)KN+1?Y}u%>Ok<@@G;ya)Ka7dXnah&0MEZlm2WfhJ0YK=>^E?$gVY6B&&T`v3|&Sn9*c`4{^=zf?z!NLv7J^J;)s z*WyL;#umX|mAr=MOgUC1)rq8VZ0BYX*V-Yaj`PvZN?P*Ki6&~u*Tz)8ykS`C8qPJ9 z6rs}dm~o*(z0gG|d?G1Wx2HIHo@rL7IzY+mf;k#^zom+i+w>@35gYrj+)aOj`f3%n zF=^On43g<;%q9RAIjvM+}oPwh?V^g)>AK{l!AL{a}e@lITS z`hxlFg#TnO597iX1h^@(EFnRR!x~7;$x<_EG!z|!F^XJE#*NhjY@Xhpdd$b^xsG`i zvA%>abM8by=QBQE)fG_9DizV$JIEgAPO3r3AqrnLRw^2$I=7)`zHHaB_W6Lf(od(ffI97!pZP1N^v{xCGY2mVzH=`Q=qqSDFlL(m zH<<5uuMK#)jnfM*d$>&CIs%sxTwCB0f@>vQ)0AzTeUxqN1D4@Shcn7AGwZF2J^C`+ zl-vxr3m0q|$C~omgP8#4HyP#EI_s@oIQM0~mvei!U8ul*JkV68uXLNBqh&Zp7MN*Z zw(a}-tU$r?fYNP?V=`_%vxZy#g5^ixHVAGl;Fhmo`O4C5Y`z({o}2YOJiE4Fa|L-D zn-km`!7XpW<^Z@ghg6d3JTdl9eUf_ROUpu2Jdx(}lBON#%=e zdj{cF0d7|nED3zEO`|paaIH+=T^Ejm^+#W9n^-l7dFAdFbeI(HY4RzmiE($ZO*q`E zbBy>_F^7`SlB~RKbX7kl+1)zm@VZP&!tHv7&hkEtSobqcQi zaIGIEIxc~${S(o#1g=MLU4iQqT>If#57!d7+J}g2^z$Z5&nOWtZx=S$!yAPE%b$Y2 zUBVDwPRH=Heq8?4c4sQ1MQx|fX$ zknQZf0vEoz9ggIx6O*giv&p+p)jiIzRegYi$DSTdQ>^x1>xhtK&eh8}$@p zO3#f8LA@mPK2H;-GNItawjBeg;+8MC%}Y5ry>fxU!M3uZIv+9MwSe2a!8m?la0ENY zhAbOSu_%R8G-lWIwK~;KSrwQIcRC^D%^W3YqET?1xZ213hL%K48Z6?WGdc&6*R-ln zg?Z}$&Y?Lg4*%6bLRAhFCA@k}E`?pyX-^7qs z$<|yAgvcQ!VP;)hxuv)5Z-zRWmo}3p858vO1axw0L{WwmTbg$m_lp~LCD}tio=c>*sn&3;hNc;2DnfO zNwQ>YKD*NSOgb92s~HZTqU|redV6Z`jh1-Lc~{UGh1VC39}H z3YskXN8Dxsuo>JQwbSPZB4XWw!<4p zzsKR2U%k4375xinW}Z4aDf(OEqF4V+EdAoqB(}2efSYsTE8ocT{LI`Kkog|Z+d?_W z(rY#o?(fA^uJpJ2aLgp@BK^SzZdyt#@dGC}&1(;)QkI8il0^J)h%7BDPRP^6RQmbb zMeCUiKcpKe>6zR*K+dk$GhvUT8*S#HJx?O?YLc^;ixUp$V7B`E+f5w9Y+cJkbJoRd zz3Ok5tY>mKo^GVTL)(!=4AUTIZxJU@_mQ)W^i1$a$=QF36GC+`sR90W9iWJ%8*SjB z;gX26FpMuR4=v^>c~l*4VH}Zo`XmFim;HOSbTBhw;)FCHg6y<0-VWjf$vFBX&^(gh z;|zva`s5+_cu1f0Ng|S9GR(*HNnUY+Qv!Wb20jw$ldHrDgOBKw+r$aw`^c__dM4pV z$*x@Dgj+fo(*XZoIw)f4`RjRT2}wi(ClAe48)FJT3mWbYkzJ+533y$Msh@xE13eSk zLwdflo=NTjvTLI%H|?m;W{WvGD%fSb2YHU-LKrWODxaMJ8tnlF8xyIIwKc@%y*` zWQ=Cf;D2@YznA0Dw7&ZG75agKD;!DLyf!%)j-zyjeQB^)-oAo8Y52KxHqp-X2zTaC z^7=83o{@r|VViIG8+<_hsglPFh{*zM6ZZ{&BV&=p74bcFW8bu>MVwdA$VwXkAI4YlhFbpy$i;CZHbTIkfYP^{lF)GmISX{jq^I4IEL^!Zhp z+OQ{0pMnLjNU*fK>(QP~M=8qj455$Hr{c{7qT}t~YJ8<`&PVSM%xD03S(zbfEkbKn z?~8YANQ$`DDJ3{s`_aTYUeo9^aI>K_uLJ>^cl6)_^KGSkG^M@;Zk#_;I0#>(ovtco zQ`DjdwU2y=P*iOTsB&|5f_sbt*|mWo0qlivVJ zV=+A<%`DwW8l~2)P-_nM_MKo8X;m!kA@cSjtDj$Odf(5C7=yyoH%SyE_fb3>%nN_e zKP?cp>=WmCo%uT@frkMocs)SDy7O_vv}rM{*$V1R)>_`|;2UIv*ZQk@RAp|MXQ)%6 z6sl4buW8haei%q(SJOZ%)=t(gzd85SxbgL%BG>WrrRNHeN>Znf`SPOSs|d-`jIr!Ubd2(Z3ooG*d02Sj)Z6$3lP&fM!>Lvi8ZZd(o(MG773ZQOE z-vOGl8$ok^m%90i=KQ$s8d-@w*(?dGqkmX;jjY6mHPzp*yGAsH$hzwu5TZaRN*xb; z;*DrNz$$A~WVv-a2+D{+2LXi$Kdie(G{3#>8d;ky5;&rG2mc%EuIJZg|FiCTegU>m zA|8;UU#z>HUx|${K{VDgPu3N=t^N1KyOU5Ox~wsQ&-|wf1eGK%C$Sn}Q z_S%>iGCZNWSf$R?={IB zoZ^n>bucf0{T(`n5rv6Z=wd`+B5`_6%j4;4Fp~{loAv%&?(e zlNY#%#L+**gBai+5u}S5ULo$NqCu`qOd{q9i#rkykShU>&b#6taTq?pryM>m`$tH? zhrfTs)I=OHkH$%^ECj;X5xD`7_(P6}e?%iF2F5`#3H6|J=CKe{63B%N3Q{1OE5cMLjE6 z(ej_M_9*vR!P1tk|97^FNlXv;vUd1OT40st6=bawvPsM^#!;n;L&>~t0!giqzOpY8 zYW7kVw-$00yZ5lpgD#i9urEnM867vaQk3s7qLVOMZ$IxBv!d(Z9(A^b9Lv)e+w~rA z5BPRPmBQ-z+F+5ZddvH@HoGiLMeBfU8HSBvuA4=2rEfi9{0ugRVQDnJ-hQF?_L29z zi3)_qWjS$$AN4L_PD@PV*wR0@x})iie!3rFk@dca_sQ7fu1#qQ0|qGOMXcxUdAgaW zmr%cEzM%5$CNcByi;t#^kLI<)Q}u%?Rb)z@+-Kg!QVSMGL4@VA3SPjw)Xzx~JYln# zXTl5*)-lb1ddm`F(J>(!Y!;)H;%U)*u4$)y)jFx`LY=qkCFCt6Q#?;Lvma+aZdYO? zS|`9f5_r$fg!v#nO913Vz-qFyq9Ku@!;ne7 zBU!o=_J~1BK6oIW-APHk{(Z=joXD85CegD7np2 zp7x;dg2;pgiA=5_kx2$bCQ?Xb@)F^Jk;r5_5}DW_PQU{LHv0n)>~o}S$iZ#;UI?SH zZ(Ir<`)EPEIvw8ii8tyYpNvzD2%qNKaZ;NEFrsS$iFdB5HND&` z>Ub)SOBOH-LBrD}fm?Rb)p)_o4rah-Ujjb+7I4@kz+tt4myHKrRt5eEU~&?G$$Bs~ap=thW;QS{h2EE;_ZKsaEe^dy!F&kJ8^8>k^l1aPoCMsm z-Yop$WxxPykH&M!;(!5GqXGk*H2M05AR2bSi|+w;SZ@ZLa9^GN|BYmRGXWz0{YEl# zA{U&}*XI!|-_0K5+`ss*OV#pdQ)zGOnK?hr4J-1(%$K|<>$^YNR;3f-+5Wd5NwyU-Qv~#L5v-^yB6r-qT1l{c& z@YIgTi$Q!|C2gX}ft5Fk)p2jO57ga7AJP{y%#IW_s^S{Q7P}+IRigX``MeSpX6TMv z4d3ruCbDDvcJcLk8y7nhwI@5CoqN04+qvz6?bp}ASK=G+A?MT%S&LCj4~^Bzs&_}Q zR9nW6lwX2v`X^7h_7pc8jU6Z_oqo4=>(oPJqNs#4{Y1W|RIApMzKBrotV}2UvC1-% z;X7H0DYqu|?doUhDQnmU8fUzWt8&X{!&}Uvj-Ab|8umT5szi>nr2ER{sj&oj z+U7)!yp8-F58BTg6?+#5g~<6TXeRPB=l+7K+-gxBpS11eqi?s+bhBp0`0sZ#*yc?1PEFGcN}SR* z(=4-0f+|0G2E3~demK3?QaCrO>OxbMf{m(H@TUT-p$|=}T)HJ>_|fLIp1M^m7%(M9 zsy{Met#U@ml@Dq?j)cfzt(a~#OPoz%&G3y7JBlFzWs~RDv_ac`K7m zY+MtgH9Z&au!lCDI5*rnCek0{Yebt1keSUoFx5IKG8r^YQ8g%-m1v(#n|m-;?OU!o z6f;MiD_8DQot+q*n~6z%rAjNZXP+FL8=RXiC&U)5NF#lE>HlmR^K-!4s#TVSJY2Mvs1pgGcjo|F^zLG zWrDdJ>Ca0YL{lDN8dpnLH_4Qi@#S)4E-rP5Z;xXs$dW+k7`hSUSS>cR$&_nyJB6V( zwQNy5{M2yA!KZ2Z4Gvj-%ZIEDCr-ZGBB8V;!fL~HtE`mz^!Bt4$y@eeJbYo5nYGU| z4fXYo%iQV~%cG(LqNkS#A`>9saId7^oX z#0tdeqH9*l%5;Y?oXY1I1_LOVlqaY%T0r&Ky`8m7vb=taM5Q8h{DiH{bbfj+D`oXy(-w(h zMcH!y!K%v4%mPrg4S*^eQT0_#%gtHckFdJx+G%a5VcNPy;&E?;m6eNkR?0W~ktt_uEwwg$ z)d=%&69gwmaC+wO=&eJlXNhBSbEtFf-JJeI#m4fDZVBzFAr1vPBl@K|redBFCmRXe zq|h`6gF~%{XgLyOCo8+g&`-H{v-`OidJJ{!T64BfBniow(_$}gDJ{K#N&HK)hr68| zdHLxL-P>!O*gicxy2mV~@P(Ytoj3B_b$1>-EfhU)AwnJZ$t@_P!$Bmuyirx>Uhbtw zJ0w}ph*g&FHL@N4bUTdRlpFW1@qkg;aORz`$){eA5_U_9o=L7L*DyLXl6f~wpz!IV zgoBbh&m`BDA2li)$qWut*xG1AX*^~mKI$A2rc<~jAwgeK>x@`kxt`mbaD`0?3HFknXObJs&5hWYJMM**6$(90 zaFM)qCb_xX(#W5=<9=9=gD0Bq6mcfGwcN&tZG6XrFg8-;|qoJnSsI~lP})Za=tuc&!g%slLkPI-9e6YgOvg{@StJk7)M<~eV4s>27L zaF19iZRPQn*E+0WUiU`lO*r!j_h{Z)On<-1Rx9s!T8B-|XW!`5hcC+38|&D;HNo5P z*kK2A;kP zwY9WcJ$LK8VXnFzGEz9lFtiwK772PhSSV7x!*g)@Ja2<%D<$h~OMyx>d8}o4XiF{= z8)Q>l$n+dx$G-LS6CG9WU}^>hRiuTc4}8)vFq1ZMHCaL6Hn@hrguf|4K|f8~c>L$~ zJ4aPk2`Qt5#h5Q~T-22(I}v!@oN+;#WtAv%BQ( zb65QDefw`Xoc#aB*%a=B~TeZApz!^58}X zJ?!BMF^%nGvohFRu=gEL8R3}Q)y%;t-z)Wke-sH8+HNT|ikoDk8YGeSj`HBrj(K10 zkpn_d4eIyCnmc{Oahi=5<5l#86GJIyIxt2TBJ~kbEP5}u);goS2l|A^ z=QnCA1#gbl;I3ZpnZ{spO2{!aDTAf@(j=R_V(OR*Wl;7wRqi9nu&`w4u75uIZR$hE zLfa7BkaFEJO5>DBQR}f{Mlwa5u~TXKc*pr`Hh;a?dHX&8%a1FcFyRELbpI?*>hbr7 zr0aCF4Q6dZ=lG+eQg*1k5Dh_NbKUp*$m)C7;5dy&_uy4dQ?Hi^rhY0d)csVD(Q`*% zxfZ9cKl&0UY)BQwdz?ZC$zp`Q=QKrzMkfL-fC1Ps9CFe?mZZA=!cBP>Tw^I}h2 z1HFDmu4i{-=}A3&n0Bhs7=b#dCO>;NwZ(#x8^CD3@U)leYtZ#9NnbgB=93s7mF@Jd ziGI_`M)tnkwE;bIQD{r)#r<-NaFU#APL$jc1~LT6fRD;#i#NIy=o9$|RmXnBlG&lq zqKw^_eMpch?x5GIvr^t?H7-r!noxnH&r?sK>$aw{IM?Q+I@f(cMI*MCWJl_~m3uA< zQ{s%K0&V+caoMfu49P;HC94$OT1U<^EK`#8^ThJ$+c?(*!9pZFis7T`vbqtB^DYLdB(6A`23MVqChm9|Q_l(Q1Rjrn+xf&wWfnfcupe!~}8E&ZB>~()M z3lSQBC3NS&bREIe140HO^a@8v`ZZe)TV;CMlLFj=D#PCmWK8U6QkF4)TtN9yex6zH zb$<|?SXw+;)T^&BTb{q(Nso$<+rcQz#f+@HFc>JLtlQ!#peWfiCYZ`tW%x;_R1Qhvu0cpqR%sqTQ!M^Gy>d<{6D>?`g)x=2qin1~WrJEN;F|LMA*fRae!| z6ndYf{xv6eg2~+Y9DQ}cX@vpmQ#i}mGq>mHThkpEmD3Z>Qbm2`PjK2xm`J}eUscay z%x+*h?=tor9RV)RCvUySY0WzC&P%U6OWo`%A8S%?OY8|L5<0fcUe+YL%zV}6wK+lr zj}A%JkZTUt@zxXNixN)uzQ-9ur!)0FMB8xi70CIEFuCAz1Ah&1v6P_WEWxF_9!s>n z4=xHh>j@qo;3-&#oA}4`E_QUB9k_7WYnfzM!a$d|`r}DpIgox7LzRQMEYA@qD0E7) zau>Ui(Y-L;hxM7no+x-4cO$Ps<#0HQzeO({=Lrwdwl_D)u7-z{Z4Iz!D%o7>5MW_0 z$RB9TPbS{i4rqjrIPCyq0WvXJdu5}5!O@X$ma=DcrRcRY9T#_`7h-&hoFo8J?hSNw?)a zF3qks|7zo1l)IdG;Mvy2j$CJN@$qyf$=Q(QC8`W7ZyG|7b?BMFV$z=1|?kQh>Cp!Pelc*P|6Zlk5bj~eX)!<%- zQDC;dWom4l?QNbl2PAA$ld>PekC824_u{x1a^ zCWL%vb?JR-R~2y?!aSo%r5<{g%CD~*9u2v9a|d3f0>_!v^CD$(`)AS5;9LuyaDLQy z2&Zl~`VudEfhwBj(T)y!+M}(ftdQ_-t|>L2*V*fq@L4hpu~$hFLNjUFSm&o*Eo_w;ejocSVLezK(S(ja9X%+}Cr@ z^ry?V9ItWG`|)+FQ$;rI&c1iL8SBJPDWHgHrz#j__ng)lHNvjhjT

    n0g3mOp^ZA zRHN)&$sSuNoO`qHo$=@+3A^qNV#HE+LHv|zG`ef1U-ww*#Rs!8!#kU1huIsPB$FQR z&$hPJ54?!lbP>JpBxS<4;UixqR@XugUJA!jpEW?7W-C^Q1UN}742XQhQ_=V*GI+CU z2J1=v<`~LAb^NLdhMZn+zJ6-2Q8u9*7pgk_(e_d}d5f<{xi;%G^l3;#+ZE}j&O8wD z?WX>nK9MnnG2s*nznW^qo0Ft6r9C=HTy75rG8m@&=7?Li$VQJBb(97_)>^!s{esQn z^p5Nze0p#2A5Ga$W0u5zaP_2F(7=|~VH#u#iq7mpyG$_KueitcEbPktMfNxEt$U_K zV`wbOxl+M*;&55TqMVY7zfK&kITSl6Ln6$&X){}XI3n;=3s8(zlUy$IenrInktDZalMbiL}Pfzmqf`@b5WVTd~~suC>~+;9WZ} zKX|0|TuEc6=)46cwA=_RHFv=h_UJy>ll7GWu^Y~OsNAZt^Q@!BgPZ3L*9Jry-?jeW zwf@YtD)qb8Js^};xz8}sasB8;K0IeUsTa*%8_dvc2FW=FsBv^^KYE1^kG&`Lvbl7l z8MV!zFvmc79F6ZsbNNug`--_Vc)vHepJQM;j!y1J^ZW4Fc~Y;Lk2aW5-y6KjG4LKo zXZNGm`S3V;Qg4`NH=3d82F*DJQRC>Wezcem6}WegMEwIoKQEdzZb!y%|&K zJVmwjjB&~A$u6u`FeEp$Bu1qiau^)e)X&ag-rR(@Xe`H|S+IDwVhmM4$RPCvhPnic ze|*+N+K++bkRvo)Vc_IZ23xy`3fmM2STzdubvIGr3KqW)J_4|K%NmU95e34kL|BET zK&ZNf#b>?7xVkA2G~*aOdhij?=n--;i3-Nz-#`yWZwYr%7qKT0i*M;B_Uxsg4HO9Z zuQ60sl!13Gh8l&%3%i&E!ed@{5e49Gor?)a0>hRMWdI{dZ$ufq=q3v6p=9?yWHeB_ zh;FV51k=5g?8DteH+~e202aGiOusW|L3DeKNtIS0WNT8gH@cYE9in7g!-pT%&Y>2Q zDvzQW)nHQ1T}*ldv37-TFsbY)T0R&AQMAcehEWU{pd(Bt_!ic#wu`ti3f7Fdn5;=) zJm7;RVl|kf8&R~9ZsNv06zRe);$wJ9LpSm9UWznYfsp(fbCeZDbE(A~ohip0Wt3wo z36d0PJ9DgEU6By&2njCutbk8@FL}bdX=jt2b8tCsEi8}po$Wbq{(TzB43j>Edk;Gt z@-Dq~`9SePwDR+rpJ9uB(N={0)P4$2eswmeQy6mvClmbwO$lu~gs~zD5FZeoO)e$; zs`(}S)R1#aFAe~IFbl4jr%5-l=XK6&wT^Se(Ldk|0IvhKj)Lw z4)F3A>Sg_fGh9vGa>JH)zcl;92TRYgUp3}ydfvvnEO$Hc0EST9d>Z+)J3qYCrj;a% zk34>9d|u=>iDl+unmdSs5}L$-Vyl(gEYI@$mGhaDw(VFJE`_N4->?moA}J)Y)KYiR zKMvr+FRod2>g->BEc`+*+jf)rm$+LlO)9iak;{G%V^pb?>N99G(*mJKYN>#V^~VhQ z+e?sw@k4v3<2XYph8-CF3z2AHn|bkC;_4T=H_!y@P&|LM#>(pT*KGcLu~P%H>{;`1 zOqFfBjr6Cp(tdazo|(Z?+mxXZi_koNVT%-J>0$o{3EQ;N27Jaf2ES0+W|FV0{>Sq@ zu%Y5gPE~#R==r44sq@QrD6tsoMQWerl^#O!P-8f4oLZ_ts;w9Eq+Y4)$K}%E6bbRB z)9L>XZA@?PR(bIL_%K#mA%)Zb`2JwnWJ9~I5Z@479EhDEEwXeEiykA zc=46fU~Q|}iK4>T2Y*rpEcEPd=vqxGW*z4s%T>+ovqBzsNDq&Nphs)t};xMgwfAJEwEC_GB*>m~E`6{y1AL zd2eB$2WRwJ`2&z7RJk7)ggx~&7h07yZ}xaz)%H%?j^nAn@n*?ANFJH>kB9j@m7o+D z&A97JV{sT^U!sANyjzj!e8^Sjnq@?*v^5P!%ll5kFVL7VRT<=t%xlIvdn|(5;50U$ zIjZvM^AVZv5q33ea+&oZYA@sOv--E5iBSfSsB!L;Wo68np+RES=Mh-S_ZB77464+ZBK zq}Tm_Eil(t9x2###=1dSW9ORz=sAQ8^Me+q1QFsB2)iCDBU3_Lf}o@4dgy2wjIDS= zd3kNDYNCZ>CTh4)upN2hhJOI^?cqY>WzHn`^8N6ygK75~4BK7B)H+;%=mkK3SRM3S zpyxdRf)wJgh=Ou>j!{1+H*gxnnad1pOB*rXU2dRjF$HD%o)|AE8f`W)b-Cbdz z3q&~k{Q541f!mrC)ZZ>m>kd&+7VzPRRXkOTxh{utKUjmgZsyVy7l?&D;W5|QQ0_@! z5J0(i#WGe!fdM)SxHO$yi*i36&sfz9;$8~sF?^^|P%>S_7aLLT_n_lalzYG}tfE>x z0}FwY<#Lq!$^-`Xq)U_3GO%b+P!PXZE2!UK>4acuxW}dG!U~kT*&#|)IH;sS^#D}zpxQ%;>VL?ns_Pe2MEkDo)fsIW#+?ayJZ3--ua7I;CVTwYl z`tc@%A(BUD@rSA9x2C==VO_Gi{9RgPAxp9%eaZ2~TNZ`=@g+<0G|PC{`wH2cdX|dW zK-4keCoCguBnTOtIP;6ved6Z^g!pkdPn37jKdBz>?}I1gmgUwZ@;3*j!>!fD@7vP< z7n3vpHskSod6EBtUb%8_-#dojwDD?q0d=YzUM)>vZgh~~!xP6+cbL7YeLjVu&1t!rQ=|HBMJ;6mG~;(O9ufuSsejw?7!IlXN@C9w1&iN3 zdsn>BCiK0FT5y8~X)iqv=ueL}-|`cj-E~Ns{n3M^I+cr)tuMuLURGJ|GkCeR;Dpjr zMlw&Lexwn`mYhtDtg+SHoW%2%&30+_NnSqdOXx^_j6ms|?a|A2u-v~?v0Dad+f`XV zbS9PB>si7L?u^18a<~ck;?GUWdX1$FzWQ~_LNzSWVE7GwqMJI{jBhQNkG>R3;pmsA zJ$?q>H*lQVqw8=g`>EHHCRd|H9!{q2A2nWaB!UUYGnP?}I&AxAj?llo$m>|$=gWs% z)JVlt0h3g@%r^Kjx!#86Wi$5$Af50@#s`}583WYgFNOq!(&S9r98=m9+awrvgV#lz zLK)J<$JtAbo{6=E%+~|0Z|D(q0<-nrhR$V|%{_R?89F3Q-k%K7(0ho67D{2oIF;i_ zDa^Pd@PNiFQVK&WXMQe)L97{%gq<$_y`K1#F+ImQk|Nf<6G`2a1>bU>a<^2R`Dp0s zD_r2aIoG!pN=F?ZQ=P~4<)@RIW@8FMsWD~!t?pAp^OdmOc!+26W(tNPYnl3~oYDSM zsw4?Qt67bY=N{<|3kjUW+9_tU?Pj{%9A^S^upm+FH6E>=rjIK02pdQw!Xu3e$@9sb z;qx^79HHh?3(hQtKIuE4-|R#gkX1&iSEE~6@o23yedR)^gmqEbl9*$S1(Qyaw_DAQ z9ldE=`4&I8(gW&k5YV&)4bMG^AFf`ghIK(TtkCF^tNeT>2V%50Sj|CasCtFg;n7BE zq=YVy>A&>M4P2Dn%!3qSA(2$)T4+QYg{a0#-go>xb+IJgb#^2yepNkG{<6)}>U;`~ zrd$#mBeVcqXSw-sBnFTQ&do%hTaNenUgMkR-@hZKkWB=ObHz~K@&_<_SRX6EF|0jp8|CU78v z!&yoE6uB^EU@bE<-yD=an17{^9k6nB0Dt6DB4C z6H|e&=8gO+UmSwLVG}rLfkO=905kW7nM}3A6JEg+zBnLX@7rsNW~T2x*HGRwU=EL% zv4e^E_FK6!)1c2#b~sg;G?tl90Vn1-I0++8Fqzb%>U3h-N&^;yH3nGxdGo?qXCLzg zKwnjB?!kpCxIr+Hhx{v4kw&Rw-^uK_Sg--b;~opfz$Jn=P+<1~(>aRkws zfK|FPRBq~PXBx$K$(RDPphy*(W@tLPDotL$K6!^VpRz;WAuq)bf|9?=ZSeQG@`-@O zRJJ>Ie#&(lKTymCUWn_}$Gg+Y3qw>Q-`|B{=#%ohl0CZ_>>vk7>HI0R3rl-K7=V0Y zgxqBr{G)~pSlx;=ro{2l;?fL@BkuB0HxrK?hCt+PurCtvsHK}XWf1S*93J16O2pp` z>LV(6mLTbx-s5@r*!qI?Rc^eI=jj6+s6@RD)&OQmki@ZYCP|TP{qlZ|!}JBoQfH7I z?x3r-XAy%3)6wB>lkH!_H|(R_j}c8=t$~a|A1a0AgN8<}fxaf9*G63r?_EDhXjL7i z`=MWfVgo4hCJFnL_12qJMhJTj(YM39_ERGjL?nii@8||?F(XG@Xd18GC#5Id(_y&7 z90o7L;9zpHe2|CP^9Y>Pc&+IiJycJdp`pZNS8A|=oW!T(WL}_$8A)tgKWDxfQEXca zbj4!Zs-Y_q+g1!+q1d)e=nBO2<2n1x^2PMSp(BXt2SWE$O#c*gPsH?Xpvx26Va(ZR z_E>C(4s^LNNk53bU9)>M4-!#2%Z>K*;lMP+lflv+BqSadPrf0d9Pj4@xXaz z847h< zn4vy&$zq18(A^a?Tmju3F++)oU*9H0Y@G#NV#L-__OEXfBDQw2e{G15I8qN?T*Q$V zY%iO&8Z`Ws(U0#vbD9GR*IUH8QePY!?k_m#Ote|DyZUMGvHNVV`)v%akMDuPgnm)Z zqvGa=Hk1oRfvY!QozQc658$-mmOo7nx9S%>oDR^5x1Nn zvfoUbfT7670Lto3Fw_G>N-)Go%B^O_xj$hi*ww)N%Ephom9JLE999Gy?c>8bj^vX> z#u>!M6>R9$U{e6k5LJg~G#-!LV7yJ;w&1J_kx_9IY$S8R4`P#s*rfV64f3$t zr-+Y*-UoDxfuD27z-I3&u-ObYmWWLyVsi@?q=-Ds?g{(Ns`8J!QzT(X9@dfa9M@srhhLML2aG434I zI>M3VKia03LOS_|Z1m*Dk_6Ig&Q4}r&Uj@Vmb+-toonAh^m?YFp$9K zj#~eTjFvbk{TCn9!Jj{W%Hklm-<7~VCw2am#X)X^2fVsmF8*6D|D?bq@sG+-|Fc#D za*4c&v~4)?-bc@rHAsl@hn@*47H?HN)D!Sg6vFE}O@3y*Uyn#Z-Im(N9~>JB$*80Z{^#Qq32yY@DBP{cm1df1Zew4>s zXC3cX!1~m4HN5n2sQD=v$@(-0V48~=oI+Eao^|@ucZ2KbKHl<7zfqb5YGax?rS*5- zu&g|UHOzH-#k;Zo!Q8R4rd$$4$_7btN?S)epS51%(GN|)@^_ihl*5qHRA$K-ZdC9b zh+M3vpq~@TR`Iw zLCIE}{_0UZ?kA@O1oij)@x_89Q{Gxx$l>@a@Vx1RF^AVpXN^rN(A+*}an3)+Qbd-T z{BpYgSKlG*DO+MXkrTy>3S{Hi114jXhRy(V085Fj&gv{|E!4{=y^Bd58!+hubosIs zlUK%TS{a)^^cn+#(*|IMMPEbWJ6dSV#3Ih2oI~JS*{j#2 z&-H~1Ov-$h2`(fGN0r8&9(($|anwXzHFe+1mc&dW7@KwH zLZRLXz?MZMnz=708b9`?(ulY@yfPQ+oM(ye`cccr7Zuv1%)}mh+IyzWq|Yl}Wb$$g zzAjiV=e_5~PfA{exY>yD!xF@J31X}?12H}+Fcw9O&k2lI3XEqU#zq3;nTRoi9|Xo- zG{o}+2aMgZi02PX@GQ#Zg0U|N@!Z2gmNAJKpAi`MBgS@ti1A&4@i1bnNkoiG1;#AI zxUCiO+=v*{{Sf2*0^@GPm|cVz-$slt4idpwu@w!*#hg$u_Ob=z(g9_!!oAeM7cSJ7 z1zBKh&XOp!5$Z;a=eHonv50Z98)A$aAWwT=_Mk#7M;U^FCl#LK{p4w}By|J4y9=Pr zlf|lT@%9`{$wy{&Wba5*%nUX1ScT`_{;FxQcIQ5zBF8$0Lu;sw_h8MT#y5I*zKNOP_2NmT=VVvaw8CR{ohauKaFdhg7OwL;_T4KIKj8MTA>;cehXx21fdX!xt5tcvVpL7zlo(WbJ`e~N zRh}*a;dqs&l|b;S^4ua2E>wAnB0^d8ZssEY^~EM93r2Kvdf#x$p6q5uaX{fxG@_e7 z{D$+PVK=iTGp05E(1v2Ir-%K#U5ZBrn*F+4@<-nky7%7qW;E;`9ONbEMz9p(1B-xT zZbdj|!gUJ5IdjCSbZOXwV{F`Rb^!T)0Fi&aZ&>d9D4Qqqh$6gJuMo)mzEKdplhIj}y&*qPG9D^}SHi zdw=l-zeg+^VVa)jO>xcGIMynj2Gg``xlSnQCBiw23DD+yJ&|TQXAz?LN67hg=pN-w zndMdx#vnv<(hrbxcIc}$o6@1+m0Kd9oF(hm!q1sQGn#U*#d!3HmgjFgV6 zDzzz3v;77+e+sPw{O1eN{3GPNEKTJKLjNqN-x4yq(`jP zM!k{)+MGFY8#0UVyoheu?nHd?ts!=GZBW#4{eDRd+Gw{de{4C(hb&u->sP`R|x|3wvGNXa}5O-!3H>K--iagekaVFf=~x%7?iYMLm&douTisXV~($_rw_CZjV*P z;5xq|X9NOD?(u}O&;7<^34or_TEzPb%*sK$1?EmhilpqP9UCzKfSEo@SWpvY=#mM0dr_LCL99RL~T);eg)mJ74`Q(+n z2jDs2zW_X!A;7bqTf&?Yb5Ux-Or%5>6Yx}N+A3e2R()E((JxkqIfZ?NI&(_$vo=rb z@@;9ofoP#d_A62&`vq!b^Pxtz=f6TcL-`CrpZ6gQ^ejM`*8<(+4k)wKJfM5*lYZ;Y zRbFkhSq1>0_N_*5_8_#gHUa)~f>;Tk9u|Vm>%31(`LID7h4UW7gWdPbOpe;wV5d%iIgFWC|xd#ByZwLU?4JNx_ z5oUe>VZVVQSqv1(o{hlL9)QUfooi;OE0wX@P$WxVRaF^#DFNdgSN`E)EftSb-qA(abRDPs9J<+Z=<<8? z%F`%(SQ5Rm2sAQs=;JB$N^uk(ketdbDEzB!l-uQ@-P2JtvvIYaR+;c8|VGLk_*Hi{NMD zVO;mm^`pi zOQAanqwr(ENf*~*^1M-auRC-nK&icw=}rnB*8PB6x4?{ZxO4!Y%;8!0>oDfv=B|ge zL^3@MmQ#6;o(9WV(M3pu-zg8Q;CC{IyNOOh+88uImdzP4^t1_R<65L`(`DQ^eNF}r!E27XGp6S$w zq&Tcpt?Cbs{$ZvgZ60BOl)AodcmGT+Q!OK_Ltmxmj3K+Re##XkFS`=D_D5FPw0b&{ zD4O@B+;vxj+UD{&4fDAcb#u{dTS1BIGqo(PB-I=aiK1_a^7qv8ixacF?NpC{itD&} zws66jW%bB*_e~mCp9RkYYB{N6-dU)1y*&)IE`(M7m|{WlMu=r(|CETr=JA7=9$=40 zKXWtmj3JG5?V2?axs`|rtaAJ6vNh=3%K9&?^5ynh_cUezr~`r3P_DEu;r6ro&`=&M zp~1&5r?PpTn2JUIZD0La`*s;VAJ{gD? z*&s7fy)_s0%#%q>ix%p)0gGwLR9h6UWPhXnmIW&;XWB5jPLk`*|8X=LLZTh^Hs1-%g&-WK~U?G`dXUmu?#Xx zPcY5&yTBh?oocc5IX0Hz~>IkJPwaEP4xUZVV$iA(C7n4asA{ z7A;q(aajVjtcPGdZGGec7Dli?%~B)X^~eJO)Z+;CFSkBo*C3u7vDf1kKU&M#4}0w# z*4>EZ>E9W^?B!LmTd70HWdga3As70M;o>X?LMwBS3t5@LVHDUPkn(FllMC+v_Tzo7 z2)PiEOEFxY`!E8S7uX0(%R?@MHEiCAihl+7{LKCQ8CHHJyz83oA^cCUGQu;b{s~qd z23T2Y34}9`A)L7|OVucGi~qIbW`HqA0jw+~4zO|@z{=$ath@rknWacL^CPVM6v$u> z0?a^!@Xv%jZy468i18knMfumlcd)VmOJ;;2kNLCq)ni!oU%<+L0rUXRoMY5q@Gp?$ zVE6~y6bZ<(Ec~ObxH`EGV2U6*iRZqY!q`hR-1t|Pw*ijUQ zbKV5|k)m+U9iUI5-#+YNU1va6?f0-gaEE?-jU4qY>_>uqPAJ%q1k*%N_(pKz>|vb? zcZ*Q?TW>Jc-~_nkeqSh2AtDg@;{NO&d}8aM(tr(oIl{!#OX9 z@eL?^wE;N~sAV-+?g8jvx$dtqr}m=o#xM~A3pPB-)x&xip0oso&xa?0iEbC+BRpvU z^su$c8jjKeFI^sR3<%w7l^nISi?A4$3lCZhTdsaZ4G`8t1Nz!J9;dbb4jl*kyXc!h z1yHng6sS_@IEaywZ9JN5!Rj%ulaTx}hK_q+i_^LdX!0KrycotJH(0m}wq*q}5Fp_0REzJ3YfJkFMCo z&z(<)NeydyEKFHW8StRfMYGAudzS#{GcGz_Io`x+Cm-tcG2Ym4HfQnaxf=I7fK*PC zS|))vvs)+O*@?{@B0cEZ;SgY~VhS6tb_s}`$4IRU_J+Y0_@QzOAa<@H#16coC*w1$ zEP#|@Z(MxGMC+P#og42-OdRr3oI|4pLm%!o^IG2R)e8`8!d5_lWZ+md1JY%Q=Azg& zPx%ZNhtU)_0pf$a;zqE~+|-5dqMb5QY~Fj$2E+e^Cjg_&nF=uGXIkxu+XbXf`khN~ z{@3+Z5;Nh!PJ~gm@*L^0ED+$xPNR#phz_#M8oEsuuW-ANAG`r4w3nZMNDxU()zfkV z5JuT*bY!e5B?+yZ)Cz1+52<+TXB_%K7IAYIR|9!vkDp!*zYbTUhrmG-hwq?i$|Fv* z8aiR@{y~V%OtetNRY=HWm1S|Fcq004@8G$8fi|_HU*FDyFv`?)&zAL7>^iZm#Xf~r zj0jiFo-=aDn|nr``l;!8woe87uf`ysb7Dyfi~cAZT~&HGa7LXWvI8p{eWgSf2fNrQ zyojn&H^*v)Ih?1>mWxc>PIq4Gm?QcmkZX35(hJ*q%A=&;7Dap4sO#Q(R`dk=1i+L> z0~i7H|6WY_$4Cb9D+s3y&lrev)kZkwZ~>=0h;Yj42?(cLjzG;c9|UTa5kSpfjKAN0 z^*AyMuXBRl${3gxMGoG-C+ z!K>kQ*ygnUO8z_Z%}P#|Rg3a6Ixkx_4DDR!?0YvlPusN0Dk0Tjoyprr(O-sN!0<5` z&WX+|I#^|OIKyGxhK5JcOPnpMuE6Zi!!Mp$HH4na%a9Oqwp12vcw`});gG2T_L%JG zypAL5oWB~tB#D30V!`g8v{I{vxkuMIhrn~T!}FHHbLTfaN|^RzvsmS9N%`gPn{rrQ zhU1yPZxS_D4Vz2;<2Kh3mXsTvw+xoF0G9MCd?hpCt2qn574lWVH=++K{xV!)3wm}s zD6sX9EIwp`#iV(aRV2yDQh5jsw!Acl%&$gwgTP4K+42<0|Dg5q=M^e*!xkp{MI6Rz zk_?2C!y}K(jGp!NBNF}7=ld;JU)Y_``_;czp6>o!d6N9Oq9polKiIeJVb87|G0Oh! z;KH?YqG#?ty8>=kXNw=4yLMLe^xeVtOZLO<+t|*Q=cQwX7eo5J#f0B8B7O4jTEu^qV3zjq?&>+>5A8kgQ2i1AKL$XE4Ft{LlmK`96L9fBZb7oY9l2-o zn-d18>R*2(ni0skdgZ3rij!8(u?^Bc5Y6fcW|8+n5_sO2wF;WvM z@8qF*`P96=^z6xVzYC)Cp2&%QIIVbbhNf&q`&LmQ>4LTIbIKZ+p2tI| zOl|AxcBdVbv&tHo06GV3QYY^S17kJQ_d8G3S-pSUa9aB!U8H{&zHMeiihN=iW$+U{ zimsUuEKAvnb5ta6zDh2WTI9G#>$jE7HycnZdtUMbhV;m}Q6}XKpYua62QO$%X0>g( z829mNovhpK9edqx7S$@b$_{)WovjOVx@~H_IqigjYIW)ZsroI+w~voR;<37Bdn`Df zG~Q?rFTh;aw!XXfAxh%IdDX81b^5H1M8uIQ{`iH-(Qu z<}gruQqJ7mJMDQO2mNXDZoc31$J5{QMpyHxG99+AH=mSwT)5OdZ_twkwvWY!^7(oL zt)#=;=7n_+mp?dQxQFs)X`;*#zf@6f95JZpOc4ILhtuWmw+m6#R(ja^51#MoVvO`3 z5bAT6d*H~vxmQOe-mjE5dSGMxnNnWfFm~?_Th~-<(NWaq7aqq$yS-<(gSUy!ZQ~3c zKeek!@F1qdv5DgCdz7*-QA9S%y;!E3qL7H1pV+%G{>?Ge{TCyLLN8Gi&UaHKA`|N< zCUO<<%hq_R#P=RUQCp~PyitY32Z@PwStfF+$ViY%JogxiqaVmiF}YZhO6jIDeA|W( z-mJ^nm_jT0kdu-Wz@wuA%XIZR60^$rCJxoBJ^5E|s4Dja2J=GwXo;k|tyD%v;c9!ZOCNIHcH?J~$_Ym5pIg;c?51qUrqy8bQnV^X6 zEa#3ZtK-SG`4}xQsTu^6aMJ$Ms=Qs#s>hXQEum+LH(vq8I#6VSBBlcrmqD=t6yf8_ z5=%O=%$hHf_G9FDyI!0EMNB&=LO>w_3S-0qQJf>aIW5B5^?cp9vPeu@)|TdAP|N~_ z2q=~y3M?qN++EN6S;}%Tv@DP2K++q`D0dgR8Wc+qg+D0zL6M1Aw1UEywCQvwx3VOh zr95LvYu3DGZ&0*=;uI)iT0r3mih58Ovy>MtY028t>`vN*speLetpi0&Gbk{icmWC# z!~#*ck{+Ed=2n*Wk11b?d7rhm^%UumPae0jqZ$-T5QQ@+GC`3!mM(hOiPX~;j|e9~ z2p>yt+CAavuXRMnL4vihRrH`qJ549!=?sg)OSI>sUL{Uq`7hsZcNx&joHmg2Y+COL z;nU}IjHkIgN?B17KDK2hp)tYh7xm`4d2J8;t)?~mm@GdN%RGVi8rCVUcOjXQ6z#?51rlLK!JG)i9Qx&rXO&#!UM^`b(#^1eoaMfrAuq(DK%W z=ymn|v~;--UL}6F-!=!BMBIk4doUIVV=3W?b5n4>5^=EO2j{AY^9SI3>;#PIfb-ia z;GFpw9K?fz_`2_%OTPidKT;$XuM&P5RCcfh#?j2+k)G^`W; z2Bw(6l*dLeW&H_tTdj)zGxefw@Woa;!WipSHEYZ7Fvj}>+{wdw3X)+xzOB`)5raau z;2S}H+1?YH?!!8A$dq-+3iM&h17yk~m|}GorWig>ti&b9)7S6ROc1(CAj>$cBG)-S z7|40_Yv*{K(5aSbj&mvpQ-p6f2is2rL8!@?opO{B&ep!vT(3kfqwP_^2KH`ST_Ag17K|*$n?fHBRs*p}*v&UAhJ?4E#GU|5vzaFNcRD zo}ah=sjvyjaFyG3j~{f!r}MN5%Dd!~HyMz>9toc`JUt%WRkWQUfy#RA8&ad}K~%Oh zs+GtjC2Ja_c%sM8lnROKCViR~BDN}EYx|733SGOXH1Xx{b<4Y?ll{XgCF@n3?8M!J zBUT0MY+pWC!F2q0bR}0a>nrgzvufuZNev2o=lrUqc2 z5$5xX=X)DB+1m0BM-CPpq5D27AKp&=gWoS)es0GSSN`aZ3GNUpG|X|X3`N}g1q*xE zdoDX}Czg0r+eLenhULHGQDr{Zx=KE+@R83M)P8g01NKnS;1M@!G|Xj1almuyGP+cG z`R1^2%8*SWkGer}$z3A+JBoZ9H@<+@WB@`6~}v*gbBUkSezwce@}U}sbnVW6G!U@~BnRHr~|`OR)v9Oflgvs{kFkVH2p+BKgB#WPTF z#~6~-_n>eAMSh@MXkkA^1^)!*H^Tg5Fy9|hkDPb|Nzb9vt@f%}U1M9z*i)Ti(pSw?X{miT^{pdH>K(7JUAbHXZDccJ^=DH5mV{ zUE}eV`%G{m+PazcStH($(B)c<%JlfY8-u*%-sPN#W+~8zA$m?klN9q_YZyx*ce7~r z+Q0am%>McF)9ZX@{`@+hSwFqb=S9hPuVDUC$NQE{`uaxZugRou0omtd5)zQT{!$W~ z(_-A^vfX=8LG0_6^8+hA)bAAj-&GxY-EwwdvB%S-!dWfrx?Hw-3m5!Ll`1z}&v{qr ztJ|Rxj~*Ng$>Tx^*8xtb*&#H8U_ z@f*4VwlRcJwy)W5B8?5zN>0ZDB$W+|*1-}+2wuI|21!H*)V4b)^<=f9ji z{|RF>0Vcg7A#Bhel)#Gv2i?5*(4LTH_Gm-bl9|(}>Xl zk#FKZiS^SXO-?RlsY){*k@J5YyMDxE4sv-}v1WOC7+-7?Pp>HO6GN;BYksZ-~l7sxcUl*;DM*it^$`@3d5EzMM0^kZye}Zg-gb%R$CcvS#Nv|2n<-%PI4kpO2oG zW{lnP%9OR+8E58v_3V2brKV>&qwa-=uq@STkF z&dTbI6wmJ+4`Tc4mv4R{O%ZnvALbj@a4EEbixDqKy3u^U9bCEy-Pb;x5viJB*uZO@ zPk&~Aio?5#B~2E?q*v0Ejl0X)RjdnFF-t%AFWos6ImkXPcYl2i!yDo*-z0xEI%vcB zAm@;vtV=jJ!F6}$;M%+qTRla3j#D=&XiY(NKaG~n8@+(J62{1OprhWgE@Wf2^>LKw zxn09b%jt9ng{PMytW*;Eqp_}+2CqJy^j|u8NO=+#Jxr6PV3o_+WLCuQVZsY&@ME<= z5b#iaj$6}j4H7j*AQY09XUgdFA$G~EU`j|)Za8bB@q^a+L;lMl;<-T+Hl;B_nadf{ z5pn4T;i(uNP3V=X{6=)(hMj@VWweMmy9L$ka{fz;Exdc1dDiSc6BNYMl=x3NhnZF5 zTqDP~@>LvE5I?Hsot?jJ1=9p&H>S~w9^ypR5Tvt*rO=DKw$q);YW}dUez!V2eW_Lo zM%6({6<^+$QC=Sx-$0OlJS>fl@;XL$c~f(;*|_Opc%hNjQ;hlvCG~-o{e9&v_u^X# zv5$vkyraC%B1WgdXf^K5y?FX6<0d0S=mg;e2qu@!qrC1WZ#m(J+7;!M1_A>S9wn=t zaMW^&@+ts%I8xAZQ}OP7o{+!2kqbMED(qTZphr!FXaMx4_6-sg9-&@4-Ad!P$kS#qY(^x|xN; z-OSzGK=19`z;qI`CY6*m%4%6X$|~j&wNiM*cQkLMdYU?iGmtTH^3C3K%F6yC5K`2Q zqP&g=s+~w_aE$VD0YQlhf)}Ep!gm@JsCq)_9S9ddNI?V~qG<#n8qpv^LZE8*-m$_# zu1{TUhFdm0+|}}=Fa403f9v?-qjfU0yM2E2Lt&>}1FqyU!(Hd75eK;h^Y`^UJ9Kr1 zkgRtv{FAhtZqA%eZb^e~Ho2t-x@qK=+tAG-w|KqAJY9zxcw$U$S?SSyY8ScXICOi- zEsLQuBDYw0H21?>1UYxz=0chZJ->u zf!7Agftv-;fg4kg=6G-e|KDk#8ANdN5IS(v4IQ|-1s%BY1UIl6Jh)lm(QE^59H0X? z63~Gga}R4xQ50VG3Qn2)fL;l2bJhg(`eH4n6PRmRK&zK`6Wqk*&B9X;BEzUa0gs-Blz*J!#D`bp`X0LH~_5u1n%J7(Oz%|81n}pvDc#T z6%Xj4zsjL^b`zEvkR>oEJiOge{~AttzlU`#J%%2Nx5X(J0LGjOZ(TO!b`tK6RblkG zFi^gMEKv=ERwP+;-*_kCSVmOwKqCBaVU6=|lB*3aMB0fIqq?7^9^vHF|V28i@oOAf;^Z&nz`JW=w z@m9vxpZ~s#-kOW{2(Q&Ka0u&>%u_+tRFm`B8tMv+*?-FA9KJIwz5GzvNlm;zu2)oH z-=DKNR?82CpHv;VEX~>(?tiyj$5e0#eTkvC?y*k`&P520SUsS8S=q_%E%}eITG`|} zd6gfIR&{ie!{|fY^3$oRf`e8cG|WePSgVh}dAqP9^sK3UfY`zI1G5u1jbDG3GEY}E z&yR3-dGde?>QN8DR&enAH00pkve2g3Z|t!YIb5AO2)btBkB|MsCI)0#Z+zLUb}DQCv69xgiYEemf;zy zIeRl_ z-phXz(I=jb4r#p1a^_{>)5)x=UQQ>5m;BU(I%#Xl;hh!46+}FnbXbtUX@dj~dAO9J z%BNP*w|B9&2iOc_izkbh(QlQKp|VuXm*B2lLulQ&KIA1y_W|GU9Jg15zF3N~TsOf` zH;Y4R5{VG*py^53Qn|K*jLJMZByY%$zAUDQitgJ&?1r5I&iVn6PZ1p&l>Gq5&=avc z%V%68v$mH#wJ3v35$OP=Z93_emBWH42I(a9lrpl^%Sf#oT_Oi%Khl{SiUg^fd0EWF zu&lI(-cIJaO-SB`h8g#HGCa{dUqybX;~)*m>Qu3+P(k;@O%;*{xwABby8M?m3{GXF z$|WgbDhX1|SW`Z47JYjLGvpv!Fv6&mq})(RP`1OuIrL|wIQ~nYAOYDjdgSJE+Jca< zVZQE>a-WiU?8Cp-GGqGrS-V#8mD0~Y(YCzGkFm?^G&*aoQ-iJtIA)&~19rlf(b#qKbe9|1883t||CF2pd+WQbun z5W~1Dz~9mVBs>X(@FYJ1Vi*?0FbrLYVVcPh!*C#maaZvE!3aVZ4umfG5#I?W?1Nx~ zgf6-ex_l=<=%Nb|%K#F?d=XL*;Uf~vfS`Me4Pg)x!;C@;Gc|TLY%rO65O;--4F#gys4WK!HxVY!JJaT zjqcP1|ENp-m?aUAAk)?{%~G| zD+=!d=S5gR2OFW_^oW5ZdJiDQ19$0ZaC*cIeX@BY>|DA-Pg^C2e$ho(vzKf>2Zi7D z24fzIOZR(?F^50?p0LF!1ec!XVQmguoKSLT*ie;bL^fZC!Z&Rrn;-J9&NC*P1O0p( z4w`_yRDeC_CDGF$y2ykRDIkalgmWm=<|ii0u!E<-F^HofK0 z2ifA>#t!JEPle4~{-R=|TiEpF@ZRO`NSZInkFO-n=W0}y*88=s#rhEP{9*T99CXC; zFFuV&e*S!^KmBK4#{8!@MbG+gOuPI|F5{nNJpNZ&dH3AM=ugEgJ$75l|G?F@XJz~D znKRdSk7eqYra9U{xT|Jh%NO%4^3;uZTEiG@U~9Lc63K@c!#=$M@~-g|yYQ3F_OT0R zxbyOpFCC={;X$xq`9GmoTaCIJtm@yU?|=<*K1bc*_LdjdH$sa7BZG1y-o+wGh&0QOO79L z&(?e=%c;+?4YXEQpjJQoNGE!3oFLfF$e7mfi}M-PY?olqD}#>82IZ32C&%ooF{FrSLD#Qn3E??4d%L#0{0XW3^&bj^-+A*EwgTG)1EqFp;Q6SXVR8 z1tKR|wT~MoI{owvJEa5N<}}!34@|e1mL8U|=}{%Y(cV59)8b&S5a=FG%olf;;<~LK ztLch5V0&H}RijVN@6uQz!#IXi&uo&j_7;mmq@ymw_)?G>#<=JrL1$p};t$dyoZN_K zqmQs8sLn(TD-;Lz*qzp=GM1DP<_{Lnw+)yUCEBz4?7%4?>ADRJ zR^*du3r;C8_<<$OQ$uA>4JNr2nig~7o5n~7SNukfn#IOyT2S8|)~uqwvxSQWB55EJ z0VKva#5jX~ooj9B+)7Jg`4DoMsIeqYA44uY4?-@G3sqqEjIwJUha2^pTPa*yY_(5PH8dn(l zCql%^Kbl1`E8)@n3LE>sS_a`A8G^E=w^tZxW3C${W+11@1%*$4jj_3b>vi(5MyJpVX3J4k zy9s!GvZq!T!Q~3B_enRwWjopP016*li)o3&^)B|XetM5yAR$NPCeaIEC7cKJ0ys+x zHnR;FkUe2@y8mlTOBAjbcBw_cLUOtY@~{xd1&Q6K`@uq&=G{h5`G!5{5uA8bkMM+CUy1fq|C=&BMP;PAKzLH-*V2m#k7rV|9(9CqHNDzl%tI zjzb#1k}&_pNCXK?{`9_NEXV?`Vm&ZoSm0p~uYyWBKIWeh#inblI6$IIsdAeIh ziG;h(VJ-pt%UP>h?dblp%sF8TmjhfQtE)Qt2(mHsH;|24uaK-_;2yTu|45Gm2L9W1 zk*OKr+G7J^ejjGNe_U1972S!u5yYh9;cY>CD9*iP zI4UBj+XpvPt0YG`fMcvC4_~MIRzle-b>+QsB z`v6s*^hC)2upmRTQ6=H%v4ChXHdL8*1VU=(bF{!nlB8_AL!TVw7}{$qhCnqb&^aV9 zt72R$M3S;!CE-3$#xpj_rz5cOpnK`WRMARvZMplwFcRrkKDgVksg#7>L`<{FiXlCP zi8x6tc>%p~eTV;!u!}{Pm?4*3GcO^vA*@OQ|JY=)Q5h?uVqExo1v8}LbJYmR#Mo(X zZdFg_afQo6U?kNwGgVMeLNYPhXoEmOG6ueg(LnsTuG>eS53dHjcl!3JtfAQ^(J%IK zcJR1vlUVaP@de|0jk_xrg^Os{QcHwSi4?uAFA+9|uC7FQ9dxxN!XnU7O0M+JD|%P0 zD5|#k(z)V!9Y>VUX}o(0x0^1V3xr!4xP1Y)Dwodb%sZA7vTd!`#!D||&(3*AQe6Cg zN!c;h*@Gt!&%aVEd@RQk2G?JzE}xat_*7Bt{o=CY)U)qSTFsBu5k8jdu)lhl=OJp-WLbe+s($ir0)JBrsupi5M| z-alu1W4z+^YUpAW!!qZTzPqIu77ksEV%RC@ZYYKsLl>nOwhp>T#W;~UrHv7aas9uR zHij$4RYP}0F)kCj%ZhQ~&|OqKd+OI^??M#M8bfzZ@$5S2f)&q-K!;U4+b^{2U7+H% zYN2I~{)*Q!q4QO|77m@a;w+t6b%gE)<;h-}sK+Swpq~e)+Hz-uLIxD4 zK#>cIVniW*=~zl|BE4Ec=oNX_KzoqZ5nYEc);^l(%~Q+0#NZ6<#+3_M8yp}mz--E4COJoIUFvS9<)IA*d=*%F%HzITujD7*XTx`&IkIA_Ly69Te5$*|- zr_3|2r}dh+ql#x32xaJnn{h>F%4PE&^IvN1^C)*2}E2&VXpzzMW^`iXR z=70S$q5tHqKQ=4Uv-H|*KF22?B{Nt1Io9)Wc$ETjYFO>pKaCKcZ2blTL-A;CJTuLD zzlY}l6LK{tS|ok|fd$p10w&#)%R7uIb85cpCl6q4SUlSo7(0}BBU zjESf~xR=i$usAXKQ#^hlZ`2rxSpEzG3)tYd=FdsLo`Mq6e)IyqpV;KX^vhV1P{tGp zysQ1d+{B)=4jOICrtzM;a~S|JI91D1L*9M<9cAUz4ocV6U-)g}yc2w8U(co^ksy zrcsfjz3p<2bR!jkscF3~pI+i0@wk`&qe7CW#26EM%DzR@!0@;f)y80~R{hk7@$=!E z;Xx;S*5}qLG1v6*cM6g&pON6Iu5`5tC-ezE4hJb)2qvq`^BccrVBXslA3xyLh7^+u z!}@=ufmidsqk$ic{y+nl+L$BEu9&EIKAWa@ZwjV;kUh8ugHGiuP2?^Zvwbu`@eX5z z!wUc>nt2SZ4~b04r!Re0<_zv}LlgO))5y<_VoLe_JG>hZ*R3n*n&sv0fCCSEt8!_i zBi5HD4g*PhWx{%a0%f~yLP)_TzPA~Xw3RH@$htVm=^PKzBxl8ql#++v+KlpZNP*gi zMvZ@gvxl(6=RCHk0!gbJUbxZge;|zXy32V6Z{iLY3PEa8SZX_+i3-rBkBZE|a-mi> z#@b#nRXt*CRiFgx@^~MJ;cd(xabUSXZLJ9(ufA9j-UQT@1d-NZBrn6*tw4#@n)NA=gVm7=AKE;^YT=K5*xaNOK%2BRQL}4)&MF4QrUsp|O#bM-P59U<3~8)9Ccyk&=5TwB9InS^oi0R1+=e9v#^a=`*ow1C1L6fZ!* z8Uw|9+ZBX7zAXI>56E5)kiC6?`sRS56cn5ZQ1pT#6BLhlYhKvEH1sIo!f(NkDfrO= z1$6`zZ$M!L3OU4L1TE##1=EsXS`hf@WdoGV07V>McG!itxg?!U`Nj1kAipv~jz-QPD0iAp1i%0Fm<{z(ZVbCZ&w-Gz1!+5>2*(9)n~K*K}J9+|h+Ec)=Y>(Jgp z6OTDO%?#RgXm6p3--LT;*KZ~ShfCKfpIHWN4YWNYE;sufRP zrCvNe71}Bd=%KCBgdW-|6!g$mY3a-eEr1E7&?=$5fz|}A16mKXA!rlOroY{MBy}rH z*aj1!t=bMfv{gHxhqh`b^w3u6>&(Dey@eG(bAsju%@5jHXra)qy;Ux`{Z_g3?%T}^ zGjSq8MVd!UE5));zdYxhDAZLP_T5tahAj)t{1!74@GCq-3kYBjQ#V*d6B zxL?ZVR;)I~M=8>w2+?ELf-LM<#Q!}3bLKz8wEU^AWSYI|;CEZhk=uU{lM_5J+e7e* zng0*bz(73zr)c0=Et#tw6`gkt01vGA=)tl}8LL&`c3#Epg)<&K_&~{6tpK;YSJyBu zn`(^9^IvMHe}#b0e&vGY8a?dmFfE?e-d`c$vtPMjnZ}d$xfqjo1f`SBi_`|@D6q~) z_)kY5;Ik3p0rv!4u!3bElF~3}kYxQH=06jGfX_0;15yw!_@S(&yM4$H5b!rH*va~- zG*yIXraEwF{6Iayw*A29*h5sSt~vRAN{R^XHj4l?mLPF!GgaK!aTkHL4G%PazB~FzK;`(Ea+SPEMXyXxfW>- zaUEa5eiG}$IU;wKn?*0^B@E282|&HYTm3?^K7G#4CBZ< zWwl4Z3uh0AS_q{_WavJcAUFotk6~H@?OAZKW|deUYt{-b24q>l1YgFi{{jljV&&c9 z4&eAEUzlK7M)YS;7;-#`jgyQj`ft05NObd_RfV9zSYUl$ebh@7N(nhgp5VRa1z8ep z8wQmHTjQ7;Dh7AZgmZ9AL6Pb}#^9cu1`R%T#UMmJ)Q*AX;nDm_hE|U)Q()*+^`iu_nKY=^@3h9KLaM6KzXr(bCB$9XE3F-trAmv$W5 z&;fx=E?t^}bJo^sT@u9`6)xZLA<(XyrZgtYHKHE?!1-ph|2C+h3?uZNFtWM@adaJ~{(jQAJf;gf%1Dcs2D2b4a zw75`#%2miT(qh+wcSINkVKX8Of)F(Xf->#)<2ppx0K%f-Vk521wAjZ75J4S;C`8Z# zp$-xBKv*;a!Vbh{B-to2$P)0KiQ0Sd_Z0x>L4*`6V?DV?o2%umX~F2GK#f2F z%H;2br<=Sr8|cP{xh{_IIJs9gxV$Lv>ZRhX87&KUE3Uwu{bsoP6&9l7Qty?=gSYBj zd5(#hDeG-iiir`I_3oZVwkc>M>{gfceprHuSp(fOObklS`^0NZ%u48LF)?x;%??*^ zg(vGUF>vxXy!S8W|6%V<;Gyc@#{WBtqO=)WENMr`?Ji}FN~=_aED_naCi|Ww8nU!e zwxp6U2xA#r%TSReA$yHwgc)0AXpH$^XGrV4e4pR*{GRXg{C}@=&YaKZ`dsI8K43s`&@S^gQ&_fBjPN69OXMav)uMF- zoLW&ZjY%C^2VQ9&@CL230#49_SDEjH9iC(O#>wly)P^{j` z{~k;@1@l*!u=-zO!pmnc;d8&lgs=V$CLH>&W5PT?V!{jm8WS$q_;;AF-NHY^ge4aI z5)&r;DJJYbjR{ld=;$SMHFuzc#D@l&~~V!h~_|ML-FMri(Sg0_}dE z!U84iJnmKolrS$?G=ED8m#?S}m5vh}j6VJ&C0wzhI#N1LibV#M)^_>cz!6349-xHTziE8F zj=(9q0I%V>2XM;QhBYDq$adGa4K9#aAQHBF+dp1Q=(ra<^$^mT5IA@e;NX0u@fjMo zkj6MP+&@Dj32@}=UBzC?!Cx=ai*D(MllL~KbfYQN_0ji}!`VgNS))wB%upLhDjt0mp8i1EK zNJ74kN;wLcn+WxC6jVqKdV}5@5-JX*ks}}-XuY7$z23aLfcHApqW8)Q>S#d^-rKNE z4*ReUy%%2Ca2v9M?sj5;mdV^(j%sl-kWT2tKn7A}Z=T7KaumF0LH7-sfC&}%sX-H9 zC0_8Jhk#IVtdjvcu@eJtO;CV0K^!PY0r~PA(wKCe3@)pe-+&Uz7vG>az(N4sy?m$h zAS~o=Z{Af{2)vSE11#h?^bVHafOkyXgLg&1LT))3yu90a5EhcWxBLbmKcWep2Vo(v zdh?DSDZjxbht+z6z7L#nIZ(u=wdgTGkrm;k4uJp#D+2o4_W{zD!XRzQ1I(8CL;z^8 zknPlmBr`PvNmI}Toj33nhv2dNRfDJ2H9{=PRa?K%^NImd)^8@QXf71pW0lqW0t2(E z>>*|KzAa5->~0ZDz&F0w_I-3~{ub_EY^%5Yy!}UCP_^UxGJ(7P6LYcuHo^Jd68HTl z>Dfn$wqYNJ91~33uI3$5w&Jz4+$3syn5c?KnCR+lUyh`90iCyHz5Ps)U*o`?X`}9` z5q4K>HBELMDcX+Rtjn(}JF|5F4&1^y@@`#=P}75wO43{T&X8Amo6fW@|DCd6CGDcI zlIQ4^*C3|zX(cu@vNgG7eC^pq`Orc%vLN}~YH zCe(9Hxng){0V$7i*;!-YGOI*QA2Y($#VRy=>*Mz0cZI{LC7GHbnp18zZ{Ip%Nz3lH z@mLBZIB}rJ29IM8;T&JONH$e%XvsfAXI>{WHBF>qX;RX9f&ytgp`$(<%iNWhcNWH9 zMz>e*i4@IDNl8=FCr=4;IGx?aiT4UJtjBQ;qzQ$NDs5Iv@i)zWw=dYR**VgsE#Vrw zToYl(fVDj569K&<0g|^?i1wyHlQvX8w)9cyBMEK0Ol!PFHX)T&o*xkceahJww4XtjjGUiQwvBcgzc6sb10W+F*Yi;Uv5QTf$W2%ZjZt>_lhzj%Lg59BP-b195yhnswU6uAHEQd zJ8%_k6m*(aK|@*j>V)Isufjgu=(?x5{ot9&38jfq)Mt`-v)vo2>6@ugk#ilqc{^MAUQiqV zQ;OGVxQ*vN)?QANx<56_-n?;yvHTI!r!H1%vUshXujusd(=p#JQFOF;N#nIN5n6+0 zGwdChGq}+b+1qcn-~N4&JChDDml;36o!g`{Q_l2(#QKr@V7Waxhb%y<4&2 z8NRUG#VwNdZt>uVP&Lx)hcPrVR`m=&DRZj&qhWgh+9T3c<;dWOWH0pQ$rn}N-zT}c z^Yk+KQ7R5{vKgy&2hM{iV?t z{HfnBJBh3FljPuqnD%bNnmT+Tw+r0+i3Z%e66y8Bm?|>%q7FZ)xtW&8|K@jP4-tt$ zXgpSe1__ZMjrd~zHzOZCzimuyxz}A6ACT?!IV=38hA-UwW3{TD6656liX>%jtBFq* zp#4=TCEUmVB^QWw5V06sYlK{zf?SJ&YtxZyPr$V$h*BbmmA^JV%8tSp^sVGu9pwJ3 zJN|9sqt|=G_8W5sN3in?EAV&W4~KbzFBIni!C|*ZS2Lu8jIJ-NP`;6_cf+8`_uPr7 z$X#eVQQpRzDrmc%yp0VPiOqUP4fN*_a&80SKlFiUZ-W? zdmYmsb_~rxi(!?of%Go%^Ky`0#q@V35I?WbG7wfJj3vNHjWG5BPM~9Y4DCG^)wu6C z+E7Rg3sV-%M>XzE&XZIlIKwm*_lN~s#IT2sq77k|&v4>IHJ*5whdoGe-X?}k(L@_= zLNz)cLmT>I`fqC)FbI-?5XSWL!7xmxtYtt`Avp7kVe!Y& zZC5b;6c8LBI2*wUZV%Iub`!>SKFm`J!1QY-=P7|o9h{H>c%X%1*y?-4&mIr+iaAh? zk(0*_j6NSidpAiD#=1**8yhF@=M^_V2L&CSspAG=q)4Jih!Lh=1O)yhM_y^^R{s7@?~r>KFJas`t27R+o2z~INhq$2*p)j zN&u>d@TvJN%{cG6sL_kL{d}Y{BoS0h@E?v5?tfldAp*j4Eog?mKt(sI|8*FGN&0~`y z(IAaHMy)npvBpe)z#31fDO%9h|9Fc_PHb?tV}y%jnq-wWzeP%LRz0Dqk7(-f9uQs@%IfbIRtAm(?5r~xaP?M!GRGGmmEXaR%WI4;!PBP^A!I&{egB9 znoC=ep=)o~#Un1#JYZtXp=o5*S6rq)Z0hTJ&Uib!8%Q+Nn;4SgPD=FDW9inJxdl7* z+hX#Bqti|uX^niXy$K(3(a?^xjBIc>_E5ItWmqY;N?QkC=?~JISsL85&mfBjH`EMp1169G78db9H8C8En!1)prs#Z zSucT?y4W%C6mBwwg?n4)Fy4+Rm#njM$eFAjBqUWA6t87^>}?54!wKt?2UpmDZ9?}i zyA5Uw`FcNcAF_jB3M0)lN3mUxre3?<)25Bzq;0|kxe>cg3n!LJyOu*Sx<(DWj-mww z$s0Wf`>Y+EQ`Bkg$+BDM?9Bl|bk(j{sS(6z$#0%Im&53OMOU+2{rUzi;Dx6z+CeeV zPBD>@wpqw3#e?~qO-C0^_BFV;n9h2=fxJwOIKGh`{ya)nPnbKQJW-Ut#*rc4VzV%r zuJ_lLOvc+ZjfU(PKf}%>oun$T^C%^kGI!ooTw?eXFi^4_S}>s~@XB#b z)%)cGp5xa@yP}?Ks-&IWRPDFfU*r7X2lY616^{6t_Gh;gI87ERsT2iDxpS#5RQgaD zDDKX+cA=7AVc;frF1CeAB87qL+_{L{N>A{C!tPv8xs_Jp16R9?-Q`viEePay7rVf% zfD{#Qlh(wxVE zBsV!W(8&z!bdw`4Q2LM&*x`2M;&QKZ#*1@@V}dr0uP+ih)wy%&;h_c2iZNx5Yj3_^ z-sLeKLfW(W$)>Eavn#6u_FvEt>;E7f$L%*a{uYSF${Z zz3T=}d9j`pd4@*W^}Phz>-iqT-u@u(5I|JRKvg{xRKo;{VPSB$Zyt9MOudmErXF^N zRd^t)IE5^%5m^`_ItPz?z4JurSkWB!VQ+Rnm{s8pe}}K1vs5W_r0>*4CZWD)3G+}2 z-8h8#v~NISp_uU`f2v%^h2wKNOLp9G<32JkB>igP@ny^dFFBKoeEX}c|JXWHt@!o| zi4e9#g?-D>M^%*~IU6;EV`W7A2hStJ$<(4MdTe-foxE30(Ed8Bjg7MAy z#Rl&T{b^(8`+4K!`*|C}o_C#BDE{7X&LEeYPAQ(P9rd3mIx&R3;EF0td2cvxP|Qu| z37)I{f1;>OPC~q#T_Hzq8y(NGjB2&BQi>^`JL+q-@26SofBj8nuNHS}FCFEGlN~Db zBP~*Jct0T*dx+QhAkB4Kvvn?oLvU;Fc@@rua>g}t{CQS5mEK`@_MpjP_@Wi;oU>0@ zr8H}&rFrNR4DPJs5R~o>QrWjq?s$@~ulH4)ZVmx)cF=-wo^uOKYXto%E1b&j$aAzM z*F7y!da0LMBjV4q(&@#W-5i3y_lBzkE|fcii0VInFq&UvDBF8HcH`98s$R`lu_?wX zig7@qtllSA8>}%pYxgwHfxW-D**TE1(kcCjIMZVv%Mz)r zx?jK7#<^C{Fk72HjnzEMG|BVL)aFd9S9!(=`QTG_R@pQ!KDn+2Y7O()#D-283fhge zGI<13>)w=fe6VvS#-@0yzuzW7tu+yrpo-X?Xz9zR@WiIpHI#JJB34s--~CRdSNgF| ztr|NiNdh#@P<(UQ(vbr*9Vd!>&*wOd(4%`8BLzmG)OGU3 zQFh8>aZ@D&gH2TJL8G~O#nn?@0n7CYn zhBi^%#v(bUCgzY;UwDgr$~P)b-`~Pngl&h0G*Kh7$Ws03>n8izo7J+W44x`?oMCyV^sAeuw6%N>d~h8rUWyDo zhao3YkZ*1r*=iMC**(f!!APf*xg(7_zL4!*r_6lguv{aMzMj$u;wh`IpSi;GWMmF1qC}$KTDH9`@n#`{~**W8Y4#A+nS; z@2|$bx$TPTMw;cZnYq8c{u>=+ib-CMKVAB_w@{v^^4(*7JNC^}zfZa|pY2b^zI-Fo zw_W(lZ|lcP<1eh6`6l6Sf#R4mz~%p&O8{K@6uzv}OG>d@=Ns#+m^-9->xXfZqpeXq zgeyA}@}&8BWzBb?O*it&Hn0<}Y`c?}ITy3~P(og22xfIfa$e>}lx)LYVi}j1ed;}; znu1nqkP6|-5;6OW$IYfvCnKW`FM}dfg4oYAdbQ{YgZ% zBVzVlcZq5oDB0hW^Cn;tFK7xU5PK4#8G?xp(?pNnf+inIHvSH==bBclz+#kaIW*x; zJokw`Tj7*M?1_SbU`+J7hj}}%VxmWmqBUWjy$|z5;Uyf>V)htKv?i?A>=;_}0w(&Z zR_oh9Otjp?yku2^`Ux@nM<9;{L2_O)OtK1w?-3s;YPDvo5Y(58+21~nu7kDofZzZ@ zT^~+&hz~ZPWEly>2aCn*3yz}eZeXJAwOXB$hz~Tx>_6WnKHx;jDkkUc6c)3uQX#w+ z)oP77NO)~k!YiA^Jl+~J8cFOifR4o^bS4g=9TlO|IDS7bzY9j*7-6C-d_?WBM&)Lv zaf|8G#{*ncQnEyYm36T5?PinM#iORI;{i?=5l;*$HCUYrbyms_8~f_n`D$l?tB36u z8`qYfH;yeoZ#-Lm-oAKtzH{|_@$Af+Oo(9FFSe_tUpKaP!}o3TkdNO6IoxDR@pIZ2 z4cVV}WiMR)zgeU{WPibRd13VXwz-2F-DIEO7qtJSXh30ML~PR^kL9l~Z4!JHG!ViS z5qnJJv5eRr7xT9-s^XV4-8!}|CpH@ASm$EjT(w9c{{6(<>P>D+PevESX$*N?Al2#F zHkf3&w55ShW0xxDGP&>?zl%KUoz^6zy_w$S-I+(0fGH^>@A0T9W{t4NjXAb}tY- z*n3npaGBionuLppD9bR{wsBFx^(KmbuckTPC_&S`?`_y&#TAQ?T1*co>={}`X;rv_ zX6x+wfk&|ihLYr(A7!7gOL3|C^tLGen0#bym07mqO0vPd8E?;VKbFT~TI*o&0OP#mt(&5De0)OD<{gCe|y98KYtj-w+c ziz30&6C>R`!E}E3o`fRn6<$`&r4i!OUzD7xrLIpTA5d$#wlLoTgWI{1$ntp5w_DMp zYN^t@TPFIwH7)T=JdEb&u%;@ivGhzxAWx1>ZL^BLcbXQEA#e1~dv9vnDm&$E;MRE; z-w}b!T}36)h>K7KMJAII7?&rEj`O?siA|y2N@*JZ1pZW zzZR46VA|I+buOFHZAq_KO1o0C{q{NvcLZ&U*zOUE8xv?cw}%ylO0@f9UpxQW!RaW} zmQQuN8Sx4d*~RuR!Wyl;Uxz1_o%4unY~)JbhJ*M`vD*IhVTGcKej9&-ZJ~%@;|s6y z&!x~1dU0%i1^Z4e6ZbXyPH$P>ybQ4IjbJ0oem#+WRXQy#d*k zVW;+2(4movG$x=Cf;5r_kwDRRjbFr<{wfG1cCTX+`(1qLPl8Y-?cHv#l9(Qmouctm z{f41QUZ2xlcgBr;LINSX}55CGIRx}KWfBk)w*N;v!7F=c8fh zz7S|UM;aT8Du!R&b=@hn02UH)4^h;+@^muZ0A)^?Xm#TyId&e4slKugtt2b-li(R> zECdbdxauqAZlKW#f{B#`9zRRw}crVC+28c~Bq ztoT!b2+X=0v@XFM3z6BM!lW1B^7(L=B{0RT0(?aayFuY|KQtK5aLJS$T*ewJ4Zqs_HvG70Y_WLzLWuQihEx{Z2&IZ)AsiXsSz$=P zZK3hfUu?&Wj~UPTclWAn`*#Skk?(GEan7l?Oldl?I_W7AHv)&lqnr~C5aIeley~@s z{=sqMt}lVBHwkuWO9boZ2cHdxV1{j`S+GQlVgxzvg^R`+{HDik%bO?*5Rc7ljO$)- z)jPOJRvH$!$}Xp69Zwtjn-G`Nv6c8{uzpzatRF*M4}+h+t9NO;bI5RR8I~>4nvOVZ zb~?RE(Bz3d*Q>>Emzg4=b`95TlH*dMhc`-VV{f3$v1tVJB#^SxDLwcxTrJsNMQF*- zF6d2@^hgPA@4K6eH03Bp0yL@izB{>cy?OEI*6JM;3jvyp;l1ZbFpkd5Xl8Qu-r3EG zcMCGKYZRm@xA!G{9hgAv#Dy-e1{_NiD3L7_xy|i_l>?7Dljek1XsFSK}RBL|?Cmam{E*XfHF;q-@ z7%gb|?gFU}gv%+n_3e+c3zHo!5Y=uONV90|SWm0)D6u8)^U#mAb8b^!(<}>7F9nu! z#k0Jg8k#~D>?pbZd2q2Mzey{<$#Zbvuq>fN6mF4Gp9wIl`tyOuxyiDG zQtbYSZ0A=c`!q32j&L&yhnPewk>T{!Bff>&o-u*06Bd(2ml-$ zg5&rAoa2V{P9b9m{-PS!ZZ@3Gd2TYNfG$tPKmnfvyfUr3`U@Sbz zbt37g(0{nH?JWh%i4s2nzJ~jrjoFZ1`X}mE6S+#LYtJ?FBdo72xWwvk?9! zXoSak3Oo)sbQVnO@uf9lpl?BqdygG5vbbFZh zI|oYV(owY8W;h)~o9#g9l-(n~($z9psY19Bp=A&eh!Ow&VcuF*0_vC;Hs~07Zwv^M z^VSAq#FxSFJt79Momv$F3MGbpcpSa=3P!vS1P2HxLpa?bVm6|51`>#vMPk^fqiDi) zjJUa$fpiiPqb`PhcbABnhtk=SoJU-Y((!`f0E{?R3!q{mMjiym0X9bIC_DtVm~dkP zR>>oVJ)A&%r3I%%;wvXHY$Xij!&CTU#ATB69s|~s3hUmWWpMH!;f5KUju38ag8@F2 zjy7Ds0i{DsARYv+=HgNG23X5!ErSI~#Dj;$u+Q%j56(sDtWD0l3TrtB!?2cQErSDz z#Dj7mIF8-`Yk{xg>H$JMY2tp~X8>(d!hp%~{uD{@5sNamZbhO?Z~v#;&{!KDHZQBZp3Pyc0Rcp_t;S^ zb)fa(uoFjso1Cn*LhR~oaaC7V8Ey~U8~OV5aEyX*^~=#;pF;RrEHj zD!cBynN345i1gOa?H*yH1dj63%c*H4Ul`6)wM8+399QF_vAO4NRIth7&D8TIhNymP z32mE9z2JJi)CS5@8(PpD{Pbq3v4eUsSGS1Jr>j$5AeXU|wW%9Nmu}BA+C=TQZM4Jn zZ}+pq(OuX&ZE5{%4f9gDb@?+SQ(K-Eq*3uXdLbzc`!qhAZ2Gol#wxNqGk%%p$3oxBwSDg`ozKS5WTdO;w^ooCheH51E;zg( zxHh&pNb=xQ6Q`uDCc8K}oiZu{GkQlvwv_!w)m~igF3g))|3q4EAdw(RE;s~e(91co z1117nE@e9|sZ6M^K)3HBSUR8E++dhV;Y#I7Z8oU~2a%_meq}Qjk9()zCXi;&^UMH< zCxMb-%v8w$D1!9i-m`od7Y8X4#xT^R7rUHW~%v#J!|& z#-Kr<;XI#GYp^o-i8q1J=>WooU#&$d1ZM<*@uY$M>OkO)i?>W$0hn4UFTy5Ip&zYL zYjG%y;K-$QkCMd8;?pg2542nh!EMSn2SbK@w+l>-itX+RWT#kE~Z-=)lCr0mQciqad(UKE$jFcxhf3l zodc6b7vYUtJ{Y!}Di>CGDj*DRD#Gw0q_GI}G!nqMvkP(VyaMOWg_Gdi*@1X~EWrbW zFv0K(zU$yWZG1-(&mhHv(vN>IbY@H+aj=2FWD(lWYVdz-WVh1(R{-eIT5hYA!bJe_ zb|BdBca6WrioZ8;PV6sv0>;;$V#VK^IEc$e7}1_?e2Sg`H`uq5*&%5BGq(=n`gywv z*y6_sXnY=QnPu(Wf=hplb##uRo#Ce*KwxY5sR#3B+jUF|{M0W>B3i>wec4^2 zHT=}COU}CuKlP3<9DqrIpL+E~qBZ=~J06Eu7@%}y9>N<72sxw#VlyxUCpMdE z8F&J?3|MY+7Dxdnj)Nu`Qrm&hg*(}8hSM>$-40YE7*fq(NUa8>84RgwffyUG9yY2H zwt*pa`50OqrU650Bk<2)NL{-}ybXp_oeE(a7*ff{(dxiIgCSLSfUpe=sk%GF+rU4A zA$1!Jsar?Uudiclz>tzjBHji=s_8EA_B>Q07*aipQH@|oy$-u;7LrNVU3=AoF=w>jaUc&$wQrkNtiOpcb*z|*igDaCFcy9p3%1Dhso3_1kpfTv2*q9Lf_);8if^DB8VC)fSI?*FB4<9`Y9Z1YzL_kS3I zp1rWe%x1varM^dt#TS3^6Co~~<|_4;{F4Yr!Z8a$&vMZeiR};$!&BO^^0N^1EEhcv zEHnVowCCUNa}fxdM-bf`v>SXzZ_F$PAXb|LK=ig|#brpSY=={Mg8Yors30}O&@NN; zI|zE#Y4q0YGy-p5a0NfnGn+#1*UxQO$h&INMyE#=IN+!|Gr(6Q_{9^&Zipjbas51P z(KSVq6(%|@`TOPht-uR|Akesi9r}hbEHZi%#b_hN2;konQzFoMrx@UlfxU zc029JkyZ`$FZ*j?p&>*_xm9m+id>M+=a~|nRsZ@jJ+rB=`?+_Mt@GoG{fIxSwrT^* z9Q@)hs$ltxzA(_XvtTshFY+BtkM2V9xNiO;I5rDCbElB`wOgbN5If98r0i>YSDZ1!6n zqlYmmpG^5%Jut;MVrkX(q^M%-tVpHrS(%jj~f^^Z>GW@6N{IiNx^ww zK*?iqt_F64<5TzF`ugs|FM%|&!qL6$U|&k0J=B?j(D4p;t2@e=nzDN33}HtZ!R z!aBPXgTlt-=*g)EV5d$Y9;4o2CZSH%9L*sZMY!c?%x6*QcQQtl(;R(C00d|dJO{x7 z5O5#@2jiPTvRe<`TOGCG>7vSIO&sQzE!ng7JoY=e_Fd_g2pbsQ2E(hOl;>~T>Kkrl zJhkRc>7>eCzX|_c?4z9S96gJP3oC{1tpo)bP%txAS^`J-892icZVG2O!cE`|NBC(t z!x3(5EIEJcR{k#jC~hKm<-CvcdM*sHIjXq$<*z9yH3&C=VM!R~ixM~Cu0$oz>%r8p zIqo(0%U}Dr)F49F7(0KIe6_VdNI%69Qa ztv2DRTqFv^;V`V`m%r|AX=}t$W6J!^TV1=BN68ZxR0@8a+Y@@0&2is$7`_d|hmDn% z!Vz%@&TvE=gfkow2jC1x#C|x#5wXv>cnKWgYH)@ld@r2g2;T!|IKp?s8IEvOW1)p2 zTNj%ziQ-&0ztVrf+@2@Dv5gu}op;~rQ>qZ91jE8Gyf|u8B4_2O&dB-5n{S;JQ8gv| z_9D=7Z^yHc!LzYkz4zBjeO?x^n0j*6vca=4TsxQu%*-_}remDLy_^Tmy&RqZH}5FP zTr?`UiTA9}y49!LI!Z4Ap*wdFpxsg+bk_|5UOTrCM86@T63=0T8s2dTaORi}-2{-I z0KWH1F{oY}1l9Kl-%CSK;35!df(Su@s}R1IBzqV^ftLXa%#NrQBB~Sw1;&HwGYW`O z@%%;z^qhs@%oA6Zfa>y#Adf;+yFqnPKB&qdszHe81BIZ2K+jtcoY}|UALOlo0?W37 z>T4XRCXzvP22p*7h;qJLejcJKfh<28R2RQ20mK?1pW_hb*aDd22TjxDa}4Vl9QGsR z^HRW*IY3^#6HyI8cxn?+71{|!tz>4%=b6V{1yieYz%z9A!zw-%z}*UwRbY{YA)>AV zc--=o^P`^ZBQPr)%<8^Ns+h^vf9gE5yS`{XGdRUlWGYgdW-=+2N|`rdq}>)gQes@s z-$PS_Z)nU&;Amlh$~*(34es~PFg9(7U%rbvl_sD5gNJBDK;l=Ct-s@PW(b{4H)#&B z-uu|UaanEN$~Kcc_Cs)MuI|qpukO#=_u;we-p?UA0p0&>fcXa)`hP0G`~!a7pFQBH zP}(vZo7#r&>&G$y(mm1q2nQjUnV(c(m@lvxX7}0XSbAOlo?}T)zB-9%F8%hi4D&43 zd^E|`H_L0qo>G_>?&Yx+Go2-IQ=p!B#moQ8G zK7?VG?hRFOT?klntenJT|Fu*C*LMu_EY^H9R%j}qrp4J`vfhellU ztmYz`)FnE4Sx8xQ9ecYeX@Ua)6zN;C7HBaOu7<9pQ?M?0Z z&5d(U)gdS|@XSaGU0gr-ljQ7R7%_Uf(oV@y5)11Olrye(`n*Cbcjv`Fs(S};G+)Xd zeLHCzJf+#h!MRSq&8aoaJtZ=f{=0+oh~gDS$)g#UQl^V!1Gtn?RDLVzXk0U7R#ioyG*CB58;yBG#)Y2t(&Yo8;fq|GA{YPZeaSvPfl<#Mp5ML zR-VfoJg?H`PAcd+ixPQg79lY$gnh<#z}nb1U4 zbyj7%err=uA`=-eLZy(f8Dz4b!4=gDd?wKcs&&TW)1$~1>9}SrA@59Y|)zzeX~TPX+k1jG(XiYEl+0Mpd{HFQ(j6W#v0|e{?8E4h_mS zvHV{Rj<^z3z0vV;!y<=^xLPmf^QVYkY6fLyA}Di6ddjeGjJBs2$DGL!#$WNwEWmli zG?W|vbk9G7eKV#R=O3xvpAhJ||BNvX_(!)j4oM%Zz0dWxobkBm!hc9!U-)O_waPyt zug67K{LRx&Bh1Pui&=g-L;MGP`77T1KIwPi&6L~h82p1>=teDQau5vb67p=0K$9DT z2ei5I@MenMVw7u|3c>Ku!#o>Nl&eG{5!jmSSDA)T(q3R!;jzQHwlxsH(7-+TLfExhB>?R~; zui%ea9d;Dmc?_Crge&FAdBcaH8H`!20n!6vK;2+gn;u1*&PT~!I*vA70VhqgDd>dk zC0tpm)w<#UVUhd8JQ0{@tyb%j`@~D2@;o_Dx0V)l8O=x3WyvR=o~&*1iPTCGvlQoxD>seBlmMbcxD#IkH7 z%<4K{QTs}OnoY6Lk%7@lNK?;@gHCX{*|wgE3}w~w<nt>A&X%9I1zWyuGc@zO z|6gFtUs3IUF$DLz>e-Oyw2gAYCZ%25Lf_C1lB!%z*pVKvQq^&e?BC(b%MqeEn=d-& zU8>%NIk}JFRB{y{t5K9sE9R#9o=f zmzNb>tBDPP$d&Fd@MT2w%C=Dgu~p1)biU63GVAne#mSAW(_E~^GLEf_^_9P|!K^Ko zO(xI4NwG4D&Vv?jtEK^FHN-o!_6x{NWgci|CXG&YTV!vwM#Q|H2Q!mcAK9!FF{W@f z!*_@Cki|uY1GzvSPvID7z~-JF)D3Ra8)z^AfEj@9@&fsWwid-svVef&kPA;}5mCYg zk$JQA&jn^X7Qk)FttOK=azQm8-L}yi*I&FfvYrwfP?Yr}z?=d(>K%cWBwncclkFJn zV*ee;{5ZB{%n6F*xLi%9!B6Vr4yoMHYL}@dh%^`Cw~k%GkZsWA+0(@IuFoii`M=kogH zl9Cduc7&*DDG$Mgt!%C`8jMzL387i;>8!-`MUa@@Hu01qZbELb zq$k%>HJ?pQhGrMlXDFBOcN~Sg{F_6}5(vc13o)*88858u?)UsAM zGI(y1YbD^Uo^h%$C{tS~+L7md-Cr=&%A`z{%{=L*i!NG#(=oPLTW#4Tjt&ZmT9?pql9r z$hw6DvS`pai8TImLt7Ju|FO^(@XX59eGoq+p&0<&C}cteF+PwA5Y=ew)R3gFP@8aj zcXb^d$``qx_jLp1Aw*ev3Q>N^Ql3DR6_|+fM?_hZfhcFNl&KJXBuz{~F(ZXe<)Vss z(j)*>qp8eKlD=`HfLB$^OhI`e_hMgU87$>|mU10Sd4gn>P@Ofo8?AX(i8eYpb+lD0 zrkbIUrOYdfA~`Boe_TvZ2gtcP>ocgJL8Wj?t5quwRC1J2vR4oliUvU)DCg?sbWL=f z8>qy9${&bI+831pPyx)j`Wm9*&bkpKHhq~T7MZ1QMrHYDO|;{P7lo8R38_wqt`kfb zqYzJbSMwFKKZ0D84D)WPCi%ow$77-ac2?Ht)*!rws8PJdFyw6k^<2Gt0;UxghUbyoPTri_6`^}`6o;~}#t<|6`vSRB;JnG^i|#vc6B_FZkBSW<5M#64z4*I6YgSaI*V(e$H9HDS-q2c?NpEY)jjN^IY4aI0wmC zM`Bs58b408EAf3u4Vrpwa29z!pABUpC4OQh#Y`cDG+WPSHk8FG@#B1K1-==(+9^4> z^xX+#EjxIdd5vh`7yh~Lt^^e0v3#QqAt;KD4J{?dv$R>!m}TkIC7W@u>!!aa59TK(kfP_X$0@4GTsN7j(ek_`Ueh$CH1khvFxS%Gd!kq!O8elv zD{Ti!BuLVtmibi8hM9_Lz?GBVJdsXs1X8G{K1)s&ewqe8%p zidX9Yj2W9LN|*)ltR67blr1X@edXYsPEH-q?|jx^cFb-wxG^EJ4GG3e(f8VDVmyN&Xt}wEMt() zY_v*yb0z2Usx}LrF7NLi#7tR^p_O~XHlUrBynsrXwNh{DkFc8%no(e zu__=Ug%SV0aT=*U2!AQ@{U9e#km8waU zVRt3hu^iNf~vnBwJt&eJ=@P!X+G>FXGI z;Caf=icwZv!^i_V6bfz_>8lv|t^^{_O08BARf6DMIH?f?iEsj)Gsn<@b5XAQkD~*X zv|1DVG4fgu^LF3B$b%zhcPvKU2?iv^C^dJ8JnCYUj6jUM?NM~#0+eeM46KBcCOQxq z*h>)P(`r3^fFKC2n83wil(TS09XKTtd0fRPLoiVMFb{k&@(Rg$rf@51@IV0`9hwZy zD;W6)n&|QvX!4_6E8$_l1(hizM$rZRn@7>*$Ds*phE#r2xS4J+Mjim^@`GZOAXt#e zQS`p~C|Ahk-?suzn&^FpVE`5c&%PAy3kVTY*xlh;_kPoNGU?!yUg+}*+Js^z8GdTc@+y{}%D z5L*oeJ4iCcq7<(l=!L=1L@(0thQ>HF7SkQKK^?$tj~tx}nu(RGP9|RdTCo`%GGE;< zUt9CG{J16cZ$TzmwL%@qI!5xe*b<-rNtV_x${7CcxA*)nHov_;ZG`i`*!&3JZS($l z^7r5RR=5lG-?y<1^10=f;^(zX4B7j+{%;XgH0aJ&(z$}WZI?44ZmSflA`)M9<+cV% z?RAo4qIu-&%tsB{Vbvn>*GQxAKO;Y%R!ZP%P5MLTG@03@ie>N^$Ck?ZIU~*yP0o>> z&THbEOrimsmKtp`vzSaih~IRtZTTC@0;?Y@H&1iJNbw%BP_0YY<_vMx#wy*ci{R9k zoVTT>%!!`f*rVB}Yd7ci_mB&AX1L=W1XmQbrO!#7-u#@oQ}weu(k!Lb=xrE28ytOG z3*$Cf=!MJTGk8i9*3+bIIhbPkXXGQTNyo_sk75tyI3~MD)>qwcu1(iNU(j6n1ON=v&)rO~*;9 z;4N~Kb=7dc_h_Tei*y9a_7p-Az#OM59L7L}!<>q->Thfy#ZGld#;0b;c0(;?$;Oy- zMiEqj9W9RUZGDw*d9X?|A1;!**gm0(Jd>b>r%MdEX_ygz+}F#Wx@2OC{}EDUhZ~>1 z-?KP|JaG<3s<47oFrhz^I{1mrO}9sVKE;r0k${%E1Ibs}vWj|VCj)_mg5tyCymOB- zbX>S^J-0I4ez`8+c3Bd-Y5kFo#|PqYX4e!9D>k~{zNtR)X-jmM)yeHI>oRSxZru{S ze)84E1^CAYo~GFz-zpx>Tli|@yp+cWo+Lw8ESlE~y3x?R4_(n{UWHc=7H@$=0FH%l zOul@ucmR%8I4a>Ngd-J>n3oUO%g)rzF?#&*yhM{z=?z;sJ|vY@FExvuoc@X63wOX;sG1? zJrrVdm5&jX*aD?~58IEugoZ$%XfioQ8-KN`@!V%F0XE-7{;S5Iv5zcT#e1J0? z5${bm&L5Iq-bIUAK=iDf`%%&S!jO=Ric8q7H3j8|!&_mP0>jiOQ4`Nf-eg5{OpTDt zUh}Y9Yaf>%j(BJKVE%x#X4hDhDAA*m*Gkd+QihPsZtbvJB9F=|!{3^k&+n6#>G~A4 z(!`^3p(qT8!?0S|t#x9lEW$oG+c5=T`Mnld*;D`N!7VUn&*PQ@eaDHu1NcKW}qy{=Bi>{Be`ZEc7iJU$qEw z$-jBwIjd;%cMcUKsr;8!m;X;+>Mvv5;hpP3Wv z?T?UR%ix=7v39O+?4B%=Ywoj!BFruMC**UjN!sMr(owcJ9fZR{DWt!5p9kdyr(RP( zUn0I9|C|DrjlOFD&t|7x3G7^gM|;n!a`MXEsqvGg_e=3g;3l%c*<&$-;fVFH2_EYW zQr*WZcef@&R(^mke<1jTUg{f@8!ln{k)Re=+p*qIRaf4E#F|)H8yL3=M#n@jL`Z@6k8FNhLi6{(97a{4(8n{SzRoMQKGK55#)^3enw5p_D4pve{6+;qC5 zBbl&*>?#g5ekhHWG@ESCHO-1k$OYg;sZk7|kW(`qT)|9X<#y>AzSZW>so!hod`ur{ zqN=4ZBz`;Rqxync3e}tAEO?Q3px=`997y*~d-mBpf^mXXQIJEhwdqX9ULz5AJ$IVrHTkOOPnr05Z!d~9S9Qc=+1RI|~E{1O%X5+9?WYOD7o#9>p- z-4Ms0swh>s(pI@x#q+G&vv)ql2WAYGR7K6gd^_J0%4H`QPn=7L7A-k$(HHG$uZ@gE zN|0AckZ(N)qa~V2?PS9RUXxuyDUVi4x*m^&zdS=TsRE|t(aC5L+UV+R?qjrohw?^m zo%a?ha=Ux-HBUHpq@43*w{v(*SNACqpj9*#o0apo$0fB_7F0}8skUQ1jfR7DMn<~^x;L#{yk6|cU0X2 zp^>P)AIT1T<>?epq?Dk4Pqa6TxQ32T^ftNFjr*F(ypA%$mifx3HH?R}pX`+Ju((p) z8@o*@(G?L)$l!jEoHX4tn96q7ReMgYe9HOW*b}=xRf(S00ndPmlRee{|ak&7(hjE5@Iy9&PooII*HAOAP)lD7C>R z$ki&pNA!S9tKG?YLh#;(vtrnNN70J#Hilzb2G#Jog`E%c;^0LNqFM$T_lX{>P>t}i zgg6z#7$kLB977jD`gh|Uq6Z{IMIJ>L!3!cF16(SJ=mDuw;>mfZ0HJ|wt}@8xVo^7$ zge&_1zyW|pD2Z6M90(ntUNnxOO%;H%0m8);0G#hRoVh4jH4yTmWP5f4`SLJN8hDro zfa?Hd^8hZCL&=&$4@wQ1A4Bg3#O4JcHURGg9YycHj#+I2#7+|N63nt5h#g>Yyn)Pt z8$sd01XaQ!s6_Y>E{nyih7yD|z~VsFLrD0#1jG(P=6pqUMjbG#`8s%Ix0Hz5>wi5afa5{)LKs|NV3Qt3IE4_Z5%jvaGZluSe8xGdts~7LZ!? zFuZ;x>am=RwKhrPMPKE^lV2;gaKuRsdHIpJ6^!0buvPQB6_<|Qm)LHXX$6EU1WxYU zVV@_sxp$WeCzssO8ovuX*8$BTn3Ll&Tr_m?n^F-3XMqE4uG76c>*fiH_U>2N$0c{X z-DC`5Y!V5O9Ddm)Y?munfo4tY1q!cI(jEC55)HPH7R4o}Rg-Xm2j%qe&hB}FV!cOI z5K%o=AF)y%S<@swB|mCQuSu43eiWyf)VK5NsY+Q_qw&l!jYcmx+aA-fSeBY3v!J2w z*4+M&wG;6zEhZdyai6SOc|dDqSSAVk>M(zqjO9QXOxTNlr>7Zyn)~ z0fCF;1;q{TG+7^DVu3p(-akA3S+f7wd};|4FD4g=XV~D|F-3_IE_RtV!G!5YOG0>~eJjE&7vB6Ow(dBhR!Z`I03c z);jaQjZUPFs*n1dq(tU;A3{j0&MA(jc6f`#a4Ql|QPd2f9v&{kF-|bxeHF!)AbAc398)tecdo+^%AlyZyt9Z#> zRvLS?YN8_dA}f*&O21!g?iD2W###JsI8{6%dJ51bF>|9jB@}o=^FY#fekbCk7kawQl zBhSq9RljQ(lqa>Pbz&_AaiZ+=bP+(DC}CfmD2rK6l;A?dDiHuDN;at?g5^Yk3W9ej zq+oijWA^_?-g|&WnLPR9Dgp|KiJ-(aD+sIs2@(_p14@uENH(INz(|rfC}IEs6CxQz zCCQK+(hyXHQ4mlGBT2$YkQ^j4Gr#Hq6~o@{-F@$WcmI3Z>Zz`(e!Jh9eI9D7KV7xA zTuW@P&QAK|Zri7Bo(W|p$(fEKtRp83=-3Wj)k*ZWIH2K*W zFR|uf50)X=U9|I~_^Wyf+%xY2{LPMMJr@P|n@4u}Ey6-AwxUe=o5wxtghpal0RW_Q4o(iILBoag-CJ>o&Qhn{}gzeWf^zN;gQ+D(1|k%AkDG#Zg;6p7rBs1b=^zyGF)`e9%G zAQ4UUM-z|3L=a_YDE@`099h8^qd!z30pM2wCkz=hS(--MVYBt0heg? z2X^DE9wjSg9R3htxT(85k!z$~k8RRc)C<(bpgsxeR8ZGM7{-BG2h<{<4w$7*QOtM` zv(JEfJE-|U?F;H6n0*{(&!|6x+78sRpbi6d8K})cod&bv;a}A(p!Njyb6S0|8P4h? zY;7w%d?n20fZ1QwuR(nR)UdU!Fgpm;2SL3aX5WF?U)8X7D$G6t>dm0$0ksdP3t{## zm_4H&hDAD$;;gC)X!Y?|sad*ks*@lD_VO^#8Rma8fE`u+6N0T(&8Dg92t&#I;dZ@J zYk2&SA*jEJUT4tiMaIEkUE_pp!Y9xLxOSB%E*ojb)2-=>xM8EOcbuMW+yduJnYGoY z&F24M_GY={%@h`0U@Lv;9 z`JYfhqCwo?xNdafDZ@m3tu(iu{nM%%Mga%{+z$U*PLk!Pc#X;PAwIG6(*T!&^O>DL z#cJkyah@i8h%eOZ36FKq&>?P!Z&+T{d))$jpgmFFOF+C=F@M5HSO|qD5SHf0D^q}_ zf$LO%QT_q2Gzl|U8hu?et}~1{jpx_m4}hi7BNWD_B|_@shNRkF%(+pIbeCNWZzRfv zrJ?J=W<4mDHGN1UZjj(p-T8o!eL4}bSK4_ChI|OJrxQ8(!p%9#w_RypSuk{vcT-Bd zSoLYetEUwqk>GBWNKh9N36?8XcSbeKyfP4cdN#$}N50O!93>KDL5T!m38wIfCsk?% zws#4#XD)YkL zn%&8O(!jygw_H1n%AV6{cMM&gXV@`DhohRfmO&oDmovvmLnDqHNsOD}{n>z|F~-BDQGJK$ zh>ToP*W+s=$-L#6jobSITiuV;WjqDImt?Q?&7MP}UMtEO7n{isRM}G!RrV}`%ARCY*^`gdY-~c2%PFxm0-z0b@g!9B zG(kyiFh{{F(!B|&88&AaJqLu12q0`sQ0Bk{$Q%!5)AbDca3-pXXki{3Y5NuYrAL-C{f$|QC zRKjDjc>jIh&n~}q^l0>*A*7MWE3_4P7@47krqEW<8@)mcLAg}S;a9fMA4M{htC9N? z+6vliGO_@~IA#@kBPgh9;w76~BKqRfMMo!HmYkA=t?)Z?qX8FKZ@CbNDFgvZ%%cm5 zd2}~{ptuP-s0%pxL%RSf71r3nOpzf1}(G9^{>~O zz05nM-|uI(4chLTHNWopXB+fNE0+KGUca+}*A`vJ_Wj-e!Ulac+@@aB-_O5c!}$8D zlxDuZ4-rI>?s8*paALrl#DF)M@B$uj6xSP{3|}8EMbT0ByNv~;=&{sk@312j21%x> zF8}86EYP2)zw9@SP5VmGx9ofV_iWVKm|)$8{4Eg(8#{0I?6i z{$D?~8JvwStX|2KT2c$Xhu~KL&B7-!oS$qvcPXS5?l3&tVA_^eQZ}X?;GnVZD~jg1 z(R|yb-E*G{EqRh)W;|W^D#gM_w@&^+kC2ubhS8+D7Z!vk^CS@Tq4v2xhH1xiW8J~J zgXC`Cjj<+|*4f*d4LLN*{^?9KWzwH%T|D|3r}GWp9lJ3?@W*l zjK0Q;xm5*N1=d!`Q+R`C@^lI~K7gW`NjM0;Pr*w@VRKs@KPYT&*1+5){!HYVh?w4) zlmkTbhlQIVKjBPab4^s(JZh$}Iruo!$5Jz;uBHo{gS51EI#1E8dROF;O9G61gViVV zP5mZY9cYQ^j!rBIvUuwyJxVVbiEpO;o)@Rf*`wuAN*tPz)nZOEKx>>BFj_{~2MU`% z>69>LmZ=>o;y+_UObRzO-Qw`-fY&+%LI5o^Y*o8`) zhm%fC?koz0yn?jIE$xtfr{_G?7QvMpWly0z%HAwn z(KKp2{>Vr=sNKgN<(T&txnHCj28za&9#bjY7%9IekM7l3F2%SM_C8#~d>Tbl>$V1h zJf8t*?U3GK&D@~74FA(|x9(jIMIC-$Y?3wc5cl&9j8H!8Ba zx2aQ7%cb2)Kp+MJ0thNVAYY;|^mOy&n~Id~ZAbM-g8D@#4}J)6TVG$Su>91?h=ob1 z<(GA9%wNQHrUQx%tCgHy)#61@`qPBbfbD%P*R%6IARC}Rf%@0M7|3QFk>mbtV-~sB;!O8W1kT-?TH>*)=HxT~?yY8f9ah?`0rf3o zmYi4O%k@qKF5Hk>a(QXZ$ro3^MIN))#sT<_v(IO;(~6H z_`J~+pJ%Qx6e2Eo0>gF~UVxz>apPH%I2$>|=Y?JOgMICHvroL5tP3e37&`gw`c-G$oR_)Hap*Y2^?Iiv88XRw;_xpPI_7Tsc5FZ2rPu zZB-NL(ak=};cKJVO%EqCxn8&#vDGNx7e8<_5?(u*sjy%K>vpq?GVw<>X?SJdH;kzGD*5O>nI}Eda&FNM>5%zKpiBH_kJaWQ90(H zusWHfdy7nozt)A-eK?#c^1|7O`v|CGL4DXiVO1=t>ShJS;@W4dnd$;;0thrCBx>W+|R!|RSvM4zj zF$KxtFYXf}?^^9|`NvI?dD ze4`nA=y8AMdgTj7cUH>bUoQ|MpP1)wxy6G-xSvlkxY39ed)$}FQ{ZUiQ?s)x-+(@v zW(Qf0Paj*mVw38XTgSOptW&l3n+G1s&+VUiES)b0X~Ql5O&$yT1;gAASlDY)L4&@O*a~x9XgW`4TYv=ibg;(n+I=~ zdiiZc0UB$E52KE^8DQ5!kshI2=yVDJXav1_H`?uu+G$-4`u9-9{6_%IS4@rd$Op&E z)o{`2bE&{2jjy93L~?{|>A@}g=KRxuRUz!=&7D}EN^_QLRChjVmMJy} z+x|61bEQ2_iim(Yg|ZMwy8p=7@eC9+Ka*(17fxctbb<)7*G{be*C`2r-jh@!xc;S#y>rg@ARE^l3x`@bTJgyeIni5;bRlL^j^3wn0j znm1A}RD`W@S8z^m*gjxdb8y?IlBzN5m@2-AcRMXz0k1KzGB>Tr{7czy1ui z|AhLO#?s6NoN$Z}N|pIm{w=mhV zvf>|Z@8I8lC1?vYuKE8A9>jd|C!owUkVenz2OLeiM&S(5CSYNqr&^~*(e-GwdPz)glMEo}!1C8b30S=!iAPjAa`9iyQKEe3KrMm~^# z_`Z%2dsK@7Io^Y*rct2|+d%7p|z9is#oEfc{99L6Tz@V0CPL1c@;I&N}&Y$gqs!9o7xi2a4bdtnIc z2uHU}P(XUgyG!FRmbysyFBc^2nph1vwc>;D*qFiXdQpYH8f1&+S5xmb~tnm%+t`-nPwq&p6 zCO?YJ#6t>Xdrhn{d@Z^#I#6gYDS}VX#u|HicLnPhksq{V%j+0r>@KtqY2+dw%G-nw zao0AIntYsTMLUFTXbEY_Zj~yuPq6mxqPc1tjShgY9R%jYCl47Q8v2I__u$(18Z)Sw zL+2PEnli;Ua|EiXsJw@z4Jc5yOPGh^o|a!=)cOAL&<0iLT)265NMzERq+JBX-$G< z@vF`oY)7CNXTmlSkXAk^i?~@8q?N{~b_7>`-$OCZ?+6;^X;6)t;n~__6%GvqRE+Z* zf`)4bRAZTP#HX}Y{^(aM4I`ZmB(h;3Xx`qs_jBG73Zv+@%i|S2K`p-LCKD#qw0HZCwMu={|%ygw#LEWkx{tZ**6vd`q-Ei31^K4y|HfYxhiJYrRxmc=+Cznf99A z8M*nT?Jd={B23~--s)N_Ux=sF4ps6Waja|Xsp<4hA~uZ5m>YkM+zfq4b`a~%+w{bk ziwHG358)-d^A6=Stp7Nu;!?!#-pJK+)OyTq)l?a;JL5i5t!>ja2O5?hyoZrUICDq^ z1zC3bjdV-brcwN!PkvrhtNaN*2cSUbCv=$Bdb&I?THe$z$NDndID(9T_KK$U{^8N` z&VCj$4{A{y1rC(_vL*I3Ovh0+e`%lprSXH<_6P~7Px-le=(K3Oe5{N9tdRl*jL4`C zl_a{3T?E&$$sai3U}+K^EWw>^%TRQX0f$BOO=kf)vjib$ZXo2$D}e|t0rrKm)h`vxP5FEqgc(p)$)ItWKb zP_oJdm8{Z*l2y9!i(}Ry?PU7>82hoExp)EG+ch1U1On3VqK^mm*&YA0RxU zS$`8!y~7LWuF5Vuead^=!l0deaR zn|Txvw>u!`9UyMCMXc^aHoH)O)9TbG1ICt{TWSgrw@}r43`Xpb{Vp!E8It2UidbEM zba=3|2^2JkjX*xYr7(gE;tL+Nr~-r-QUWf80_gihtoCSO*T6tA&k*jd1JK$3i`I*hmD_C@+Uf=TO&b9AL=8Q0@FU zltK^n4uM>OLy+Z9L8Y*CKoe`rA!6mXzpxbcA^=6kkHUv~VJTeH7673ZB;+ZVDlC=B z+hkP+H?3`pVGsw{;TXUThl0CfTLgk25SWADE&z!i!=VusH%T8)Xy;p~>V50zrxnxJ zmSshr)mnEl$YX1}(DX1})mX1}&gWZtlLyA$#IyoJ{scn9inL zh-z(K@!lPg-NDZN4Ii@=B^J&;%^o0LtMtexUGwt;F`eHJ3nQoDGCJ8C!Ma$f@JX23 z4{#Yk&NPn~_D>y4db%T=fxh}8#tGgaULRUp!nMX6Ng z{siaK7dTV(Sj7yxYmULW5xRQ)aQ6lx7b|y(1LpfaZ#Yj92 zmYIc{sVVEJHi>M36C?_U4y2b6Axkp_h?nguG(6YWGA%I~=aElxrB;`;O3+lFo zlkK(lxP0(2ueS~!Ejge6q{onPTW?hA)yTK(ggrG|Y8gP9QQQIQ_@Y{`6@agCV%%GD zT{#V;c{8bcdT}sBb+%9$=$d!ipctnT!|8b^v|SmBbV8v|x<-Q%PLGM+P;~cn#fg4@}Kk^NzO1@PXB!ChY2)gsJ^%WNk zv_W$)+EHduEiv7w75B;FI6#I~*H754VW(!@0^r9hC7jiXC`GB%w-NkDI?8>)ZC2$0 zH6Uqk0g^Tr5VKlkh7`_;Spce0AaqH3hJ5&{zsrb4C+mwz6-Mf;k+kujgGB5 zw#VCw>Y`LDzp5wvrh~?U zw$=B2%oZ;g@h~%H?ur-FJBNTgQ2n8I>ABHs^N7>!sK$zs%LM(zLICm%m)P7zJh8j@;yFPXci-0^ny0!9a#7>dTKVZoT|FkAXu?_e@eHbNrT_Jkx&BUGOH>X0 zv^}9j4y35c!wi}Syyu*-kPKU5I`5~`%#*?9$>NhJ6-@?|c*rf;reB41^E}PFx|bcQ zTj?`$-telrn5^h=Y7REHyB;QWSEY5qv6kTZK2q%d~<^Cu5V|{;Y=PzI7N7)3|*> z&ZY};hrFPWmHf^!h(Fb(Q6?21(Z*PMRt-`mba3b{nF9o^TxIHpTF;gTR`l{mF#tO+ z32Bn;)DD@t==QTX(cq6|boaNRa4I(8wyLFUsiLraomG_L-9dVqRTS>EB5k~V=}Y?F zaNNTwTRHj|d8qy1;8j`rup)gDN88&SaX5;8kV>M{R{7)PX-T-(`Ls~)PMiv@d<}gp z!LS2I8z`qwIuhTK%tVsx$0_0gLEWBo=#){Xgu30R+l4ws z)G44&KArl`O|!(Cz5vQT)d z(s}b^)3e4@2#JLf@#i+XYn?M3@UaN-Hr1&+JoRA0qS@(c-RKynV(g&Gu)*~qm0>>A z)n0=x7~{R^|*O>~4^lI0}g{blsSd8R~b%WMuztKB0t%RMMc=V<{_RfcpCLptx?06g2{B#2oUVk!n1(*njpj60bZt59Sb z1kdQfw5@-)IDWkFfv~=5C~eDB@u^{QuV@I_G%e}uDO_S+Y8F*;qWIJ(xlJ^r(ezHz z*(*4)yi^&QnKmmDAAy*8x5^kGPYB4Yk8cZ~1gzptxT^nMsphq_wS)u8SJ>d2_8MqL$j zrmUmXh~jVFDbn|dz%HjWZWqVgsuEN^8W z-nDD}i9EUw!A>o%VC4FXu81$4&sScW%G$AF?;n`8yBwLa`QJ8p^s?AVMH1&WEb6fO z-yyPgY9dfs$rV8lhIE^S!w%UyRLSVX#HnM#wC%;K;#BV*+hhH@xxDPL>}Zh2Mi-@; z<;CHeBbQS*+?9{&ww~Lv_}b%F2AD8q`%BB?BQ&X(J2&VkMolcN(uk!QhK?~k5KXm; zuh4DR2~)Gb(y5a$$Lf}i&t=24^{bnC7G_-V;lt6Cy=^y^MM)n@T&Qh1FYk7Lz~!X1 zuIrjb7n(Yi2qX1!@jEs_mrK?ft#97CFmQk7!51f&AyLMPLDnW6Tb6PswKX{Rg>zyI zB5WcrGp!TY*t}~Y>jCMvh8xEz!Uk+MagEWBqyr5i)Dp`dx%aA3>y=CGW3#UKuXF7d z%a|IUD|top_yS3mR&1P{cmV0qV5W{xU@>Kx^{VR`H+As$imR6OtkVMtmXK|o@C@`<6y&CD8tpRDSBdKeN>zC#!l#BvxHU@XtEb3YaaA{Ub*7O zE?7#E3!?}XsLxBT{;_*NHqd?2leJG{QR0&k3E|JA7|NKAuXDVXhGZu>m_AZk)!&XC zOY)@me8vjhn>ZpdoMvKC+1igAZ?hQdlAaoz%9oQbQ;t2k#KP+;-!O6InA+y4@p+O= z1jVt*m^N$EWcSH=gtbakznI{Qa^fC3+P6rvEMU&|N0puIDBhadZ{bA`3ioVX7I z@FJDsiE+jT{1%mzF&{IFF$aM>LHlQZLy;r)hkCk#Ysr#3X>Y4ol4`JH?v-;D%RFl* zB?+UJ7JcNYF=b51vo=z*i$H`>`|fk>bvpTz+P)K+3(s0C|ImgV8yX|h$>*9e!SB-F z-{?wsvw|L>dumEC<7vZ$y-#K0o{Zjl5nIdR4!UCO2Yu6*eYif0E}t<%#u>vs4sJ{H z2X?gc+%`6SS>AZ+?3S8gl_^@_0|V2S5+6_1-A)BV>TAtJ3CidOWkTM~#)#zZiNo%= z_n;W3UN6B*w2y9(Am&9jMm+1Dxb5EaC?VF=Wk95hY?8+|IUJbu-ksW-kZFn=7wIFL z=CMtIXc-PfuaIa6iKrktj6@$AFN}+fO2I^$Z(!1G9Hlj(14Mb}!vd3DpwSm(Km&tf zIvC9J7#Y-^_tqrOdroZ$X5}uIagq6_B}~2M^t2`{iOhB7p7%7c&&M&J!6Yep&<1rE zyoL4VPLyC)?Sj?kcOYw6I5{KVHDF{UFsbDu7=5e*BiC}+XX6m;bJP{~3D`6?HxM00 zq7O(kibU=px{X8~qt4?Zlew^UToSx zw_y>IFl~JX@Ak)q9M^#P{((skng#}SdE~&z6O7IvBhGLzdJfC%x{&7@umBca-8??1 zyIu~q;MHD&iR*_A@gSoYL#-u#OL`l&+G95`u%SL+_?7{Z= z?cs48w_kO`#c}&X82L#fYf|pckq3puER5L4(%iEHR=xH7ML@5B zihxm4dJj|yRE-_qlR{}wB>-gs;IPVqFmknqc5FgNLAQ7OgK(ateKnGs6UOx<<20+JvEP&1fIRjk+ z@&>vM6#Pn3f=lJ&IUS(8K$So|sviZP+{oFf&*$WrykoG}4Ew3!dFLxh{*pC)oYi|j z3U0m$%2lA;GuS((wI;}o-q_JSNmn&*wAHB@70?}#-y7gou644JPLi3VDVBYe>_x!fm{^Yg#%Qi2(H@_r&Uh&)p!M6?n7dvCmUOqc= zB$1^-vID={aZ$GA+kYrpPLGOMpL*-e1HL~F=`cOKPA6zAr&~s>r;!y7eOh1f5?38_ zz5Yb4<{CbWJ<7hPW0&r(SyXJL>EM~lf43pBo8_d`Mqa;&uP561i`|{Y;F*>ZlF7r{RkF7fn3rTSE1`Km{)m^e7X&@ z(Z@?%_A4U#kad02eEeh8ifle*%<&Ejj$(?DQ>duFZ7UWpR~A5$`KTmdy$Wws8jv9K zalb&{T0h5Sq@C9ngNqXr7bGP)WFvVsAuBFxha~xe3-+XyU*HN1z6~F1tVImA#Mmw( z*-D2K4OZcs2C6B=V*(P2c!BZ(&QBLu&*w17e7xu?QWhs2W3WoQSzMB=rX@RH zZom|^U+_BLdLgfJ#XUad*e#c*JI_H?%*T!>cabPnE{i=;s&_5+fG<1K#oTwvPBkdE zpV|k1{cropsPxOn41U^VF?c@wSg(xA8~OHDhUa1L%GVjOT(K)oz#S<9s>&S%+|$4# zk&88crbG0osf@+#&uG_~^gJ@@nU9O7k1$g*BsA5OdR9HIRes}cG{<7wmPstt9~_^| zwUzke@x~;bzW25QydKVR;S}kqrKA{=lP2+AoP$_JWo*xwPvnkm6@CR7(VQQ^xgk#J z5X0jfBo+eK2{!k`OBjDyJ_)3~M%>B+j zHtn8gZF1ss2;3n<(o^=87wtn?32Gr0fjg>9H?_&qR>vx0-q;J!WILb9f?GsBL`Vv; zFvXCL(0W1=nn~C(Y~@91o zc3kYzq26auQk~L~Tg&LW54*WHmFAspqMKBQJJc=9(jZ#js*jORKiFH5E_QeFshe7> zLQhuV`G}F)^H~}@)6IG-%EW?PGRTCzwh?~m=FsI`g)Sw=HiEN`lBIFAZ@fO{c<t3|Fb6n*c?C?8QQSV!?b6;)4|_)M6WsyKc~8nZ>LpJH-Mw{ph#Gqvqlp@%4{1b= zt3AyPF$JSvdMmb!j`dcgj7;@bEOqf1{rpP)xr?LDg||LWUwE24@CFmZ@c zGgX-|-ly}B`=F_c!Rs%&54jHkQ-c_FU_K*81DJ8dX!@^CyzI<%Mx_$oCR#{kqT!U* z!+^sey${k>B#jkPG1x!6@x6Dv`7J#?dDwO5k%s|#n*{1GIox`bLYJ8C2Q+}r3a3q5& zv(%lPo~{`4!uoULNc)K~F#l@wM3EUTd7 z<9AqdSwY9Phm#|=UBMt01Mww4BK{!- z@9++bv9znN0xQC9l5uHAW`Yc``$@*)>po$#n^&>;4XA8`US zLNFcJA{CNx^gArM!>(SEMbL2(tk(?edO=5D(5&gmv|KCbSOaWzM`j5uR})DQ-zM9; zHHIP{Vpo6C$B(!f6u13|Qx7QO)^_!+VSYr{x7a{_LC35LY@mj0?;uQu#adxUL$GcQ zJkmk7HyCyV-vHSTSlC7zXja0yz*d8O0%$rF1soFx3b5o_ikKvzkofC1d4kupHN%*5mWX#d& za?Nlb{RR#esV_1k_wqROSRI9r^v28m@Sj-}ZB=0nm$`N*-A`Qs#geiwqUJoxUDv0O zX=sdfD6H8MAvjdCyZT#8C*Ck7mfX*5Z2GKYyJOc#-@M$IlNr*@Pr|*b(vqEd^vW6Dm*kLI>C_7mQ~lPcHrYxe)>!33=gp!n zKj2gm^oH@(;I5ZO8`@;6*!D9=cxW(3=<~(JF1O9iXF5{Xc=1V3->z!$=Qa2!*+cf( zouTozab=oe$MA*)EA9>usNBWD=jE{LX%%rrZ!1>>^C@c|KMn2{f5@OJwuo90r&?Kc zEt^jZv!>HxkFjrT!qP>O50r1vo#L-JNaxd>EJ!i#uJNjgaz{c<>2__OLqhoS1h3+d z$~ly^wf~Tet2QT27KZUxtVzwnWl6Yj2!iy?3$A6pHq;eScHEhcLO*%#lR8r)%;P1z zvGRMgU9LSISrU`h9T8(8(uSo9m!-n2z{|Dv5Xw2N=IboT`|NOmDXBRrn)3;Akkqt^ z_tGn4$pgH*&z&+5xGKC?@ES$#vH^<)xuOyuQ)r#fY{6RDk`Z7UN6W|Up6p?-yshc- z_?`vJVCI~|hg5{f^r-hkPR<6)jH$*^3HhRS1g0*sw7adg@Bn3R+rVd8g+;^V3k5qm zleluj+?Qrg*s8$WNbOXRM;?tmA*l;_H1@RCkc34hVJ+hs{$CibTdpa_B_BWHo-2&& zfMCxgc8ns+n8V{R%zIy<68SXv9T(jMt}3>SZKq3cON|CkCVe_3nw5oX6gfPWpFxNT zGn_MKg^NkS5YNqRifPE0(_bM3qBC_obKGn5m^~s!>gPSva6w8zmpNnL9?Wrd)VZ0= zeT;db;TAn$P5`5Ym{Y)D5px=tTfp$1VO|K1!arhcxWITX7|&upV|>5~SStWd#|y35 z%+uA0e?)P^gv5QK`%Z&eN%Vd3QiEH1H{OElb6M}9=^OA?ltHsp3A~jh&bRbDz@ZsL z4vjE4G+&TI(*P#jy($Jr9VOng5n-Pn+;~6=KEgj^xIa7IsZ`_Rb})q;_d;{rWhYQq zgu1hf=O_y1v3f-KWucCMx(`gxH1_t+Z6Zd$=!KVY@Lx@}V%`KR!%KgV_kQ|Snwadu z1=|3>r5pT~qobR_1nmjAHof3LIe=@E?1FYWZBokwKh1`vbMjn@yx_;HSTe`mSr&e> z@?G$2ZJF;8A+#5mpapXj<=K%X(l3K;ki?~}^gSt8?4_+fcu=ma6p(t;oOyJ)AAfpN z=Fz#NMQYMkV=AOY@b|l4owP{UuHGh^a%HEWlX{VP~Wz^;BD z7|RMuorkHgnXMg}xAv1tyB<*5syZ^A>}9P?JpDof-(iQ&1AE6WgbW&PyZW5lejz;% zD5t=#n)E^TE% zZ_YeJxk`ClvzT;f2!uOu(pI$-AOvToVh|LjiULw$DtMmBN4y%Akta{f7%Wfp(u)jm zv0Ut3=>EB|V&30GL1>MQDW=W?-~F3I$m!wH=le~Q)&I4z=>OVg#c;lcbY{hHWWYcY&Jn{?XZ37e&A3$UABR@CUWYlc0R zHMUo;%F;29RhL}7k*HiFSlp}Wa5Z)3-G-=c&Xc2$Uj?u3vcN;sAvRBWSTMd%)9q^K zPMyZ63C^m~s8?53^ILFp5ZJC5Fe@isiqd@d{G(fktFR}*euFviXHPVz`Shb1W)5~iL_Bs^H$D4Z03!ElLF!to0V5Vq-xaE zZx=7)*?ujAKU{r|I6+}{0LJDItXM%s+#F@9kXH)_K|wjOTvKrr{j(Lcz&9V~6kg7| zMJ~*OBd+M??C^`WQ@xIm)Bw*`_!p3HsMTV5-`a2gS`047Xk)!^7#-AVTCyC!quHY6 zwkLdZ>YAdqAs4O(6<3|YRKk&zB-yxBQo#Dfz)QFJ8ZnnhhUGd%QUinA0w{-an7;ih zjgr0!Zj{o&=HOsU?aE^MVke9VGm)4%*j@ArC%--tgkt(`fICqPr&aW6kK$S!xGe<} zV)tqfhH`e{!bd0-SXYbA2-_+d-F8{`Ax&W!&V1vUK+Gctv4l9Si1Sk^m8VV-DE)?v z%a7K+9aI6M=BWl*M@5fVQF+!3dcrESr zj5rLqCST93#0aB?7JV6Q16RQ{u@t(B6Y0BQU(X{>5Ho^6jAfjbu+&AhbMwfuoH#+; zC_P*3?mDTAa2n=(T44Q4-c3`>^}QvuKE#7FBAqAK9C1O{6|0osP{;IaK;wRL?eWEP zNWANASWF7d@srp$wm!aveOcbzrm;(xt-=0}qoPG@%hE4B0j3z37l$Fj2`$eKf5h5;I?=px5fLd_ZOcm z-ZLi`fJ37ML6(K!wy+_$#U0$17I0evP#h+i_>0?uoPkN?BK#93X*Cu9N(79P(5$~< zesW8wR>J=RXC?T~+@@FMA^2mZW^<&s!XO9lgSw(QHYOPJInqg%f6fUdpX8X+ZZE_1 z%*oAaxK`JM{y{fEh%2kjKI)ZZ(v{WZ96oQOA&ZUYOA~%8C_)xKMnj#O!6FT&lz~9@ z-xNFt3l^~8gDIBDFy$`=TY0kDPJ&g5{-@x;6gZSQe#_DXt$0HP@3ayg@y*}}7{KZh z=3sz!5DEq|U~nFu(2AZgW03S3ltjZ13MPc6<^oCyzZiB%(FgO4P0muNhg+aSG0Z%|XnK4K+2BiZmUI&Yx<@GW8 zjX=>Gq^KhZtKe&D{lTzj?=8#pk?2>FhLc*Kf)lCmt5v&mWu3D8W(Gf1ZeNCpTw=YU zp=S3P$)~agOk&Cdka$5S*kgo$a17-(&erxR&xheE((@$KUU@wvy_v*0$Gn_L$ z(tCb5!7NTUxl%-bMZt>|Jnp^hilbiRM)%7#L!+dXu~)zkS+A6MeU80{>@LAb^(U8J zitH;4^4_*3;`;c(o9kXJJ7E*V5_o31TZ#27sQ4Uj+hVKcw!ca3<-}Q=NETL$Z{4!d zt#V;($zGj0q13})u|~mN_%=R;>Zao@>#xK>tR;2}2g2eUax&5uBHtxRGFX279ZX#Y zSq9qpYK{a_vNNMQhz)MpE;;o0ln}nU$)e?+XN-0!!P6kf&~`Idt3@d{L9{cj%{e~n z3Pn;nJo6?5iu#xL7mwAxe6Q(8=4o?2iszN)l@4q%^0tlRPUY%7Y@5qP7|ee>mBd^W zc_WFL#~Z>ho#49^EwSK;LOxeqQDjcaCTp&kF>rIfohTjK({h;>lNMKom!*fFbPW%l zxF)Q))n9`=a3&U~?wbvNozG8|YfDZ!2+*1@)7k;Ka<{;-wcl7~>hopVWL)Y*#X|6Y z++86&LtyW);Qd3r11IZ0Ky7EQ9@3Os(u}LuX5_7-BfyLB3)7 zY)JuUIL_TgpX9yKn72!8A;G+})0)Lih}UC+vO9t_jN3Tuih?~8L?sLk(_z6{O~%fR zP1K(i?lHg+pW=nQ>dIyWV-kjB>4T*J#_=1Ns@v-)dlMWX zMi|Dphw2>e-l2SM9;wQ28n{$hsn{NG8((HW)fT02UcjB`r%^|L^r=mcNIzheemkUk z!u^xGrJEu)pO7b<*=W#MUT2-yN9xI_9<3NL?3z3}nK(>+LItx*WOgQ>aM5$bkYCyy znB#~!35+sgjsvp>F-L)6LX2s?WWm5h;!1V0b*W9JyXBR%VZ&_#iH*U{C#cmNtX&zW zq%mNUf=sHcOR=%;mVVoY4Q&PD8iOf&sMP|jof&P?8u^kW>_noBdIgx=2a~ifh9S}i z@(I`PAZ8yhwun&$MjJ7EfZ2u^C193+F*KCkl~3>*8UjWEm1%BkvkSKBgpq_^c0p4}QxWLAG;EoNipZh3KN5KIEW^e-7T-%4jQTn+-Wpuxr&B?BteV-k~{~7YpR-c@pEgpevYZ?61C3p4}!_KVIJ!WN7imr zm8Lo)BGbtETY-58Kb@3V?DV=s$)p!2zWhQR6X%C~pZO-qeS8-KyNP?6R3`CDF4W|) z&o{~JoA3ziCCW7wPU1NM3)S_(B(HBrdSD;%Mo;Tx?=hG0yaXg#pB|Vb@X7v}3Fn}! z8C^WnX*_T89LSd;Q%^9(n}I1mGM$G+xSm!~Rwu#aK+hal+Y*`Tg@D`{Os!17)Q1eB zj|31oAd#`lc=2u%*6!9nl9)#Nwj$G#w$@2;BQTw;2GeY0dJas*4M9W%(fOO?xh^uV zx;&`F7hr0Y412OfruUHP2{7%|2UAfbxnz|A2hdZs&<1qSo+?f9lC1h*S?%ea3!t6*_1z8z zt7x?I!(inCR(*VEq6(U*1)`lGI`2oGOB$UwIOv9{$Z>5f-7e9nh>6Mdpx1|vETh?C zYkkJbbI(Xn6v>ZsZ_?|7M-J0$3)_9hbFbxaO4G9Lw=q-OO@afz*xn`|C{olLRD6H5 z@3ocbw8JwGydWIy#3+GrOf?%1^AC_PYQ3BLo*y+$h^l(WcY39PU-cf#DDKn0B6*PH z7c9>s&tI`TCq4dsXr4$Sdp7aEqWfQoNB*~<)06i?i$?ODHQ-=MQDiEO@dx*6=k_Y_ zIO5A5$yQxEe4|6`IJKrmr(I!a_DL0jD^tZRsB_7b;MaY|Fv*60s`+Jaj2AljdTzQD+18q*IMOl-KbyiQg z#M~yGuH~F}XTg=7eXMa)%4&1Phh3fmz^BVLZaAy5+$}D`B{qvwlH8wi**|w(j-q1Z zv@a4l8>xKQ$*4ta?Eug1;;O@01}$N0M;({tk4zJ;<_yANzsyg5%Qk$G zD{N8ai~6Zr(_>Q>-r1WvAIH`qgfB`aJsB+;QUr38I~TS-tnWILkNz zqkXkSz`~2eYiFg=VikGlB*{$2S6D=?;PH;za-Yxhht6Q=@s*a&m==pYc-2ooc3(&a z#*fB(W3(6b_*c<}*HFjo1R@wv&V`;sB|)zb0|k=(r^!rj1GtXA}+L~Z}20WSj8Ea8@{HEO4e6$ zc8FOix{0_?UYcrU2f%Wiymprb%LI0=og{aIzi3{5CX8n4qF)ypu zJC`toqh1q4c;lY;!L^SFQL6HO`3oMSGq^e})^6#=7N+FNJbav6gW*Fu*&2@&lUl4( zpy(r4eoTtXZ8U6PDEfX6TpkNw+)wrwn2G;v>dE)Mo4a~l-iapq`vU{aOmz{bdfVTT zc-aN4Z54eL@-!p!OR1YD##UeKI@h}a6bs&DT(|9@lrYg=YZeBwPTe8-N-Q4R;LmR= z)UP2Vl_%E}A!p_4^i0vIer(VKH<&rlI+y+l%a}kZ`a0o*Y2KBzb`S#kxB1gJSW;Up zr5zRWUtDl$}H;l{Uz8=OEf+k9~@wwOKsg2DlTlw@zzwK zpk{CYA(FR+ZpLL`lcySrvIZUbNyUxlLPbCj>&ih20>NG+*a(71uy8^auR*XL1ouI3 z1X;W$-Iv}^v!eVlPV}|?)VIU$R(_qd3J8{fU>g$L1i@|)%o$(7-cD*fCm;;-one0S zfFr*-5(t9eJP4kHpuGqL{K9K&EI<&2ERbL&SR4bvMPyM30$yB(lfhKO^MaP+YsqP9ZLwV}Ixv(UbJDQBZCjt+#2_fFo=9H89!Z`hh?`0SM#uLsq?#L4YuR z4Y=b&Z4LF7Tl?Bf?l{4b<{M(xw8^$7QD7GRx3ula-`k+)Y&#qIx6fkOz0thml%e&v zw6ZPsHDICtmN-KG-UdB~!|)&4u~(h|$nf9Nm30HQZo#h(J-$wVqOm;d_0uTT z?UmQA@V(On#Ljoj@eB+ZfXCi%Dvd(W$=5f`G5-t<8FKOW(SXJE*it3n?IZ@b`keO|hqzQ0c~ z!EOd~Z1cxeCK-WODx1ZrhdmzniRErmzvV{UIm@dX&2kvK?MEDaLLF0k&&H=ElwqgZ9xJr`25~&f2pRnzaXgOv93430Dw>H49VA@657(wDPaPYf zObC{y|ZPMezF#8HM*X4F5b9S2lwcH7b7aPg^V5Rie>6To{m&io>jbCgG*?u zX?_-;`&WEWY;L2DOMcvl`!;_?JHo{J)6(4Ug(6C3Bmr%s0HKr<%-t z#%n%cT@C;^rw}pf2&Kae%wb?u5Tgf-7h(*M4KthrnIKFK3oyrkQ31xi^?-^&)N{b% z@&Py}1u^`%plE+wUP3P%Dy1UsG! zP~roz@Tz+NlC!l_>tW-gl`00C5WqMNr0O8O1kwNI!x9Mbsm%an=irp!D(0W#()WrEMf$drXN+zKDd{kkll zW8Ihq$(Z+8d2w0%-e`)moh+UdNpW5wNG|xCDRjrL3m`N?yGg_QWby4Pq~Wu6M&;_H zVF5cM4KS7!B-_GNUP1DQw#xSAg!=7FLaGOpGEop6 zknKIoE9jUGu;oO6HuKxn*WB>i2_PDCK>yb8fF_bsb`MyoX)&b@NvNhpgf$K1Rd_uUnzqjZ6JkRg@JkS68`pmhm^Eu~S*XR07_v@bHocFn|vnbm} zeu`=U+^pP2wg;Ruz-S0W9a^|qDW0(j+a-XqZ}AKR&;Uvra5OQ1fIbB?!Q)~$v0YoE z5FLAL*E3jCYAg92*hsXI-@%*%u%tR*0Z9$W<`_i`VKf@iF?OhFgNH@HbYK$(^H{(# z0Ig&X&(%R$ScW8M0E@$TBSciB1B94i30Pv%Brq$1ksNCz+mCPo!g~_n-Ic&>bO*@y zztP42?FHihLMZVsa%cZW7ylbw{4YZnvn=EsMlTM1LF!0UENsHhjJ|VCiNxCefYCqj zY)!_uq*lUDo*1?i>ZQ&pPONqqWL&EwzO+3%m7_zU#qUlI8iks7 zG=IlzhiFYjT>=x~GP0iKqPoZfHw7-LenFa?^$u$5@yn_zL=*jy9!-JB7FOG$TZ6_0 zMMv%IrD)f{{JDm_y7t;28XRy|0_e+%Gl6BIpO$BdB(WI0NVJXO%)0{c11zQ z_Gn{;Hc2SxxP~ozgozlCI#x3B%po?0LLj%zZ4I3MBu_$t;G;t0bABe-U#(eukIow@H-a7Af#Ik zHOrxXX*DRIeyI;CkN|Rg1L~LTO7Z&OEO z{IJIOnHt`am-v?eJLX4W#|8j9J_fMk%K$s(1lTb@3OnZY!AT5hNkvp{D=f8pCVGS; ze%nT7r69M@#9N=3IX_lg{}k|;pi<4K120VfO@I9zY$LEc5dO2xKULHHFGDc@bD~fPw z^-+L9sz*_97Xy2L0n|6euKI!Mop2ZMp*8W`lp|Yeck89X=23Qett| zAH&VRe*VDu^f+wL2@LcRTOeTiqCym>jkD`79v-?PhSRgRzIJ4!{=lSMZ`alvz1mso z+RaWMOIfhK=M}uT&yAWha-eSgqFxV3QT`bM9joE+x|ep~kPG%M%l(}EU6%6)qHe{b z8|!@7Mk94p-R)(@p-#K;{1?=aZgYvan2cn=zir`(pu0C=bq-5=-|Fq^5^kXGlBLwZpv&BJD~MQ-&R&1wHqjeZlV(O1&u+?{kv%)?Ja?p8MQ zo2o`PfNFHD&YVgJL8UA=oZg}b5YU}(Z;oz!m5fMT9JPn8XW|i?J2+4%0y?c6oU4TX zgnArj{WNB&&K5FY`(3CqQ=uUo6t?R*Tf`x$XJV}z_j_D8tcC91gT{s`Akxg?pI$NvIf}mNb`Kn6o%l8Vkzy`3Zn9iFyos&x^Ww*>yI7C z1gB~okk9uwP**kbgT>C_x##<*0MV#;hWwA>)Q>0}x)k8h{}B{43Yq>h3VKSCu;R&2 zC}8`Gl0oj$(D0F((r~+v+CK3$Lu>u zw|TDNwnzbl_9$R!v-URKaRwCh(?1gcb)Wu<0FnIkH^?3!!oNfB08V@gfWcc=q@MsF z?-oB;AE2T404n++JpQZN0n~uN-U1a)w*d>i2QbkOVHNKHYupB-zpB@P$?p)LkGK2| zdBWoW1pNlE&L`l7w!mWf;BgCKHGuZs@>LB;=M#W<-U6$+4eC9h20Zqb>o6Js&~H%n z{d`9p-D@>HhHVE)m;D+pauIjB3P#+{?VLf==s;rrVB4|4_IEGAzR{cq^>zoFCr>r6Z!kt`=$^<5Mz3hZCvt>%k7bN1NlSmXBgF;Q3ejJek9h9vyOMyB-gY!TUW0Q zBr~aIv=5ODC(o^VBj3#uxo4+TU>d(eaYo=fE#f<4NEeQ>#L`E0)&j!1Zmk^s#f>rg z3qK$)Ah$7ko+FSo&~YFmpo2i#WAv6CK*~TeKoVmiJwX#%PPECjS*EO|b%`GHrK+fx znC-?d+6Sc?J4Zu$>_DA1`5@~EYkyswhnQ3)HJJIy__fubRCD}jNZD@e0=oB(}JZm>=b6qs3--5c;xY%kyiXkx?(!X?~(Aj&k zIZK^oS9jM#L8_D*#$*^5xA#jiI!E+-`o=dp5hj;sVOb06!aU|k6;m%VTa2Gu^(QpM zgZeF~EhcYdZD#GRyXCP~>J2rB*=$_U-j~p1J)+;2JigIcAJiK_9qh4O>NWKmv&s0C zRbRqKi4pzYpz$Y8nv(~!RSCDGJ4`EE}G zACJHpH~#rbCiSwjxZbB-&G8(v7Vb%O&XCA0I@P>-7-D$+U4WvrNwoPUC8!siTHpXu*$8>?1wtrta2*}>HMIhZOYg6UjT z#QN}(zNk;W!IIq>o?ZO`Oi8jJAN&BbW`QYx0+>>)K-7tfGKP9mJe3xaKd1?^T$D0NPA?nirUMn!uW>=6%mrcovUisKg2|j z<+@f^C{3tQYAqwWR@L9M)U^$;)lBj3uHM_(I5wo`GE8xFfvG~#*M8f1?1Nf{;+wQx z=(6^~v-o3S4Jzof{Lp3Hhh>F60+FC4EK5_)Ys7tq^Drg;lpw{{;*NK>Zu>L#9$m&W z?;c&`8GEm8{WI@g-RfuTeY*5#-hH}0CG7oUYSD_%$4~9)KR?-~)gRy<9$lR?o)pA- zeR3fEy)`p`lb!FZsN6?&Q7lUG7;%LLzsU1>-?j^!-XHKAVrPN)oSU<>EtN`Ki~dRF1DuDOLjT|Vb`lYgOpe-SD<07s*maoYN0QE0k;ltQ zH8uCcQ}f8iW;JZmT^9uC$}~ss?&YotTJ9dk(#30O=}qz>Wjs~`uU5JxX&A>%u`d`Q z@LB1Ws39co8WGE6@MYFTT6CQAh)9wY%cGt!Ix@~*A#G_^-Ya=wA2H#PSVoS@$UUR( z61B7Ofo^^sR_4Yk8fLztb^Ps=gtp}_VK4IphUC4OjP;pA`IMwC5I@g&KK1IGyZHES zAIA~+-lGlOXcG?~lW5xAD$j#q+(&Q@VLn9rGQ1?Vcn6Kjj$xQ1-358+@8#wA87GjM z(_x{0_D}IPvc;WZHz^O}o|l*jtsCJTGB$oz;@>>(6h`&$XW}PIWCT3iJn_QgS&Ma( zJ{Su{>aWSG_wc2%cp0oPp2^X0yYM(0WFk2+K?&%)YVk#T#JMmouA z_Zb>V3KMD{zB%>Z(+H=XYniifrK7v+(ZDvvIflq#OFxU)nEc7^Y8OA+W821wdgGg{ z(F>zAE?-8XOvKAdLHe;sxm-aW^Xicu?(VL2t6geVzat2w<~^;|d(WcF@p3uq2D0jn zqZu^Da=sD|D4a<7is3PSUygeWuf(T^ zs+@P^**C8&xnZTGuM)Cse1bF2E3seQAOgM~b0s@TA(UV_hDk=u;_ee!UCp z(>~GV(vu>DyUG)6ZIE;11#%!r!z-J6!J((2)x*X%csF}~R-pt5)E?=t28*o6rP9ch zbU#+}3b5>@)_fdok(~@N#MRg2vFv<)8st8_qN^0092lFgOjij=qLf@Y(ikwwK0%6C zWuFVpZ=?y!Wx#%l5wDm-_z$GYa0aecXl+wg2=GhHre zpODIP>ybfit8#DMGy3js*H?BnE~^PPt`F950h1=W+`TeEl~)oYDa%8e=!a?ojScZT z+^t`6f`A7V_=7+h1f9cRfzV}Z{EVy5$hcd-EE-PXK>ZTSx;4E`VST z2slB&g97E({wsc|z_#1Fc4HWe{buJeGP&c#^Kxf2BOAPA|WOV&9X zXF4^zb$;|?rugun0s;tX-8#?FLn=uGw^P$h!5~RWBE4?#!CHDIAsk(YGbMV8}oC z;BSpk1FhM=Ysme(h6{h!P~dkBXZ^0>(%&>xjr836^OyGd3#$xqpA{!HG26g+bbcb` z*?_5A+q#_5x4P$H?iuY`sxyByIABR-5weEHJZM(br#Y5C5Q~`!3hJ~%>KBOS(}_P{ z-#IT|eVOl^m#@Cem%S3d^JRVkto|Lq^z855uPJY=IsC?fS+&bsN!ti>GB%bPUFcfi zpno^>|E}mssgYOL1_%9nnG0$UwvyBd%QJpc^v+|_zsk2w{Mu(&K`WJ-jw`P6He<%`4Y$qWZFWI?O?)J>|;#%*z zt&wek(B9$mAM#I#g!;R@peZ*Z5j}X_Ve&dxaD$e3`LB2Vqfumm(7xd-dHE|vtbF67 zlk>=$rZplx7_aX2u9}UC3+nd`6I=4{h-`G-*|>dy(Ej0o7v9_|(LKUmTwjmv>%+`P@hIwHt{c;;1NoZgArbsNkM&>s2i6N-}7 zsBgFFQLaXCL-HZY#mD{a`P|AhjGvY9SP$&rN7=2e?$WOANoDNT18OfBeAA!nfd@4X zVLZ67lY$MNbA`5I=teY08bgSGqO?aLUqfgs|9flmG<>Z!jxZekd|gqVvKb=KGg6>I z-ReqAE?dVL8ME-~=Z)qep~G%9TU0jF$X(LO{*+TuwkuWq-?xTbE;%kc8vRN>gqIP7 z;OxS*i1r0|$*6=6txs+u-D0%#X8AM$#v!D}GR)A={t4bjrnvJ~5X)IfC;8*}eI-?u za-NO(=9jb>=35WZh0+x~>k7+oMY1>FIxB*+d z{4Ew3Bjc<1JQAc=J$#YCx|6 zbku7$zGFT&;FKwy)ijlE_Zmx<*^Yd#DH_u8GQ~xK*gQbh`cYJ$P&)m9x>)D z{4s7h{%BzDI0G3ep>=C36??2kc-9LtyskVwl#9Mjl)r_BP>FAe-+d1caQphQ7CTp7 zQ%cBpA`SH7+K}|O?O99m*dEfIg+IBHR{zW`d2A;Ho^0DlJa~7x zhpHX1LMBpZ+}OG3N!E!GxsqO%T|!q<)?1(MBuXDN*-L%9lc<}0yYX53p`qA8lO5!% ziWJ+w5lqm()2m$9t%NA9>iz>!yxYA8Q8ej3fG9R};}FHg-R6j5K=)}xac{Q+qI z`|douF7#lR;utXRP=>Yd&VZpyMRfQ~F_GW)eFT> z(nLFR&sn`Kj$?{;mY=hITO1Ee6UvZ)89YmgCrVdGJtu8GMNdm zo-vp?3z%}0$p)qgWhlT5pbQn5+2fY`tMg4LA{V(^6z}IBqljEy)1vq>-;^S9VQY(G zP`(*O#Ose1-CQa2&Gms^2U--90}EX>XBWI7{Lx7MG?#XeAWu4%gRfXdd~);*&X0rm zB&mVClAriQ_zaHo0b*X@ey_EXB**AU-+efYXja zEazhMx3rP(?4VV^hK5Ich)+`5$Vb#^75lNIn`QWvFyfQt4!HPe#Bw=?PVymI0siL$ zn4F!Dp-VnMJ{)(zWrh*0^h@!byRjsr9kdk3GQ70}mK3i|OIhoHGu%x}0UJXdS_;f# zxQmu@&;eHs$m}7Qrw&+kT1q^08nl#7=+tN_;n3}%$)vZEMd5MDZDdh(n#?{d>1r8X z8=kb(0e3wbxx4S1-re}GLOClO((Y!?sg-E8Q6q3<7?##v?D`jqy2`^o68{va zK^>N@dFij@(|8#xkecZT4F}fvOVGy7yf9FL=2(KSZTuFa+1qpBA{w@_G=CBppQpSJ ziFkz9UD%9yOz%-0B!Kfn#|@ktyK>Z4sI0wHWYk6l?>{R_p#GG(kx2W>!``Qh6gQZ0 zcW_Kyw)JI%r&mi(`p3DL*Ba3M9BWOgr!SYW0GQ-$?Co3(hOV6>8!TM6Z_}b?ZvuDR ztV462Ts)X$bIp-Ic|mt;zI?DqU0L8k+QehTJq6EIMP@&ZBkFX66qGstKV+IVjuD# zwnrct>#FQ=-MMuIfy$ag0`Ki{OaXd!Vwaa=0=}eN-us1sW!Uy(3FY}m4VX-Z7({gR zGU_5@9E_H=XPEnb;!TnMWVSW$B(dyNE&T;fgNo}eIi8^r8MczM27)wJVTCIh$$9B< zsKY`k(~oJHNpJ|O7G$K-(mU}sE??LJ`82(v=Mzq0O|jBB69y&zoe-&EwRY;6omV_U zlPkpw4`eNl$(zBPawoiGB6upDj>^l`UX}F1^S$dAK=RHUq zrWf`ZtL|kDU+7gz&g;)#St3H4JCljv)yBs|@Rp0usH)fo_AY#yx8=<>{3O0^v9#nL zVLYpgk1Ro>Cu&wo?D4z|A%<#T@A+q6orax6Lo+3<_+IgpK4XtnNRnkUb#lX`;<0dd zlZkfrJc-Q_FAw>(?`3fALoSws+j5}moT`dVpt3tHiPkMY~&B#`7MH;0Q2i z3Y6yPd;)i5bH8$3f_aOJINHRa&1tmhKpO$H2}2tkG$jTk!sdRALAQB} zVq!h~+-<8v8tJS0y?hTovy0&}Y|IgR8Q?$>y!jHE>mS z1%j(0W(WSvHzU+32?VEv`#WYdexntP2!@Gvp8B3CM3yke+_v>d> zqGeCTY(H}StZcN*sdXqL2~3PSFruiW%Mko0$`6bSDuIP{{SKpf-QCa?9j*zZ+_(NU zqZD0tbVd9?i}}ZTk2;zqm3KdxS)*(G#8xE#uaVOt=r-;E1YZ$ZrK>PZok2d zsl#9B@Xiwy5q|g+{1NcRRg)W-T$B+2W(~?L1tvP+&G=Q<+Q*%*VY9<6g_n_xc>?qu zjbzEWG)KHVNh=3$w3OJs{|t`KL2QR&FcSQGZi53({{fP*5<{i8rVmqac+@(%))W?!CVOTh^ zUC;r?j7BoR=Rocw=ft6q>>+Y)9)`Xh3duBRgJ+mHaFq!^VZR3%Q138 zFjqG0GA)OZOD)BlZG;X6!e-TH;SM0wa5lzv*kL;VK61H3h{hQRR0fm;)C+VKr~oJy zDBE2?&S65{rgaiuvv);@B_%VkM&$W)cIYv)HN53!x6K;nJoNCXZ*Ip=$)#?VdkH}< z$mQ9l54`g=t_2=z;+>;$b;&OdxmsZ$`-^Kjsr1eNm`*Bvjmup8z5RJ$@1Pa``2fp5 z8MXMQ!yW&Efwi$?d6=n8(6H3_GchmW7#jhC1DZYhE=d%|?@)KQe{Q&3YnB>=6Kh-Q z>{(pB@_l7~D$TJTjj=3LG3lA<$;IoM)4(=YXw&fdf_zbtP+u4IJY``dA^@+OPhMw^ z##lW4d0lfGMCJ-f59gN~Aw*&vHu+QjV??kF@1H|hNHOcdcy{x;(i#-?`kI(B|QQ=OEhZSV)dSGM{?Bdwkk%^~IF zZhS41+|{$oTUVz@u&Y&`-POIXObQbjlw|?@z1Fwop7$Msf-MVN(7Iql9Yg=P>ny$E5Bbo z3=16kV=v~aq_+pmTGKzQa#ONV%I4CMdgn25{)8j)}pt$N}p3^3Uv)jl*-Th_? zs+GMGQ`y9R{-)vk{pxY;5M$u*nZ6?vC7i~t+W>DwEKfhbC@n=Pn*hk-~-sw6txA4W}_{KrfQYI7QFzA(1> zxBeuVR_WA06eV}U5{&-O^m-R{mu-Iw>M`*IPS%=;*F8JLeKa{-tj zl<_h@k=_R`iL->f%~5_hbs-1ezaQASw4%aBvhy4Pxr9qd%fT}>I5?;Q{DGDa4mI#& zU-SSvI5Yt&vv6v(q8re``3r7vc7hbvrc0YvB;im~vzu0A4ILcAfPoGUW&mFx*oPRJ z+)5S;C5EncsNsHqJcQFCUbT_M)M(nfur|BP@Om)Ar~Al58?4RaQoP;`VyLA<&4C!? z;arTIOdC0N2TeP(m3#{3No^yaQm1L_VQub|;opT3L!lPySv2wxTnacT>mkfD`Ve`@ zfsr$6Be!YLvjYSMI$Gc zW70?vR%t(?N;IT{N0QM5H*bY#@rCXJX_71ud<4O35Ig}v%F-Wu;tMzLV{BxXz zxX)zv%{ezYf4)9rSH8I!D3oOiyE5%&pts-RGSk_h>A1{vHt5IlvCju&eScWzXMgE4 z`sO<@PI+iEx?~AoS&fTHNSgX z_}lz^{l#DFc)kreYO{u;?+4yN>6K<%X(zSIgzXz4=z=ZQrlq&Z%V8J~hn3g6b6u8??)kP7~`U(NM$_qRv)dzklABy1J7kf8}@gI zy^5G>-Uc4joK6C9sK`48pxzOGm8L50a`u+dhUCCnjk7}ZS^(MTN)9)bcQg`-_GjK4 z8z^k9+8Cuv%E@4_RL)sx;uk2RQOV2P1*!il#L$4QxU*Pf>GXa1!GA>spNj2@p1WLe|y(L z{G?SFE4HPd8U&&4N!-S?viQsmm(c*qgq1 zCaJV;sZ;>I4DZMr0)$O$&EV9N2m&tSL^FSjObmD}f_-Pdg>F1tlvtg;F4x1+*bPT; zIKwOd>7gbx6@&1!_>dcd*ojxPgNsI!B>}2>`!OukCbZiu=G_1x>OEu#4onIw@h7PtNJ4^m3b+p zbMLLlSXHjR?9!3e3w!w`7F$NKsawl#dsH;Zp7MV3u56}I`H6nd4;^lML*uzDpZ2TG z=NAf2>{gp!Ef}2Gt~NguI)>VOL+B9DL07LPR*eZxu2vHZg^sQ!W(eIoH8FnZNNbkIeq&Ea2pATd&HPBq_w#89<4q0oh>%`t@TI_RMDS6f@ndm!0IZEYxY-fC+N zq4QK*%MYCg=y(n!yQnP>JhmfZj8jr=jLW7Gww?J~76$jZ zKH-l%b}t~tsOg^VGUux5?Sg%&0p4S}*S#%Hi#LwQIyvP~Ix&LDw)Woaoz)*2kB!Nm zb!wnkV+1p7^}N};tKT*@j-?g=D%GeDFs0YC0H`X`4WfJyVL)^?fb{+pds|SrEpiWZ zgx1C}SsLiFd%@faHRl6!**p-r^=62Vnm*7`+{yFFwVKoM@Uz4{jOwKcPwxBez}8=O zGD^jWmyM*p9J^`F3eG*Mx;&{pX4P3%<;%(7m!EWH;wHFXj_OLB9uI!eqPzC=L~t`s z^`Js~%z6t}c~idbF5={YrYc*tVqImO@nED$S4Jm^HwF`Jg$D>NH=}y*BM$ycUh?%1 z2}b26;x9*1v)Whtnk*?!Yc%39;og1bkYc{xg{L3XB4&jRT8jji80>X_N{R0xS)5)^ zIb5$n7~^B#ZCjZ(cV8s_Ue5`D7(2>+fiMdW0F0O&K)7=WfXk)U010OZFi;6#u5Jmk<~rXnp64xwHkwh6U^p1!sigk^a^RGW1^RE&}|Kzcql93g3 zR!42wo%_1yCTzc8QNE@iTIJL3v{W{yQ_EyD>Z#s8B6B&g_01Wo+*am>0D<70v+)OH zE@XWq858%aM5-%M1S{>NZ<#<85^?@JWbSj#41r;0xW*yA!^h1l@cyl2&F_%8dOhKi zLX&PWfy;k|%muKnbZMD9``DY_;!xEN8!$FAWe6;ODtFU25AsY?$9oqGgQFUdCp@|vegta zS7fXYb?bWT447`(2~~)IY)c|dAxl;BeTwFgpJTlNle3a@>eX-HOY-x@k&ME8NodGj z7t`~}1a24bOn!prPAa#`ujBX7l`Ss%8J??qI8^(TXCzHUr!Ura>IF5FK#ZpU4^oCq;U4(rkQ!CeKgbH6 zvc~=qI@blzxz3h;j93Qt{L9Is$ot0$^W?K7StH8^6C!y_%&e6BLFyNy5_0M0hDCRe=U}!Ko>x47b0%R14483bZq3YR3(0IJ z`OdI^F<|67-un$RbRJ!k-?xnV-8r}Y?n2ky{chF&@U@n0`qMl9m37a2`Coh^zp@^l zJ?k&Nzdu{M&MJU!`x02sgTKX+)P-b`(|l(%t2Q?f6X82K27ithpAA$3O~2fj!y(l3 z1qe4@;Pv^SgS$BbgoALmT!3KA1H?hhOwgv)LSlpofe<%748d53Rtw+|CPYHqmSYGB zuni4FOS&L3;4&XWka~c09e1e74kKowMz9AT+*kMlsCOiHPpEeIe@Og_*6c{17T|%E4YJwb0Dph2B8;gn8q3g!g@ksAS@bo{Y#sJAsE6Pta%Kkp|p~#VVX=B zxDh%S2;1C`EAh$$-)fmAvRxJ50$q{^w(I`UB?4aQZBmPL&H6dE<4OL<$ghcew z=t(m~Pc}mI1efmq=_DXzX8?2-rP?2f6+#6F?FblrR{Sr5(7GM`zl)ds1t$16@v^^2 zAnDn?TsQ4e$n1z&c=>+~f_6zEil7yC{~1AhV;Duy4mJGWM$j6Z?fDKt>wi<%Yu-OZ z(26S#{~AGi(0Z>*gxq+WvctLBNrrCzluv@(&ZTX++TH(&@=;MudP-iRi5<2{l#f zNRI@>%eg7U%LSDPHn;J~Tx8s0vwPr2{Lw4&?K{E%S)(}WbatS(W4Pw-C{vD?XLSij zphb2*3hvbsDhW}EkjgIRKc;l@TsY7DVunwD**jWPjDP)dXTN?`p{-_0C-ag%rhGK$ zJ<`jJVi@cgP^g$l@NG5H;I7|VzzRzI7`iq+qL*1YE|@^rZ||zNCWY3gV@XtiZ_Cm<+h(LBn0nP4w zV^UBFI@$M(97yy~$(H@01ECr9(cwIh)HxLhsi5T}Yh-A0Vtu>dHFTP;mkZPf=dX)Z zpzsCi?zi8$u19rOk#KkpYmJPz!z>o4-_9TZUeT@nVg7hsba>9+F=f&9M8J&9A1?!A zp}%3?gH0rA^O+g#tONAT_mXK9FaScynVR`;na2guEddE~Mn#r9*Y9jUEgh?nD+|n? zTjc_#ucKQQZxNO8zO@CU7vZIi(=0QCV7Hk!#22-TH5+ZNM4ge#-ACsCxW0xH&)s!d zegR>-fLEsQ7xm7>GjeMT$oxyiYdGhx=(;?cgRuP~sGq;64KQi6`Kk^A^)67a0d)|l z3qWlS>SP#wn9ToG%?;{npne5vQ&1;}NT z6~>kNcx6r-NP^MtkPX=V4lRHOd%^rKUexYA)@btxUj6_)e*>&zIZW|Y{TkHAK@D$r z0N(B~s1JgA1B|`_qra+Q)#WhS64WxFUI}VHQ0KvDGZ_6v{Ye#MlX_(S-(gmw#_-*j zw48e|vnDEMy)Aq5hbMjQeegEY#S&;; z&^M^<7xZm&{!J0XDa7eZ_5~_mp|)Qtq$~0di5U91+@Av7^1fC&kkIJysT)dG64F}- zhn8g5sobYmYYx<&Mg-?*C_t5ThDN1K@}k3`gadi&t9YiadP-Dx%gV?y!Nbh_j3g3& zd&cwB>1$|67$%9<>-SXzq}qAw^_p2xCIYV)cds{?6Sn{`x2Cn+?Xu=80Beh1uay-g z@`N}Bpj%5sFcAgacFB@5kJWOzyvR$hlIP)Pm?AjWFrO)SEsDIYzwS?6M>}fQK|t}h zxLGb65@V(ssI?B10l2L%)jMaBtAjOFZLOQgAlF^ZzAoZI>`+K%pg|s&W3?RZN0EqF z{30&}6n1+wHV{y_U(vSNs=93%qLq#Xyi-NipF>pdG7`MfecjXRA`2b-R1{&-fI`urJHL9~t-ZwZ_VWK13!Ah%87 z1|kr1nYzAK$9hZX&8i;vCkK}yx6S=5f@C6g5sT0i(fwfvzLYOSQ$(VO!U;ddt>wr# zk|kz}yCN_3N7&$MNCZWARXVLWB3-NsArVCQRI{^iUmTC~(LjN;Jg0~w5PxY_WohI+ zt$6J*X*5nK#!lvresOf-SJLknhu+WI0R`B!*l|b?)rh)`lg#|<9Xon`)1(xr7k)^F z?UEWAo+vm^E*Dxv<)~nhfe&BPc!ZJ{OH_p#kytYo@B37 zj2&6jLD=7q2|$}tv`Ivp9<;fFHu-4t2%2@Jf9>>S2*4j@O+YySYJrIkC?CJt!2z7P zaO?>2^ctD^C2BCsK9t!G3?7)kZNTi3Cv{##?%>YguFs*#yg!3mb^*DwUVxt4Ko(s@ zlbJ71+VvK%eT`^!4$5i(8td>5ukA&&dhCGHi$d?6B9&%(ohW?_JyaI}X=3z-Y-r^--AROZ$jA+;C3ru0;uYF0+mHev7{Ss@$s;bW)R#(j=(}5x02nB9B|YX7&-)@2DRW; z3`3WSLPo)cdXd-;$4N|Vz>**a)efN_H$d=8-9tv9&pvlCPk9&k7UFN(H!5a65Ce;-3KxS`UtcXCylvP2GrX#x_@wR?K{~5gPl$rTE4{20*{^sc-LHJ~YxZl`%5oE7KHX>1zyZ5D6O8zCKP}69+Xx z;G=Y)jR4w&p$!h2lHt%*?~%dXmK53;>eMu&&0u)BD|-jpjHAs*wCO{ePvPa_?V$qc zS#0g-?GXAyoR2oGXj6qY!)TL>Hce<#4$ZRGU&U>LA)JF&0};PtCMrXq4CnjU&6jA7 zB^uU|1=aVA4O$kY0g@BZvTbsX)Ln{F5W9J|I)0bp#QRp7_0M;X+ikr$wEY#<+rdvwQ9C z%8u%O8 zV_HR1LY?-(_`PN|BPl5O+Ro?;ie6eQL^;F4|gEJ}(I zaCtq|tbL+&D8z#uKEnVFeoS1dxPk6=-e~j~f0g1}_UeF+?a8|7U3vhmNq)ZWAmWX= zVSnqE=Rl!sl76&qs+Xg&0dr2}oXWL_L(GlrO2iAYnlhvcB;B6wsy}@peJAzwg=`VG z{f-B#_9=t}*w0r83AW#*z|;0bd-U7uH`@78)9)!rD>ctVYQlTms<^wY0aQ% zjs71h`mKFR70u3%{Z*+VeWxoJk@Y?vjJWoV9VPnt)~id*j8tf?{S>h#Hb0f_dZOV- zI|a5Z?K`X)Qi9D;LIxe{x%(37bT{EjBdJQa9Zd>}h4v;PCA#NosG@ypyZy)1bB&}v zQdakMR5ia(DtwBJEqhFLKdd{xv)2pc#!Y)@=GdD*0_jN|$JsO1-TXs(;> zL)4hJ0^^1ntO5hI#7$d)2DT+`dIsbGv=wMT74Cr?fVKh+s3e|w2IK&=6=*;i?tvVD zwgL?(!99?JQX=n3Cll$??i|y*wHID(OM?T1Pq43G%U&ct_Xx&dp#v5S9Ke8)V|u^n z!mB?**nF;vvaeXCyhvR1h=9Q!2l>QXC(oEjm(_zoHW(1te7subuHeY#6kl=J>_I1B~}vkLoyn4|RFb;ndOo2ZV& z?owU$H_3q^R9w>osb$XZ3%4KbOAZJbqdw&7CO@CqU)|Fc=Va=6Yr4D z>efcDu~cWLHj1|3(JWgZ?~v|l+3x1Cvqdf=6z%?_6x)(45N$?9Z(K%Rs~u&3V;4Y& zxvsP}j|~Z*8=(~SfmH%(wE?wy4Fmm9QDjy~fB=GOz(hBF96f~^@5c#YPABjdWEhF73uykef(t*#h}wKLakncRZ$O!q|kv2 zP|=GYrZ+*S=Yi?9QLDl6LZq z3+ZQ6k9IlJIvuuoQ2e?_6;t2MoEWKGJ*p@e!#1k7sIO$^gc$n>@wsl44Iv&w zXSW_4(0BQU@iR4#?$&uP4L5>9z8BOj+c3k4=?CKZr@J z+jvi#kC>bE1F44tuW~1}K2ENE!1Zw8dG5rX2<8?>|@-h#ne}n z8zb(kP7yiy?1Irqqf_zN-QKMQb!%L%cUZq}4JymAFsmJlsw-<2z_ye&3lxt%>UAin zOX|Y3*FFF6+%l+Q&65IUv!M4)8KLHK>0P4q+D$yyU1&)JT=A=B+>Z_Od2`t1aYasr zG+~BpQ_bbD>HvFwJDcsr*7@n#&DQ?A`Nwe)c0sn`)d{wrn1yGl;tbX1@t81{;YwyZ zd%o8#rk9gXp+~l>ao}3kq}Jp_2&hg>sSH5H(d~|^0t`i(Cb<+?a&ufJgNRgPVfx3S z7nE$<$&qV=jEzmQ^JC|T(N}keu5P~HG*R8Vf;oZyFL1xj_26@Xc9YJv+}gEO{%MO? zOu50anlIuG+;SctxlQoDtw$(YpvQKGnQatClhn#cjIgbquqm<$P zgYo2`w@=5q9sm)%VtyE&MS3P*e)3#6{Q+e z60Rt*%Q`PQEy}QECR{D_>KRiXHj)~j@_(A%Clx$3n;3YWAhe3-MK_0Z*E#8~jjKyS zv?HWKm5eJ(M8`*G+6m{m32W3y)$9Kus9YVqQo4D(o4rVs>&{>`2W+QHT0#|4K7QMe zmGHVHE_vkEC#)fRNAG*AiGNAuOc&SGMZ>NnN%)ZuAHfO{_iPrn`ZlY%(lNL-JDXa3H#qu!?H8q-t7Cg{4+m1 zd+rhTjv0SXuCtc??n`_9#S7a%m?A{Wu3L1V) z+Mo{2y0(=ZuLvw?+}`31A!1VLNvuBi79XnYP;&xiihG9-<-?@ihK>_!^K=)@8n$>V zx=5@RZzC58VQu;~Xx4CCb`hA?K*x?r8;M3_VV)M45{}E36~x-`gA$ILOg#p-u%bLz zk#rl`S{yWBBm%4oXkbM}u%dUZWNR$2ps|08uZGx*EUf4Ru;)M{gS9aXCssp&b2Xfh zX$YFiXe1T3f3co}NrQd!Qk`1K5-TxjJK%Afur?gf!6BC`t`neR3Tz@GV4su%^|oM1&sonc3B8VUmC*Em(`om8H5|7b3b8i z<|qENzg=<1ldY{JH3DabRjJYcvJ)TwsZ%YzyRZ)Qdzp)B9a~A;37CxbQlsA!=@)QD zwg!}mMQLel*U;N>aPG@>AIzT>J}P(=7Fv*g8*S7W7;JZ`vv;wgL*2dpMd5_jtW0zJ zf)=}4BZx)hG_oxcIx~F!CA)x1L(fcauHk^w+mp4^*FCIRrq^{hZ(GmjnR{(u48tcG_7P5Z5E@&86U)-?)8| zklk>=OK$;{CRF77+EEK!l(qU5R}>m_x1&&BOoFtpK-7h@+>^(+`>wBvdc1r5kF`%; z3y%Mxtzo3$?W@CQwD}xq?0mPMB;#!}E+b4U#6FNBA1$@0&1d`Q$ABrehPn_wZJygl z8*(PzOn){NfKSm}|Gc?=riy%n=ga1dOdO$xwXn^bjj0BoIaU-Rrw+zh z!Z?IdIn)egFp9=024ncIYfwt}d-wjH=l#6z@ArQ{d-hywueE1i*G%{4v7WWQdoSC{ zoQu(V6;p3JEm8IRbt;OCD{}m!%`0;5N1Ip8ynT4u^U?KyfovmPA6?{KEnJh##-+iC zKYg8Gl5X8hIT=ZMpm#&xDt7-i9^=J{o7+viE63_o*v$QTZgEeq3m2#|A4&1 zr4Ys$h40pJom_pJ8oZJ-Qm&Uhj5=6G?^5n~?OJ8GLyqB;tl^C8KG;9isqu-atHy*r zOzhWoyUA6is6Sx&m#O#T)#kzE+d#ew>87Bgb!+--LWO!Ehjf7Cu@=}^by<5yJD`2T z#mt#ZU5>6V*@boVH>(VL#J65Ki|6PXooDw_+bc|O-4JRHe0)vJ{2Vf=eiyc9$HB_5 zf}Jpl_rw|U(Q>PIkpmhjEo5{g0!oj?})N%)Lt zki}*TIfzC8G`B%$eM?{UD1Rs1;;PV&g9pN(aHE6^_lb_}*j10NR~RMS;2K>kuamxD zLNQtS%$mL;-I~|y&rRyvV-GJLKe^ZS+pdp(;gRwC=TAnx6)N~^q&1qhb9?2kYJ z$psS!5^fZ0UVZY{h+UZJ{7I?$T^}uXjC~#12kN3gP(#V?`IC|i^})sCPzm##AJ2(3 zeNazw!2~i%WCy6>X=a30%7$Mw-%U4);}8>a$A1amb8wB?UYIh^tYR23NW>+vPgE<<^wP1$TZ#{-j!`GWJFNG<; z>%k)M84}>vO(XF0EBFF}XR(~e%9XE8=8r$nN0$;X78C932JCdM4u+!9NiA1Yrq59D5$&3)pbvxF=!VQ)fmZpSrO za~Eg5S|`Nk`8h6Q*yVlcD0}4!7veVXd1eP?Li^5Ly(=>h>!2Fc-rBSx&0X zxM2ZJY_AqE?v2j4vQO#srS6y@#qRM^%sa;yhvYw;@{2s`bZy^Jr`(iIL5d->7o*WW ztNJQ5p4wj{PuS~R z8Z%UPr}r51;JSyi};xDZ(ze5?$YC`X8rW!o(-MOR;U zz3n1xTx(mEvwIX1IncW~Gh*#9jiF`tvOi+Dp(oj2{VDirsd^Kro8zidJ(K=)SZ7-r zq|n;WunrsS91iUfZH94$yJ4!AHPM)I`?~ASm!cg)e|fE01ByDD#7Q#!diJ1i)rWYq z4>q!2WL1v3At9YmqoW?MZKZIPAw0`aV%AC#05o^h-e4grB?$iGZ za%qpMbKI4)rO6E)gxqNJ2v<4fY;)rCLMd@ihqDLMjT}he54yvj5sT_Qr*aXjvAEiXeBzG?lx0a2zsJ@R8{ZRhgMzq0EH$j)@^Q z&$TB8cGtJxZhybzh~>?zvPkMk?xGLkrYJwCblq+4GSOWqanmBe-7>(v@v1wdyH?l_ zNWHxoJ(=sL-!7V5<|Epc#*0RxK-*#yBh?I_jtr`j`gv!rB3~ zhP`P!S`>Fw?Wlw-nCV2WjAgbilAH2wc-_IDuIVv3FXE&CRk4QF;a(&(Aa>)h+vs>g zc6Vb!HLFAck@wyxeE|F&BsFCdVTY%RoA}Y^c?Nj}@_CDA8WDFo3@3`#Rde9}pFNw|xtfYIr23xGtd+ z#b>v7kmIFXvL|c9?YH^N=(X~_TVfF~7@VW|;P)WT%is7tf8!h_fSaHLrLkRR37@kI zQ-5}lW?Ux3r9wQd`dNYtqLBxUEC@x(v>gXM5eI37a^RD!RXSm&d)wF5S6u<;NCI(= z#K1XP(-(sHC5Stsi8wDXY09Tz_#2NA=Vb*<`WwfGF)3vyz%+m2_%OU9xbHc}ou&kY zruj*8crQ3;0c=l@A9f7+VZk5mJsYQ6qq?yce)U_(ubzq++u&d0oLYFK=DA%T8ILDb z-vIwgVwYeR@{d;mh%a_GB4~lI;94YRbr_Jr-&kR(`cRmN0>OHxeGAuR(ixFc7QM@{ z-9FFJ1*}4iUL|Ovuu_`&1yZiNQd-n=G%*_6tPZWbbN+0=#8Sc_`J13wE` zZ%6`Z%o{X#;^0nDSTVX6!PxGUH)z-|-WUOwrNH3A z4IqY62-Gedsw>QiYK(u4RtFmRMHfyOZpG(j5du@p;Btp_W;LpD@Gj{LAi8j;nG<_2 zV7ry!;9h`z`QcpO1QM2fmxP5a*LXP2m$XTRaylBT3dj1Q5EJaZ#xHjx^sh!?o?OPN z9*iep8$RRWVJrCNL=qN$op^l}%JHjUd4<-|Q=xQmqA=gI@u-3~XdOiuPP{OZ)7k)aLsH;{> zSuJdb`77kH>J@x*OzHoc|NTG9(U4-<=SYBRK2iQ(j5YmnwC2xZI{zbQrR1V}7=P~j zEk`z)ux(4C2&w**7!!rm*sD>d7?EGz^t0qE8>Xn5b4((9eLuggZQh-Ao3MN>^t54jv{4#Ki7{))f1G){pL?Vy>FAPCA{$^uMVAQaqSP%F>dU6Q#FNET6Y5o< zbaWBcW>(1QdZE&N83RJmZg_pZU_AD*l>Tz&74$_bGyd8>+txCZ4*pG_E-cqbQrQJR zoKc3JW;Bj7vYyp0qUTT+Fh)r5&81`-1S+P#x$dis7LmViXh1O3|NaV3U3=gVg+Jn@ zbR%(1-nSYFAJ;Zt$6ZCyIGLz=@qPRK;qmxgq_@@DR^%)}XdvSm8pycTsVYZbIa`9P z&_Q?*{o%T6UIVK1`X!&QXZv!zyTRegrr9d{eg2BTLRcCk#31X1bKla0colW*#<9E) z)MPAFSN2r9h_)3j%jQ@_LwuCm)>U%;U(RO4`&}0-y-p6!UR*NdGeKTo9+w{aVSB9Z z1GR9AJkirqo=Q0$+nOS1^em!G-gpH9i#5`jwF*BMF8i7@6?fX;x#FOH?c_mBUyc;- zJ@A6c7+#R8|C%~uz1T$4$!^uG_GbH`elo2yE*;!Dgg6p5A5bpO0qX1J_l%biu3h<5C0V?>*K+yjO50H%(egtw<%qL|u6#_o zHsx$h&dXUwDqKcN<0V0G%{vDoPnClmk&LjDLkn-)!2yA8-)|NJT{-QK?>%itl3@^c zazH{@@@)`xk_H&)23L&j_6B6nmCRy?kSQ+;{^b6F*QJ5{q5pF);E`Xr7|r+`;w)^@ zL|in)S?ELjgmT1*7(|=}cf<&>F4a(2TYS$i@ulgAQ|nk3M6Grr!K^1g2}tDX8={#d zR0V_PEoiEOzOAA^pzxmP*l{Mz^dRD91%jKUi?~_h;AY)NVo*Uy3~H8}wGLuLB1nAa zkKC;9lhRkwpUJ}WLD=cH@ui=GPz?7Dxzn_8GU68E@XgYEH+}b`{zN#9xKK+GU+NE> zE~szNV?S=UzbqPsRjvPs6N8IOFwLRIGB8x32*DgI7~|o&H^LB}$mSKA ze9MiX3{QlG`-XuCPZSML1m0IIoCT~5PecX_xL>Z)V1c{AxxlWFzsnIoVbWj;V6&vcg}gND(ug)Q*$Hm!%A>FJ2*k-5?q$3P=erBf-{NbU=HNwGv58ZJAvF-x!TU-}gtXdF#wn_+hi3h};dOPd z!zj;mmd0bhGqGY2%9$Iuar+MnUC&~1s^|TtEvTN`ep7>6@9dn-=+~@%*^FKp-qB-_ z_0#hr4DT!AzrN%9e^S&Z>J?GVy)o7p^HtfsvDR7G3pp~GIsVG)l64#B>oNbPvFgof z2sO1TOVDE$z#|%;d~cQO5uK=@s+^qYsA}YG23N)ctK53zWADZc@rA>sNFr=$4rN;! zZC>}h?gi7WbRwpy$T&;CQlTUE)(oqxN4c_wT3TYUqBARlb;WRTNv?FN1Cj@0P|E}{ zQR+^hm4&T1GsK6tTN@@E)vt^+Yb?!O+w_;?Vug`C7dYjo-a@~`W&$20-jdVqFhAXh z_Vjt8fcL}iZ@b)IG#OPkX=$%<@H_gX@^}QG*i)`V`txaTWs@>*ICv|wab+NvUmTY0 z!F;};KW63HBY}@~VZ2p-`JNqX`gq}Cd?~idUBoKFw`t)p_SXX*Fwd=7UyLga1mIp==PT^C`N337U}GC35zEWK98dPQ?9hzOZm z_3n%_Im82@9|lvjro&<{fJOGgJRj^qE%W$x*f|4u zoqJ@<-pAy+{ZBM4MIj9q?&i6c;hJ>ZYodQZcLTi4$d0)o)Ut0OjgcLrQ2qPz4v&DF za3HDr@g5PE3DSgo*yRKb$_y|Qx8BV&_6tzUQ|YlUgODC8a%~vm8JU0C*|M&g?|Gx^@Q%KrXeUIqe}Uy! z$H0#%G3s32Pam&2pYGwYz3<(tWzY9-(_CP=^y@NjdADt#SON-}1(v8s%e>v)wEEt? zUi5swjtD565XDwdEC2;3C^jI9Eq%7f&wi|aHCY^SmwrxW863r;rMPiRA}E3pg)%5QK@kB8eMF(uC;z&wxN-YsX3OPEIlT41DT1N}6c|v{ zECq!EDBgp@j@gnuc&Yb>Z}NRlUo{jr0=#U=u8$}-j|9E0|0t)ebD@rJ=~4}wZ*qM+ z$L;#~g%8YlwqayJ)6>QwZlYh75NN+qjQVarjUH4^+k7tb#u=qNF#eA)%+l(}O z=D{PX<|q2@nTI?OLLc+C0FdmD0Lh;UygOE=GixhXbi_2tPId1RD~l9lfV;t(eKRPp#MTp7r3FXn*(AM-`<5F9{7`)!~cE}m2& z6kME?$9ZwVCQhpCL}LrZe>^>ps5ff4zJYhpOANm6MB|n&7J9nhD?K=wxN+Bj=K9h7 z0`0x&q+o&RjXmJm6kYaeHF}X`b9DB}G;@56zkc;GbTis32PQJ!W8QB30`)7guZxdc zKiS9@R9yeN_Pl;h`?H;0bJKLp-_vxjh%CfI{}pdb|4Yt2{?B8^|F*-IAIZKakHo1D zN+!~|eBSi43Gc=+qV-q2aJGGxWH$SICg)*a!F zkAN9kXEuvgW+cW;4)k&cN;l_Le`kz3;E3XBT3L5wXNk^3sS&ccuIW^uf-Ayn!3?b| z{z-LlYqD$`0yNL1l^Fo@!>l%ui^dS1Nv;a=D_j_43{{S3%fw&gvG5XvYm0gjNMS7;Pc$7=QaMpEu$x|;rw(zUy$(G zh}H}z(_aFPe7irIDi>ds(4QVG88I>S6ZK25$A|Xr;V~%_S<~?bYjpb=?n+e<}CPcONM#N^X_;K+mcU5kmemB5JN|j{*QG7D-1Xk=f!a z2Tj7s$qf@@*v+2L?49VNf66QO8ZHCIcp!s1vEq5}$pJ=s%hf8JTzt%B!ecTLhh+Dr zA*4F2ek>|VO|?+drw<8H0m&SccQ}aQ`h=6K*VaY!0@>?S;$I#i#Pu%My&GB2r+^gd(ZzL<>eA}5{LVV*t|v>6i*i(G{u_ zL77CzHOXDTMqN>9tfO~b&;mC3KCsDe0bTCSWnSk&WHQO4%&P))c?i(u^I$IP7Js#8 z0I+6Hz?usv^Bx|?%(G2bJ(~-*Pw>$J_~;mzedr5R0xdD~-hpiZY;>^A^I+Y>l*hd8 z9Fgg5F=bw$6=vSPjJUIRmw=uX^cUfFC6sx)j$r0J%}_mS-GtgA-@|c72+W+c#Y$|} zn0Y*zs%Ni(ULW-9K+gjoy9&#dQRcDPVCLP(j4R%90&EIk6Ut*w!V;OT<08}#u{d+b(h8J1&T`5jn3mS?N^n3xqeSsh0ox15*( zn!WxL|4;uHr(;%3W@>*FI%COi+U|_GO)6tJ$6s?j;36$b{%iWJe*fif@3;nfxm}z^$t!+r zD@P;`28bN~(%sJ(pyDhY*N0jc4H;pmJioKmiovv~PWnKuCC6ykmtM^d&m)JcIW!_V zw4TtkHc#zKGT!a^;1(o(((Nxq59DtuQV;O;vz#29j+)qAlc-z$xK+_#E&8SJq(>9% zj)HC8LUJ9-$Es+fCxB=^*^@}*Eooyw&{CT_4jj*oE^38M-l3c6h0A;!*^ANxywf&z zc-mJDz7_KG)q(sGRE z$M$#TBcU1Km%oQ*lsc48RguMAiO6p9DhsN=8K%Gtc8uHMCF-!ov8YzdJ#;#AyH@G< zpiN=)fVXnTs7t4hSjC0Tmo%+*x;I+$jDhF3=z#;TcPmfQwz^hc=*%_EXY?_8mqbc{ z2J4flEYc{PfD>`?Myph%Dam)OJXukv-o6JIWna0~Ita=f-8x>ekE9eHIT(ey-FsSX zr+w|o|98k`Ab6(XobOp9K$f2|kmbkw5M(*}5d&FvWFX6SDGbWloIyD^OCpqWtto?Y z{_&CjIpp%h#$@FWjZv}ILy)y|blz=W+ldGox86qAh=)f$9<|=QK5-M90 zo?$=VDHZ3Fh#)*8tez1hXM~M2f&vJ=$Yiw{L2E|XIU^X%2qqvXBKO(=_Yy?z&Ifmg zGl?gwmca7>;_O$pFp=b8^NCV)?ZO*$-s4kL%TLcgwe;Vl)kiW?H%$6ZQi>1QxVqJ4Mg{zIkH({i!&21}wQ+|7n=fX6*t~cVjEYORUvU9zr zZqMf)^!@J|i?-E?-?YzGbK9)anJoYAno|F!*vh|`N{0N@zm#y>FHdTkK67Sfo0EWS zq-1V8;b!y)2Fd(uqy~^?(PphIe+z0T_&?K|${ArA#y<1g*EXy%XAsN@gyr{MzMykW z8W%xUB_wCWbu2(LF$B59)hG;4ZM1R-Pu0%~Oszr5^Rvt*mq&tfkAA)O)aH3j*yr%FrJ86J6vDt8^-{dXOQKLLS*~xlNJv-sobph& z1Y7kpvfPchrXDG(O%WZdPXd~3TVyFrt#+BH|FDnwBC4jFl@Y!8&L$r|4(IB$!?`;1 z06=E{1b~hFG+@K6A1h%3A1R0s?Ac%Ol&`yvS{9dHQFK_eZnb`_ZX{qdQKG=!7+U$uvp;zliR4lv3o=Jh%nM`E!ww8XZ|NCo$mW(Z2PjNEa2}7$W>;H0bs9?ls zRxli)hh;OT>b##~b?^tPo>tHv?95r`Iq5;DvZQu&D}4TOs1BYY@^L_)H1WW*D4!Cs z%{QU`s&ri3HxGKG8ziW*zq@p*9*i8-$i&4ju&10etoLNf1afo^a(Yl<&wzJx$7mLn zrX9*!)6&a+q>jP(ynbA5w}Z$4X{0$Li4^uD=%VP!MA>_F4@NBcUmIz^CByEm$u&p5 zGQi}1YW9c&0So9dMF-Gj23+F{ylcM_AkC)%UG~aHj93JM8Q5(jN) z3PrYVWx>|1BgodRTG-#k0{g3w%~*d!C;z;4>-(hNkTUD*Px>7A8DpLSn~_~%0LZu` z%n~}ZL1PaZTM&GWsaKy2tOAUA17I_@I{=$WK(LwR-~jDK5N2&)Yo@Uogdq0&jxf*N zmh~SY%=^Q9&2Rs-E$e4&=4ZABp`sagni4)|>+Swo1BmqZId+JtFag}H=Jl_@k3n@I zC{q)HA%Wl8TMRBL#tKMr)eOYA2>!)(u7blAPjCXFoFJO)siOh{91NH*2LF60e!!)| zu7Gd=5fG+%^|eUNu!&;yBSodOArAag=TjElaMAdPYY-P|96L`s$O(pvq)4EKA8X^~ zyWK40;JjjGRHNf7bPd4AZ~!0d1$Vd!rw(7nI<&xP#4%V0XEzJiL{cQDN*ZhhkCahK z^MuLaSO?Nw();6X7J@JZxMJ7|?f`6y({7ctU^r=*3k-1X@F-{iEQXEXPfxg6M8QQF zri!B)p#=8(C16M(y@!3^&je77rirBYvMOmC;3D8=VGcKdV}@ZHc%vzta4ZZ59m9df zZYpX1aL_T_3TSEA1?~V`%Zjb|r#n^BI=11TI=Wd@!z}=oz7OXh19R;H9|h)m>Ja21 zK$yp1JNg8yqN$A^!hgn1z$0h^Pz?~#*m5@uziZg;uYf{3xLKTx!FJbl;aULi28O6W zUnMPj2YzS;7yz7}7zZdEz?d_=nnI0vbQl1ZTo57xnD_(?y1{}B)cuswKET#=q8Y9m zVC8197ZsZX`1FHTKqc$gcsb$*pq9NB{6mCfu;>%e%yaRT|F-?<|BL_r$yW3K#ecu= zIR9V#_XqxKfBuwL+~nx=rf^35rqOwku%56%8j*2^;BODmLkMFny;y(K@WG-6l(%%X z|8c7Sao7rP$u(+mq;l}>HFEO1$uX>y=d*)8rzn1rlpIkZ3G5x;5R3%hY6-IAyw^x z*nZF5Iu8eKVRv_ILS3n{negi=(7)D`do3a7uJE#q$&UP&wb9RZ_WHd#=WIWQ)kkDM@fl>suGKUaG2d;pMEH=XV^P`^2LJ zdn!8@Vqh2z!?jU@sW7yI;Vnl>-1( z)3d}IhQd+esrXJ7a;E3=(~gJxP*J>&Fl>aO8w`b_c%@*7hv6wl^y`z*ouNBHcZBW$ z-5&Z0=*OYkK|ki0*(LkTY%{-ks-043*_mU^2U6`egRmA6HiFPO9|S279?U<`W4A7} z%=g&*1CHCFuZF$=dOOnr$5QAC&@Vzi%5-4Sy|YpabhoTHzj7t}R*q2rl?yAhLgyb9 zUBr~N?C87$i&lYo@s<^V^H#F&mYXHeiUKf zK?(5}9mbc0j@cYpM9UH7SS?K9i^Ko-Sd?a z($!pny(7Y|Qybzh)`>3(8vyetn8(c)tn!tbzgTm{xw9fyw-ko#SlNPK6-u$;T13rU zbd+Yc;GU1v{7Q`#SFA*?Zchu@v8n;TD(s6**rK7#okz#aR-Yg>?8Y5~*fitZ|cf zzPFT2JJc)*=*`RzZGj2-Fu^0FL(2`iOGt zDXRm;S!ZpTs^{NikzzMnF{LPRI+{ScuZeza6 zXzZsIi}RRTmi9TH#W3d!ek9K8UHGr7&SRG6M|~tN=v{kS@p<0j7X3cw|EpD$nA)MI z4shOEf$^i{Gv?vGrj2Gqn|5I;82@%xaxx zDCz>Yggas^D2c9}TXon}ToQxnq!{f~S?e2IDOj)Vc=h>2i7tb!7`9yFS25=)gwIDO zPbYG%cT2jnjRhsywP)*PHWiasch7V1AgUPCVdlFb-3t$Wxtnc$BJ0HFQZV?d(g8yjXW4cJYhTD*kiDPrn3+K zFnAw6Z-KUQi;=NA6D{GghkD$Fo`Yh;^46AO!yPvA<@Rj_nG{+iWu~yVT3me3d$H-l z-l>9SwxyC{ru@{Ppj);U82(Hs>n)p>XC*C5L6x<`Hd>WWPZi==5vl_6G>zHfYsqxf4ai+&>1kFDYKD*c)!Y*a1wFm;v5zRFd5yGzy8Ul0(|;89_HE_% zvbgTlt2j#QpgLvYon+|^M;z2h#7a-7#eKRdFMQCqNVip{2#R8HSdd_+lain3WMmg^ z*;wJSv0C1-!d0YZbg&&>J{Hy6p3nFhd|>N1ncd40$~5GZ4|WLDMPOW7dQWbYzE~i0 zu>iES{$=u5t2KVi}I21j<A?zXSKG$|kl3Vf39o%h>vYI99oR4Xt<=6wG+>OwW zSMVr07^5Fw42-&OLXe7YJEqK|xIPJYK)0+$QquVlFHd&bj17)qXW%hou}6V%~RkaBkBAV)+tEF zJ@pSXH-}4bp!o;5TnIE*h0E1Ia~C7D-U^=VqsC~xi-G3%ObCC)x7}3Y$zGj=TccaH zK|<2`^Nz9&hfE0d`ehqEj+KI5xQD|Cwn)Hc9m_A zlXSjqjIKT(Xnxa#kae%^rlkpC0M=2mRW_ng7gh_y zog4oORm0_gHM_fw4Yju`RO>RgO2R8qe+~(^ortPlpz%?;`vvLGZ-dPi`eY@uXD(5( zeI;?hfZwg^j`6~ntV%O8k6^yUw9+hj>lnfX+iI zhLs}JYi&bZo1vcMp(jSXPH%Szy1!=Sm4O za~~IS8yC8BVIgWWs__us9X}WneCGIRjw~bA8tonh>ufa9$pX`ruvNUKT-}Bw)Hi-K z{;)u7yyIKl7lYS7c~V8hlQ>QiKp$_RGWITzh3-1LfKc_?!-@XU*oe2 z1N|RQC1!)A(9#$FTJQcuy4}WchNd$V;taNY^yT7$mTWlmZ+tWm>N?r|B~rJ#uvM|_ zv{KIUcHaVB#L<9i-1rfsz_({hhmUa(=P*Wq*sD18N4`!=Bi7#nKiW-eJgT;uSm|EW z`fbW%=$$U`O%%nPqAsq0u!pu=if2ro5IggX>s_|~fKAE6lM(G-&>H$RLtn$LdyU8B z)su!c%QqG+y{3LMF*&F3Ygn_5S7c=O2dLt06(zP`%+a;oKEMfU5u8~Qma_F3l=`kx zfZ~_UofYqtkV(gpNlvcq&IwLfLhzHCu)Hvsq*$+@L(zWUSwY+hlLSvhiD7=4R1azi zWcDnfh*m8C6Ys<4_x>b2MKs77vjs)am?Ijwy@H>!-HXDW$$;j=sz+hZ*4M+w5kVXT zb3_mWL2v|wbFDuK1&BrvOo%XPW8c#FZs9~o@+f!1o44L5uO&a)ez9`S1mV(LbkabD$hC7BHO`CeIDsyyB!Dqw3eHPB zTTV3ILZV3AK~uS3F>LBAn<=sLr_7fAe{Y-p(Uj2RgxQ~)ZJV{MFAv*4-V*t!&m;Cf znwMUp1&=NzNdb2&@8%wK<6aQ8%MMj1;~ZFcFpm=2()O7Uz~7?0zZ#e~{Gcsu0}O8j z<~=h)H+q0}YuO=ixEy$SFqJ#X4rL|b^b~k7SN5PI*1^RH9iha7(S^}!xWMSJ3E@7h z<7SMGVB^7n%M~F27Z@$%!JGi6=RSBs5r;InG0kIlan-||Wrx@$u8ehz#+Na-DP_!U3o_=m)fsaecgC;n z?ec25=yphI35q@cUZV4-@Xe2S&X4fTtauKW)sM#XKQw4Ezjwvy?BYC@mJNN*=P>N~ z<{ydwjjEUuB?I^1cj~6Lsb9>VW`04!2iSL!4;e+h%apSD$O~tJFP0xir{gg<#GVOd zb|7V}Ro(8~VP^R$4r3DBWM67ZicLZrzQu`OQs8{&Frr6KPRks-b@i|z>UDRr*co;A z?Qus0?YQ|mMhwIn`GMTbKE6bH=a5}Xj_DcZz zxSrZO2=)9YYJ1mJ;_E6iBZO!~e9nkcL~$%zPcq|;;hUA$iNY&ml9{H7cdtVemp8du z^p>_%a(Q8!TuWm~xlrEQ-(4ovE79+D87*M03Ce|J9(!_Q}?d+yrQ?rWJ3 zZQhkX40*?wqHLPzZprS-Kjfm0)b>_U_Lq$Q@}saf)c7{q-5GLjrRMWWa-a?Y$@54s*!%12hHxx=jvh_*6c!2oz!{_YZ&*gfWEy$ZA>+YV3~?y=8cR z=#v2-(SaBlIL5|>AOLl}gUQJ^0F6OPdjlgJ=i1PXq?wR1oWkbvX*&u|1`6=rZ-Kjf zO(zd@D>Rc%qP)f**@W2T`&7~dyH1A}w6^y~kmxShlgj;N!hV{~-9rvpc#*xsXDkEm zgR_TtIMb!Q>6S?oV+%>50~1C2{EAK#FL2P|WHD*(wB0gpZ1M@0`uhM6?+>dr*QSnm=%xwN-oWw3!n&Uk zSEv7L=o7DTr_i4MGm(*`55l(*S4X)J{23<1pD987nI`aO_z-{QDEKq+h|_Zmae5xZ zq;trmfADAKIz7L7H;BLUEw3nbj(5ZGcYgJ55P!!D@owZnPzAx)oGN&NwhA;Gz?aEG zoEixbybxgx2&#zii+97&%y>87-JJhG&=mNLxqd**iP>*+y+WVPKL`pi#}1h@CD0A7 zocP(<`R?_AU=OBr#1HyODAKRV{7~!{6={=wZc;%W@60^uWRE2-ocQooh_*K}(#Fr> z4Jdq+VP5*3WaZ%-o8|F^fe$*Hy6?g0AdC)2!AS48J(m8+bi;mHtINAv5!=vIwsn-l zi_3^9cW_>odk6)*+?d{_WkhoruII*_ywFDZYC69TQf|VZYg;39wxc9v z#oab%Be=x3IitaFr_EUxF8A7;3zBf=-~e<#XmjR~q?q1sbC!ooVw>|)NlHUPoAU-q z$}?ET36^n^q$t2L#&CgUT)_a#=)nb+DN4e9fMsZ~46h``1C~*Q3oOGaNg0M^zzM;^ zGB!qN3_K0T-8RY|xWu$M=)<`wD!h0hIt zM|C0bcD=lTdnp@Awkve&3EyjqHFG7TD^nVUs9UgJD;W;SU9W}2sCpR#_h`Lf*JLEg z^gijT!k2r&xn1$nV@X%BWM2H>)ex1gcn+0VJE1x`ESVoa`0~0I`k`1urB8&$Q@ez1 ztSA+wHM^qigZ5d8487_XYLDj_6VB}Aq6s(pgmiPnxOKI2kDq#o#Bti=539t+d%xAi z4_+sER`siOoQ`$j&#VgAhgXjmI|k7p9f;$MB}HM$n?#1{`z<=-4Gfam5>;x;%5$2O zcm>JUNT_MZXn*4Mi^eE&CyC%49Tnm_h<4Vft-)xjmC@DR z^Z}(wqYsG-E*d|jD)K>0gSTx1(#Y`^|3LJ3`DrCj{cTDS)W1(5#rj*Tv6l&u zC*NcG+&wJOy z8V6c;BjlE3CmOiGzu6SquhjxEq$YMq6Zw$gJ*;1dj|4TqTMe~fqZNr$;x16Uz1~M4 zi4}{oQBy5H?U6sp{*IAa^7@flnyCOz)8^xh{M5_d|9&8{-}hTke-}ULCqg3AF z@ha!}c`$qg!}WQK^I@0*!(xHga98;0gEyaB^CdCF>)&K!DKQ7^)JIybJ)Qy#By z=1_%UFbu`=l=ES@KFhrLO3#XotMXX9E1a1GVdxJ-(L5G47_!6g91K_Htr^EVFQ#Rh zm-zJD+$fT_CLe~~F!Y3>aNZhk7=Fk!f9~F6x)GJfqlR~8sfHmMhC+Ef^m6ANd70*~ zoq9|+3+7pV6UeiC0^JSzX6WDeVGP|3`ex{Lr&dzCZ!c{xjD5X@(tUdg2+t9L9fV9o zU<2VUA}nq%Tn0UKQF|d5^e|SqLJwOASLk6ZaD^VW0Itx(nA@cTm|S=h=H;+!oh7jF zZ=sxDv=Xy*erVpxc@>93CrQ!)lW5+AN!-1hZoxByZIS{!kc=lomio z?@yS(t=9tcZB5Fh3K7h1RV`lvieHn04G_WTlz{mon0raW0aP?+0u9Gn;zM9=)}Wj_E<)Xs72>tB z39la74dx**kKx3%dg5pv}~pzX4#72+FSj3_~$r zYHnkbn%fpi&21b~Q|;e`z5I;O{NIng`~vM@R2mx-M|z8TV(j(badJ+^=azpFPLVZr zPi5c=Htx~p`mT9ziYAN>*$j;;bN__EKomxGX^(iIytTPkYLyv_=}!m@L}M@qn+&eM6ByBR@XAaO$wQ=xFpLSVSv$OhsxylOCHntp@8u%L3^ zRQay@h9=(8!|ZC-Jj@)VLD@frzwCRJeBOY^?TdjRZPZ|sbx?mEk5~gA)gg!`U#`B4 zBwT?exr=liFSc&0$0IJ9KxR4@Z6H&?M!vtrjOwG0 z=|OV{x&jLmTW93)m5WxMdoq=_uwm&G0~F+?t^E@4m!Kwug=svrk(Zx}weIaw;zg0~ zku2PzuVUfY3I-F?djad3)$f`$8-F=A&BWxXUDf;Sn|_9<=f}LJ&qiHj#2YFM?hGk(ij%)H9Y)Tyw0OhvW&y%%}LLO^|B} zxtjHrzSgg3yik7_r~jZ;#WC0}-=LQEb!qvF!{TK6ndvN<5U$+y<2Cfez=Zs3Mque% zjLbKPs5~YK)L|XeR6Sf;(h=6BQ08L6pnm~yGldqUQI}wHwW@M2;>MM<@RkhF2WWvo zI&~dlIwMMx)C-*goRKj%sona$LjAPYu8xndOn%Pt^l0|(57zuU_QjHP`d1Rh=J)VR zO6Wge9aCm+9=87wnwg6Zlq?s9!EIzA{+umco#+O*g3C_YTW zc>;iv5711yep!tk3?+CJW#Zd9VNU+}z^MIu(Sv}^q+Jb+axg->I!QW9-)-yM3m2H< z0){(nox9+2udTB%375mmqey+w*11B`+4+83rvh9O+d4TUohb=zozjxdRXfV`510_H z>zCeNMzw+BPTPakJc{>|aLKR&P&~$pJc|2Zw5v>CUefuYG1~Y-U{s_D z;qAS)2k^X4V4V*pgw1!`9>C+)B;igNl|8e1mAg?r1Pb{XgPS0Pnz6{V!*y=LvAMsvOl*0 zh^esvrRyXhN28z^+lH3=db#b`7#NO&Ewr%HeNU2xKv;H9JD5S;v}ul?Rz)eKs(FU>X+wK zDnZy}8hv5;PQ#!wKL_aJ-5b%w@8}EncN)g2^q80e1AHmLtA8TJ_Az*vJAl3zbp>eY za3eHKFqcD+nN6tx;ydgNg18BwFaDHuZaQ~?hIuWN*%`p|6Z-OlhIxc0+FK}gT{9pC z*uD~v%3W5CpfA%=6QE(Dg8Xe81JGY~Ntr{eL)}avhqZbw)vEbzu#tlD!s-XkL9$)3 zTd9r={AG%S`GLPokuZJZ)~9_ljaZ%DZhbKr^vSclPtE3Z?53%JN8MI@9h1uOS6iV@ zi@OCzZL%rp@+I<0KxQ0Eoy9x^8;Rxamkk8m>KzGk3bjmih6-Qqe^Rc}j@hhc$RC@y zq|W#fSz?eYCB)2!Ag5uCMH6jGHNHFu&OLEj__2}9(mGp(F9~Hz5q#upBny`ria70k zQp!yd`8tW<5^W9yHQHIe_ECAxI|PRre($kIfo(YE-Y`vn)OWN-{h)^Ys_P-|DaK^m zQHKv(N8ftv!3?}-V6LZ&qDkfkaYZ3y7C$G|bt0S`m@^-G6+bh;)H-gBSP9CVY(JC9 zE`@a>b%K~hgl->N-TsQHyv^GF{@rbGgm2L0aMi7p#;Eo)h{I6s8Wck26Nw`qg3!i@ zm0u!wCB{=wjZ{17K!tmBQ6Z2i+v;O1s5Jdv@4FD&m`H;VP8ELeEy{)ZtO)=39SR(i zxQS6V+8_@J5>7T66WC9~g%af=n+cGJN++gwOu(H0fI&DIxmX(Q0UxIqrI($n*P9E8 zl`#9Lv5t+;{`x38F!C8F7JP|Rt60<41wh9ErK4uTG%=`)ACP0>$+7oq`d zr|)ls)}1L!$72tf85$2t^dMim9r-1E;Foxg{1SbLstuuIyg_vrROwoRBk_=v(nN@x z$B2NWqNaq;m@|4mGDqK2NYeuFM9hB3!~LVMw;BG00*irhVFSj64;Ys=Q0zh!i$TG? zyT+2I0AXTSVB`q6%nlgv__y5@;Ld(~7k8hjY=izf=M!7e)za&no6oo1bXwp%Z#_?#EJvt@nykie~JrKP{CWIZfixNBxj(hCQUdmNnnn6fG}bc#1u)E15tEj zj_sk^3tf}gPpc*CPW^SmPU%XOT=e!1euH}hOT>);gh~2e^MC!%vg?29W~TpsE@w6z zWN<_%@s|*hJRU+veB>1*f_1bxf+GLCPYQxWRb1xSCKn5;5TMA@`=frKIuErS<*ic~ zfQ~(3`L?LbU*yN{Pna~C`Mlhbo`~%lddpQ1t8%X{BUp|t$i+L6t6Ly5jjQ|Pdo^U= zRpD6%rISeMlCvN=Jkd$@D$UJI6YS1C=fwP-(ouKcnV!h;nVXTwTAZ=;Yd|7f&^E!g zscAH44W|C7>*-}ybNAVljrDh3?653k8&Eu zy0<+*U8hIc8lW9l3u;L&Z$m-3x-sB6u1RPP|AM_@!zH=p-URV8kv^K33wvyo<&@Cl!^_`5H^w>b~z>TJ4|~p4z{AK;ROv zKv&yfhg9~)i>?qF3L@WmffQWPfd!>jCrHEodi1aEgf&!u#R1~EKPzjoB#s`~LIKHM#gE=J1EHe%PVsmK9w{=(NyH zxQ)q_#E3fab5A*n3@<)3(tAu{Za|NJR(M8t->_*}z zGvkV?Xr^h3NoqBvHCahV-AyrUX@Gs7-5ps?Nyn7q%$7P~v!0-y!~ zJ^M5B z-~_%g1tM8w3m$*R5Ak=HKpx&QGA~o@z6B!xE^gcRT?y6>^FbqVOqn9^ccfj*cVJvL zl&MegcOq5=d_1t@Q5Z|X$EIv&kdUT}!|t2vz$?zv>5OM+yxxHs)V6F~KCGPz{2h#D zM|shzQSeeUn#PKDd3kK zm*L#sh&HJ9d29CH6dlCe@egeapwGJK47?g|i%S{ML$qAwfKaQ;tEM*};GR+2$%{U{ zVET-=$$g&mNWw-vWPr6(9@6K~9|`_X&q#5QcUH8PlU>I3-Zoj})%Ii&j`|zCyMZx( z@lx=u=)-gps`8phSq`Bm%MFYGMC^GCb>CmAzk#{qd@O`QxQHTL()+-{d(klVf>(P5 z%$<w#fMSt)w;rgQz31|y}a710`LjbTU8irVD3~X7dBpARyanH zUVmc4neEw%TeF>C_UtHoa<%=+D-N!5yUQ45n8K;$oM1C8uuNQaKi4dsW6z$?zCA&u zq`I<=i-s(?qQfL^IPM*eL+6m*KIM+maok4k^Y97gI7F>*TwQLDZq_9o-(xwL5^3ef z4Zfd3g%8`S4Nzx4%D6qom|k65G@&$&*>!?L#tpeC;T};uz3%AdTI68fO4CRUoKw%A z)VZy-UMs!c>F)EGVyA-VKE+Oq=jO#uGc&b|J(p)Pi8jmx9>AHuj zVWLntO!2sI3c#huj(}Q`r{?FW{ZBO}>EMrj0JZetVL;Cgum5v=Q#$3y;7n!|O;_ib z^&yIRUS+ng*ZKPqY`1B9oLODmTc<~A*>WX486(D#&Gv1i_0+~(i?P#V^Gk{;)|?BZ zbDZ48^S9jqMZe70{O(Vq^E(qq=YKjqI{%~0==_FHBlBw#N9G?IA}-tYjCD2b1N-jI z%Fi65Kds%kD{rjN!insPtk=E#XGym-EHV;`P&=;Q`@a(w1;6wj`lXfVms+D=%6lL+ z=z-Xx2cn7|$o~RNAKmoRFx+%Mx@iRb6>46hn;u0sO+hz(2YYLrGs2>jzas){e8=@c zRtrGbp9YyiS9Yzu;Va#MAVk=D$4DQnFz(|EvwfwTNGwXl{*^b9H(ei$YSmp&;wFwo z8TD}Ib#|fye`K4#Co4_gGi}d|f4HXa`SH?zQpasBA31Y8O=)3>2s#OoKV;$Ze?0By z{6C!bQ#@O2`afKJVn1Iq#eTl#h<$(ccF*py`}Z~f_m<~(*Q4$U2|aY z!J_?2L`(KF4|hq!{Zf6FK-Wb-MJ)pz$w1iV>^RPLcI^Uv#~NUU$`zB4hlaN3|XZnK{V|Gm9`1k6|^ zvNL|8JGZ4wEpl4np!VgtRt79(B0GZC7K=V6ZE4lzN&)zK^EKA4rY z7T55{{sl?0j>;QezQ1SV9`vc~<3&$HYz{F!@S}uCPj~6Wxq?|s47F9~5}KQ-GOv_3 z%#?`rn^(3m&?+uVd7w>KwfUxX(Cb;oiRs~UhwkB2I|$7mie#FVH*EfJ&%>Pp>#d&? z^C^xdbvE*XzVn^53K`pMIL$|lDDh$a@~G1%X(4ALuNx}&TW{AXX%DY1>T*jp*pGd{ zZWY7jEG8Kfj~GUJkKo~Nnt|Jp*g<6u+VgR{I+>b!{PtllYVY+{^XqaMVO6HN1{4+U z?S~}h+L#$W$chVUvw(cdsg!h%Gz z8221<#UxstBN%Aw#CUqM`{a8&X0>>+UFjSqU;pG?BD}{-@Jq5*k?OVw>`Ue-sDkOR)<;(cmWWiVk?Jz2N{}i8 zsT4p})B7pVms#k#d`*CsTH3tfx^kyc=Ph!_$^}y{Zc$6)7ps5F^xvWO*<@`;ppRUU z{EA`wRY%;LKNK%=(~goTNVQTs@qXy6)x4}&cF1x1vv{Sm+FFYXs-NA5ju+}YP&ym` z5F`bJ1o8yr8A!U)*}EAa&q1<4azH2``5*-#uRy3EMM`?*t&3#NIL{Lv)Cior7*jAS z27lcD5OwV)(uq59AHduNX7_pf2ekrMEnZR}f(bo-Ih?w7TiJ;_2^~s$6+?>>&v=1Z z8_d!L^I}4e2Ub(pZs|F3Cw@%nZ8>|<=`*-_%7eOr5{v&Rn1{J`JW%ZQ+8y&x-nlz> z-P;O2iBD%P%yS;x6sWOyX@OMCwLb0>ceh~20`+J0H+D|+;7+Kq)8pDbe)sHVZMb18 z8}!s{+Y!EUsr%QC<4s^4rIUx_7Oz{gS4cuEDQKR6$ksr<)yoQIthj#MFY@){jYeQz z4Q4Tk@T4pA_K0i`T(Nq2!NU93j|bPhe!SK3PiS z#YK-dUq5*`e)qaZdu1dJC56qC6WI;s6$SkFZ#0YBtSC?v*%N4y6h4o#S3$z}$9u`@{FUEJpe_MXS zF(ck^w%APcTJLXP_I2S^{tqwvT6k>k;~!qw_2=Qq_gwg|$p7+Ab-wT!d;IR_?K`&W zvB+WmHGJXj2a@{DANN}QaE{~QxU9ML|6wmj{~x`4LM%2_%ec~eVwK~-D1_~?tEkZ+b{7DB4qBR^} zoZ?s5?-1c%EMk_}w2trgDzaYwsm|7Qp5|PMB9>mNwG)GNa(v;d+wTWg;1%bB|L%}0 z)vj!^sH<7mM7RkTp5Y@STgnZ2=_7L@@~!pLz#?sPCVZ}9+5Jz-&X^R$RzD`He6|+! zLft=Ti%*(d(9;!-@Lla+`)Np|UqT;y&05euYlp+g%I+nv>hB5@4Wc#8&&8x>e^fB8 zYt=Nz#-yhE)g)dyOEx;2@KoF(WuorJyAZtTScQeDz zAzo0HDZQh9B6Ex7i>n*hc!D9ZmBi>bUZSggG{{=~aiV!%4K2AWexyuX z&p2*m4ws|A?GpHyp?JqG*n0kxMD3S17=mkUWx}O;a1{(9)zq@a^^rCG$w`xRDf?+L z;UsD+(`e412PVjd;ytROT_7?bNMt&;adCrw3#Nu zwK0vyM{&4K?0!C4thK&ZVk=Fwmm%0hyWh)T<5pgq@b=7J;hnj{yVB2k&R-urX6l(f z5v8_Ljplqrx2cJAvzALdNbM6}N^EU&96ML#w*h{NMMk1eedMrfeQUo3cQkEcg8~Jw zxtGdZ+r_R<8!@Fd*uU!w(y^UkjJa(=W#>7Xl8Ls>v78ytNbp~MpESM0^z*2^@5Fiz zj{jgkE?_lxTl^boweFWqTZDuq3E* zsVs>$ITA~PF87#aB}LbI!iqTD^Say0lA@eNn0qeBO;>o_pvzb0Gp3fUH>#Dvin!$N zFrs|Dr={B}p`oH)S2zY!r(e^YUwF7)*cufhk=3c?l8CLy>^wdhDpYTkKE%%l%F&PH zUYtp4qD?BVTDq<4mmRKH{rW{axFJ@Jm zOqX7~inSGg$}TN}9c;=KTWOGF8s@gO9w40!_b~fLWV&upAbA?b6CW3J+-5 zrn2<0ahThsoXE8OpWofXoFK_`NqMPQ&-w6hmsSx#jD~IYQLgcE-mbamr>iV!-BcFx zhtNcXQ45R$H}+Z;UjL2rcGj|dLc~^?QRV%=@o^*0)g^bm;no~frUo)Rf0LqbX(lh3 zO&xMjPu-E{sJ#%+G;%O26TmZ{H<4qb@XS>%W`_3}p78z%S_e6H6Lm;WGu5iXF-Ji& zm7c)xwAD<#4X$@cCw?brk&Yl>eW3RWJd{% zngWqgDC$y2zJZrCu5dhI?oxO73SJURb38E@qZVH2cmgotFyh0g!FwrAh+@=+VXd5Y z@)I?T+F#|4C*E0R1>`mD-X}5wVJmta zUv>;+;(zv6kbxnrOx3#BTy2fR@Xsp-b58N)U@-ca9j=> zd6~f2{#hC?xl~t5Z8J{Y?jqZv?l*2Tc|l)+#`dcD)T`OP>UJ&T&E)GWP&^em zIOOC1@`r!qjdFJUuX+|I_cY4x^xiIT_v-ay_s~1l(J4oMr~c`>aO$UP(i{5DIr8h~ zcQKC3no%#>p1RSUFH^4E{QpDM!S>Y6?xL9w%gqD2SGyR;XYtqnN2oBR2S)X3)_2fO z>V;|OSFhE$D0(1>oYZ;EXfNhtLb6iI%0$suX$g10NiklTwfTeSo7BB-0Z-*_n#X^R z6h2~bQp21X4Ni(h{5bzRe*SpAbK*96;Syk+R?pA&aQ$hbzPS@-A6 zzF@kj?nRT>?2NVKR}OYBteifY3AaV62W`DCL|o}Dvq{iGY4mcw@w{Bi-doN0E|#^t zoO@e|9Fl)(p27(Si3`Px%nF;<%?8z5hs7{E^K@@?^P-EPHZ%7US;9gm9sam5Q$p%> z)5h6z7MH4z>KU9@WiR>g(wfHReah++30dGlBw_`nl}Fz@B>QzvN%B})U=ibNzk1Y$ zQkl?ayl%n%OUuY-34-d3!M+DjRa% zpR@}MS`=kgVv~>>oSBFw#8L8?JENY^#Xc&MoJJ5vqcXqvzxm^7{!?>l6T>s_DC9dYk!%-!hA^6v=0GyJCLp%0-}|5DEK$p2fU1Y^zVr&}bU7Z@eqxSk3fvY_~S|_uNK{V-%l!mpyu3G6c@)CgMG= zTHN4(>Bj@p#`V`=bbfZpxCf>sKf%+F*W7=Vw&zL*NyKsWw0CznW(%0)iT%@)3N?{0 zBTmazNc1sx@0+0O>d51yZ&TQ#9etX5UX(k-zDix}&3N5GYvDysW}FA@`x#{U5Np## zG>c=K6AwzO`6=1X*b-VyXY_D%GXhR5EhU&v;BKi?j6Z%J`cshGv$R_|)mUM)Y_y}k zfid)k4_C;#CBO-3Ma>Xux=_PL4Ffd;F#;UDDlPE|tAv4ohYPeU$dON=vlMlnLPrU8 zoZA<>WbJ}Z)Gu}_@5LyBFXN4T83FKRELQ4|-#nx8bx<<~zD%h&_%gYB(V8`Y zuR?fLfTZuzI+~3EHd%lI}L=I}WcgmEM z=25$Yhf4WyGQ;p-BCfeBj4H?XnDtt{Xn5XKc9G(oPYCvC^Vby~Lzqr@g31*Vqi5kp zR$)3;m%!a=0w|@t>2d`zGH`*b1Ei)|;1RR?@aBODhg10pVsSk#` zC0>Jtmy0`r!x8|))5~Em3tIejl`q4n5R7ltk!>UFF6=cQ?lk}NCS7IEe8>IbQfjUR zj{EuWQOOQ<2QDxYHKo*4n#d34QuXE4?P|7B^-W#s()6kN!kTuGm5#I!eAFjU#4!?A zVAN9D$sOVtHJ=Jc8aNr|FxpMkSJSl1q&d>y)$Fk@b%P0v(`GJpA={`W?_KKV#WPN? z#Hhhbxg-pzCBJFfZLf4xzKoAL2d{F6b)0FA$^rPO2QGDbcX@AmS8gXq?4p*e(X^|E z1x#G(9_dp{7HZmoyYmb-(h7<=#%b8d!*;SOctn|En2c0?YRVoMuEJy}++|b)Cet5p zYFz2aT&-!Bas_V+FYm&FYb77gsNM%(fN=st9HV+Sd?hfd!BI&U$7BpAGOEQi?QHKe zs#W2O$fy?5wClRZs0L4^Xd6}jh)dlKeX9HdO}pSq$2}o<(~qEtV}$>S$+*`}zE7V| zl{eRw%5dR2)a@HAn3X)Hvy1`s*oAjJ zLmS4PcuQaJldzpUU}(l3UZCSkWaDd~BRedgH_2qt6p(ik(Qj)6{^62b^YishaOR6U z@=b7NDpvDtaAqo2qkdRwjgZ)!FK=Q;!*AZEzR~?(d^_j=G=lLjhd%yapJ*<%*oYRt zKn1hdh`yK4i1uNDtDtp2B>q|wcBfpGO3OCp;?4Z7g6AqStJ4xxQqJhhnb0mbyg5oY z{lN5;^D?(TMPjCWc9l09%Xms3Iy9U)y!9{Hr;{NK!BXC3Fr9dQAZ6S&=O9HP;`Pa8 zVI2zBzI@6%6yUS>(WWP}UzM5nIUAc9z8b0u-Y;tqrEdE%tt0kvN9@|Yl1YM9vuz5@ zkC6quKMn@d9JS&9WHx>J!}*%VYpIh$PxIIkWZe^)rqDjv| zMqQY`#<9d{T>H)3wZz7|(dy2by70k{Kc^2mlR8Z3E-3=^Ob79*w7|&fy|l%F{y~uj z*db&(tF^p~h%iuTg3&r5GGT#7^`CTB0!DINX?^})B&@q2&?_M=pSb9!KAkcmS& zpK%m^Yf{I~izbp)Vb4=Ww&ypEf(H z`WS7ojD55ThhEiB2{)AMx8A0c@|q|*mbQ#=sD*af65N^wi~U+$&A$dnCnmoh#NhP1 zCa^Yb7F0KmO8Qqlm?LY(=vAeZL^qD>*|z_38uRu6oIZxl>}coq^t@@zZ8DpFU_X`{ zX~Lpc)ll#$Y^+U}1+^O1=(1pmjB*F84Y>7jGrc^+8;Bm> z)v#=JIpswCreQ|E;Xy)rXzdGaTY-^5@jDn=a%fbZw(Sge@Ybk}Y@D3{b$7I`C!4Z6 znwzjtmT<3Gje66t++j$)@p+TCWng2~L7i1wy81lZ{0Hm{A5;5F`P#zPzFktQB_3^< z+bd+!8m5@-oIlng&|~JHGxp+LNQ|PH;0Ng3gw9peiAI_l=z!w^(U&n4efg!%4_*z= zks)q{f78Lm`PQpJF4K=*jRkl$ec;s?fLG&2-WxTzi=t+|1Nl2gz^lmzucj1vHIKln z*$-X~W;H};e(-7l@~d7A&+)0aSLSDeoQ*Ru5yCICb&#_G5gNZx}KF@6xC`R^T>uaM#h0Zy(KuFap)QwD#%9<4#}s#r_d;5_ASMQZzUq-G8v zb@v2PtMk+)NG&(uzM^!*XAEL{xvRNMa$`md4l}~?pCB=O8?SO*>w2(#6g3PZ3>>f!OMPP9RR%0kaR|==mJ;EL>c7*q_SO9hp$EmJIvi~-$fTu`}uuf03!nz+3 zbPLsM#_(2s zg;rHY&|)4m6hZ9}bcDA7VFdL-(4H3vIv+tF_M%k-5p*+xy7Qo72wH-m_PkY>^Y+SH z^$LR8@HW7E0)HSVysHkLKoMGXKW_uPpLH8SQ+XR`L3>?|penqd^#(zC591ttO5UuG`#k%U+RCgCTTcr|7(&tqEBH<=DR!)-$ThT?C6~WYM`^EPS|An3wvinschyQJ*oq)Q|8v@j0H+ws& z5X?%TINw9YaYLAT?5@E5B06EhM1A9iM7jCK&g2>g85HcQ_VDa0s*{?pr1LzIwY5t) zee#h|oz)v0yz{M`{Hgmx4GY^mM*E8Tq{=pa4Kkhh7!s^Z)cRAlE;`lKpel?z)`G)Z z$r3`!`hIH-V+dN!@|Gd0eDNG@ObS}A>YQVg4{((=9-TQe#EmecwZzJtimbA(Ox#6~ z;bI&oyd!BDRUM{6>+%_5t1Wi}!ni1&BArzfR<|4o7_pz?5!3@R6Q(n>agt_a(BqY`(r)alMR}X;zmz>}M~aN*)_$Y*abOK-}5KNJ4;{VqKc5Y@rX~mg0l<+uNP=td*6DeMULK+lq2+>Enf2NQUo*>RO zxqN5>yGj!&UV>siC{#g_*$avnpqRro2^5>aN@(_yPMyi4gvWC^CV|5&tVCuHC~`qD z0*Y!-X!ej=&ty}=@Ahy^@PDze8kyao$OJ_jD8fOZi40NCQO~C{z*RGwIfur<6kpRE|lo7z?{X6Db~pf&z-+aqNmrCMZ%tk-;$u zs2<0PYBEU&&pe_WiYI~MFHmH5f+86dL{NkyL?_87KAuw}KHdSH80ci8P6Tv3QRfzP zG*Ra|!nBie%D3aX0u;uvit8&ZyyAm6H3IU3^rP)@l;O=Y+3DirZ2-{$NcR}lUbW1^ z>zO;JCMsos-tak^GJKjbk*>!2M9TS~it8##MUWDJSaE7zgpXkbv_6sQk5&?jYp0Lw z4|JU0)pee=N+dg|&n>TB!HJd;T=%(asoFWy*Cp(cc0aE*4tZ=TEr$!*K|*yW%dXE< zt8s41D;btjb12Xb60CD6Gn%Q^;9Q{JV?I#9L!Rqx&P zN5;%4!S!U0a~O6`VDB+Qh)|M1L%jdpjwYq zZ`}scFVqQk}6CJUORrXB4O^U=H3K0Q>1MryR|3hBZ<*2EfBH3|pt)x!#)A!g|9?yz&2?iyO|W9-8wq@^!djn3BG~@MP{y?n^q3V?Kv9 z)6(#y7P06{oN6*)b>4Jk-R5R7{*1lkfEV)J;~%8C*MWTF2oW2ac08gB8I4|kVJwoH z&?_21s=M`W6t6Vfj#ST?cDQNdE+tJG?xNjgiqqo^ zM`WdTHgDvgvrqln3qKJd7kUe4B2*^tj&CT+n{jv_U|pAK6R|OnAq!pQ{Wr3w32>J9$Aota@yIUpIdXp>geGB2Ib3#QPSH zK&w9rl&>{QyzZUnVl2y@pvo9TbpIaVa4NHUosl8ODvT=;8*_G@PQmh<`gnIhL`PT0 z(H6UyT+qipwiXOit7*CF-r8SQWW7x_<#nRyhqPr;C|>1la@|mF+~lGDQc4+-R+)Q< zRc7DEAUaOCm<+WPxxX4LD{>vDo-py1y3KX%#i2-1SV3(|ud2p`xfz>;^L{#>^=X{Y z_%xJ&0zLwdt;HSaXSmT5l!Hv&eLV!lJE?i@IET^Ho}o(x=N8)hvbxM{olu_!&q32qzROIRIQ!}b<`e3O!MpugfW6ZCN#$O0|g zA^Aq_ce=Whu`BQKEPq3-$5}Tx1RxA~YbaRs^O9^?>j`ewI_z5?6*9SPkbbj(WZGS! zcJQoNnuK9joi1i~4I9U1&}R22eB`!eNV(>rd>(5oZDhc@$6cJw1?NiD&t3RD&bN3n z#P(M?k&;)(p6+X~1lLZJ>9v#WCD{j0W$5m|8MlakgELCHVR)>UyIF6ng^%ujxTkw) z>>gk1l3Xu(TbO8?*J!sH!EoQ&?&d6eA03VS%%FA?f}vioWXc;^nbE5qpM-@c3S9<* z=lY(=9D6y7qEzo~>EC$APDd%FxC*i@nWwJ|?)Ch5sK00F?v&KYn+6Q*csVO10ZzUM2mfPuU zlO7k@CJ7=AA`CJgL||NG%N&rIAlxyLEi8}`kO7b$5GF_)2xClSMeIQ zgJ8#QT3Uge0I>iu1u+KM4`K+i2V@7xma!_Pd2)nj&K{NhB=-lWJBJkB>E$%sk9e1%$_p8gV{DJ%zp6OH$FIR16xyp#TSEF5N6MY*FwCAZr^9R$Fw28k49o&x4gm9JmHkGyHVQ;Jcq&n|n`VN&ao68{5lTKoXTd)YwnTVht;_n&Fs@TU1P zl7K*r;w3U)0!4rGrbWE(qZpF#&%9}%QY+rBV2+pVY_M|D50h+^rQKec`!Z3{(R&vn zvJJFuB!DYFpIZ?*jr%OS3xZ7?t3SJyB@pjNMX$TVq^HBg-i&!W)Mq z?0eLm9l;|{k3V=lxPL*NDv5Xv$kiA0u)o)719{pJk*8zST|ZWJykWYuin>4ls6g*9 zVY;LUR;ikwEVybZoUUJ`Y6Q>2HnTbqYfG-ysb8v-uhrz^?_Rf9$4DzRonfM-j^UBT zC1{w1!ghLeO_|O+sjl$-IPi|$&6ihi&=&thp6(ut4&O&Jyq_rg?kDne`!!#>u8`^) zTXW{9JZtoUl8a~C2V@%CSmxol;OmFFBUi0O8Ys%v=w<%Lj!g-ah z8P&0ee1vjvkR+SY$j9=uv!TEt<dAnV zT;#CtLmu6T+zElC?m76c={TP*>wS1G*`U#qid@G&?*62GT)6{d_67%@$SRH6W?&61 zQ7TTpwQJYBH`=~J)b>74_gfj1;QS@US)^?3;QY@|aj~y(N>@k?cnce7#Kdu z-}8yrcJta{Ud!RNvj>q?h}Vko+9kYJ2DQK~+7F4k2$ZNJ0#AA)@T7%1AyH=p^rH~q zNe3aG^nKt-D*;cs^a0S1_5x2j4DqB70{!R_g1iGr$`bu?sp6`8F~*RE%LAUYEaFK& zT>@(ZPg)4^q-}soeF9ObO(Eab1dM1|I&h0JV`1WxihG!&pdAD)6=^B4K;9lcTWNrJ z(iedzt&DimmL!=j5#UKv-$QnidKAdpK&3W#3Xq#QkyX+9OiIbI26HAQ=2(L*lVW?U z!G}rFKGtxRNfA8O5W}R@TQsCFDJd2WIZR5|(S{NxCFf{EJ(I#VZ|DM~d4nw3n?=r+ zqGvae#l)rPmidnIs#5gLFyg1CuT@VCC~%aYfyZ8VF}sq$FgfaCR=kaxUgu)AC!S%l z8bhyaCx;tQ)8}cXo~m?|zknfgE3tt!TOfC4jf@eBaIGV$5PSG6AFXEXA zE@t9)8JX%B`ige4!Y-=oD$P{pHYyO6%;<2Uv8ZP1!%9bUSfmpaag0nE3>|3ScCcUD z3ded?3|${ayQ!|qnyFE60cw#|8v%Os65t;V9oChipWr%}%?JJwlyN$0e-2`Jj)LKmG@f}Kj2G@FCHDybsdG1= zqHyQheIfIfQ&+Ct9nz`2?(t7f$4{Ieq3~%xI~`vOvc3j=ex@xgHyzj6^bxXV|1R2+ zz<&^X8saVgk?iS%?cENEFRXY;k*OM}rH|q?Uv4`X6yo3cyZFJY*4w5i)XRQkPxGIm zN56JjR@`CIhFq2J+0zig!7h8~cUE1k`Mbig9+j``>41FsKxbjd5&?Uf{!-)5)voH> znw96;e3RFjC%eL1M%Lh;*wa9$4y64KX(^QpZS$yqcps2FuUSv{hCRJbz1*P?Qc5$@ zI!0d07({g&qK|L4D!UH+2q;Y(y^~K3+%JeSTizxY3{ht53vZf7p;q1yu;?FxHi62s zVb4|u#yUjEY$-!#%Q9~=v-PB?Zr*$))#s7#wwepO>eGQfEl5>XZz!*WG}OP&o#t3M zeOHP$nc7+aYo?qrl&e96>FauOlRjmlXiO!$GwdCZq;WbW45I7!0pdZ!*bOdOT)j7a zkkWy2ENNupCAN69X--ua2NGM}S_<59)I*NIG=kgoEg7t`7L6*BPS^bIz!73k4aLWA zVwjI6uhg~FyJiberExkj3IWnR+%0XavdO|PU_bYE9I0Ud6KMXsC4ZM>T`|lOE36dkZCcBKFK#i7AZLlWjRWfRVN~M9 zw5*}ON+V@ud2j~cDNsU-8+|8GQCg10BxialReC&a?mP_zE*u)+SSMDPCLhwFxOORz zP;^JtFCNO+`rNsM+81Ll?~Fob3uhGkY$R;`1VxHwb(REl+RvzwLQOPk%%CCkg(-dR z^KA9kWv~&Cx*s*;i1GUwai&KRHTV*u24C-i83{lQhBB}J|Ivz`??>#Q?`TDiVcV^m z3cM_H5K)?qo>&WdV(sXOJw{Kg89lLOh)lgT7h!9fe_5611txCrRe51HkKI(Rb;{afeZlabzVcIz;D5C=j8$6Wf zsu(q>U2|RqUloqd8W=TW7y%0#>e8GoT zw-B9>d#SCI3rh+mP6v-37O=mZg z9}ELkoehSk!v_a^wid!Gzu`@1OL7KI@QBbgi+E=`&YH|O{ap(_m2WyHdx1CU$C7Zd z!#`iDhkw4lD`%e!*?d>d&I{RmU(U{BOgldQi7`FnZ^pD=w~Py~i2M5x#ec8*J|6Ku ztN#8EUrT*`LgJR?Hk#`bQsem(5}z&aTwKYof>~-rzji1I`}#_?%0-dR#r+AcDc0Mt zCKZu~(h@~;Zsnv-(W9rR(yX zMW<#e@xt4$jA=iXvIDNrrNlDx^z^59>}b=D>5W*OSI&z-jOo-PA0t}_y>1F0Gob9y zaQx(ggHJUgOSc`RrKfh7h^M+XDaO_Fss?FqVL6811f z+o&hl(~u6I#rTXS4_XIb`bmHBJj23_Ss8^b9(x>8_~<7251M#%@tE%4V;o#Ft2H6} zlp(`44OG!9%$TS4rp1G{V0!x5sk{@9H?7y8o<2c((2A4iQKWe(r!Tx|DB9bf{e}Mw z^yn!X^b{`||CKh4^i%BVNjf$2{a4!bPt&RuA8;Zy$LaMI+(GlPTJdPP^ESYco}x@Y zNyq7@u$k{CnbU+BT=1bfD3UJ649hB6B0W6*kEn-lLRLrgj%| z7+jl4&W@^wJMg7_|7U#Z%85z7G%*(Or4Jy!^kLx8dRhino&ZKIbFPF*C{%r=%36-< zo4!MQX_C7FIo7)wla?%N0d-BxB60Yq*|R@jQjMVBsUK=U1=wQXH6yn3FPDO$y0M?B z(UtcMgAbwVFT|7nu38M((1<5J20ZCf#FIt^Vhlv3R)83eL%eE7n6G^$UJNWxfhT%avJ+8+<^V)!Bs>sL8X`2a8xY+Y6^Q-U)n7jsh~3>qn3?`x^Q6D?dA@U7 zp6wz$+l?mvpq;7-`-g(B@0^*hHDT4K70CU4i4TwLi4aI#b3%dqH2Qhd8~#uJa&n+} zWT`;z%)BFznknX-e=yWE-Ta+JmWlR-8hWxoI_aRejm1NSs@y~7Nj@o=ds!ywKgway z{gWI4{V&LhM?NVFt8)*{#acYP2={wYLtlNo3w!JFaQbdo_KSHHm~Vpl4VX`X`6-xT z_4_b;AI$z@E(G%lFh3bie*?2mfq5O6C17?4%>H7224kKp+` z&GhvMp08;prT@i|DL$bzlnbQ1C=>w|8gB5&3sya zq@V?tD5?{NjjW^H(+ktouR(|N@bXLOa2}u^f6qt;Dzg4b9dj%J>fV8VJo`IFvMErJ zufK8;fBF3Q2twTeB zl@s~2P?>~~=cwKchoZq1O&4csNWGq9B$qo}2K$UUugGZi3`DGk<7#LvE-51}Da|K@ zq$Nvjp(-Aoyt6Ll_!J5GD<8Q}oLQ{_UQSyWS0gsYdz}t-`AtK-TJ!=SQ=e1xDja#RNf7N z3>ZM}1|t&`%Ht#N*9AH;t$)OEEC~3==m?)0zL!wujtI=54>;(oo{cRTJ(Z2QdA?Is z?hv*y$YDd0%2o!xd9f7UVLdO?n3p<^Xb$pXHW22hHJbAo9iy{HFDv}9^*dCbrK)`V ztKMqtj+?epm*)!{FJ{yHC1x{qB2bwK#B7#Lx;B^Kw4S7CY;;;rB1P^cRD#`cJBEnL zHJ7)2t(pfWa#yA0xZJiDD5oEH-qzwcHkDkODsr!{FC0Mpn+Z+cfjva#HClrrF~`Ed zi;~?k`U4dxu#s)X3)w`g`aQ=NTX;@Xad4|0IXmmQ&|cXcjg8;LO)n>KP0p0z|sT#EEw9t zu$B^?GfX=6kS+J#n#-?RL-F^4VH6Bc!SDmcUmJ#3V0fInTlGEV278Ef(u*zk!5oHk z%8eWtVqtg$hSiiCK0_o+Q})C62f3?N-%&1W!*CA_jbKF+n<~ubYJE~)JI|~2Nq+6jU+a^&Q){QR98IW__+~>; zZ5=UqgH>&vRq%#6kLzWFH?)y}zTAfe`to>9$;izC#Cyg9n|i0T3{0^q+OVSr*wMkN z0Qd}m=uE_pP6bp1n$v<*WMD@-4=z|&HuE(Qpijb<+TPcBeG4S)|833x z*M|iCduhero_draXT%=*t4CRm@d*D+wRBuvl5rOQOy#ZH3TD{{mC|mGAvR0!MKXNhT@6Rmnt|rK9_)N7=T2#~J{i*YOmsOGPoMm3#M3w8S+R`Vf)SBi`mMZ1cwg5(hKY??ar+g` z@dSKs(p|+)UiTwsnqsNSw z;V7HoL52FBA86p zT2;Wl+3cGv7enEuUq4ug-M;;_#EAL!;R-d|LHz>u9RyZf|n%Os=^zR(#OcE()3S^ng*3Bx`<4+^b+wg)z20dEp0)J ziC!|NqPB7916L^vZ~r@E`^$678&u9xbi5m`_hlbroXam9*i3if4$o%f$6v|8`BdoW zB9q>6M#M++r5x#JJ+H^4GAV?$cH4~0*yB%A@3Gi(nIzee+pj&AJn7p|d8>_L+u*VG z96f={N!Xz4oxRn2L&2y=U|-+ST;>NHyh_dDWSjWdShKn=dYi3D#k;=7XVlP3p>yuJ z*H82)Rt^-jVI(N~d;8Y3GLCebdvRH0Og)Mkdelum3{10R<{$tN#xYWS^)w`>_sCzk6y(Qps9 zyos*1NNsbOWV}^M`2aq|YP)n_=>54Jh0gaw+jdKr z-RfyvGdd(#IP(+Bc%CnA>e0OJV7PB(%gt$g)+TU#!?9c(w}~$P>d10mU8hpEJ;&H( zz(SmtZEubc&c`WqcyaZB@hCIQGi0Q9OmbqVXhXHv zC5tAKVT)tVbAAfNg7BK*87AuML(#cTHEtpQ%Psqp>F6u=_|_#OQTELv!%X3Gb@sUd z7PW9EqXusQN;=%>ZuXd%uQl9h$GHL9iBeymWug6_YDaIOX{{w0eUhx9;0>Ko_6%_} zze=sKu!l*P?Mt%P$tOXl2X*YB(}g;U&|#i|PERLYwgYuY&}oCtEBj7L9{eSOM>Zq4PcMRtc_26~3&9)f5xlt@t!~YOKjE$Z9>H^%2>zEVg5S+V z@Ett(EgpOe4<5@~y_C22PY8a<8Nr>OBRHuJt-gx~#{fJvW;A7@CYbPs6f=4sI?~XY zh?%G`}N0nw47e&-a2N{&U*NUzNLn{RPn?-!7r=df zdts_$5FXmlf{u9g#!5j?ctzd?&{RxZTfZ1Qn{9q0M^JXx^*6zXL`@p;kp124+=gVMz z^^{h50FVIA@_@E&5#QqnG zVy1m#vEDD3p&usO|Ndd19lam*o8xy6ug`yoKYx8~%)$FRI*xDtXG0YIPg(dchzEUJ z;g=NcBCfiIplU8=jzBst@;cU(VlL|F7a4+u-|t}H(?JYVevEC^@R>>>_xwA|8BuZ_ z_)WBOT@}$rmu4?fwz#%&@98rFOYnEzO`9RPX6W}qzL$C`l8yLW>F=(0QZpoFhx7~e z=4kKfy>jV_vTmKQx&5JvK9RCMk<&d(@bT|7X0*u;?JD$It5+vx{(j30$+bhqg@JRl z_x0XABOr)>_-@N!?+U+6iSd>Wi^tZWTW^fqrr&@E^}-OOS)|NW4?3|mKOR4dp-l*70_&#n}R@j9d_m(-VwriaC> z9_$IEgzTq%9TQH*@ZY>%A^d&D2}ifmn3(T_!bnr;`(kL8$8>$Xc<+?Su=FK zy6pm_@KD)s*a~0&A^gQ)M@S5N@J28_oH^qzqTAskHIO9e3vf&6--HRAo#7#4q@~dJ=BT*ExNeQd%mSMBOpd@mZa)) zYE1CnD;=EP;YEFYi~4r2D@kv;#GD~7(Qg{5y0X$@A%HL{!C8}=EL<;13)LrzUZI7Q zrkl0{98yF?sKL&fiur^i18hK1E2*Np9g`mdilV(#j$T*qO|tUHUjQ&EfvNju*b1xd z#^@`3O6j@4%A}a97n~-_r7?rX#!ie81Y5>%AGis}$4S}4@how|Sb=_>)(ySRAql#a zCqA_Mibg(Ve3nET;=L-g2djOL!X`^JA_Rn}b2zkK$`2pPR`kakl`0bOMjeW$@J0=a zr}0KZif8af&lLmkM(v7c@kVbH&yBg>v%d^66#1Tlt?Dw^!e&2>$cROSxgZpy0zU`{ zDhPlu?FtABL6EuvR+T5iRM>MnBNm+!0#i=J zsT_@$0>hcaBQTulL)b)pFpvGd2e!Kk$W$-vZ3$POzKVvmvlz z4w%;7p;LNbim#;M$meiiALj$JdB9KUD5VFO%>;-q^vl?hnqBXJ**skbEM!B#VJ-p= z^AdmHF!ut7IWPtm`oRl5hu$^N>(~dq!4OOF=$K0l5dqq=L;*yX9tNs-DKMM${UMfO zKUgBKK`g~bV@@^1k1%Cp!R}{EC=Prst+KnXd81a zk((abbL-q$rdIkwY`)|4Wi*`bdvfPYiiwvR$@dwyb}=#0=7d$qTw-GCJF%ES zEB^b4ld!m1@n^EgCQ7Y7hNN4KRR$*Ur+bLgaSZ7}6;}B=G4ZIom0>*MG*jG6@iY1M zHcD-F2iYQsn3(yQY_XYAy9YzMQH{-vBqj>FTP4RKPJ-g~Bp^RS9O)*Q;yGKqe&c-)Gf=D3VS}s=^5F=gv$VUF;(g@y zGV%IXpUH1h?VVz3-r(G7(I1%bkZLNCW|AjwfO_uCSk zQwxAMo(~1;Gai}TU7FN=r?f3`&EJG&u046^zz?RaALuyW1TdUTHZdi;#1}I2kBp)R z*VGZDGIB2@{|HY!KPptr2@26Z5-T9WaGb|h8wqDn#XfR zXGhv(aedEB!WHdkJ!1ECMj(a1k12z^*##S-fJIo6`kQuZIWAJ}Lf?Z{BzGaU?vh$h zsrUT;KCyOnk`5KZu%2r7X}zH7ye-=6(Acg*O8T`>N7*$0?AO(Ge+=D{FHy7)b}V57i)nl&gvDp-y6Es!TUN`ErwSz}9ZH8c3k%#_ zK?_kcEpUnqjg*&Aw;v;}Ib_8hKD7+_MR6c^p>N%Vw$R9vCcDQ|5;_VVu5IeyZa8i$ zO_xZ~D;bvPL2u9e`0x0i&c} zt%-|qO9$U4fH97%0miKRIt4I_DPWXzz$j7If!vb>Fh*}Rz!+J8F`Kp@t1-G-uw6qM z8nWA+Yvyl<(1^Ml%G>^5Kwv;C_hvP`0V2klpiKgexlnTpfu>&qG*6i zG$FtuZ5VI~6`+d`5Qi$60A2o=5-QD6nvO06ToMhqggFKtS2TbwngobkJq*x=3ed%8 z+&j#dHq7k2IQUAfZSm+WY`#o8dK*A*UFZ$?$N4fJ&|5!x>%4^>SFQFL2gVN*U`aF} z7v>ls7aAZJO#*ssKrU23E|XIjbK#G2cm;x|y1?IU*`|`==-sHW1q3Vzw|)mItjxGe|bzm--nLj}~_;Gw>_| zhpXBSG6_73_%S4B@KpjACrBF60xnL+z#$1-oF2Gase+3WI8$u^UnOvHT8ANxf@>1$ zp#&~YLXh#f2HOHIP7LS(7bh9<`n(RZ1Yi#PYOI!uc>NY=fk)PF7*Zfam<1On@case z^cdjzMFnRo@cc5mi}=DpUU!hAcTonx^UJXYs|5!EY?B8Efqz5u;2_}nB^QhM!a=}e z%Vs-e5Q05h0oNGR&mk}cSp>};lo0Uh!UA8JbO$N94!JZg5k=8t8xUA}KcuGE3Ar+W zUk!6oBZ;E0PbzSu6QPpB9PdJNX?!N9o+FBa=T~Y7Q4~DCQUi#h;Q5sb4VE!kc#sfcoen`tT>&LWQbAC+Ab^3?2Tpy;U z<(iQlQPuL#q_O&sW-Wi4gzKJ}UPvCssjGH({l2{2_Eci_gF{-?%RpCp34<5ib|nBVtRC6ITq@I zYi4UPMrYD_pTtup&qfALXGd!rhX=bTq?LIamQG$B-iC0ksk^s7=!1x{)wD}~CS8fB z)}pD@Nh&d<{sLU5Tb><1p!!&pG`m>&y;Ndo64B42D>0y=@Y8{lkJTH*Tu#%KPvn)5 zUF8{;r#6((Rh|hWgCYm`A4~6FoOID|XO|^0CRuFR$uXCYrMHnmxGWH5WAs9S#W_DY ztHsKs`z4ug$TuGCh%LDxoT+PT6)Q)o7NX<}DYNn(4(1Xbp(QnMTXHpDJ=6a|-IP)y zA(&ZLiaFQsWLPVb`7U6twi+wqVQSmfWPVn)Ks{6YVO>Xnb7&Xts|jnawtCk2hpQ2h z>CVC&x7noY)iU7++GdQB4wyXdEKQI~B-RHLU!l61u2@%6wQBgm4Y9Txi!&8R+8ey? z-Ux9{1@BbSi;~O+@{MXUip?Bl)}DtSktV!VM5r?pdrX^DK>_m>;7rf;+a9JGZH^jU z_2%hB)gW`XM0>U}Yx~2KF=s{o=!fADzeP@6VaE0`XEE&Uf4OW>Z{g;Us70MEvhN4d z#^|$YZVyC8SHEeHyIbNv+k+8qY+nHDcRoB>aJGr^;VeObHgqG*w5!j?UvlTdaV^c` z&q2#GVVYuS)2SXhnX+_^>NhXuWwGK94;?&1~ z@F>D)9h^ioxUq4&^5HYW1*Hvc&H4 z=KvyUa=ZJ+o=|!Wv!ZlXB0_84R*D{UOn!{otV*<^m$AJMN{uN~2^jM&Kq+^8iE5b!(*Z2euS# zzsZ2n6Rw%bfS1V?tC%KYV@ua7#r2&3+WnxB#HhVxhQ) zg5ni-qqi#b_87fE0)^q|3+SyBy*-3m+g8WbUI0bh zAUDK6628GM6YyqW?{UB)*FgpI9lQbV@{aG}%|n1UGAO)R^T=>ydp~5=S_O^OMaDqXKAr(IBi>k_21xCUu4 z8r_?h+(jNhI*S(_WZ7L5!`YbQJ8H0dA)SS9HRRP0SM_*}-3#d~65N~j#X?>UaaH9G z@}upLR|E4uE3bwv(XxKTtvQ<&j?}G&MmT^OYt~1y$1rpVLWddJ0mvp3bTi2>Fg9V1 zJy&t7gk^QlU$N(TXo+dnxI%{Ye?MY!*hdtA{fYYK|3yjunOMp#kIVwg-Xs=3Ki|n8 z_Q)~tB7fP;ut#3Jda>x9L}``jA_gw{$+vG3C(K2lh}=Zu$GBGc1XPN;x87mSj8g5$ zZ7e-36%jhh0B#H4JnaL$zXS*ftcFQPh__TCkN0_ynE_gm&m zx(!_}4iwW?8mxo$&NtQYM>`)K{LmZ!DE$1z;&?IbkG-;iM(X&N@AvLanHToR?0ngq zb;XA|uOCzxd22s7VX@}s^URV) zt;&~biAWNvy^tunCM_?*N;NuDHd)@t6t2>BjTu>WQ*3nAO#{D02E-}FPE+o=x6OsV z+!I}42NofP?;B(a+rN}mC5qdE9WOmHITi0OUp|b5IL|hl+9FN?VP{ZH*YbLhwlJP;@Y`|I*Bf5cZ8{%4k9DnV+)rF=pUT4 zF_rWzvD4i7!u!S?E`6GUL}C$lWMA&C{qZu-ZHP!;!Xucvwy{;a;?xd#Kr`0sos=jTW{#RloiOgd4{Eu-9pYm{xy2NiMqg3ra z4<8)mCafKa58@`S9g*`Dtlf;9wdja2o_lPu(_QDy8Zs zj&S3M?nO@NmYa{M?0i^ZGdr_!?Ohd()o%{Ro^1kauas zOsGPQi&(Q(cM*+WewuZ^E5!I^9aO=_FH4{bGJcr_)g|MX51_heTykTUL)Qi4lJign z8kcxNb>6t-FjVJ^OH83UYh0;2>tk1dait1WXN)VQp*n3`xfH5X#+5UnA{ZC4_yoKB zjSD|P|=bziY&M$Xh9X_{f9WHllop0`kbw0WM>%4P2 z*Lmfpq%`!|*git?3N}+L^Aqq*J4divLa6a^?OOBp4dE|Iv=wjmGs-EA$Tw`SXqD)f zcAe{UlACeXJ2d3FR*dHY*T+VR7gQVL1)qy{zn=A>f^~FS-}zCc)84QBEPl`J)8=2^ zijR5V>zZ$5l&9Jjf4?=N=k@NM3ii>5>`$WuuW=A;*j?60L*J|)-?SueSljv%%r`~n z%b@eGp!4<6`LQtHy_)XyIcSDv_j2n3@H2Q*TT|2-Wi%~s;|-NM2EK{rq3re8jrLlz zXKw|^L>A`<84^=4jT~#~QIpk)w%fp|T8eJFI<3!SMTG5)v_X^PlYWBqq!f!Nj!A-) z?RCtE$wT`#4~(q?rqASlnC&*q3y~<#%NwhY@_n8YWi)!1@*t-&rnE|=wSW}Hs;Ah9zR>5l??SR(|L|?NQ$Mn1X9=?sdUi91WM!$_*ASzQ} zE^THzO#5vBzC9sdCP(QRZrb=j0dDblMgdN0+`Ry&IIdKH+cG|okJ~%0JM& z7fC%{|0f@p$3K4l@YdqxPe+?yy|w;`a{OKXbZCB;KmFI1mZ}#1f7$K-WM>We&D0h^0tY<2ovJkEzVv*O9N%nDk;-!MtGF{Ut zWaFv)eD}50u_>dda0;jc-%r`kBR8 ze{a;j)bp~Rd()btdI2l-A$MWVAy&!+9j3wC=5b$cFKIIun6m-JIhq_c%Aetxm{g)= zTLrth@}t=cSaPzQ(PfBDZgFE^eIBzh-Z4ohM&3pm{Lo4i%X0RN*Yk@B$XH{z^q~H+ z-aduCJ~0GQFQJSMdku1WT<;)3U1KYCbi`rW_W zYzisNYoWA9?3C$ZBv(nQDX09G`1)?0m=y$V`&@$(=FQMH`+=0XV_ByWArX$^w1T`2 zYtbQkF|GX27^#@jgTZSegK~?;M!Lay^x2-1Mi1++~zR@stiqIHpTjKF_gixMN zR|nEqO-Z-sE-G>b1da~Ep~eI6 zBy>dQH6xAzr*UI0znut;;h)LqOD}w;<*y=4MkjGg&cV#-BJ-LTANlQs(H$5%{TCfc z^svBYvwt|{>m~&ke|p=oh=#v=@*msI-UM&*E4;*PC1J8m)q!`>zyC$YxZ#?gc`0=3 zUe}_3w9_}wA}l8U#nO?(a33r-UcEjSHWzr5fy5Q?V-{3>!lC&RcZM`^ilOUxv3}MRe(#+8y`aM>o%18VcZOs_pulGj{`Vy)91~5s)~9}n z)-WVSIr(es^I1s(G1+=^W3}>Li!2MYdjXzI;+xO0|6}RBwX;Sp-Q!S#>M|?knrML^ z#~u@1k0ME-=~({&F7nEZux6Uip#DtW?Go+dmtu6p^x#UWhC;M>y|NsZxTvoQL6VUX+g~Dlc9Q4Eq}9&6wq%C^Sk4(MDg6sxQXPB zw$wgC?KbW~gS<|GFQGjt%# zSfPZO5g^Re17YSVYIGU|ixLSeN+&rG4TnyJg}(6O-}k~o$oW13Ut~SdVVb4ydbw26OKULBAY~+rYd$nC}bg24MZy3FxGs zDG@O5XG)Q8tMNfC*N5 zUt$8b3s10Ye#p2vZE70xFKHEi$hbNC$BdhczR$RcQgaMqk`4Zq)SNpxzqb50D?R=T z+Y4qVR#~58taUg0_o4;I*NL-vCW;bZrMeiV?@im}u_Gm6*XfzHvUv$2NRyqFWw3J) zAepJo;uGo{^|X(rH;{Z95MTfB6rZF8E2q^ySIPWDcC1&+p_ngo^oY#FvYsvt2o;{R zK9#nbg6aUaDe}y1@BD^!Fe{T4%NJ| zLvDEf*6E#B1RP+8UfBSnWhgCpFFhDwOh#Y214_}ExK4%Cp9&cTXQE>EynNNnmp~`Z z93n53tXKGh2RuOuCKKeF3mQ5CR7URb9Ka{EHU=Bk0exAS!VMHd%}g^TBb$tXn46D` zQ*?Edn)w<#0!*cFAzjK0T*&DB7^R{1H>*FuFYKvN8BtCRR`O%45rz>j#@KJ^Gt`BO_=+y#s0U8qU}&OnZif1QCd)CaW#X64V|RVyPgQN^H&FZNevy_2=~$@q zTOQ5~b`HZHQ$Tsa;^hn9=oM>c?IcT9GK)R%`zeE=t=gG8$&Me#CUh0Mx)(75(O-Qb zyr$fcw~ZP)S3R1{>6_yKwKtaf@ z_6E#*fA8icIt0wF@{uAN6MY;yR*!#^@9ECq>|x|Wk|JRNzbLtsB!7Gyo3^% z$?iIa3~@Tt&4g;X2|?pQo%fPs27oe?p5c#kg{|%6!xscMtyz)S0L!`{~@jA9XB{gT>HyZ~ez`jfv0G2h@Ea9BEuM;HD%i1`NR00CwKu7GP& zeT?g#(Sd8#(fg@MOn=U~UKx6>EkSIo4AWEJHiM8>IXWm)7=sQePYf-X7@E!-a-0}) z_+}L!Zzz6Z$mE+LcKbl zg7J+*rRXVU@)qSxELuFV=nQYsvEKLOthq#Iw?eGpQnC6&#aP4XMCW@atQH3#x7Ebz zSG^-kZ>K0jl7r9SGXzNvUK>)BA<4m`8mwUm(HW8)yuO3nh9n0W;06Q?U>9)t0S2%E zw02OGA<4n5*Vu|PL}y5HkPdD@Kp|$rK9J<#2;7)|C z#%=%xu-$9y2FU$z*WGF^O-re1?uY zhy@%3v_htE5GTkX0SDOuE%1<1z>uy(HVHV$b$6>o$O{2PV-7el6~Gj^yT}MIjSGT_ z^l(TgF$dB~0M!^M!ujC*geI8)Z>)S^BkzO?=76#)A1KWbJvkq8OpL-_Kx=M;921tX z;yNUcfGP@-M?eMMO@8&^NVb(Nk)8%#O%4QgQV<@BKNLSG(B28{ozR|3_u-0*#C$%5 zXDK|@<8g7LN0ZdFpdU<9h2NQ^{vUUElh=QV`Fzg{xWgJw zT`j;JezDtLAasH|tU19Q{``eI?E8NSci1AfWa+X$xWn4Q%B;daxWg@f${mjW${jWl z{lXoNd6>%m$K2tI|0H)f;79IoG;oLa{S|ju?_sJfaEDjFc{))|aD0_nJaR8e`u)-m zRR{;T!(X|-f3acHy; z9+envd(LohA1I6LabptpV_p~QgnPM{ffu9Dhh>i(ZO8!ZRCL>tvbg#lpGAVUi5YWy_KT3hmLjTb)XE& z1v)Vur4vKnW%O2s-u_|*N+WfE@y2y_sIKs$guybs93VJJ$v1}Mo2B@d4PN~#CnsHdoJ)VF$^Zy?Z* zsvaN@mjGg$(Bpgqfqq0uKog#-)QO1(^6*oXJUq1*RRDdX$N3vo&)zE@`Hu78PgH^m zzk(o*3UkbPbYeP6CyoL-G5mq0N-;nu2EiT`=2HgesFBQyuz7QcqQE2$0VXj5Ok(nM zq9`zl5nvKq?V^N$LlAZ~_zr=?5ZIU4LC(WzlRC)nVFP?MwpdkM)e2fWDEz9J9C&_f$6lKf?w7E@Ux(wsX}#?27XBYEGB0{G?|2y6dvb zH#!ywFY|>j`~y{Z6RiRbFN1IPl7#Rw-%*7N`PS=Z2{+p1N`H4vp$gmeUU{TS0T1m@ zrMJIYpMW7ebJB%daqt7UU<1vj5QxD)aD^Y(h_bsfT<6=~_H}7aKVYSx&6o6*BRoIm zwyz`TdyrOej?PB4MG$aB82r50Z%z%~~Qbp!x081XN` z>L5IBuz?n;uK9))JgKhH({XR+8}0~TNacifX)|&{L0#hx>Kf@U>Ke&EQP)sPc_udl z;w#hx9=x7LIwFXp^5|6CPq9Y3w1mO&d&8ucmI$0OAv7N|xR2}@pJ|x9gfTS$;~$XYMB&EvUuNsyZD z66Byoq?L!?WdKZsRLt= zIRq0S&f*tbxC_;8^U)HO%_W_Qi91Ph6g^kZ9W|;{uTQ^NMAsRT`4~xW-28q}awrU2 zIp}g{`O|35;#ERTGWr|cjV?DIiC+G+T4R%2tjC#lUE1`rkdoO~Mg119Qf-pfKkjY_ z6K=x<#Z7yv6rjjM`3;I3l#Ng}Kv@rE9h9|DWH;@pUIRr2iZqnfP*y>ag0d3I3Mk8= zNN%dBl7J!(MGT546cH%Ppa??|g0d8f;HH}DB~TVaSp;R_rW&p!&M|y}A#q*xhWp8q zJ4f3ZUTj%gws(U;8#`Jx@qijDd@K3LqhC+YT13>GK3h-h%vmY^O+^dOFMnUU`SSh? zQ1qe9f>OE(+EDbN%z{$-JG7zb|9*Ma^yT`~`vq40+Q+x(^uV->zYm?>x_tEal?(iq zFVxqDVM+bzZUU*Hu{*$xeMHv`>de--oN?P>GpHirj-S)fC-B8SMf$_;`hGiR@ZiAk_x_8S=2gz<~7K~Mr=HY%+DX6p;+)@xveFuGASj4uG8tO|r# zXb%Weww8v8R_NAL81Kr3tt&xj2VpiUH0Mq|wHms$6s#zP@ns1G!_m(`C@Y7FWDvH4 zFlFl%Fmc{JZr|s@=^w4xzPaMYDKgTot?u_0lKPItRB3 zyvVCWh35zaSH`qfu+O4`3J6bWGBna ztj=Q|nYBj}8}~V5*y)(2PM5?Q)68TGOFyp0n#nN7Ux>%Uw?A?22yb}Xo0Z+Pc0U^7 zc+zf#nzG(x^zglKX*`@!%er-W%JnVh*vVoDkvUqPupu!ksYzQ3t|_68cMt6{6e5hR za)xkw-$pt9LOf15iU@3WrSj+RdrgV4od&KzW|MJ_fpIL0Pk3-ehp?xd+|-s_o2EOO z%e&@n9i6uo$Ec3hz#F~CDYuLbi+9_kwd~Bo9rfF7Y5S&5D06VzF;v`_OW2)DNUh^b z9^6z6fsDUgw{Ay|j}a`7DK|N>dk*w&3J|DsAEbHdTh74I1JAQJ)r}l5v?Z8YvKpgD zU8v&PM|;a|SB{SnJq5hEhmvhYTJ_B7Vdo)|@#LkP#~J3dm80gTdThJf7;TnHO``|4iA6yfChoy%|1JYYHmXdN4k!3K6epi;wm!scV&Gl(7i=3f{VM!Z&g_g5BoL6^(&C zIiu-Dw({d+mss*gdsfx8Zf9H^wiS4s7x`uuC#7u(Ej%>z;uE&8Yma+_xoVni zt*yxnqXlaIZDY)J?bMVbl3^_EPu*?uoqK2cYdm8Khzw$<75Kf@k{Y6y(N4tIlL)VU^A{dDfG}#cSIdTGcNGWdaXLr)>}~^oWHF8^^D?ln2_x8KRc+s^%q$Ij&MniDY7^BfEp-8r4IP3&mj!kS!xV_1~8D@mJ)M9=M!^wzbEJXN@?N7 zB1HMmWcyj-Ui0oFL`bwLA4$|GxrY!Jf_Rmv@o5`H{A3lD5(&+7M2!bESc(#cadQ{+ zR%0piK-^9dhfpwqAYKM>rF-*=9Tagps9+A5o3@-GYOMN9-U7Vks!bGe42ZA~#LL?f zLezKz6)=R4RAB?9#l1kWBd*dxE(Y-?^Z?)ZCTt9RD6 zK(wpE>KR}dpa3EoLj_;O2^fGwER-Z_tke(!Sh#`mDez{POqH zW=rb3Hs(4oS+{z>y-tO$!moNSHCuA~kbaS#TV_(CgY^cwlX-N1)*BUkL)pS~$hatQk@mITyJrPfu7;) zpK_gl2;#id^t9l9TkTA2akoiVeia+^9YTJyv|;O+0n8u6z_XK$Z)8=Ve*#1 zcZ@5(gj(=nxSrLVspT~-CzE!}+cU}G$&D5ZPiJaN(@E9HocGOneur~g0_+7^8HIgG z-sKE6FUnJm{o-FaKT<7d_>w8LOM}w&sK%VK3^o zx!1BYqd=gVA^VmP@4~*(-I~^7nT0F&bZum8c$?>t^W?Qs(Rh3I@i0V$=6ahJ{&6fV zOQ)tO;YqE>_%GG|uZNeHc<_FU{SIcZ&sDbyl^hj0SkNr-Tut)%g)a~$Hg9imBZC{d z;w%rnT-+Al!_+CT;|vRS+t;*i*Tu;!bMs%*R9<$O=^EHE{E-R0_PV&xWi<@jN`Z4( ze0OO9Rp~Yz!&{qjs*dz*-tv}1AFhwfTg9&>c{XaWs8YtRJGQztUKbZ5!lL!)hBgy*GJ z@}*Y#rdG<-v`*8*35X@Oa53E5TX74p+85O5+adv~X%JZqwWb_|QT}Y3rS*23Qrp+O>bxcP!W<_3j!rr{Xi&K_Il9a| z4kiU<_)0rofl2FYI&Vd8v(O4l*M~_Q-WcyO>S zuTnlSh0E|Dn)`9!U0-$53vf~PrncM`x>)+iNRJKeW^FxT>Jr=)Q`-Weql1Ir2;8+b zGLlL9i75m)_+ZM)O&V** zQWNb|UNK9QrWALO|Fl#>|CC}CNeg+ZMio7YjaL2iLDTis3!m1TLCjovA)1fY%50|UZxWxaZCm$K)!p00^4Z=Kj#O?jKX2}I2EA=fQmy1_DoCei)0_`7sf zpv*a3enZ?+s3J8nHn}ou?J<+L37NHQn=f&Qc^qVGB?>7kDb_)JgLD0>N7nl&q%-0W zgm{vGY`p{>{xJ+OkAm#6TQsLB8ZuP{H8eng_+zN@28}`dg@2q7RM}8_qq?bWgR^Im5@$qV)s*o6PoFN#9Q(ZEXe9=OmoCB8bLpV`it*) zPRhbP8?MoD3BXkiO8(Z58>yDkBGeTK%#uwK{Uc8vtrpg_gGt6AqM2X7_^Tx@j>&kS6zunTubfw5*4i@13 z4VrMlsHUckI*QR*(k+U!r3LJF%-fG@MmD#$p3`jNPcQ3Zt?Qbiq8U@WeJ7CwrZSD99hmb$UyePG;;$}FnTpja4RBiKIQ}X%1 z1h5NF%(Er2{GYauEzc0DSPfspuA)wit(F;X(5k!b(v6H!9a|+cT(y<2HiQR!-eX4f z%91dh;H{^myd^Mitc6 z0`!qcv7zNf0|2nT?3KdY*pXB3Bh=MG&z(EY@Mt|Zh~5At^=!_^MHS3J0TEywy}!Xa ze*%cULq0q#L~Stt0r~JC(D%p(#X^}V@}YpB41%^eXPZU$Rg1XV4FGs5P{6Yegk)5Z z1tA0#>RnMB@{Q1g_SnGC&jrBr-2&jLFi67jpu5Y85%*K!))}DzRhSYfnN!W!UB~)QeAd!NTyOl{i zk^pR6C+G+xCPKL4T1cyKtOi?qmY4|Pij`xL1a;_u{xifx;2IA?o&^ZR)d`a~x?6eN zM-oKE&00Q_JE30!hU1VZl4>jU&Jgkeb90NmdSm>dbY9_}JeYsJkVr19-tlv*GtSKL9IfRD_}>2L>WQvM;Q z1DfeU5YjtbB|0M@3cFj0LRtj~o~&|>=v)jHWMhDc%EzXQ*X!0`kHMoN0*KBhL4kzk_0BVpBkxb=!8|+@O!d!Ka>$Dk-!-@@%7?+u2Fs{ z<<~@fN~`sWzDkA0#EaJt+~2><^h?~|AM8$EPfq5h8?c-XD5ow;TC%SAWva#g8Kz&= zJAWv8mi>vM=hlJ$CRNYre^yuXzpnr>{GXC&s+3Wxk|XuDigrd9Np zCemG?*i|c7byj|jC?f{@km_nzs?__$Z?s10s9$ zmRJv4QN6XtF|8u0RNkVFBrB(ej37_r_m73r0M8Mp;qcL&Q?c$-?pKvrR)$ec4KgPg`WL;IF4KM$sS%BBR!s?lmo@Z3S(pKia{PeQ1HTlyRll@^d z+GFfeAI&TybURKm0xVDuA|)?@{b_GyfjH$+L!=wvr~;2yELZXLJj757fRux4=kW4@ zBq3keQbO%5?wt$QU!i-$L0o!>Y?;Jyu)ghV=UhoFAiOr0 z8v~ma$1RIp-Uw;PVS*cP^VmAGRlnqi^HCk4GxQ24{FrH^G+($Qa91idlQ zTR-}n>jyu#XY%0Zwh(@9a~`+CZ2^jeO1)CjU&TAR*_a5U&6_`sj%5FTR`LMU`3~Xm zFwf5-93Bcv)Q@?W{x^!8KY-77x*IGyX-?>R>ED%b^JEcr!wjPHqZ3v;0}u<0SUosV zZJ0)MzIDQ?01%JuG$I|)#mH*#ExHE2Mc{Gd2EIj*{NdSD1 zjG>A}Moz#0I2{4LkOVg*py>L|$B?KX%DP*{Kvo4vD-{Dd6Ciz)b^wtMsiii8x06E^ z)*7(Jwhr>f9gqP6LkfD0wFWn;)zAS693VXd2_}POinN*HVS*tgR%5NfNeM6zX%of6 z5JQ4MI3A+zR!?B^Vhkw)@;iX5(EC3FBT8-;8SMv(rY3flsnPRHG?yyB5; z=*K}v7?BQX7e++ft!zQu3GPqu(&bP^66wzH7Bj@_%^=AGpg77M#24NfBIRhol!NY8 z0`Z9NdJGAIFvKLqTi6H1PyA5^dy!6&0`zb?ij5hqWXzht&6; zOur2R=%pCc(?i24akwdJlKwnjkHYTSXLHss{^s*Tl$&3I&iufLvHPhUQ*+n<`1$3= z6ywvc>(S;9d8gXe_pA@g6WMQ=G=1HRmyg|&ct(hs`)BUIlQXB~+ssJ+X0F-)Mc#4! zot&91${nOlUVlp;{x8hR=^|QNqgn#b+6U%3Y{y*tdq%^cOEn_0JeC%pE4A}_|g-t9~6;1arApjJUudM8%-w(QG-Sp-sC(r*8)}(LipDRo)^8mj)8;TI)g`;qnl#GfH4YN`J#lM%$Gg=W zKt)3Zpb=``t#vrFhZY_USR;f}!`y_@i2)c`AIbE(>(D)p!U>zJH=+cJDt!;~6f=*T zM&CH~>@DYxi68ATg(`0--%J^+>DX?vnFC-J7OZ=k-PXDm{QEpu-z?UQz z@k!nA-6L|ib(MTP|MMxz89|zD7)wAFMy@#Km4e#ld)3U=Xn~bf-z${G7g_$xx;Y9> zqYhSXOSt+mESQ53t>>=_Q7F^P`|axwV^K{kcQpbflcS_Y;LGF; zs1jt-IT@-1$25++Dk1POM@f|sPvQ)y5GYBU3>5-j631PIpqI!|QXvE;a0ZkK@eer} z$^=?G$6cAg_kg3MOpuA=3@8!w?r}1d2!VGw?n(s89gdO`f$t7yK#?F5&B;)N_%s}M zMM7W%M@f+oe~UAqK%j(kG871W;T(4bg5C{|k^&*{I%hzh5Ff_LkSEZta@^$!d{;P1 z@&uVs&cJW}i+k*z+7p9F((A4oP(=Y=yE4%5*60D?1dPLy3cO7Rn(gTcNC4 z+2J-FO8bfqx93pepq%~x*n1DSrj~8-|9TWrR1g)V1yt;a97I~AC@R>%f`D|Ss?^YX z1jT|7z=DMi9xOEJC?$eIP=tU;F9CwI03iej5Xyh;pdLM*d$0HY&wIc3-sgU@*X-GA zt=W5a^kbGY-diRl)D}77-?=K8mww;}S-2u)$yDS9H>j%nK<=(fC!AP|4BbyZZmKx`S zyadSw$p*>vEuA)O@3ir+b;2;aUgB zxq}B=C~WM3TZK9odlql7P2bAjsp9Fk!8UvA+Rm$<${TE7Ze7(`>iNqCAY{#`-JZM0 zp<)7+RY=7cDkEdIg$P<4j}XajCO1Ky)!XeE2kNalVE02R+E6h;Dw@=8QG{AX*xtac zN#K|s0P2&-jYgrO4wVl`n%~)Tn{VO-Wk(8-5R?tYoJwvgAkMln9dMADR zYx{X5yBxu-w|Z>r*D&n3H2H>XFxK~*{VT6xnuYhvErP#BpU>~95$?F8Q;FGYtZ27S z%ezw;wE3|~CmzNx>^>pX_9S>cQsIyK`1nNi0{Yfv#D2*ey_Y8Qx#8Wgomb-&q{4ea3^FL|UjKk?4_TK8{xW^2;Qrg4xnWX;!$p2RWWbFBT z=hiFCPcFAfS7(@i7eIEk9RC*pIafhbyP`B#0-U@Fw=;~mP~w}*E;LD^~Kh1 ztir2t2Z!LQxmh(}ekbm`c?Q$Qg~%}audPj-dO~Ajj2))An7|*;{W*V}uXL-U-cA?UYNx+Zoz#GREi-2_VG;Ov*$6gL z=X=O_3bp5XJvGMn3zgh%h5B+O^$$5?FP>F@ho}7>$CZdGEaTIhXPEyH&Z~WH{mTgWNiTlmJGs$_c^t^KSZclj<(%W zYDCE2^&UU;%VJ~K1*@OuUE*#qc(r_Bm+=ypb-%LZE#tl1%J#kp%;)eN3vYw{6xery zofqsYz3NryHX6LT4mK5Nx+!nj{aavu>%+6g5p4Ux_6Tfez$OZ}4QpjPUOx0o zsk!R{I+%SMQ~l1FfNeLld(g_Zykh8=1Pj*%rWtvcUO>}!XzBoFG*i?5edW+ES1nx^ z)PRi!wrQ|k0^5GLZ7lS*3e4y69LqE^^Dap=8N3o4++`dB_9I~b4eTGlegT?;8Pk-i zY#ar)lknIl(A|$izgS*$^*@l6SNycepyTXdihYWUw(MD^<`MO}Ar4h5SN{yKb%4zY zZ24La1>p-nOFNvukvTFpg@K(Wj@kN^BO>)JB=Z9rv%Ba|;FxVcX3qSn-38NM{rLHr z9S7Ugborm8xRjz)JHsQT!ArjIUxAJz!WYULK>x{ z&0H!H9~daXW&XqMgKdw#3Lj|KAx z@+!q!!=YD#yDsWzm%r4lLl!~>9%Kf-nn#eYP&avP?byo)BScBxBgmhrWUt8(L+zTD zTws9Iy&h*8#ZT~C;Y(>!%OI*w5|3_5^sOE6`EZ^u{9K8FjZSz%@t2`4*6Jtk&K9G> z9PRHI7>m4h7Z@7{4Ij<8-Wn$z8QxjYh9A&mDcuql5$|+9I4!Tylzy@N*&zOM_8ezG zj}dJenTd+Z^KEUSOUv)AOV=y66$2>QcJPHjWvl&Ao1!Ez$Z70$jCMDzd~?@`JaP*v zi4$HnCCoXC`2OMpZO@@ZbD)p`NM1Ld-ekFTc;H(A+4D1%OuBZSac2;(@g0EtnM!WH zz`q|a|Gc>?w{$YRd(vDEpEMYpiL985#O})^IVoPpM6!l@jCcoGEHdVy3PR^dRI*ES zPLBXPytm{$b&Y8@bIx?hIqV_NwI@ufsiYpPPs!BhASQ5JeRmf^0^i=yL*lFk$OVuc zLg2WNA8jNEYkT3%aoMXvD7 zjPmL>aaG`v-F;Rz-Rv%-@9&!Q!4!H_j`z#Ka;XZdY)!ejzuDm5R+74U?$ys(<@Qn* zPmr9d@%MMVd+a%qCnFl&{q_`Pa>%*zvGeJR$uO(r#lJPV4nUjA$2JbNXqbPR+@scA zki85lqsMU@5eWG@FgF2dz})OdAmn!dA^Rf`vMd52p9fO;UxJWXV9syACZ7%fjOUw5 zbQ(+nMIG4={PLaeDq^7dh-kj4TtqZD&|JL#aiceS>Skus=B&esdLIHZA8t-QoTv>I zU8JG`6@H|WN$2a;Ca2{|to8n!5sG$p{OG_1Ju+@Aen~N%g|W^x3H&D!_EtMc44&-JS59ay2z`}ZQz2<0q%5 zn=t|EKsdu1Zy2;uC~aoY3z3sSpbx7P1lH9>?PkCmNi-nfVe4cXS}`@jxn?P(dS=Q&9OP0QwpU6(F$@LdX0}MLSfn$P$T5 zkhN96BRPL(0oEVlnkln)zsEmc1EDV!Ag;%H)OJAJlfm&5kQ7201E`~Iu8-6Z1o;6} zc=iLOvkfSn5(G@ffmR1G?*r{7z|D8i{mAbG?e!n5#))dQ=kDggiPpdgg%fow!k8}> z)V3(b90EF}EQTBabjtNA%%M9tQ4=S9?#JW+pi>Tm;ucO6Ht##cj?#AefH~xk6Mg2S ze=43FfCdHVFXKcXI_am~#EHThZ15N-!i}dEAZ{ZT@faXM!f%UHBBGhgd#wBVf0s9Tyj`|!JC}1ePM(%&l zMbLbqD5wnq6hFehAT;r$VL@JdXQX+$_UFxQUd<1j{J3h{w#Uu#FI@`tSB&=j^6#z~ z{|m-Is#^bd5Y3^jp*Ak6*^MZ7XAQwd3%9OXXKAzWPodiNjUn3g1rN3Bt61my^9<>x zf*=>W_}1pn+_7CGk@A^K_QhWNj3!%@OY3FNkA?U-vp$-yb{Kmz_Ziv=mmSlUzR>u{ zd&}1&(|ZdXYdlX49HK4X7PX+{#g0l%JuMrZWb>@B+9u04aJ;ge$B~IwIvxy%)#_;x zUZ5*$i@Lwy$l3lq&K>RsgD;ZDTh=ycFP1c*2?Cb$L7SD2adan z>eii)u7|@q+7~&93eAouB0M`El(~pE4sC8OaH`>NR59y1?~P&c$kvX(rdJe|As{k& zW_ELP?oGjDu5UqPhkO#zELxd0~q$&_(tZ+@GhBCuS#Vy2D{~Xp|K@%=~Cg)u5+Zr%+E=*c4K~thXxtJSk6~N?hZ^4$K@}<7~2Nwrl>=o@;Rh18T5hJ!(uDSt_>B(vvGJia)YhkWuBhk6bhJ(q9`?AAwCk+G(tPOSTctvNJj^0I8&BL^LBL{+z> zQ(AkieF~Tn6{)V_8Ixl}4$}BGwaV`LJVGNl$$}H7CEa&1$gBn3cN}C0q#L9Sqz`UxHa*T4v9# zaDl0?iWN5H-B(l09S_u`zlgPLY^h4Ow(UI&=AB@^TY(yU*Nw9^cT~+te-W?U*i!w> zdZ_n|wCkQ7;d`g&wuJ)fHvkHw?|_ z2SwA}<5q+DI+zb+JEyH^tSi}NrnfFU#KvG?KPcEh!3hchM4<$VnTEQOAyd7}6@=`? zp20Rju6II`Y3i%erP}r@XP53(Evs`QENSGYuGyeRMr|~+%9p%iUEz8qBzaPOWx5pi zdNZqyN@aBiy+V?2jIP&P-LXG=OZsJNwS(-94-a#uZ(agYwjzD=b&$g#OF+t&!!^iZ zkR>2x%hG?l4ssY|2}l{ol&;8*UaO!-F{x61euZ^qOF^*(6nEC^T@3-{Zctud0?G}b zyab97Ur?}v0tE_tP^9}>%f*56@M2K%f>IxpCWwL!6l*|n926T7#iI1Al}kpmRD`PP z`7!&9tR5}!PUc<=inSrh{@d2;EjzL=d#&FkYq74sHFCTGc?5C=#0=yh$R?0QAYF3} z9B)7#%{3go0%8Vo5M&d`B9N}xhNEvl9)Vl|F`GTBe|hxbV;6!3^vv_wSnSc>YWI-~QyYsQib|%}a;A zrWgMV-^3aJo?iSj>&$z0`OZH~Zhg*`^(D1KRqN8$$iJ@muY+wEa}A#N2FmVkDtA$? zz4UDQ+G@U2jZY^T!rYgtp7$xcX{EO5R$t*AbVx+I;fe>!czlQc2}1K^GKetk;ZRTMMk48v zNFpu?o!;*j-0K$n>i4wdsvUb7J2Rs3e?K$1M|LBZvM^&s;YY~|pV{TS-uXry8s8)* ze;TDWPM3ky?StV1D$3~Jp~mUkpdGs*b1rc#9d(fM5h#|PjhA!!^)ZgL{zCT~}u z3_fTFS?4I1z8-BG%0`g)F>s!R1Xv_FG`veCI7{t&iC8b#nxnb4XHlwvs$>SO5 zl#0?U$V)CzZ$WPI(hm=|qGN3CDPda^4?G<9a@X%NZ@}Zg0Qka$3<(?p#5D~4T%~8) zRhrl%ebGu1LnWKE7xXJNz+#MsHPA4z?Lb;z2rBwULNwn-YmAR3 zI25BELk_G~Nt)phlAxU7m0!;o#Lr%t9@|>lY$hK(IU!f7aDWQg(3Prkul3DLB~ads zGs~$tZzpuF1xGtixRvJh49v_fD-8-^1ci99UehrqxM!cRlG2OMmMTV2m1{v21I0(g zDMq2Z<@dHZj{D58kvEJ)WiXiGZDYl4NUqN*x581HmpieMIkqm4y~4AsjcV6K701J7 z&7-5VjJT*|M#hwn2x7`^OSKDdh1jT9&V@9AeP}n!ULj+JeY}1y@;y2=I^Mf5g)G<9 zlkbBYmqRWqDLv<-=~F+d_`&vz3KN)|`AP&^;JDl}-a*H;zc%&kG|nXIygDD9aj9C- za={l*j-T{Qnu!d$1JuJmz8~_y$sId?!VBpZU9;gI^zFOOC$9f#&zPU~H2!JN_J8Ur zIOwP)+tib|>T@N@9=`1k__mAT+xCYqnM0Ks!2^GQqF+33u?xz;2#%zTpbQM_Jm4Ty z>;Y=$HAZqFF8l#tJbq*glv7I*z&lM&Ejwe$7TZxWuq;VOolpUZ9kf1RG6HaVg#CnM zSZYmyWC`diIK68hFqB`>wkUN%G7N7xZ$jnZ;>dOA-rTIUs2oTTQ3uHo#C{{!L4pXe z$K*P=Px2#j9VCbtyo}R>1QAw{Ai^e=Tn7mvY~smvkRW0(hFk{;A_n8gVS-LAw+<1+ zAVI{cSaR4lR1PGF*sM+vg9H&rK46YPZ#=3n$JU{8AVI`2f1Dm9h&UZj4nw1IAVI`$ zM+jnKXxqm91Tjbuk*-D%g9H%|K48iNae9y-B0Yv2wi%TJ2_inRqjDfYM7azq2NFbl zI!X|O1Q9Q4Fy+ug*g+6RhP0p~0fz|5@Xj2uWG(0jj34p9D?@^aLmx1r&=Gf7XZ3FE zHAa-dMM%CQjMICnB$)HTN7nYYIWSCgBKc*rtM{+?}x3~&GE{KzVOhx`q zRa&^wD}U=Bj&>2YZ&Hy5gi5K@@#>hGRnUaq(u91eYraWEzC*Q65cWQ1`!N;y*zg7g z+=do6t@^XAZjS?%;wSh7u%$Ff-^4dOXN47=4aM{a`(%=c@%SE`_Oij zj;+rx-av`Bi2#Q>)Z`K<(>ZYMc!TMWdT?hSRIIFi9 zF}ak@gsiR!MhN-g#c9`P7#pdSHIF^fCIEJq+_!K;-zzUL=O94j3w zXTpXWD!ojV-aNxzBovC3it-PG6}1ed+q4iT;tS@O+IY&k@j?;lHh!}E#h{+2o}1d5 zXB486hiGo8)N=gn!I{CWrSt}VqG>syV3-kJOi-gS@VK0W2KpyP^BY3*8`T0{qMK-& z9V;Wbw@9afcqc?;j_v$JU(wPr0yFvuP9T&Dhes&&o0R0U!ilp;bW_F%dg5B}1c_np zSgS%+yOsde6wW3x2| zqe{KIo>51;?p8db4tMoayeuLqd(qn&V~jgtg@(i=M{kGQ-eSo4@s^C#!3WMM)c0K% zUsWDY*)jl?H&C%aDrHbfKq~K{(v4KA5TC*KUAB-!YUn2`Kc*f(dfO)_QtFQh$ys@; z{*aKImAZ2`r0%={sXI9#Zbb7qKNyCszlahG#M4h`4X}1@ox15UWxb56l@46h)Y8Dn+Oh6XQu@$c& z?`EnvpCZzP_-zwuR+HlSCY-D$wyY*<-!{R|H}PjZWe2N?@_dt}tR^b+Pbp?Sg`4%1 zU{({+E376$tR|i9td1>aHQ6=)lprK~1O^H1?*HQ``2F_~|&5R#M?7Orzc-X-!C zr1wmvvI!yYA~Os*JSj|HNa$%q;+98V-=`f?eb&4FgC>Ky%qgw*W(;G@`&ABkh$7%? zM`*2gT|mO+rP?hlM7bJ~7JBU+DlA+u;nL#mJwAst_&A3&aGxVU8Okc3vPxf8slzHU ztnvt}JjW{KSmh~Jd4W~V`#)gSzxCh1(oD`G_pfG^Pg$ietJGnY7*=_NRi0y&a;%b@ zRrbvwZHrjt16GM)l}A|R239#a&ALCUe99_)S)~rElwg%hS!D+k@qEE5Ls{hpRyjF^ z=x?w}K34g364CgwN*z`y!77U;5d8yIxt&$MVANphA=1pcg3Am0fT`b&9@14O7>M@f zT5U$TCdZLeysI$vhTtHBa)lT%B^jzgxV&s=#)%$kIzlkW>&-m|RR|Id())6c!Ho{W zDG-81gOyrs{|@*qq+M!!bhl??0R2Ovl* zuj3*ZWMgHAcEgrH<)dK90Lyz&q$Ac5P?##E_B-Br>z-wwh1r~YTAwdPP#b>sG!;^R z7$RD{mi>q9>R(c9&98N5MO;6GSeyPBVsY#w-g%&?`XEAknYMtopJ>V5j&~TI+@t!w z=709NZ2rUNhe585#{aL!b-o`q((Fx9cKsKZ%l~&Q_K#F?jnEWGRMav}>OPzN6unvC z%;V8#{cFyjjQo)JOd>_BG^->xo40;(q;~J;#1vn$tUnad!&xJFrkI@HrKVsFLg|X= zsae;Y$7Q@M?H5Yit>v85bk;kibT!;u%( z5Oh!wo-IaJ&=*}>uK0Um^~J&uRcs<^F{JimHP?eQnu?x~XE>sFf3v@#TD)Xsf7y95 zDJ&>Sx-FG;ER=3rC_R)1Y0pWL6K#8Tkdts$G>n*Hiuvdv0q<%Rqs;1cHmvIKw27Nf zS~a`P=>9L`O{Q*94^*@wY9X~c7E-IDSgF-ZPavJ3O`FCG^G98_9^Ic9TA(t{&nPJM zzIKA&%i-ZFj21zvee$ge-br3{viCNwXFGv@hwT22CjUu;aAk@c8NVva$EBgugA4oO z?a)yKuhC-!#|OcRazVzjiDcdJ--AdMqp@o3$DtgS&ic(l_1T21x4F`M^;8xKo=}?H*PZg)+&Q>=+#w@keY{M4ia!(a<+mTmQ-XpNw5J>iY_@wrvM%uJH+s49BY|G3Aki`A%}iC=0O1-edMH z;P6f=7G)Q|8g6NKn}gTQN> zh>V~z*Mc&Lla#cF;Y)z8f|80AAvYqYb@g(Tv8@BCN)l~b$nNh6M2YDvsr{zY`$P=$ zOz?(nRPl0VIePXe^4FC-v#x6*ff3|37*Kl_>G*tp^~odoE+rQOg&)1~AYHFdIU6(v z<5)<#E>p-c%A5m~S{(A0;UU2~gY``qmAVxM(!BUaSmQ=8M&&kmrPfW!qttCQ5QdaO zFf&y43JBw3sRFT7;EAdo2Vf~Z9tqbNLvbil-&@ge9#Y5K+WOh|Xo9QL=_z!yPR|6V zdXx7|WcUDO4AEZP&D4zoErel5AAbp)=;C6T98OI9ukR0B8fy}Ab{)nK9MLZ-Fi5rTW^D`>Hj2=DB=>l1+qB&TN&2XrW7<1 zkW}k`no%_MPcw>=bb1;hDfo=aw7vDPr+}$z%3LLyFr+^h>5TK<25NjkA1D+fz)$s8 z*x2WY1yDjIN%Z;+W5#upiRt&9XP;Rky5c0d_Mr!G#hZ7ta0e%$RkS_VbF-jpsvmjC z`xS;^Xx~yGBj{@9OCCyw>Ixj}ua05BPk7rALM!~5>p?Z_5TO-*&Gq2d{1BYr*SrKy z@N2#qPVj3!7DKj$U-M-6HP?g|@M~TRC-^l73P|rZE-$M$w;67e4Y$ee%Wa0+sKE(t zQvoNqjToHZHZyP=$P+OLw=sYgaGO>*!EF@a1h*;Z&D{&P!NG0P`f~TeZ4ST*Zu1&W za2pXgH4p{%HvXLCf$z_V!}DmFE@LITvLc_hkjpdq8`zod2RO&+R|N-pR>;9kzB-tI z)1S#yHBlhlXOw<5Nf??_RKaZ)QDH$ffT);1s={aT9};!8^k}y4z-ST^Eje~YXB@9g z3=%E6+xgC(EsQn%bJ}?O^Y4a#+!G?{a^+q5y17lctMs?0EZ4>*zS8VOX6}Cc2<-gv z^A|05mpv=^?Ns4D*Y8s?{Pa$Q|6*G5wN8J*DA2!@2>ma6qQU#2Cm0vipp3o!_g~6h zjOaK;xMTeU6Q+vNNRP#BFVH2dIse4;Xlh+rX;w1E#!A1LzkdAVBsvOhM9}D=xb=IX zPDG}fc91%r(w*g<3vmkRgP}ITOk_66xRv$cdCqY*TJa>IhP^)|R82*ikGk~hfub&j zqeOR&)v1<+0iOHPQUkneLp4>k1axf7vS>nSG$9GrmWPX7UMrl--RfmF7FwH@it~1U zF4rJv4OP*fg_nF^aKtJ$*P4>T)1xN2LIL#CX?x``B};pSSk&9cN)!D^!!57 zSIgA*hL=ANs}{f4(Z=WP5K(lp9GOvDD^PDj*0qL7z(n$Ke}2myA4f1YiYXO@tjSzy z;rec5a!oJL3Syln7(?X(;;|wvghP)0NJ@3Ls3vT9g{G&x-r!6<{w5`2Y-%;-bKGMc z9Bpdtj^AF&wI@4&&KcsFx-dqw*>sXAOsEae0&~V@5_q{h^++5SDIL0)z0+^2r3ok#sLELgo>5a^$Ti1(UF zc2{UIFJ`<&4ELV1!hcSzZiysT#|!UaxK*{#3b|=1++ZOL#ia^QpKz@v<=xb$@Hx9A zTYhNFirQ~k@6jF6inDy*IOvvuRLY=YfmGf=WlKaW=OU1<@K(+@AdkXZ*A`dUE^D;N z@jsu@teoCxv!P)iJH*OG@48f;*rSK7Yn8$Lz#=E;a7MFAT%(Oh)j)QrrAza5$vm4! z4_c**-`fi4fO#93Z#Al|G;>+qb-#6ygoVuh0Jt=9S#1WF+;Hg!m&Rbd*SdygE_2AE zQH|TsMZ*j(tKrfCF7;hBy24u5q`~FI#)_4?E|O+pt;<8rWe%9Yt91 zms()G+bVdByEvM`B{y6uH;S!1>9VZrcIz)Rvz&cs zxKwvpW(JqlaJd^UkAwAA>#8)foP#?W#kh~U95aKrAl<>OT%{lhAXh;w zf?I=owryaL<&KnjE3hwpk=i4;fiWg1(p4Cxaiyi+@p=f;qjIH#5s_PYh$6SY%=_G> z5N7f8dPWd!|Byh<@V!zb2^ZCQC)=+a%JA8_94vD7H~)d2aU@uYzIIjK}0}S zgDeE0`?au8j#l@ z86fc>w?Qt0IQq7rOhGh24uD94h=8mHSqMVE)Pf>|)Ld#=_!=YwBp&28$Yl^m5K|Bh zkOLr+ms(bffUE{t2tvoUtR{ohfV>9D0Eq{=jcr+W8N?C96hs5$0Ei@r2*_%Xg&=ev zdCov4P4?G80{PW*;oyZCh++y9eV~W|g(E0%lQdb`PXtp;Sumk9P&l}RTS@5VY9INv z?9*;LD;c!2f>d&vY%4hAf`hei8nZd2H_^k;AX>`HNKD^Ge`(4Z?W>{$&2|om6uwSo zZ94lIo&GYJ_50k`i7=+XU23BLml)_%E{Fc+ls{R!4y)OVe*FAJ3+9(OxgKzp`Rj`B z2VMT_D5HP4=gxmgCm2zmAkWR*WHB}A-Pzi-i^vpAV69-H)ETOdG4>2hRGDg)KEuIS z4iU@lUn%-sHc>2*6G$MH>`$grr9b8pZOJI{IXw_+({mPrmaj1kRK6fW-2TDayt-H% zPhZ(H7Ae#wf^PdhnP{a#`9P0ddMJ@26LAld zZ277e8M8V4O+wMujJLBBY9gkASUrjKZZ|yZ;OcVY>dK|c4edqJi2{nG)FzSgTWQuu zpl{YWj~+sKpHemY$f}mmZ+1?Ws0e3Pv#%gZeqn{Wqin_rSh3QJxY|Ba5i)F(Zy7y9 z*vRB8r%$@)AH?!ZY&h$nrB1vR}?1UIqf)x=+BJza9+|SzI}$iwX`6&QoxRyS1FXL zlr}rHnryQ>>WH=c?H2kcpVn72dk3xvnA@A29iiBCB7-=Nfe_O$0$-A_zBs#dhRh_h zoHpx#!#jMq=~>t+TwAZSTA1qyBPNeTdc?wSCSLdj_iPsihU$3!J!Uf@qgFwf`rW9J zsiF@KL#$#tFC=j789L{IFYH4jJNhtfcKg(IkS$S)Q8bUrwp6@v%My3elDG4NGwf4t zoTD`QZJ>ZCFl?jzd&IMM%FShzHqZc^5ED3|bRdbQ5?l+Ov*zCvqr|=CjXpC(`{_dI zzz`u&(%#)d3f|L6y}${nj|kud3K#j6*6;|yTdn=wwJ;FhJTL< zN~O5{NDY;KPXT=)ZRnbZf12Fc_LH6&U3-PMxBZ73`pjOv`g=6c-{pn^USmXlf!SR9 zmg|0G6(ReUGB!d`i+#&sU$V*$L75NjxuNQWAlTo>>;p#RCQiV)3KPE;C3CR`6MqFK z@S9W1ws^9N97<+KZ|ct&gIIu@AB5>g_A@t%FE<6!VTxi=NxKBY}?hAihxE`Ef!=Yw4 zUB-p)h0{%3xI-021A1d#gVDHx3y*VZSrboAfG5HJ&fAX=)V8B-`}Y&nVEpK#8bOT* zZTsv4Mgwlr4~iIa!WNVa{Ihfc`U@E{YNSyzYH)RwpeBj7eOQC3@xz6OIkjZQkrRZS zT1F2M)JRS(PO;nlHqXSpqL)pz+ae|nHc`QIJg`G3*yFBsiPcz>XFje7FK zhqBKSw&0#^Z#XH%Ch#o57_^4T4@Z`3YPe+`Ek!0fAk_)EDTdA#DcBBuEVv zq;gNF7rAm2Y79sEA-oU_uRu_9W;oW5i^uCp`!~E0m+%KNZ*h>Nb5L!N>$?fbfao-u zrJ&MkWae_LL!+m*xHihChM(`6MM(xaoinyLgC8b*E~?ck3^9cm-linsLRZ5etH$r9 zdCU+dD3nGzQi|PLR50r1BbUkohl&(7=RRJ;xYHT+0U1d`&7qv8T~D^m1u%^W-t~Y4 z4M-2=bhM>~wyL-QDuhr|t4jDT?FD>I2u?l1y z4}32%$^)g}U<%jQ3e2 zQYOhLjB(F-`mVH=cTy=+yo{zs6-Wd0nKkv4M9Y6(N-y@HsK^=#$(R(_y?Hlp(MW>8 zB^UyiskSTjvu|?O)w`3&yl3m9uj6OmxP=E=-ja$s5|&R|L+ZNLDK`V*e*e?{!m@1s6ocKucF_8~Wrpae}wJgKpw|lj$!Ol_KtO67eAjvCV&FkY$ z7=Y?t(CToZk4{@jDET<*z2?#YyOlgPvqCdiT?6@~JA&kAj> zdy%et)Zg@A4ZW1oKk*aqCAP7KUi!U7`e(doKBFzY|Dh z<}@9v>z@uOwI0G!cQp}QJw`~4NpxL+Lg>1}P&6U6CZvW&YG|bP5^AXwbu|m4R8=I0 z3o(hV6Jl96xwBW2;tx zW$0+0Lv@o$yy=yeC85rWqQ20lBW97rqZ?o{s(K;#q=$g|tFu2jj9)P4V@K|93kYIr zvbGnBFy)-GwvB$|FdJFh2d^;YcW`p_meU~ zOdB9zpn@ZDdO`pJKO%<#XWSV>*4l}-ElD72EkWfd_vP}a5R&Zy0;qrG?Q<+;Gc^T+aV>Y z&c1KN80zPK6z!4*qNmo6k~k%3?f{(VH$yYX)YH$U2>qFzn3snA@`os-T+%#&cxnss zvr~Gv{V2vf*Fm2xWtBE;?fm1X(fG&DpCsvu$@``Cf6g$<|3H9-1@=6yMp@RDK0{Vv z$!S?VQ-8a-c6-4yG#ftx(_9R+x{0x2p)`MzA+)@-3zV8qk6{9`!c-|-@fMNu^tA^!)pOKI!@d`zu;}+#0e`4~ZM6A!7vlVIR-KnNYI9Rha)f}v*7hE)z3`}52ZbOsgBY9LDQc|fl7-S3HgkVeeeHv~XI~gW6|bk1qf@Y>;}`Uc zbpYD^6$vliH0J`}j0`j^Q;b^YB`=_Ox9Y0_xgjS^K={_&i`){4W#(6DwUHsh5FSwYJ;GQv>9%%6 zus)iK-9p~*mhLSwVjw;OfHINC3%&%msF5iOsmv`KIh8n9ddw_k&ZE^rbeiLGtc_X~ zuTm9@he4Q_dJDE7S_Y0+iE^D5xGvQojh}o@9QXf-rMdkXeSXJ6pWm_2=b88D9)zXQ zjn?Uz=2X`;VoFjXNNI0-5h$9zcaIKZ3?1TJiSW<=VQK!GS(+cB8GvXiodw}fY-&7V zFC~J~09EuAogV#byW#3ri%3UQWs+lx$bE3zlu`KtXHq9upQD#$kQ{6vMORj`OY!$< z(_c1||6=WwyQA1By<4}pry{G07;Y6CEmN-o4ng1m1jh?$rn{rfIK8`R02~^@Ap;yN zz@Y*hihokxf#1(aDfs=2RD$2n2=FfYKO=9!?`Nb0{C+}OfUj{BhA+$;z#9g1;0HzO zFHCnl2Y3`T5Sf|~=4f}QLh*yfY@w*E?-kQ8S!JN#1{5vpA}(0eAX`bagA8f4{O{dp8v4MU2x|&qdo{? z!})Epu9$ywjo1HLWTw?`=wHNdc3HT7l+BATZA3XAHxQJn90sCB`lD=lJZ^jANx~h& zWK)hkA0>X%rko`=)#YYOrP#oFqIt50{28lxTv?wsOdbAA-Uv00mu0ioYui1yWqml# zvL&4menReB=v-E|MI=0sapmiQV_bp5L@Xd{+t7j%g_s8IlEQvudJ2%=^d`692De~d z$SS(nWno@N)UPe871O86`Wv(fh3GGcO-0e#T%&~yt3c*jav@uTNxt2}K#8{01$BP| z#HQ$BL(ZGRPZK$JMNDy6J-N?QQgv=zAK}QQN)36QBQ0Yb46=HP5tB+W@2`7;IjEA% zB5bTiOE8=&L5{y(RERcWiJh&65V*zW>uS`ih)uNnapCA&FGeVx zvbyX&`g+WZ^O@9Cdy@!Ls1XPo&lcB-F255v(~TG3<}NPcSHbK1d76*D-Q3_>R496u z2U)&f_Kd6$FOq>{rid_m!>vXu%+Hqh-Yd7K1}e%`8b2{d;F_C3R%sY9X~3RqF$u~+ zk~|lGhim3nt}7zgcR{wuM_KXMww}!&nfX^dqVJs~=U?H6tIx`R$5uyrx$>gmgOiN1 zEA@;|M%YgANHwWSbwIV0gECh4dw)F@5Y?Z|G{v0slqU?p@D8D8a;6D)($niXiQ+91 zHorVw=X|hbYymJT&`}|-Bc4F@0wN5{!6#l63lTLuk-QWj2Uj6 zE##i9&24kXOSw*G7ua1Xp!gTSNRvwojPwN0^TjYx#TCk!gZ+GDz>2I*FKi)CIt2HW z4^m}{0i~HO&6co+5EQ^prn8#Db=;gT>Uf`rhf;x%|9dqmf{& zkAlf0WTy?jgH0g|&!H`Ky(i1?vlRRs1AAjeW5;Op)42(%_=1`Gj=8CO(-g{`vvXo2 zc&aCqY4A2G%e+r)#Z6ZO5Q z{Yocw;;8}6q9FaTi_#;*B8|Mb3Xk8^2RWn@TX$-!A5T8Fiywa><#5JSkR#i}TDvIG z$|RqK2Inls!g~XDCz1|phv>{$yfk^=FY}SdL<|2kWl6@AnlsydDUaY?&vKup45yc> zIUl+wW&2DtHwmL*kY*kf-p?Us)pADLOoyEC@|SXcnOYw0y4upxUeg?zF`U8tv4fB)n99tLv?5 zaK>4~z}GA}ygxt$EFRcVc;+eOnqwp4xt!%$<^qpj)Cf}~9P69Gfo8gQN+pLflJGK) zfS86Gz!ZQ&OtGeWq3aIT1b8W&4cwunp$@tggj7EwRkk3TF%s!e7I>LiLpL^-W<%8& zsdkniReftF+_xkf`h6Cuny{*8km|;gY`wL+o_T8+U`(3fYuJ(v)l;nMCg~SXQ+U(f z!n3Zc!CjQC9W)FUnB0bbafL${-5MU%_Q&0VH{e7rtsA=F8+e@nH{p{mc$)I+c^`aP z{%Y{hoz@<3({nZ8$`RgnM*Da}=AqHJ4|Y5S&kLnyIF{%oPNBH6>&Es9S|<;m%{-~u zINKZe`+6PXoogp<0<9Kjx+kKO$ozD;uHQ!vG)6eH|8`Xu@iR z(VxVpF47JVeSMewIS?FEd&j6P=J~=RZ7xEV-G2vKBSB&RTZcJ(P+{uY6zP<2+W)>g zz_+y@_6aCo{9_dO>W3)s)Q?f%@*kqW`JDp(?ads&ChZ9S-?As;ze$rL^NpT4tA&Ea z-&C3$FNp{kv!vNdP3!1uU``x*5P;^f*)eq{@acUGj4t<`f|vm|bMbAS`x}?NGdwx& zmrh!7Q)$DNbcMmOsB!*hMki~H$%t!asCU+cQME7<7K>c{F4XiUG;iC(7@ue3P|PY>VqOI_pjTf3-hUKi1552o0h zW0!{g1HbY$`U&m3+3s!6JzfMVN0}3|e;d6(Y?pHt{X`UAV0@ghRq#psJ~s9pvL}mt zIXInUv}Pv`$t~y}b-lCNQk}s%=7!{E@_I7s%L|k3~IUWY&8&QGyEE8Yq!90$bb`t)`Vv*spaotzj+wa`a*rFaev@+7(xydT>2~v#frY(-NT~iViSHo|uds)ru`GpnI z$wdiL4VjC>hup)%Olt4}YN8_-4k;#=J?5Fr+!(FZRTJQ)TWyo9v3$tOSyxwYa5}8n z5$ow(P>4=OCukBf`yvv9gb{9HA}7EQdazmDhVsxWn|>M&xmmj{abS1oopxFtist1y_sI#289Lv zmkNenJEiE=ys%a4d1;+6 zDT>Dl#h+?OKF1S%6c(lQt<3Foo}^9X%u&*Y^X{4|>B`}#>YPk$_HD8!_uMh!od5XT z)YP%rsl3{0Y|LwsLJ{9NpX{5|!|gA{>D*6)sE1?p@1d4{WI8CE&Z6B|)OK&AthUs3 z)34NHo|~-5dspS!CRHv<2~RxWOIb`g)Bf@;dTp+4W+hunc=Bam%2kS4`^!Ewf39tQ z<>Hj^)YrbuZi-WT;Urop*RHUVeJDJ2p&zKOAgYasY6++gAgVivYRfhmqn<^dx+yU+ zEnbmp?u4ht`#I3Pa~LgNsI_oa16R)aCv6KWm%Xc~_uXGGiI#XGW2Cxxtef&arp*h* z{}FC?*@NzU{-j+Y=ZgLc28ta&iQWTF*A@?UQ>tQG!6_4Qasj6*TX1TssPC}Pn?$2* zWsC@~!O1HZoK`ZzQ&)HT(47yqKsT>5E9y63;7*%|!0F9QHzgvMO32-md^hMgZ!p}6jG;T5Ax?qd6idsWL`y}1Qz^Zh(lT+kI;gjO zg6Bg}Z`Z_KD0?S(YJz$PChkHxJi+rZsCRVYE|e1!Jhef+(-U{0{M#f?T~O~Lcj)Sd z)bLcvE@!&)^?chx_0al?dWn&jlW0{#8Ir>l7m-45a_&;?joAWe94}h0d#}$GNLzO+ zkK0q^r2uRc*?K*B301}VfQL+H^ATIo8^L#59x)rcc+;W{aNHx-j)5VT(WY1A1yCYg zjeWcuh+2dt?&D~cvW!Lv<)~I1x1S4P$$q@)mADQG{*FLeB>U9v)Ru+4N9EWL0Y@_l@zg z>j$x5-Vf#te5cNb25uWYtg`0eCJ_#UTipKAZ?7vyn;ncjwL7kAJDBf+`KXG}`LICw zDltCy7=zs-`|xI6zE|ItEkxZ8W!K#z!Zmsv93Fy$6yJ*~X%HC@Sr9o8G{{~Mc@PB< zMGz&v7uEYf_Jb&c8~`~8atK5PM3wJF<6)2^eA}&m3tTgPT7@HgyNG}5ozP;JcZbg@ znLm0SyZdy*DKI|;^O^oMVUl6A_E^40S4!pg;5D+!{f9N}=9m9uRr?QHH*WiJ>&Cxu zUH+I^DEZY7^NIhnme&7O)044z9IdR`yuVC4<0 zsr9HPAZCEWTzgxdawE^Xl#?$0>7sWGY&K@xc%M*^eIYe=ilbKhNulx>&$HB%-v0ff zXN(focHQ+-ui^!kH6W*+As6h+t#Aov6dsJDniz=^ZgCUt(6f&HzJ0XP6QNd zuPKZh=J8M6=5@%bGwH_aUGesO{^i^BRXTQa+>^)+EHYod%haB4?^T72*9mcCZ;6@1 zovK%vHSPNrv+tG-De_&;X=cA(PjM!0sr{!j5wZ*kp87K_8mAIEk*LIK;(igq`h-OZOKVqq_paUs>F$x6PU!OZsRHC}MFj?2E$^tfRBLTZQGVuED!(8}m`+DFsdG(I68 zYX|w)k|7;@Wy8zO+!m+bmo@DS?Bl$#R3@PScf(^uDSVnZJYa^n#)514g%xti8y-t_ zWnO()cd~|mi(Tehf#d}2-G^FdY633mo>CKicJ7dmpaw>*M1cnzyf`Yge{`*<_f32u ze`;#?C?!EN^+K(9+62A!!X(9c@|cm4ck8vc9o`OZ(SmJ8CN!f|buB8>dD0Wlic_|~ zdaQAYdZCtjVS>({fa;|erBeGdim6J^XU7-L342=JK^?g+NfFz;eqY*LP-~a#j&O0+ z(w->yNY(9$O$$o7&tyF+!yR8$Rs#(&tJRU}}pKFP!Xomr<<)WMRfF3tBAWM_hM$`WIJe@_DZR4` zFRWQtw~xQpUn)e!{oJxgr;HkYxv+*edmlf~Rk0A28=$iD)L0+1@%7rn@$a6qeb^>x z?YpOcx!(F9YWFzbVWZda`}q9_Btuj-GnYR)^-gi&g^%e(=n~UH5kpN~A)fkjgw2DH%hdNMxR8GDN2`&qQ^SsZvKWWF|uh znN`PJrwEygB=bBw=X~qd{5-wS`@G-(``-Wieb@gw_ugmSYpuQZ-bY>Mcdh+f_n}G5 z)|cONGaUrA)^XTihh&(%X$eJBs{O(-rlc{-M77Q=h=d5;APgWvF9>AgAbbFU9TEDo zjtvLx{cvX}b-NM9Pw2xPOe(DrqeA>-{l+`bT;v%}1!^b9X}MbRph1Y&bG4)zc*fhT zCRi#&iXMqlHMlE>GW72oE{-cIrlix>4(uDYRW&dq$F{V@7ZsD!Yqur#4PWHR5>P{F z3h-o|itkI;fVYIc^qutDN$My~aIrj#(u_uD?B&TCK7rNb*Dz=~h1EQ-VW0_K&Y+Cz zOIP8^N(W~!m!uZi2BI^x(u!C44$Z9HFv?=Nv!52o~)?UqTCy3US16Y-K4&H zCVFk~&`s&9hiML{6$ycK9IIK8S~LtXjM9pRA%=s7!5qY3g*S-d!jn~;TExUaubrTZ z65)Y2HIzs&I^#`R5mNv<;~>1LU|Y7*YtKCFv)#dyWtG%tdzdFH8N9^lwJ*UKPI~R; zw4$hoef5GoS*5C|fjekkM-79gYN&w+XkM6RDY35}B$xtbIvd}23LHduvMe+V($rB& zQ)&h_-gMg2p?#-DPxIr8-$fS-jj9+j7NlfRt*C1UQK$1h-_ml&^u};~jzWw5LbQ&W z!lA9FkB2CFscDANN<20I&XUsljDt2RkaL|1J;LoUp& zNtK)!^7b~J;Jpa3v(1fKhw|v%3ijf(Hdry-GcLeV16 z+jC;6SK56at=A>ZCAXliWeOYPY0eIsv1yOdEwCoHh-6kLJ=X9lW&M|zbxn-Zs4k8W z;!d7p?V}+1yghGb?dtWwc~9)?90?zrt2CmC_7BfAwXoaS&Lm$Dv?ktbXR;~?!r-;6 z=Jhe6hiM1ht?WR@p@Mrcgou@;r=bi+CKpz4`Zy7J2A?X$_=)*sdt<*HZZ zmCK}hl3S)#(DuwoZfd)@?;Sqf+&(XUkLw@UB|YjYl{oe)Y=~xmt}7IMQe5^-@@#gZ zWgV4MvJZQ6#o3%7<;8l!w)DHoQxTXIUQA}Zm0fB(lWjpzR3=+LV#RF6X?NtDS!jCbS}A(3WVFyHX{-m$=|^v%=^A(Ot%Q zf3EoPy78?kx=SNA1@tqn1e(0*wl9E)y~OD@CexjT#@D)G;X4*-J)5hqG-co7y((8L zAdC%dXbY#f+(ltov!`V4_Gqj6Y@4x+GbzvV$VUZ+$_YVH7xKBNZj7z7b$UC9Z%Hml zKN;o6FGiv~#X`?WuAny2yd5RiI`bgD%u4&QUPyzqQ_#F#$VymuldZE-MtdRM+*`&D zyLqP*nKc8kVsajtfXT+4L`vFPMvWNyC4E+E@&?-ar#qcI;X@c5*Ul?3emU;_gxP1P zojs?ZfBH;!Tp3Gtph(G%*3n(}Y}?aA?^Z?`l4LO7b*!nt8)paFTz!RKn5o$DfcWsl zpj8-`%xc9M7hVVbs!8;D-knCMUdkYCi30x*^tenDS8O>wRkjY;m=%WN6$}t{TbYR~ zdxz11((MHdRN2RSHwOVgB6|)1$^QcYBrxVPQ1xEtlHgl^h>}KW&&_AgnG_QybI6;x zBp&&J%I=@30Ps-K0N{CsV4z6^14-EX&5m`$7rrZkmRJBS1zrUV^Z@}-u7HRrX^=Yv z5lH|d3cL#A#sLxCW(FXX{yf(IgZ|0hT-VU!?XcK~&8eM-1 z+qp6U#`rRmMU~?yPrxR-djU?>gaQ(o+7~8|THOdLX;{KvtEdvQ)iw9r>|111Oc3>k zjfcbn1nal{y~-7t2LKrwo@6hNDy3*@bK3t!;0ggSgq;HDB-(?l1E5o%D{L}E`)>(j z^st#`)dQtML9p8)uAP99K)`^&s89tMiR`(Hl>wsm2Xz`EAdc<#&9qC8V6$8u(S}n! zbR~Ud+|F1J^-*TrR{_0{{EmL&^kZIm_0dyt+|KN;=}NYrLmO^7gw5IzWj1jo;ZHhk z5^(oRes|~C_aPpfSAMzwImFNI_&4LS-v|98Cs@Y33LVUUJiagTY+6y$Asz>Ac`QGG zG$lrjuCpBUg>)%>k$ZU@(irFq-^yb7pPWT0od?TJw7xA^#8QirRKTi&<=52cY7*da zun9!#>m~I?wt|I`zAzsw=T%Wk_rV&C)(5DD1*gXl3D6vtiN5fj8tR4VZJJ=nH2dkQW4s1?vN}KAyg2}PER3aEzH&`PDy`c_L^4wyMm7J!!xE0+J(>Bkv+FRc)jsx;&dv}{!t z*`QASKjMGh=V0;PkaU8{wXL#*yhmg*%g=?n)b1CR0H5H7hRs#evN@$&e~4k<9iO$z z<~-SI&%Z%`bJY)#@y`*T#mMHQY#rs^;6Yi1h(AKCO@H9QR%Ol&&6}z&%dUxQ3wvfI zn}gYE&#~eDrm8=Ps#e1BjaIUfHleDY4#&sbKFB5fK=n-h&bPN@&(0;f%SdwX*A#3= zpDK75k(p}2OOoeuz=Pt~E}JnoiY=qvsLejRYMJ>_?;kq-phuRqeBxx04@eqR{47%{ zbJb1SxqbC6r=GY99oeJ(8+bQaYHhE7wEwL~P@c7@hckz}Ge;aRb8%BVbR;tyt0ZJG zZdZiX1ZE!6wvA4yRHJ)0lx(aLkj=TFdbR#?sxf2YnFI?_ zyMh^!PPfz!-*ih3%6etGLz6?67JY{&*{m$m59>aA2r zZPYl1N%NJ*wI0Y73AU%+r~kaRHO$7`YI|Jc{$u7AyiDzA`GSX-%yU+}QSE3eMEtC= zklncMm;&iKX6kj953N(RS{DcRnDxFP9G5Y_89Yj(@E``e7`KA&52`OT1O)&WAj z#JXAcb*qG|<+jZo#)3JcgY$exb3YEPv#?qx7PbEKIr2ES;SEKx913Pug&`QP$e5I3 z;)+edDx`0wAWH=)qDV})p4Ce&uk@9QSgVHYnt?Xd8t%zkZFGY0MfkuKdyMPcB&XRyJZXmt8kSx3gbZMlE@- zb`t0G?iGCQnw~_kSMmu3$4z}_{BHG7zSxfH-W)X7%35&kyx`7OeXn=>SUjq7dODsn zJ_b1A&Py}*VoVkk&z^7J2zY423&2)>2LW6827`(VQ8gkeVNk6D)U^FygIjB$?2mA3 z4S{)i6#f}*tsyYLRnL%g)Gy#GRUE*VB?7*NUy}^!?_gC-_=KRa-Sd#$x(eW?$`qiE z<2%R#?E+Ox5Q2AppsY2lgQ)%{%KDDQaL1PQE+DYzuTa(+79()))B;$RVxl90?vM31 zZQ%;>p$yVY5Je1L-KY7sGm||}SKCdbqsoAFs2_L)@as%fj_tpUy)qd#2Wc9gFD9|e zD9?Pn&#?{(jRkcwY;Otu(d~*(SB)~V?X3?y5GHPGXG7#2Y=5G&z;dr55F5| z=7Sz_!DhZneiyra#SoQ|$336&+FQG8*dC4NF8t;)4lZWuqi2TjSw)(Nr4lUY(~qSs z7fbrI9>bWOKH6P8hp~j)A1BbA0wBZEkYO`B+M#=xr2lu zK$vO>6XC<6HQ(>Gzqy003oZ$cypd1qiMyLEJhjQ7nvIt@j%4sAQSckGRpPQgR} z)V;RXsMHiT@X_n=>`PMY z4_UG=NwGg<$xtSLe*LLh?_5o8iS47*JxD4}?(H_}p@R=k`Qh+r91UzLM4{t^awWen})sWRa9# z|4M0iNA}t>oS*O14k#u#m-!V3UDK4nIkFGq5(&JPaX$*Tw)!wL5_3iSrPN~dO zhhOS2rw-{Y>0cOscc#YMJ*ZhYy8Z&s^R!WAE^%5C+x1U;^^WmJlYBna$MP7~q*a>D zCUl(n%`xQP-=2Vax>V)9t&b!4l}L1l+LhMjG>)=YZX)ARjU)Neo$_SW5+c=6h-|!| zg^Q?LQbz7q$_nkX0i3*kOv0=b&7viwFW1oeI#NGMhN5_OTH>2FeRL%AQxoa_qr%eMV6(O!}Sh zcoxQC$Ys^eGoiKPT(5tqI%V~qv(oyRHb;njva6+8Hs^eYU$Y-V3D_PBE_#Db$;c_jio6Xkws_4`8Fi7j&)GBM&y4Ek5 zCXo`Sx1)KN$7)E!yi&99MXTN){g897*0Xu~N@MNmD^oOVC5>-U1_aURO3`t-dEIiW z!kDOT_u<8n>^&vxTc+CTLJ#})8mkh%q_osumJ6pM=WBvA!xAw>IlIs9?h@PE7brzm zjN+}1*fU zQm6j#l#RI5lhK+v1incS`eVulidHW&$Fcx$+ED;$CaqjeRzW}hk_`oG&`ljr%>UeF zzwjl=lyaz3Vfn7r%5h?oJ?m%VsIi$M( z1vAaVd~BF6fqG}ZF+5+D*d!LTc(?W7^NM`GZG(cT~<2 zn#h9|?jAl+0xoax;4&_F-t2;p4eg~BrTaTOjXPevB{Xpa&EGwIFs~y2dN@AmwDKsp zn1IX7veKpC5y6)SGb;|&%)t7D< z?yNT+eWr}KOoK~!g-+Emf*IM&;tl%XenG7RH$ia#6nTiE4;0ryu?G~F7H?<K11osHG9suU_^Y@^*gebZ} z;RK4;pb%cT!6-k@AgtUaXtlG*xbc8v#XVG)_rd;ryjivB3N|=z{syDM7=y4%hhXc` za}_#+(Ri~5=JPk4RN6sd0g7O}Sv>oc=Q!m#N1tk1TkT^W;u~XgMk&w5@1CdV(Y=O1j}Ukl61WcnpYDRdSCLg;fR$}=__AsbuG$1&yhyd%WLdc=EVdLvIVVdm8jTdd zxGrQtoiNU^Ge8jbSII&-&1K>Hhl^pQU^6Qw(M754}C>b9UNCae_u& z+L)$XP0r$)*h9Z_doLdENQljz>`C22vV-E6*Pn{)ocVCGc}IAz@jMKw-Rg9l^v&^) z*L?r@J^V%ShwtGpU(Dao(l7Aopvj+KKb8o)pZMkY4LOIy+xX-C zYr|UXv+WAnkmI-S=WvKXve^(s^ZBdZ zyleu+6LWxv6YA6<2HH^ zLrD)g^78eb4V6cB-;9iRcsCMM=1|%0n`bGiAJm*nYsP5MFyA5cHgfEVrN?=l080w& z1yw$MIb7@OJds&@YRPZnXybxCx8zFZto@07`fqBr4&~C{{2}5M?QrSD)@FMf>9Z@H z`rd~Y+ENA<59!Y}YDwm45*25%iLM2!knsrhCoTgLios_|t{8e046_Cj=U8!(6Ey?G zbA;?Op)2p(4^EC=;nknRSyp;;Uo{r2b$&nSeZl=Me$JoJwmElS{HUWr`Xb+zeiiUs;v-+}%xqtx~t%LnNy~|b8CK>lGOgQ3A++K?`7A_Qe=SVCv zC3mjqOY5+DQs<4~Gg%+eln2$#6Iy9nDU6>RAYn!Va0gnD(aZ0J8}pGtl8aQdh_5}3 z)N={Mr4w9UA};gqNA6i76L?HIDd&RkYZg!DOQYbMPhng`=i$>pF;>-f@Oe*fpNz*O zwQ|lv;bm|kof*ON?;fQo_ZylcL{iUF^j40#``jR332-#IShnC-HP^%WsnsKPr~ZVO znQhs^^>|QNAqrhkn1R9%@n`{s_C)u=%$^c+oidl2NA43LYI8lzw}#8a$y+>J8q*fW zcdCO!5;!Q9xtPjBI}S}2+A(NS&?KOVK@){`7}}w-(9O4oybN|KPxL=CaA#$xZdxfi zaHppxFn(4_pfPa)Wx5|+Xb~61i3AgtvQU52tQ2L+n-#9z@)HRcc9exaQv(GjqBstU zEuc6!E5(!YdL?zY>_oyv^0LtSZL?CtJ{#wDYFBXl69F))1>nA}CZ4$WRzKKJ>< z?3>qMjlbHgAV-rz^EX>)2#X3UGei`FK$juVXC%-Y2$TSU6lhYuJCK6|6*%k!hl4Pa zdEC|Jnq%PL2N6gi!Z(L|hyz40e+Ul8!QnbM(1HU8L{NqZ-yEKU)8A=w5ReVVZH4h0 zA4n*Mf0EhVt%l4xmX4~I^!((tT2Zw5KxG5QJS1?;a z?9mUOKbKLWrzWGZP2_k`>OQ7x9D9)z$=}Z$kn{cd^#h>%l<@fpp!}5Z`6CMoN%-6# z{mskwk1TNUNN2-qln>FVKe7WR>n9FRI*|VV+x_O;?SEf|w_aa)s({Z%H`lr@oZUKd zmM?ApQY`Ul1teXpcysMfL}u3J()+bj!-<14Y2L1T-Ib%{R!0t$%u(s$!sg)E2Ejd~ zBfE5ZE0@VzkK~m5%~3yc{E`w9C)+1ZCj8T-x;a2^=i6s-JIJ3LNDXvDvObUs0Tz$- zvpnJTh6g{RWwfb^&0f<7WZe^jgpjNy6_2?pV?g~*jp{fdW}fEwFCG5W{3ByYr7fk7 zR)VO~{YPV&Dc{B)`_YvJk5X8!yJ1~NWnGqQQ5PYiRKSNB0}R51oPU+AQF-(Vf+7L$ z6vfyW;0|S3Gqnld9KlpOc~TB7(lrTdj$qQAJUNCIm7At8iT%PS3#n2pMfp438k||u zTjOoZtUbE(%BoZD#$4C0xq2@qO>cs6I3}K@-6+&PJKmKU-KO9yD^Jc6>+a6s$;|5Q zp6tpT>nA2f>f}j2yh!!dI_Q#>sI{}K6}gL*hotaZ3}H^0C?+L7r@Sa8B|E1)RcviH zX-^%KS(PWkr5^xEs*ZQU=SSE?Z$Nb(y=vveG)DTHrp zH_zer&;~6-$Y|8}wKcC{3^N2{)Y5rdP)Z90vR=(yv>d$0U%_(Mcw}k_#hR;MS?jPq z!74*a`#Dgd#V0RGi|y*PA@e1)xPcV;Fy=hw@ed9F0tFP+jz8reV!=YELgNZo{%`s>CT{A_iZXf;J5QK9$ zSHGjSJZUFFZYs~(>1|NX>Q)&FM_VKE&e^-#%f=afkV7xS$(XczYq&@Z4#XCA!I_tZ zOGSLMpqJI%O1C@x|1d!mNsQgH1CKDUr%i?&xlO4)-#q&aj=QeDUMReM;M2wmXQpin zUR%6~+NX9-b#cBywDKDjxJ{L}wg#Hc;xpO#{0^WuDIE*8eYSmPLUhiC+Eh+HKOss= zrOIIRv+be@i8&iyr*eBHH!T#VPBJR>_NG6x7Vz?Epp318;k=$4%?pJ&lZ>Z(d+VQB zANKN5+8p}<4E&zSU?`eoJk#4d{0#U>r9d-E6-1av2-TVrVII8zRbd%-n0z=wGqQwp zuiK2kJaR&K+VQ|ON<9R}T}cT0y7fSEO9eLQU>1S@aIo8)<6~2*M?N>G&CT%o_B;2D z^qM`tr%T+itNQhF;kyILt%z#@;`(&WH4AaQh!1`?x6@EM;i9Bf8;;8`^uwI6ZJW6} zKDcjgr?GT`yW}TO8;7o+7andi_s0j5%USVV(JNVXH{QiA%K$t(zC7 z>@?5E2iMQvJ1?D(FBt^t^PxlY!st%(Qhf06{5?nMgi=ZJE?lZ(=%xi>$}aO4_+ZL~ zdnoCI7m`7sMul=OG-u=Ptt{E9H$IIuk`5S8Da0kN49zn-NtgLpb)R94HC<>PwC=!P zCI*+pX5mU#meMtATUI%>{dDQk;w^DS>g3o5!>V0r>#+}_RJ*vZ_Ni<_kF=3t=Q56= z@aY-`6-@MPf(d=gEonvG)I3?nx6mVZ)lvBE^lc3%uybcqi;Q^a+msUe+z;|(-BrQP z34w-#zU_uOs_YtiWbR>~JJ7nb@1RGXsG-UrmR(ApJ2Pk?4umv<7|vjz=gBHOg`ESs zP){&=BohY1T!kmGbDuN}93S=-8)`sl0oEx4-sG`P!aP~}DSgG@(wW#-e3ZWJw1&Y1 z1AUuEe4l$Zh&RzA-4IEfzHKG0&pj42urT1Dhu%Ps0Jqx*f~=T1J(!V5p&Qe z^JLMa^eu0tZySUa>82J*@zS?h!?q9cWZ_`&QP6PGx233~ywKUdEy`L}Gtge)%4(28j|{V7oos{k~sf~9PBktI4wia9gPU(;(dGv&2{RKEJi+Gd)~*| z2w^}#z$}r_54Q$N(B?*g10|KC--WY5%8Wvm9+?Oqh-75*Bf*^V%Hu+Rhkv(?D3Nn-{m|mq=dRVo`Fox+mD^suI7mp>6 z{_XnkxgxgtKySQ&$7o`X}XS8JE|gyc#Y;1h*{Hc}7C3zXl8*55hTYy4`2ZQbr@ z+4oL4dIXbc3OZ3q+LRiU`|gyQHN0j&2%PI0ZkOnbYdNGHs=S>RAL6(Wy0y^TH9q=g z4{EH^=sGRHUg(7;t=ZkPBjn2| zSYwTGo!cra|f`h7SK1QZ+xoIR_h&lBAYVeYE>9 z)tCqzg0%v98fe+Aa6YzB9MwHy>zwUT?Lk-$wMK|Xg(Hi|Uc0lcTq>fv@wVcGraUE+ z^AN9C#zWF*vz;^lqxK^QTGmd&L`pVjAr*CNDV|HAn58e2pFu(idix6^?*+Zbz@!%U zPAU6JsYaOA2>JT)d0_00BUJ1ftplZfPl0^>4xv@QHag(R`SAZ)>JMIKdB^T~rt7%~ zVH~(l+7HKIpQavFlc#184t6!d!M+3>>`e%pTo&{XuJtWK&6%h-)SQJt%^A8Mz{hV@ zP==P0jVQ7m%UoI2zJ0dJTv>U6O8c?m3)OYG8nwODYdsxH3MirHG z5_=~a%^S}>Pk4Pf{_k3bwDqy<@!La8*Mh9w8eGa#?kiisH8nz*(wQ(?Au${P>U`oFwl z@&}PC4}&nQWAYWaF5O3X)weM!shpNn!zbC&+|QQ9#n45h-?cx%uCG?7rGaFV#P5{_ z{Mxlq>Aw7SjE3LRI$`o_$1m3^WbrGvI%kyb7{A!thjP%7Xl?hub46&4VLc25X2Q{u z;-}X>bT%Qw4_g zmX~$WY;V~lG3-}NHpOot^JlmsMwcq*Cr0;!Nd0?;^%mxl*N+=N%Y0#2-%O;H#Z&}* z;Z}#+7+Cei0mGU!Ru&l677o-*m~?7S4#sZ`>yuU`acWRr*SQomCZTcuSc?!X88EDw z7H5ToP`ehl3IiLPU#?r|Eq~`ooDYp*!I-=|^469)|I1nZwG?rQT73U5*chV{X3M`>&I zhcE3<2QLSUm6bS)?`T7SP0fstEp{ocf;{i{tQL8cCBQZ-c6@>ow=^E5he=TW0g0vg~X<@qYpCk~Z z^*$PqR)>s8XxlT4;b!Z3>c;4`(l(4CNea-KzLvJ#c$K+;&k|LPRB z@Bh^))XV?HT`Uj%t5b~rt5cw7{?#c0EBw>e+!9mIi&gb zMLNr%lz3IUnt136^U1ONFXM`moVXlpNYVNoSNbA9L8;bpEI(vgucjjux#ORz}!OX zC#$0x=;#Xg#BI$d+X$ zsiN%CG`jR4(vF0_)~2+gCsaHR{16J#Wp>->3tM4EyZF9VJ+K_+ambX%WH zX%V>`GMBj=&bKL`?08wRnVH^ng$46!T^*wdMNj5J`&th}ja%m`co0DOj;^zFJpJ** z>$Tf#LJOYd($gQOU*j0<{g%Y}Ef@FC=V|18|E3eQZcX#QWETIY7S#Xq0{?C={^GIn z9lZaCnOaLY%Bx6ixm8^xJHOIefly;a4Evq^9t96$GE=R2huhI&&gJHV;@>+8l`5c4 zGv;%5#rYer1i^w@;K=dUWRk zS&06#PTwpjn7$pJMc5eB9m@Jfpr(KR_+a#ia?7b?+ob;4Z`5h`wQ{$D8AuwX>iMO! z3sCZ6#^%-yD|gjb$^gYWm};(8^-EStwUh*_L`4JCZRzz=wBcT}x6k$lqM?ClwqDc1ZEVL>}B*Vq-Tx*HG>6O`g7Pl~87Mscs! z!R;@EYKQeAC1m@ztmAd#TR<2=aW5-+27Jnn`IPP{k$XG3MJ-SKMIAK^DtHz$NPJJ8 z6T=dE+<7FmJu|^7HpxyJ;Dwyi*!M>h6-GvN>)GP8xQ&hvr9Bx{q zWbQ3g>DL(hkhN2%hE%8!aOXeI`cEUwqj0FxpMN0p0HI;KsSW}|TTgE7SpenQsR(zv z#7`5MiAM`xax9DV>F!4-ZbUE{s9~>h70J(vuv^-pc$4q(;mhO84)qp|W9O%89|`V&ap} ztJ(r$)!~Hd>x61QLbV&A8bzqKAyk_Zs&xs~YJ}>O1iWx8;|0n^tjEw{R2 z9ppm{o}7r?1jb4*E`;J12~(IJX{qNcHP+6=#o%$)*gAZ_aFLJar}r8ezjTJ0X%|)rHw=hkDo2Q8X$%Y5JS^e zW8+tQF{{1dtG(A(d;L~>-Bx>1tFbn#1H!=-o>o(Laa@FH%nM_wfW-#uEj~-Yc#h=; z;}tMYw&6AsmNAva(xi(c)&y^SaBp_((8`>!XN9-bL>uliei>8RD;2QNX+7?}65Q<= zo3=70e7VBQYP=9vi=W37^-7U~v8UXtW~|etqulE%ytS5lDZpD(xfcbzy#m{4r%Syz zaZCF|^kZZFb0;MnOGpX|rTaInWciMb?eTo}l-Fc4z1!=n*CgJ_$+3K7W1|`Ou_8Ou z73Vu9!sF^&c9@JNw=MC#-@G23#5xm@|Crni zkNIe*}+u55Z}W;BO(g z7ea47jRZ&N%^XO81PER~#T8e^dJJrHFTqysHi^%(@>oZ>WaY7yAZ+EahcIL5ae$C# z>2Zv3$rf&;QIqo(q>Vq6 zsmW~M+w#ln4?h}9vSUmqX2{x6V=Ekf{rD33wYumV&G}0W*dLCizSMyI!fLjuH2cl# z`;(G>hB)7!l=KT}2zgSHuM4NEi~oPI`*AY$-}rQ*|I3RwqNh&MBje-{ChXQL9!SISEFx&l%81y*I9d!?uDpv@yo|vua}|N zz`XUFa4oW(1|4Z;H-tI&>*X7=QEcz$YjOMhLD58cuvY&OK`H@>lW z-{+7xaeokK`HOpFZ<_^f*(A3Ab6A|5|IY#)e+lcAeceYspUt22HYN=gmdt+5Et9h0 z!S>6i5aD6c!ptoR?B}80$P^t($?TXI?K3#v6zj@nuZ7FK@gDx;CvHqGFc0b7&N?xq zch*oN{l+OLHH<(AZ!;EUSuC1`pJ@OhvtWPy)anQMuWL?Gr&*wx9Kkj>1Q8r|AYGn>}R9dA? zx_J(F8IOAxV(fFQc-u_rwlkMHvqN#>eM1wy&Ak;VBR=DsD+s=q_pO$0!%_FO)eJIE z&7O00C)~-B*84ndyE^B8nfGDl_(Ea3vEXN5982y!<#udH>a**fQ|<@dqTc%Ws7p#a z4Aw*vYGbSvq8<#gz8|{(YL{BpO#e(s;zC?RPr$?Tg!^NItYHqvk2)ToLiBHE&n3E~ zMf4=aB(L^{x}40`bW9*jIPUT(Ga=0R&t6Mh$Z2ZwIyXrArit2Sup)SH*G*&A*ic2K zP{n!X8m^)4ama^-PVqM9o@?Hp(B3`a zv#)fT#LZ7m1mpPpdy!88U%Cz7NRKbwH&m9JxKJO_!y9W#UO|Kpq1tU@0 zYVP%=6_?;CXhYCGKx>Eg23j4oDrirkJzf#2d5agXehsY=S}n8}&?=#oLMwun4=u+F zbHI)ma?lo<4YYI6tf5&!vxH^=%^aGUG5*;V@b`u03C$JSWoQ?m*+V;r7yo2|7q6;X z9uB-TH?g5+xObCEO9k!jbRSMpb)w3JM8bpj$HBpG*~Ncm7955$+R9kxwk&wR74KS6 zo47EcQ1<*EC^Y7Rz)N0wm^p!UF62$9d(CHsGV|Glo`cJ36Fc##F2QT&^y2uxGJhML z-t!M5d~-o2&}9AXBtN?#Ye+xyr*-_%1zBbb^Y>-`&ir*38cu(22dKa2ruOzNPelJ`9 z6=i+7`wiCWaANyIVuGx+v$BNx-`b54AG|vCb?*{E&{=O+^Hf`)T3cFK zx6+%s4QF|McL$J8j<1{8^6%>G*5EP0aWH&?%YeZ|{uoFsqaNaPdr0 z7p=g;l?KW6%$V2Vo4$99+wBw|u{{oY!E`b7O4q*E4>omUestWAlV4CWN4<{U^sQqH z*ur?ZHcpP5Iaew3z9C1(=84NoQI&RYy+uCXmPw%!vwY1Rpu%{$z9S-b|G|PV&FfE$ zb2}`aGz^DnJ{>pA62FX#^JpC~D2{FjyTo`=;4H)G;fE&;52fAUaC(y{z%*`5wIImh z^g3}1)3`O&f^g6Z<8yrQ>FZ9X9;p+UlUK!$QBaGW<7n&tSlmyjNn~Lf4^SSC!@O|V zz7jD~{;^n&lUmG1X&l2o=)1ys%iX3ZR4DCM&9MN#lF@J7@U1|VmSSz;gj1wDYq{v9W7kzG%o44 zv1gptDtW}Bd~Id=wqx$h{nn-2Si!5SibshYgFd;F6Ac&HI^5VgB#fo9uSp22sPwD8f3%Ei}zTOJs*93RJuD#O| zxgXsuZq5XSQQQ)F)f>ERuwjsYFYbU+jA>-)UE`TjwvVUrQG_T6?5FUBv-9B=vbZRaoJePaof_anurP%pId>xchA=8u)@{St=^v~rC~cnem8>t zw975}!R%|R>n*WvY<-RND5Gs|RtD3JMISL!1Xe}j()#I1S7KWt(YqPLJ6*bW+TiKO zrx)uk4b=C`UvR6O&3MrJ7I(L1Y5F#+O>VJ83yyW`^y$ICb8Sl(SA3lMS4$^-#zcuH z#8vb|1*fHrG9~BlGP{NL4=D8Xdoo7&RG)cu@@8j4L}?9v;ABt#lo0#Gl;_ikg?B~; zA0>?(ji&_`JMWclo^s}xkS))wlMbAgFCfwVRIA0+z}!x0)xJ;v1D}rtZ=7YAePI6X zh_bNA6S)jc(~9%5dK`7$`@9SyytLxW&exZ`?v)xa-07GwEznq~?#3{BUb81~Zk}ht zzv5+m$yUe0X@QTOS*z+?6(6}0&tz+{@z;Q0iP;^PFL5g&EYjv8UDL(WuVnQK>U0$w zjvU==!^mmP#y|LxFL59`Ixs)_R$f@-rHeb7YFvyJ8;*kgC}$>UnkauGJe>p+buXpO z5+ZB^;pmh$8$U0BCvgC49GKs@m=PAa%ZI)xw?A7}&wEuqCtd9h-OfMjo-tYu4x((0zly8PlAt0n$pH?7ItAK^-J-+T4YUtMz3CPA0%jW6OA9tcs;o+In#xmGB z-n60~a00&YTq}s=^ld;Eb_eQkAuxOqS~2)Ue&r1VeR%@J0Q890SyUNtdRKtA49|mJ z0Q&Hmue@P3lov3DLSYm<30ewR%I2UErEgOJ`tbfQyy13W2?ObPFs^SoTEid~W_}79 z;06oB8*qc+46GX{&_HkQhUJ_G`Y?nkNG){ao`r0K_r+79);Kqv}A;V3@$)Dh6NXc0?x?Xfw`;zTx%+xtQy$& zPWm=juVgfOWLpJY+dd!etid@Ylw_wMc5W0DmsZaj;Fdr!cDK(x%NRW}1WI9V?kvt- z4uhUo{YJx0^AB7MCQ0xN?Q!;9+Cti%5b~ySqYl;g*Nz-M6Wz*OU(59kB#~r%n{^Py zpC6ZlGTHQ-*GZEB=O@^-mg)KSxa+@{ z#6cc+P0~X>>EP=^TDt3f_qqvk*CUlB>;LVlO+BY49sFHrOYgt$-Y~)8dZeo4KTDPI zOwd_GQ}c;r>j)e%%+$#lb-&A zv=Xu0kCR?RUhGx}6tE|rbQ81U=VP)I)0w2sWloh@gMp5tfBfe!JZ*o%=63_G=A{AEI}DoKe~1S4QeVF<&_TPQ1}9 zbbqVB<1LRyDvP(6?5aHMdwyN#x`Orgj?B4sCKW1A9n`ZrHxzI$jBTjqUKrWXy6F+E z4rdNi>&qMmjtYH_gHfvvm>0GeE26rxITn2DBy&C%3qBp+JW`&+85!LWaY^^0fYK|= zx~F_c8SY*}LFdB>SB=rdQJ1y*nwX2DX_YaQqiJC}a%R*^E*s$*B~}t>o{qD%N%~0+ zxO2{{oEqhRobn+|0wn@DaGOuZFoaZ*uH+hQ6c>EK?P{`yWz-M3C977Embj0r2feqznI#VK3Y!OlD@zw^Lp2QE476vlcA954$Qe1pUJ7dT9Fb`%1aLlv z1c#>3vB#|gG+bq|41Mod?8;)bkH;{UNC-Q-S(OrRwD|b=8eH=>x`uinh*)?_B($B~ zvPSz$w|!in7dj)myVEQ)HZb<6KX?_hkN^(WgO4Bf*&&mX(Ip(wZqD=?PSMBTl-%Mp3ta9=Y?u#4fm&HsU-a zdOr;s<`gcuF|>BBmTo2-mY$F;eTgdxbDWtu6R&(b(UVsN^A_66M?Qm3kGC&x4B0!kW z6M?hWxAG=h&Mtt)2R8dxLMSo{_B#7jII~-sjX%K$_PY!l`-5POXkc^8|6Dj~>fJ*h z06=6%Bd(nTt9?OabVvB& ziyjMbIXoiA-h|)4cuY=rr1eT)wGe1dU~d8sL`MdD^NvQ>h>k;maUDB$79 z772aw&O8nu_)SSS+e3M#qR18Fjd{3imH%tvnJ{pa_zYpFb(D&ho zGd|gCbVWZv--n;exCCoff%U)xoTF8+FX2hk(I>H|;a5IvAUHra8(0oJ4BAE>ds@GO z?#N3YZU?>9vt9YCNkvZqqTJ8GpY1Zh-|hRv1lBf0I|?^?aKo_6v#?}#?%knq=Lkjd zlZg-ZH>qs5;k=%I>v+e>y<_|TNBtlBnf#4h%U-Yj;ZhNbtS1vg_ctkQAKG_)HvIUq z;*XJg4flr&L?|+xOuVtb>BRP-z1J^?A20sN;U`z-{oz|86e&(72JCN=**>)A=&uhg zx{)7xyhCB{*uL=jaK#nHM6ZuXI!K^Na{Ca=^~<5hixu{E?+YIfS6om`^w__q=5Cfe zo9vO8RuFQVo7JX%I!tJ6-)UWzrrQrhP9J4P-ZJZ+iX1KE7;OF6RXIZ*b7ZpAZ;)ET z@x2=}f=bNf_4-}gJHy^3chRbkU*}$U zaofYJUh?2TjBm)!%P->gku%G55!i=0iiOH^)C#AJmF8Sb-OGaULHBeP%; zC0~E&=4~6Mry48r^;>TmoMpKC7R&CW#$lPLTwfcwayM{=f$>_n((wCd_{MKnu=11I z7C?5yErtZ%l%Iw>#224XPV^B{e8-EjC*MDf!L(gle|0$q3O5`%7^ zq<*UW1?SymAI$w|keF3J8+dzY^V7)a&WKC;7aar;p!>CR9#vDsJPI4M2$bOD{diQD z%`#WE-XidJ9i^L!*1v3dO8Bgzh{+6dDR?$?9-qw+48O85Kym+(fUcy&ModoF;1!sL zFOjumN7DdfHFA}evU<=p4V*43oRQ5JT|;UVPbDba?#@Whb0s#AMl8(8&N`KQ8f{y; z@86Jj8?Mlb@;%c!1O3^K*ug7K?tZ{^MzTST0}~8VuXf22!amHbz621Ji~|T)fht

    xcT@ysJxn9;i z3}z4DdTNGPcn#OCZrm;zmIK|m%_#dDr=?ks0qaz%g>U?~rK1YTv|U2+S>TYC5OBYIKePlK_jcCLi# zF+_!6sb{VT{wN3hVFG|k;1L3}R?mC)1R{DifF!Z97%u(w0Hy$F{8KRXE8_YJrhdgx zUdyk)gQ;Jk*HOzY-wF z!-xmu_~xr1l_rdY2hjML6%klxX3l9d;-vxfoI^g~S>yw*Mv&|be9B}V$fsWhpZO@o-vL89{YFpuT!t6U-+BT`u)9W+1{*e=P#y2 zcFUY;cy98a_#kEi9TR*a@oFf2z<#a3pN1b&JO47ZD3hPZ!R~*t_vZ0Xw^8H&T`HlF zwUXSjMIkB5l2V}sg^(p7k$smK+9X1IDhwi$U3Q|}wo-;<8(R$;#Zb11Vdi(PQPOfR zzwh%r-{<~5uje&0pSiAcooo4wKRTWBKIfxV;UEc35$?RPOTlfY;t08&N%^U45{~^N z;e=erQm(u)@E;kI&0r9WvL+;T0fS5qFJ0jfM}tNsG%TsmXnAAT9p!29zn_24Zy@w< zb2R;*IKT!KP0QaYn*Qhe2+Njc(gQ!Nhvzz|8hhIJ*S@4*K6-7K;$Py=_(#`MdXs0o zybNmyF}RjnCS;Lj%)I{jO$$?44EfQE(wymUYT*|2vKQ-IAZ9Yi6z;R82fMgHY`z=Q z3y}=Q`98mAq@D3t8njs$tQB1g%>s3u!K(|#XI|yl(}NGP!%Q8r@SkeuIzo2@u5{P9 z?=k@Kwxf2UKq|fLwL8tN&={k;bmnsZ)n?B_76beAMVeM;JseNo+uU-ffboI}S+JSE zusOy@LetWq*W?0<&s{BSiI#^)F6rFMjKn2A&*>LoeXuC0 z{QHq%wp8H(hlJ;$G|GI>q(BGrAq{@}eHLc3u{l0>oq#>yoH}R8sv{j?nXVCKALike z;`5u`Z!=-Yc3DB0Kojznmivx!NfDAVyh-7bnO^Z)592SG-gMiuHT(v;=()YuF(`U{ z=w?Yq@=pE4l)GRXc^qB}!BRU{$HdhEn8RAbH&QaBaU)iWX17Md@oCq%JvUz#sOwc7 z9Z`+E#tn|C;OY_8aAJTIj-~1tOpw~80&cFu<}+?CcW`q(V=g*1pw%LMWuMGcdR_$( z)hb7R#|fEY)eFJR#mR%*T*yWeSr1M#6qqx`nim#_4|zhsETN>$TX5h7w+!Q-iAo4xGaB zuECjH1rL~Yr4%j%%rRt(nF(y@dHac4YCxM#pt}GQr!=lNiX{6{PhW9Tkls~P8;)DI z=5pjts@kTzk+g}^TYKiYWz&tyTAD#oJ)1N&y`!)6guJcgQ;O26CgL*ZZI{n~@;>rW z8MmlyWWZS&H?LtN@}rXWxn6H61#Du&N2POq#5>uFZM*XxZN3|o+R$%*PTxAhT_K{r z&;HUjYd3tPWS?tp{4;OU(Jkp}mqtFgZ%N;AZshJL_#_^COBP0iH?$X@?Rs((Fj347ej=&o{~&3Jt5R;kH5arL#Uq8#5X-y~ZVAHFq2 z|DB=x#=wT^RXYUSgdJXZ*H=V_ioP2d-9U^9*eb^V;>4y6#C!f*qsDue6ozviW{NYr zxOe%qs!mxS?^zDD(ks_DOa|OOUoRam9O5S^Y(C1e0;y<#ifUQk(s@jA@;yQ!o$Qx4 zoZ6`Xg13v~p(Om61@!444g{2sDx`MC{~N14m|&Iy9xI0#mp*)Vx*ep%o3 zd5hz;-wA-g9|V(6`>wxbjMF|Y5OTywr+Fmx^z{491%V{=eW5t8JN5Kqy&g5QHLjM@ zOAD@spKs4E733gqi9J2dbS3|c@~36;Sz=0r3*)=g+gq@2F7mZ=^0~zMs0ulr)IL@o zIu!J_=##RzuY8Hv`Jqbkv5y^}v5QOix~@O*>Rz|7fIB1nY&&yH^wBsF*|~T7l#v~M zwZ}VQUMI|Z<^%Ii!n~frj?a5{I4&Hx|9js2ak1LIN^<-PSgQIl%**%c_L-07b)tD~ zFz*D+)45_i&qur(Zi7jt@RRZiHCW09Ej57o7%Fx=y{miC!d2SUoyAoQ%v;dftI*nE zVufo5Gk4Cb;!OAI=spj96Ljo;*vkg(l`?Z|=NoYBE!ZdbKx6>NRvm-w!>3{U*RXxi zDcI`(+UxzyvA-;xfR4=tORYsq#lx}Bj>5b!IQIL)#qcx1JalYzbnI>>F*tVXE?8X^^*knbXnErJo|g zy)36HdpmwFJ>f0?+$p<%=}5t{0&Ztth9Jk7E~R^X@8g8?ZiJ-Y@V$bcE+vJoTpA*( zcA>tkT824fSb1{lH92IZ+7piNUe})d^m1BH_Gdw=|21*8SriG;(?0`F%YPL$JWPKS z?fn1n16=<*LwotS1X9H9Ho%*_Z$^2xmoM*P--yuc_DT1Kf_i?%$GF445 z(_;qJ`4*((P`FZe<~*w&Wk{N9rv;y@_L2gz3+D_pC)dOl3pT{u>V zi9c!lty%OYktXp>tssx*${TxEpBWT(7mHP7>e$n#rRw#t<1<-oPfA_vc~%kkwXr*y z`1kf5Pz~fzxPe56D4(Ry?@QxzPr_gIFI}|UbkLwrPc@N4;bvXZc`Xt5hxqIM7#)oe z!BS)3mfF(=$#&Js?5=F*!EESf?bz3MBuA0v7Z|zkc|kk`#42tS-qzvOeNQO7A(gfd zzBt9?xv!)H~U+ckgc{pD-swqb1I}oPxv2kB-Xf6rHDhW)I2LnG&otxz?ov4OY@#6 zUL#1OqBqeW`V;e91qsFMND2ON=Ww+<-%b-pBNUYZ3WeKM(y@8`J!S-F&=Q?~rA=6b zH{Rrul4Gzan^>bR4JSV~((6*9)T@qcEC>{y_iX^OiSA4C=7Bh!o+Pz2*^~NP0XwOf zT@slOuX>xV5R*i4x@3O==aw!_Z0d(nt}Tz9rYD$bBiybL)gy*{u9B7Bx=RYyc2AM= zBNm|}YhGv<{g4;d*s~&?ntawDb6RPjk#_haPCjbF0t;>Asbd{Vr2RE)j&N3qNrCeL|S7Zjb=IBU9H_^H(I*N*bC@5yjm1{ao#!YvDTaSY7= zwGJ8%TKe}oXo>Yqf4$DvZK@ak`Ceaj;JAtyhM&*;i{tXMoc;d3exZYIyLR1ZKl`W8U-TA4gYFNbWg^wp_$%15eMHJ+;p8%a(dhG?EV*(2S zt5gfDlA9)UVG6KHL|15n5>P!2up1=3M}eEAfsxw_65h4sK>`aw-urvd!RocIfMct{ zIU(PD#kpWbOC1;M<=kGC_XxGl5`!UdY7L3O7ngz+A02eD_Jk(P+M1Lv3tPjXtrfVv zj>GLkamKVu!FC351UwXA^aRSt^m?#e_(2zvk)BCWB#azzA?=k&%K@d-gD$Ba(A-gx z1Ch9OPm$3h9cRTL1}7f*U9`&n(#PF-^y$zdM{@6b;fsQ0wo9j&&D_ zTKck7TbsPLD=u8o@q3^LJ-BP;LG^RV9e8s6oD$97o?QRSXL9}gs0x{%IV1!oRh;?x zC35-~uQMV)zPb!6JxefYS{7+~aK?h3E2gPNG9LojBxWz;W%v zitC4u(Bc%$OI6bwuVZj!dF%SZ7DX~aiAITeO-nIJLt*EaCLg~8o-dLkyrJMoW&_yNV z)G;EN5Vl3(vBlH`bAe`$H{j1QfIl-&oJ06?Rg$qM;Ln^B#(+P2toN=2{F!SwV+Ma_ zLHIMHlsBu%Fd5;`K~sV=_%koUpFK^62l9Jb0e?0?_%pjV%^(Hg&(a8g_ATg{aD6s1 zgFn~(4gSnOT|DLQpia|lyQ-4={PKw!0RyY#PreZ`)1UOhR;K4M;RV$1H*V<^weg?2 z;di-4YsF?qC(dk@JId&yZC>0!o67b&oE@+FCt?T{ z-9d3N-7vHkM6&jyNS8Q7x@1wLD*+;1#fUAs32c$8POa*s;WQA!C=$kZANb^hMgSo} zWB33xSdauY{wM`5Xv%nQ14X(%L!@g74Y;AVh#Q&$Zs-EyhCZT57Zt)`e|%Fqq7l6- z6UGrm^cirXziJ?g=rd467rrzmqiQ33(-;L=Y++)H^u7r`xMmJ4b4bqt1V(ObE>-ze6 zY(_m;Hcb{TT#4zJA6nuVq-K`4D=yvm9t_v__204|_1GsjSt!DX>9_{N&tUjiTzdMY z(2^1v^7eY1fjXjZD3nT5jim3$b?W>{iY;SnfUgF-DR zM1g_=D0qOv2ed*ftngLgDJYx+g+-vS6ckp1!e-dQE~CD=`6#ULRY4RKG(q7mQh*ig zvOobHA8y0!I;`+jVIwI0laCQBl!JDHn`uV3T>%TB-+~8rl7vORD%8Mk|Kzg{7W?kw zw|R0h*bG)A7{KzM8)0}>G>k-3NaPP%&yf~gbS!Qta_HlA<&7acYGDVD-WaNH0jk-&0GKTi)sCjFDFW?Z(#Jm!9N~YZrX5n`3f}_p{lhT z=70BS)LDA^yT_n@O)y*WWaBrJYf;9R1he@yGYMw@9hme_zLbA`^y*McRa(NshvQ*M zsw$o+C#q3ASu}Z{zNvn1yGgBNPrGXE(jPrCXNj^Rxi?yL(tMr+`6E0_PM6Fu(_>BZ zif+7oEw#)x=ezVVxfl1%rGT04PZb(x9cdBzL&L&hhMazAf=wt>_T+9+%`X}JwwZ)jHPsXnv}ZJbLl{{c(cQEkBBF7y(Ljkw)FZ%JyAI0 zF~5I-{vU-anqKyJ)d;Iy?~;Tl(4fI}N@LIJ4F!xd0Wb3o-tqFe&@{j_1Xn33B4K!_ z2i`6F!lno5{TAIYW$qT;Gs@ibgftqfAdU6Rv_K0Dpy{4Mv5Z8Mq4Lf>LCPZIH(CIi ze(s^2qUf&EyLZ6$dSjRu>%`rl=G(q6%j{OgLG}Ti4sYCHF41RhkeIS}Ku12}^~a8rrvdgQKJUlYX%S7o3eRB&`Dewxp&90ksY=@f82Fo@(^%tZU5 zGfka1N2Rj!m`?Fdwk>$f((Q1zGhjk)$I#iwnsr4PouYlFAJHHI$-#v3XZ}-j2NBi3 zu!+9eF@U@5M~t+%x*%qWM^rk3R4{ z+mKbH1~iY!4S;xdK|={ORH3m7H9i90vxGL=@Dv&Y(Zhw+BR13=mClk4MoD zkb>@U3JoH;U>E!{sw=3EuWUOA3ofC7HTQAoZyIoS9|7iBLYrxf?uixu-U6C6g`feq z^BISXqrYt^NZ*bDK6=69b^P$RSg~OT`SSbER%ZtVxGHXir*G*fh`Q3@3R9%_c2ouC7?&mu)1oz9u<~uH`@Gw4LA|FU7T*%cd8Jk}s zwKgq%QNn0>WK@Jpf)pH)k0Og#?yDK~(lM5U_ z9gu+qT(vS}V1eI98CC%YiZWzif!k*_JmX<8Bus%oS|SY|{BX)sA`SAmPH9P`CBhs? zxoSwt$HG3qRhs}Zou*b13S4zJaMk(1RZGPYDuJtZ0j@eNhENGywGAj40iO+Qjm^1W zKH#e3fUCyeBd7saoejh`aMhy#f&*6_2VC_iAltxI*M|o40aqOdT=l5~E^)wBR{}Z? zT(t~v)s?U^aMjCUYdEq@WH29a)iT$D`GBjg1g`ov0Oi0{TLM=N1rIBMtG*4mIB?as z_f#weuG$>#eBTtlt#2A1ApA;| zVzB1QV zc=hMmmp3(bUfno`5Ne$S|9J75op-Zx62uefUtclmyO97+|Hx7shqnMr-CO7dS@ZMG z{m4>7bc>_yD?okQReOJd7;x2f%g)WP)EXli@!s+KM>OudyLy}>c~6Qc`QkI>`5iJd zEcLn3uw8V@`o??yAYiTg*mV?N#q88TST!Kl94Gis)IkdUGxx9??^m6u6S?#J>LSdw z6RUzYfi9QMmRB*lbe4L5o5r2os~a7Jtng~jvjLap6K{~yNpOgt8CcXI+lQT{tHW)( zHC8+XVw!NRFh5@Ec~8iVXDbSvX<5#+H4GbF_wbwKM<4$BzADaJaJL-a+Z9_=%HZz2 zgVD-j_w({#lYH7?9X8&RQMZ42ov%>oC!g=N+uN^|~g2vhfc7%ElbQaFi}LgHhjth}@w& zWmh%^2sYC(>V35@k?H&O5{6+G=j0iVoTZ%i8)^XZywO|`$Hemgd!*Tn#3a6xCrgz_ zYpCD91bjZh;wo*&Jf3}U(XGx7P)d~S+3FxT-BNHx3MYf!L&WKp#4A!x1COJ4?^R3; zBYUg5_i%MlBrQ{0&~){+V#wZ4r)TeXahqTh;q5y$!4FSk5%Bku-bPI6UN?XAO7T4v*(kr(v!*~{Q zDDi?HX(MW|K_d$}lo*lZdxsL;#q?J$q@VpvC_im4VB>%1P@+4X<~Wq-=9D(G=C2(} z$i+l=D0ON)T0(10u0xh=A2Rhqkg4|$*}CJ%4m<^al&4_tnJxx9OT_#vH7T0~dM7sQ z7}^`ibjo1S{yLzl&qDSZba2x0(z@P4E*GSIK}akTj2bYG-VHz# zva{TDT-+c_jRQ0;KrFo{E=H zG1(0&C8t5w7sSH~zm%<6`>7<4qa%{q~F3 z{Cz*ZN-~QZw8tNqBQKU_$db5#tCn2L=k1$YNP7OiJ*oYlu*O{{gyi7k^JCC&)^)aW zZY6@RuCw<~=9H8C#h-1-(PfSo5z1@jQT^e@Aw*9kWv+%F-Y( zWxlcO#LA=gQf3S(bxDh&Y-cXwH*+(SIV{bxBr?aZ9Lg~}gs)6{uDqeA5R8es$BR02 z->)o^Aa3jdx){J5QIE_$ruI6#5%i|!!2O_UDUXaj{Pq`=ty*;H7tzeS<+j5^M~8=g zKwXX8n{o$Bf zN|9v;gCPS-#1GosgJlZZ+EW-Ts>fP#{I%dQGL+cVl@HdsNbN9x67*=X*j_z9Ko%^95H&j84^zi)>SsO77FST@6 zK|wDy@TboLatLaiGRO%kv;>7IT((iKQ;+B!!kqEviQeyO+pzOgxaE*H9 z6}Y^--(6Dr!4oujT9EB3nN~45^jFN#=&Iqod-Xk2IL4QPY*|pa;-1=W z3{p_!t5f-Uw?xSmO^~XN( zbpY`Ovv9h&hpxTFADizh31UgJz!Bn!n&vlC-krl^@<>d2iPrX_uiZ}9mZPr?VresL zy10d|z1bg|?dt&I^=1aJ_Veb~Q{HLAW1IZ34}2v-EN-R_Yd>$UoASmEkI5o2=|!}) zgqb`n^1S&4U3()Er-E4AObqVwd2{uYx8LxXj6XKg*8#+$X1t*Nths#3+i`eo0}@Mu zSj>zOwtUw7gsv@(#H1ReO&&(t#dK{cBu)jfm>F>xX~VN`VQoo&Y>cl1h}W7m52G!! z;SV)DwjPNk>DpCv?F{-N>*#AgM{DQN*G{2}CFpB|Sj;SuuKj?%wm1?y(6z&di6@>l z$4_}{4Uet$$6oQ31hJ4=AS_bd95dy;dU#mOe|13dz_aMY-=)2Vi94!mBB#80hKEJ{ zSD!0Rc@{19yR`K%@oiPjZTK^M8W!~>Gcf{#7E)>D!diIa-_x-77@1ZgZ#O4S21eM3ZkMbr zm^9zpLqFO<^Y@ixw$t{tgQ`c!A~jB-KWxl6r1$^}? z0V(}0PN&Mqp>V+AN$G(lK@Qc*GCkPk-{@(kJ`GiMj<4`^JpQ6T<`q3N9pGtl^$ni| zh1ct%&VPlclXAPeqJ=YON$Kz5X+4MPQg*2V$GZEr`>4|^kGdC_#p*Ie?VW|EZFQ+* zdjw@JOgRQXwZ~FAI=vmC(;djsBOUA0I6g(;ca;(+UPE;mbw60_HQj&zQol}Nz7%{R zX1X6k%aXc(u3twX|2t+HLDUaZC!0%~gqxa>5nGk%~#spfgFrbifhR6lzQ4jv!%Ke8=d10Mc>-VUmN)HXm-Zvu+?E>P6;;m_jke>whjx*s#cFXw+9|GIp1*{<)_ z|8e}w_HPo8{_WAw)G02WKRx=~rBxQH|Fdn`|KYYA|LkrlxJ#f|20yF$CLpKp0y(V- zaMO}97pbe1IcXzs|vp|!nf`9rfA*?ed zAA(bZeE=H+kQ@eOis}JDc26XPt=4P*pIjy*vww914{4u#$CGHzJc zQZUgLEmj)0=I!RXefu8auCkuVqa78SBlJvU;|O=*iS6qjXK*Hoj0VpjweZWM30-b8;>{Q`uCXVcM!GuA_je5W& zT4mBPdct*SmquD(ivP`4~FY>Rt&tPobR$v*S=rOn1Et%FzX z$&1~qVij3CT>8RxdaWw#w#|H4!OZX4cV%bbDutdp!9do9?rURq&f{n9JD}82Si$Mw z@iwXmqehE zIHl8KY~1JLxX)?UMeZB!nUZaq`N=BvAI#ruTWiE0Vw0(U36s-bg7*m2TI9Y_zsOo& z5lRQ`P7Xgqd0^wQ(OHE%KbpB+d*NWBMV_J8C67Fx<9WBeiUx}+IzJrGE?ki>a7ka9 zfoxU(;n*?7aC_o4l1Wz7C49kysC~)F^&e~>Ok-cyYLeP#E-xLFwT<~5JaQW^JsUO| zAJ=s8ZzweDB-gb19aE&$*V392oTc(uWCmGeru-&K){wl-bBF%r{C zKkBx{g(WL1`cVlV%v55OcllAd`r%0%M3xSNcxAJ+ao+;`Nbf5Tp@H$3f@t{Vip_E< zR!%A#@gHoHDb#tbCGShvy9>-#)6&!8RMhKfx%|^&4(by*hp3kL=jq9=zLj02&&|3& z$?YIE>%8Bbo5!R;+pO0FKy}{~Ui?ud#o=siI`GR+5Wj2)!6$aa{a6C`b7no@J~sgO zS@;NWA7=zP*Zmdb{EGZqHX@quCEZQgoy30jc{ljMw08VSl%~(fNIj} z?*p>!Z$RK|_X?`aO)Qk^{mp6>ZB$Y3Vd~;)rt^+4fy!f z5W<2?0VXPi!a`Ip1Yk@3f)?s>zy0U@5W=?UTO*Jgh2!XGH`AD3`C5)PN?|oiDBUH3+l(cC_;!q5e0!A8i$O%je)5-cG2Gn#D?svQ5oKD@V zmshUui@@59YHDwqOb}a%Y2XYkc^{U1) zqc2ak^hJEisF&|Hk8`U0L#-<$FtlU^8y{v?VL2%Mlh19?`zN0bu<>$OKLqxvRO?z| z8Rv8Xj`;_i!yK0QIvfeZwJ>ZA!;fINwJ+i=3_HW@Ein7baLCa(Cp9>|5X@c%!;4{f z0Supo*-znSz6@K!2LI>-J6ZmNkC6YS$>TkjVS_37TU=FHiIE*vhm%lkMqgG7z}^#a zaHg+HOQu20&WE9`YU<3L=N}jyIb$NcS3cD?e~RDF75Q5h8_u77{j&D-4~EH%rSem1 z7o>XaezNB1vWz)K%5ZM5V!G6#pz$XzT}@R{5Mp4Uf9Wf z^6#Ho`rn{alyO=2kO2v=Sj;lLrLk2%HT9HnXl^0?gCiI@o{D+)#9Jh&nm8ZFq9pyX zc((D{Lids;sW2HVhtn|(XIU33{N8uEQ-K|4%t-L=->ww(auZhc^#{GjscOci4jy@p z_Q@X}GPtd{U1O{c3L3?KDAlgrV4E4n({BS8JK}JNRC~AH8O(gjf^nt+r;Z@6lT|Bn z46QFUW~5#4*nCuW_T|%mKji<yn8b2v3@HM+SzF!6}yPG$|`C)0cSh)?3FFGWkpVE|`-cnj}uS1k{=UBG&HM^Fw zf_ACrB{T&`a~9$-2CS0X^;pYFM`Gzv#G1B%YKm%4l=Lv{bJ!-^I`%4QYJ@6#f^Cn` z5KFA0SzpN-+dMTN>`IciZC`VjhEMLw$uX}_xUKz=<6(rg$R%dBVyli*R#_hL;jzeN z+w?BSRBq;TN$@x&#WEMCaNMUdqS>?cHp$#6jG}7NW@Q;h3C<=yX~i;FQ>Km`0YNUC z&bwmiax}LXtRT-wQmad@brmk!WSYX5%_1|zVvd_01~X`+*B%%CNZCxQ$m#re%vMqf zdoxe#ZE_sZ{xbFvMt{@eDB5()*0yu+Mk%VFqlBn_qxNlK)Z&k&5JcP2Rv(g{I_$4$ zY+VdYt!!;L(`3jPpgt@7M{I1Bj(`XYK=q2Yngy6j0Ij24iuc!97lQ$$+X9SbdGv2Z43P)VzdR(?_r4K14urMOerN{)x8Zh()Z zxfAq}^g;eQ0g1uqAcX|;b)msU;3QdhF1X0`po@Vc48#-CxVXLE#}cHLN({b=CrGW} z_Ij3-zYiuD>9yb2tT5dxF?j7kJ_Xz)6d;tR_e%`=g#;G~BoYS2Ky(;H_8__jqJu8v zlMnKJmPib)hOGmk3)$|gcT{x111-ocdhN=f6bK62pb44txIGme4bX*jcU%l%5FAH7 za3U;7b@kdE*tosgVhD~A&{V7FfE;}XSO{*XO^(|Op1+Y76kIeNOK=p>YbU{G@L-L$ zsNf=H_yWHdC4u0G69_IcRpIig0*8!O2y`r|2ip0^q4SxoqGK5vnT*X>9EZ+T=rHnO zF4v5XbtS4!23_%66Cb_!z1aUY|9!th_0yui@zlg$U3@}Vb!E^MwKa2^UpzCc05V^^ zBDW?!bnyux)o)GLk7?(;zJJK;ZljA=c-F)REIuKqN^j0C;enK|QU&Av7rz%!oeaE! zn)HM1#s^**7mUX&J|Up`Lo-&6w9^3}c+YO=K*VHh-+DIN1{JQT-W~O=M%+;i^sl(6 zHXEWGz91C5LleK@7*B3{GBOX#_R;q=kwHn|QH7kb{UcLyD|%Q*48uJB#eLhiGtO6F zuRC*^^?XiCO2s=8_M@lv$s)1h4$jU&CMWU&ci|YJdHhU$i(e_7-^7-4Vzq695?8%N zD34vXk1!r6X{J7{?OyW>&yBJQKHlkYDiBX^%;Q(J4VpH74wXCefo9u*h}>8?2e{V@`0S-QC-`g| zUC zTfgI9-wB!pbt@&CTK(7_O|M4frdveyA84l3LAhz$G3U42Y;qLxQz{%KJ?)x1kk3e} z?-<|uSS!*hXIi$=W0U;Lwhe2tomFyX-^CRlB=w!hA$hms!1t7yS6E=wVUjOkoQmpA z=Oit))#b~+7gb|R%)%F>cuFNBw~+($IXu^*)W%we95-XSk=s%0kmuG$Z`wtl#h+i; z!O7#UZCIylzQdsm^>dh53dPnx(4>pV^zqlCsDB_LBgTiW@{1`(r8!~`mL9GXJN9<6 zWTJoFK(oO~N^8Bof$?LJLGp$wp&uBn_V2j8^l;2fQaN=x(Dya2vIa^mdX% z>sD_fgBvPmw?4&hw4GG%mWK--cO?3&*bIV036AYeyjUurOv#O#a%!vhf8}{>#4dTt ztf6T|6*8CltqSg=*L|8>4dsjD*C51`#qPd9MJ#+{J{~j@C6VwF@erHYaMiH zSPgV@3?V^N!tpNj;9(a$Ks^Hk-3DL4F$V=lP!G63NgsK5v{(b+$575^6!ZaQo=hMl zK!%qoP|JaH8RjL4gyRdi<-xp>mE)EdO3GgWfb}T=r2)%^#J6`Fzk$*~JA>U;0I2gm zz4mrCZh3eB*gGsV0pupZ7hv0uVWK>@yce+A08CE+82t@}ey`X50v_=Jw3 zYn9>8uWz2BZ>|4ipV2+}Tj;Q}N0bbq{~vqy@vOf=NuxKWXT1Kkj+ehY7$!0Fd})JP z?F^a@xz{%4*)n@Weo-d?G3rd~Iic9&4~+V^ztFeVO8N4nuv~?KgHg$?(;P(Y1yXj90y+gz%!DQ2gsLRFHH@xt6?B)iit1LK>YFh{MdOPV)x z`S40kE2mR?7}TZ zrmIq=!t{9qEv2`P`y`)>Ykazlo*GZTNH*DIs!^18QIxkcGP-B%OWD%s2~2d}sVzL? zTFK`ub6N~$V_B?y$9UJfJS44>dsp|Nx20uWs#aL2N0%XaLDPbn&|RDIb;)<&B{CjJ zbqv#&4@6#`zzi>=r~w^5t(=(<7K&p<)YyA?fWPhjhRE;!Dz=Jw^|hp?M2J^iFBVxJ zS>so_id;jQGIki^;L$qN%yyfk`hud`&cRdLi+mvgtytdUK1cFJLG`;4>)=+bc;Wc~ z-N$+KK$bbBncSP6Ugwl;2x3A+OpNiKOr zb}-`JfYxR_S z@nPqM8+lC5TwG}IyE$|Xofi&so18fbT~p{9I4{iNHesn}P764;uvscwI$S0}>Ikc*CIsgEla@{~~e6F;yit4o-qM`)zjIx#IIDSC@;FkNhqvh-EZq`lM97 z7gY2>y0S6LjfIvVH8+7vgNzqr!2zM5% zU$kDs2Lc-qTtfmi5bz3OpBaKccNszE!kTi+7rQQ2Ee~S9EVE2-wdL=sN|j3IPlmWG z{T zE{)}g{&aF3Xl)N-%W#S;XKa<W^F zck-(o*MG9S>wz*Y1nO1G?A<{<_+ zxY(o z(1aK?K^sj-L_0LVgbVLshexBZ!&bDo{O_Q95$USdGj^3OJ0)tyUM{p2lhg_c0X9H8=zO`e%}yli6ao6qtweGH>rzW3N(rC;-nKQ^^agqF=wK};Xo z9l8YNeHksEF>q)~A1Gmq)P5+?{6l1F&Cz11^F=S|1b&W``+{a~lukdIT056wP4AkQ3HU@(a*nQV{98 z5ukrMyII11HDIf^wcvEk`h@sM@XNJ%uv{EjORQSKaaXjGx*)LZaB zN;NX}@ZEbf8}Buc%RCTgiooMj$1h=WTdd*Izpc$9+K?RN5#0*Aoik@`s(qSa0A3tJ zuRjX;GFE07U1~H+=^R|)B;!*w*l9ub?09VIRb^7#p&0hKn`Ck?YG1Znkf&6Atq8tg zmtwe$KU;mRIDSYRUy$nQm>kt+OU(V&9G{RKsc&6^>-D@wTRd*oHG0{VHa(ng2EnMd zi6Kv_K+QP7Ev6SSW*0A8QPRVQ)?Fi!qtSaxqm6NY>R*R&=|je)B^I3k_V#5c3eENt9&E5yEtxb;)h z4EO*;a)4n!9f7KMOSvWFsYs*jaLZUFb^fi|?#o zU=7gm76cuy0O**y_QS}WZY?m#&XvF*%L0QODRYlW3y|YPK#p|*IgT!ai}>$%-*B;O zIx}As-2!lLBw)#Nb#4xX3qIHM~p60 z{fD<9^v`bN%0Ik~#ovC)?~bU(83~xN7GTDSKq0I6PHedQMsK;MvqXsK7GRL)4(bA; zoFvTUwe2jS_S1GK!h8UVFmrjaLgD7O(3~HvSOp`QvH5PoP?{MECHq3%WLBuUd_7nZ z>hXLnz>I1!w?n07Bz=$%u9(4WsCf*fiW@?L6<@;F*;E*BmaC^Oj18s#3;Xn!BiZn|>^=3HG9liED_Xt|bdhJQD&RxBB@i>Ck zR&Fne2l={C=NVi-x_c_3IJld!z#~Jn3lBb-ad_1G>O=ybQ_sW)SY|9R%VNM6D}%#D z4l59BXE}Aigl{B}fX{%=A21U78Ah7eDsnPW2YfSfEnYs<%862%&ndN2myZnQ%hHp* zzgjEkfBiGX0Dt&T{-X6izy4_@!58kfMj3zKBj)UfA-TC3484v9izkVO(l1f{QzA zU$()+B!DUY9y3e^Jr%`26zpQZw_j9 zr)-YVofq{bas-(1^5p4wp6=>gyhYRuiVL?#D#Uqq#QMzZxI~9qGCif5YVUs`i)SHY zXBtPoe~>;SIAxwp?|Q+|WuCg!*f#XEZD^jt^17!NJv-t|z1nHJk^|3BVt_`z zSFu`h9Izf+NL61^_so!lJ&dA7T&YJE4aVJTeD-8o?~R`Xoih&Zu;`F%>KMG!VbMt{ z976m}{fFak{MH*iUeX@EJNf!m1Q+kib$jM1WlOy0DV3V0mYf_r?xUk9pW~)WzsTo} zDLDY#)2c5mTI1H*CSNhF+3)AwC2dUs?nPaZW*mWFneu$;@{jN@IdaSZUaaqP#4t}T zfb%F`svIDdNOBFC`vi_FSy?xwwU!n>czz_#B>tPtR< zbqmT4NBr7}}yKxWHiOju?UMmL*nQ&S;8J{?(f$OosO5A;orb#V?o zP?QQ56^3{T10I-F`FOWCw$afk#dO!qx*?XUUM1CZ1EdklZ-5MtibgQCd@fE+i8qy& zzOUsi1TRd932DMLhgfsJU#*3-!%d}|n&4e(Pp;|oJC@zps860|$ig&W1S{Q2m8fQ> z>i(=zGzY~=ZG6}$9Wj2@d}ymJurxLp<(vB5P;+q1L$A_$3JBwq#hP`Kh%kmIM86$S z#2LWSup^eH94O*4gc|>jP-80qZk{6GCK92>z`^`^Wx?5c%0B=%s3J`QDxEX8(dCy7 z|Jy{!aZ~gD2^n;TsoODQn|1y6*G=9PSAiqHydl7uU2^>SWhNst+1{!JsbAFh0d$js z=$k$714iw}q~m+zMpcdE0I}&s(2Xc+An1k%HDaLgwQlm<#$Sboey-i@B{(e_jKqIJ z6n`H-`my@5lL9>X{m<$#|AHi*1#P~Ajor6u)@7y3DF=8+-i@)cYgiy@3}u_`gG6mw z{cO(OBJF?QZqYzuioGmh(zXe z?V-zuv3drhS@i~@a+A-?)y(d+^sVCrDby?84+=q{B^xtm2PgheGy6v$sH^OoQE#vf z788I~*kEk{PI{pZ^DvZKp7=W4+P5wmhP7c>42Ge|@-Uoc0*WsC!ilzh8Rml_r~_R9 z=Wqn=Kj}WIHyDIbMNo#C&;`HlqC>y|yy0xCLHXC+3AlG(*sKIjZw6Y@a6G`Ud!cmm zFqCkf9fsp|!LSny%foO448Me7D*XCg02237)L|VO{OH8Xuq6=1f7ZyVC*yeh+7{6X zV!GQTp4{ia^3m(_vlURwM(8Nh?CS?RWc|z&CB9`j%`r?C-1_OoGw;&r@1WwEHotdJ z4ElRBii4i2^@|Y7&$(MQ3wRiQ@nYned3|&|>-D#OhyP;V%6|hY{Ff1{+4GRfwrN40 zl-pA6(pWz ziu2qMQ%q4Njr-tR_VH0Lbb;LX>q_k2fuwTma~?Y|!KPPdO|RylsASTB2(oWBeUj$+ zIN)&{9VgBNxH_j_3d%8O)!f|DSg$YEd4goODm`d?GfR5wauKyB^n1m79N5J>>in=% z|4XQ;>WPWb<5feHtmUa%p0P_4@dzZoLo%T=#rGQ+DgmBaRui+-3iPa$7w1^&VD#r*q0$PmlTGf&rpX4Qz0#>Ez>sAVvnJ?_jSjNis|5VSFhyLIvsV6Iyy#Jv=2X97<|?KCR-F>aFs zGKh2s%7kk!v8EL(o!B9->Qfi#X?D@>lKl%xy<4t2u65hGyPdT(zq&{;cqTD|Q?<+d zRZitPsQb%J&IF#~3QBUH(>6OqWj+SRWdJcQe}=>458OE1{Rs#e^vnwFr--738qAYi zP=k3}z!+j;{19CWMeB6y+7?VF9ss)so=HJ3tqlK+|Cveii|0uEXy71|XOg7;E8E8^ z0qm9Ih!*~?aRf>3!;ls<%#!^DB?a#DLcu^aC>Ur3xCv^oK_lw`G#HWOhbKQE3Cd9V zOYQ}8MGc-sp>GcMU*ZOI-x=ulfO^f_P`zetbD)Y7GmyL*$w%dO(8O=d$)@_D$nvBn zy)-ip?fS#ecg723Wqr$(`q{q0p9fNS32f>D7>vkKpoJF#>tc^OfDUs%g})4e4ak>` zXb2H9%b`O!(Ejl>;ezy9$IllC7sR;aO%AkQWDMp5ym%RBFrWE>_Qi<=HGots4!Q^d z8L}oRe;E`Z21q3nAeE+gLM1>d>k|o;P|Ys|Dj0*OA`=P~1EkUdkjgj|G6qPc1qvAh zq|ySVj{#E21W3hG$HfwAA_Jr%1dxiWj*AeKECxuW8tNqjq|%c>PyB8C*Sf02Z$V*7pK*0W1bk#T3Y!W&n#fgVF_1*al4ii(l@kFa@yK4#47ZyHb#k2WS25(tRvf4#+cu6jrMw;`~Ll&_x=Cg_x=Aq*BsY%oX2_2d0p4s z&vQHO}ftL=n!#px{nxak^=N)dQTB##aY*waE`Rh zooN82Nr#9Z&=o+4n}HBs;egUK3yW?MPV=B|HwTEgIo(YxdB2lH7{gq1I(mfzAjFVt znPYLc`Q3j75d&R(j>PDmzX%b_TWV!H5)An7ro0*KrK7}cqIQ{j4FCq$J)!RBj|Tg@ zC)Af;J_q8?rpTG)fd6y~!F9OZ3-odf;!IOQDM@bz-#-aJu;ZhbyUm6dfuID7#^>^; znspt!-Yqyh@GW%}dXuhg|32{a*U#c29kNEHTTXgqcW|H>b

    7Eq`1CxZ*|5_~)+_1v=^*@ZU>jK8meyS(roOHg5wxk(fz-+-*JcMin|rJmN@v zl2q3%-;S`v(-V}Aj8DjBuP+Nxut4SM$JKE^f%ZWEJuIKmx4M@hTiq!Z$4iJ=-H92+ z)H!|!{1M=ZE$7`D$|^Sm256V-bxgE5C)u7scDe`Gkbx2E*h={vAo7F&QHkBd5&9nV z;vVh|B!6}!5*1vo!bBp^K98c{(*mOJ!6TrFm$AsUtS;D=Rq}0HRw0R{kmO&8(8t@n z{3^R3Kr~9xv1g0*>jBqmLw10gFNxe=+G(flS29s0w8P7(9=bj2!6XKB#w>Jt zP9_zhv>Qs86wg*lHO5SgoQsNgS?b>BPe~FXb}k4wxJeB47e)mDz1WN6*NiERMJ&^*$~5;56wXVUROok zW*}Kj@Z5Akf?-12hutV2bAy#DPs`?oIz>l@7m7qHgx?c+1 z`Xr+(n)5PdldqFY|ZoWHQ^(Dv=R%nKj(JgyWF$KDWO zoH(2I&N7N4r!MBa8+2|B6P&rO#dfAHg(>ets78bpe^OKecp>&epztuO;kf#}+z_ zQsKDgHEvMb^H@tbh{zf`k5b|o_ZkF43K;BILj_{AgmrrjYS|Sy&i1ViWk74CsCO8M zt&!(oJ^@WbXugK#4i4tNRiO;h(0pNFFML9*C|a7s>=F;N)W%hzTnraAS!Oj;LcLQO zHOrve0=lI*IxcZBJ8fhMl|LV<$zQ6O5^0*!sB_oAUc^|eC`KH*IiQ<4bZxL^%I-u1 zG4{(Jc9v2PLhZ=oF&!2CRjagTe_y>d>52P*2wcD`KUS%Dx z#?Y-xE6nh_HDL$?GK8&2P)oVdch!LUkaWn>TwL^OFzf)sb1*Ci!%dbVLE9~jz7bjK zL+FbPxwu;^iv;a9Hu}c@0fyy>fe8!(U~o|9N}??{my`JhZB7bOC;HwgL9wkLlNkRL znt`UvmLyumjuxByUx1nx(n`nakOxo-eMA4HWRdexD?q8;Tt7_w7i5k9Yy1L! z^8?cqt@Era6*u-rCx5RT=IdY!$+q0tf9Os!)qnMNl4q4>#_S$Hv_%Cik24o z8JCBAAf+D>Qu-wxWNK|1c;}0hK=*+X=tM~8mk2e{=h9NB^Q}6UJzf@{c6u`=9{lQb zPhqD-0mieUXBz&GD@AU%NrF=z_XbuIjV+y zW@&C#Gss43h|$atmyIDST+clnPn6T%G|-w(_XQP>CLvjL2IR{s@Ie9E^9cQt`GMhq zW6DrE&&d0}b%xW^JL@SY%dN>|5jvMODil2u2bp>j>Fa2ADX$VkCD=#p4T&Baxa zr)QmG$=>N4+emW6^xlt@A*Q0R3VoR#dM+F!R}ZTIq|otJ3aX+Vcxbue+Xg9wtq~Y$ zAG`8$8u=MEkiLL7#JX3B+jRXZ=QmDJ{}o-M&qu!rvJI-UIDV=pFP@erNyOOnqn5kZ zjBZbs4Gde7Fs8JsKceTjy4^hMQbmFnPa|*D({l^F=R;s z!;^CdmmF8mIJZ67NS&tlxB@%8_54AKp-&0mgz+e~I0`~7`>x&>8S;m7CrssGDk z0&KJRod2Z%+iPh4&DZ$XKgZ|WOlCy?&DU7*`KLU_)0nk=RlhOMa(9VUOBFdU!YcRE za|c7A`^olXwdwtA-&#h;Vemu#PgsI<6CxTfHL6iiH37E+ng^>beyu*17es~RPriG2#&$!{8>!vIY&H9&_+NstQks!>q-{P^u&)*$GI@X1VCFDq0u zcg^T!g}vpUw5w5-S=gsQ?m(R?cDUEG#`>~QD8Of1BfymlW#>s|_1 zYJpoh!czhTQwVg=bt5#6S%PE=7)(ogZxn1zD%@R-qNMaj!ES9^eF+jomr#)1&lYYy z3^((G@dv?ryEh70A_y;e^}&0>i|v7Ih7ba(g)yaBSP^(2h%cptg)8mI#A-q7gmITJ zJToJwmp!~8JdaowRtqR0VoGm=9WXzD+)PMIko+NcU&H1=F_J%^Gzs{H6zs%vp>QQ3 z2=43x>_!O(l#Samy#sYg0=2ac>O+Y!~{?CK}NKp5Gh_1wSA2 zY<@2HCHLYt4s=Iz?VY22@Rx0>;7q1ii=~RpyDJl?Y>qdsS+=qwP50EDnCClepGj{s zI`+Ft>gZ#?9^aP9zG-`p{d$NW`}xS)$u;XwC!UvyRM&1l8^M4$T93*Z-g17*JLkpt zQ1YGSl2K-FlmGsv!=LibdvQL@erL%zD&cMNxSaXz|FP-K<5lRxCvyf(9~2JS%GI2X zdJ}v1!mIap^9mIk^l+sE3OiAds@UYy!}CN=<@|R(jCe_JtH%?kMdbMl+p#2h*x9X~ zvXmKR(0@*oi9<2DaY-m^CZ^5**+)X+C$#=E>}H#;b<(6icwlGu?i3MblwtoRORudWsg0;ml9;=0ijtW~3m>q;9Exd;!lA6kww3kP}KUm%6A?tLI^j^r_kdc!`n5b;Lt z$h7ITLd86aU@NN3u2H3vU_n;k<|S?*Sm;<58FD){Yx8@&qN}T?w_T)g^LsSvpmucO zc}RAvre!Zuc$?U>qf9;K1>NUi6Zdk|4*u5e8V?*56X|P@WxHp{RIf8EZ!?YV4zTd* zPt(|3k5eHK0LnR$YQ;xNJ=47RDfR06z!$D+C$UNQcnWJS$fDhT zcab8^KlR$x`c&#cvnaRc=&idNHsMN}6>jhmWd`p?mYtRh)R$|>ttow@P{Kz%($qCS z!JF-vLn`#$e$?uQhyRs?o<3q7x-y=i8#Q4~nAdk=ZvB83Zt)Smo(N?mPAG4i@wWOj z_V8VXeCX(hv3H-+o>FJ^DE?4vlyK__PPTg8#%au8snUDjYAn~Z4`H&BGK}`Go*R;^ zags^g>#uwT8^5#KTft}T;KF>mGSrf|GA2ME?5e?0d|D^cd0d8*iptfh23~UeTE&cQ z=_4Gib&9V_2ofa-5A3a>OvE+#A18A1CP~hCCytLPPlfa+kf*(ieHo^rMmvK7Lg%MA z3G%#nTUAw@E0if63%*F1ZAA}Wuh^PY@_Z)eDb5b1nmDH15ND%2>=Vzup~0UWro#uT zCN2%|5A5|>xD~;6NEy!(V^>)_5guWuD};|yO++Qp&{G(p?SdPUXyH?M7sUzf1o$ni z=e#Q?$NUF8x>iUF?jYQ6aOoh{ovq9v=ysS+74i|;YRB}T0!GrrhpDPJ9+N7E7rbEm zcFKr-P~e$swBsFR$ky%38VYh6m(j4c4Y-w@kE~|3wpokzI|{&(mK>5Ohp)A685M;i zI-Rd%9zsr#53rJXTwcSPF(58EA1N$qf>d0}UIQDt4cZd`B5^<9K;GE`^-W6F?f3-ZO_}id;4q(0tqrX?wsP@Rf*YJJuuL|31 zA=x{DWk@yCY-E`zdp&aJM&!fm0sVZBelDV)i|J=9{ai*rKct^4 z>E}oE^Amq@5^HcT$v}(*lrhOwj1+aQm$U~i=X*)>>S(X6Vx$JW>TYr4u7rKn-41X$ zSltaPNC}WR23CzMA>U1&c6B$bWR-`6m+yxQEGyN)1@h-e!X-RhGKr1TMD;RU^{TI7 z4A37^jV)$j`?Ko7>TCMYyaG)QPLr0fa7jl)^hwASyd|ag#UZ$)_P&4|!a2#kFZRLZ zcJB+=GJbNKMBXq=BxP*TzOVY46I@^(6kPUJU$Zo}h=H4(Fhpz1bDHeV#BSJE%_%LB zcgYB?eLh_BPw2kg8xDDVZo}i0Wnph?R&ySf$jgNB3E`5Ex%gFDZ#WmH$*@*6r@663 zpP3=khLjRL=NT>XUP@ z7t2HQcijx5|Fujc4l??%x8beP|vgS(F9}Swom@S zL>6W1ce4z5lgPHy&yEnvTCt?Y;Pb2;?#anZ8Bv)ftZe|~kbQ>E1&GFF1za@9&c18= zrsgi@4Nvy2BaU~szC1}Ukd8Ok9Y%dbN3Kd`AL1*_Lrw>`>c>4%$&)B>Io9*2GMJjH zL}neu>WH+c*l^}#AG2g^TlV#Mt9U}_ao`(tx4XqoMtRh9E<2EElUzD|&M4_7*j-kO@1XK0eK=3+Lu zmo=r&6?XCxMG0Le;^QLRuArT9s*L8T$Ap%0<<(LAk2XM|bWDdT;}(lI3PF#sYkaLP z89jR9fp{)H$0LcMa*5ngOIQ$ZXP90L_8?scHq9f=jpn_l9roM2cKu=#i)i`~?1l z^2S`{ZMzd@Z#PIDBDC<}jU1KrbLWO!PAHqhWwck-4rM)d`E z>?ACW41j{@bQ!iOP*ELfBixTtNgN|XEp)PXTPKv`#CaZt%Lc+OR}AryimF;WVjx_& zT7jn*Q?I~F$|Rzuy*;}K?PIgsOlb2<2%5tanzcl_8#j9vL#$It+*T65^NDw3*IA^D zXU@pPD>sZTUPV>1L$QJ8-`GXaa2xUwo_xt3r0N^xq}!7)-vep>t`(=w6drz?o;!m+ zoM$&b5k#H#2Jd9dHmg~%u5%fR=8!pDNH=7>6vTl+?bM4m{{YW~?|7WJiPjm}52quX z(k)istG}9U2%d@DOL?QbnsykZjtu(O?#pj{oS&T;#J!no!nFM0%zW``vJj;My1rK` z5X(NWB!Ci>vk+MnfLL@KB8x1q!aTb{Q9%?F4Opy^uD?{=H|sT~sC7&_G{~d9Haeqfv@&`N(fxAPw&h2pHoA88}iQ~0C^T6iN z$t#+3dxfcK|Ihqi_BRp#t02zh9e--_?G=tpi`F@`M?^d=hU4`fW`~V;zD9ud@QbHK za=g}Ib`S|IiqY)YBkYtGEq~}YfuTJt;%T8AuQiz+ghPv>HO=+_}r3YNq8$rpX2VT{? z9>&+C_CmBytNnzdR9rmk$t$@J&P2MI6S`UyO5_?=E4#e&S&IL@rn(cRjeN-oGgOK5 z2>ZE|dgGES>~Rro?p^B?Nh?v)AyIysIF%Ga;dR3YvAV+bsWm$=d`-$P&OAFU za)f{SQY7#_wvDI@Bp!tC37w4MYf?IWU{oy4>#9arbcf+`pnG(Mb5o;R4EGF)U0~&P zw?9D4luk%pRkkDj>{X4VnjKM^e7d|yrohj^rPBvGGo_tUYlzZ>BGLf{Lu+6QdX*)IK32v|M4OGtdhem`=^S%hr3GoV=yN4<&h9l&nmH{w5i zz)7qGy;ZfL8dpm98)XIuZ$2@wW!5UixJ{s)RU4#gN~;lfnTyb66W>{=pHdSNs+}KBOgFkV7*DrFE)Ia9|Kv-vJss;#uR59usRCyz zsjVip*48NmyG{te_;zvFc4#IvaSg^78=!|RW~>s6_eKzJ@{AG*Z5f{`l(#-p-1h7R zQae4uE`!b^p9Ta`MLPj31y`kZ_kLa;hFgx*+C2E(8BW%*93lKQG>5kMvVFM z5@uz3AF|h6IQ7g&I7;dsCo$D7LKn}I#Hk%Ip(eD$R@q)B5gbi{F=8sQ&2uu~eNYLC z%H0vAOzvDdQrN>~kD+?1`wf>Y>9DP$;sq&ALF6`<>HE0AxFi*FCuO*>r^Svfc%ohF zm_K>VOrpxNVrULQ)0e!)8=BXlNr0v|*=kx#K*D2Jvq+0{EvMWE#rTiE^fr^nBb zU1wrd1d5@V4b9Wg3(f1NFy~U+MUL5%SIpc}Veo`z95hdnS9nA72sE!i^8|U%%uSWG z@~1E%m)k{-+mQEoLz4@d7od3zdT*$#C7;Bc_iIl*WtOX5{%t_lIYLPqt4i#oZ$^T|9|rn}3lg)OJlp%~jGb@YoR;kPQP4x4S*g8ZJF% zOt$zW?zgq=stUKoi$oUDlXynVJ>q$7=uUxd19I2oWp_N{#b zwOr%wyIFh`{|r?|J=RQ&vJl3r=S17BKU^!jMxu|mmScR?Zf2k5YeSWn25Tk;D?@iY zbnDg1vWxcJs$DyNVE0NN(LY0!*J)@b{vjZY-yIQcw?P}aH$eBA@h!Vo_;9TaQD#}9 znHW019idiN8zm?QXpGEBtaxV#6iSBHiL+QY^rq>*$5&6vH?UGWIc!wh#&|GL;!@p zcK@2yeVg_yA78tCsn1Hc;D;fF>Q+yT*Ka#67JXy;y4w9bEBiJbST=rWIfIY*#JPu8 z(dt$&cC0TX;*Y%&dAtXTqC-kHG3mS0{efpc$(sF4_WT^{fp$fqa!}qZFOrP!e9U6C zDI{6W-`{M$;nA+G17LrDX;qB^A|6YmB|6fo&X+Z&A^+5}pKHaS` ztuHjwn%c`m(e;S@AzlPaVQ5Hd%z)?qAzVaDi=-~C{_3uLjueUYt7|YZD;hKgZ;l+^ z$;?~$9J~2M*E$)}O5W*^2tUmll_eX0jF|N}}IDBaB(mxG@F(6Am%y^L4m{sOIsz z5A4;T;2h6M*HD=gB>IgtGME()H)fqbsDjKdt{bsyq4+GUum#qmt3G0x&UP(@C{Gk* z%#rMWdnJ&J@rrQELT{C8IN4my=TWF*nX{LhDm!pHNYru?(&bdEjZ(O22Ne60_A*f+ zUCtP!%c%hyFAehN%QN?A`EW~T@ij>4%m z035qQ68})8n?Fv0>9N3x_zTDKYcE+Akj{H>ALBfBjXgWU)T2vQ(WV96?eQ#+P&R}m zg_rhYy*T`Iaiwhv-26lvg2kEm%aLw{=&kY#f@k8dMD|>XTy$0Haiy~gJB5fJ30?m2 zorLM4=cl|a1vmS!kcE2OC8v|NQWn=HltAa4flFTP8R5Qd3V8 z*?72Z61Z(X%tE+|jFqdIXy(Hk>4(2P9+W?JW@_Ug>ick&?f#kv(NMA-ZP+(Igw;P2 zRO$a#RL1$rz|pY$v53~^{y}r+#tM+Df72~+TaXx1B=ON5!u-^{>?^eJH%G?Pg3ykR zw8I_zNFgvqupB3b7RXw+LBwq010Vi|BdqMfB%d7_5)pm@UQA-0Zqz080`bB}KDO9| znrYn5gk8OOU3{U`=7n-eV%6(w6CYmrhb^&0&>b%epn4nud9o6qhLD%~ zE1BaG`0MvYevckaV3s8QhM4aOSz-xX)IXPtODuur36QMbo}3LR&tJ)?UM;bEgl*L1tJI{1hO7P7-R#82*^f|O%$mW9VhY`=0NyP<})aQn1T3$#DbK8bb!pAtYXxD z3NzzC>Ok-yO(3lxogh6R1Q6nI$uawc3g&(g`$V{c*eAgi#6B6WAoeM6O`&oL=oOhP zu>^4f2>^)%NdUT4HlW!LNr{!LP^PLxmIymi^}VT^Ub~f}f9O{>%QVJU@F^|6>@Q@1dlB zm*M#y{uw-W5qnqWh(`_`Xt0&Toz{EvxZm|~t0{_@PUv!vkBfpG>2!vN`8%xV0ef6z z+ZhWlen>4tXL!WE!+M%^l=p!H|I!92So08+l)$Q~Lcwutq-g5{)3a=JNy^`J3* zSV;cI+-=w&rMZap?9&sYxBmLWG1+Mp(e> z!6P32#a%~ql2IM{Gg)0GwB0~fLx}lo5EkN1Y7qwF}f~kHcXCjU~doO<5 z&`gZ{k${|<*`;Uwn|y>@i2goQ7Y|ebCX&|eIcaUL)G>rRGAopx`!lXX>noe|Mpz#2 zDma;10nn3!06oPB(1R3X;Dp`hmCUn1@q|J}hN@6l=~|AgbcrD=U8i6-ZbK$0@xTA%2{oi>?GjFWeMAT>h76k98>Q zrO(%d#k?L(bA;i!05H$b3=d-Yy9^JV^GS_a*cdMNHy9p-^ZAb9p~E~$?l*tW@E}yr z-(z^_oX^MY8rDeFs=FHxG@9Hwc7EZ={8GT1jw0sOps?Re&JTy8SBGJ*dUo&E!5m&b zP|M06%35*3&ghH1d27T-%%Qz`+u;({o3{e0TS2iYF{n8O4Dko3V+HvDuW43WX2AtE zVh_LtHe%m`i*~i;R7!6iAfU?c&2r;uoPP;M}?LkEiB{og3{gPYQO;vX;pUv#WUSu+*JWQ(2YarX&DKU6);1R zP;m+hY30KlP)dpfTig9yBuH;HtGms!uzviUUM^7N3I$(-ec)b(=n}w@&AB+e>Y%z5 zy99~rPOmfI#9SG@&MPHI*VB5P#U)5B@NPr5d!4(DyK-TkyKsT(RfBMW>Qw+l=fVS# zp=^~o)U$$j(}Q|d@NV^Rfp?RF3p{i#T-2bf)#dQ=03&n>3#V5()VqSmDTfx|(0&Vt zx<;nK&{S06nBnU=Tri=fTj{pFPK_R;qImsmQQNXG*Zb zX$jrHFY9-{Rzm{VV_*%I0TR8>>)3v`jm`#5^-jZbl!jde0@RX231V52Gi-yIL zI8!K;mO5Cv)&!zkkzOxm_^KVx z_(u}tf+1F!R8ND=6R&w|0b@ zzM;}^5(7SrM`W2|=yt$*oMnDNc$CQEZG4Oro&s0Pw+L9P+z`}E7C-j>F8npF32mIv zjAsDy2KnR7;;6hWXY8TtDpTxM3=)h`0L+K(--x$(r{9EOgVr7E&O{O;H`~6SQKbz@ z_U7mF0H`B+lyIw$r`Xj}kb6@@Rg_U10tD&RxV_}VOH0)l7 zyA+*`4?-LZVTTVs!h^;5=- zjP0sXC2wgH6tW+-EzcRD3-^VQv7E})lE#j{YN3Z<1leNE@hmBJQ8PgHoKc!{enWFsn#(UjeZb_7%R7C* zWS^aC1G0C1%y=JW0_u+o>E2Nx2x*iW^Do1DF9f99f5V8A+Syx zxG?Jx7v?0mFi#N|CLSSrz=g^Fo;ChU7Y3o0zvqy@lF7dXl7ENp&|#kafbQfX#LnKV z$VuE_&z??Qus9*0jy4cGdWfP0iWH(~fbtW%Lx*|(F1ka5ugeSk+somHgcN@x*8$wxf zF}?sJj>t-Jpn5of>InyQMjI-4--goUhVpaiQ2*Nq>VJy^w!;BbPdK16)lk9P2D+uc z>jrFx1F)TNz;>$P+r7|@hHj|;Z3Okd#XooN1D<6Qe0wc)uY_)>|7`^Izr}&-xe8Rz zm+n8IdoOeYsB82mbOY6M6{wzl@MxQ0@-N*S&>arlfbCobs%IZO+8vnu5PVx4zWup7 z3rL>yK(NmNP%{W<&p$Vm!Kl9_@DOExLnPoyIN|Qh@Sve^W1xDB;UVtMpPtma28d49 zIB-0N1Lfw@2LaJB29780E^s_XQ^4`u1&&AW4KfJfcn-Js`;{KB4pNm$`+wlhe=}<7 zHupXKEvgx?fvI8m{utsYg}>xfq70m6BPlZ`75~7h}Q4NZcY|ij*{-b zq@f%A(Qwa1rZk=4k>M}wxb&t*#fBgl4CD?jS!sEoop0N^F$aP zI=GYO!SP!01rkK!Yua`C08#A1*2pXXb~2QB~U!aWP;TPOJfO(UcVDv~b1=o{?i5pBTk@IriTpz*o1>1~S|NYL|K zx5B*(etz~vaAy}OLtxq{Pvi)ya1d+f{_G5)tP`9vJt2=KwA#m1D@9UWP4h)QBmNgo zpD}Mb!xK@an7+Lk2p$r$1{Q~LyNq_0{>t!p4jW}k)43gwgLG8qGoS+m4>2T^Zymrk zbPeHq7O5T>fDHX7Us@<3hwy1}4X!+@Q0W5IBgR`z`e)h^pIUHd_03`fVo|7KhLo{@ z5_jc|45zh(U7|IVSp~AV|27OuVFOFyIGtHODpqsfU>LoCQ-xh=^dMGo60%U{pSOnK zBT+M9TuXP%B>M8JE>q$?{6ndq_lZfX;#TZJ_KE5A1HOIc2Gt7Lk#dW{KnyVSze*EkOb~0i~G^=QPPPhTV*9x+K0g;SovF_ zwk;%S_6ZVT+h(h5T>}u0f=kF)GA}F^+Fm|WJ=@PqcqLn7r_D~7$1~OQu*Jp@Lu+Mq z=V$wO6{7-<&e1ZQbcJZG3$0b1G*jAKYsZ|L<1EeM!NQFNHtLOeOi(}zv1gwujqGxq zHs>{KLd6Gl(ykvRt1V28(uRWaHqqwhQ%CxHXn5L?kfp9KB@FnVAtym{CoQMM4MBh2 z79X#w!29}Lqe+@o$9GOK?Z28tzJAnVUx$psP4UwWO<0b7o=e%UJ50?#yuwkMbLGFqPNQ37D0x zx*%%#b;N2%w<78smL_OiVt#Z;!^7{|17F<%+h*^JFvN16y;3ko%aG@X6|-X zc;G+IBr&}i(JG#TXRR#;GgCXvPGnhgKky2x&cuI>FRn!T{w;m5R`XX zTVXiBcKK~VpaPY=+Wh_;fv@=E6i)U`{V>M1Ew)prsz9z>&H1=vV9>)SEvsk>p}D&j z##VN+)%EOfq3xa6S^066GRRinlS)0b(eckJ^iEt)W?Zk!%lc0{dqrpXT_z}z#RJqD zzNC^3NAFWE6tz>2Y;^Rj;(Q+4?V^3})U z@Q&$Zc*k4FYug~ER>U*~rlVk@?ZWnC#x^0QN%NR_Vqc)-pETFG+&v3!$Zr(HI$E+} z7C%5AS=kfbr$&SyY@Ya!Ajv=dG-JA0z_JAj3DP##)0kAph-z_jlVY%`XHccgB|1n4 zQdq|vOXK1FQZww(qhAh}E%>0=NkFBXBEH{o|MzR3YM=Yf5v={oQGM<=NAUN_j~4as zQy?+^8|jVy2WAZTezoz(6bKY|-axCM&E?^a5~M6KBg2f_dfG|h(wuG*Ed~}%5iL7X z zU>uS(r469x88t;u$c!-D@(eyuuAXk0+_bgPfm>aQ<8+DvOQ@Mxvt|mHzDwUITdZqG zNRw#1{K(2U@-lbr6iH@F!~Sqh6OOWRcf*Cb^+~RpCpjci4R}Leh#Bjo$S_|s%#1)x z6O+aZ3_MM-8g7ZKbv@gbJi1BV%&{j$otg2FShQv^2lM2l`NCXs{69WUD!o`~caS2R zK|R_uZH0WyT8mm5r9-1sEaR$rw%4bm?`q!86t|;6H1hsl!kO0!bXB%1l!v5w=8#;R zalNa)4R*71*A*Vp-o%Fb9$H(7+pKX!*3Fra>8(L!@Pys*(_2wIH3~ zI#{ITem=X&Y$(L{wOZUH-gWfEl~26RDQ6Bn%&401LdRavb1QIQm9KxCzUx4T{S|rD zfTXI+O%eXFG5WIO4mzs!wHds#J5q0+n%pzg7ge5j(8w{1`qX^V`%RQd#!>y)`N`OY ztt|sWc!xQk_=VJWL1n%cVSC>@9rBLjcx(2a_6eikgeOdzPtaVau&hnukJ61EH4z}` z^h;mQ8`j%y9!bVC1qGTcj4*lx2J73cNNQN4njk#y*6|Njl<2%Iu4HEHv_SsHN%T^- z8TV}?Lq$vc%d*HG@e8jBZwQJ9GPsfsO6jwaMtcXs-ZdSsnMTj~3FQm69xuBwJO z%EC=s2QsQAob#tS5!EtMp0c#`SZ#OuW8h_9lkCzPgylB{1+fCtL2BAFPu~!(-%OO8 znY4JEvF_#&dg%dO=~lwzRP9oDqk*d*o5brgGB})ZLQf{KPev31l*Z4YT8}HX&bsGK z3|J67=U-eGZtg4;u6BGdk+bvzh{7MxZx z*fC(A>7)?~U57u-%-0LRXor`B!{+ z+{&uy^NH$CRi5e45@V~BXMb@a-!f$Uog;q=m~=D2w07`9enQCHJ4eYB)tQd{U?L-? z3dFPxOo0}?Url7hqynSt5mN^;>WfL%8Rm-Ygy{)j>cqmRog^?tQDAz)!aK(yEIhdq zV#0u_8!=H3lNw@*1{11p?42Wv5AvvjV2Z)PT!@JuG3g?vKf#oMm?RO?{zNccA;MgJ zv+o?0W}Uht?bT*S;H)+4^fuC7cXkBM`)8ecBJK5ON8oHU>+~+t-eh(J&gQdD?<4K4 zXGh>{>jO`F)Czvj>#gukAEw?px*;Y@#B`(eg3GRl582hq#(dV~g~aW&;T(R*PFbqv z^2}=cq|WeaU6*HEroJM@Pn!4(SEs+dB(%vVZR3K`KEX6fH-)FLryj#TP6~{O_M+H^ zJfsMT^mYG(S9p}Qc7;!gx=w95lZ@tDy=eCHTWeQn@Sg~|%_gJyY6Wjfe@KKuk*1EA zudoP5eKdQxbL|RkCFmA{?lru}`!7XoFWRlc2?t}Bi0i*KAN6X- zEGpG;TuG<1&nu$x`6y516>DsNJai~RhZl5AKnDprMy~Wo&uy-<-C+RVOojoPvzDrp z(6GM^4Q&`538RHRctz;E80AU0+9PcyUS&IZ2nM9j2PX8V!>EHWDhWnu!Kf%0C3USw z+E)VRJPdQ*g#kxqyRG`OK{17q_hF0t>tSS>WR-1^Ng!@Gf1a!D*lhQw;Q~-> zW~B;n3Rh)9yfA9Bv)q^+va@;xh%kkE9eBv=uZ+&e9$6|s? zs2qY6C}Di~?=Cg|7sys1`d!L||D0?E3j-|J&(6|3QHYk`8yoH?@xr({%iahb8*@`&ki-O$Vd&2t%f}h7|K@Lxaob%{ZEGpM7#`T|>O<#}L^J zm6)c)b9o%@cakL;EyeryX_(v4S(aCy!Ei5lbh z7GHfwDO1PCTcaIVW$HE3ch&A-y7h5=lfa4C3kTd92h3j$m>ZtqudZxyU{$QwDD>kf z*F{b^@a^6gIec(3^Le^;=kVFMmX7oX^2x;xF)04(&CRMQnXlv+9pTU1BZ zBt2q!gj=RsAZMeAG97wk#^k!(wI)PXG=A4ebo{%IMJ>Bh8XR)n%!Zx`ob3?%Bl6EC zfzz>CdTyBxta5ZuZbw)w*>S+6)Yeq&J?XqH^RprRH>tpC2t;7 zucH-DbSl$`+|NFHLq#@b!3xgjZeHIIMWHns_*lX{ZWix8pu9cd(Gh{2kK8%Tec}TJ zeb&QkB)o2M-)Fw7UJ;`f5}%%g8)%JT8U)|2)LD;MCYLZY7gRmpq^7D@71fk4!q)77 zBD<42o7!FU?W(9T1hu>-^WhmTHLFO%n|M{{nUPVs`Z@0vT}{HS`Gmbmbj8bxo-xeR0^HEa(TW<% z2RMz(%vjk5DEUKDB&kYBiX_+rNs+FMLQxjpVZ){N4lp=+Q?~8iV?*Tlo~`i14;{`IDzsJ zQJgV4bL%k8dpdgrVVRTkYES2TP^1ur0E!->d;rA>QHY6=MUf;(8ZZD#E+|3wnp?(MqPn*_SKkor7?6p5z{ObtITu^j zN;pg1>1~mLOGa-CRQkwG>ur&ca2{dfEFs_SZFy_l)uCCPn+q46>RhPw(V zYAGo3u^*;6VT9fv5^jFmxNB`{?{x*vl8u?zO?#`Q#3h^u!otnVGO>5!!p$X&yAIvy zz0Sv3(wv38qfsrTC*ka1h^|vL?z#tabsBfcr1V}F=PY@di9LC+T8c%&8A@){g@>Cj zfPI^U^K5$Wbr#MNi!AI1ooXpB31=SzblsJ3b1UPnaClfKVj?NeS)!SV<=j`DyIsOL z)CetkKHNM8x^MR$fiz0jE{B^#c1Qrra*ZXN@4)zkaC2Vct`}*&N8mLEwW@Q0E4!;# zoeMw8wL|Fah;Z`{RU9P}f#S}G0j!cJ&e=-wZ@ce%xUC4}0Z1`O2?!RX6r}7f`Cuj% z;iyJV(KXdhvT~`#%x^|9-Bpmlv~t zis}d`uTH;E(Yzyr_rs3V_)}M#A|8Do*YRXTLOqU}N7mhoZ7EBCupDAJJ&)#=x9lva z44zt@<8my3|7Fstq?_TpIKwQDJr$a+zqpm<{(G0XQx^)GR-Ha>z;eNir};@T*YXEE zXL<8_L)`QgrbFCZk99=9cI6D_E3;|jypYG^UY#tdwf5=Zc!=$+lCU-4z3_s^xF%U< z`8Dax2n{gFrb$^;JJcud(t7#i@G|uTi0srRt1oAi5sTIcUd22abbs1&Z`4zTCerm) zyiW1$K0gS_)5D26xnntZ_~6O z@-f395umWB)t2k>-t7oesXwmoc5_F==E#Y?1pn6xNr>v!6{^mqHzPcu)C{KEA!qJwP5|m_I3&Elvd4(Z4L3=6Z$D7;}Pdo z@foY3bG@tUm*zn!t49>_i#B7Kn7fuTl7bng)rHp`yyePzlv%ZTvg-UU#?8%F z7OK;Ng8edXhHP_X;k?qjnsY86o=~p-xSm@h;#(bmU30Storw)%%-|i^A(C(^ttrAi zHbzhOo`a5jegD1(qZJ9qFbiFI zf=m09ae6K&@8F@JyXirembh%3$IXLFq!Sn}!dE`UFMB7Qz?OJ^uBy^8Xkm(Bwsq0T zu~F2Dml(1($+**oqXuQ>1R*ZSKr?$&mPoqaKrKXSobQTYn(!iQeTbj4|3Jp|OotYa zdEo9$w&J>2{)?s#|9eZWx^(m?3mil zfL2p$)n3Ol+l0pC$Tu)Ee7HJY|Hx_NH1R>CvSw(upUoF5UXWEdl}TL)8-lRxEBzIsK#vmk~M-K)zx0(XO3q6=U-^%DGP7DCItCX3|h zbOb(wR6rOkp96&*s3Nsq@MgXZGUNyI0~r0CGH~TJ@{LSnB4Dh(DUdUgdI^Xs%=gL& zVu=Jx{UtTk-Uou)dNJ_0waDYPAg4*>naS|DOM;NceHie}vfnN&mk4*iS$|37d?AGj|n3-@M|7Rx8-iuUjSOWjh z+QAwV0#*+HXF(grfOQrShP!?`&HC} zcjpars{gelsSBHsnb-fNcuLLw^&t90`s&e=evBdElJ|a2{&+77yJ2rNr#NJigcOn2 zA(NyOq?o+Z`$7gT8NDx#L@m^2b* zfv>hfzDiL@2?>LZAV;Jjx;j2wl4~((>!1Z9dZMbA+nOggiPFzK3R98_k|U7 zn1iu6Ks@iv#}`)O7WqMrTxPBu|L^nP{1-6(%dC|4(T2bMe9dWjS(GRAcb~(*=DNIm ziYxTT&yRz)ni+Ha_@O`F<#diI=Y43-b_`R@`1;4 zj2_G#9FyWaMy~pg9du-nRXDSz2(BZ6$3Jj?Jz2jDj4WVr*Gyk0lh9(8@!-fi)b0JNe<5k~B zIOsns+RTu-bnz%(U%+DXgm+y-;_tQr!E{+D+uSGMSWUg#AOSaWA zza-g@{Dn^hpC@D20lv*wYM!T|WgOyb{W>ox=rjq49$vTi;b?{5iGb~EBShmJpOmIw zvu=8!^=8>!`63JK`6e?-1N~mn@JN}g*!~c+&CQCr4-Pu6u3jhhwh{H7`QW?N?>4_* z_q63EhyE%@CsW6z2bUhCziS4ncb!F2O9$dejz4>&b|JpV&aI~aWAgFLn@Q!>_QLmRQSR|y8o439zD~mFjS_~y=m7kNu zVuJi*0|hgJ?73YnRq~#ueUcG>cz`+RG&B>^t#JcF9gG$x`a=b7r)}!G;6~|~pjJpCzpZKktczc@_-<2s!h4zn0c|IJ(WlINiC7y4}`G8%L9yj

    yoD8(FN&I;od&{XzQC{D64^J&ZNC%L;DozO8C8n6#fZg#?rK(;iGHDZQKKZdS9} zo^Y$h{ghdg?1huK)!S8+O+CA4VG*x}2GRQu;5l0+EspDLF8BalsOsxN8Kb&_pO8ho zA~}dDO+Yp^6Zj06{2tL^)nr4zb-3pYw9f}%@} zz`Mdt8)KvmeILG6?e#tLM~AH+<T78AM-de}>M|9h{bi+!>`rM_f560Qt6O=_ zLxfQR=0qJZHlR;`6pU+@KnyLLuH-P^7@j}z@lErwe?mJz$EH3w{}Z|bx<4Uqu=^8g zd;1_gCrt9Rm7Gy-^Q8>y^lFp$#u53?b9Omgw6Xyw-wY(d=uap$RPywn5ba!s^`LM5 z^T%R+ZyvhCqJLZP!sPuiuzs@LDAxcCCEh-e5`abA4i}I3fP=5%JI;&H*#>=~~%=L3fIA7v|(K3`J^&be9v(8*u zDxn=^L%f$T+Y7zli@c@EuJd1X>Zp}Sqp|n6NZRmOH!iZu$*wXQZ!_j;$?&50(YJfE zd9Ji^Dp9;5o%iY#u1zwXlVhLkvrkIc@`E0aukqrj%^BS{vXHV^nuYGW?9H)~yrzo= z4(~DIC|F+iAg-lc03xlcU6os8Id&u;-E)ycVufDV^*8ekE)8r(b58Qlf4;81mZL$= z@ixw@bP*@_7QH>59NheRv2jPrA-Tjm?Y_(L7S79x`xAd;2__0YNHlgch||$}fCmlH zP3umsh`#L>CP&u@-m9#5gqCHqIG#mBpYlhRvQLb=qc_;=F2`+NM7+1ybPYVMT;hXZ zi{3cPxrRb6(hz>6qbHZ&!*SZ0nH|e%1zb^FCmVSccXe)sP@A|(*`nQ47qjIhrPaDe z{RF>DF5O|*3A6WI@j4BdCx8{ti@~Z}iKleJQSGYnf*EGU zc&6Y0o(=O^{47bX{0XMi$;p^oh05ADe4QPNBn7EPDNi`c6f@W%4+XL?cerNQA&+j- zLy^Wb($v0CUOAPZ#$a*2a>zGfr&Xg|CLBM#r=##*gY&Z|@y_n%Tr*4#)@=GJY+~%~ z*_Yh9+_?_WQh&DH~5@1~o#bkDkXX zlY1RAss>F$zQsH?F8*R&%L%FUtMW;~LRZ%&Wuc;<@0Uv2clHgMmb6X3iu7!I()n{b zx@V6io)Y8pR1)EE5J~cQvpi>J{G{R~>dd)9)l%m^;w2YN>rTyh`C0Ei#x9SyF5 z41oB7-c1X3Y#Eg)(Coow?1Jwc50@VOj1HA>R0(t}V8a3pt!88+lHzG)n4Zyc@ z8O~IwZRwGj*t^8z8Qc4{FyTN0+bAt1e6H$80ZmD z0#H0q9O|uJEKm$kG*A@k?a4@>2%vDFFrZMN5Y*dK4}l&4-3Ph{bQkCjDlO+x=5QWI z+r3;gA36Q{#DsjG=J*i@PVcuJN?)h&<>76i$*$%FlUMi6rC3c9xKj#fx75TDj*`% zfYp4&suZktAyzy@J~fZ<()X$>x5Vao5xED_*XD818jUv(KifB#VZoZnCkSy5=#J(& z1@pj}oF~-PI8CW+;l3g{Yp=U63Pig7m6JQ&3P)5`yKG%`s}QRZ3W!`m#OSnjMZCI5 zzDmE&%&yNLQ8jf0t5mSM_tc$)T~iECqh<$BQ{5goJov?##D3<}@Umk`*Wj54qu^!N z6oD1f7OaX9E2=XI+rR=hc6mZ5#B(R|Na|7!ARB9GL7h#U(? za<0IO)-HJkzs7y=O#4WjV(z+9IG0HwIg8J&`*j}5kvYE}Kfswd zI!(JfIR9N={{hp>{wqpo|3THhVmYJH@!B%UEywM(_eOc`;&kJ#2Ao^*D}-mps> z8Urqb-#H36YoXAN(xC;H6t)+7zF+dz_Uwd;!URuw`0aFybO0=$b(=>P`k@}@(O>QE zS+^)mr*KcwSA=zIHV)N>e+zVjyTs&~3YFuI#~;w7LQTR`WLon1$;fmGfh# zfr7JX7r2W6W=+4-hUzjSq`DU=SGzQPRC!5LIhmv$-8eR?$PnXXjekOmZ1R~r^ug`e zl*(#)3*c?kgBw}(GbnZ%gmcP~8|P4f_hyCVFnaDnFqB?eJKa5&G1J2HX~rwGW+~u` zpyWoh=)rF@KI(f*#b%}@uYBZ_+L`J>(gM-H2G7uRlv$KuU4F7VV)E8`u1;@}{zm`P4UQMO~D*$JLfvi-ECk6}~VtmrM5j^{m{> zjW4}b;+QRYA4g`>LS`-*OB)vr)fBPD0WF?K8l$|L=Zs*kS2k{yN=)L%+-2H%xVo62 zH&ftt;(SvOkU5wh?Jo$eal&M3ua14eN#k8{f+$W_6iv=w|;eL5*E8 z?6Mr;MQC&>aeRJ>H$lctd4A``1@3NDv*ow9)^}JNb7#ahG- z#+B&f!q=5EGCH!7rs`@`SxY#D^SDVi6;u~Po$J_VP*F=bu|*-nCwywUmAh9fS8tiR z*y%W8>&j0b`p-+=7mA8s%nBR~N@fKIIuL;~$-$r)1eX=m4ph@! zP1u5>TEg+m3MG4r>8`>c;4vtyCFl--Af4_?yx|Ulf?C26L=Z(E+Y?3~3zV1~6w;(N zDp(Se?C#@qyOQl=O7y$c+!9LMXj<36;M2sQPz9xNMGnwopa(!cKu$mxfee8(f#iWU zQW|*#fH;B1hZ=c$ftr9SfO3Ey13dup8In^=J|8o(cQrkLFQwJoRj*u)*VHZ+~U#FqY;wOOC6^jYYME#ev;oO%SZlk=u6%t`Ab)>OFG4wB?wJ z+~Oxut8apOAE?*m$i2MX7IqHQ+d;kRJM{rji-Q_ge*m>Ts1-pi46B1+^;fkxtX>A{ zg`l1fY7S6)!ZYr%G}l_2Blk_+3MPL-2f@t-aI+lT+yXcI!415EI6TB1aPdve4Qd}y zYk(SFApssjAJki5H9xHWswRp(a_(coQ%rI_iON?81IAuUb1L646$cMkLHB-F^S4PJ znEeS&!Y!$AYa$Q06a-H)iOzjzj#Azhhqi@bW#L|CU{C=DZ+=TU^r05@oXoF#V}A{K zE)oi~yndO9_6^kY{rMleJpF_FQ=rnWr$24Xgb03}B75kUDY9G7K2dl$;|k@5?^9C? z+1on(PuRfeKN3~_pR*Yh8SggN2ufCwUh?x<^ca?rUSfB+moldfB!40=U1$ujMqnyG z!l8K(g!Gq1VY;u(jLD(RYkq)3%OD78E8SNUH>`CF&;IzC^EVzkb|q&{G8+%QIa2Av zTMONfNRsC(9-6!0Slxq^MdsRyaXZFOte!41?5jNpvx2`uqHO}0*lOl{tA*UR85mKb z!2D8{&hrY41G>$r;`AKjRxeKyGFfFXd?THA|9|1HELD&Bo7o9K*eJ zX5l$|lavN_az*vUHVRwQPQYhzd*#zi8>D$_`;h2Msx0y~vM5Pc(arc;%!$rtRU(DN zq?`$hbdh8?1ycpZSB8_#JB;aD~znWA~+j-PH1zFW7ex-CekG;y%~?^Z0!JA?1mt5vrFUU_i4 zxO-%Y*tODN^3uj#p*pHNqFgpG*=4NdthQI_NJE)bu`~%QJ%n$X*5rxYY#@zGpBe`Ab1JWTwSvpgaLPEdzKHmZ+ERZOtMaj z+gX>prc-{1F|wvpbBG};)M+@xKnrzV9AZ2Z>U09RP^S;bg*zXBT)6Ww$b~y|KrY-_ z0df(*4rT0vEhJT-Y*m6VyMd_zMz{I6xXo}J3|bYl6t|fKCKq8?aj%I zBfh<^^8pp3(pLD6VS5DIQqV=Q7&e7}HKHWHM}Hu!5ysHjcyGQ-x7fQx1>3redq^;UpiJNSlQP zI6B37c*j&Bg=)&>k=Iqs^I>>b5oY5|N6@6S55E0NXU=B~wzF^*)3y<7^sw9HRablBV}m0^^z#zATeRobVAx&uzWJyh;3)Qlw+ z9S`(~rkoYkwOoD?VxB#H=KAQ-1OwvCDggy`or-Fh3p<+i1UG$1!q(l-FXBsFPvSxW zg^T*={H|XFOr|#xldzSJ>*)iyvB}|z>Wgp!Hv({q@QZ*s zwE5tL241)Y6r8}z1HTAM1EK+VSpWj?a?dXUmS*z_C}=0+Ed2c<5)Ftu6M7Pr1Qet| z08So)I=&~-BN;cSQK5}8AUZzoNfZ)L=y-w~+*_gDWk4Kz)RQPEpg`JJQN2{cwlcow z(iQ=Qm&v%*@FWXCkl1r+gMdOpGA=qgg;9*J9}Io{y0vy26p7~jnlw2w=ZCb( z^Kau{7j66X;N14}Vdo!$S1~XVhh8nDDL+X6Y_=@yO!>P`vfm_tsyKdASL0myb7k#6 zaH{fE2%G8V;x-QlT_Zlh+E0~t(qk}b`j^bqDKCM$%>jX&%u2m zHzgOos}u0eP;{(_gPPWAWm%{MK^iA+2k!%Pa=^Ze!V)CC)xK{O5z)RpA4x^X;+S8~ zvge#zm&jPed1cG(eV)SHANAJyax78hhY+VOsq2oe;`z21SxRka$t3b=Rz`9-N>IxR zw})ERkOeO`{N*FGnnk4Un*Mv0(`=R`T@G2Cdnwb8EQ7Gizh!ZDjBQ6AIP!#A(gWWV zB?Fs*gW%%(1WwVWcl#u6@TqblsHaI|E`GbqqV|v-ThN)86tdyWj<`xyy>8Jh_I&(M z)C#kIbHm})vCnadEP=OM72~4EWHvE)h$T57|Z&&4` zz|L1pOk0Ap1%h9wJSd5j?7Zlm-M(%yKO^-C)THWj2Bu%WjaT%p#=$ zCY^`Cq^V}H_>zhsq#5?QX6F@)5j2ss#A$<9=3`GJ|H0r$D^k13Jie1ZF zS`h@bFj&ZUB40HKKKfnzftk&90D=Asu+WvQz}yB#>pd``hy-C`5y?NtL;ncnVS}cB zLPxXl(rQ~xe?dpHaX&w!quF@rAV5cVATa5G%YkF)DussJ^$;a(j#p^dwVoC@HnNWP z={g%14OniYJqRxPtQ|mzKO^r|j$o)KkgqQYka~P#8EaAYA3>x6^qiDw2sq~7V4;5n zOn;AzM!-65F82ZY^b2VEtK`pdJUM@3pqam5pv@5Ev@al|=Of7Imw=334)1>K^D@@0 zaxTBq>-30zoE7PMTWo#yq9uj>PA>z&l8W?$TWmG=qOBl6$no(zjfJK#NrAjvIH?Ha zIqRXV?4ShDqRYV|17;G=I3W;X*s zm?P;Q$GN;U&Z&Tp*0|It{nSEmws1BJl|IiKq@-Aa0g&`bU4qM3eDoM}kYU#+sxI3j zGJCXgdYUd>Q4?x!o7P|HVmphCp7(yia{x=z9nO37WnWTCKgDrMr+w$#?MaNV(%IwG z$*dRQO=Bu4i_U7}6THIV&vV1IYfloG)(r!c*z0)34$GH z`ce$rsk15Y-XYTd&UUSG+3>#YPr?uOxD9uRlfCbp-HAkn^64|-Cqz>=>E*=rLf>1n zv8T&&1%2!Lhnn^SK02=1BHhW@YD@HQOayuNff}(Wo(o(RL21O45=EZjzL!G;<2gY$mLE3 zL?m^9s&+B8a zz6_yReULN(`9>)~E_WDY!uCVPvu$lsR?0bP^3^UBl2}Y4G`zReLQM;S3&}^hG&_De zMax8$IdT}&GNV`yYm|#)nIm3R|6{QLL$* z3`HFev1@0MCG_;cp*%=4wXthm8L-Md&rhS_CK9q31IViG1F#SlWbsMdr8pHvT)(jOja6nKmTS>*oA&Cdulgh6k(6wK%q zZ>}XlTNx5c-GIR9Cc*>&vj7RD?jsU}i9{rTVg7G!J!?KFmgg#NBMF%&=k+e)HsTOm zO{@b(2pDICS%FC2Vj&(X`hkHgPOU2v>ih{atVP>71W4|mTFZV7r`R!9Ez*`|4c2U? z=*}A`lqs*Z6MM$oUCknkH^*?%Jlx7@qeoep!6!YU`&r}5$hBEBcr`P|wIEi@fi(5n z&n((sg}vkgd&%hRlK1Q-MCN1Mb8bILnrDw6H@}hNUbLow zpQNRpiN0@--vSWqLu=milQf2YEa>(+nv64pZmUEC6WN3w=>9d@27(Ab$%mkh@9~3> ztw*Cm00r$@k9+)t1dNDJa6Nk~1iGMI>rs!Npny@&zKRD+B{It6dk$|AFnW=UTdq^_ zU?B(+dk$|9Fp5vcJ%?tm_Zk%sAgA;EfuAJgbe>1~NkUHNxq^U^^D*>A@bU$`@JnQT z1TPW-Mh(fhyWnLp2*ArG0V8NxJ0>QPabFMpc%^{R;U~CbS``njNMsm*V3&ZA1PEYQ zOAHJ>af8t+YA~@x?Qn&uSVB)m@Nsm@=42chQfB0P2E=igjdB;vZt0;zwn8P>sP;6|hPInDp45jGQMptKN{F3_}=g zGB)}ccck|SIwV7;!ZZa0?@IVFPdv6#8>WsCAJak67t$krF=NQkj4^Jf&Bh+{h*!MY zekFh-AyD7UVE7KlPY@pD`d1JSWS@RL{=@T8o1Yb9?SK61{BPu=IRDonqQ3`kixiQ& zO}U2uQxMS^-k87LV+IbRze5C-m35p|n>td>b=-TpTSk8J?|uEmzapZ)14&QLZWojj zgzUn|iy)%E2T4yt)$G-e(CFKZ($|d@ze_9KtXTog?5Chn3j&eNmTfDLgwlM+jj@t* z0VMsV&I$o;FD|k}0Pw2~HpT9k`(V*5NLp^}9u9&pj`z0*%;yfSRz7I5xBCVMC;yh% zJ#zshU01iUhg)ZkudBLH!G05VOPfwtA@Z?GZ#3RV;85N*<^ye9!q!M-EOe*zra=Eg zB(nw_o8=+;%%^Gq+Bwuf>KinAKD6FTFM+3B-S~z8t@k}I_pXuPK^gR~X^f@Bw=y8AY7s^Iz7ckhXfeFeKh0$^#KQW*fOtTa>y zQAcTlIE>$+DULin*{z**-rd~14y$OqCO_87*gb2rsOWFlE#=4aTBD&AOs2aaoRI2N zP>=}QE$$xU!FjoSZO8I;hZqIvx(8@<*S!}pH0S_J8YDwI{#QlPbyeuPcb^Mg_nc?3 z%3?&Rc{;}aP3?sGAKneReejv%8Efb=5keq^)7XHkFeB(&8=Hz`|H^>HiG-XARK zEP|BN6fXuC>+}~y);K9aJ?(i6o{5g=>>+#yT6#4&6oO!)2bYFkiDYg)^6tykZEpup zhC(LkKGG3(R>!y0gfJKb0BR4_l|f-D9?4XXFcp@dDkfmboPcpwU@t4Mi4|DE3d~^z zK4t|zUV5$oxz??MlWHAi8;BvAH)x?-ILc?V{ zTuyY2Hy!C8Z906QM0qeRQ%jlFbbwIOHZWx*7&T=XpM`fB_=w>Vajx6?a1^x>#c*gg zq6;%VMW07iJIthFbX;?4-lL)%zNDgSFaoUM^-PxGOIGR)7KW2G%)#s$r{k+8J&cA~ z(w!{BLR87&$tt5>_h|{D49bb#n`(`BHKc@O#xuScW`S~|%BX@lZur#0t%;06_0n35 za^NxzE2F>s>3hy^YHVSlSNYrPd1Zd-_d+_c}{VkbaW@v^{ zT_ygb?HC((x^%T&*Mn(F;dZ=ROK;xr^O*_L2cZ1Yj?s2!NxvRWdxg&id^7p<-0?&0 zIA7+8J#Nc+hCjGV#^(M8-+VIeIxSls=c%f_#P)*j5pSWk#=7pxiEKGsnQHZ7TSr|< zZ=ue{SKWXK_61CC@dv=!n5dssoM8LeX>~??&cQ}L95yWa4Vs!%n z6L*711raTw&Z3ZW0kxd0dk;Y&pGQ#0UWhNmN(iyyL>792NEJlsYdhX0BA95bG5I5c zcvhu!sZGM8PwezKJ=qH9Z1*f|QQY-r1WTL)jxYZ?yxACe?ukE#H?y(ae-3YEKa%Pn z!<#SvJK@a}Kf;?^0p9$&@>XFD@zehWHv=5{|6kx{%G;)^49sW0H>*s~8xWEM^~Dlo zwI)|p%NidysLX$@sIaBF}#I*brorNQvAgXmicjQb?_ z6uAUEGd%F54N-2FSuVQ6rd;h)VsODAPHa?PMr87$+NY0E;tW(hTADpFWJ*y`tbfO+ zl;DE4Ywx=1zn>Sfl0-C%Y!~f!?lN66#7@_E zuqg8?BWOAStZ{AU5?7d~Cd^M#O3oU@ClF!|25>!6sbx+oq>uKF`UTYTo9#YQarI$= z!#H0%cJ~R@X*#|nU5?@I;R#72(#qAf=VaCJxW*X|)1r~Rl~E%sdIU0+M6=RdSXPbn z*N8PnaN!gKCe}S2)o2Zq9D+f#(=wH#sDN7Sg2YlgvF&Pm@>3VjFcamBrr_1(&Ig!R zuBr{d-10)HpWVH?vx(c?qcKdf2iE29sC2j((Ep~evTRsvyY&7@K{JmUWX_$a(s@^{ zcZSPK68ZzTi*6rwS%k+AzFmeFQ|f0bvyL=Os~>E5LfAGfHqS`)%%SPkZwebcRCNv& z`wlC!#-}zgL`zaG$YvUI{Nx4%+1!B_^?wA&W=nd@ z`8)T8Iy5dq+UV{T(&=O}Dp>Oh0%T^8pB)4sb9^EMSg)N(#|_57NxrSCp9|uoB~Vwt z8gbG&wK!)6Og{zI>b?FdaQY^w_$rV`1Z{z}`elfqV@i0OPDZl@#duKx5$-@3rEX&jXbi7lke&24i3_D0Af9fXtEmKn6hkK=1nD8pr^MALv~lT=&UH8UXPF zz3Y{cybojm#1HiDBU}R+0P%m6Va1AiOmp>4RjDUeqL_PSnP2!UM?yUG{O~j0hi7`l z_5%_#;NZBBj@F zXVVqUaLfGl+Bqh75{)ws9+xtD^yHyrgF)3d^*&Iq)6OB@PBgX!wF0PxK)nQ3--OlQ z)UcWgY7D4VKrI65AW$EG)#9-FtC|ngT%eu@YR{cbU-pDsUR$f3vm2a?!s>5o1u*#& zS^;iuft&r{23}z|+$9>^=)zq#gNtu!4N$`?6v182fLaFBf}rMs)jqKLtGdT~XOkaa zgMp;l!Q<&u@Kpb{V7^6)fY;6@?!DobK47Q;j@QAWrH`JRSO^Zjs{Ja!;U5t9MR2o2 zyGe~ct~+7%9SrA_s!Q1Gj5}xNZ{s=n{q&1J0^J}WobTG$zwy6mW}ox$|3f?br@)Qs zVgd6Le7-|tbF7>T$7fqF%!>bmc6*lkR;cRuwIKEH7p>Vn-^ekzUN}KslPjTA;DKyG zWpa?dP=cBkA^*Lif>8gZ-%h1T ziWTP+**b7=?*WMeX-a0*%dC*lLtKfvY(Qr(hP&W+U6dD<-!aLu+*tg?fL^iFK^SvO z`$sP!r<6s|lQ8c+11xq@MC6&#D?=mw6{&Lzr zVEQ#?6G1|;jFXs(=sL8ta*ZY-e?U=Cq(7cy;uz^4*k1?I)Xc_5u%Ab;_Cp>7<|Mkq%>={cEY_m(6k}E{Dn7C5839L?&A^`Rm`4^R zMc+d63OTfrgm+E65q)NtMz1WeJKIrOa3Bp^9!`pWz04tq94$T}+@eZw(tW#;P<*dd zMXBa-W&S(GkTw0sNG6t%M*qW$WYg|8G@_p(?8yQObL3Tn*GBD=O1qL+YvP9-IJW)(>zZB!#o z5ycK%ZjT&Yr(DAt8U%!~w59@;&aj!t6r6%9+dCt>*ORX8A1hi{>3yqpI^-Og9YM$i z1emXShGsf}hBwP9DD zu17E^UI*aGHLqc#LgjqeFK}~9;FzqgH2Hc_N7eFRw=0@lV-(cGtBdbTs&w0NWtE?g zd#B4a(f)GVNaz+Pr`S&EOScGGFg*6q2g^q`j{w)Ka~J^5kAXRZFp1e(ZMKK49@!)T zfF$iALxstf0XrOKzz&CW5ZkQ72#B(rBOuu6*RJl0QpuBQ1dB-X*MhP-Z?{O$vi zX504zqDP$OH-B3_AbM7~X)gB@I;BTU=Hpj59E;QE@e_KiN8IAwqou^JAOQj)KcNQ( z#AIaNy)O*5hvD)uFiT$SaSt^ZhT9XK;OHw1h>Z6@ha{*>ei%~^W}34T>-}MV{3-#A zKg^GxKRdr3Y#xHEaTt5Q5eD4DRC^il1Q_LFm_u)*hn{Q$7G}{K!PtA)Rr$1!Um<{$ z^CSc?sc=#jz*y;_^K4<>J&e7FT1_sLb|OFm?5@W>wsLSv>apbkg?2>;z?5y^QCVVG z^ZOqaGvvrpx90DeL+@&p*X6Nv6Xln*EmyZ2eRaP>=lQ_V!%Gw?@uY$!${FpCNCk^T zTC@jowps+I(~c$zNu&Z!krt^zT#2-DM&@3^xIC~og2+eU6c9wVszIt=bDT4nzTJ2_d=AfGUBW^BGY@M4lg*7A;Qg z9YVMjvpYhs)CyXLTZP+Zf2#X==|#^fju1|19+Q=9K~MLu$MWu9kGtJJA73)GvM`RX zM3)3?((*z=5UBv+gwlm33vi3=S9k9yy?DK9PRLy8d2B&g_l~lQURCo$7D=x#*@Qc4 zj|enNe{+;+{%~*>NY@Urr*xs zj@dDFzbt97+QrXXy>*@R1%zyrjOiWEACfI6XFsKulckm|ZaHM$F1e{Qg4(cNy0fOD zJwLnTa=MH$*}s_X{<(43$!@ zC2Fk|s@B=27$WN=+4m-Wt(9Bd^WIJ;yOVYs5HIfa{-Y2lU#_wy?Yf*P5u4jKKT6(S7Z+GTF`q6Va z=1-cUAD>`;;T)Mb+1oNju^G)1d}Sw7H{qSGY2+`ea3haz$4sldmHSY*y!tNr(7am3 zBDcy9l=n5krdfTIb+v?R>w)|RwsxD)o$*u>ib zO4taqw@FMrR&{r$`fJ)~#27MlmXhDl?(jIT|8U5t)@8oXjD8w_+57OGg4*B+=T;n~V0YtRG>ZYScB?H?X-fv;zH%lJvf zGxGJ=$jtD8+Nmd*X(Lw=r7NN=0_Djr`Ff$J811nI&4rs><}ovFb?zy$idVQj96rFO zm-8Uu@(G*XEzyRjmHaL@od_~B&Uug(3ZiX^Ao90pI#KhlL|ZGeEhQhrn#cT&De3nS z^J7P2CbDOl)ZAl!;N`GvdfVZx;PVM$or74f1nYN*k@3;g>|_2Gh9@j#(_b8xO4RN3 zkWGIMjG>`LMYf+rdgux5#{!KKPr#+XgA+$nV;gJ}^~YJc+^gUvmb^t??xX37;<;`u z`|V0Q;eAgc@+stfN09d|v5HsU)5OX&GahH9hMr)sBoYl-cz7%pR@RM!Fw3OVJY+yT zT#@~WRSZUW!NwHUB(mhp(Nty^{1mJMvgtI|7BCV+j1ofCKFH28Cm0^^?yO+MS|6;{ z5trtOHT;aM7{myERE7tC=$A6ewo|dBo4U%jxH|O92SGx%j>ONJge4ed+p8eB7bJwPN5fQX z1+xaU_>CZ;I7i~b1d`S^W!oE#XmPI~p*xPmSN=glN&~n%V7%3lcMu(A__8bq`t?%1_VX4#FP4Zf%OWCFlsf89aOfh@ehh{s6#vGDBJ3Q9|JfgkosU@qz<7P?iG26pq)Q} z+X`-W4C1zG5VZA`ZT;%e$KkCjK(LpfeMs5%lO{nM(%$dDSU}k}r2&0BFesv60QW?P zpuI%d*0KTJD6MSU7E4OhR<;eVLpRSulYhjIo&R#pP$n5US-%gcVw5 zt`JSWfMBc&?eIQ?)Mtzeitu;ChriM~bRl8GbN%J-x7@P6zkk=^^+Fr(1m69>;{VCN z$)XPJ0b32sih_u`jvLfXjtX&wKZ@3;Zn$H3_m#w<3lBCtKfL_Z##?E3_n$cQx25#+ zgUe5CxV7!>{*{N;`)|0TdH2=&Ll^E`_|>QM^ZmL zBL7e!wIQSMdg?z8GnT|eW-c+iH<1!u=d63VaC3IYiZ<#Zo5>sJq;KZ0nz(+BZ&h>C z(~RaTIS*5FOwxM`+Ekyzr_{}p&N0bJ<-wYr(@lfGCtta_=~)J^?LUqn#;4ZI`i#@r z-aI?pzW~pbk@7?pB_l8n1lBYA?Q(LSjt#Ywz3svhbqLH`5c5u07 zR&}=i9WFXcr^^I23mzc*CyZCfc493Szf6ugLiRpCzjM0t`1v!dmIN4QWc4by<6l~{ zct4lT6&w1pZC4w-FP7}P?HvNWaOHmsPkbgpKjSe#H&6 zk9ui^W*q`10`QiWQbtyj0XdQBrWmXIyb>kjF5#Q`+3rd!Cv?d7Ofz0;wdbcfOQ%Lv zS@u6iq9tXBmY%PHXsNnA|C)+|U4I{iSQHhJ=P>GQo7C)6+uQs!SZOi+%Wl-e(Ozd} zdLBk;vC#M^S2oWw2nKq$53yq+o&;5yfQcgex93_z+L1&`?%v=-OiXmBO|AYU~3cPNs7vQkig&=1e!I#iR?a9jyE_xB3Dz;_w-eS1l%jQQ`#Q6s zZgmQ&TT!O%a{KY`)fB>M}P7?1vNYw~kp>eYxL5?QG4&btO{KQgriQ5Ixxl zHW2)gFbO}bahLq$`3!1Fi)dBqCYRuG!xhDZiIiKNq;dEN%(SpKRB!Eam0*e_4EIhA5V6hegDX~~f$pg#M+upz*`P?f=027IX zGw?^e?G5}%|L3BgLnI_J8f=V)c;=@Ni5*b=5+db7i1Yvnk=`JY(a9$jV^3xvU^xK+ zRSFU!=|hN=f`mvLkq{}q!Oud#z!*Xh4@n3??2r%yj2L(@Vxf>LBP2XAggC_GUx^?t z(!I@g^{)aX>`ws_J1*Lskch-Se+Nh&mhl%&3|Xus_`ylYuRD$W>PSo)i~Q=X$Ug)b z3FkbJUmXeOUco;ESMs-D%JC=!K>Hy8TBZpR(PGe_LZYVxh@L#d2Ld-(#;d<7LgFLj z>YMEyOxLg|p6)(5)iGH}7%u5jb)RHVM+%20#|I4g}M1<4NL&My?fEPhN1I_F4~T?uRwDQFq6cY{>=GzlUQ zz!4(h(kDnI(OroeI?;%n32>#^MA=cCiG zo>rsvKEboT{2qr*YdyQ>-=D;rRjrIW1~57&4&3Yr&JWI`Y%z4X;DIsow1_}q99YW zw||MUUEMYBns&?l^oQ-U>6V`pMBVfHq!jG(H48V#cdV$V-nu-wKO4KgO?B>%*`ZTn zkR7^IC67cRcdREDx)QoocuKOqewpSH;L!v-2Ul@wbuSPz{v5~o_m_0x`Gn5+?q(;s zPhRRyr$mG}ji%mt=}OIh8H7|ktABXDr778TB|*#F|FC~9c2Aq?T1vr@Lh9#Y&MxwE z1&A6n+w(80gft5pk^NK0E1GCMmTu^r5}ZBjIed)8Ow#$JiM89leH>RKxvY$d;iql* zd9Lf0y%a=uoTe4FYDsebDg)zj2;yNqT9K`P+{IfQ5OV(R#7>6UW|9VP|aeFKA5 zMoCFXrAS#y6&Sxm(r!`hm-~0MvWyIltQS>EaMR*Xh+<7&Urm`S*9Xa`j^}IC#gy8m9|cP@TYSc39M>&5 zwdK~z1De_Mx#KtL^Q8;EiF1lwW4zff&QOmh-S60Cc>@iy*}80Ha;*Hx1?jIPE*GAh zZ{sarx9b##%?s|!$5-x&c*cCcvMQ$f6vMi#$NWgMTBiTwTC1mDu4%7SlR4KhdhDU9 z%=xBK<83ZyYQp;kwp}~(+Rq$+^7D}Qc#YaA>d*^IbEB0ih0mJb3m%E;I5jv_reUtz ztVF2T(Z4F~O3>@|{Y#q_eV>;r1qjqUJJ~H48r*jAN*&c;4rDLf-soveKQjwWAtOz25TVbMKHTmv~ilI|T&EAP57&engNAf>;n- zq!`j1p`}W-Rdh5BCGi;s`7?>djTV6#j)W5BCCvL67 zdX2q(`@Ov0-kQT1wqknGj?FzQF6cbk3^0cW7w;cJht0tyX- zGf-&g+T*K%!b0E-6!s9#Kw%Hy3>0>MZC25vjQ;ky{f%B%_z1{(!!^EM%JnRhkC#xJ zt~ki><%fm%5Q|t^Iz-Zqc{Q7Ddp1qn&?df(PQDeP~4#E z+!YG=&Dq0!lNTmBW};t}M0DM2#f)M(=(g^JrS!y9Kd3tn`X< z{mXoj3RP!NoO5ka)q%4<;`0{xoIe5%gi9h&h}kiC>e$^QTA=Fy=lef{u8$tkwW1W> z@5>}S)J$jf@S(24=?Cz@Z1-e(zI->VB<{&U>bXP>w4Y5oa9b+#)~bE}ypA=n~QeMv61u*oMileLyOaJl|{d_#O& zd~l<4?YQ*lyk8mP_Up)0?{ff{R}* z_VZjHzAdhMKFn(pn5ob(wr!v;vY5P)jn!yVjbmqRN)Pa>#earzfm>Yne-LjnoM9Y- z^hLgLRa2X)8Aa4{c#G?S4=UVU`cpwKFeyCKV8nk z`Q(`U70zRd4a5X)_elQKm3g_PN4ig~SjOE=lljH3Df-X}?50zcu#eOEu+hepYoC~go{db~+7shP=J`%`nBGV-3P7RiZSPI&&TZ>oHEuOuUFs}- zPlEeHSXu$Omx%0IM-Ug6)*a?7&MUV`2!`mUW(S<%O-8s(M#%W1N4vKD zr$<}7y>;Qd#k*e2@ebTxdRBb)(%EFmFEX~tHpL8HU(%zQ^W``G6jH<$$&coMyB9KP%2<#3Ic*s0VCt2Bw_>@8K;dRMu3q?0gMa{ zyzqz^0Y>H%cma%z6L{egF#?Rt8bJ{wz{tqMEde95<}jfNFfx_#BuhmRBXJNMA~Y2Z z;KIFwQk4dA;TnV{1LcgwdbB(&YXkw@|EO|?DFAKYQF5#r(3ItHd6HGp%L0#=8R zBMB_vbt*LpIkE$|U4X{9S%vW-6kqC{yzWWb706p6CEmRb2`WHm$4!COc zuTYMuo4!%A*-w@B>Z)Seey%hhgoUKxEDk%xWJ zuKIxz{n=UfYT@RhjuoF_Qt<}Y4Iji8i5;3c2pI;57p??8w93YAXjA3rIy9y80<*m2 z-sh+r!xwT*vH*PZCXX+WOxYJxUwYYW1F}hS{fk$!mdzCJOTN7JR^e+DxP!FiNLpo1 z*U58Q=4RN%&;p*?YPk&Uj2E`;h%HK?P>%@Kb7gFQ0q;!?F;l0nXgeLGgWLrvs5bktg zClA&+f!r?7V_WD?HyJVj^Nv-1|uif}^9^ zkqM@gm-7!4QtJVLEL~5HD($@GEd9P_V>=QeS@++im^_aYJ6Av9snjFl`d^-E5|LBf3x!1Qx6EE{^ z-dEej8wJj68lul@VS`q;)u3u4G}?XYkg|>pQr0Z6k?Y2zvl(dlr)qPf;bo%w(-iSO7%xn_N}aHV@Ef2Xux3|=H@Q=8j# zk#ky$Y%TnadzOQ9R;sOnqF zFMo1xP^KzM-jJ^dayNfEDxAT$t4m_OE?{cgYU{ILWsRwYCKTQd0o_q6!W07x5efe~}Tmi4KT?Q^^~+817geZ%lc)Ru_=_}wyI~duf03XE$NSE?NrqakvtZDoXFjI~ zX2+v9z-R=Yi9D>BpY%^653cv?+~d(wT(Hy^G#P-JMbCU;sq>o>cY5Q<}PZYb~v?4yp-C-*-o`P*iX$`Gwj~56uPfMw=s05Kz9wbE2tZ~ zDbPLQ?uzNA4%j7AtEvd&dU{-cE6}GVCO(HzUSs)rj4*N`g*waw)3;SqyDXAmiOB&s zVZd4#a2N*MLjzz>3)s5~&XD*TR+t>X1cUzM7KU+ua&yDDKe@%>U|MjnbaZm`40iDv?CoZVA{lR*X-#%bOp4Ru#@dq?n2**m|;q7F%RW$k^N zMg1b#C35iH$5m5s#og`>6R(e*@IAM`iMt!yfTNg=qyR=q+ZV!uGP0TUN4_daLLK^edez_MU z)ANXP@~_hDseh0~m4*RE?3Gf~-ru>CNCr`4ol`QwHHb7;hGVL$cg10h5mYlt8b?o% z#OB3pZQVwEFY|Jc3FK*rdlwnQ_fm=Yb#6Rnfy{MrV|;kS1U!Q>+0ZxEGl3$Sqs@9n~~=fm{!^9)CaeeCb2nce`Ki+>s7 zXV$xo+dqiprnK~JKV7mZPL>!?adRU$o=B6Vh!(RfG0nXK<`mP2icoL042XBCik4lS zfa0JAkQ+!&9Zq1L-WGd1-*sP(toG10H`k`o0gi87qG@B62-G4T{zRU;P~N`G&FV0& zuLYY|e`c9=nB95jf<7az1V`uUKG1fcHM9f14_iNlubtet42Iv!T%_UxLGRUjE##2t zg+EtT#>v?}$NlO6ago`g>w`zr#z(;>g?@&-eu_&6d8oW4XGyKs!!B?ig`~E&MLo*g zchowJ<7q~pyx`VcS+lHAt{25TU;D~ZdzIc$v#yVOTSdnnO>d!^Kc$?{F^?KNp9dcr zy6I)k@rkwVvKi`U`UMiv$4K0ED1UyEH*{Mp&S|79{$&F3vWxRn7XZjiY zF}%66osm2j!cB4j5UBU-WCLetRKRT|6ZhmG#k)WG=M1P zIS53tkuahE^a)T}paE*tzef+UdZ_CP+N)6b+PI#t{GJC*3Cl0#RChK(zK z(T%36M89e~f2R_4de^r5v3^jpHjdoxw8|4+)|*F38b0=GEL1$xufzxc<(Qy%^>N-Y z1*8alLyFLu7ube*{#_5x>PUJuXNm8?-G7N~nB(6SbXG@?i?6E6qj~tAt&W}|aUcdB zO2mQmc6{Cg|1PjoUzvIkv&uzY7NeMN!RJ8>DgB@39SD5M*hq6X5IL z1(pnfoBmxwwmOSqnw^$IpivoC78Y3o-O^(Tma@9EEB(^L`-vmiETX|fMAJ7%>^9Lyy4H=9NAp3+_ru>Ak1K$ z*>uaF_a!`F%q2jj=kZG_m1B)`ZR_uN`SYHGCNsa}LwEq@+zJzIrLEq=28X1r3W1yk z3OR5;ap4kat1IQ$-PiniQ`+%DM~DlVq^*=e0Kj!S0M`I8KQ6`Y2H@JnIr&?HNZ|&z@z8SYXJkqC{**6 zqHC_-zEOB!zj4g!6qTi#!dK&O?NK}Mf8zhizsWyZWPH1C?6Kd!GJExP%#A{c{l>wo zQw}bzSwjPXX_E`r?l-=!64OU=?l<;bow9dn&C08m z*Y{*7Pv6`(K5&nk@=DRw*Ewz!GVeF`rUA>omVqv&UeyD|jMG)u{u1h}1~YrJ_XEk( z>=A&KBKOrP8gESM-T2kv&J^T0xVU!-L^YR&stIn^rc^`B?!&$Lz z!g)nUjsZ1pHLRX{NmgG&{bd$-uC!>xF$7Z;!XFJZuIIvU=)USLo2-S4Yw6TbCuT|G zrG8$NIHP=}Y%Ac6J+#wCwm;icJI3>oe%;f^e3fM~((oq8D5ELC^69B;z0`)pnw|^Y zlwHB^(6{Tg6a11Z;cEl|RCG@r3e?)6rN>7@j)~`cV>Yoy0f4;7f64ha=c9g(23t3p z)1t|!Y^f+hYracTQD(JScF&xi1VOgvji+7DDi>k25N@3Y2o4`0IF}HD!+y?e%w|31 zK-bOP$vr-H>Ss@$rE}E{TPkfb>>CnV8i!lWT+c0UEgx>tsFs1yEbc|%kpjqgk~c0N z?lf~vFR}!7c{*p@h~VRpS}wU@?U!<`H04LLIJj;ov$3&dljVm=Kh!N^63r@vNaKwV zp|vT%K+g(*6&CCpqw3%Q(am*R2$m)67=f2cB^WRm)#jCe8Z$h=G2SH_Io5rI<&^VU zsZ(13+lgeALcS-mi(|TAhj?wV`vb|n&PMWWjzX_xSv{Hd;$073(14Av^=_mkGAw6s_~MvZHSEXw7S?{?)Z?uzH?0((^rkjBKC zQ2t&$!?B^cwcZ+S-d|F6A$blsp)5;+Q)Tsz$Xj0o+t66fVgcIW0zy+=)wUx1CS0n{ ztMyu+;w#NnZgNf;4a$OTLy5c{)I8q(1t-o7T&lEFTNMJA)w$YfN6M5!S9ibQ*m=xQUaXe7R-pGnX zHxOwcs}9n0^pOch4H;yBGhU>ROi3F5BzorCu`Hgp)b9;M(^aMw$oe$JF4X@zUU-^; zXu8UTmi+u~E0~H*XE&q&2B3r@^f(I8W6(>hkzU$`^i_AzS63Y4g%GSW{qwoGKt0-w z-mZeKv;bZrL07sG0m>5#=t@|mD@~5Q%f%ZhnY?5G4q3x^G**HKO^UFu&xxb|`n{f4>#v5X-cNU$Sa1 z1T3}VpMqKx3{g}tB)ANFPF&gwRH0U8X)7G8qGwy*537XP*4x4=qWqE#?f4E@r3d7& z$~t~YP?k=yN?R2~H=lwyt=%1XZYAP74cmIad{2R{w5kJtmy2H#DBmqG_(VJY?g8Sv ztOzvLDWv{P?8V%n)d7rRS(j05US1@ifKukz1!Q31TB0y9munl%RC_3vIs zW`p%h^2K@Y#^s7Y@b9^x5}i&T|CzH1XGbUXF)oy z_T;~F0HMqmDVt~yl3|5Dom~2aH;jd!&BXGf=+)hpYJuG^)5reEqO$O;; z_xb3#$bN|PAtukeH-4pfvo@UCLG^~G4V`Iyb8Jj-;s8k3!OaJX!hY@PWh zdZmRvWFJ|O+s8Y8!Q5BN7solk>Bo6yDoqSvF@GJ`2bwl>N1$){p#VqLhZq5`Seiyd zlVtB?d~YP+)v+nydH)@veka-Sd0n4pCK!Rxu=$s#_1%4ef~a6rzMc5v%r-wC;~lxy zZDr$XNSO3L42di|s2}WWdnE z`Hdp>IWB}M?S8m+_l-oz-jk{uPor&eWRE&JhuTnSzOZ`tG2KxqQ+_>z318UTy0+y# zZHLR`O26!Im+{A>xw{Px***m~St^@#$$0_j5}@oXX1Q*fTL{aw?XoVp&?qPWbtmjI zUpTbQyD(LkFWYPz&^2kMM6(kA!41jdqqA!vRid?4TajBHA9(-QK~X0ZJ5kQKHR z&}=|FZBeFa`%28hI0!V4n38kpHSnMrwZ#{d>?_IO?O5eQwOcjTa13?&pyA z;lVjZJpDHu4tVK)V>?}Xu#tPA(`%VXg$<7DwzkLgdNAhphm?c|uMAb#uvgkk*XJx_ zE_)5DlW-(=zsl+@?J)~Zl^(oa6do)Tq_APPh?nlAV~n}1cUhgdS914nUcI^9WPx#M zQ6Lcp_`?7mFI^S`Rwr@eP3`H63E@?WOF^Ijg3lX4@Dc>fAP_<$Hnz81(Jw8!{wzFr zm50KHedC_G{@)pL`8rsfq+W3K+ZbL~aNCW{yI&9?Fkl4?kYbjew+U`xX6cJUaC5`G1a2m{XTv?jBz^HK+#O8Pw?4sL19usd zbib&S!L8sAcFr;%&ubm;iOAhLsqYRgyn4TJ*$!->tOUsz;4?SFkBDVttVoZts;*(R`V_CCY{ zH#6-9_Eu9FmP$fP4Zu7+npX+)ULZhOZGv?^j#%gOD-r8F2eHl_u#_-jougr%F=Cys zpn0W(mz%_X!pdWO4nI;ftbeOhf4geUJ`@`z1 z;h?8q)dHsk-&VzX=2zKsAJaQwQN8S;}8wh=7aF%b^tlZq^4qAD- z_ff1axi?d+eB9qtto+?yQmk&cr&6qf+`SB}@0Iw$uh?h(pzLtJ^}Vup{n#6I2U_(+ zhu#~c^)z+9=K)^kc-}sD0Rg!m!Aq;oGSRO6XMeq3O9qb&wuMduGMKMTPn+{2&}nMg zoF7iDc{(#McAc3QtIo`ep8aP^ycQB*r(73$jjRH|>uqXRnKHSO#P= z1deAo&zXWFGYiJ{ka~}rBODowIz3A)AiC-&j?A8SqM=YPEKLjdI~*AZ<&zHIxOQ7t zEzDDGc+-?Pd!O~7=oB28UG8K`TmwH0$iDf}FeVR}Me?)Omg|~ zlk_~ThL25VGMN>{XVTAUlk3$cnh;j*5L{nzQn06pyt>!^sbEudTakTUeR2K(C41GF zpqYUDidye0eTwz6o$`rA*{m->fEstxNNt- zC6bdSh~%J|L~_*xkxc%DNY0j8OTMs&ba2YGoO_2_Z!Aoo%% z?Wm+@9j*={^KQs^v-_hpqem^)NQir4h6w{|dP-4KjD4 z+v|_u{o+zAVTmx!Ek&x*vkIV+M@B!7S0Gr~HBd#~>r3`QcyQ z&riEtI4taq=we?xK#p9V(y8QuE*5z=K#RbFC7l`zVjO=5qnp7$-2$w22{BaP-O*# zDsKiZYuUrWD^5*JUo`5g^?)Br`1%K5w zb>gD%zguK-q@0J)KWv9aexJqicjun`R`bvP(>FvT1y}s`%TF#c@zc0??D?yoY0Ahi zUz2>{WCnrHm6jVPEn(!gy!hMK`P{6Vs~32&Zr}U~zj>a&=x%th`imMp$C~WmQ&)P1 zHCfH4-pW9{E%gzn}#S1`!MpWZ|%Sv z0{?4SiX{Lxe5f67c!0>UMH*KP(||n&tj5k!Sx?(wynOru%=9T4%;6OY_y+ zCkP#O#i?m+?5!q|rIrjVl+Pc^|{)0GDnkY8!!FBkfOMy>|}xv_`Idhp^TnCvly zMt-qx^CXR|6V|Ar zQf&S-F=zxnXq+}nS6)(2T*H>Q5HBOP#^UG6>R`&za3E&M;HB|SMHP@;u;;Fs6atfN z0_+=rQhufr*&uTvcNrZ>KKFVGrJTR0rdYTx|AhTH-l~eosJ$qVoo=*|{h-@ZRF)?k zV9f)WWOnFTwKX}7EGLg1r9;S&t7R1`I{*RSO3u2=0nmAn#YJhc7lN?nR%x1(=;3nm zT|;FVs@^?LifC;*e%bXSz3=rVttEGj0nZUaCXpkTz!fA7p-!M15U)}AwxosRhe~>9 zutc5)T~7DW$jQMxPb(2T!Jjfw14_F$(3d$C!%DJ`VDkBM9XUX4N$9P zvb!tobeN9rU+uQwt-GOQ_W~a|!Hb#>2|by8%7u**<+dC#80E2{Z2a!)M-nyMCotxC zd+|!g6Y=)PD~GDE=8+9>8sl{Mb14h`S|AMuq9jQYq^D{1r2#yAWT~@zWT-o+haxdo zP_+0EEn1v^pR+w5x#sKm?)dykj=AqIIA%9QJpsq;{~L}uj=O{9MLuxMURKfP>w}tf zap&I#H4DhQzsxUaCj0plPseTx%9NCLa|zm(0Z)Noz?gG$%f6l$+c#S*pk@8VmSjGL z8%2rOoSZ}3_n*ZoXwh`oYqCLrh7^)K zS7GURKl_++k#4MaTK#P`_Usa@c4x634-yXCg2qi5V7%{|nJ^n7jfF*aJIw ztdBk#bco&nY#D7839Ia4hpn!l1vJrUbRJ_gNDLMaM1xY$AWj%m_;XO~{M@pLfbAG> zJ50aQWt@VwZTmfFNJL0V+X_QhQM(@-<_Ji&Kq_Z`(k4dU=HwmVmm@BWH7hVB&TuA%Y*Q@jw^;!EIV*$pUh#A}#6(cNuGwXPbUjPt_mYAUaNGF9@&fafsiPi|N|=@0IW22|@iNmR*0u+Li9ZyD^% z1p8lvbATu4M>ib*A#|UBZei%Y1>J9;+XQCAw>vb^y#=}fWPW)Kx(lG&2)g0$Z(;FM zFnhB50dyBbw<&a|LO0BAh3<1OTMA}RbSI(T<4^AI@U!~{z~Db=jKW}m$lXHX8m;Cy z?~8HqYs5*xvwI@P%qpUp!8|cWF}B}a(meDrs%V!tO z3Ysl8SA#K$RiFFWW)G8DG{G{BwMmEc?>^gn!DLR+ydWkqBv|m9Ykku6%fo>oNAx3R zb}#dJ^=H|08ack;{#_!G^XkvDnHx`j!Ff7x9k?n#J|nIkX!GD<;QP zs`2;gkS*pUo=$FddxMp4!H3z@A00AF_UD}7mT^kjXOc6sIufj;dx$v|2Z^qCGo@?x z?(8;4(6UJeJ&r7<;-s}*y02w*g}qhzk2J{-C(FIh6m>Q^G6@tRH(sO-{ zsw=Rgvn)U{VZr)97fmyoNQG0d$pvGzh>f`8lB;7VJ#g#1^TT%1a{GY*977)^2fJ?b zgT_ppyxyj9m%Z7CYqwm@G`(T8^<`eY#2aa<^bsJKQOI^1B*WR%*jVCB!*P0nDBjVx z_W{IDu{eUy%Car2Eo{HD@;8Jn)ASKJ^)Hm2Eo8?xeThwl<|S%fJnnhc<3r3teH^uJ z8R-8+;^E}l`8-|Kdq?anY(h2!^tD*skEdu7%}dUM&>~K@JAuwE!vn&%@DRRb9u^i4 zAaepm;mtji+or4*lF0n9!JMbAsnmlc$$J{zBL@a0J7{VCCd0xdq!5wwv_EGtu~<{P zEvn5tAT-WZEiDZ(IZtc7TFX&&tW|FEh{@60Fq+BRk>BLEm5kLMCl+lZZ_@VXAr|q< zl9RRG$hwtVnD5kWY(Fh8SHx3gG%8Ue9vTJE0QP34@-t1Z znU#OtX<#;9%>b0Kz7gT(07)k|d9%^4N+rFfe)5g&Lt}To5_x6w!#0kek7^s-T_9-P zKkAnEz1c6cDPXyK4ovDG(I)BBCtaI5Y3pw$andHm(kC6GPr6E*w4A=v3i_m1w4L1O zJ1wT~^oh394*H}^v`P3cwBxbUC%vFelA}*zr0?{RHfb?^(uED^{A}O9p)cq`dl?_3 zy|~j}dgw21w3kNO%RU#{OAhU2ofGZl3hkxMegnbo@OoSw1Hq2>m`)}W!EV`l+*b&f`noTNbjaxb5*yQ=ke7`PXT^kl8&aKI=MFu^L= zDkxoH2bIDxP=Xu>)xt%gTDXpC{WeAp2fzIU%x;Rl1RLvw>j z&pj`n?AB-!P8eQq`(!^nj;*o!~yF<Y%QuC zKP?6GIl9IqSc<4<^@Ic`ZOoZ%@D+pAxc0^QMpY2XI!ViWbGKeH_)r{E@qE*qUYFk3 zO&hK;D$(>u^5Dk0-r3SS!o4tg1RU79o;7xUTHGC?Hve*3bqqm*hK85Eo*mL{xZXZJ z#LJK^L6?o7d)m%seI+KjhdG`(zLNHBoeQ+yR^qbLtF;^W60F!>>S*Qi`RBgxG!Fin z6i3#{3GvN5_Z5}ah^eS3>ogCp0qGAX*%W`7O!@{;t{6t{0Q_8nYI1>{%G^1am=xDF z3K?i1_MDzd5S6SjD?yR;e0`95*^4|7?|rtZ$C76$o>b%Qlw zy?yd}$)Jp-g*9NGTb8UQTB6K^w}je2rAZ0d;5>3YE&(NBK3vvVJtYaV_bF#il!RHQ z4cu3TpZp%r`+1vkbF)OSuL~n1yR!(vmRWrA6yYoy`C=T23C4FyBpEr1CHf%7VE- zSuoJUQe|a|Dcwj9YeHFlB#dlm_Lm z){^DaaNhl`%^9Ns!4?6aUO~=fM+hOy%_(!{gMUK-t>zuuhU`!R=&dAJ(kY+?jdFF4 za(Ld@*pB&FYeMk~ z+nx>g2p^>5n z4O1k62Ew3csA4lsOn+yG(&s2&r;+eSmM3JN`e|9B+o3vcYM%JTAT`wv^^1vV(hik# zU1?x;v^r7^vo|)uf001+UxXbRo6bi$5I*@e-e$1w$IZ(r%f9hN$^B#jdSitylNY?X zqI2M7J#-mMe^8@3~!Aqa*9B4qYG>sKUdGRA4J&^>#18 zk6X3=&VIter;qVMUOv2=WAQ?YgoVdNtgal#?tb9In*wqL!ovL`R_%KU3;9*+OJOjF zh}B~i>~23F-cAsJe4&VynF{u$gossjIO)=15vx1LurF`<@Sakw-}s1hNnFHA0|YmG zc-@X;U(V-{bb-O%KD;>9`m<4_OEMq;Icy)QTCc&yAz2wtD!2ztMS@=pJd_B2E%5O5 z;T3(1Pli>n$Dv#Xhoqqjl*{npjZlSh86>40AON|i4=-p+g)ms^F_g>j;RQuWIfkUf z!y#E7i@y$X_{N3Nq*ka9*2kj??Z%$_e3{gmBgZb;2Aa|X(3H--0l|kwgmr)t`B3K1=a1nO!tz z!u%wrj|6LecU@TX%hf{u1%{SVVu3hyaGRuc&>JS%FMHr_{+07Mq9EolMxW>#?1c`nHK|%JwA=P%cUV@p zKZZfA{nqYBe9|qY!k3TO)gUuccNTAYQEPQYjap2?lzhsivX^`8G-1F*K4mqo+={){ zc4gX_ep-__=G#0@(B|(~o6nDmp>q?*t~I*>2MuS9%WU$>Y?^CZ8Zn`=_>Tx$50qjB zKPRvanFocZw|i56D}bv!0BMEa9ivb3Jl zLb-$(v=>k*Od*}1 zaMsRCn6W4e1$E~}{3>q$-uv!(iW3&3*XEN-3%e{>kZL9@NOvkijntgw^SeQz;2kjm z2iq1sx`WNUM6sw2%88nSgDvQXJ`pAwPuZDX+xJ1seO#$FwE`Xzc_o@e_3E%hv&{X@ z0@~zr*V2pcN4kb5lSaG19MtIpXmyy~gcV5?y1yvHQcGQ&NLafNe&Htlh*U6tdhyQLUG{+qmdsaoEtoksMS}tr53p7 z5+B1f6!;z`YgVvx!>i$46Vu-pE8N zoB-ze-Zy`<(pwISUJrBT@@#DZ(nSnv6mF&^H#+3VrTI|?TN zc#gedQmPug*-S(cy6>{yyQIu`c=t-LheCl0?*Vr{eZ{DBYxE{Fo)^ovF4TnX_0YZ4 z>*1;^3h%GK4DYyNP-+{!(M(!#`Br{z)_eX77!U881Kl3boge;mG2DT9@Ps=s7oKnj z=D-u~z-)NJ9heo)y#Q0nYAj*KxRPt@+^a12E<9s+2blAz6;=vc0yCgn8@k2K)<$w} zUACX)-qmo1cK|t`T6s!g%k`A-y9+c+4;hP@tz8M-Of2@81sX|Rig}(GE)qv~Rv=El z%KI!swuG^0wVjaGa~#WSW*DLdLvWs$xyj7-3!_DE*r{4|`eijlpAj%x3DZ z3;ps{KP&02v@zPS@ags7i}iT-mFs)Ho)-0t~`nfBN&Vq*;>dcXnc`A!@VOwR8%9}Nd(gD@Y&b-k#{=^`5LrxIw*koNTzKS8z_ zb*>zO*~`ZLdYL}MF&tfBQ-3&p^w$PBv=swi%!=TwSUH zJ}xSuIO7*z+EmyXxy?MMdC~xOzF?S9O^2P^Jrw7&ONW=v_GVjeyDMTYGe5x2i`dHz zXTr|Xk)=z#{ny*>iCD$V53qB|QS)Ri-wLgGI_zw_FG7a7;dr~hq62#tz|MkUpT*VM z0~If`OGlRqd9w-IDo5;Q=2tEyYLd(lMpN-baLO zpJWBg%L!{;D;v*L>?|`Q!t1VhMs8HFdZ)f4I zrrn*28HChGw&meBE8dL_`P;MM-BZ*yEF3&u*%>{VdwFyH(UX~j#QcZiYG($oW!y=} zI3Q=*=>#jD9%6jO!I!Rg)1@69oT*XM(=TJv)zss7M^k6k&;mP7kNg4akP(!Ac}ToE zpB{A%nSkQR4*Q1XpE!{^~~&C*$4IFgZcTdOM`P>x0tmyTw6fMI8(WZCFAltZT(cA(ybbdGFugZt}` zgOj9l9*uOK2nu^j?R*YrkyCz3Wqr|WE!{^?z6`m6`jK^q!F$5XcHq;XWXRA9bkYsE zvU*O=c{$YK7rhXce=&^95Hn%nX_OOvlKiUcTzhivWZ#sfzl*H@vuzo6|K*XUEc-F;BmL|A&6f0U z%lT*9djIt=F>Twxzu0zTp}sm0&!T`eb1-tdd~G4XuLl@3ZhA*IvlpwqH~jcZkJUS_ zVR!In@sS~Vkcu}&;Lj~!cVP1-6&oC@m*NAdC#iUeYQ5AAADOnjgphN`ux$_E)!Rqr zkqWkLt4Pm-BOpDFZDWPzenN=NaqJ^#-h$>z)q3Frgb+h`z!)t;o;{aQvnYy4hQpN*hk=@s)fC_KgPd@<~@)I!vhuuUsY`+=?IiaPm3lU z$%p>=91g?KeAA9#N#?v(N#DfbY%?-v#_@rr@c13r#TO+=Z`o z8XoYqz+klnHrNu2x523DJZ0oi$L%NF22Y-iFo(KC6zNS1NI60J{g}?vZ@aN3I)Xl; zMlS1d*M=hSn?Hk~{W9rI(jvm`PpHEcI$$KXC7{%~Z|6DFlHX2RX`Jr1LKVn)G}7iL zdc!&UHx~ov%xf;^%xga9jBA?B=7$kyj>gPusm8C@H@`JFmfz}49~)-%GM<-wmOZ<1 z;TJ0phq*bt|Eop!|H*G<^}|8+8&A|$-C+m&ObxC?n&CoGXSbg zWMl@Wg_;z||Hrs036%lip_?6ptDb8Oi9awrn zM?9m#P@5d8G5ycOf3@xEh*eDd``eWj0fLS%GxX!MNYkK0(CtSQ9hPR@EDgEXv)XnY z*ls{kIhJP!5Hvqel{P@ol>kA{eD&kD0hbt?KBQ=N;8=eDQ~`#ea(4V&jrmD=cIG;B zyDGmgb4VvtZvcrQ+?`Se#AL ztGOy&4H~$TB=j-jl@*45_9c6KrE2X0IGxkF1jt$QTbGg>nYu&FCKEINvxhwQ9&YCVPHHj^^|~%+dUwUc5nA$@$^(@?vVhL+>#kd-2dc z(M?T{-1A;c+G)&6R_{hek_W6{r?CY*2&^jp++?X!W-{)w*34&66qJE!9^_(%^n_)h z-j~w*GW$v(J>f!`4Hw~G{$f$mBn7>Y+9wG)nlDj@vd=4CcXKBU_tE0tjf~PQl8f&f zru(K8=lh>nMn=(AaSdzZT71E`1lV)h5IApq%=0F1j zjU%XDv<%HCC|%HSYz)j)P{s7~-3{N6|4gr#;v!Yo*OK#jB3k`hAJmUW(dvAg_Q_ED z6wYPLe#tW?b)`vYsG??pYER%xuXF78Oiwd7PY|TQ;O29#a5rqBf(nH0ROp zVir5WgXE$Ublk|%IjZlghW{K5@ER>ZUL!;B8W|weIS^21?-W3t^%3e^46da)KrtT& z=H@Rb=D%<)#jpbbeE=L$QyY&Cla+?gBj#BSG0!11=DCf=JP-Y?m=n30z_Fyo2#urj zcL|9*$3Q?Oax9$#f6_PPSh9eI4Qd!cV=B^&fMX5hZ~7CY`R5=tA=hujzoVI_GtU!9 z^A8V_oaW}4Nb?T>`k#^JNq>`AG_GIi(au_14mAg-s1q(_ydfmun|;>hmI-%7N=ln7 z1Zib7G?+jVpmkg4b$|{>tM_=*t*JLK&If>TUQ7VPKJO z=|eX##A|A(_iuDl5AUZ?AFdv8KXC)P0YSb6jPn72geSXmtEu;$fC?S}=D8F2-VeY$ z#{%|o75x?ypPULs|FO-# zS}guEP_)SZvCaR-Hvj*?HXpyrdU-IRt7OtBLbJgvf0wi&ldg>b<&0v#r3&iKT>}#g zN|Mu9?fd|&J}yg;2TZXs)O%;$P#euLwX+10=j5T}IVBwQTs+^v_L2gQsjPyq3HO(G zM%bA%6?L816Y-P_1=5g`x#1q9Cv0|kTDLaNwKBPOOCtzt%@;XaKwU4OoGlPSJs*eg z=C*Y-?AbLi1y$$7q-C_C;In3PT8McgBxSCmC1nmX8yh?9L@R7H8DD;oM%75jA{SI; z&|iHN0X29~DT#W54A0^xU3 zkAMV*C^YNjZzvj+Y!L9C--LD1bf7;A>!RsEx0!&MSpdvTBw}Ws14P3H0x=+J)_erm z=Az_qTqGBCZ$@uF#vao-;YGS9&0b}zfIU3d$Ku{Gom3Vdi|yg~Q_FlT)*jQ@5<|Mj z%~AC>7Jtgu$AVK;CpDUMPft~+Pl2#4OjYMx1nHhAM^*h}eCrXyHY5)x-CM^|Rk@dt zzU?tSV=YHj&@t>8VR#(Jo{@r%NK!4c2reO-q@|;(UNm^_oxE2`9%u%Hhiw{yFq}zf3Pdtlz^U#HS0)Qm(LpsR|YY1a%Q`*g#PG9>ZdQpf*(1;Q|gD2~Dvzh)c z5A*-FB-B4C;=i)UOv%GMl|lXiEBj8#!#ssSo=z6iY(c)XJj_!V_@470b28IBS_sO`bbeJQOM2Erzp9t{%YK5G zu4IY$t`}JnljQN73NJ697eD|6y+vNF5>ZB}NQ9coHe zW>b`v*-dwWe4jTeNQThk9d#27kB7a`DCBE?OUu_xLyv1hH?&F9vNBgW3aLGyg~B-% zQ#8w<>RFpttL375TTm?y|LR(Tv55TJu8RJ!2z2Oq{jVl*MZhUR^Ub?ts?< zcsq_oBG55zeSLAQXZuLq%K<;Sxb3zk0+pEG{S*CQ8Rtuhwexi3Da5nj{b z)iOhQ`F-)Fd8d3YCe*C_WS*gX=bre|PvDUAWcYJ_5HA z+;VVlhg;%Q(d=cZEgqL^Y@WTal=`Tj!MAavHrw}L@%i0FL34Xdie~qvw0Jnw*u2QH zl=`HT@nEBb_L1*F;_J>71>MA%6zzYX(h_Z2V^f}DDb=Bo!OjyT?(JrBFalGf(yo@l ze($!px30-S$9)`{Z)9Q%RT>rc27N0QPWj+)=z2`v2_LZmeih@`-fJrly6$7w?39Tp zR9SM&IJR(Iit4Lnnj+;_#TI_r6LiUP<-y%sug3`8Ei7Mr$oO>Onv|`tmTK~-Kz9Um zA6j{E-|FiztF9N8FHtt`C|s3d`)Y}%bomuAeuF(h{$kM04&7G^ZG^7CeHrdcaC^gj z5pFNIJ>k9pw+Gzrg_{@48*?iQrm$XIq{*0aS!{0E?w|{wg^G542{c*Z0Npas&7X4U zBAe#g&6mZNUEdva^_5W3o{xbhE3FGRFOf99tIP}C3pLlKTpG<Yiqe9im_v)d9pql|Ie4>t;RX|z zK)pBpEAnrBQg9Pa^?KDyU^HY%!^%P=EbTp^WxK(d2uHFq-{9A^vvr$@~?gTR~mQz$FJ2B!a+&Tb|3dTtG-V= z2#^9-*{{{kOJ%)#PO8%*!-{=2p7&X?z%LP6|f#m*!9wgm_-rg?qxj?T@eSKpe*FIXHng4{lkU(h9N zgwfjLty*Y$;> zc{$TGM~2w@7sSoEQMWOucK#-$8MZ5Sp{EvXq?P1qlyXCdypjWB+~42bFbWkYhRW;u zVlvx`CKh~A!jepn_M(;JI%(fzI)DmwwT3jH<@mmil%;x$wlt8qje8sF*%awzKf6pJ+oL@kv&*(r zVuiFB*JA!OmMd(v414CgaxngFKY0$l8{nJY&Y$d`Tpr+?A8Y^GH)ZQ#k@bJJEyL~^ zNB+&S?QtLJU*|V{)4wg}pKa?s^OyR~((Q49liNml*?Yr}`~rR?1KU#EMrkwk<@{-) z*Vt+~l;$tw=K7^SXT)gmd&7!sVlP{btXpPb&)4jI_5n?YQ}mj@_S|S_o=xC4Qp6G$ zukTrYfWZIqG2UnghXX(;{9x!XTFv3`7C@EOaFV}NEZ&Hj!{Ja2$sZ_`O(7tSB>6); z(WaX|GM^(!Y|s>f=AOs+-9Ws&g2w|N8RO&F%kwxKlvS{obye#l09vtyCaeQ7RF`?+ zaRPf8aGBC@65C;so+Q}I@)-6qG&e?&*iOJBio|vfI^aBqJ-3>bNg0OS#iBKbocRWihr$HSMoty;eX zxSv0|-Zk2$51! z5MW*`1TUA}*7xuUmMK&@-DRREZ&bO)N>6^%;@rRa9k~qRkABH^Ge>OZ#Vj`SVuUn3 zzh3{vX?s5N9@ODdnj3ZXx_ZYBS+7f@J$ma^yn8`@@)75d94@qdZ7nK0s{epN<+ zMrCRc%&l||!IQM=c_uz#ow9RumfTQL6PRp_pmz@cjc7D<}7wG`bQ!UFlLPo7@ z^7OyiblPUA^o`Q%7yXTawjuC9-kM~k?0u1-u+V9n2pOh^{q09i`EJvWFO6{ND#bTS zZ^dP@`E@1iZg!ga%CqG&?vy(Jv&ya8dPFvEe|IgLnTFi3>AQA)z%y1Rd|d~)P4a20 zdI-caQmmg)%>FU;pmRCJS*3do!L7<(0s^U$AF(?hKp$^_XEscyI44n@H+H+f9M6Pe zRTzi4_7+uj$qqS$9&vl?WasQ2_-UX3dRGrQ^egZ-=QPNCoRl}_$s6KFUSw_1$2`l@ zijMcNL$^!z$d7#&M29*c6a(yC50t0Il$U|qr>_00&Kh*=#ady`cPvihC1 zX{#9uMD;c;untqixU1Lg(&F>kH^BSxr;35M4v7bOpsA%AnGf{HtNaJYR=85nJ>= zWA~ndvgq`XZpYU{bJJXJhBSR{E9!EQstxGgVdy_;QaSg4%dmYYWi0>R^}O+P_w4KA zBMr)ZPW3_5uQuk~)> z|59jGGr%@U0NboUuuTDiZBQKddPL-$0*})tMC61cBIiGnSCB^J{EFTn7{|5t!_Oo; zli7Bxq63I3i6Ym)$D<1^Q;yH{gQ+HXLJGt_C%&N0lN#Xd$q{gmQR4VU>-<+k#q+)zHehVYJLjiEO zi-E6=Ar)_g$0Jg)2Jp4O>O!paUC;tRyD0{|_^u)$Bo-b@gpdw+fEKU?Fx#6xqE&kd zw=IrgTkZi=d(lS}a@e#C%TpRpy|xS8U!D`8x%kSiQJo`pCkIdUxXWK%xm!>$_qwu0 zYL7tbU9FYt`K4AA@_)vbfS2m&HJE(@+XDV99pH5#lG}t;1a}RZLaI942MD*5ALBQ} zn3u8m&7MA@tKb1Cd)_J#ZiDi*+1p3-1U$Gn)FJPUi8O~g#30uH#TweTiUvy9?vayTI)xjC(Z@gJ0Tw5WA)|m~>zx zHLj~c#3bOGtW$PtW%kK80*9~7TSYK4FkUXD1OeQH-(437Gp;`k^gf{7s|IzsHr`tf znV!pD6mGP+HfPn;9D`HLKRWfz=bq+$496P@0G+g6A}E~Knl z8j_22A$!IvF(Gw!|B-Zq&pg@0+NXSU)<3eqG}7`78ro6&^3{SlHRDDWQPZVOJG4r# zGw^Hv_~_7b?=}aA4R~$Rx47eQ9JGvsrV0+6wzQ8&76XvtPp!SwlTG|LA9e{l?b9)m z?J8A2at>;h#xjIVe&DtdaT&|iN9we|J~SAYK2lLDt4|h4qNy(Jjh;Pr2|FPD3_XWT zf&@;DOFhmvu7Xg}Niw&?ei}D{zjSH57QYTYOmp(DL(34(ysfrZs1{P(;KRKz&J$?| z<0@WykAzoretg5}98A){IQxKFIgs1K7}A|}3@MwJ9Gph(J+sj2o?^P$t`#3esAUjU ztKu|Nk4ngZOgCw2k_!ioDm!C7<-OGk>DHQ=chJHv-GY|t2I{1zox4fPKRCgP+h5xt zX2CF04Mov2`b^~MiEgU=4b-7tx*Dyp!6SPVXW!mX^=MZdglWC0?Yq^Ym%qfiM9s}lzDbhm;ypUV zd`8|m9W>U7dg%|%+-KHH_pzU>m+oUfy31SAQ|qO>j4$niXeoh}Ve)0e zBlr7h#o;FmGzWwGl*|_0!+|eut!Z#rKxm_YY_6-?=h|YbOKCqPyu(TNiXENI;pu3T z?9)3PO2g@-B0`OQSlVxn<*6EpxvXvLD5LNX#OqvC)i*7mF$wrznjO zLI2T5d2EpWa|P)?DEaa(q$IuhZ%TF}zv*92cC-ISvYQr>XcL@{H{@E53k*uPK|C@J zat^*ZsVs^TBex)Jh7Zyt-$uHP4J2F^MX3n?tf8wc?^huZttI6_9>{8ID)kZK8H% z-J#lH-cqyvAA9cs6;-ya3oD8!2-=b*sjZ-rK|w%3K~R)r0whRIl0-rwsYC<>Y!Fd$ z5Vb`miDZhXARti-$wfwDky8<>{<#ZLJDu)#|9kFx_l`Su&8nH!+QA-&dDi;&HwC_+ z^_XXhQv(V5&E+d;>)~q<+70gaFdt<9g;@ttQPSuLBuhf_pPRcOx&@-8D`{3jq|v`H zs~{>u8jXTvZb<%f6S+F%D%0R<_2H_E;Oaf#E|%bK=8(JkmH;P9`zHeDN&5#PXh>`h zhl@W4=Q#l9+Xd&{2Is#6*YS2G?OV8by0~bT7xMmrV&yS__Tc}5Mti=t6F>Px^X&hA z{<}YczXJ1oN9}YT@c*;Vci7I5%7Z`se4FC?3t&V14}SOgZPF9XGr#+guWyLS~79;ZC_h+t@T~kil~08%QRo|mQzcs z8OY_4H=)R1SbmuFtW2w9P5d8As9b1ede% z9_)^7Xj(hU@((oew|8k|vt+E=mcWJh=t-EdTnX`|)oz;TU` zC+@b%iaobZD`??le{bRHZsWgY7DOXum)@%WJ0S_Bz3;~`dG#5)b%;6vdsfpfw>1pM4_KCH9@!Z_t*zLi!!h> zMI1!>um_R*u+N)mHCylCspv#b13LStduvmbsGr3h8YpYaCH-FBgsvU+d?eGRXbS;~W z!Dl>S#jn&;)wXgTF-P#;6xE z3%l3L8n?uu-(Qy|-7|D0vc8+Kwtan^bg#z+^hrqWf@BON+d^_povg7-Ec*RxNl0)M zL$QE9DFFi=Ab9|is~{N``dFACnH`c@Vjw|0nrf^TTGd6P-wTPuKpU|gTG6$e>da>k?)okX@%huyPmSSpJQML3zU?zZRE~eHJSxavVW+a%V*|`QF-6rr0 z(rpaCAl*jr3({=}zaRhsVgU%yc7OnF8LMUj2v8tEfXV>^WK@!GE!?dOVF3t-@pIc$ zGXVrB5FkM100A-r2#_#9fFh3Y=_oHf;^)SHU<$Q0rAfHbDmQdF`#vgZAI(kF;WzhD zPeEBY1WGjGL6lI$bMQ?ADsUf-2kPJ(^&=p&Ja5!9K^#GjfXs4(4dTfCM$1CkB)uWL z(kOvHq+CvOU!c$PQ%p3{{(MZ@yRPs#?uUdkkPuw?wjl`Q7m#}(fgk}O{vdZj{6Ks` zd@A35yaVD5avQ`8BmWZGpw}txD{`Q z7-b5H+++Vs&cENaoLE~9Qn>XehnK=14%6S05+aU2c`ts`Z{Calj{$(lxS>BR3jN>c zd+}d&5#w0iG4q_&QQ561r%W;@-!)(hCbQZhue6{3PH0!M)~(_P+8yGs%KR_?f^^5l zHQeLreWvJ4H@PYauKoeZq?3xzaW&LX*)SP(TclbF(tb#Ag=5ip%W*@VY!yK2Xwd zRzgXG8Ak|l)Dqm((lXHn>%=?X){wIDbG7w!Qv?J$iupQ07;kSH4s!HcI8XX!Zm^L%u zOiam^UF{^EukE8ch1m%$Ab7lHM-ke=L7&fY%o=W2U0f?yiEI4IahpG-k=tDy(r|n3 zvV?59@lf|NYmz(_FiZ0^#)8akRp|OI? zUm19^7G~6T6acYJVLCeM2Q&~YGR@A`1IlPoG=2X5?2%8)t12_(B_0P@=DOGvmlzkf z1_z2Gx+N~)5Nz{094G_eK-i}f&6L($7RPIsJkb{cc8pXw@7l~cn&PHj1$V*1k-#0` zYOZ%rKwdcWYKq&G;^BG0W5shB;6P{Rrk3Ya%!{J>O2J{f@(iuXfGfKY3kJvVI1+|GH^rd=)cv)kj2pK~r-_foh@g~m{ z?@bo%?~7Vd<7wtB)}dOxH-kfPKq=nyi+`=KqyQo)#oO22J=9nO6vX&f;z_;fUni^& z_N1o&r-`?l0Fm_fB1@?-3b3WWm-x4Gf1iX*6n{IxsX^fJ--}x5M?gw7{H+Wn?z8~N z)4vjHKmu8F%wAN=1~|~)%WhY_3HLG1;!SVdR#X8RB()E4LifNSk2tEp!3~ZWaCpCw z?elszCa~u)hNkkvIK|sHm|K}(3V>NXPC=1@xm5Qr!5f)CL4+6B zqlBTk`)Qow4VXe;s(^_dr?|HBr$0PEo;}kc*GywAom`y~6 z?X56zt~2xfR2*fQ6>1{^%n~qP<0wyAqc*a(>z$~aPwYO^I!2Q_8$)2^7cld2l+VCS2Xh?Eg4IL&ALIaD4Mw_Q zXts8ZQ+xt*5ll3g-QyIyaxu5IjyKo~dt-RF_l#3t%*DKA8BZ1R1G9IWIuy)xZUTNQJWRPmU)ge>~p&kv7?MW8j}1 zn*#rEd@ZlmimdhT- zxCYkhSpT+5>7=vTiPK+^LS(8QRx(m3@F;>m4zXC+>d5mIDMY5~X*H^4;&nXO^)I19 z2$1Og_B^P?s9qmU0Ct}D+%>sLC6c$CHjHj)%27ocmF`CO!d6-I^}f_>EjIez)Kv0& zW!K1!-%Imp=I>;#HN8@3%ln~MX?9mAe2fGS&1141J~|70CFlW`o}_XF>9fkIu`JCu zMgl&IHYa^NAb|Aou59x`SuH8$w)}t{Lb{hGV+?UAIMJrMQei5)!R{8`P9sz@f+Eu5 z&?+n+f%{)j&WwNtr55Q(x6)KM1A&j@u_c}UKQt&^XX`2UvmShiUwDY?cn`0Pturh; zA$v(w69d3C6Ft57+@9RR3aMU#Kh}{RUPU;QSq6PrpuIT49VoQc1EOy&05r=H&g6iy zaGPj3)_I)kvx9|U@e{qkuV|rl9FLNs8#n6>=+4m7KWzRLiVWSjB0k0$`)1EH&pdB% z-V05wzP{;n#R7E+kYG%x5uI;GAlet$3C>!~zVki{Su@F>Gc7Dm*ai}t4h$9(F7{b|54 zhXBs_2B?5zeg;1PU_Jx*VrWHG34mf?^eX^Q0pNqL!aUGlq3+zvT%@tWO;&ILeIG&r z2nb{e$btq7QWbzt+6yL}t>OuAAc6|WY3Q*vcn0VV0iaX|SS4t(HOK%akN_gYhhI4m z0iomoY=s|yGf)Jm4nYk7;zH=3^#K?Qg%6K205Rb)oo8f{?Ap#flmAEhyfKfJZ62NF5N$6DtjCLlR9hzNO!ksbc z2T1W3GoY3L;e)LR?^TTlhh7l_D&OvP;7DE@5gbkns}51>V+k$nC5hp!}u_*AExP$jkD{XehPleG1;O;W~XSDHs+ zeziJzn#s}R+t)LzADfNl(glQsS3WZ++4|?X)sG!VyKmDuSpY6g$uajXP zO3K%xwGO(DuDxY0<*Ub0u|o?lmkckHx2-pfXo_P_h9+0-!YjJA&~p@l1RY;%$Nn0c zTxCI@QrQbM)orlr6w)&*Q%rO(hvgZ(m}UL`rZ}Y_1n}d0eg!%?WSKz|Q=}uimRnHz zyk}=G(lNpILG0`mZTbO=^u!qBUV1=2c% zqeSy!i^l20*|I1JZpXMp|%0MVSNQ~ z?|{|^XOU=VcX*sruLkLQoib;p0AgeesG#GpgM<(v4?(ka!ntJfyIJnUQ==1hpU4fj z2G7~mhj+#a>XBJ_^5d9$BVzPCWn5j|W@qQGgjgY*gxGfP=c70GHmx-rwR{$@UxEHL zged+jq_;1-pip-TfkwAOqjRpLUmK4B5#b^Wf3qm@D=Xn50{uZ6p#LxQ=Z~l$GW6#U zRZjPmqTeOD|Fds**Cq?bU7bVs|9_S|FQJXPd*<-rWbDu{bdk_ly%Nwr@@AjdIQB6Y ze%vbp-Vh}_$Gcm>;L19j_W)gW*^sFpEx(!2weuuV{M3CC?RhX6z*GP;?)0j;wHi*wl@(Z+AB3AUp@#i!7^Xq_i!16gu#6e<})UW|AiR?QFDmG z^!AYa=jMKxY8ymv!|Vn`@xL%1K-2`HFqIM{|G7B}7yeJgQHaDQ38&?No1=r-sAh^2 zya`IahVh$f5xI8ee8qJP}v=)6bu*6g|l~^SjS)lLD{q_5baMe0@*E&lI_NCy(O3cM{bm zzpuC6N%Up#_m|H!br7!=?iLjf9xD=nL7+zbr$n46rkv@`?BUjT?U!gC56h_4-E+up^! zMw*OrjE-n&Qi**(DmMR->BvoJagk z)(ckI%SYR#@8dX!T)%e`O=YfFUslS5%4?m-2bzfrce+{L^Z7e2pH*_LwQ*i!ho8Yj zrsT0_xagqB=&Ext-UYiT3k^e|D!FM08(|;gn1fcowG#D&ItzIv z>v;q|^2sPd=F|Ar(Y?=g}nGZqAV* z-B;@b>sW?%sWWoPqWa0?*UnnwHkmK4n54pbmB)P%e8EoVwH+ub5Wccq5e6KXs%*)yyrVaYpMsNK z9j3UngOGzJ<(X!ZxSNZ8R+e*#c-eW0xznnozT(wj60yr<74vMg*pJvwTKpJ7${mv> z$`ktrpT&^m`-}Cb?MP>SUd=%-FOZhG?Du16lRb5w;+@l$Z0=>Z=a1y@x7l{R>UwU0 zQAzUDd4hLNUb4BH-JUvl* zD=ITY!KmUX#(G)J=5rwhT13UG`_X*@LB;2p%ex{1d+f>-CdE5@7uak*F8^|LF6GSC zG2$M6=VHdHK%AYzw9$f2NI}c0#YazD`T}{-X2^qX zL0og-vOruK;F6(QV7qL;lyc_$Lr>ld?yBQC`^x>WkXGLcDU0l#h&oJGyAYK?R=Yus zQGa&E3z7%yqJq&MSJ1umZp34sFaHMLivXh@mOS|VVaHd`b#3W8S_X4%`o`WB(<4j5IFIr5L(Sr^!@r6i2~mw;t7m>GI zEx1bZ$_`B8)z+L%WziFk?tRywU;dHNT=QXSORa^Y=x*FSMe(17+-|qh*TfmjZ_eO} zkS-nDW`?E+(%)m|XYFhyjmg?F%A+M)y0ooH?X~CaIr`*ygH@iDMcOCw&v60`w#*he zG@0#`ZFma2^Tx(~2~69v&b&~NJE3YjD^!NO+N?t%Hh$-;d#uvO;2g)teobq z{09w>c&-xWPB!)2`LO>IcY?^aM@lc0vB z7h!c*_Z^A@3RLmjp?!*YI3ER8)G7P(DyZush{)HmTdf#lI3W{uVq!L zeJ)4-*(Sjaf*da8O$~HeMk$O|DJ3sUUUI17uV2fN&-BLRXITZv)4DgN}d zwp4pZQJYH2v-$9xvZ-rvsfyyGLuMSfWG+i0o@?ScSH-X_HL?A3pX8|pz0(VN=HjCl z7KvQ-wo5l-JS~ZWn!%&@ablIWeh?TGnheD2x;qYfpC9z@>N-kt^;(&uz{{YJ=afh* zl>e?QS9KZP7&{{fZ|q&mIG~6cVR;%or&WP2h$bFWMVC#D*mLAxtR7P3S39Pm~J=Xu%U z_;~&5db>VzCsLQ%oy7{dMV9N;a$4gZ+h}aBY~|X4e9^;KvuI`xyezrb-Tj^EUUzHc zOZVOAZN`PZy?o8rBe!yij#nrw=Gx1Oy{!mZp86?>N{4k@#irDlJAEfLHQr8@@Cx?0 zOg@UdF0=SSKj42ORQAe)gHi-~ZvW{}S<44} z@&tOGsv8ewZ$98VN1#7gHT_W5{{i1c0{x+?8;^7(hG-KW@aYpm4_AqV$)-QxGbe=d zR=o+6Eq%aeM+oJs5($_6_<#>Z2<5MO6E55HfDcUw6{r%4aJ#v}L3qFyNT3(0nvRg& z7Rnb&pck&X5h=?W$`?(b7pa<#lsy#6_mn^{T6H5zRw9%yi9mm(YC7uluRAHuhw|kR zLXTFxiIz1CWxM$R%JTE^CDUBG-@BhpqqvZ5l?Sl7IXrl>nzwFs*C8zD& z>Ng7IL*hnb17>w6w4M#R4(^j~mSP#sW0!cyxb;c$sa@p)r_NjN2{Z~dWC%?=5+D*} z6nK+CbjyY9tV(L~XFg%?KbUna+b_)_p`>*)^aRtdh9MA7r?NMcg-nk;F zUMEa-H~D|a-LmhIJ*~;%zTI0dzdw5a6(ndtLaIorzk#VPebt9t?kA7zRZMvMqPA+j zKN^yH&uZUQ*5*@1kZ=nUwpHhD{t1K?WG~1e5MdArkdq)vAm>4@ROd1nf>?ssgWLr1 z0`Uh40f_`j0C`!R%VZR8&)+Z5r@j5^`>cq9dsf1(tj$LABB|w*rn-T{kkAJSUj+L^ zwg~l!aDym==_W6E=f3k)7KLqQ2c{24j>fg7c`5C=?i?h9Bc`M_uyw@~! z^*-i5L6r{$v@&RlKmA;5;Uub!yH_$sZKf%Nx!uZGlWO2hnZX;Omm+V*Au`(3mJd}D zua!RCpjLB&R9&>b&sLFzN%1%7RgtHe4vnO9~Cr;p&_Q6KE1SaY%^%p*J z{6{2XKK9hmnL8iLXs2(*ZyO4b(`3kh(!l7GdeG5SkG9U~m(*iZGNosP$;)(5jGL%O zQa-x!^h(CjXS@`xTDWr?uDdKCbrJu;hTCgjDXl9(O=BBWM*}$OSoP9dlj2y9b+MOf$i%#r&{th3$4xePz&l-u>XcqQ= z`&g}2a=gX)kNjTozi4}7o06hq)lrzN+QDRN1j*HsjZF#JWbeVw+r9h~&UaDW_RSfR zJvzCBE3v)&9h<&=QiiT8`ibUq?BeJcYLb*}j3uV1l9U)MJl#cD2Hq+r}$k9@`E%n zS5Q&bP@RXd8Pl7_+|MOARJXG!c5kwjd<3WX2~>oT^f)>ThJ+2Nax}$CCS$_0 zojNw)RI*a~W}8E(nvgmu&?%8g2bbJD<=4PrRuhEH`FTeR_}y-fs!BJ-y4H~EpgkGI z&YpQAXmsh~*E*<4T2x5Z_SSfh7r~yy^&o6{#QvOPJ!7(4ssV0WO>geT{HGD+P^a{J z9fN}BY{vLQGu%b$>b@NbZn}n0)p6e36ATs7XtGrE6;x`HYC=T=t1cN3h0)l-=G(^mznCpd${2T{R;)w7t2=^Lx#=|$GXZUtA1x}>wir%=JG z11q>b7acUx&7*7e`mAd-8f933E5-gA3;k6SoWbOEBGbJ0=Cn z+BX-_5S%woP~|kYZz-VZ!*A;JA&5~-+%AYM!92F(ofJsUVRm62v)R%~iN<)L_I5gV z>s97(xyW8B>h$f_W3f9uDNvJhz=gRVzpazfBlTZd7})AYD+PD>`;>eL+zXe(1~P6C#4(P9aL!-U60<~90eEVY5Y%} zJNnXclw6qKw;w2=nX#dVejUqqpkIe#kDiuY;-o-J`{4o_;yg9<>!^JT{W@|ciNUu= zZJ0ZKrsioT-nz5-qE2=O_2@O^n7S}GwTl+e%!|=Z+%DF8huLY@J}J=OE?z*Q?{j7I zg9jD+4jxof4?HN83p^-JEdHE+DtT zFdnO+Udd)m> z_N{&aX%qf7FhV}gHC8=19syvgiwU{L0-$aw=fHvrq)Rn-dg-7|sXU;dfSHKyr^Dkr zf9<8a0vwURve*khC(Ah=03#&8n}&e=F&0!{VSEKYfG=u4pnH>d#OfTZdN6%bixfDls`AYpJ@KpPbT^G5>G3$Rr;;c^OKo~yts1)NcX zK&Uh$0xp13L7$O2U{rE|aT4%=f}p{xJRrH?Y(apf0uD|G;NT2`Bw(nLNCTvl1MpnM z%$&0ydh&KvGVtGucP92V2)v)I4a-+l6aj(18fyP)*j4f_4?h?kD8F1nP0Mfs5W-S zkomNxdr#(Q?UHlhm9A9r(e^nr4@_sWU32st-Zi60@2R|)q)9DlNe5eH$ehKSnrfl< z5wq`$kdR-FcFUXwjT`Dl%g@P!W7q5G$Y18hwVBV;-l?6xrM-5%rrC@+AsO?jhaox9 zK$@|V;rp?CFap~uAiZuJdqK1}%3;!$t`q*3UcyD3YU0aIT+S}|w1|0maNyXV zM9Uj2Y<5;7e?bZME)w?vmVEs6;#vmCi%792aQ^KsU1cppmu!x(ZevqXd>bXO83P4K zk1@y7q0R;`t_@w=x?H+eT80?x3MRa)5!v3&ULqkG^YmS78FTV5#p^(vc0HX_BKj$| zSXkIkb@BZ&(+9;wm)fq`u5zRXJDD$WMx1K+OM_+KP-Z%TZ57i}dj`X5DgHCw>>2J} zW^{N`k-wV#Gq3PlvP1(8S;h{J9a%bzJ7RGTCb1y)BXN7I-c zb)HDc-y7d8nmwO=pVg*z_Kj&Ymu-|k_eD#>BZ1C~>u+E~& z|5PgL-k4cz1(zHuf|Xp3bThEOZpBsCk2i{9F4h+i7a42DHy=rxYsQSFF)!*1-W_*f zQ;oohdfyD#-ZI9?S#$A0@y>6A(jKDegw8oZvIR-V+L9s#mrNsR&Yi~lq z@=y$Ov285w0+MgGkZV-eH>;*}A^HY{bj2|axUo8?xxo|YWq20V_Dj1elE~{o8B)u& zunsgwUI%(vF&zKtsaSBu+g1)5^M%c3skTiO^4()}UJe|v)>OQzAM9iEWYCX>$opvq zE%a$d-pBOHNgvmWsefZy1I_1=O@;r91# z)^^^=Utj~I@?e3#z_jmWeMAle@1$Zm@J_xsMs3E*2)vU|dk;P~y#&0I_X0BRLx(G- zPa=ow&xVK4JRw<{*$M(Uo65Q~fxX z+LA!830+`&4?i1F1;(YCSzug>^kn=bf=!dtHd}%uWjn;J@eh>=pIPiSWR6Z6%gEuv zf33(+L(Wsk`Koy4M=`*ePw(Xy_4uO#&kk#jg#K1>@-B7JWQT{kjpZKdfT2*QEQSUw zRv{Lsbs)4EjPnpOEj55z#~W&$?eCE$^{m^V2m49r!G3VO2Gm399g)<~d>vRNX#=F7 z&iU&e?5RK*Sq<&jff_OOaqkD{DaH!yiSI#;09CI15%d&e1)4_qQ!f$&OpoyMAb=No zihY2dVv)c(c@aF10(b%HZMqu>A1~UQZUMr_3-$`oQw%`n0nk(IE-*Si4B&n9B6pu+ zIivmI)HC3KS)iww0u>NGLNZWBzPhCQQK6ji=;2hL+ExH^MqshL0@u<6*Mg{UEx*DK zTnk+98@Lu;_<>oVo+^h^T3@g)2hPjqmvqx%7SY405f|;tfe$k5lI|3YkpaR-xLScr zy7s^J1^`(lR8!@#0lb_Le%5;yI=1-(dnMfSwuIiZ2N^X1O@9DLC83p?|KbH*|CI~6 zRinTI2}tp?b%N!Opt^a~2%@VWz-tKt#SJejNYzd}QHO@KM5;ru;-;tCf3vl+QcKcl;ftHa(eR`zM1x9_J1Icw7NO%0Il#{~u+jq%7d= z{>$d8r5NhYzg_}aCcQ=pw1&LP&5nI=!hLHE+DNd^caIh3e$AZZ=U3c^qzaX=gX$rR zERM~OFLD&+jLsBw5F_8p@nKvt zWcbu`?A6iCW_1t05vfaE2}^XJQ7?+*=Qv(Xh=sJCGQ%EvJ+t6ua9*+gsTx;tBP&9ee^Paq3(vNK(9NAnzS(r~RsIetQpL|>{gNnkZ7e=bM#jwV zwi6VN)agFJ&8eO9eOW^QycbEEObDhVJuB-jw9WHyCu!90^iem>SL;sS5Sm zvMF9kVzuume{oQ?>=Bm5~r`X_}Y+?DCj*Muey86M{&HNp@_j`)$OmnyP#$bSUE z!yDrTD~B;7TwMp6i;GSW=P2KWv|u@m)KGUXW_Z4-$ z7Y0!oxW4Qh&0S%vNUZRPu;q8l&$5oyNU4y$Gc1xZm+PL@hwYP5o|tyapMxpizvpuEReFWKO4?N>IgUe>~-p0vjwqR+k zm!~!;Yo_BX2A0oLt>o^&^4qB8WJ-ISP48Ru6Y|ha@5@~|HgbY}!7#rWKYTSO(M_*; z(`vP>jNW9v@=#aNz>7`GFbZdAM4uq ze(n_SlCgRXA-o*IpHYrfjL19IdH=rCslnhWL5G4~7 zB`J0Lqn1>MQ@Qac%0EBjc##_gZp~2V$Gz7+(OuG2Y4Zw5`Y}nt2HcI1{iDLujO3h; zhM`$MDj$)_Qo!@0(#HTEW$-)&C0=NW8_%L(^@;BMEH{3ug54)NAnU;|o&rS;l%X=I zlH6qPVYt6HbkB=7-K&<2Akqm5j2bNcqd+h>-eAe%6W#OQD!6BAfoVtx_l!fiI6BjN z7!~R)v}y~9T`Fy*vlu0*2v2cKD(nQ3WDV~6?}|r$;t>d$!w3(tKPd1tvGDwaJpNXR z5-!Odn|hvfg`dSh*DQMDd(*J(LIN2^x9lVJL2)nyMQ{sCc%BI4*(YW5E~h7%Iq&}% zCh@?cnq4W=G-!X@n-jZiuI%y8=DUANhw01{ei{fOCf9kVIlu)Yterue37Sg z!jzxzpX2@*b|BQE`TS{JT56{gXIv+%+c>tSOE!&P;_S!^LJ4q-M3{{o}m!|3%ej2?$D3c^wl zj)ia?gh`LUUks0WRTJhRoqfU|tPi0nUjOXlo(DdLRiwd&J^o zQeB;TQZi3VEQ}wre0G~93c9(W@Qcv5GvFsJ20m&g%D~$SrA7wAuUWLV^KD_;6zEl6 zf|$p&*!k#~r~zqe4d-qhDA{GO?e%6Y3O+EaxBT%qcl$u;0|TYk`?YrQ zZ429sm=_EVy=Ks&=A#UwIOp|i$pwR(ek|=6s|xe|Ed2Kv)?T?2Q}q8yYcn4O)5gGC z3MKmtetNwXF~eZ32RWFAY)_(S@^u<;x5t?ra~@+Tas2;}yX@aQpBS8feenA~)05x-GqLX5=RRcI<4HTrAd{J~sGMqf zAyFxs+av0p>}wT}$4O)~Cy@XW?o~{aeqbvMcoF zDlziAeXDmy56cfiJrk|n%}b&G(_%o0=H?<1$3&z6y3XoVy;WDSTZAI~r`&rbrke$R zMqJxD4nhSGSL)!~L?5rTf$k+*;QAh~P21Sdbf2K0+I6gN+db~}p~Pylt)Pliq@^;#$g@%R_2jyc^HEhXRf(b)S@*R9${qh9ckLaRv6Ui(%p zGF?q*>UWWEzFq&d7GuTs$8kGE#e|7G+q?9@Qb8o;%yY)7%zcp>`>_Eg+9Arkk^|co zqmt(v4ZjvCYjq9XruZt4m5RiHw7%&b99v}6f|rFPR-)KFRp`(oLP#Z~A6zZ#xK{8u z(r97%4Tgj!BabIiEk=z~sfBtKqcvAXY37TI3?z3!WupR>O%A!TS#crmz#$VNwM{bA zHqTMR0~MQu3NNJ{6Oav(+)1u&tn#yxBQ!YHYMb8N6^}+Qj}E_KJx`UKxT84NCStRG zspBT?WqqDv>=q)CaxPdfVqDoOUo>S{)cX-k=i%~t+J&h0@>$We%l_x}j7?DBMA;f7 zK^2uBkRl01hom}kCQGaQUsHxJ1~{EP;1ny9+Hmpk%h5xR8s{FK9g)P1I_5VI10$#F zV_3;?SPJW#9*~rQ3eRx?J3O9<#i^+cKTX9RP#?%$xw!OVbV~aLHcLHG&A?G5N#-hr zQ~u@=NdeMBnUSSttDcBYGpF&y@J}=P%ELbeqpCMdxuCZ1?3(c1*t?7qJmFs4PI-3% zm9t@L)s|^bQCA^F*#hSBtwm21_0BE}hCM|ec}^Vv$PID;WIxEyAp1b}g6sj|0^tPV zI8o5R4#Ebq8-x{v1%w%d34{@Z0fhcUuiUu}{xlpL_X`}^d_T8g2RNj_f!hF%P2ivb z2QN5cH|*d13y24Z4Tv6y3WziaKL`g1Eyx_{0MiH3IlfDzaIJ$x!F2UyeWQfg;xf4b zw7<_=(k>b&B!LJCtKsSlAdM^G>JLFKfiQqHE`tqn34{TpaVcErA;={V29QPq*dUic z7(f~q!3Mds7=E1rq;Vnq`a_UQAPgXl^I(Hq0$~7YoD1Lj5abdF14!d6*dUic7(g0l z!ncNjXv~DS@O=?Xzf!Gll<}~*%8c7FbTbOC?=7ow%_^X{kp164`aU6D~`@Nesmpfq|t2&-vK|$4_CYt9I%t)6TuW`dUn1e32 z{iH2b2Yye^rt!p+YMp(z;n%;Tc478Dh7iYeL%a)na{PCahwFuLSCDZ57((0kOQEcpaGbH3lc z5hYcLzqM>x;4mZYfr6|uQ<~ak9cB!LN68J?#bG8*;dA<+KCUS1%6_ix%m@Z4e3Zz z-bwV*NXN6_&<>3^=;VIVnWN($9P7^rX~UcQKv&GbVsmfTQ`g`h3XQe8W6mruFh~05 zQVT=RQGOPD z;dye7=9Rwss#L{B5G>M*TyJXG=Ayi!Mw)x}DZ>2vh8-t{ihc@^&?Y?(=RD%J4(E%B7~%0v8ci z$F_pv4GWp(lQB}U3(esruH(s_UHTNN$J9%`sOc_Ue|&oruBxyY-LP2;+jU+g=4fnv zRGqm>@j{g6#8JGHiW@CgQcf^lN`a;8^@MUySEyA~qvfaPO7YyrQ5{$l)zG8LMO||9 zbDlJ<;mTI`EomoE4?GIHl)%H&+PoZV(q&muOiKT{#Dm7P6?LX&Pdx1J>Jq}wQOre& z0j@eD?dbW@Qz`UWs%|ORtGx5t>CKX{J7c>UCnZbSf_zmPeGA3Lvb?Y*mh_1#F=DYh zqpy3kS;fCVzUJG~x5U#0^gUk8+!Ei^{dINct|hH-%HHRqT-XanODScUPa-rJumSU# zPoz^U)Og#-YFgG31OFnjzGIbzUJW}glY+&@XvAV)IcU!{N0F9-)vD|JriBO##|!z_)CZ>_ZF7DNot+v1z~v8&yxD>5Fv%}*Iqr6hXph4ciSI)04>#=C44c@9OBon7)U#YR3K47rH-Q^!%Yt6AGqo!9XI8N4ytvTl9nh)&CJSBS&90q zNZcV z*cP37wBr7j7XRg3V`V*03*zuuahD@ID(ZO}8tjTrIYGwu)i1n_@9TLg!69e5(&6)V zF^|S+%7OVq@1Ve?@_N040r41hdRbJ$e$OvH0gI8$)V=0cU--q}OkfAcHE;y7Vzv*a37LtE zglUvv8g7_|9;We!vz&snd<|cLFdu}OAWQ>c9|+4qc<-QS23*8?SP#tTLK`6qG+reT0-0$>^i zm){^U6nFT#rfrJCD|j3ybq(-x0jUpj#8f4lI#kpB68DY7#q zG8P%A8oGx*zG(BUH;IB9dDixzZXCP+&dZ$^eY%Ldgb~|cmUknHy)JQd)~y*?ra|`2 zCWZZi^Hi-GENLZEP9`2z<{S*IAoSbI+>B8}REbVGcDubYc~NSqUtD5GYuIe$qv3Tsx$M&4J<7m%ndx9%RJSXhfP?kB;Y>n0M z2#U+GEA1q$q^_n-d_a4gTAF2=?ZRMQI2$^5+N)q=fb7`L92-iQ&@dD1YkRLJbB#av!zY&QhR4h1_ zVv;O~b2?2^FFE7eX8YWcB}gvPR7}x8u6te(Qcmg7EX;1J2}5d=?l=K2ouKM)sP#zk z_rjO--&dn^Dyr#STW}{NXD5d>c3I3!-{Ex5d61}gI+!N*s;ArzH@=~{H6NYynC$^0 z>xJnuPUqrqo<;RI-^0-y`f-!*Yzfn4T+a33JR8!Zi;n+v7dJPs?c`XtpxSn$1&^Dz zcVech>3tR*J%@$L66elU>?O{6R_WL3OYWK)CVon|tF{~-q~N|(>?qWW-SGVBPw{j@ z96^hjw}xF#!A8^>*oeA|C`yfqDk=%oMY1RT+n#YedZE&0h$!Kpc=_{2_RIe1jRSSM{bt<%c3I4UiVG*a|sDrq&!ZeAaAy!94-+K4KfS0LK}BiG`M z4=Crh);x%Lt!HTc&e}JwqP3>Avk_)rYXCmLNHE(<-}=3?jiGq9m0-3pCi@Ln zd)6SeVi z;$N9O%}xr4ZR^i(d8Hy?m?oA79Klt;jx}+Ir|U)Q)_L08pk&Lg%4$tlNj0e!%L|Zh zKP4b$L;sUxYUPu@fP);GWkb39R4W+$^@Didpe0hz5O3&)EDhwoNd?C_Pl?pzxoUgU zVZn+=rp4@5&%awJ`gv`G>HFdjvfs2;Z2k88AD3Py{>xWn{=037A-i{U zdYm}P^xt*`Lnsw&-T$4O??LG&OrYzZ4o#Li%oh&8_ zJKlJm>r0vowmMUM*J`nznCpADK6kU#&g33ElYJp>UuP^kA0oc0bWHL*RDo71F;>0o za-zmVqXzbeUNAONU!%~U|)G#A51 zde_A15IMV z^TJfiG@8cHysG5`+$J}UvfkJ)=gaQTlD|`HyWUp5%|SfZ3lea*e01pxHh7B2+$>(X z1G`!isK@sgq}1=;x>$0EK2bSFeo1b--UdEjfelP3=38B%*sE$p9vZ8Ndup9&>U#mY zb97Y}pgWG*-d{^Q!)e9H0{a&qNs%!cCfERL?GP2-H_RnLx*V_=??GT8>weMV2*Ib64b7SL+e<44q);yXyW)NRCe=uXn5mayCTTZbXcJ z38_6M`CJ_b7JswgB46p~ckFX7X~r>MIp*3FIxZE^I3W?X93nW${fUN&R9%+&H|0C}`z?#aszVET3qGF>r zl~F_l1Vnle3syiyMJYxBMMO$42nrz}V-G<@VU#Ke=+G1eA}wM`P)3?aKuW+P0s;x4 z1qdYXI>9=6&-lFG{XExmzu$!`d!60RIdNwA&)UDW_g=tv?D?7Oi=dqN49R!>$3@Kd zzH*-0c~z^Yt>b}s%C;&K%kH7-P)o-VoZpS;J!(SbRD&)$ZI*GB2f+txTM;?QmMS$W z;j3!;anEe%t#MkL9YG}~`!(KRdAsH@8e7*016&NGS7$utG**M>+5*8-$BBf{PNaM! z@r6Q&cY#DkhYcm!@<4kioYw;5 z6F1#YM2fg{RQ|x|_48<@15hv~^M_}z$#slCB5T&t~ zg%cH`69F;A-&P9~X}17mQ@*|ct>mG1D?vLYG)(Iq-GPMe8Kcz8BHH#keK%WL0TT zyXUj$*S6_pI2GfP)b%p1KEfqQ$XRb`q3krHU-L4^*j0f`S}kwAyo0iH1Kpkh7FmH~ zWVcf~cN(zrNaTF=6eL3xF5loAyqC!P*h3GmN?hbLd7tMAi24o#*1SYS9cRG05|60Y z;Tx80rrYntH)N|Dux!@S?OiKz44BBqjBa1rL2;cT?~`s$w^s#MT;8Vx=30(#NV-JM z-_=3c8bZ#mh9a1pkAH=WTq^J50{5}UHyna_a@r}SSIPN*LJ>{QUjfBxd7ph%xJa00 z7^YFjH?+bub{&*bn5F>=n8qKbQI_{PS&6f@!#9Y-H22ymsxZxCC}5h!P{1@Bs&Li| z4GV)#M&b!!^s&l%v=b=yz zy36$xGg+m()lsdD50Gyv6Q54|j*pRmEwR7z&s1$zFUV2pp3kp9;s zvUfYHg7#MX&Z}GI;TUrv&l0`V_4m>8Bj?I*Z39%N=0So^`Vn*0(|;wAx1V5K*ru!% zGiU=~%3n$3?S$M5e=gOEvIsIyd6Z(+{7R)q2qiavA(2}=FWubz%-QQL>4NssvfsD}BQXaAJ!ek;niipPjlO?zu~Ov;Mla3+2E5a@-*9D-zjDucBfP3hLDK z`|O(3hWaY6-hB?CaQBP&A3O3Z=X!L_LKH`S@(!nY(r%lAWH|kq&}~-xwMSxJcJTlze9P?|Bh1LUa6deL>qtk6+iwK}dVD)CJRh21~ZUn#9|M7rJCLtkq zRAZ??w7~G0lYfx)?cag(u>sDfW)8Yw^(40DE<~!Dq{4M)n@Fbp$ua7wLIU^LM zaY5IVILJifLip=AnVJ3|O{|PD z*&X!ZRe%R+8aMY%(I;4sA^GoMm8t}Y9ld#edF#45X5)^o2GYmvOc#>-j?=-}1aTna zMuWkA^+EVq!V+<$^`m`uot3Q@Qvc$|JiUsE3$S z-bJ@BF(((lyrgcxb%bOP0!1r*hsaxafNzM`9dQf8QV|vQHaFSsbkdrqV%h=CK-d& ztFZ!yEus4@OWq2mtS8WVXRPFt7^rxuu?DGdOek=$@LLa8fC`*3w7CxzGiaak+Hpw( zdLr(^04h4#QPFV_6&=3`B@G9y>_SDyVpR8BI3*$_xZeJASn?Nk`5OTFBa$3vm-!cB z`6I&&-0`jlXwz2?*$Qe_LJfK6gQbMW?NJXLQDS*LM23_WK+tCmI0zadG6E+Nb$)L` z3F6Pr*wWX)8>cG2lRuEg>?w}>#c|AR4u7&#r|$V4U*Y>*K)92GX) z9Un2?AcrNVW_a3p2P1zN%2^vXQ$EO&Q)4~t22LYK?L6&f1tCXQ7-XES!s(F6sV#WB zka*cql zBB$QL+nFaKM-AkywV@)4oO&H^_c8%FYLB;5yNMiCGsuXj!ezsKTJd)2a342=j6G0s zk?abhEPHD^SORVWa>EX9H~%Jb10MH670#SQc72Pt z3y()`z~gR)3Yexd0eLgeAR`@SOTydPn$ff2PPV4>Y?vkI3fVQaosujm&)5aUC9>-u zcsr{^!Ov%|{EG(t z%#{n5D7<|UiwxT;ziWc{X2W3w4-_WeO&SyL|>uX&3Gr|04MbO98tRu#d zn$>)Hqz%QDFFy*JJo{IaV4g)-f(f7Be0f^?I_!mVz)c`D5WqGVYl5_?s6iRb(w=)a z!=FN$Q?R+~U6)y3A!X%4AhP4pB7W4ItczD0+V)|U%d1yiOEVK^SEFlUZ*Bm(JaW|`X6I)6lu*@v z;FV7S!fc#$CC`Fu5X15YdKuM1WB(3r`2)%=GrOuBgCZtKv`ZZbItzv5fuIvmNF0!T zIq_Jcb)egW8Fxc0CgjvDd$gK2x%P0>FZEsX4n&zxJa&I$;1b)(d$ZOBE|G=8BydUn zq`g^&flH#G(1kWAv;)OuC+)qb5hz|iaqm6VK=CLjlmo?Wp-_T0C=>&+$3&VX^Ct{F zJN!$)JxREn(ky8Rmu7G&2A7kd^%u(B>4BntP)rFFHH2b9plGKc|L!PNG!=>=s;H}g z=g>jKrj4>Moe>c3v8WmmW87zd2#WUhGbLU5JcsAdIK+N&T9A>(Wxw!(Vvzm90g3_k zi=9yPvtO)*qK{3}61b=JvT2K<;IL`)py*-KCPKkx(|Y;tX)JcxTRtnTn_X4~MHjp5 zF%+HbvMeY*u*(vl=wKIL;VY!Ivx`qd(Z=SaMpNmTNBIiWi^G1Sf3!lyRjAm)FCvQf za>r81R5td|C_(VYTQ<*nE|HnmLMy6o)spFog-7B+kcOzu)3W?#MoMmDk`QX>|HkO5&v`C~H_<>jnu zf9}`i`N;Q1i9Of%$ppk@Q7#Kt4CO)?HwKh3O8q9H7_#rr638o2u9%b}4M=hSTflhF zqDZj@it#=Jj5im>cqL%+!jDMt_~bS{@W3J{-aH@L>`_d4Gm0snN3m#hf<@za^T)|K zC?nhmlfMT>IQ)44aKI>ctPMj}orNJqp1N4{{VIV%K4A2-05S=ES;Qp^=w@S-S)PkN zK@d#08YPjZpj0$UB8vf-9fQC(vVRS9%7#b5*E}2!u%R{vn#3^OAIH%=bl+MsbE7yZ z-SxAEUk!98kGkwQ<%rQ(oI8nT=@=v1pORT-KBD*BZ3)M533F8pMfFv>!naJ!F7}Qe zpff(4oc}_$(|FF)_~&?r)|cO;kgzqLq4gE`nrd_Z#+Zm9~aOh+F55=?*EmK z|EGE5@0jY(OKc~$xEAp1d$c=|W2F0j(Jyg1$#sUC_}nzoeb?yMxD$3!B-e19n^wjw z18l|c=`u-tQGDN&7>#y+(>B91gObl=>S`!#*9M=VHN_$`Fxz{APKzz@k8hqdMX`NB zJ#&FlREYCqn)X5D`d!YpTHmF|jOO=*oeo{#f2&z(ilWNUrj&O6$YxB|NXZAK)KKTA zbnS^ul_85_pBY6~Ju#=*_$}co2SLZ(W;oYyi1;; zys6j^SD9GsB;to^CKEep&(N;olo^=aJ$Fu9de7)#$F0(;8Oq(Qep*46h+rY4Iwktf6DjVV0H)XC~B z$xzBC^D>Yk)j|7vY=c;7c}D!+V6yAVXmQ!PSv>bzpGm1fug&(z?sGHJUaiHWurXQa z2P@xE4HGL*ujAmZSuLxsk)BDr3|xoKv&g}T-wZw4tj z#;BVgelJsHIj7Ip?wwmLaV*)$Bm+U@7;(tRaXW$idnD83K*M<>kEby+xeR)n{BsUB z4q;Pi15EB2>R6zRZbF$Xj=7LOGE|_XqYxrfP7LW}U(MG)h0P@~LX~a^beMx*?^N*QJgHOCL=cEmdRH*_N*mltnr*7p z6m0Mk{uzrUKBCO+ESRfW7FuqYMN8CdN^&aL+PHc29AdmbHTEf=N{kxo6di>$bA>RD z!cqfPaIDyGA+io_R1$A~2o-}-oGTl8KEy_|shjm;0#PslF{?ePG@2$J&=khuDULRdRGpgd{t+E#&S0xLc&z z*L*m^RDK}m^vTF|Lp?1rdZKL-`j6$VKebH=c!ozHnNeRvcI+2n#mkCW!io;L!tsjo%IQ$?9025zU#jODK6J-ylngxOpv-vL z);?joW!F0Zkmb>?D1gi-8s7^C0QnCAW4_@Xs2KcMv3$IOY1Sx!u_%!|g0<|r)#xv) zBj~&k^8kqCw?yNc;V6;J%T)HP0suK%aO&|=lt>=QR6bG#0CJMx)Y_$EP%)gTd;qPu zCb$SkZ(Up)0(JrH3|J5t0qi80Hy94g4a`OGMshiiQMA35I(R0JpRI9qAd_(O4`R3I zhA~&{?G7w&?Pj#g2z05S=ETPm-AwfbZ%!ZOXHR)H>MDA4m?3esH&gBQJFM;Y66ipN z4$^`*qPs_3H5PC(3%5U^4z8UJ72;?`4^&X0VwnF%^feDE*qQ0K8?m-K@~AmkUPQM; zE&Mkx^2V~S9pbsFrVcXpNOWhWr`2I?_hnIY?l}kWz7IfZ@J zKX7=&G<*VLq=b}ksVIW)`dwv zb%=pZKV$aL?`N#wGS%kfB4T#$TK>`2Go!Cxhz_S-lkBxt)p(b=XFp8xsl!g_r~=mu zpne9lPl0}?M_+F-i>@zgP#<%Yzl2{tqcPv5k4t@@K0f=q^zp5Mhl0QV`7V9@%C|TVO7~PpZO9b; zn}n{vU6T3_B9#A|SI=e@Pl?+n?aa_iMbbjddzht3yoT(Pl6Zl9}DdRR71dnY0t#Fp}>Hyci6Y7UW$ zeMWEW9lL@%(PAk6WoLle=5@0by{-?w+(6%V_d+Okl35+X2o%S(_Nbh*)c1eUVpWt( zRl_PF7jY+??Dfkm+FpAbO)`j`AkVd@6V9>q{mZ@WAdXpygHYw6{tb$R%8l6mN=bsy zJ3gnm;xkAx6t91P+chf~}~a2nunn-TT|OnZ-MsPK&o1VioT$lQgBgbGKe z&@f{f0qR@AXUFv$$6hzin83Egj3gn(FE+;E3oP}UQsmfHWUfkim=3&h`8M*O`YbGcH9h{m@MiMQ%ni6rNW?o_@tvwZ&j@v`uC+kdz4#AxW zy{}(JMg?ZdWkETD3rlG8$m(-6F;QTcoboH7@U2P&adg*)^WIJ8vr&ER$Em>Tsc*_Oc?NOzpuoSFBHs9c&1OcxqRDjZG2oN z;!yDWZ!rR`6)@XIkS9-l&t2fyV@CZK(jrHC`pky*sg4#XA;!ySe%psA0VaYAB*|On z`^=v1Q+*5d&ND!xI23FJ1X;|fU=I|T39>x?nCQEY8btzWle||h;xM{UX>eErx#~7@ z(jT)JahB5zpv^@Z)qCMaTlc>^snnY$ei9WalE|0_t=v4JjJOyPS+=7s~^#08c?&zUa)t|ZrBp%_6wkO_dEo)cR4^I2U?F- zk<*~lO|(?ys0r)s*6yW14M1YTb*-N|k@&TXu6ZXVO z9KOHVFxmuehC1;kQT-jXs$23^aprF{$Lem$SA(+yb!x!Djlnlni#2}}hB|M+xraIp z;8dbc6F3~yX~ych*h?J}0qA)niofJ97}&plR&1Hi@hFup-61&Npf6|Zom zSID+|@D06}$hN?@^ul!32JR1`V+`3=0V>StYL*7>fTXCZ8@QjTz^TG?Yda|7X7qGV z1NRM3v06TNF;r}zrxPl1uA=g}g9%8@9s_r`M5N|~fqQp6QqzQQc(a+F4o~<3?xO+) z^xkFQo&?jveWalRUT2$u`=Lr)D%|H<1uhltv!#Qw8}8#};JzCw;66YQ?cVhCnnz1n zBog3yqDYQwo6*-wVQz`hppQv(`0KNBG4N$llk~A=#jOKO8>NEFg)yEKRRix{ZPDZZS(}BStN)u)dqh93gDc%}855@DH-IH+7 zOO`6tFPJySs*hCuSu^cR+i*7`Hx!11`RbMrk?v-?I@v3A%Iss57;FfpRc}Me(@xtL zXB@D;t6KKk+imS7e<-CoV8wYy4`|<&uAO;o>gq{REd?@VsUf_>NRfW6zftaNGsW`M z;Mc_;4tU=+7<_rpLzD0JtV9Z7?jfaV#xkVJT}jRhY1(s;B07aF%PYby9i&7UXB-N3 ztwU_Sa=k{4TZjC%L?=BxS&mcF&sc&>p69$A{rJPIMrNPusB!g>-?C`I6!QkqrrhHWp!G53+8%rHW~xirB_qDE^ZseoC!)+{bsW{Lk{I?#j?@{9z; z25(o|o~kwSp?b7g+c4uLExV4gT9$Dbd2`GzD#Z0Z&W#>@_HyOj(2!YtBaF`KA)|;s z1UHtLYZ)>Nb3cF&A&jAuN)~W2E_a*?G)jE2daI$Mg6?97${an`bJ8D_gT*2w#sMy_ z8#`|%i<+pS8D?wwJua{Z}bRQW`($8_~{%BJ^y-hX)C_^qpdu{qmZCFoJN z+eoftEpz`$_b`r87Ok%&ySTW#m2<$$&C^qz&1>aJNSCj4HF}aJ*A~Z}6^5*RM_BYB zL);r1#*uqKJ6`bzj_(b^NaWUT?wQ;9d+bu>{6otZ4EjdALG~Rb@_Q%MA@`0FyF5Jl zsD%spgQw+8e5**t7-}u!&Dpq83sJpuEUQt2Hx#C6Mjy`Pos|+h>Bp3OYh%&r z$Fz1b5_EG$bLnkMd1!@yU>29KD5Ld3QESm+rR$<>&sqwd8o%z8v1DfK|3IEZlo)2Hg&P@^g3r|JB z%euURuviwH#hW59b2nu5Uy!;FEpWjns&EY8ldp)4Gt4Np3~X=$6o4teg#wu0D^LLMJ8~0I2WgZ9Hv=$c zD{#TpP{fe)fr{B0PR@S-Br*mNWnhOvutiRn_W>*>QW^@l0^0c#qI?c$WT2Tn3|L+; zqcs#jP5T(IdV!j@gaUZtp$eQeyw^o|X8`wi<@}~@M;Elgcg&M#5Q3Cm2_w55j!vDd4P7oiHxsIE-l?Zw zAa_p1-pKQhUM6+CA+tv%*izd6MYGk^IIW@T>Oy4wMw$%KR_C5YqoD;pq|(@I{0&F; z`{jar^?s4E#Mm1mY5qJcLi*2>;Cx8Ey|&SIQ@K8D!*>J7>q?hu&4EyS*4%sQghRyuz8hPsAFqO8xtv z-h6rk5+%7J)Q)Mc1b%x7aBt zpX_Y#ROi9J|BNKGg*EdSOt$EmDSCm=eyT6B1(2SgHdGoNP?LFQ| z&(2Ucx|A2Nj}_@Xx=A(>W0v`PX4@3~qI7<5&cJZJXblJ&w=k)4CC%848S-*vtvJ&? z4a}?DQm&d->_G=3i1lbF@`@JGqDE@DXKDk4l0j|(qQA^3n%V&2mkBEGismFhe{tzJ zm8ZTD7db1$dvg^_eA8x()n~qqn_tsCr8ifSWb0&f?%B}j;(nM*MEWKdOG}R)v@7xm z<4A8LmFqbe)t_n9ed=2xny>L&WA2#VfNve!uNa~Hd?Xpm$9gfO>8N1oLj}vgmI%Hy zkyqdETX-d@+?NU;dr^gxhKidURNU}TN%0ny6vH4Xf=(%K6-+h&0pkP$CbMy0MG7#N}G*PI~kzy%wEo_GZX=m~&=4M9)bZ>Qvg zp0Ec!;ra^a19~E|3g-iQA`-4ZPguj1xV$w+(ICTL0?H_|s^U%L#l{XwuO?JQlU3v5 zkr&EvsbY|kCMIuPlYqQhABrC+-S#RmGdF&MocZ&wEsfl$i2 zMpmtdB8IGL2t_zqH6L=k;bv&YH=xAlE8w&VvZ@2#Zf**4ak9MiuN{=d8|dO=P!Fgx zM`PsbkUzDq&=mioZ&R`pYi4=;b$?8IPkf-)v?qL}k9& z%y>K&^v%Y_<8hzw_7h~|UC^gWJX1;AG`>yGvX!u*VAhX*inD}26aUw5SNzv#3hZ4x zc(OBt(3I!OW-S4D>EqTgOUyo!&7TP8@v`o~_dg%^aQ+$>{tFtM+%-Ka@7(W%WUV<- zdFP|s6%w_~yh(4Q1~g?H@zGHs$NO;Zn6j4~W4$5~I=6X9L5>-W_<43sr^lWTQ!~qv zVi?oB#qLhsJ1K2K%`dKjI`@e4dAb{OGEtjJ(zATJj`7k>DAEq0IDqaW_TI@5Q|of2V=4 z*K~F<9hRdg&B0b8AYB;7k1!)GGrD3bMXX6(npt!TOEbgJ->XN2LD?eBbCnv_ z4w)p(!+D*td%2TcPmjNOgSL(qgTm6u3N3nQ#OL8r8-2s&~+@n+L5ggLd=;;?F=$^tE z*AJmx93!vpW>57{Q3q5%1V4G`&s>a19}ac?-MFdLBj4jZCpmyeSTvd;9v}?6(2rLP z;`jl=uuC`h%=!F1PYD}n&NKXswsvz?WFsCXmpOZ(pk5?e?9G*|#_nGk`()5}c0JN} zDTX^s6H`)qQg8?&FK%swOQ2E)he(d0&iVGxq|ke!Q8IyLvjY_*L_ak4^6+_4#H$-5 zvF-0{EL^?RQgj}om(FG&ShPMxUP?IT+%tRQAY62j)V4*s{2BG9 zM+qD*4jfsu26g76HJ;#zqBWj#rmq6)_n0&N0T>=^6H5lG?j>;;q{-bkL9)RJ&R)O`qz%>{iY!z7lkvU`W8-m+KhbB zS9pSXfVqRYfgJ;L1v?7n0(Jz<*|fUuFxVk5Coo4a2e5-+2f(mk`@!r@SJm2q*_u8m zyp>s6KViT&s&{60ci>2Rtp8cgi8XGLC)?}SE5Po>=V15Z7JlyLXW9~a@d2{Cj1Djd z7l_s6>OTt}bTjANCCFMCc`|brh&AS_JPYQ!ZRYe4>PLi))%|`$MPs8-Wr$Y2WVg7AoRq70W2yiXgx`WH zr4H!T3%v+vFIlwLGjt#as*IuPtLe>P`j{~2#Vdkdg=jA}^eTi6C_OsSs)yf9zYd*V z44u9kdhH&D_dJBYXDz&^>>#{n0Ac(+YlQDvzYzU4HbJl5Xs>Ft*8o&u2v9}iwD3-J z_zejk9DStj`qB0l-XI1ZY1RnbpNQT+79QzD8{F*WFjRRIodbjzzL%yzBY$SZMwkYv ze8TnES|rlLB>RiCP-hJ*JSFlt#w0-w;`bn9SYBpZH;M|36Bv6NyzNdl8RRkXKyS5MDOT zcsrtS8`tOx552#Tppj=J!#=Mb&X;d=+(o-h-hoCZ97*q`(p5%^h!@Iv{3RGyG=$Sz z6bDxUOEGNT^`Qc`b3$n*QQ)f7sX#qv93bYQNGh)vNi4ljq&nJhXAK%>aCw+z7(b`T zFnhBT(hPf=w`5xWfyP4(+FE6%D@CN+;%ik6vQ%sA@3Cg=nUYFQGsyZtamG94;2PbW za^b_y=ZW312E((3j)>i{=u08vVVY<3heLXjibOF?*>gJkIsM_Vo~~k>1k&ITZA%)D z*>tN!-B(fLK%{24x_pddev)d(DAg}Bp%1s|36!7lAXcHizDe@!W)2^L-~aE1#@dF) z7{Vq?#qG%2YQmz}1#FZ3MVXsIY!hi?SY$MA0ekEmo_IkgRyS`Of3RqbVO@g7-b9@1 zK^LEDT;OUHji1GjYwEw{C*btvVPkWi%am)nhV)@i06x5^hOlT)lLjifMAJDds)_TO zeRi?nDV`Q-JRL+eNEgnP)OJTFHYL_X*R!69)cqltT-;3g z?bvYp~?LH8Cl$gr)#HC`ll@}XYCAOqqud7|YYZoMLTDpY zOrGIbi8Ed;&sf(^QP@HsSZR=P?iJ4XG`TYjniG&y0qvC7OXSXn9hBI$^nqOl87a^| zhTJKQw=2JeoPx#c&UN$wSia6Qrw>35HN<2JN#st5q-4e;ryv6xa;G`N6*vUKHyl__ z8k#1ri`haC39ZB-2wYBv%gyu<%SxOhp`CJ1LSDBf8KKQHa9@#x(106Sk%G{G8%n!{ z(3TsxcZtdC0;fX*GN*PeJtQ3pGkOTDUDcY>Lt>!VK%WISTL;rXXnx&qWLa3cnv;l} z)sxr#wVkqPGkundfqQ#fBytvZ;*-rI>bu__^=jBY)=IfKSc+Q*8`hkqY0ziAghm^x zoNiZNDelSMlvG!0)=Yf2bwp6c*o)*>+1NUK-k@rf1tZ|ltByCBD<<0Wu5E~iP94x` zbxcO#$3VyDlbgQ$U;n@H1cjf;(LQy*q%FAe@e#*=6|(qxx#$NgNdGBS|IK?Xzg~3m z?RtjPcfY5PA`QpT$jp75d&S8!Wvcl7H~VJ9Shp9fZ4)=h#AFSZyhrkQ5agI}Mr@h? znwCj36t@orJ{DPkiPy|}Rw9AKp2t}}r6@am4A4yWU*DoMLvhE@`Nta`=&H+2k zqN!gyG!Lo!( zGwg#(NjIVEDR7_=?^TMp^_xB!Beew3JWU)aahgI2#qqm~E*i=BSNPlcC^F=^CaXto zwqQ!k6jv$M5uCWVMgoYQTgA$1G~@Y*oTtDk5i7$=Jl4PY$=KDFfES)7hbVDba{G=u zy~LHjD~U$(+Db4Z$st896vg|M8nd{ER*&3ztrscNwiB^C8of2-_#GE@%*Y?1MIYim zt$Tf3*%L-)($moOqKEJJOAE0%yjC1PF_$OPMpShjdRRa|gD&Loguh=;7SsDqhqg_j zUek##Mb>ul)|Rvh8?Ha5Yo96A6Hs?)M_ZFzIsF!Sg&Km9izD@_H0=wa&hr$@f6d^U zYbsdSv8l5MKuWBZF4x4wI{FvH`Q&?CF24)FPNR07 z0Zrnc0Si?x=zUjtSfUbA_hKxQdMV{hRkwI&W~Nl`b6Dwy6}k{4V(QRF z{stMaxIre)UkQg}-s%`i#vTssj#(wod{?S0s#f$o(y|KgAFdGxO-r#Ehr8aDzP=pe z|L{guxQ4akiQd+uWfnztv)(+91k`sJ1zfNIxV%FF7k`w3(Etjj7hNAJ0t)6iO2K^T zwABTwuR`yy9gi^^7=a=&*e%~Uz_(xlYw1NnmrqXHeyI5XHO}A!Y@KxDL7zGR#@&Fm z+*b#_r30MfsM89LHaPifP|#&E5HDXju#z(wK$kTr@$yg3!W;ed_t4=e=rS3Im%nw; z31LNO4NAO#Lv3_MM}1ZExha1Qx<)h^K$o9zO0Tby=L{rU-ru9;Vvulg^Q*8pvG8Oi zlS`=g@>WMl=t>uZ-o$M;$fHtFPj!EN;+o*i>krdr1S^>=n@P6&CtCr1z#4wi7D!Cp zI72j8>CBnpu*Z*^Hyu3adF$>%`mzHn(@$V0L?MbTn5d~F#0}>{@6Sdnx{f@ zFf(G&?~vJen4az7EaXVDwTL{i)djn&Hv1VDvs{ zUIEP#(0mC-KZDU9n?F2x+n>THGmw zg&DO|x+b2Okbl5(+Td@bG_9-|HM{R-%ve1o>a=-r@&T*6DubyG)DIMQgN&%4mo$Rw zfd@FM%-&gPQ};|tJ=i$2^F88Gy3tILXbU;v6fB`36T_OI$PEnbWFdJXHO6<99iq3A zj$gp3YktH{q}t{oc3z{g@MoT%%01@s=&j`Ao4f8jjopHN{1JvO4N=d*pT~TSE`bcA zkmjv%H#C6K#5FB4Q?#=>c`ox#!IPA;63Ry%t2uQ+JIHLQw!14~iHX6(ykNA4cM?om zQF9IQ4)P93b9IVYuI_*IR}`sX0}u03XXO2x-%HygI|D>Hm zbiL^yteEI{>P4af2FV)V{d-X)<`IY@U`Rx9uCRuL21TsWINLO#TP5|X_K-}uY~z!b zLCjdEYS*{`S-KCo{_f46Ep5HNdJk70*Nfzi^%9~;ZNKZpI_@F&mGhEIaEp42=6EwM z<$-9ButD}6d95eN6KtcctNMetw%T4JY&eMw9mLR((U!?+nUc!;Jk*W?P%wJbUs{!m)HE&Jnp=b%gFkP@O50-bORH%7QT&N zF{pP2+UvlXYg*NRVcC^r%cqxD5f;y;r%%&!-|!fxI)iLG9E9vq*K=<@i|m;pm%Fot za&0O-9S`|HkY5x|w%vzs_(M!S_b6lsK^D-KcFOK8^mK@6TziE}Jx#WSJgDUhrV8Y) zf`S6*cPc=?!IrAOf^H09*#DDQkNKB2JCK_z{8#IG7jN6p8a%lZtDgVVQ zW@6@k+cy8;!Je=nq9A{O^uhR4(yN$n0wF<3O)J=}<<1Y_oQ3J1HXFV$_Xk_JN&Fxk zYV{A!=l*x@PV?@~-ia!?@IvafCj3UGA0buB zCF*QA_viWf_JGgSE41a%A9ka0n$Nl0pNLHr$zSDf&%|h<#7x-hje8(Tx-jW|3o$d@v+)JAat%l>l4OlzfBtejF<%qm*tJ*Kx~<$DUYMTqxaEl!zA)4^;U|Yt44L+c0Te9c}z#o^E3oE`jR7+dJF zNJ#E}9nau;o$b3Q$FwH;F-JxR(1^!mDHWqG{#7`D-jb#y3* z3nefYARz>Z0Ue_XC4&T@ybH9-u)?s-0x#^eN+GpUF79At`OG(V#&D;HlacKi{(ujs zT)%S!u2pGnTCsEofAZW@FxRAz3SK6%XTP6100={AN;GGA%~;N3R+NKL*O^Ai$E;Ha zQFbOsGj@`rf55x|!F7_@PLO9UK7~C%$2ila%E_9s@^L1WBXlt-v9NNc`&eHT>(pFy zRHSCChNBVItU>p&Zv_hTHkC_q6P-yL%cbJPH;_>^<7jlmtO*bu8BSYb+ur1UM>m10 z)reT>RVU)Bl>&|DoupP&zl?0TfpPR(Vh*PxTuCn1Lq$w9s$Vid=9E)jY22rGqTP6? zis(gE1OZhMAYv>ZLEJ}q4yqzbP_0u9VnewC0ym}*lhOIF1a5>>&VDlLQZhI%VLb*nvX>M{?TU z@Do9S-#ET#jV?6(3&-SEs_0}R!@H=0x{H1R3(+s2;%~*?S1RW#DI*jvOm*Ea;^u29 zgUX$slQKfNlNAQ)c!H$cBfU*W6)`n?865&-lI8p;}= z-`#Kp=Nu5B<$9F<4<5n`^-0FM~Qbp~1w0-U!q$%d!f`O=+k2!4i|7ngMG++z!ri z;6j4be&CSd_ys?hEAtk@f&{5TNOmZMS7V#g8-e@vg9Is$M1%#4OofmjZ>& zTWJE~4);?7pcz(~)LM!*?*sXCPdWQ-9PU*CxQQ89C3kNf_Vkr z42(x(wvX=o`+sNUKRBVHbn5p%pAzN21il`9v+d!AVy#1#wbkZNyR@$b*H-U_GHFw7 zwf%VMyd^lh{HpZ9IF(s7nAK%3Y2&cQ`%lcUzZjWa3?T8~Z;qBvOC*$RNu3H1DEUkd zKe|y%y)YJ~WJ^BwEjV0)vt00g=kHq&iY*vibI@M2b9{L!%cAwyoaD6az%NI)M-hsB zB>bH}ek8LNg5G$1PQw34@ee*e@X>%sab$9aqVf#doj)rj{Err=eECRrS5P+4vN#mF z+PhB=)+r$G*LWeK087}QP==aLL!uMF#nG3@$18E_--5$31f2BXm4nn!3Ju$3>=#*l zL-okFt-5yb&Hj&6lUvAVzzN*^8l75&S-dwOe44nWUR0wpV*lWs;3pSoW0Pp;auvn< zQ!HoDcYiG!%Ym*6Xc9B7^HVIR3t~CY4UOg0DnKmfDa3LFovLp?#&YV=Sk6my)H8H3 zN%!3G;UaU|@jn&HHT??Wm?u#2Gd9RuJ7ljh3gpSYBcaYWyOGf`zP7a3=6bg1T%W@8 zpi1CK1mD;<$jPI0;i45+pj&ksizt_j_q(m_IkmVH4 z*#}V`?=B80x3frv_M|C87#{inchdI^ZF^*lF{y(fPB_Q(qFt%0IYfb$3NO2sA$2=w z_mMtj8^P!V{i2SdIi1IaIavNG$nZ{DUy|L{qvo{WFgs7aTMloSr{6w%)$t1X_SSgAiWjCn@!`R& zHA*6lL73TjlicL+B6)hy0S6sg;teYwoBAXK2eZ~s5^21^pOrViTNbaJr`v9^%A+Et zy%9R(L5JhPthLD0#xq5;@PNwRfo6NwU@?cRYsT|N>mMg zVP-Y;T1YH(P(wRt-JT``HllfZ+8eMuup3~fz-+(_z+}KiR^DFr1}qQk2G}Vu8!!Vf z8L$xzXa~#FxGi-9>=c*{m;sm!*ogXVsd}({uqZG;_1k*3V1{6_U_7uoHs> zLivo@CM_wqojQw;^0g=!+=TMA+;IxG8l`Xt>Q@2ZJGc!f+>kNog++VSpuGlw!Zk;$ zEUD)*Q99WTxZ~~Abd*j`LBZfMv{xU>>Z07S20HKsS_LRF3i*DVejz&jMws3l?d8pf zS7?D(FdTvxoeCRJ<`O@?sPOrjIVe7?ioR$g+KUUlXed7H0pC!%xBpO)J+R8?gJ+|U zG`4yj%v^XGW`2U=!53aiqrkMgWcL(Y@dG&j=kEAL3g&O~q4L{$*1M5Lq(U@rI6g>j53dmz=Fx=NQ}oYy zI#b8@9{#eV72jtsF?z`%^q8L=*BG*dgnJJ!`-&yT*Y$W@3^V_hAU0r4AKFyBaRz4R z$L)wq$wb1HkhJk+XN7yX&_|!PAQrO3_Q|82;r@_0CERxSyPb$jBZzZp6!)Gapoa%! zhO8pB1p%}6wpdMxTRy%Q@#{k`sU|K?X&m7;#6S>_*`NfmST$rT!9&9~#FF+)Lwwdp zZWWMOn#&z`(Ql(Lho;$aQq2MallrucAea{?3=f@Tmcy0F{5bB|HvcBBcIBa3svtYe zJCykZIO1F}T3dH;<)JrJre+3jDo=sIBPcG2GtMe4L6g2a)qx?bvA@gGVo6K4E&M&0 zbbNc4xO|;>XU1NiDXFJ-Z`>ol&$~g}K&zg@TAhV{WaJ-IU(J$#(sU1}zPjugO$ZN< zhk`DJQbiQo-XYv~NP~ZLROr_U-%@RZSIY^>51t-B8U4;`BbTn*I_71s0sJuRDg!uh zRlZ5UBg!0rUQ&F=0L4|kg1{ccT$B{nDl#Fg2@&1FJ>xrr$M*$%R>wU=hD!|TBkn91 z6YJp5b2aiXYVBokyQxKM`6DyrP3md4Ln}Lz_aZH~TseaN`KLF(IKja1)&vQ@msk!BJz zU94>AuTB81*PQ@_agB)c=qHC%BcdGmy_rnd&lrV|Jf`bRgM6D{LiL5 z=LiAF-G8*6`I{bK06+dm8=AhrMiKDif3(pCD&Z#{5Pb>dyFcCWudiJ@(!Bl$ro8wV z0r27<*lfDabiIttk8$QR$gU$n$PIP9jE=L&jTv%`T`iR4sdOE0gAA7noOw9e6$sw@ zKm)^GdoTYFd+#0A)VA$^A1f*w!NSr(m`O00-_>Y-AWNeK%^5x@7S=O7 z2u<7y2Bbzxut8LWP=rY6L7)S^Z@*69lV%b~Iz4x5=p7*&=oLMtt%r)0q$sY{o z{EY7a8hBp^;p85YoD7sQs=}0>#oC2~8%i9(s!uy8hY~vp?HVLGePujI?v+Mk?N+!L zGZSf0(uvZ#layuPVjQGP%37d|52(a!fkH@7A1Wx8X0!&Bt~vvg^5@`f``FF}O zTW(xP}pfx2jPegDQlB5 z9u|Czd7I$~H>(a{a%d%nYXK%j__%{K2C~a>Cy! z&G3P9{O|U|{#t70KLr%#3+4P*HlF?o!q|0pOu7G9koBc+{v>B%9Qms;wTRjbpAnvn z4U5r4QgqP8`4abKNtrMiE9YON^F2P^AzVL0w zIr-t(Pq1)3`6fSF8d7~br21H3o|?59J}T~n(4z+NO=a^n zK%_5Y<`ewW5eWDIK)@ei;cfMLhS(G!qzP6|C(1Al&L==%MypA-KD4$Y;=;%_QQyjO zP8cI8S9YiP(HmJ|ao=if(?Rm&yn0zu2a;pPI8qbK8x^SQTlc6?r#FHz4$~0fPv)!T z12|sF2(QqlN!T0_xr40b8RBF?wHV=1{z;^!zNGI_!yW3pP{n+yv0=y$lX#C#g^ee* z7#*MO*9eUYMIMTn0-o}lUPvW6v7I#Jf$i`2173Jzv8Z>>h{jtJscvKi<^?I^N*zCw zsCeg9epa_IlGXhPfaQ(i9F+>l@^33lO_WQ_ct9Q~9+qIvx~n&)d+e^~)&vRZi` zfv45V9W_4%%>Ge`wLt*@!cta{r;AFc$T*g`oYeV&WBg%rS0z@60apOqt0zqWw}?n_{nU2K;rC= zEJKgAso%5a=oY?Sk&4)X6yBUUy3SNhr;4LX^tlSB_;A+f(iJ!#bYS#{wrjG{2wH5T zTnIZ)O32QW^?Fl~5dJx2_%mb!0y7*$U`A?Er*P2jJDXClO$Bl?KKBsUF3?jaV> zd%DA0=2=&k<-uN5CdkQ@3a>1n^bnIcw3uMfAhwFy3`O@;q1sz*({fP|zVdnwx!2_uZzL8nib*efo z_eJiPvZ{3PnsF_uO5&Dm^s%DE&S3IIovLLxq?dX$%cQ8#Elc_A)8=5IIp<{5Hq0#> ziruP6J2znf%0=djCJ3Lu)8xVSGYvqIWdMrI1%~(nptCy-L~gI#JhyDY(wSDkk;r^> z14DcPK;4~&BDdqf{X4iffcrX}4T$mF3HLKN+YH=W!7T#rU~mINJQo<^3&8Pybe{sZ zBDimZ8yMobzz|;mhWHsw-U4TTbe{z`FvP*Y5NpA$t%k{e0rxC8dpex`(G3i-7Tnru zI6Dm7yTQE%+*jdjK#YSY+zD{@0dQ{s_hN7df*Tm(U|@)~;MP96d7%Z)FP%(CSq>4q zT6f0sP~InBrOEj|Tt+*beqB=oOVe@m+OkJrK`Wg19L~Q4Eb=eHz$D{w@S*GOR>jug zjdQUCKR~}fnaoEQ&(sb^2J{~i0nu{s73;zI$Ia5H8IN8;RVaQj?=8Vo6MV2Soh~eU ze7g3Rb(+2>7_;#BHwz=*Bt6A++VN+bmT-9@6TIT-hOJXe{_&mH^pbC0Ki+3Swp|d- zoWD=v{<&1|e`-`zdBgdh|Fi;ACNg0t69-wUwOfUx=F{BvRVvDLe`X$VNT|`Od!(t7 zV@+SmsE=jNj@Ik&(V#C<#+7r5Mk&)zDTaMO%?Kw( z9)U;z+O(8uDG8RSEq3~t7L(PNQ4SQ}?Cu9>Y>fixxiMril1H|QKhSg2UFnt?9hB)D z<|bKLrb&I2NmMp6Wkhc8wpLMapeHfvGoz!jovYj&sb#u#k5FC9eKIfj+Bf&*`q(z7 zf#_bF+t`B~_jzJ&Z^}%|CC^6-x4wC7W~!FD+xwUZ!_zF29$+!;qVFS!)8=ik>Z^!RXjB!$`rq~Udpb6{D^Hgy^U|8UhIDd%Y6+v|-P_k@ zrZMyqx4GIjIq5?MP2|W+x@TRC;6st)efPr zw(+8_7dT{_5}Md)gPXfA`JwvNq`ST!r1V2*VX~@>YreO7`*UM-s;bmpMkLIV;5aQd zUu%jrPkC2z;K~gjrNH#7Qrc!mKD2Ep+d~waVFZJA!=R-$YfZ~mJ$P4Qm zZXx&RbI)js_c~p@k;G&7^^dDwg9lhBCAaAc8F{A6y%LqLax+&wNJKi1pmQDR5TG-4 zibUn61!-S&q`=aLSbm~&=5QkJh`pxKjH$`HlYcwD#AeB?6gU;khks2A%$zg*NZ64x zk2k@L2FRcTU|#UKGu-KP=u6AwF^1r}f(-s)=e_XNBzm+5Yj{SN zK28;JT;e;nQTYxVzT*zxag*W#Arpwl=Cz# z<5TsQrjSBzy425#qiJnGDLm~U{IZ`EV&GDLDVCwNqDM@NR0>3oSP(X9bq7J|DmIE4Piq%*slR;<8+8aQH?UDvaEQi6!3MoET)?Ul zb4XIz@l`A>2`VQ9mSYZG$3~gE)GxkEOWLgLxCaa{i&q8akN`@-6$S@jqwc%Z|B*mT zQU(Lq&tan?UFtL8lJXq{8@SFomwMSdw4`Myh0;!f4cM20JCT+I2qYA-(Z#vcyTs9w zBv1+s9fZ#PBwfS~mtT)kfcoL3avg+6?V+^xtKy{6JL=e|5pb<0_R+ z4u91BnRNi2kQ|~VS}I9Bq1D}CoxrF+sghG$=8*0D4O3k1c`aPmNZy8GLUp|;G*J)g zBU9Wrr7B$asJsLFe75&fs;U_yCe2OHAaDJrnox5=MK}z9^aVCMr7_*B$Bx&Pi^` z%j~A&^RoHk!6zsLbL~1rJosoKhzEOieIXuPlWtUE%ZPaxUQ2b&2`?DbMf1gjA0Xnv z`GYU<63?;O&i!tZjb)Zu&V~$QBh$ee{X9t_6>6D7mh(|Y{SlR%>as1=@rcvyzTMl1 zI-MA0#qJV6Vt!df9Ve%;(e>2Z3e4zPd*M}NLCkvyZ*cmFs!|@_$NE_Lr@A5LQF0KP zPnth}X6RbamE9@AZV-8i5g?AS#o;!q^Y&2%HkObDTdWHDAW*R)RmY(8z1@5Y z;|Fo3tIFs>%nIi$ZF04mgi%Eq z&!^lN;+rDRl^;@m;i-ACEcf&yG0e$ZS6`3EFf2uJovPISyAi*Ikl@c-C=$(twuQ+S zkcM|hHd=VE(d|XT8MX)fy<;mv5Tk;G1p2WMvaCcxmSQAiF@%t10}|Jqgt(>^iECn! zxaRLemhZ$hUk5NqNW*=Tx@2+y^C^~4wPgF%^< zk`H!EbXCF)Assq&4k8^IbmmM?fw<%G7oB{>5(KWF=^P33GkVyN=ydqZ<7nA}X|!AL z#zfve?2Bxi;=4|__cTOP?vHWs)ukcd-vaplP%o@12PA&~7|;Aqg)z$0V17uB^3!|= z*-_ZJ@Z-Gzq!bWq9-+8^C*Gr*=Qh%;%=%WS z3!Y;S8H(hS$WNP9{g%$`?VlKu`Y>**hrsV5`O`McZG=pyUdV)UhfF9H$b>>cCe-{` zzI$|z;&<&|pO*SqR1(7aK43r2NtmGhr3~M=0cc7=GHmEAC$b3e(A`_d$j_I zXVN}zQGGuR`zxVgvCUr;;f9Z&vb|?a>P@OV^)Wzs^0~?sf7|NAzNngiHm>@&=Y%W7 z{Wr7F)m$m~yFJvwHzwY0GPNJm@&gVWpB_HtJFnT{-@JaDF@L8dCJi5TskZvYIRnb! z6WUgyH{|a-!1_W?MKvtZ7^*0s>FtbqG2VQvzW}N59Ifd|e{b`UJ6~tmU`w5C?UB5m zWE1v`n$NGtWAnP3tZU;fgWU9X<*kozSX9w-*_yp8(|eV4#B<|?-oHK+SlAV5K(RN> zuq+MFl34$+!ZN^!qIyCb*FB9W)2uS_R^=*CTM@oQO}2UGwC}u`utQ;GV;=F1EBEbz zt!|cB`Q}5@)Z{+BRl71F3VA5uor#YkVZB6695NfGRrXAApqSLTUhJLsF|x5%5q6+g z4!2tSVls(}My6s9q_8!@7tN%WvAny^B@8|>dwb{tf(ipKyd^m&rEyHfW2E;V;$nSI z@T-fl*5h!E!K%^#WwYo@oC54X+gzEQJY`*_1NfQ#p) z!CKE2yKL`uN89Zwsz+Hh3ff&!tED4qq}KP8ob0-0qJIfB>4!)N$##DKYO4d*%`qXm z&YCVyeH8M!3kx&$*%y4fA!s2pEtO0i=}lhVlqY7|6pkP@;3hpl5rUftGOSeypY%R< zli}I&_KBIPqp(KV=Sb(!Yu3IBBnDD{wah-79^$^}BCUyo!x{Md#W$>jh$j1EM6+0h zr@X&GjMc`Jw;@YssFGf@{QRh%hcXpdRi8tOxZ0S2q#P!jNlsKJ`iV;;c49fQlj;$9T0Rm6}^dasCLI0r9-2uZE{CKQMgE3q?;AlD`O z)=1Y`p)yoyrQ7*yGtB%2o;5++VWnyQZHCgRY_eYa!~B{=-z%#~Kn+`XK6r_IR8`sI z?RK5jJ>;j^Rap2dRb5%?IiZaIO-S8QHQnP)yl$cMK*ziMI_B6V=)L50Y-Cg%qFQNg ztK;B=A}d$OS|Tew2kk!eCRiO!8c@#Wr+^zIxv2j#{BB=U=vlRmRcx79z2X7xf{trj zebr|SzuVgs>aW&W$#%x+We;$h>DM;iI z^;Ay#t|mQu;zk%9iPjq6X0}Hy;G1_M=FW0tv^?KD*H`^6r(L5-&zg9zoSktCy>5W} zM|;#PU-eK<`;I0(bD|B5zKLEsz+K!PHQiU;pVR(ZliqRSMi?D|o(Y$1i~5JJI-1k2 z-lS(l>?E^g!qF@y*QG6L)JI*P)2`N}_XqJFnVoSR-Ol7LZi^c7QCH`*t2XKFC)&X1 zYv>v#H}hT8fRFlmPW$#Iz1_r(Fggrf%;f&@E~?K*eI}<}rAg>FVrLn9Q7Af_$-P92 z>h@8u8fsT=(vu9nX0ANBO1cBLjE38GCIyXrDJoXJ&eje6&!?myJ7 z*rd0DxUq~aa}j+3F4+>*?4y2cs9m8+XeqI?lzr_y+KtKWXpXA)QI{BMmv7RWO}tmi zW}ZQxWO7e5N4@n?7Z_@nYts7%(WaEm9aBi=5c7EJa;)@y^$5U(V_%4sntH8kr_`W2kZaNcKqBE1xEe`nFrWQ4H->OaO>q zSP*+t#BE-)3kFsPafsf2>!isauI4)G3EajlzrjAGiaOMR|T@)HlJozrM1pu+35GL8<9=+Nbof}oL{RJvZ?VDPJRhGSMOS&LgQV{ zqNv^~R&Oc0bC}&eBFpt=`g)BOaMZT&8hvnBe>BnQO3t)0{+r(FI|@yALo4BgZsdeP zI3aTwPEh8;2_a)}f||bq?)o_(u3znFoWB9b(&=9zDE7PBmN7hXKOb!R6q;x=1g`6O ztNVs7n!lm#SG2%&WbRjYZIEeY;9IxphG_=|VOr`iOl!i0X_NfWL_NJi1yiLLbyMz$ zy<@;sHwM~AT=sauFb)iB7=>XckzrDWaFaKhV78aNrTX(fxc#Bbr-3QkjW*2by_szd8y`zaRkpyyExyZ13WLOU}j0F>AVPOsm@rygU z0CzN?0e7?<8NnTfOS$>NupA;xWQg2RGTc!aNLq91Pv^r|d<90#-;E}sgNO>vKsrbD z)y4LP3^B;;lcU*m@11^m%z}-D4^A}Q#EFK%my|Q5Qgon>*P%O%xteq11!Yf9rcr3+BcOtIVU^|yL)8*m##_0<_YHJ{WEVrkW>Dr_SpXS&o%pFvD2fLxfB{t ztY^|P)bRc;UIFQ*?jd?qie*-K zwb2nf_N6S~i>~!WpYL7cv%W=TcGJCWZ8-D?h~2LD#hn*g>$9O{=WOvkL%%=0xDYXI zIy$z}m;s4i_k%ffnZCQ5tj4%=0d<~@+cWgX)4L1R4g>1k^k&=1k-Asma&_EDhF__h z(1|>ObQ88c1x1X|YdU&(T}Yw9VM*@i)v87kViKr-R^Hk4( zPp@-h*fL#SjpUR~&&If^St+nIb(2x}tV)0~IPl~!u+IJ!_>t)&_LLD%@l1Se`rZ;` zjjBtMG0r+y_AIkOSm#WHb$0m7Iv+jaV3^e)L)~^Xucsy*c|%y|8b0gnCRtNfM1AC; zB8;ZDGK}-1gK`Q5(DZkV!fQFsOgG2I$?H?FROMY*+?bpB-1kxRJBPQtu>?iaGFqE8 zU7RtR5Y1C58iCar$z8XFTccaKWLP@7%xY4n`t$7Ry#4)S6yXzj3t&;nJ&>&qi&tyv z9)vN*$ZlgGnXJ}eT4PNXrCn>|_7+C@BP&Sfvzr_o-qdwq4h6GLeZUv-=;8%c1w2pB z+fwdzCo<_brKubt6=Xk)mcL;2c+3=_<-PR2{~xHXb{A+V9R=>eRTHDj68#k78eDG(kkStIi?*!LdxMe73~= zF)mEk@p+v}5!R{F+{WC-ZW-h)a62|jr7Hkgh*H6_x)rGzw2|sLys@)xD@XGe_|*ui zLkvh1V{n{czm09TY>YF5v4hEtx!}(Wi{Y=~d10$<_WmiB&+GQL=oR4w9S9HK+220HpeB}Oh7n+$Yx2-s&S*7&R2w#}vh2z+j7S&bJiw#jLX2(7c$58Lt-vtm zKo=NkOa;bat}-63l(o{uSac65%M1=M29}uQ0q9=cNsxz2mF^&ADM2>?Yj+3^Ay~UA zH~_~D*K$~gqQC}WBuw*i6l1)I1C0x91R4)xd<~Y1*7ZZ<&X})xCCwah86RI*NqDRp0PZOy#5CZFnq7(!_U;RdUs6|FPLzq;`v0` zDr>XFP(b4J=hrvoH2KiZ=wEXa+MOqmXyR@I0f<$f>a_`KX17X2 zjqrm(O*`KTBhyTN_Zc^+Wvs|ZJhMh%9$V(Z$g**TWPZ3r^%ta~pAdXx!oM@>MVNbuxFiwx&o9+D4QL=IPeh%?H#Xg}@>mw#*JrO0|OM%6p z^-AwXwY`Y;^b*GCQ8XKNb^fU7%Y`D8uzYlr>B9lm#`8%X^K1@%hWZV;?h^jr{}-;~ zNKXsn*3&!DJn`zeBa0YDK3*HRBfYI;y?3TKfO#5Ybn;cN5n>cHy%jO4fH{+q1szqA zhc~vL1(|Q;BOK(IYnDdwx zHRHwzt}sYX^p3y3`6%bITT~`p8jZ6UQbu;eE~Fy6VI~v1Vb5UQs4=F0ds$SxYPTn{ zd*$^DvgvlFF=kqUuV1U@*sV;VgWLJ!&9UgZm=O^kC2H z@gAbjdR_W@&WC8(XxzIJ1b)6M1p+f1ou7344AR5jAKQqKJ_i8+n$#J-XDaa>+Gh{( z4Z{Cy0oUYCJz^;U%WLT9+58rEq!HO8GXXTH<__$vA)PYl+%bkuF?5#9G63Y}^cNiu z#3Br?pXsEm;<{``s31PE^CPV15<>fIfYB2jJ@&1yET3GP7Q8@Qn_=*eJG0j5-u2Dz z+*Ff)Q#LyMoKBUE68xUwPZK*c{{Yt=X&dD&(O`W9ZWbmvU1Ee<9aSr}c;;Qx4RiMw z{w{LcFK(+MSHtYoaKO{%0l|PLox*d@Rec;FzIpEcpJ_N4_cKj+>CC%=g6FD0N4XOi zXcu6ha{)9q0aRELrugUvq2x}0oLvBN&IQoe1VCdvxb@*|2{`+s8zARgAc-5`Y)5b_ zfLj#YprhOg47AHfH=NxAZg+62fE#p_JAr|A0R}o380dxxwBZUhoL2a1$$FijQs(RPF>AdH`T(FL(r1xJnGT_2BIFaQ1}Tm;zKX9)XxCgNHlb#F6va^YLz>`M^(>!U|5R8yB5J}-P#uF08<6(`JaXyhvazg&BazuE9$TAFlxje>-yU!K-s{P>Z(bi0#wO82->)nH`@Gnpbq+>!CI4NlZT|g8=Ox zUH|B^Hq;^!{6}QE^D=J~IR2tbTBQc4uwPCO9&?S@ueHFtvae`%jkctKT zXB~q70Jd!N70XP@ohkmnOk7kkUlO+*5Fnb*qiFvwhRL*xs4S*%rl1+@m&twHFVo_a z%q?#LYjzZV3S=ni*fD%*%L+t4|J^{2G7IC(B6+Ntc zV)c2uY>V5Y6(ArYxHZgO<;_Y zU{CI1ffC&G=F~wYWczQL6|!B%yygjpTD9G`U>6Ox%WzH*UUe(hWzg)&*k1k2u@Trc zyu#GjeVhNJre!Q2r8;KY8>W`EP~;(Gx_g73YF=fm4y8IP%_=IgQyH;H`?ibh}IAE4~>H$K%NK! zqz3fQTVz-_La!JgZ{W8AJHl!hQq7XU)|l(_ad&0QiG|LE8`l2y_QgpgY(Lx`STY zpgX9Nj<~0gOkz&eXGtpd7=gH8&3PJrEqq*z%>#s);sjRE8az^tq3i*zKoIydFURNu z5;F%R0e^=>0u6r(93T?-3up!EkW7Gx(Vwr}^9s5fK{9X;$;1W@`$;B`Kr0ZW`G8`^ z0L4rI$QTbLrGR3_0L3hsKr04{nE(_sEW#86#Vi68b1`&*Vg~#s1Sn<^prL_c774vzS6)Or9b1~32H?Ltufnt`vffWUcSvndk3KX*iTmaykoj@_ah^1WsiWzEu@4Su` z1&VpWUD^epn0JE#W&w(MCs52TFgO4!3KaA2P>KpDW*4xZ!-@jMoCcSa?;x1Lb%0{t zdWUuaDCXCl1T(M$#hjK%y8yIu-wx6|oJ;+wINAlEnCm+TE&ECH5c?3OzHby$Zve|L z#engM+5w)tnFEGl8sT9#31h(lhY>g=fL(?py8q*r|D{VI|KgRFZ>Rr1Zu$SXW&Ypn z|KpbbYuqwtoLjEs#wY5P4R9|c>b)A^+9o1+k7J_V(*f?mL_OjF_ei2%?f_Rg5#f8( z67|vtxEhIi_yMj~qTc-h?w&*h@Hv=>jvwF}C8A>xFFJC7yD1SNd=@66uMTjB6VTWJ zZfgQMaDe+N0YQAy6VPV|xRD8HzX9&q1hf}iHvwUMoD$GZ16;2JwBrERJOOPB^CuvX z&$a}#`2cr$0{YkhcWMIKXn^}Z9-(|HR zXf>EW9<2=X$0MANQ#^Vb%pZ@IaR}>E8HfJBiRTMTnpD zSoBr6ZY&xL_Y;c_g!_p_kRPX5^jVlc7VXF6YQ&+B_hWYr2nl>hZ(!(hk4Q*UzSqG^AjV3^FJ>xX1k! z44OVH(vTYJsn|TrMLO4X0gV2o!_1{{aeK?@)#Xn*{CFkLrfA3dS8(q~T%3m8#f~4b zl!WsyH)^s4jaST9To@hHOD1W`df z5%*!xu?~Hg!tHG>r*$+_Q@T-{}Kit!t;a?h3IUb75i(OXdn!f8l_4ryHgipw2-dZcGl?#2sMaQ9$gB2D4=kvpO=QQ(SQ>>zoVXddcPkGm~Qw0u~o zA(adh$-0Ppg;e--$Z7S)QA8eGJZ9mt;zOtX_JKKRz2y>*vv;QcBX54eRC{GG(7_N6 z1{K7h2!^IB*KPZ{k(Yfvlr4vA~Uo&Vrvb)Vtqcm{4iFy8}~0? zMGE>#h3H(-*P4dkOXr{3U{c;N=PT6byik5# zG*>(@T$hjdl)LF!=dB+ne-OxLq1x5Hu=BwEyldFPVE+y7RT_i~fDeo%?@-g&*XKARBi=f0!Ok9ePIlX?CR@8?m`-)t^c zAgoUeTdHe0!x)gC$*fNoz(0)*HDhG|2bR%5``GhPF=_<-T_ODYV%CT-BUdkt>{ftd z@92s|64ENu_vZCf;-NnJ3;=&(!rbPcRobm0P;{&!9O|P7y6UHGGRU&54nJI{ny@7! ztIKgq9=tJfMcd68jndsHJGwc;I0Z1D@pQDJxTsro zFV}6szz&?JD65dSp)7*wp+x0qtMIJp{@$a7g|Q}=U`NS!`4AhD%0WLsoKfhX%`7Af z@;+v(;eH+Sg$=q|#}Ioqxcnp5b*fi#EkjuO{XORHqj?yd^Ut%8sh3PsjJ z>wA}a@J16xu7Bu7*1zi3C8&~uE6V)eBEYx^JwOD*-`LwMOU?M*wSFYz)dWa>(+{!3 zg&?<{%6yZzx5>so$12&KM5Hx!;&5r|>J^UHSli_jO$3$Da~y;<$%WXF=d4~x;g4s? zR~(U|$~5LNn~;Z^r3%YMgHMqR`f1wU^Tle)n#$A{*$F=_6Ew3bNaLraRm7mQAuY{) zY=jL9b1n3MzKml-kdDu6vnEF*sG1U0cwD9+^;~-%qp6U$8#WdtDp#nIY~{?enCjxP z+TP_p?js|R$u_<$6-?sk7crYsT0K1*J>*5HG^>m_RlkW2#X~J>9-}{_wtR*9H=Tsq z^7*l!o5Ziy@|n|q+y>@sh@8jx$B$dV)C(tfs+|6DOFjM7txUeH$$g2ma(iomAGeMr zvt&i7Q-0jMW-Khd;P#Inw`1&O!asguIiQHY^aP_RhLuPM`wr3)9c6rnCTR)E#kfL;v}B1g{?AH` zW(Zc|Js7|~PZ@7ri75iK=4~u3P*)j$vm8@&9V>Ct#aQ|-EfBaJ12A00O88Y^iUd&l zJ}@`{D}i@0#w5@JRlorDb6ANO7h^+!iE3hLuK>z1)F9me%|b&h(hVqsZWx4>kmw+! z!z{q$teuI{H?PF3J&%=$b1|NsK-;4T2C$#SN2=g@x7{_-k~+>=aYpEJMz6s+P6gIboDTDpCQH1CkY$=K6Dx% z?vQ1l+_31=KYsSuSGCY9(zW;*R4KJRVfJ6wLf0qRQmhje`A=vY^0!X;wa`Nx8|-(B z&ZtXc$s89;<`c&=Kc&KFj5yTVFT0xqiR)UT3|6uZz&?;Kh6e_Cev`~ljE;)1&G!05|j{M+WEoZg4t!(#P`A(TH?vvEV+Sl*+2irfMZhL`y z*=lZmkE6YUp59BH?C5Cz z{+E|~Bl0(U@G1N?SJUrfZEs_EzHdnE%`B|TsLnHM>g?@tuIXPyBkN@XM-=KgBKC{| zTU|o3KGFWDyYHzG3+Yk;`cdoZV+GS;tBqks28bC`6Qqdbiw&^EIvC7FWXMeOz0%6x zYtxKD@M14-w*e$qY-d*?@p#t77wqJtJgzp=$FM9Si@V1zp-~I+>EgKwOpV|!J`e>t z@Z`W6`0CWG@vPWK#hxp*ZcEX5`Zp?rMiB0&Xxkl6-^#7LYwxm1pyASJ;SYNv{a)~f z*^VT-^ONG&Psu0-1)l;E6M6f94Ewu$?tGB^GGoyJT-cY)4=e zNeb^m-uN3-KI?P~r+!!1=PTTY4*=nYv%V7dnUMSW8uvi}pjQa)^9JeUzgfk-K69~6 zn+c@EQvvR=L~x%<=(HiY&nv`&biTrU_yEw);ywrx1Oh#Jr1Zbh?fH@dnuPlxa1Yl7 zxA8LoGzs_NBSAlh`yfcrJWbg15`nDt=g3Z%Ap8VSRI3pwswHt11b*C4{0e(s>yTV{ zWX}t#ilU^Eov>#ZIpB_EnhBA!Nm*TIX;ispf}5@)-ef8%Yi|p|ZJ8KF@-B^<)j@EZ zfui6OX;cD`xuAhu3|)YO=iQ-Ex55F&fS$4_aJmp5L;;x#bTIWcbTvp>_u!yK%Ibsz zs4~mI`G5yIRbX^s8psLP1v)t1#duKyEfRE*PkWXhRWMk&gOCJ+H@O%ex^?S+KnpWO(9U>f|AeRUVkx)6p+e=5UFs@&HB1_5ABmlvvR(ndN6qIY7#<(wmA>% zyPJWSrUp%3z?hVo{y9tir*hOy`Lq4Y^Q_MF{PiNjzh+hBKTn5nb^{~wa(9PqLWNdF zklV(EHFCnW6}4J-LTp8|!HxN85d$r-B+`hT)49W+oFlgk|AbC36Pxo-ZUe9T!d$gnH*^ zRad@URGGe~1at_WOGY}s78sMRpF$^fp33A;aE=XxR z1PX(Yw3Nd{7ZlhvrzN-{sX^WO3+~PY>IPXWcxp`+Oi+~)69v|Xp)usSa{oLec^ydK zz>1iSxijah3~MW$3q=-7T277rAH(yR;pyVn#>&`d13^shn$$s{m*r|8)EItud`}1$ zf(*4~H;>Rf*6F6|jkS4&N^rN?Zim1GN}MRoNdxVkUl8q{=b+tFWB}SdzarW_mZ079 z6w&Uv4N=J)(C*O&ft|mQ8~l!T4_}k;e=>9d#5z^4wN1sw%lCsMz|~#X+(32u7%l~P z>w)1lCZI`8Sx*N9yFhJYL~ml};7bCWB9%Jz4ER6%*E9)vq{h58lyr%@8>oXT|G`tB z@A0~yWXLMKB5~|I6aR!JTKC6+q&o$xw!e5bWx?%556cEZ91#uZnIP+oOMV-fDLOq~ zCvV5EKj@?*W1?X2cxQkf9)-+dU+IX*K7Z8#ZReSw?d*t%JpX;?VBK8Zi#(62>Xant zL`ln{9LvgG2s3t8wSVN#;R8`5ay}1}oGro2F_FtikXEd(5E1LKo;%-NcIHKu z<>#KELY}moDQ@oj&Ek|tthD0xauKl=_H*Y8$-5Zqax5adETWnUE*AsiNo9XUNa=pJP9FZ1G$E z07Z@Q<4+9y*%_Zs%nU~{GkC78aQh+rC>6emp=uGaUkaC>TiptSc8$WIOUR%n#mDoAX#GdpgQ~-U zRSlo3Rggekd9QDVPZQoLbg7o;N0pk#8>GKi+H&f*r7cTl{=De&%rEO_eJv-nRABGv zZ*sl9k`DU2Wu1TZTFJk7DdwM?{;wqt=jEz2tTU&$L|rnG&ph{5u3?jT#Jpc-=Oxu? zcBijgWfn0{+91z>uB{X#T?Z#htTip9){^^$uFar6n|IuFicll9>qS7 z^?q8cYDSAm!{|X-^)Gb~JF^$Sg*CdjK{@pkgP71Ef_AgY%qHoNRn?yEvIWSVgezt;MIruY}N*89g=J^cGC1bjhlbR?MOTimZk z^T6G5tRN(>?pon5LQU4VN(bP-%SxskH9#ol5JSt$}&UWm9_f)Q0cSR9|W1 zT=Mml8t;nr9>TIW=7d#i9T8;*hrEW;S|QyD=;4kiEL&QfTiJiC9maAm)OE8W~WsEnJQ|c?$d*(iA@$06OFn;`s zqn$G^=H+75V~Yd+WNO@YJVg-4>7UpxHRN%uuRs4({*xA_lky5Ntb$^FD4X-}ws_aj zYKN3z1JxXvdebl(ySj;pHu2{M4pKfBTPM|t^^j=sDT@AwV#IMdFFmlA`^6T~Mtr)N zNg}4*7C2$^5l+7+l(zak*edP{X3U9SZ*(O+V1cSS#C6Cod3>CY8iMm`ef z&&~5FGbE*6DfBBM=oT{#f^in-V-$*p&S-UTQfY6Fd8-3>-JgLKQSZ9cA1n-_h%_@u zG+W?SBdC)4!ef4LznBP(zP^R7ey#u9^**M?kfGFQ{wi9nba93S6kTWIthqF#+Y*W_mj`MtX&+#c0X~r`tSE?6Pr(Yt1F3 z)TsO&vhbLGR3-0;{8}k)**@=1_Y>5;g^Q|=4Wn+dDtq%YBm78r3c6LcFf5zQY@|lY z_ITI2|3NLea-Fqp`kjKgN;XnE_rb@jtZnBL3&fV$NNMk)mV{klIZcO;9BV1WvLQZf?0E>ClpM5WS#okX80J$nsYwBVCpUSxCTC60&jf5LQm_|U1C&; zunVj`=i>?%8p6lL@bNrr&vf{x1Rv*8ldqg*Z8{%YFlU){s>XEqc$&3oI(+00o}m+#ekj9i zc^*wO+N}a5qTH}{E4#!f8gF1gA`I9;C&)XMVH}>{rcrk*k+Obqf>dRi7)9&35m;86=aAZ3@MH`5SH8= z=-NVr4qgH}*@y+{;1SCv=p-Q)q!SZwAV^tUWJI{Lq2}pY&4){SHUws!(maq7AR1`C z#rXHdb}fF$kVP;gdP7Zd+pdT5J?jFqFmeY{LZU94I~ea|m{!yA=g*Eqk4}4Q8i)h%$3mT9y z5^?w_^E@@-`K--?-+75{{`NH~P3xni;@4H&HJ_Ltm*y9qm=pskewl2Be4G;g_0rTo zo8tBFtK0eC7D)W>-|DA2@;%;pZ>=K6MtEY4heeasj##9$8$7r-+%cej-!7%+;U){$ z+jYz7*~Lf+(Q?k&GGP~DEOW-kGNQc3ldPz}sUDi26U{wmexeGa*FjkCQojfahw`JI zsh=u`Hm{x`?up(z!o6mHB5V9_`z54i*P*`Xv%UP{p);C1(E!=}b^Xwe0tbeIS#Z}( zQ!ljP2v@G}F54~3-{*@8qJxd$tWccnwwj^8C?QJpm1?Z39zyju;#r~ZS0ryc;+jG= z7<{usqM zpbfL0c%UstNbbR1#3w}3;FzCKpj~M9Hl&a!Ew_ZwbJkTjB`?@pt5|7P`>!;y#on6Q zZbi8gH6~B)AFmEW3W>6VvEwlg66ka}-V6%yCZ)OC-wq0KhFYTh2xmx9SR87JHk}J~ z{?PvyWklO|Is~rWV=TS@gLJn#5`9qmF<2%UGp1C=E4?_@59Kq%=m8!_uZ;~2<*!m2 z8*?7zQWSX#;=^~vf2V1@@m$$hlc=r+#VtaPCKPj#3ZofCB$;+X;q&EW(cUd?q~1Dz z?i@~+e#cM-KMZmVlv}aCQKD~bNSC~^jT}nh^nWfS$`le2HjjpiSmV)7`Es&GZ-_VV z&sQ9{k%wf#hul%P4e$EpP+C2NevchatU?Nj_J;V9daDZk0=R<`#SYtINJt@3I=_%8 zL_10kxiH=5LZS*hF7jM)NPUT8Zy~C3ZeC74Q&P;Sh2c&&Wx~J7*Laaz~F{qLD zLiI7IWcpEB=Y9J(f`UYaL@i5YXGgs;Z%JA3Y+Kt7{lJL*wZ+J)Zp|4 zle1Z|Cwv~MVb!VnEqh1}kQudQKdE6M9CSzx2VLqP2&3G);%SZz(A6L{Kx)(jEmFgK zIP4%bKwi`XO;Uqf1tw>Ua!jR-QZ!GwJ!B0FpVV~V45XxfN2i97(apyFJmBeC`q(eYvCi1L=hF3 zHYc#|Al-m^qfScz64E5yfK9)2d6a&5ImU7$94auDN+^BU5wlzi2l!;_Vq6RJcvoR8 z1yTChV@}4ktP+gnh!p7ts!&Yd4KWOsU^MZjKsxy;;a`lk5mtQw!$1TrFinr`cW0E% zb12Y0bHMzMri4`42Gvi2%EWrizjXx$S&;dv^!j3h_fd%aPC!NRg#6Bit$TtWPo{?d zZrw(r+~iEp92fon07BEB1f5bPX*r4>G(V^<%M^I!`lzx&1 z)wbqD>wj5p)b|84td!)+#x%4{nUz-=5Zpvme;|%=>zXnvDl;TfW}1#=CQS4~4I`gJPpSx5REa z8?(h~wVN_46z26>$PeFXDR`}g%Un)BNHhLaZ?v=s>Wo(CbEy`Gi|=DUg_kHKoQ$R} zhXs)}5w{C<$f1l;kK4Qs1{4~_f!U{;uwW#Afj4gQvP<*b>3Gdr5Vx_%=C1 zQHrABF8yGbHIy@?bOAEYgT<}kSwJW{i%nz7FH`U8>(7`kPWFhQ>q@U+eUjS=rvD~R zKBMO6*XjxjJ?gvrm8Et?55|{CY>PqpZdV!haO)1@jrC14-@c1gVjNlcBDE+kf>LAgSV89;bP5vHTS|Og&3rGy*|SZ18fI|j>-G*VBGyx9 zj7;NPRW1Vkmd(Ca=U{vNaC@hL1 zzCnh_+gM3u>8N-i1xWWgRN`t*uVd7Ml_dEK%9eEgY0vR*j8LL;Tg6mvCE?E0b zry4B3Bd#BIB84@oMrKoe;FnsI&6%UyyZ#gten`EJb_v-6Tyv?uwU>HJ6#SxoQx#3) zI=Sah5s?#G`6m?fPq@NAVFSGcb7wkM;?61Kjpt~4l*IHmH4_fbCf(Sih(89@PU;L& zwH*+(3zhN5_K>PeItX6y2O5fCy}tpBZ6G!oLYMb|+nPjSlOfGK_c}Hi#^i!vAdtSf zSFy>-Z~%3^9zbaeItjS}*yN*d0L8#MH~^Td0teu40o6IY6s2zoT7>7Z$$;uCNub>a zAb4#DVG{@qZdAs<2YEqYajJDmhk;(cUx_&klK{P39ZS0p1TX{=wg4VGfLbBM6T0vT z)D59(dt?=+8c<-U+MX3pyAR<6B2(DpV(c16yDx##hdNmA_md`c3#;KqAV!jd8?mUu z$ia;OnLICnW(zk0+3?Fjt8fEo62hYZRa~k|s$LAzgdkK1Hv-^MDQFeKjbwBXjNnE< zfG~?CMXJ7PicP))kxB^!C*eFN;|D`+1S3ufChL6!jp_lRnnG$kxiprSq$2_z`HWmLZBlD(iU_D*ozk_!ko_W8yGAvA|GnRFl0uw6zNizbb!6H1 z>x8-*E1-}%p){xyN+o<*C$t}3qOB#)%l3i2tHNP|sc-!>wVo;Blm?QkP>T0)J^t>@ zLYlGp?Y+UymobvkWowHcy&Lj=)z7~EcJF0w49(c-_Fi+nwX8q*Zy_mi=`};%fA+I~ zf6EJib%Y=(TufBO%hV~M{I`^9F@y-Nsl@e6;SjfTD{BdD6F#zOKxcSyb+Hx&*=Y; zy)OZWvVHq5ks_+6BxR_lA_<8sW0_WMmP(~8QIsTGWXLe72PKV4MYhpqQXxgimMmk* zQe!8Bk=@uCW0vo{NA3pjbJ!^t7S&TSKVRqF6k|U3sQsJzfp}sWoE1DFXwS)P< z?3CW1_(!Dp)?prmnLHQVS*jDQlp3x6&ZDyF0#v2g8$STWwt{z7==dB?c0e|k(#e-Q zUL&EKRUF)?WaDjJybrfJb`<~8Kn{N*%&15ne;}+E#cf(sNgG3jmlNm2jvvY1MwuL# zaVof9OEn5JRNCi)3y2+&#icKMkr(=Gt`-PMAV?s>OAzD`;S~s)hyY;Y832=X1a)Nm zi^3NaBWk$^!7Je~^5Y{68_K66*yacAHxv_qpctf#dMluq@?!vWMgi!A0MNn2&opRA z2Q9$@P)yITh(V`O7w_7^ySDSLZEz)>zx;N2xMA;XUv<@}8WBFH)9Co+{LPhars{Jt z?{_Cp6KSBB`ac!^?;zV4_{UOwGP}QTFp{wd_lIF6@6v^wkc7(zf)t%PP;lRZ~%uCMBGZa>vO%hms znQ{rtK(N=ZMuPLLjkT1$rAi>z~2YPv0?l-2gK=LX%XP}ue5iC zaNMCa9CxU!VFAxmgy)LG^Mzp@elW#XGrXMzyj=pAO~5P<<~v|6fzc;n^cS-unAO3& z9L(3j3{)F8pxV5Fm-qyee>G15pT><_4d)*MpN7H)KFu2--55>)pQalj-FyPl4e6Vc z6ygM|C!+C~$@>WMCSL+lTGPjl9fl?{7ml>8aKIR_Qg|8Lo6+Iwlu_hq_-|1KP} z75g7OR`}P$ZcP4NRLk6I|6x5*x?4n%#hs+5*42eigR7T5(>!edRJ8a?#+$;PFO(W! z*Tjs>j#BT++|nt6cB=H`)fTm}3At%dcs>+~*vyvxvykXzq_(J=4dtc*S?B&&KF!&t zMQTXICU+-NNOa-l;H5a5Hwx_ugy*_1nMFM`sUer2s)xF3%<8>M&iAJ#w-{3#q+sy#A*W|DHQj2#$h&;qM`9nt1`HUaVgWcP z+DDcy16s<1;Owr4O3bcnx;)VX?~<9r=(?=SjQPr(amlREPd(jKee-;9PJj+as^zk% zbfjZG5O9#_%}$J4rr>1PWyMt)L4D|i3<9s7XuF$Bfd#7b;)E>1h>`mI&EcS=9WQEP1Jl*@^XMZQ>-K9!RJ{wk#JpfqXZpL$5f9KH8lY^Ef7}GZ(LodvOCE3 z7R^C)g66XSaAc0$mk>@q!k_Wh9fx>}()hPsBihlmz@I77z-#gXIB=BT6(HM~*s#o3 z7LFVY>WsUQ!?_-0`>ZmDW1-#ooMuvFnRB8^hUU4xutIrjMZ^i#=2fGtT9-44SqMjm zadc-8@qE5Vp|F-y;Lr=GB|2S^!A4uK5aG{^gba=liy2$?0JnPju;!t@r9A!&ZOSMa z*;#{JDyk!UL_KQkcOC`JOwz#=M@@2pq~{28Cai(x+wR~a;IK-=dN zgQKk@K9W5-&kVXTjkguKwVYb+OKvu2EHPyaUp354I>R<%4=|M`2e@x)#-!KO;#oWE zayX%^XB;xVk6W~UYJkhMFKjGbsZA5=i05|hsB>|G)D#vqO5s+%CbC3g{l{N?yNeAS>XVqXmzHp1& z3L~{d@o~{rE)4jpggkhrizK*u(yoB(@}0?7bPo)GZ|A2b^AOn6^@FT#^fO(%TsOCwF$xs2jP1Ddjmv{iQb_9OA5W zx`|ISqe=JNWdx*)aaKC|;yui$(hYYf0#ZgBZ$7AIuW>k!my|R8B)v26@B|srxI8+G zsLViBf~a2pf7O5CmuP~yYR2KKK1M$DN#sMqdhn{x6|LaN(#*mTZez&sFErfALfj-Ue&MOT{_eosjlrN+<-WP1nWH)Pv1B{=ZB; z6S@1#@1K|X+yMnzf1wX8{gpl>`U`ys7}Z~3T};OEHyQW;>E+*OGw#1&sef^Rq?1Y8 z*ci8(enO~r^fDSzAIexJ}u zleHOJ>#5mf%LN;67AMzijNf$7@;+0j+T=<0)-kcCiTk|$dUAAb=B#l0onj~6l`QPm zAb{@Yi*olh%$VVL-&xqtY;Dul)+Iuz9$s>IZp>ARjA4X^cf%sx{<)06cP5Lo9}J55 zC9cJN?tjB#UzRaU3wn2QvEoB#3BS^{=6bCgg+lius%EM8mKQbSCA2&Hi&*S6Gv3?b z-}x>UedN5tZM&BgNv*T@H;oT)Ffl<8;G0O&Gw9}9Pg-{Yxe7W5>s-? z&59LNs+I8v(h2>7$UusuOz^8>+Sy@^2<`I0B_}+DlZva)p4*hCb+t7rf6(xRhpeZT z4xUXO&rgSXeUy^C>Ujy{?w%Zuzg_&$_=%8oiDM_uo=ZucHHvk4aMv#Wq^Z3|bnZ|y zy~2_jvq-!7!r6_wd8NSy1X~ZmjhV9~ntkUDYM!8lQbEsg2av%iX<*Pul>53C#_MInW0g(HddlQ^vS*C2;LajM|vQ7CAJo6unQ;=%EJj$-z!XiC?Fc-N@KcQCenu5ZTHM$rd<^Y)vHNkugbUM4nkZF!9G${& zJLBo)ju)pfq=~UP!IaQm20WgUk!eJdA{y!_;-}=p3^yy{8z%?sx&{TtLY2bG^>w4} z;h68=j-}0voj>0^cq#|8gONv}-3^0;`)*eOqM?-|S!4sMpou_9eJEPzf{HZ`HzKJL zbssxxaaQU}o1{sT26mzbX=wdUG_m}=Zd7kmaL#D=#ZI3{AIbA82)!Gk*f{jmq}%w2 z2InJbTMXHSd6P^cpARGW>3Z|gG|QMCb4I%tba_VlNO8xx9_uBwwk8n$Z?L%D+lug0 zECp}QITi=|h}&q}iyxn`T}0;KbM~+Hx#j1im>S}TYWTFP!~Nypb>vb8m&)e*c#e1Hku8G=-?vu`n(Kq!t$Jzz}b{sBO)SGFENsuw_3}F^E%9i^qwje z(ib+_XmcP+1)rh+^m2z&#P0JSS^X+;gz%i}GSx>%QYnwnXX&Wt*wOHVdWR{6}{cFfZ2HIK-5;e*S@FLT~3SkoEK&HZ;caukmInndiQAR{Kx1(j@pBRwjZd5 zw|h1)8v_qS=_NW6*Q!3eeXLI}PMYe`xPOoO)c!qwB65#Q2)7Sd@7)vkO7^j8-R%S6 zeS72-UO%o14q>T!tyhb^?LD!_$Ddkui`a@yZMS87Qk<0Vnb_;&?>oMD?sl{!ga^qV0`khCM^-A`*A2|H-&dXa_x9^;deQu+Ea!sS0 ze7(`pV*iqL?gtMiJ$@OebLY_6r_WEAoD^$Z_pHw3Xh9*E4j;asvN2IO>kd3r9%Joh z0uM`shgrhIa^YbC@USJN6-#yQg2Va|)2^3bJO#!IFg^sMAsFMqctHVUt!m~|*!3D5 z9PicY<$%#2jHpnevZ*4xhdE6B28`!nbU%!yf3BPypb9i+GZ z?~Qy>_lSIE8!-aoHa^ER3t^WByMWLU!635DJ!6`!T zPFsJe(t#j6tD}GM^QHe=7QXnxu>POgQjEuU%%MLp*g*_b7IR%!vyWwaq(w0yE{*g+ zzrapUt*j_kqF!~?TCXkj!X?M{jbC~xemg6sPvE2yu?YA3h+Vw5sr?h5En~t@E%&i6 z^@tzLiD3#`i5 zN~Sz~e7k`cU-kiN_RB;k%lg{X#J=7}lku^B`6;IDj3LE_gKjuW_^;3R?3Z6(<4Le? z1Z(?%V&OslddyUZZh^>KyxRLuJDeS-f6wa+!`Uj=vEs6C@vkdB6$+OCvfNnBrS8GU zCwP~-e7i*?Bl!VJiI#i1b?8)bjc$C(`_O0!`yf2 z56)zSwJb7QCEJs4DqDljz1Q;os)}rRr28(zv`z8n4XTify+znIgXNE3>^~E}&A|1^ zanas4v2EdjUh7H@R>htEhU$W9R3C0CJ8gg9GjrnG0#P2cMWwT0OM`A;mp0UM~U0UhyYOp zpH&FrISK4kr5ickxyfr{Rr15j7wipQZiUuguS3UY5R8J&PN2^}@2*NZ8=itvzi2>7 zrH%GKndNRC&|UR1*0^-ouEvM8ElgCUG?+5+P?X_tj-(Wvu{PE;?`@&k*4HzzqI(NY;hc9O)7QQB-& z9i`qWk)q^n6!12SK(V}ly8!Dwl14JJ8V^6^t<6vGUXV5o?@G9atMoZ0tKM@3mmSyL zdEam~r&Fsb{8Spt zke}+uB=F;fqIR2Kue+aL9Tc_4T%vATw1|JL>g#I>;ob0Qo7;EvxYuAinQ_aJSZC zX@iD1#_5lQf}K#>Pd6g@@=*PwsGtg&{?j9sx7z2AKcA zZL-_h-n+&k>Sp36zcJLtY~d-blQ{8qty4JhQ7v1Xc%Rm3oH$F%4kzBGbp|K?+fiD^ zfjP_Z>w32~FcQ}1UmqyZYi1{;Q4Gx;qJoUfqp>!vQz z60%y-?42~|4SZw^v(_~G<&s#309pbH>S!z?WVq+LgqpiGt%2ehkZKY-2Zg=*(Is># zba2Oy!tRE<#VBky)X;d-m9|$Mg^jCp30()>2bWMZ3Tp>N!ZhhHP#!uMsD;9M!ksL1P@e-O<_Q*+E{@;T14wt4&9^W&b}`y7I$4I zn(@|u-o?fR{O2#5Ep2+&vSfDZhBUui1%EGTdRxBSB9eaO#{RkY#`$ptE%LK1l^KD# zCiAj4HjO%q%R*=;_vAc9YiEherAy5VTQ<%PRYp|)kbK>id}=VVby+~hoXrvAvXVtD zn`aAd)VPuBJ5N-#=>rVjOym%7ZKHO0W-`W_nMEG;3bu>4HnnGj<&yo)Bq?5$S99~l}DCK}!puWeq|awhM(AlAj8 z;QByF_uj>pCn%u|-nVl(Vjn=$lypjqY*92E^ynQbW=JYwbTy-CsG=d!b`QaGnX@LN zH74>k-8M0tZQoi%)?6^E3gJ$+;|W+gb!_l_ zXwb_XZ_2?pIe||Cx!7F{@ zlzOGuSC(Bvp}Hu(ZNU`GraKoTgZ-3I!q!ZFnX}(Z5FLm}NRGiyL*kFA4XVFu~cq z0Z2Dzr zHBZUrq-6;Yf014Zk55Z$P2g`cvJjvB?&3XPr0`La!1LW&IRIiN5fGyUY$l)m;mIQa zVxlYo#IOLwbczFr$pH{E1R%yx32=_b{)kao3+f}31-P^Wh!GSA5R(cZCJ8`{p#qSY zPJakbRv8DJlLR0pC<|~-AGlZph>`FD5K{*rrVv1k%6K!l0Eh|7QU@0RF@L)34B<3I z0Ax!75EJALAf^vMj5UB5iK){t1Av%9z&R@8fOC=nr385c-s*b=E<}Jqg77AV0Af_e z0pt8=wnSz)12e#PEX+n`Kpv8a%z!Kts9@G#T%6kxjDiJ>k`5T92t~!ai=QK7fn$j? zQ3GMe4XteXz@{M!WpE5!1zJ9Eyye^!B>)*zxsXAnK~E5Y3@Ya)3n9p$f=(1NsG$4r z&7k_|a&kE&Qb9fyoZ{>bcfeJK(&mBd(FsMdv_Lo`d3$%-?|Ni07jy#D?%Dx|H6MT@ zq9F$haMObbf;^m)xc@ON5Kd!;a}poG$=8`kB$~VnXKD7{VkYQ>G#C~|ke6~ZA9_R!goVHvhNtHqcY-@RYv-3@rbv#M<--AaUHZQg)u^}n^|$cF*BthXU(32LUN5vn z;Mxx8KVO8quR+G! zSPLtP;tM=)T2DJU?Gz zk*$>u99O$y?~OG@zuC-v$$#_&US{0Z(EctZT&(C!L#)8t@Nrw;S8tEDtan~g0~p18 ztBd$gJ8B&VC2KC^l9%Alrn$E%8oC~#NYZ1%wpN#N?&Y}A)EQ9s69{drM!h;i~+pq0-`fSqKL5H zWER3zAWO>7%m~*vYBoC;pG8nLogy8HHy|Y-{~ygkL>nXlDnl7R;3Z6YmOU< z=Ew$6L-L5oeb1_d1Od>C^NgFQ9i0y)DVUg>%VH;4Z5_W7Nsg3O~h1^l^l+ znm~=qEd7A1lxqG7iZ|{;({GeGYaVZ zDrN*qsJ1R(qfx~il5s_}p^h1M++;)4#n&8%PON$^F=qv5T!3;Hwwt_|@2wi)G15|J zwIHq%(9MHC6=LI~>F=Tqtr`LUpaUH+hSXqm3lEiep&$2m8wd82F@JQ^pz9{@7i@!F zt#6?f;#@Wbj|=yaBuVc?U4d;V+Z>%J_PE=4qbKVzgjS-+-JL_)&e}`p)3FtIgIBsz zd=qYSn$Ac1puTK4dF$#jEu(a~(p{r*#MQKrkf+2Iw4Nk}hNC+m$d}6>1 zNpSi|Pz0BA05~oqffX|dtkeM}At8a4WJU*Jua-6UKXv_Uuo5i8PG10^=^r4GAHWI` zff{E4YCuQ@(8y?K!kr(1%6I0!MIt|dm8b7fp&aCd!X6OLY`~g7EpBp&TjEN7?5>P8 zKXWaecAya~;b39X4m+4Ioifgx+UDdCcR%%YRi&BPnXY(+^P@F)(HHFZqOwvR6Pg;&^eFxQ)z_4I*x9L!$!doP1Ix4Ge?m6L55A^k5e+hmk#l7rH z6=9qOjQ{Fz7M%X2_6q#|g{BV=mVx;f!E@%q^ZtP6zH4sSc-+b19=!ZlvoV^uJ-A~BrS)1!2H0i8;Om~X1z^w>$`V^H%A2W&pGJ; z175$@KWb(c`#fGjrKaYtguQ)fP)f?l!iI*8)?iM0{rbJn8T-;c()R)$G%Q5(*Ft1U z3ek_jvGkdu4-H9pcarL{!NFe18yc3%>G9Y(z9%muM46xVkp6dhGv7fLxt|l?ah=}0 zMXX+mP=5k%9&d+AURM_$;a~srnLs~tftGY7{JX?ZHgzRz!HT@Gue7*K|2s1De}mVj z`@IFICgXji7=tauOUeSSLNyB{Z>@Omk2|PBJk?GK!iC>7Qn~bU`Rz|JeY_~mmU@vA z$9?YCuCAAP8CCi=y}DlZC2togCe~sfMe&K9cvZ6Sw;0Vl z$K%e|?!PKP-Ihy>ZHc~w7H|+kA3>Pt<2Ga~hSEeqg`2%{xZKVy$Cq z#5l=t%9upWFwDV5)c`{A57xw;?b31)Bx%;E3PwN#B+^K#GlV?Z?xM>RJ%n8{{TS_M zbkoCWQTaoLZ62~NnIZEmR=}FNDJ4_M!_J!mo{8w7=q<@L9$rJmO_EB=;7s0*T6Esf zK8j+RHw0(?C0nLlMu<1Kjk@I0U?V~&FGQo+>?=92`Pd>`gUC(&H^QCmO?#I;u^!F| zV<`>N7l#Z99J_zwT;_dpE-FYa%-A{nvcBsL1O*kgU*A@7NlT+_SFA*_>Z*IER`Yh0 zc$-V;JM)j|ANK0m>5LhpQ8aX;PU(0KR|dC;mUK%~DWkAe65s>S1t5T^bVwe#eUJpV z5&5d#I)+?u^FhKDix*Jjth#nO3sxMOwS+R+;;?&=Jn*vD$#MmL>XO}FecLNxOyG*r=-dUCrx&fru3Q5SyTKuN#?bX8GuxJ<`0~}4@n3No6Ao4icOmh< zk5)|Tb!}Gv@AJJQit?JJhHs?$X*Y3S8+sJ-367>Zyqh(yX5dlOe0T2rhQ-uk;)@!MgO=Cd_!{lbgVDp{In^3z2 zLv)cLdN3rTNC)@lYpQj6GMbyU!L}J}Q)C!2l@>72F9qxQdpdA&jyQUOC8Bwz@NCY9|@fG^@b6P)yrc>_9Ir&9Mf&0;ta(*g#mYA*BJ zaxB`U3h@#7IyboESG?A89ZoZ?vXy=ho>iFR;2~9s&luExlo+CY_&2U;F@6_Td!jB2 zDHAFb^xH$G6nkWMtJZHp$YIUj;E4At?TOs1Rk^2+CoA(RV(?CB`GsAx@WuMS_?><6 z>+cs9&SIe5{1Wu}zRt!pDd!(2^b5OTw_wHp`9<9gyAAvQWF)4SXflOYx!+CMpn&iX|Htw z_?+C>7^B>s!{-H}F%=_a`a6}BNyi9v_;x|cFw0Ic#jZ~<2@du|$ zMFdq04qJ!Nrb)>D*cEwNmBwt=NN|0=9Yr*0Zf$JJ>#G-rF%hhaLAp)Iki@b3XU}Dl zn3L)nWx0Qnk!75ciCwQ&k7KLuNHY-MZ7r$oM9E zc@Pa4$CzLWmz>K*$iQE?$SmVbHW>+;ph(={PT142L*dW@z(@8t^A>-ZdoP8v@)?K2 z7nNPg8Mol1DqR6avLOb`SU%A`Z|L?NuHA>&ynN$R9J12~nz5GdSU0%<{u5FF(2{i! zlhTW4-Te|KYNNz`jyum4DI7v5$pi|umdEhHdIBF=H|jz(A2UxX+HkXx0lPb6*vWDq ze)3ZH`*zB`Vp7Gt=r>asg@)1AT;q#eveOXl2U4=pV-Ars)V+56b|1Vn0d2(#7U@QP z#4&HT$@Oq47+r7kp~aItBN9pCF_UrVS{>{x7P6RuZ;_<>3eqd0k!?=r0bdLUnAd@Uq}TpYtiEyxv-`kg z$Ep$)R<<{WdN!Y3u`g$!xk6q1Lv-sz+0^8z-wVNn#Za~LFZidO$52(bd!{YM(mNyk z*UrD!TFAyx7JNRg(v(VcTJ}KO&A)Mc#9-U)fC}eYpKQA;y{#%u$zW-_z>u8igE47R zx@3i^$=H<%0TnLfX&2X~7l?}wxbz|}(%EnOnczYXP;yR1T&7xuo1Ra*@J;l9%ai$* zEr*dOkG1Y?iX%ELd7z8Cx_oS;Y)e&uk_*u%TjC0HaE&9SLY-SFm7QGGxF}!>T2r(=dw#KsF`&~m6#h{P@#a&SBMHEG#_#NX)^Jl%k zEt&Rvv&(7?^o5f+n0O_*9w%m zP511e{X$HMhcJbnT$gPS%&_!v3{iQ{7L4^5$9ey%qyE3*=)YEgJ?}3bIq_kEXqewm zk00Fk_iOvM_*dpI?LT`Hp2OtW{eS$fKTe_bFME3Z&G(z0^VQ{IBe%#dFJ7rCpxJK=0)M8|8!u z&|~y-HwjF@A2c9_oDIKe08yc@?BZ{Pla*v_abS++$Uc*VWU@jDf}HXvtmaw0|+CCha& zvXSyB_b%#hmRYgrhIht$TbremGZ<7kJa&N%*Ft?_uHp<1Hn$1I-^s`Oy$e@(UXQn> zeaf9Xm{Zybp`1yo92V8U!{=lOxS%!Wi%y~BHLOu4O{vtziX)l8dWLphp-UEl$>1Sn}-&$BXC}*VezQkQsWJzmM?)IoA8_ZD!1(P0{WO!-Kv|e(o)-p z?4qI*>}o<}OMx<5l#oL-q`+Pn5Qcb6osF8A`l3qH?riT!P7UwxI%&o|!u=P-kP*h1DG1M%Zeg7jrd5qO#w9-3a@Q zB9!kkt37!!gnt6~-cJELr#*SixsSfx{4zXxvHq|I8{M-RdB)>nw>=@@rz~I(EF9VD ztKBcylPqeFu8r?DPmOi`T8y9at)ReXTD=a+^nQ{w&8x$&E$5C0c)t2AW6S%9 zyLG4&&6)X*3rA#R+=Ii^Rgxm|Gvls)TGLTx(5I&Cbgr#YHulvbs-ALGG{cD$#(ljrAq?WfkToEVtKZTXa5`a4*EZL9 zKRwmjhOX_d3OnS(?IkXJFfXkS>M+f9RIT0f`eFLvBum5+FB;n>&Up8m?A@pEprL#XWXREuMMP3{E+H4Y|oyizTa>N5KS z%jga!Ya3H7j`vaB{a*PtisgzrnyfZUv)JF)>i)Sv#?eG5Bh4bcuCTwPOxMw5-STt` zyS{e!$FJ@*-pM`YXd)AlZgI4)!@at|-O*(3RJuhOtoY@-Vm~i(;fe(F6-R>ZB8Bfi=~R{to({{s^m@^SCXvs zb0aTp;?;%&u z?wUP#e;^O_UQVNrZ~3_yP5#^WsUu`%WFt%%;V+-)nsOGDE!T0OUv)L|I$;C}Rwo9< zE+;OXW-m*ib((UoF8Yqa}?VSG@~gBi7i1H(21pb>DvP`$s^CxRdYL;1}C8LI5%P1<=>^E%LJ=r`YmnV z3aRKoT;}DWEAzO^{!(+X&VbQA+nai(g##amAc)-;+wyLr|0`>GF>eFw3v2nbA-tVO z<`}~UM+lWBN>+TOEW>^n&LGmhP4ek7T$hBiASvb8qOo?o?j(`+saTfgnz?nd-D8{J zMcDZ|Zsb}=ksMbI&?!4UtVhgrN&CPR{fV;t2tlSF;x4@Pe%U~AU{4t9=%&yp2o9Q` zI!4V!vuU~pRN&$^{m5B<6VHXjtnUodlx6S|tk^M&4*Oy0FSw%?lc`Eia&WnB{)64~ zS}783ZmwLm8!r(muMDWmkQ{D^(v3pnE`*LxC!zO#gDOZ8`Vc^|r&0_SY91wcFM;}! zU^FolXNW0BB5ye?v3xhaz+NRS3$h$|?2 zCoG_J3MoguJ%Iu^w)h$VmbkZ7);v&D;I`))FoWu*nL%~rZlaLB&N$?cxmxIVzJY*G zg#v7Ykx8?fT|K*`bN(S;S?r(im9d#uxrdl6=_jK{r^;+tM$uI|&6b|zi6c3~gn=aQ z&nP6xN-LW@bO(zA3iAL%s@9}=$hJu$sNQ-KG4yH;Fhu(XGHF^dR8KPYZT1LZ;3B>g zMfGKrYh}-xjKbmsd%$N=7i))IWjT-XQvgg`9%BgMFmu`fL0Fmt_4pcaZt*UFRg@9} zM$0VC>t{|PQ~U>>fZ!t@0}0^;;Ssjb4}v#nULhJ!U@n&dWyla=F26^}%H}{9%0vW& zH}o74OhJ(J0#Jldm%kGL0wGLgNrb=r&jes7r#c-DaVG$8xf7u(|E&N32w?~jfWeFi z**g2elU)%iGZ`4nKM6n+az!}Gw$*FyeL?*TOZO%SL^v;;UNx)+j<-hda- zkQEoA>9-&&>ScG@-rIzXd`Q)T1f|u`-6CW>>PoYRbf}a+2pKgGXbCWpy&MXw@Q{}9 z8MK!O8HYc*)UHF*8z3Lb0iKox{!VbahiuUZBBW>a$Iud@z!#P?3J()Q(?22!Veqg! zgp4Y9N)#bO6}k{YMlz&#DWd5c@6!~`AR#P*kfGn5Rtk%L4;?%UIL)Q7W~lwHD2}EN zBMD)kfoYmxAWWkT9ZZu6>0L055G>~iB!s~CV$u*yOBj_VTS#CC85{AE*pqAx`qN%86obJOlxMga^mS~PrbEx;Q+hKB$U5J+ zJaE#^CZ;2tY{$>5D)IFsX}-TGb@6?fiEnc5%U^!KFoX90T##$&k$LO?Get?i=6?N5 zVqWxbaCq~75s7(;+eC(de=%10Z?WU#!1k+JNN~VPB$r$6pLThpK<(mbeowBQo_+X- z@KedL5)RKeCEJUPwV2g?pyRDm0f1n zsJw_q2+Wt(Z@G)`na6EU;5(8}X~rM*eIDyzI^($=eu;)~q(C{J?eQ`|EsFxRevNp% zsNs`d#Hg!u2aXTIjM)fSK;xdap-gZ{G0lc20*!e)(qv3RimThFqPBl+HpeIW09{3T znNI2ei`k&%%(lG&S{m_Vv&U>4AJnZ4d3M#X3cbG<`2?FJjaodmP55bP7#&dBtHK_WA56g>x_wtbw9mx(DTA+;PBk}0$BRz&|^^CAv-4galensWsgE=<4bBd zr;5Z1vIQtYMVv-#H=e{!)$DS zX{sBotK$gtoTOM|a(MIOS{_un5KkMO_{w31%F5l=R<_3;Wx@XI|HJ`dM!A8C-3q}G8_M7Ll#jg74oXyh3lFe zq0Bv74@=mY^qJf}wO^10RAo5_15)xP?>$K@UTRem>nls>&j5}=mo)MPT>d;Vr^apE z4D!Q2^U|tJq)0^a$lIYKX|dL=;kv#@Hz9}Sm{V3dS3?f^mmR6m$s--yb&ytN!tCq) z0#xoMX3~JL41csBIUJw}6Tv9`2u7I#jG{w8%#jF~Ndq5@bp{Wb;1FmshM1VDI5W|bt8Z}s;=wJ?Cl?KiNvol6if zq6f>{k06$9Ah;liWitr75dmUF|Z>(N%-~`XbG7 zFLak^jyWx9jRJ%WZ>X#V7{UE9%~2gX63uZwnm+!B=BNa9vH&J*>q^sFg2IwxY4m+) zy68h1-5CrqH2N;+Ae$QgzH9jrGF+h~mLr;O2uand(2;2Ld1!k1BN`pbZ6V-iZ&z9d zOatYx=zx6`VVZMbfN22wBtQiXD5=FOu>l1rz^CUi)Yb?hJPU=w8vvq?LEQ-`qp=PW zq;^0DJ^+u_L3s;hbV48$%z*M1x7^I{z%-De^#-a|0L(fMd02{%X+0aEBhh+bmV`&N zo^?=&1BRP{8%#CCzkef9m=G-EA1&% z$q+#&oPoLu1C0$0WK$M2xHpA+<`^xlXBZmbmg=Ks_T!&u zG~{$=ElgRq7q00$bTS7@gZ`2zCGcya)Z4Zni(nwPza&cWL1q;HPiHd!SOf#|rao&8 zlp>4xPY{1L|N9)_{C|pk40LBv3nls&1~8KsGI-(Na)bZ4TKmKBN!3+f7|08MCLdpZ zX{K+Ze6t|AMj4I){E2*gxyQ`VM)T%p-f1?Q`Y(mMZ!yRK9`cOo1o1C1mw8bNKg4=+ ze}j{WV*C>|a3{M?x(FgU;=huQLFMlwhIKYo@hGo+(k9C1{A7;mcjV(6dA|ONi?Pmp zl0CB=y0*FqQ_WTd!Sa$q$9`x{y7DlN*Uiw{{7@o+QgPQWuwbBC^OBv?||c+IGz!{h2uakaKg zPuLSz)85FMWrR-W%=_$jsK}O~8d}JZ<}n}KIc>7mjjyTV!@RS6>;kI(Fr%2(ZbpT0 z3)=C%SW;M!(x8wSWQpsD(s_|Dilhy~Kn}}PmT{82u%rnP9dWPp+JJVY6Xdwb$# zgE8jPRGc)i@Jo)k4?lLFA(s)29Jq%Wg_J8eitijFOj1`S05i5Kjk-FvyZ29GGU;NN z;mmEAOIjWY%U;0IHb#3d;pAMLXp&+g%pinAW1ACM?xPvSK0tso0T+Zppvd@8+~=VqVU(l|aL~;;UNV*| zn!f{W$US)I%p}>m^+@-~%{RP=OIPU7Hm2C0FT77Srq~@inV8~J(5;CnJ`COJm|{KXR>c&k z@tOAh9#bF#-O8APCD5&iDVPnNbWFkcOw&FoEAa@yx`O7J?n&n_TJ%X;i7$uSY`ArR z+ht&#T~`o2Q|7FM)jI-oORe7dKqqeX&JnsLR_~5MCua4|aOUf}wQrY9@ziRE^-}Tha11_Ww5@r` zurs$2-6|m{S=s!0?)W-{8Ro$~$&=ywPme4ADFo79`sL+>t6sO|A!GVY!)5Xh)KPyE!yRzMZ^`(24?bS;2h6_`#j(r3qzj) z#NU3kiNO@a3!&sP8}os;>&4KSrhSjAGV^DPm2GH>>rcrUQI z0wwo#DA?!-!`B?v;)Sq^?U4!A|1kLrn0#ssCO1ZGaxl39!Z?12OpdUMea?M9xdXyD z-iu6*(1-aZfZ@9uhIqGw`Z^48zd21(9z__?Y=?3nDQ9_t%@=Ir!7yYTp$O~1dP)VP zv*FPEyxKoM$=+yKK@kjb0K#ypJ+gx9FeDlovJr-80js!Q628b3-|%48bq{cw4@+@+ zm?k(#)peQQn&Z$Wm5$^>*Nkxf zzo?8Z{1=tc|2qH?-zSU8PXhn^BJ$}|<){A_FBX3EpLdU-mhM<0*C6xZrX586N$QiJ z51aHRmR2jDv92PY4*KBYxUt;fx~th=RTs^cx5uv?FM3TrPo=%d`>wF)bgj|NCe56E zU2yC|bmb4#(fM)PTUQB5@1HI-`teRi4#sY}GP?A{m0+lh{%{cGH?S7BvsFuo+P#NL zC91xB7qD3O(cntI`Es~jt=oj84=`>Zs;WCVm_IZVmgC~&eepT7gEZ+TjN9)>i*+9l z%J~_|;hxH0#`_$&9<+($P+eq7^NDxKsYw$&(=f~8C~Ns0Wo8zAHnn#TjXLl`xyM?y z@HFAW4>dQ6*;fbWqA;#gGZ#Z*l}D= z;^|2I+q4Bxo`IxC51y`GaaLQY&f{2D_zJ(AVuEMTlOXt{4*EJQK^bqaonW9cFqc?NG6dI$OSj4z@DcDv{y5fM51NXRBF!^a} zGq-|z7xK86rQ$)I8>B0aLpjkQbKya9!E#KIhvOW^i25XyMZXqAbYUBrF3_uUc6wuZX&O6US_n^sId@_k}kX_{o6c0-~4+idmqT4GKCpG0mBc_iGvF3gv$0ie1X! z%JZ9WP3Aaq5*L`WELWyYlX= z67fJ3W0pxS6nsJ94z5_l1k2>?u@TE8&r*Cr#~M&z5ycQF@<1WL6)Txy%ipe@GFj_1 zk+|;|-SR&5WV{&DqQ>-B;W%O%2h*RzTKo77w^I%;Eisj!2S)#wHA35t+WS3xp7L&g zjcF^Gox!XDW=Sv;z`XNM^FlDs0W&|C`M~V^vLvdoEecjjnx@Y>sb*}4qT^DH22JMgHP8gr_9Z9?<2U0J4TAn38_uTH?$~tD_BPyRFUZ%xzD2NqHt5X&{g2{Kr1B%A4g0hY_E;0rYRN)J z5@Y0^8v&p?1CZCY00^!H#P!2r1=w^ujyry~vBC(j!5M%Jwgqf(EntHm4htNDjj7zR zN3tlbR{u1d_|xRZ`z3Y0&s)FnjdXiH`YJG#_I1+ue|u=?FFj1VZ>&t_`{H6>*Fs*9 zve8}O>&iI)F-!lh=B2flogH;f5XOXpaH^gOW7ID3cuf2)`Y)#+->g{cZK>a-B#5KLVJ2WL5W#UP1N}Wo z*$_LzxXWZ+?a;gPG{N6^C!X=6;!0UD$2Er&SKkL9qksQhjcb&aX+ zURJ>&>e?ehb?Rl@o~F%~O$u_A%YF$EqFjC}rJN>NtDZ`oRXZK^Oiz2CW$k2@gm1RB zN`{9Cbeo^wc#NW8puolvvoKGNNwJreP9+Rg-`b11Sf^~$oJDJcq5 z-0n|D4Y#f;`5Ht^)X``n&|Nh5A)b9_$7$3W9ZZD^=#PcEZCRMy>vOo2eK7D~ml-CE{vkU19xZA^_0qr*1INBfnKMp>i!R%%Nx#t1$k8?{pw z)9|(g>ovmUy$gL=(}aV6gW*Bfh9Y0~RMzA>0=5%+=2PZ|U}xWr%3}M@ozm2B2ocNN zMl_O(?)#Z6YN7USd$eF&rO_Vr5?}df&aJZ1x>5aGW&U^RS~Ulyy0ezsswpJVUSyRi zV9p^QVth{%TdgP#gQy2tB~53SQEHiU=M_x*05-+>*~w*FxIc=xavf8+`U;*+nf6{} z-tV?if){J$ng}q_i8Fme~cbZ}gw`q9~$BQX7gSou@-2X%Ph?Ny?S(MTMb} z5J|FDZap);%Na$IC=f}C>xAIPBfz=b3j^Fnozwc`lEz7^`s^wI3}c@S<#VI~4D$qS z%7RU6PzzFulj3nnQ-~xztN>t(TlS41=~0_kyYe8C6oKT!Ag7pt{2gi~irSBZwgMb^3<~ny2F4jN z_kc-9Od>FJ#H6A=XHj#=31;8B1`PwFy}5UKM+QqSQL6 z*eAwfwL4&l!)l>OaE3q8*s~fBNEG`Mx3Ss{FxLqTGIp%{m`G^K&2 zxl5DNO)N}S#eOsa3zNcS0t%&b7fE`aiv7t~_zKX3zUETrh{ma1SpY&YzUk65J09Dw zgv(qG3)@MFt5xiw8gb$x7~-(~aFN@u@KSJ*4=zp5W3l~kk+iO?-{2xUV1VNQeDm85 zQlh+yJ=7w802hHO!)t3OJ4^&;y8vz(Xa|rD&?TVzK+l1?fo8jc+*NbRrh8P}#zZRa zP%0I7I0GmfC?BX8s1)cK&`YXh+JQ%&ItMa<9s^}QU^icXCk};T_IL*ur1y;Hu7Ad@ z5DX5NnUnaF|6)6X)_Obc(X+UvP%ZXV2N;;-jEkfCkHQ7WO2SJB)DHpSw^x08{ zU3prQ%|dU;FKJ3xXBcDT+_XnDo*09oK!^NMlh8KQH&nRZ%Ib#v3@@7uypA(rm*A4uW2k5JKIdzXa>X4M% zCZ6dOy5#AMc7+ldYoJLe=KY+e(P?XCx}s;_>2?FD^QtOIERlMh)}d-eT)(Bp*ljHT zg-%Rl!`ddWpFATg#3^Z{>|SsUC69GIFnDlI_3PH?>3Dn6US39ZO7MyKRMIIQI|>OK z*KvqxSlU#r!v0ADYzIEPjh`cOba(t$=04+M*Quucu(GPY*e<4Zcd1~QKG@QNRWsv(U2`keO_w`%}Lc1$~=w|XfK#e zHDe@+U&O^@q)a&Dde(_msGIt8A@Vi3XsOL)(Zgzo&PNM&95C&{YdDp8yd%&Q;!=<` zbCkgQBIRRS^mmaD!UlbR)8+8q53BV_m*<4iU4wh10>%`4ZcH6IP~dd8pEmaVW&w!> zYvMhI{KM*xlf}9{d(D+=7)nTt_o3`=Ju_B$lRaHU&_E>BS?;#5DlloltU*jVFv^H| z1k83-L1%#HT7cPN@&f*u4+OKtSq{t=nfG9}l!Dok{X5t;pKSuOC2&-qfB2Q6AU#H` zTXkuxa*g{TZ}ifMsLkHIL#hE|{BPa)hj9b_AfAuJOADRv_HTqezEh(Dp-+1D?~vn! zn0tu12+T!b9Byw6brVT|T%p5|;wz zOK8E|m)9Tl%!u2bYqs<|Od8sA12#`GLnn5UE-a3om_bRyzj2JLKBW58mw=Qpp8xOZhA&;$?$LTE^q*j-0`-IxPpIq(Uf9>CwRP?b> z4Sq5e>hpF{Q`b%TGBfHcl+D@OMSBl@BNO}I)kW#QrKs={m(1AQ|1!3>HD70EfoJeP z0gEaw@5Ad@65b0Xu2Het)wD-A-j+a>yKh-j)}@rW{$n_4gU>wC!hoRGr)B+zF-8i_ z^X*#!QBR9tJ5R`cYj!nppYh=AZ^icy{g$%!z+#qRs_zM_^pKZj>WBZ@`~0cN9A|v* z6q2~(!v~h8-d4jQZ*=xc9Q1Blp+OD#$@8>&k@%r`y%&q3FNCbut}V*psa;7*n78&Rb7ZF$+ZqTz=uwai8L|>F(8%+K5NeB%a7d> zs%=i8^6a1Xfa|!)vi7nX!8dzbNq8G*w=N=?XcsOb!6{DNqF|k6mnek`Q5Is*?7X7u zf&5r^4Ii?(D)9Eoe>6D{!P^9Q+{lgf@9U!v*D_@aYfo+_$POc?h54i>XOpcOZ=!mo zZwzNk*|b*;6#uuA(H8~(_0hL$J;IE}GBq#L4rBnTcQGe2WtaJUh!o)i36zxeK0c|v zdCSV?$%jR8ZJ-fr}oe37=92B!4QH0{F zaVUv)IvajA*V+r363V3ew}YWSxy=WT_nTK?ic)lrWxq+9Nj=_9d1VNb>}w%=z{#Wh z>P*d^jQb+>Kbz#p5B@T;%5_S+uTz0l^Y(}bq|uPg(mlJLUA6UcfBJzoR(>;V_(m|K zBmv`UZ3)d3Rs?XqX!mD~yE0@|%OpU$kHwC^Fp$$@ z0ZG|1V6ptc+(9d=U_}y`mTOb>8jd3q$NxCAnED-R82bUU1~F%VnFWlgEZ}p8p-A#) zOdDEhffX*}6GBZAbnGh{dvP<2A)zIY%R&oU=hPdyj=4z;GI>Gno8;8F%Lyr!B z=9ch^VDvpCxq@)6Kz$Gi+{=-`T!bq)%oWU~A%Wo&uErEiF?ZWyd?vJ;YWxTw761UT zKW480LjY#a2LNIK2ulG@7!r+GahQFpOH-c~32*{UecGgEDh!)Q&CxJGM z2bn(zOAJX(Pho(hrWG(iQd2w(;Jt|gkg)S>y!&jN`<+*KcM%w1#)EUWh8aQ*gB)PJ z?k4~}eDm8N;^#eJk3ff~=U_H0f?-%21#b$}HYi(UE| zX9&4kabP`lffZ)2l5`i0F0h_#pmhXTPdqroU!g0*qXIF*-r>$Hi=GO6=}0(s=^4-m zpn9NDpi-btpwwM&d(#=uh2K!R6mlyyJd-2AJo@EhsXmm{^mPd8|7zXhqj&19`>!dW zq9xN;lzzkn&HN!$Pt`Z@CI35@{wFFHf2xsekQ^d#jcX3w4Xzf7SJt+@v}=~YQG@*t zBZ8gjczcb?m!#}XlU^RbN>P`VSUOLXVpm>i`H~gJgdTB(wV9)FXkd!pAKo73>CW=7 z6~^31)E+GQE?&PTOVXxEU|@k?u#gwm)g#9&uhD(Cg&Th<<61NPai|uJsu!tU)u8{f z0PbM>W_}4L=H;gWVjAxTmIcgH_9{n9*H8IHc4gTQ+`cDSe(@~+{;6LB^p(Ayw;S-s zI5Dq2y^~-jA*llY%wFCwJf@VUL^Z@Q9uPe@lGJ0doSrP|fOypMrW43GSz^{ zx>`3GiA&IaFH)DkYDCBzI^oV~B3TSo6y>kej)@%8js&QaSUhG@s}#Pz^2pE|A#d02 z8TdG?srFBcbwnvsz4An`v*$Y36rs7SRPxi4z2snQl%~X~ZUoy%GDloilSwg1&8zI4?kQS{M+L&aP^Sr=ET+; z@4ze6$(*r6V}HHTCn8#xiIEA)(Zb2*HWTz|WlynTfh6C;?J*MQ_egp{Gl{^mAgqMi;2AX!EZ9ce7Sa$gz31$n^&AO_gB)$ zW%HJ^>lvF$G#fQ8Fs*h6|Mm~==^>6yQiVD;R)C<%D z)D83js0)Y!^d6{l)6doKfH0sApmv}(pjMz3pk|;ZpvFzNsv3amf!+eu0o4M%0jdFd z4fG1Adee~qdHy)rA?NwtH>3Qz_?pGGm>+w;bWBT@w_4Ch`9eX}GuWbyw&3TR9>bRA zRF!UWxp~pAOKTo)wf_?SI6j=%7C{lE3o=6vu%Q(;vnP<XvnP-{kTZ}2kS&lkkR^~gkTH-U&mL<7AblWRARVC1K$<|R zK#D*LK(aj5hopccd8$XQ_{hZY-*tcXeElPR-kRLIgCb>jrrG3{Z*7HAD478!?@lZe zWH{&s+OBilnBRENgdS5G1bh= zUB4)>-+q<{tr<5(wjg&|Td6x^S{_s+mf@{&yIe7)&p!QXokuZ@GnhG07Wq-`g0=zx zAwSBU8*7H0o@S(4-g&x~-$^;P`QK@NPIa+uUzNTm{ey-`q6 zKsV?FmBevS32iN{tHi@EB6t~2y6i%0o(PdCXyx${Y;)ig1P)|+xB4?1^ZPBvPqesi zVvkUBSNn>-H2a;g6>h{j5$tk??WU8n%|SBzVTn)TJ3Wy)2hR53IV(u07;(4r5PKI* z9JNU}yWqg5M%)?)lUiToe$g2Gv$jWngr=ai!`Gj06wv#k_XC>#ANCJl@`J@`X1f^1 z=1y&1+?Dj-*=O^A>sep-uCO=k>n3q_t5si*Gu+Q{=LWit5W0mjxS-ofpHQ%K<2ND3 z56%^?wz3MvHy<%^XP$oY1<1H-ZHMe^T)j(^fC_aMj&Y9YsYO!1iAA3dUi}%!IA``K zD^zLQ2 zBEP)PGH*AS9kcfn%=liC6MO8Ih_LN=<9&!sO>jZR^J*UP=Ij_#%_-}mS{RC}<& zV>EbjS<;JsP3}MZW+}A1LtqHqcjB<70nCNspCw<&@fy!st`WV)OU=M!F`cu(+u_`V z&f=nz{>1)t-vTmc^b(UIBFmW&DLAw;J(q+U2+*lnS+o*`f7sM9!(`eCHr20 zX6q0jj3v}5-O-#S45(8~J(#RoG3YB_SjkM^^n`psL-glJnzi3K1-9K~$Fi8Y3%TpU zz8khFVPu|J*5ma{+X>Z6+oxA8ZI_HacG+?2_h~@jmtVIjP5C}CXDNyN9Qo7tX?*(B zxeIsw^nLP~dXZE-c*3tW8`R(DTu2(0S@C0xH>)f z-?AMfR|S=%8?W)rXNf&wE+(0ASPrzJghc2bDA_{QBDq2<%3RnVMeKoAl#E*#BuCd_ zTS>zZ)d|)k4bN9e3V4NAClGtuVIdYf^)s#x+&0nR-vAilDe!OHsluyYBlaA3G10$+ zo#MgODSXI^h67GjcAnBe~#D#S>3Yn*ePXP9k^N`se5>>ihZ7$OOuB*j2m!@ zW?H16@K<;Y+H!j+!*mlV$PlK#xilRBV9&#?q#!`uq@E*+>cT)EidMjImMAI(!zH39 z3*-}yGV0q zsn~COh2IRPjEy-pRe@9HCaVI!xf2MQd~fapngGIp=s@7Gd1_`(6fGMxHKm1kIeyW6 z@eO6$*MQvre&gcv6z@+q5d@zm`%Dc#yOR8mO(8#7N8f0l`5yxk)^h*1b^1IXc}ZZ> z8i5p`>v5YqN-iRhFeF3a?Kf1uEX%G}Qv3`bEcg*JEK%=eMTg)Em?nSXgBMLghVKg1 zTUb@#_22ykDLi!&AH2xxR@;gh68A(7+FB)sWN6olFt!Cj=9588LArTN0e#Z@7Jp_~ z64J0}mB>%i_~~S6PtW62`^_5IMIvFd+`Eg! zhnrt@TzoEsW1J>;S}l_*I+!kL@A(1%p!8LMe@7y=mU(B9LWO$2qav79gBVz zl3nJS9Fh+Yd^4Z(J$(P7kzGMB%B+8RB;RZj3iYRjh|;p`Z6g~+D38ms6S=HG#?zB( zyPQhtHwH)X>KZKwYh&&i$>FZcl=zrk=$rhPRQ6-E>ePKVrC<_r&dm4r83(*dghi0` zrIpw?XV1F<`XyRkYSJ!U{r*Odm;X3@F}6XN{IjiE=sIt(E!wR<(9Hw#qa`#QLTO^@ zWzH|s@a&PiHFhR5J=;BT`VAZJ86_jMFvb6_b^cw_;(DweA8buhkH#fS*iW#g zxp;-D7e0%TAki@~O{Z6Z>d~@{Q%y5H)s9iYkE1*3j2UXe+_!oLfy?C>l@^=LplkI` zj2~bZUJCcwKT-GwL2SZ1Dl5GxKBZBS*{337vTN{njut4q>8N~BBc4n)>1MvHfM(wB z_mZNnMW{c9g)C?JA8PhTWL)P$li zlRSi(cA+rSGl)egM?fq}62+pdAQlygVo`r?LUAT5h%@c_jQL<%3lXDG2uvwQKw#=m z<{nys@KWgK%o?;30xPqCaW4f-jS9llSOS7Z9${)MfLV($HHcY`Fg0@lQ`3wvHGeVy zrD;Z(nz=v1Yzb|dK$sdHz|`0yOwB(r0Hv`Ql*W{CP5U}_WrQ{y@fFg0H=0Hsj` zOpWWb?=nV}CfyerZ>mFW{&4n_Q|;Rh=R4j?F;m)mKvrzcLqXyq zIO3D|If##dI1R)HWyS7+cpr$@g7!7g{v=K{Q+fs3$3grnh($mg1mZH#wgl~u;twEp z0kH~*qd;5AlZV5FL3<8pe-b|fu@#8nYVx2R z0pgt?UIp5rp#4b7TY&aQ@i6c;u)aqY_Ttf zi&3D-*2;KA&kCqblFOyV(Ebikr3!LH( zJ;E10xid%O$RBWGgPvdkoUr$J<6y`e(gc8sgYff808EU`4P1fsK>ocqq>F!tB>tv{ z<)}?IJ`R$zIQ;9`sztnWHIy>QO7OcWwyeQy7bU0C)_;Qf00xIYCNjq)vP+4#DaLC^ zm!$q&C&s1eju=3Ry`SS_2DxyawIu`h`br=`RiHCctq9%~lJ^S$9XC~Y4L!T(4+7_q zk5HjBL#iR~gAEwlYt$KD3_iC0>B``D3#Nu$9n8X2BS)u+Z0 zj2L1j_nM!cL?+D1ViNsqFvXwbHje_?QS7|=`k;kz)1bhulHfK^ax8c)FN2m>jgyFO z3Fmlio#fE(Tj)A=M(a)uZEew3;ypO0}%Ql*>rYgkZ+WWQv}gS#LfhDMb&* zMT0|vZ`5PSpa_L?fC@O`D;*ipt&d_PD(IFt%~xd*#q^yB0#NX!x2 zC`CernzK%_6@&}7&4M&_(tYE3C&ACsD}>d{m8E0D6^Y<5@wkxZ^J=(XQN70>fvO7# zG%sOnRDRNBQUy`ChmVFmG)|Ry3=wF#2uV!leJM2W`e8EPVX_E~QSF>$cAv9fc0%H= zS;Hx7YqmbMPPkD=W>}bo9whXjphq1%$jr)$UclVk*1#r0biK<4(PJz^*L&&+da%)h zh90BnF&v>gAH&&0BbA{5M;^Em?0V4+-?1lJ8Aq6 z!Qc{j3s#xrQuK&Lk3;Cuh92|L<1%{ehKJ^v%5unzItM9IxfZe8RdEK8(If}SPQs8G z<&2ocz$hSQ0Wdv055Wp4`U{hXR*+rtBTU@({<0IuE~y3sW&U@VFU*=#jFRK8l0?f_ z_2rzg`--uFmAgpvUB-2*%v3TjNL;fwjH+h6~u z;U|)(Pqhnd%paH)YsQ?uTh?ppq?j{($v?_JscW7I`lkLT`KROcH~x9{m$J`Z&7QUT z$6h;S^H*2?*0GXpKlp8@{>?8@%NH}V$6x;(h`~6F*_LL;+;TwHYxzS#jRk*|2^`KJ zm@+<5m}33&r$*mk=g5uqmO6dmwE5o^IQqi3v!u&j>x*>m{{=wb|1v`OUsPn(2bR=Y z%U=0M#L?!xr5DSDUdkC6xRghtf2kQllNJs{C%B*th#pPn@SpYNEiUwHYuz-^zm(}d zzjsz~^yLseZE%$Wpwm-uEUlgz2cL9E9`2QVM$lqCoF9?qzJl2d#qp+!OxqC(=33H@iPSJxvdUqNP@ zr$I8Y9-yQ`dE)LN2^oHr%qGprJf`SqTu& za+NE~CV|BOC>8;r%q#?yaf&ql0$4n?j}{#9F!ShTIEwc$S9$t`YHAWGBxRp>k2rUHz?3oRbTpGo zD!t-cpwAhd&7w$ojrR)0V@40bSP|bP?x`6`VnLV(TsLx_YNTG8Mj?ZqAS65D3CP13HJ)S%VWD0cA+ztK0U;p2kIdIjKGlvg)Tc2# z_?s|>WMd3xCq#rE1E^T72LWe94T8*efWZF%!GL(H%u=WD(ApZfmA5@ z|4;gA%x^vD;Zajf(Qv-k*{nXU7;e-O^wbwk6u6VVC)~*z?nG~LBEg*`0+1NCE#^+< zPEPo^lM_W;$rSG7Wg&M$Wuc>^3b>O-?xZ=7J1OK&5_7qe4DMv^*fKP{9gIl7|5rFw9n= z-oJ$O?XuK8A%xHcSRPvl@pg@R_M*fE*UA;39`B06CocKaCu|S8pvF_K*LL^L@k- zi+)iN@IS}t@;{0k?*BG&*zNy1a@hE9k;Aef|AZX&|A-vc;Ub59zC;d#H3Z1vH-H>w z|1EM@<6lJ%lfOg``+f&G%(aI8YsleK+rEVy<{CubL=L-ik;7mMeTEzc+vYRmFjzl- zK@PY6i5vzn@Sn(Gu%S42ol=CzqRoTt?cO8cajDfbm$MJ0?OcdOyh~+3fK28RvQ>tC zln{i)gLsi9CV+WsjDx8n$Qq#d4_N09AZL-5T(tl4vQZK}=9$N~O8{E-s15W0cZ;XL z5ZOR3`p$CpsG@vy;&RTYJ59q{y+DgSdI^7nKuHxUBwg@=2$`Tr2-z104jj!%tc(t! z)wRTiG_glcG_FYOfpt{oEnND?LJ7x7=6HDyaIZzp!rs})G`*2LDuo#GUZ zSJewzYy|7%GI6OB(j1Lb#5cN{am?24+nkB+mCYmdGqp0kN6u88h&i#;rO{e&W;45f zx>ly|$my!S80n=hENfo0^b=b0t?E0*iEXT&*pwMR>SwRh&)a;ac3#f3Cu`%$+f^EO}H zKQBihN*p$*!-kVprpM^9xd1No)a z$esT0`86$v+?c}g8BfVVQ8?Jr3tP<578Tg?rrny5fVQ~oK6vZ{NOV9Vf+S>+xPipQ z8I&VHIbRHvJ7J3?@3kOpq=N@Z5J*gsqyr@LK-owMl#4eVi9h4_T${tQcoPeV0YnGt z2kHT$0AWC_K#f3kJd3x!1|kDh0Fi*60u=(~0%ZcF110k;-uwXQ4p2N$4A2draGu4M zp+Lbvfj|K~i>>{De1SZH+<}~d9Dr<%$}c*tr`A@=@(=@YT)I(lU9u zH%kGJI}5<5ry>O2oF*mpI;%|35-LwH;nK+4)8*&OEk*ST_l zBjy7@v+>4!z!h`B#u*5bn}0*Pb3MOOY|Gp!=I9!yG69cFwLcASm;-O{oMOhs;@Ti= z@TtrLfW_t41sM;>a({xi3!pbl0YJ0#PXK71)>c}F(8-ShczoC0@;1mG03i1zf*Lar z)R+x$;!1=KW&)U(#hwKEemvX&4!7R{vO$mqj=*v4pu#{1WH+SJ*WZBv#Jd|2S~~Y4 zppzN9K}8$MC%)PZb99f*MC>2IIB>IDhpMLgEWq1k%g!V=b>hf#_Kor=9~-& zPtjTr2XpubHu=qS8y;b(mbsE9NZOjeHu>2N6(>>IL}IUeQZ5wbiTRajW$5dhzZvCG zS;d=+Q1@&YyVb67BuihIYH*&l&oIDuqR!4L15bWiZinSGmTQb91Qi_53a;-8Kko@; zickI)z|r|enc`ul`!~xJC*9AfyPC+Pd;Hq_V0^q^v5!I;9QTOiboCj|VEJyrMgc2a z4p?EE2EYn)BVJ|nvq2R92MrVbP?9$e%EjDgu;?`G64N7LfVLC=TO~(lD5|B$ci)sq z!!D)5DU2kmsZL|c786u}m8l8-JB@c26 zQEZFrEgGb)t0@#3zy(p@Wfp(9k(l`qb%R3126f2`)cX2qcCHgz#TaWaCi$*!zJ*%w zsE0V6=1E{L_A6ZCIIb1%TiHfd9HnEF6Y@TF?U*}GBbqiAK94SfM?J3jrz&_7S`O90L9dvf;beSCi7?0p!Cj_18p&ihcjE)4V=lqp!d= z;ut-Rk@!Vs3*>&igSRaf4vyCFF{~-<9l&`bhf=!lU^`h+-L|Avhn$+D!!d4xO2t`} zAzilJRe%f!A;|EaCjc4V0gz#B1Q}l4?qc?}(DK(E01Ez^qGGF81HSnC!#20aA4M#)ZCl$+924q^8dIFNnUx>k!-zTo8SUOphPDB(C?%OTJy*zU3Pv zxg7p<-z0w0`dLaz+n?a|W)p1zReT*##UIXN*8x?$uRSY)hqNBb#T>7~>xB|+Az?Zl zK*4s^_?O@+hhlt3caYWtsu-&9y*x{_1ypf*9CjUi9`6H*wty;ruSHr9sN!tcA4RkU zR5AS)b{!6Yk}(;8Dh|{mWdN$!{}o=EK(qx^abPTF1gPS;t}LkGmjosFi~v;(z8vXm zL|Z@=>)yeP097piAq(6k8Q_0O1XQujYkcB4qAj3`rNGAvsN%IGN8#*p_z+` zuQZHsS#vGYFrbPjj=&OZ0!Pj;po%Acb1^Z8S0w{V8QeVu08a)~aRFeQ0aaW8Kxse~ z7hEFt0IGNx+(HG4xH@p-cuT=hjrUf?)w#n=5{7C#c&SXnw~}1zT}%XTVmYgEb){Wd zGVIPQ85+5vRAuma;45;|>MX_N36I)mXhDejtL$K)bKheaqJ}Wj1 zU}Bq(DB^>*O)J(@7ch5uk5&2rkx}ROg#@137^t{QQk@oGGSiOl<0nRANI{<9wOs6q zr2Zni%?sY?yZGT(`>5?nv7h`rY%I%}J4yf#4S(rnNtHDI?SYa|rm$(6Javk2ooSh? z;KSTQe^+i8e4vG)hh>FFa=A(0=hctAHQ+urq%}Z2z(PN;NTAs8TaHFjEy0wd!T+0+`rT=L>lLi}_bpcv>_I^h6)hO92$|3R|M*DxLR` z(5*cJk1|);7q`pu4c@A*ue@EBUGr=B@Ts8B;)EanCZvz};ZIOv{Wts+n$okyWQXSz z(lFBlwMg*p!?U^TS@Xe}@K}@UfB01LrsrM*O3BuO(9sY#bYy*Lee{|z0-d81@{}x9 zMlZ`zkx|cg;LsNjk_`!sR%)RSX*<(~P+q&0pPVs^ zF{2WCLOFiV;Ak>-uWJMWdX()$0Z6EZB_c1)VTVqrE}U*wgR;eo)<;h>45BAfG($y@ z9fg2C;t+=8f`}O&Zh1ag!~OHBXnG^#t9*UL$idFz<=bUPJPMk6@GE)&E?h^~S~rQL zu67P?UEKFaY^sIKm&%}9j&jzTjUBB02(Wpss!ESyU2}JO-<|67elI2J`Wp2Sz^~*9 zC?t{qGZW=*^j>wdbU!yR_2PD=sw92Kt_pZQ=kovf{QuF!{{SogzlA2gkzMm4Q!)Q~ z##LYdFuY6FTE_L%4Ci~VrQok=R%+5ss0+-l5l%*2V`4*6M_tl>o!zpLG_8EcGQQy_ z!T>6^&ik~07C$FI!7s6(0PFDZayFzx$L1}<@{PcYrvBz0G>n`@Fa5pZ2U=l z6U4hgyc)z;K@4c(IRG|34~X8)2W2BaiG@H+05PD6=Kz}cJV17z!r_NO`xnsuBnC9` z96%GF2Q=|h&~68@BZ!qiI})@%inZZtD?obzh-ZR$I*8AL7{JB^02_Z2hk$q+h<^t0 z6%YfOm;hj7ZMfPBIQ)}%5r{8=7|_H7_`S5@YVmOR9?)J5+8@Oc04laFfb~(>^Bz#f z5y=1{eo+U=;r9qIOb0M=E4=_ZY@LLJXek@;#R}YANM`a-a6iWmpfzXqSnP|5 zC$CfG&O}#m;lCeSSN?Dny~#wTkG&5DBi_7^Njy+F`Onp#-KEy0eEqRY`T8^S!1Q%f z|60rVpWAKzyIdUqK~;#qaaDt!5CKz5mtd&ir=tC58--&*&JXbR>njt>piIqTmE=GC zE!;9Sdcu7629F=;CvHQg5N0qHjE;wY6svix{dj$vUc^+5j3vrYapiS%%9>3@C!TL{ z{j5+8z={)UmxIOeoC|C5+=4nNa0?R8DX>Ja;+=_GcKt(L;>At?ekl%5Sh7rVwzeok z>QhPLtHl5-UZ25Mst&0p6-uKjfyo-wIw8hJg6GmQNLp%c_vC54VdM>9-^sFhpJi%u z*|`kCrxT^x5|65R=b}vQGH%j#LYOFAwwBqy8!MdVRn_Kaz#^dE4U3X5(58uqnq!l_ zrH(h_G(HSGyH`;P$X`g*MgZY>uc7T+9I+D@Qrxc6v<+@2C`?(7nOH>z5>TGDj(L=k7OX1bC<$1TOXQ7@xMIj#Qx8+k3O+ya zmfEgXOCgO+`c@2b0|XLD^9H!N$k7d`uncOc;H4(Z1pJL1M4*BJ#sZ~kK#Lo2;ua;I z3^+MTkVOqi0VGDJruiPusZx(sG}=yR67?>17zLbmXh6Uz<5R$iMiav@@0K1EaPmx^ zOjhCsoHU~S^U6jw!&E&80k=F7DU*($1Ek5S#OA&$|V7GOocGqr3-WJs|4>tm>*JHw|2izv&%adbVCRlppQ#aACA#15-Ugl9ShwC^| z7~%$%)T4u=<;2x3$CFmuMRMqy6w3ULzJDuGoLt+oYeat>an{J`ON6>?f9yIhAMUUYS-3bL^owdyHtbY;K``v`8AA%G^v+ieCA=hdrbhMsivJuGG z+x3w5`@Jzm>=(B+ri`M;1bVR0g9DEkFgiG*|S_WK)RG9%A}G3<_=1rT7^~+ z^F;y`H>K)F6R1#<)y7{xG-oCLKmrxl8u~MViknH*AFcH51S*6*{;>oqZju!nVTRWs z@US*8GXY$@1^#@?&jYv^kHEzUNxTq{#CywcvoAK;zj3>U+AO5DX9-Uwz1*#2f4&&6 zAV$2gz_E#N4m-L?Op!i=^wPw!>4hHYC3Gi9c!gI8BHn0Ma|Av?M@ z4m)~6#XhVGpMI5i12U-B-NBB|z$ttN}19#OpxT^VIFG4(_IZ`R}^4enST7w-oHGkz? zjOs|Iy&vAchn(GA(51V)uk$BtrhNFmDb4>j56Zv(CH}sbltN%h=ZobBp_|sBTSCIx z#65?u3h5Dwwtn`xz2^RbV~@M+s=KQaoGfm>ii_Wxu{CjP{?^9qAUFH?sK#TI1g7|+ zR=*C<-Cpx9^>3o7uO2yPp?|DG&)B{;DL13XzRl*(&)dTD6Ft(34%sJjCG(mETBx%e z80RuQpERns{~l;5b4Gps+i7Q90W|!`B)(Hby6#xEcCJob^NLy2$m~TE zEx}3Om$s4amKKq|F0Eqx$k_c%|17WMim?O7R0WSymiL($nP06Hygj`2xc43|+nMLP zK)K(1i;=|DTHemQ7?@aZsbmR*yrn|9 z!8JI{v**UEv4rXGUya?KKC-JP)bxCbR%5o6YPcQcN}owuly1+1S7SEevr?vtRznHaFmEJKe5i<^{x5z{B+*HN0^&v!$g|eO*nzM3u~zX2FgyMv9ENq17Xb ze|5B=wx?Ovd-aDEwFS@m9WJpt^US0Bblg~l6`lvW@+%JK$C>g~YqnbZ7CeFcs7EnT z(hW)eO^RDRm9md&KCHleMho;BoL?Lx%f;u%NMHqP8bn!gR4C;)G3dRuA-(DtS!;9S zXwQW8EAcDmTLiTz+;z(Acy;}t5w-QbmmXP@s-tl_o^D>8&e~SZSknu6vRhh)m-kD(ik8*!ED-A(b$Y?l zJ~r>VWs9Ii3t5m6PdOGG9q+yW*ZWbNiCEcq6S8dOk2p82k4W22y}q-4ox5Iw-Sym61{=txp=)k*B|W?P(xuLd_%A=Y zkLK9QyDBuVkI0FDgPV84!S)F;j~}Cxz9l@7kh|*jhS#Q{$8UT{diDryYdD&tD}O?v zd2z(!2sWJf2;Jc)*QGP9>hPx!sRWnunMGm@7`u_>g^RY!_v(?g2+DY>or*Z zb=x`Pv;XcrpWPzmzS=i0{MkY1+xh;q3GRQ6C%N>XMlz)4%cI$(rLR+$LXi zxx z_}c^;1)d7j4m=uIxg?RlZ}zID-0lO6W0WO*O>t4ikD#xVs!PjFI)9XVSKej{PNl!< zBst9ZaZ{Qp!w$;IwGB)On5X1b)IN=0!jXCUDX-V#rlS=n9(!6m_Ka&#-_sX;*G+$4 zu4LN^ehEDD!c!eFjgEm38Dp!@45?{^h4B{`WIc7CTJZYF#dVK5XG_dx?k)Gn=`u=uS>=u>WJRT>EYP zX_{f{9<$ywOxW~^r?|~KkV~xvP>*bzr)ez-EC~-)K?lmKF^fk9LW#24J%QC+Hp_Qb zQ{k2#zv{6=Z9c0UH3hO_W;KyrB1HL4WNWk3w;&T|+9wmIiL<3A;0!DFnD;Mfozc>a z`XmNh*T?mlKo$K*&d0si8=LpZF9WLyD(Y`ng?cBe z`kJ&=Gpj34JaW!`tm^Ujy!T7b1L2sDa{nJj&b}mx*gmZ;?`8HU=k*{Hgs%0N;%`Uh zs{><*{7UBBNBgJM@RquPm1jcNp!kw8op3*E&lV3Ijiwd~IVSnCrg^n}=*Z41eG%`j zPo&6X26iyaNz$ytrUee6BVwU_%Bvb#qXbsMF^66SD&GS4{0qp`xM@e$is&1svlWid z+aAI2FV8i52N$5su8+Qxrmla4Jt}&fykD6!Zkktlu+Fe6Ciz(Ac2Dt&5oPU4I7{N# zyF89cl4)kL)%nIww;N#Uq^V;^n!(n3TahEXrFpoc!L=t{owpLqokofz9nHKi%O{&= zYJ8%`bj*%SOjlPe;5hXpOH_$3Z}ojO%uuZ7T3z%`J92osy7{hbhjSyb$|Ub)Nl}kA z`gO?l;_B9{hsTI+Y=+-^yLs20n*=)=j`z?R@z#y`L(Vee=8RXq1)k4J$xCMnYC119 z87G`^q$$jJQc9i=3kqoAG%QScva<50nc+%w36rU`c`|2)c*8d`{dAYIidW8`Xj{0= z$8pwl&8+E85+(~%=gC~G;SJx?<)^!xUc7R_Xxo)-UXI(RYh?XAC~mS458_9>;TKbY z9s=D3x&;&q6bbY@&{d$zKm^`!tr9=oW$nec=MS{)Eq8ZZQ=*!+=oQXnc00d}za5Al zfw;by=r1fZQjbAVo0!yIU*^}vETKrfCCEFb`xKbvFe`K*9?XBttz=eg(aXmsxMJOE?g za)*(|EiFx%0eKM)d?)E_$&LEaaiE-XV?NwTKn zB~{=!ErBuXkq4c1ZhFC}xBS%Bag7CM9DHKV6)6_#Z*05KDk(AW(m}PnaSF-pawfd4 z_Z6(Uet6k0FqiqBv7N_@&YC_ARGp@PYU*iF-B%>2*~~xawvqdoI4Av*aiIP5*sSSZ zEtUb(x+VD?^GLIJYxIR;^GP#!YxJf~zde+@hIJ>xx7|97ZEu6fYMA&fJf zTyWgSeoG7gT~5i${EO_+u%V-4_$!&$x-|C>c5i#mXq`Hw?nHoi#4(F~l&;~OGzG5t zu^?;F$4||(&I!dKjel|&d~zQAVT^okoe0kO#%G$~*B@TNuRh^Fed9Ad{Oivr+$}-cuB;i?n~>CN^Pbv=au^J4=8xRD%^9tx;m~Qt~RbEt~w6>DQ>!j zd^{T(zR_@DoVtW z#SKuye-y=m&I`GsP<+@3JRrkiwvRl2ZulaU)l2Q{*SE=j@~yHsb2J|1MidHFBC80h zaahTfXoKo++?PM`h%!`^#9MU^dW!yq%SZupfRRJBwc z`U3pu!X(D+cGuT9h4kDP#3{*3*^aqpd7YmqIZovKk;9i#6A&X{!G;lP{RYWe({MzBYq#MqekyE?t;QWeZxuV4L`UB7Sc!w=LGg zzLS<5l)P;T<=(nRiQ-)ADQveGm6FR=yDh;boH<@FHneQKYnv&(A#}O2(2TNG3hxlWPMtD2nmYvchi43Q{$`j9dnjw%eDE#xje5oDf}{(>cn4dDTv+#6@U0 z8(WZkfUYmpICLznE4Ew#zn;>tb-1jx7=9^eI@Q=@^D^U#FjAz8-@w#1PNLXp`rdX% z*Fsmkc9S?OFSNeVOrRocpannvzK+YB%ZUoGVR}fv;|JQZb7gK7VH{B|u7gwC<`G@@ z(${t}%$B<1s|>{33f55?b~L6MLz;+&)gNPUG!i`M`#KE72SGEwvvJ5It&2>NM;#da7cIytuX7WqsP5x3qBQF~(tg-!VpagB@**8SFH*AlT_d!H1Q%pOly# zeZDGOah`=U=f;GAKNG0wDj$75i~IHyw%Hp+*c9h2*!$DlN-a0<)7O4+ApzdVBD4{<=?Y?ZNZ->nzK0Z*Tiq znA+$|#Iy%v1nNY3vP=Odd;*ZZ?tT_xa8djT0$4*P$)N%#x(1-Xfb9iDFD&O?zMqtS zStdyZ1h@Pwc7OmNzRmyy-bYI32k38fyY4E1x=MilDw5J61Je1hT^G>5AC*Yy!Z!LL z*ZeHBd$NA<^|Ppg3*1S-1%SDx01}3A?v&#aVH~xdtP?Pfl}yrc5WqN+AOL7@S48{7 zdH@E4iC}d5gfX!9{rWV@ag2j9NeThL0=^gAc$ec0zy?-mi|r@b;$)K4L2%2j4-m;> z;AQ~8z;gxaNDta4j>;r)MYT`B6Twc&69?b|8y#!f=-0XX^=*X@Ie{_*%dH!~AYAVGBD562O)A&2dMB~9}ncWI7n#D9JB9~IL6yax5>^{kre zVIa23n*$Jw)M1 zY?Xb9HDHAgY+nVtC@rcJgjszqg&=wM#aUktwC6B?RQHNsiUSs4G9S$woFnkQewTt6 zul}5@#g_%%%RITr(N|k7A(qxzze@?)MqW{|V|r=L9F6_#tRO)rA=gObq%5CBmk~uj zA=EqFI>k<`wzRl0`y^fN6kSew^p-Kv38ik@>b3pkI$4dV&ZRHOnc1WG(@fRe{)!~0 zt4?Ws0`;;LR%L-s8BM7uQze(u?`d0RS9Vs`y@>y5=!+u5d!jT?+whaLc}Yw4&B(SH z`ewOirsV8K+vGr}^gcsM4&O&DN{jHP(DPkd6#cjm?>!pcYTka!YnG=kA6f3Z{Oxk6 z1AU#AfiN-g-5G<6n}r?lRe9K?zRrqL;)vZ!%H*Zy#eG(}-0cP2>-&RH-G%R=ocIAJ z!y9^;FLIj1u0u_T0!5^ClzaOcB?#uSOod>6SHp_1-5mj0!*qH{cyjrdbPSj%e}V$j z3(tB+-3L@)3Q6l)ajtAf8)cGFAe?6~mneR{b>ul3gz!*q!NIg4e|p(NxeW)K_}2A1 z^3axf+F7J^37;#|zJ;IK-tuyQYoG%c4n32ZucM7Z=eZ7hK22?^>Vbul}uMo&WhVIRggVvJ8qGuJ#MJ0oiA zFwY{EZ1E&8C+~K8b*D)}w3xUVNHHMYc1qn~3KxGtXUg9oUz&8y^@GkED2OX40~pfi_F*mfQI ze^D2ohAw}B2v5OHgSdVKxH$@Lwt$=4;N~@qVgjRlQJ(?zc2KVXwGXIEKy3`_6l~UW zn8b`)3e@*OT?%S5P^W?#oPU7cm!bEJ`WZYc%uNLzVIB150rgx^&xYQ=Lhl(hjJ*ze z-vspmP;UVBEl|IL-e;lr7xfM>`4=?F@dP_I2aT4(x_;&=gi_j7#&ZQWI@GsD7ckjA z@lCPUi~nxeIaDJ)dChrb0dp-D%wFmcKXVQKxk%?VGI;KK##_S6#1{$!nxRptuf@FFpB!%9KOWb-e?J!3=tSiH1VQ^hF8XgMdVQaP`8_Ffkx%aFmmp^*0h6i{uM{7u zmu?+zcd@2)(e#GIU%q+CDoW+YpPWmLGl=qDcj|Gb`Fm|vHR<^r{^{aWR$9};&f4Si zmH9-UmN!H;hkZ`kyEZRgd6B!nlylLCnYvVt`AtHGetKsdAX;c18Stfr_Rj+DR4MfB z%f+odk;=;(tq3#UyZrVOn2){ZpEA#dh1+85&PKfNrnnNm`S@i{H!4d-F)pZ(B^w#5 zD6VhqxX$LznJ%CebbZbj>otyG!CEq);8UT89j@ieA5po4SequIR6jOvMDdbK`AqUf zs^2WnIM8>DUMG8;d3s0x3haWjR1{ zSS2ZCC`myVC`ln#lm87Ej7iik&Kb}doXi_GVDT{AXgoFjNiRYTc`xsBt1$zJiHBonI!@Jbu@_2^W zAOhd)n{rmkJp5G7--OP;J~@#~0Y=HTYo5{%qmgMBD&_lLj-FD@Fw5ho9j;h2YK3Y< zwyUN4A==`As+1{xa>EFez62jWgv1hPVo~nJuOUp}$8uEj$aB<99BNUfP6dZ@Q90_K z9oEAl=0XRf`yQo2;+>gF4`q@%=PgvDdT4~tx%($whb?o1T&q7I2+nwaG*5W%8)iIX z)c{09a$$hJ@z6N;sDKo1b6+kHFgHaCw)dP8SYn8Yj1|tusyd(FX|fbSZdO91(ZGu! zH+~3m^9n(3IstNX*cy;IAF~0OvlIf7r+*{(`6EdB{~HF4noh*N+V$=#AYRtXFT1yV zHG;hq#jL6N$T^u1y=EY`WY~-YphW&-)kYKbdqa`g9fZZ%hvK8@z^CwAEY8nBHs1z5 z-(hh8K=bQ66vzB&;PY*K^drPZV^b-Lls^7hbN=5TZoUQPI6eq;%=6mD3Ac_5iHP19U<$&3~Ss*wFg0s(Y67&5+#tU&07{3td_gVMm zliu!ZG8mv zfH0N=TyaFZ=^_9cSK?BA{6acyni2qqyis7c1qi(SWW(M4WCbJIOU=r0T~Rho<0}O0 z<&Tg;A*0e20Jn!^`kle5Got+nk4*nC@$Biw0#KC->^N_Un7xG^rrnQalU|E&UNCM96MAMQ2?*q2ONHLV0VjYPOODO4Ei zCu{92-G7K-)pQTCJQDEbD6^8F_R=??lqT}qZ=w?z(y1qFzfS1vkU@g&UqT%8F@~k< zFZ2B5_y*=O6OpJq`|e+2DpoJQ$sO&FeU7>oyHXwoY*g0 z>f;gs5X*6&tSijfPnOh8s<86?QdYY4K5Y7^UkWH<(K^fQO|_CKNi68_<&gKkAS`i_ zYiNCPszGK$lAfDhI_yrI(#X(#|K&Kjd+b;cVfj5}2FblxSdY0q`2(8F&r9wK+qJ-zj?JATA--xLH77KtI2;7tqqQ zLuvP;3~1)rnFYd$m()&+C1TZ1Q`6)dOb$R0q@H2@%1*4IbmP11w1TaP$#(a+7hL!b zJv)A|ZZk{`#C6~W;TVpymW5{K+YujX*jxxOg>WaEAQ8FdKV)RAM z9!LwldniZp8ReIN7-mO*NMwErAc?srptu7lodv$5BD>N;i7og|6rpo~?6GMj0D;9-QTSx98cTr|i8I1mEW>_;$S zv%C+iC}#gmY6!|iQF3$qM#o=yK+XtYH4v^j)OqJYxyO#5(tu-?h%Pcvi3k;fzLbcp zpgvRqN$Wfopys2C&_{+dPQlS{v|GB-OeLyuyp<~$GCh6>z9ZQNaGKWqW6VCo3Gr@2 zFH)&i@0Cvp5B*4G`+BcTCPV?V6ETs%tV2u$FiQ~gz>lQ4SHM5YRVHljxXm87-kvM7 zimL`@pO0yucl!uw>Eru;n~zEfXgs(G1`S{k*K=iwO4Y!I^N-pO-abSMczoAyv*vaI zjYvb8Fy(BUJ)Y;mptuqYqTBCnx#MRRsU;KUxv%HSrrw7j2mpZ^2-bn%JQCal!9JO= zeQq{;2ov2`=66;M@Ww^83-hXyv>*HW#T;EFpb@bX49 zwxavoxCctJRY1L}`-a;Rp!qZBVEz(6t`}vI?+b!O~E9<`Ee5lgG=u)BI)VjEpBCI_k zN~McVe&jbwuv&~;F6}O5abM~F#!{iu`CZ&*Zq^>D1=2;QTKL-%E`oYDs6&+6eD=-v zl$a;Hp>*xT8&cLc_OoZV*Ty!Cnxs3vb}L%6sdj!u*3pf`ko~{`;1EP!;n0 z6m>&+So6TT@huy8oIx!&|DFfX0id}+FZaMb&;g*iKrdzC9_WDVeBtW?1m359`{rw^ z3K1Sg-Pl*Ic|fRZ%R_E!UabStpyns=?({R-<00iWu=c~2l51C^R&Wjaf?ziYnn7?G z1W%FR7Z5aT`E6}IP#sV$Pz_KuP!&)mPz6vqP}!D}z4tYJ+;&B+;5f5?2j^2CqlL;V zi&q@j>9vFVEU)oe5*YY^0dLd_FK(cPKy!g+1F->3My~K00~!YU4D=~-#c$m}9YF7a zntDvDg;R|u2`lm(Oq^aLm&Qis3n!_^lzj}3cuNb_Hovhp%a*#nrS z(`psl?swS~^1RvNs4{$ivDB~gRFWTrRk5pX5AR-9XD#!7?xUso`<#x<;eTbh?k$b^ zsCbPuTE4w&N1XMrN{G}2A*_i*MLzM@)967T8zWK>c za{m{LegaCSiaZU+Rw*zevdVkQ?NzFG{}G~~>Qh=Me1C5>0-o;f&Qt9AHU)z>3wKE^ z4-CoZOF|VV_!`vjE4ex015t&tt0^Ib^rnR7rQgC}uKKTV2Jj1~;12YWsFsHF%!!AA z@tN>DzKXKO)6T!p{>xJC70#shvQ&`_*!_;Y?8h%dp^rsHguWduzMRp=iEX@R*_zBw zYUtPb3Iemz`Mg=Yi;Gq|e>~#?6t^Ixp|~d6aUIK?({jp^x$g@Krqqc3w@@&7sSO3p z^a?8h3T=BMm0iC3^Rv+AQHGygGmhDwC@9l^EpOzR{fT$P^1$5bx3gJ5K0CFkpydn# z2zMZ0OH|&-!5IupXI8kQS*{Dy0+2v@rlqom^E&oi0x0$%$WaGQ46|Jrn5|ZuV#u$Lefolu$`C^RiEBCYI|6 zB{C{8PYlmc=#yo%;_&2`u(R;Hvi`KSjS{b91*vryORmk-!o1ejvox|Rk)NV!>YXtZ z#7fSzesCh9EDS5MQE^({IPTnP-hx&p;jnXESQRpP9gopH%P0=Lp*{BRS}6^^p;UX9 zR`~4ZNZq!^p_6G{DX=;!Pl63^PzdXzWEXy>?Ji~&!^&hLU21tKE2*JN$NJ`^x#!y- zc~8BR(?>vq&Drm?*ayNJ+0CB;A|v=P&w3XAdk_q=M{C3&D55&vMERQ_h;E|fumxa@ zz&e8k+<>))0^1rnSR<8|%1*3ct)8M<7Phw9)Oob}hh4DOm`u*@B0k7g9o9A($KSzP zIPYJYII!|?T8Y`Nin1&BE0n*HtP1}k*b(Wu{Hl2*W^J%JyT_&pcHRo*1$%c@%;G+r z#-_Yfl9T#(^C!2iY^wjx5ezfTG5g;+LK75R%k!^h^ku#bwxvIv@OO{H zb@Z>yUwK6FFU^1M&*#5A*j&hGlkVIo&*jfy{%60vCwzB%NGi$i*Y-I1%lgON+T#{W zCB;3*9be=Z-+NiV=4yM~CVm~;O5Aa8zxdH|T+MaA_+PrS&a07*!-jalRk)g8{o-Lm zy!3;l_UMn7~vsRm3!;qD$>0{r4(nYb>D18cu^VI0^qPZY+H7SMs!-?}hP zu#J9VWP9UKIgY|3lOzW)8vjZh1r{jD9U-M}?#>#8&H2J$Z@rlAtW8`3b;@u7n@Ah| zrBUs{QUY}wKyZ*G34;ZI8_1RX0z30TuH*vjh6lNl3t$4dk_+GkawYn!Ay@JUmL3Ja z2J#apN!9?tR}CabfP8`80)=AzEM5ZuM!aK-{K@YCx4rzrSzCTMR%HEnNM-$a%+C7p z*pT((@zwIAKN25W?|(Qp2aWGp!HSb!ZvTQFo-H=(Cr5enyynpV{^oyesrUKwTbKX7 zP+2BT`2NYqY2D_U7Xa|tf~pM;5Rf=4b}f*>euaZcHqTZei^4i$Sakg3UU^SD14T0% z`aQorzuPP?u2WaE?#o&oEy@}Zzy!LksgiXBHqgs+FtErt8=qmeKPY=7%oDT^k}73 zglOF(b6iAYBxOyx9hZ4-e`8XvQS&lD3TOWe2}6C=NPU$O#7}Q#En*^tS$z^_H2|E2 z;u2K|&L>O`x&rIzIhvvjsD&+_ED%g*7$wIn7eFu?2~HVKo8C!p_;`cDziITfWwu5F zy(mZHa_D;*y`m$`jE#lgIi6{pti z9=9esw{D_H?{BpBxgv`vUYdW2?>TkB2mAcbs01W*u58~D%49ohRTA}n0s5Wx&PqOz zrUy%~4?2Z8s!lYI+B;=9lIR9A%e>JN?7L@kmpiobrW)LKVA?hXU##n-|8kG=%e_Ry zG_yVTSjm&KEqsyvj+!itEfj&G8^`MyW?HQLP;U~St-;L-*4k@GpA0bE_3%tKi`EVl zt5~&&myNEM&0hhluV31(_W{UDM*+7H>+z=-Uq75#e2v~0V3(Q1VEF2G_m|SoNI4m* z0Ft9~hVTD=EWTVGj|UTvWd$$v*kBmw*Vf^1kS{N7A-WL8^3wBg<`s1MvlcfD}u zPYXj!i~s6EXZM{bd$C+N-&O4vJ~32? zWAI2NDRB7p`9H@ob^yDWGy*^9Q}9z94#-saK^KD`bQQQ<^Xr2jbiSze9Qd`~2!ewo zTlhf_ifo^NA9Q)xAs2qoUEl}Zy#nU~CaQ1;UPuqyC$`8W^(m2Tm%-&hd(KvYx|;5+ zq$4ETMKVcH7cu}iE^I4v5ym+T7Z~S}js9*J2e#uC1p$l`Vxyl4TXHGb=-a~!s_v|?BczdqGD%Rzk^?^w2+0e|BxwNf7tqDw;N%=!z+@#{z=L#8mOP9z zQjW`qaU{F548dflOcH$FDZh=3%O3>#7}V}q6VzTZmTFm|q;PMZ+<-cP^_dnp4f50t&5!`ZR zv%G%mZuHgd5wFohu+Ru{EUzR1(sFSce%p<}GO)SKp|q~M=G3kzR$<7WwGuiK!AA&@ zatl<_hlm-nlap#WgqN!Q)9D>ciYi*vKQ*%Y)u`p2GAz;CIW#qiwW|9PCju)(v6eRsE|Y^ zO`V3{jGoeTlx5NtCEi^#op2GFOyVI5%DwB478DpmORWL!>&k-rjw5hOMrxppLiD{H z68zG3#cZ#lU4ejLT$ucZc16deR4x#y0j@F+p;{IqRErlvwU7|1r2}mwV}EX0R>HN7$3)?=`TI%-8tc>gg?ICeB#^Y8UM?^MevLlKBqYdl-RxHz08DO#t_b zy##!6SIio~Cx?bxA$+oH+z!Aej|-Qu6w6r(EtX>Iw4w+UL?fKPZm-U|eob}8{1P-N_oij2>&Jd=^JR0A?zi;UM9BV%2bu@^F4nSzX$Amiv~$oO*| z7~dIjMAI-p#&Lbfvkfvnm4uA*VYeVxOeQjZT#G!HBICA`$ao3M_zW^0k4MJ1kp%FZ z7zV~yYf`~;EJSWZqhn=Ye7zU8!12<6&<|S?YX-)m$arHkGQM1mjNKjW#Pio3oUU4U+F!5IBDk%-RnEK+ftU zboXQdTz2v`x17Lk0Cr&AB4XN008cwZ`%|z|QT4Fj?kCu9cNF&9rNef-4A_p>6}ICg z!gjpV>hUL7sUg52e|+Kk;SB^1_qf1L5bWilpELBIF?a-q+Hfxna$eBS2Rj1T15o)8 z^q)~ngUMf^Sa5R;+-wCmcfbt*l@9?>`O#Atr9u4ujCvKQeL)RCSd0lim(dLgJwbcmNt0U-Pn<|9(M zg6do5DYiab!rR1mW*cBY2@6Ca!R#ov-@l%)YsV};_8$+{{xCDZncvrF^XmV2EY$z; z;Mf20n5F;Yu|)sJraG|Mn48%+{EwS%fN0x165GfSx(_;JnP% zqq_u_J-!F(L!f>XwFFb8>FL<>7_c+PB6Vf9YKjQld3?uD?Y5fg#;ws&O9+*ko-#d; zJ$C|a1zHER3TO$?e4trC6WxzJ2Z4IK$MB!>4U#uz-g-pSnV-|kY2$dyXYG2atKytb z7GYQ1btCP*wqNnF_SR7CZkbymJ;S7hABj$8=ei7??Ne&oj8}YK(X3P1)@GXj>a6ni z6Y_6XD828N|LsYI%R^wP38?aL%lNJ1x8YaW-Yw;Iv>eCl_Mm;s^Sva^ z*=~MObJ@Xw4Gbo&`Hz3@l8P%Y!yR)AZ-4w;o}`I!@r#;2&ab-cv$WsVCNOvc21mX#wp6+6lA{Xh|t<7v_Gu z`Rm=J3f@b8QNqpqs@hr7evd4z`7ekOcvVBT2^Cj-+;;$%mc3Yu-$m>iuWESw+Tx0? zbq8?6*_=q^2BK{sie}T|H|P}vW>S;iAWpEDM{9D6-;G99-1Xb?Uh5wYYVr#a{M+Wn zI`OI=Xo!;97q`m5Q)d`4+XCj{7yeZcBJ+Jq!kuVjnOu z;f+=kj@oj3>q?bat(RNW?#S%djJv(VODoz-^Y&I1pU7jeXTW40GFhRrL-;gr@k3Wl z-he?B%|mf~ATR`h9SABxuoVgPL2yx%H|VK~rheRV6`ZgxZ*jCK2yTI3D-xUpfguR2 zki{~Ub6N>o)BG=pz%^{RZRrFnZ3!7FlCtTu1-xqFdY4#)GVoYQ@{MXhR;ie^sW z7O%?meVVtEFkX>1i5k4o77meH4C0rn^yuE-qE^?ayu3`Ks%@gWLpw-AC|pb4cf5*9 zJe23Wbujkz<^YXI6OTY4-QUbtMw-0Q4GZ6wKcf%}4|eVy6zK=jIqDb)2{9whc$c-xAW6fJ# zGrd|9+w9~29ea2($+J~*Aa|2%T@f{S%wQ?eqRsyQJz+65XUu?)*wim~IImB><8y9C4xpg&~ zCm$cv3K6fn{@q!`6C~BPL{-1dL!BSzxxOsDreG{6Q1_jdh2D7zS+X+7Lb=UPy$R4#88%xz=S#i&XKEpt4t9d3JXP00|SGLoj=Vy2nwvAi`W z-Gtvcsb*BAPb*int2uB;4EOZlednak(Ft*9hefv((oOO#Z>gr6+_$`?A^9pMxI_E! zU~E_8#bi|r^~4L=rj1(GdZkW!=dmSkGkii052j@J1RWlHn&A^rmj1rL+`v#B`^QP% znUrCo?~=5LrqVaqXykAqB`@Qop`J*xXkguPvW0hNx}0&;1(j{OX(olPVykE)3UM@I z1|2J&j9>XKyziAu#VQ)pty8&!;dw>Sw54;$?`X3vcgb$OlH_1dqfWe7Gw?)Jj7hm8-c6Q! zW$lueeB`~A^`QQCY9GFXM!ZNP_LK2D0~5)8;xxYEohf*+g6TOGD6A*vAI0_)!up10 zCRI&edWOV6QyR1<6f|j!bh`FtKWfb%$#2q=tE1)8?Z=;xu2dUm3-*y2C$Uq01Nt1F zxh3p-P;boKagHn z&@^YXle$?av@n^$K^D|Xl5xW_qUckRt>HI2TT;YnelFSed8m)z$s@`{1s+^0wurIv zRKGag3f~Y!CwD;y=A6K#JhaX02B+$1W@ocUK9O6!!YnvkD;)7cBD;fiE)*tDRk#Qa zj3jmq+GtF^`w+%tUrgi0M~El{V7t1qcU6o#h#j_Z4O3ql8s1f@{H;jNCCU0+JWa*&CYi_3cZ1mBjTg z-|IKMVt!jUGi7sl+bZyP6V-)31pEq`c?WKS4cB+U{+?j6T=ej8wO0Bccd*9?bSU1~ zR@=A%2(GJ^;4BV%W~DFo%&I};rQCG>__~Xd0Umm9CEHF|tir|H`exPaTYoXV+C%Sx zc~PP(km0Vj6Um?o+27Qg#FOb*<)N2vQIxm_L@^*zT7U6^`~IdzFQ7P}LvRmf8IOR_ zwcJBb?|e}r^2Pw(sRF3RLofGSQ6k{?Yg={!!4=$DX!vHObNOaTE(QX3tB$X~xClmj z0cvwl+khD6<_mK(25$~Pr=WKNsDk%51;b#bV4VtcTM42^AcDCGz}#fOnGDQL2IeLJ zW_~a?KXirpsKVU9TY7uBhlOedP>qL$`?;cY7__ls7Z6-|R^ccIe6#Ep`evPgxt;LZ zufOg1`lMx59u~!tZMx@H;SynPC-$vRx>N08VFKP9fpmAZ=_Z0Ic)x!9)YdlL3(4z} zY7pbA!&7&@z$@znDc-}vF3&5=wDWk8WIU+v<--k_1osRyTfcB}n(O5HCFuGiwu;$- z-#Hy1eHSrJ2T0#WOo5wpgW7#m{41BJ{#JBznl+BK6-oDtu1%?y3A8vXQs+?=x`Pzz_y!lV#=0q%#Bbk= zZbcrHrlyPPeQgWhK!vp%i%w(T7aIn_B=mzSN;%Mh!(DhekGg)Z)-ZnAhD zRM$qf80btN8`O1n5G}}Cjy3caPc9Cky$YhmzS2GawB_BPZsVYCa6;@Ri?~<8=bt`m zoDLf42aS6)-b7(t>sZMkUF&R9t5^q-E*Ft>|IR!(xv~RO^ktQ5OHUe-(P^MA z?Pv01ysV!gmYgW^%}HrF=RVZesS=pQRCQqX;b?t1c~d5q;nR+YwZ{J%DC@g zhhNv|g0JX@NKX7%pi@L;P+coEc-jOTgi-S>w`q6KBw$V zM=>fyaFb{JM`6F6dm=RBje*uYG(Huv%^RtDqBonX@m8JUy;k^B=Gsk#Aq!QFIlPgDKc_6tJ8U`lUr7`PoKE&j`HuM%E(7QW|{5?Vb zoRL2?J0&!j5SqkGBrk#4DTMMr*9sR^IoX>UJzw1=^c)$7AOXOmLR<_ zFgveD%j4^%q1E#OEA=}b7B4omHD312`XyLdf3?B7B;Okz7V9^*HLh5KV@Pdio6tlg z**0-z6^?P)H_LSw5QGn|*Z1oyXsu5YR9c@Dgea1yPQAvXuXtCRBhEL=5W)y?0}z*c z^lg-EbA%8lA7ZBb<)Dh+ub=#gr!L;2XrvLWDIoq0M6o<|ePC^8USzv%6|OmMzy9tj zkG_wsv#U+GI{RNrwM(p&dFn)0k1X(X&jdK{1PX9l|lL{K$?k%rc+8^0wh*y?Dwc> znz0Y8b1Sh3Pp-8l2u$Y`&?Z0M~(C4Uoekp>$}X3nCoa$9-c;g{OFLdM23)-89`t4MM= z?$u#=fm|!bRAWUy$J_P>NR@9`yvvg#Q6&9NbjC8_a-C?E(pvqDq*`S?_F4If2dY~( z`0essf4J>HfK(-mjjvn>0Z_bXdLuM-9&i?gZoqO{Ad6jolz(2%(^Bl)%5{lxZuh4P@K6;zF) zd@C*pS|A&P?Itt!Vf*>|1D&LZhO8V84NO^KMp&dcjW^zk%dGF3_TqeT+Ul}pg8fql z@}G9B89CX1aKcIha$dJ`qXkQog92{R659=XAmF2u&u07gkX;U8KMuJxVR^|#1^#ph zdg$Ibi1VBx3Yr#-q~uNIk_5sM&Pwv&ZqxC{sQ3#s;%KKr1IoTmyxeb;o$1wn)1Zh- zPso*f{bEhL$r8w8iQq{dxvGL;1%^jnH*05VV7nj%CLYjvNg!o1aebgu-ebs|S*7wp zIMgI(`!1>lLM8d_kj6SW<+{YK^-!R~!|ToA9=S0Wo$67NO29bV-lwx=VEk<&mN6$V zQbIHD@V+_wMr^*ZxBhgGGGYkgY(l|Ily|l|X zyTXSRS57CehARV#neTd{ne0czI~RnG%hK?2olDhpAA%hUkuF$)U=_d9W@=O=|s&()O4Yy8#O(}XKVj<(-;kb z8%4`;$2~jY{JV#8ZyO$ZWT1xiOE*vx-&7?Q%@=SksM7mY8gk6CWguHuWJ^T0SY#$1 z&3CH@%w7(w_h8OWL=Sfs6-Ey~-vPE2cft9yyJaG_1y5M*16F&3)m}wyMqg8*gnB4N zX7}eeT4uSWi}s{eHzZkee4{ECkFLvhgJDY-!5Fp|A7IsztvSGd=<4pE%D$$(Fqtk+ z7+Gfbv}xAu0^W=8G+mr+$jAeAS}TT}Wc{gd5Lv!tS+a)9yIoLSl#R@P)XWH1pwSCi zK12n5yIZBY+RTxJrRnjQ!5!SuD3nMD#X zwYQ^7Yjd7fH|T<%vQgLILtOLon&@n@!v{-)(gkLHR)$h~K|{|Qa_;lNzg>BkGsLw7^0gbs2#!e=1n*Xejj#Is7e*uk;t> zJp#sE1pO{_!?;S|p&P#q$reqZ^e<)M33YXuMC}+a3Z%ULi8MvR6 zDN*6_$1)|7d{d(QJ;3}U;r3O4sg$;`V%^WuWlEF%+(g+T>f(Xie^_`ArRfKB?^)cu zAMWKGH~7te3z{O1$@pppm|(uJ5!U`E5a#tO&G-6s=R%OY+Rn zUwR>XQ?R~zfJM(!&YT1{v7ts2L%Nm)_B=&B(IqxryzT%t=_WTts8K1+-JI*xQXz|V zfx5=Al4lK-K1!N8TwGD2*33DaERtDtY$Q=bA~WncBUfds-izAKl(+@j6iVLTpVS?HMbE zyD60w2Qi#jSF8U=~ih~+mVw;18`cYN))P^HTul3;{SqpQkMdT}|f)nnT z+!s0gG5=NG?utfbDA!(q=g&5s(6YvsI$=>^@~KZqG#R2alb)w`fe^qcp#V-@Bza?C z-4e2eCo6zE1p(Y)Rsffsm!WT{CzdQ4R2N9LAa|yB4mS1+*h3^{*pctZrGagYhcM2d zAD@phXV@AiDZO_L{Ap>Pb_j8h%Ef+vuNCoV5S@_IB;J&WV!rQkNa<5LBWp@)=`sAJ zYslGKMn6v{vQ)8C?^58$MJ1cKB`_o)HywhwzUgpE{*f4MhwZ(xI!C;w$Wpp4RpYwA zbS5tUs6js=PBgi-A0^F>QKpnnwm>1#M+C3)n9Mk4&>s`0kOqapxCy1)F_&=LOw~P~ zQuH@L=w>kGr}+*Nbd!ov8T48lwVE?U%@Hro0FNW)>@KGw2uZgS6Su)V`A! zcUeFhE{{meB90`G6U_{!P8=h#!nQuEs8b|{=L(ujQC(&jxk_Clf&!VddJU-yG{*} zXqQ~ad%{~LhsiVzJZ+NJ%J@7$it%(}R*4gxuQ2JjXy)i!x&o2jsUcXv>_4Zbz?f(* z)5s5FCe|L=+Z7_%!su*|@h{V6WK#~7aw#wdgNUw=>7&@i4HX!d7*ZZ4x1FsIu6@e}>c{;hZ#BR2-$ zRR^~N2m9Rdu3C)tY%y1QXR_cFJ+sw$tjnH?r{|N)@UFBzcWRi}=k_wei=@1kOw9={ zh58<=A$P4-#z3f`-I_KW{ewT=8B5~QVAA>-?li_&J5Ax?h+s?l)RYtbhQ_mDcl%a- zW(n1T%82n-*z@)o4Ld3OcJkZ}pLRyBf~$G7uMZb#KuOlsqp}fKKb|)#HQ{cran7j2 zedq&zH7S?ok`NG;pM2M_QV3_kUNz*(bKb&IYo3C`ao(8+w`f2lR4__NiD$B zhAxG3-E|pKV7fDh6ed3?FfK7aC@{sD<5X9j;l5VpB>c(p8M$R2hnjOWG=@flVtA&e zhPpB{R}VT%hwG4%nZqAml(pv7w^n8qFz~H+TMAZ;sj(h9HLN=H z(d4P;W-lf>V~EbQo>x-xE<;r2QNs@WwTqN5m@2*I;b8c=T7L+j4%dY6X9qZySaK8C&PZuTL zJI~eRH3j?XHm&Bi|Io|(M;xw6v=9qkGt)I3Cbwmm>i6@M;=5}aRlc9)W(v$ZB&%5&4UmsPN91JQuHHaVY zS341|m4XcyH`BeNAu-^uacWq@?1XF5=x%0RNE!a}6w{sBIyr!Cah{~q?G88Vp!qPu zTPJ%$iWO{Dk1sF8kAJ>B$r!G~w&11GkKFs*YJkPB_snh>f5T8KO}4l%(LG)|IaM~v zl<&hkJ$kL6VCy*1TNl%Jg+{J2atW>xY;g(8U`~E`5yBkCPm-8p#Hr>>%*l5|{7?{a zYP8=!Tt08yMHi;foGgfEjK1X}=F!RS3X^qQ@c+}t7_b?_;+=+u0_M2=MY z^2F1+xWdCej=ZI7!2jxFb>YnZ9yNUC&A!E92N|GhF3z@;XO>mzGhS3_QBpUjT{*QX zTxTG@biAhE&O*!6rg!Fb8Z98IF?3O5%vTRO9ThR&rdatE=xYJ1JnJD#i+2)M4mnZle zyw>aC&TjKV!d*t&7S*e*im9qU`Krj$|Xk+|#ZwnYtyy@6PeZqBH5OSCcCCh$G$ znP_u%TWGzSYDVQv#0oSZ)-!Q-${n_hB}FG@)vIyq%{#qK(Q@NeBwU-Z($ok z%{#lz&2r<7#Mw_lc&q5dl6tizdIwK$J7~GlEpbE2o!Llut6puL-a(^no|YSLCT@6o zM>*rxOAx+Zo3Zn1;zFZs9N)7Zi3`teyH@{tZ^q6Wh~;QNYZuvWfdHsXWLV+6V9;@vA<&u|SaaPq>|8&5tDYv&tXOMJ3<{FA1< zV_?~uk5Mt>pK$VyVP$K&qc%@`x+(AUh)b|HHD=;-ioA0Ym*A%to9Uk`!H^aL2gXE`xW$>THrJay_nC#ruat3 zK*hwcvk|!2FhXpE?Q9rDHo{Rh%o#SqWj2f(8|Ee(A%YE)!bW(;MyOyTd|)FCuo2kV zF+A)TA$G!cc8nrB;V3)i3_Ia6JI0NjaDyEa!H!8`Cp=@vRIn31uoDK@3GA~7JhKQw zvoJemVH9T(j?TiInMJrf3*$D6aAOuGViw`aEX=c6n2K4153?`>vk2@Q1Rf585C>rg z2SJeoqsf6e!$G*rfpOy?+~B}Oa1fqwV4iUh$~iEwrN#gUfqgcHXEs4-HettXg5qp~ z=4`^5*%;hxjN5F&joFxp*@P#vG0$cb%4cIf%qD!EjbX=NcrXMZ3}y$0pok%8VhCq2 z1RRFohQZv#U?MPtCm75#451u@`G6sO#$ebv3EZ3*Ax_K=PJ$vQMw63phLeEfB)D-B zZgLVLI58=l%ThS+Jo$NxRMQ452Kea{J@zpy!_S!ByDa3K?)zv#Y_ogpAxr5`_+pBjZ zPLC`+t;lhrf-P{@RmnxCH91b!umwu){rO}3k53HdJM)UZehk)|n|=%>)w_w!%YTX6eG&MjIs z+j!BhDV)zvUOSzjxSb{bnf0_2mi4T!tXIr9`PTPWLrz=oW%-`AEQ*ES?5uB%-;&*FxMZ_POQ*7w&#PFoit-_zD-Swn(&W+q=- zPfw6#Jw3r`>*)!C_@Br55B@sO_9i@AoAC1%RHs=gXum!|4(HlGX+d@RpI$TX=fC-F zC`xl%ZntfH5}yBT(V~9u7THZ{l2^>G%~`dFFW>%+xy5IzClw2FqobdHSTyRMnZB!@ z_yQxCz}!VAG-xZ19=j{I?5xJO?3vMH59F4aYG4|*-B_$SVnKRO?)X`aI}O?@-?OF~ z%Nn&!Mvq0v9XCfTfyJ6?lze)1LvCg2W~I@yZ^9Nf1nh9yc@_!p%B@V>Y&?3lJZxcO zfTGh*a}7=k2&GdutB!WO3FB`FkZ`g(t5N#t)lDQc8|^3$yWbF?T%@J!h%KIj4R)h9-r}<|!o_!L&A%{tg*^7j~HfZm4ns2JXP7!_}he?aMI?7v) zggc$o&T72+Bz#kDV`_}@=K|dvY7oVy=(gE)QGMsJ+ig%~a!BL)G5V zU3cXco&AnIJ-X|G+#*vAj>f91EY=*@rS0qI!`b#HEvPzJDrmnx|D#_0!+1Jncewmi zyL-&>+QCVZ0%LfpIfe>Z_82IO^^0p5OugHUccx7VPW3d4YpkDQwBm<`!dn>=A3`n> z$CCx25|=9&mg9V-m;QmFq2S6K$n;lWjJbM|(lOp4~1$Z};qlPFo(V znX>C;94Kt)8nySwSiaf&5!6cT;u4pqnw8ko<(G2$$lplxq5ig?V$OnEe9_Et`JL6OGT=!6BacelnNj{lxO5BL4ql?!CjB zTDnGYdT$~0CP`>Yuc0c0jsc{o6hVa0q(dlzC|v>s2t{c@nt+8W(m@b}pp-xa=^&yM zDJo4tJ$Iv?bKdiQ-~D~>{XO@O`#kf^UTapFwPyC3wuhjxccYo^<;>c)(1`X_4*4;z zO8IVcH#F^aS3*=+%fnz7n)T$U$rfrZ{=$#XnMUSWwXU?|e{2;;g=lh}yL{>8)DbQ! z_^vJ6^++#1~YGp3i#>ugeNC7zD?@z8SHwQ?!J9X@#9kS$kPaK z>NM(Chk=aVx=~M#&DoFRk3ig<%GksDT)P=C+xeFEy2}~1CjI8R6Cdx)*C|rEx|})Z zs8Cv8ccNK8wLX&bul-hq*^>oNSWy_nyzGT;x1lS91L#2>Gxe%^5(lawQ zaRK&m8b{F^{EGfF89r2{?f2w0nz}+i$K=DNCt1Hp%T5O9xwz1LZlr^|IkgXJZw+d1 z*mS?FPhyr#%;)Si^KAz7ZXQItz~JqhLX9EMTW~qE&fR@XlgTsFNz|?|zP`=S8mtrg ztc&x;Yz+3q{Uz5sp($AVk5G6>jKx%4%pLo4Dvye0A33dX_4bwT0=-`MCh4uKRrm%~ z>8!uryXQaPH2eh1)CEzM-9d zIf532yDhptZ@@1%_$^cKHHyy?7!NmZ%?T=c^Sjyjy>7UYu&M7mR~OT{!$0a%@w85S zqiG>A-!0KHAuil=W9*M~q)q{;bjI0^Vw%(GIr13mkeekOr)@}*3Tk6zDyz4N0j zkqUmVuFH)){AXUjo*CII)Sx)F?ddlkP5Jvx;$odUjK(u`{riEYK5uWm2szSOkxcct z@F8uivLz^AX7z+SWcgf9$pNVLVz$Z&x_kuV{*&K758;tT(mwDPmB4O;g)_ z&n!(HJT%|^ppk~Dk8gC8Z%v>qC}w!QU&z!@9Nu1fewxn*E}sI6<~jGwUhzwTYK%fe z59-wU@~BwgY-oEJ={4U}LW3~8UUW_Cp7`a6zB;6NLgp??)!4i+!mnK1z9Zjp*)6<& z^tY3b{FvrOH|F-q>^lbHW}h8y?-a zGW!wbyUU*#a>p|9!<6U?+YR`_4fK}NdGob_J|cG21B+%EQ`2$Zb2(ZY7$$mT?~`A+ ze^~c@7o{7lI;t}mVqzW=z7icC`ifum)k&=>zP#CfiveQKfWrx4IkU9^Gk0f2tMJcZ zd!}mxserRUJypNG#R2TRtroj~E5;IaWAIx*Zq=H&GPq9C-r zgGc+;puNl4G&=H2=XJstVz&GALv(dRUui_A+kc#E`EaE&6oyb=OW8sSRl@T&?BizF zv=SjqD7sjlXITcCTnhI<{GoHH3E@v$HxD#ufksG;vF3)BiSSMn;%thFX?ghKDT73M zG3f@HS)dj8y^|U$v6tRuRd`==QDvw2whlmOvn8(j%;8=abK4ig#8nvQ3~mdqq(C*+I&^t;z$kdRn{dvB(9&_hH2aSN?03bC)3@s%rv8 zL26yokDV*w77jG4-gvZ_xR|@21%)o%#K-0AhevytUrnnBr&(i)MyK5Z zf^?#K`&9GIsFUx9S<^H`*R`V99v+96W1>gX#f}5Z*B$ewuG{yjHSqbF!#a8g3<+Bv z`{9PbTi(907;?dgXASA=j2`2iyQ6u|Pib5&Y9rd)DSeH9@%94yYeB)L-r#=8S%oJZ z^L0-P2icjKudiY)rB@pqbNwFV^0k*Cp)v}&-hn3!MRi$GF1@S^V{?L#8&Q!9(lc`wk!M2> z;-Zei&W1LrUmVLt2Ji0d= zZ4cm|KAV0YI?;Idj?bRK&g-an+aM)0rEVx1dpYcJN0v`bXwkg!LkhAMqh8s-SttGO$R|%Q+so$2f3{_vi zz6qC=o`^!D0b~GHunaQ$OecOVu2l1xvCtcdH2)04joCn$25yZo5wvaEuwA!t@`Ha? zu<8r-0+b+Shg*aQK|MtMX?0=45nr2#ZU2RBvigdHGootoPZZJO_|Z7z_DyKbl+dd3 z4F7}JOU_g+y_)B?Q-L=kqUbrCu#27D)_mG0Gmwevmqe+@KOw1UuLMRtf#aV|ubW!m zAy>B-$7d$0l=MjQPGi>1Zabbptx>nGSVXP+i%?B2eG6=*;_WqaU&?=fk%WW0v+lm% z(3vmLBIZAaZ$SehcJkLUMA#@h)FRU1?tb*-O`|V$j^AM^Hd&|WLD_QM?IEG%jw#9x zc*I*7zTB%p^?8p#f`ZJ<&Rb~ftL`4`%I~@NM2&DX;n**IMBw$6aF`2|{er#sFzvG1 zjkBHWeGl6%XV*TxTN$hn*xvf==<8^7_{CQmQ5!Q9Q#t95-GsTs)p?6;k&e<6-912d7Qbug;==3N@>y@3Y$n+B4v}7k9;WlIBsJ z;|u7p@FP*p39PbUbqR zS`G`22N1{Yq;T5wNDb#kc}PbLt_?KWQ95rNZbr2}b59^*a^>Yo=+?DJA@4?T1s=Einr0R(E0->X~1IUtEK>428XffQ@?LBX1YuLFCT`-Jef9@!V43y#THbLwGkO~0}Kg;LW5|k&%r>V_%o;YyookY=rX|z zz1$d7!i1(S&Fx-tdk7EM_VrNXwKX#kn<1h!EWhioRz{dV5LzHyNZf2RaklwT(@2)z zh36mGp4Gn5q>NrA=6{_tTQO0m1!)P|DU!{qJurV)b~-!r(3&4#8Y5X?#={@AbiMTU zd9GLamBW)jgrDs)YJFeUH8xDVx3Td2q{GY_6Bj9~dNZ-wAR$Bv4bv6poo4ap#v-2p zaYP2rsee*+RzUm7i84icIjhD-!1-iPkNYb1*8F)J24Za&$9PRIi$B~BepQ*j-LCz- zqk!XJnvZV^neK(G<<47}j#{_+ZB*%@wHbiiH-AFP^?va_RFfxqRmF`}UqgJ<_l8f8 zfqQLyP=t@X>ozg_jLf{A?={I@8awKMhP_E{hYDIJ4bI!svqz)+&8%ZBY=Q~a<^|8q zbjnNWL%;SId^t`Df2NKhx4zzP}Ps0>HoWpTN1%YD7|qkHcHC2lz+l4ZX%kO%3G-&oSlW zIvekHZ84jQ(J{5rJl&$BGZ65HN$r6^RDX_w_z^!yt+qJ{v?wOc*fzlf9_ zzlfh%Zt1LF_K}isd950CRUB~IE*MR+U{d7hdH-6K>Ejn)FAs$&k)h6vsHplkDva0v-7{>hqHk&>3b+SJNp4{8ChApuFHJ>1kj%bGM^1#N|vzT ziXb+@DV=T46SFK7bx$b0<3bZ;TyJ8L{BQ8Xg6L{s{5cyuO|uP5wr5S{8U#_%Ibg^{ zH$|N`f}Nh%$>5tX-gq{rv0I~qUx9aNzQW<-1QDeZ31U)d>i*Y|?#h>I1VTC|cUWL^ z*9$+HLz_t`rRJOV(NJG(d311op7X<-&BJKim zm&$POP^fxl(?;0%<+#)#MZ+{dlw@y+eQ?%rdkQ{w`Mj}Ei8r&L`mUSf6H-eCuoPWz z_RMgX(9jK~d=Mdy2cuINsz2Tq-$V~zB-LG$Tm3||%4?7(S>61pt|e{sxj}f86eD8J2q2Tq$p+=q>bz=Q4+`tc^jH})G^LC_*9wpJ!~h7pmXy(M zt?Y(I60bmTR_Bc8g$&nL7xNDfu0i6 zs5ogno!ddNZ<|_z&-8$c8XFfjc%vI%b3MK`v2suhA30nmYcVKsSLL@KxWDr@M!0E7 zR|8MGs_Da_qMrQz))%{&V*G0JyAlmN7VTRWM2nx%d0&kiA5CWoyvS#3(vd#A%(ZX! zUWQDfVHmmjC>a{ zesHhgv>(#QShx%d89#Q%7v+I=PYLr;Aq{SCqPG>T%o0PKgnoZ*yiWRxMAL68;s#3+F@SI!SD z_lqLRi)zJ-{GF)(iT)z}e;59u0{LHT|6|Et41oT>1pluW^6PweQxs?UbZfI}eJUd2 zVe9DE#`ANdqqudmxY@w~_thDG8d11#ti1UkheK}AW) z62Dkz9x=`gA-M%V4BdKJsPa%lms@TMK-~>Y*dd%lmz9Ov)cIO*#iPp8b$(X>g6=IG zr?W@=7xIMtm;|vqt9YqSgG&nywsY&I7mPjt`;PgFq4i;+VDo`zO=~eMJyinbvCJ70 zM$Hjg(XrmQAsX;NB*RQ&TyWI59RaP;j@fOnnvE>=UZ9vyxv|iN zWQkdjdCdbA-H@6fW>#FvPl|SLV$nR3PMaD7p`xh*8FUIL7+RV%-Q4#xdZYD#AMH)o zGlO8Pw8;-|6E+6t$t-#pKhit0dox$u(ez_-7!Vrw((M>fwu1l%3mbY3%E#67IX5o2 z)xvryy>I$GO-sOWTlK$XNNd`;V6RKdb9lRDi^+$1kL6WF`h3$}Be={M7MN!2bUH@8 z;Yu^u*?kr5mDDX4!yWFL4W}K*Wu9w$igtO>8@C4wY&zK!g15AUqN{&y>7b9 z4;Mp)zc{cV?56uw1W}BWbUU%djJY4y0ExIPD#R&vODxl-$0`uqp?xe0k-)kW*YX1@ z;d6SK(b7ic+?6SO@lj{!-NH|ss~&p&+~nRnyg*$#30up3y9{nMV7Qvr+ZiIrBbw^d z{VN_GfiBSQ4bebXkyNvhFO5JmLU2|*%Y96=kKu`D@h=hzx5p=C`NQ|;hs^gASmYXb zd8hf-1uGALedD8s?GR=|ezyzb+L>#BOw}RSI3ul5q&sLYN zga|H+Yak4OX0^~tVZy!-Kjf^7{f5#dd|R&06b}{DYWc7{;9zLJrA{ypiL(|dX!bCCYN$+d;(j5eu=Lp1AzRk&|+O^kPlhCPs-}9p-03Sz}^0r8-#z?op3{;+e4R2)3H2rLEnF12TY%h26N~ zZd<6H_$LNTI|cn1X=F~LTqDsOpW46_6Y4YDw`TNmn8-v zzd}6djSUjlD5Em@xk>)LBCqV_C40QUHVCTn>w7Tkzsk1*)_JRhse796&RUYk*ax_ns^w({klM zwucy?5n3-_e}}5AFeE zt@59Non_lQR7ki6aCWw#x-psHae>?MT3a$U?CnT2Ep#EdLRVU5)yn( zDT{mfrqqXA{e{d!&X&Yd@qO?>s0XSG&gHQ@%b=d}8qyCsb)UJdIF?GDQ3--6V40@0 z$w4ms-5QC>_06A0pDpit1_;^>EpTVo`1Uc4~q(9EwtJZrSnZbKKh> z(*3p=@N%B0duv|n_S4ZRV|S=aQJZRF>L_8ESz)|M`l};wBH90gp=EQR>3He<g!Xrh&I8qf$vOq9ME`L z|LHR)+=S_f@q|GrZI<{p3Ds6r}5O{jyuR><`*S z3Ma!de0m7wa8P~v{Lv>+nrR*n0dj@T)PuGJ&;9AL3{e>~{iV}3=K`2VL{)~upe#AP znr!%?$oG0<@Y7A*@_V#KC9W}z$s36q6i0S#gmx!JkZl|R%I|&DI6owmY?>$mquAd{ zu+GkfDya!zdoyV8zH!Jzq4$@!|N*r`65TAe4!QfLQC z79_2Lsmhy1BYy52!bYTR!3!lkHyLj7KA_0JA|Q{Dp^vc%>7uCpbZrl*UV6|!0B4E z7puZo}bY*SN%Qn(%bC_Z`jqGP2(QI^DN=EE(Db_hdhA| z+dK-zvaS>fIbDXq#AA@@7n{D<7a?vS3U4z*%Y1U;HKqB#)Vv;~ zHGe7Qq*E53&LtPWd-WTjDA6!O>{MVP0|Gq#!h`$MU0iLhC;kx_U2XiT?_lUz!^D{|I~5Apn7+|P zvX%20H>S!k3;PffD`gSiu_dN_*Dgy6d>N5Zkex*6aY5<{G&7x5p*`E_nDjJCxRc$T?mSnl1&QC+!yQ_dbY@k`imo%Z|H1d9mXP}BrL3jfuL|G+1e(WK2d5EFZrjz? zbASnMa%`CVy#at(5Ea&EFa zYzybvNOAq0bYY-ccDc1@4qc%KE8Vo^_G?-9c1B{&4PJh~_7Srt+PkZ;lzu)cF@2ys z+s?MA_Iu)!D1S@(XE0+hr<$I{nN!8UuZz;leGiTlx_I|)vGJ~24&Lr-7QKz}N8I!F z^X9oJO|Yph}AxYO4LmBt8Y5Gi!x18aDgMS%A5 zX*GeUx6nu1HE2^L?6M)-t!3)OZ&kP-QSN-6R3Q{*6f$Hokj{s~<@9NhppQ@|QKzx^ zwy14itdiW^Sn`NYxL4VLM~m`U?=HJ@IBx*ql(rrLMH<6_NhrDo@8u$XQMxn{Q|o0m z{qL1=z>lelb?v_1yY?f#8kDDZH+Jg&Jsxo<(QZSoo!eIm{@vkkFM1mwBr{~@*H%#% z8jv%iUZS)Cm6SljdoS3|UKP%*eBeEiBkqB0z5gtqCt^lFeY$z?4i1%8j7s~JNBdo4 z4r{nH5@mR)3;l8ri3CquGMsG;O3lXHn4~PpmxgGV1Y5%wtK6XG5U39tsR?i}E~bJY|}B+92a} zLdNf$rc+LNu`VfUpw$c2qS!FIS1{70GzH7c!1*$Wz1Y824Z=ao2PT!laWp$t=3ZL+ zDU3EIS_|LgO|3+Ytwc?J=kG4fnT9n;ozIXuU-CO2e|+XMh312(cO7(JI^x~YP$j3T zJM8|$_}7`@m<(~_jN^R7^b&O#LBA_Gor~OIK1kd+P~6xtkonhyn_?sh@sY?QyUL0FLhif!$ypB zYwcu7>|}}jOJ3yI6V>mm*;V3&NJtrgmRt1GO>Xl7Uwa~39eWzAN*b(AC+BFbj51W+ zYzTJr_)huVI`$iMQ9n$=IkM&lc(+6E5B&&<4?l8*UbJG?pyl78K4?lkUkCVc@b*K? zaW#~|;f_&8r|33Bbjyhn68av7t9q-+zttNht94ewyrUh>A=eK$IKz zw~ut|o>yLclgzYR{!pwj9+_n-*}_(}Owlk#)lSE%|7iQXXH4fE7Ve_#ONkfqa%7yR zWycKQ+RGCrl>V3Ef~A~+@#$Q}3Uy*xOqZDgiUAvA85a^~7B^pnivY>J84V1Dp@%g( zJVm)nvT4e<$DN$RaV<5TqT<;f1TZ!a)BQDossTUM? z-qL8=vAafBn1e~unEEbK1#T@&QOmSM>a))TX45p>O_t(9S7|mQPcb;Gtb%9aTjUsF zm)$9x*YhnD_Nan~t9e&N0o!VT7J_L#uO-}T(m9@fjNw<=Q5_pDequ zjIg$VDb#GDtz$+f{b87PNT{Y-98kEROv$H{UYU&(f(-%)&**2qqeB$)ee`B zRGY%Wxt9gMSz+)^e1n7;ZtIjT{>Eof|HFbE$eJnXHo9a>`t&Iw@i%b!6lrN?Na4M!Y z-V#E+Qq7AOG*ve(Lo49C0!Mx3(<&yVkjtBW@WtpsBIq8+KE;tXH)9dWGpuBk0bYIzt|MitxcaQOrHwmzW`y@Iq_A~)&NHG(!wd!>OPZUdcSPMN8AhQ z+1FcFO@TE?RbnDL^lEPdqugc^fZ}`6!cd(=D&91c^2dcbyi_3!@>K*h8%bXv#?3@j z(RHKcs7Ba>0_M?IAZjWTa|4*j?>+`?cIx4vDY3-)t|| zUss!+Xr#1(ZZa6RLC2~S8ze6Rb?| zlZ5l(%r~W>)67{86moel!#|%i`h4=-?|f|vg35cPKoNpyB|1rst?=)unKv33cabD4jAVe+P;ltlZGAsC ziGCZ`ZxSbih(k`9s+uLzvP!#R1kjJ%eTFc z9hII!CZZI{Glqz-Z~gQWPxwFf6Q#Jzn-_hQhl=>^XdWs*r%`X!l-S8;$7UCOb~fFU zww&^be0ozR@}X(H7HhrOltFoRjsZ+zR9iUcUP(*6aUX~o z*rq+AG~l+XXk>6Y7WMnFtY`!lk_5HVffQWf11b=xlcO9x1&!cakE1o6zLZk6$>fa- z_7{x1w0b!LSp%F}MYE}9bqhXvxZl$&M*cHaV=W=(gJR{l1BSh8pj)pZY|JxF5L*y2 zoP@E62^5oIRDvW14)r4=oNuq{mV$xRvm~@6E|E`ulLFZW1yFH$K@?FUHz<7Gkf2eE z@zgJm&5>DRQ^KFj9X>9L?AAL4#U$mhK@?rhztJ_z=1^=gmZu-Z{Mvjt^zKrCLq?7O zf+{(8vCi$e!adMO7VjlZ`kxW{aC$!4RI?IC*5>`rYQGy~EF5yP2*+k3X! zmQ&D-tALM@TozaD`2~t}>oA=&V&zFg>i(+T>$v;nskipjQaY z9wwguxju}oH2|BLzf8|ZC-{!>wivswip_OFP%@-nL7I4<%5=7JWI$=^u>#}jNqcQ` z-b02AT#fL*J|fVRKo_zqEbNvIQf${SIg}~}VuuOJt>iWf@8jMaJv;+U-uLUN3$1xu zi{NsmZVD~&)BW6sg)%iK$qi}GY%WeSr;<<8e`q{?CU(Z;;_`zF%=>Q)kgzdK7>CYl zgvU}RVoOpSn9$6eTj|2ULPr$k2Na-s+`}e_Qc|bsY!l{a*Di?UaNQIsDeptIk!Z+9 zQcFwU$1c&Q1w$I3N&yRqEqh}mw?ap>C;5kqXVc8W=#soF5L937D2gqGAY@S1K~ISjeNCsXjqJx{zLpR-9pjs_ndfs|on|sWFp0r=|y(Zx>OO z+<7OHA6;=Ra%ULoHj4MeZJuJk&}#7rT343ueG&e7K}1E{`ie5GA88N;Z_g%m(x0bFluV* z{Gl5j7IRu2Yb3s8K^5t@Yw(}6{xtpJkPdQ169E*)^|!Lwf%2OD zAO}?<<&3%WT@6ut5Aj9j|K9vF^oIl`-nFZQ1~7>{+yMMZJGzRWO@7%+x9+OMx0J!G zgm3PsN{zgec&RHgMeYJa-KiA$8?`^h{%n3TqG9>KIaVbr8rz-{?GdWHSTJ=+%-jR0 z!##{Mr>CfCt-TN6HAz1qyg0X>z;}TryqqYIVx7Y^RSmszkN^28_Oq=6A;GXed=y^6 z^G?ETdH@%KMke7`lr?qk=CGjh1WryteJ(k5191qJt1qBpx=o?@3PZF1pb;Att?`Y4 zf~IrlJQb75U^O>+to|!gIvyt7P?*zLtWLO`5v$l*_v~`mS3kZJvRWt1s~?v3n;X(D zMr>=m0VM{rK@a-;oexj@|M7D7V^<_aBV0&DL-#JQyJ_V@fNyaG5IU~$f1-2F3#-XF zP|?|DWSdGt^2?hF)Z=tj0*o{`Zim{s! zb7CS0y0FjHLpcWGWBU|}SJH$Ce*8$y()cYufu|6cN@Qe{hd8lAwi1YC{IR{6Pq(EL zR?5I14GizzeWZ`Rv8zV@N5{J(<{O%W=s2-Qe+&nvb$#a4)c7h8y;&9iICBICEO)&i zN&!ZoTUp0%D|q`n=p)VIQ+Plrm+w+Lw!~8$Xmjty^rP9JXKzn`5y-tjp+XTt!SV{R z)UIE$c6zU%7^BM-KrrboP4rySvIUlp4Qw~*7}%z$sPq~KNX6RXS#km zy;G2*!Xf;gPB4xxAhFmZkloa*eFaq=qFaVJBS39b^jwm##MujpE;(tWblj?I@X;lG zm5C&ki98Q2lX@Z10J`aT$*JSyguqH4 z@Uhq4&1W0+TcR_au1t=KkHV(kSeP61jZH<)AUwwU4ji6uc%XY-C~tj%D=Ta8<8usR zy9R{)I}$zF@B5;z&$%DZj;)_g^Wk$?USV}wStCt5o{L&Zp5jiE9ef zg&@i}*R(^8u(OaS*cU>6miu9u_5J+WS_W`4<~dd6z_;k*0ad#^GskUfrVIUWSh=Mg z(>Hhl5f`^EHa|m%;18?0s5QTuuNZLysiEl8+W;d0gU5B2HP^J!^AjMx7C+E|^m1o* zFB(D;v3^IP+w@vXjQg@Ua5hztBZfQGdo9V?9J9kg{UAg8JVzy;)9O_yN#ap3B{acp zu_nU&+-_KDNq;^EV39v|wo4gJ8R~3Dm<$#zH+E`+3885ADHer?895?!3b-ZC#Zp}@ z(#BHg!ik^nN<0c8hZyu1AlLa!*pXu?MV}P|OTmtIFK5Gwd%*Rf!bR9tw-HV*DfI zwwkoNrW*g#vnV<>r*=&&FR?LCQ=Xsj>594V7(HtqM@Go8QKd3TCW;S#E zr`_?*=G-S2$n!L6&NEz=e#TooK%N_|#q#_p>pI^npC$kf2bEBVLeQ@oK3%U4O=8dV| zYy8yfV$rR}Mbr99T8!~r6d2F^Qwq55wpaE$0vOwhGdI@IKLj?bZgPs^q zEf>gM%CSjA#z(20T{3`Pjf-Q7X2V|ig4gQmV!;h-J7ib;C=2YqG(8^lw0%2pa>qfX z?3}|}XfQVUm9mWW>*ikw#^7`G<3VEBGAHNPlSWVV=y& zee(3BvM>I{OFjBYtlXzgU#k4#kNY`QI>Qcui( zLjl+T%HM3iWlsH6@S6f4zZCqf`nR^fD8E(zhxPob^jPNqAqB_I{W7O0@EPJ172^Xo zsWL=u5kvQXh>WZRe?Exb;)}|Rf|D&&ya9jY9yWK!A8aN?d%`rgg7)Wj z#3W)WQHL*=p!9ixW-$^Z$9pNicTFsy6}KG%*`-+xaR@73=SjBix2aU`gO1B{sb-vr z?&d0?)EfFbJhVW8)^ za?l^GINl&ItGI4Xe5M$P2Jw9Dp(q}m1XllM<%))*D<;U&mXU6nI)?zqGKuF<{gYhA zqJu<_4H|~0!X(?GRmS?;VtGgG-iKLB}C5A?Ftfz7+Fh*SGJAEy@*{Y3Y1cT#i_x+xVBq^2-BO!Kah9KEf?SEccZZZMF ziDOU#N43DfBO=1ONMU_Kp*&La#sqB%Vh&ff0MG=fb@PmR7(+u9fIdj3I(9 zT_tix&nqY8H>m`ukk>B~Li3y77QUb875Lg2=e5aYa;{!SBXL?jAuQc zDn?7ZGl*PpOTr9~%rd*aB9ax;3?nXcpiVNghk*d&xKXzjQV}%e;Hp+5R*w>6+0j8g z4jqm8$yNT(Fks({V3C4-H``6%$`i#&5wXr!VRzWB5Y1E#$}PyCg2nl&#QFH%uP|kb znBMv9US4FX>hyu1%3;Pgx=lLfRC906h>Clgm`!FC)SgtoViowT93Tw*Nl5xdQ2Uec zZxW_mEVH9e3p=`B>(ML*gX9AG6~>;u>qWEsgXBKpFYSDNdXq6Cut>keI&nKLE`u%f zy8WGsyG`@UI}?<0ythoQSCFe;0=LBK-3Kl3(u=~jYK5hh6g;q0g_&xDnC(m2w=||2 z_RP;`Dk_V*Uo{zil~r*6q`H+=V0rm6(sUpdRVR7yik{RitMQr8uwqkw9G6{hDC&CLkHF8{=N2?~fnH=ZWOB za}2U1RUR6x{nak57soXykE>>@mrhB@Q!W)we^ zIONd3o3UzDFK7uIdjQ8D&=*E}w(N4bLqIrZ)_supQb2WL`u)Sw#h`kVCe|lR9<;V0 zy7W15j#O76m=0~L%Nh4L=y^>!u4A|yp{iMQsr%>ekT)BxLIO(komoA>qSJcGbS}~y z*ZGI8>*-32vTgFqf#vA6%HU{lUC4rPGPBw18>RgRLlkpx{+!Ot5isfCUM>CM@G?tc z4!hja8^&Us;VdW*jrAjA>4mWu
    {Q;lc&{UVh&6*9p^tnL!orR`3BM@1&|kU#MG zk7bOYSC0Ebg=_)SN1rq3`pz_$=Cyp0!t!X1)a5HGcx6o|W+m0aK_71&uvkbDuJ3g^0}-vU7TEWe^=g<|-ZJWDm2)vT zF@8Nu+PcCUpe760Nd1D2`Bpicae#y%LJCb+cMe~F%=fuGuo#xCKW{AqKsb1IvVe}% zE&wSe>JJNZU9)N-IugX^q0hMzQ3(6`^9wMs`0n!zep!y zgRc8+P%@pSE-Esc>TO`3sJiqtBk+6Di#^GcuWQPFA|?QG>R*vxl#;;j$CSU={)6MAdY%5`K;gSd62>%)ZGoO%6teZDG0ZG^ zS5iVug*-E$vNx2ks7D#6VU)%936DFcu*AYRhJeLR7%i&h_7r>>rbahsn%c_}Ys$2r zW>9=LVc3;CNvx^-R|KHMI6H$wMKEI`ov@>uqDMD}5Yi&Cw=1co6>fp*h>|dMoXMbDGeHYw(V$P4Z^!L4U{1Ir4Mo_zURTmml()3 z64RxeuYqrJtnVN?=gauv(0WWws4xi?el_@BA*R8^Vgx^*bjGyHxXa1J=lNYRCs?Pw z(~pjk90TCGj=0m9WH=~P0+TA-nG9UsFs>Pw;7yS>)$tJ3>pJy7-@u2LT*LE?SoJ(% ze1sSQQc(dvUxFIbYhx|-QaDU$eeEj{0KE-8 z=YwnjKYbU=+$rV%fmX5TghBbv!?ofYIlx&H93mKJD133@^A+dAxpCb+IY>qlkp;Ru z!3rbshm{#saDUn}m}{m_!(QqDKCiGrOto@wv|nH|@@eViCz!6Mxb(U}CX(4~2~#El zB^aci)8UMz@Z*^~FeS(mx4a-Vl9mCaWT7%}B{qB$(UlaI9(<9JIat9;W#~%TgTr2> zytw@LJjJnW5Zw+;DlkWwS_zIcOu};5Nbi9|x>d%g*j`U>g!;gxx!wUMCJ|ma4}{MWDn>@fL)U{A zJ4={CnQh9VXq=W$E1XsFQAj-9W;C+vE=%7q0DSJCwJrAHMZ|u0yjiFqC*2##PL(21 z!ks9t%x=C8e0?T4;Z$JB4Y>GHOpQ)IRqlCd>E2VrsmP6o64nZZa z#BT3kchB9&5@U$`L>4`f#G0P;wJ=@Q=Xu~dmE&Nue`qS@x0Hs6bR@jaN53`DQ~9*V zf@;-{Q)+on|6*Ph=SBH35D_k_^D>^uNCYOy?40@D2AQ}EaR!lKiEqx7cSLgI^67%0 z&k7Rd455QKx*(Bf0vI{*pWvURnW#ifoi|8;jyYxp=)YKhf&eQ}D)LP16GtUhryQh9 zGRhRpl-7;tZHdlE?>|)VcNiywMCBgTuTL=2Y_w$X|w|-{2h| zpmmv(8B^?V>ME4PfF?m{&{bDDd{m?G0e!$-DstE@30sZu=TX>G|BJo1jEbY_+J$ij z3GO}v3IfZz^c(1ajCg9ax+aCaXd1a}VvcN-)~AVARI1PKrzKyW`z?)!e8_j%v5 z)_2ao@5foIR?Xg3)zw`+wX3@KzV>bm+h;t+`H{%!ZH^a;)L*!QeRBG(L*d)kuRT*N z{;R0zhDL0^eSx2dOAILm?J-FI;_n$a#-MvRzAfk7uJPEu`xWDheTE_&S-}4RH@uFc zXTWWkv0#GX^m2@wcsR%Zp_>Hp?v{4G(l$uDuC9ZN0wbgT5{)|HV$}scX7!9svg! z!(@u)3bU<-1o*sis69KS2T)U!kPFlR%zrlfV7B!!0p6+{`it#PGoXVH%J&_3vYW17 zguyrIL$mxSJZ??4F2Zs*>E-`ofEs`awWp(O_Ap!j0nbfWxMx~C%(i~O;eRpzs<}VL z6X@Vijr_lw0muB!03G~&%wOmEkCOt-eFrV!=Ia;zW=|#!U9dg8xJJW{_sk=3W#hng zeuX|5=@-Ejbixt1=0s+-9;%9h6qOa_P z*&V}n&P-5r6)ORx8Ki@i5?v`9l!KP?s5?Kwe^6(E9GTjwAA@$uXc@=ThbxEX&=~D_ z=1lrCp<1|qNVP-5 zdP3O%quapv&H5Ow&>SI3m3za!mn%x;zX%eFkg@mRw_a`k#o{r^n@d{|^hV`d73zMH~kYex8_@739*y``h}v4>rDr|HmM0e_I91Gxj~m z?ZRDH|2hCb4ESM!9{k%U42&Gu!HSOnNC$L{{VM}2a#7Sl36n7|*_j+dexX__?6F5u z`au4Iiert#0@}OYZ%PO zqHuKMwM}2WC@JE5Axghhy^`vG6VtDLpfY9;$~3aZCmroQZcmCE!#U>)uRQ`_!GsAI zZSPePO70}42EhYj&X`5%#x%KamiS;?st6{{bVHilK}Xw2CrN!WURvO7c)}B0hXi@e zB%4&Hp-YWJIC~^D!L$|((zQ%8%kUpeaRMGU0tLE+cw#(x2F|g;26O@8B%t_jz=(~h zDvZ+rs2xNuW07PE1jEotd^XB6PBQgpmk>@Xpvvu%A0bO2Pb)|}hzCabu~MlFS%(Wn zKDP|}WrZBVj6V%LEkA7#C22+Ett1-wgJs@X;zGtcYH60k0Rw&ev4Pfx1puZAAlrssj2Xk>|NZEKj~A9vL5|FLRvO?w&LB#3$bh<= zoJu?$N+Ycut8WpDFdN7zT$xT~oM2VY1gtgRNsU)q&3}X|AP+51r=)%cUf|3`2-E7S zUGVG$wt(ju!WOCQMu^Mk;*D*#Q4378_cPwa)D_8%afJ!5`KT-r+IPPn;*IyU{a8t+NWvjW zC&-zRH(uRNCMU_8k+*6lpgJ}k!omJ(Lp-5;`4WCLc3coSS5gua5^hWI4eF1X2Guuo z43@9{89HW+ZJ#OyPOvkj`jW^gAhdk~l14*+7VrN#DrH1Y#o^vwoL_BdwpSuqM4Ymu ztl|Iwe67YGbJnwwpNA$Ae0@TJ$yv)Lc|77Ce^G9(9TL72aYe>h6QHnuk0S;-hbKf# zp@1Ti6-jcQDj0KDh@{E34Scg}mI7;Peav|JWqGA~G9#s<(}S1S4n*r84u7X zn&$JxD)@m5n~udc6A9RknQNj2bOL7>TUo~F**ICzX<0_Fgg+_C2=*s^X`ajg@Cb~~ z0CHaxO;~oY_cd~`tXcq6Dd5M;*La9nC?OZGo0s;Rym!AgD?&bZk+{da9yG$zn{Ae! zJeep;V^X^(rXq3)ImC7TTRR&r*zYDDYN{5i3uj7ixI`vRJWN2#OtG-zkTn~{gjE)6 ztvjvf#K_Z_nhiG*a_e?^3S^?hF|rf|MOPAxZxDtn1|UVi!q-uXzG6?auahX%#*CSf z9OrSP|F#8uXXwm4_vK6?*JrbyjFVBcwX>?^=5dEac9T5B)+%6C2_TP7T+u@RI1Mr8 zb^AhK!x)t>$H0%(!9=IDN~rMUv*E*H#lj4f$0DQ=Qp~365fsmuFaT1{)NvJl`g{k4 zK0n=`{2o8&0j~2d6eDpbb|f?+kDP*(vv024KDQ{?PuhCIe5nfW&??v`*={BD43KY7 ziy>=X7vcVI5?=1dmHryaGwS6*pHwk?aFX;V7XkO0_g-zmgGee-u_ z*cX=oTxAb?)5~OZ#yVsODFPg#YWL&n9IV3t;eV0ImruGeUT&rfro(#40B0 z)^zTr=X7Pv(W8i*Utjj}zBVNqk0_dy#gT%~mJUcuPA}YAI7)gFk5j`+sVk_`hgGS| zsoV_E%F%YwaQmV-YYOZCC?nnKPF+9wpx_`A9~vu*coWl6%Z3@rBN&o0TynV>3SUP0 zM=V&=!`l3TeV;H2bz;ve8u+E2N=+r0MatM04K;N#lH^cTY2+F*l;yw+e})uBV%m-s zr_T|qLN58Zx`~T{>~RT>$Z9p{PZ_l|CRh^zmQG_WiI7(G%gjWaEpQ!+oke+%-awY$ zV46!Q6vV^}$`zsJcJa^luKw2{`#Il0Or0c|5DQD4qrS-1Lg36`m%N7pU!~Q}+}LUe z;sqKbK4ERc6dm{r?dx9K@;|Z)M>@#saZo(Zv@}4NGr&qv*#f)+I*PoJS4!>w0$^nqKlVCqB!uFxC? zygp^8rGXtFh~VKWVKazO*FPMM7f|;mWNCm!Cx0-OKaWg3Q0(qOFpYn1j#kN!twxc} zQ2EwqNJHqvEIXF8X6)%O^%82#KZdHZUvWG%z;A5|ncnW@$10Ytow#aw!a>aUJzzQp zW>Fk79TOvBk+^N0=$cRZh!S{884cbQhY=8hWs_7ailhO<{a!D>Gq5JhhkNT=SWvwQ zofd}co5dpV+|N;n8}fPH3=LDJ4U}DlNVBrO;YC`uETvyj;M@Yibe2a!P~#hHIt$9X zc)B7=%%Z2DZ=g8H2)nc=BM>%cJ1s~*)(Mf%OqqT2H6a?64(CuODn$?luQ%Uc0!=_e zkr=(YBQY9v!jrIyfbKQID>AL5AR<&JooGS|VHRsE+!t_0Bk)y;II|ifu^^OyJ5}Qy zM-*qj5HBn(CEPXPp}?Ssx|K6q4PFj&BQqst`D4@e!K9YKvg)tvbzNm9?4TyZbXDOB zMp4MF28;%0po(z(XD|Ox3Vq-$+6oIneR46~yq(-llX8l4KG$jYJydBpz#6>x zttJKa#L>vZ6_fs{%dxogzpO;~sS(@y(ITD<+v@=Z`Irf@bc!M#|1hcm1JrB<6eMCM z01O^SWmJ5}#ufl_b7Y`18{iicspc$*3AE}QRg)1DK~C)YcD&W=Llvw@1c4&z9`eR` z_8~-P(Ml7^6I2a>zQEh-AqDy539$gM+sq@NK3xJt%AsyjoY0fmcaF9)*E4HG-!)JQM{w^6Q+Oo1(@KfubkZ}#{ zsp*HB`o-#YnbP&Hk(2*0kb2kqnrHgOigvV`)h>YjAlT(Yg_fjQlM`4d zjh&3mro&cXTpAx(7zi+z3?cE6g~b1L^iew`4?k)ZG^ysUipWLo1mJBPPI4IjGB}(=QWhmu)mTqyv;>&*M}*V0u~Id$0X2W;e-X$_ zsiqY&%?)Tf@^+I;Ck+$sm(+&&QdJtW{jz@ejVB zBK9fd`TBw?(Yufb;4nq!&{Jqw`y{s>TV~6x$RVT<=|Tkt)|C9!2E-{jq+?4tF*nd{ zq+JBqli4b7X_=Ys-T_^a`UP^;%cH|7t^~X`mf$*8r==O|--LU?pu?rBXBIvB#iJjm znLcXEdJ=EW0+0IyJgZ`zARYe?ndMYJ!})bhCxN|>C||0L-0U(2vle+$|pNRk9{;mTGFKj&- zxvg@Iq!A3iGL9R$2nrraA!I`u>@I`*>-?*K;F2}}B2^wqKLxH<_CY@TH0lI(fE3OR5ekOW zWtBfM`MO z0kvn4qDH`j@i03MMmZAGC9TM(<}a0Rn3Yo*)Y0~BNlZDg!i zWECaK2py3&trL7TCO2DtLuX8CLOa#e1wY0u6bz-g@wJ^CD1;$oN3s(z7$rg9ZyTE1NC=+X;j<_E6d&=mD^65U>WRss8$`83^rxco6Zp7lK^^16J%CIYSJfN}l5b$P zMbhr}OcZqE6q9;#ph!NU+FM7=v!|$%zu&GhhSK+HW?VI4h!KK)J=1%P1gM;yv#F#p z9UGud4ZL&I=lednsh_PCoaf*fZcN3rOeriQZt~O|0tTx12(!{{=ee(q>MUC*BX~8B zT&4CD)t?Yfs-o31O2u?M0TGM!It6mBQt>2=Od$ zWXxlaJGZg~hhnzNfBobE+=W|N9$TOCdL4UniI{Y!fOAPP%L;?>WL!m7Uc&G(sKWmg z!*16+n$)Z)JE+onJ7NQ}^1yqh?igf%#z`I?Z`i9NW$G!5h8Es2nkd65wi>Wd96E-) zaORqoVY3~eKoXK|0BDH`8E>}8k#QXBfk(B6+gSJ{-gJK^!x9cJGA6LI@oa3yDv@|9 zNplU>9NN9&nfyxZl51TPEz~;T{32Qqs{>N2l{<@NC*xUYLAzyDwJ^(^V|jUIk`1er zQ{j@^Vv@y9#gJKyPvcPvhR&~?!n3hFjdI}BXi4|tpOq#=S63CWh6Ok{5LGGrIV;|YK0`#9^`St2QE&eKg(%iJSzS@u&H9y)lv%%BcxVOI4 zknc4g`^)Z0OXJ?wQbVHGJR^ib^4KRU6k}xgY9+-XAQKA^KQ-#^8mwg*1)n9^*{uwvBiwl&NS5581v~F-M>$= zzH}N6`uAOExj#Y7z$=$8Ucghpn%*P#V2pVu{ScL)TzkbYDNF!LcN?KZx0IYM#ujgR~4}=A3MTxPsqg^(fb~F+;j!~FRBPkr+!|@9BQP3xh8AFRP%(7uxYh*Ldz*Ek8tEIL+n=fEPp*Ji=8m z4~Nx*?tTBdc*ob|z6!ubAh}zA)dA=}#?J~D0Lvl(ESBYhhyWU*68fNF@VyTH8>mT3Me>$VE%6(Vwsm7C9l z6d85I33&u|c>Ru$hAnHbzT3-{?j?KMKT2to@P!XY>)0H?!*73uyFBnZjzchL^DDl{ zUA_@qDI5p<{`DriLI7S$JcHtq;x~6UkCBdqd~|%|9P$Rvp1}x=wQ&`E#-UKushare z6CW=vlXOOOWo7O9%R`m_+mS|E5py~=9v5L}F9#54wr&S9-V zbkjp>1f$IC$Ue_;B-QIO+0&Izy+KveI0V+u?d6MTk6(>?aweSU zvF_BXPusxDXAq1i(gnrsWXfKgnwu75@;oT=nUCbgA}=+%ddH3oqe${80f&wc@)rNSm(-#p9ni3e` z*)THlW5Fd+IRv>4$bqPLu|^J0Y6XTrJWwIGGF2<*WZ;t!Og?(1OOPtey*T2JIxvhC z=T=V5^!#*~ksvOajXDJn)S3Yj9cO*mmxv>_fP2x@2bA(o`@&6|Qz)!`Qr^dHdPtvy zkP~O;$Q%vTK8PJjeh7s>&$pbyFy^)Q(%ze;-`85FDq0D&Dn*Wia@}y*Z_Ur7aHRwA`5L zprf}g4U}40cm>H*MLuV&eq9nn#*}l7B1?mwl<4m)Q%;ME%GLcU5sKlgnB$AfAJdCL zr^LU>l=_Ajz6~3z2fW{?J{iH!+4&jR1GZtONpHvB1lkvJWQV~%v^tTh7ZOkG0J{Z) z9bC23d^;GV=M_`l-pD~4Fc@j648`zTW*$lUf%X#cCcD_4j!h(6nsW;5__U^|vuHU^ zxzZX+DJiO|vYdTNkt!IBC)v9cf%_(ra)olax6TN}=^vh``WDb^#XWf}{Ko>T7^rSH z*u*s0B>N}-i@5f4NYtVWc0Hvx2FdXCM#+ht@YYl zsCvEG@8uhF^!S|qNOm5G;YMoxVOR__@|D!E&B;v_T`wE>UzIqY_4B4XwF;3uJRz zi&W*eGM9$WDAS3Uf~;aTrjuekSj%{DFQQmBf<d?I*GR$^Q_tY|rrA zb4nKnCYL5umBv*g##OPh#?1qZU4n%6gxNGloK0I0cq36&zm(WC$D9ES)s-lQE6Uw1 z!<@t4c(CP99?*NhRHpun{eI&cukJQmomr#a8K#C1mJYEpKhyhu*;W~IJtI9^6i0uyF!<-ZJ-y5Ab|>u z6ki4BJ6IW^iYR!IG~5Ae!c$TBq9EA{5sDZ`3wk;Mx8`s9i6X1)e-_!)l5q@41*iX} zx(M>XAMQBYEL1Qi@PbW#f-KXf0FIQku3&!0a83eM*wlmWL9)XW$l3y6T_R(E7-RFG z_bdeNmU9m5nnl>=r&ex1#K|k>0FYaN9qPEE_|G`?)pUXQn^MP?165`9DC@n$VJe9iWQ%_aN0C{2AngRw65m zyNRDRRX*s$Bgq0Z_sZ}OLrPo;lr`I>aEX*N#P0m@BpR;iUsnq)ia4`106m~F#R&%b zB$HJGU~^9Pfiw^t0z&SPlt7cEbM3{J(yC zH1|NHh=n1Ti2wus0*ECL+@W@sKZubjh>`W5{4b)wwg+&y zj^XD2a7r_h6H_qp)q7D(h?sx7KdYC}k5+8WakGy> zmn61=;(fA2f@W#+Is?%{mAK~Q5XcBAQChQx27cg0gxBu{i%rU|Q^KxO(m#35G+=)I zXxaS=m5y_EZ5?^a-}ULKkh`P+63cck?s&I~@%=PKJAO*IIRzEfE9+M(>yOZ+u3E|& z@+#^N(Dbr5@mfDF4w(SH)MERo_ZVu$Z1)Tkh*~HpJqLh>ie7>FtzR)ACko^jhi3JN z4C*}NRXQCW-Jx4uwOLWg;YgVFxnu|8`BV zSCM6ksN8`RJyi^TMgRfu>n&kHpjjsMMq)qP@y$l%v|OL1zN^T2v^Kzq`RG0@6>Q8I z%pVTdK65nF3$Qlmt;_3>dZT*9J9Q)pfbItPQ%CHD`H=Iml)s`)vHbw7pOV@Pa{y{# zp%E*N69mhveD}+%Xi@nrMg{e(e%yzc+ewjq@o_kdzVS%M$#67?VjJ2Et^whL6BXHy zA4_4@(3%-M=D*O*6YI(3xjL_`PB@RDW6=kqX+Z&R5+E90BB$S2kL{5EK&D-)|JjQJ z?pfX{8s%#z7JYfE^&O_glyF5NqZv7s_wk^=R-f%;sbE{8lKBV;!R@1D2g>^)p6Xa2 z8De`LY7_CfK!Cp$F#h){KGlfVjaWy(Hv`6q7=cJ}A~q3lWD1yiB(x-% zk}`MDzg)5|(H*VXftXI8AWhb2C|Y#FJ{1nPUg=1tO!beD(X%ikP-{SBEb=lkLW~R2 z3BtTHpKqqZvGfMj9k!zg)5>>3p%PE)EUk1y7s}vJV z0xbE6Cvtn~Ifts$lTC6tdQe6!pfSTtMLQ_Kzc)kj+sH1^-Xm1*H!jZ0zBG5U8JdL& zTpM3Xo3U=+f{w9=!X@(pycP0ekM5s}_wFGr0pV!i-*%rRWN*L;ywianB zNy!Ayts&o#lBdZdA)vTf1+mP?CU zoRcmI(Gv9e$nMA|7D1TJ{Aa{`gTRUq|%;ca?uYA@AR?m-l>&=mQn{3Je z;{kXrHAg0FvPJ&I05t$}U-N(043kxPDT&oXD{l)Hk?@!~5@0;F^49;w{Hx}^*?-jh zcjn(60LK6w}Wm=3mX)Qg7q#j+SqCvhRNH7~Nh-++9iBE&JUx`rS3& zo$veIZu;E}-5p+y`rVE0^xvIG+};@7UHRSY++A_{ zF1Wj?yqtUeG25?UCU*0nw$n}RYBPK7)9%5{#ZGUl;qdWh_F3gb<<6yfaki0<(|Pgx z>q{HVi=NTTIfvfwZ?CSkzvFja?VQPEm!B`>ULRZyIr;6$_?@>KathsCT}=h|EDxPr zcr?=c8fD|G<97~4b?5rzRW9S3FrGSp-F|yV8umlUJFXOr?);CD-P~_NYY0+sm7cHj&_tOZE=D%nygnFD}2IT`#-?&dPqSsuk*s zwrt(kY}n;h<*;*P&woc=^ zyeO_ZB=CRw>QsLmRdc#KxVn57))#hNBeNWQTO(r??BmOG5w?7DB>e-wvwssliQl=o zNnQrr7jb+U-*X?oEWhijtj_5enVF6L8mIG%dJSQB@sp#dpAy&h*_-te*SB*YG9WBQ zPH)doUJZ&J+fG}?o`x+O&A;o(o?+izJs6#_>G#_DmhfU;^@oJ_+pVU{gT?KAi63n; z%ai@``(yPd-`jge>Gj(uBs%>vGioIo*u%1oyxMytI*fMqzArCv&1Amp+?%n!YctY# zA9i8UsU4;Da_{=Or3=5)ubiyd;Pag^^Ioo}!pE=4aduoya3y)NHx3EkRm zX5U=D$?zLF8g;$(p!f4FjaeJrxjve;aXwAUXop%>4*r|mp0)8jP0MO8vaI|cWM;dC zW##OwjoWG3eAU9@hJWlnp+LJ9S{|A}b zu5DR4HEZK~s`uZ?z1o@6S(~ffdY{udaWA{<_J&czdCSWC;;%N&2AkP47nZ_z<(t`i z*R|Pxu}7mGx6LCGK(i4;eap(s`hbl8m+Awu{$Kh(z5~FV`TtMyc^w37EPlWqbL)3E ze|J7ZeMWzGF^Vtg6a9|QOhVd_t?SnF%PpUon9TZ7^Xe#pPv|$k-fZxp%HwSC=+cSh ze%}eMZgzaOVO_?nTF-&cz?0>iM5ZT%a%RW2xo-J8_v^ zC&W7mnbjGOtxlJI)Er+ig2hf%C&y_zxBrq(OT~O`=X|rs&yL#8HNn0ZyL<>EW!X{x zlbz$f-Ez6>|C&5?YH!MlH-;*2ur9XIzw=<+lq+5T?~=DzIrPy?{=T```K?y^wXKw2 z=8}YOSz`9x(x{)`>56Xl`9G;iyqxJ{oR{ni;BNFB{~l+<_ZO-Jz6Z^Y@9&ASi-~wz zpP|&@GPF&)uiJQDY=1F(y{0<`zK{L_Tf{b33pB3ql-NDaw@;Uf2?Dp%R) zn>>l~q1*Bo*VF70H;kKbpAnC9;mz-d{53|{8^d>n8gxi%`6AasbR#04)~pR;J$Hk? z;rkq(WNGfo|x*rzvod{(Xxsanr^T0BpP_M(yG1A3diC3e6zVpkcyGA2NOOjjC26T(JvEEhqcqhT1s{=Do1>(Rek1Uw0Lx zE4QO}hs$@HceA%fYAxp*e$D0~`x--?q!E$~T0=3BPS}!70ENTJ;HeT1ZPp<6 zUwWzovr-G#Xh((74DJS1DQa_HSnxfb4qY%=V(N~t%s(8QaTZV6%gv8|9$EuIe*wN=IOO?lgm|zqe@B zuw)G_Q>7%gM-ND|KhjB4kky)ICnsscyNtHrk)$4P!~-USnb+bK+^dx}^10CQ9tN^d zWNloXS2-Dz0`f%|Q`@MTl!}5u>jI#U2Ya;~8rZJi>72)(n6??0(H4C);f7H?$!K;={rd({|$w+P;U}R(BcBoxEwR$oZ*k)7ZZ-(r`HoK`KD^dLazARa^QJmcp?$Jnnhr<1=7)7-e#!lzM6}#`}=| zy}A1D3XkgNnl_O0lV$z%>_e&N#;NPg_Rk$Clb&^9JllP74pZLw$tS*b8CV`<^caht zv+n97@ecR4hM6>-k+;M6tmsf`nZ(TeT5ljMiTn)Qhb6deh`aBnL`CV5zokhp+W10@ zjd4QDf^-S%cc80GV4$SB^)(iiREU0uZz2QnGfRUhEbPF{w)%)T6e+^S#yBb|`21K$ z#K!j-TWt|3jjAR^0uUPW!WtcaAW>tV5BpHhqOG2Y6a$4p5{VSyD{=)2qjjT_1%|6S zIy#HiF)Zc4#ZMuFC{i$-%W^`dZ)Tm^gKL5{Hzq8sI8WUwBR7>PKiwo-RhDe%Dq9aS zJwBU$)qyQR_!aG<>_(QP?j@;PVE;%J}?1NR`z6+0eUphmpgN59I3)7sdU*^W@LSs>{5hdJF$HVW9uPLs-=(*Qw)Bmt5(C*CsRuF&-dFAi>l{(K_ zucuM(?pVE7A(74g2@C3hijBhc&6>vQZ0=lX#z0cS z=kLIDDeK1if-BzL4NYs(@ruPl`mzt{N^Z6l2}bY;PS%mWSClw%! z9*m-!lOqSIE^F)l&*%n)x`c_dH!sni-~u7M>YqnN5WMLV&@_AD!831CgEBE5_s*sh z4%=I6dK0;8@lgATib0QYWu%ctGnfWzl`fPsk*WP<^E~NvvvJDN>Q#v znHx$E;{rh#S(H?&d0wIIi3e=~Nf#>vr)XfH!?(rrDh;~2(Vt6f$1lil`Ob$L7ABGK z8&+`ogv7U~gQM}vUris%v|WXBzYGj%d5;?0gsbi4xE6Jd8lumo9@?*)`!+Dccqg6# z92xY9YV{m)iy~`}X+ql=%e_;f8c$vhC3{M;I$e?Q=^R4r;uM9w({$qQG;v!+OoDb5 zg@)y1!x2f?N1nTcqerYW03qck!LL}?tWnjT)UAfCfg?oL?zfFiwcNp|KnC3)g4rNcXT)INh8tjMqT ziN9kvV<-1V4(Q4EAM_x&)%vzT$JS@7C9LP_3TLa#V4|2vkvOgv-Ly%KglpAnES6uJ zUcQ5~r+kH0PfrE&@fobnuO25nwsKb(+(>xq{!|M)Pwc~5kp1X@gGxfr+dKKlJfpwXVvsz6S=Fy$7PPj zt^&d@Bm>szFZ!FC!g8J1hZjV2B8=De>eu($-^FtlH48Pa54OKJpeI(rwwYdSaHFQ_ z$B)OZUC{&e#dR&0yE;t&>}iXcG>cDFLZy`LL%PW$e>71S`nLXdJ2xT@x^Ze_j+ABX zS`?xeN2G>tTEIUXP1X z;Kjqdy6>z4$#}c*3%(S%`ZWb7KNp^b{2F+6?fACce4e|r&Rk=qqoN~>otbkwvW za;!!lwPp7!D1_4G>g{^UHyY))KjvE*mv8Y85lom*GMm@Pmf0|Tb&IrUIPzR*?*$mi z5)&jOEa}c(_Jr&!YQo~Z07pHY5DciL?4Hdspi4DkVZs%MZme=9;&49-Cu&vdnciWG z#%z)Kg01?&IM<-{0ZGf2$$R_u;E+(1wMd$uRK+uxU+uRr;)oAZ48~5d!GiZPm_Rzm z*WrZqBvsGt{Y>OD%KPp1Yk&E|Rbe%FqRIL5?p!6QG;g;*%0whF>xN7ltVQ%n>UET>{0ny!o{qMhJjhs)A_@se)*f~ ztp_zE&AShzFVW235DsH&_Mmc-K9>I&+AcK>t?ZdPpcE%7!A{;bjDVn-*|&SYDY8ON zC25{w+i`bov5;E=vAs851LW5`F@28p^{2?F`OdtteT$GOEa$-bHUVWql%TA z^lEZlIqI|vEJ3`|EsA{i5fKwwxs%$(q1KXI zfBBwCL$1d=_`SVe2kv6Wr^-C<{WEt>nar)5b5{-|wT!(tttWS)f}UMNB1OAMRSW`e z&3{~M_+SOL@{HjvWgJ{?^UE___3hYv!3Au{9aimVPt&=LVCws>*Kc9%o4Jc0>INNj z%MAI=&Aq=hAzr0^SpTsI(GA)fMV#kc@vS3IGl14PV+208f@8SS7bPEQ#b6B5)h{P~ zB|Dh07LR$FMTH*G{%J}i^*Zm@my`4j!4xV9uu4EigVgg3r3cS&9Cn5|uawKXmLI2E z56(A4*=m(Oja}$=b0DKucDCtTdc8JHDWdu#Odf_iA9q3os|aZEXZbI)t8->_Hl=*x*z#D zDY2WEFHG9=;0hZ1rN;C}pj@+R&`#Hii@)tG&Z~p3*SOExk}nhofz6m~td7+!Z3k;m zVy*z%b>67$m0(^~lGsSggZ~lp70f~;Q~1Tifs5&F+m{zr2Z28^GK9c_Gd$TIhZnt3 zcUo8g~AMaK~oZ%vmvZtcLCZAD)b0e${P1 zqnB7&Mpjh#0bkuw4`x&GahHIJEmvZh&KDxX1G zGu#!JdKGheG4or}Gf#H|D_x~(SAiY=c|%9tnWu~b37efyb-X+lrlb_=>!}K^4HWp# z5;C@@-ql_WD43Et$o1GW@5%IvN;P0BQ3fInp10aLZ5YlSr7=;AV^qs) ziH(cC<;d6E=es<~DPy0B!c=4s5PQoU^zqH)mw7oMu{& z?0^00)R{=Kz&Rjzj(!v_D-7-nf(x1@O^0@ocX^65;@Nh(zATPBvqP*5w~MNR>|Wtg zx(3X}=DOQQXKINi@ah+bv9VC>%fBO7?rY*KL#^Np;)2h+ZBB#jm3bdJsc)cD$JVR` zGraYXHLw|7DNU45^?Xsjw(!g_Ci3f%FCK-i!w^&ONA9A9l)_KQ@>d13Bdzt~TqX_O z__`W8-3{`pAoop6dZDTJBjZ%cBQ6u3rkfbcoT*D~T{wF1x8?(*j|i#wa^?H*r7=CXps0vDl6RIUAK%Wbeo~G;rk>bLykNZVVRH$6`_OD z8K^2|#+4+eQUU@0AL+YiEN`~>A)oIou9M;}q^spCXw@C=b1Jwcr#!3mqSf2WAHr&I z>Riu;O~`(>*}$I~-}keZgW0&$1vraCZi>BTnI8E?cay+W#A`;O=(0VqU)#BdTw$s& z4~v)fU%}eHVpSh9WtU%iL+d=sz8|0wj;Ip&#Y?bU>^EczUtB>Y>_q6y7-x+WIQ&cj z8^40EXyJOkR^;Qg&^K@~@RREU$NE;+`n?Qqp)cM|i8Em*Gd$%2rc-J7Em8K2#jO-> z`!k;M9~3*rXdR!&zqWZ;enMaHIsM(o9CwATpKg*_uXSG(gHJlTUvK$>v@c1flBAhGwmC{eR&mv$}r}ycl~@vdMgxdavK`Gs4?x0lq8VzXz8;n^qopc zqDw7jM(K7cRvoLN3`UvMG@8@_v)11?2b%|1?`0PC`^&}kj?LK3*YQntR?%%4oqb_x0&(cad z4ZhKc5g(f~@A`a#P9&{P@zWuCTv}ZKOOU%f=yLM9ELL4$-zLD}no3vHH01M#BjvBd zQv4+*v@?|^({J&0pI3FlNaes)aZTAi#1#(M=W~Xa<)idukdK1Ww3l6rq#>7DXA}Fpnhyq z#p=;=^ER^WZ2o1G-F_nDaGFvR{@`;#qEzux`EFR=LyrR3bODqw&ivWDEJ>F^$kS(& z-})CLZi%terf*En)oO9D^M>=;?>Xw&=WB@qrI-J6#!!9u!ZmTPaq-d!xz+0~D*P71tn zl=*H^18&Z%zR-{mc}A+*NR>XMtnG_;XYuC7v{rnCdeAj_7UtU~7s|1+U!iCFhH>BS zW~ZPf&Vmg0gGE5r_JamytjBA&>G^UNw zvG@cr9_x(8i|V+B;r+?s87<2S8n5P0roWzwnG90U;u%m*&{($}<~W*N+_Lt=oF@!~ zkAB+Gr4s)-bZK^mHjD839erOt;2??}foPZ6&7C|o#UIdKIbodqW$_ux_}w;*xZ_Fh zUD2ki-`Bhfy(>A*E^-5n>d?sVfwbyPtCA=WN<;MPF{0s$dHT?4O`ew?m?R(h<7+}E zS1a^z`nZ=$4T)O=kf%^{%8;7L9HuRO8*7@{spkYMCRI<}Qfi{{xBcU{XAU@aTs-y2q}kKw&a9n6 z6$T6G0fZwe8dcCt2p#t8$3IiWx63Se1$M;g%+w)+#Gug9iQXRh6j^_L#hnqUc`IJM zhZWXT;|l!DUA-q8geYg{WYs*%Q43E7QHt7%%7&*`!0b2}wTaKsYCiX{*Rv@T?pm|` zFRI=#yppc#8tvFd$LQF$Z95%zY@0jo*tTt}W83aH>DW%bo#%efkMna^?X|9|S!-Nl z%rO_N>i<=q5!C-S@a_14`a|=Hv&{mWF6bcNAWKCzrpHv|K2{Cl*Vf2bilF*GY9Xs_ z6dhD+pYEl-P3uZ-t!GqP&x9P>feR+gu!z$8Yv{xqHte^`NTh~54sLWx4`Wb8<4@KnT)sj!K1bHYE!-1 z{5Xnqc+R>j;usetny*kEceU?eJc@r_uP%1FGEk6?cP#~4URrwj34_m={uvZseE%mk z%St=VQA#-i^=D?Mll?Nf*&0_uj=C(5fsR5_56owKK-aNnd6;k%s7)4Xr_`GsgboO9 zV#hI;3(6zwg&95#EWd2su|JJAr%iyL6E}5cNcVCi3xLgOw;|73Qc1|N9C9%d5u)$8 zSyOesrST2#W772LKNuIOhm2i8+Yyev`&@mWq+dG}C(v1~xa?2UQb#~MGSR8OXS_aE zMxxA8C=J<}E?XU8F`E-K4*c;J@yF~!4DN9k<#8ALQIFaA4`PCFcIZ*T&IL3d!JIGW zhOq2g8u}XgUCi==FcB)Qu|KrR2q8- z)wA8j$cH=->3`B0_&++bNS^bP=-+JV@C1ndf?$?)8dVG?SdT;57Y&*vqknHf6qo$9 z&zeeW4yi`ibbab%r1TYH%K_-^)>bv);)N8l^^?LJz4+g_5K70JaeN3nNM-vbt9eBJ z$Mz|}7vf-e-+FPN2_16@P&{pSNl4Mvt4nZqK;{8zbq!KO2d07eC~)!-z&Q8!n<9vs>x@J z(VOp9ALPzYUd`H-J9tZFW5@jDf`LKH?L(8^!KY$`=FHz5S~8p1Y@- zi{lQoBG4PpS`|M~cdaK^&|k{5=qliqXujBqONz>CR`zbz*w_e=;rC_B3(I%F5FU*6q!P9Ejxis}_i>F`r_M-kQU>ZM(djs^d z-T!JYdaOeR*$Um_HgO|k;1P%DGfHyW_mNpC@B9d1VbBLF$-&TcW3(QeB&UWgXFams zMV!AfE$~Z#qm1c_89KM7=dT)Y`Hn4ea!^s288$+EOqxFqn)_sO#Gg{GN?{9F(L~^- z{na-P9cS;_8KM#pD7$JHeXh;PfO)$IP^Ov|!=uG8+6(@3)^37-^o`+Tn*3SYgXsPV zdgT`PVDxv(n>HAY+WO6FJT8lje33T_k)ogNX&b!6e%W-V?;uHfz2}~OU2`8%N zx2l^vFnw8BL?1+c@;BQyJS?3}W24vKB8{OEjCCoq-2A*N8GftuYa0H3Atitk^IQl=D z+mpyU-=JA@=@+#b4t7+Aq$;(*DGtGMD?wb^)K3EubET?Rlguii1l2$Q^vh%C$H$0x z2Ju#|T(B44Mydjo=Lz-93I3%gdRDm{ODLBNR`SU050QyuEEti9n=`={!2~U9N5(74 zO3%~yPKA;_iK2D&fMcv%#J^B;#9eJ^4Hzl^(Q7*{sU`^|SBLwoO6aMI1QF99&;lZ#HBaadTw>aY*vAiZ6@0%7m-i{%SCAWJT7G5V#Y5tpAjyEJI zV9@Kxy{ZM~JbP6B*#*ll5et{Ey(*0k$JeQxbD$4^xjz;3b#93E8j%JJ+Te`91-zva_~b&|{6eLz*N3_($eEl6;vU|e zLI!$&I7WH~^jWpbkon3NeOR#>WMg!fPuU(t$q$M+HfFt-;-wj7#{wmAU#kGP z@$6B8=>_9UX%jy&3ESz=-=ePFxFlg?0=Av1e?ZIy-7R-&2*=k)rMPw;Lw9+vZ_%zp(13o9qqYut_5G2KZ;Yd6+Xc zMmgym@mfjZHmPqF2sIcksv@!mQF(J$r3l2R-|Ul)*$_T0a3yDVikubyo}N{_NxG7h z)!{;STBIZ!rL{O4ngLW&Fj^IPjs+QwK&W2>mtUP0;ZfB7l0oWbVHqv6F^HetqHzYU zhux_@gFuEBlWZm4RK-eh5qv^49j1#`;i*u+J*C%KFEb^ixjW&>2mjp!mt~tFnx2~= zAj*m1xsC;>v`c31jh%UW+0WydUhI=GrS+_Qi^F_BRU$03vkT-{Y_^^2iIE;_q?AA4 z5vW$t5{5i72w#sKjn}MA`3bnKnDD*YMvX2)I}D9Rv22WB+L*;dSqTZyZ)Syd6dX55 zIW`-qj#RoVqRQ=KN>p^^9FyeX`@Ii&cp_5E|)I~pwH z_fB`7>^$`zzteS>-!IelUw{G?w{IFqABZ9_GY(R-s!D?iqfh(MY^#&D-mxuwgPcAdLUgr!(lxD13G5Zc_+vWtl*P% zFy+fH0f>fl^W2G5!eb=T-y?E~c*K;K_sKE!&hb5^)|{%E1Io3L(#vzLaOH$6W)~p( zt*XSOILXD}PgfAVpAsSEDw!-0^QUDe`nE?CzLTkqh1^Q201_18bHwI$HjL=w6HE&~KZER6Y7&`VVe zF~~oqm-{K{npwlq%Ahre&xj{OfMOfAxjum`C|}vrz35~=5nKiKG?#B*Yo5;seIH6os&+4n7IsAEFD_q&jsQiNg4@9!6%I>p{Caf=S45NII zf?gB(?pD*nGuroqe6(MD@hCWiVsk_7rI|@N!FJz9*1jg!6=f}zRW8g_*6Nq=i`5oQ zCj-m}WpRY-r^WeY3}6#b^!4y_6u(!l1B@Z z@n*H=InoOuD!@j(yE-ip7uF4c0E1pwY-)e{Pf>_-nc6!;C*HuY0m#mWSA(Ws?97AP zW;COUiCypCV=lkN&T+G~)Wfg(xH{pzsW1WhZu@MJp3E%E+q@4ZeKcQY^3*gO^0H)t zYuKtM(cXi^=Y&X`8AvkKi+!Yb^UEwm?z?^ib#sh7#frV?;|?ud;-6{b>B1zx_W#o5 zkH{;+OZ|w#H*6f`#;WBws^(HWobwp*^$Blo=cVH7j}d3j0w924g3yu$Ih`f@cZ7&D z@zFnszVc-o*tAa1gytMXkX1>x)cr9+Y)EdM!u|$He(nf&7F*7g6}0;PFZ7P9tq+Zc z&QFBmdiap~;kRgKs##TPjToj@m#!@8m4A`s7~NF){X!wlyexU>dekm9u;?IN%`HSZZClt?u# zSvDYMWk{8KluYU%`Im#LwyV;#q@zz#C8#!7P3|K4XF@I%X}5tE3HQuL=xud11cBw& zLQ?Dcx#z)ACiip=E?CJ4hL%p9jsG-J9hx7`gg98C+Fh>Jyg}c)*X~zDjgoRQ9bCnh znk5P9dyV+P7e!96+KbESU0QYjoopvH(O!L*d#~Cj2wsarxznI)vGRL*TuAX{=hAQI zpe+lL6swv#frYE=qG!($6wrIQHutLDUntfQb6ccHTsYudy~r*A_e5yIrA?k;t9NPh zM_Kjq%Dp>}g+v^gp^l8k%^(^Q(Ztx?A#%F>!~}!eF>d9YcWV%WdVs+X9xdT-u;XZ~ zdKMs*)L<-WGxdmzDgYhq<&@58sr8e`>F>mp)3fy}MH6o@@Hy0GOsX zcQPa*i_%=|BxAZz$}`@ZR82c&AzX{7$6=yuQ(+RTZnt8ctcwR7i6y>Ss(R~LngK!( z4>Zrs;z<`rG7@>cdg0`x)5!;HDqX0E-`OrPw%iM0J|+qCt|i^!3zuDS`%1?HqU%lW;MvJU&y9(i(0LAHbkafpnmL!c?BN znZ?36&LtL(+#W2^3q^}ElbmbSWp_3WR^&&r7DG%@pRM7_AsK)5m*LZF^W76-7J^rK zi(bB9U2EcxP!{dG3aZqaQK#7r%XU4f^(5ONfB}{xcXi3LT7SrL!FtAQkP)X~b(q+k z6bU?E#?j)RNuX-*eB}^uZ{$Rv@tvmAlUn&@eA6Y+*iDbV+Z;dA(=~_3tv7#M=QSu4 zAI$rzL;lssq)0m~ghxZ7+3}xwX0^o9GmO#QqLwA(t(1RG`PQ?Qiqq<9{BsOtx;rr` z4uSlDN7tvVV3uO#An2@L>ac&2UzxAxGtGsyYGPJAt=XDuH7L|;iImjOUpg@|RBE`> zI?AWk#I*#HFNfRYU?qbNv!5R?!f`h^m6Q3IwwP+pea|D8APee)6iM!8XguxG_O>h2 zUZX@NiA8ELZZabVIg}#W-g&oH*=D{%AJj{*8MKBl(X~Z^9UI1MKJ#jm_=AJ5=I3ur zk;NAy)c!GNgu&`dSiElmkPAko+A^~3*lGLeo3}|{`WtabF>nbkfwUH09cpX6{(k~| z@k@Y*?k#od1@&KqmN)EiA`Elj9Yoh59+h~48fiqb;eCTZpkyaHV2{`9U6d50MO68p z0AKKL{Pxn?SrhKRvS>01C8!1V&#?+(W*D+8L8l>NN*l@lA5N*RN%AXL4`Y;^Y~WJg zZ3Dc;4>lXM*(0%Et?{|oJX~+4Y=h)zLZ|mqj!NVpKTl7u>A6wlv=r;J$cd42GE~8< zm?)*h(~Mp4Td8tfDm-QevO8Jvaf1l*%h+wcHxlHF?8)6NWOd8CD5^l5&K{$*M{WH? zc9EI!WQq4BUPn#zB~>*)MVmnA#D!sJwPn4QR0K3T0oIH}YgKxwcG{+?W4@OLxRFv7 zF+`)~i?{G!M$YAnFT#mWR~1|*3aPyljl;16`58Pd{V$kL!YDNW#^u!ByX;GE!vgg- z>O*NIB=FP zf*$731-X;^NTb&DXh9rS>HWj43TCISyrV@)toksUtqm2=h^?-yVOuqK0*Jb!xYSgB z1%;#t-m^k`{JUW9orI}$Q=xPZk%tDe#?5LfbSfr{`L77KqEX|b3pt3Kq!dPJ5u$1w z`lQCA=4yzzwAU5^BWQ@&oMILkvdRfst3@l&LkYKe`}$_f&gs6nOJR!P^m>-G_U_>n z03>QSND`)JZ@nAgj7k_jo_{0++SAcey0PHyqYc)|G|oGcF}W6Uoa8Z{+TUZ1ACi}e z*cQ!Si)UIUyVH1q4)+l0XHEs>|0-IuibHCuetbAax?o|HKFftO>F`aHVCb%k3(5zyZ*-M zi6dhtV)BL4j?_(^Z#4Hm$vvx6U}L-ARppnZ`ZzlgZ@5T1!_qa{Y&^zzz4B#^#T19^ zjMjDzFpm#OUb_^&zRuK0pN#%#J3-b)lB{*OAQNykO?7tgEHipN_5|3hkx_kEC*P}P zPNC0U`dKpBj62m^%%yQXpL{e)jS=P%lX=BY$<~P-$o{owUNb#B&1+EKD@%DzmA7-| zkfp^gm`|hm{viBE89D2%|0KHl5;u@_a&CFXDP*lD6P5VpYz+UJbOV zmRcTcQ2=wEi}g*na`zBTPRF4t4TVWnFOa(`C_t+$Y#5Ml^_$#W7n{O_#b%`a5VZ^- zq=G@KQb48Gw^q~~4p;)7vnrXe^LshHypEz8Wg;@g;Ajn2jKEa*eapSbg&yP!qqfX))4thSD;u{4I_!dLmoRF2-miAf43(ghw07 zsi#jail`&gdQ#B98b4QmZxkn;_2~UO+)7R}O@0a#^rl_oNYKW;4Pm))5P-#)TJnmi z=0hOz*SEe)&zxZ`TW!p#cEABnVyreVHms8g>*E{4n3|)Hc3lN4(A4yC3&j$>Z5Dim zj%DW}w`>*xOX2YB9GnOs`;e#_&2_>^F5;&mi<0|i@IN}qQ zVdHCn1JZm9r2`J5F&i%-g|A93asMHCmFRBe*o$JmWpj(z4dG8c)DT$``v$1Mwjgh9 zkHtodX1_^JyjQ|g6D0Daq_3z0ME;B3wxBKmt$>OCON1vI?B6yWI<4Ct_pKH0R~Oa} zH=P?FM9;@o7n`#y%5xr3XF4rQYk$?O8efeX`KNx4x)iT=bx}S(_Uf~Ci~|+;4p4y; zrYaOaxIbT922PU-l=gg1aX!O?Ni67L>dEePnWSxN+pxU&3;{81*UQLg$DPy%1GC(Q zg>TzjXVGg@9XI-V3gZsK>`K?i>gFu4(D|VLtWN&2o+$%5tcv^L zOnMj!CZiT#`b+W|&tK6-XtQ$P70&=O|Eo(q123)_MW-mvDr}f)gm3-N zxEA}>6rCz4zhRudT2%0#HD0G#g>8xl*gt`dyzh(r&l=CKYMLYsC>+BjzCP{xUzwVG zRXcE!GoLS;G~<3bvYX(W8U!WlsJtbuFOgDz<{xc`p}+F68#pi|-&=5CgcYV;wNy_M zsH;^D1%LlMfF#*X%g-g@5qnd{6xalyG(O}ctYs9!KUmI1*_(k1ZMvohtteRMqcqy) zkrE_O%S-Q@4UCE_#@%C17E!GeHDV4f7q%?HXQT%dsMWYkXeiY$WG8CiutgDrci2piXmhV!4b~K}d zO>jN3ci*zo2u&56)SXhTzX$%}0ojxt?4qct$H5Tiwd<;f4vPrFun9do{!fE%SOYKIO%EdoQ=PBz4W4_0JNuk_8t9DQe(#-`!sH`mjKO|NCk} zg4)NH*8-r(umH>CQ^f-YUZrmVt3Lx zl5;aSb7gJ^BPs!5TV2AjRt7hd{-}5(VEGc|rK8PDzgeQ?m^VGt2?+n^y8)+}$noHt z)QX|nE;X_Yc>@xcC7%#sWE5dH1@ODS4_H=eKPsTESgz&RzEp`L0J6_SVY-An ztihW!j>#xz%Q+u&4AKaRJ8^)eXbaSQfijKPMb8LvDZ*u!Gm6NDmDYE|D#`0;oQhA_ zEXnK5@0iyM+;NEa9Bt@q=ZlY}9y$pI^4vhvZBDOS?Q)!ICEbM~5vw%fE|&@}8Hj3d zn9B^x1*0#1EYYL6 zY6(sX+s5^%9OVkAMY8JI7!THY||IdTI~l6VeJL0*=aoWWFzIF;x<6z~|n zapzc1|3dvkx1w+-U0**P9WP1%?ng;AfR}&5^cl$Tz``^-gHS_gH%9&vgbC`72MU=! zZj*lEOK$F9hn%)5PagR6;;+v5S`B*!(Y#(Mm5`>H{}?-&RkP~cr}cl(-YY7WfvE1? zC3^PYH*0xSSy_5nib9W=QO(+l7h@E zEYH}0wGs4w%mzNd0Gyt=vtF!r;tHkn{V@;J@w)Ai`%Bi>#4;M{FBy)njIE(M3n2uY zRyO%Ht!&%M|Bd4Z-wBx>IqaJ4mY~N)Uuk6EmkI|J=YM6(acCKQ5SUNQR9QiLab*_f zBZ!zdF1GxKNPWdpJ=8Wz2ZJg8^Y3;fqJHGkum?$7f?Wyg&glPFp`Kj_R;V{#mZiLM z=%~Nj?MA_58|Awi>h~| z!I3G11nq|!rwX6{IpE1mFV5+h%6b*P#qmG~{6Fqy**8O}Q0`J0UnzC@FOR2#bqC%48}_A^lE5lSYW=?z42q)KY zVbf>k+&w+ww+`b)G;6R{&bDg~_9Z5_%kUSIkOvK1{*k{CEX!^<#%`_%x|c2X_5S$*nhJL$amCIu(au zGj~)$6CKjq`Eza#i>?lghMU%BV`}}NjD}5!trmf5^$-;rbddNFW6CF*y#g|ohDyQ- zAqRQv9MFME*55G?br*uwgJ7Wk<69RK_v?5Xbgcp;PbqXz?_)rH8(Z^VeCMrTDP4TT}e0{^b~-SYkDX#(IGLi6dDPvEF2> z3gs^6;n{I>=X!8rcJRCoox$*`X-8q$)BkoxoIzE3SO=*;weG_u@am{;*}Fb`u~^bl zp&(G9Km&0dv}S3R>QmZ)RP``;@9MfZ&WnCly45}E(~Q(KPP>u@k$-uT@gkf4GU10% zsG(?Fg}(?Qq>^KZ*&j6m*?||Lg;-VVB?SK&W0=UNWX}M!*DyJJt30dW8OFq>#8l& zgm|9P$6zdZzG7sWL(# z%?My0^4QWsF<)oSCPfOemb!MqJ9dM#9JGUp@StUXL;dQd*IDhx$jmYv?1rDBh59IW zjjOv1awgJs9rEOX0+k#?^Sy8UA?DHE135<{Wm<*12qLADZSk416V)0`*r#KmT+@&De?BRYKa-ENw;xz$28ABJe9kTDF$RyPDBYPGu%F^zt*A z=?6LgSv98kL$7lp+WM!v`NF>;|7AegB^A)Do^uu6R#F4r*yO4TWi01&_&m~`rq!IY zdh2c4(szM$?xCI|t{M0-(eTlzd^%Y>snXncp?kpFF{Z9r%K}oK)v`qoqljqGr3*ag z<0q1P##t@XI@ylF=p2aM`2tR&d3KjcgFItDyW1-4>qClwG%E+$KUT6A7y_RX_iC4Y z4a8%=*BGvjyPhV|jE4rx&9@&%nGaT&EK|bXywAf_HK|&&o9`T#% zY59sHuw{+XZsK6O^gruy{CN)8qr-gh840M#l2rIaMTL{q5q0WmNN*al)x?8#g~&*; z!a5{7fdINWnwQo>DsrCq2&udi0H3nA*)vxfsU4K#-CGt|)6xnqkvqlyh#&-_|8HhC zzw;vIuG_{;%0w>wZwHN#-Zvpluth5* z)omeD?2#idqMT(x4}m6UACs~%^}oMeN&U)_NB!@{hIN0+`1$Xn;~w=9Q0ZSvCQe+T zBl#=qfCaygnLKuL>M4Rl3Bqg%-q_pSm?&?4)_#t;-e>3|V#W+6b(yBd{sw@174B}Q zNXxtCXW}2XrNsrj=_$*&6Lw-cqMQj%@0bvmdHqz|)o?647V`N1AjwE!*Bv`>%|^$k z;^E!w9<^onPTe}DVH$R(LDnKs?sPZ?Cxv%eQghnk^-x>AWy-7ljmN%~Gi3o-mfr6>59oXK z_1Wf?F9dXiL}E6s zE&@DmT`a`|&-G=Q-!LGc;RSc_ z4}WeH6ajOI&9n2Wz=+F4^ml-Nh!us_5ke2#<<;4Ro1u$dQfNsHkH0y-06|Myh{CjQ z)KxEN4pQ0ln_QwrXVTl-f!z5}ipa}2@NlQt561ytzpS{+8j_vs&W#Y1_lTzy)b&?> z{wWAB`1#!!Y}x*jA7IVbTaA?Vl3lSCHvJs&pXX8+LnR_F^Th8bu^-MuAC8i~Txi*S z(yuEa8DTlpRvC9_NyU&XrJvi+v3hD-is`+vJpp$=sc)=Gb+{8z+)|I2)F*ESO&O_dz|c* zG&+;;XYQm};#?w~Jci!AioCpIzwUKFhjAc&Dqc=r*|TPE+mGyxYw#;37HB#2(7<~6 zn7kU6Ga2C`O@ZpC+|CWZYMp3ZMeQ%Ay}i4)P95jeFYRJ?M}1JGO!oOcQM2zw^>;;J zmO=DH_Sy~w&fgq0$IXbsh+FL9_Fw~-;lw@2u)>GF-S_i6SqDsyd)N#OyR&ae`hK)? zY(z1H-u+*2!`@FShzeT}V`h6Wzqt$hqVtM}IzHdW^#2=7G>& z)n+c6df!OwRqgi>2;%(zqI*-VyIa+tz#(UXK=HmBJ?$q*Zh@&UF&h+Xw zb`6+v6gFdex97~zaMv)YLo}OTLs6ma-@`t?j(l(z_u@77<|g6ChgIbslT06Fic?5q z8SKk)^y&I!i@AhQ|2{k6a~$iR&+=Z&lab;T$~oEJQ__S@AlLtnef|;Y>L=bIVC>CH z!cPFJs&fcwJ0wAu!g$GoCGC-tw~ps+-g^F$oA@XK|D1_F29nk5Jk8WDk9DNB%@#WG zUq`^>bzTa^_6Z^xU#l_OCXwAFqnaausxC&gxB>Ge|^EFS`i8v2KtmvSyoU+FfBk z*Ssa1zi#s$5XA>PgzV5lIIwj0Q2*@gp>yT#qA4Z}Y4GTM9gO#QdThMgQ8*~symA)z z;x6FJn$1SU)}IPv2nAJ3Zkv4pKFmc0VzbLri6Q`-KyVf5)raTZp83D%9<`*+0%If6 zGBT2w;g$u@F-I_M9upd=U^Y-95+FUkOvdAl_MGU7LAz$;nW{GZ_ZMHlV{zp3*(Ub= z#rx79US0wOKLWaokXM$q{|oNOle@S#FM7t48rd9oc7njk<~qLJhv&f1pw;rV6TGa- z5Eo;qH)Ikd47hO1FNsxzw?v}DY8;;T{}vTR)NBW>C9Rr4rMfT?-hg= zIvGu+TO%jyEuqeLui(k&no&33T+~1S3#DT29QHzEx&>eNR0AhYO`JAuA*!l}$Y}CC zcY!lb&eUJIg;oqg*M7Ni<|qa$_SaKGC-oIxPwu0#F&R_E3-~cA#Si%3?QKt;1W32E z(L+{+;&5f)7~6_BSI&|a>0A!X8=`W0*M=M$&9ok3lM|+oabfwj9=u(n(NBt4s+@ta zu&TU)>5cMQG1LFGCkM7q+5)zBl(b0uuf6Vn?Onts&tQ^cC^Xp=?A)}@8Qd< z^ZvPjt5H;`EbsO6MigA*lx+!9KU;qwkRio{CJv>cQS{3#{P~TPu`^^6fWgMF^AF_~ zi#~WVSl#-HSOR6)?6Rs>sZL1-< zA*h-}x@6}hVs6tNjm>s6Z1c%DZ>y>_Z55s{{0cThqHO@YKN$M#H{1=js(S7iHoDeu zt?vq3Id=0`Uunsqaq0A6WkE^RkCg{IACbzRMgzU>xNL@BJsIWkR|0#&Bm86qm-_*k zQC6u84PTxuw8)08BcaHsC1K*7YPN$EqM=P7U)~ZcEpxQpkQ_S9BE1)ZLa_%7OFT-( zwdB;OeNS@Obdz)#Y{u}SP<}-qGB$dqPylGsR4#c(&lJ<0OZMQbd(?svaZ>IWuC(u* zSC$fYl!Dn6x#h-hq>i0pleD1}wv2u!28_lL1*{(mYF=P)KZ5NcG0;ohA=#?PD~FFf zFeUcbloNtg0n)$$>dsZzIFZSTZJS?Q{Zxx<`!l&c-_-Q>=!JoDCy}+f6;;jZs$o!cWw%1>pzGWf|P zsT@;CjHz4zD8_Vdaa6|g-tB(_WK@`1sE8wxw-ZlU+f+UiopyQ@OjVi6L(noTivO*qQ- zXSOa9&-d&TDp3f_tUGiuF+hP!V`p5Yg6cz_=#q*0U`iM*R*YHK)UHH5kYiVi zn6sl58V?mm-CMrg4$t1(trya;s9nBSgi`hzsJ{hVC=WoQZ!2YEItq6c5JstD1bqT( zQ29%x@cra}L%=H4zu{0#>-q^u3Ylx0=2A}t175(nl)5j%^M7Bve1pjQcIW#1w*#~> zA$gh)#M0%t&rOMnqFVn1YAF*#d~(x$?aUFAdzlR@c>7t+ux3v*&y#x>U2!B&9MaId z6jXTeHl$EW(A8=67K#d1H}Qe>z%87eAwKbeRLLjeG~r{Ks@%56{Av+$QEL3bIND;I zoe!KWm+}tRI4Dj9MPC zMFkRLi<*0^;4xZT$!J%Ej%NUAN}bM-+>AC!9LjV~*U-uJD_e%%T>P+hQ2tAYSb;B! zuYFjJwiC55&9`p#I0svhg(SKT7Y8anNxg=o=%fwDUbx^59My%y^Mmd&hrH&f4ei|q zjWeBASA}Xu4x|qvDVvmL)#n%Lwj~OzqV7!mF)Kxni-~7JkG#Jxt{|HSJ)Q(S4lupv zDY0u*ec%Vd(IS&jU?rtV8sm8vm;f|w;0Z4_^NQP*N>aVIaw_v835S9z_dmui{j`7k zscl_qiuI2J&q`i@7jV5DBL@=+wxuF@NP zRP*f&U_`znvZ>1D`Q4AUNx`wfY<_UZ7aO5^v7uWcrw_5Jd0WUyo`8e*vqfs4uXQ=o zR+0Slc0u|yfXEw-3#k6Ht*fhKzGO}`-nGu=8Ar`nY4CR8aZyNi7sI5MGQ;(Fzc3aa z@l>c|MIlc8T{N_TnpN1EbL>pdv~1THRq zCdOF-tux}-E45#-OSI772#PIp?jdBh%Y8rN8&VL>fQ>w1Qm$qPP zj2b~_XcHShE4}iMw+wZ@+oub!)oiH-@yFpw%7r$MOK7mhaSkqDN})a;%vt{J!WG(c zrAkq3DShW1IuuQc*RVJ#WY+PWSNz$5y45*}# zlcKQtXTZFn5kO5l8gSZzPR$+Gr>N=;@}5AGM^DsR^8-O%Tj(rrD;H4zT-qM|X`S{5 zj7#C4mg00{XTCf#Jz4uaYW|^ZynnIbo3N~~{$+HL6yViXZl(4~ibwO;X_LGnondJl^{k9BpW65tu2sSBwe7~B zTC1X%X;pO~5alym{RclOoRG475x(nc{;}5l^Q0Cs5e}F7;uEA2^Wkvu?E~-O3FXxR zt712Ow(E)#>HHrVI=-D7Y054`$cdupBi(nmr@9o9b~UR|lGsz=q5u~dxn%^^wl+bR zM*yeNPI#%l_Mg>xA!j^7h;sN-sG5hg94CF`H9gz!_Ldvq;De>@c{ATaB$T@NA$ZTC z6j>Mf?zs8Q9}&~$E_WYkXP_j!DP(`NJd2sN#pm*d9BCg1 ztK#zTyKUc=Y?$pJ9N8;*H6PXe>P|b>Kq(rQ5*KcjTR~ zbib;AQe1#2@=sk-rsJyML8!38Guag-uOi#tf>jqR+;;Zq%o8AOk0WP76t{eirM!&U zYsLB;AgYIp27b)LOF0Ve@i%rD6Km=hYJoV)bq2hPv1APKJRm%vRWunMYmQ`JsiUA| zHR(P(GDqgD)Ugwh*5uM~Gc`!d*7q*&MYQyML4UikR1!SOsSXW=#e8MDt zQ&76YP{fJ06JK%3g`Dbx5IJRV7m9ASer!|hORVmV8xc#UKWDl){^Z<`tUIkvnk|Vz zFD6zWZpR-aS!i0&^jpKCPf4sc+-o^v+$7}1aw@`jaw*Xn`;sx$tM7)g*ba$4e9~NE zuznQ9l1!&(8p>i}E4-?5yQr!t5-J6PXV{h@o9qK`ah75+(K^3VljN{&B}x;-7ws`k zi+ZPcI9iwt@L85|S_};SX-pLB6tcD{o-IM%#_m#Nzm(4eg^MXgHAb`W?lhqB-Vq{u zuX;VNy_J*woKUa~FUsB0k#PO?Xd+|N;6EPwU@ zY|Skyes1m@s!g`=rYerbt(g;?h4uPzwb2+A&2SPOneyk)~S-a)Yy_8IkBg84Xv@w6b zz-sm{Kv;@D?f|18`cH-I-(ks6x0ci%h|&0DI5hp0!RLdVoSi9~KRFgGlgWv?5+~bn zS;u`C1XK1<-_tOP6)Zz6TgiF)+!j@Ie@^}*s7v8g^D=#l$+=m}H7DX;TIe)&tUTba z<~sL2mq4bN+anuBT4}iwih!h)EM%7isRKjZAm?Z_4+Y$%;m2yZoVkOyqy{D97Z3q4 zjT6?kXAk$w93~G|8Aq}(Ae9HPr8PL2zKz}7%B+*6Tk0ID+cVEsve%r_@J`JXk%2z6ZBHyl-H@|(D$YN)7K|$0?;&W#@vp2+c#P7W8Rc%Ih-y3< zsE;1AxN`FpZ1c2=n8wB$y!Lz;3ym_2W21o;l^#eM=bCF`E3G|%ifS$RiYjcsNe>Ycw3= z)rIrE^$nJ}JW5N4j|l2epUT0|U7|ngu2A#?ny*2{C$6rIcS|PyQTS!!WP4FLk?y)F z>N}Qa0uPz4=gGH@4F8D8=@1AA%m3&|8INS>Y^;He^9kT;*r3q2|eIPvO{I7o+P}KGs*^d_^#d-j)>o@TZ20r!baZy ztfP=(w|q28sHKDtSx4L;($6L%_pAar&#P~Rw2?wkW#7ahXf%r z_Ds$M9c3extBa0gkW|6poOb`?|9kmHr7ujQ|L$8bS*ai_f|OEaq2~y(hp;3=?%|q- zT=oz-*x0Bys4+v~*U!2+hroJfz6x%TG6>arR7GrcPs`x`OU<9U`N{tp{qEo!APsjC zGX$`#{y0+X#y&%8ONLf)&2J1^qo* z+Mv+NJXpjhiyrFBvpka8@wN3P-+i>3=tGZX@Mhtwl31v?l;#o^+wt=Bj4@By4pLoy z3y!p;FsGt2+)o56nt)7>2VDi`IIbjCU^jQ*@ssp>CZ>ui%HoMQltL`-{2f3f6mipH z&k&Qiq^^On!o`WMbVDIU>o2D#g z<@f0(SEg=+#wTFtlar^${s$ks*^VdRhV?l*XyXT!SVWf7xa09{O*yvN6SM>-YRKaL-Fb6&b-HFG_`WUnTbbQkHLnRJ8PR z&*mqT4$ja}?S}~ekECl1jH~O`v6Cigj5fAyHn#0Fw%yovGO;JNZJQI@cG|qX)9?P= zIHi4jhzHS<$I~Wz z47#smmZ)1yWpj%3|KMp09~*PR{wUnKSnG}`57$}VagLq-S@1)5*0e$a+FI(Chad;y z=OSFdOD(ubOPkclb#{mG=6o*HNt#?{M60UMksV~DwnZJaT$i{CKG;>FKGRS92;xXQ zNtcRNSF5zxi}$uCsIdA-3zUXrRiZP{f_@;7DTYS;X#;m6Q#u9qm>$(H?32qV(}v}j zIt)d z3j~iav6|&c34kE|{Zwre74b>`SgQmCh~N1vwAn79q(79X)#nHc3_6J%M(;fr9U7E7 z`moOO{6)KDe^t+p)!6=0+=Tpd(dDN6(mJxDcb6=nRG*)ntWz#6MM5V;Bk6=Zr*^;RC>d(+4=iHc{J=d&92=hU zFELc>I1IMs<86$~-jX`w%Ac`h`kf1a%gDs?DSPd1W zr0Ut1m{Ch>E|Sh=lI&R@j}hw9WN7VKO++Fz7HG4uXNpgQi04G+47~Sgz%gMe%qRm& z0OX9ZgUuMlqV`&up0!fZHs2bX=wwht!i4CZtC1)@ZhzfDN~h+mZ93a0h^P0de(L{f z^OR_3DwMwO`FP`@kd65K{bTD}eD&$U3DoFZ9Z%t8o!s?4c*&{n2Bg^qy zxj83r`CHl#AdO1J=fH%I9?njDaK=LK9F;a73}dNs5X38T0CM^XZL!`6Wh)--HK%N9 zG?~fAZ0YqUup#YxACxLIrWLcsx<0|&o!q+TWFe=Fm~C<^)q94QDf4_UE&VS^JBY0C56ZR$2^5BDqFS>Qgf9kyDJdUS=i%f`zyqWcHbHC&s$C27_VXu zl_N-u;fQ|oZBrZg&0~0Pw6^NxG~NTd|D3(UbQiB&Q|zsJ`t6=N^n>UV{e?-S`barL zZET?iCtuC^5C%Ba_XMLO;W4>=O70yqEbCKkZFV)C0p zmckxtRlkgVE@%+J_dCAMZ|lEke`)^*<96Li|NOy>* zJ-Z5rDF*Wdl8Q44;i@N$@T>|%YsX*De^27|`$7IGb1RhVHu~-bEH<#z!5ZdmX`&5K z8-8E8xyg!O#;He!Kv+885CfANKhJ?KfMD?a0YZ?4sBs5Wmci5tv~Bs8rG(BZ@KE}V z4$Q>bc8yxjO!BNQBYGJjSMy=|`yT9v9njD$zRk=NClLq*F^i2c`GqCi3VZ#{T=tAB zf~ugSaDRl_i3L|afZg2*_bP-!Ui}ME<9)V_?dtXcrOAfL@86R4UUK^@EQ7T@c6T*6 z9r+dtZUE7skzgqp_o>M-1M*E_VNML5anHU^mH7ffbRK#=pzz6Y(vR*|0*(|RxAWrx z!KeQj8SziqH1!>qA$rk#8T2m8;Zh_G7FrJ_gfJ}~s0r;Gy2#mH&>Ud@v1ISko}#yJ z$T6K@*lij`)f30B8da3%uUYkGi_)Yy)a4cwDRQpfohTPfEu7e|zwo+Ye}E4hpVAoF zolow-V3o_cIFTxDl*9Ll) z{pu2~JF4KqjHPg;n#4LxmbwlyrJ;eSu#CFc%)Ixaw zLS|Z%8}@Ka(mWI*1qH(x`19xek0K2l81##N@oKTGr&b;kD@cLPuKyIW5)L_+gEA6_ z#*rM*64794h}?W_8Z_sf9kl;@$ES8<7#mB5`12#svF1+jOJLixDbeo~%8KSiqnfxH zCv1dF%2grSrl1auPfIS*GmQi|tiUSBZU;&F!j(iowv*~Eh~}x`mY$pl;chxcR)gLg zmV8?HxgCCogxm1TT&ReM*A=Q&P@wV&&i$O57YT^~CJ9aO%f(t7ScDbSW6J?N$hl{~ zK?n^HS6tyQl2sMrg{`aQ|A9?h1j}f49~#!d(QlU3K|FEU{vSh4#K^v0*LF$aE{Nd`Pe0lD*>VT7s z3z})wkQvk=d4hi}(0C4Xy4P$@44$uOd89{LdrD}LQRyn{^ZKr}_nFJ`wT7{;06IG( z55)abD86kd3`VSPy_Y8#O?rFXiV{w;-Q9)~`6@`CJ~)yzpMn^U1+vLswb?bhYurD8 z3fcbX?i`z9pCgcUMSqi9Z7gr!xr~ehaoE%Rx+ZYm2_m6arU%!L6aCM084@wfeG8rt zg)!OuH=00A3kYpnQR9SMJziz~jOhd@ub60f&iQZrV=7S&Hv9*|vQ$ zQ-*3Y?hc!;@?*%`sGA?BB=YdtdeESdQ=S^(2^};s&;DMvV9b6q>YWm6C1%=2RXgtdEJsr=S&cX;BN<-^d~B<)g1FVlY28Iboy$f{lv#4f@P5A zMEfr_J}SzcMilKua-1A%0s0JMd(%D{`V0$uvfEeK?(I_F9|Z_nP+pv|>C(O^aBiIP zVIu`Rg>~9`Ib>%+77l*DabC^^)z(;z-&5D`zvSEPi3ibex(p!UNC={(b`b8JdIry< zq3^oxu?N!}1+}Hd710I*Gmd%Cv49)oy@~_ea4I%bAsGb{J^0nG)Z=q*B37_bj>>ni zVn^pEjMl|8v;E5>Zf8Nsp-f5s_Ao{ezvVdsY-UAzz2IeNbk6G6v#5yRO_jJu98L0{ z&SbFb|Jd89Z%BwZ!Rco5w16#`$k7y$fe`n%Kx+$7AKO^^iyBO25n?w$Pvm9dZr007 zRnpz)-MZi@!2FH&iZD=30 zZC6<(cZmDV7TM(S zk+Kp8dX~OH{E$X}Qu1+~>XG9P>n zv*VBthY#A@mjFc9FufN`cTg5@`vxCxB|GIyuKPzN z;tb!6Sv7A%ZArT^33i`s3&DZK^gY;$%hejuU4Gn$7XkP6l~YZRXYADre6-^{1@kRg zXpK!EC7nsSrR!7RYwKTE$Gc=9-k`d0jGju*#RphmV_SJNYSbz6>W)9De=?L&OQ!1- zrK0X2N!re{8*HxjAW1sL;G4mRIc#shSR2P~$xjqj6GNrj$gfj)DC^JnJLl&qIB&^f zR$)oW>1@&?Nl>LOltbo8V5Wi3$=rON8T&c0d6mcxy!!X zEtvo4mH8-WrXN1i@MmEgJDcQh*cu4Tl~^G168&zRn|W~tFdV0s55SuGhO*9g(rP+^ z`~g8Ou(HJ6Gp!Y9?cXkR7G|A-`vm!oaG`JE0Uk)86!~>GQ>b6sp+CMbSg4;r-ZvrM z(WfR)B+cmS9LbNmJ)DsK6-W+e=T(L-ASI2O6z1vt5AiN(IkeII5q6fKk3w=B4XV)R8HMI2UQn`wlHwxEI? zKInuXe?MEGuvl?anVC90*zcnU%<>kNU$6{^3cXt{h!*$KLck%mSV5YMLvQoH~h46tPM}1%X4kAGAfIZy?~sGi$GRF*-P1^ z*WRA`F6-!IG=%Mg9~$tn8_F_cSl&pBE0v37cre~Kr9sK*Lej@UgVLl5Nf|$_ux-_1 z2kVA4xvcz_I3RqKym%HG;ei!WRjE&ZP;B9Ym5lBZ@nNw86)kJQ zM89DKTBL-gA6wZL6+qQX;(QA!@{!2&5`V-hjX(Kcr|!`FkKLpEiSAu*Ob~i`uPqF5 zprGbLR7^Hn0aJd8__*)%4gsopPyELza(alY9W>gBnJEBvO73i?GSH;Az|8~wwgG%6SglB*g zA*ByDyHRb2RXwXegX!9ddegM!bU#SabdZ;1qD#M+-ogAvEtPxAT1VSD1Q>?Iss8!u zI397FS%0OD`2>;YczY`&M^cik5R}Y^={OO=nSSRX=qwRv(Zusnvg(SoBuF|%IxN7` z9V$KO4e_O{LOaFd8=eew-Zb?b$uRlu=Wf^%#7^tpOkBD!0@mdBR`&Zw7+Bwm@?lO9 zxu!w0a!?RWN`fT&ep@K6hqe+eVjt#5q1qI2sI%`S`%KsvLain~Ib|(`ZY=_cgV7tE z=0WGo(re=-y);u5BY^VBRe=sv7yA|7Irch$pB7^UI@q5pjFfujd52>`QmX!YX&?k|;K{Tj}%9~$} zPUs?TSg4Hd=rl*1s&<%4#NEH3+6-}Cg!pc~?o(GR*36jP_ROO~xOWK?>t7pg;T?1s z?a?J=a*~#^yjJ%ZrSOInbk_f5#)MK6{2Pdf(oFn($2U{~$9pv#F5xn=!cJz^!jyWBn^@Ih0b64kH!YiK>;3wim?QSF6;f`gc|!)GcK5!M%ugahUe#EQD8a zPznZ@un;ry5;re6Pq{g34LU|S7=qwnky!s-=(#1UJ4q5t_q`@X`!9AnYh=Qrb03z; z?bs=%R+R>7Qg>q^vrezEAD2AFi;&Qe*mZF!vKU3VowUyW?W^CEyu8HvA3T2%jmn?M zP!iuO0(DF`g0+JnvHdVwf1SJgq@*(-99GCM5`UG$L0MP59?Zvh5zZ5tr(Q~iHEI8A zGWnIZo8HRq9SB4qfB7-$Dg+zyCp4oTI+FJ^ zR!Frza>>gPnMN(Ft}gZtl+}5#wf+LkB(_}I*s<(Xm=Y&a-{A+Nh(=Yka{Bl%w+FKF z_r4A!pMsHupxy~n7WF5rM+^Lr8asNQS&ezYjZF(us+hItDcqR9Bcsi6#W zw{>8{8zLfz2&~sO%OCbh6=dYk%jq+ioU34lR1+0yg_G-G4=RhlvekdaywH zBujRNWR2w)HOs2o%XD9E&P+Pm)>P+|zTx?v*qVI-eL9yp{$`9{RVwgE*Z%-_ z`~B;_Ybj)Yvfo9k$(Pw(ENf@~;C%g8Tpxwbe$okIG2gg0 z+&QfJ-7ShSI^Q&8jwT_kV@!6vx$!=e;^l{y@5v%Iy@N&Mf4J1t9PwD^F?gcE0s4Ej zn#>*9^`p(x@9@!8-hHxZbA@)yJ$bwA1ofm9Ij#5Jo4t(gWTSMZi{H;RV>_BsQk&|< z%Pa2n- zLB%LqRLx5Nf~OLbo3Ww+(`#{8-D*nLWsr;u}+aNwe zEX2@kOqGgIP8ZBQ3W6lM$>~VRT7)wweOyIfv=0I6svBv{mPYW1y&e~w4dH5qCR9?$ zLtaDeNc0;Wj->AwV?rskjX^8wMS6KK!SY5QNju0CmmBtawWwmjpRdmd?)0mHX2Rm0ffqQ*)1A z?1ZnbnijN;?n>=M4|T{_S46v+OXGNlWGwNdcRF$*7}t;^S{dnV+bvN3s$Mj>#*U61 zWS3b)<9tpRRQ-u!WAOCta_$X{`=?hNt7=gSwrX@@^K1<3D+|;G$B-Is&zRI?9In|- zkejIwOMRd?hW@Izb66)3Z43rNAH4v9^s*cCG!sR$GkgYKNPI3K>Gx;{lScQa6>zPSH!|K+XMutnSw;M7K68!7_Zi z>h_PSBO^s6DV$|;vNG_>YWI?WBoOnwWT*secZ8X(iQ-b`?3=`}kh`Hi25BRYdXGOW zEm=SC@gN#uL6Lu80hfX-IFo?6mF$E^R(k2N0M;Q=x^#BR`l7TP@vbWfs}q1rLsv#k zchGwPhvBlUD*$1$LcYexbV!&g^8i=9JNeIEQ*{11BXqC!$tu7qY9^gF41#p8jE zC1tPMGu}bxUDA=5eJ*lHT4f&R8Xj{q%!x?>8kIaF2cW93>U1eI7xhB)yo?z;Z z;E~6mvo6e9Z{Y~U@zU*xBJER&@`tviXrcwk@D%}7^S@YUF~1*{BfKwpo!GNHRKp@* z0huYSh?WaLBWof$qiG-VH*l6&f5|qCVThy{W^*&FHd9)Xw&~l8N3WarcD7OSoqy^y zXGD%Yw@bv;!|}pGly@K8^3(7gCjKXD_F2q_RR5m?h@`CrkET=GYXeic4I&*HD)9qOyeB1B6Df1+n5 zYIGfK_>fQAezJI#vj0cbX43;aXBe_gtt;nm#x_gQYuQ4V7J8}M=s>V0uKI(7YU1HxY zk}}U5!f(dUwzJ4(XsD(^y2N-Ly*utDhpf|Yg~H9Z#CaXPFz%&*jEQE}jWmNk%M%;B z)*Pp`XdX9*KBpb?zsBkj&usr5Et}yIm!U+85f5}oR-ooPCs(dJK(!|_h;a8!wMSiq zzmAgdJ`vu;sNTZZb_6nyE^8w>PF>y^e8;tJBSy`=tCWO-QMR>L#(fy$D!(kPg%jXm z}$~d)SQ_Ngs_9ZA2+evO<5iehG5T!leo#Bv-irlM~oGP8hqLf=UGGo7T)w`$hisn zu;yp$=?k_qc91NGwjO4es0$zNGV#|}=Otqw%aSxjI829v$Dr=a`D$(`jtC_mmFhO+# zZwjc_we|Fq=$Bj=E8Mv@n+dw04I_Xq=nZ7DDX(Nb)0VuZ3Ib@d zICjfz0)c{4%>3-B=NV`_t6A1*kNP`v@`Umj7U67KMr!=-YO;h$GkX4`$i)^HJpN^T z;wce5bQ~w6{x{kibzM|9?ApbsePK=1`RS%0Z$?36L2IX-lK7$5mNzeoCZ2q29y4D< z`Z+PHmByxBZ9;*z7@)tIWJ-n&$a{t;;+W;mdYsCgNb~z>IbxOsyuxwB7+3vj?g)~8 zTm)js&)xnm4Dy3`R%h>0ivzO1U*oWR`BSxLcZ8HwF}o{jWK@bmCsr%Klgj zIIGDKE)km>ao1k2EcWiVIlb7|m1cSvx-ywgzo!Q5P#A=EJ+K70MqdnJxz_UHHlTd( zokIq+se7TN|D$-65lpde13vQKgU4=#MTu&m*wTo5z*6e>G7DohrLLZI5Jw1tVm0q1 z7yBA9>ZwKEWAGQkh(D*&jIFqT-!-g#34tRWnJ+a~n>L_pnN_OqR6?u$(<)h2WrAA7 zGp9h&eCB@5d{$vtO-0k^jT9B+rH^WW4amTnyKd`_i*ohly4pJR9A6sNhE3xx)co;L<{=D&bxe=Ys zslCMY3!USdd^@O0s~5jgP*!`mg}AyRPDXzeX8M`HXWs!VUxMQ=*<``)4uhXBju|x^ zE!0J3pwP);H`N|R)Nd^NRi|-6zcs(G+%Js$i%+*A0rv5d40J+l$O;@Hxh@ThtdXS-tYE91(dWkYSkVKDh>dBZ&| zjpj`Jg-tg+E1;L-5Dx{kWK>ZC~ z0Q#D!V`k}hN70KQQ6FtZ9KP5CQvyS8#b_Ae#ti!`WsA`eA|M-d9rjj6?ANgQf>4`# z#KqadeQkc`tF_g=cU#(Z|Fub`4!earMa^gAs(a!gCLw&22}6)OTS4M_=E^wf$5uBN zUmPsa(C2lx$604cUbcNIfnZCk5LYiM8R(wT@5m3Jeo_Q#YaCHfxL$waviHbYR;}IR zE(eOq$Dcm%K*ZRXty~dt6I#W%*1g2xE9O?&><&!;ia?n;Y-8JSy1H;Ee@?J|Mk0>p zm~E)9I&3g=UGHUq-|QTMWYkGBXZhDG?nc4oHri!s6SE(q^6?61ezqvNhPb!rMaLS*-%KKl?l++n!G zaO=WyXpPLYGwe|0SPB+wkb?bn`k2`g8kM<~rHMYjb$?Ph2xQCew6^k1?JnIF4U~DO z$73dAQd85DmDg44v2!#&T8)0q!NBVv5b&?_JA-sWxg}xEOQfj8ulOY!VU{#C`|CJe zGZDSKQ4;$cB8~$u+i5}6XlUVe8{6HBR{EOlKvL_kp(mQ*Jgy1hlX@oC8S@@#EvyFi ziU5VDuz|gASR;_ec4;lQ16N44+{V(fga|+E6@I?dET~6&Ee09b+sjjS+QKtaZT=Kq zQzXEXaXz_Fnkx<-p7v|=+4&>4Mc|Ejc zY;qkgx_-vK+BK3BTP>v4qnGKFN*EU3w(3AcVECZ&4y`wc61Q zc0bMxZ|KModw$>mF6OSHi%Csg5BT zu>71KR(L+v-Lq(`YYx((af)Vwrut>oib~Isr#+007q;A0$=pn6HVCGrY#DM6S|UZvaY@{omJzdC`x|78#B`lx1H)6_Hj zWp%@$vn%U6k)`;F(_>0FGv~^N;VHcC{(1AtrSc8u^tn4tKuweX<@2g#sVlFKPk@&%gV+8{V+JpQc*uQ;sg==i~zMF|8n4ymljT|ME5%JgMO> zy`xs=s~j+M_z3ED$ia?{Y-3Sov2Tvd7J0JfcWGOizsNb0atOs%-J%_Qs@O zO*O~_;;;UO`@X%HFpYklL5;`a@#Tw_%g?TLohK%?udi^30q*zJUFtUB1C?UXjzTqZ z9qmjz47#{e-eJM{tm}^LD?M1dPPNq2TyEN4Oz{~9%Oj6eN~1mCOXwaS=m_rEIDXtN zdEo4oN`E!T)Vg*EpXx1Sdli>ukA8%ylkoiRtTFO9HKKz1*)hRgaZOm@$~?jXE%Iev z--;POuc{NqFj@_Fj^3?6UjN0YzQEVuiQVHVFw8-w9Ro(|Z5y_XiLFa6FKO73WcTw1 z(?XdgL_pHYnQ8DQ85m>vT>d+j)~H$dl4%*Az&p5lG(LJJY}bGl%g8{0 zkXX5p4#P7TuX*s6$%KvXbo-~ef8aT6xuqfgFn*HvAZ`Yl$t-vkl6~NDx7ZjgihN$Y z@OQ_Q@}U8{`$o7qEc&jlEwDf?bv_Z%i1(3woa(w*ic!CaD4+6MuxbT(-ZvLrZu~8# z_FejFnm?!d#IAggKsJMVn@NACT7qpbN1s}+rB-G)hX=GB<@u)4Mf?Xq-`6!P6MecJ zc12XW-8oR<3oOU)o-{Vcfc`h+hSL)R9%I5R=N{eX`vRPW=!I@x+&-Jpf8Q=`Ix`SZ z(w||UeprzhJ<}(+GP)k0`!}H2>19~>G)WmS0(s-kJ=Z<}jfS%yg&;hgwreoBEMeh^ z$R7PfIr8{WM6E$Y)I5NiPiTzoks*US_uqGKzErZe(e`WiSJbbbf%If|Xi4rJja|s{ zd5VHcM5Oh}zo8O0@Q zDX*B+aI>~yEzC~{&0UzEIm8+8DX7Ufr@#Xu1_D*Wg?zZuyE~V?78M)YBaH)1q{cP+ ze{L|DE)F*S0%}>PdDeA2r7B@@N>BJi8uWvNJs!X|hg9=()Tozq^<`f>2g8B7+v1v} z)8)QPj&WJy#BCqNYwHWGRbY%)*(VCxB$zx(uvJ|sF%RMvY#Dl*j5=%^grbU|U>F}C zcxDJNW<1`gF2*+ahB#lB;#sb*VWeab_*8?5P{nk=?-mOIsKhxU)b}iJ$Kvr9kr+Vd zrNtx|1Q#>qX;~>qA?zDoIEO>+7;KTEVW?;m^>wKy7x7p9Vv^e12#`3%M{)OLwMW-N z0Mfrsz4;dBiT{4vZV3&aYQKK`z%_nHF{n{=5P9 zB=QIfq40mHwUon|?Zu5FLTUsp(L7}kgpWc|R z8waC5sS$neYL|(gp3u%w(Wql$lcc6k6hfd8>sN*Zv!uzvQjYvnvZ1Fi;05dmvS)!l zA#l@Pofvyww8;kM4w7m-!J{v#@#0ksLjmXGLf5(EOQnKu`G5+xX-2$*HZc1Dk1v1D54DldGQq4*{)C}nlgNHRJh?O z@Hv(~-N*xX4XBpDBZ5&Yhvk zxp-o5C1Qt`V4>d_lwtd$@trq%27O*ZN3jhl-!Ofkf?yXIV3B@Zah#L6vcXA}tn|jX zOV)20xDghhK$-lb5et%yyBG#hUqs<|)C)V$`ON_ubQoUw!TUC4GJES5In?TZ0dO57 zyWS?2DBP=5zdEN535{gX&nkPoBtFMqrbauw+Rkyfx*+GSv=w-AC|L#Ki<+XdeIgzB z&W#>cx-4@-n0aC%j8@68QCoS18cH#VkJFf@1uxZ6Od^rEcnL8q)w!~Q>igCU2Pq2* zHEA5pbn0Z)r1Y`-Ah(XYuocqA5#cn`tA6ZamhXp-Xb_7#%$3Iq-C^VfZf%r~aqi`?;E#AK6K z(M)2hJHv|RTNk@#YjvPBUF2|VLp`9|pu!t8&5fG2ci6Il0Q26+2nN6(Mj)pVh&xeAcz|O{SA8zc;h1Z} zy}s5)uR|X$gM$gW+;ohRW$%M61MOzW=<=~+F&mpg2P=74g@j&|I#-d}mfIDQYq9eq zub=W(#;N8xN6t80`!su|t=V{q(N0r)K%*u2_ZiG~Cr2mjjJ59#bJr6&LbfCOP+Iu6 zUb-V0UBlXqtB5+?RXfVFFj7#Z6A(C_LBVpV+5soEpnY74KaxZ10jz-T&`M$g46_Tp zOb&-lA^lj1B2{X_JgQv2&S-1)$O^-#)8ol8C84LpEhB6m)KAlVxETG`t)FJvRXs zpZQRf#eW|&*0ld~O7E2hGfqKt9og%B8b10uurimss~s#az%s2F74Et2z1R@+_1gB< zjk1&;YnOZtx-tNn56syYdDLa9U8+W1(VsM%4=_7tED3XO({F+qjJA1N$NL}<&} zDMey@RWryza+%Qe>@jUAnqa~;r&%nP2H#)Xl1DjDg zrp87xc$doF3=J1PmOwwiqUqTf;wsN5qpi2C!0qU;Z`hQ**sJ?fsx9OGJCTGXHfM2W%(v=NiTig! zP*?M#lk6_>y1JzLRF*^KB)&rOsDeh(x`{-}Rw>UU)ght>ewTWCEcG%<+98d#79H&F zb(%st9+AHzm6fEhAT@*SzT>aWE`vP0YT0c~7Jk4GG%3q3-eLtz>=5E;^;Locp=JwM z8MrVCXRLAA`HAYK39rpAg=mue53ubZ5X?DYQVug(s>?iJxhD3=0US)429e?`vA3kC z&omd$aP}B+CH(*})c;NN&7pW|va#?4Qh%EV@P1F557W7*#Dn|H051V#B=Z|C6;G9N zuz-P8HLj@VOIWS0ZQWk$Fd_UYFRA~6s~(piop{6p&gy%KxmWIg0ZlmIrKXG>SuF}G z{qtRV?dCkoXxO&2^hMw@F!t zYDLx@9G>j*62n302qj7MBIM6Z_XIM^bc*EnIbR#TRo9=z;ZZZVc`l$iK8zSM#H0ty z;j#ydi1gh%9O-xE2+WEl2P@>)s~8@aQRrKyh0I17bbd9y>2^^=?o~b_Oeo0e7u#(; zaa+&EswD+JB2Gk_FB-&>pnNccErDAp%d@*oYeBBmnMlG+qtXKF8uFE~`j~~a-QmPz zB3|sm7YcA?)r}$Nb?J$G=_kTw7*Zl)!4#p;P_gCae+aiPXbOIpc&*$}k$hN|sO3hRsHsOKn$nHrTa|HcK%Wd0Y}ap(~+ zv4a1HvE;?FCJJf=g8L|6@wBL|cfL-7jlH_wugB*7WdSi88!H>u zK1v9>uABFpD2fsQ_r@z!B&}l7ll^olNyJilsa2W#AAgAO9^GYIu-IJ1XVp0tSd24b zYt@|}QiXc^jr_zNAJNQL=i@w0gB$0Ae3oFTO3AFDYj$v@4YTlz(*h>PE9j1k9R2v! zWvUr0_nBTA^-B9ao_g@-V|yt_+ok%vVCF>HbXFh)dTM=DbHCILH zY+aHF{&Cn1=J3lTWA(~Hbz9aZ4<~}afMAedR%CNfywg$60WIphZ*+4|dNa^G@?1@J zgIBc09f-AxSSd$2r20@cNkNrNTWTk@3!u$jXq)DIJ;U`ZxW=_Q;aU$oyDgpK6+cAO zh+dw?Ct!(n>@>0p6a8BX1|Vi>wxd{*|GA}f-NN`;XI2%V6~yYvs9?}@l_XUeM>g&0 z4<+jo8d=Yxa+b3`H*gTiaCECY-jt%Y!lB`yZ$^DOM_ZoBl2-6H)V8$hw)oN1<sE7on!6UieY5-Gr(Yp*Ei=wAF7YnAQ;2(MoAC0#w{ID^=Q^OOv^KCjY0$ zcB5v&pi5`)qGj+ROqrT8)Mh)`tCQBc+nj=}PIbCVnB&r62cWy!e|V1#E0>`7Zvfz0 zDSi)OaoySlTB^m#MN1Gg#ag;UPrEWz(x!?e`}CevqVp*Sa>##j;8Z{~QG!&O2(}TE zV-d*F$i=Qzhe`k;zIJxD*^BRDb&0-;kHRAI8Wp?-_}_Gscg>ZD>*B8*m#S7cn$4pS zb%p@;B$w^S!Q80WCkoQAg;-(VFNb?T`N4;Oq6-6Gm0u+9^An#G9D;u;%2;DDp6}M^ zxSwm-X|@{@mc#9SqbhLxZ83T{gcVUg=p6_>Zxk5XQq>#V0dHK|z|FLh z0dBUGu-cmTEdJA93BJGFl2<~&GlE#t{4+=d68*>ODu!p2(7Z0G8vFZ|K1y75O5)@H z;$)IeX%aR8y`i=Sb+wn?zWb}c?xF(?o-g}DMY#Nj_Uw@Fxy%d&u<`sW*JPFcYK8tx z+}AEQT5N_Umn9ZgLQe?fv*xs^Yg6)Pz3l0&cX{*7vea@^H*kK_dbg>ft!j|&?mKZ~ zam-O{rNi4**Wz%=%znzHsL=ZgGiEPH{`ixO-BXbyBm7+^>jlQszOv7ZZSKNDQ5noz zynFD0>Ss?UC#+x_%J6;qYa>ih8uxG=1ktaDJaa)pQP8QD~ds4Y97#w)ftIXkF8|#z5B{AMp{apm} z=!AwD+7{Z(t?zX2<%E};v4%2)p=oi?vAt4L4~CjK>uazVmIKcwB^vptg$WYS#-_3W zAE-R~x`W#n4^$m8mrCwgQ}&G(khKns3tQ}8w6t2qZ)dPp=GlRVP=CgrH>MxqaMsCU z<#%7k={jX|!d>B@=ILll;@!c?b-LDAiK-M4+=FSU#E^06%F9~$o(VJz&9*#51T>ym zInhemL@oDAWsq5&ll@0%TqB=Uj&|u|&)+|TjM44@HaB{BLPv-u$Y#Z+-uZQ5V2(d* zctDO?9F`*X7T7xM_WgWKR~iNTmg(%n7r+;zvFN&7>gi4;S-fmd56l8-{gohAf%t?p z`|b2By!oRTR#Y>(mpNhSU%LiJ5hr`yfl#L~DnH46#56M4^a45IhL&bU*3tUfzH$sX zzK{PtFt912L@`)c9)Lp*jJUObZcO3*6EA>ziUK!|WpPA${4ax~mu9n~h#C?x3|6#A zQykq~wy!0>yMg0|GtO9WvOd4I5~ThnpLGzs-zo{OneXT=|*Kcy{e%#7E?h3_`<#bkMpK#wIy&&{u^M-8V0B+J0KdIu#dLHmMt}nAC zF}V3c6`S~E%IT^Vg(8Bwy{t9jnzPk{1@+pDr=LU12HE-V#(_WHqb_)(4vw%u(NbeIIedkKu{!3mCRUs9-*)kSS*+MjqUrJx)S8wXqE{;RkTSr0 zGyy~DV4hD>h>=Wjx)}qJmXT=A|*ge8S|$(&avZVSEoVJ0BDL z%~;m{lB&)2zuE6jU*Bovm?Xfup|3Ws(;M*j3U+`EbAT0qb@1?dl!kJJXpS;@lvs!} zC9__6)Yye!d3T05{+IUK?JJT;Vat2_XB~i?DzcrMmls_vkmtM0DK)x397w>u~K(L^>`h>r7B7)Loybd9oRb`WVt&$ zau%QeYpTkqL}QQPPFqyirs^^qRFAU1ck$IJwRcmkdfb=Bm(p~%D<*XSgBH%qM@4E! z@`7B=pvC{tr&z;CFrUSQ%TWO05>|A{ulGE<4+cggv-hcIows?!LolL)qM@&)VQfmu>RsU6II7?kQ z^j=Vsk|tBk!zR&cw4+-4zZ8Ii_MC!R1`I=(Zi}{Vjhzk`9@bcwJ*@TCSny?(Di6hz zB`VeATNP$z+KV**_SgZiTIK(**C4Srs2yLE>b8lSGgd)n^gus}Ta#=v~@IffVkkWJ;fYeu)h6Fb$(f9n?2uIyasuCkSDn$$WpiXPng@{59fb%%Ai zJzcTA6TG2R8U8_RPwSk*yQm-P&2##Sc_=>&EyL^3siBu9rbxYexkv1dnZV_IYFrA- zXWiit&25df&8~VgO6L4}=PqsA=qcY2Wl|!^IY_YdzX0pGgn?Ag_gwyPnKOZCg%h0g*w8Od=st01!TX(SZlDxDs-g}p zu;aIR(C@y~+Lge*-YBzv#!Zqvn`X9Zi(sSvtU?+ivmx=x_&0u98mL8jN;Q z0e`4d2e)!i&VW`l zHUgEO#eSHN^ zl!(61hxAn!jUWYbQ?ryMHV*eMPjQYGl?A$M$rYKZUH7t^`)lun!hbZWUREdSYDMk% z;T!c{_ufzvz`lwi;Z|4AYv@MfHd~ArfggW}=wq-*Gs@MGwI*Xaa!CSjoQ56-Fn4zF8h)EL#IKqRYDs1j=BtsX06MA>wwu$o01}pwrW2XFnI?f6|oO{A@ zjYY7ZD31hh0%2vS{^^&~SCpDo%*>t5)3;5gBC~GM6P~FMJim*w*mbrdlR27K@~MwP z{U4kSBF$D}`#ta9ce-PP_1nE74#w0+yasbu0N(76rT1;Of#f+$%Cwio{awa$l!kwJ zOcFLcNjX@r(0B~6*!%+BD%kmC

    yLk;7lAmn?8aJ@r_9Tbc6W1b6X+kXW<>i6E>ha^*$3<2N&2w-EG3Q zreL%J&QDOGeJPmS`p8nhTBG-3T*hKOcqG|pqbsQM>XBIOzI$Rl?TW;jVABS=?uRCio<4fYn5HEK;~k(fhjOW*_2SIrNOjlwlPa6N z_fZ>pl`Ekfp-_0I3_8woE$wwIQODJGr0^%?CRwiO*-F)4$KRWi4b~ff$Ee0Sd57xY zG`ZY|6eyclzE1tVqgWLSIq4wtqvXgB(XCCbOzJF2^rTz8;Swk2Rqe~BgUO2|RapR7^_P|Vrd{rr%Y z$P#apAa9;;Es&cMQ+u9a?~#fTH)aausQwTu2KmDcwlioYra;!hO(tl+`jWAucd;<) zU9M>JNCJ_#JTs}s@i-fe9(bc*VW*%s;#l7bAnc2shi7k_R0XnBFLq~~>EQGoGwvUe*q8%baf%t!*g%Jpz}U5!74-h4thcRzm2l8HANRrB z`rEw2+x^SXq2b%fdcf0i=jiCu+r#c7#m0vq!>K>to+x&vxhzMHMt=APTvZazzUtjm z7-2N;MoN_RGBGrbUNUgxt-X4*v}de0-CcJ%wm+kBt)nP=-|w6rBb|BQJVwA$DhYit z6y--eZ>bgIiG>j3YfD)|+AbRc|MdLAG|kk3FO^txdU;@K)j)|vWE0TUoYL)*26x(r zc?XBE-YDj^gf`mZdtbCCxK{n-7jDAm$X}m<&EaXENRm~IfQ&k#0@F~WuvphW8}NER zbLp9>bY0nNMLmv)Y)D4nkCP*}&r46@ixs}7@q|?5p6CzSJ2&)8$}GLzjE=;&+)bUC zoqsR>ba8W<)<+TRYLaaP{AifiY!9pRX;7xrT#t{&ZLqTTV3X_=iV9YM0ABvot2#o< zr?JBV@6(4Se1BNGGwx@!lL?t{W;HNDjP=6_wSAHtdTsd=p1JS8V|W{}PLjy-ijRey zqY>(G=aXcF#TR9ebt(T$bB+7LkMDZn4qR!C4)6i)Ix3XHVTdTtgi^y`*5CzZHEAuG zu49&;WLnM}n6r|PaF)XzR~&O8dbBL`0AAkP>3G-YBMY?~L`(9&(*%8YZdvGW-CU(~ z=kmP2o~Zpu&+=biE@9w4wC(=zb=oy`4`PJMM%R03A*2&c?;)(03B68H);^;A!}8P` zJmG?%f-?UB7GWOIqF|Z<4Ap@^Q&Pcoj>v%*`H8^vf!+>&Yag&Pb?v1PS_zA3PCsuB;^dqfa`PSse#8*OCs1{Dn7U{xq8Jl;xovS@8FKtU zs6zOgU?X9LMHyla9@6#0GQ`sGA~% zRhwJIcZ;7LZ|-k?So_>RVgR6d!>c?V>U-x06_{GT{I*&PXg@L|>PXG8zBs=r)4VVA zWwM~Rbkl7|`NSv2AAw_&sXw6j-E_fs#jh@CQTqF8;G^l!$Zu;UF4!CRivWA?+*f1E z?NxsTEUxw;r|EBj-_~|o4*C!OSnvp0Fm33~wP&Hmd$Jw}QcTAWK<-ns>82=G#7UC5 zSP%xTk&+hOo#g-Y=)DZ zc!d*~9}2ostJ)e;^gf<^z(-`E8n}r@?i)X?2^bTWK3%Xsi1$S9tYj!SGWK6~I&t#P zb@6E&C)}VJa!w@o{QTlQdOzj+`^ACh434a2=6L6|>0z+~bg{rNT=uPNZ4x1}eLQ$v z0PhKGUGT{~6XgpZp~{oHJ6`+=v?A4{P5b~J7JrAplEoR%-EhHtPCVN_U6X%JzA=A* zTg>zx3zY@W67Q%jMjV;7`C>e7w1E%r(ok1+{(V<=pK<8bl~;j-MT^u=)U*86r}g~h z)A(B+=hu|@tbpAb-gTWs&wL+)PR~N095UDC@vCV2Cmk-6-Fn8FTG1u}qLZCzI}1jG zbH}F2iIYc#pqA5%{l>k5)h_R7i)`^ufvg^~c&Rpvr>tg_0n@POTQ?iny6rh8%GmG% zJE_hW{?7Cjyf{qkBpt5yr2vKYz`Y2GWHNp&w879{TTA9J54xJ69gt-arg|FPN0_ z)8rx@r;>oge%@i1QHTHWWY>~Q7izRXaf_r{$l&c$RsevJ@fYm9jgiv@d2 zi9*HBSj1)*Yc8j&Bkngi3#JEW+qAlqdy3Ek`@D7k9K-A7UMJ{WQw2ey&M?i{<7>bq zH5DIDU`PR^xF(?k!G}NkQBokrwPzhmo@-Tz``$AUHulm8!VxwDqWqt{{A&;jg{jYXooigqSNb6hkg}@yQLa+Nc>UcN7JEg;z|-aM`5Occx3ilDl(5~m7 ztn_FJezD<$(H3Uu@`>kLGK)UbEG?WlbAfRcK6@eEI?eA-F!@#kCj%O(r@GbQRb_h< z0>156*zabg@Z`MVw$SXUO52{E$O3$P`O3+k&GDzkEy62OH%<(Ym5%O<^*% zCP!!c499rqUsTx^JXixmEnrl8?rZ+_T@ka~K7Q%*Z?*{&4#)!pjn}LfB~?X$UVgvI z%E#?Zx}2t5kF3Y4Q2~FqO2@|oI%eln8Jn#O8>5{SLUE$qnD~XItF+$vm0UD}4$MCoq$Xis z$@*BfynYHjd_f&w2JMv1XYzhMnZ`ogTVE^7yCv%>Pm>x)MCYw9*$A&{5vmaKWrz`M zl2VZJi@R^!_sqmXCGxv|Bz-)2Elt{Q3NKL1Uq5}hIAU|Z-Mr^;O8heV8v;WyQMpCO z5_uyIH`*G_Xm zhNu*3@h6h=&Tm;Aw=2jcRRZ(f2Q~p-t`N$1TKXkbku62Bpb=s1b8H@`)Lve>vAb#0 zsw|S7Ay^3YoC*TR;Bi+%E6Tb8|xxxB|{fFKHo=O-PyS5`6b%C zn0*3?f=*MRgvUJ}JW)O%kZisP{7zC5JFIV+}%ZAZi@RHmv3`ZJ8;4a_{> zPV@GBG~P=hZG#thlD;3__Er6I$GrCfv+kUu6ovB5#o#G|YFH`&&55XgetW*hzY^bq zzMtU7ww8X#!#!YO-TSu5^9*62Y8;!2(2(c*`k3!;dW*IKp#TYlorJp1=JhQvzAL>x z|H5spH#wQtdyZ;DvXKXx3Rho?T@}p%D&6~uga^A_|7iawmS5e2%{x~PK`)0oV-ZO_ zvL9YL@XbSaJ>saNXB=7gs^Yd|&Tq-6@f=bwFMQF?;+oebL6k6h zzcS=R6Pkx|-qvAU+t~F^CNK80@IP8y-@>_cI@$JmLWP=_&0;fT8)@MW z@Oh15nv2iE>v*|eK3-TCtqSnJKlEXE=$-HKkEP%Hsrk5RbLzH-YzY6fJp9s_-9+S8 zFbfoT!(6D!+4a>b74VI1Cq3G6i3(Dzv@LF5hU58R$5Wi0s_prowga1V)txuT4ri{z;Z-#y#e%*H z$Md7ki~={8n@8EYes8m%RvfZT1KFA8iq1ps%Y9TZ=yN2Pkb-@3M0RjV4QY_4Ob#%P^FKTKp zfk1vby7A%Ry1#=JUBk51wQxWnghQFO4wR;5P>P0;IpD8gLW+i&IY388LQ^w=>j(%W zrK=bmrmd}w0s_(KD*A?LYiecx4xR=5choQtWQ{9EhiU6-{|WLT{1a7PT}ulD!qHXq z4F7k~N9(Vs;ou z78d@;HuMVH9hj>6Q!0oz*)m^JnEUfMvMx6DM&uJ%0;xbQAzO6M^x;bQHo6h~@QEoS zM@UcIaT@t9F-yh7??q>uFc1c9j*!$cjgjt?-Ka*gyowcKUb|gFs54r{d(&P$p~#s$ z5Hm80Gbgf$+z@Z&m>#4sRVD>g!T04-&ZN>+5DHYmF&;YjB3>zA+@L~_C)0}~q4Tcz zLA`0{_}~VlPQljZQ9L|_=j9h3q!CqUHB`Z0(kk%556PDy4Nhtm^2l3M>Z7^s&5iT@ zK!p8_+m;N1B1K;gPsIo#6CQ=4`q-8kZHxY(p$0m1%so+H!UkjlGS)(o4Y?uiXdnGZ zg(u)j>OBpy7G3%SX)?KkBkqFmMSAqD@WIzsosu+gcf!epU7@9vtF#!((ZRh%=)nzk zYovgP;C-m|(I#=kCJ=&gU@tQEc8%nvS>zX}{5E~oy-H3N{hn?J_~5dvj*u`&COjK! zeom0htvV3N)>WV;$~!Rh&S3(SJDk8wlB*F zo4jJp<0y>m_jrgKRqTPC(_l>cU>97%&kfM$ceq`KwqOBu;Lo$r=N@=nhW20qKf#}G zpdmNcV$yH}dcmIoAJ0ATy9}Md0!F}}IX<4>fgW7J0;a)Ln(cRrei^!h1uTODp3H|`4tp^{}@%3oWSA)K*JJOs^tc&ONh`lq3Hgsa@ zwi!>yq`gUnoNz8L!u1`mz@$A?#hh?%FT(8|udhiT!CQLeVh4D<1Ub)rZ8shkx~^)1 z_Dnx8R*Q$&vont}CyChzYS6VKto z({TS+v40T&qU;Mjzrj|~uYdLG|4rz37>5qe|Fff|J!(9gmH2Pkaq)P z+I|I%2++847L`SOXU9K}{~@37pm@*w0Q=u1|CKcn3$6M5y*K~41yDYWFKt|Z^#;`7 zzl!~j`Xop`f$miQ7h$juDPJJvM8haZ`V+sJ%1GCeo9k>9QSRuVp)vgDI%>aWMZF8{ ze{}BO+bSg8x&CVi{s$)fov#e8Y~qW)r7tVHAm<>6BOoSU)rkBt4H+GP&WJ~3CBicU zB`8Xh{AD}-dHfIgU^4Fh8p;1Ec}d6Vxl8{#|Ms}N{(4#U_OSf+`oi>f<6M~c*uMzPe3?*mf3}Eg59Um%_~^EE(2U8 zR)m`a9fGH5;)l2eG|DELKJ%Qb>1=r;I%$+JTeaNxKs#d9HiVm-H+>`+=bf4F>yyKj zZZm+e>P*rO@8+e^E*ZGyGsaz2rUIRmz{TDtk#VC9sra45-ZDb%+8ZdDg`ME$B@fCR zKO1pKUi%~dz$5tblbD$BX98njFx@aPJWN=nny_L6uJ-bw1_s0XM7pYd6c^ei)PQfw zX7MuiCWR?9OkYgw97IVC4C8-=ZFFPPL?6OnQ#r^D>v6M#Zx*=C5F@dyq}Aog7G;>~ zC=p@d=FF%>G&^b>s5z@)3g;C+3)~|1H{u0d>#pFbQMjpE4&EF}KV|o2Vg`wdG2W&7 zQ`HpD!oba){~g)~0AEZWvzcReImAn}_wDJgZ}}o`Y)smE44#aumd_yP4rY<77Vusc z@RrZW=gg}?oD{1{5*3rqHbaz2VecCPTA_ME*-W8$aisD_gaqG=@Hc>1K4L@w0B-+P z^TVu-1T`CJ#w}eW%fUzL>klCLkk9()pq%Y0`UrVv*N*Zc&P5qKO&%rh$lwpFV?3%z z3$=}U(+A~G#EU+HvmVu8%BfZ>f|v?o4yK%D_1HUqL#|Yv4&%>r9+8)i^Uu&wZ*R5M0Qxc^|*OP}r>GE8rt zWQH3#6A86;d;|6l6kBo8i+on!cLkBTc;UxQ0B`^orq&;F3b|hw!IS}d@fh)-0YrTG zVJLka;T#urGE?Feof9FI0}988IkvhN+Dp1P=$1*CdLy$CUUzJmOenTE&BPTOxbP5@ z-W#!RZKRslVj^w$ba7-kJAj&eBDk$x?aBCtQkb7p5kHqeL(`POTLQR0P`tUT?c`Z6 zNQ-0my9uRXN8^c zKJv98qvW>O86)2Zdp#~w=q2I@giC8k-B`tLZ(BTKn?df5yG$_@UZ{llGvlnxrwst^ z7Ra2C?-o!La90&4bpf?mw}YuPp^lsun26jdr49=xzJi0xDt7;+fY6RKLxbOTEIDXT z*LdD60UD)KrV+ydLptmD99T`lGa3)<+Ct5PF#`M7(f0fck(Sm5Y3Nn^( zp4`AG`0(JdoEi+$E38bW&nj#Lwr}lswLs*3=4OcQ^EU_q=?G3J!mrHMa9@bNkEy4( z^Y<2$Z?X3_L7J4Z#mJK~vSlem52)rXZhgsRF)GH0U=tOwVm5;;bXBBOWXqDyOy=&* zB;R80t*E~zhH8yM5rS*OF!sa%eVVmP&8+YxdXQB%@+*?gFM<|W6v{DT5}{gKN!Y4< z;U^RbiJ)~7`ACQaF=|w(Ut#u#NyqAwt3ImYn8uQR(kK*vT%7IESXx{^qPzFW7 zQAieoAuhqEDg06+dwt)SN?o#zVG=vDKXZS%6f^`6%aiklY76?Y3J8R1mDUnQ+2>>% z>S)Yuqgkw=yXtRd_nY?>scJXYTp6FPtl9dt`stC*wRK5DKWh4A$&c$mo$Iqq2cYWV zrF^c85k*av_{Wy7`El}Hx{M_Dwe~}lc?f2|;(7Tk=Wj#%eS)F#C{uC=| zooqd0PDyiA0oRnfsw`A9NNMnqENOeT<_hltE8(N^`jGX*d&hK?DNRSwtv}HWa>A7k z!~6p;tQh!(=g)iR;pOx~m}r>;QBcR88p5VmP*$4g6y5#=tY7Z`pjl#wS2GZ(_rWV^ zlegqzQS=g+IMpl!H@JFe6i2w?`B|?x<-5j&n)a|J;^X+E**&kov0nm$z@F|0^nSCh z(}L2+uoHR>(jQkXRXe6>56?Q8B0{+#HptF^felyo3hssCUd?_L4uV`-q}(BrG$oVg zKJ6^wOXHmoY~DgS$Fg_;z@pYwvy|IBTk%bQE_a_sQPlLu)rd@F^QZ#})K-vt#3gH_ zse*)8M&AZvmEwo}^@Lw$o;bKko0S&$rz+}Mg^0@l09*Q+0jF%Ag9CtKlBbt$u;z(+ zjpJ9)x=NdR3>kuYn?MZD7}E%7EOi2s#P4pW6iNMk_^1#ka13_)<=(~^y-mT?~pjv9ZS0v~8983ZIJ3MHGxyCG3{msUM+L{oR#dRCzf@Pz+C1f2q?5Go5` z<{ygK7LeoXMlUn=?;=qd;1w7~i5z(z6V0QvE%sH!+kj`yp&-Okje>{!c!mt+8PGcB zfI_~-+DZHMwBYbrQ5d9gmxjcIO}`DCn%Iz-+k8K5|G0;CvA~HhgcGDYHCaW7N{gt% z`NQ~ICMW0!?E(+uQ{oB-SuDjYQ8Rj#4)t~`4~;hRO0bslKmtEh;+7`%=i>&~^&zunpL8b+bOdC?;xYsjqHL|7yYvG8$TIzg5s?|Q|Me`B z?;|D;k}|fmRbZZ!)+4xv$_B+t$~BC%(lFC{-7nZWN?4vTX7)|*C8cwL1K#fOulxtq zO2{`?ipXnt;d;3I1{}o45TNUJ+S4t~nZiyzFowceAEetNoC9p z(m-R`f4LwR>lh?bf*YLY=2s`~2#kncYl@8uw6=w>!PRdm9rWeq2mPB%$LzKcep6G& z-$$ajj5_e43F9YA?pJ0ZGW822?IQR%5k;nz$tRXf003)1_yu-K?sgrj)9MUokk zh(8hoCz%zWO$Y2ZNy~&M}FQDpAhN@*D#wBo~g~NeSi+JPBJM$Nh1wAN; zQlV?X_CK#TIK7jL0$nBx=%KQr2|H=>RIcw8z+>}69;r=*5Ap;>Cy2bIpkR{60AMo~ z?JD39MXXqP>0JYbq-ZDFUe3=#!oqN6s7BI+_!`g3d76kuvfjVS0{N%d6rpw!W)$KI z54^rZL`r$+OnSY1(oBwTKZv8CC3WD{bo8EZYD37|rY7=1Zcd!f%Lr$piwd5=fCF4U z>R~Dsq3oD?OYKQrvb5($6ujDfhk%i@Q4+i<#>#@*p%MT_T-I>ObJ#P!s09-ffla6d zD@Q+O($4@pDd9E1B?9DWNfn3ygvxDHR2G`2ET4vko#`lvTM5Gz;}ZabHr_EnVbJYx z#w7ui6@j?Zayi6Apc963@;o!L4|=$c)_*|ukJyUJ(ByoM*QUehe|a)hMU7-3IEoa2 zmK(z^=`08XCq{(ZGG>e-5oyZb|0s})6y|!{omgO?A`@ibK>OAG+FLECzTjiD$W`jf z(f7m|*nTnTVH}3ep8OSUkR1A)Yl^^=5?YYHr2D!1(;29jT+XwX}KFyrv6l~Yd zL7S`p5~iNt%)}d=Ja;w;kCbTkgBRGPj=;nbu9ri;;viZv8Vg)nj5Xho#X55!xyXfl z?qQVGXS338z6io&U$;^O+mm78EcRJwBKqzn==n&*V$JJV6~%-TLfpM^*SouPtre_y z`8y}mB9h9;tWG0x8Yq8zvAdD${=!xuVA&B%kIc@Wf2|~&+BJSrWt5Vu^vp8Y!{8%5 zGC3U7D<}HUkRPbb=|=tyI)i~A64O{pO=xQcIWqGytjGMjCcjU1L|rgPIxmEa6v9lD zdjHrAss(N#o9ma$Z&qlNnsP#v*8RNc&OytifQPZ8tYUGqPx1sb@0l+zvz=RQcoP*u zMpNU&qpJ(bh@4KtrB6BvDdts2j*Lj-;O5fG$mUm2KQz#v&>>V}*Ah+um%anjXLvh=@52ZjPwmd;l3z_wtikkI!2JaTVscUMSG9wd|qZ6s-JsEn# zFD4I{SGf-jCSTFrFm|~BoHMRFnSA*cmDEjK0EZc1jWzbRIPgGvjtV6^65#V&ymG;& z__3YSS|WCfpXvgjL!~A)_1=SgBTo>|Gof)92re*#m9$O;Nni30cD0!qUv-}DLUL=8ZMMv zW{vy#vn$2>3il@UhBG1}^Y&ZJ8Tz_4RG985Jr8gDyS3%geY^T=&P;E)3^b1H8|XCN zLCsMv>%i4n)+L9x*o!IX>dJiJobw@>#^0e2Dn-OlEQTQGhIQA_b zef%aY`^9b3k^1*LxZG$finT8s&~4Mh#%nkjqRxIOq%@Cx-s?=5)pO@iw)0C>=rb|! zPro?i?9Lr-@g@?|#y7dQtVTsdy4cg{T!x?cXjyAha;dAZNzU(&c4YM=8|H?Ikjjix zFQAW!EU1G~s$GarFXA&>a%@l2*#F2s`IU*Ujp80tXBvao5Be&Px=v(hode=KRX#Wd zu$wj7YtAykt+sE^YECWT=7vDREy`QTFdyD-&YOvDuy9r+yWXI{Qzw@(2eaAaHF0+z zZf#XinQwhq|DIvFgWDsSd=l+YM^rI%NTE(dbsDvhO;OV+B&+wCoyK*euD6~-JHbpQ9c(|@l$E{6_bmstCzUz$n!0Lt%(nhuMz!VNb%oT$-W55~VLmLUUZ_YVD@jhrGj3%bL=H=exa$l?xf zA+EtQdm7X{D~la31^zscAIab`_VUs}%V8rdF%~?0Ht(cI1z;B*M^PYgVZhh|UizY@ zXO(l}Sx3DeCgRFfp_ymo5Hd~Xl6{oPQ0`4?Maqa$U2v7QYcPE_@hh6o>w^CnGO6Uq z9Q*22p5P9cx7EW$J@%s4G@lf3rU z?J-6ZM>K^t{5gp!_VS=G{xn)CMSxg%w+WL7 z>#5!^XjL&Hc3l=!ykar7RtJUENsLZCj*zWDkO&9n>Zv<^a%%kl5+TV|w~`UT`Z3i0 z2lhpn@-|I1ZZ83UOdHmk?&>iF&N&*0T$$DA{!nC0L|IIh5DIIptoej}463y0mM^5l zCD9a6UsqMCcCTvb#?cvTp+kh%vb7U#%rpAAE9wV%wIQyVkIMSI)qxx|hc;@^ex4*X zuUnEqW9v!t+_P4x$kE|<1oXxp>JdGz-tO%_{&}~ZP%6qpPC6K-#RU{|Y^WpEc~&W& z@HPEbT+m8~(uKH|yHkw@4vqQ7T;H7oYmGB3L%e5cQeVa4Q&-2!Za&p;QisNC%_xHa zLMS(GLc?4X1FU4rir__Gj<- z65Z!9I84KKZIhA_(j7C{=3NBvl++SZD#;?nk)S(iyCcB4fnnMFWyMp%_40h7Q8qn9 zO9!^C@?rR{a4{xm!jJ450hW;3+{fipKB#kN?S=@Nfkov@cS;OJ4AG6l8Xr~lY=4<*+`I2^jwN%2#U@Mk2%LL z->}t2Xz%~X&J4m%#iP7*huJMw2{)AC+~h$ zjiUA5Tb3lZ&|8JlJR1f1Q}bPC6-#&V@wEm%@YbnencWJyhik!qVgw~6EDDP1CTA8e zETv|3LOm4JzF|<%uKlflAmB3j4qU$DwxVhTsjFH(l7sZG52Sw(A^6Zv^(a0PoYWFW zWX7f#b^*Zn+-~=;?pJw~x8A=l;Yf8KR=t4GK7@z_abZYOV&O05HHm3PlU#)=O4f(L zl4O)7y|#e{%L?dN95U{Jqh~vB#JY2y##F#XyGB_eV1|g~arArj8sYj|e%JSS#Xq>k*19l?Zq!zElSy>^7j2~n=m+BLZGoTt^<zl)_6@DQFNnxJG41qN^|clB4HT{tF( z!|z2Llqr`A4IH8*geIXI9%<*4YqH8>T{#RGIeF2w;GH;8J|bE!(g|l3(3cgzs8HOB z0q56(Q;YHoPsD8x>{KEfX?gV+vMY~2u)Yd30hwH@2NeqNGAPa6ZttiXKo?|sOUAuoKXf{jgiyj zQyTx+&%Fg*%|0%zB1uh(m;Z13sSdKAPIF`?QLOr}0vKw|PH-P*F}NSE?`42iHj!z@ z83zg#`c-yQZY{EVz{4~OcZiU$el?IQmmowrNAE%MdMF#LSK*9aYK(h2 zD+_nF0s0NTYb%y^+a$X8dlSm3r{4GsR@af?h;+kaoxqTfdZ* zaupAq*$yAyHlk40!Ub%iA_VHjq%1KF!hVbL_@{E7- zO`+*z53W40JqNq(JKm`(h0F!qr(84JOq93H#j7+ClvgyU8uLoe`+Q3S156jhgv)!H zm=bdbBOr6<8KtNUd}dT|ztNn9bqQ8&{`hpvU^X=K!iWex6B1ajd_V;UXq@Dl@;wH_tT`UbLds7YqQh3Y zU*J-FCgNvM4cRAX>AkW~5^}H+o+9f)l^&G~bt86P`t**Q*N`N7Rd&VkW-1ix?nC@J zKKAlvS^~xc4!+x0qgcQ@v7_)QH2juR`T1GhP_u#PzkEQz_+~FXgP(&&wubt0TkT&+ zMnznIR_8bT+dGmu{>PGnkW5;n8z+jMB(}PFW|rtQ73#M?WC5O+`pkntvSfM@t3_Tm z`5V}w5-d0YBgcn}k6ef#9Aj$))E0G0J*v_bp{Dm{zUIdE#-|r>rgb6H#Y-9<<@YFPX)?8Ob3fE+hJE{r_n(Vd2JXDtO|GtX!8xvM`K2=EMLvBcW- zt3my4OsUF;wbDE~TMiFdV+k7=87la0x@$Ho+`Ue43#|nPBP9%Dzo!{$6)}VK4dpqh zZ+e{tw=u$(erQ8nu^yET;&v33M(H7|ooBAKQ%&%AZ$adhK*FiCk)uZWdxZe8jd-i! z3|9muo>n1%UTx|r67sVW(IgWUAS3z*{j+Idu|jHPA1-^@9RUcyTfU*S(z0rL0NmHVEvXOuk%`I4b>AAR zsFu2y1t3!}a)FfyH`+9_O&7r#yYB~fM981n7*Zo(PiA_fU2h(O?aQ}ds|Q+yDlTB2 z2p$IZu1WRYShZSn{#iBMBU1Q?5yb&w<-)p1Ik&*QCKfxcNMGvWdDsxMLKZai2?9Y% zE>Xwtp8qnWwA-35sQE%`V+?xOrMEmIsm3g{LZhB;2^&hg((Um?2pvqmtiTCR^3#iH z?I$ia@JD6&&0jS5>S`O>!yqVHTzL-BKG}R-JgX6%lu6&g3&NsCsF&uj&E};RMey(v z{>jn2m0t<6w`uZ#SU0)}2i#*IL3YqXz#1aF3(}Ez8bkM(Lz~no{YL%R?J*9-Wr}bL z-AY4#stLP-Erq>&%g1@teC{W)a|+xm)hTF$xDJ8N}GI*6&^g`usp)!E>Qc41^bq5#EOZg?Ux6R zd7%iS3@`d$%Q09Am%%_!EB+|Xe}goaYf63nQ_EQ#*|AY$l5!RWWp!pj8u=RBE9_0q z&Megb_<`o|N46#eH+{wS&2l##9n`LVi8WTDTj3T}fg&hS;v%+X02{^0=j!-V)nlD7 z*hXf5uD8zeNW_?3b8&*XjWmYOe#M+HI+GTpbFRF2$GgO-h&6Sk6HSkKD)4EY9Ar_O zelEApn!6?!VPm}8`o3Rl%-wt)Ld$n})7#CpKFrQpEJ?^y{u$7z%0YiFd#+%D z01Ht=Ad2P6@1}X>KYISmAWT#+w3a<=$}W+7{POplT z+Wg7MS}Hg?%4`$^j@HP?H6{T7v})Zoo!8&{8_hUBnAC|_Au>pDL?LVlFWzvlcxT?I zoB8=ksnqdDH(nK;_lH9i^_Fmx;7iPzi^Qvzp0d(ARe9no)9-1WpWX#6L1BrroOef6 z)PUPVigl$S*0UxykN$awGv6Xv+@~BshpN%9pYyg)W?JrwpF-EMPEx)&YXbdr^U4u_ zJE9!ZOQ{uXu@7p;vQ)5FXV{bv9qgSeVj7Z06UL zFsvx5nw^eFx=X;%bWB;ikylzpknEBxwE{ywr|off zkkF-NjPX9!G-E&)nfQ0ken{c`awac1s}yPly0%5Grgfcio*9CGT;~+ z2HKW%du1El&WIV*h2?@M`%<0NX4dcJ)`7s{(fU~c;6ngHq_zI)(GT=zYiRrW!a6S> z%jmo73!A^MuKsof4E1*ls>QP=u3uc;;>IPWSRMSuvEAnv&P3Bi8q$9GU6q z7p~dn2WhT|>=Pu~mPT2OP5Wm+2>!2|Tl>><;f3QmZX;w95@$Xq7e`vkC zVk401W#`ni1($ZR&c$t!gbL(FWb1ZCAtCE3gm)WJe5}cGvj0l!x~KPP!m=_ zv+a)|XYfRbbZy;tFZ@UMpDBfjqK53VhDA7_;^zPMkLBe2$K$5*8D zl98IWAeMBBSc@nFgm*xzG3^kFu*3!VM&vtM{|#bx6>=lmi<%@{*pYN57i|x0Io;g5 zQaM`Ogf}gxXNGqZx;uZr`|`A!48ZO_-lNE9HrIk+%Hqp^+==JSp{wq9ccNPu=*5w5 z>DR`XGVLAP7o2M@ccw>j1eyhzCWq-PCuldqlZ{l2$EmhTF{|@?Lo_EhEo%}(wEZKn z>bw&>=b>UH<@>@Gzka-HkNg1mfpbleG70DKZ(gB>(_d(&#T@>_tf0jrE4}19nqdT? z8T_($G;pOGbsBTh|3B_dI-v%(MM?Y^b584zs{QzuCh#Pe7_e`( zZs-K$mN{reo5NR1CEB;+kx))LX8PwgBrmcOv~1@+?d463t3cE!im4YJ+Msq^Nzc!M zkJc97Eab~*FqqH@x490}LCZ1{3?p@bsYJ?NXf!+2MDMx_Xk7_h){yV4$3*>(#axq^ zH?nHUkU`3(VZ0VTeS82Htz^29_Y>|g}o3O|f zw#h)&_u)p$&t%&BL`$MJNa|5p>l8@-;P_oWRP4XgF7g z8Uc_V%FvxoAQAdn^0{y)%K70WvQEv?kTi(;vtQdyOkVm;&|ZX=x^jF>NSaAa{00m8 zMILFKGR^g#r>${zO>8Ln9j`LYLLtv8Az#uozC-+KFAe7mI01YVnyr&?WAN57HxjqD zv_|qRm}e;Y+!=f*_eeWZsJ4ykH_c$tH#7#;etF3$yV!b}CXOjW+;qScAzZqI73dQw zXo(-2+^Ps+z==-zRPlmkGZ~DwGNkf+Y&-k`tnak+7u?!#{X?l{)J834tHoaG+Gypk zDeE_9LIH0Boi8_?{!hz>{!d2^0dIR}u=jcZ@y?@mvUezmgVy3RaCK9mRZ5j zIqV{N7jT(*d696Lh5Ig=6VyBS0B6Ot;9o=RI^9$@_kqE`M%X2~ODyjpy%=THC;0b1 zZh`%p=gZ!F)EckHI?gzVfOJCMePHfdQ2W^Ix?vQ(V2Pr zLz{%VJMFAsNqi^N6H|@rBHBk)5s_^GyU1}3e=)hLSwjBpQ68Cu_h|`QD1DNv7nFkX zgg8{Jt=?1$fW0>ND~7+Q^Z&!#dq6eOeSM?SOX$5r=pDq+YeI0Z|Z85JBz)AD`!6-gVb|?^@ql-&#p#m*3uJ z?=v%*nSIX80Qqa6ZNA)F<(5h-DYbpAtATFBRI8)QqQ1B4s^QW)bT3{!@J6!AuZ-S0R>V`>dt_jDxCs+8ZGO<}MyTtT zg^k|RYu}^3J z2~UPPXJc>K&or*eQjsx@7G69ewC}}~Us%ize8-h+pL}!OaCT1a zXO7^TPWd^+ua(aQ4Sc^$jN?wdV13S}${Ozx#A^Na($|CliOxQ2NcUlL>(|2p*Oc^^ zPH>;~2XvG2AATGwk7cvoaZ{=P+|*FHxT##@SPI@^iWMp9?zt zfXL>=KF$HZp*F#@ zk&$q6^VObCmcU4x8$X9x0%)5Wq(u;hqphW4`#nn^&M-tkE?6K*#UNo}TWcc@ zyPlEv<1oJr(2U`=%|rpKKKO-P2s#|7hUBjJEx)vY+EU#;;|35n@R zqAX=X=$*)7*Sp8!13_&BXqb(}a1-WViI`DPXqBFLXBS~?x zC~5Ch?Aq+)*-5%!&h8+=;##~q!4|lB@oJL< z*U_M|z00x2Q*|JO6bo2lSu{PNt#NSYct=8KrKA9csZZj(d}?5y`gZu{F#+znO3S*+ zcGqWhJ{Sl;oLg?A$iIDJ=%+M)!l9o9cedZv+vrbGq#mwA(SiO`c}yx{FUy%%zFP4o zJnJgY`<@D3=eJw6s#dRO=c>L+o!!uy@3LC@ncVjlCmUiK z9;~?8<7=||OEPJ;we*TAQH!VRCr{VILHu52VXOrL7#dekvs7QLP8y zG+Q+2O?wnOqG~4ks3EyP*&g9U>F?57QC{UIVoOsgZ_hH z;nwBt)<<~G7Sw@HmDDUzyugB2T3DE6FVDSIeD${^<|yejk7`%7>xU=}*Ol~12M8zy3sduJ|bn8+{4$Gmgjpe9;)^X*Fo&BWx< zcI7q);q~paw3;q5*xMw^rzu5nvs2?GH{XzL$rK6FCYk(aXG%lYz4(kP+){ zusS9a6DNTAz0{iYl4g(%DNz{aWmqgu6(1#^LixvW%fX)1exq78zKg*VSY0S zoMEit%=t`0h-{;wEHP3@L-Vod}w@rHSB|bLTNN`CJt)az1WqpqQYh z3KvzJ*)@d)TBYdOMmnhX;1GqF@ssszV-QWiu2g%hlT+}@99w>SO-(+Qp#xD_dgUM+ z>CLWgYJm+T7qL@8smKKs6@~`TQlmOG`5Z1QRE8vjo<&y${EKC8J|RbV4N+jA1ym;* z{@y12;*z(!8ozc;KAU(lrMnhbRt3m3s6+`VDc;Q2^Yu{6Vh_v)eEX9H8Y10?D43iM z=O6_D+!`Ct4`%iRro1Gdrg{G_<;oGsNRJ&q zIKMtkppL&0hTD@Aw4d**W0BkdL*lg0h~fi8G#=6Y$t6#mt2)QmlHjYgiYLT)toG}$_9mAc z(w|4zzt$cT;7!Mgv3^wM>~$9?%vaE#3`H#M-~U=n(^A`n0JbYq&5C0!Ol8r5#1=$L zsug`U$sn#;m+cV?fi_t_<93p8FK&yIWxc1mEMPt^@IE!^>RsuiCy8Sb0w(sx+|w7b z#JYBjfSoZ75h%F+Byi%CgefhF%=su6Jw(9dzK6^gos)eWJQEh&exD95?^Iagoj(hG z5k9gO()ollp)*2AWFnn%OLN@j)cHLn-LdvodVLDcY9TEh4pXzNF3kDivDQ!C>Hi34 zd-8Z1W|7DunKxw}Fe6}KXLe0d^#0=z6lCGqx%-cUS0XDZ-U5%MRewGy5B0`ojX>kv z1s@k1!Ie(5Prla~!H*&~smzAXO&Jlf>m9ak)9K0Ush|gJTH;}W*T0F}elTC>{aLta zEFC*Coeu0Q5wp!x>&Q+vj^zC4s=V57{SLKnh*;GPQFF~fgE!cqb*DBk)1>j|I)%NpJ#6n-=D@(a zDf0Rp`$MH&2BHb=J}yBs^DV65`qfzp4_zF-JDkhU;zJ=ZJLfZCWRZDPWU`y?RyQ3*EeJ_^^q z_oF1;2AXDI%+eoNn59#2SeqHJl|sW_E9HOvI%`=e0AJ;QmbfGwKXQ;;QGSMHM(P7> zMkT~d)jZd`=iR#=!$PJ`Uuz$>&V_$uMvaFPtu3kJ(neUBEQ zb3!T%tCQapvIC5AfOATBT}a+}LuaA-YUs>xMbsFqC&X3w{$A&y=MXpPL7P)fEC8bm zt?pDILmshSQ@yG%I3#k!n2liJ7z?S(#R(Q|@C0HuMrK6!Uyc;4Q z2jzhE|cW|rf3|>Q%iV4-^1cS$@PsUR8xBDQ2TWXn_cr9 zV72M4`3W~dh?livc;08p_$?>)?YVdQ?9;O_+rnru|C-P1{@+>VupNjg$Lxc0Z3dpl z$C1|}m5x2vxrmMrnx(u4vig14OA3tt+-LSdGl%CIKarnEoine|x^b4n!QeEN%Szh* zqh(WL{Gm0fbxFCIE4Fj}({a|A75*HFQ#D6z4q3$S!RGvt_3`b9f}D@EZb! zw-)5ci5YE$5O|78pRlQU#=WeBptNys)SA6vZ_bduvFFoqH{LT!zZs9G37sfCagJL- zk>uxk*$HgHQ(7BmxvqBwak~uY*&lqK5QthV)J-zl(oGW6amp_i^GFZ}G6Y$y0KzcV zwr(_ZOWRkYu>s9-9AqaZHoix!yRVw%_rY)N@y2LGWipNjP=dZ>msw)N$npF2E@_8!G7H{-hA7y>(L*ya^41+@o0vRuuX5d8T~2 z78+rBK)L!3vS1vOk}WVBQ~e8P@>2_!VM*#;-3b!~E| zebXsAWShQF@2Mz=$nwWOb9r?2kbdF2rl_+OD20E<{6yexFUg|59GSVTh!=gZ2nU)=-u-4|g_3k6DxCWlaxjwoH-e z7?w^k7uI*M7aY`}o9?XdSk!(T&&wWyD;Z|g2|sG#p#rbGd0s{w!L+Udt=4aRDAf~H z4eYhMaFz3GPh!blpI5@2*t0rmaYX{ztHJWGqf5#z(M7ZnCT9khF;EB7u)NueT3-K zt$Y_}e?&09TTwOB&PgN-CzoJG>%0L27J!%va#3@S4qjM~lm^ZUatXGZa+}Ps#4UwqNFmYXpq^UYRbrsAvtKEB7=2TC?NfT^$bm8!Gx|IU1}tdvq?F$ru<(V9 z6lfS9FJ=cF#gCfxhux;vI~!MAk7!e#PT;zOOR}&eWtQ=3QNFUk`>Of%yEBGugYg_! zRy;Yp$|XD#k08HgfQQx6J$D(mZyC_vjK^<{D_BP=(ZJaX)5eOBRT7Pq@Lvl%9}S#d zNdu>f5^=t4Sg5E>x@UxhM`tjS4GR{PVfWf)+;$m;#8PU({_KHWpjmlv47BH#ET5ZGkXBDeb;NbiWe)ZV=H z$|AZbQMq0~B{ognIw-%K=3mLiAqmb@B=eJld-#!%9)3w%a4(4wS(!c2tdD31E)Wbi*JckWSmN&D)v4gOUY_E3(%2Kl& z%2GNKIjUePJvj|O$5zE(P42#tdYd6viF+3EXIDi+99Fp9^Sp6FPizZlqC_|lU0j+v zRSTYV{0hFZRvpLjdtbGO_yYUtWq1`^)mIvM*u_t_I}~sZa)Ee=LceujDi)Y9wbbkO z`~seqaJO#)&|w&>7e7)qH2UNKiw8Cix!}fcFS`J~3FE&_;xlY9KC~8peu>3+FPvbX z^Mxz!qSFG{;3k$#l2gnt8W(}IXrQAG^wX;=D9%uR%2G(QS3fM;gTLS2`3|>~zbK?d z6CLH%PphqF&liUGd~ZiCRGzxLGEcJ2IRm!9=$kq|84Hps-)s&Ia}Zv z`g^8Ng2D%)6<}QgpK&g5@yax{3Gr-%y#dT^PFd=}S%I7u4-@^wsjTM(D;_jr+Ozq- zxhrtr^Xm^NCmpxvPC6bLJR@+bV7{gm z*}Fef>(vb7EN@ai+2;hfhOWeUP*u64U}xIejDu5{&zn(Rp{ z$XzAs9*UxKm3<}hg-GGMC*<*8j%&60QVLg{xW%2hQPgjaVi*JnDr_#ri&xFJt+G$P z)o+Cwb_YrYT|AruG-?8WGX_>NTTj^JPgi3_kkru6K}>Qcz7Tj5Uz zw~w~S>RJ>&30j%|HD2Ab48C*l!A($j5LR$bBb01kr*IH=Nycw1+m{-s5dbZ4sM(Uu^jHxKY|6D%Y<28__%x#2(Yv! zWCpJg!`k>EakN3clC;9KU5)KuQey*-07`XfQ&Y|$FAwqUfUwBUtB`HoV@6>#Ywmr^ z#5ARKXKDSzCQ*}+$nTJ4T-3+5`7HXIR|j8@izi;ZcR}qdPEL^Tz4)nafipwV_-bK8 z=QxB$OFLa5-Nb;Em#}9L7q!q9GO!Q&F>H1uaj+W?hbd=4az3UhS{^`Qyw`e(dV6U^ za1^CAg4$|xCBUvvyM-Fs-;GDWNR-xobb!LAHCNNB$EV2yf>61Xh(k7)ZAoau|%c2G!(%1LBU<({*iWod6%SzH|#>qO^j1hT#ZUaow zhHo?du?zFSo&1YUb`Qhvi{QWab8PrNnm-&NY@R(5oLj^<5KXMMf5EBtK>SHyeCha_ zKZkLmxTQfnMd{vKit{89cv^Cg*Cd7jzDAn2bq?&0t}Ju^vU%r%-WN5aL<0CK4*0&>x&ZnQa}yM9{$@-}xETQ^sm?F)Cqg zW0l+U0=(lETM|v}##^wembuK#!!32+gTx*!)FsB=c-lh^Cp>;^d+wawmoEhk zTl-M~61%cwn{HEuqsKcj&t-&8JV1kweoRhlx&po%RIEE?Iol9#qdk(IbKaFeKV#$j zQYP<>0SD=RFE~W!Oh?GN4E`VXk5(q8k10flWv0Vuu^T;oD;_B`QcVf;9Pmx=PCg}- zBcP@PH(e}a;d?xXfBMB#;r1~;lTUI2><@w=wvEU^RJb>QOieyj)SKtv`x39;;G7>a zO$nodOk~DW0ycX!bX$Y{o+?3zOg_sIJ;p#U|ex z^hn4dj02^>C|9HRo3C95)Y$>5gcWhYoeYErHoG{QiDU#bwLYHD3)GWnWm_8^o$>q9 zCyMv3O=MTDAJ1+zK1zQg3A~<3BJT9_{=Zd(_2WEG{s+~{u9cjxM&fC@zx%tTOw5DH zzOQmVoG<+&1b`Y>N?aoI{nC!G>9wz*?|s+~uIx7x5%;&#>n0woh!rKauN|0XZV+4= z1@?duah*b^W!)!N*89b`_N(zlD(TOQx6|ag<7?RRuXjAffv2ae*&~s7Q?Pxz@*%^d zQc2uv$HwmSMh2|fdjq<`cE^hqw>?mnd1VB{wd`A;PoR>)L0>n$RDDy6dyP=@>j*9X z6z9>Udz=KhCT+e$VptP+?8<9GD~xTAm}Tk}TB&gC9CE@m?_4fTwpOBn4v!Y}B>+sR z5<^}o#KNybG2g%PI-~WB@{-IhNoYNzxKu(mS7Z43Ed@vbp!nZ_T{8d+c=#8y|0B}3 zv!#h)S9#9AyrpRDRU89X(^t+I&R8Vxan{mEp9u!Id1-*FGq~ zRFikuO%9J>PXqtBKne5_@6}=}4wI#G6;%%6l{tl{fUCyU!M@UFzI!|8J1<1f2pBUf zRmn=e?})V`1!A_IMXZRkm?{_b+xNPlV%Wb1VlI1*W}c4gxS&0Q=LVoz5{cFwu>-|2 zli|M6=6PGsvSbG2;llT%uf4b1dMh6Ns$$24W9tQ&4_y3pK6^@AMvI!yD1MR2FyBA(n$Y|+<|Q+ok{`0;6Dor~;sSgrlJv}&Ly7Zn^|EhU&;M&!Fx z-qC2#w`cAnbevIKmf^D4&me!sykkZ;el#4})Oe_qCD&-f=c~YBiXxMQ;hG=$~&WpSD(s`>8>B=W0KZ z)5tyopKfjDpcdCFCjOE8Q5Q%%LZv6JdKyTQ|D zz)5j+#~9sVrJL9p4((r)Mu0fRwAG7}25U}A-Fn<}{d09^wJSsZiDwL_Ui52ALb8P! zMC!n(H`s7%#lQXjakd-B{}(AnU7zJpnDoKSU}9Vrd*g_hHflr)Y4|Qes45NaqIC0k)|G`l z`JVTjf!&aY08QsCKCUFXo$a}{4B)b5qjZ@EyeG3#pbL z0Wca1CrCBr1fWsjsCE79 zUlXrwKH;)I+Fjo`-!xjvDYLWp4B0-ylTAH>azzT2 z*bpn7Mu{Eeo^r)duXP>(u#wkJCxgRr2>&XyzQ?&fxA&H3h@CPa`unAN3G7Ngf{KB? z(j&IdZPt?IN079tV@~v$U}gC*U|ZwXcFN<1-Cys`;66j@lDVnBUo#u2QF_5nBO5( z#{E@)jFyfFs;YlT0Ix#VpiN3rXJ?zfbWG}H)vd98@H&4e;VJE;c!1bs#2zdsf0o`@ z$1SDdcNQe&mr#{Md>RSu^Ppcf%W#4A&8)B860<0t)rz3ed= z(&_rG@hm>L8c~l}+`r@y0-RVP(m5SM205s}7|`VrL~Z z=XDhYMow)pP>oY27h$YG11$G)MRZ%x%d*I;m$P(HWVRh@2CQU_s8m%dal7@y{oUch z-5fOlcYN&fzHivBHwDkM!S5YN6mUkA0}dB!=7Hg&P^sRx7>_Z1NigI0ul!B|ElDg2 ziC$mpXGjZQvR+52^*?jPXO-KCTSIk|Fa_AaXaQL2RW~^wvlkh+Pee-`x;?(t{bpa( zOUsH`sH~Fz;qHm-Px=jG*4=#K4iC#ti}HAS?~G^csFkv_e4BIeJMH_Z3HLS3dm zPW59nSG;+a%{eiq9&)(?gELrBLrVS-roT}n-?pnboTczk3>vP({NA^FBI{+TuD>rU zV7?T2v6h0;d0x}&ow(ES8x}Mc zN2O2bUuMLepLMlacWQMX)wa-U7xL4B`ajtc{`6uYZxSN+Pytv#M}@2I~o^UGVfPiN^p81Aau zV);m6_+)3zpsXp}{+lmk?>oXMlwHKvf|PK}F8>nyZH}>Ripsj0xA-Y(RS-#W3>Z8F zqXdQF?=aHNrnZ=V;F>+os$w4OZ$;O8y~npDp@qIOpZD@cmTtN3ql6Y^Ycv(5rS{&+ zKl*1h<@2E3L)WY0R_}GjqSq_!=Ffd3R4bEy-T*1TB3|&a+&B!|V&QJo^WnS_hu%@x z+yg7|`OFq{>~g@`Px|2qB4f*jD={vWGP~l@!I6HuyRZ2C8M`T+F-k)lJwIecut|9L zqLe1Di8)8DlAbAtO@TK31h0cs1G5z!#Cbki+UHv}CF^--(hoN=)#W4vc)%x#dK;Hq zWM)X>Y<4X{K)H1!`Hh)9LANMjFY3pp7u7wDitbTB{g6@68@P`&{v>?m1xHWRr zNpQ9e`4-B41$7cIil>*1-GbQxHCTxmd9`J>#5;gAUk~Aq46y<0G-t@NxB1zFfyN3D zA|6DcANCG3H4Q>J37#ai+n&nJqvbWZiA1yS0NzsnP@Bju^0!h)DprqTqjK^N5kG*l zbztER=}azi8Gu|{S57Nn7a71@1G5wvH6C*ZNcTQ^_h+t4&0R`!+%Q|rMro*CJgsnr%(@+iH)=P$_?!uNb3R^IUlm)*z)l9 z^nlIl7>|`avD>U)Rq{OTmAw@0FT*_mGDF!*F8XB@S?4A6p*D8B zQ6?{>fW!YDV}VrD@ijqME61wyw|JY-0;VhC(_mjj`RqA*Qgp@eo(_ta^N`o!9vT^* z4$7B>>=`8gBVQAG=rq1AE#;0FUyH8^4Pc@x;Jz9e2OWr)g+i|XA@k4x8A4_AyN$k% z6&pwvb81QG2d>VO^KjSUM>H~g9F(v8CJ8=0ECb0afEx=1S#^G(c?Mfid<`~`EawZb zurJ5)c^i>OzNXeck!++V++N-8_}V6XC_=FA1EzWv7DTh0%~`i==lGy~{^GFRFCy`T zm~84nJz$Q4kH_H=`)LA1DCCccOH1&IrEm7HEuO9XozqRfd zZclmaM7s3FQX}9bm8&S`2yiKv+M}Eja9U<1?t@5+$<3v`P({D)T-z9t4KdkQDC^4^ zeA1y~_Je6f;Zp(z_GU%O7iMc~^yiN)QD;^xAP(O1tz=z9mK0=1_SaszNq4lKlQW5zvV&zVjpP(p(Jg?}**J5)yMHf#PWLpr6 z-gc)rT`z{@w5rM8Ov*oJ<_8pnz2V3S!@P6OG=JgPw{QlTW%NEiuaz;P3Ds+^ezYmeOcd z<*p}moh1E3{+o2OxN9(2zc}Qo>m+Mg7`8GT0x7%2wXJ2phHGl)D6;gOzgR8&IVFEF zMdkJoQtN%a%xM+xQ0kJ|kxu6+aE!X47GwNm1|;s+J!+dUZK==}(TP}e>;6ErzX9@2 zx$1eQxu)o;o#=|LW`6^Ee{_oV&6*e3@S#tbIKPNwm(y!s`4-5~9e1}&AYIvmLm#%Q zB$6|h*(T1M9)QeCTw-;8p|ZTkgg-f_!(|*?GZ2r{OhivBMs|`8>lS*b%r>J}*eXmt z+;f5B=bj?PQYV5(?~KY>8Qt0s5&Rj4{2(Kf>U*<5>`&CaM%p+$N7}H!_s_B>_o-z? z*LRFwvh*mE>Pb5z-9jhsyf8n={555BSG!x5`qwV1+!jMLjS(ls>1@Wy*pW)~eLLey zw%ZS;6km%q`AYPMf{cz}iNj*fX8!%5&m)Ovt?Wkx z>Io9vCzaX1O5vcb$Ra-_jpJ9*`HoE#yD^&LsVIWcBX*D8I|Pw?Cl#J8N+I_?MtJn< z5>(&X@XXlt&=ikFWf(kyU-Kh6-C_6vFvN!l@zRPAwHT8|7z1uAP@gPvFN?L?5Pu|w zmzM0W6dUx`MsCC~kK+$}RULOyfqzjdL#UOV$f_qOAkGB{9F`dZ1d+9#px*h11@wPd zMYhNsI9CARPCNwX2&DbE2F0l9d_pls}W-_DXno@xek@WteEU|WG zkC!O6rq%@R^^B=j(=8$ZKh6kf`xJZN8Lcz;(7t&=ddO3-w#xqKNWXf_-EEf|s*dHJLR5IPFGVU4Xm&P+_^O zuG|jLS54}vCnivNVNG!wdXM#roI2o%AsprW&Iy*N3ZZ0@Y@QV)a-yOyfvjwb`j*K* zO8R9s<`v91(o2;nhhXpXJHKg(fI&|FR4meF6C^36EFL(@Ozl?rp#c}>_!t7uw>-1S zK}8w9(ue0?GT0}Ov)SktD7Nr2YZG{Y?GG4a;l+Gb47}YH1CraL*62G=!5+*V6yI)R z)iZG$>|J!^3E2aBF%LpaoSd^Xv_% zE7xUiF#5|r-Ehob3kXq_Pf!2y692LsR?Az ziK6>AIszd1=D&L$=mS+@efK~{_!;$B9#2I)2}ny!sOs5cL!UR^$g1dzG| z5EJ`6pb_UcW(@JI&spe35p_lcKRp?OZk1g>EY|@S`Ih&hOWM$lMGlNMf}DDFikVs!KbdQ_2yQ7my|A$mq@38D8`Z z9wrl|+gN2k*d3pqUPh=qkx>Ms0hET>aY|T|AFUQ{gXF|6`&CRaL^dd7O@9coc?p`1 z6u_$Ac)_nzBBxh)UXQw1fQoT|OeUV+6;Q^TIio??7TcZt$P;HBDy7vu_=i+BiNKIprXYK+gPz-N3;sTsL^EOA!A z_$8T-BQC&fkAG7>V*nSZ^5)vaa0(LmEucZbSfOVNddhO16isC*Qa$Qwrj|(8ho=bU zNwOl|`vjTTV@dpp?#2^u!y)lqk&_&gz_{|U4*WV+-Z=Y~*q2u0?Y4U(O-h?*hu<&T z0rRLf6YK5=)9?ts*vZgS&5RDPmH5gSi(a3QM*NaCsF+YnG0v7T=muN6TAdwn8_cEK zL@TzC%i+JwgKW5{ZPExnQ!;o?2qtBiGp<&W6h3xwG~MC|3fEemr0Zj{Jr0S&<*(5lwl;Y;z6{a77ee+Qrmw~ zlh$T?Z&@WvV(hs2=yA|oxisSCfE_TR5Ve2zGrQg4oNvc-s-!fmB<&)Vx9V639!55L zM`e7>`P?bCPu}w8r(D#J5D>TmjGIw`^Ij@buNa?`v2&a%A24K{?MMgnNzULCF4;`z z-!-Fn6Zy>7nc!9R(c&c4~CQYPF* z9$GE(?}N(8_sqsuoFBINS__@=I@)pfGYs_Nfwa*Ou;LjN0>;R+J{I|nfE{A^jCD&y z2~9|;w;CePpX332KCVa^*K^PhO8}*_H3`Fn40F5e?m0}X3*o=guuq3bd%F7w9D&lf80ng!i@&Ovs%{pIVT_X27|z?`q~ z!^Qfkxtovql+0yDp|7z8`m-Bi)!I)zUL6&Qm8mMPIxXP@_I>sNDtgJD7MYM`aV0p~ zx0v2!M9~Pz(gIEf~e}g3e#ky#SBlWT7QrZy_TV z6s2pk!fJFI3BQ?}f0%SY^P5RNy2i#I;(PPMu_=kf&fG;CrL*{->CLBcKMMfO?zIb} zsu2wwO$%Y9|5rEiLlCLAU3)h%!vEtsksL)HLn&P*@OmMPJpO}m`&$!{-4?XpxhlBS zp3#|6*}wjKrJO=3-6!M>A&fkwN0I-*!2Z^B0D(|fCec2i7jzH;ST7^lgrmT}GS!%T z0ruBw(F9bg9Q%6qZnDT9c>#@)Sr%1ipn)^QloEb6Q<3aF@>K^vjkw)D3iK_A{ou*V zxx8LxMvNf)_hz`96fS+EYO3PgI6GJ?BV8L6#^^&^$t$XcxzfWX;hrCw?Q=f-#dv&Z zcF*~MFw89;`VY--7@%R;05HJj9~fW*IQTak2J_n+p!uKL`8NmuMDU;O{C55S*TLW3 z{t4$lqy8(Of71Rt>VIthExCUjFrrSw6^kf_d*Yhi!7~6OEvgvqforx0&mjJT`8OD^ zsG^Z4ZUhNFqLhaFi*W-Vfu-ScME+X?zyQrZu)l0Pb{+hs0hr$o{&D@6x4$)ix&B|a z^Se=o&HqIX7|Hz(htUVaVn!Z1BX0MDl!h_9UZDRClj8}p3Y-%Z!?ocMSGGKkXl^H2 zJ(*H<<}iSprdZdkJ^gWTld0d1zO{!#RZ4}z11-%*I}Jl23l7s#ACmQ?4mgY~fz>`0 z^TDeGYv5evr#Zfw>A+P>POE)2TLkWz5#PjKg}f>;PCa-;?)5`vsZ9Y%hz|$v8!(>; zMlLtGa0a$;LdMhj1AbGIW4OlD!f3U%tOyXmg=VgII(fQSsk4}%wMj%D% zDd*w1a4S;JGbUpWU?OS0ie&tJ4N%fn83jAs?dKT2Z8B9B{1m0DwK6Xz8JBjvQSoSf zzd;g-79tJ@i@+2{4 zYScmxmt`@=B+kxHs%qzRgw~~1zMRV!ZnXpYv}EcmK&fW@dOyWlFI_TaXuo>8;Nv8( z%W?~aE5O*a^JKwXJ9;gLSL#*@`zHYoZng8ywan2e!mU6AZ%LXq0A$ze0<(5em^4Ya z6>*HUrIRZlUz6Fnmh*35rcKqZK)Y};8UXDY(`}4_kk|o_4tx+z)BZn=nsgr4A1$#5 zLgf}=I8gn@RWzhV2Y~Nsto8PZ7{so?M<3|nzhtH<;Srd(fP*5DeQ3|#3PvWi$NEWE zIx&CuGSKQDj1}5*gMne>4hSCxHDO_xr-Ugtz=5Yd+C!!CFQuxN&~Y-*sgqdHZYL{EIvw$hIL;_2(DLw(;6ZQa2 z>wq2`76WI9CzM2KiXjqey*_yRRX@)j16)*^{v9zTQ{ja6V zJ$)FeiJ?-Az@((417ds{73INaBId+imcP`Wu~c9jFXoK6nQsR(n=Ay+N$(@=`M_f` zRme2@su=OfhDg0iP7WbW=JULP-$N+^d)9$8KMxc}vnf|h>Y^78!KdBu{wkkcy2Sx& z+Vl@Fe;4NL9_% zf%1wiKiqvH4tnAwaK*Hy;;hv-Y5`mXZrja+9ip2*(js0_r;Dnd8t%uQ%;kGqB6G*o z%*?J8ts|0w>$BB8(d9c*G;ZtdfDynv#-kSz@sp!k((FWjo4f3jMSC`~0N ze`l)0ykpYc3-RMM?e8x%pb5=JE-U6^9iMmk0S7yIuE_%!XFnMN3I%7kt>y3*~;XPI~!+n>?t;vfAnq0 zl1pFGIjMfs4M7gzUE*9rkbS8#S5swyA%MOlcTHX_0m@w~> zURHJbEoJ14!FQP)OAd3z>96y=`M?FeKAV(Nq+m{Uqw-Nb>WyO5vWip!>c-Bh$-&dW zV|;po7ptj_hjY=8ty$TRdGcy;Z*9RN?teAy=(ntRX4Ex3c-EUDYM` zN3q%>*L_%eZisSu++vy?47K^uWDCwTtN;+4&!jx8ZoA=Ti2rn@diTCJ7gs`d_2}nP zZh&6@Xr<@0Ej2q!b@j2xPapN~cahKDk-;|$Ib<_rqREl{;1|%Fh1ilPnS#t%H_eaGIT?=YN93aWBay$EQa_pK zs7OEq-Y?G30I>e)XAGMmQ*-+A4BqSngCe~i1)mV)7&bMh>CfPw;$RCUvQc7@$kKZ$ ze7bz5%_a=M+1GrgIFlNHQWM0Mz-2t<7V#;#lsr9t(+4K>k(mnGO9o?>Wup9JrJ@R# zlB>w)&}Ko`W@un8x_oAjOw<7l0LxY4vj;SgnTo+(2WGj97N9^2K!)VVZtx4i-2fqf z0;B;G1b>IhXrB>DrU^}*A>%0h9SNWEIHUj3Kk0E^l)F^qf~P56N}0E&?# z0Dm#ZF(D8k0C_OwSR}Skq9bug$7}PP$NZ%G^$Yti|B?k5&-qFFe`S7aNOwtK*lYZVHK$`Byjn}Rz72RY!VcKHY@%c?^qJ-rUhAtiMn-A@rdtIfDZ zWUr_?JwRZ&-m>Ge@XNgR=Tgm=_NtbhT!6Xxugq^v{%_6Su>Z2rKs-P<)aPSj#d2hT zmp>@ot`Jc=tiOpNG~hD{I#Q+$84CwyV#Tu4PbzUJ-kw5gsXrr&0T*D(+9V)CRlWiM zH6~b!Q#I$kE-{K>F?_`%X{!ZbPT|-&kRE#*SD8egiUFlGXW$n5CTa9oF+^t(Vf?w~ zv+b#NZ;tapmA+lT?fK`VPIQ8+Op$cM&`Smp7{iQZ_=F$ zZ7WlBPMNpYbh=O9llY};rFlLJZE*XSmE(c=J$x1@p@XkUMt~{2>UC^;?x?<$N}7zi z=h1{9$o6*6Gq+%+24M2%ky`az&cGe2TNLPPxtT>SW~Fsr$;7Xwn{*K5e!AQ0=}zbr zJO-a;=As}Kw$+9Incdu%*+B*)N$})D%0LCq@fT6xw3obx#>W)RXM2M0PlKJ?L3O;w zA-<*`>-lSKVX4E__STw*8f|<|0rQvb7S(B=xCbDTZ#}Nead=(%QQ^B+-gBFcvyRPp zeoeJaZYT$sk3;*UF#stnYr-hQeNMFqBnmoLd)fJ%GP}sae=YU;%U_!nL@7Wcbv9RE z?jYPprv=Y)S<_FxfX0_P4BQ8ryQq+LGy1F-05R(>vU-ws8ou+*Pzc(S{!LJX# zdCsYzJo9c49Qv}Icy;&+C|kfD0Z(vU7oUdRvLffg{63SxOQ(}hoktEv+6+P$IZ^wQ zYz8wYaC_pEn1Oe1KO}zJvA@Afb>U&EyOU?t5@cYn8LEV-$+43kh!$wZ%TDd{?tYGe zwx{M5HUhOlAy`M0oEj(3gQmP8AE1zx)#1Dtq5tVwps3*`cJY<{f*0@n3 zECC!`F^>eExloAhPh+pEaFyG@m>wQb%RhoUb|({@YAhpLo1 zq-4?W@u(4EXNi>f*_H_FHMTju+iMREw3qH=C_Q!HJgi8)ay7MKmJJ*h3*|f6b@-JyX zgk`~1&q*i6b|FeVd_^l`%R#X{kNg*@%#bRtXz4X8^nh%sdFY(hsUEfDp@wh7-n#QX z4W2$hZo$dWG`4gRF$oW!AmrZ+paB?g8XLQ)n8g1QrXXjO$hDnx;phdc`-)xP!GE%H z{za4rZWe0K;!rv*H?p(*F&P=CzoR)5JV=*r1~yOmJNX&C6nHfb&@+cgJc2`&n)6{@L0eyH!wg`m~-qb8Jp`&rjg_B9iX5)&_RN zPIcCD2(V%J$VBQ?COsm9@mW*?FYJ5!+U5$Qc~}`I!?j_1fDx3!#GP6yieG=kO!xfG zp$`sC_Wg5`6Jlz~>$#xt>ms#0zSD~YM>6waY^zslbJ32zA&j0ZXv$O0fjBfv!Yt4E z6R!KAvyu%XLE${Cpe&a3=SURl`HjF7lNxZ65lAD$HLDKTC*eu;OqDItv!suiD>RJ2 zVd?H=D<%S^AhdZHQ5U*YyWV``;;$h<@!YF4JC<6(+hY7Qnj#{F~mLKm8)v zJPC7aL$q>nviW53R00$d z&cd*p9`K_l$jR$CAOMk|mQPhAE+Hck6cYqbjDW(0iffL~IL!E85zibWC&>RGR1?$^ zsEVlma=;?|<-q?p$6p= z$N4(2mG+f4@4BQmrpT$%4qvo2{-&xseqd_{j<8F>#=o&8*bEb98dibX`<(D)n=8_A ziI6xOYb%QIfHjznH8X}mo^1)n*#H$d=g z5%xbirJuFzU?#lz5Mj{%Y%I-RV@)iPe`YfQ(#>7yM@odG*+d!vSxTaE@_=nVpA!xA zce#Qb|Gac=q6r{4FbQFN zbMc(qf@o@BSH|6SN9on6Q!k-w%&Wbr!d}&fa!NNMpO{21gL7&nLfhM*j}KBNwC>1i zBxt}v(4?_FWGDb@>+NE`HIkm0aDo)9FDG#X;@+If4RR*^gU&V_-uZeEkY%QsTH)s= z+$%kof5lxF1y;V)Z8ACbl`jZ*c8lhOXCYN!{2eqxp{%YIjrg^!u!2C*-6yf)*&#JE zM)Sj({X6O4TFxLHa+BFuX4s)B>+hSO8cAVoAz z*GzYu4BQ5V1*AwZDYlqQL^~xAn-daVO7Q#~e8A5DvV+2QzfCfF|Cu=hj0TP-RCL#q zxC|eS{aqM-FDp^)kbXae&piKgPG&Y_FBi;UtvBNKe2b6*qkrNIU{WiNic;myh=Ts} zKfq_{IN*uVpmZVpzy5bdnn~9 zmw6~`Cj%*DoH*LLXkl5W0ph{;CPb^`YN{MuSb`K#ENR zV|x(;>m=M4+c$t(hHTA5G6hyMwrmpo>O;89#{qVoKAW)w7@L=?&vsDz zJ0PjuYNI3JHjZx@sN&}w}?Xih~^WvqS)xWb7M z-1a2z3Sa=b7tJG(=i{+hv=(d<9Y~EJ_4qZ5MEw<6h5M&^If_@VMFqdjy zm&mWC(T5t7y!5ltye?5&O+#dgLUaGy$yMIUs~K?Ukfh)bBK+;)*WeAIAcEIve+u^ z&+H7N-=PgI#rxTeLO?OH;S5o&Y8ezYODbLOmBgt14tH=Dqfn@6O{IiaS;9~e+3Es% z4xwXM`wkRo4m%~(RNi58?kLgFcgYVF^F^eeBjO}2Q$d`2PabpKg2#HmXfz{Gxziuq zaD0jc#9)vBuKY4+j$N&0MT*eoHt}QVpGm^~=Wta8Px)iJ-yP%c&uB@j9C#5v-xX!$yw(cjRfoFhZ4Yxw+8 zpRU{?>B$2+pQc!u#)25TRVot=qvz@W<=yBp)u(X9N~zR1iL>d15?WD8X(3=r*{F9J}uFPThG!yUj71&~*DJ8Z&eAq8hNWywfkx>bXSpfWX(sX=* zGxskVNjLJIq1Kau=+tOK`8PJheVoNsh)ODO1elwi5eP}FE46Y;FX`R$yFB>QzxDyn z9M5Tm@WSEiX%ooR@^?64h3cf#GP0DHu)*ezB(7sBvE}`J^3peHm@Lvo&7m=8Ku86U zC9JTwFf{!E+)Wwq+~y$rMb{TnBsaCtc`5V^AWc!eKdLPG>)+57H`&2vEY1zG8CR{BaBpX2asg$X?t4?v0jjj*DwN6qr~+J@TH~1dl-_| zPRdZ9jLSkit0+QHpNJ!sc{;(ZWY5%Q*TcwERE^b!YdC+b5oMl|s-obj#?%uGQ&g2o z#oQ@$n5;g+E75NYe_dyc@dnucZX*FXm|j?->A6f7TZPbofVB`OTS2&MyK~76_z6Et zP|+u+RD2o;rN+)8B@nHX)=i1_d+Nir&|>ovpH|*~ZytU;0+O##OxDZ*m2=6fTND3wmfthIpzau5PBhxea|nNycsHR#5CcSjvAgVls;P z8>oT@uWU+DHHb$|*&;D}R9YZK-kCXRLz8~ATrpWAgRzuLUfH5Bdld8+fw%dL7=th5 zNs5?Kq*CCHWc&synX)TdG0{^Z=g(`Bml^l=f1cbLrOJLGXT87$ayhd zS2$q?=Jd#$G$3F$hRin$LPw~jqT(i;q4}e5#%?7~8)8)#fcsv6%B$RsC zv1p>tK7cq;l-`}m^_TO~aW6CV&9QL6SAAc>H%qampdv^L<#)SPUujF6$NHDF1?7o4oD`vNos#BAgVPdnA6iRJW@HdoLlmuXR%Y;;Me3 zQUog;i+aoh*!uZJGkqP^1X|}#oe8yp>3_+#Qa09QLM>@K*(c!u#r_$tEonkX-h;hU zQ9rC@R#5qc=4~vvh6K%!H#JwF&D5k()7xq?oQE8q&0H4FpOG*&l#L|XfQO*nn#FZe zXQQxQ?s~5fhyvn^4Rs`mUgRNYvteyFN#>3~&MHDB(Q_J?4uEI7 zuznb9RuKI~k}wtw2$Sw+15SO-SN{%U{9)%~`8zf}eFegK^(GCQcw7vGzzQ@8hNhU$ zkzWn)_51ry3*Xu+rU!F>;t=zV$~%K&Y8Tr?Q`RMNf{J_%sxGJLvIE>HO#rjV(V!>y zZn05apg>M5TT;sjRcnw*{bi}DRyOQTY%~RA7-ZWH!wQK086cbdsuxTN85a2GCTDsK z4Eyt(Q^xABYJFkSBrcV+$d*iTQg{{$_z_lN0`97Xy_)3)sE(QUL%=)*oi+bBqp*(8 z6su9jqYRzm5B)b#FvSlB0OnYY+v?w8lm29oi+mfmi78I=Ad&{x0Ve5|&nh#_JIT4r zt)}Kpq=j%qG_xH{B1lfX&skRr6M|c}sYPgCc0O121A&}fzr!M>ii7y1adIi|=&_Z( zM!v=oh9()EHmuXJ3mKg^tb^HwmXA(~nOWeaMc?D-M8@6~mb6qJQtqmiAOUF=jCY^C z{bMLj3H_sGQeGg#Bgvf3Oy?_dhKATa3{o@# z(!@f^%Lrd)bZ*l;;+dZY$(PIrg`;%^n zyjxyz0wKmFwSsO50<91xk;;E$kZ8rEDNpWPMo3adugf0tK~`+GNZd8z0oLBVAe+N* z;A4}&_i73GBt6O5pizFnD-ZMlJl!05Yp@JM;$)<`D=u-4vOr&FP~Ap$9XHH zg9Jj!k&|RdoR9~(;-ch8OER=s)xckkp~=W3A$<9SjX{u}hpQJpvi}NY8w4vD8K4Zx z$NP^WO@7iM=i4BmEd<)4$%dcSy7mn$fSZ1RfO@+r+v%}VLHIiYAa&%i+n|L1NrGYP zC4n7{Qg+9Wm-!>-_!5F#!(MD7Ytjw;Ei6Awx$Z%_*>VJbQU?XAI!iXTeYF^lDh0ia zXGiWTl$YPSoqw)Ky3!(-+eSchLnoKEXV+m`-339sfm7|NXoU+f65k}6JLEi}n{i2+ zU9k6elIA(!Nl+xDsy6xjKIZKtn&^NxkocNQ8uYRYcoTqqgu?9A3+^n%|Kf^U+hxsl z9^!F;Knan}HyXn#jO7>V?V~mXvuC0MAM7fcFHg8b{nm>>V3TGf@;<+qFeYpT{3`s^ zy#tO8aOd5UUj<}YH`$r;qHg0w{DMr;K=rm8N`83P;|nC!YjK3^De3^h&ZLP7O-9I#C&t zNfRPX4hFh9VH+yaG;&9_&X(9Ot_d@Ig^#9=cD^Gbuk*TgMX9t7eZ23>t7B3C@YK(-UdjB2Gtm%ioT1t zr^BmTVL!Jtn8Q}+?YO~mo%)N1p!7YZ|I8fIy|;$(>WIbw+qrA!?$M)nR;q^Y{z>i1 zy`z1-W?P3_MoGuV&8s~@IAv}z$UBWEP6j%OQNJV@(SSjNpJM#V}Ii6_yi5-kgn zD#LSj@hm0?vm3(pj>57f7*v}Hgyv!U!STC`;97;*eNdeV!GVc0#2R=siD0D`9;KzW zIgvXcu7Q(M)GZbN2FX`^FBfxviByZUHmvBygFXjsP=VH~Kr@C0h_0kVq~!F3)iqpl zY5IB1a&RqjxOk&8>JNLqZ9>yIY2qTK0`>;s>UF}>A$p9WM4K*(%Wwwl6p_U8LVbT= z|CGr>=-p4lOUh6@J!CQxTxQ^!Fz|V)_M`!t^3Xy|blME6OZ>TI?isn7tTF>WwKhkH z^U}aZd*p~4o)IiXM8TKP$X1~BXuWRqVaU&tMcA-drj;~5W~D3gab`F|xR(A3!=M)V z%Ha@-lk0}xWJP3J%n(P78B-Q|45yl#RVK`*=IIDIT^!hGiyU#mQ+p&YN6CZvYbR3h zvneP@|5&|;W&uz*<0WmS1QtBJb*l09lBPZ2lsz zTAN+pn|4~x_t{kB>yyh#3nnu?9dvMHXVn9ak-69Y*)Bd zxeYW9CpiyK9EX4^L{!`5>2fBaHP}z+28I0cF|nsiYBT67FrLX(l-p9c`L(hpR4!PQF&4zpFe;RZKTdK%3u-fw>9Qc0TVYXoRoN&(?wJg(`3$v#u`!`U zz@Qi)DjU@i8JsMws21Wb#1VeB~TQWn8nOe0b}8 z%j+=Q{5}U2o93PJ8{zl}TvE!& zrC*K(oy5Gp8AFFUyYZ3_l;f=z0Gm5Fr{a9#7AUbO*PtxD{qC7U6kK^^Yah8H`X9!p zO?1=RdIhK{GdQdQpZKG?dAb6$fEjG5m~7%nRV{;PYnqRTpj5?PJUJ|`$Rua-gHV&7 zTXS_R#*3U2P%NQdLCYr{?_`=lXt*Bdy@i3Ayv8_=*v3WHMN zyXKeS^~x2y!Y|;UD6a9V!s#dH@N*5I&joej@Tz)4Y~kmN(9O2w#D$^+Ibu{#KOun~ zjw7X=hXT`eA*zS`s@`EZ5D}WTb#X;%E6b3$NzG9=@st6Mk8!Q9)oS1rD3ENae_n=g z_A5jN%26OeY^UJp62w_E23nWzQeP^N5nJbbFNw3DbMg*kqu4Tfla-;IVOqrJERf;z zn%38I>0h6M7$Uy4V#>B*TET&pSd6Q_6MSC$%|*nUV1O}@+&~YBH05oZNUW5L!I7^) zgjmM#wk<4P3F1yxLy9lqdGcv!n@sb`rO1dx1AZOJ(tNj$n}G%(9*$xSq^|aBxEwxr zgyGM*0=P(F{G2}0G8)hU+x*u9!ZeYyatDmNJsgS02w|O#o}jIgZ^54a8~MwW0%cdS zm|G9fXV3%y(`6+wccBTitDduRicA$|VaT1jZXlX!l5%2))8yBlL+=kVcz@#!%Kf|N zn~4VyIp)X3v_&SjMM49=!#i=I*K-WSY|$y4;eNsoH29GJT^huckxl@j1V+!=h>aq+ zCILoU2oue?CFTJBT+EPL@(_4x5}NtmO`O+-N+wqb=+o;VnnyCWUj$(U*5wp+7^p0G zI5{vdk!)4OX**Ei{{1_g$#Zhd-9o5pE(XO7_M!vZeh`+QnxhZk{3J@Jt>eU&H8G=# z>-hqF{V7({jZ3|$b$DitMk_j6la-CDsg)?gESnSfz=WBJ7lF)2e8O^dgJK0IDAOPq z05a4K%mIM;F92WwfD^lvpH?d}IF#O1h_ z<_hVYzX5thr*9qxvYrNILBtuTmgoa8Ky#vlpcV2!ORi%y)wsAUz7QQJ*W*cPeNoK* zO;#Q#lJR^kD|lFo$@@(f39Znxtgy|fsId50k(yDV_p!p3xSNh2oA%esj8-~+bdof{UPH`IpEk~BApdl)cGBIZkdImny3=5wT zms^R_o{d=*=ibDOapyhjp}F{O^&fhno`1O2k9@v7tA+lfl3ixY*{C?T2@oi%_Ri#A zsCR_4T7FTAH%#iArE)2GG#Y+|6csVh3Ni4a%4gFBIdmOppdjZ&Mj*i(aoXBLS6ig2j6koW zG9-wK1Ow~>x62`UKT_fv#>|W`%`y*%N)Y0f{Det_PaU4DEeUPEY_WOQQJ*L-_ZxbI zsQ58eTBaj$r5)SL5NR&X9cME1dfG5X+59qE@HZA&nA`fe8O%9GMhVQBucfPdcg2iN zrDf$KIDP1156t4W8^f34IVf(iVP#GXDIQwnFdG@{GQQXSX?(BMAPPUibauXT!PbYZ_H)T> z$RkVaic8P4VPB4b5sB-3*svpK#nJgM{%JcRZe<`p=Y$-DS5-*z$Mb~&mPD?~zy$Y| ztcbmUs>WFaNIS00dMiEJGR_m>)4$t}0n&!!{A8Y>W19aRoi|aZtp}*!HM<2G4@kil zf<&kS!hn^UZk#G)6Beo?u&b*oD}uHQoAfVQUIEE;Q^tDdK=~>ID%?tCvJ75&MUOy` zb`Ftz6{79e2zIqTMBG<|=>ww(H1#AAOedU{L<#@~Xg^Rz4{!p8QvE}rHm=ex{%jJR zom7=82q4Gk54VUxPS$aIZoM32Hj*|t#-2&HLfk9^Hns$nCzWa9Cp*I>i`)T`Og?HX zIUY(nPT60i#Xm^S_?}2O?mi+EYiqG-E(8*xEgXJl`iO$lm%q+>)#LB0qKD>|j*2}~!^Ok|fueiz3?ZcrS&tI0JoJ|#8BM6wYQVgR>@9i8B7Lfnq5)vNy9%ELubLn&hP#8dC(26G0SUVvRq{FN2dJXS6};gGiOI z3R#+PP(CWF%)n*RrO}{@NNEMJT;>OlkLT+{$ryQ=(j!>Nu!5YLwWAaio514JmYJA$|7H8H7@fJo17uxunX5RQVf`SV0V> zHvOq$#xS1eFL5%a!1rskimww}Fa|0Sn*9OZNq$Y7x;D2vTIArcLp3 zw;?aKH>x1c#2vRYZN1s`3k7{z-s4NzQkh(1lCsbQt>eEETqBL}SzEvE! z`jS!s!ZyXg(|szs26XM+$CyPqMMc5)GLE3j0c@zoJGdqsABsT_AaC_R230eX)Yvvs zf?3=^pEw*V4HCpskH{q$#0BRDB1=?FMVB{6wEe=5VwRnNsR_r~gs)+e9+xc4zhe;u z^`+p(#cN0EI^t7BLd=9xoPS;sS3-ujapcA3ZYCKvlYv+Q`C!N79FS#LOeF(^EvYck zovD1<%*H4ZZIhE>lqe7(#oxJ9g@Ul2FF+4&HQ@$U^;jDQi{cnFx`MpU9FF+}k~BTN zt%2!Kx8jeSTt3nYKYC==#qCirB%)a0+$_tW%wL}eFv~GXdV2CUK!7(SVj?9&xl4sY z1~QH<8^(_}aA^`j{2-3130JQ=F@_xq7ZjTs0eUVSVa6VJv(B$=<}z6NJN0n1gHdVgEh$Utm8H>Fi+t!jV)rb?!` zErEB&uNB}zA6P?%{5F`8V?}Q)&8LMSClZAn9D02H6V{@cD zlH;eCff-@FFJV+Ix-zy33z95Gzn>L+D-r@0o~lR+3xRb%RbvM^T69C&^JvB%@Cy!0 zkzK^VWp_-HODZ^9eo?Ad8X;|YG&BF8-2S5a7FBR|{h~Mk6u@g(`akdgcOj{U_>KmrJBHfI4-K+z@-5%X_*^6MMLxHhw%1d%E?1+!=p5{quA^ z-hF@Z&i_{Hsr~Wm&B@Bsh4JH#*waJa;{p5AQ=T80*wo#S#z~C#lf8e)^`q8zs_9OD zcdPs&pG&KmcS9C*dUe^l(Ank3m!{(L;HW~7e4;DR{mRyC ziHYW*;|V8ub^g7DZtaT73DZ_7Wt>c_FHt|lsmOmdVeZ&ZBU;F*3 z;dr{ZV-l-X>=xQg<9%FvN&DGPZ1c~{UmMCdbfIGYqwGxnN8e_DoL+QveUIq!OMAuc z^We9er*%G*cRC%Dhb7i$7#Y7vAl!C5*cN*!^0c&CBzX%4pYF3_HC+*Tf%@ zZS$(?_WLmBc(8ZHtv$)Zkn2_I!^-wHV;=Y}^K+en+M{reEn#w=iq$}+qJ6`kpFGzz zLKbW4(45Pw!7V12B!&D^MF-|74be1JmAjjJDLiGi)u_{(n2Th}@zQQBKcT$BY3aNr zELOkor9Z%f%Nx`B)?O*=vp;`dc%KmHC1=+j)Lrr4@Ow^t&daoFQoUh3)xg;ZPo+)o zH)J4KM!9#3KFOgn7!q7YQGS>%c^}1D9?WR;R*GY&Y5i2$q-H7i1MHnt^v-y()WiPy zxX}~Y`MBCs_W8K(gO4TYu2qr$j}l9_a$Q4P?X=9<|155+;~Cl(zEN^5k7VPWETM0o zkxt9}TdACuIbE{lS}tH{`@f2A<(`JNMroOIC0qZqD3PW&Q9|Haj$ml}zlv_LX#yh;euZJhe&yxGdtIeUu5XL zSKR73S-*(DmrCm?BQJSCddKg?m81~L+bOZLI1Gu~dQ+aKiF5IBk?dS=evzy9UWcpa zi~S;PLwgga%WPX+hQgn)Yw^r;dh#+Nw&AzJ-G>y%!JWC$9wLM%UTkX@1_P9&c?a>0 zF2;|;SR=nMB(;#ba+5qn7*4#D*DkUL_5>p5TySgufQ-iFJLf&{-o;n%SI-YWjwmey zW2O7k$%yju)AF8w?Hko`mCoEe4-v5wFTXX5b@@(vGimk)1}D-p=PhQ^p!~ZR{#&m| zgBodvNrSlUCNqT32o4Bpb6c(%-g$U!p^d|fOZ?lf}9bJauSm@o_x40h1 zbe4>0_aeQPNWb;82T|h_5o6Cg9AAq)UaZe33%92)goKf6wY6^p0S=>vL3-Znz@g%+UJf6jBxIV3Lf~lPWd((k)C)t4D2=Gx4$zn-An}n+~cn`P>~U% zc1w0cyi1UiO5!Ex#w$#Zx?cYkwnEJ(slOWbOYE+un!I;%=i~7VjrWb(U%yk^_?eV0 zGP2Ay4E!0jTghw;?18*@6c&q$MdX(gTOGhO{GS-+^%38?^6h{e#2Lo79hRe4!y-Z(m*Hl1D8i4d)IVc%FDC zcDYJT8WsVMu>NT!hC(^gf!tWGc?Z_Z!hQM6so2Ne7X?rN$5lhFu#mLDD!;JjxFBn8 z!@i`>jw@27?7frfHHk^LFAw|x?>VRlu%~Tk9iLspxdegRB^czrlRLrXZ3|%o`|`~vjyw$v^KV+V zY~}yCkR~@i_d?$qg6jEabDeof-2m(DYMLcbyc4ezglnCi#4cbC{U7I^9-bb@Z{N)o zL{naddwT!=HTc8#!f*Hq)PxtcQqXACca(efD%m+k5-dLyyQUvrMm(@Dt_T>aL z{xG}q4c(E>NKVSz@)_siur>CiW3k=kb0LMrf`PELl|OCAGz-FfMu%IR4CRW9PT^A? zZFd|jYEzhWB8-PSsa(Muvo;r*2(v4&Y3S>h&po}~3tZjjPJq+{Jd_+lU>ZtBM;?pnr8>*y%RFA~&4a=Ihc z1sc@HmnCHNw>UgGc9p}gAF%ME_Ei^{+x7OU#P{P~-t~^6F$~2e5jg2QiBf!$;(VbX zAYOts9Ls2zP)Dk24HvbQk^&SsUMMV{;EH+Z1}CpmGDo~ypj_dt$;O>j;|jq2zzl?A zPD#9uVF=)lA7H;PA@?8ooNup5=NYiTF>?aH(@fYIABeYU@3bpA*0*~`!I%VJn;ld<4 z*GPd!Y@|I+Eszo^5++=_h=E3)Qj}2eOse)d#W21}xV2o1KgWb*xd=N(0H3`e4_T4K z7a1WLC}KF#RrTzP5Q=FXVx0E=!iGA`-Mynr^A>a#nApPT8L$3bIj!01h|#&RrXMRR zLv@T`@CD-_3`u2y@D`O=U`ah*l)W0fI1`DTw3N-4_EQT_9Q*Hlr zF)dc%QQ{QM{Sp1#@y)p3cxh}P6sp+tZ6yt>{=2Zb2TbMQeU0I@Db}xz6G9zg{-8`y4$u!w);^9hvR9{?Z0A1;!l!6TX3zV^3cQEBS3F!=&TMVD-{+PZd!Bu0P+6dwnq@x z%&|d;9@_AwI^3sDxPGK*-z`u5>CkeRz0+YbIh2|WgWUJ7P-xBem_4j-nQ5lGgBTSp zO`o2gji^F2o4(&o%!KWXDQz~a|SI8KMy0Cuob(tcfiA7ogw z$tB2mylbYs+Zbg{pp6h@{~AQtky=pu;Z#k{gQ7`|j@hooQp92KII@<_b}QCp)Z- z$^r0F)&0f-+dPvYEZ_cs%?%(j!uslWUZGnpuDlz9jTAA2;))*XQXiqA7RGV-vV0NfL;fzM*bJU-~1i%Ku@a`x^B1^S45GUp5-B1J`9^F(_bdB12k zHRnNU`O^t~JtH{ODr3w|*aF3meQsW!m0J%TIM2V0P2yx{R>^(Db_o6^;w^DfJ~i5C zs%<2*l+Ob!x)eoBsvK(CtVWv7-f$gM3(OZbDk)m6nC_yOIZ%FYdQpU7vk>Ou7rh3P z?B%ERtKP+-e;X$z>-E0DVxjbll3b1-mzM@YyT@dooTmvAzv?G<$}%}H`SCjtPP7zZ zjw^PQhpDx{wO2(CP#+hv+r)fgto5{9P|6B3YG#DZ$6s<=KrHfioomdks4;hPkDoHpxr2StXQk=6L?_kBNK8f}q(bCzEK9vI?%=3`s0U!MMZ zf_$c?JZO9_^Zl9_?-K+L6pr=Itr={q?X;+`W-nzl6hCIYp=irwFHN7e{!GGgr5E9N z6$!DTV_g(qwP1@&j^6#~J3%hpLQ>nbeY}e3=y=+flf8J|mY`n4)P5=Pfycr3dd{|S zhoWJ2^uGRB;g9Pzc(O!z$7F$U$yE1hMqk9_%ihWodPZpQD|A*{o=q^~+~@7jwF^bj z)EzCl7e|g^`+aXy32_Kt?%W!H?+QC6clp`E%#RFq0j`n01A;JumpiAYp^fbAvNg-= zkl_On#fOe8>Xzd!u*Ne=GR)4{wZ$OzX)s|$DB^k4@LLV|I>5rLbg>$L3BLL^%WZ@n z+I7|VS(l2EK*Rlel(A;9ikq0#H(BdZgQN-O8IjUnc7?G)rm#yepR-8%rAt7VwoU7%s5~;Z?Em*gDj=3yVYn^8dLHdY11-=v2HfYvC`rB*e5xuo@ z686UD5#_bPzhT}^9DT6a@IH=TT)I)2U|;a60J`&;9TxtsrZvBm$@OB0ex1hK>hE!i zh%b^-s0x>Y{i7~DQij{2qEwR$(%J7|UqxnrExuPts@zwL8sR?(Wq#{FCNl!3u!@s{ z&?B~KyDV zt)OECky(y^O4I7Lc)EHKPlMJMfnN0bdKg{eu1zRFUngRL`zPfYO#B3wOkmD-UUJvX zcP6rrVC0VlvwyIBF4W#!xJ>^(YSDTclzIR1{)O`PboIToY?vox%1LO{`_el4eMH@p zdl)o~+o02`%w$Sct?MQidnX>-pOrxd`MEdy0lm3ypLc|a-i3%rlt1ibtheuz;+CK$ z`bAdTcV*k$Nl1hq<1U}F=xL$40s1b1en;g`*if6VRXpk|`RCPR$Cw(%c@xcZ3*@(7 zzBabGi-;Bkog0pwqq>M36gUioI_^;>+fW{QEl7cZrH8MLFqej8UG zR^P^O9LTFpa7&$QXd0MxA!R2^ z9SmQg4vriXcoP#MU>V!Low46}yZ&;ecIC#g{hjDq9}K?oR^PCVtV&57iWA0?NvC!p zQqixPmM@LRpwO(gh{Uh$5yVcM4q--UlfFTEP?oJwK0zxQ)(X~A5mCA%%we@qS>Ne; zzLkq3wy>%C_x7O$U?+O*N+|lq*+P8-{LhN#PG`AFs}h|^P_o_dT@mQT5{xbBebGzUIWq8-B+2<^t-NnwEB5DFejG=DCq)yxKAWj zM=xVxHw%~GzL`jHa8Qt6ON7<-YpH;cgSNti;IUGfjcK&9OAZ+$#$fYd_`J zrCKqbkCLLPb~j{(VSVGDQ_t$(Hx!Ub>g!xCK6dP?P~L3Jo{Bax{wl$Ha}fMFF$;53 z%k{%9B-Mgy{a3is;+01b3!0MfEJw!$Gx9++1=EFA0(s(n;|Jih?ZrKb*|1g#Vk}>RC!`ei9_W! ze*`DRMYaBbD@xn=9YUFB567}3rUvk3*BerpUpz9+ULy)7={~e{_`v3~#!l8|K4wki zedPf1s+n)+pSsK4d_YVNTs1f67)~VhzhJ2H=ou!D%PQ?6kybbq3J|O43WE|#FTo?m zu&fv7>BF?@hL*tr^D_DG7clB^k?}T<^12yE**&7KkSWJti3cR=VkRuJBgGnl-J&2& z3w;8^x8z@RU5(>0m1IGxi+8=>Z$)5r234TZ`!p|K%P{-Jui#-m;6SQ3JI(u?A=G>? zfEjuD6>bU*`aNQtu`syq7?dQhRJ`AFM915)BqqgFPn{i9lD+(PH-0HdU1)4US+BCO z@es>%fjGJWZ1c-lEs$xjzv`f{N!eh_qdDxXF)D!bJpiM-Ao0rR73IUyB4bX;PQ@3e`DrsY z-)q&_UpS3lRfpcfeVFRz+aO}S?^n}ljT)WY4Qtf=7XWTCw7mrOhcq%4cr{MgS0~gg!pk;W0S@!D7)jKbP*HuI% zzT)>J83)@i*YVZC%V*PL4k%HAgjzpjLESH^xDdeiBs17yq8NH_6>sc__Y`mDAtsQs zgmjo|70zEDCh@zNq7_LeN+~)cKGu9}NYtdJgcUcWr+-&0ER7l@rz;cPn8pSB#AM+a znzOUN^#@6UPCDF+%O9CT5cx6K4s4A_F3LZE&U;`M9!6X+;y7XcDjFq`+nEEuITEb} z0r{H`;q{QAto0U)z_g*y1Q9JAbX)|zkI`%+Qt~OA!Y3cvKz2X&1Ui`F8{g)TO}F{2 zZM9C0mKsucIRkk_;!Ll!Ms+eaUYu0%2+3!+^7W6e!zJwD{GN;qQ>ZE#DH#Us1DE%0 zVxAhV{-6Y9>Z?Gl>{&^6hD7ce<|tIFYFCB7H_~O$PvJ$6^Ji%~)epR5&=OizQyy?O zf(Q9qY|-9S9H`8G^snarWV4j;ZShNOv*q%O3x}WQn8|i`MooLh-gHe}Q8rtz{pR%l3R7jx$hfXv>E=*0$7V}=I9inF%vGjjLl$Y1#9QYj@N zJ$LKi?T1&P$PnHR$Z%!-;gM>w5mJ^AeX5;VN-4NR)HsSd0fr)Zy-R(i+O0N7$&ldd zdgtI5wgr|Ss59>YH8FmHyXtDTGEXnKUho^J%B9oG7+e z5q{S~d|l2%%i#IN6yHNW=sUEXF-g6a4pmZl9zym5;R2_CQlRhGSrB~g+>QSvrtMdx zT)3c7=;^i7A@%)`T*N9?UlUzqmxZzu|fozhXO6AF)6kW#v2b4(ZYX)+2E zPd~hAM`+7JbXB*>&6R||<^Ud@K#Z^j#G?<}|IiRyn+Q}o@vSo+79Ee8p7cG7{xS z%^TCpIf2BPQ3>6zYHou=9Ntv(#)N{`J?H!VD^g%)6u44CHU>7m^4h2~Lv(!lMrN3t z0_Wb9Dt8bQDp!V{P*UB#;-(}eXv(Z;5=kx+37@i{!;4#4Kd;sN|t(f&YW8Z;p|)M0}971fn*)Y;zkF z?DiQJmgKTmheI2>7O6xb=>8QmPttWu_FfBV?K9m6yuh^{Z%yoRrHmF6+}FYghvSnw z^;j3LJA8OqukA3}jDuJ?4qQ3q=ml&8TgCLk#n?8-40jsalYIHL6&9Yb*x$_}s^3uw z3Qb=2`rF})05C*F*S^uGqFMUcScbGG^lB|A{wJHuJ%lkYV747*I)`707DXj28Zk*T zeR5oR!=va6gKpcsR2tW+Rj9Oa2=INqD)5fgs8Q{yNV8GOeFobjr5}AFN*(bpBgE#g zEG@Z7UaDk-+5>k?Fw@l7?&(EMMI%Y6kxJ@lc8@ccslu%;1NZQF4QJ*^qs0A6O1wHJ z75B>+q}N9?>faaUZ)jSq6oXW-)%|-e2)r^^0B2(=DEH*Vh}Qe{Pnoqd2PVvTn%q&{ zDvizN2#Mau^&<`dC0FKR&No3>S7wHsI_Zc(1$6YbWWK65rEb?fz-N2UXgT2xQ$n=Y zQPaKa&%=-lo_jGI9pwP;PT-4A(4&k#Z=&6pTSXehqw}Iv3QYX1aJa zWJ1(VfPBGORhgJ|dYeedc>HstsR|Q>Y)nYfe(cE`X$3;O`!}&5pPfDUpVp}MG@EaD z`G@Ss95U{a^8{-sKW0$;?gD#V!qQoFi!fM*M-S&d_rd{WeJp^o0|kV{5J#+4|=jYt-;kMs^PnUe$zgTyfPZ> z#Vzhf+%ZH^f-5Bv=3i&xSz%HAYeZ+MB?^G>N8r z=Z|jl(J>i2{j3f1MK>o8?q(L}e%EU1Q;9lHd(Lh?$eeak)E?48z&c`6am7aOwxv%DtyJI753oR@XO$Q!EmW;MysB66`-dbd1+7YvYZ1 zZLd~fs?Wur5taOL?J(c9sp#22oa6hw1O=_)R$X5tpyWCFo_Zmk@9}{B*iiAY-K(tW zx-p7I6RK?Q0aZRfbd=QEP}m;#MZ5`Uk#G7I^2Kyw3ME=Ye^W0PC@(#g0IXZyW_u{& zeOAqQ(jk*G?;ho7LT8oQgFCn}J;&F!RP(Dgc4ux>c-cT+qI81v-lkA?Ez8~fhZ zl3>gNP`nHQosJR=epoSuG)P*YYND^2sEmt;PI9HE@KjB$;sQ>auUD`~+&hV$GXgo^ z&Pvd4jb0!5y`Q5WHsW!eSjbivG&q)I##b9^TbT*@54-)Hp6jc{onrUf3A;^>2ujBC zRQd;%a6P!Cs&_NBb#TYOE*{s0*JohE7=pA&U*)VW+mh4BHy!f2)# z+|CE;or-g1%XE)Amw-l zY?qy<^>ToD?%;3NTb?Dr*i#iL58XS$7uu~U@+RFaYZ~N;?-ul)zwz7$rP)$;uGF%y)h?Fy%V(gUM@HC|)@tD=M+Kkbv~7WwbkZX`X4iERtHo<( zIau-wWqJc&`||Ez9+@JrURo@tl#(=Mi&;$4``ok(wCK)z zWiXy5c(ROl40fiIc~D!P^v{-f+s%Vp5csV+^-$7Te_(x_ZJV`p+LS8QhiPX|tALo) zYiGC9DAn3M)C+EM`V+5W)<8$u*)b>mu2Ia@uU8IVPj~FS*$B+z11B%O1*Dc7u9+8u zehy!0vMXEAFg6u5xSm<~@ZOhL(7~uTUKuXlQHM%Qtoz;sXMP3IBY+^fDYteXJ@Q)L z!YS^f$p{spk>Wf!pkB{r^8}CAG9Vzc9Bqj9=N;|Z13sa4lY3ffd6SFe7h~@9*yvc& z{JgthfP}n0*=dm$_qbI2ywanhd3(&~3qxvWdn7jQYgOsAt4(;E5J|hV+zT%NWw{HJT%=ljsNgzG{t>T4#v*6MfVK-AcTq z5uhvj0H2@aUu0I7Cg_LZqmw-9gUbq;h-4)YY7Nye>f|3ao1!Va8&cqf`i&*^JusC9 zKfGXeYCi(v<~FXf*XDe&7ECzFPdSkS9`a1mNBq*I+nJiCyD%lDtggCO5w-8}Ni79N zbBanZp{yQr#DJZv3UgMJKq6|i`|fPqEm4!QRoWWlb{^e75{O40^$-v2H4Om_xT)FsqSIqo@EuZQplI-f5 zxs0F^=>54=gj7Il5DUPrs4x^S!;;r_`2*qYu}7BJut3}bNl*;iFhTF@6y6$)P|uMv z29XQO%V1wuuW+!0DDS}=nMp{83*+k>f0=D*0aFHWFS}?urt${?^&X=olz(^knk_sx zwuy@Ti`26kWalo2ok?XM!l*8F?6m%#@AObU#C7XV37_~$?p%)kC6GwUNJre4)p)68<2`gmm4c8QBcdudZ_L{;u*&D+`H#wcIZ+d{0X_*@uz z@&g0_RP01nfu&b3n!c_Mr=ERB`oZ$H-1|!#V{v3Qr`n{cuE%}o#(DgzQYm%H?ZiIi z<&S9b!aVKDA5se4T3jy@3POdRyBg?)5t? z|DszBG@avho$Dm;;=aLrAmN6r7kMBXr}Xxl ztxN}A(O->N#RytUnvv`7by5PtiT0LE0KOmP|HF5f&Py%%V34b&w4Zkq^E~u9vTP7*+{NtLvdEd|`N9 zjMgUUm2I6-na=4mT&+A_UjvOsqy&drM#_p}MkUlnFhj#XK9ihCy$+(-t42|G9+zPK z_cPjKkdmgyd$>mBE2jea3C_a%+$a$?Td&tKUda$jDthEFkG~SAyP2BmOMeNboa@TF zzG^^1Qpw)x=6F5s@8IvXj+U>;xf5gvQ(vmydv+|gq;OQUz0AZyXZ@m zBbqQtyoApIx;RR2oO9R1ZCXtGr-U2y`{)nANU1^pNO-v;tbn?92e=LZ;sj4rX*EeB zR8xN3ZzTu$)aptDLTUKH;YM|$9+*T|nT(15L&6X;2;a@eUSPsuzkTYe#ViSfM_E=a znU%V%HEm?`c~}VM)?li~8kGEpV|%%!TVv!LsKH16sMy=IJ#I3N$rE_JK==tLyfguh zA{KXq{};io<~XX6c9IN{@*aT+-Vo5uP^kzi_s1SyJ1G%vRtuw#EZ9x_5!ZmYSVceB zh@RB2j$D(TQZp2P6IJD1pr>IU#%-j>_xkr*uQ%iQxB3^Xx?L%aSTjP%>L>r&;y7Ed z9hYB)=~smL^BB#CLje4W*O=odS(#$4OjqNoNO`yte8suQ7C1`hhM0INvyGyM1M$;m zb}#@LtH>OBbP04_x4Ov9$W8y{aIV#a0T3Pbu`PpNEGva}}gEBA4Mu$&RO6>B_QBovfV z$l-g@S_l_Q<|2NI9kFC%~+UYk-DN>Pnt$l_s9J$7}K4RbeBknMt{*no+w2YJFQ5o@s^}Y`CFEFT2E*c-ZbTR zVFH%t`Ly_$*kGDfe6^Tiik+*d_3I6WsuWV94{`C8PGz?NJ0uUC^;4#m zjkK8N$mizI@f|lbiAg$0hT9ewYt{D^m68CYY$?_ycKPMnTZ1|jR+WS3W9=RQUrXfez0UQ85n=ScHun=QWTT?G!2>k zv34P7e`Jgf(7O)Dk#wUW7={PgSNSMbZ_97l&uW>Z{K68eh1XKv*D9XCM(=g3kdm$u z_4Mh3EINXoX(g!uv`MmPehxFscyv>?r zK)XW>b$WS~?JhvI4%LggS4{P}gN?A}m0o+*9bVTTUl+Pz@zGZfc+i~Jn#;iVMEaGq zKp9P&D2rw#5L!yrAq9hCEO|nirb4x^30Y(MB!8yM;F#n5c0@(OLNLk09s0~U9!Kr& zibAH=mQ^Ip-SYf%yl5q#q>RsC@gJC70AOZW1t@D3xQEbRKK4=@cPn^nC{Jl3jl0R7 z1`{>fUsfSKm2XB$iy}>bRxJn6{}H*miJ-g6SlV|7 zP_r29c*KhbG;D{glu7HK!nk@uWx4SS=g5M1E zxAee9RIeO9;%bFAxspA-@RggCn8X8aNHLrYRiA^ZqD!kF?UXV*4#~K=rz~o5YWDY_W#KI?5T-zzvN)-C)!X9HvLEZ?eQ zW0I;Am$G6GQvx{IC_7g3P}47_&T$;310FORkxVJ49jI8QfC*Z~js7UD@znZEO)!zudM#ILqw_xnx#w0{V{dP8k`nZaiW9|OKM#HX$Q<1L#r z*yhQkGI7cCFALRadkVlawFkwTlG*p6zMSB)vMg6GEZT%SPpBSLR$ojQe#Ih|uIW5C7HCM(tck>CVCsg`=lNf)~Zs9h-D zx(B7p?wwz17Xv`;5UEw+SFsprQ z9a1JRR$3OZfpO`V*~xyY9hBWDM|n_GR=T97*1WR+LfVY*DG1*^2LBm2^;z19p} z+hhx0OQt@SB8J`st16PGv(LzGoyX_uhuEZsEt%-6A&HHFK7Nf2wwj*&r1B|c&0%Qc z+z2o@`8i``fS;9%^%r)gy2=Q53I&9M=_{>#3&l0Nd_GA>P2N-HGtdD3f4pnv72GLq zb3>@7p=u6bX2u9>BYJuFpJ)^IN6?+$i~Qelk7V1k{J~>?=(}c`3#%HAVj7OBp-Ivx zOGeBp82e@1XQoNNY#d{g4$+7EK^NLZ(n#8)dS6)n4wHBlS{lvI!45z6!LEH?Q+#?p zkL;{8?iH~KXX=0d)ML-a4h$z~z7LG?h)ng)lC$Oz5nNWMA9?h6k}dc?RZ0;%*vurkrVo3h!E7z5Tg|J>bH0kVY#OF;N^)BK%m2=Ld{1$g8SI#FBCnl-+cNgDw`f6Q#IIs9xH4p$Y~P zw^9GPcx3`FYqlLkn{ktKw0#1MR8ArOsIW^oa(S(t*{V$ftU0@E*IRIF)DSrZDr zb64WlxfBY%1!Bnuj1(1+)V8Fqn6t;oh6KAKq;-1j%$Jj!+VW3F-gYb{2n};@Z~zpj7nHd+_@3Z!cQRUZJY+cBXRqo2~0N2n#JlK0415=hLb^*ya697Vm6}oEa&tWXmkbrkKkM$hwE;lh?~eWp(5+jdXGebb z=XU7YC|BIv1t2jQc1UrB;;M98y(c@CEqY>_^$2cuTois_&-(t&muCzZ|JD=JA`81?&qNW)JBqTX&G z8C+2mTn19!LA(uK__F*PCPA4WkyTFAyrA5E@n?3bln~HV;kge@aC5pT4lXJ~`UsMK}h<$O`o4 zkPc>P8UTm8Y+8qtW|Q7?=7smbvQ1MlijGPjM=_^)i1Qf_Ta`Ld;> z2BsUW*S|o!MAQO@G2PcG!iNw@u>v6>i2yyFRl0dsB|}V!%PLS!`qsi~ z5QFJ&cB^WPksdl-0a^qHU48T!LM}(qKxz4f$K6b+?lO%ffQ@r1kSiKpm<<1b-@8_x z+=Z7Wbrnox8lksv544)Tsa;qmG_uqWWb(M1LUVSapYG~b;sy46(Q$c;zjjo~L9lC* zwLx72NoOFRhifRbiQ{!V8kSc%!7#v6+U5LtNx5-fya?%_{?uR*h*nSHvQ{$^edv&0 z-sS>gt?BNzO$n`Wp*ojSlCk<>wJV;Qvl#^HWTEnTr9UctE)jZ2Q!s=R7V6m?=#m0j z=!A3ZwOmgH^EfQNF7X9sMrgh-Fgqu>ubQEzEqLa6xGl$@_xxx)6J9 zs7PrBX02nS2pbGakuwbw)ekLH=jn)EZM`@qxjVC0@iRfKu#y%Ln+S`3K&Q4932a2MIzWl-#-agOJJYV{R)CtX7673CpPH}ufP)jhk>G)? zkq#)aiiA8u&yu;+_|lN!9~AJ_zW54>(}d^w01f-6nzo(^XY2DbL7I?a5d&Ab@8lF%)D91tT?D~Hj-W87Jfp7u_9G}%!Qf5mT45cpUu+9c8d zZWPU6FP7~+2E!}kpR(7dAbCCe1!}m}+Za7;&BXUWjvDG=r8gs;T@9%fydLceL5e;% zPxsu+CkO$t3C<5(Z4O#@gEWeZ&x9&{oGeI8At>}5s3i6wmwt8c=r5+usIE7Shwu6l z!P-*@-O?;1?WOlf(K78=bCD*5->gOJk#YBd1?(qdIvJTrNA63cJb^Axz0#dJ9GA^A z69YTfL#sUtZBN|I{GR36gz58iH)2N8(WvMZ!!PCXR}N@k682F`9!90X0!nynH?zt< z^(>qt1=K`N?ss%N0c8>^yD93G@8VoOTkb{l2?M{I3ebdZwo!|@)yziG7{Ev-+Jv56 z&ED_5Ne7*}O6#OhCdb zDD+?f8HO@NrRXKP^pRZA+t2J9$>Ies6v<^xO(Aq?TE%~#dG=}xJMWMMBrUTKSZQ*SR&6s?neqBXlG zSL7x2`x}YMGjhO***&PyWN@`iMKW0<_5wB4<8#AD0`7OGz`_#;j&->)MlcedjlbD4 zrAp(B5cB1UTFyFjROtRcFE!^^$A`1!-gkO{OBDT1_w?mFa}RxAqCW2rJJXk6Ge4f` zJ|8l@pHDYG?jWxxKVOngKi?kt-r2qC&&=?j9zUP>&OIhu+%uH)CZk+DavlxLRrtNP z=d!Uc4?$^UPUICFNWu`zeBD^U$l5bdd;*x7d6hG!)OOTQ~MQsiCL zu^O~7V_&_7`N6esz<&PTL8r@3WBspHwZW$?>`>Ru8(j}!Y~%OV@dVbo!kAoRz-=vP zq_KMZ4e*a+orSdB!mwtdrB9pN%EQdm3=5;eqc0wmr|B57>XWcbzi+B~GY;{tj~Fp| zo`0B4DyTgV%S4`Y*|3?Vc#JzRtMsi=QNc8o#{tz%MS{wBg7~lL!X^8t{S62XTfk*+ z1m~^k==!d+|zHHDQ2%KT7j>ZU``>TmjkIOXZ z(B$1b|LmVF{dPXcllO}kY;L_AdjrOr7Mr4JMSBr6MH4@A&XJ`94;DJ zzgs;T8Hq7;QYk_ardWT_K6Zs#leuIUCO#TqUqc|39`P}>>IU0pu-~erJ9$5}J6DAF zZ&4)v#~l#S29i8^C+OF%}xmM|r>rdh+yj6{6w}fZ|Bg znAQKzZMU)J9@~92NOB(pC}eDbQ@j1pCk6VZE+k%9umungLrtTr1O$llp6?cRkV9bi zU-k;pIgjt3v27T=+oLqKiCf@NfYk zcD>6BV6a2=r|N@w#|A%RudLrvCT(2Ez-I1iQ6>Awh?BG5mJ*A^)*MB3r!g>Cf23(Z z_dY;i{((hA2ktH(444Wh!`BG2@RbEE>qiZbwjwqBVXKO6Cyie~jZo9yd=AFEBhRRh ztha_%a%b(?Kxz)K(jElEb=l9k--cBp+t$CW=bz$4J85KX_>88yWFa*0 z6X5gnD&v=j$np7}t%8Uxcz#D}{C+YyLBYRo-32!E@MCi^=7U9y){^7IMwF8O;YuUY zUBhmZlcr3y#v_s1U(o`UQ^DrXVLPBsDYq3~&NAk#8n9S8WD`lNV?LhXfcVEhO0v0x zh)qF{Es_jA`Q+e_kTo=XFsNsIlW~fgtFAKhpPxes*;M z4O-=r1P4m4d$cPC!R%MN@Jy?Qh(7aqVS>Dt%fopvfQA!{eQ&!DBFLF`T>&TS?j*GG zO*Y-^$GZ6ly8SUlY8aA3zO=!d=MVJE6K%sk+%egWd2E9&>k+0UR->U+-=1oYBu)2# zg$61Z+dg^1lT2{82n+F?GArj)!7fzRrKfUlzMZ& zJzr&D!+MyZPl0*!908Vh=xFy8oa@`hoaiL!X{STW!MD*k{iaVTzg?mQWD z4;0Pw;QVOXGm&EA@><;-j=wDQz%3y(qYv8n=twIdZp_CyD;C7=NoTW%$JzF1+zbMF z)k@QqF~rC0gjd`+IN76D&uvK8>@2AzQZvZA!Y(C*M6Ov-{M8}*!^JhwAE}kg z)cg+Tc=n$Ut%~K{K2VO}StpTli-~1tspmllguwBSLZeouy-Z~eiU#An<}47g5*`@} zhr{IJHSiFt9)UlIYbOO>j>>9k;~&H!g>F2EH)DiX*;X(2lYt0~Y9Hg$$-vLR?#7%7 zKCAj(b#U({iCz(C_`V-&tl*9P@?9L#nED}AdST&f`l^H9CU-^j7_*CukCz;UeGBp2 z<+0-`i+vfg%VX!;2;Tqp?!`IABg|LDH|@Pt?YS4n87tIhDR#q?Yn6)Ni?>4$$EL%0gt6;ZFW>7c$ z8uTEKATK@LzcE{PU0tv*BX`$heBrTgeH4ELd+GAEd3>`t^O9^Ymt9<6{jE-TE-RUb zcyt(?XEPzo*ETF8@We|C(gpu->_7ut!OJ#{NSD!TYmN;Xil+rAw7m@m7M$SUd$M#$1bMIEVq7-f zyCF9;bXmgJH28JEFA#5hJW8=6xE=zAKU&vuCSG-4k*y{o`1!<$+xs})uZ&Y+{qP1* z5naV%;K#%w-TZ%V@z}MIMLzajXRvn%{-QtKXzdCd>rXl5ltzZ zzh`yd^`@>XLU>^(iJ?p}{{LnYQVka55t5ya!4^I`YK>|>u8r-XnP$Z_M(_Sbwr&h? zw%>=}^n3Sa+Fv}}L6W^DgcmzqgpV#>(amQU;?Kyv&6qbXnKvIpK0tmJ!5T?qLnbf? zl%qrYQZm@WT&&jkDN5YRduSB%Bq+!Z(_Rzdot{2;Bjyg|GjVS-_Dv(!do*M-=8Q|G z9Krta=ZD>lt+yyagCj4Ap+oj1T3#P^Rq8h1$oT6zy~G?m{O-tJ6aI^yF2Z{kukhyc zB={g7;64VAxIUk=`Z8&TJM!nC2=V@k4XvgpM}zeI=Ii{E7J3n+W%3l&-`cr`Omy43 z+eFAg>+gk);g2Wb1@?hF>`nMAOZ*vv=*mcy`ik_BWkR)2h4T;b83FLofG1hx9gfIFG zT&5hjh7>qp<3dH$gTH2s=sj`G2&zNpw08^q0(O{3_>%p{KQdxP5mR=f^1K;tDVch{FS(3L9Qb6E^~qr+Hn9Am_vAcCB8x)dofAp|7}!C6}S5aLz%y- z2VjTuKzYrG^_kb0jSjmM1ew`ES>&>Xq}_+Iz!)#t4BjnR+7Npb|Lp<(wLa#@L zY25gH8I*(o=&dUPe+~XDI0yM6QbhzsqO}6qFVCoF1VTBm>g}8E{i6BrFqQ9E1Nef$ z^SnY#Uz6hX#@t&Xq>4kl&8xOvy^HVMLd*^99lpnh>D-osJQ*3rE;7^5sY(B2#ir*5 zI%=T$ts9DH0iyngsOZqU_{W5qAiH#>>JR08epOf^4xmi&7g8t&1WydW#Do)?H9wXK zm%`Vh|Mr7%=bKLvMxgGl!uH)4{hHYD;ONn>4*1z&D^nDrJ-(O*nEQzN)Vt2k2;oD$$%Z1|mTcz__!2 zY_YzKOX{!01~9G#Q?LPp|P(x_;xJNG$Q+Ha4^7RO)X#!O+fkuebT>roUL*Ol_ zdXCvYRxHHsgvU2tg@vztF5XGzf_D`dEiAlsF8&dxN7ixb&#<@=Jr6jaTgtr?+ZcTk zSEpbq1xBmIN}QAq*PvY79)Ger)MKF{{UItM#^X1po0!symv8zA>BE&r#ml{v-MRXJ zZ@DUNJ-HM`6g>{?uuHLQjXip-Qgq4=+huJ^yZ_imE`+qy?cTD*c?uD}R<%^;gkEHo zE5k{T??(8^Ve@#kJ5z}uW>6cJkw*QIm&K{j-abojj+*mqZzFI&7;#vju|~!VvJh*% z!3uPNjPqrVC~V6shlZ^<-YF1m$ik7jecXb@fb=$A}Ny7RMXu65@0{OOt_x{eA_gLqv2b z16~CibnYA|_;}IAa0`3{$?#!dFn~{RFv`3Q&);)=_9AmXs0;3;#gQdR6WQ2h0#Wb) zj*$hrhe;$gy~R1Gy0u4)+4aYV^UMlJ#yfGiP90c@u{8G#_E00!qw$I_1Hqac+VPud zq;+FI?S@aODx5o{%!=CWs+wn&QpIHAMWFL6TobSah&o`NZssy!Yn#oweT!SS6qbNr zoL9VPocoiOW%a!C*6VsN!YJ;*{`Ne~scE?0f+i*kvw+@$nf;u@`&GR`ox-n7zCObv z2RQHewq$twfRgC)L(-I?U@~m*g|5h-dy(#Z%KzSM8r*zR$pc-m2fwWCXs6kvbYBNa zYB1%Qa?(5jQ!#wQFJALUrW&_TO=ef3;6NbrWM-@LFB0&)T$xS;5)NvtZ`yLcb-?jc z*@n}41uHwf1U$xR7O%!Z8q9&sS)gXHyPB)NQhTL>Z1*`;-Z%EP(bBOSEn(ZSwW3&! zJGdEx+CMj$dfcGS&n4$6&Q$88THUMu_Pn|_q|iUq_DEx*9e=QJB1hAP@Myt=ZRmX; z6wPz{YsFG}yya&0tmFecb357)8x9*Ln$H#a68Ea?o`HuBOWjBvFrmQaqBo6d!Dj`p zFsXf;Gdl0QpziTU`IS{~8n1=-9;FIyx_GivgB#Ud0CTT;ikm;V-yj>6Qhl#k&MfG` z=JbQ02un(2oTSdfawb%*@%CkA)nhX5QcgPExWMu}qJYszT6XMppm!|6|NZSgQEY~= zxXN6yF0X}(?jhmg|0lr!1=@==mU zeq3la2InS~?Y8j>4v==!?bVzU2r(ZK)yrsrSE;YQ_TnxV9Z!bpjQPnn0in3&hpQ7P z5_e&^ZRqiSEmsZeoXL%9ZJQ4Bcv7|v6g|G>uSc;H$~KkOo?mviagWDTyy)NyELmU6 zAe-6%Clhv2gI6e}7`s(TDODks5cjzMpbZ>LNPA^YDWb6Ax|>V)qjn~#s1niqlM<9_ z@+}lPEOHY)KFHmxvDJR(Kv)B)Vr7ZJxF-t9_$^LJjlXGl+a7CVIIJ99xH4E&t9jVBTtaW+UXT7baEjZbAEG)S zq>*DkaP4&Trq)YPn6-#eQMvznMFkQt@b|{GmO}#c8y) z3fgEu$0+DUo6rFhtINKJ66QjqyPc{qpwMT|YH-v4<)DW=WklF#&hHsi{2f0I?8!nY z%#@#|-E4Xg)WJibu)A)h+8^ygn!oY%21`zdS6a{uxJ7BTxJE{Yt?j_+D1*nM5Xxf% zJ#A5g0s%#W$Ef;xw%Kb$vq-6}qO9UGSgMjQKDOAw`X$0Op3wBQ#_Lg+Tzix6$|>?E zu7+3Fq#yfzYosisv4-zz>54U6rL4T7ng21{$g=PDsJe_-$$?DsALvH{>%w9$_JPpH zus*FOoj$vi7jPzQdRN49s_b!iJeI%4CM#Z@QOMya7~_8$!Z%t5*`<_dTuA*7xlIq4 z?tXsM78DAma>WUJ5}6Lv8u>2pOq>1NZ^S)xlebc1bn@WViT+zoUDG$c|=opWZe7sAR1Op+N(%hBpwnbRJ{KJnP z9pRG0vH5AUn37C5-*v<(F=~?%>No7-0?om#dcQ(D&JV{yQM@?!MdEa0Rdvsm2Nh^i zx7ODtHN-Mtl6UcqFvE2Y##f?Z^#w~wS8kD%GS|EBqBtsib$1v6pOVY12S4L>Ree2@ zH|75v3-CP9Ydl4ZI~ryG7^hZ80wsu&}Q3(pb0i7qUkrS#74 z#7c`J*yOD>Kh2|b@k23YDgHR?X&@h4(O!4Vqo0Sw9TlUxyRUV*0HctC)iuQx*103$ z+WkBc*D3i$kvIwUD5BTUwT>UK40G|MmeLP3jz_K|8n(7$W4YaOS)>0v#o1WLPrvw% zx(ak_Y(Lh$*!Ddla*Ag<(2R9#2VK`2$dB2q9zqDEshqWWpcyRC_d@dJJssnd%z#}* zap3O=b2rXB?X$9L5E>|R>SPW1DapOjkBDS^vR0CBOZGHD`W_~6_=+;DcUAMKIZp6X ztyE30reKXW3v5gnKlOdHh_r;(6EB~(q9RKi{h5oNF;OT`&?*g#>&awvreaEdj6Xt! zQ8Cx<#LXd1#ki56@Z+MfjFiYCK)*(gg`1w#s&_#pCuI6_3W%Mw&n5SZ#M$erZ4G7N z&2xlax*NoKJI3b`5sQLlOu5VH4X+OQ9YyjZhL&-#h0g1^=wA@O8_vPgNWh+2hqXhm zF~u36J#bDrBjj5mq+9pCCAu#_odxI3)5Dy(8{MJ$(*Md}sJ|3IYkWlB%q>${?8_bE zmKPSvUNyripw-HMtSMVm(Jp3Yamyv{cUqo0#1i2 z&s}U3@n5v57;VRv9{t2r)^>k-$Z%vw!y*$U)KTeFZT&>hT?oz>@!0L?L}+B5GgyeD z7U8JwF{kpRQzRZ@obPin1Bftw?bxGt5NhB)p>22Z-^bc7gpq)tZCIzKp?>SQXt<}J zhR=@7rH4slJsJ6H$pnHxv5vXB;B>##tc15m6lr}E&E>pnCAFd3KntuNMd(fz$B7gE zLnG3JB}$uAU&x!7SH`B^VVPJwtW*B+12qv{1(xTM(-hQ&KlR!n)v2&Bssd^a)DxJ- zIx(r|RwZVy+>;N=OA2bx)5QM$h+JF@(Dl;H#R#7Ql1zV!qE^9D0}@mvusL_EuNX5_owYEMCix}Hl&nry$*Hj<_R7xMK+Q^2 z2#8&{E_IieRElR@8PdWIn>0~Q`lvZyjZh>J3PfIhwF7i6HLub`%P_*JC#zkZ6e;9I z?H%=#Ut{X4nCzW)>`wSihPXg!ec$S)%#|CdjisRIh51W}^immD`!*Czv=qu+5bd(`F2CMmxuaSEo)O$ClzU4xx}90k)|gl7Wd6n988EQL`QF9?AA;_ftevgbsJk_#_r1Q@4S=BkfXtp8JhpAW? zmXYl_P}n(_f>y5G?%##-^?af{QCJ!y$vV^Nw;^>RjuGYdeopm0a`0maiI@Xd(i#%= zKJvlN0oFAt8fo2nEW=S&VhXDs4cNO{v{5xSjU6hmU852MR{Nt2c@EU%2$J#VhD*J~ zEo&rl>59nZzr=2=xrP+5vMHn9!|~?NJpK+*o;a)qv0J#McHc+CC&I2tIUs9@;Z(^w z$$T%Wv4~VYy|iIlU1T&w)pQIwtVpaD({Ebiy+mF}CyP%~_elal9AHrHb58=P=k4V$ z(|8_UxYANfe%wn8%!7_#J4Sq;keZJOjNLu483NcZMbR!=!t>Uy-Ex))hd|m~IWRD8 z*L|@7AMm1t?09Z6M;sIU`Grd%&+z%CVIhpv2s;l*m|v^_!ZHL+ni3MH4e>ElQtN}p zhK(@BU%*`SeM%uqcil219VBf@6Q?$Y2NSzq=viJu=w`TtpOzO*n`7d!sC0Qq=KDaI zqAqL6%G8pYb{pL>kFP`6zFfx`;<|p4<3QV!k%HvqcQv|d?D(=@aa@6c<1Bu3l`^Sp z%q&8aiGk&DO8%NW8aB4(fgLndcRGz>l63i>Cm;kO;?>2&Cyg|6i06KN-}q30 zQ9lKL{|GTb)3C_U4`y8*x?Jbqz}9jsChJKpu3=OC%ma(^I@MHwYhkr6Xww3JR71;$ zwC-%7yARdB( zozV<|quV&QZl$}Z85&y39~3(oLCPNmC%MJQg&G+DY6v9;PDw0+L}x%Gz&?@a zl~SHBakt0<2OVd`8&_;kqy3*>U=CBjGLc)-kPz-!)EGDP^ zvIPg|u)MM6c1^m@h`*=z%7Lg6jm{=};%bT*h1y_qIU12zGe-T4E^00X;u}xjNv9Wl zwYHvv_@zY7keDW8->t&`qUovwqI#k=4bn(=NC*qKba$t8EZvQCgER;W(hVZbE=zX_ zB1?Cdbf-uN7;pK#_x_wdbG~!FGc)(zxo*5a*GAK742={8$`Mr0^;k$;NbUn{5#sLs zj8}ZM;0hia>(mWK-KAbd#kRr={L-y4k0&2r^$Z%e(QO!_*P zZKHvqD~B#$?L+H=`}iB!)U7x##5`R9KNGLJXY2L>0)j{zE}c2CPp4{|QA<#;qTdGV zUY)DQ9!<(W2B&RtxGeD{+SDn(w|CfMIX*SZDipMH_A*qH(>cg6)9CukUY4MjykpqJ zg8SxF^YX-kvRpNV$ta1&+SvT0#JiXUhO}6d!Q>=R-gQJ1|MJ+tQC@%08NKI>=K^a| z-8UH{ZSKS~AQ#InAo7kjH{&$atH;}aM&t^<0YgiMB-~DJC>-*aX=<3mJ`HvU(H&zt z&Xv3#aXlUzv#S=D5ml{vwIGzGg^2O{55s;+W`mmxp^Gr1@0l5V*X0=wT+z+$!kX;+ zpfp@53m;6wUwfZL>*>8Uy+eoZfjBjy%67^am355R4Q(wWbsT)8XCVX)rp~9qScjTp z*+RL@opXyVX@_}p1Kc6TFA;fdCz34>WBS=&GXp(0GyL`8;1E*>>V z7if72P7Sl}ofx&D<=4G$J0@T6|{fQX_wl5hK6J%MNQlVV& zsn-$eOykNt!(}gaBPrQ0(^4rvD<))u=a;?AwO+Awd#WS5`SA_klz-jf2=dmif4~fC z465rqu}X#bNBmeiC-Sv}^nZ6If?gqh=wr1&!9PCGD5CZ&K1fkw24wHQ5{?3cq?9Gt02*=#Z4m z#5~49N$ake<(n(SUm$yp>GeVmf=+rK$9ae{+-oHY@&RO1#QTXAujh zG>R~Do@+bSBwbySDsW5fF*!Mn<;bNt#BTAj2<5{R|EN21&w^5rm?|Om*X~la2;MRJ zhSClj7L)hu2#{8t+LL&FI;TQ5)S=03YzzbuCWA*Rm;z~509)yg!#{-Q1Z@GOYA!9u z*|cBngns4t=sW~&dYE)t`qqy^ZrW{WG}5FS4dvox1PK@;1kIfHhzJ7pXqnlW#$0Vz z+F1%!#97$^_#fgzvLCZu@`ch`eOP}n_;SqYN>G6X8!5V}Cr$+i+>X^#8U6F8Z1d!p znJhN7k|_(CE;Z|Ea%t4^JOS ze&P7f1UZTykC+BdW58my@h_4#h}LmEi+kCJRWfrQ=s;GM9XJ+98VK`ZrDiQYud5XU zz%>DX=1$>#*bFsYUy|q4XL-1n(<^cVZd9(#h97~4@x4Wr>m}7N|yDe z7%@T;#$y)SU#7UFojz!LqL;XP=#n#lJN>(P(eh`M{(wf`9fw@cUXfBxjV8I{s69Ty z79gy!O%Y5tb7z?IzUa;l7hi)mo1^$`!G%K+Z{>&%SP0h-PAU(Oqu*_RSPO{^__Fhl z=Fed(j-Qy02dcuyziu_getRA95u*rk@z@Sd97O37zo#I3Rq!E6t&>gC1eYOEC+vAl zC%xN!jVxJj2f4y1jxnI`ny6{U9>*RDk~BE1deP|3)QB?sQ8xCI6+|xbTlLNjd%`d1 zBbJ&#+Xf*sQKcpSu6AI^mweSqN79=!>NlhG7&@ zPn+DY#wT37LRle&1k-;Fk#Yxy*8TeP6;8$~NN7Op#w{eYT(pBieF$+y^!dHy0or<$ zb|kMw^1>gmR~>O2uDNwGsLS_&CP^Q69V3D3#Oqm;HHHeifQ&{tmww}K1^p?7k@&3xFCUKQKL{#guhBi$xjN zimOFU*$T)sob=J0_V$T5Io?r7ig_=VT#J19qT#REno1&HrC6t3mXb+s>I~3UK$mTmtEliJ)v9zly*E@H}*~|ERu&(!*ar{gFF#P8+`yuq@ zf})tTh?oL=C7o#meM~R^tN=_R^TNA-eG0fo!f+S@8ig`hzEP#r5Na8z)K1XN4++Wd zOrWyBc1deZ?A$LK!EVly0Dltrc^0W;x|cTX!Tn&ypZSUArASa>cqwMPBp{!a@&sAo znBvy)Let6ffq(A^xpjNMQSGpCR{>SJIm>C60_Pq6^*9Q91!wL{hqO!APxi1`1Iz)T z8D~$Le4q+Bc;+eW#}nPzOB&@3!XSH<@(Fm3s*LNe#6eE@$;9I{b0b-ci|w( z{Cbn{%aRlKid7iB1)K+a`Nj^W>N9}-mTJ2)Q(I8#lEqsV^*Ho9Aul$6&s$mZPsb#2 zp<(girD)6oLaJ-%d=gGD^pX>gwvX?2zhUGQB~DT6&A|gUno##7UXNt`Ua1AD=g$rSOY%FwTYg1)PageYh@PrS?LVQZSRbX zM0`JvLXcOLS6KBH?3o-}65T%F%RoaicZ^V-%DxdpnyvO=Wk@(2BUXa6W0|z?|2&nk z133w^!#QDKWn78$x=Tl-jtX+8uC0$O3ieuzaTdNIR7$8Bp3@{%NLeXBt`#?(cPTbf zgM8=|j_e3C?aUfctj0g4VtcFY$%%~Lu*mJU9ho+P$Yb}}WvH?-NZ=1s_KnPJYBL&txqSstms3aWsXp)7zB(QQAtxKy z%PXdg;3z3^-EXTvhjFXiVuM2}h-rDHiNf;=j#EsXu*zRkYg;aUBS1Vxn5DLWYa_XO zHL~HcXi`m?7r9R6(dw{j)@*0Q+-6XARml2Cn;fw??q}}GPSG^MlEuP9U(>k2{Pi?_ zAB6|4c6UgaM*NNJ=WLgXo4H<{@FwGURk1*sv9-;7r71;<_0~u~WEbY(6s4+k!?QhW zkg7?=SGlozj~d?2(cS@!8}EeKH0aEm?-*Vj;f%%_xDQ`tg&zo`F7u67YT*dc*pzLB zIQMUFrM;b_;bKtI$Y}NHpR#k9Kq<5J6W1KxG7Ue|F7~MY5Ic@!GdWk_2Wrw>7T@V} z^Ugr(>NO@1I3gYgoWBzINRjIORydU*Se*0huj??S<&`HFm2?u#to$T!n?I^sb_~6J zW?DcR%1yb=*0OWOp8Rfi9W|#xhKz(Ac^5Q4Zsxr3nTf{bAO|^+L8F7K@B=oRy*G$( zZTwi+wyy(A8QiXH(zz8pZ++6d<&jII-K$}-fHd@zf@wOH3=2>x0i*G9Wo)Xwgpy8U z1d|Ju^CeX;%2&|Qywp{^$7vo>A-B;ZZ7au#oC9jGiZZtpKpBc(#VM%!X(*}o<#3Q# zssd1H-iUR%JVDTeYriY%c5bz{1WVtyyA5S~>Pb^){(JEi4X?Gjdak(y?SYBg<)9x8 zQyHlQt;ITg=BkE5W>TCS*@Hhk`kc;5jr?0zo}b3Xs|s3r_#BdNF`DQ+l3oA1*#sin z05Wo9Kk3Lnut^3*Eoc$Nx|0Hy7w)-An)4PjD{mD2~lzzBYTl3xnDe}jJ zm_CE_wD6DlKm!`4A?B^y>wu^C%)(??gz8Qs9UK736u3V-zBCX&ArIw81l-I%szxY$ zDh-zZY5%jY6G~L`rU=Ep@y4IyKR;-xrB&IaW--=R0TxQe^$};NG@FAzQ8D^2NYDtt z3Dr&fDUCa*#yww>k>J#5m=|BQ$lb)IBh?cP3d2RjLWHeb$polk1V8!7;aH>Tel%Rp zi;~#)U_gLFQN^80}Ek2pg4o*a`?=ekyf~1Ie8ry~g29AsAUj z6K#uMsyZONR;XsAw%k}T3*p;G{qw}=FEd?$-j7l`AvYjp7l95JJ<=J)e7cWHu$rId z#v-SH?M3D_*bSoJ^}A|GZhfIAO@S82;-F!G@JJ@UapC||)c$$|)P_vImx}!mdB}xD zNpUM^ui!ZriK{-I{A+b{ANAi8<9lWnFm@ycE0o$u11(Fm_{=t_@HdO(B=F<7!P;-x zVK;U!Ju*wnotIbL_fkh+=*3u-_0u9#B1W9q*+)A#`=nJa4tSM$Y6qINo8;GiTV3n4 zm2nRD4c8WCGiT<|5K)waTPDblS~K{#ad?4^V(Mh9Vgt4>pk&dw-~-+{nuV8!D7lGtT`-K{NM0^+#GXAHegyZ3x zO;~2EHL8;U{icrto~>sQ1%<<8dq?D}&=(&? z5PD=yo?@+7@M%U02AZ4bB1A4K@6}{@B7G=kaq(thFsV0YOE-|U@YC<1 z+OeQ>h$;}oBBt;i8OCoxCmyE%1dDHmAf@%>!X_M6=9QbyC(vIGr*^;rS%un;j!4m1 zV2*KHR(K?qIxfHJ`T_)5n14#BEs`OE{jkGz^a_|k`f{1MSWCw<_JfX=!rE__2UFdB zzR?oo(bt*Avk>Iy?M_X%FwZ6WeFDi{PLA*~PcrjdeRSJir1|Oz`pWSIB1HDIrQc=G zBy66RGJY47PRMWcL)Z2`3H>F-Ap93}Z-|m5$plXpO%avOc_O|M3B{Q2%Z1%ziaX-koTq~(Rxu9gD#64S zE5WOpi?bcAyQ~Hm8oa*wvXHo5i05Sdq|5_teMV5PopJr z`4w(g_-o;v^|Bj18OuJsrE6U~WYk9Y16iSFNO)fu=bZqd7P4+$R8f9&i9~|wHyjbF z@Hg*GJ#b}^=kylg2aV=8c_bHrJx8S8OivMBdFEW!_S~?4nXURXD|Hx3$iNOtdO~^S ztfciJRylk&iBEicuJ5fHnOz3Jw=1UJfT``%w4pY>YrlVM0di-)h%5ciCDj(T`wrG9 z1G~Nutl{+|B{7N#<&S~ZeD%sW=L>@sGiDvp`;pR-BhIExEyHQ>tQ0?83zypRz*;7_ zy7aSWo$OfJcGFZ%g&@LRpEOnsgJpnywgRZy|UmkH}7Xe7lPCi{MRnT+12NqRRWO;T)bSGC6AQWybO z-z~2Rwjk7XwP&jM+XK>Q0x9LPRM$%@C7l(ujVufbXw*^r$p*>bjzD){Pz%lsAle&{7(|Qk`xV1oy_6L zZ_1QCA}1vK?dFLol9AZe1TIfzS#?dMaRd$(@OtIxW#q{+(z=ApM1m{QL={QdwnNS! zmSxQCW2LAflK<3oL|=F+Co0b}5K7PBjoYfHgmX1fxS>J%hz#Zo%A2_CHFtRKwu6uEC--z?Qt zp42{QIRz^#h>j^gPIdMMiWY;lkY!QqyOztG1OZeG!xFGy(c)w+0uDB(@7eOzNK?6JdKYcoDR zn`?j0^Y}yU7v`hvSEtR`_->9S%w5E-69L`5#vS(#Yx4<}f&@yB*x5$N`uvbKsvY5z z9@-0j_jfvdnr6TV+1967l-nP;k(|9B6MzwlgKAU_FdSB`ssIa6v1E~q^v>@pEMiCb zp0erlVmd4)_DJX%>=z7i^i#-VO&zj$VA0+Zq>Hh zCw)EP>DO7+Ic55B*17KlZ#|o(DSzvd>f`gH*mJNtLCGi%H4q(Z#W{3JYT+#RvWt#G z&>;mv0>Ys1iAv?g0|J|;1Mkxs98s;}**9I?qDRt`xcdyY3P*kGh$B>J?AG341GHN7 zN_rBHC09d!U|I(qit)z3=;r}6im*)lq)RWFuxvU@lv{wAt+Mdv3KWxQ?^;d7C|^q5 z;siRMQdnbe@JpcP8$WK<9(8RiZG0c;2`Fj^ZStuUBQ7@@nSs%b+oWh~ig%Kq9d@v1qS0wCpjf=k)HF_3?X zNeMxxdT`+{Kt1uIm71!CRl>dIze=nQ z7x5_8x&V4KQmrw%Vd%TOX>U7a!2v9HG5TTX>%5?MJ~5D8C`hp6kW_ChrF(`HlKknb z>}@xS1EqiViido6fWn4SLo1hXR=;m4K#xw!*g$m!#gbA+s8e>f_It(hPqIBw*)Y$C zs>oWs)!=m$W6BrLMMa~s;GRf*%5%Zz#EEQD4~h=u^mD>J=ZdDSSQi7PV)#O(i!A!> z!wQNTWiH$|8k>XNn52|Sqv_3&cI>C5+7$aGXXY8!c4>J^8$?Tp*-XVu8ihjgM=B4ttZ|ENSPUdbK>q8P0X1a_T?kw9ag;G39YPoI2Z(ET7EOdY2;mW_=4_2JTlXGscD5 z*BwT8(kd7rgfz}ekdg**6Mp8>>gVC#GT$yPFrAqiX&^)^tYPT6YaSLQ|C?TvV&7Ik z&?U~@t`IBvJP9F4(9f6L)ADd3JN!~c)=_Jx$vI5Z=)w;(<$$skm?gA22iYPoupCJ%BHMNuPlua-@#m&LAldtY3S!c7;am9flPD1urBcPIp3`zZ9 z{K^^F!cq&jG^LjCg)2|5D;HTY#$`&5w=3iV?*aJ%xf@` z(HaTG+mZa+t|@2sfMz~Af;Xa`jbvb!{3$%K-g}1e7=dbe*s@cT&XpG<DmTl{>|vio5e^Gt2#tYRDU&4XR0m+5Z^TpZt8souoCG{ zXMSInTeEhB5blyar^*+^O=vVot=A(mkU0+80(L>OMF}X6>K7}Cu2ypJ^zvg zfKiSu;7*L_$0=EDb5|XrwJZ2Mx;@XGL{{1V7m@rMG3iz&bzhHofo$ef_V+UvYc%R8 z!u-x-Gqgfmb|i%z#h+=#F@Cvi86O|_V{J+^wIajW59-X_%5_p})7n^6tYEO>K9X|{ zMVvM)-fzl;29bh1Gp|*3dbc$fhmuw~G`ceZ=WTyNWfhG~5~&TVv#AJ*!MOZBp|kiF z69l64a7G>4h~yuL96qwZJiD5Ku-a{$n3^dAJuf7WFo zTG#?^@nUPN0cCE#g_{^s$@?t;e{t06PnOO9Riglu$#9153daxCiE9y+J`?hpj87g%aLS1Y1C<>Pd#4j}fkT{f9wg$nH z`MqI_OD`;T6L^SweN%nD$ypr_`KIw_7v=d|n#$ONQ4UK)SN*msTfxOt5@F65k&DWc zA+si{jKm72luIr*Sdbw)Q!9JZHVI~zuOthKrzWLi+7li&4kX)b?sx3n@z%B5|m&G@!RQ8=OcDrX9fXz!UdNOwyk|f-W zc(ITNhuT*oxzkFBmegsC+;t)A(tL@^U0oRQixN#Dp^CeGpNIqx2}MH*&!@%ArOaa( z1mwT~NsvPx$ugae+z7qL@`0hwQD~P~tIULBBpMPdoqu)iryAL$A>~ z725$}JITMD0~!ld(g!k41o{+|;VP^SLv)*t(c+*%$}sPy?IZlk-jL-09%EnkIiF!h z=mAak3F-1~9cx$HdW!yApX-Is>l*K>eM#`+a$c*NNH*y^jBVB7AG)WmN1f;|6Yrce zxFKdh{3*l?aQ0&)D^f~xQZ@{A=)>Gdh2+P~bs;=K=Rast;#X-tV;T>UHK3^iJ(^l) z6|O4?{eeuPu5QmZMDUUNaPI25@+`sUB^1IT2%Ga}=c1Htk=SJJm}VAn*EiLy))0GW#W6<@FB4xi zH`{~=3t{eRc3^17d1P(S&K*odG-M%dY!5uZpw4>xZP#djIvO4rNn3%Di%a zJ7Aae0O9hTvx8=V*(*g^4)s0sD}#m%BxZsPvTO6w`@}yV$P%e*N5`yAL-Sb9hJAhy z!_uSRGbAUoSyMg>H|m@4QmB1w+Qx8+0C>SvTS2OSJQEnu z(82!c1(bAPJ0$fUV46To!J6HMHHL8Nqz`})QWxQtsS2@9HEv!T(*Ys=fs zI-Ux5Kke;-3Q=8GuS_L>U*^E5!m|0j{0kwq3PyXSp?u@|X7;{|w2dd8Ua*~l?*+?R z1xYoc#@%D72SDbmg8U>-Q09MF+gA3CUQe#f)f^X&*2;E|ijg;VAGW8AEM@MQIhwWu z4zCb3#+GZNeUkP+u!*4=WT*C@;|_di@shR_ z4TNcw)|)y|*q0yLBo>@K_Jb!h9@LFBrvA<~_bZzfLb?i80ZM4))bNuM^uL8~2GpZN z+(l3(_&+>sWKCr(u&-plz;_TB`R?H^0MMGAvsZ1RJX)rYpint|YNN=~| zEIOAyz;M<-sX%ixJJY-a5>lU(5zb?PV|eQzy6_ox;GCM-JR`#h87JvcZ=kDvzg_=)0w0ty{57$tGPzfO;(UZdGp;O?G2@@FomeNMsYrdVl3 zo)~!VV|d170xnKUGG0!$S#|o~6^JkuQuvSF3p3Bc%?e4>j+OaM8qUkH61+RC&?jYV zGA?Y^7ruUYA`SKPVPC0|FF=-D_$LR0)XCEJg-ER&q5cf?8zTIx&pT*XGYWj1tF12d=InzeNl< z(!FoM$>39`E~dI%175uq za}3tRB+lhx;G)DLTqaUMd(tmE3!FEIasa!8}m zFysXX#AN}w^E{_o6uJ}cKAVWYvW+S%Ybcb-_w<6p!a=<|d|(Jmw^?M5wP=*fE^(Nw zFwYL3x^f-*H6=^jb_>)54i)aPmfX!n#}XZo;sNoG1D{Tcbtrv7)RJa9Hwiwm_&A;Z z7`N6~9yz?PP0M)XKDdY#a4$S7p|U@coV~~@1)(10Obo(S!H`ZY(@TU7aE(Y1Nu(L@e-pSS~cM9;xQ_^^Lyde* z3`v^P7*e?86>aki=v01(P|y_R5GC$(;V7jM1uN1dHkUeTv5}ahS=#v#-6Y|(r4d+f zs!IN0n~n#BzF`#n4eBV?ImCA&s15{(zM>jHL-t`vLOnAo-Qzy!U(z8VG#K zVvrSG-@@H1ZR-LeT5v&BKk+mNj9P^U(+z+o^Z^}rTXW??!3v_UsO6qw+`dr^TGpgX zlBG2ypZ8a)LGKdw!5@gx7IC}30=XWx4@pa-Fl^clgRhQtD$jMM0y?Kh-%gXk1JHNp zZ?^mu>aCw!0qzhEVTr3KE58jUz|nnyfq6xN=CDZT+O=m{w>;(8KRx!Af?n}Y4Ex(L z1#;e?di0P^ACtkW0#Ez?W&Nsx)VH2+W>QScK`aOvVjwrAI1hN$;E)GG?fKZmphyVn zl=Uxt9L%Yl>I=fDsy<-<+7Y-NdyZ0LkD-gAV*y3dY_>V!7~F?LR#N7tI6FenrYxFl zICF}G8#gytOT_po)#S&qRKE-+=ZqeeH8SxFA)~*DS;OZ90JZ|)>@{mDd29B*UEvp>VO&qt`mT_(7_ToP2 z-vB+po-W%SojE7?=eV&6+vHT(yWWTr!*P7vcuz?#%QY5t=<<{@#IoBrW^$_txPSqQ zFtiKr0*ME}U6rDyUmLTe-4P!}c_IjSpJSw-o~O5JFx+tF#=5)j1NtjU&VBGbwyrM{ zxgos0fsCM4t<@0h5Tcz!2s_6Oe4)#Gj2-kj0^;;zi;}NAipk!dqVf|G1vopE-u<(> zU0*rqTcsM$8hW%MDIOWyg4vW2^}{y4IGKX)ms%pCPu%Gz$v%qa3Tl~EQ`6wB4>p#;L zRMKQtU&3~Bpv)sq`BQ{%aWL)IFniN7U)3|XnxI(x28o}Q3u}go>e?uX9$LDB5v-}SluqC(5ey_9i$ z^tPSo+%eCy6#&X=37h4bQZQTEtd?uoLLe7iE7Jkiz_3Q>LZ&EFg}(*qZDy9!{K=0a zeDtM)g@nu9tpuAk`E-b%eH@p4Qftd^E$RhplWX9!i# z0{q=9*_7~v(<1=S+)-{!q}(UxR?m+cvS@uXpb!PY(Q61Oa>_`I`LQ-i_1f#@rN4)gSb+K^sI>^@ zs?gEglT2PWi-mfyKfplIk;-sv)^aXarg8~s(1d0dEbUm)qCrete6Q2F%lO6dj-hw? zJM~VTUT>%o7keKb=;f&J$460fAd!&jxbF44(PzCqc)_RaIc6?l1wR$6G$;JR`$cEW z@HYBASWYw4HkP~1bp80F=cq>LUf?5+N9&x{oH^~sg6}3T_D?95l1l!qO6ui-H5Qp1 z-Ckr~BTT1_S43ggAb0OdYV(ZS&?OJv37Rq?6=N~Yp*6@r=Qyq`A}C#Pf4T~3%<%mg z(##@0RW~^BeRN};Tx4#m*WJHI_0{}qA4~O z%tg1@pAg*sv%0Qx)~x*M0;4e?y49yV#Tp#svHI*E#y#Z~2`+f8Jyhz-^^!E(@^5 z$0fPNC^7@tXI$|mqVD4(UY(i3(<=KzH%7~d;KIDdalNmG8VJ{f zX|*Cgy_`7E3T;!u$Z*VdXhJv8Ts5*=KBYD7$4|BiYHJkGuu&ndaia*)j7hucluagx z!d_j<-0mg1N?F$Udhz6otXYIOV6Xu*XiI`4E(Qh5=YNwClIhCHx5c63F(TI8p&Iqg4=#-(QfYfpYn z%~{l8Jisb?AjRiBnOY42r3%c%e|o&Mz*}&YaG1{HmaubSl}AnYAUD8CQ#fh#;@BvF|H@GtGZ6%A^>60=lHG4XR6a9 zxjzs(T$N?HZHUr-$SaX)Em`S-g%90wYRoyKAGQP-vHcqz+s}K10F(}0s7l{-GK$tC zAQZ{qyENV;y^NfLABU@wXWA|)lWt4ol~tW@Q>sNmx?H8{>psFq^emZZWKx$ z`uO!j@I*E400O~1>adK!$FT*5p4&o0>R6QuJIq%>m$q}-_kZc!bXY}rL)&H}Dme$t z>ukT*F~5y^LcI8fZJYM}agrS;V^o-yAu6y@t?jt0@xAGrDfr5~0o*&e--Gen8m+n` z=Eq~RF@u#+gT2?})FGN?={F}~AryOnhLlCL_!S$zv`CK~ECIXF-%AJ|(5xuS_GLE< zHGqoDQH1sf$xVqStuEdtyfZsn_b|7xJqz-&Km8*}8kKp5EHg5@2=C!L-Ti_Eg1i=t zBLjY1a%-2=E{c1=^7O}Y5FTn3iHS5`NUtVFh$;7yc#>Vmui3HHWp>H|GA<~N9uMm( z`jWILsU`5Q`j_B3eV^|iFndVFoP!$@OQBBRc$z}3rOhY$9pnW+?Mw?8bzwe|NlItV@G8#LX7dCX!1$IMvbhM)<}B>s;!G`5o_ z8fyp~1Gy`)PsuR(Q;vHgh#VQ#LU7l*-W2IJ_GA}vxG-nDO$J?N^Il{>`=OZ{3uCqV zJKw`%j2j>6DrEf`I|FF&a(EFw%i8huGb`2!dCKNLvuNkFd1s01d^V#2t^W&~puIT; ze-**HaUaREKP(tKG&H2f^#5)_;x)SAeO&gy^8C9ab(N~ZzQB>#;V`pe8XN%x{J zdz94lu~&_O*__DL$Z;QvOkYupBOuKA)^0B6g0IV~rWRa-mz^39ZD@W3TnKw74>9)b$o9nEqM-JP#l8h0d`-T?$4fQ z2zVRkOLd9DF7+MyWuee}$VwUe6aKJ+HVJ{nu;%B`+e%r%q1rKh8d*8+n%O*mmXm8$ zyj9fl@qv)NTG8lqQ=5vG1I_o~sBsA#5d_n4V|sbjcY1rEW_+in*v1%!H}J=Vo|l&# zo5Z-{_#+r#d9A$6;Y)@%-o+`1gE&PMTW-S_Q@GD|BSf?~*dQ0)kntguwyMOrJ%x(y zv<2KW))92K&stQ)U#KBo;m>8}`Nqr`e{N~NSnO|_IlNK^BCuv9T3&SNqQj!$KjoKm zx7AHXa5{hMS&ei!&@7DbLq>vzN9#(b?lHosur8X{_tq_e!lw6^M}PE zymY$;+7(5+CAgxoeXS4uZ1by?i?;vd ze)xUsnZ@24Mrt_zTxfr-wZP5@8dMZP+M?*~-PY!IC9}s9x$q+#+VKNZ&SS%k2Kr0= z&6CNF-K!DCO4RG@lq5ddis1Ju4FmJGP?7O2{mFn!RlWU8(529LR}5>%DLx->w)^SS zuI8tqV}k3IfVs=5AQ8usi^pAQOw|;;b$T>fEuj$he)x)%#aZ%C9`WxV{{?Z;-376) zg|Yv)p3%c#&NQ1hdrxzQl;2EJGhx9kAU;la_QY##muIuIpYXi4T*_}R{a*;D%sX=~ z^Uiz!3ja;J>z2}x^(XUHYjG;*`BJuG$8_q&@@ys;mBOBjd8bafObEh;DC@vxxA>Df zl{tuCH%eZ7^d8!F9efEx3^al4I9IV*2{MB3R2`)vNM?N8)T~}=&-90~d9_r^0o(Wh zxcrPjM19WGu|aCE5V3q)2WtGw`5PoPTmpUC?Zc!9VC||dQA{|5dIN*X!umB3b8JuJzPAzUmVvkm@=q_M^DX+Aw1I zmcz`_Dh$c5y3z~7E=N%;iB8k;qSHfsNOfi}@%QM|~&$dww28&6| z4)zeP5!{nu_rLCEz~M$!q__C_B9gfIwOau`azAFmMp7QvlBBEE%z}<@N8?Y#a{QLH z){;1zr^n6K-2Nr3R50BEt}`rvz@i=7~Sm*H*M8&8v-=_<~l)MqrC=_qV*AiH}djT$WO07 zkzYLRgk;INu+#>J6!`DRys_h6?3phA@z_S)c7E?x?djNYwEm(!FT9)IE8S6JzoaES z2<@W@W3i(P>2pk>?mloCJT6)IwB|K-Xbi5MP6ElHTt`Yd+x$BM;0ciT*E+88e&US{cY4_xWN;?r^y)vs)d!_9$ySD&IAc{a`fbezikMDRnERx? zF$sH5nPK($^YQW->Sdw@Xp%=8Sg!%NsnxrscaG;tbPk`1b?! z085~q+%ovyMaN=fG?H%L*mC%gYcG8ME%PY3>@oD?q*;7px6a4m{#q6VrWGYqV|xq& z>9-%nf+<;LJ{c4^{L30?!F?5MXr#f0sXiQl{9X0MfuWIgMXeVKds*k`0nxDwrK02! z#k)}UbkNOG>c|pjJ9KT~#Ij{i=j*#xx_(nYg0BJ!TRrK!r8R7Zt|xI<(hrY1QK^^Y z?BB81eN;e{#^t4BNz{*Fn`DAmMq?s&jA~Gu%@Wa2g?IlHI;0+pJnM4k+D^_wt51gz zb8SUZnHyU-%yA?Sn~?34HCM8Myyhz$-cfY5aulg+FL&&4cKdtdMzi)l_=|EAC58#C z1)t=Fn8MphfhzPs7Po;iN`=IM`^+U6eo=B!!ZVJXt~WM!pF+C|c4!WXxDNZ!%yntS z$otXwD|D%jeePaIINkYO*S1iI{7pOgqY6J)y++K@C6}2w{TOyYlM%kIJG}b)7+P+1 zPokBmeaSvJdVE(-_Ug;C_eT96j+yt3nJdJcLCY$TEh?02JJEzU9IfmtnBNcem~r0Z z-3$8u$D$jlQ+)TNtdSWOO%!H~O7;5wDnH2S$3HGXD7 z3+ff>(l&ZjE39-6i&zVocF~mvm%wMwkMh4IJiDbyc-R(wXv~Mfqa{v7!{Mp4u<;#C zr@4FU{|{>v2s*X|@UJZK zg8!siy)$f-TFcxs_Ap%H%?($-1L_qT#x{H*z%Yu{c45n`#YBBQP(`I0_RAbrj{6^+ zT~WbEVgch9pw=DpR^FkW6c91-EPYxVz-tw_AO>8aEW-lyxx;vS|;4HUx!_N69&$ELpt8< zTG(xxz>UCCV;tB|ufGYa$!WooG4oGQxjq{L)~mkFMYyI4sG7X!b43p?*mOs(^`&b0 z^l_OZv^x&NG3ldthhY{k0!cF?{7YLeuR0P31o@mhE3|{G5W7=cn}FO=Ig?^NY#Uhc z+3w|sOdsgpNRRA){6^o|)P1`VBvAD>=+bhJRr|C{GAQdp zMe@|fp*puwuW;!^_WDI(ztsgmeLVbmrjbKlg$_TWuzn1=EVT8yOgazVABV3qZ@?Rx zn$Hc#CUyAiXnChN&=Lx}akMiHPpVieeu$0=UoL?t0eM;~ew8`QQ|7S|gUp%Rjhf5p zjplf()Bc*2@W<$eC@V_1`|gq8YPMC)$C1>+egyq!lBVkJd$FuN6RcT)+#5SyhTJo` zO%Xc^0P4^$pKv>hOra7g4_AxW2C6!}HogG%f#JG^P@T8$G5zbKhR$m3PFKbZ?AIc= zBr8Rk2e1F~4r`ROqAK)kp6BwYKwS<;{ESo?>>t8MUR~bAOE<0JyY>IM;w%HiPwMbw zlK+-5e%x*O`i!Vrg6~<7UK|j5F0D;ER+N<4-04^38dvUawe^{@VSE1DIMc<-DiGD> zqJkky3*B%ps}{jPl5JMppxk98*7p{8%9{8W?mMO#5NjvH+qkEwF5`@~8^Y$sZ+< zg6{VikVhKDf1UKUu(DqJBak>l$|*m0VEmhb{O=DC|4pIpPNP?(Zk@Umn$P3A-4-sezZua*9b%cx&s1bI`Ff)1{pD7< zsBP#d0$W=6XxU|Vlr}B=aoJ~HcI_EmGmr5DqZ8osY1InKXx-iKw~p>Q=S0?yFH{V#W%M8l_^`bHK%1`hy<^KXbP`bqZb?rCG4iKhuk2 zt_aC`6BWX;F{$&^*DOVQ7Utk^tb?3tkr?Mj^wP7UqYn7P`o9=zu*&|EGi*BiUjU3> zuR(V=ZMiDL?Bjnedo~vkr#W5zE5@B9T)3&xlHFn~JP(M&4pEK|PBjNBG{1e54EY&# zE?YX9=m(@fdF4C&OC7m&PT6$s6uTe3`>sm6VRT04B-VcUZsrj*N7+4Z$^3Bj$AHyI zG^&XY=i2!a2A%8*b8m`=@FKGr@T=`533y_f?cVhqO9bByVi zZMG{KbZBurK80Q8`42el`beWwyVO%BUwmu5&s1O1obz|ns0uLSdhpuM7}zsBFg(fm zzLz@`_yuthjeXIp)~^M;{}HbahWyX7O|bxWJmUeAO%VkOz$cEzs28xt6`CN(nG4WB zLjUR~r#o(53x9P)x?O@D8~ccVKNiqjiVdN1I=jfhxIA3j}E zR~D=>8#dmde;(X#Tm5C zWzEb>3c~Thg54DRJDu8P*F^o}@Zz(^t;)cJdgb%R9dcy~p;;5=Ls!Dkxoe^o!xcjQ zu2JV=_HV)wI%hRHEywJ7|A>_56jBz$Ys-5%La7Apg^CFYwV&?yw&|zkuI0$=>-}w` zS_VnYvn3PV*e6R$#Y0`y-I5xBgedIxhd&XmCv9ROYzBE^HR$HjT%JtSpy6G*lPc9v zrGm4%Gj~v(qO+Xj-Ec9+lz@#w^?l&{%d6O*MXPvj)<*CAUtr4VcL&lLmZ^d47-_n< zv7-1Ku8V24oH(g1)&oVHoZCEjOs~Bb z!Gh#{_@UWoQk9!fzHzYZ&b&;_^?5_pU?b1$Dx#>xP*R3ulI%h&%pgv6r|DJtBPg>U z)%BN-0C!Jr!jeE+_>x38N=dv++YcW5Mw~Mm9@!z|hHhLYpZ)7FW;6<6mmsRJN->UedwVWIt z`X5z`*P(QId7Ibimm79#l6a$2DNMU|e|OXS7Byu{8ABXu8)6zn$QlykMxEnz$o(L2 zS-)2Az0c%LPG#JV7|+zDntvQz|IH-2W4{)q?uXMMHKRY;xKd~tS3hE4EevaQA>tr){ijKja_mEuFx_BD?vzib_b#>Ykd4!EzT9e+y45(abN(4+ z3bMh|?J;k&QhqC7d4J_TYkJ{q&mk4E_S%FvZ!woaeCw`j zcre{uY0JMRdt&)xd3vRxD}0foGKil^7k+>Cw7JW@iL=r=Nn@>{>u1Eb(N|}a+4A-C z=np?bThvWVc-@5i4(B2zM`^-a~#!J(O-s`CK<4e{IsLvgg zc~hEXpnv&OV|z!xoqfDJ$6G7jc-V;SOP0yms%+PxycA#*mDS3cq`#BpO6&p2$ctX> zpW0ef^Q(W8J&GbZk7>@72DvcZK+U{m(>-^1nOpr{Ol`6Nx~3qM0Glnmj%*t#es?zw zc^D;(w`ofi2e17$db|c@s3oQJyJss)(C>Qc^738t)$I~IZ)QrYJ?pj&&B!+7`+Wh# zeC{Hc+VItl**phTTHduuo2-_N#AI2-J4WmwwlQWL3Qc}!l{uduELB)*>XuE=Z?gZ$ zhpUx4d&1iK-WAR=M20_NU8(m@CB8EFYCE(4(Z0yyinXoVnA&=|c~IfhXzu1qm01Zj zX7|iS>|k2r+1ozS)$1KsXO|$OKCcbFdPnA_3+-{+Q`b(_y3giP^ZLo*hh0lbpbe!V z#BWaf0YIzebGKMCUDIB~k<@$h-JOav5Me2T>C70!l-H&iM$SWf6)_e1=7CA|71&mq z_-JF!Ya`A&((JM-uC?slzA#0bf1ACLHJ3sSg+$OTx3}bivMJuV^+L=(5V-$!B zANyOy;Av5($%B=gNqTe`b13M@)7KC~_guwxI&&NN&Y%mNQxU*y)1?%CDF0dE{X5wx z_T1;a?u+Yt^y6yRdzY8><`|4Kg)?*&mM-u_BoFU^NJSufkoXXA7P>kB9uFWYL(PSO`0p!d&*`-X)nRI($$AU){;W7$DQ|)7bT-51kfWSMyS3&MD2$gcjC}7PR$Oph6twRcEL5 zUC5<@jd4PDk2(IE=k)7Gf#JcCtnXPau3Il87s>|&^I6T^ly(+IUCoCLuV*Jd$!5US zAW4U%=Y;a6xx^>uW{6&(-K1Eql%rwp?e+H_4rI|~ zPqns;GeFIBoIk+LU(RX##C|=N2@wL#tHSa%WyAB~BB2Puij5i%2CClg^?yaYyhL$f_P0ZJQ z$?cnM8`IHTZG}GV*leEHU7LigH>4GG@;v3m0UCaV1J5*>0X{yAnsHYIM zT}rQCrg%4=(~w}CDQ*O3g0c^eWB3`ryqV+TDs15E839!3iahuI-4=Q9YP;E(_kzoE zwts&xh($;N@B+2cc?Gp{Pbn;}{ET^sZQbeq^YQ4cGWKyJr-^ms;l3kTs;jxA!P2Dwb#isibk3%F!&&Fp5bC*h7(Nvnm>H2dG3Bvhx z&FHq=_C=x28cRYY$V?USk=wJD4~6$rRnGH1%Z)J_uDkbKWW)5>A13=6$b#g0IFP{j@pz6WZN+@MV-HPEVkQaaUONq86LQYl-< z%Sku#c3&e4h;!HmCR+(bpr2`cm)Eh`h%iqcRpHq9DGicbvC)!2vDJ4;BN$qLiN_-3 zLPH|@RJJ_n{gh9PAao^HB5SPm;R6eYY4-!}SEc3$sX_0CdC>5iT;|yv z?GH_Xqn*?FZZ*4_ZLJBKqBPgvIr$T|)HdhMhBesn0E5Yx^FYg&>GReOqdznBZr15Ky=&e_ z+AKxbv*tB^&q*gYJ{jAG(>VjhI&BwQ&G2t2-owDoskeIu1UZ^XAzGXmy^uZx#? zn;{_CB;0#tE%A!*I4g0RFixMeBke$%s68ZW8Q6Vx)C{^099TvP%m3aKU(V2*`hGqK zTDy}oRgFEHi%-qDJpAvE?{7oCuV)wU&!7x*)xIwm?@1o~7w>M3ufGM}E;ipzKwtX4 z-srYgd|l>*na5Eu6pqGa$FQI;tt}V~!Q<6}>JYVyhR`YmQ>E=OMzG6<&?*H}{n%54 zU{^_|RUWnvU!@#miM6dE)}n&`zl)&S0L$ddgFwsVEe*;RmH+zuw}@M%9AcTgtzlg8 zV+*uls`Bs8EhDTi1p>uLOGSBaqYr?|z2R;BE3sl26u z)uMt`1v0eC+ZxLMUAzhg|5p`ziwbg;a-ikHmd3w}muContF|?qTT}?EltV2S{zvgj z`PL3FkU9gqDNgJ~=zZyZ+Y6Y5-IOHuqV&GZzU@t&g{@vaMu=67mfcgRb9oTl(ZD+b zhZoI*J?j6_<(cP2lj({&k2-XG4(<}Ba_hI(PpWzF6xVn`v?Ymh>JM3VM9F=>kjFPb z2k)7O3LHE4za~Wl^2rN$`L)BYhO(MI2p+!389mrY7(l@+`0c~E&Z+FZ+XyRZ%4V$K;F%!L4!lTQJ!8X<>L-7LCvZ0Se!C z(D>2YJ@f4Bus}TFL${_G2?A6xCWImE%}ni!UW1^-`|QoI$I;ZccqJ8}Zov#0r+Mtm zVz$uk`f0m7{q887j-=M$pKgidyo6ALP){Dt!C@*%^7q{cg}Mz6Fl3Lwcic!k^6V-< z-GU9BPY+o@JPDyP^FZ=V=c3{+oP&2k_rh`|!D?3ofC-~Y=Hc)OYWbn^^*l&5a2COR z)R2-32$ilt^g(!v;C3RIf$T^CjeUz`88UYr)x*z~)5}j4qYE;yZ0i#@6IvGqn@YcH zoZ^q+>Pc!jVURe~%je+!DEY7$sS={7mke+WAAnp~T_R8N^=Cw-#4cy+kY^$rpy7kw z5cm*?b_DC;XDf6>h_eRRhCJ>+Z}0?zWkZ>X65-lKo8p4{WG70#6DR(YB{~fSoP+?p zPd_?r7Y`klgDl2MlwdWCs|nrSj(q1x{O5Lb8mc{8hXq$3x_ub=4vxf6p_s7m1n8mM zWHFAS1V>?9v*^cYHb2Wl0twM2c*#&)MF}p#xVF&ke}a0D_{kC*7D!Y}P|)DEV7ErT z(OFId{M*>zZwt4Uz7kcoC^-a{sYAhv*b_vxG+dk zbO~WHl;EE(Jy2W9{WEc4{iNtaB4j9Gq6FySTof4gG88*`l0OyVmr>;-AX6X$Y3;Nq zwp%3o?Bj!W$>4{?Fk&Jp2mn%Cj0vDGf+3-xtMOnsDWhzpaW;~eyJ+?OzV*SC1d+qO}u>T_i0l`qzWql-~ z!6u=9A{5wR_CKRA`Ul!`6D-?R?*C^7a# zisUG*=%IUX|5rymg^3^#{+T~xC_O=k#WKh6Kha%WN02Hq5C-=jsFl#6>n{$5K$8D2 zJ&2U8k*cClkLd&bYODp9IY_MV(VCFqfG|PUkbOmgAo1fwO;$a>2|tOEo7ff7)lwf=yVr}q!EC$f(JXBqsX2u?JBzsmp`2m_*hdEH}qy<>U( zV|jyPdBbCQqhlpw`0CaC$=UpAkiz}Hf=cs!DCzr8BF>_)cm78aZ$)SuL>NA4A%U>K z`UheskRIOtv)l*%fuci4J^!F3U;E!A(9~OEa@GBs>-%|8xIZnHIbiiN_$9P zZYo9_;LVfOj^bOKOW0oZeCv4r{KWQpI?Y}*6^UlLxm#sUapddca{4?|1#CUJH+^3D zadKEsk{+qFUFG=h<@mHxds3i%=(zL*Vm)Vy^pSM?agn{WFeI}|Sy-6gwemOJd}LK7 zzxPJ8kSqE7>9X@u$y7VbkeMnBZ9}i5%GsCiRrpcqYYt^0e-nOgWR-Gz?%yI) zk_EGI%4DA@hA==olQr_NN>=!KAcdtB#dLd){P+MYl4@zH)sip4CT9Kc#_4#dzSb#m z9ueL>z-4_>8~BC*(3UuB%V}>~$6;!dTXp7kwQgr2Y)5IEape6X`MW}=W%)?z&e_Hk z-aOYfhw;{Vww@*Rd(hr>x&Z>GcDYun%X!;tx{u3In^R((-CGpZkE;U9#JIz?#~E>iEwKPE@W%Hx|&~3=NqdW3mumVwVN}m?#v?&t9Jiz{;H%Jr&L22?M*V_$v3OTVoG#9UMy$hEZ`Q+7TNdifkyl#C55G#?>-!L3W$p8Ht* z((ZPoQS?12vdY=<>HGOdn=s)m>I`MdAhx*d&wiWD9niRY(?<7MQT+EkwMTxJ@rtL@G; z*eSG6#p*h7rnJj-N+LTYn*ejImdTwSq@MS)5>KUzj;%-P)g^ap&YWLZw8M0s*%HPeh8+Jet@k>*tK5t1Omk+szL3){H<$u=Dxiu# zt>;^|Q)VrZXS8wuiv4s)z~rIw)N+(@nqj9>dL8w8KHXTQJ-%OHxgPoCB|A(-e7r+m zmUmF^Wt14}Hq&TR?UjO>Z7>4xWI53pKeWzKmN)?Qp?rURRgl-!>}KyGRyTH`&OiUF zO}-TLw)7J@6`$VDfJD>^$M_Qt^LO^8$f|{A#mRzHCH~nJ6`7AE$DqS0J`x{W(Um<& zg4UddvJnq3LaKQucwIT+u|cWRmW?M8qVC>R=CP#rm8BRG?N%# z7A#5!>dV>696!zk2hqrtWW{q*rWNW)h80AP;<|qeIIFgsY5X-}w-MdzvO6KJdPX$a z&a!Ot`Ab;qhspeeDT@X~ru6J7Q^BtYRCApCO3tU+Zud$FlZ4cWtl9k(3jGwveSsFt zjre)V+xt~D-^$2r^GriXI)oB&gW~!o=y#DUdHD%V3Rka=O<{7i`%8}K2ms#DH0}PP zxOHbR`%2VEV*?p7HA$K5QfvXg9-Xp;6qago@bx0LBhPE7UJ*-UNULn7Ibm805Gg|P zOOFsRgxTs2ADwb~d6w)F@q2={b!M?l&hX*FN&Ri)NnxNd@vJI_QlMiuTeMQvQ4gSPFXt$eEx*rKw z4Sh#>;N`_Lm4C21XC6UBObl}EA0M64`W=Q!a=B++kVqbA<=hFa@r`eΝwck(5I|-in-Q`__Yup zy+M9@VsgfBVq#ztLQOSMrrUsc`y=)T+dbue-mAf2i3om78Kiq z02|V1{D-E2Pdm|NU)}HPiF4)ZPhK8xQEeX^1s(>;&13d?sSV%zBrL1$@tez^Rt>wa zq*7MiJ-sqaQqQlBKYN;Ayhhz2`kJ==;#u=VodEaRM?>%q_&D7MF)aj8ART2cclVmx_Fv$swkrY15Dw1fI zHqw?{@4)aDN$F(ue?u_o8V;zh7>y*ikWMOex@vfKWg3?rv-&QrOHr;cvAOr0d@K9B zG2m@2ja-;{*TmkcZo8fesJ*47X7Wz7S7vnBrVlUEGUFH%`hE{e%-wk7sX2;Q+hvkE9@f53F0L4$RtS_43D>}I z<%<){gqjC}w&+l%cdFr(OH5;AO?#Kv*ity3QlEDfO7bE9?+}ZYsgiuh)sUhu)7ERy?f!@99XWT=Hkn>k9ECY^URAj9#i3J@T?Wo>lS`8Q zzMxkiStL2Nd+d;kWC3m@f!hac5hH$$+&X4@+MRB1A*)xdE#cs4#{~vS{t3sz54e+Q zjK6|#oYMMkpjkgP-a{|5X><7?(Pdh^K)huz(ig&Oc;-7&HJpMJA8a|Z+7P^7txJ%; zm@fOfT*n)72;0ITqMAutjV|@@;Q&mId=|hh9X`$7A2zcl1<>Amex|#%I~$y64rt>IpCw86uWiG-{>vKiuv+VG&pEhSa9<+z`lIyEA3K%Qs}=d%5Q@*<2dQHz4|cPsg}AIOf?5iv61U^wG;J z}MCkTbxe$J?%bo+|X=m6taDLTPuZ|2o0l3kze%XPr6%!b>BOspC?Ey-H z`*NBPE!d8K&Or0!O!VqvHXjxy08BM8onMSJTtYjj@pe5jYsjAL5Z>PV#McR`*q%|n z*igR<7HwZXSG|TRz3abyrQ1`L(tdT$%E>RxHwa#%beCs18-K{WZjhiODY`cj5N}&@60>-N6BoiOy3e_`NLVI3$JkD1 zB>e`+bF=#PLMz3LW7!7=vxx3P??ru3aNoux6;aZ86ipc29N4g4yb%*lwn@uuW_EAm zY9H@)fozap`V|c`vW8GMlz;qdtbPaHm zP((VKxGFUZ!?)8_1U=j>Vru^LbwfbC%l@m$GlXaAtm<<6A!6E!EM7+MxXtV|Qk8S! zy{TPgW`jV)tyquW2XIGBW|D!54X%w5!E#ls`ToxGbfg9k<*$8ByU@cjxt;dKmQgP| z3{C-@wo53(fI8UZ`Y&akGGCWk~5w3Y5de?qRjjO7HmE zBnHRVKD4ovR-f(mVbEX5ySn*1#4!dAUSFoqVykT4=-;}*Wz}U~`wkP%jy-M~Mv1+_ zrMsmVrvy&Ybidcw^0)D9+KxiuxLi`jF4P2ax>vwJc1o>|v-`$3q%Vxw-4Laqcm!t8 zbkrlJKxc1@753wxF>P7ht1}u^YgC42mI&0jI;NDBycI_U6^X7T#SeeeuZj#E1F&Nv zQF?2B^%68QV8Q5M2*Yj-I-X>y^ciDxC-680ThM&3>W{!T9mUF(sPO_?cxw~v!L6t_$|dpp}dyj}J99JHzH@_yATch6o)k$gMH%3N|o5*QSCWm~1RjuKdrsZ+jg`3tFkH-VP9NUfEo$VJ{ ztj8bpZ|a}}?>SKqZ4uVL8eg4oejz*owefK)_{f7eCra&P-~a2T|J~thdJhS=wZd@HgKEMkmSRNK{K<30@_MFuiAJw zZ@H+k$q&i_ZY};6{PyJ)bkx9j``C&KBxELqZ(hUXN2?g|zsK>&bx@3=QNh**6~%kf zAozo7iDBU3s&_?LylDIy$cq(S40*t}pNOJvz>zjii=D)G5*E<*l4h<*1KY1=!IshH zl781tejxVWh6JOtXlpnb(%PlFMIz2=(dPmC3g#(J-yeolh3X@clB)Jl7LR-V%IrCH zxsAhbWXJiK)7tOd^-QRnZ~R#E)B6J4Eo7Rl09Rbp4nH1!-=t-tBWzeS!Gj->Z2eIZ zi5P78b_+i%mL{gNb+_fq}ZNxiNhW`(Vi;U z{#^$$*4r{e3f3sFEejb08Wly<5YtJpLQj6AepoORzDJltk;%Pv1onQ=DWudSu0l%U zCZ9&(z&NalATAr4MIgBw@)_i7UCqACs32KGW(QfM*1N$};;wSYo7v(v%s{P*?!`2@ z;D_r^52tV3_u)-ryP9nUsfBWkf0Pw}v`Ot2g{h?XZ;Idk34z+h(_rw(F|4dttUZH) z^U1EPIiJBUtW5;+P?5JGpGyIb`s@H}A}@Z}WRzg>{i8eqYDz*}eV% z=Gh(DYOx`BWGImal&x7~L(ihkPf}G^cv`s+jTk0Hd^demOENQ{yl{pcp;W*f~4Z0fM4hdbhLaH@sv+t>4UfioBVlyJsg&9 z+AS17?%7?}8*j7vNs;QZ^5dD`Kl{{j1+1H<&jm!OEeW|~h5b(J?TqDkz zed5>Y4K`Lq7C-9w=|hgm;pR5q)_tm*f$~#^z)lHPT3jbKvI-G;oC~ro6{9!9T<8Z1 zEt|&=ba)YozGuy4z5ASKDhvXsrk^hnO_5-J&LlZ9tsItk!fanVv*Nkc=UsV*@3eOX zztzQ|Vv-eZ8a(tfFF~;N*oSv?gT9DWGKXcK{ya4YOX9KC|@fEs-YM>U8q%rog?J&i(?Ok*uw z#s)0c9P`oko3aO?TeFJ6B(!QcxX@ynv9vbkxiA(qhLvw80dY3Sp0()5ru^3FQN!IUGxa^A)8nU&hVaz?ho_Lt)P z{hS9SZaBI_dJfOf$ah_Uf+kz+C`$*DB4!hLjpHK)E#I#FOL8E^Mufd$F-Tvr+ldFc z20BdV5oP#)FCCNwo@zvBf2l>ZvJOv5T_X$bBGb7)nMWjeCztXZ9Os%%5q#jthmR)7 zP8F}vzWcXI3OdQ^MGs#)B*Gs9eb0JY0_L%Rzt&7jVMBw=o%4*l37Bgl>7qN*3`&MhW?ZCKf@4 ztr*GpdwhaR`TYK?&N>A6tOy5wJf|@bO!*AAkvJb&oRj^PPzwcscu2knhvVZ~-3R zFu&W5G(+o7b&89#*i0gyft=f#=62;Q=_nxG+!zBgCdiXt~NxRPvknPZsCsya*+4yWJH(^r28|Q>{J-(_` z<}Ow^Su-ZIWhxlIs*Wxl6CsXm7gE~%HG(ZM=)pb+bW-%bh0wSG?f`gL!~&Kq$X;eJ z6evttw3cHC!_Lf<^l`GAY4xD~WT6V=8R()GJYTjNiLCvJO+lPKVZ@*btyxl>YAZ;5 zznXU&xZespYxvybg5fArxJpX;3FulB>A59IzsfMEZAg4o!7~vX09WJpWIOs;q=Y)n zaxk`IM(rbhBrS}ryU~bJZR@bHT$&_gu0|2KBFg3A_9Z;_u)o?A^LV6XN7@$lcEo{5 z=DL_ts)!>hRN9*-Q|a<;6B<<7(89?<^$8TS5u=Fa$Mt%KIhckOv?GOd#4F5%CP}oI zD2vcOPc8|fZtiaJS!UCX5u9nTsS{d0?WV$Sc#;g~1O+ZX=7%z*07Xvqgimoz(Z)X@{4C zL^Ko8&|M+V;Uv2`Xv);x#K2~XA)l~bi^0Q~d&QFJ`b32XrXP(9Z2DR$4Z=RRHJ1U> z;Ir&#`i0qG!0;#4@OJmZ!&;?KbRCpu%9G;+Z0J&*AVx7O1#u$O1w{2c$@Ot*%6s7h z!pTK9{L4viZsui^Vqbif zoEQg=EG)VlR4!E!}t!@Zn-Vv7B6ACgA5Y0f!(LoGEM zU&|WPKs}u;r6x=&`5g;Qle07EDp|-(*i#mXbrDmoTr>s%l)N?xw!Nva-+xA8LLdR& z>ai02RYkNKvNYxz61@H#{bfufNSOw`0=v0n%uebWB-Cuvk7OC!mLfmD&{hrVqJBQU z=^-lU^YzMy?lWOLMvGEaQO6Zjxd^Etrkw1I??*~Hy37(1!=l3N6-#(>m!^GhD`l5~ zwql&td1M13ehpF%YVcU#!R=s3JfngL*lHUN<7A{bZjuTv+}+AU$Kyv38fXtS98L4+e*#->ee@Q(yI8hEy`=ReYs^XU9IK@L$L-@(fFZ) zXKc9USEcyvHhdz&?PYl!WTa(G14|}-GCfb56N&)#IXhNlp*u8DTJ{e@TVX(NL;%{d z>m)37({NJWu;aonD!7)IFO5C2+)Z-s1Jm(Byy=Nz>ZbdSUkG7)j27guReVe_NdDXk zVOltH03e+lj|d%CBx#-a(44-b0y+oliwm}eGlTqgd$0riTr%pVeIaixxXPe?HoOyA zMdvrTS$poD#r7V|(jH94^3D%-R+xcN*88<0pBYDHD&9O0S{&+w0m(Rgg?0*x=^w*d!o@&iXipj0k=Y{8`2D}& zOj5P*Xa3OVlf?BPj>0Bi(C-L?rJQC21&{){rbTUKqC^DG+JDj9V*^G;g(?R*sag&@ zis&{P*O8kEqA3AdtsEIw^E?I$xygQJ{0x$ncXFOF2@Kt_ z9u!-I0E3D-Y?38gX5))A?7?1=%8V5)wC>r_%oFUHctDPyC9$&#L0U2eYnl{pgi+Ha z+=|F&4{Z8lS|^7^JUvi8P$E7VOZ(kwp8DV{{{o%i1PV2-N%_AxSkl@s3{)md^i#&) zCTJHn=$ZkVwYU68q*mEX2IHHcJm3e}18z02Yh4y1adh#5sOFmsk;cGDtVB})u&nzG zZTB~RW9b}(l-no5Uag8L+O6gR2pGfHNWDRQVl!NeJ@e$2SpFO#Ti@aPd#J49wngD# z*<_ZX0j1($147SR4W=E1ar;VNo*+VtB51Xln;fMM^*)1ASAwAuZbX|2$S-@6SK`t< zpqmFpvM7ZFSW@5ID5-hZl6^&dt@^|PIO07`_YNHhq!(^eCJ`sXelF8ZM22m-&9P$Q z+n9+ftTap@0`#+C3eXO5#$1>7d@{sc0}=A% zM8GADeI1z!cHF%D$~@et7Fh#?mmzBHcfhB$As?u8Lun&qm!HNGKq$St6K-uewoq@P zI38ESmEd7Di@n(vJryR#t94%bf}@KYWYQp^N9ex*Ha7N9B8Go1x3#tE9OOWYX((K1 zx)TT+p%{V)`=!AC6eotTpQT5P(}ch8pxmG26o+|8T$>n*-_$<_9vB1v6D7=i5)xR9 z{(e{V5ofox)K$ifz20r|RpgQVT5+y%x5tcF*?;dl_@X(j9gdlp?ITpdW(lX&D$U z<*xhLI_o=N1?d)K8XK_-&H!;!;o}<%%2{O+9%ih{l)t!*$EC<2-XHU@43_PQY)+^& z>f^~hfe#i$^on%9JPM=h=x}Oe(?r~N1(F7YCh!#vn)V0#Jkj>lA*AZCmL8UhDa^Cv z4j&n2rweA_*!_fF>H~v%qh6&!w@ycyXV#l26+_=TM@LWGKx)j#3Ofzy5OX?MWM=kW znRkbPao??saS5KL{nh|NE;Jj%E}+6bjz*p0%33Dqj{YyXhWK)gE|~zVz_qC_ zo~O%=mm}LRvf3B!PE{$EQ6&-|i9b(50zs#Nc{EAES``PSoq@RQ0dT{>a+@`7G=;B_ z<65MR-xaI>m}yr|1GjJCrI1p~{6$pqk4NLVn`B3#jux#yA*u_eg}W%qY>&X94Vx7$ z#g($1uMXuWYg!@8_J%?`i7={`^({3rD%b&+0gb~^Dm1TS79l7f?f(1ER!)aBe+|K|0bmDig3Z1w(R?DQiY~0qs{4L+&z1|lO@A&fyALT9D76;*M;ZT;QN|?qyZ^AtdPLz^S9($K`9tYpk9-~4 zW}m2J_rQ6meO1gw@bVcHRTmG6ypF>O?H}JJ6?IqruLWKFV?oy`x>LXY_g0O`;}JV3 zwui5EnfsRsUD_it%*5Gu3a7uGG7-ur`8l!XX@+4(; zpo4cf^M@Iqyqf>oq9LD!0~nSfK`()}Xnxc@8;B8!KWm$Vyc*X>w%;hRu%Aa7M z@%2f6umDIR-2FmN&g!FcNNrKH7ro!s4Y&j|*pn(@5C{Gg^?iaLDIfvFGIr~UwXJ({ z2RVL2&yJAfK=%iO$X%BW*OR@=kND-unxB#e(ocqNXk@rk&!v!?OmQOroK^*-j(9_h zHD+)$T|(^0eDc5kDa6#6V;~O-8WxATTPqXvUnmu-*p)W9?;lrDgb3Wu3u%Sp+b3YSs=M zADUI$*DEAC4l_5gba|mca&k;;KWFZ&K(Mhq`!D-6U|LVmX=Vm?r2{6dqh`;}QB+y< z^)h--MGB43g&Yi}1+If6n-rb$4Bw&p3>c4)qXd4%j*uywNQ7D0QqV&hvws$muMLvo zvlBA%$*DVTA6-TpsA?4?kDs!lU?l>DP1^dTs3hJCej`44;6n1RJBro-Yq9SJ37UQ6 zmgAx=PDw*_WeUtPzRIv43@X1DH7u7IxnpvE%7k2wVW=C?tjxErH4{GkV@YL6!dJ`U zni(^R(D8qmcwdXxK*vU~syunQ)-P;@=_vYq+O~iARS^23)kj_I;YCWH@Y?7N8I51^ zGeYb@@)LgviN%(KX4}kuu%SC-*EucK;14#;!Emk*Y};>WTsc76aJ{Kp+8A(6VM_lQ z-9uL;#qTbq7>RRfvxy(4<6dv?S>c=*vWliNggimssLDkL_%;!Ir!fYe>d|6 zsXe=AZzi0+Ib~;2aV-M&heq#Co~Ji~B9JL5GP5f6f`$aNDFce{Qv_Y9^5KI?I#VR9 zwC^wmRYCitXXX(2^#1H*Ly z2`mCM{{|MS1fL9@uWQdHRWRrDM^R}B;_upfm~0(*L4n0OnnJ@-6Kci30*gf@P{iRu zUuG+X#v~&eZv)(03^Ekq%LjR#08K;)G__nHPk2>odKV?jmLyG4NWpjmRJxRP`s%KI z$gov>na~emWcN$6RVzm$D!anz93f2*g!-m?KLq$-V-kX2I4J)sG_-d%V)|)A&3yH! z;hBrP$Ds(?s?ofXcWif@5M)xt&l_w;+}|m-+&4`6mkWadx(|NNM=Lz63#)9`>3bX{ z`IO&D1$uh;Cy8O_xII%nRF+lcR5*Lpn$?yVxKSoi!XPr7k+>~ z*qYoE-siO83m+v)^6DfUg0ahKdWhbfS`JY_(vHQ8_gCCVw%O}sWW;?|4HBz^1e9Jk z<78zBj%my~|F?JU|6h>!qv~UPXoSzdH){gm%Hho4+Zfo~Kv*K%3GlConRM8bN-g1| z=Y0ZPqT#1&ggCe-;@H+jn77H~;YrJew_&wh=Tun>fhowaqtRV-thQYQXesGB|8++_ z0(+cVR5m6+c+LuIw9zl8k~hnLGGxCNIyWir@#DTSAR}A% zc!#nRkk{gvQnQPZnNQ92qL;S4+IoPe%dl@h2(`1I38I1_&`)Q7m#BGL%aMZ8ES~#> zq{jA9|8~j4Uy_0yZmpd#YnG(OHU%lww8ydBL+Trtjr7Bvc1+&SxACPf%jkBUuA7HQ zm*}1iP$)<(_l>w_RscPF8WAc<*FQfH;hug&#irB_6uM_6E`yD94L1*P8VWUh1k;Gg zgPVG=V>+2ew+w!h4Rfh!JXH-~sRUN`q;K1c`5 zj?UOGWMt_ZfsW7k_K6fMlvSAyQeG+#&l;qvuX|@61B;?E5m;6EXy9qHGg5P^Zr!Cb zLNlxh-(vG~NAlE5>$65~Gm2oh-Pzv!{x45&IikfwXW(f{qC&RD#rHH_Ekfqq&g9+& zo{o3`=%petL6?QkT42*nlTNX$8Y0!7ixwJN#Z_`Xt><{D_Y{94M_zX7 zq@Nx6)~DS`H_HIa%O4%ue%8GG=CX_uJ5=j+_RHRv3p?w}(mA)Im){8MV0l0-gg7M5 zH)gpWHLzWP|oCdm8Lxkdn*x?s|gw>5MSHoDX;cXeG93qp?>m|=CG-z7%hD9e~8qFz=Z z_=%V(8hu$I4SKw2kWq8dK?;|%hUhTM8ZW9Ig)U=JX_#b!aVkA6Nym|Z&TTHO00JBx z*OmnPs~%+!RJ8=632c( zDk>ItixRTK2vU#U&z@}PIwK$~jEqb`Akq_nF3q2eRwols2Q~`E6&kW$j)uVt>L8L+HMP!`~H4#Le?&_BfiSodJW(sn616g@eZ@=KJ0lXG3WH!Fpx%zjxV-V*VDMF6|v2EXElymCKZuk!=nxmjzMaw71% z0)sjF=I6Z-2hM#cHA%dLuQ1{eBMtdi0P(65vT0OtEU%{Pe<_T8z4}zDh{ER|hw_W}SD$?8=)$y;r{ir|;qmEi zGf}zv^pC5}@UVZFP`7_8tlVz)56AK0czgIV7$3@NyfHy%H^lWgj9!g-Q?iuG+g%Bg z+2^g#VYl6_Rnp}rcGeUd8pbi^wBBxX^186|F#hfKxWC=sZ?8W6uf8_dMYGrbI$X!= zbe*q@^A_JMu2;OKI7PAfV$#K8i$NB9E9O)zp(wiOv8btNp)}p4r!FmX>4;0iTl(43 zu9i--G?JxHoZ7(202PrFbh+Eu~kftV-cj>Y`Hil&Yo_Eu|(YB}b_! zO2JU-fs*b^HZRG#TQOC~LevgE;%=1LYTNvh@GM2bxn=CVDv6* zO9l;_wb6cOtxHx}A2xm$^KR5?8@9@AwO`xKW;?{N9#l$xSckY(!&RmJ`F_7H)^Z$+ z0S?FUdyBC<9XA`Z)hP}(yV0gn*X^<~deFPwVAh-6dQ<+gR>gGkVBc3B(aq`2%xAKjNz;Qo&*I~RbB+HkJ z66PN|{Brf@#OvMflN=s~ujAoy*o?DR6^V>bhhp#Er(&e#f2Z?mSDXE~+ud#M%E!}Z z#Vy_S?40GZ;+W&p@8kCNIIQo-;oI|Zc_3oiA<}g{t?B8<%aC?8ZJ5DiTJv{t&dpPbl zzZFKz)can|k^A%~YjsIgSD#C~dz=DE$tLrE{1oWt;QkyAZofTjz6=ka$L))7Un-44 zBNq1d-<~$(2k|;?*UH7A6gNZ6F>ga2b+DV520dD{-a6-lNxO9lr6wD-)q~YG*`TfW zL*Ce{IWjHFrbc}|47+g`Z5%cm9k#=6J(k3!Qi=WJT8HS|&Td1OPha-`I$O*26sG^}udDKh)!ku^ z;^W_k65-3AzwAHnA5KNp{kOTO+CA;Ru3Gjy{POrm`S~y7{o`ENP1$Ht+G^IxMDQf( zzx*Zrvigr!r`-<^WB2jDq&c_D0-6)o;jtu=;aKX#d1({yIFz!m@OSsLdRACjQmMy^ z8I{kcnyyr5zfCKC&Ni#v@b&KgkJWJO3dK2V4fhidQ<|E-u__sD9KKG>j8A1r+m~|j zY5Z1Pt7z`;3Ud z&8;_Gxq7!PCUc94@QbeAF zTxx{RPi1LEiq9IF{<6EfKS{nUZ#&6t*7xni`0dQ+i<3-6>8ske+H440yD1)^a>?Ds z1+Rj$gBp|{N)fXOn@}p>U2 zU_;t%{W@85S8;jrRkkwZCvG82V_^rvw6jvUGQVFVIRBAGbDeTThaP{Ppx;ff-GnxI( Z`0)F9zkeKWe%Duj{vWwGl=4{R)Bw6l^_~C# literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/allocation/vendor/independent_owners.py b/research/rank7-restore-carrier-skips/allocation/vendor/independent_owners.py new file mode 100644 index 0000000000..16013201b1 --- /dev/null +++ b/research/rank7-restore-carrier-skips/allocation/vendor/independent_owners.py @@ -0,0 +1,111 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Independent integer-time and mask check of the actual parameterized-replica owner allocation with PR2802 retired7 providers. + +Chronology/mask method derives from Tekalign's PR2751 independent_owners.py; +Marius-Paul Dumitrean's PR2802 retired7 native construction and the retained +provider frame checker keep their +upstream attribution. No solver, producer, emitter or floating arithmetic is +imported. This checks finite geometry, not global native/outer admission. +""" +from pathlib import Path +from collections import Counter,defaultdict +import argparse,hashlib,gzip,json,sys,types +sys.dont_write_bytecode=True +def need(v,msg): + if not v:raise ValueError(msg) +def sha(p):return hashlib.sha256(p.read_bytes()).hexdigest() +def read(p): + b=Path(p).read_bytes();return json.loads(gzip.decompress(b)if str(p).endswith('.gz')else b) +def inputs(PROVIDER): + provider_pins={'inputs/PLAN.json.gz':'afb3c5c8134fc2cfce0b50a21758490c225574994b2c3c5161e53e2355acc6fa','inputs/GLOBAL-TEMPLATE.json.gz':'21297b20f1f2dc76eb9dd8124416068c3cb096bab9df17fa4da19bc68dfe082e','independent_local.py':'ee1faab70095fa312fc61d375ddf015b76104cb1a542ae7876a149e7999faa20','inputs/PROVIDERS.json':'391075b1411a3976850c633f92f58c35ed3f046f09d55bd435d7545124543fd4','inputs/WORD-base.json.gz':'dca8becca633ffc5e998985631bcbcab1123b27ca7f10ac6a96b1ec21ce69a66','inputs/WORD-extra.json.gz':'6bcb3c2c73eaf7558ddc6ef6b484334f8d96b9d2b227e265483b657de00f4bb7'} + hashes={} + for n,pin in provider_pins.items(): + p=PROVIDER/n;need(sha(p)==pin,'pinned PR2802 provider source '+n);hashes[str(p)]=pin + L=types.ModuleType('retained_independent_frames');exec(compile((PROVIDER/'independent_local.py').read_bytes(),'pinned_PR2802_independent_local.py','exec'),L.__dict__);providers=read(PROVIDER/'inputs/PROVIDERS.json') + for tag,pid in [('base','gauge44'),('extra','extra')]: + word=read(PROVIDER/f'inputs/WORD-{tag}.json.gz');report,start,ends=L.check_frames(word);L.check_cleanup(word);L.algebra(word) + widths=[L.dm(ends[k])-L.dm(start[k])for k in sorted(start)if k>=224] + need(widths==providers[pid]['widths']and len(widths)==408,'actual ordered provider frame widths');need(len(word['centers'])==8,'eight centres');providers[pid]['actual_paid_profile']={int(k):v for k,v in report['profile'].items()} + return read(PROVIDER/'inputs/PLAN.json.gz'),read(PROVIDER/'inputs/GLOBAL-TEMPLATE.json.gz'),providers,hashes + +def windows(template,order,T): + ranks={c['child']:c['rank']for c in template['idle_children']};pairs={e['stage']:e['pair']for e in template['recipe']if e['kind']=='local'} + blocks={};stage=None + for event in template['execution_schedule']: + if event['kind']in('bank_padding_cover_sweep','translate_every_live_family'):continue + if event['kind']=='local_cover_sweep':stage=event['stage'];blocks[stage]=[] + need(stage is not None,'source event before local call');blocks[stage].append(event) + need(set(blocks)==set(range(9)),'nine source stages') + progress=[0]*T;last={};result={} + for t,(stage,replica)in enumerate(order): + need(0<=replica0,'idle source position');start=last.get((replica,event['pair']),-1) + for child in event['child_indices']: + if child in ranks:result[replica,child]=(ranks[child],start,t) + elif kind in ('terminal_Y_translations','terminal'):pass # inherited terminal phase; no pending-window endpoints + else:raise ValueError('unknown source event kind') + need(progress==[9]*T,'complete replica source progression');return result + +def check(T,order,fill,dispatch,claimed,plan,template,providers): + need(type(T)is int and T>0,'positive T');N=9*T + need(len(order)==N and set(map(tuple,order))=={(s,r)for s in range(9)for r in range(T)},'complete T call coverage') + win=windows(template,order,T) + need(set(dispatch)==set(map(tuple,order))and all(p in providers for p in dispatch.values()),'provider dispatch coverage') + for s,r,pid in fill.get('dispatch_overrides',[]):need(dispatch.get((s,r))==pid,'final dispatch override binding') + need(fill['columns']==['time','helper','owner_replica','child','port','offset'],'literal role columns') + need(len(fill['rows'])==N*408,'complete role count');helpers=[0]*N;families=[0]*N;occupied={};lastrow={} + for idx,row in enumerate(fill['rows']): + need(len(row)==6 and all(type(x)is int for x in row),'integer role shape');t,h,o,c,p,z=row + need(0<=tlastrow[key][0]:lastrow[key]=(z,idx,w) + need(helpers==[(1<<408)-1]*N,'all helper identities');idle=Counter() + for(o,c),(cap,_,_)in win.items(): + for p in range(112): + key=(o,c,p);mask=occupied.get(key,0);used=mask.bit_count();need(mask==(1<= 704} + assert buffers == {704 + int(h) for h in word['helper_final']}, 'actual cleanup buffer/end-point bijection' + assert len(buffers) == BUFFERS, 'all 91 private buffers charged' + private_counts.add(len(buffers)) + providers[provider] = {'widths': widths, 'actual_paid_profile': {int(k): v for k, v in profile.items()}} + word_records[tag] = {'sha256': sha(path), 'local_profile': profile, 'width_inventory': inventory, 'private_buffers': len(buffers)} + assert len(private_counts) == 1 + registry = read(P / 'allocation/PROVIDERS.json') + assert {k: {'widths': v['widths'], 'actual_paid_profile': {int(r): n for r, n in v['actual_paid_profile'].items()}} for k, v in registry.items()} == providers + base = P / 'allocation' + order, fill = read(base / 'ORDER.json'), read(base / 'FILL.json.gz') + raw_dispatch = read(base / 'DISPATCH.json') + dispatch = {(s, r): provider for s, r, provider in raw_dispatch} + assert len(dispatch) == len(raw_dispatch), 'unique actual call/provider binding' + profile = read(base / 'PROFILE.json') + plan, template = read(base / 'vendor/PLAN.json.gz'), read(base / 'vendor/TEMPLATE.json.gz') + T = len(order) // 9 + def check(candidate=fill, claimed=profile): + return owners.check(T, order, candidate, dispatch, claimed, plan, template, providers) + result, _, _ = check() + assert T == 74 and result['roles'] == 271728 + result['physical'] = result['live'] + len(helpers) + len(word['centers']) + next(iter(private_counts)) + 2 + assert result['physical'] == PHYSICAL + result['physical_source'] = 'Actual 91-register private cleanup namespace, 408 live helpers, eight centres and two guards; global stock checked separately.' + controls = {} + def reject(name, candidate=fill, claimed=profile): + try: + check(candidate, claimed) + except ValueError as error: + controls[name] = str(error) + else: + raise AssertionError('owner corruption accepted: ' + name) + reject('missing_role', {**fill, 'rows': fill['rows'][:-1]}) + first = fill['rows'][0] + j = next(i for i, r in enumerate(fill['rows'][1:], 1) if r[0] == first[0]) + def mutate(index, row): + rows = list(fill['rows']); rows[index] = row + return {**fill, 'rows': rows} + duplicate = list(fill['rows'][j]); duplicate[1] = first[1] + reject('duplicate_helper', mutate(j, duplicate)) + collision = list(fill['rows'][j]); collision[2:5] = first[2:5] + reject('same_call_family_collision', mutate(j, collision)) + overflow = list(first); overflow[5] = 49 + reject('capacity_overflow', mutate(0, overflow)) + wrong = dict(profile); wrong['1'] = wrong.get('1', 0) + 1 + reject('changed_paid_profile', claimed=wrong) + exact = moment.run(base, base / 'baseline') + claim = read(P / 'CLAIM.json') + assert {str(k): v for k, v in profile.items()} == {str(k): v for k, v in claim['profile'].items()}, 'claimed complete profile' + baseline = read(base / 'baseline/CLAIM.json') + assert Q(exact['previous']) == Q(baseline['kappa']) < Q(exact['target']), 'strict gain over the PR2969 headline nomination' + assert all(sha(P / name) == digest for name, digest in {**word_pins, **allocation_pins}.items()), 'input drift' + result.update(status='PASS_RANK7_LITERAL_OWNERS_AND_EXACT_MOMENT', providers=word_records, + controls=controls, moment=exact, allocation_sha256=allocation_pins, + scope='Recounted local frames, exact whole-owner geometry and directed moment; algebra/native/global/outer admission remains separately required.') + (out / 'RESULT.json').write_text(json.dumps(result, sort_keys=True, indent=2) + '\n') + print(result['status'], exact['target_decimal'], exact['gain_decimal']) + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/check_cap.py b/research/rank7-restore-carrier-skips/check_cap.py new file mode 100644 index 0000000000..c0ba5ea0b9 --- /dev/null +++ b/research/rank7-restore-carrier-skips/check_cap.py @@ -0,0 +1,106 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +"""Fractions-only certificates of the fixed-capacity packing caps of the parent and of every stage word, the literal gap of +the shipped allocation to the final cap, and exact comparisons with the current claims. + +certificates/RELAX-CAP.json stores the 10-pattern optimal basis of the fractional relaxation of the final words' inventory +{4:26,5:2,6:16,7:52,8:99,9:213} with local profile {1:2445,2:706,3:232,4:108,5:18,8:8} (bins 672/448/448/448 per replica of +capacity 8/16/32/48, all 2,551 count-vector patterns with widths 4..9, one idle child per bin, the complete per-call local +profile paid). certificates/RELAX-STAGES.json stores the optimal bases of the parent (PR2942, 1,163 patterns), of stage 1 +(joint rank-7 end frames) and of stage 2 (five extractions). tools/relax_exact.py checks, with exact rationals only, each +basis' primal feasibility (the cap is at least its root) and the sign of every pattern's reduced cost at the upper end of +the root bracket (weak duality: the cap is at most that end). The final optimum is FRACTIONAL per replica (basis +denominators 4 and 20), so no allocation realizes that basic solution literally at T74. This script checks that the +literal profile allocation/PROFILE.json is a complete profile of these words (666 calls x local + idle children, rank mass +74 x 65,088), that its exact root bracket lies below the cap (as weak duality requires), records the exact gap, and compares +the literal lower root exactly with the kappa fields of the pinned comparator claims (PR2969 in allocation/baseline/, and +PR2966, PR2957, PR2942 in comparators/). No optimality of the literal fill among integral allocations is claimed. +Marius-Paul Dumitrean, with substantial AI assistance (Claude Code). The relaxation model and root arithmetic are ours +(research/t37-word-level-census-r12 lineage, as shipped by PR2930). +""" +import gzip, json, sys +from fractions import Fraction as Q +from pathlib import Path +P = Path(__file__).resolve().parent +sys.path.insert(0, str(P / 'tools')) +import relax_exact as RE +import root as R + +def read(path): + raw = path.read_bytes() + return json.loads(gzip.decompress(raw) if raw[:2] == b'\x1f\x8b' else raw) + +def verify(cert, patterns): + r = RE.verify_basis(cert['local_per_call'], cert['inventory_per_call'], cert['basis_patterns']) + assert r['status'] == 'PASS_EXACT_RELAXATION_CAP' and r['patterns'] == patterns + assert (Q(r['cap_lower']), Q(r['cap_upper'])) == (Q(cert['cap_lower']), Q(cert['cap_upper'])) + return r + +def main(): + if not __debug__: + raise SystemExit('refusing python -O') + cert = read(P / 'certificates/RELAX-CAP.json') + stages = read(P / 'certificates/RELAX-STAGES.json') + words = [read(P / f'edits/FINAL-WORD-{t}.json.gz') for t in ('base', 'extra')] + parents = [read(P / f'data/PARENT-{t}.json.gz') for t in ('base', 'extra')] + for w in words: + assert dict(w['report']['local_profile']) == cert['local_per_call'], 'certificate local profile = actual words' + assert dict(w['report']['width_inventory']) == cert['inventory_per_call'], 'certificate inventory = actual words' + for w in parents: + assert dict(w['report']['local_profile']) == stages['parent']['local_per_call'] and dict(w['report']['width_inventory']) == stages['parent']['inventory_per_call'] + r = verify(cert, 2551) + cap_lo, cap_hi = Q(r['cap_lower']), Q(r['cap_upper']) + ladder = [('parent', verify(stages['parent'], 1163)), ('stage1', verify(stages['stage1'], 2551)), ('stage2', verify(stages['stage2'], 2551)), ('stage3', r)] + assert all(Q(a[1]['cap_upper']) < Q(b[1]['cap_lower']) for a, b in zip(ladder, ladder[1:])), 'every stage raises the fixed-capacity cap' + T, calls = 74, 666 + fractional = {k: str(T * Q(v)) for k, v in r['idle_per_replica'].items() if (T * Q(v)).denominator != 1} + assert fractional, 'the optimal basic solution is fractional at T74' + profile = {int(k): v for k, v in read(P / 'allocation/PROFILE.json').items()} + assert sum(r_ * n for r_, n in profile.items()) == T * R.MASS_PER_REPLICA, 'complete rank mass 74 x 65088' + idle = dict(profile) + for k, v in cert['local_per_call'].items(): + idle[int(k)] = idle.get(int(k), 0) - calls * v + assert all(v >= 0 for v in idle.values()), 'literal profile pays the complete local profile of every call' + idle = {k: v for k, v in sorted(idle.items()) if v} + lo, hi = R.kappa_from_profile(profile, T) + assert lo < hi <= cap_hi and hi <= cap_lo + Q(1, 10 ** 25), 'literal root at most the cap (weak duality)' + gap = (cap_lo - hi, cap_hi - lo) + assert 0 < gap[0] <= gap[1] < Q(1, 10 ** 6), 'recorded gap' + controls = {} + try: + bad = [dict(e) for e in cert['basis_patterns']]; bad[0] = dict(bad[0]); bad[0]['widths'] = list(bad[0]['widths']) + [4] + RE.verify_basis(cert['local_per_call'], cert['inventory_per_call'], bad) + except Exception as error: + controls['perturbed_basis_pattern'] = str(error)[:160] + else: + raise AssertionError('perturbed basis accepted') + stale = RE.verify_basis(stages['stage2']['local_per_call'], cert['inventory_per_call'], cert['basis_patterns']) + assert stale['status'] == 'PASS_EXACT_RELAXATION_CAP' and Q(stale['cap_upper']) < cap_lo, 'the stage-2 local profile gives a strictly lower cap' + controls['stage2_local_profile_lowers_the_cap'] = 'cap %s < %s' % (stale['cap_upper'], cert['cap_lower']) + try: + RE.verify_basis(cert['local_per_call'], cert['inventory_per_call'], stages['parent']['basis_patterns']) + except Exception as error: + controls['parent_basis_for_changed_inventory'] = str(error)[:160] + else: + raise AssertionError('the PR2942 basis must not certify the changed inventory') + over = dict(profile); over[48] -= 1; over[24] = over.get(24, 0) + 2 # a finer idle split of the same rank mass + if not R.kappa_from_profile(over, T)[1] < lo: + raise AssertionError('a finer idle split must lower the literal root (concavity)') + controls['finer_idle_split_lowers_root'] = 'PASS' + headline = lo // Q(1, 10 ** 24) * Q(1, 10 ** 24) - Q(1, 10 ** 46) - Q(1, 10 ** 70) + comparisons = {} + for name, path in [('pr2979', P / 'comparators/PR2979-CLAIM.json'), ('pr2969', P / 'allocation/baseline/CLAIM.json'), ('pr2966', P / 'comparators/PR2966-CLAIM.json'), + ('pr2957', P / 'comparators/PR2957-CLAIM.json'), ('pr2942', P / 'comparators/PR2942-CLAIM.json')]: + kappa = Q(read(path)['kappa']) + assert headline > kappa, ('strict gain over', name) + comparisons[name] = {'kappa': str(kappa), 'gain': str(headline - kappa), 'gain_float': float(headline - kappa)} + out = dict(status='PASS_LITERAL_ALLOCATION_BELOW_FIXED_INVENTORY_CAP_WITH_RECORDED_GAP', cap_lower=str(cap_lo), cap_upper=str(cap_hi), + literal_lower=str(lo), literal_upper=str(hi), gap_lower=str(gap[0]), gap_upper=str(gap[1]), gap_float=float(gap[0]), + tight_patterns=r['tight_patterns'], strict_patterns=r['strict_patterns'], idle_per_replica=r['idle_per_replica'], + fractional_at_T74=fractional, literal_idle=idle, profile={str(k): v for k, v in sorted(profile.items())}, controls=controls, + stage_caps={name: {'cap_lower': rr['cap_lower'], 'cap_upper': rr['cap_upper'], 'patterns': rr['patterns']} for name, rr in ladder}, + headline=str(headline), comparisons=comparisons) + print(json.dumps(out, sort_keys=True)) + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/comparators/PR2942-CLAIM.json b/research/rank7-restore-carrier-skips/comparators/PR2942-CLAIM.json new file mode 100644 index 0000000000..53d9edee7e --- /dev/null +++ b/research/rank7-restore-carrier-skips/comparators/PR2942-CLAIM.json @@ -0,0 +1,80 @@ +{ + "admitted_package_manifest_sha256": "86513bcfac5c9554a03a6ba7c00dae7b856a6197007c923205d23c7abba6ec0c", + "baseline_head": "81f3b5d12977eba09e06fbff729167d59faabe90", + "baseline_kappa": "17224999064432745643569999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "baseline_pr": 2930, + "calls": 666, + "complex_lower": "430704079965803581999/250000000000000000000000", + "extractions": [ + { + "helper": 249, + "normal": 45, + "step": 1 + }, + { + "helper": 267, + "normal": 45, + "step": 2 + }, + { + "helper": 251, + "normal": 45, + "step": 3 + }, + { + "helper": 265, + "normal": 45, + "step": 4 + } + ], + "fill_sha256": "1880caffbea87cf9e946be60528fbc68c119e8e2ff56df9370b6cc373fc50e66", + "fixed_inventory_cap": { + "cap_lower": "17228172707428495209099/10000000000000000000000000", + "cap_upper": "172281727074284952091/100000000000000000000000", + "realized": "below the fractional optimum by the recorded gap (check_cap.py); the cap basis is fractional at T74" + }, + "gain": "316413419939763639/1000000000000000000000000", + "helpers": 408, + "independent_inputs": 632, + "kappa": "17228163198632143279959999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017228163198632143279959999999999999999999998999999999999999999999999", + "live_families": 66304, + "local_profile": { + "1": 2434, + "2": 632, + "3": 286, + "4": 104, + "5": 26, + "8": 8 + }, + "native_receipt_sha256": "0261d8834cfa6de1b654d9539c19fce9c762bf94de97d6d055cee06f85859909", + "physical_families": 66808, + "previous_open_claim": { + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "kappa": "17215886471978018806049999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2917 + }, + "profile": { + "1": 1638360, + "14": 1, + "2": 420912, + "3": 196337, + "4": 69264, + "48": 27291, + "5": 23531, + "8": 5328 + }, + "release_receipt_sha256": "c2f14611d571c3b2f3482d480d4f91f698fa73568a3af7b7b7db632a9c369a48", + "replicas": 74, + "scope": "Conditional finite supplier/outer certificate for PR2917's words plus four paired extractions at hyperplane normal 45 with a new literal T74 allocation. Inherited all-size/compiler/theorem hypotheses remain. No selected-frontier change or independent-human-review claim.", + "source_manifest_sha256": "79956f19c5c3d4d1ad3578e4b3d6844bc54c1f3680825fc87c80cc04f069dae8", + "status": "CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE", + "width_inventory": { + "4": 26, + "5": 2, + "7": 62, + "8": 100, + "9": 218 + }, + "zero_buffers": 86 +} diff --git a/research/rank7-restore-carrier-skips/comparators/PR2957-CLAIM.json b/research/rank7-restore-carrier-skips/comparators/PR2957-CLAIM.json new file mode 100644 index 0000000000..cff1a70ed8 --- /dev/null +++ b/research/rank7-restore-carrier-skips/comparators/PR2957-CLAIM.json @@ -0,0 +1,32 @@ +{ + "admitted_package_manifest_sha256": "c77e262bf8009e3052b0c93377f4b67f70965e0ec4d3db493760e25203fcf6df", + "baseline_head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "baseline_kappa": "17215886471978018806049999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "baseline_pr": 2917, + "calls": 666, + "complex_lower": "1723717415070738170971/1000000000000000000000000", + "fill_sha256": "e045aa613f8fba06d81313f5e1c2cbec9ee94552163b8d1eb9205bf2fa7f2285", + "gain": "1064383936468145183/500000000000000000000000", + "helpers": 408, + "independent_inputs": 632, + "kappa": "17237174150707381709709999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017237174150707381709709999999999999999999998999999999999999999999999", + "live_families": 66304, + "native_receipt_sha256": "b6b139824c9c848b0dbad1675242834d8f642c4448ad8b88bc6b9f8c06be578e", + "physical_families": 66804, + "profile": { + "1": 1623708, + "2": 423576, + "3": 189810, + "4": 77256, + "5": 24198, + "8": 5328, + "48": 27158 + }, + "release_receipt_sha256": "67cfa2eedab8db985dce07fe074c782599e4425fc8106ed1155bfe7aa789a53f", + "replicas": 74, + "scope": "Conditional finite supplier/outer certificate for PR2917's unchanged words with a new literal T74 allocation. Inherited all-size/compiler/theorem hypotheses remain. No selected-frontier change or independent-human-review claim.", + "source_manifest_sha256": "e10893e19f1fdb3fd5d66d4e1199f5cc957e7c006ea32fddeca4b95bffced9a0", + "status": "CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE", + "zero_buffers": 82 +} diff --git a/research/rank7-restore-carrier-skips/comparators/PR2966-CLAIM.json b/research/rank7-restore-carrier-skips/comparators/PR2966-CLAIM.json new file mode 100644 index 0000000000..8f1ad730dd --- /dev/null +++ b/research/rank7-restore-carrier-skips/comparators/PR2966-CLAIM.json @@ -0,0 +1,91 @@ +{ + "admitted_package_manifest_sha256": "ea8665c7c7ea255cabe8f8d2a3224b52533a5d0de66661092fd7f07f44090a02", + "baseline_head": "81f3b5d12977eba09e06fbff729167d59faabe90", + "baseline_kappa": "17224999064432745643569999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "baseline_pr": 2930, + "calls": 666, + "complex_lower": "431008568130863044353/250000000000000000000000", + "declared_rewrites": { + "classes": [ + "R-retime", + "A3779-cut-start-read", + "PM-carrier-lender-entry", + "B-carrier-retime", + "A-commuting-swap" + ], + "count": 14, + "rewrites_sha256": "9c37fc5f989c81a26de3b2e3c29b87c1c9e1caa2565b1b89d2bf2eb6aec800da" + }, + "extractions": [ + { + "helper": 249, + "normal": 45, + "step": 1 + }, + { + "helper": 267, + "normal": 45, + "step": 2 + }, + { + "helper": 251, + "normal": 45, + "step": 3 + }, + { + "helper": 265, + "normal": 45, + "step": 4 + } + ], + "fill_sha256": "1880caffbea87cf9e946be60528fbc68c119e8e2ff56df9370b6cc373fc50e66", + "fixed_inventory_cap": { + "cap_lower": "3448070449496209757101/2000000000000000000000000", + "cap_upper": "8620176123740524392753/5000000000000000000000000", + "realized": "below the fractional optimum by the recorded gap (check_cap.py); the cap basis is fractional at T74" + }, + "gain": "306873216035522611/200000000000000000000000", + "helpers": 408, + "independent_inputs": 632, + "kappa": "17240342725234521774119999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017240342725234521774119999999999999999999998999999999999999999999999", + "live_families": 66304, + "local_profile": { + "1": 2430, + "2": 628, + "3": 282, + "4": 110, + "5": 26, + "8": 8 + }, + "native_receipt_sha256": "a33112ee7e03cc09bc91e618e7d0e3db98cbd8b9ead274ca58eb8ea3af1047bd", + "physical_families": 66808, + "previous_open_claim": { + "head": "a027b0f6", + "kappa": "17228163198632143279959999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2942 + }, + "profile": { + "1": 1635696, + "14": 1, + "2": 418248, + "3": 193673, + "4": 73260, + "48": 27291, + "5": 23531, + "8": 5328 + }, + "release_receipt_sha256": "42941b91683a38b6daa1ba953fa51b839123606a68d81a10868c2c998ce448d3", + "replicas": 74, + "scope": "Conditional finite supplier/outer certificate for PR2942's words (PR2917's words plus four paired extractions at hyperplane normal 45, PR2942's literal T74 allocation unchanged) with fourteen declared exactness-preserving gate rewrites in five classes. Inherited all-size/compiler/theorem hypotheses remain. No selected-frontier change or independent-human-review claim.", + "source_manifest_sha256": "f18779d932cd2b42709e9ba6d4a5e72bb6619ee39a3256a1f13d49f195ec5e3a", + "status": "CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE", + "width_inventory": { + "4": 26, + "5": 2, + "7": 62, + "8": 100, + "9": 218 + }, + "zero_buffers": 86 +} diff --git a/research/rank7-restore-carrier-skips/comparators/PR2979-CLAIM.json b/research/rank7-restore-carrier-skips/comparators/PR2979-CLAIM.json new file mode 100644 index 0000000000..8ec2ce4e44 --- /dev/null +++ b/research/rank7-restore-carrier-skips/comparators/PR2979-CLAIM.json @@ -0,0 +1,216 @@ +{ + "admitted_package_manifest_sha256": "d287f0b1f5a0c73e832483075ec34c75b5c4164a6f8958d466feb53ddc0da6e8", + "baseline_head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "baseline_kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "baseline_pr": 2969, + "baseline_status": "FINITE_NATIVE_OWNER_AND_MOMENT_CANDIDATE_OUTER_PENDING", + "calls": 666, + "complex_lower": "1729033982646513517717/1000000000000000000000000", + "fill_sha256": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "fixed_inventory_cap": { + "cap_lower": "432258941218879045361/250000000000000000000000", + "cap_upper": "17290357648755161814441/10000000000000000000000000", + "realized": "below the fractional optimum by the recorded gap (check_cap.py); the cap basis is fractional at T74" + }, + "gain": "4998757898408639167/1000000000000000000000000", + "helpers": 408, + "independent_inputs": 632, + "kappa": "17290339826465135177169999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017290339826465135177169999999999999999999998999999999999999999999999", + "live_families": 66304, + "local_profile": { + "1": 2445, + "2": 706, + "3": 232, + "4": 108, + "5": 18, + "8": 8 + }, + "native_receipt_sha256": "6d27c89d5e3a2c7f28387e4b20c462b0dff6c9fa92aacdde715d4b29cc286d41", + "physical_families": 66813, + "previous_claims": { + "pr2942": { + "claim_file": "comparators/PR2942-CLAIM.json", + "gain": "6217662783299189721/1000000000000000000000000", + "head": "a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf", + "kappa": "17228163198632143279959999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2942 + }, + "pr2957": { + "claim_file": "comparators/PR2957-CLAIM.json", + "gain": "2658283787887673373/500000000000000000000000", + "head": "b74b25f3ccc84c16e1a801d73b2f47e5ea764c78", + "kappa": "17237174150707381709709999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2957 + }, + "pr2966": { + "claim_file": "comparators/PR2966-CLAIM.json", + "gain": "999942024612268061/200000000000000000000000", + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "kappa": "17240342725234521774119999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2966 + }, + "pr2969": { + "claim_file": "allocation/baseline/CLAIM.json", + "gain": "4998757898408639167/1000000000000000000000000", + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "pr": 2969 + } + }, + "profile": { + "1": 1645680, + "2": 470196, + "3": 159468, + "4": 71928, + "48": 28190, + "5": 13716, + "8": 5328 + }, + "release_receipt_sha256": "473a5f8e048e45d7e83747077a18985ef87d58da370ca3f2fe5748a057ffdb2d", + "replicas": 74, + "scope": "Conditional finite supplier/outer certificate for our PR2942 words with a joint rank-7 end-frame lowering of 22 restored helpers, five further paired extractions and Jeremy Kothe's fourteen declared PR2957 rewrites, with a new literal T74 allocation; compared against Dugongue's PR2969 headline nomination (outer release pending there). Inherited all-size/compiler/theorem hypotheses remain. No selected-frontier change or independent-human-review claim.", + "source_manifest_sha256": "751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80", + "stages": { + "stage1": { + "frame_edits": 139, + "groups": { + "A": { + "W": [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + "helpers": [ + 331, + 450, + 451, + 508, + 509 + ] + }, + "B": { + "W": [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + "helpers": [ + 299, + 448, + 449, + 484, + 485 + ] + }, + "C": { + "W": [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + "helpers": [ + 452, + 453, + 532, + 533 + ] + }, + "D": { + "W": [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ], + "helpers": [ + 454, + 455, + 556, + 557 + ] + }, + "V45": { + "W": [ + 256, + 128, + 64, + 35, + 16, + 11, + 5 + ], + "helpers": [ + 249, + 251, + 265, + 267 + ] + } + }, + "kind": "joint codimension-2 end-frame lowering (frame-only)", + "record_sha256": "5fbfce004330ebc1fbac8de264614fe295f1a074811b478db4892c3bc3852cd3" + }, + "stage2": { + "extractions": [ + { + "helper": 226, + "normal": 42, + "step": 1 + }, + { + "helper": 228, + "normal": 42, + "step": 2 + }, + { + "helper": 230, + "normal": 42, + "step": 3 + }, + { + "helper": 363, + "normal": 7, + "step": 4 + }, + { + "helper": 395, + "normal": 7, + "step": 5 + } + ], + "kind": "rank-8 paired input/output extractions" + }, + "stage3": { + "applier_sha256": "2509f1335e47543f8814b42d6bf83032b30c5899b4f7cc62a6adc03f5138ae13", + "count": 14, + "kind": "declared exactness-preserving gate rewrites (Jeremy Kothe, PR2957), re-addressed", + "rewrites_sha256": "a37ade675876e4f5b00b33066c84f495fccd264863b7eb5d813837b1d01c3e7d" + } + }, + "status": "CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE", + "width_inventory": { + "4": 26, + "5": 2, + "6": 16, + "7": 52, + "8": 99, + "9": 213 + }, + "zero_buffers": 91 +} diff --git a/research/rank7-restore-carrier-skips/construction/STAGE-PRICES.json b/research/rank7-restore-carrier-skips/construction/STAGE-PRICES.json new file mode 100644 index 0000000000..b06b369ace --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/STAGE-PRICES.json @@ -0,0 +1,1019 @@ +{ + "note": "Search-time pricing with the certified frame solver (r12 harness on the #1186 toolkit, exact chain dual decomposition) by lanes A and RW of round r14; units of 2^-40 at the base saving b. Evidence only: the claim rests on verify.py, check_allocation.py, check_cap.py and the complete admission. verify.py recomputes the literal stage prices from the frame-report profiles with these weights and checks them against this table.", + "weights": { + "c": { + "1": 2116671, + "2": 4228346, + "3": 6338140, + "4": 8446713, + "5": 10554378, + "6": 12661320, + "7": 14767661, + "8": 16873488, + "9": 18978865 + }, + "b": "0.001703676387993676", + "definition": "c_r = floor(2^40 * T_r(b)), the solver integer surrogate of the per-child moment term of rank r", + "break_even": 2091300, + "break_even_definition": "the round value guide: local saving that buys one freed width unit at fixed packing (about c1 - 25,371); margins below are -delta - k * break_even" + }, + "stage1": { + "groups": [ + { + "group": "V45", + "W": [ + 256, + 128, + 64, + 35, + 16, + 11, + 5 + ], + "helpers": [ + 249, + 251, + 265, + 267 + ], + "singles_margin": { + "249": -53141, + "251": -53141, + "265": -53141, + "267": -53141 + }, + "joint_delta": -8388172, + "joint_margin": 22972, + "subsets": [ + { + "helpers": [ + 249 + ], + "delta": -2038159, + "margin": -53141 + }, + { + "helpers": [ + 251 + ], + "delta": -2038159, + "margin": -53141 + }, + { + "helpers": [ + 265 + ], + "delta": -2038159, + "margin": -53141 + }, + { + "helpers": [ + 267 + ], + "delta": -2038159, + "margin": -53141 + }, + { + "helpers": [ + 249, + 251 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 249, + 265 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 249, + 267 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 251, + 265 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 251, + 267 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 265, + 267 + ], + "delta": -4154830, + "margin": -27770 + }, + { + "helpers": [ + 249, + 251, + 265 + ], + "delta": -6271501, + "margin": -2399 + }, + { + "helpers": [ + 249, + 251, + 267 + ], + "delta": -6271501, + "margin": -2399 + }, + { + "helpers": [ + 249, + 265, + 267 + ], + "delta": -6271501, + "margin": -2399 + }, + { + "helpers": [ + 251, + 265, + 267 + ], + "delta": -6271501, + "margin": -2399 + }, + { + "helpers": [ + 249, + 251, + 265, + 267 + ], + "delta": -8388172, + "margin": 22972 + } + ] + }, + { + "group": "A", + "W": [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + "helpers": [ + 331, + 450, + 451, + 508, + 509 + ], + "singles_margin": { + "450": -19901, + "508": -21782, + "331": -58943, + "451": -14905, + "509": -21782 + }, + "joint_delta": -10499041, + "joint_margin": 42541 + }, + { + "group": "B", + "W": [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + "helpers": [ + 299, + 448, + 449, + 484, + 485 + ], + "singles_margin": { + "484": -21782, + "448": -14905, + "485": -21782, + "299": -58943, + "449": -14905 + }, + "joint_delta": -10499041, + "joint_margin": 42541 + }, + { + "group": "C", + "W": [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + "helpers": [ + 452, + 453, + 532, + 533 + ], + "singles_margin": { + "453": -14905, + "532": -16786, + "452": -16786, + "533": -16786 + }, + "joint_delta": -8382370, + "joint_margin": 17170 + }, + { + "group": "D", + "W": [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ], + "helpers": [ + 454, + 455, + 556, + 557 + ], + "singles_margin": { + "556": -16786, + "454": -14905, + "557": -16786, + "455": -16786 + }, + "joint_delta": -8382370, + "joint_margin": 17170 + } + ], + "pairwise_unions": [ + { + "Ws": [ + [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ] + ], + "helpers": [ + 299, + 331, + 448, + 449, + 450, + 451, + 484, + 485, + 508, + 509 + ], + "joint_delta": -20998082, + "joint_margin": 85082 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ] + ], + "helpers": [ + 331, + 450, + 451, + 452, + 453, + 508, + 509, + 532, + 533 + ], + "joint_delta": -18881411, + "joint_margin": 59711 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ] + ], + "helpers": [ + 331, + 450, + 451, + 454, + 455, + 508, + 509, + 556, + 557 + ], + "joint_delta": -18881411, + "joint_margin": 59711 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ] + ], + "helpers": [ + 331, + 450, + 451, + 508, + 509, + 588 + ], + "joint_delta": -12586996, + "joint_margin": 39196 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 38, + 20, + 10, + 1 + ], + [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ] + ], + "helpers": [ + 331, + 450, + 451, + 508, + 509, + 586 + ], + "joint_delta": -12586996, + "joint_margin": 39196 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ] + ], + "helpers": [ + 299, + 448, + 449, + 452, + 453, + 484, + 485, + 532, + 533 + ], + "joint_delta": -18881411, + "joint_margin": 59711 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ] + ], + "helpers": [ + 299, + 448, + 449, + 454, + 455, + 484, + 485, + 556, + 557 + ], + "joint_delta": -18881411, + "joint_margin": 59711 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ] + ], + "helpers": [ + 299, + 448, + 449, + 484, + 485, + 588 + ], + "joint_delta": -12586996, + "joint_margin": 39196 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 34, + 17, + 11, + 4 + ], + [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ] + ], + "helpers": [ + 299, + 448, + 449, + 484, + 485, + 586 + ], + "joint_delta": -12586996, + "joint_margin": 39196 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ] + ], + "helpers": [ + 452, + 453, + 454, + 455, + 532, + 533, + 556, + 557 + ], + "joint_delta": -16764740, + "joint_margin": 34340 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ] + ], + "helpers": [ + 452, + 453, + 532, + 533, + 588 + ], + "joint_delta": -10470325, + "joint_margin": 13825 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 32, + 19, + 11, + 6 + ], + [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ] + ], + "helpers": [ + 452, + 453, + 532, + 533, + 586 + ], + "joint_delta": -10470325, + "joint_margin": 13825 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ], + [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ] + ], + "helpers": [ + 454, + 455, + 556, + 557, + 588 + ], + "joint_delta": -10470325, + "joint_margin": 13825 + }, + { + "Ws": [ + [ + 256, + 128, + 64, + 37, + 21, + 8, + 3 + ], + [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ] + ], + "helpers": [ + 454, + 455, + 556, + 557, + 586 + ], + "joint_delta": -10470325, + "joint_margin": 13825 + }, + { + "Ws": [ + [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ], + [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ] + ], + "helpers": [ + 586, + 588 + ], + "joint_delta": -4175910, + "joint_margin": -6690 + } + ], + "unused_single_W_groups": [ + { + "W": [ + 256, + 128, + 65, + 33, + 18, + 10, + 6 + ], + "helpers": [ + 588 + ], + "margin": -3345 + }, + { + "W": [ + 256, + 128, + 70, + 32, + 18, + 12, + 1 + ], + "helpers": [ + 586 + ], + "margin": -3345 + } + ], + "literal_price_units": -46150994, + "freed_width_units": 22, + "margin": 142394, + "groups_independent": true, + "leave_one_out_reported": "lane A (combine.py, base provider): leaving any single helper out of its group costs 23,490 .. 25,371 units, so every member contributes; not stored per helper", + "candidates": "necessary condition: the lowered end frame W must contain L_h, the solver lower bound at h's last vertex; over all 86 restored helpers exactly 20 (end dim 8, L_h dim 7, W = L_h) plus PR2942's four pivots qualify; no helper has slack for a two-dimension lowering" + }, + "stage2": { + "steps": [ + { + "step": 1, + "normal": 42, + "helper": 226, + "delta": -2101683 + }, + { + "step": 2, + "normal": 42, + "helper": 228, + "delta": -2106679 + }, + { + "step": 3, + "normal": 42, + "helper": 230, + "delta": -2101683 + }, + { + "step": 4, + "normal": 7, + "helper": 363, + "delta": -2106679 + }, + { + "step": 5, + "normal": 7, + "helper": 395, + "delta": -2106679 + } + ], + "literal_price_units": -10523403, + "freed_width_units": 5, + "margin": 66903, + "kopt_on_stage1_word": { + "7": { + "margin": 30758, + "k": 2, + "X": [ + 5, + 73, + 363, + 395 + ], + "P": [ + 363, + 395 + ] + }, + "42": { + "margin": 26153, + "k": 3, + "P": [ + 226, + 228, + 230 + ], + "realized_margin": 36145 + }, + "25": { + "margin": 20766, + "k": 2, + "P": [ + 232, + 363 + ], + "note": "conflicts with normal 7 (shares pivot 363)" + }, + "52": { + "margin": 20766, + "k": 2 + }, + "76/82/97/127": { + "margin": -34529 + }, + "486/504": { + "margin": -29645 + } + }, + "recensus_after_stage2": { + "7": "pairing rank 0", + "42": "pairing rank 0", + "52": "pairing rank 0", + "25": { + "margin": -34529, + "k": 1 + } + }, + "on_parent_without_stage1": "kopt on PR2942 words: best margin -29,645 (486/504); no positive normal" + }, + "stage3": { + "rewrites": { + "5997": -4996, + "6000": -4996, + "6004": -4996, + "6008": -4996, + "3779": -3102, + "swap3749": -3102, + "swap3755": -3102, + "swap3761": -3102, + "swap3767": -3102, + "swap3773": -3102, + "1564": -6877, + "1569": -6877, + "4604": 0, + "4630": 0 + }, + "literal_price_units": -52350, + "additive": "the composed delta equals the sum of the single-rewrite deltas, the same -52,350 as on PR2917 and PR2942 words", + "credit": "rewrites by Jeremy Kothe (jeremykothe2), PR2957; re-addressed to this word with exact preimages by our lane RW" + }, + "codim2_census": { + "subspaces": 43435, + "theorem": "a 7-dim V lies in exactly three hyperplanes E_n1, E_n2, E_(n1 xor n2), and the admissible pairing at V restricts the pairing at each of them, so a fresh helper can pair at V only if all three normals pair", + "rows": [ + { + "word": "PR2894 parent (literal frames)", + "normals_with_pairing": [ + 52, + 76, + 82, + 97, + 127, + 486, + 504 + ], + "V_all_three": 0, + "V_nonzero": 0 + }, + { + "word": "PR2917 (lowered frames)", + "normals_with_pairing": [ + 7, + 25, + 42, + 45, + 52, + 76, + 82, + 97, + 127, + 486, + 504 + ], + "V_all_three": 4, + "V_nonzero": 1, + "V": [ + 256, + 128, + 64, + 35, + 16, + 11, + 5 + ], + "note": "V45 = E_7 n E_42 n E_45, prank 4: the normal-45 structure itself" + }, + { + "word": "PR2942", + "normals_with_pairing": [ + 7, + 25, + 42, + 52, + 76, + 82, + 97, + 127, + 486, + 504 + ], + "V_all_three": 0, + "V_nonzero": 0 + }, + { + "word": "stage 1 (L22)", + "normals_with_pairing": [ + 7, + 25, + 42, + 52, + 76, + 82, + 97, + 127, + 486, + 504 + ], + "V_all_three": 0, + "V_nonzero": 0 + } + ], + "pr2918_consistency": "at E7 = (256,128,66,36,22,8,1) on the PR2894 parent: non-restored R_V = {105, 408}; with restored helpers allowed R = {105,307,309,314,369,371,373,378,408,572,573}, |H| = 226, dimA = dimB = 0, as RossRichardson's PR2918 (research/helper408-rank7-pairing)" + }, + "caps": { + "PR2942": "0.0017228172707428495209099", + "stage1": "0.0017262265796413098725813", + "stage2": "0.0017278107473204236839366", + "stage3": "0.001729035764875516181444" + }, + "total": { + "literal_price_units": -56726747, + "freed_width_units": 27, + "margin": 261647 + } +} diff --git a/research/rank7-restore-carrier-skips/construction/allocation/T37-FACE-MIX.json b/research/rank7-restore-carrier-skips/construction/allocation/T37-FACE-MIX.json new file mode 100644 index 0000000000..6e6c97d6bd --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/allocation/T37-FACE-MIX.json @@ -0,0 +1 @@ +{"T": 37, "catalogue": "all", "chronology": "pr2833-t37", "gain_vs_PR2917_claim_exact_lower": "74453354487116371125000000000000000000001000000000000000000000001/10000000000000000000000000000000000000000000000000000000000000000000000", "gain_vs_PR2917_claim_float": 7.445335448711637e-06, "gain_vs_PR2917_root_lower_float": 7.445335448711637e-06, "gain_vs_PR2930_claim_exact_lower": "65340762032389533605000000000000000000001000000000000000000000001/10000000000000000000000000000000000000000000000000000000000000000000000", "gain_vs_PR2930_claim_float": 6.534076203238953e-06, "gain_vs_PR2966_float": 4.999710123061341e-06, "gain_vs_PR2966_headline24": "999942024612268061/200000000000000000000000", "gap_to_relaxation_cap": 1.7822290026637266e-09, "headline_floor24_minus": "17290339826465135177169999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", "idle": {"1": 8655, "3": 2478, "48": 14095, "5": 864}, "kappa_lower": "691613593058605407087/400000000000000000000000", "kappa_lower_decimal": "0.0017290339826465135177175", "kappa_upper": "2161292478308141897147/1250000000000000000000000", "kappa_upper_decimal": "0.0017290339826465135177176", "mode": "variant kA=0 kB=-1063 of out/L27R/mix-t37-all/PATTERNS.json", "profile": {"1": 822840, "2": 235098, "3": 79734, "4": 35964, "48": 14095, "5": 6858, "8": 2664}, "relaxation_cap_lower": "432258941218879045361/250000000000000000000000", "relaxation_cap_upper": "17290357648755161814441/10000000000000000000000000", "relaxation_cap_upper_decimal": "0.0017290357648755161814441", "target": [[8, [0, 0, 0, 0, 1, 0], 24864], [16, [0, 0, 0, 0, 2, 0], 1386], [16, [0, 0, 0, 1, 0, 1], 15190], [32, [0, 0, 0, 0, 0, 3], 864], [32, [0, 0, 0, 2, 0, 2], 1063], [32, [0, 0, 1, 0, 1, 2], 5328], [32, [0, 1, 0, 0, 0, 3], 666], [32, [1, 0, 0, 0, 0, 3], 8655], [48, [0, 0, 0, 0, 0, 0], 14095], [48, [0, 0, 0, 0, 0, 5], 2478], [48, [1, 0, 0, 0, 1, 4], 3]], "widths": [4, 5, 6, 7, 8, 9]} \ No newline at end of file diff --git a/research/rank7-restore-carrier-skips/construction/allocation/T37-FLOW.json.gz b/research/rank7-restore-carrier-skips/construction/allocation/T37-FLOW.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..592ca15f4390d83d694c15a5b7a5d1d6302ae674 GIT binary patch literal 15002 zcmZ9yWmFtY5Uz>4yAH0wT|-}Bb)%{k}#bF@)kAd_rqCf@0!jM$)n7T(HCcS7d{}x!TZ+y{HsHX8nT!}M) zkhoWkDPJ*!;NMZ-+kbN<_}}B*)m713MDR@T+fequyQ@BA+yo(^xmk62Y}|UGpL4Ss z^5|Jmfw$j{@W74iRHsDBcO})=QR=Phwcs$=^FNt?azBUwjYUy&!LYt9rB}bspu!QiYxN#d z%o!ixuG{s?A9C}{#dWu9RWsN-@)oMnR@23&m&lnd8I!cvx4>82Lg736*03zw>-l`F z!WXIgt?fT|4KnyY`S`D)gU`)}*VNrQnnXdteLtkOwi^FMPFn;=a42#vVYn&!ibB!x zHIoPd@z?g@)Gf&nLf6qe9KSRMH-Y_6k=^iQQR-V;`Az51JY2tK1~-xYssAmK$!}VX zn&SAyF}U&Xb4PX$CAU%B{x1>Nua?10c)vcfdnvh%>efJh(;vV3LiB3_9+m5&oUmib z268!GI4+tptr#^d>Z;nZeIThS5k5g1<60Bd=&eVKhTG|5>)K?_s^Xj+P@d68nV*U=bJkr z`QYICoI;bH@Fb=uWzgj87EzF-&Q0q3%h~2%E@=N)1OCasR1QI?P?!-c;FMTsIFzP|}RDQ5hQR zNQN2iUSPbRZxH-#IIZ+ZRMZvzCuc{d@9OWJd*HvTm7RuL{;=Q!4kDUHixKy5i%v+r$?G*_B6uGQS&m^)NK!jj7GaC!z8 ze_my-db5{%v}qK`?;=kLE>XTc-*lnCu1V~!g{4%U%p<2;b*8t?uDio#c(m=V-L%W0 zu#IiiwSgm1^S-xwSUF2Ph|8kHCk&e}AN7;;Tq6y5p(zq(u!g`JkK5B~*mEjf@Dcb=^2^Of^MjQiS!Sk{s7Zg{D zRcWJG{|dfXb+4x!Ggw?3BMbgMjs1HzS}V%RBxPaqBG4mq|Cc`}#yT8P)%zp!ix2Dk zb^!bMADqn}le13h>8e|`x7H69C66RTS53<4;+S~FlS96u*tCUv8=SXTZ`{D;!4d95 zJZZI5+v|!VWwVN?;I^-tL3?bzqV;y@MX%o?-^$G@Y>DH=8P2b}7+7gyey_v?PJP7} zD-z-h#^c5kg7Jkl;<0697t==CMZtUvFAq5aV)du9v3|U=FiL-%cALn5c(0tV2psEp z=nBkRxP~nYNZ6=LSmQ8qG8Vp#nh(hOOMNIc`B`0|j@BI2CH3x=C8QMOXLxARRUe4; z@7wyJaxJ5tqH`q!2Q?v$=VES7lqKBnm7X>%RS&p3e;ln4~Cn<}frBeMO*ggysp?w&6ZZzmnT1Z$;!cZAaH} z{PGyw1ovGcyQluQ=sLQN>-U`0Z4*U(>n*?eKf^8tH_`oz$Zq8QK%&Sjw=zDwGOEZM zc$79StU3~?2ji;&S_*%};VsIQh##ly_MHD>n0QQX=b9hPWxFD=)c;2jUXJET@MC{+6M~i=X zIimkswi?hlKitx#u<#}ejJePY*;{*?`0k)joviOj?~)3=O<4>932GFT&o3e|T}8b^DIbYV-G}KbZgM8)piM%S zk2+NRYd;vEeqh#MM7wa%XHR}#d%@}_Tr!pFIGlWAJ zOr~fr^_3Nt2DJhwjqbTi3VB4I%Y+Q>{&KkKEw4r?_Zr%*NR_+nN0m0kdX#nEAu+ee zUL~drPa@RJDXM|my>tu=(H6f`)>e>W``d_W*S{N}ZZV7RI@70aDWEUb?{QaBbYz-4 z6THajAxioAXIjhR6A91eBB-qMcHA4&ZSgPX@J8P$6(Ye{yEX+;N(&w~vAFi)bH3>I zLo!J(-+U%km@*@7q++%p;Fq$a>ASAE=y$vy{HEpIvwmD~o^xd`6BlnRqqzu^+*=Kw z&I?gc*7^)g)$nB8XbDXkaT-`2w?toc>f%4PlvAD}y`S~enzwz2B9!Thc`UqNlzX)? z5sgS1u$Q2Zq%eO6h}?`rXeJ|`;?mYTvP`UoAJhir>qW|j(;^zfGe>v~Ku_G1 zi9o=(0oTk?{hTLg#Mw7+T zgbrv5z-D%<8?>zV9570OjlmN8#*Q6x@6|4z(NhzCqE-`Ej-TwIg2tL6u@B#)z{31w zn+`46{SSxOkRA~46abu@0UTMcH3hji_*dK^hL`q~vpIWtgCNT39(Xx*GYY}sPIrHo zgaLfUX3LXslhuKOXYk6@Xzs{zReiVo1S>J5r}4Wwh+v2~hszs;h*XFmXNt@WtmR-> zU&q{5q#yOy;UZ4Czo*4WdqKLBC3q+$H@1+@1uso=diS-2g{rsl0j5E&M|EtHGR7oh z8cy{;&AudInG~gzHVw(Q=3)O{BcwH;Y0cyLDzoA0kbbd&4h8L>OyYl>WdR=6&Afj3 zO~>HqLz7>xiGs%pH5V?qi?I_Hgc=04evm1e+&b>C;$6WcmM#-qAp>4b(5JaEZ{V9* zje4q0BAb@N!WY^8PA2=tJTD}-)T+maU-*yxUXQJylGsabfqdnMK0Jn{b+fH=)!lJI z%enOrPvxU3rsv)lh9N^ofIyezQtXsKX7yE5n}{wz%97{K&2Db_oak6{-nXg)E*f0P zTrN4AKD@xfQM?%Y(LuU#9xRAhi|a0*&AmGGA%_hj%*pTe4v$)w;{$7)VaJcC29xrt z=;cqVrW*VWEIj50acn{6om1spw{T3;=gRPU)@VFXdCu4y0p#aH28QVcYR}9$E*dly z_VB~2!bMADHl^ZqBQz$L7Yple4?NBsS}BVlyA;zpjnFlhz-i-W$Oi72{b(oE`N1W> z#qV3Rb7S>v+RS@F7Uu$Gg4SHhPQ>vEa};CaqG+%_@3B1l6$D|uQy5s=QH)&r%ca$@ zI=r3%yNCRu1qLArb$yPT#mI>bYTugm|iw0s0;9t!S_&f^Yu=OoUooV2CM^IxWfzxh+ z>S3-wGEQWKuQAv|W34sZHTr6G5>v1vq^76R0%UMMmnxyV^pXfowcBy#THr%V(i7ya zTk|GZ&Cd={P@)OC-ygXAV0`_f79Z(3a+YO;Du&WocR@b8u#AD8Ypa3oMz=Moov^Zg zLcmv#`|BFNbM?WWTNH{!skx7?VtnBRT+mnXIeLvu>$N9>OJVXbKjRvPbyAeKb?E0L zhVd`lVaN5N6L;%8A0lzUfb1&yoEahJd-UP z9zcQvXF&pRgjGrMGWc5b1ISc4Umg=YSy!SqYCu*|0Jey?GxmRa9m= z9*?Ui0ar>Mf;%$&ZYEou)C0D0;F67XhjzD_`F+Qqk5U4yKb{C%*>rxduC{*bPprgr zZg;MLt2}r0$O7gm6B&)an}*mnJ&FBy+;%!A!NUSkJM!YxHOH{+M#=@j#3?v-4vEtU zT$0YBn(kHNGpH%bG8`m7z7{ms$A+X$x6ydIPQ3W^e)j?J8Zh>Qrhr|a!mPC%Leh^b zNqpEisbyoz#0=AqU4^>81Y`apJz3|#6;l2qYRZjj>3<&0A?Eyu`Zb|5{t(e2fn|Dr zzBf6egJ1J=L$68fPJ+JB4=N7zm}ov@ZzGRvcG`rl5L~Brq{Y9$EAz@@Zym!5Xd;oE)A61{sMYAc1V5@B6QR(EI!QX`_Z;9znWxC!?hsDQ<+~ct zMJYtlT3Bh>h-ev1AAW^Voqw$T`ZKEebkGSe4e=*6Pg52_zv{XiLR~<%tbu_b$}&LG z9J_XmetnAk#b>2W{Ny_g9K5Fzw6>V6z-A6t^9!Gf@g-q}cnv+WFkTQ#6$Y8bnzS`L z?LD=Np3fz&ror&w#NGoXX!PMK5j9~(A+Jru7kBVtl0`GP`hyowuTzsAF34MbSBiCLzXQze>^ND)(38jqkx#Yzn6~c#9 z9#@|SMzHZzB=B0hq`=a*t1*$*WeNTJ{np5#{bdO_M`<|DKBfd(6osx;REZZfNO|a8 z$Vp3XtY2=@QC9gONYom+R|6HuwaC^R8BxED@CU-kN}YltaK#prL`5R@BDQFKR$*cy zTLgdrT@*ZYfEx8J(#RWQF+EMKA5t9pdP9-&cyldn8=zYqKZ6>8OF3jK;T?>s3i=AM z9&Y~mAt{3@6lmxQ&5HD%jMr2V<1<9hl+Gmb#es#pnjr)4V%HPh(C&VxuoOHKCy^&| zi-dQGT^qI0lhEqhd4#_n<7IHXqDhXpAtl}F&Fg!k?)*{kEM30rmluwFbnDIhlc4>f zmi%6e3sWjmRBA-*6a(m$N*h%yc7lgKKD?C0CdYf&6ew%yWhvbm$hHv_>?)NnCPAdp z<<=?fZd6L#>_0XxAlGvyu-08|+85H6A}2;AGQZc40j$AGC*-+7&ym}pLW3T%ysK>+ z-1>qwLP!R+Mo#ZP{80bbvY)@rF@;u552=j!M#~RNW8K5$7eRYl5y9bZg{ilaJUg{e zCj!^Lu^8K72^loaq|vrh4dwT0Et`ANZxq}A#6hCfi|m_OD>YV=VNQbnAcMflslV?C z`*&>ooz=Espn(V_nJ|u4W^}-MWyI7kSop|VI@Ie|Ske#LTITSPa~=0Yuk8S1`)`S3 z7?bAe@P}x{Mfp5>_jj8p09*oY^6%(r$j^mW*9RTeN)i3L{l1gw=L%ii_H3Oq65etW zk+i~vOwyO^%=iZAg?qSA!}-70RZl-Dz3}kU=#gyt4b%|j+5qaC|JJEbF=hw}b{bH9 z-}BKtd!k(4QQux~KP%+jaF*2R>Izvl-^Gt~u!cHnK3%inJ=2$|B|06{Ht>YhNVPe@r~K3wZ5|DZ!179S&1o}4J>vN%Oz2U{H-yP zTNW|09(!AUeWVpH6c!pKjT*WU-`>@6hb1Tge1EPppawL*3 z5%#jY#vJvVu8e&C{P+hH=1H0(u7sgWp;1HFp#gJp+sna(g?U=xmyt-kn|(tCSr&w` zZiGFha>bwVdHSxCZC1f4NVHR@MyTyS5J5%f?8N+N`M?nF=U0*w=jVxuXG8^)7HzCKK@l%jKpdU6H z-rssfM8qj+ngFxzi|Pk29^o0P9f;_)Y~Or9gkFB=aZJahP?;>VNrd+zj2BL!Pu!Ot zQa6HP_YbQYFhXNE@(48>IV#42HYLBk9R$Pa_X2PUjbGwO#cM>UCYY(Td?!jo?NbiC zRKM4)!e4P|MW{v6I)oPcfyNUAAf?j#zi56%D+mFSliPFqR+ok(mTtNZic(EKcHm>f zKX@oo#sJr|IO_$+C0@vSpU%$k5bld*bbLQ6o<3q1&-C5$Qh{FfJjS;yia%z~r5}@C zMnU>8H#r9_ymHvrM|n!lFKUe*b-O$-@`!%?{iscJ5MCCEIjv-}#h;t%NYo=dq1`nX z6#jIj*~0T7_|ulHK&RsPM^MjZL|uJc(`aWw(G$xayNtI`$Glx>Nuw+=Sw8cMBpRJ0 z^{JzWr~@lzQUcVmGGwijGPW*{Ls7EX$QhLN*4$mrC5_jdHt9|IMNGTh?&A7~@bzg6 z>~A5z>+dSp_45K7`BE-vZz*X(!SU2YoU5w#M=_tYUaGNAU*!uJU1UgxENw|IbOxQv zT+4u^BE7f0P7fHyD+6j&#jC*Pkw35LKggzcgD_QIx_Uu;KU8 zBUZyLrr~uBOp@sga7tDsj8`cVo1WdVGp?(bML*z^c6P5@RP~fN^{fFt1(o7=9pyqx z^Si6K=*zgh%@+I0Gtop*=DC4zb41;M{~fgQAzxNNWzUB^QGU0877c9k7IN>)cg z4fiCi3g1wKy;;e4MmV`ywJbz`37KlO!d55q_Hti77g_)tzjyUR=9)`1qG1@nTo36a z{?s~)i+F#SaVoW-eQiSWR-b(MoiKaZq+A_vs(ob~Kh#}|cCYd=amWI&AE_MFW#REo38gN=;kSGbx)&wkIGl?t!N;6NknY*i-h^E=x z`D}l8Z*%@I|G~?Y&~j76dvx5h`}?`pH&=t!iGoncDK+m_Oj`Dot3tmzl5-N>pT^$V zYwI-=c;QotMq6ZrI0pH?Q#MyeXEdiRGarEg=Xyi#9Nz+e>{gn*zE>DBYjC3`(H7A5 zYulw#5V)mj3TllTIf4?+ZX(M6tQv}4=*hA2@T{FvhuBh+QVUaiQNvSPESb8lx#6Rk zwQ$cCM<&z#2c{J_-VN?{2&(5U`|8}Tb@MN?2aUThxef{wESpo&66#qFhd7b50h=$_ zfSgG?e^-giJ-|l7wt8Rz12x*5l;FYvl+(!)e z_}2bdSnfpSD>?)?vY=062dQ@a9LZ>-l0F7wwCjFWuhY@<(WI!}!$rP#9;VumFN#2? zfBjk;{TMj~*9(I0&;cw1&!g+t>m+Y_JyPtdb=VW`qzmsOmWyN9*X&o7xm6@>#>TkW z@`N3%=B%z}rv=ZaH1slHqqPcvHNq}&sMJZ(NL10EqJD&DG66isG_)l_8!wK%^gx)f z03{Q$5?sSG+|4P5o_B4PDBS7Hg2%@vw!E!M74A!&%T5=*f=0fjZ0Eod$X1liWk7Ec-KmXIbsk zi94T@QH=5(_n&?+ZV479_Gqsqi-QA)Y&p7|*VGxguG(g3dYFK__N(wQN;yCF+QegF zc%Aso-#suNo$m*cTw2~y*dz<3mR`DZzX)A9&|))%|5&YCaq?K1@;8yT=uVd%F^>Pr zd1Ge3aezX4+ zQMPtr55bC`V;^77>l{dB3;UU4rBH9ac&dOq6+>nA6toM%;7l?KZYGesa;oUe!ljJ2 z?qzcSIKhspUFS47`4Amk2ADM3&~TR$85eOBp|Zu?S_UZu^xWritw!MRi*bohj%nhe z#a|tMD@g9fFYJz%A@#rdg^PT`*r8QKh`#It^Y&O9-^Pe5*0K5 z;==Q*PU7aYQ#qs#SJHe&B!G>8I`YCjdG?C}qE`Kr8lU}L>BChAJJfTPiCFGt-x`#2 zH6Q8JWv!)G7UTc9o?_PZc?h76^&19MTqx=F$c&}stx7A=xOD*`rnLcyY>Ji#h;cnP z_=WHmnphRH4tThvh4Ei=@z+Gy4G^Db2lj>xAy$|?yfEaK^cF5yFrdFy?RjK zJ$;Q{9ud>oM}bI42dv*wD`qHu97AHn z2`c#Uy15CR8!><#O zv%jNn-I9f69B`#+i_RQ=(B6t|MdD);`;BQi2DGjp@Bd4`HaBfdTSxmHeJDSQ@X z>5$`{J)WVlOAdoMkI7StIB5i3uuW}!fmv5m zoezf&{ATDHgo76rrE`REvJ0|zZY*zi>~@ul&GAlXY9$uSLGAzV3DGvTDbZ61}Y;4MZU^DeuqrIi7Lj|Y&{138mQ_f-n zU=d+KyYPto)TE!$DIh`B@{6Z)U|}<(q(&1)_koP$-TAn3W*agzbB|#7?@@CYxZBVd z#Xxe-CP~rAE4+GX%-tA5xEwa|-c%&CZQ%a1F7kpTA->IS9|V7VP}6Q&s?W}0e-u<< zmHuVxFTMK~jWyr8LST^-*gD9N8wJf<%s}j&DK)k|$2JsLMWyO#H6GXiH9m8)lSa8_ z=U@K>{v}Lb6R<*TbY>gdvpSk6oSG0D)ho~c!HxQ7>4{KEEaJu5Uy`q3@c9T5+Qa=U zx+vkOlL`SmwN|F(T|TA$LyXn@@7_o666%#ALVTtTvha=x`$77KMkz2yC7g8z^f2oh z!BL&B5S%FvX9~N;XNYf*foc5bf*tkGccyh)4wq>W)|Rp763QjVtNQ4f_<8E#8;R`C z8C%)3e^Ts)Et_-$*?xDVBwh1G7P~iaW1ipjQ{*JBrENSU*4li8h~H^EhAmv3XonTP zGNr}{(dh?pylkkoJuYE}&?-70>;cos=9idt&Fb$JOK;PajaS`d`Bqoni-+!Zebb^S zvSoXg=DE*ze+=93Cz7xc%*hS#AStjPvsu6*jngTVK4F?%fFyzsG25#?S;Ar{T6krW zWZP6igE#LM875rN6|VGLM$+Etgw}~gfhj`3rwZ` z2f}lRu^P?@~Y%6ol)y==a+fA3%?Yd%z zBXz%eXF?q4&JeyO{5uMXIA20!wBzUba-}tQG16oX0osIXi1H8IN(x!+6WUh zP82!Q$Yts{Z-WGPx8Vs|;miTyzzrL3AXF20J*?7@?%=j)7>PlO+bB&_xTnfei^g{7 zZk1>Wd-__{ej{ejFw5Z@Z$5cEd|ov1^hh~WD|tB`eN0==XyYPb@;Qr!OB zVzjj=ar=VH?>{1FxmRpd0MS2&q|}GiZU)qErOo)@{2Rz|cxoECaNtM-%9^^Ez)$Dq zz;~fwAjJ3Bso%=o$TQn4Gdo}Cz6&4ujXCxR-9}4f9^i!D^|$^Z2bf$I(c%_8OkJ}_ z{gWmRPpBLN;2e+=t!3s&mD6f{6VW@?Rp21yO2I^eoW+OppYaieiyazR;6AeMFQ2q~ zAA)LWdgaZK#)jfm#Z^kGYV`gcrHeNNC_|@E?0m+;qw#jQDscJ*y(v`m$iZ zhY3x+jh@5bsXx9-6eS_r^Tosu_&b}0LhBp*OHc}o!e%ni1?0(*LCywf&Bqu*G4Y9K zykiDiG1lQpb+gc`!=s8&32cHBioay{+>WjVQe3yUV)Iq@_=WQIX=2t&Mo?U%Z8|fA zp3mmhH59m6-gvC`))Vc78*FvQX6TsR;)W%(5JqWj5EzeLR#9P0y2i9-1tKl^IPz@+ zLaafeS^9BE%Qdu`W_mZi)?F^Lndd@V^>pZD=$9ju6rV+rk}J+X>e-Pdk+w8WtYduH zm_RI#TA)T+@Qj_RHpI1hx(l2dbXAFTD_1`5IQeoLp}r;8ke*;?p%Wdm8f*8ia!m(y zBUORZ^lu3@pZEz+)KqvuAO`Tp(o4rhWAN0bqd=T!RgZ%kt^TZ^_s~?7YGMQjtZ8#l zcbUNsC42l9Ive++QJ0!ua=5!8-gf#SM?~NT!=cH?-{Rc$^eh0hjQjf<@jv(Zq#}CQ z_;fvnT*oV`0B3dOB4Sjd=NyT4WtClM2uAHbuAx4HN_Yo$9zV_fa+5r0b|`tUO|@9GR17R&zO3OSQXwWh%eQ&-!^w=3{UFi zieQzNqDShBd-2!WY2yG*%U*B1+4?YdjrRy60lDVukvsF*$O@hm)RHz^cxeO6mn@K; zHVq@MRWRH?KfUQ;JsNgJY9(my_qo-82qUY95OS)g{srYTkC%8ew%~W;?3MNrRiXDw zKpDC18)+p505*oyG`7>WVB($F*_4XjuNyL^!|WshL9&%ku1IGP!T5rN%B{{8-8f(D z*s(^$GR{z$YpvgjCD8*w7$iRjAwCM(46Dy@gCgB0F#+T?ic7rt{_o1jdHV;^oWBN? z`LruS1VQ9XIPF|Am}dd@=jHstGiH3*iBnC}hN}6rKJoLpt|Y=`}g_th>~d^HsJHge}{B=m`xj(D^Qw6hcD3WS!EQQ8ef(zOH5KBR#5+ zEnTf?f`*rb%G3X-Tx&WOgr<@=-~tRA0yRtjMvmjizZreYD*Q$NGU+ZpITypB8f(I% zBi7;-a>I9}KU6hQY|P}Ns8 zD^g0{?>o=RH>!aCz37WcRy`-kpmiZ1Xr~eoRdhO~`1lC%=hWCSVcg02^3!^F@0AtnNEDG3PdF73zj2o& zH{!K3JH=VWH0<4PgZmu2ryhF|J2Vj7_Qb=;)5r&_IZ&F&pdfmPTo@`be{wXPg^|Qi}?sKK;G}h5j>L3rf zCMwa@-^)upXPJo5I=ws>3)XO(s^TTJuVyW(8C={ev2k0H4WaTKCeDNL>(8Q)#bAGO zZQQ7VM9faYceP7jXT$0Jzya>!TdE29Xt{)Y9y1{yZWw^f@7j>KjkXGi?s>z((rO3$ zS@KGI?p*|O%aK!wc2dMLWy@{9Ff-&Gh5sN_-=~Q!umtR;4#H;1cRU(oEpIK&r-r9!~?AH8JZK){A9(*O`U*SMk(NBr;kaM#xQ(9@G^ELg)Fkz{=T~vix=AwF zvH4;n4-9PX7PZCv8os(Yi&3jlx~@+paPq-m@Nj=MNEIvb;i%wic;K@=LbckYGoRmj zt!MR0e=6a9z^D+#*O%XQwd<((iukPfmmc)!o@e%j%gEoNj%=YiH0+ObdTq>Lu6Hdo zqc#Ui1;{c=oM`8FE-WA>@gJv~JrZjuR7Lhm`bn0N?Ea0dru=zknEbwemo_MnrWpmn zzonb67&B*Ou-K^wC?G{p^I@}smjR071ENB|IdCh27w-PSYg)D);*B_+W-U{t_h z{Wb%O|0^kFLgX8r8}sh>l7hfov$L<1zP#ma@p*CWhG>a-<=ljje-1!{o#UI2h(OiY zgwRFKD7b_j?KhTQH`h{IJ>qkK(ISpmx70`%Z@RC;Li0?k=i!=3rMoMaXLfhCO%HZx z-9?W&R#mG(bmNXbDuU^k;%>EN+{20*6Vxb`N(SQPgIZ~F&oZ}@0*puhirEupivQsT z=`UV8;aMyGYHTDFac;GcVVqPE6o+1ArC@xyozMt^|M&?IrN5 zae^@O+@OhxtFakycQTuk=Ro!MxQ3-oLvQMH;F` zjKlvTWFq!Oq#z0oO8Gy}rBh3<;OCDG|7u&4%P!D6Yc2WcyDF_ER>Z{!uG=_Ll*r6E zm85#}f_In9HBpJb=H^BB5AJ>1sk4!sDhm^u$Fv=B1erJAs;&2Uxh_)t>uL%SqANhS zFzh71=ev=uzKpA@j{3(Ka^eB>v0Sy=@cWY{hDUZJD!c4rz_7_r2f!}WIHz>+?JoIX zdB5#$d4ZQ6(0}THzSGuhigSvQTR0N7-h&?z%o2+>>EwJ`uC#6(>C@DsYhxhAns+%$ z5c~b#MVw$574^fz0#{>$`?-)$=`d~?_(Up!a&YXbrbyP6PXf&2GmYWoZUr#J7HH0G zDlxhd3iDzs1r!Q1IX+@7ZuNvZkBUo)k2GZoj!J>D*rheN%kTC{cWSAFs@B3*(PnV- zWbfN8`)_>R8&h|dqDHJYY)9blAm@;q1;{XIaXRd>d5jq2PI1obEfq0qT7FL)fiRQH;8 zJ3xwc@trn%ZF5#scKM6~lH7epvmowAYJPi(#A8B0l06~CH!(Yo@TieAByT}s4Qh2L z1eO^i20=WxpI3TD^6mCh+g>A=_x_y8;4bq?uGkO|D65iTFBeCwzX%dWL3!f%Fcfk| z!~p@<(WWTy@9+~PXrNZKAN3H8u5-)K-I;I%?g;`nfH2z&4N>i1||{Fjht%%SZT4u?bpYq|Op{ z-_j8R=52Ew9TuTOt*(jD&j0$9!{jcxujt$DV8jR~+Gti{UKupxO$2@W2@I6VreWuN z;WP4PeDI>fF_L)cqQ^Pgd~f6ZTHe0(!gRe+!kuQ8=KcDI)$k1K{Yzd(D&n(iZ+zF$i|9@hP-=ryNtN z5AFvaEpN6NumzipH`vkwwD8oQZN%hiiSPN)6@A;;m}V#ReE4ux7WUHFY0dcwViODx zxg;uHg?z($k`h?3dri$minbKoyKOzId zaxpnS4_CJmxZuH1gJa<+b&uX1z zZ)TIOKxRMsf6i7Cd*HC)SUmm}I$VM~yWPE%hz) z#qo`2&2X-rnp)EtGanE@m#ujyp9{ZxlL;N-(Z*T|3;grS>^|8{3(}E?C-1jIH7p;u z-M4Ra{C^Dc1UPOlX-{Q$!1O+I8gH38^iBW-&7U~1<69;yF@BuuTsZb@^Q#-WMwctX zmGRM`2wtL$q{w(|wnocF;q^}1;TIP^;Wwj%b?o~k%~1Gi95^qKwHnQ7;Y3p4=7w6s zJ07AW==N|y3yq}J&KjDtoQhiwT*VddRWJ}NmWpsrSDLos_RUV$T|I)frMyW@L!k~7 zNmaIHOO{Kv>)0~?CH`|p=J#ddKUJg_?yG#XL2cO0UA|S@BgIoOHRSbm)lHJx_hU=E zj_9OS^`?p#dwT;-=CO+GS3)n)0AVeT{8}MAeL>Of8&C}NT5@oDX5$Zoi>T#SMzXX( z+t`he|2+IyS3V>21_I2V3hK|4{?N{;RtsrpkYl7V8)aRilWoPq-TH?6YOk@-&KVyp znzQSwp6Xib1p&bG8B=|tM=W$IPW&N)qddyV2&spNc4f|A>QnvO@J3)Rma;)rrw+<; z)}!5r=M(9Vr^0Qz6wrt87{1FgBBaOXF^nM!!x4$_3JI_`n`WRQAN5ei@LNw6f{-?AT>X5Ce#$16BBvWVTIKf_Z$Wz@t*WV!z{!zVcTS>$ahF$=d%;GE^$M z!ep9PO~Oy2Sd7%QWtB5Ex@5x4@Jh>pe9L*!s`e?DoDmLU5h)EaSJ7G|P-zp>E|&wZqPw-6ipLH~O2C1tLYrntKXmAZF`ln8niNRWmXRU?m;=J@5$ z@wP%G7oY{jxyNOC6>R)E=B81#bAf4S9AsQ@Rl}%zrWD3~5Z&Yo(X9ApJoujOaEDIr z-j1D(1m)C-$hULh?gZvgYa8=BwbwP9u;%>|zyXnevjzN&30ZSlKJ?%QO0VBMtjLKN z)UGu)Hx8(bGd8%T3_tk_*$A2i#>3({+&-UFM}Y^+)>0bQyHS?!QxU^%bdfL@dJdFJ zE@SLV#e$MD>`Ph<>5yGB;%0vW%Ivg?Bn3+k1qxmS#kxN)js3&Ocf3EgSU>=Q2( which pattern counts the chronology forces to move + mode free : no global targets, catalogue = given patterns, minimize the linearized moment sum_bins H_idle(b*) -> fractional chronological optimum +Usage: python diag_lp.py --chronology pr2833-t37 --providers P.json --mix PATTERNS.json --mode elastic + python diag_lp.py --chronology pr2833-t37 --providers P.json --mode free --catalogue tight+6 [--out mix.json]""" +import os, sys +os.environ['PYTHONDONTWRITEBYTECODE'] = '1' +sys.dont_write_bytecode = True +import argparse, collections, json, pathlib, time, types +import numpy as np +from scipy.sparse import coo_matrix +from scipy.optimize import linprog +from fractions import Fraction as Q +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) +import fill17 as F, relax as X + +ap = argparse.ArgumentParser() +ap.add_argument('--chronology', default='pr2833-t37'); ap.add_argument('--providers', required=True) +ap.add_argument('--mix'); ap.add_argument('--mode', choices=['elastic', 'free', 'calls'], default='elastic') +ap.add_argument('--catalogue', default='tight', help="free mode: 'tight' (relaxation tight + single residues + empty) | 'rc:' (all patterns with reduced cost <= x in H units)") +ap.add_argument('--out') +a = ap.parse_args() +owner = types.ModuleType('o'); exec(compile(F.ENGINE.read_bytes(), 'o', 'exec'), owner.__dict__) +template, plan, order, dispatch, T = F.load_chronology(a.chronology) +providers = F.load_providers(pathlib.Path(a.providers)) +disp = {(s, r): p for s, r, p in dispatch} +inv_by_call = [collections.Counter(providers[disp[tuple(sr)]]['widths']) for sr in order] +loc = next(iter(providers.values()))['actual_paid_profile'] +WID = sorted({w for inv in inv_by_call for w in inv}) +avg = collections.Counter() +for inv in inv_by_call: + for w, n in inv.items(): + avg[w] += Q(n, len(order)) +rel = X.relax(loc, avg) +b = float((Q(rel['cap_lower']) + Q(rel['cap_upper'])) / 2) +if a.mode in ('elastic', 'calls'): + mf = json.load(open(a.mix)) + assert [int(w) for w in mf['widths']] == WID + target = {(int(c), tuple(q)): int(n) for c, q, n in mf['target']} + cat = collections.defaultdict(set) + for (c, q) in target: + cat[c].add(q) +elif a.mix: + mf = json.load(open(a.mix)) + assert [int(w) for w in mf['widths']] == WID + cat = collections.defaultdict(set) + for c, q, n in mf['target']: + cat[int(c)].add(tuple(q)) + target = None +else: + pats = X.patterns(X.BINS, WID) + if a.catalogue == 'tight': + keep = {(t['capacity'], tuple(t['widths'].count(w) for w in WID)) for t in rel['tight_pattern_list']} + for cap in X.BINS: + for i, w in enumerate(WID): + if w <= cap: + keep.add((cap, tuple(int(j == i) for j in range(len(WID))))) + keep.add((cap, tuple(0 for _ in WID))) + else: + thr = float(a.catalogue.split(':')[1]) + # reduced cost at b from the exact dual rows Y (H-basis): rc = H_idle - y_cap - sum n_w y_w + Y = rel['dual_Y'] + def yv(row): + return sum(float(Q(v)) * X.Hfloat(int(k), b) for k, v in Y[row].items()) + keep = set() + for cap, counts, r in pats: + rc = X.Hfloat(r, b) - yv('cap%d' % cap) - sum(n * yv('w%d' % w) for w, n in zip(WID, counts)) + if rc <= thr: + keep.add((cap, counts)) + cat = collections.defaultdict(set) + for cap, counts, r in pats: + if (cap, counts) in keep: + cat[cap].add(counts) + target = None +print('catalogue sizes', {c: len(v) for c, v in sorted(cat.items())}, 'b*', b, flush=True) +win = owner.windows(template, order, T) +need = {t: collections.Counter(inv_by_call[t]) for t in range(len(order))} +groups = collections.defaultdict(list) +for (o, c), (cap, lo, hi) in win.items(): + for port in range(112): + groups[cap, tuple(range(max(0, lo + 1), min(len(order), hi + 1)))].append((o, c, port)) +G = sorted(groups) +rows_eq, rows_ub = [], [] +edge, ncol = [], [0] +cost = [] +def var(c=0.0): + j = ncol[0]; ncol[0] += 1; cost.append(c); return j +eq_rhs, ub_rhs = [], [] +def eq(r): + i = len(eq_rhs); eq_rhs.append(r); return ('e', i) +def ub(r): + i = len(ub_rhs); ub_rhs.append(r); return ('u', i) +E = [] +def put(row, v, n): + E.append((row[0], row[1], v, n)) +Xv, Zv = {}, {} +callrow = {(t, w): eq(n) for t, cnt in need.items() for w, n in cnt.items() if n} +short = {} +if a.mode == 'calls': + for key, r in callrow.items(): + sv = var(1.0); put(r, sv, 1); short[key] = sv +globalrow = {} +if target is not None and a.mode == 'elastic': + for key, n in target.items(): + r = eq(n); globalrow[key] = r + sp, sm = var(1.0), var(1.0) + put(r, sp, 1); put(r, sm, -1) +for gi, (cap, ts) in enumerate(G): + nb = len(groups[G[gi]]) + br = eq(nb) + for q in sorted(cat[cap]): + idle = cap - sum(w * k for w, k in zip(WID, q)) + if idle < 0: + continue + xv = var(X.Hfloat(idle, b) if (target is None and idle) else 0.0) + Xv[gi, q] = xv + put(br, xv, 1) + if (cap, q) in globalrow: + put(globalrow[cap, q], xv, 1) + residual = {w: q[j] for j, w in enumerate(WID) if q[j]} + wr = {w: eq(0) for w in residual} + for w, n in residual.items(): + put(wr[w], xv, -n) + for t in ts: + tr = ub(0) + put(tr, xv, -1) + for w in residual: + if (t, w) not in callrow: + continue + zv = var(0.0) + Zv[gi, q, t, w] = zv + put(tr, zv, 1); put(wr[w], zv, 1); put(callrow[t, w], zv, 1) +n = ncol[0] +Ae = coo_matrix(([e[3] for e in E if e[0] == 'e'], ([e[1] for e in E if e[0] == 'e'], [e[2] for e in E if e[0] == 'e'])), shape=(len(eq_rhs), n)).tocsr() +Au = coo_matrix(([e[3] for e in E if e[0] == 'u'], ([e[1] for e in E if e[0] == 'u'], [e[2] for e in E if e[0] == 'u'])), shape=(len(ub_rhs), n)).tocsr() +print('LP vars', n, 'eq', len(eq_rhs), 'ub', len(ub_rhs), flush=True) +t0 = time.time() +res = linprog(np.array(cost), A_ub=Au, b_ub=np.array(ub_rhs, dtype=float), A_eq=Ae, b_eq=np.array(eq_rhs, dtype=float), bounds=(0, None), method='highs', options={'time_limit': 1200}) +print('LP status', res.status, res.message, '%.1f s' % (time.time() - t0), 'objective', res.fun, flush=True) +if res.x is not None: + usage = collections.Counter() + for (gi, q), v in Xv.items(): + if res.x[v] > 1e-7: + usage[G[gi][0], q] += res.x[v] + out = {} + for (cap, q), x in sorted(usage.items()): + name = '%d:%s' % (cap, '+'.join(str(w) for w, k in zip(WID, q) for _ in range(k)) or 'empty') + tgt = target.get((cap, q), 0) if target is not None else None + out[name] = (round(x, 3), tgt) + for k, v in out.items(): + if target is None or abs(v[0] - v[1]) > 1e-6: + print(' ', k, v) + if short: + sh = collections.Counter() + for (t, w), sv in short.items(): + if res.x[sv] > 1e-7: + sh[t, w] += res.x[sv] + print('call shortfalls (t, w): amount', sorted(((k, round(v, 3)) for k, v in sh.items()))[:80], 'total', round(sum(sh.values()), 3)) + print('calls with shortfall', sorted({t for t, w in sh})) + if target is not None and a.mode == 'elastic': + missing = {('%d:%s' % (c, q)): n for (c, q), n in target.items() if usage.get((c, q), 0) < n - 1e-6} + print('targets under-supplied:', missing) + if a.out: + json.dump(dict(widths=WID, usage={k: v[0] for k, v in out.items()}, objective=res.fun, b=b), open(a.out, 'w'), indent=1) diff --git a/research/rank7-restore-carrier-skips/construction/allocation/double.py b/research/rank7-restore-carrier-skips/construction/allocation/double.py new file mode 100644 index 0000000000..f002703372 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/allocation/double.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python3 +"""double.py -- if #2917's T74 chronology is the exact interleaving of two copies of PR2833's T37 chronology +(order74[2k] = order37[k], order74[2k+1] = (stage, replica+37), dispatch copied), a T37 fill doubles into a T74 fill +on #2917's OWN chronology: row (t,h,o,c,p,z) -> (2t,h,o,c,p,z) and (2t+1,h,o+37,c,p,z). Verified by the vendored engine. +Usage: python double.py T37_DIR OUT_DIR [--providers PROVIDERS.json] [--buffers 82]""" +import os, sys +os.environ['PYTHONDONTWRITEBYTECODE'] = '1' +sys.dont_write_bytecode = True +import argparse, collections, hashlib, json, pathlib, types, time +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) +import root as R, relax as X, fill17 as F +ap = argparse.ArgumentParser(); ap.add_argument('src'); ap.add_argument('out'); ap.add_argument('--providers', default=None); ap.add_argument('--buffers', type=int, default=82) +a = ap.parse_args() +src, out = pathlib.Path(a.src).resolve(), pathlib.Path(a.out).resolve() +out.mkdir(parents=True, exist_ok=False) +owner = types.ModuleType('frozen_owner'); exec(compile(F.ENGINE.read_bytes(), 'frozen_owner', 'exec'), owner.__dict__) +t37 = F.load_chronology('pr2833-t37'); t74 = F.load_chronology('pr2917-t74') +order37, disp37 = t37[2], {(s, r): p for s, r, p in t37[3]} +template, plan, order74, dispatch74, T = t74 +disp74 = {(s, r): p for s, r, p in dispatch74} +ok_order = all(order74[2 * k] == order37[k] and order74[2 * k + 1] == [order37[k][0], order37[k][1] + 37] for k in range(333)) +ok_disp = all(disp74[(s, r)] == disp37[(s, r)] and disp74[(s, r + 37)] == disp37[(s, r)] for s, r in map(tuple, order37)) +print('order74 == interleave(order37, order37+37):', ok_order, '; dispatch copied:', ok_disp) +assert ok_order and ok_disp +fill37 = F.read(src / 'FILL.json.gz') +providers = F.load_providers(pathlib.Path(a.providers) if a.providers else F.PKG17 / 'allocation/PROVIDERS.json') +assert F.read(src / 'PROVIDERS.json')['gauge44']['widths'] == providers['gauge44']['widths'] +rows = [] +for t, h, o, c, p, z in fill37['rows']: + rows.append([2 * t, h, o, c, p, z]); rows.append([2 * t + 1, h, o + 37, c, p, z]) +fill = {'columns': fill37['columns'], 'dispatch_overrides': [], 'method': fill37.get('method', '') + ' | doubled from the T37 fill onto #2917 T74 chronology (order74 = interleave of two T37 copies; double.py)', 'rows': sorted(rows)} +t0 = time.time() +result, _, _ = owner.check(T, order74, fill, disp74, None, plan, template, providers) +print('engine PASS in %.1f s' % (time.time() - t0), result['roles'], result['idle'], 'rank_mass', result['rank_mass'], 'live', result['live']) +profile = {int(k): v for k, v in result['profile'].items()} +prof37 = {int(k): v for k, v in F.read(src / 'PROFILE.json').items()} +assert profile == {r: 2 * n for r, n in prof37.items()}, 'profile is not 2x the T37 profile' +inv = collections.Counter(providers['gauge44']['widths']) +rel = X.relax(providers['gauge44']['actual_paid_profile'], dict(inv)) +k_lo, k_hi, pr = F.price(profile, T, rel) +prov_out = {pid: {'actual_paid_profile': {str(r): n for r, n in providers[pid]['actual_paid_profile'].items()}, 'widths': providers[pid]['widths']} for pid in providers} +payload_sha = {} +for n, obj in [('ORDER.json', order74), ('FILL.json.gz', fill), ('DISPATCH.json', dispatch74), ('PROFILE.json', {str(k): v for k, v in sorted(profile.items())}), ('PROVIDERS.json', prov_out)]: + F.save(out / n, obj); payload_sha[n] = hashlib.sha256(json.dumps(obj, sort_keys=True, separators=(',', ':')).encode()).hexdigest() +check = dict(result, status='PASS_VENDORED_PR2839_OWNER_ENGINE_CHECK', solver='DOUBLED_FROM_T37_FILL ' + str(src), chronology='pr2917-t74', T=T, calls=len(order74), + physical=result['live'] + 408 + 8 + a.buffers + 2, physical_formula='live + 408 helpers + 8 centres + %d private buffers + 2 guards' % a.buffers, + inventory={pid: dict(sorted(inv.items())) for pid in providers}, local=providers['gauge44']['actual_paid_profile'], engine_sha256=F.ENGINE_SHA, payload_sha256=payload_sha, **pr) +F.save(out / 'OWNER-CHECK.json', check) +print('physical', check['physical'], 'KAPPA', pr['kappa_lower_decimal'], '..', pr['kappa_upper_decimal'], 'cap', rel['cap_upper_decimal'], 'gap %.3e' % pr['gap_to_relaxation_cap'], 'gain vs PR2917 claim %.6e' % pr['gain_vs_PR2917_claim_float'], 'gain vs PR2930 claim %.6e' % pr['gain_vs_PR2930_claim_float']) +print('payload sha', payload_sha) diff --git a/research/rank7-restore-carrier-skips/construction/allocation/fill17.py b/research/rank7-restore-carrier-skips/construction/allocation/fill17.py new file mode 100644 index 0000000000..d2a5186783 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/allocation/fill17.py @@ -0,0 +1,608 @@ +#!/usr/bin/env python3 +"""fill17.py -- lane C's fill.py (r12) adapted to PR #2917's words: literal owner allocation for #2917's exact +per-provider widths (allocation/PROVIDERS.json) under a chosen chronology, with the integer pattern mix of relax.py, +CP-SAT (single thread), edge-colouring realization, the vendored PR2839 owner engine (sha 77a84872..., the same file +#2917 ships in allocation/vendor/) and root.py's exact bracket. Also replays/prices any literal fill (--check-fill). + +Chronologies: + pr2833-t37 : PR2833 T37 owners chronology (333 calls) as used by PR2857/lane C (template/plan from PR2857 sources) + pr2833-t74 : PR2833 borrow-fill chronology (666 calls) + pr2917-t74 : #2917's own allocation/ORDER.json + DISPATCH.json (666 calls; = PR2908's, 'inherited chronology') +Template and plan payloads are byte-identical across the packages (decompressed sha 514e5931..., 163431bf...). + +Usage (AGI venv = OR-Tools 9.15; num_search_workers MUST be 1 on this machine): + $AGI -B fill17.py --work OUT/x --chronology pr2833-t37 --catalogue tight --hint-flow PR2857/FLOW.json.gz --hint-zeros --seed 7 --seconds 900 + $AGI -B fill17.py --work OUT/x --chronology pr2917-t74 --catalogue tight --hint-fill PR2917/allocation/FILL.json.gz --hint-zeros + $AGI -B fill17.py --work OUT/x --chronology pr2917-t74 --check-fill PR2917/allocation/FILL.json.gz (replay + price) + --mix-only : stop after the pattern mix and its exact kappa (fill-independent) + --mix-file PATTERNS.json : use a given target mix (list of [cap, counts, n]) instead of the milp +Outputs: PATTERNS.json, MODEL.json, SOLVER.json, FLOW.json.gz, ORDER.json, FILL.json.gz, DISPATCH.json, PROFILE.json, + PROVIDERS.json (= #2917's allocation format), OWNER-CHECK.json (engine result, physical stock, exact bracket, cap, gains). +""" +import os, sys +os.environ['PYTHONDONTWRITEBYTECODE'] = '1' +sys.dont_write_bytecode = True +import argparse, collections, gzip, hashlib, json, pathlib, time, types +from fractions import Fraction as Q +import numpy as np +from scipy.sparse import coo_matrix, csr_matrix +from scipy.sparse.csgraph import maximum_bipartite_matching +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) +import root as R +import relax as X + +SCR = pathlib.Path('S') +PKG17 = SCR / 'r13/vendor/pr2917/research/paired-helper-extension' +PKG57 = SCR / 'r12/vendor/pr2857/research/shared-kernel-repacking' +P33 = SCR / 'r12/vendor/pr2833/research/gmx-t74-borrow43-handoff' +ENGINE = PKG17 / 'allocation/vendor/independent_owners.py' +ENGINE_SHA = '77a848729159e271ba64f403dfd59dddb13044b17b2950fa56700f442e2fe461' +PR2917_KAPPA = Q('17215886471978018806049999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000') +PR2917_ROOT_LOWER = Q('1721588647197801880605/1000000000000000000000000') # floor of its root at 24 digits (CLAIM complex_lower = 344317729439560376121/2e23) +PRIVATE_BUFFERS = 82 # default; --buffers overrides (n45x4 words: 86) +PR2930_KAPPA = Q(17224999064432745643569999999999999999999998999999999999999999999999, 10 ** 70) # PR2930 CLAIM (= our PR2917 cap fill) +PR2966_HEAD24 = Q(1724034272523452177412, 10 ** 24) # #2966 headline at 24 digits (coordinator: 0.001724034272523452177412; its -1e-46-1e-70 cancels against ours) +HELPERS = 408 +CENTRES = 8 +GUARDS = 2 + + +def read(p): + b = pathlib.Path(p).read_bytes() + return json.loads(gzip.decompress(b) if b[:2] == b'\x1f\x8b' else b) + + +def save(p, x): + b = json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + if str(p).endswith('.gz'): + b = bytearray(gzip.compress(b, mtime=0)) + b[9] = 255 + b = bytes(b) + pathlib.Path(p).write_bytes(b) + + +def log(*a): + print(*a, flush=True) + + +def load_chronology(name): + if name == 'pr2833-t37': + template = read(PKG57 / 'sources/PR2833-T37-TEMPLATE.json.gz') + plan = read(PKG57 / 'sources/PR2833-PLAN.json.gz') + owners = read(PKG57 / 'sources/PR2833-T37-OWNERS.json.gz') + T = 37 + timecalls = {} + for r in owners: + key, call = r['time'], (r['stage'], r['replica']) + assert key not in timecalls or timecalls[key] == call + timecalls[key] = call + assert set(timecalls) == set(range(9 * T)) + order = [list(timecalls[t]) for t in range(9 * T)] + dispatch = read(PKG57 / 'sources/PR2833-T37-DISPATCH.json') + elif name == 'pr2833-t74': + template = read(PKG57 / 'sources/PR2833-T37-TEMPLATE.json.gz') + plan = read(PKG57 / 'sources/PR2833-PLAN.json.gz') + order = read(P33 / 'new/borrow-fill/ORDER.json') + dispatch = read(P33 / 'new/borrow-fill/DISPATCH.json') + T = 74 + elif name == 'pr2917-t74': + template = read(PKG17 / 'allocation/vendor/TEMPLATE.json.gz') + plan = read(PKG17 / 'allocation/vendor/PLAN.json.gz') + order = read(PKG17 / 'allocation/ORDER.json') + dispatch = read(PKG17 / 'allocation/DISPATCH.json') + T = 74 + else: + raise SystemExit('unknown chronology ' + name) + assert {(s, r) for s, r, p in dispatch} == set(map(tuple, order)) and len(order) == 9 * T and len(dispatch) == 9 * T + return template, plan, order, dispatch, T + + +def load_providers(path, local_override=None): + providers = read(path) + out = {} + for pid, v in providers.items(): + widths = [int(w) for w in v['widths']] + assert len(widths) == HELPERS + local = {int(k): int(n) for k, n in v['actual_paid_profile'].items()} + if local_override is not None: + local = dict(local_override) + local = {k: n for k, n in sorted(local.items()) if n} + assert sum(r * n for r, n in local.items()) - sum(widths) == 1856, 'local mass - width mass != 1856 for ' + pid + out[pid] = {'widths': widths, 'actual_paid_profile': local} + return out + + +def integer_pattern_mix(inv_by_call, T, bins_per_replica, cap_root, catalogue, tight): + widths = sorted({w for inv in inv_by_call for w in inv}) + bins = {c: n * T for c, n in bins_per_replica.items()} + demand = collections.Counter() + for inv in inv_by_call: + for w, n in inv.items(): + demand[w] += n + from scipy.optimize import milp, Bounds, LinearConstraint + pats = X.patterns(bins_per_replica, widths) + if catalogue == 'tight': + keep = {(t['capacity'], tuple(t['widths'].count(w) for w in widths)) for t in tight} + for cap in bins: + for i, w in enumerate(widths): + if w <= cap: + keep.add((cap, tuple(int(j == i) for j in range(len(widths))))) + keep.add((cap, tuple(0 for _ in widths))) + pats = [p for p in pats if (p[0], p[1]) in keep] + elif catalogue == 'tightonly': + keep = {(t['capacity'], tuple(t['widths'].count(w) for w in widths)) for t in tight} + pats = [p for p in pats if (p[0], p[1]) in keep] + caps = sorted(bins) + b = float(cap_root) + c = np.array([X.Hfloat(r, b) for cap, counts, r in pats]) + A = np.zeros((len(caps) + len(widths), len(pats))) + for j, (cap, counts, r) in enumerate(pats): + A[caps.index(cap), j] = 1.0 + for i, n in enumerate(counts): + A[len(caps) + i, j] = n + rhs = np.array([float(bins[cap]) for cap in caps] + [float(demand[w]) for w in widths]) + res = milp(c, integrality=np.ones(len(pats)), bounds=Bounds(0, np.inf), constraints=LinearConstraint(A, rhs, rhs), options={'time_limit': 120, 'mip_rel_gap': 0}) + assert res.x is not None, 'integer pattern mix infeasible: ' + str(res.message) + xi = np.rint(res.x).astype(np.int64) + assert np.max(np.abs(xi - res.x)) < 1e-6 and np.all(A @ xi == rhs) + target = {(pats[j][0], pats[j][1]): int(xi[j]) for j in range(len(pats)) if xi[j]} + return target, widths + + +def color_pattern(n, q, counts, WID): + slots = [w for j, w in enumerate(WID) for _ in range(q[j])] + if not slots: + assert not counts + return [[] for _ in range(n)] + times = sorted({t for t, w in counts}) + K = len(times) + assert K >= len(slots) + ti = {t: j for j, t in enumerate(times)} + A = np.zeros((K, K), dtype=np.int64) + slot_by_w = collections.defaultdict(list) + for j, w in enumerate(slots): + slot_by_w[w].append(j) + for w, js in slot_by_w.items(): + atslot = 0 + remaining = n + for t in times: + needed = counts.get((t, w), 0) + while needed: + take = min(needed, remaining) + A[ti[t], js[atslot]] += take + needed -= take + remaining -= take + if remaining == 0: + atslot += 1 + remaining = n + assert atslot == len(js) + assert all(v <= n for v in A.sum(axis=1)) + j = len(slots) + remaining = n + for r in range(K): + needed = n - int(A[r].sum()) + while needed: + assert j < K + take = min(needed, remaining) + A[r, j] += take + needed -= take + remaining -= take + if remaining == 0: + j += 1 + remaining = n + assert np.all(A.sum(axis=0) == n) and np.all(A.sum(axis=1) == n) + output = [] + for color in range(n): + matching = maximum_bipartite_matching(csr_matrix(A > 0), perm_type='column') + assert len(matching) == K and min(matching) >= 0 and len(set(map(int, matching))) == K + output.append([(times[r], slots[int(c)]) for r, c in enumerate(matching) if c < len(slots)]) + A[np.arange(K), matching] -= 1 + assert not A.any() + return output + + +def pattern_name(WID, counts): + return '+'.join(str(w) for w, k in zip(WID, counts) for _ in range(k)) or 'empty' + + +def fill_to_bins(fill, order, disp, providers): + """literal fill rows -> {bin: [(t, w)]} using the provider widths (helper column = 0-based index, as the engine reads it).""" + bybin = collections.defaultdict(list) + for t, h, o, c, p, z in fill['rows']: + w = providers[disp[tuple(order[t])]]['widths'][h] + bybin[o, c, p].append((t, w)) + return bybin + + +def price(profile, T, rel): + k_lo, k_hi = R.kappa_from_profile(profile, T) + cap_hi = Q(rel['cap_upper']) + return k_lo, k_hi, dict(kappa_lower=str(k_lo), kappa_upper=str(k_hi), kappa_lower_decimal=R.mpmath_str(k_lo, 25), kappa_upper_decimal=R.mpmath_str(k_hi, 25), + headline_floor24_minus=str(Q(int(k_lo * 10 ** 24), 10 ** 24) - Q(1, 10 ** 46) - Q(1, 10 ** 70)), + relaxation_cap_lower=rel['cap_lower'], relaxation_cap_upper=rel['cap_upper'], relaxation_cap_upper_decimal=rel['cap_upper_decimal'], + gap_to_relaxation_cap=float(cap_hi - k_lo), gain_vs_PR2917_claim_float=float(k_lo - PR2917_KAPPA), gain_vs_PR2917_root_lower_float=float(k_lo - PR2917_ROOT_LOWER), + gain_vs_PR2917_claim_exact_lower=str(k_lo - PR2917_KAPPA), + gain_vs_PR2930_claim_float=float(k_lo - PR2930_KAPPA), gain_vs_PR2930_claim_exact_lower=str(k_lo - PR2930_KAPPA), + gain_vs_PR2966_headline24=str(Q(int(k_lo * 10 ** 24), 10 ** 24) - PR2966_HEAD24), gain_vs_PR2966_float=float(Q(int(k_lo * 10 ** 24), 10 ** 24) - PR2966_HEAD24)) + + +def main(): + ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument('--work', type=pathlib.Path, required=True) + ap.add_argument('--chronology', choices=['pr2833-t37', 'pr2833-t74', 'pr2917-t74'], default='pr2833-t37') + ap.add_argument('--providers', type=pathlib.Path, default=PKG17 / 'allocation/PROVIDERS.json') + ap.add_argument('--local', help='JSON per-call local profile overriding PROVIDERS (both providers)') + ap.add_argument('--catalogue', default='tight', help="all | tight | tightonly | rc: (free-mix: patterns with reduced cost <= x at the cap root)") + ap.add_argument('--mix-file', type=pathlib.Path, help='PATTERNS.json-style target list [[cap, counts, n], ...] to use instead of the milp') + ap.add_argument('--mix-only', action='store_true') + ap.add_argument('--seconds', type=int, default=600) + ap.add_argument('--workers', type=int, default=1) + ap.add_argument('--seed', type=int, default=124) + ap.add_argument('--hint-flow', type=pathlib.Path, help='FLOW.json.gz of the same chronology/T (e.g. PR2857 allocation/construction/FLOW.json.gz for pr2833-t37)') + ap.add_argument('--hint-fill', type=pathlib.Path, help='literal FILL.json.gz of the same chronology (e.g. #2917 allocation/FILL.json.gz for pr2917-t74); converted to X/Z hints') + ap.add_argument('--hint-zeros', action='store_true') + ap.add_argument('--reuse-flow', type=pathlib.Path) + ap.add_argument('--solver', choices=['cp', 'highs-lp', 'highs-mip'], default='cp', help='cp = CP-SAT; highs-lp = LP relaxation feasibility only (fractional flow); highs-mip = scipy milp') + ap.add_argument('--check-fill', type=pathlib.Path, help='replay: owner-check and price this literal fill under the chronology (no solve)') + ap.add_argument('--free-mix', action='store_true', help='no global pattern targets: CP-SAT minimizes the linearized moment sum_bins H_idle(b*) over the catalogue (tight = relaxation-tight + single residues + empties; all = every pattern; rc:x = reduced cost <= x)') + ap.add_argument('--objective-scale', type=int, default=10 ** 6) + ap.add_argument('--buffers', type=int, default=PRIVATE_BUFFERS, help='private zero buffers for the physical display (PR2917 82, n45x4 86)') + ap.add_argument('--method', default='r13 lane C1: relax.py integer pattern mix + CP-SAT chronological flow + edge-colouring realization (fill17.py)') + a = ap.parse_args() + assert a.workers == 1, 'num_search_workers must be 1 on this machine (3 deadlocks)' + out = a.work.resolve() + out.mkdir(parents=True, exist_ok=False) + t0 = time.time() + assert hashlib.sha256(ENGINE.read_bytes()).hexdigest() == ENGINE_SHA, 'owner engine pin' + owner = types.ModuleType('frozen_owner') + exec(compile(ENGINE.read_bytes(), 'frozen_owner', 'exec'), owner.__dict__) + template, plan, order, dispatch, T = load_chronology(a.chronology) + local_override = {int(k): int(v) for k, v in json.loads(a.local).items()} if a.local else None + providers = load_providers(a.providers, local_override) + disp = {(s, r): p for s, r, p in dispatch} + inv_by_call = [collections.Counter(providers[disp[tuple(sr)]]['widths']) for sr in order] + calls_by_pid = collections.Counter(disp[tuple(sr)] for sr in order) + locals_ = {pid: providers[pid]['actual_paid_profile'] for pid in providers} + # relaxation cap (call-weighted average inventory; the local profile is the same for both providers here) + avg_inv = collections.Counter() + for inv in inv_by_call: + for w, n in inv.items(): + avg_inv[w] += Q(n, len(order)) + loc0 = next(iter(locals_.values())) + assert all(l == loc0 for l in locals_.values()), 'providers differ in local profile; relax.py needs one profile' + rel = X.relax(loc0, avg_inv) + cap_lo, cap_hi = Q(rel['cap_lower']), Q(rel['cap_upper']) + log('CHRONOLOGY', a.chronology, 'T', T, 'calls', len(order), 'calls per provider', dict(calls_by_pid)) + log('INVENTORY', {pid: dict(sorted(collections.Counter(providers[pid]['widths']).items())) for pid in providers}, 'LOCAL', loc0) + log('RELAX cap', rel['cap_lower_decimal'], rel['cap_upper_decimal'], 'tight', rel['tight_patterns'], 'idle/replica', rel['idle_per_replica']) + live = 896 * T + physical = live + HELPERS + CENTRES + a.buffers + GUARDS + + if a.check_fill: + fill = read(a.check_fill) + result, _, _ = owner.check(T, order, fill, disp, None, plan, template, providers) + profile = {int(k): v for k, v in result['profile'].items()} + k_lo, k_hi, pr = price(profile, T, rel) + bybin = fill_to_bins(fill, order, disp, providers) + pat_hist = collections.Counter() + win = owner.windows(template, order, T) + for (o, c), (cap, lo, hi) in win.items(): + for port in range(112): + rs = bybin.get((o, c, port), []) + pat_hist['%d:%s' % (cap, '+'.join(str(w) for w in sorted(w for t, w in rs)) or 'empty')] += 1 + assert result['live'] == live + check = dict(result, status='PASS_VENDORED_PR2839_OWNER_ENGINE_CHECK', mode='check-fill', fill=str(a.check_fill), chronology=a.chronology, T=T, + physical=result['live'] + HELPERS + CENTRES + a.buffers + GUARDS, physical_expected=physical, pattern_histogram=dict(sorted(pat_hist.items())), **pr) + save(out / 'OWNER-CHECK.json', check) + save(out / 'PROFILE.json', dict(sorted(profile.items()))) + log('CHECK-FILL PASS roles', result['roles'], 'idle', result['idle'], 'physical', check['physical']) + log('PATTERNS', dict(sorted(pat_hist.items()))) + log('KAPPA', pr['kappa_lower_decimal'], '..', pr['kappa_upper_decimal'], 'cap', rel['cap_upper_decimal'], 'gap %.3e' % pr['gap_to_relaxation_cap'], 'gain vs PR2917 claim %.4e' % pr['gain_vs_PR2917_claim_float'], 'gain vs PR2930 claim %.4e' % pr['gain_vs_PR2930_claim_float'], 'gain vs PR2966 %.6e' % pr['gain_vs_PR2966_float']) + return + + bins_per_replica = X.BINS + if a.free_mix: + WIDf = sorted({w for inv in inv_by_call for w in inv}) + allp = X.patterns(bins_per_replica, WIDf) + bstar = float((cap_lo + cap_hi) / 2) + if a.catalogue.startswith('rc:'): + thr = float(a.catalogue.split(':')[1]) + Y = rel['dual_Y'] + yv = lambda row: sum(float(Q(v)) * X.Hfloat(int(k), bstar) for k, v in Y[row].items()) + keep = {(cap, counts) for cap, counts, r in allp if X.Hfloat(r, bstar) - yv('cap%d' % cap) - sum(n * yv('w%d' % w) for w, n in zip(WIDf, counts)) <= thr} + elif a.catalogue == 'all': + keep = {(cap, counts) for cap, counts, r in allp} + else: + keep = {(t['capacity'], tuple(t['widths'].count(w) for w in WIDf)) for t in rel['tight_pattern_list']} + for cap in bins_per_replica: + for i, w in enumerate(WIDf): + if w <= cap: + keep.add((cap, tuple(int(j == i) for j in range(len(WIDf))))) + keep.add((cap, tuple(0 for _ in WIDf))) + target = {k: None for k in sorted(keep)} + WID = WIDf + log('FREE MIX catalogue', {cap: sum(1 for c, q in keep if c == cap) for cap in sorted(bins_per_replica)}) + elif a.mix_file: + mf = read(a.mix_file) + WID = [int(w) for w in mf['widths']] + target = {(int(cap), tuple(int(k) for k in counts)): int(n) for cap, counts, n in mf['target']} + else: + target, WID = integer_pattern_mix(inv_by_call, T, bins_per_replica, (cap_lo + cap_hi) / 2, a.catalogue, rel['tight_pattern_list']) + idle_mix = collections.Counter() + for (cap, counts), n in target.items(): + r = cap - sum(w * k for w, k in zip(WID, counts)) + assert r >= 0 + if r and n: + idle_mix[r] += n + profile_mix = collections.Counter(idle_mix) + for pid, ncalls in calls_by_pid.items(): + for r, n in locals_[pid].items(): + profile_mix[r] += n * ncalls + if a.free_mix: + mix_lo = mix_hi = None + mix_pr = dict(kappa_lower_decimal='(free mix)', kappa_upper_decimal='', gap_to_relaxation_cap=float('nan'), gain_vs_PR2917_claim_float=float('nan'), gain_vs_PR2930_claim_float=float('nan')) + else: + mix_lo, mix_hi, mix_pr = price(dict(profile_mix), T, rel) + if not a.free_mix: + log('PATTERN MIX', {('%d:%s' % (cap, pattern_name(WID, counts))): n for (cap, counts), n in sorted(target.items())}) + log('MIX kappa bracket', mix_pr['kappa_lower_decimal'], mix_pr['kappa_upper_decimal'], 'idle', dict(sorted(idle_mix.items())), 'gap to cap %.3e' % mix_pr['gap_to_relaxation_cap'], 'gain vs PR2917 %.4e' % mix_pr['gain_vs_PR2917_claim_float'], 'gain vs PR2930 %.4e' % mix_pr['gain_vs_PR2930_claim_float']) + if not a.free_mix: + save(out / 'PATTERNS.json', dict(mode='milp' if not a.mix_file else 'file', catalogue=a.catalogue, T=T, chronology=a.chronology, widths=WID, + target=[[cap, list(counts), n] for (cap, counts), n in sorted(target.items())], idle=dict(sorted(idle_mix.items())), + profile=dict(sorted(profile_mix.items())), **mix_pr)) + if a.mix_only: + return + + # ---- chronology windows and the flow model (PR2857 discover_original.py, all bins active) + win = owner.windows(template, order, T) + family = lambda b: b[0] * 896 + (2 * plan['pairs'][str(b[1])] + plan['sides'][str(b[1])]) * 112 + b[2] + fw = collections.defaultdict(list) + for (o, c), (cap, lo, hi) in win.items(): + fw[family((o, c, 0))].append((lo, hi, c)) + for ww in fw.values(): + for i, (lo, hi, c) in enumerate(ww): + assert all(max(lo, l) >= min(hi, h) for l, h, d in ww[i + 1:]), 'overlapping same-family windows' + need = {t: collections.Counter(inv_by_call[t]) for t in range(len(order))} + pats = collections.defaultdict(list) + for (cap, counts) in target: + pats[cap].append(counts) + groups = collections.defaultdict(list) + for (o, c), (cap, lo, hi) in win.items(): + for port in range(112): + groups[cap, tuple(range(max(0, lo + 1), min(len(order), hi + 1)))].append((o, c, port)) + G = sorted(groups) + groupof = {b: gi for gi, g in enumerate(G) for b in groups[g]} + edge, lb, ub, rl, ru = [], [], [], [], [] + Xv, Zv = {}, {} + + def cr(l, u=None): + j = len(rl) + rl.append(l) + ru.append(l if u is None else u) + return j + + def cv(u): + j = len(lb) + lb.append(0) + ub.append(u) + return j + + def put(r, v, n): + if n: + edge.append((r, v, n)) + callrow = {(t, w): cr(n) for t, cnt in need.items() for w, n in cnt.items() if n} + globalrow = {} if a.free_mix else {key: cr(n) for key, n in target.items()} + for gi, (cap, ts) in enumerate(G): + nb = len(groups[G[gi]]) + br = cr(nb) + for q in pats[cap]: + xv = cv(nb) + Xv[gi, q] = xv + put(br, xv, 1) + if not a.free_mix: + put(globalrow[cap, q], xv, 1) + residual = {w: q[j] for j, w in enumerate(WID) if q[j]} + wr = {w: cr(0) for w in residual} + for w, n in residual.items(): + put(wr[w], xv, -n) + for t in ts: + tr = cr(-nb, 0) + put(tr, xv, -1) + for w in residual: + if (t, w) not in callrow: + continue + zv = cv(min(nb, need[t][w])) + Zv[gi, q, t, w] = zv + put(tr, zv, 1) + put(wr[w], zv, 1) + put(callrow[t, w], zv, 1) + modelinfo = dict(T=T, chronology=a.chronology, groups=len(G), variables=len(lb), pattern_variables=len(Xv), flow_variables=len(Zv), constraints=len(rl), nonzeros=len(edge), workers=a.workers, + catalogue=a.catalogue, patterns_per_cap={str(cap): len(ps) for cap, ps in pats.items()}) + save(out / 'MODEL.json', modelinfo) + log('MODEL', modelinfo) + rr = np.fromiter((e[0] for e in edge), np.int32) + cc = np.fromiter((e[1] for e in edge), np.int32) + vv = np.fromiter((e[2] for e in edge), np.float64) + mat = coo_matrix((vv, (rr, cc)), shape=(len(rl), len(lb))).tocsr() + del edge + t1 = time.time() + if a.reuse_flow: + saved = read(a.reuse_flow) + value = np.zeros(len(lb), dtype=np.int64) + for gi, q, n in saved['x']: + value[Xv[gi, tuple(q)]] = n + for gi, q, t, w, n in saved['z']: + value[Zv[gi, tuple(q), t, w]] = n + status = 'EXACT_FLOW_REPLAY' + elif a.solver == 'highs-lp': + from scipy.optimize import milp, Bounds, LinearConstraint + r = milp(np.zeros(len(lb)), integrality=np.zeros(len(lb)), bounds=Bounds(np.array(lb, dtype=float), np.array(ub, dtype=float)), constraints=LinearConstraint(mat, np.array(rl, dtype=float), np.array(ru, dtype=float)), options={'time_limit': a.seconds, 'disp': True}) + status = 'LP_RELAXATION_' + ('FEASIBLE' if r.x is not None else 'INFEASIBLE_OR_FAILED') + ': ' + str(r.message) + log('LP RELAXATION', status, '%.1f s' % (time.time() - t1)) + save(out / 'SOLVER.json', dict(status=status, solver='highs-lp', seconds=time.time() - t1, chronology=a.chronology, T=T, catalogue=a.catalogue, mix_file=str(a.mix_file) if a.mix_file else None)) + return + elif a.solver == 'highs-mip': + from scipy.optimize import milp, Bounds, LinearConstraint + r = milp(np.zeros(len(lb)), integrality=np.ones(len(lb)), bounds=Bounds(np.array(lb, dtype=float), np.array(ub, dtype=float)), constraints=LinearConstraint(mat, np.array(rl, dtype=float), np.array(ru, dtype=float)), options={'time_limit': a.seconds, 'mip_rel_gap': 0, 'disp': True}) + status = str(r.message) + value = None if r.x is None else np.rint(r.x).astype(np.int64) + else: + from ortools.sat.python import cp_model + model = cp_model.CpModel() + vs = [model.NewIntVar(int(l), int(u), '') for l, u in zip(lb, ub)] + for j, (l, u) in enumerate(zip(rl, ru)): + b, e = mat.indptr[j:j + 2] + ind = mat.indices[b:e] + co = mat.data[b:e] + model.AddLinearConstraint(cp_model.LinearExpr.WeightedSum([vs[int(k)] for k in ind], [int(k) for k in co]), int(l), int(u)) + if a.free_mix: + bstar = float((cap_lo + cap_hi) / 2) + obj = [] + for (gi, q), j in Xv.items(): + r = G[gi][0] - sum(w * k for w, k in zip(WID, q)) + c = 0 if r == 0 else int(round(a.objective_scale * X.Hfloat(r, bstar))) + if c: + obj.append((vs[j], c)) + model.Minimize(cp_model.LinearExpr.WeightedSum([v for v, c in obj], [c for v, c in obj])) + hinted = {} + if a.hint_flow: + saved = read(a.hint_flow) + for gi, q, n in saved['x']: + if (gi, tuple(q)) in Xv: + hinted[Xv[gi, tuple(q)]] = min(int(n), int(ub[Xv[gi, tuple(q)]])) + for gi, q, t, w, n in saved['z']: + if (gi, tuple(q), t, w) in Zv: + hinted[Zv[gi, tuple(q), t, w]] = min(int(n), int(ub[Zv[gi, tuple(q), t, w]])) + log('HINT from flow', a.hint_flow, 'variables', len(hinted), 'of', len(vs)) + if a.hint_fill: + hf = read(a.hint_fill) + bybin = fill_to_bins(hf, order, disp, providers) + hx = collections.Counter() + hz = collections.Counter() + missing = collections.Counter() + for gi_, g_ in enumerate(G): + for b in groups[g_]: + rs = bybin.get(b, []) + q = tuple(sum(1 for t, w in rs if w == ww) for ww in WID) + if (gi_, q) not in Xv: + missing['%d:%s' % (G[gi_][0], pattern_name(WID, q))] += 1 + continue + hx[gi_, q] += 1 + for t, w in rs: + hz[gi_, q, t, w] += 1 + for k, n in hx.items(): + hinted[Xv[k]] = min(n, int(ub[Xv[k]])) + for k, n in hz.items(): + if k in Zv: + hinted[Zv[k]] = min(n, int(ub[Zv[k]])) + log('HINT from fill', a.hint_fill, 'bins hinted', sum(hx.values()), 'bins with non-catalogue patterns (unhinted)', sum(missing.values()), dict(missing.most_common(12)), 'variables', len(hinted)) + if hinted: + for j, v in hinted.items(): + model.AddHint(vs[j], v) + if a.hint_zeros: + for j in range(len(vs)): + if j not in hinted: + model.AddHint(vs[j], 0) + log('HINT total', len(hinted), '(+ zeros for the rest)' if a.hint_zeros else '') + solver = cp_model.CpSolver() + solver.parameters.num_search_workers = a.workers + solver.parameters.max_time_in_seconds = a.seconds + solver.parameters.random_seed = a.seed + solver.parameters.log_search_progress = True + result = solver.Solve(model) + status = solver.StatusName(result) + value = np.array([solver.Value(v) for v in vs], dtype=np.int64) if result in (cp_model.OPTIMAL, cp_model.FEASIBLE) else None + log(solver.ResponseStats()) + solve_seconds = time.time() - t1 + log('SOLVER', status, '%.1f s' % solve_seconds) + save(out / 'SOLVER.json', dict(status=status, seconds=solve_seconds, workers=a.workers, seed=a.seed, max_time_seconds=a.seconds, candidate=value is not None, chronology=a.chronology, T=T, catalogue=a.catalogue, + hint_flow=str(a.hint_flow) if a.hint_flow else None, hint_fill=str(a.hint_fill) if a.hint_fill else None, hint_zeros=a.hint_zeros)) + if value is None: + log('NO FEASIBLE FLOW (status %s)' % status) + raise SystemExit(2) + assert not (np.any(value < lb) or np.any(value > ub) or np.any(mat @ value < rl) or np.any(mat @ value > ru)) + xc = collections.defaultdict(collections.Counter) + zc = collections.defaultdict(collections.Counter) + for (gi, q), v in Xv.items(): + if value[v]: + xc[gi][q] = int(value[v]) + for (gi, q, t, w), v in Zv.items(): + if value[v]: + zc[gi, q][t, w] = int(value[v]) + save(out / 'FLOW.json.gz', {'x': [[gi, list(q), n] for gi, c in xc.items() for q, n in c.items()], 'z': [[gi, list(q), t, w, n] for (gi, q), c in zc.items() for (t, w), n in c.items()]}) + gc = collections.Counter() + for gi, c in xc.items(): + for q, n in c.items(): + gc[G[gi][0], q] += n + if a.free_mix: + target = dict(gc) + idle_mix = collections.Counter() + for (cap, counts), n in target.items(): + r = cap - sum(w * k for w, k in zip(WID, counts)) + if r: + idle_mix[r] += n + profile_mix = collections.Counter(idle_mix) + for pid, ncalls in calls_by_pid.items(): + for r, n in locals_[pid].items(): + profile_mix[r] += n * ncalls + log('FREE MIX realized', {('%d:%s' % (cap, pattern_name(WID, counts))): n for (cap, counts), n in sorted(target.items())}) + assert dict(gc) == target, 'global integer pattern counts differ' + for gi in range(len(G)): + assert sum(xc[gi].values()) == len(groups[G[gi]]), 'window class bin count' + call_count = collections.defaultdict(collections.Counter) + for (gi, q), c in zc.items(): + by_w = collections.Counter() + by_t = collections.Counter() + for (t, w), n in c.items(): + assert t in G[gi][1] and q[WID.index(w)] > 0, 'ineligible time/width flow' + by_w[w] += n + by_t[t] += n + call_count[t][w] += n + assert all(by_w[w] == q[j] * xc[gi][q] for j, w in enumerate(WID)), 'pattern-width supply' + assert all(n <= xc[gi][q] for n in by_t.values()), 'more than one role per bin/time' + assert all(call_count[t] == need[t] for t in range(len(order))), 'flow call width demand' + slots = [] + for gi, (cap, ts) in enumerate(G): + bins = groups[G[gi]] + offset = 0 + for q, n in sorted(xc[gi].items()): + res = color_pattern(n, q, zc[gi, q], WID) + assert len(res) == n + for b, it in zip(bins[offset:offset + n], res): + z = 0 + for t, w in sorted(it): + slots.append((t, w, *b, z)) + z += w + assert z <= cap + offset += n + assert offset == len(bins) + available = {t: collections.defaultdict(list) for t in range(len(order))} + for t in available: + for h, w in enumerate(providers[disp[tuple(order[t])]]['widths']): + available[t][w].append(h) + final = [] + for t, w, o, c, p, z in sorted(slots): + final.append([t, available[t][w].pop(), o, c, p, z]) + assert not any(v for d in available.values() for v in d.values()) + fill = {'columns': ['time', 'helper', 'owner_replica', 'child', 'port', 'offset'], 'dispatch_overrides': [], 'method': a.method, 'rows': sorted(final)} + result, _, _ = owner.check(T, order, fill, disp, None, plan, template, providers) + profile = {int(k): v for k, v in result['profile'].items()} + assert collections.Counter(profile) == profile_mix, 'realized profile differs from the pattern-mix profile' + assert result['live'] == live + k_lo, k_hi, pr = price(profile, T, rel) + payload_sha = {} + prov_out = {pid: {'actual_paid_profile': {str(r): n for r, n in providers[pid]['actual_paid_profile'].items()}, 'widths': providers[pid]['widths']} for pid in providers} + for n, obj in [('ORDER.json', order), ('FILL.json.gz', fill), ('DISPATCH.json', dispatch), ('PROFILE.json', {str(k): v for k, v in sorted(profile.items())}), ('PROVIDERS.json', prov_out)]: + save(out / n, obj) + payload_sha[n] = hashlib.sha256(json.dumps(obj, sort_keys=True, separators=(',', ':')).encode()).hexdigest() + check = dict(result, status='PASS_VENDORED_PR2839_OWNER_ENGINE_CHECK', solver=status, solve_seconds=solve_seconds, total_seconds=time.time() - t0, chronology=a.chronology, T=T, calls=len(order), + physical=result['live'] + HELPERS + CENTRES + a.buffers + GUARDS, physical_formula='live + 408 helpers + 8 centres + %d private buffers + 2 guards' % a.buffers, + inventory={pid: dict(sorted(collections.Counter(providers[pid]['widths']).items())) for pid in providers}, local=loc0, engine_sha256=ENGINE_SHA, catalogue=a.catalogue, + pattern_mix={('%d:%s' % (cap, pattern_name(WID, counts))): n for (cap, counts), n in sorted(target.items())}, payload_sha256=payload_sha, seed=a.seed, **pr) + save(out / 'OWNER-CHECK.json', check) + log('OWNER_CHECK_PASS', out, 'roles', result['roles'], 'idle', result['idle'], 'physical', check['physical']) + log('KAPPA', pr['kappa_lower_decimal'], '..', pr['kappa_upper_decimal'], 'cap', rel['cap_upper_decimal'], 'gap %.3e' % pr['gap_to_relaxation_cap'], 'gain vs PR2917 claim %.4e' % pr['gain_vs_PR2917_claim_float'], 'gain vs PR2930 claim %.4e' % pr['gain_vs_PR2930_claim_float'], 'gain vs PR2966 %.6e' % pr['gain_vs_PR2966_float']) + + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/construction/allocation/providers_from_words.py b/research/rank7-restore-carrier-skips/construction/allocation/providers_from_words.py new file mode 100644 index 0000000000..bab1d7139a --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/allocation/providers_from_words.py @@ -0,0 +1,41 @@ +#!/usr/bin/env python3 +"""providers_from_words.py -- derive PROVIDERS.json from the two provider words exactly as PR2917's check_allocation.py does: +helpers = sorted(range(224,704) - removed); width = len(helper_final.get(h, [0]*9)) - len(start_extra.get(h, [])); +actual_paid_profile = frame_report(word) profile (= report.local_profile, asserted, via PR2917's vendored preload_move.py); +cleanup buffers {r >= 704} == {704 + h : h in helper_final}, count = --buffers. Output: json.dumps(indent=2, sort_keys=True), no newline +(PR2917's byte format). Usage: python -I -B providers_from_words.py BASE.json.gz EXTRA.json.gz OUT.json --buffers 86 [--compare REF]""" +import sys, json, gzip, hashlib, types, pathlib, argparse +from collections import Counter +PKG17 = pathlib.Path('S/r13/vendor/pr2917/research/paired-helper-extension') +ap = argparse.ArgumentParser(); ap.add_argument('base'); ap.add_argument('extra'); ap.add_argument('out'); ap.add_argument('--buffers', type=int, required=True); ap.add_argument('--compare') +a = ap.parse_args() +def read(p): + b = pathlib.Path(p).read_bytes(); return json.loads(gzip.decompress(b) if b[:2] == b'\x1f\x8b' else b) +frames = types.ModuleType('frames'); frames.__file__ = str(PKG17 / 'vendor/preload_move.py'); sys.modules['frames'] = frames +exec(compile((PKG17 / 'vendor/preload_move.py').read_bytes(), str(PKG17 / 'vendor/preload_move.py'), 'exec'), frames.__dict__) +providers, info = {}, {} +for path, pid in [(a.base, 'gauge44'), (a.extra, 'extra')]: + word = read(path) + profile, inventory = frames.frame_report(word) + assert profile == word['report']['local_profile'] and inventory == word['report']['width_inventory'], 'frame_report != report' + helpers = sorted(set(range(224, 704)) - set(word['removed'])) + widths = [len(word['helper_final'].get(str(h), [0] * 9)) - len(word['start_extra'].get(str(h), [])) for h in helpers] + assert len(helpers) == 408 and len(word['centers']) == 8, 'helpers/centres' + buffers = {r for gate in word['cleanup'] for r in (gate[1:3] if gate[0] == 'add' else gate[1:2]) if r >= 704} + assert buffers == {704 + int(h) for h in word['helper_final']}, 'cleanup buffer / end-point bijection' + assert len(buffers) == a.buffers, 'buffer count %d != %d' % (len(buffers), a.buffers) + prof = {int(k): v for k, v in profile.items()} + assert sum(r * n for r, n in prof.items()) - sum(widths) == 1856, 'local mass - width mass != 1856' + assert dict(Counter(widths)) == {int(k): v for k, v in inventory.items()}, 'width list vs inventory' + providers[pid] = {'actual_paid_profile': {str(k): prof[k] for k in sorted(prof)}, 'widths': widths} + info[pid] = dict(word_sha256=hashlib.sha256(pathlib.Path(path).read_bytes()).hexdigest(), local=prof, inventory=dict(sorted(Counter(widths).items())), buffers=len(buffers), + narrowed_vs_9=[h for h, w in zip(helpers, widths) if w == 8 and str(h) in word['helper_final']][:200]) +text = json.dumps(providers, indent=2, sort_keys=True) +pathlib.Path(a.out).write_text(text) +print('wrote', a.out, 'sha256', hashlib.sha256(text.encode()).hexdigest()) +for pid, d in info.items(): + print(pid, 'word', d['word_sha256'][:16], 'local', d['local'], 'inventory', d['inventory'], 'buffers', d['buffers']) +print('identical widths/profile across providers:', providers['gauge44'] == providers['extra']) +if a.compare: + ref = pathlib.Path(a.compare).read_bytes() + print('byte-identical to', a.compare, ':', ref == text.encode(), '| content-equal:', json.loads(ref) == providers) diff --git a/research/rank7-restore-carrier-skips/construction/allocation/round_mix.py b/research/rank7-restore-carrier-skips/construction/allocation/round_mix.py new file mode 100644 index 0000000000..5737651571 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/allocation/round_mix.py @@ -0,0 +1,47 @@ +#!/usr/bin/env python3 +"""round_mix.py USAGE.json T OUT.json [--lam 1000] -- integer pattern mix closest to a fractional chronological LP usage (diag_lp free mode): +minimize sum_p H_idle(p)(b) n_p + lam * sum_p |n_p - u_p| subject to exact bin counts per capacity (112*T*{6,4,4,4}) and exact width totals +(inventory * 9T); patterns = LP support plus single residues and empties. Output = PATTERNS.json-style {widths, target} for fill17 --mix-file.""" +import json, sys, argparse, itertools +import numpy as np +from scipy.optimize import milp, Bounds, LinearConstraint +sys.path.insert(0, __import__('os').path.dirname(__import__('os').path.abspath(__file__))) +import relax as X +ap = argparse.ArgumentParser(); ap.add_argument('usage'); ap.add_argument('T', type=int); ap.add_argument('out'); ap.add_argument('--lam', type=float, default=1000.0) +ap.add_argument('--inventory', required=True, help='JSON per-call inventory'); ap.add_argument('--scale', type=float, default=1.0, help='usage multiplier (e.g. 2 to map a T37 usage to T74)') +a = ap.parse_args() +u = json.load(open(a.usage)); W = [int(w) for w in u['widths']]; b = u['b'] +inv = {int(k): v for k, v in json.loads(a.inventory).items()} +use = {} +for name, x in u['usage'].items(): + cap, spec = name.split(':'); ws = [] if spec == 'empty' else [int(z) for z in spec.split('+')] + use[(int(cap), tuple(ws.count(w) for w in W))] = x * a.scale +pats = set(use) +for cap in X.BINS: + for i, w in enumerate(W): + if w <= cap: + pats.add((cap, tuple(int(j == i) for j in range(len(W))))) + pats.add((cap, tuple(0 for _ in W))) +pats = sorted(pats) +n = len(pats) +idle = [cap - sum(w * k for w, k in zip(W, q)) for cap, q in pats] +c = [X.Hfloat(r, b) for r in idle] + [a.lam] * (2 * n) +caps = sorted(X.BINS) +A = np.zeros((len(caps) + len(W) + n, 3 * n)); lo = []; hi = [] +for j, (cap, q) in enumerate(pats): + A[caps.index(cap), j] = 1 + for i, k in enumerate(q): + A[len(caps) + i, j] = k +rhs = [X.BINS[cap] * a.T for cap in caps] + [inv[w] * 9 * a.T for w in W] +lo += rhs; hi += rhs +for j in range(n): # n_j - u_j = p_j - m_j + r = len(caps) + len(W) + j + A[r, j] = 1; A[r, n + j] = -1; A[r, 2 * n + j] = 1 + lo.append(use.get(pats[j], 0.0)); hi.append(use.get(pats[j], 0.0)) +res = milp(np.array(c), integrality=np.array([1] * n + [0] * (2 * n)), bounds=Bounds(0, np.inf), constraints=LinearConstraint(A, lo, hi), options={'time_limit': 120, 'mip_rel_gap': 0}) +assert res.x is not None, res.message +xi = np.rint(res.x[:n]).astype(int) +target = [[cap, list(q), int(x)] for (cap, q), x in zip(pats, xi) if x] +json.dump(dict(widths=W, target=target, source=a.usage, lam=a.lam, T=a.T), open(a.out, 'w')) +print({('%d:%s' % (cap, '+'.join(str(w) for w, k in zip(W, q) for _ in range(k)) or 'empty')): x for cap, q, x in target}) +print('deviation from LP usage', round(float(sum(abs(xi[j] - use.get(pats[j], 0.0)) for j in range(n))), 3)) diff --git a/research/rank7-restore-carrier-skips/construction/records/derive_stage2.py b/research/rank7-restore-carrier-skips/construction/records/derive_stage2.py new file mode 100644 index 0000000000..26a0613311 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/records/derive_stage2.py @@ -0,0 +1,76 @@ +"""Derive per-step frame changes of lane A's five stage-2 extractions (parent = previous step word), base from the realized +step words; check that the same records reproduce the extra provider's final L27 word.""" +import gzip, json, copy, collections, sys +from fractions import Fraction as Q +from pathlib import Path +S = Path('S') +A = S / 'r14/agents/A-extract/out' +sys.path.insert(0, str(S / 'wt-r13pub2/research/paired-extension-normal45/vendor')) +import preload_move as pm +def read(p): + b = Path(p).read_bytes(); return json.loads(gzip.decompress(b) if b[:2] == b'\x1f\x8b' else b) +HS = [226, 228, 230, 363, 395] +TR = [read(next(A.glob(f'L27-base-TRANSFORM-step{k}-h{h}.json'))) for k, h in enumerate(HS, 1)] +for k, h in enumerate(HS, 1): + assert read(next(A.glob(f'L27-extra-TRANSFORM-step{k}-h{h}.json'))) == TR[k - 1] +R42 = json.load(open(A / 'R42.json')); R7 = json.load(open(A / 'R42R7.json')) +for t, r in zip(TR, R42 + R7): + assert t['before'] == r['transform']['before'] and t['after'] == r['transform']['after'] and t['helper'] == r['transform']['helper'], 'realized transform == shipped' +def insert(word, t): + h = t['helper']; x = copy.deepcopy(word); n = x['prelude_events'] + x['A'] = x['A'][:n] + copy.deepcopy(t['before']) + x['A'][n:] + x['restore'] += copy.deepcopy(t['after']) + x['helper_final'][str(h)] = list(pm.basis(t['after'][0][-1])) + C = collections.defaultdict(dict) + for g in x['compensation']: + C[g[2]][g[1]] = C[g[2]].get(g[1], Q(0)) + Q(g[3], g[4]) + for g in reversed(t['before']): + if g[0] == 'scale': + C[g[1]] = {u: a * Q(g[2], g[3]) for u, a in C[g[1]].items()} + else: + u, s = g[1:3] + for target, a in C[u].items(): + C[s][target] = C[s].get(target, Q(0)) + Q(g[3], g[4]) * a + x['compensation'] = [['add', u, r, a.numerator, a.denominator, []] for r, col in sorted(C.items()) for u, a in sorted(col.items()) if a] + return x +def finish(x): + profile, inventory = pm.frame_report(x) + x['report']['local_profile'], x['report']['width_inventory'] = profile, inventory + z = copy.deepcopy(x); z['A'] = z['A'][z['prelude_events']:] + x['cleanup'] = pm.derive_cleanup(z, set(map(int, x['helper_final']))) + return x +out = [] +words = [read(A / 'L22-base.json.gz')] + [read(A / f'R42-step{k}.json.gz') for k in (1, 2, 3)] + [read(A / f'R42R7-step{k}.json.gz') for k in (1, 2)] +assert words[-1] == read(A / 'L27-base.json.gz'), 'realized base step words end at L27-base' +for k, t in enumerate(TR, 1): + par, ch = words[k - 1], words[k] + x = insert(par, t) + diff = sorted(key for key in x if x[key] != ch[key]) + fc = [] + for sec in ('A', 'B', 'restore'): + assert len(x[sec]) == len(ch[sec]), (k, sec) + for i, (g, c) in enumerate(zip(x[sec], ch[sec])): + assert g[:-1] == c[:-1], (k, sec, i, g, c) + if g[-1] != c[-1]: + fc.append(dict(section=sec, index=i, gate=g[:-1], old_frame=g[-1], new_frame=c[-1])) + hf = {h_: (x['helper_final'].get(h_), U) for h_, U in ch['helper_final'].items() if x['helper_final'].get(h_) != U} + other = sorted(key for key in x if key not in ('A', 'B', 'restore', 'report', 'cleanup', 'helper_final') and x[key] != ch[key]) + print('step', k, t['helper'], 'normal', t['normal'], 'inputs', len(t['before']), 'outputs', len(t['after']), 'frame changes', len(fc), + collections.Counter(e['section'] for e in fc), 'new-gate fc', sum(1 for e in fc if (e['section'] == 'restore' and e['index'] >= len(par['restore'])) or (e['section'] == 'A' and par['prelude_events'] <= e['index'] < par['prelude_events'] + len(t['before']))), + 'helper_final diffs', hf, 'other', other) + y = copy.deepcopy(x) + for e in fc: y[e['section']][e['index']][-1] = list(e['new_frame']) + y = finish(y) + assert y == ch, ('reproduce step', k, [key for key in ch if y[key] != ch[key]]) + out.append(dict(helper=t['helper'], normal=t['normal'], step=k, before=t['before'], after=t['after'], frame_changes=fc)) +# extra: same records must reproduce L27-extra exactly from L22-extra +w = read(A / 'L22-extra.json.gz') +for k, t in enumerate(out, 1): + x = insert(w, t) + for e in t['frame_changes']: + g = x[e['section']][e['index']] + assert g[:-1] == e['gate'] and g[-1] == e['old_frame'], ('extra preimage', k, e) + g[-1] = list(e['new_frame']) + w = finish(x) +print('extra final == L27-extra:', w == read(A / 'L27-extra.json.gz')) +json.dump(out, open(S / 'r14pub-build/derive/stage2-transforms.json', 'w'), indent=1) diff --git a/research/rank7-restore-carrier-skips/construction/records/make_data.py b/research/rank7-restore-carrier-skips/construction/records/make_data.py new file mode 100644 index 0000000000..ff113b8a12 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/records/make_data.py @@ -0,0 +1,21 @@ +"""Write the package's declared data records (stage 1 frame edits, stage-2 transforms, stage-3 re-based rewrites) to argv[1].""" +import json, sys +from pathlib import Path +S = Path('S') +A = S / 'r14/agents/A-extract/out'; RW = S / 'r14/agents/RW/out/L27+2957' +out = Path(sys.argv[1]); out.mkdir(parents=True, exist_ok=True) +fe = json.load(open(A / 'L22-base-FRAME-EDITS.json')); assert fe == json.load(open(A / 'L22-extra-FRAME-EDITS.json')) +rec = {'stage': 'stage 1: joint codimension-2 end-frame lowering (frame-only)', + 'providers': 'one record serves both providers (base and extra words are equal on every edited gate and end frame)', + 'groups': fe['groups'], 'helper_final_changes': fe['helper_final_changes'], 'frame_edits': fe['frame_edits'], + 'declared_local_profile': fe['declared_local_profile'], 'declared_width_inventory': fe['declared_width_inventory'], + 'addressing': 'index = position in the parent (PR2942) word section; gate = the literal gate without its frame; every new frame is a hyperplane of the old one'} +(out / 'STAGE1-FRAME-EDITS.json').write_text(json.dumps(rec, indent=1) + '\n') +for t in json.load(open(S / 'r14pub-build/derive/stage2-transforms.json')): + r = {'step': t['step'], 'helper': t['helper'], 'normal': t['normal'], 'before': t['before'], 'after': t['after'], + 'frame_changes': t['frame_changes'], + 'addressing': 'before: input gates inserted right after the prelude; after: output gates appended to restore; frame_changes: addressed in the child word after insertion'} + (out / f'TRANSFORM-{t["helper"]}.json').write_text(json.dumps(r, indent=1) + '\n') +rb = json.load(open(RW / 'REWRITES-2957-on-L27-base.json')); assert rb == json.load(open(RW / 'REWRITES-2957-on-L27-extra.json')) +(out / 'REWRITES-2957.json').write_text(json.dumps(rb, indent=1) + '\n') +print('data records written', sorted(p.name for p in out.iterdir())) diff --git a/research/rank7-restore-carrier-skips/construction/records/make_prices.py b/research/rank7-restore-carrier-skips/construction/records/make_prices.py new file mode 100644 index 0000000000..8700174f1c --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/records/make_prices.py @@ -0,0 +1,63 @@ +"""construction/STAGE-PRICES.json: search-time certified prices (lane A / lane RW, r14) as evidence; argv[1] = output path.""" +import json, sys +from pathlib import Path +S = Path('S') +A = S / 'r14/agents/A-extract/out' +C = {1: 2116671, 2: 4228346, 3: 6338140, 4: 8446713, 5: 10554378, 6: 12661320, 7: 14767661, 8: 16873488, 9: 18978865} +BE = 2091300 +GROUPS = {'V45': [256, 128, 64, 35, 16, 11, 5], 'A': [256, 128, 64, 38, 20, 10, 1], 'B': [256, 128, 64, 34, 17, 11, 4], + 'C': [256, 128, 64, 32, 19, 11, 6], 'D': [256, 128, 64, 37, 21, 8, 3]} +HS = {'V45': [249, 251, 265, 267], 'A': [331, 450, 451, 508, 509], 'B': [299, 448, 449, 484, 485], 'C': [452, 453, 532, 533], 'D': [454, 455, 556, 557]} +joint = json.load(open(A / 'lowerA-joint.json')) +vl = json.load(open(A / 'V2942-base-vlower.json')) +groups = [] +for g, W in GROUPS.items(): + if g == 'V45': + full = next(r for r in vl if sorted(r['Q']) == HS[g]) + singles = {str(r['Q'][0]): r['margin_vs_k_BE'] for r in vl if len(r['Q']) == 1} + groups.append(dict(group=g, W=W, helpers=HS[g], singles_margin=singles, joint_delta=full['delta_units'], joint_margin=full['margin_vs_k_BE'], + subsets=[{'helpers': sorted(r['Q']), 'delta': r['delta_units'], 'margin': r['margin_vs_k_BE']} for r in vl])) + else: + r = next(r for r in joint if r.get('W') == W) + assert sorted(r['helpers']) == sorted(HS[g]) + groups.append(dict(group=g, W=W, helpers=HS[g], singles_margin={str(h): m for h, m in zip(r['helpers'], r['singles'])}, + joint_delta=r['joint_delta'], joint_margin=r['joint_margin'])) +for g in groups: + assert g['joint_margin'] == -g['joint_delta'] - len(g['helpers']) * BE, g +unions = [dict(Ws=r['union'], helpers=r['helpers'], joint_delta=r['joint_delta'], joint_margin=r['joint_margin']) for r in joint if 'union' in r] +unused = [dict(W=r['W'], helpers=r['helpers'], margin=r['joint_margin']) for r in joint if 'W' in r and r['W'] not in GROUPS.values()] +s1 = sum(g['joint_delta'] for g in groups) +assert s1 == -46150994 +out = { + 'note': 'Search-time pricing with the certified frame solver (r12 harness on the #1186 toolkit, exact chain dual decomposition) by lanes A and RW of round r14; units of 2^-40 at the base saving b. Evidence only: the claim rests on verify.py, check_allocation.py, check_cap.py and the complete admission. verify.py recomputes the literal stage prices from the frame-report profiles with these weights and checks them against this table.', + 'weights': {'c': {str(k): v for k, v in C.items()}, 'b': '0.001703676387993676', 'definition': 'c_r = floor(2^40 * T_r(b)), the solver integer surrogate of the per-child moment term of rank r', + 'break_even': BE, 'break_even_definition': 'the round value guide: local saving that buys one freed width unit at fixed packing (about c1 - 25,371); margins below are -delta - k * break_even'}, + 'stage1': {'groups': groups, 'pairwise_unions': unions, 'unused_single_W_groups': unused, 'literal_price_units': s1, 'freed_width_units': 22, + 'margin': -s1 - 22 * BE, 'groups_independent': all(u['joint_delta'] == sum(g['joint_delta'] for g in groups if g['W'] in u['Ws']) for u in unions if all(w in GROUPS.values() for w in u['Ws'])), + 'leave_one_out_reported': 'lane A (combine.py, base provider): leaving any single helper out of its group costs 23,490 .. 25,371 units, so every member contributes; not stored per helper', + 'candidates': 'necessary condition: the lowered end frame W must contain L_h, the solver lower bound at h\'s last vertex; over all 86 restored helpers exactly 20 (end dim 8, L_h dim 7, W = L_h) plus PR2942\'s four pivots qualify; no helper has slack for a two-dimension lowering'}, + 'stage2': {'steps': [dict(step=1, normal=42, helper=226, delta=-2101683), dict(step=2, normal=42, helper=228, delta=-2106679), dict(step=3, normal=42, helper=230, delta=-2101683), + dict(step=4, normal=7, helper=363, delta=-2106679), dict(step=5, normal=7, helper=395, delta=-2106679)], + 'literal_price_units': -10523403, 'freed_width_units': 5, 'margin': 10523403 - 5 * BE, + 'kopt_on_stage1_word': {'7': {'margin': 30758, 'k': 2, 'X': [5, 73, 363, 395], 'P': [363, 395]}, '42': {'margin': 26153, 'k': 3, 'P': [226, 228, 230], 'realized_margin': 36145}, + '25': {'margin': 20766, 'k': 2, 'P': [232, 363], 'note': 'conflicts with normal 7 (shares pivot 363)'}, '52': {'margin': 20766, 'k': 2}, + '76/82/97/127': {'margin': -34529}, '486/504': {'margin': -29645}}, + 'recensus_after_stage2': {'7': 'pairing rank 0', '42': 'pairing rank 0', '52': 'pairing rank 0', '25': {'margin': -34529, 'k': 1}}, + 'on_parent_without_stage1': 'kopt on PR2942 words: best margin -29,645 (486/504); no positive normal'}, + 'stage3': {'rewrites': {'5997': -4996, '6000': -4996, '6004': -4996, '6008': -4996, '3779': -3102, 'swap3749': -3102, 'swap3755': -3102, 'swap3761': -3102, + 'swap3767': -3102, 'swap3773': -3102, '1564': -6877, '1569': -6877, '4604': 0, '4630': 0}, + 'literal_price_units': -52350, 'additive': 'the composed delta equals the sum of the single-rewrite deltas, the same -52,350 as on PR2917 and PR2942 words', + 'credit': 'rewrites by Jeremy Kothe (jeremykothe2), PR2957; re-addressed to this word with exact preimages by our lane RW'}, + 'codim2_census': {'subspaces': 43435, 'theorem': 'a 7-dim V lies in exactly three hyperplanes E_n1, E_n2, E_(n1 xor n2), and the admissible pairing at V restricts the pairing at each of them, so a fresh helper can pair at V only if all three normals pair', + 'rows': [{'word': 'PR2894 parent (literal frames)', 'normals_with_pairing': [52, 76, 82, 97, 127, 486, 504], 'V_all_three': 0, 'V_nonzero': 0}, + {'word': 'PR2917 (lowered frames)', 'normals_with_pairing': [7, 25, 42, 45, 52, 76, 82, 97, 127, 486, 504], 'V_all_three': 4, + 'V_nonzero': 1, 'V': [256, 128, 64, 35, 16, 11, 5], 'note': 'V45 = E_7 n E_42 n E_45, prank 4: the normal-45 structure itself'}, + {'word': 'PR2942', 'normals_with_pairing': [7, 25, 42, 52, 76, 82, 97, 127, 486, 504], 'V_all_three': 0, 'V_nonzero': 0}, + {'word': 'stage 1 (L22)', 'normals_with_pairing': [7, 25, 42, 52, 76, 82, 97, 127, 486, 504], 'V_all_three': 0, 'V_nonzero': 0}], + 'pr2918_consistency': 'at E7 = (256,128,66,36,22,8,1) on the PR2894 parent: non-restored R_V = {105, 408}; with restored helpers allowed R = {105,307,309,314,369,371,373,378,408,572,573}, |H| = 226, dimA = dimB = 0, as RossRichardson\'s PR2918 (research/helper408-rank7-pairing)'}, + 'caps': {'PR2942': '0.0017228172707428495209099', 'stage1': '0.0017262265796413098725813', 'stage2': '0.0017278107473204236839366', 'stage3': '0.001729035764875516181444'}, + 'total': {'literal_price_units': -46150994 - 10523403 - 52350, 'freed_width_units': 27, 'margin': 46150994 + 10523403 + 52350 - 27 * BE}, +} +assert out['stage1']['groups_independent'] +Path(sys.argv[1]).write_text(json.dumps(out, indent=1) + '\n') +print('margins', out['stage1']['margin'], out['stage2']['margin'], out['total']['margin']) diff --git a/research/rank7-restore-carrier-skips/construction/search/codim2.py b/research/rank7-restore-carrier-skips/construction/search/codim2.py new file mode 100644 index 0000000000..7b60aafc88 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/codim2.py @@ -0,0 +1,63 @@ +"""codim2.py -- exact census of rank-7 (codimension-2) paired extractions for FRESH helpers (9->7). +For every 7-dim subspace V of F2^9 (43,435 = triples {n1 0 requires prank(E_n1), prank(E_n2), prank(E_n3) > 0. For those V the exact pairing rank on R_V is computed. +usage: python -B codim2.py WORD.json.gz OUT.json [lower|literal] [V-basis-to-report e.g. 256,128,66,36,22,8,1]""" +import sys, json, time, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +from lower import per_normal_R, terminal_lower + +def main(): + wp, op = sys.argv[1], sys.argv[2]; mode = sys.argv[3] if len(sys.argv) > 3 else 'lower' + probe = [int(x) for x in sys.argv[4].split(',')] if len(sys.argv) > 4 else None + t0 = time.time(); w = load(wp); fr = frames(w); sp = CE.spaces(w, fr=fr); H = sp['H'] + tl, g, al = terminal_lower(w) + term = tl if mode == 'lower' else {r: fr['terminal'][r] for r in tl} + restored = set(map(int, w['helper_final'])) + regs = [r for r in live_regs(w) if r not in restored] + idx = {r: i for i, r in enumerate(regs)} + Rbits = {} + for n in range(1, 512): + b = 0 + for r in regs: + if all(((x & n).bit_count() & 1) == 0 for x in term[r]): b |= 1 << idx[r] + Rbits[n] = b + unbits = lambda b: [regs[i] for i in range(len(regs)) if b >> i & 1] + hyper = {} + for n in range(1, 512): + key = Rbits[n] + if key not in hyper: hyper[key] = per_normal_R(w, sp, n, unbits(key))['prank'] + prank_n = {n: hyper[Rbits[n]] for n in range(1, 512)} + live_normals = sorted(n for n in prank_n if prank_n[n] > 0) + nV = 0; cand = [] + for n1 in range(1, 512): + for n2 in range(n1 + 1, 512): + n3 = n1 ^ n2 + if n3 <= n2: continue + nV += 1 + if prank_n[n1] and prank_n[n2] and prank_n[n3]: cand.append((n1, n2, n3)) + out = dict(word=wp, mode=mode, subspaces=nV, normals_with_pairing=live_normals, triples_all_three_nonzero=len(cand), V=[]) + seen = {} + for (n1, n2, n3) in cand: + b = Rbits[n1] & Rbits[n2]; R = unbits(b) + if b not in seen: seen[b] = per_normal_R(w, sp, n1, R) + res = seen[b] + Vb = list(PM.basis([z for z in range(1, 512) if ((z & n1).bit_count() & 1) == 0 and ((z & n2).bit_count() & 1) == 0])) + piv = sorted(H & set(R)) + out['V'].append(dict(normals=[n1, n2, n3], V=Vb, R=R, pivots=piv, dimA=res['dimA'], dimB=res['dimB'], prank=res['prank'], + alphas=[{str(k): str(v) for k, v in a.items()} for a in res['alphas']] if res['prank'] else [], + ys=[{str(k): str(v) for k, v in y.items()} for y in res['ys']] if res['prank'] else [])) + print(f'V {n1},{n2},{n3} basis {Vb}: |R_V|={len(R)} pivots={len(piv)} dimA={res["dimA"]} dimB={res["dimB"]} prank={res["prank"]}', flush=True) + if probe is not None: + P = PM.basis(probe); R = [r for r in regs if PM.contained(term[r], P)] + res = per_normal_R(w, sp, 1, R) + out['probe'] = dict(V=list(P), R=R, R_with_restored=[r for r in live_regs(w) if PM.contained(term[r], P)], dimA=res['dimA'], dimB=res['dimB'], prank=res['prank'], H_size=len(H)) + print('PROBE', out['probe'], flush=True) + out['seconds'] = round(time.time() - t0, 1) + print(f'{mode}: {nV} subspaces; normals with nonzero pairing {live_normals}; V with all three containing normals nonzero: {len(cand)}; ' + f'V with nonzero pairing: {sum(1 for v in out["V"] if v["prank"])} ({out["seconds"]}s)', flush=True) + json.dump(out, open(op, 'w'), indent=0) + +if __name__ == '__main__': main() diff --git a/research/rank7-restore-carrier-skips/construction/search/combine.py b/research/rank7-restore-carrier-skips/construction/search/combine.py new file mode 100644 index 0000000000..65b84f5f4e --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/combine.py @@ -0,0 +1,37 @@ +"""combine.py -- PR2942 + frame-only end-frame lowerings: the four normal-45 pivots to V and the restored-helper groups A-D to their W. +Certified solver frames written back, report re-derived, PR2833 auditor; leave-one-out inside groups (base only).""" +import sys, json, copy, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +BE = 2091300 +V = (256, 128, 64, 35, 16, 11, 5) +G = {'V45': (V, [249, 251, 265, 267]), + 'A': ((256, 128, 64, 38, 20, 10, 1), [331, 450, 451, 508, 509]), + 'B': ((256, 128, 64, 34, 17, 11, 4), [299, 448, 449, 484, 485]), + 'C': ((256, 128, 64, 32, 19, 11, 6), [452, 453, 532, 533]), + 'D': ((256, 128, 64, 37, 21, 8, 3), [454, 455, 556, 557])} +def build(w, groups): + x = copy.deepcopy(w) + for g in groups: + W, hs = G[g] + for h in hs: x['helper_final'][str(h)] = list(W) + return x +res = {} +for v in ('base', 'extra'): + w = load(S / f'r14/inputs/WORD-2942-{v}.json.gz'); base = solve_frames(w, key=v) + x = build(w, G); pf = bp.frame_profile(x, literal=False); d = pf['cost'] - base['cost']; k = sum(len(hs) for W, hs in G.values()) + wf = finish(bp.write_frames(x, pf)); ok, msg, rep = audit(wf) + dp = collections.Counter(pf['profile']); dp.subtract(collections.Counter(base['profile'])) + res[v] = dict(delta_units=d, freed_units=k, margin=-d - k * BE, profile=pf['profile'], profile_delta={a: b for a, b in sorted(dp.items()) if b}, + inventory=wf['report']['width_inventory'], audit=msg, certified=pf['certified'], buffers=len(wf['helper_final'])) + print(v, res[v], flush=True) + if ok: dump(wf, f'L22-{v}.json.gz') + if v == 'base': + for g in ('A', 'B', 'C', 'D'): + W, hs = G[g] + for h in hs: + y = copy.deepcopy(x); y['helper_final'][str(h)] = list(w['helper_final'][str(h)]) + try: dd = bp.frame_profile(y, literal=False)['cost'] - base['cost'] + except Exception: dd = None + print(f' leave-one-out {g} without {h}: margin {None if dd is None else -dd - (k - 1) * BE} (full {res[v]["margin"]})', flush=True) +json.dump(res, open('L22-summary.json', 'w'), indent=1, default=str) diff --git a/research/rank7-restore-carrier-skips/construction/search/deliver_l22.py b/research/rank7-restore-carrier-skips/construction/search/deliver_l22.py new file mode 100644 index 0000000000..21182d4310 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/deliver_l22.py @@ -0,0 +1,38 @@ +"""deliver_v.py -- declared frame-edit record + exact spec (lane D wordedit) for the V-lowered PR2942 words; re-verifies by applying +the declared edits to WORD-2942 (frames + helper_final), re-deriving report/cleanup, solver profile, auditor.""" +import sys, json, copy, collections, hashlib +sys.path.insert(0, 'S/r13/agents/A-extract/code') +sys.path.insert(0, 'S/r13/agents/D-chain/code') +from synth import * +import wordedit as WE +V = [256, 128, 64, 35, 16, 11, 5] +summary = {} +for v in ('base', 'extra'): + old = load(S / f'r14/inputs/WORD-2942-{v}.json.gz'); new = load(f'L22-{v}.json.gz') + edits = [] + for sec in ('A', 'B', 'restore'): + assert len(old[sec]) == len(new[sec]) + for i, (a, b) in enumerate(zip(old[sec], new[sec])): + if a[0] == 'warp': assert a == b; continue + assert a[:-1] == b[:-1], ('gate changed', sec, i) + if PM.basis(a[-1] or []) != PM.basis(b[-1] or []): + edits.append(dict(section=sec, index=i, gate=a[:-1], old_frame=a[-1], new_frame=b[-1])) + hf = {k: dict(old=old['helper_final'][k], new=new['helper_final'][k]) for k in new['helper_final'] if old['helper_final'][k] != new['helper_final'][k]} + other = [k for k in old if k not in ('A', 'B', 'restore', 'helper_final', 'report', 'cleanup') and old[k] != new[k]] + # re-apply declared edits to the old word and re-verify + x = copy.deepcopy(old) + for e in edits: x[e['section']][e['index']][-1] = list(e['new_frame']) + for k, d in hf.items(): x['helper_final'][k] = list(d['new']) + x = finish(x); ok, msg, rep = audit(x) + same = all(x[k] == new[k] for k in new) + prof = PM.frame_report(x) + spec = WE.make_spec(old, new); rebuilt = WE.apply_spec(old, spec); rt = [k for k in new if rebuilt.get(k) != new[k]] + json.dump(dict(stage='codim2-end-frame-lowering', groups={'V45': [[256,128,64,35,16,11,5], [249,251,265,267]], 'A': [[256,128,64,38,20,10,1], [331,450,451,508,509]], 'B': [[256,128,64,34,17,11,4], [299,448,449,484,485]], 'C': [[256,128,64,32,19,11,6], [452,453,532,533]], 'D': [[256,128,64,37,21,8,3], [454,455,556,557]]}, helper_final_changes=hf, frame_edits=edits, + declared_local_profile=new['report']['local_profile'], declared_width_inventory=new['report']['width_inventory']), + open(f'L22-{v}-FRAME-EDITS.json', 'w'), indent=1) + json.dump(spec, open(f'L22-{v}-SPEC.json', 'w'), indent=0) + summary[v] = dict(frame_edits=len(edits), by_section=dict(collections.Counter(e['section'] for e in edits)), helper_final_changes=len(hf), other_changed_sections=other, + reapply_equals_word=same, audit=msg, profile=prof[0], inventory=prof[1], spec_roundtrip_differing_keys=rt, + changed_sections=sorted(k for k in old if old[k] != new[k]), sha256=hashlib.sha256(open(f'L22-{v}.json.gz', 'rb').read()).hexdigest()) + print(v, summary[v], flush=True) +json.dump(summary, open('L22-DELIVERABLE.json', 'w'), indent=1) diff --git a/research/rank7-restore-carrier-skips/construction/search/final_l27.py b/research/rank7-restore-carrier-skips/construction/search/final_l27.py new file mode 100644 index 0000000000..ce3a20c8ff --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/final_l27.py @@ -0,0 +1,30 @@ +"""final_l27.py -- replicate the five extractions (n=42 x3: 226,228,230; n=7 x2: 363,395) on L22-{base,extra}; per-step TRANSFORM +records; structure + certified frames + auditor each step; exact spec (lane D wordedit) vs WORD-2942-*; summary.""" +import sys, json, collections, hashlib +sys.path.insert(0, 'S/r13/agents/A-extract/code') +sys.path.insert(0, 'S/r13/agents/D-chain/code') +from synth import * +import wordedit as WE +BE = 2091300 +trs = [r['transform'] for r in json.load(open('R42.json'))] + [r['transform'] for r in json.load(open('R42R7.json'))] +out = {} +for v in ('base', 'extra'): + w2942 = load(S / f'r14/inputs/WORD-2942-{v}.json.gz'); p0 = solve_frames(w2942, key='p' + v) + cur = load(f'L22-{v}.json.gz'); cur_pf = solve_frames(cur, key='l' + v); steps = [] + for k, tr in enumerate(trs, 1): + s = structure_check(cur, tr); assert s.startswith('PASS'), (v, k, s) + x = apply_stage(cur, tr); pf = solve_frames(x); wf = finish(bp.write_frames(x, pf)); ok, msg, rep = audit(wf); assert ok, (v, k, msg) + steps.append(dict(step=k, normal=tr['normal'], helper=tr['helper'], structure=s, audit=msg, delta=pf['cost'] - cur_pf['cost'], cumulative_vs_PR2942=pf['cost'] - p0['cost'])) + json.dump(dict(helper=tr['helper'], normal=tr['normal'], before=tr['before'], after=tr['after'], step=k, parent='L22 + previous steps'), + open(f'L27-{v}-TRANSFORM-step{k}-h{tr["helper"]}.json', 'w'), indent=1) + cur, cur_pf = wf, pf + dump(cur, f'L27-{v}.json.gz'); spec = WE.make_spec(w2942, cur); json.dump(spec, open(f'L27-{v}-SPEC.json', 'w'), indent=0) + rebuilt = WE.apply_spec(w2942, spec); rt = [k for k in cur if rebuilt.get(k) != cur[k]] + dp = collections.Counter(cur_pf['profile']); dp.subtract(collections.Counter(p0['profile'])) + out[v] = dict(steps=steps, total_vs_PR2942=cur_pf['cost'] - p0['cost'], freed_units=27, margin=-(cur_pf['cost'] - p0['cost']) - 27 * BE, + profile=cur_pf['profile'], profile_delta_vs_PR2942={a: b for a, b in sorted(dp.items()) if b}, inventory=cur['report']['width_inventory'], + buffers=len(cur['helper_final']), spec_roundtrip_differing_keys=rt, changed_sections=sorted(k for k in w2942 if w2942[k] != cur[k]), + sha256=hashlib.sha256(open(f'L27-{v}.json.gz', 'rb').read()).hexdigest()) + print(v, {k: x for k, x in out[v].items() if k != 'steps'}, flush=True) + for st in steps: print(' ', st, flush=True) +json.dump(out, open('L27-SUMMARY.json', 'w'), indent=1, default=str) diff --git a/research/rank7-restore-carrier-skips/construction/search/lowerA.py b/research/rank7-restore-carrier-skips/construction/search/lowerA.py new file mode 100644 index 0000000000..c08666a6da --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/lowerA.py @@ -0,0 +1,34 @@ +"""lowerA.py -- option (a) census: lower the END frame of every restored helper h by one dimension (U_h -> hyperplane W of U_h), +frame-only (gates/algebra unchanged), exact certified solver. Necessary: W contains the solver lower bound L_h of h's last vertex. +usage: python -B lowerA.py WORD.json.gz OUT.json part nparts""" +import sys, json, copy, time, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +from lower import terminal_lower +BE = 2091300 +w = load(sys.argv[1]); outp = sys.argv[2]; part, nparts = int(sys.argv[3]), int(sys.argv[4]); base = solve_frames(w, key='b') +tl, g, al = terminal_lower(w) +hs = sorted(map(int, w['helper_final']))[part::nparts]; out = []; t0 = time.time() +for h in hs: + U = PM.basis(w['helper_final'][str(h)]); L = tl[h]; d = len(U) + # hyperplanes of U containing L: W = {x in U : f(x)=0} for nonzero functionals f on U vanishing on L + Ws = set(); spanU = set() + for m in range(1, 1 << d): + z = 0 + for i in range(d): + if m >> i & 1: z ^= U[i] + spanU.add(z) + for n in range(1, 512): + if all(((x & n).bit_count() & 1) == 0 for x in U): continue + W = PM.basis([z for z in spanU if ((z & n).bit_count() & 1) == 0]) + if PM.basis(list(L) + list(W)) == W: Ws.add(W) + rec = dict(h=h, end_dim=d, lower=list(L), lower_dim=len(L), candidates=len(Ws), results=[]) + for W in sorted(Ws): + x = copy.deepcopy(w); x['helper_final'][str(h)] = list(W) + try: dd = bp.frame_profile(x, literal=False)['cost'] - base['cost'] + except Exception as ex: rec['results'].append(dict(W=list(W), status='INFEASIBLE')); continue + rec['results'].append(dict(W=list(W), delta=dd, margin=-dd - BE)) + best = max((r for r in rec['results'] if 'margin' in r), key=lambda r: r['margin'], default=None) + rec['best'] = best; out.append(rec) + print(f'h {h}: end dim {d}, lower dim {len(L)}, candidate W {len(Ws)}, best {best and best["margin"]} ({round(time.time()-t0)}s)', flush=True) + json.dump(out, open(outp, 'w'), indent=0) diff --git a/research/rank7-restore-carrier-skips/construction/search/lowerA_joint.py b/research/rank7-restore-carrier-skips/construction/search/lowerA_joint.py new file mode 100644 index 0000000000..abbf31081d --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/lowerA_joint.py @@ -0,0 +1,39 @@ +"""lowerA_joint.py -- joint frame-only lowering of groups of restored helpers sharing a target subspace W (and all unions of groups +whose single margins are within reach), exact certified solver + auditor on the best.""" +import sys, json, copy, itertools, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +BE = 2091300 +w = load(sys.argv[1]); base = solve_frames(w, key='b') +recs = [] +for p in sys.argv[2].split(','): recs += json.load(open(p)) +cands = [] +for r in recs: + for x in r['results']: + if 'margin' in x: cands.append((r['h'], tuple(x['W']), x['margin'])) +print('single candidates:', len(cands), 'helpers with a candidate:', len({h for h, W, m in cands}), 'positive singles:', [c for c in cands if c[2] > 0], flush=True) +byW = collections.defaultdict(list) +for h, W, m in cands: byW[W].append((h, m)) +out = [] +def price(assign): + x = copy.deepcopy(w) + for h, W in assign.items(): x['helper_final'][str(h)] = list(W) + try: pf = bp.frame_profile(x, literal=False) + except Exception as ex: return None, None + return pf['cost'] - base['cost'], pf +for W, lst in sorted(byW.items(), key=lambda t: -len(t[1])): + hs = [h for h, m in lst] + d, pf = price({h: W for h in hs}) + m = None if d is None else -d - len(hs) * BE + out.append(dict(W=list(W), helpers=hs, singles=[m_ for h, m_ in lst], joint_delta=d, joint_margin=m)) + print(f'W {list(W)}: helpers {hs} singles {[m_ for h, m_ in lst]} -> joint margin {m}', flush=True) +# unions of groups (pairs of groups) with best joint margins +best = sorted([o for o in out if o['joint_margin'] is not None], key=lambda o: -o['joint_margin']) +for a, b in itertools.combinations(best[:8], 2): + assign = {h: tuple(a['W']) for h in a['helpers']}; clash = any(h in assign for h in b['helpers']) + if clash: continue + assign.update({h: tuple(b['W']) for h in b['helpers']}) + d, pf = price(assign); m = None if d is None else -d - len(assign) * BE + out.append(dict(union=[a['W'], b['W']], helpers=sorted(assign), joint_delta=d, joint_margin=m)) + print(f'union {a["helpers"]} + {b["helpers"]}: joint margin {m} (sum of parts {a["joint_margin"] + b["joint_margin"]})', flush=True) +json.dump(out, open('lowerA-joint.json', 'w'), indent=1, default=str) diff --git a/research/rank7-restore-carrier-skips/construction/search/realize.py b/research/rank7-restore-carrier-skips/construction/search/realize.py new file mode 100644 index 0000000000..570d53d42c --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/realize.py @@ -0,0 +1,38 @@ +"""realize.py -- realise a rank-8 composition at normal N restricted to support X (+ registers already at E_N), prescribed pivots, +exact: GL(Z[1/2]) synthesis, structure.py, certified frames, PR2833 auditor at every step. +usage: python -B realize.py WORD.json.gz N 'x1,x2,..' 'p1,p2,..' TAG""" +import sys, json, itertools, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +from lower import per_normal_R, terminal_lower, lower_pool +from pairsearch import restrict +BE = 2091300 +w0 = load(sys.argv[1]); N = int(sys.argv[2]); X = set(int(a) for a in sys.argv[3].split(',')); order = [int(a) for a in sys.argv[4].split(',')]; tag = sys.argv[5] +base0 = solve_frames(w0, key='b0'); cur = w0; cur_pf = base0; rows = [] +for k, h in enumerate(order, 1): + fr = frames(cur); sp = CE.spaces(cur, fr=fr); tl, g, al = terminal_lower(cur); R, E = lower_pool(cur, tl, N) + Eb = tuple(PM.basis(E)); F0 = {r for r in R if fr['terminal'][r] == Eb} + res = per_normal_R(cur, sp, N, R); allowed = ((X | F0) & set(R)) | {h} + A, Au = restrict(res['alphas'], res['us'], allowed); Y, Yv = restrict(res['ys'], res['vs'], allowed) + best = None; rng = [Q(-1), Q(0), Q(1)] + for ac in itertools.product(rng, repeat=len(A)): + if not any(ac): continue + c = {i: x for i, x in enumerate(ac) if x}; alpha = comb(c, A); u = comb(c, Au) + for bc in itertools.product(rng, repeat=len(Y)): + if not any(bc): continue + d = {j: x for j, x in enumerate(bc) if x}; y = comb(d, Y); v = comb(d, Yv) + if dot(alpha, y) == 0: continue + pr = normalise_pair(alpha, u, v, y) + if pr is None: continue + T = set(pr['alpha']) | set(pr['y']); key = (len(T - F0 - {h}), 0 if h in pr['alpha'] else 1, len(T)) + if best is None or key < best[0]: best = (key, pr) + if best is None: rows.append(dict(step=k, pivot=h, status='no pair')); print(tag, k, h, 'no pair', flush=True); break + r = run_direction_general(cur, h, N, best[1], cur_pf, label=f'{tag}/{h}') + if r.get('status') != 'PASS': rows.append(dict(step=k, pivot=h, status=r.get('status'), structure=r.get('structure'))); print(tag, k, h, r.get('status'), flush=True); break + cur = r['word']; cur_pf = solve_frames(cur); cum = cur_pf['cost'] - base0['cost'] + dp = collections.Counter(cur_pf['profile']); dp.subtract(collections.Counter(base0['profile'])) + rows.append(dict(step=k, pivot=h, delta=r['delta_units'], cumulative=cum, margin=-cum - k * BE, structure=r['structure'][:30], audit=r['audit'], + touched=r['touched'], profile=cur_pf['profile'], profile_delta={a: b for a, b in sorted(dp.items()) if b}, inventory=cur['report']['width_inventory'], transform=r['transform'])) + print(tag, 'step', k, 'pivot', h, 'delta', r['delta_units'], 'cumulative', cum, 'margin', -cum - k * BE, r['structure'][:12], 'audit', r['audit'], 'touched', r['touched'], flush=True) + dump(cur, f'{tag}-step{k}.json.gz') +json.dump(rows, open(f'{tag}.json', 'w'), indent=1, default=str) diff --git a/research/rank7-restore-carrier-skips/construction/search/vlower.py b/research/rank7-restore-carrier-skips/construction/search/vlower.py new file mode 100644 index 0000000000..c1eaf2b154 --- /dev/null +++ b/research/rank7-restore-carrier-skips/construction/search/vlower.py @@ -0,0 +1,22 @@ +"""vlower.py -- option (a) on the PR2942 words: lower the end frames of a subset Q of the four normal-45 pivots from E_45 to +V = E_7 ∩ E_42 ∩ E_45 (8->7 each), frame-only (gates and algebra unchanged); certified solver refit; PR2833 auditor on the +written-back word. usage: python -B vlower.py WORD.json.gz TAG [audit_all]""" +import sys, json, copy, itertools, collections +sys.path.insert(0, 'S/r13/agents/A-extract/code') +from synth import * +BE = 2091300; V = [256, 128, 64, 35, 16, 11, 5]; PIV = [249, 251, 265, 267] +w = load(sys.argv[1]); tag = sys.argv[2]; base = solve_frames(w, key='b'); out = [] +print('base', base['profile'], base['cost'], 'inventory', w['report']['width_inventory'], flush=True) +for k in range(1, 5): + for Qs in itertools.combinations(PIV, k): + x = copy.deepcopy(w) + for h in Qs: x['helper_final'][str(h)] = list(V) + try: pf = bp.frame_profile(x, literal=False) + except Exception as ex: out.append(dict(Q=Qs, status='INFEASIBLE', why=str(ex)[:160])); print(Qs, 'INFEASIBLE', str(ex)[:100], flush=True); continue + d = pf['cost'] - base['cost']; dp = collections.Counter(pf['profile']); dp.subtract(collections.Counter(base['profile'])) + rec = dict(Q=Qs, delta_units=d, margin_vs_k_BE=-d - k * BE, profile=pf['profile'], profile_delta={a: b for a, b in sorted(dp.items()) if b}, certified=pf['certified']) + if k == 4 or (len(sys.argv) > 3): + wf = finish(bp.write_frames(x, pf)); ok, msg, rep = audit(wf); rec['audit'] = msg; rec['inventory'] = wf['report']['width_inventory'] + if ok: dump(wf, f'{tag}-Q{"-".join(map(str, Qs))}.json.gz') + out.append(rec); print(rec, flush=True) +json.dump(out, open(f'{tag}-vlower.json', 'w'), indent=1, default=str) diff --git a/research/rank7-restore-carrier-skips/data/PARENT-base.json.gz b/research/rank7-restore-carrier-skips/data/PARENT-base.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..1ca8287d6ae5eb45d87db65b369be8d09ba692b2 GIT binary patch literal 70380 zcmZU)V{~L))GnHI%#KsB?T$LOZQHhOvpcqJ+qP}nNyj(c@BO}W#yI)0ek4^pd#`8C z2Xj^7ML+`m{rUDe-_eFdQvpx3vjl; z?@0pumvs#w$tT!(ae{1-Zb)Bs*6z={uFtE_wXRB2+M+6-v|_wur^x54&pn@ZcDGm_ zrxW0tc{HL-cV18^MndSPEDygbSk#2w2l|($C}7A({2E=r4J0@su_~cZlszJ|16hk` zV7Png!k~z%l}HP&hg+=gy8$C$2NaZfK9qdjr~gA~nMgng%!4cP!zvxzpG%Y)Ap8@U z&mRm1MR>mdJz=Z?4rAls@@(tUnYWUhg1QwZJZPJE0f?^Lr$4QL5SUVYjvo`T)W8iBDnPhX(duE%a(!arc0+rGOGQ2B z1cyL^>Lwz7f(~E?_t0#X0pMDzN)Bt;SDsW&e&?QZiNxwbdhSE)#e-s4_kj)`kkP$^ zX7Xn)R8B5JHgrpc>;s|xu-inSHtiM`wGQBoJ~Iqr$Dq#Zac2@H7lN@3E0a~pz}KK5 zm+#r^-}dc64B#>O>C1;_P(7#{(vyA0z{zJneU~2Zk*pv~^;t{?r8QXT9{=J~ME3r< zg82^8*lh!T>4{Lzuq?SatQ%6o1=@z?`gn~ouKANr5V#>ocV-KsI3csWoT7xgtA{pn zc_vN<`K|I8vjb@8(5Qx9n0y10C=D^Zhih=V)SHx2^;m{}rlk-{S^^SQGO5SBktoWhPXOGJHb21ssh)0zwiO*($XNYztDZRv66b%IH1|#V4uEW*ODNZS;_9hH13UG zft`t6!7f21=I)t_(k;Uj=oYFs5j~oS1L7)%N-`rz zZcPG?PGUz2+$si`b3#4>EcJF$n@&(IIbpjP-psiAl|9Naj`eh^!337iKpEbI^QiC6 zHAcAmnv~qt4^&hAD7acxJ;-3;0p|?Mx|uOygg<3UkMvy=BfD8?2S|Z&L7UOHV`==T zli?X%tqahteK(;hZBJN9y8?ios*^SR5NB_HdnIS^JnB28!xZfi;uQ7bWr6m92QY)q z)xzE68)5m*g+hnt5Fq(;(GG9`TZ1+a+M?TO5m7nR1A|YEVFaIn-b-HtN%)wE0e$^3 zc%azVGQh+*&x*6dGSffKRav9Q5Mf>SXIhUYrv@;PK_wF=kUb_G{xWm{0JswLPt;D9 zHEH!wYJJuO5WOuZ=n{Oq1xf5ytR@L;bTbO-;RrUteY=doRf|ZxJW#Tut4O)S7clG4 zw$yMK~o8?f&K05s1D?@o?Ma7Rv^2kG7Xoiuxjyszp15RcwBV6Vx*eG?K zsuiFgIr0z2vIWgDoPo3)F+~C50H2D&Vf0MRBKV^b&BuTZFWJhh@#e{LN=WPyL**zp zm3jj!oVF60?hLZmo~5sS-F}3M(Bgqz3Uk*IMc;=umFq-|tn10W zAgTb_A95ySA?eFgKbG zan@d$>X8G)5j5}@9}ehJHzR_w`fq3d=}!0gb*}AOrZQV|AKJrz($jG*CQ3AYhNwMX z8HbATMRdByFYKh>%Rz$X3v8=Eh*;Br{IOt79w@WvsHKKykJZkAEE$%!Yae*Ee#85z z+Y+do5;)=ff_P--Sw?}p1i*XjMQw~lP3#U@U!tuZ1v`7}VFm?SfbK-^6bnOI(yI#C z{xM7;xgs%B|Ac7Btp>(VL}oKqYXc1=8_bBWo9sCaa*E#mda(deb()ae##AEU+695y zE9W84AA>TpmkWn19B->ecB9=H(y;SI(348~`m5>Le&gJRmfDx<%Sa0{S!Zz5$H^u@ z_X7zyLR^KhsXEQ_cHi&P?o&^*-dBLF_jhm?gK$|e&?>VMO;xiggBoCVY1~2OBcuWG21r_!!HeM z$=XAZggC&PW=Q)&jN20qQK!-FfEM1R3*h@WS@V8h_@>E#?R@MO-OCQK9onP!g^+I! zOa#c@-PmpDn^FXtq#TSCyNrBt*&q$qm0XR_Y;SB~&I)UzE6PUaz^LY7}(L0Fb9aX1NfFDWdf^NLeN-#c%8X0fdtV#yZ%}NF2|x2#jfu zxJ>Vgo5LLZ3(doIg;CVBy*&uL)$W~WSvYk#DQHM&=Z2lQh)5(4iT#=2`g^*UUNiDn z-&l+*^Idaos#3T}9df`@?{MZA0M9^G4D5sd+LH72_}4Yx>-K@Q>fNY7yU_yR0&2FU z5!S<0xToQ;jgFKc(h&WzzO<(p#m^?^o}>M%Z^)+CzWT;G4wbEkHeL7lk)2eg9AxlBvX|6%TiSQ)3mBM2KrNH|B0G==taGy^hb(%5KsKsoD60Cf=Ft9?7xOs~A}2le zqj1zl#Gr9bP1+p)tEp*|dT|_*d43=!g(gvuMZRqm%HuS&c=RFmG`kv=Fg=jd#R$V# zp#-@fMW}b&F!GYqrJbBFL~tH_R5yG84R~6d$;zz%bizQ+%`+Ofeh#cs*tU}paARsWNxPEAr~Zg+uzV@4(pEzqHNG@4r@yduDhs@ zP!9m50WTJU74mT8^CeTwNohB0cBl*8f}3ZwU(9Wrj)m!_ZUJdSl=J=Ckkb8bS16m| z)`1DN>Jz3oI+#zNWA(}bm2B7mAN*XzKGfhl5=PLNKkx?Kx{VZ01^rw6{!0vij6VZtpf~Fu@V#v-?gQ?$YcQj z#ZyHtMYfL>$w!m;qpZ*N9! zl9$s;w#w+=(w?|)mUBI|uzJ4kYT!JO2DW-Z4U@|Z$B!ADO7oFRHVNMwG%zZietkVT zNAPkPthW;W%lr&u5mono_1VY~Vdl#(#7(l8V{SJTO3c7;@SI#=6{hWQaLpMY5kwqW zk$GEf&?pwj>p(T>{Rj&p8yTo?b8gziabHXq8T`d`!8_GiApb6=MrVsg!iydpdWe82 zgC?j@?@ytgBgV(;)4$!V%cR=f+W_=gncOFBl0%T=#T47S=Txp;&F=9HG@&d!@~KpF`cayB$cpT18K}4G>C0wSr&61!(XgUgD?r)d3q%>-t>gJ8Us2e zCmry^(jSrj|8))pXkQYk{a9qO^U>ie4 z6zd?Nnp38cQ#Lh+Xbm0Vl`&wfmopW_$%B!@rLjL-E-Oc*I1h=++?)%pGQS;;`7>M< zgo7~sm^Y94+q&LgL0Y*-A)?P9V@F~;!+LW4FKjGPu$9aZ zmkWcEF{gqqgmwq_n1+Ju&Jym5sWU-Y%yef!z&3~{ACp@aWb-q+&Djna^F`@(A0`M| zt3sF(3+oPSuh6XnCe^bd^bUG0@k4*!Kx7jTW(o?pVneI_Qixt-^J~jNX~G>(Z2w=c z@Y@3Huc*;p98qvd{FGr=<)s&vv(^@@q-QIj^s}Y<*JyWczrRzHS`&i0z=l8r>Aq9y zRkKx+W72`?rQ=6B{DaNC?+Z3Z6(~x4+kdbL*bZEq8KL}xt@JN!Uy_+|Zzj|Lf*1i=es3R=Em^+S2&!KPJ?GWofqL`p1N5Zz*W%qFO`yep>jKr%lrf zM<0zdU?@l$fqC1?Ih zRDN<<2+hUe`wx4KV%u8{1Z(Y|r;hN#Z$ImG4heBv2sn44q4vv#$%<#7%pFyu;LB!u z2r&I<4oB1-{n2(N1AyTEwiodKv=`@I^a%19P*gu8Hh}Z{`j;2ejKm$0kb=XW#1Ut{ zqW;3E8RrY9AqaT+E1`kyl()g_SkS-jp%xDQOK^^8asDrif>)Z35npysbB=r-a@rw5_Ru%;q%>D&tw)>nh!tr>P3LaicL6mU21qSN z`}LbG8hDRYFv$C)rNIAK3a`JG!j~BM8@;{{_?M*+#y?8D=2v;*SIH_OT1UZsVF!%{ zoYPNTk3e4h!wZhF8`X(l2&b~R57ntT7e1P>rzaYcjD6ZP1L%A5fnc;63)cXYQVYOyjoD04-BOjPB+#=iY__fhgi*dFouV(R4@ zfKq{>rVghCbFjczN4h166T6gyFd-3D>s@o&S^#_Z>5I1DZY~LMqWS>U+wX}n`Pbp! zu#*(EYvO;R931ewC6Z?W0{=^6mZ+dZ{o5@PMQ-9#NRz+d(GVi#M)d6iMkuBLf&ZC` ztf@S5C(O~HKB>TMza3d%AWIz*Se7AFp}hipNtD1ag1(1xfZ!DX{vpWPh!2doa&dn~ zRS(h{!0l%P8U2Ns0@Xa^%$Km98p=?agZ&x1P3EkD&-TJN|JFSodI8gu0o28aeT;5d zYiM>~?gaD*IJaGK&ZZR);idY+NL3%(@>P{>yz2`M|20?8V5hV}-SqO2d5%}T?v$wj zJalF;pBk+0A+c$FIW^I8Q0wD?z6*eAOc3l`;N*tCUgJNkNI7Txu0g4oezC&2Sfj<+ z744S~u$8AZ{0vaDXL5@8w!Wu-E~;&Qx^0UqhvIneiUhagO>QW5d0bF#-*2sDE_*+! z1V4JraDUl&jhKf-OBYU_NT}tHV5H+nE5j@2=GKPwJ1JirOwAtH=mZWo(w+|5>vw-l zaeH?E?d{^AX6ChAvk*$%?X8M-Vy{F4rABggJAM*6uiJfWB8|wg^7mvy?Q96?SBP56 zouJr{Gn{LI7&{p-%P>J`uHFMO+N>D%-|n*Txwu6J5hvzLK8AN6aFldBoou_fG^fHu zUMVtt$M{56mz386-|gPmRTe_Av==FF9B2k-=Nd>FiSHpzI$6E4QdC0R4TpO=8AlJb zaPF17O)R>(^2%wdR2(0?vMc+!=ZpnIJm+BQvFO@BN|j2C~raSqPmdfu1y+2g)YyBLBtB=ib$B}=Lk#{E_#u$XF=sqLF0M55;d zE|(?y5SP`_gK2o7i%ZA6jLfaO4Cx=UhYL7w^!(Ueg-3VdDkmPU!_|VEF67>qb>~GQ z8&vB-FYUX5HrcWzB0!v2qcg>o z9UWZix5wDFO_%#@d{g^{VyskTnIfrUqSoBt`JEpU#<9}GDfp3W$mgZX9*`$9}cPb*ex>ex`B0;wrf zve^X%%uOz-nWCU&bpcW)G`(QsKeZnOOjs0}?@0r7^2lm1O%^1=uTy{M;;!VLaYhTna+`W zf!0`JiTp~twLtjKj1W!Xd@sbdRH$0JDM3<#r3OM`7Yk z0h~wvZe}LW`NR@qr{^+}l!<=F>Pc=ELsT`_;sQMVJ+Z&fh9pS7KF({}TxRN0Ybii+Twz19(@Ez2b3 z2?k0-r&tx6+VH1;z{q!M3ZJ}du+UPkOv8R^W^@P5e}@Zm z6H81rNUcYGD$babb}(C;EWzojR(Ec+`EJ^q7+j=rCVpo*XuUC-Ny>bwf#xbwyRT@h zw$<{Y&fxJ>cLsDqH-5ll?BqqK#(wFz&AINDwIK0O8Kn0f401()B7bi$Z{mXUEYVR} zt6{&(PA6fvGpr|$QgO71HP@&y*O>M^xnf)Bl30)D!3r|dn*6@JM)&hRe8Tw04f%l~ zd##;hTT8;)M8#&y@z(hDYQe!QzcbN%81~lSeI2Cx;iqTJz5G;`N&Lzg$%zz?a~j(V zE0;FMJ2M|+*p`^(6;+nyaoYxSb$A?PUKKWlg=CwGJ{%F^VaaSpQjC>WRzsSv>mnbe zO3uc&IzE2Rgtta7$J1mo;GN4dOOKbv;Hg@1Ue4+EClmEUM;rvA^Mozfna&FQjWR*V zQIt4js9g7dwaf84zD#zm(PHlQcQJv9u3*FG1mIrmP@(B53)O4vNDjtAWOl`7Fk1#1 z52Q=Bil2n}^Q+|Z>Ftgqin36~+FmEZA#iUuM?&+o=T+wxGN@w3tv>8~<;g6^Ps0PW zCCn=jpYNw;Dxs9 zHkHJ+43$5Cz$N^VHT4B-j(`>c-Gv8jv{L+*nf$>ZG+@iK1w1>KdZKK}iP#ihEDcd$5`W|0?%({!;op>-q^; zR)_L(`@DS9Ipq2l%H2Y-(@8bLW!F;y%ge$+_sbMCW!`y*1&CJsJB^|yN6h;As*d}iTaC+nPVF8iB`eWo)W z)Mv2#ROb%+TSNy?-m#Umv`n;>Y|JYc$D2>FvP!1bOGRg2Ts!KXJZ!F>tOp%`0-aWv z;lQr6`B^AT_rz|{ncm0GS(ENgtXLW!wKgI%HDooWdRxDdDGWF>v^6GQ#5xm?t>7lM zyfsFYZS;Sp+1Lz*Y@Ft(VOr*UPd{&VcC;}|>Js<1vznSJZ6*8$FcWc3*mfP{TJ4DY zo>3*c*OmtFFGR*D8o_zRj3~FH2QCk5jw|*G=}3}z4_pN55}3QDgMDe z$eyHA*rPO|iJVNvu3KIJl~(>0T|C=)vv4r3X1Rn(Ry=2#>-*+udc{0%aqS_fG6|7f z?oG_^T5zAvE5ef0S^+<}nl~#o%afo6wYAHe`iQ@{7>@iA=-C`h$nt4p<3~@E0h1o8 zOa6FGUr^dj(9y9_JsohBwd``hOlM}Cq-h^crzfZTH!aThNT-UFheAZf%M^EE`N0eO z8MA6fe$NakqH;Z<_AG8Vu2X+b=e@D28aX$iL^UdpoJXo6g{m7rmU|`NIDC|{oT;MS zG76+8IriJU#@ALFcBL(y(Mw2NODD@%eI>z6F!GYXVBRrm(RX`{f=`>3-~EvMQrc2x zDI%*B0k9Mm_bK*8uX%*_Tr6OJHg#+G!_KE7D5#vfW?E>?42%k#H$a*yoYTbVA}DGD zGbpYE^`3B*m3vXl%D&ju=P$dmmN)KZ*56e^oLOy^8ibW6TH!rHFumgbK5v{gt3vzH zT5+nl*MffgayG?=`tA*tu;jkdnwhaVuLBtK89#jCuC-s$v3bL3PRheALtot(?%gE8 zX@<{<-R+ky#jYeWDOqBMKZCx2rucBwG6>6kSRK>zU|jWr33;GCvLv44U|jv)md0SJ zHSWE9frjZmV6;IMZA^d_QlBOrwBdM~;q@_*ZmlUBzF32mEWQ78jZu8bxcKd`)|`Vt zoBg$->gm+-SA=u(Evbr&)_8j}#!d0*B)Y0pQ`5FKb+>G8IJV%T@Q)yTf?cE0N=q0S zfOOOFm1og(6Q3lC7=>=;>A_lu6&wX0d!WLP*eiZ_DypJTK3ksy6u8QWsk}04NIv^h zq~|d6n>4xWymK-0Y_lgZS1OA6H&%jfh@b%Adz5QHMsev@AP^o3_E&opcR0$z z>%XccRg`k_%-qx)g?=-SitaYb$``R)qF`}c;Y%_KvFtXJ?$>cJgQcXQ@Pfd87%Iea z+Wk6AYyuB?4PH-?I;r&{hu2UZuF*nHeen?EyTxy_n(RJ)F>3lQi2kvsb#M`TW9(09 z`)RiAt;BsnlH2A@BJ>hj=y@%-)Q{ci0?y9F;gPpA!^R;S-WQU1qca(aSW-F=6)Y55 z6<{97+#ms4D05x4cY-0-8!W5DG>T$*wsOI|qPySt`U6FF4sOe%vA^))<*Ed@E|JG` z$wI#&)kS0sUb<0zzt3y7m<}fbI*UW)xpjCEwflH|2`pZT;90Qx=N?H=Vv8--Z~=;s zZ8rrqMqFc;Sabitg(5%r!YaysZl4ay?ShdCsEdMENrU#kiWR|g&vVuK5jGZ{(Kb5Y z+e(c8{7XNa+Sp`XL+(eIwo~RV7TW1nY=4qr340-whFc6K`?(@|BOFdEFw~im$@`1% zpq1Ht=OS4+LEGAF;K(l`KNn&NX`_#af)yPq<11fhE&R8jj<=!l$}3WdB^>zmA)e!U z_ma&9ddhR?kq-g#0`kNB*+X{w6n8C?x_!rO#P42(g0t>69SqhT%+?)g&*@QS?k1A2 zz(12g(%$ZXn{|ATQPVOwIwofF4foRLmEjwb1g!RD^?34NA%ttO3Z?g#>&I9v7TQuO zR%K$BxP4eRw&YFKNjINc4ZBdJ=$r>-zja~P&u9Tl{&fIbc|M!1wK)R-M1v|%#F1m? z5PCMK8|oPQk1kqxf9>e*P}c@>N4DHt+wKAZIACW)liAk8+4deD(fl;tOk-~f<#`L8VWQ&t~CoA&&VwiwR}X^k*Z|xfpt8*w97=31)BX@Mgujq>qpjSKF(u?$;Ix3pUpG&w3^GJ zg^&%XzEm0V5h1F=y@UKiMU{ev&Jgoe(LwWRntk}0){-Wvnb(`~_EuE<<7RxZD?89> zhFQk{rTk|9ls|X(pYl5+*C&6e|3bOor(@|djY$$(9nNgD;Yvencv|JVbnJq6W(NlP zd}G@AX!Ava2s@TQgl(iCz&&>_BB+{%lO7%)*J3OV7l%`?IhQL08)Kd}?{_@H)Jv(M zhvkm2@0_+El;^RyJz?kCoLl&E~Q8+ za^+Xnyls&nDXt59uT`5dcf^MO1fMLMF490t9QtD-^f{n6hgAK7GG3p7&HYE-nA%mP z;_c-3pO@@WI8i;CeiZi2tGplEzeHq|JEj) ztvn)}U!t2V%&-v(Yqe3IliJP5UP|IhV1;n=8O_2d7x%jx!OC|VMSib`MhQOaF+(41 zNjB#itPRG2+9;4?3I(jRid&Td6t(rm!lv5%7(qIA89O+b2OH6OiCRURx%`S|5x5NJ zQi-)->8Lu?`C3MA4_@R(rYlEF1&b!K78z4{r+t{P|7g>Qu48F@6WFSa_XQ^4Ic7y` zOD1uW1LseS&$PvZe3yluHdqJ<1mSOa6bE^;uM8#GQCX+qVBaP`pBblxI@@Z~QDfcK zWZjnXk`8D7mo^dqI76^J9}(Gh0nJFTScsK#r2e){pL33G$Z}dWKH7;f@wljUup(>g zIh9P5I$M@{ayMx<=aABVeP{0R7Sp}=I*7b3^>UasB_YUUmKH16&@P@4=AY*bS zBqPXlQWw+NVEB&Yk0wIWpw>1a@_j-VwreXf&wdp^>J5M=B!3~e!aajG5QODwN&rb< ze}pGOvB4}9((-16_WsRb=O!Ma-r$oPO+{6@{Wrj;#K;}P%tnk1T98(5sU{>^Ll-aKv?VPU&<3j zG>c4JQ?JtL5Zak%ICk?x5?KU>S?*jv_}=T$7g5ScHPI{00a`rgf&~+ZT8-x-hKBy0 z_4N8UE_JtNWU)1pvOE_959bi#7S0FUkP4gk>DA{Ej_>tHr779os}52bGjJ^X_Av{P zW#(Ogi7bRd&Kfp7vF-GrXcUHshg3bY_7xoRAtI z#^l3tH;q=cMBQWaxu+huKI8I9nQS$5g+nMg>H?A(7~ysN2zyNQ8l%F8RP=|9cy47~ z!^TpERjs->NpJPGzg!vFL=o6_?Nt&L9M$q!n*C#TvyDYJ-YFoh@cYPxRil#*y5hc^ zhQwCH9yeykxuUTF+By;k=G|<$)3Bg5-Mv~}TLt_^=ZY5Nb=b?wW7uopakk41leL0d zCgz66lmqWRW>r_LyF{I_@}U(;z#n-&2wd|uhIO5luY`o~x>@IZd)eRim5{RjCm{`Y zh#sJT;VgV5q-Z6Z(n^+x)g*=XtIAVCsk5Vp$=$1tfvvTcxgGN2rbQ=u>nq_ZDL#lj z=dSV@3F$WJKE|wUPS(H`gCB*rzGWsdb2QJx%jc5 z^r-I+>XfI?St$^QD;2hDzqCA23g<+=Svb7L3UYa3Cbe`z?6X}{sE@_6kh!VR8hFu^ zGn_36Rb00RuS}UJ(d^6-cyA$pr`PrB;_#g&_fd2VRB0KvteGl7=5@O-4eGQAXVLuf zfUQIAijH$n!o6;02(VT!a=PJ5F~uk)s#0OeM9QCR4`9^Gnw-D)15UCxnFBIYg-~h= zkUV5=kGJuu=bDv=7yO(}dvI!9`POzjvFzDtwRZVBH#{O%Yi+ zu{V!*)!auwzl(s+#+3AkIl^OhQlG(yGROI19gakmhGUHt;yqy1O`xx?(y3t2@BP<; zl~WP;Ck^Cz70;0(O1eWh9crBm5647F7k$!a^1?%h;X!lDP@$JX)}va7{FN}knf|2P z12PDO$65Z!_TMndUe!L_TSfe)+vz10LHGl&)X7?lgB!lE)Xmf(Mp4OP> z@sSF?L%%LXl2e>5CE5~u&e|H)*`dsZ_Jx(P-Px(7K6V4riEyY;N&LnCAW+%LWWYkF zi*#A~GipwSdSr4HMrcwL(jy4zd`{clPMZG@RZ;I^r2r@tV$~aUH<4b1=(k>;v21LY zIifG0DWT~$RwV#{(xb~ltkKe)&5H-{v3cBH>T2-0XTlTU%1OByAkXjpCC(MM`6Aj0 zK+W(2ip3`g;96|QU>g0ycp((}_3z|KPyYM3V^>@5UX}h=^8hbHoEV6d?XqZm4M6H z7kLh;w8NbT9;#C8jAJi{pB+}7OO7Q%dp_2Wbm5dgQaTRsLQ%L0J1&j8bH=S|Np9(8 zgp(vu;X!%o{i>IYepdTU!!yOFKE4a$$+aMtzVd=`#?3-lp9E6E=J^x9WSaI>Nj}^c z$e=jwc0Xp2ycMv$htSkrDWvt_W4GYm$+)*}7JE|7chC)6K~uW3&-u2%dsS^xbX)$Z z0e2?Z2$@tVG!qH9h}7e#-t@psiVl(NXlnQs=gl*170!-v^2!{q&A29QaNM$(H!{81 zvf*LZSjU-kSn|k|H|MC=Tz*@+ zN4@u?O&}rHzf^QbF%|BtGfmQ9D!B0R3u)U&Idv^P=ZfW$=Iw z0U3ME!EX;TA{LRR%k$TfpDfU1mc=;5=!ds%R`mK`Bx-OXoY!hWu4NNanoPqME7y@@ z$q6TV`P_q!F)?i+<(B8jk9jHhEWqVRtH44mLR{brQ`0EW1tCcHu{b1bQolE;y_#!L z1fh4DCr9+i5Tb8vjIz9+Sz70*l08Pi~F^Fd(Jr$ilWR$D;C#3TOZG$U|WHmWHp04_3+Uy)yGWtvM%3->Zq-Fs ze;K1iP&lC0SscFn%qmWZI(P-aG(UiYlWAFWTJ)|$Yiw!0C>yY<0*zkEa-e*9zm2W> zB2aFQiIlGD#LwiJhYZ7$#)(ZQ&&z}2vC{(grQT}qg-sVoBa{YgMYp4Y`N;^os5T77 z%G=i8yRs_GXi(}^9k^|*eH%^Is+0DU!aq6~@&fc+7{MzdR=&5r^9xihTOK0bm=f07 ziKnS0$h4^`X~BK$%vWm3(oPt#{>&JzG5ghg*}@s4)K+r6I&{U}o66_8i2F>^LA$hE zSB!x0F**cY*@2B502HHQC+*UPgZ9f;^eI8-ifQ8vT-=xEEW@%n$0#E*(A7L6PwdiJ z;c6!7YqAgX99raKPaqmvv`LaA=h4JK66va%Y`Fh#YM;-!D0k;R;N3K0&o!|6Zy2Iv_UvvBF1?ZSv>k(v~2`_rkU6b2H^}e!g|bkrC^I4st3Bq0o^ePspSNt=@AEZ*pKJmUTAnV{X+Pl z1g^J=jqL~s3{9eWE^5t<_mzDzx`Xc8aHtm-gM@Y(rW#?XpP0={{1(iAXHS$oub&>O zS2EE0CTnykGkRAA<(<=#tN-8w1j0Qc`I}!SR@&108rl5(UzC^GV9rNZT&sF3lb4(6 z!T{r;EZ1Dnm>N~Wx~~*KY!423`gtm?ymYn71uB2x#flf4Lx*-oXo$Ynf7+^aXBA`p zk_pvOy&iWLEei--XjtQHmc|`8e$k^VFEN%H=2M+Qd06{kkag!IA=6RZj9wl_*&1S8 z?bx94Ss%0f%0z207b|#%T|ZDHGjrQ1*z-Bt&Z==^D zm89q}*g*&^z4jgYKKDoP<%Gjn9bpjh4w2zcwm(kN6g zMKCn9UIqc$GBC^7Ol#Q%!VHx}?MVMkmh1?wa#-T0vpbHyj+2^W5(OK+5!I={m~-`? zI{PTey2bU_gzsp3R%xUqcz!DJ87+4-!P#xKv9Jn|A+5f#aG=t{P~H}I6xa;d;YDdb zmaLs)>5JrPr#3*R3||;=TR1f-<*YTibMVD}RVDHhR2&=r>}zY8jVq@u_fsdGN>LYr z$KRNgZa$*YIX@j1v+4}{qym1QRo~zFT8`7faYOr=FK`xB=z?@&#imRXK>^KP+SWRW zUAC#HRgu!+w1tvCrCIiMjP!f~tIMi*$`!_r1NN}k3O{)9YUq5gviDfsJtLtEfgC?) zHnA9VQo*#gl6p!u>hr@68@;)9;e4nOS?w`kxH6#Z;{G$k=?Y@#EJg(~>*XZJk1ngh zY-eX+BGmPO-rD6AEe=@PJE(HDdFZ~jDubejxk(}LsNAuX? z_F^th2~FkbVrpF&3_h~1#Jn;ub2GZzrv4%q_YvR@6=<@%o$N z8>35A;7*iVo{7QQCSxXf!HUIM4L@6bG+*V&M0cfA=#oqMhL<0sxS2v>B@$%opd=`; zv9NHp-|8i=?Qp91;fveQ8o6eF@ENTcEUZ=iSmN7Fqo7>Fl}eLii{@z6zFKAMTvxh? z3-<7NWcR9z)gX@%oKRJvv1X#?SG`DWeXQh|r)6-aI~6`?n1(V_g;NsClbt_b`5AU$ z8kkR>&?=G1^we0tu$kU{J6EY=~y@gQHDK026C;$KHVXy)5OP9*vckZLz&wQ z^Y`G0F3{DjJYQF*+92;O9`1~7%NwCNKZAWa*}83(;>oq*BRBcSS$!J+n`Iks!|JCH zgAv@7OH{iY4~5G)MR9`Cs%md(GNHsW=7TWGZ6zgj#em{e_4G%uU>C8(M2hMml+ z8g=0~{d{G{STSMQ*C>7zZ#ti5!q2WNW9BL&V)N;BGDZUF_3!BsoX^PQQYxD*AIHX5 z97_I7-gtO7G;&)vnd_{O@u<)~bs?JQ{5|FOm4;NDy7qM)KS$zA?cuL-iUzB)tML(5e%NgU5IC=2nwCdtJK-={INs@@ zQ@-5y4>qzv~Q^KgrJ3%M5%rQ0sUouX@9HA;Kkb|!2sta!+<{G(a zKl_x5Y^IrnQvZ#pNeKoksWoZUD}(n>ng1=U;2586Mi=VS~oRPINL)CijJ+(k)e{{^-F@CJWRba?4|$i>G>Jz121k&VS@km7nAejU$BXT* z);Q1cw0qu3l;F!|qJq()#Mf+TL-XHk$$D{ov$YCl_9?{zRZN|ys)@AfiL}bap{P$z z)~4c2cYQNTJMAm)T<9s~C6zZK$KRPvOa`5FFuBu3ZjR($y`v~?ktx^Vto`MCR;*tzzM* zel%-_8x8@*pY(1lVJ4fCJZm<*=|FWHJwK!{Yp?0b zTYAYT-+T5m9N}(wCJmO$nth}?o7ub2D5m^=+D0qs@zQs-)JNVqBSw7w^WtU6=Y7fN z*#)Yzz!Ua4wm3uocxWcc5bEN-U*X(!L~l*MHzEab1O{?ddqS&IL{%7w^!Ej-H^0Z# z<(y?3S=l-b{&8#9n8^}O@DKB^56ZpBd?PxP(QE~aBy0HNS-F0JHpgX)wbkN06x`QL zuzNGaG65;|RDj6O*81@|arD}kMoeJJQeqr<`;C9jtMpc1#RjP<+n@-?RB(tf00y$U2bo`|0^}w7atqthC4ku)UIWAsFxd3I($1$)!?wB1gekN3w zfcQT5_XXTv*I+F%kn_^Kw^Z&w*l%NxVG@eT=Vg`oWAP$~osdvClpg!8u^z~m5;QG4 zh6#f=6UCt)@WsjEFM~`#qLrY6C`#eURvJ*ax6JVwc3Jh93XpoU06V{uBI25X`p5c3 zB@z7HRKr3NT)!4ns$CLNZAJ9nc1wKH)UmsHdrC>hZ=OilAA)8?UcH*X`@!(FNyYX3 z5yk~1IP3fWE~VqY$~>(u1y{9K?{&19eHozTVR> zu<`ACC_XL%ALl%clAu{wSmJyT!#H>=kauO#*N;7`o(X(IMJ!fhD1Nt4T2G?HV657Jd5B*ALsgG?k zrgf++dUP^7;LxP7U&;8Och^YY>2Cfm%EbQ0#KrZYHIb-1Gp6nxe+Yf)RCfo^ix2Qf z5ATroW@ppZkA|Qcuf<}y^=O56zaIAg*`={Fu&D4TCI;h2UH$Z~KNDHiy0c`$1f*$n zK*$ndA~yM=6QM1S^?<%C0Ga2lz1$rcXnsk%5Ej`Oowsx5+g5}Ox$<|Z_avQh$<0(# zF&&_r@B$JiGdV4^<)yI!{{#|;ult7KzdmC}WZ3!Lh)CxeB=g5AgxpSy5IxXsg*Xmw zkkfOW=Ee_j7|^w&;%A-1E*)W6pUo8Lnt~5nMEfX9I|XQVBkP*2Hr%^ZDuC-J^PzK5kDg*4)V5#SC?9?eZa(=+a$>$`3N!=U0k z&6ZhZQcrAR-iuXSZ$l>BI+R8>wM=8N?ioK%9zZ5^A9(9@mPejQTmzn&>*@20_gto+ zxP-~IdP;7i$pDomauFkZ^W6NtG3Y%sw}ZPIF>Yi(h?DjLgA`~>q7+l$b=7Hz`5Hyz zW*?k;(lrt7Mx7@8%I}TqT{`B$S$tS(iy$(gI=5Aw69u7!>S(rQ!*%>NDSW;)oJRzf zp@UYlskyfp7`>tvrE_|ZFM*c6qrh!R?ZV-qX7-tDC~_)P5I~}Gt5ftL4^=U`pyj~5 zW})emHcQZl56{(};z5W9fIYL#7>(fDE1KezE|Rr=jogy27VcbOf|e9k#7#XPD99`N z0WXU(_H&QIy=dCsZq`5?5QGW~I_a1Bx zUWXs2*|4jSxsKX8Eld9sgX(>bzh5>Z;Ps5nGR4q)y}_6uL2`lO^r)w2efscD&>FjW zK{XN*ERVBe-kVQwEF1T1j1!ra%K8%gE*0b6Jt6m@aIBg%l(w(Uu5{qV@n|Gg!6ezc zt0iv(Cn{7`%S31Ol*iOTt*T9jvsu7=rM;VkP8s!mi4wlkGOG;td#)6DMDUJ+yYSlq z`}_bC$jg)V%Fj;fJ1rj*_3ZjrI=WF9J ztTDyg^+O)*VHi_9!}uwA3SCTT`u35(Olx{^X_P6)#e|%Te#4+%MGVz>2Fx-OrZAK7 zEV2%^4{d)SR@M-lKePLe;)}B9ezejb*@W^0#y#?TkY#K${gviN%AAbO(p#UMIL}u( zppE0NQvVi$zRH}CjByl6SFRi?_4u>M*-1lRr%q9iMk%UJ_u}hD`j1!Yi-}BEL}emS zlwpo+$IvQbBcj<|;*8dZ<~|mV5JZP~+>q4yE=b z*KM4Nq96)gVqN2V*z?v3sJb>o`ofndzNFX^zROi`WLb1e#q@pJG^sc@7Ee-^*<6;= zv(d%T=txf27W+^MvQl-bx>XaEjjE-?peE0<#^J&NsZ&n@%n6mMpQ*lf#UKU~ee{)7 zb&36Pca#%LDDUKC4x|m~%_K!*i}VN%$yvmCL>)z<4?B_KJ%~(vYuakthi7w^=tdLS z!S`;0YS!wDnjvz+n$%ZAcNwRtEIn{kY>u%_27R+*zNtwET`NB@rM7?DvsbOI+bF8> zq2$|}D-o7Mb$?}LG%hpPF3!BMHdm7g!@erk<)DGCd2mNvo+<9m2%dS zl&v&_u>74Wi+z1fNnj}Uu;%F*#|u(K;hn#KeM#zTR@B95Fg_>VQE@$Nmn`GuH*^cd zlwB*mRAaaB%y=3(#%@8X)%RG3JPR1=TIE~K7IdrCeDlR%qxV(6SxAeGzG>!-+kR?P zpWThE(T|3#+m>0{yn4D(NnAe6era9m%k0PvHm~FqFv@u`<&SbnOsK4!oI#t0w;~KF zs24V+Dh_QtPI+gVG|sO`J?B(&;Omguf!6l*>SirAL8{o*o@X3>;z$>hx;t`wUR``x zuWIEyngxt=8@fl>`NeL&VEg)7X=2e&f;cw-xW@)&-fR>)oy}LCqEbS|Qa9^eIIZBz zT7Tp2U2K}DPQwtXr`dnmsT!vL6gsQRU43di)kkpZvg0)N4fS|AT@D_{frRpGySfWF zdfvyv$_~RgHzR3v-bA2Hr$H?GQv1-%mWG)=&;HBH4WybuI8sSvPv%bf0q?;PQvHhJ zXp6?bFUG~r7^o`V&C}<8^~`#{XX~EIBb}?V3!02D-yr=eKN!~IHm6EZRlS=R0(4o< z4ep#|^x<$N5M0y1>&X#oveP%mr-~J;2Dur3NcRRUT|fs{=_*GY<2FyCE)uGYGZ_{aXx0H?lLDRpe(#5G^bCt{j8w0KAN z;QOujE{lny8Av{mik`b)_x&SIZv2mb|Gl{yPd|N4vk>2L@1$pk5$lR!lAfkop`9!n zw)R#-?ip>Y?w!s=^YE>SKfm1}H_*_$%J$Yf()dT4WoL-)d3lcNXdg|d((g%{j)Hua zZVI9HdHi)pLo?7;7+R!^G&JKed50n7C25-lnCFtQ*@WQfMVs`N!lk_K3mGVAiFx;B zjBFnD`tnZA^Lgm!FVwUljbgL}fl^ZxK@%PHj})}=(~HsZpfC>|Rr40laF7{7j`sK> zI%r8yf;V#Vpb#XAFON30RgDT6qd$WAf>^{7IC+7qC5&Ry>05L=G2@yE1;iAu;ms_j zyNp_vK)0rKK3NCqWPIKG3N_12Z1YO+9qXI~11OB}S~p=fK7L6rVw>{9(j+{jN*1Vt z4<$Xep4T4a-QP?!T_KO^^SgWISzS}D$3h+>3BKnu6hfg$cSoUJPw^g-v|Lnov|=N@ z)09Ph7UNHU8OnHs*Kv|VyWZ5=_#~=sr!#8g5*WpT=*bRf?N9;-sHukFAWa8ssV2C7 zDQak2HpgT{lGo@h$32xeqA|{hGx*kkMO+9)DRuEtQzuAVCb+3Sth9=!5l@=c}dbXCX)6u3| zYIxD8H_?!V-IG8)4aH~ZhMCtR&1=rOS5WYi5t%Nu_N`cFh;(vRRw3LzeL&V-0=a5L zR;9`Lqwge9d@8!>g3s zIF3UN%5p1kO!u4YkE}+wl!@o3lKu&A>v`Z?5{;u~T+}+s>RBQ_!duiZvN_6XS9Umv zosHf5tnTSErliv=wQmWYn&zIvTi$u4cW#ISSg8NZWp%_Lvtz}Gbl2M(>irvy2J-9%|j!RTNr>hd^e%Q294Jf z3qCt-qrI= zaXRjFBtywxOq&-p;pul19gX>Q$1(7&p^1j}?P5PhKJL6Dd2Fx*LJ+H`n304c6z@hw zI!!Av_jo(sj_aSUI~qy{>+K{?Pea#zeBT}uO>?aWSSnp8DmRj#fzggn2=$7}coQX< ze3hi$3aK>ZnI9uje0No^c-Q^7@!pBgcWA@{On;ANEP$@G)csLW$hhY5bdqwvWxjG_ zC@5}SLX2-UwMcO9ig5h)Qxe;Q@N_JZ2SQC-WACn`?Gkibx*;m6oX~W7@ePH~N{P;u z-mJx4DNnD-e*Y7=mxd~EcaO-Mw!hG}UTAg;xgT@|ke>C`Yoy(ZqI*uht4EKgi~{xZ zseHQ5R<=AJf>A(Ga+mBL?ZklBWMd|uz<)>Rm z%;%53VMbQnQFzJ_eqTe~TLRh|jSZ9F2ZG1glkTPH3Cz_t@>~ElvhPJ0gd~d|WEd!X zcX4iN9qPgDoxVxyeBC}vN!59z>ZPO*8r{aYhn|4){g#-o^u`7}o}s0nrv_|OgtsFF z1t!E^ih+WThg>hlKtX5qx|gFDl+ITMF?s^pEzS;xZ#&;zypf}uh9#->_x5dS@f0GY zI|tq4De~s-zVFKC>u60>(D*$a-PkJM^f_(XHR4V3M~Y8w29Qzy_`WeIzUN5!b!}be z&+j?%RoYlDMSW)j@%7cu9IrolY~KCMd+6WMQ`g@q;w-QK&?AwKi}La#k(}Zn)|kI< z`^WJk0mI^npINTgA;KH-OZ6V7-E>IVzArk9mC7Tl=;cYigIDwLg^Ljkp^#M`zmL;X`?cOz=+K;o(s`h9{$tfjS_MMmKQy^y9Cs*j3?(GbN>|`-DCirchxiG%AZ&Y*1nD*Q3oKK*; z8%;(PRbztbV(!L^=O!~ zxP&(61wZXFr*o-~9=w_#cB(m0(Tvw010QslyMH>x@DWEj-uRx+8Ozg6o)6 z;(Q&tk)2v+l)ZiYA!~kQM$V%1p5;}aL3T>>QQv@%d0{@3$5|MXYZ44_%7-xoV)h@?ldz_Co~+DJ0BN}8*E{EHH|{<%n-0W88q+P)K$=38>k%<{j|REVS2`m zO6m?`IV6`d=5*1d?90k|EbnwsZy#QNp%t$VLwLnKU5}vPgXWOw3$d8#XdAxYfZ#i} z6xrI5(Y{=buu~j6tNA6emWtM3#d^NIM8uR9{dKMO?kA#3(6-Zj5cURUb@6@d0d0Q? z@SRuoos$;XYK-A{3$$H<9PAN?0y+OeH~pd=&$9p0Y}i_Us4TREzV5@6Yl?Kbb#*Id zI?@1(R4y>}gm+!6mIB|1f^K7$Vq|R^gMjQ;=kE5A=AeKsJoQtKYX?Tn*|78w48#GZ z!-X~~#g$;{OzHDw{kAri*QCQD!sU+HcBjaT)1ET$<6py>is6JAW>^B08o8Fz^D1vB z)O>d-T9f42^F3VA1G8lc7j{Yw0q=;A<}4)>rqBs@S!Tzd7KdMvwRsQ|a59yi4;ZP|B}O5$mp3-@MeVcZSNNYF*&I<=drWpZQ`oyZBJr z9tv(Ce3uESi-@G=i^JK&8>~#(5c+s!+bzFzs<#kY%cVWhx;>F8c{jPsx9poOijV5u zBJDItYa1O$GFqv33VeF0HABDx8DSX0>LW+l^(KhckQ@pX$4eKGlDbNbZ4J5WjZeW* z(6}w988Ozk(03a%Dj#~bF;$`2ogrW6Eub>v7KwNH-Pw*x*NqaLxy8QkM&5AG z6RPh}EW8%lUa7lzK=>@Zo^5l$tlJ2Hs}AQ0X*p$>wFldrtvuPtZLD+L>)s z>ES*GiRH@jj(joSpdjbglF?+|wprO;FF2J(tC5<*=!^OUY@e~k)dWUgYN904;ezbcjrwbRZ zdF1$Go=4@@9%z#$=wZ6_20nHZhj*{G%W!Hr_@|vgYToP|^Pt+)&oeD=dG;LH1$MVU zY0RuU8Q)A3tYYv&+ccO#-Jm5g5IIyIqMCI8#v!q>H*=KUf+&I-u48ANbUnd!_bFVt);8Qxa5ZI9 z$WN{kne79sor(QXJ-X3H!PU-;d!B%h;zeBvlezsz)J=mNhu;s=AW!3M>cih$c@mnn zuRg-m$H2LoiX^f2Co0Pi+}-me#DQxW&JIaK^3{x9ahijMdcr$zOy7MtxtsDal=0j2 z;d;)E7u|TAjD5_Wb7S%qUa)p&vh?bhw?kpv?NuLs>->-d>|2wo;VMeK_8jXbZoj`m zdnR>{_PaA=zK4GMpkA;$IqVD>e&A4zG15%c)q#2q*e@K5(@NS29Ji!mnzw#2CH0DN zUl&r+vv@Utu(^fa9XycWdm>vy6-63a7n*CwOxH}h5|KY4(lrunC3Oh~TW~udGEETN zlAXHt+|<5q<(8bhNyZNnmi3>sOU6mzTTXbw#lgR%CIBvlksdk zZT87XSw8G`%IK*<=W}=h-$|G^h3Kik10r2rm`HP12exG9cFgPv(cKPivefQA;I=2C z^LMvblD&5duqOrG?F~$6htqR@HoMv3B&p^LWHVE0-uV(4u0aVlmUlQg@S;Q!fZf?fsRN#ZZR<3pPxJ3jtEDf-&+QFdnfB)3AVSqt7pr3k&$ndkK!{EuY`GP(Jc96Z5IQ=4pgvp!(dE+zdYIJe z^2$Q0fjTXXJD~AQvm~LwFjL~7MOJh-VMP+(Vz#W@hLvZUEi1QIjtSS6Q`kroUz$y= zro1xnAcop_OfG{7n|v(tNs(o;dv{Vqb(pSNAhy(e<8=#6=juf$`IyM^Es(q4&Yw?- z=p|O?iob3)UiwQl^qA@yovj;3D>BU+DZ>>Ufo*o23$k}#=6A%_9I&-acf{75DbF9& z;@waCov`(1wYARgPXIk%V+#8dK$6gUzdr#a6R@uQt-ymu6EdTPGolV_Oo+x^!@COR`ySx5u{Bw${7d zu`N}j+;5PNZK?gbTMqEpR`Z37dvk27`Obx2p4-yvC{jxCuH=hPB~?l z3yaO+z>=jmdzSi$%(lDHOZn?N085?+WVB;=QrgXAd!8qS(ZN*Nrj(E2NwzUv9y*05 z;q-Vv3mw8!vzI(^i!*r7q2Qy5%t!FlrY4T}WabliXHn`PZ~$+aa8&br{!Z^A*JK`) z+4VcKZb`zPB-WfE0)?;Hdt^3cPY9Dx)cJ;l6SJ@RM5fsA*^zKQNVijpt|=!ZKD$Ev zoW>D^6|g*GDo04yCQ+1vBd9Igo2@uDg2f*bVga7q?n6#27~v7xe05S_1gCNK%{3?( z7r{@;`k|wsun2xv)~hL%<`fmd583)*Dusd~Xv5s6fisASpa)%z+QvlKCby9o6XE&r zQg31+JZGA*yO;=i-dQ)9PRtxhKuP8q?;tM8tR%&jHkN6R*O} zUb6-X@hYV6E^il#S0QCJ$-8j8N@}v5a{k#dID^x=E-6y;I4~sO9LXyJ;-Qy3C|Bc# z#HJ?ytSG12a#@o^(_D6!*p&P7B9~1WG-E88QpG4Dx_4TS1f?J%ig-=;K88rMS5*5L zBF>w6>tzfPwUxWgI)+H|%|E+|Au@cG$ZcYXXvk=;_Lu0K?p=iYfF`y%1Rx3DHd>Pq zr?BBf>4tVRKGvKe3xT8Bv)a+byGir4;AP#lW3?-W&Z6Q$xECGf#)D`tx-p#eL9iFK ztWD-1*o*J;`%SEu;Rl4nF4l`w@9tf!7irDi+gLBY8Cg7(b10a}ZAn7&(mAFeKJ^JI ziA^2$AxYem7*jJKi?Y@f$ReK|iE~Y+R#_>^T$}oA3ZeS6_Z)>#JW9MDwvl+8ZPRZ9 z@l<;YRSd-A%*JsahnJdrq02ZtO5+sMK^z|GOi$O}VVTNtMrD}jKn*%1w_)w{PH8}S z&=swhqQkG_a=tFxU!1qi3sYSx<{>jWU!b2Q#pXV zsqyyu4f7XMGzqxsE)c&PYE!CLEu={RNCDC3z;#rA_}L zb`pu{9k~=btF%(yXUda6`JvkzfKep&-Ie?$EhSDUsqi)e(|jRzrYXxy$Hx7MoTxR; zaot*MySsnL?dEKX{d=DhgZCeg)`l1%ajmIKE8lri=Az?0-0`_%h zjN%KYL>BDsMZPS8)?G`K37emcfu6m(+r^3Wu02!5&K3Y^e(L8oqX6#f4wDY(5m?jg zd&@7v5?OG&*JFzg`jD@<(1Cd$TP(rW(gTJ}6?bnP79HqO06_=*#&1$bPfpXDS1=<4UaL}WyML6Wh-rwqCsKdCk@mxiUB8b& zg4emgmXKC@w#g@z)0l3-iD*d8!5Z}|uuwT#)ma-?iQcUKzn_byWDk}|_ zfUY%l@Tl8$y4BCb=~i~ zDI1QqkC@Jd?H*lmQUOn7<7^Q(4}blrC2zVZe{VP4iVzmK>k@$4cMZ!sNGIDzOlRzN zb1YltFnSi!cK|p2Mw+tjY+s6B#8%r)x1tIMdMH$d=JPyvwBto|THo7E#nL|!Y1Nrn7##rC9u>9{pt|9sMQ6uh{!&(~IxyPL?^+me#l>!;JIRpHg5Rf%ejf zPQ~rUTUqWJdAU2R_#JQ59c|K4sL1WMd!WTxMafx>Q%ky*TJ~MG`$E+1-(~{|u-tKUgHRla_rABK`9xUR?ZYY!Kd$-YChKeYy zaz=BYI4*U%d91>2^SHQ2Cog*Et=l`DY=|;h=;yS6wlqVMw}7TCVWo~XT8S#&o6X~* z121oa4Hb*LhkLSrOAnRbaknd8`a>9eV-rZ)_XjfMs1EnKl?v?>0D!c3#^RTP9teju z<^$+Ln!a&8?_0LB|G?zU78If_OPhdq!TdCVq$uF}a-Ayu<_myqJ1+12Rj(w_mN}CH zb0!a0+VtvZ>k#Tz^Q48y*7X*6@SqWKc{m>Cs=|O?FOq ziEBn=E?FQ1KDNiSXvP1f(>zl!<#=>s776cQL%*3Gh3HIV6(X^pk65iJ#=O5pPoTKe zZ~o#WfkdWhacVAn`cH(sGVyct_vzqx>OaC*no{pNyT52hnsi>pnW(0Z+1 z%0B9EJJbz!BLAh+?zdy44yRk%ojn8xgpfKMJ*G6~b^I1y=}O}xM7q8hv82_U)HQ+w zTqto;tq|*YAAZ#dCzu@5?NisPyM8ND4kDUKEi?&=Vlrd$_hzSdeq3tI#Q7;L3<{=v z4#|#6gS4#Rnbyi-TC)(M#2Tao^>0eh;hihb)PvR#DJys;#R_J7aQ@65IJxW?e${3? z8j_Rx`Nj(-<}k%uoWjr1Pii5@=`J(9bw!}l`?{W7W(^6d5Ok0-C(+0Z1 zLO@T<8F~W@?($=<*udm4xND$giPe27G3j^`LeMeg%Jpi#J7Jl4N|$RDI7SAvWENK4 z$7b;;d6q&@vgW4>$LNWY4Yj|0OPQ{DiEDSH6uPEu5KpMbpbWb7=j~z09pz*-e%u@_ zc}lzR0-}3!xY`}5;zXHRGK?{#hVFn)LNvRAeH0L7XqtmmYDU-YB}&fXW_p8B?T%1$&4M&cPa$${5}ryD`O4Ayo_`HCA4#U<_9Q{^g7qdXATx|tzs^dK%Ie1luhEP++4??dHMhF(fq zo5fXaeCPPUA?K|t#=9cr08{HhfGG|eRjm-aI9EzF)x=51;!EZ%xR`e1Sit})jgxa?vThWj`lOBr9S~iDTrgY$5 zPe=P=PH@|aERvF8*k0t7VUU2c5Q3H|H?&D;fX;_H!`rIP&qMS~N^#rPdAz|r$8H-W zgcNR0S*pzxYRSv4chk=d@4UKkRsl&VD&4vu?a70{`&o#h#VfP()s22wmVAJu|L)EmlyKPDmbmX*W-$*WIFG5 zVIMkg#uXDJ{vITrUmEaxKE z<4nWVh8!M}=3_#;Bjvm-E{(&sblJh!QHXY7G7c#I&Bfk|tfc(z{NA?jCUhb#E85#r zMYGiDTxxfvFh)zkWb-^sbQ3y>lGW_pp_<7udJz_e@xE%H#^oPuZNhqc56eHnFf@}6 z3lq^WTr0%p;?Db?Ljub`(5r~hTQ#r$U=Q?6J4b_wx0qTvLSOczXx%&?Q7(N7&lS*g zxNaUUX(p76e*VRxit9@?Fn2PwJ{VxwqEtY34@H#_or zj(VeK8)1&RnO5=cKokR)`ptVvWpp3kz`C29_jRY(=qcL>lil;3dO)h)O;`o5vrosU zuLRR94c-u$N06p;#dPihLJ{{-)T2`<>RdBeu@I#5Ieq+fs9dBz9k%@(=L!ab9 z#pW%AorWz-aAptmJjC?Ygm)l7j;MS!;1#LjJeG03+y>*ZUIEUo&G8!`(~YuIszS;*Ng}&Qo2T{ zI~}ZU621bQ-F&2XD9RHJc^t*hG-wuLyj_E7>4s$g#6{g5MQPPEmp<>&B2S_D3E=iA z3oSg2K~%a?Ecy0B4O{L2oD0Mhm^!B+Hyx8F!lTLSGg{!;# z0*xLbAO#J_`nb+pvKAh8q2tPaZ7h+#;>I&^DTkp7huWprWxT(K=uYv88Po6eh_qx7 zHvfshK5K z`dH#Lz0OmVG59tn9?SxgzA8?KD&|Y;_RuWoT_hiH#9101P2(P7ao}4T7j=$l)zKwv zN-Yr7;hk}MpvjNR1KJKu)BHKyOg-EgN2GMM+E^QrLYye5@( zfnKK~D%ePfM;7|~6tIzr%GZYsR-}~sz=t8Nr)Ur1ePiq> zS;PCRSrRU+*zv(G-{h)X(Nb0iAB=cOV#-;;udhiNMyChObbaT}{ol;JOOI_wlBM@w z?l=f+f7v64g61vMqz8#cg37wpMJbz1Fj-YCH0r-=yZbqDB4U3lc&;u78jy&)!eY6( zxw*OdbAPPfhYyk2<093kvRmW+oW{$>tv_kw`E50G`_Ovo`)aj+yf-5}xIDhV_d6~z z4Qy^t8hC!S>+wmeH!IZFuXjzc{LXzaaMh^IGrM zBl}y8#}fbWswB$JXF0m3aEZ%F*uKa=%<=7w1HJoZ-SPPT*z4&vdo{+}9pF=}KQ60% zD!Xj__)yyKy%5qD`Li0A$Jfw49AC5dM?0q26#sC14P}>&-+i&|6B{qDINGybk&lnq zz1=yyy5t{2U6+8`!jmay_T{*Quy&rQ1r_w_Wor7DLUU&i6(~SiwAEF zt}kzqKg{Rl>iEEnO+3XiKAr#*-e4~o=DyFRD*ly%qF9pB}wZ@&!qz7wr4D2|UW zI*Jb0A0LkV-N$I=*FcVE4LmPR+w7vbD-|rZCYFzATjoaG~_SyUWi|)A6a7issE<`e@^Ey>m4~@yBP1Sad#T6o?Z=`Ju>B0YsbL1qT!+MczhG{ckMhkiQd0& z{h4dbFQb-rohE>XPPx|L3=+uBSGO9_vU|>VHA;K(t*|j3-&lS7EdcW6dA=4t8vw4n z&M;r+9t|JD&i#Q_+QYrH$9ix&k@=%(Y2z5bW8(kz^5y^h@gHBm{OQa8@lUmt`on+x^v}Qj>knW5 z=U@Nz$DjZE*B}1=w}1P`4}bmTU%&qP_2=Jy_`iPn>F3|9*q4_te?9;G_1C}r%dbEF zkFWpu@~1yv-weBrX>d?!4<2yhYUf2CPei|-&bu6Ax>w_UiuI;NF2A@p?8lSkZ|!%h z+pN`0Xnnq=Tj$QzTqByN3eP{CQosCXZh!26gz(e4>+>dZO7#3QNisJKF3yB*S>YZU@mJlWmQECh}eRhGf{CwsE)SSDZ zRP0`e1-uNb?SfaR?N>(tydAeSgAZ^K;wJDwnqC;L%rfW3h&$2@W*?PdCNVaEwHy4w z^^BzjcOr=k<^&?W^<3fD-q%{(H2aG|>HPBXaET+5vI!ic;y zhPz-%6tCP%mLk@q@TC;Kl){%%I1L%CzWMU|hvW+J zv2cnL1ShjJ!QK*ShEQ^SMEPK&A>I*RV=m&scp0AD8jnPX7lDgn z{lH?qFx-)4+pOUTLgGazzk7To)>o5X)4eu$=p%g53=zc#NAZCpD6)uBn<#ZP>9{5$EwR`k zDm%Kso#{=e>4IlD#}K2+5TnZAydQBFIGcHU4&jOQt&c`8S7$KMjK=-axK)gYCli%5 zQCSm}z0$9`I!7jFhjku@UHGeum?CB;KyQNHyTFZTw%fR{q;t4&4mU1Bd;sou{JIL; zf-M}JNQ6ivLRgaL8YI33*ARnfh!lhHif^i#+hv1oY>NHDgEWaLUD7c(Y@avi6esT8un;{=|jeuni2n1J# zJC`{J3c?%HG(!~|tJqn^UbxI&k-RsCJHu?maWL$xiX8$Eq_KQ+%KSq&1p|0N7Oz~W zcfrn$;i68?jpT`Nu)#vKT?`f%t{%>XCbA?uV|IpFl@zKZJ4~Xr*2V|HgJHv#TM16* zrHrd8^STUazJep-Rp3M5tW6Q2VbQ}XM-_MzcqqIhzSXRpI`k%jas&N`z~lBcsO#P< z!J^dK1)hwzgSDA^xQL5#TNm=8wkwhoPq2I!diKUVUD%-ueYy$U1y3+O4uK1Mjw*0b zt_gk<{3iHq2p(YvbAbyxnD94ecXrWSF5JNrX+n5s2>KAU3ZZ>gEcW$dauC{yg)6m# zJK^l(JL~%j`$EfE^xMet-?B0c>d#EbBMoP#NW>G_X;-w z7lu2-gW+He`yp_qSs|_C!54xn!p71jq`AlyJg%^_4P8`!_4%uKIEyE%nA{Y}h3-B{ zINE&ov5sd)2u58hyWDp4tLCep4v~LcPv$K5A3VzwN52rSHyTJMhDaxdNGAqvNuc-; zcwnXa!LVTI#`qA*kIJ|Sc~kPD+|_O9jFvF6vlUjqp`%;EaiR;{kv>JOQnX>Bmb;?? z%x$$h8Xdc80`CHMa=ueE&!aKrF^xW2w2&Z64 zW=X8-&OD753Jf|W>asIT6AJ|+$X6e8v5M%tis*c5 z8F6QP^(PneMaKim1P8NtL2<7_+*n-b9;{3VORkRKyr$=3&gOjN7-&+^BrCst-g$A% z#p2jiyi|q7o6FJ$n1g-^#jey;DTp1!84oSnN4t>7M!OA&ufC`HNo?m z;CW5(ye4>F6Fjd8p4WuP&w}%_5R25o`BsR0D@48(oNoo^TOsnT5cyW{%qDnd6FjpC zoY{;6_pkQ5#Mf|te~A6#_YV&Y_W)1thcc)4kAs&zNqh)#p?WU@uc+i4Oi;WFT&U9x zweK!yf@#LV@H9{SOHw;%owQAs$>+FQ}wfA#N-#3?FQQ5MC2( z-(X*j!Q{eKBN#+AH^ z&Qb0UeM4}oJYxj$72PT(v&6FEPsIr%iZ_9GfeYnV;HaF;f;x6E9L(ZH;1y|H*v46z z5V{AOa`m#xvpNz_7EeKwOp|Q*-J2>;;I1^gH&yOU6_Z(l*(I01H!+&?zUOFozJyp- zKM>oPK+_BhUEQOJ;kohf+;BaGV6N!u8x0puNEJH-9!O)acDWu60dcR)?p@HZ9bG6N zT-Ok0Uwx_Zh$S}jKs=cx1xsQxt`;#HJeJPJX@nUgKrU(RuG+ zbev%lY=XrF9(VjYBSpO4ioNbNkod~gyXf?zypoY4~7fdpbN`)QEE5Fhp6nR zjGK@*B`?Y~XWT`jxUho@JGk&E7e3|ODsyg4>cqh`A=C_^W^{oMfs1N|qxvaYC56wX zC^kj0iB?-{0|c{guC)Qg154dOu=B|R;wfF=P93_6FtRi5E`s274{~WU`1}Ck#x%}w z++YZSgR>rS|7Y+690V(t&f92rim;Due-`ke3P5FSE)`3qfnD~wmc zzii+l)Vo-t5gU%faR&zAWi#igtc$5E;7!Q4fu**(I(Ykd@HR22_y|a_#_S^Hb&>MYEm0GAFdl+u1!lUg zSr}jX(3>e^;TSoSclwg=J`moHI}Yh{;#N1(41pWd1ebdMzBev1CNDB3Uwj~Op=39K zJ8LuUriY9>#WF;SSf2c{0Lll;n`lBSLcXH~5bx1pS1rfx{!Ej@k8-Mi|P;vHBE5iQ^?@kcj z6kZmNJ%F#U1KgRUS1xn;KVM2G@lgaW=*M06>!6L|f#N0%W+re!??QVQ+It8*84uwg z(FHCXC%DD4pmkDcpMpJw)sn5YyI{eKOC~OPBi;m#9=Q9UxXf*pS7eM23m6}cvC3Ea zOdOg)JQ;67erEol&Rk0|acqXf1&cAu5bQJMMZ609uFds?8;QFp)`gnxSgQ~;A+!(S zAkhUbTp<$GNzt+yB)$^ItIgIDfr(=_CXU$;8Gc8?s_oH)n6py+zH`r#>)qW*DVNU?lm}w+p)mX4`k`WEWI;}D6|{1`(6Bc zcLKym5#rpW!x1*Nt`#iPD#MLcF}ALWiW<9%bN!vI=*~tDW(lrnun~hBI@tXqS(RiT zO<|S{q}iFK@tZGZJjfakvV0-e_=6ZE-B`La%nFu7>52`v2XMoWrhzvGF*a^;H`Szpn?MH$GVHc{q3EYt;1Wgoyi{^`D zJiEZLR=b0Rn9GHj%Y~TB1t+q6G1B;ABzf?3juaz!iV-|{1m|s3Vp$HKVs#|N>PYhH z2=8Ya?^_ZqYB~;q+l}VBuWkGqF0risA-4Sxf3?{4?1=FOABr1`JC_>F9))4{jYx#E zpuw`UG}~qOvBV=4mVB3j#8JiF@lq_Jh;1{(g%eDE7mx5FKJNInv!c8UJQ$z)6Ms{9 zSvV!j1P8+XxWU(_bxFFiDl@evacA*S1TN@@p^`(<2a21pqnW@3y&v3uE^6hXRxbR; zh2MAxo@6|Po>9;|A-Y3!fs5`C?0?}{YO*pZY?eZq6w0J%+Z1h^+&9;1fFGD+xcEAf zADnxje3BJbdQUWu2z6anaK6usfomGM;Ie}ABjjE%Hz#RlI1pZ;ui&Br!DYd?On`VW z-j6#D!B4y^?)-o_iaUyr!Z4E$V;zSe4;DAJq;XT5u{4)ClOq?8mODRM?)+#u!CjEE z+c~?P2a_kl!HP#=Rf4-wbcVSbh49^QE;NNQ$!1JeCRv%}_D^pA#6G=4X5j@9=aG zO+7k`Km77~*pcwc^uo^;OBY_>aYX~*<=g-}!i~A-at6UnvXTVxRWNpW%;AH z-0l2WGl~z!UFhx&>4TLFXO;-Yla)_qPiEP}L}%|6&p0EF?Xj-Ek$62&{N{I8anT^F zFBv~&?#40RI9Vo^WV|+k_d9<5oE6Epidr^SzIDMe1TM5+9nEmv(8cx~;=weD@Ho)& zL)2*uW)Tgwy0P){BhVPLn{o45pzbE@>ug_VmJk*QN0wyr6b4A)sVPcLZq($e?$}{s zL^KgR43{xoJa_9RMoQxkBmjLqn7$SkSG{{`6CxTAJ{Ep~1L4*fHYQ(F=MYop5DSMP z=FTC~L)abTIt`)aa1>vYjHta=L7liAZ47LAdK`0i%G zm*ojBsQjK*@t&E(9$05M7R=M6-(fn^LK z&V`N;;-XaJQjN`J!7!W4MO!$V(V0BhTY{~d2bY=bTs(bsSX)ofZi^SExND(EgFA)d z4lPAXf)*>9VgUjaw?bPeZpA5XEiOTeg#yJr!5xAGzxjRle)oCikIhNW*_=JQb7tn9 zeP_^Er{XVz7lE5fT}$xsOYyIOWb4hK1CN>Wr=@|F`Ol0cqbd{Yte`hfdbbE75O4_X zsizp$^+pTs7>FE5VbSr2Xd4ILIn5Qs zF<}Ak2$1*zU_wS7{IGS4+WJqa+r!m`BIVn){Z8`HF-`(qi_5YHy~C*cbp-nvbNQ3D>;X}vG7x|hk12{ z#4qCZpD4VyW^^YAC}F9v$llG|0A^nR5o9D zds*K8Wtk*zBFeG4GOjg_=U%Nm^Ck@KauT#yfxkr z9TxYO(QnO81u+XQJRMo&U%-}n4eS2}e4J>RNdo!fX+e*53Xkm6!}VRsM}bRA6cgRyL=X45#JxeN$RL81|AsTukzHjVouZ(%`h#rXKQ|OJY$b z)BlC%z>BYL#I}Jx343jk&=+-Lk+sske?D4-dj)Z4Doq+b>*ZVTMz%a1UEu_I06Cdz z{*5lncV{P?<&n)Yd;e5QeSi9kToXb8=`&auwPM}-CzJUDoNfGv+9X!7jn=T(1U7*S zAM&zYl4b0OveI`sU3ZNT#CZkGSb{EC<)#%eZnoHa@B6uh*2;r~+G(ek z=S}if%fe29IbwokKQWfu#JrI#H7HoC^Ps4}Zw*xDf#agcgp? zY8fxZK!z&;=Il>h`KH3`I=P|p<6p}IC`aNOukB8SaYLI&LgO2K=nWPLbx#tv`jLrv_U*+M8+evuv=rLZ z`=T$oT0@eQ`s=$}%vJ4lAUPxr)#=ZTn$lQxj;MD)XdMq{49LdbqDwa^ zmBBrSGB6d8jq^;W4~+o17ripMNPbKqheIT}GUQdIb*Q18iYV*K?2?@%V?V@l;4$|j zow^Vw7!W^;bFkyZs(j}iyS+T-{+>UM>?GocOfObU;Exb2~OC1Dc8hTPou<=I=wZ8OdL0^!#wX`&G)Oy zlw2$VIjXCn^6B#9v9dF)S$kyP_Q>GpS2yv!1~ofAy{sH_Td8)mP!NG0CGwNvX~&%4 zUP1DXv%1|h`qe&s-mplQ<1PdHc=#8N37|n7&~P9_l7TgA=jVk>(i5kwvP{H3$v^28 zX_o3%>PKsQ1Y3{MeK~s+=~2TDv`Xt@PNuIYU?!#&`(z}RTC2aX%8;J-_;cVtGOo+e z*w*7W?pO}2B!`dRm}O-1tK9YA94_X=bW`&kxXihmzts`Z zi1Ou7gxWzputEk~F-}cNa+!2)JN^kZ7KAf*)#_B>c}~T(kK-1jRCEDz3m#;H zMK4`fmUMnNM+j8Kb21-}CU5%TUNM?3#wIX3cJ>MU%v~dxbn3Z0&ZtoT7&vLWk`Vkm zgq677DRg0nNw;Q%ibi|-St~h4|Aso;s-*=w;eB{ojo+gRS#EgL3H}2CNpaafcMAgx zY9N#Ql>dec=P1dW1(C88>ZR`<8xM33c$eF*9kk2{gNa$%W?&EpZ)3wen`D_mxdU=E z=x*3>igXzfUwetD<6ZTu%XgvDJ7BX6~icyVl z-G&@$<7K{#{&4q&SJ;^`1`%Jbrt3hyve8QsV>pdI(WKP*$Z+9!ThR?zWd=$4cTluv z9=*$@j?GFK?x7ExTv|AzyZ!kOgig(CVEEv>jQ?E#vh9R%=z}PkGVh=BDFx+xE9Ns1`&xd>&|D7nne7ZHI`*EYHK$~ z-96e9C|rHogP6H8G(Iqpu^iw|BFkf6rg1gLs404qTvUylpS$Z%SDg=`3mvfat3FB$>UZ)J0)8j?vdqPZpbhqF$AkMAOZg z0UeW+GKnjkKl02Lm?C+}EEeo(yy9O19|P&#h{+;_kN4Sk_&{WJT9vrvX2J|p^MBP% zydkb15FYMHt3|OfkMR!mW0lM)o0d-e<5$%5rPxPf_q?j>h=5eBO25|fyn0Q(i_1yD zn^uMMI;lg5ShkFxIAoB2*bEWlWe^_s_Faf0FXh7r@bz6z-r??wq}d6@F;~Q4u1qAgAj$NC z946q$rXBlRuVT{2M}}a9UeG1%;DDW*ImG?)*T=uUZ^$ojA0DNOX+pVEA2Fux=pY8| z>{X!_wb&U~OL(C~-TcJgweU}QbSx1qYpGwxT{4ELL51no*jm}HQHVS4pzP0zd7cxh zGSez4{WOm8);%Jb^_wrg*+p_$?POa6>hV22zuDGAh7IB;k#S2_eW8wIl>92(OjPZ0 zK}ZYOg+po%VJ+%?N?~^jv$1|c0(=>csnnX<8yZ@O#TU~CMr%cUp|$t?gZNE^)JE!- z*7(!@{h`5Kt4qf_NxGh(Z2SxANyea88NKQbU`j2xljL84YCO~D^>|Tg3q!q6s|7Y> zzBkY^X)?I6QjTT-EVP$6^^ry+-J-9`c0UUHCzKFD1#S^y+`V_)q{>sPmF(n}VI!-| zKjKq|%a{-$Lyf%#>UJsC0*3+}SjXf5s8PSpUxK9OAHL%p82!G`8Kg&}K7dcSq%%85MgKzL%KqsxIo3#zDz~83EG;YNnI-bUp=5DyOCu4p6>=G=gOb5l zY7-6#1ZjnCkGT=N>q*IG*i~yY-ipx1vY4)Qo7s;!o=s_Ae;+&!| zg1kh$%0B1;0(4yg*bQ&}uOZ)|x&^r?w7##zPz>~AbGz*}06tI6M~DQ0*? zhIx-*V2FT^Mwi5j6~EXL+}e@m$C%~_Rjo+a%b+2i98RD|bAJ>SOv3LgcFOw{>Wn0K zK^+FJ7%ve#h!4D24`6Fxr@ zjOpx;M2wdr%%xf*7#r*B+kyX{H>tg$w?ADc{hB#Bg|8Y zGs=%Q;lB#rA#!*y7z&`?II=kk{=Fpj*YrE#KpcnYl6K=-)rK?XjP zFU_$9avyuv;Z$+R(72e;PKhdGWSOt7v0qI0`5f>Mk+(gbk{oD|r%XCr##U%lD5Q1u z2_WTHZJ1dF0kA3e2{O}BnN|+)c^}BX^{y`@fu{Qmvy$s_i%LHbPEmRTdDV-ObNM`q zEj87t`8BvKF(@V`sOvdA&4+fTkb2h~8(rV|F{ zsX}N({sW1TSkEqFV~1#?FBjO2jm+n@em~M`fW)nNHDx$#uAVUKAQ@Qle#tkDBx??2 zw4!*S)M4x5VFO79;P)h3@BcWb8Rt`7;s-YWc}KTt`o<_LlgL^eyik8CV@l0$l$=`l zTJ85^aU%rd_)ed1ST1?(%n^^Mh!>5k zcb8fipTm^i{-V6Puf^N@7X7M@tk7CFDH-@v7?C_{@^lg6-Egw&h@2YdHdbe>PLQaT zneW}*h9;1t;Acox{p*Fb$4Ks;hS6gEm@RXB+P5{*fq5ct^D1kl_9pPO@w-u{FJL+o zByszpvd!`Z`RLhmCo0=l^KYmz*bH$!cRyYuOz(X~9vCT`ic#ds1x@vQEH0-~vx)^m z`Zb9#0Ika>6^MF4NPq}V!SI2VSM4yV8n!~9q5zZXv<|ajGj1wj(oc!wXB5f+ zK*HF7!qH>J3VZ0sct_)(h)^daQL!#i$Q9F~q}5@x{NGk)lg50n>I63+Q3C3l*oPbc zY@$g>k9b-hxT=&bS2Ii1S1k07&^yt&wUyse2)C)O;kbTd32Kpq@i(p{x<){_nt-(B zFts+xeoSD0+McW1`BA>UB`y-s0G24MCqY;>3Hf;>D{a$tcMqPS%#?nt1ks)e8`wXg zaj?6P0#gerN7wuATd?WzUxc}e7Br>M9-x5;b$JJ7xJOohrFi&ck` zpfSvBvo$jNNRN_fq^?D1Q5+y3uVRF6;sn=xEMZMYiGU+K`J$Uj%RNB_99fIAyoIXC zA{3TMvc2UPha~%-nW$)}EMMnpq#qY7;dq4e$?~F{nuM_0skswZM}KX<@@ph}>4_n3 z?~Lgrq{2xmg#Dv~s7$7?DeAcn%c2*BQWk&4NJm&e4_BfUr2q^uh~WP%NwL5<;1d)T zD^O!9)1j*5Vb{dIDDfHpx$M!4ujp9kY}!g0!Deix3V)6^^PE<%yGaqyHyM| zt@9{b2V!_t^(na}=pFFuAtF@lZ&N*bw-`#%f>L!1#UMRqKJHA=t9%r$6BWi-4mTmA zgY4JHTH@}(m1B?{oON8W)q1;aa_R_bZ?o(fzaJm3<;k>UwehuiX6j=Ie}#%wJ^@?z z_s@&{b_;f$_{eONU66`;N*euz12ZVi(*5L!NF!#T5oKfp458x&Fby>`rB#^Sx4>C` zLoa#p*g@UfhlDns0l!|IqRDY;TPepiDL=UIKe%iVB%ieUlIEI-TN$ogh~)o)L*_EY zT#>DANXwgyG6HmKt6q0&rNEEL*SBqc1xcucr-AUts+32n`dS}H<0IqaKjL5Z<=2%Sn|0dt!dzR81P}B7N3xrbY zoxLyPyD=IX^Pj4xk4pi1*B9&J<}LPt1Q% z3vAMr#g^!>99oHuml*hM!}@fiTf0<$x(Ly>_e4ncvmb|^u?x`WQ-&8j3rp6|)2R~~ zOi2Bo8J;h~U(INPZyU}08751oyl+Lk3}ZX#*8AO`0$z1c$8(1eFCTaPl}_drJhnR{ zv2^eJdWH#~+p&aZuUSde{z(@JJp+=_MRfYABjN{}<&(u-2HJI^S0YwKKPj2pPGvq} zaA3&e%B&??3ZQK&uspN6Sm%oml}Q+iNC??irn7gkt74^~m^W2+{oFn?8=(8O)zOF+ z&j&EoY`E2bp(52Z7JfXrDo>eheJHvXDmM%8vobIFD{MAEWvoB_((LlR!vE4j_si_xMy<*Y~*(6x}MMNSs3UW@>81?=5qm z>}1JvAC?-mEc5ri3MVa>Mx)mrJjYi<@?)9D1)j!Je!qx&QvuA4{Eyu5lNvcZ6e$VF zV0CI}xc0qDl7L&ci1VMrrg!>?;V4-_Pxc%Q)(R*=%DT^x)-lUVnK7V@+Zd%w=@1K< z4B#WhVtSE~HnnRzN88E8?JD+-GSe(i#*}PtNMLXFiO&z2^5Em<2X^>f5`+N!<|m8B zWCYsknYvvQ5slkdcCSWRS%GhKg5T(>HIg74`@rJ*W?&kB_+y)zy=SdzG{u^0jJ$Fp zt&mTtHKoJhn&cr=Z#g9gooCc_n5uQJILyKw3oQ<*rDqn@0YHX5}z>W;b zYMb;iaI%$DdYd@aky0waae9~Uh@T`#%Rkz+h`q{)cv*n~VcfTBPR+$qag$ME7XyLYkFWD z*Z1-72RY47+4Z|!*+v;M4L<9}lqhH}DzCpvz$E>*+)|dXQshHhM^G(SdbLDEfc>!(< z$1xn^nlSe{Z%k);ASY#_7rJ>%L}YxjCBYsE{bPrT5W9=1;H$&O81r{aB&;aO$SGef z-uYj~4{N)3LL<`$)tfCj+l5L2Hbw(5p&3U4b%yLd{5=t!)xk6F-S^mW;r+V&sEZQo|)jn%yKad=gnC&7N8h!bfCY z*k;jDU6gUIBx``x_ovicvemilZW`{uvKYQ*p?J|&*|>oa1V5Emj%^agfsL?BEYJ8; zCu=uA|JysqI!UT=`A|3eD2v{`Bn^#KL?YLtj!<5scA6&OlV^59v_I=LyJ42aV|}T# z_-52jySBl-t-;;KX{C3fBc>>@R~9wH?m;W3G?vl$A%y=J9&!Q?iOI%BW@A&z;)h@M zw_Luu1~~SIVBQHOZ|Dz0p#+Pjm+UT9)X8GjShm$-l>3;miQv|fE#F>b0KDT2XIGZ; z;X?At7}A6gS?XR)QQZkfWH>oysk}WL(c8C8n;j5Z{!iFa)T6@)_%0+r-HUT50jU>Q z`WIN}+)EM@wulK>h&KNvxVt@NBIZeHR%%8~d_|q;8i46P33@SDZi{s^YkGW4udGX` zd~$2Cdk%J`a&To>sHNpPBGHs7p9pJi{sXQ7^;>~2@@t0+MKfO6r zH6%c;hwQ$$%b@zeJ^kU*Bd-`YcCq_Sh@NH*r(AUq8rFf2$R6CX_=MVc$#Dcn zlbjiqTbxg*Aj%jMMbT7(Xl_%C zhRa>aesuyvw?)J>B}xkT^hLwlE%ucu*fzr6s0xej%PTpTo4ZU{& zk5|M*E;8q#Zb`vj#pi+882-G=WKB{y7rsMcm^(!n#4}trshYyggIgN%iLr_3Rn1qu zsxgMJNV+h*FMMJ3f7t8(6PVfhs=!AN8fg_8X{k7-ELGBPs-&ccVM%{rn(O2ksSWgS zVUQ zD%KA*5*Cj2#$No2u-*L*^+DXgef2Pt+=6GcuAhf zE0}QYzE?Yl;mEfA65gymp4x@s^N;ajT9 z@{*D)858Jl7H+mJuWD!LCc3_XmpxU;#Jea^1ji zUmhU}nod}SAHRaAS@G2qVR8gx5MgGK>~djr-!Q2FwU2MDnnbk?sdB-edf(CsVBqxW zKjZ>2=-s4f$&i9I69qO?x}ahj#hHZ9C(`6m5Qezp+6_U>!ibW$NiU#T8!W2&8rqbo zZ|G2*$ewZ@mU^x%u!k?W7lqa#9XF&s4ViC#v#8^l#18o%L5IC6#H4Gg*MRoPA=duorLE%Z@F7OowAyxH!>@V;nWTWa zSTI4G=TBiAx6dUt9;e;8%`ooR&D**FF5mj(gNWH4g4!sGwkQf4GEN8?_G;{% zJ(&tMnWs%@c9|qJPm}?${q@XLDCZ}8ij~xnz|1d43}F2)Qf3-90V|XIt?gW)y%!p( z?Fw)_OyQlWS&=#kUr3LzmN0QQeecjWqw)7x*WTcD!?x7yJ6i%jfcL(^&Uc>Ywk|Z~ z6>(rPp*2D7vfV{B_)yd9{)mNU4_VrG{x-ERExZ67ugE#u&;@{$n2Lug=eRbit61;1 z+s8lyI?3jo!E+tkBp&=$6&{efQuX;FHksw~XNmn2*+ux;o`DxNlV~A_=<@8>yDzjR zt>N3yG*OujLUPau0h*$R{N|i(nXtZb2oXP*Sr4g0#}RrQTT!6w3uM;|JQlGS#UBi-pXOP!QLqU+?MPObPE`#(9Hs^q*&dUkCbJ6)HoV1 zOC2qX__7|!f8J}OM6d9*pD_-$23(m+8qQ zbUj2PgthAqdA%?R8+`zQ6iu=6FBBs~72ZnZg89F;(CN4+jZo~hxdDO;Tx1Jv^w?Uw z6-*>bvNzp6!JSLqG(BAv%O%2Wvr7e05ywg_$xUV~9B$1)r=J%f5@=&yo%ac|QmxV$ zZToz>`57weRw|i9`e;+@PLuB{Ao5AQCZ<(QhFTsR`#K1nx^B=$PZnE8H>l4@{8Lg9 zWs$E`*=-t6O$A!1{5Ejydk%IRL(9pUKDlLH-Wt8W4VcC^&%b6D)}kV$O+%&6jY&Ca zuRZxW>H=Ap@S6kli7<&zgyXYL4#HezAnozTQ*-#Nn>g3kWh8|z*o|I^g1qE@LVnIz zN5B$^uR+g(ptx9OPtC4jh<3IBTD-mNKC^Q-;#M|&F4k@fjN+?lkHkE<_Wf5hwhwhf zHOG%^J?YC4`8#bwttN&`%{z-tJQ2sA$SWz7|9Esen7vz3<84>dU;wZ)X$0hLHU5!^nJU1ETq#(uBfuT19jthC88Z8~9E z=w&i*3&9tw6vhO%LknXxf1hwIpkqSU2lfow1o08d&!y7>aYc~W8El6UYeNEnG6t9Q zRlbN)1Hz>w@Bf}E98cRVVaYsxYnFR+wqKBn>!^ea1llDU0EV~$co*qdbvh%Zw``rF zJ!@qlKta4px;035^sEVhcl!Ko#a@Z&jDBrZZd;W;f`1x^6{T|3G;XJ@VXfBJr`Z%ujGEEJmO&*0M)4P0HBd+K3so69(RV~+<#33nn z+b;_8$jcdFQM$77{ro=@p3t?f24ZKInEetn;eouWQTi7}*(EVAKCi#{Ol3|tXioPe zfO?V5*_qSNIgIedh(#^Y(d%JZ7CQEl$4|-V-XpB_5`QxStHx#gRM}1h9Jq5gRN9uo zrenx}tU+3dm?G*Blj&mdkjz!^zq)7L{J@elBq~`qwAE_O2Q!0eVhetdeTMnacLREG zgPeI}nl*2Itg=7f%`+uSDjw<_VnXcjoG`b8h zyg%5?0uj4|WhFxHACnWyzXOZbS(2FMo(7DtB%wJRi%n%UM;kT(MbJ9+Z8IF_z<+Q z>Dpd+X0bDyvn{5#niy{|Nqz03V9}Asx!V4m$sRA=ZIRYD2ZZ~?gkbbOmv+flHRn;} z0#2$LS3Qz_M9qvV`KeGi<=Q;GePWB|wi)BoqY7(>Qy5p6IB=R3RGqzq)pp1cCN3sqgqR)3v5-4CTM{jxZ`517FvH6?+3v&oPk`N{oTk{JiLV4xE z$>o&OVBz#S$2TEUB-X#kr*!l5KGrVaKVdC|Unr6bDghlk@!A1+?RuA!jLPI%RFP?xHmE(>x02o= zgS{6&t~zCN>^1u#u2Wkbgy3!DbBPFO-L0GZJs%A+VONj=+0dnuB}uWRE0qufaoc~w zjra}jx5^Txb0F^j83O)bmBm1(ZjT)4k`fi7NR5Asjr`Xo#g`d9)K9v~A?g8tl>PQ4 zEy)64m7^`6w+;7 zc^6rbUPOHSAxMrv$0L)5vy_Q2k?xo?&|fb_(E*y?2q%9bd6j16@3Jb*5;$(AAWwF{ zKd-!EB5_bD{o@>=A0rW*dEMu!7mC@CLR1MjehR7OsoX^`H%y=PKnxF#Ohc~Tk$xy< zdH&Kg8CFJ|H$?90fa@*nW*{2bTolj04rCXs$TOjlbo(n+qXeTSta|Mc5t{uh!Zm4F z2Ov8BPPUmL3m8vJY~iIHvXuXkZEoDz11>JL#ef#0mKcwvwQ)^4o>C{t4d;aB+`Ve6 zyGX+uU&auxs={sfO#0kg98pF_RhjrXdGu`i}YzOYXw z!6^Ft&z@3Xs3+N6kD2@&&K!L|UnMra3F>fpH~&W3SKAhs zx5Ywsg!f_w4gq$t&*rF5sZhm6Dn_>Ru3sjfw!WJ7(crFu{(K2N^Asz$+37r;Q0M{> zk~ly~*>09isfk3o5;}N^M?qFL1mb!wq3UoqYhPM$#t7_H*+Ta*3x&G{g-Kg_ z2ve^{ya+a@l(6p{2 z=JQd<-ZD!@eFda!kRM?=T=V(gHKdu^{zM4bP!BVR`z}Fa--ZJni1(SN{0A6Dptiq(e)Qb$pr!G1h13%y&B0wafM?^{1#&ph5 zXd>Z@?7k>+eV3v>i(>*Meh5xTp(l(*D_xnz_7`zy4%^+Fz!6Vs5NY^8~ zJ3{KlfN*9Qj=?LD%Q^5vtq28v_ZY##40W>}T%f#+efV)a{BKp8G6bmg zjj`G|6gNZ@NEEmOC_ClJKQ$$i0eo=7hMuTw3~Etom&JD`3_+}F;T{B;5n#KdjmEd9 z$l1?4$l+W*)-LC^GOb;~0gA1dCzu!gWhG;9$;Y^`tePD&GgjB%iv#Fgd5I z8IgGjF%zxl4EWd`1iEDvU%R)8AG={CU<@8?uK@?yPrVY7moMe>7JA>9J@@LnOvokT zxgZXmnM>xsI)r4qF7F6y8Q5JGz$f*=IKN_u#-az9ql`Hg(@XG?<-^1jZ}B_O(qNZE zcBM+Gn^`my$J7UJZtw=ZqX8Xzv%!Mmw$nPtdh_oEZ*-;YYtPn%*>Oj;u|mqWcfCy| zCmdq1k#=JHMOt*IhbNRb;lv7h#l`yD89H0l?D3MeiYH<4abN~HZL(I?zYBWsSv+J~ zipi#p#Cn9h*)aMMGh~3d54W92&UAFC2#XB603y=SuMLhR{_yK_de#N^m}(L#V*N}= z`lSxbL()L7Mejbo8rCNV{cW4%*yEk~Xwkc~ef~D4rnn>-5K!`2+Y_kK?_-UBLLxaYj)nkQ@hZz zB9u-!N+-^Wr_c9o^p#=tEc;^s^BUi7GlRxRMoXHwH<*MH+=~2L9PS%}kHUb-+#ay{ z+aGJC6Mf~zARSmsS}6M=aOwTk0Vjz%JC%OFHf@ur#hlEr9~$9wlwT=x`4b*k=9#;j zUxt`x<*oOkMP&ip8ofJ~)DY!WHuG3w!!NEnXlk3f!jg5u8wb&4Z?ytI)g`pnyxtb#W`#8wy_c-o`QY9$h|?nFDXZ;ZO)~lQ+1$IB>G^Lf z(xm$8J=%%imkrGwMw6fQ=hn0Avna62;ZUx zh4RDpCZ54`L^WLo8&Vp;o09sw3eQ&x<9 z{b)~N5TQLx^^HxHOXKi_v?S903lH?drOSj2qtBe$qCfUYV`275Oq6&Oo`kB0w|V>k z%d;a9E_rcLq%Zx3HWBhp(dwfFtV%(}w&7#9vBz>a9UE)56gc{OTn$$Zq-)w1Oy!y< z*QT*{)dCPl5o>2CL((z(dI^}^ov5=b=6FJ_O+XJ5YOQx#iyNr7JK=;!bumr|Y%u=X z|FN|&mcnpbcK1VlmAQ!4k8(YJ(2xFobjdP)dqf~Z&|mDuFbt!>QFmKih*~5H}tBF8@CHy_OyC)fRv0N}KI)!vv18a!t`4ux;!JIChp9VUao_1h%hzCszB}A=Jl&xu_(2vB#Bq#8xS0%I zPrn^^TnT%d*ch!LCJO$(Z;cVCje0+d!o{dexsxQgEkP#P?<=cJ%3;I6n(-*1YpVjX z`@@5pu$xlm?d?ahJ(J^)a}xACe(()XDngxDlu($>j0JHg>Y5amL-_ox7{4+1BrGt} zgZ31#UNVCYu~5cf=T{cDo$b)8z0SLf4gKIC=RM}Ip!>$oy8{qo1%017lwpis{i>cK zwreji5EJo^e?au^xyGC>2^wQdBLhg!zd6YePp$P{k!?2r$A+T%Y;(qN912TLGf|%A z!u6=zlXKHMr5x}P%KIC`V{F#Y9m7K{8!l5u@*(!R7#+qwzuH@i^{x9Pkx!`eUCgx# zE!^lYDUU$bzu8v<`?=eSrd{C?!>ZKcrTKV^-IUdLKMvV-)CF)E1r;AIp~737Ip*Z_WQ=*QD3zbc;{Mj3T77v`f%n)@_KyXu_Ir=k@&@J`a&iP11=I z%i!u~6B+*(d?CCXuYPJZ_$H&>1ugH-_g3!j|A$RPU*Q4WC>VTgX<2rYs&Ln=+J=U% zpBK&Z8Wv!sxrPL8{1DB3K}7Ouq1J354nqebcwlOUWjgc(;4WP-b4|QG3?)EpG|XOm zM|J)r)15awi6m9IBYB|zY_I3r|2uWk1~qf=L*WDJ%VzzF=jgVWmAMtxEKvyFD#Xa& zB1Ue>j#eD6C!xkDGSyCBP__i*8d>(lpS^~H?oq#Tt;madMhT{IE-~33?E?#V(wPkh zc+$b|I^p`kFB8Z*wKI($(A$#RPZ!2bHN6rsgW|5+g>@M1y zA1#!9KXrdqy>jQh*kbYXa>dgBknc82ykq~(398BrH3?bXJ@ErR&rMiXe-J1>_qDUc zvMYt;nzAHfv&e<#yI{F;HNRnstKY5YOV8K!P)=O4Ge+Lh$skVE??)1N7u1EN?!0wv zu9P=!v0DL|n~;tY$AprCRURfVv|3t-fI~Gvc|4)?mby?~yAJN=_4J}`^_IT#s3U*`o~)BOY~h)iH!nxsKJ#)*Gi;VW+pnTt z)%C7ubm#9PZ>G~>`k%3g)Mn~k2T~bHYdBW}JmQZWYF(5hXE?yY-~T??t!PH-*{0bM zifnHYD*uq54fQl~bW?*TBSn`ioZ+q(B{CQO4(66bS&jNz>_=C*mA0tB4&$90EpS{? zaQ2s6o{nLe`jx6D&*c8u!Z%%hmgd@Zab=|K9Av zXB{N1I_KY7m-`eFqsvLpKl#pIgKm|SF3a_Fu{xY+eNVn{p>cn-=v4y`Mb2B%_=#GV zOq7F>~aeEghijo2Uo7a8e>z`<| zn+Z&zQiV*DE27_$nE%mV?Kc(5YR`8h__~83CHG6t8|oZ;0Ezhknur4BLW?QFOxf8$ zs_+!V5afNteLrs77d1+>H2UkmUL%jr4AHTx^K8QVpKco#xBA+Mbx?Nt`a) zug|X^|1fr?SJ3t(L=vvuJ#&j0{Rv+z_dZ(m{MN4QHjfvrM}k3u$+kAVX?Abss_5IO zfE~=a+_x1Ia_rctQ|^e=X>i-A{1%}{1SV1c#Iyt7a=Uylh_;j1BB7CcE03co08{(I z=GN3bWb9h!PmTAsEL`-O7!uaH)F+tnmw7ooxX0mg9}qN1NPJ{B7Wkye$B(kpv72mu zRMgd@1jQXx`y?=9bo!TG(~jBr+=o2bb34#(ctFm7cYtLX%y;%9xINAi&nu|kEnB;z zL*K}+Oo{a-OSGEQvLD`xE|NJL>amDxGAvo@8&*Fhn`|-hEkC}x63_l{3xGxOqRNxT z0GHTuuY{Hkufx^NCy)5$r>V}$^ercAoSUz}A1*x7AD?<^iLE|P_IrV3W4YNrs7BS3 zy}1AIKqk7P?ji(PzS(?z2JeY7icn`NO*m5cPIxQ&OYm<(EzhBe+_cVl!cjy@=iP!r z@ZIoC@WV9<$RQhivoTZsfJ_a3Xlb18AC`KH5_TugiFb9_I2ie{&s1{Yf+IUAESp^8 z`L%u$yf2oO-T%8D;bYtj_bbeF3dv;Uat60liufbU3;nUipuuEJ#N7>T2(F zL*Kij$g_r$>wpN^0)Kfs(yZ2kheFiI)S3gP5)j~ zjP>o#1165hO5_R)syiVD{_ztRVwa}DCxvHH3wsD1RbI_w zO6JBMH%yhxZDIegWmfW!ZEHuP{<+@4>i;=hI*$F`N+V;558Bw=lxwf+oBY@DfH2Fw zlOU^3Us!lLm;q9<7mhKxnQ3gO3LcR+RKR>GbhtnyZaT>1bA%KmnYA z{n|_(X8wnx$?i|cR;YAO&3lyh^tDrwjEGAq&j_FMuFDeq6^+JUYgdJ5i>6Td3f+^F zmi^0CM3P^_7v*^e#hP|KK+e-#_TTc%cz5RSb7yQ1S2BX*(9zHd?j*?B#m&TJ#p=$g z=(CVil?BOhIOy<#WP%e9O}R_qde=8;JIOS-Ti^X+K=QNh3WuzE`_{i2={^5MKMN;| zRzrP?8?#P_^pdkbr-hy)m)#?||2QvZTyy@}2Kt?ujhQclE$tryKePr*Z2#0_yeT); zkF9Q^y*~whXQH?~+LS99hT2~^8QGhw$?N6}-0hK$iM{T)``(4AtfTMXB${1qLfIh= zf6)8QL{9e_Em2-Q_N4kBQu@ViOT*>&rzqlarov$Tn1FuoQ5AV02vVS0!Krm*bZ>Zl zzq7ZJYVpC+1s~zt4o*joCdW$t^UkjGufA~TF6xvUkjpj8@&D&g=%8k{S6_e{$;p9V zZ`S_WLQP34?+kcadk@Jg>`8T4UrcTm4VTmpzHk-P=PoNLT4<~&lxx*^yCC^~29>sg zN=kSJl9z}hw?MU?+=d@qHLpTf?{_rQMxU9x9o@3BMy2 zo*wG+p4g1dyBt1!`Qo}kQf{SdWun778#}np@6wYZ*yYO8`|?ZmwA`Tl7pGwD;c0~? zyQ7lw`(tkOn$v{C%?vtH0+Jzd(_wp@zTb9wyzr&-{vx&d0o7<33=H_R#~!(mNqlvU z^tZBZ=c`>YXu30HRro#djz8iUab z!6O{QZ;p!ATZ1obX`ftDfD|2rlHOTi825`PW`PSLgULHqyz9*H+j z95$vt8sDBEo!{5`%l-G&0CE6dIq-I_r}kiN_BYeb1+x6Ag7pjQ@PEgHZ_U08e5t

    3bkmKN3@jq0kS2rrhJI&Tm5FqDrA3e&vbqsqS{ zr+S8Z6o&SW_R7l-@RN;&t4)Kw=kKoFSpc#}{X>GpG0WR=im+4))SZD5d(gda?$x?e(IzPQO%#p-{u6 zGnY|r!B+j(5!>!(HJA~&zamq#ypGS0=UCJ z>1fpH$5-#2?85P=xFhyLa8&JG_O^D!XyuMRmw>^7sAsHvlC?ewAI({4x)!og zZSYQ+G`_4%Kc~61kd9{aD1l@@EehJ}Usi|5$QaQ#q6#{|nYMEs>*ewP&O8|hyDf9> z`dGPt|ARKQJnYoQ;!!jE7`9lgxk7#F4!#^su8lpx%YU zXC=J)5FZBb7WK84U#GcE;RAZ+eGu2 zy(supRVdX65&D=%jOp@znA9H8Fki)2Z5l1lEE%rU#YH#sSI>x!sb7{ZH!=5I$wE?- zUTj|xg0(W-WWVOj=IWJxkG%-B862&DMXvj8Kjc%#wQUe8yby8iEeJF>+#cb)^2u1P z+-2iE^)OuZuH@Dlf)DkoaGZ#|t!?IeLK_l{P}|#7uJb!)HM(3I^mQl4mGa|}`miaX z8rx7~6*sK0zt3bi8PFsk-lF!)OH^QitdBVMh8ApV#`n4bYk8l6zNh9OV?#^m4;$f6 zH!?1y3=&e9HE{o{b>9chY89l}d8?LA z;B{w(MV-YwajOGzILZcfL-s0&l=lX>!*o3ZpiAN`n0Yf{{B3-T)5O9{!QIwK0d&=>I}-PxNc^XJwTR$*5}F-7bhsE*)>$w<`hX>%IK5%oZ0C>vWuvf83)FR_?jV;!YjR5I z>5~MUcUMMQ#KfFqTSVQ>fr)7W?`~ro*#`~F8u140E95VT&<#8te%g_V^kR3aOufqw zc~hO6?6ay=MfRZ@aq2NMgiP2nZ4diOplM0ZrvEuHjtS1oXjtsDBZoA2}FV1R}NVYszEy9@K2x-;C8 zSi8MzOMu;Xwvfq9*lGA=r@#F7xlDSkB>gvQ&0=&4_oaT=@6tuuZkqw~9Cm}SZwE0f zN7BpBs-?Gn{M!j7{4#}qX>ZHkUw8xO*I-F+tAq6}>wT{k;r7Gk4SiqT8V0ynJf~J2 zF?>Mt-a&`-#+@EfoE5Dv8OEK4e(iu~%S{RPuJYTax52(o4*vdYR06NU`{k49`+l~h z&0ZdQh0F&RS?9QTO$wbs4{qw`VGkerH}j=bHO((~h~bbR}@j#0H4 zxI~ffr&atiQvk(@E&`BV${N8PSj*SG?2Qj!SU*;S*_{zi_(e>2a+g`+?ZqQHp`=w0 zBkaI#B$(GG#)MaHncp7OGsVgAubvFcAH`cmUVeVR-L8lJEDc1cES`k8F%KRL`O`Z* z8p0Pb*fd)@EV@2)aG5e7b`p?pe(jh&2>5}$V-bl|S<}}T*3J8bXPY#`Aya5@iz+Ro_Pz`E_*usLX>YFkG!o#jNNNY10m@{G zP8*gey;`YMB!TIK>r9RZ*!V#1-pWIB;ewun847U&%gewO>xMG2*)5wn+VVk4B?wwDVW>gsDh2)R<^W*}n>idMj@rA+~&^THGgDCICEDy=RArRfz-=rB|W#cz~xR*aaJ^v1X6M@>c01LpG{eQvab zlK`J3u&v?Ou+e<&V;_AnKr_CEAu6V8Sc-ZBqdb+FlTFl6Bg*2y^q4Oc3LP8i(VQtI zC~%->0nd2Vi|NuHLfZe*73Q)@c5;DBS*5?S1S3v<#)@)w*$btlw&R^=dhqb+^)W z5`?)>`R#uf_Zqj%YG%dWt5~g{`FQ`HX(A{nyj?zQYg{Ctbf~DBX{}}zTKolUSza;l zm?W92t3H{?^3=B%bO6(HUg~|TKGW&4;)tihJ11AGCn&hwNNRH%YR<;?)Uj_*EJGuG z4yS0<_GT#Sw0I`Lxx2nMt%#cG5GezF8~4Ne+Lhv2L_px=f8BflefD(4zIp^#L80=f z31)tMJV{N-Z?AG$J;^W4_zgVhHL0%hND*0xq13G?$z1o$ zsGzdrn3{-5xPnjC>nKk%13YxN!>mN9P0NVJsQY;<^O9a}{zik}L~_!n@0SQ7|Uk7ls`{K7q^ICxrXQ#Rb8R-5wLO+ZU32a?iS%90TQT^uDKC@zJMTDmm*z z%Bc8?XVgUcX_0j=)`Ew8-+i!bb$HvgHm1Fmc!?IHRq`yd4wgJzJ7P(x@~0C+oK<%26Ki6pM% z53Bx4F9w~Fy&2C2ie#M8P&9=zY^L=uT6JZ+CqyE>EARTcoU6=i4dd|Wjcu!E_Z~4_ zd5C*Y`JzXah!lu zIc2>LZojdIORW=d$|_EW|AJiHZjOqQ`X@r;r;?n1BmwiX-;-z0x2Ppse>_VjgMepT z<^Ra)1Xw3-9aR+W7LeBQJcW5+%?&H*?8*G%$v8v>7>kgse^dpc4W`2rv+GkYQAty_ z{3Mc7q^Gfp$G1wtD_%*Yo`JHUP^P=7ecDCirmE3^S5BZ~B<>^h%B3D^8KnUw(OkZ@ zD8#PGrKiUiNZgL7Ww{{6v~%(7acjm#inkes;G=`DWFEU`JUDEbqqbYZX_F&!#8n1}EU;v! zRF||rGM)c8iqtS-*ZG~9a(9F(xk)VMmw3*R2Pe81aj)o9Fn%c)jqpumo5i4WFDjHY|`oiiiPiRh=#Th<) zAlcP3R*X#)c19=%2_Al4K%YD>Q8=>Nu6%pltm>)2i1$tVL%Yfs7&)ZdQ5Z;! zcZvT2wS|u)Q49Je6$^=?R@_*SFXlDEJxquCZ}@`H01pj#EG|mIJTPi|VMbgT7Mnz+ z2p%&(ANF09QDM>~F50)Y>_1+`^+i#od8cX>BhS6I)6@3I0elKNpcp82zrn*1t#m4UJ8la4hZ~RDM`(hH23Y3d&i;8t z(CE33wK?O6w;U--e2^A6-okd6QJzy_H(GP*j;cVq?~#ZvDxGo%5+Cr{6GMqv90E$n z4L-u5iVCtK4>LTMOOIL?e-f)fZzwgQuV~QlfQvU6Hh++No2GJ5{8^Q^j#F9@ z1bts_A}|MyWTLf+C;DA}pgfYV6uU9SU6#;&);*ZoK#S#Glkfq{-DUb$Uye~2+E2By zaJM*T3LPXpNcCjYpXheHON~IY2KMUs%vQl1@v6#{+5`{u0#lWyvcD=#1|_@7^a0N) z)k^dL)rc;#k3ZwDk?evU;dWB`+34V! z;==m}BA5%gXOm?@j2X)2)Z4$q`DOL(qU9>U_%AXSd|9S!GY%pGd!Sid_QHKU9i zl#olBXqv3v#S9E`wlj_~m3}S5kH!Wfhi=jQzLC9> z?3+KD<~=UtI?9vcrWduph@t_Ntv{T)bk_#@EJkJYNOFLbtrIR>;`e^WPf9wUU=?Xe zd(U5|%BSKvrDWR5TYqI>h<0rNG$v@xe#@*=M@Aj~OZ>%A_VgK6mdbhxLc0vuaJMDO ztoBR7+X;fLQnx{!zSTDTkF}pKmpdH*T%;gynqEVuN5+*kC~T#N*Qqkd{eqcBt!b7x z>bNx>=#TvfV$&{#e{E?-g8mv?T)~(M28y?Ow^q@fQ4AI`kXuobDNtbe4&u=7*p5bh zP?d;lBSrG+FAOX_?O3S`gdOy}E{u21v+L>^F=`(JI9F`vqd8(jLJZ2#?1eodcjS>5`RQLDy;;>$PRxlx5UD$w81IaPYIlO*SqDS8&A~g#RtweJpIo`sA#cj{a@srL)3M^&?ODsP zqC@sh`LN;{t9i~)IX>Y3veHOKSzWQ?DGG5Fk!j;S|Szb}5 z{h;hNl73%NMt|z=@nbixHx2rX$wZ%dK$n+4(kzL|U`00n)3bG{K`oYp!C{B!DG!TV z=qVmNTB@L1m6FlW>L7+UiPzz0(jt>gLm%pn;tY=n*eXCxhHD!b;;k;dNCC%Gy?@!i zy3?AevMkV=GlMhLcT{TX(^6MG`1KKg+RpZ}9%^%hu-sbWw)$xph0CBwMV8AwB(By+ zuSS^tsS(h?r)sDS^1$;Gu_?@}E`@h@aMe`Y>CqHfpte9W*hGi^l`f&4U19!?<+62+ zl@}AfsY}R5`eP#pHL6PqXd;aDJz!psLbK{2~}vuHE^0h)IBwlo}0Tw!A>gU`0Khr?fk6dH#t06xC>vuMjI96LgqE(=fu^pzVQ3nHzALxmx7 z(&TMX6HGeBNqYE0BF+)_iL$4O`j4`JEDJN&S<`U5Wo{E12ESd!k7|OuFvV|^Im=I5 z?!JGum$-Gh2@s3U1S9OglU2LmyUi(jYMiU|{~Rw+TCJQ*c;qG=mxywwK2$oRM{xU; ztlqlMUtKQp@+EcekFOF}Qn`6z_R$~lM1LyX8Cl`9;;1{sjo^1habApM2PBYkqaEI2 zSB=FZ9gU*cso!O?q`7n#@ef2(J7U*dG=_EJE=GS8AN%r4y8e*R%u_41UjC~0^^4^G zB5#D#YEiRq6&G69eXCG!aMi9=Rv01Ors!7CkZ-}aMg=?(5dy5D;{NHs)aV#(SwY&R zNMi2F2~%i&YHW7?Odpr(iW9f$;VeYlbhhKiod_O=v!E8qBc2rMU8AwKg>B_JKb}~F zB0B3pzqAK7Rm56jt}{D$W5hR&rLkc12>x()O#NIs_?^~L<;X{W@#hATZGO7+t%qC5 zU(StL@Lp|b4)vut)^F>^T)O&3L3eeVkKqN#YP5`Z;)&yAT z3nNODh@CHz_}Cx&%U+zR7{ve1sR2)GaHwIGk;xa^%|TOyIZ>3VfIZas$DCPf1cQe7 zkqOb9qT(jJxtZ15yTmxO+XohR>$H)HfJ~j|m{HFZy!L>DWt0?Asz06x4ewf*RN552 z=Hx9$HjmAl6*+n8S2{IoDVu!~lp>=$H#M7G7)bgqr~7USpYDW2P?uzv)XZ=dbrj)k zv&Tyvc+En^(NmiG!7sxAYkhK6$9V=-%w82O{Ff}H2ZsH)dZ*~8tUI-%)a+`l>cz06 zKcY%^wNd(T&Yf)$8* zm#gDaflon|VNvAu+yUss$%<`OUo(jcAb@97umfsrDsAT7G2A^G-)l;ikGGNX$O zmRb2Fn@(AlFD!>t&qVEIaaY*ahjteM$*B%W2u1CJd^k7MSMJe^)QO+QxX8*5%XVUa zeZEcQVd@+IWqDiLiKugOf zSkH5xjWAs0M^nILzztOB?a=-P(2oCZ<0Ch1#^Z=kdBSw~)%q-Hxy)LPfVl*^Uz+6NYL-DR97vGJ}#ZU}1z zPs)4`3nb!r9z;McP9lb3(Ewif+DuR(FW0o}>hgebh7gJuN;JMEOsyBKH zjY|)a+s$gT2dX({b3dKz4D4?ZJP^iBQCh=zqB&kDRf*Wi=OoZTxVlBIq|=B!aqr>Q z`cukF#$~7SLiTCRhUFt$+xR}1y5t(Xz5u4zgyC_Yw~nXHa1CfJae4DL6oK!9UtvIc z%My-+9jhlmG8Hd~NH@$P1T#yJ1!p0$w-19_I4^#mv)jfO<4FcEKUa2Xmdpaep!yLq z^FwGARaxw2t^+nl(C}bFlm8pftQ7NxjQO1lAV~_JCSG=V@NkW zvkejh9Pie^rk?_0J1zVsaiKYzqXeW#P}op9HbM|DJD~6~(}vP=cEkk1j-2djFP=0o z=xqZDg3JUuI`a@|JF78!8Aa}f15nHYh&GAP0XmaRCSM~rDUFH3{TUa<`MG&mfHV_R zV!9~32kw-mJ%Xavc|)_9VkarV7?uQgl9zLOB7#8|_S7B=$OC`sz=tRkc&lkLbHteC zXq>Gc4Wq|Uv~-18&DBO2eCjE}t{<=|#mMca=FCo+N{6SlhCemBTi1nwk z-$QyXut~GE5YNH=4|K^-NhYuk)AGG@&^$PHo^*|QSVf<(Q5$hZ{ro}gX=biOPG}yr z(*(ziV3ewKt_flS+_WQqnnazmM6MF)vuU0BV-@*zUfd318+{N$re5NE&9j)`W>YF6 z>!ag5$-^PdtEPYp&4f;|KoRS+XR;3|BD_skxGK{~?G=254tMb0J5sQm@fiSw0GMa_ z_Koa88kq87OA3ts3U0|3tkk@3V;o^pN`c`|#cv(YbtdMr#zH98SkBO4<9Bc!e3;yI zzolqsu>&pkh+n8maCA6#{iN+$le?U!Y<&d#stHx{)vEC+T`j9Z-0OeyQcNOSET0fFD*jaE4cZ_Gnf19Q$D*~PGqoDo( zDh3WVPPetgTy2JH-J?tL)MpK;yo1!6*RX5N4M)-@VQm?x$m~XrzcN&Bx!UsPEgYPF>1Cdj=ka$+%;*sg+Wfa@`6}j1HH4VC30g1Ou;fYO2ZrQ&5fKHB zaKSosYGz+pn+K(vmL9g4q6SZl0|8>$DxTR?ILx~N}f^Sac@@^)q>OrY0eM27m5Lb`Vqei3hjZn>I}td#g) z`VCMAwn*N?p>|1kwOm&j7x|3EJ2?zXeQv5f_s{dt7vTT>r8IS;P<%s?xGo=aa#)uW z&+1!u6&MJ-a=7{_8cLv^SRHhIDNlGWe=lk;MzLTkI+RDQ)gFMNi{dzkG^S#-TFXia z4(|pBe)&{4t4YI+9mwN4fy+G}50YFl|K8ip!4A8chkZ`M9dQ?mm}RJF+Uuznas;=r z!!Jw&pF`LzK(wQ+r6sTADW;&{jg}StM7&k79RO9j2Qo}fo_({&kQ0n;MUZTw?vT;` zmGE(geyegnY*Km_dl^pj3>|LTpUMEAfV>q>k#i2NNRUbg!R{>R2KBU^U*eV7I)MjA zd~*)nl;yo*m(aLJDOYw9JYTs9hV-{@Dq@V0mT&Vj$SdNzc`91OTyKFHWeeN(EN_79} zLZZMesOlESW`xNjbdUuHFAi4N;rCG^q9|?pZwGQcBxBiT z@!m?D@;X+6G$GgTXv{&Xo-xJ};Y3_gV|*U&9{~g0`@kxnkcSEhGyS|-f@w}2L3;9` z@cj?4q+g?W5KR~D2HqBE%5{}HO-IL0t1+cVcX1pz9VkDXST{4^eRP>Ux+UREy4A1} zv``q^kM}1Om=&z*w*eSKKC@hm8d@L2kPl({4r;$ZVCvJmn)2!fh@pk_v4Sj{3CxIV z<@LN#A$dD;bMV(iq`Gd;+z+XqP!dd>*mclee2~v72?Xkv72UfUvYW63gm;j&30{}5 zrmZIq9%ufDewJ?%`b2(FJ!|f3Lc!^^$D|2w|E~7p3+4OhJRJh$x$_q|*OrqQQJ=AE zDdXuDf~Qe*maqu@sZO_9F&>LovjvoMDTy~_I0>v%f}*E*#1GW-ZOAbgI)q=qGdM(F zz|)Hy-RI*-kP#s62#1eG8*#udhSIX#Awu;zCE7FRHV96g$ z8-;+9%{|kP+|t&ZpiRji zWt9N3#c%yFp~5P$$v*;DqA3(6EO6x0w$TpkK8(O4|E9hP114@PCb1Lw{XiPH~;4M&NckZiF`mebV9 zDg7B1gSuIP{X2x`ORN_Ida)zjLm@>K9Or|lq-AI3;~Y$=f`)i}#@|Dxx`EAvCs9%y zX!pTav1SF$NrE(M-AU=iAS3_jw5(n<6NpkX2^LW3&=n+fi0+nJ=u3Lf(@WzMJB;qf z;^@|N-!VL|e-Pk!k^B=!iD=BO7llDzu;L#*3{KJiKYB~a+h?%aR;^l(|gimgGyzX{u!)<6i>fQWU@1MI{N`R3+(PacT)E8b4I;xVq2= zw0lr0a`SWCaU-i6a5Jheaby3+?>=e0Kd1qZcu=ArzLis6&=00(;t0fxdPJ|-KBJ1= z2rMWJ80NzWk-;J1qsdu{sQpmN>&GnFAdZaf3C*H-Wj~SRSeiGhc95lFL?9zbi|Z*( z+{K6$+;9BI-ldOKxLtu{@O-3#7M~%klI}fdO~MML!d0_`=tp z$e-`Bcj3KTI-v8JgHrS?D%zvs$*EG+M7k8~SkkEE0#xw%Zq`Nhr}>5{gybDaiVaM% z|64FRQ58@-Ri1KDbWK|%4TsD3J%T6Io?8Ya;{CGX(RsJaVqaL3ll}Q`aq6hT3PsZ; zgJl(_?n5^iN^-FrkvsYr0+jptJzB)+QwS&W4&LNqh2 zqED)dLVD6CS-u}Zb%zisG>p7ltNEX|S+ zrJ9)#+i!;|4jOYi_5r&p@hX5m_oZ=e^&;5)tswkBdg0#j;uu847kZg1OHyY%jPSes zflHZ*1uJi;f!wJuAESt>_z>0`Rm{5c11|l$5|0eOqt$r(wCmX#gy*|P>;}*j#^Aia zqsp63;Lc&}nl;)E2Yw`JJEd%$k^T`tLUZ^g3}X34-}vi7`t`b^pNiMQbs-S`-9Zx2 ze@KBCYEEa)0;)ly0*{|SQQIlZe)@|;22aV#UQ^ONhOa@&&XvMBkS@fgS$yyqlmW=O)UQtv8+?ERF+$;t@fRIgG+#`;7lO_YU%f z;ig&ckK#O<>4x>fjdJ&=gqRRo5tF3!bh!Xx3KRdMZRPf{w>>Rw!N#Lmzap}>r3D{H zT#=<-|M?Mm2q1q2=d8~1vqQW|QQr^0g<&OB{4d-RcDmMLl{RmS$3=kUb)VA@nljR` zIsEaW=s7- zgqJ76!w34UKG1zdNit{YEWQrs7QzCDXle+>rr1U=dF}_2F9gB4u+Mh#-3X@>;-jXNbWH(2 zOe+qlg;N7GVo9E&lzJGmd%u}0P2qD122sR$rdxZLxX8kNQJFTmMzHB#Bg-yPMljE#RSf#;y|5xoI$*Y3o~?C1$& zt6JR+3?zG6hH#EvE80%$Q(GhE`}Y!L6X9P%XI5}-W@|Hk(a0E=(;f7Jf(4kLGk+s- z;MQcSuDpvZB-gB8qljcC0quZ zs4rkBv5Xm##GZaIFiXEGg4Z}Uf3QmeZLTsv9O zIT)FfifsPV4rgy+Wvh00BxES0`jRF2uA?}>NE!3%q?Q?rD*z3zl&`GnR0#TTjp18r z$Z?ORdR8d{bz9iH+lAK*b~jNoK~uFyTi5<}{(O$bAkw5M$D#}X-w6ZsZNo7!xb^$y zz#GtSNz($~5I5)_JglOaGoYa596%k@4%4P~D61)ETO0`EZsa^{kQyv|LK<%tyTMrw zD&c>tR+F=h_BePVCn@#hm5+IUm+4aLTlc^f%{op+n#dZSymZhBQJ#*qsmJC@5#4vqi=q*T=x& z3@$U%k%Z2t#B<`P&%{HR&hW@&SMew4{$CtF)Tr5sGO14R@r#$SPMhxIq{E#wz9LOO z&ZAJ2sDO>w?NV^mH&ggE!GsU?DNVgo-XYuY*Kdxa;q?kxMhn4g{l@mC|)tn zO`R@24|R7D4a7$MAc`dR{p$&#L|X3@lezQ?9e3bIK{brWO-&K2zweQYysna95u~h; zK&04P^)t)WG$xzzIDFBBzla=ENSPdez3Bo20;%Quxuk8N8v^@9s`DP0w_S<<22=8i z<*&C9^Z}?N0%9hS?o4}RBfKN$?~5S=I-GOE`8W@f3;=5~GRnRi)C&=#R-m}xqC`2b zrC^EtoUMOP^qrY>Lx3B`89$KOh21gq>+bs?=g|yNt7lio?!L6c>#^Z3tm+nwaC-|+ zxSEO`;uh}@Er{!lnCp#*>(T~Ef;RUQNousK*cAJV4u!AM?W3;bjZN_&MKL6qKYt*H za#r!xK?nzsgnkdXD8^XW=g-@Lshd8tXB62<^5{s}3Gb<-4~K)|V0?~aigTx7sowGC zDoIhlT17UhpesZGf*%MZhv~peHa@g@_730H?&*8|$u?3^WPw|Xl|TAS_NcVrRZLL@ zGkSjBe`~moLF}$aem2X5dc?fmlz4xa1)Kt=t-PG^?x^}kqCG=HS#iE%1m|EY+rNuQ z_3VdfjnHOI?=pM%*s=t3`_zagN*i(JUx1m7i(40 zi8CrBFAB`|mZj>lbz(z34fzTyCjer>VJ<^N&4T?;5D^y#$7R}CXK+qW^@^H{#s|lc za6E!GP7)M+XCOPx1JYZJ0X5rU-hYVgMC#`o;An)Qp=ewUi$eSj^+oN-fd2%GF4qsQDJ_eJp(`ionX!g~_L$}ascWFg+N zuE!MjJl7L3a*a*W*z7?BN1q2Gf`iZNGr;T&=*l-z=g$vzZwac@7If;{6qh_!`rT02 z64Y}eh$ti|(4W~_6)rK)kVE90{XMZ|pS6VpNQrw;PG}E9n!DT62U0&N_sr0?EOnUc z6IUKa7Q42EbRzFR@U39;$h%C7=ihie+$}?;8x%x<(RhBbNhi)W>@bqjO;jazmNjiP z5{$<{exUy{DFprR=DK{`27N!BXm*re-nE}GQ~K`Y^qpD3pTJ@DKPWAtu$^02pgm&o za#OMef`A(Z!Hd931W7*`GIA9uya?~K3)pg2c-rSlm13r{ee;<|QrVXYIdLZ}gbI=O z;tn_?3kuV%9%Y@hv-4&eWgPgI{d)^>>KK~bmgzfY0#llRk;dLsRj%)VN&F$sf>@d`z34*ue)C9p2s_fh^#t*;IV<^` zg}WP19w~OT*5rT1-!hawv>;;!1+a+8582XjBgNNaI_`2z^b-OgJ@}5Q1ir~E$gf*5 zSM)LBdI0^9b)smi_FQc_^Pe1?KIvs1|H)0BB1Om$sKE${(qSjF@t7(2FGwV49Y-`C)9^$eUV3eLZ++C?`Hl$fG~H z_F^9CDCqv0;E3xmL@Y5SHxN_1XGGT1Ls;8aujKcxif1;Fv1)(#_Shwr1Dw}bmA)i)MH#22NiNG{#W zYB8f^=SGcEVY1iVT;1X3(ifYn_^ghnQ9x6Y_h6CuY>$SKHBkb*`e|%EB714~c+E5< z*Yb!!iDP#+72zc@xip+uPi;{VWx}^yLxVgvl`BHub=}YdxmLX{M?P`;J;e10V}o~n z1!NP~B+9>FuZCPccoT|^H_iNiaS99;|8WX=;JvmYDLk3bPN8#lI>j#3U-cp|R55I7 z7|@`&Jk$C;1mUCTIrUdv>~jBQbOU~jotT*o?7|K

    IOzWQvoL-Y&Yc2eB{|fKl}C zS?oQ5p9%q4(Rtgy5)?HJ=jtC#&#Nh4>-f6ALb}?%lQpO!uDa2#`WZ8%&reQY zm=!=0x-E|1e|-wkedEEpIAd~u+o)+ek<*}q4Gb){*8@Cda+Xd25Lh9=Z5CKVwv|xO zQ~eIH7Sf4hz%f^>iJQjl&X|yF^89rGArv61{sOcKfbH(M}D})V^66kcjv6cS2WklFWR*{V!IfMHVXm z>Lr+|rYxpeFQ-0A3nPjgmhMY?K()Gkw|da9gDUkQIFMKs-+mwFuA``*9edY#Nr~wl z5WHy2OaOG~f6F{cL560r{2iz1(?c@I{|?(!yRLLF;G|iVqqei1lk3OA%b8!&lI$Qo zpfP*4eEL_en0RCkwzuG=*Ij+GFS45&54KmE>^OiI`pvzLvyOqUqH;)R4N=tzyJj;g zp?q-YuTVfR_CevB#!Wt#?k~peKrs6+8TxkrO9sDxWC-&WA;?NDJTuxcik_2rgiw_g zM0be&T5lbh>8^^L>#{|VA`J9pTd87SdB*q_(xA>qG#Fvh#g)}|GW zb(xKa4^^LkcYQ1@B+(Q;ZODz#41V%xnl0o;{vu#`rskLT|K|hG|G@`fN2Z>60EeG0 zh&+DyH<(=fue~U>C?Ig2G_$T-ON5!~*)BC_fArfUj^N8ki`dTyp!yN)qbOy=>y*NS z>E|(QjhXCnqOT|Gf#2 zVrfTNG-X$1_CCp$ufr=@Mu@PH1KnUJvQWt&_pCmTH1kkf+VW{vZdQXysNQ%{xK=?G z)xuLQwUu#NCDUIY?>?ja;QHnc@&Jq)QM#}!`X$k9?O5-+d)!)yU4W8rR~|a@Y!E?O zvc#Wmr&*o%8trLfyN3p{3dPd-rX9x+_Ioy6D#^XRe#FvSOf&uQWKE*e*iQ4KQC zJg3+9AdBUjWk*?vB%a^Bj=yt}wmUd3Usm{iM7*#f=~RN>yh1jTS?|u=^ijUYOuw{= z(pj7s;hxA2PcH;_w@#3UbuZ?)$~m4O!wxl6F!P!yHwFkbY#pT`b{;H}#wOgxH&W6-p7lv?ktn($H3o?0 zc`K%;%5MrT{Zezv^X{BwJ&sJ9wJVrEgk0YK^Lg;DJgC+%-iz1X`<0&%fVa)on17m* zV3Pml`>{K_I+ns;RU%vSZ_~g{Syty=|4z4EFx0r%cWOo7Fc}`IDeQ`4!l?Z$TvrH_ zkZ~I^%)pb{=xO0JdMhX9o#74gbIB$1HJVx^ka{l``Kd%5YC*&(Z-II*`sb|{r9dkj zR%$J!dJaw&k5_KTZY`2{R6a-DFt3<`N$^eO0;^nIQ-XPct**phVR6yuZAYT3e^w#w zw-dCVrGH11N6XTOLUTVfV#iO_Q$*Rnr^QwZW9h1r?<9Js->?pmWS!yv5OkiD&_(WX zeEi`Tnj8-B9#o@;U&3?UXwam@YE-r_pg(iY&7b!h5QLs)Ioo8w@h6KwHIpyY7gMO2 zJppVa8${4Hydgy^CG|S1|Y>aOeF5PwmMz7N7^@7+v$4F_fhurM9NgOs!d59C70 z1hYl6gL$M86l4>|sT#Wt=X8_GyXJL+4y%4zx;CING{N_^43ez4&rIBXk!;~27Xw6GG=q(CB%CvdPdIYeCG%0b~^9r4>-a$@*>AuvgL33t-X*%nkbo0L!~=nzu*s zt!ueK6S-2KK(i*-l$LoNo{%M{B~vWkb9)zh`uWxiqKWpWNTB`r{vqlU1VrpE8p&8( zHUl_Nkig5umJkkaMsvR7MaIePQ`a0Ld*OjRALiaAPX|720@}-|X1Wa>buIx?hAbC> zx}t%7j(2kKu8pSBi%aHTTyo&OG|+QhQ;0kneh;Tb7OXuU03`*FN*1YK=lC=by^x6 z!`m`R6VSrW%>q2?^E3hxkt2!WRUp7ZB|Sm=zerD^l0@#AR``s)P>x5i`JV@B-Mza2 z(;?deJM(IZ(JWQ21%DL9i+)W!H}3{)*#jd>{)_c0@Kz~*17E`dMY_;?@SYy?*=W^? z_3G9<`7GO9{8(hgj^Yc|?`(Ltk#Xo8$W;-kXC@OALXLSZ);-lrdH9aff)?+2%*#FN z^nB->4bqd35CrCV4oDsJMC#@MvDjAI_3=DwxC9Y-!pOftu2?}%YcKx~@{H5ZLm+y^ z+xe`kxq$s6ObCe2iy&H(9z z@V*PpQ(dMYunSVR2a4=8*a0;K0K>Kr=?Ngu#KVb%`X)!&6D=6Sg?@KM^>bmqPy7!a zQTezl3vPCr;mk-|u6Gx!tveM?fFCCTI6aa_zjhOQJS6?V(E@KLy@_{i`;-`^b}lIM|hE&7S3y@Hm{Xt6|OQJPaCB6ei zAu{^q`*XDG1yE^LvCS6-$2%-dIq3YYY>Bv;pdGrQ*Hv92{J~gR&kCQ?0s^PHkCsQb zfZwBqxJmA7A#KBY?rY=MKZ&aUdqb5~ERn6!0-J=mmUc*&D#^_w=BrUYVC${`qknI7 z9Ee5r<-gcF{EwB#u+j}a^&l8*S$vh|{~zeJHLgvsLU77Fus2Nk^Ee_~{|kI(piila z1N?mEPs?9Ng!@$-SNW@`e7_K%DP%f54)K1zTJlKrhL#AFFV{s$TR zXwHunC2E(gD4HHs9VX5{T5IJF7|{M^rXTEOkC4T25+X$mMpHDR4pPf zLqm~;Zs@0*>dVF~*+A+@nP!_!6y$)Eu*troB=BbH5^4;L{*dp#Mz73&pJm4?S+?d2 z^XCKl1fT(O2u!??^dQt+LSK4DlSdR&!4at8Js^}be5S87-pn{iZxa3SlK0b=u)Wr^azYw6xhc!c0KBzkN1xFw*!ssm_EAjF$k zr2~y1=8$loOYADfZfJ0NGgGzG;|Ib2aHUS!7bU;NyYR?pYTW@`} zk&~;@f3Lx+g%m*%&tgxH0gGCYw{*+)4TgsDt{LKls2SJP9;QPmNOVLu65q(KFg#XwYIm z*r*#J2A)$kgg&Q-kt+U%2Aq}BBf(q9K9C@g^Up-i5pq5pmG_9l`Y3%@>7RK0u*`Z6 zWO97v>^URkjTP{Ps2zYmr<qJwuw2-h8C_({kg0jWMVNhXwtW0Gvb{bg-&)@26cz}2R?;@oPq>BdVqF>h$^@YNPxiGBW^QtK`X}KJA@w) zelnx97`WY1jo4|__nb&!q1MaUSSU-(MQUua?vDZd$00)mP5J?Y%axe^f3$hg_X+?X z44jJQLh!fjw~Oii`4=B}g`eGFWfr-_fPw;Rkdkl?5+*&X&?!2;5(!_74uCv5rgTDu z)t~}uEDmqPSQv6{A@#XK_@TnT`(?1uJrBtH!FWFy?+4`lfNl>Ur>p2+)-QG@oEJMo zivb{XXYh7U05EegW&-fRz$cn(nOi?C`EbrbeaP>lzXj(2e~8Ezr=757{R!<4^ptb5 zf{Rn$QDqeZzSdya>%&G7zCrjDGmuxc#E=gn1*?!%)#KZ;aHyGSnmP9;PV!FRY$Y+WrCGF?l?xKn~dh?xaURz?4cSw%uA zzlD2bvM`w}OeTR|$_%_6t|O5wP$UZ!$-+dkFvZt(=JXiy@$2YcAtU(|fnK%<LXZd?E14MohKSwd!!KI$Wy`*Q&F%>SWgj zj~G7(GUVb1-h<#&&_*99E(NyXcw7UjlS48?d!+0k_8VBG1!A;ioMgi=NS zirGX$*>%lSnC7rU{BJ9ccdsJwb-0d1vO|&VP$WAO$&M7?)Dt8&s1N!0b@Xq_14)nw z^zwCdzO}Gui~BQEF>EmiUm<*h@SRN8#fE@~YFcbhft(;2{i~Z6FqkWZ0qs|i6C|U5 zMV`3^`b^hNdQmrPXEU7!;VXo15WXX!3{AOyT{nGGe8dmZ)o`rTOl+kPe1-50!gpqM z1_RH*A;ip#47i5=wNf1={bdx55}V+D7MZC#S_prG@EyUQO_iA$A)4N9@S<-L0Nxll zmCAwOkJKCCjSu;K^sm?(a{N#%64dCi2m)_R*JOr$9tWaa-N-I0Px^^W1Mf$xdGHv75&TjflhGeVCP>Gqzkx9 ziQw~1K49fwtOVeVfp>MT&sBSAdT*reh4nr_T&nK1eGad#ZQnoL6p8RRLHdMS>hk$V z_KVU6I#Xr8Ds7-#wfW^(8H2Sd@B!)vyw;FJgwa|MgoLM~H#nk=7M|o}qvc8mIFDvy zoy>tgj3%Mz171d3fG-#=EQ;rQQ- z2>vEWUV<9BD|fK>VcWA(AIRcKh+Y!6U-jP59{Qo{cW|Gff4%E1e4aoNZS;r^i z4T@rvZbowB?|;N7C>nZRTdCujwWu%(g0BrW?K#Ag5v9BArK)Ry@xY53pdWahppFPC z-OY&J=(B`M(&6t3>m04eD(G1(wLkEp5G571k zHWsH~2VOpKtOI>uHDd%dHUX@-La`K(-~0|h27!Db=UlEzbln-Czf}p}aG?5js&8(bdAn=8L zpcwo>hwy_EwAcqM=?+xDXLf{0)-2+0A0WdUf{!Cdgug?0I^mJofTJf2IE`$^z5y6P z#pr-W2Xr{VvO4EaKfi-*w*Olba1a6>e_*f=ud7uIAuAGMgs~mYCc!Tg2!cz{}VgtUsu_=zQXVql*#o!GR^c-?a zBfd6}(07_Q&6pE*2r1WJHQ%|btP8HnmUE)q>$=+ufSnnY*&_UcAF#|m5Icv!!wJ}= z6QDDm^b4o+hdzZx7kM!r*_SpL^1dwOh3R-hywCygm38!hW@PdZ-?WW)(p65JIaXhT z?-_o;qh$1f3E|-cMuHO%IYM_f<7QrmKR5FL|4F_8@N~khu>tmIYoaL7 z2dvNmMhCztSVQpthdv4YL0ZLOVu+_dfAHEB3G!nAC1|k^pk%^0roWk50v!e>T)V(1IIB14k4m_kcXLH$g> z>hSg>1uKI?jRvWyP~BH%3xB4Mp?=lXxBaDp9T_Xwk^c&PfD?@w@P^=>|8nhY;MY~G zgA)}S@D0KnBcG_`fX@&PF?=bv{>b@EKvVTi{{(pr3fBxV94|h$O@wN2`07#exjQ{`u literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/data/PARENT-extra.json.gz b/research/rank7-restore-carrier-skips/data/PARENT-extra.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..c39913ce24cbce4c841eabcc9b1e5a18e4ccc754 GIT binary patch literal 70378 zcmZ6yV{~NU)-4>TV%xTD+Z}Yw?$~zHafcnNW81cE+qRv2NuTrHd%w3vjrC(!?WgwG zYpuEFoKJ0nFaXfk3*=+Atp%B`44(X+p5k0}Zq``1FmE-1+}hxPBAyBvb}?=v!4gYWiiTqE5u5MJ z+eZV??i@=ZqAHgo?fLGn34vb*j2XM30LO($N{t^OZzYuyL7~w1?wD^YoN!bgZ5EYAbzHcf>%2>5?i2)>Z!q;gAsnQHg7w+dCz( zu{NMcQ1oOwe)mb`a`2_cLkB76;?T=f}E zM~l@&VTl^Y-OXz9D%IwGxUr?{lGzhLCbk3e=T+MF(TR`EhH7~9_^lWJ*% zT6C1(x~6(JeY=qS1xz@7yD*I^`}Kpn^beVMh3pxx|HeopDJ#-^n36(?^p}grJo}iC zzI`lVzk$|w+CboYB9<~O%FYk!2N&^ywcxnkUt*1FbJ>Uj*9GcNZ9o>rr?;L`74da+ z(T8(RMk}DamLFob0S)Z`tYQ=|Tm!JAA{BR$^l#>SlT)i7Dlkqp7F`&Tfx&VcI0 z?=5!|ga2*@W?qgiqY1}JVgDU@BlG55p7txm3lp&#a4 zBtF{l$~Ry?@bv<>g0@i9MJ{(@2{FIR%Y*)j#qiz4S?C_%f#!yTeE`9&CPOr{Qrv~9 z-xtn!rtFS)-1)V&JOpe&$o=)(B?AM`U@w(WtVEmjFe~R##cXIWNx*$0`UTj3^JNuLIywb`$!lYRS&lNv(*;`krb7n&^`Tl0 zNHv^pazy=Ac(ogp__l@>c&w1E|CS|$!<{8KPiJN)m=cz~l{AMB4$9lr*sZ^cG&#IMFJ=mZr0c z^#>zMk~Vp9AO)?cH6!Py<}6(&c=<5=oJrZn41A~{DIeGbO)G{qJ)j=*G(Z!XR6?1k zXG)Rlh=&0g=&3~v&LIaGWQK|Umr1^JK%$O{ zZ*VVsDc(9L(55sc80_C_4FY->np>`kwZoe?x=w<64*i!dq6HjJ?b*f@i4)`X{1`VN z#^hg0(9RrwGW(+Lkf}SXYXYY6-B0--yI1x$wb|GTSy24;Uj3v%HwLO;1qF_pXcrpJ z0P-j8$xEQf%~)FOUvyXzAo>HFO*KYA3MVXJJ||3+K|R038jQm-IwG0@Lu)(GI@rlC@p^+o#`f365tLc$u z?3Ab<+yEUw0Dl5vpFV9P5*UZyX6AF}U!T}hUEh-L(^dB&UBYKwZI@D#B$Fpdy0hic zXjq>}r+@g&O^#3s8aSJGSqRF)kqYF818Z_eoykBeH#mK$aROw?w7A)PC#Vw#|4Y-B zNb``$2`?7%o?BoM4RDSLFR>G`HWD$m-EV!4{(KPR?6HF$7@!5V6}eR?2C!sQ7qNZ( zkxX_$X6F6@S(jZ2OqhVeWvmel7C_OT7E?3cbsp#xxf!`-Do9e<^$A<%yBerKSu|lH zHx7v8hC`@r`k}gq(@!LD4tJFWLlVCpv)cBBj8J>x|%S5(d`duI{Kj-$R+`SmvnD}xpu;(45mi%aKKD78eR8t3o6rt zKtfEg)M9M92PBeXG3xnwO{@s1nSQiprw%2?pNQ=}bCVVzG#K;8vNRZ8%6f~qzO(Z7 z_yawJ(0LgJ>$7;e(lhZI!y`0nxKk1)O&N6 z-9*&pKT_~BdW_g&GBkj7NcXQ`4d~eJ<@(WS_=)vO44%l$2JYzm*=&jfwZ9o2p^p26 z;I6nyeeTfc1831D3rQ{==?BSy=2>ZB{Z?QhpVJnQsbq3Y%0MsSx|q6}n`l66lQ1!} zV7e|taQufh(k~~04I720Xl%X%gy`^710}5CuRLD{L|X2I!~RYZQ`8P_p>wSg2W#!p zQ#Sd>^sqtJ%2RZL8goS(C5-*C1(|UhBl^?9&7mJ)4qT224|&@vZjc6Q+q=nlO$*&Q z8QAyh>FKAN=zFmkOnzY?eHsSUsOnC7`b6QPfSG~xOt)oL;F7S2h_H#u5OhrmTB*EV z@NNZme5N>Ap^^a`b*XsZfgw;klfry9axDM>7>rUAjT+e6)}Q=3e47mJitZ(SI2t?>;Bmqc!NWOyh0+7&NmhC(6-`T1I8li=|_ za7*472e_O`3%u*W)hKV3E%}16GT_E95?oZzl#ZMu=`|8$73Q+)nb<9f4B;?)Y=sc0 z9@7#t9NfikQ@-{3m-Qwk&jt5lIN~a!_C$s>(j&TgM-NO!fFnp7-j>)Ix<)k0X*X1m zb;VZ^`R0soDnZWETY>=2!5-7L1UoiEi2fy}azH=$q#o2si5pC_D^NWvc+^Suef@h6 zJYpAU&z9-zVwe-ECBmb4egNRhF2vX>>Q;w?;AO21x^ivdmr6G2pV;Izuo} z#f5a-8q1&n{WCW#{hHngG(9u>YA{}H9?}B=APOtvo6C z(ZtK3Qmxg$;KA}JPu15S!R33Jp5VibkC4RJOxgyVddwo1As37gu+FgQe7?yQ!ZiU9 z8%H3@*m|U?LmJkCNx@Q-xve_Y$^f+y{;#*_$M!D`3mkyD+2i? z!g#u?!DdgmprJMYD4dexcFg;m!p0@2hUx2|bs@##$%W_}xZIT2Fqw_B(ZNP(nQzi; zc}Ul(moTskuLEx4L{#Z^ffB_xyikYqbycJCi`_t4X?atz^GNDOmEBGopiWTR5`v3E zP(5Q2Skk+ZI)u2#h}M{qtxO;^u02G5UxDn6)(?#QB-SAwz?7P35fJ_X5K5spR zHBBd5`9A)Tj0{@(xDD%X)7Fq6TRxR)au)>8@hUS)q*~AtvSw(&mXI$Gur-sGe^+SN z%^&BRm~_&=Hyc&H=%Y&WM)nkcHZZNTfe1<_Vpg7JCTB2_QJj(dlnIu6(SSPNRlD^a zRuxs62*c3=n5cU0N-;$VFyZgO%i#?AD6Qvrr_>FA#;xvZj9DRI>KtU+CW%EaBwWp6 z1uPF2Tx@5T+~7!~YufkgfJ;V%F!Z~IL(X8j{DBs*;BR3Tjm>ULoq!@SarM_$(GD}A zLHX`Y5YO$5!0gYVXkeXaVDH?xx^)byDry#KX>XhU98i$dnuKYmpkbQ_1Yu`oL2%4& z24Sx%f|?*%YzhXz;F;En`|^z16A#d)MjL|V-v~<(o22=ZL7(7uY8>2{2ROlZ0{inp zv_zXI0R_>+B9#%*>e7bfyTW|Fb+{RFlTIQ$-1!-d8k}HG0=1Gvtqmr-EH%;75;f>X zS2Zh}U%1IA*ir)KLN;^7V>7Xl78x<+rhsHMMR}#d$PMVQU9Ww!)SzJS0?SZYP04Mz z&lhP6SztL^V+P?)fW~?OrI@@gfjB)HCk||-+DUL=NEGxy+{D{rtN{aAF>G9WjcF*2 zIMQ|}UFJhtz}Ejb-Vd23HAGHESNv&j-RYWun{0n@FbCAVeX(8WSmk15K*PUACk1!l1z>fZ3+H5}47I;oA1P=C}v;oR7`Om_M|D~<& zGi?=LY2&vlMBii>F}m*L_Px)mgaM)J=z#KnT^$Q%c)JYJZ(1g?v>w;J)gFMc5 z1kCyg%m^bCoh0#A!t{!~p$9#;;%=2UR#miAX{;_DtP6jv`tjv}a#6bKLsVuVo?}L0 zhjv2vvw^iJpxYWkU~o^Gq68^Rko=<&643ucBar_~BmVyXXoQHU1%QGUomBbOkIFqu z<{%LDi$<(@>WW*#sLFf8eDMhX@vabp;PDadUKWl3iB-a1f9DRt*tmthNQ40!H>Vg$ zWgo9bnEWI$uNz_}FoPo@?^<4&)2A90KJFU4UPzPd=Fo69+ zL?$=H!8)K0rq!r9jG==IB?Ti`NtqrUu&vN7NnjvZII_?uOj zetw~qUEc}(5JYf3XQ3VFZ=jHE>gVWUS^1MURWlF#7^I)^)nkNGzChuN8A7hT5lDkg z6s?T2ZH%)AdjOZf;CA?5BoI8KES}859^#PpincwlwjybhiorO?wjy}eh5j{?wzh=b zf$*%F|A$sc+I`ZBERyI?-uEwIpzuAr^6wkD<{_9q}Rh?pfWR%vz}-#ST;o2&SJF^j;t!b)tk^laeA{?Cj_ z|0iSO>W7$J(n9|augLqyD?YpHlUFFLYWi+eVt*?Sez-$a=mYmvvu+I$w?!w_E!d4q zgxSr=Zq=roK;A>~x25Qe09r^Y^V>|qe+82jQB2Lw^CDhA>d+lrv2i|M0-CUHSw)6t9ooU_XLxQv&=QOOw7Ft~}`w(G}1 znV>H_ZCS^W77Z%<^jWTHO}r4BnMG@ZLb?rw82d1*sDv90ICrrP6b7DJ!&lLZ|GuIJ zv|vO+;Ca^8m}t(r!mvC{&JWnl+@VoW!# zpMXoZmJRgKh|Lp|n83}MCV>i$$EPbQ(nvt95yRt7RpM#bK+i_$zDEuD^A^+HMT@ex zFyJJNI5bZ(kx-NiBkcr5QALmc9O90wNJ%I`TTsK@A2Me(OgJz`J>(chx|D&yYV-~& zu$wMBDLzrgO#_;tt{B(A@7YgV59n@6M6=#gxWT;>^$LW~c3I%hPZ)-P+l@nCaK3&% zxJoi)s#`!}Mx!UR6Xjhdt|*`U0Q$^aIm3^eC%9q;fp)HKe7a+C60bCcfkQ$PD}3t8 z%wSIMv=Z}PI0lRO$0l^6qoZYHEoAoqmW|Z*iQy6vKIUEh4XmFxMex+|8%x->6SNj1 zCulkz1cfwJ6ONcuL@?99@uE%m=BoMGrf_?63Plr8}lH_-SP5tu^^7fmhmJgqZo^uf-Q z$1VjpXSc8E_S{2~sV**+`T?BYauWw><zvYB_*sP-T(p_oXr+Ng@*|Qh0GzM)XrSUCdXj(SL6!jVw1OFY zWl?~OmT)_MVJoVyK7^Ez(qufCvC1bOv*#{8c+e>G?WGUIZ{6h;pZAt-73#8JjzPU) z*p(a-;H~)=qk`xjfk*`Gr`R}Ft|E*#3k2E_RJcqGb&8JF2^t88lKF#;urEm9ZyJl@ z5-TtLIzaQY++}hrqu?%TbX)})(b~H)EcG{6Qk87Bj*^;p+r0)miEwLLX(!5Q0}UQH zPVAp~cX;HC=X9*uo_HMf7n_6rmvn5~riTerf-tsoTCvtJ&J2$HWAw%{3zQeSO?zXz zNKzsh5GMHBeAA}nkD-x^16+r^P&dd9nEK7RSt(T<2$!qB_>@N;r-S*vT}e)Wd)(ZG zGk|;K9?6z|=h3-k$w#UmXyyhAiWa@JNiy?QDfMr4YZ6aRKcD5=8(GO|+lx+cG!lon z)fsOUaR|mAIVs+Y^3iJNNG`Iq36149!jf(Mn+`Fn(nyjyr>2oB9IA?zVN+=BB9!?P zJ=e1-lKHv8Qd_+`3+=r@EIKJ5jop=8jV3}o9&$B9^|~&P+f*AoVtn4XO0BNSM@i24 zZP^;NLMD=2qsl2D1h4c?{;9+~l-Am0LQ82{A{(Q}_!c1ff`fb$L(4Y6YDROeBv6pH zKV6@p%;RHFcWSwTKN&y=$Ivhzu|F5S)*R0#XTI7%dl~s-sHn8M{o>f7?{sa#8Ys7e zG4Ug5?k?xYQRB?78`}dTHHNts^q@N&_|{-Wsi_gE)HSDFhP&n=>!IH(t)+c|B*9cl zwdq-&_3jJV zJ~iDI4GA(ZOJj-@_MVV46Xb^)A2)o{GJHPiV#XDTxg0x-R`Z7&*RE%`3t(f!-V{}B z6|X-ZTbya2^Q>0|+5WX(BQV2UaN>(;Q1NOUa&HBCq)R5Om>=?260vTF!$>ju zR8hKISZ<(PZbCUb=QE&BaIks#AoY2g{B%6x*V?`2srkTdIt_I(9&WhK}8&g;W_EamJNKQ2bR} z;RD*R*_dz6)Cz38(5#E2PXuli>m!cGxtMDByEMGyH5{um%nUwOawhXx)j6JivKd2k zjjYlVJc!3VP@Z0M%GwxMot}I9mJ@iB9z=TzmH7m$r?QEw7vyB1Z7O!MN9i#{zb~sB zs<|&&v{et;7e!WxfOj!#R|EYne6JGoXd=4edI3>+^+j&+17^##PsUniRp^%3OA zow3wtp$iPTJ8$Hn;+TnG6@|9!Nf`Q5j!{kI>3d*`w*B1pBYB3$)4J~cyoBbT5}WV& zDHUR6GQshek8KQfQx)_Cr5~l)%p>b9{F7u$8^V1~mxF6%XY=FfQrK#$O<%5!tWg~|GwOS~-{PNMDb6Yhcr7q4M92nu$JDUZk@e&`L7yNeWex8$vP(IZ2B{a1Et_VPR4kvn8D#b$RB0Xx#F}C>D)|5 zFWX-j%N+ylJNY+FCsASCZF8v8Y@nU_F2frq8C7z;rF93ON=5{;nbxrpbl^VZm&9dh zMf{oh8rRFUOB12`m2^uRdPw`*0wGX6d_C*@i0fartdlo+m{KZ3A;0Y}Zgr16c01e> zFDLqb=b$|8GS%ydmNo4GZAZoD`$eDb-QPSv>OKRYj*{ggq1th7I%HMnCTj1>N1CrB zUe8vLh-xN`T6?^I645jnyhyJ+C;WphH3n12bf|=i?naX5=O3cHcz$Jk zM;{e2>w$cb4IElE%IG&Ywx0v%9NY_JR;8u0)~=iFbJjD5KiR|*Dp~f@C{NdWhNY8; zt?D|6t{8^CIh+Q~sjbF(uSe*&;b}S1N6%H`^}PEU3;4yXv2&lz35z$VrkV3T2s=+ zoSqAj;w;v^BAK<<0R;?=3J)=<+-c;PUF?klf=UTHd}cYf77z0ajjH(J3uC*mQn5QO2_^0YSazDp_v$&A!BW#vc|qbv3>afNZGY}0Hb4Zw z1o0-xVO4uk!fUAwR_UOm^m|ANT@$t#jdvbuR`Wn+!+czoUpo)FvIwCyGGM!E$7i>R zIxbY?N@h&OA@CokB=tOu3kL81u({>tHi4A3qcp|(*c-)+F4kN%RS$TCC=^#$4(`=| z2K#_WPmdxy50R*(rm9=E}3fNjXV%2A-1zNLFi^ocl6< zCD^641ajGQT&PwO4SVX73Wl+FO(qY>S{#rqhSNO(W9K(UjplRPP5$?;%sH96@<1hn z?^5>!!gOLx6cOwT(Ic}b?5Si0pi!=eEMzhB9w!lYCuMdgYr_YY@-sX}%L<)cxQn|P z3Y~8dq7{p$t4CIm=wvttx%KviZMfzn!O$;gKRFp=)>xg02lDmWRZG^(Ea$v`wcbCq z?7b%l&#+&OFOa>InYvf81R+1}Wk#Gs>wo(k|8L&U2RSr2n&C)H_rn;`;noU(*jU7g zd&+~4lWoGoJwSNK_coQ;^91E?fJlMQ6SEN`ov;+ZJ)1;tcbcwSzn7$V+(swU`Sp`` z#^6c0$>-1rRTWbW$$gArs^l_KVQ}@>`o-zaNkYGT9w04XYe%CtK(L;a)K2h zB67PYz1|BvWYh?s_ztc8#B1bm`qu!WAA_hfw<3dhmv9na*Gu_}n9t8&;EJ9~#oUnW5KK{u_+c@>^{nP3e z0|SaGdtHSlv_m;JH`tbpvE1j!cTH`|7+UB3(m)=}_2gk54*Ja4^-^tdZFFmM!YpA` z6DwQn>@(ThZ$Q5zPq;zL4BN|Mt~mgy!9m+2=}YEa&0@(df&bTmhurFmk0E{ITD2i>;_s=YYf8|x~r z7*v<+)PGMuvV^7UWGjs;bPT@J!p2XlwS8C$&pAkxAXs56<_Qw;2_v+%?dmCCpcYPy|0*3Ou~xyO@r@6 zd2F#Pw`|@~>0_vhs=uZrNi$PU0nVu|~1ael@i<|mmO z)@Cj>HVEBKCjOrjN^AX*pq1+F*aH^28Yr!Z%So-`cnQzv8|i9-^}>MuW2;2J)r6t< z)|Bg|K5NGb)DeDo{ajfu%lctGRplRcTB+;9G5pAFn7n;#w6h&VN}ogCNjA2A8{f%s zxrpA1hnsC&O>t!W@eEjQak_P+O0HxreV0E=YA%|AbUm7uEB-FA?N*oN6EpEZju>F~ z1&m$ZI5oI095)5ty9(!I-pT{r&~V{#Llk9{Mx}B-Da-O6}f z+9`Pniw1j}5l7F7&Q|dmv)kFj0@w@Puc?Q4mhO`KF{zyR0M~m?vUq2YEO8ttA)I(m z^aY~7pU2F|yqpGjB>~I0@w3KfOay$a{!FjlT9LzMMoEtboFSQq!Jh7=JfG-#yQ&7S za=geBuIOo+gl_dTMyXDTuzei|e`o$7ipQa*()GnQlcSUh!H)WNb^SG8KEF|T$rL|v z`A%4(s&fC2j7Eu&S(;l_63E}q+76ZC7i6iG4#PuDvE?|#DMjVV)6|O%ZbI;x&7oRV z!xFvBoFm!{b2G!`2;(k=d$4kl^FU5XkU1bdq4 z4sqfgm7bC(G)m4yKkK_Yg_O2&zT*cduiyTyJPmWCTXvX}RSdh=RyJ|;hil?BWa}>G zrWe1V2%u81lvhXQG|3_n8#Qb*R_C^<7oFf!hayi~T+oIIn<6YC8Cx4+Ty_{RDD8yJ z=dxH&Fi0T73|dyF0Jux5VCJL>qC3Wu#;rXGYutQuwTC01LU8OZW03AN6 z#wOlk!5%ZDVDZ2)7Z-fR9)F40{;7^CnI801Rg9NC79eG-&uwSIiJCgb>d#I>LwU_D zjy&vEC2|t|hb>3_JPaj_bW`f!lLyZN`A?i1=CW2?S}e%}Cp>@pDX!s&JUt*|F# zay%~F;6t=`?l8XDn9Yw4H<$fD)T2J^6tRK~dZBrFQouG8aG#f7Pjkh%L+G#3rEw=g zv{=S%!YE45&djMVIT@`wmYbQ&*LiUdeOP1D$u)axUDtSRYk2f%apwLDemCC?zkjxN zT32+azkc4p=00S`Ve0zRtvY|Hsp5=T&MMJtgZkk@E&MFs*@|_=?MyO3hoA^qs7iyX z#GmZpQyImax?tay>$aQCrGcNbBj$UCCs$7BoA-D6%D7dU z`LdS!7q1AB-(c$wH3%%@n^8e#`y7ouv#(kH(s?sJ<=?os`u@(exoDdq%~3Bo3b~a5 zKfZHxwr(dI-`%wLDUayn;gmn+QImXxiipUU1Lf5exeZirsjXf8JL6=EIkt8N0_)o? zO~f=O!-dA15ZP0cb4O7(hd7P-++s&jzUB0r_?2wc=_V^ebd$ea6Vf%s9I8h5c)CmW z9|<;tpH#dsxn=hpr1z=Fw?W4Cx;2dyZ?tO43CQLP6Kg7dbJaCo4vhST862#w$C@16 z_=^G>Yicg$mm7Ya@6QhMVqIJXkKdR)9%^R(KEpUXMQP{=NUKGrN?0zt+#My&(cD=F z7(mAUGoh}GD6HTYqB~|!$b-oW4qfU{Gn%cdMW@`)?_S%IueDc|Dsd_Pw+prNzg;MU z|KmcrB>vZhvUJbOWl*O#opV-gy}z^YJG?Lv?_|~=B4%B%_)O60OB@&_MD{vXjD&Wd%2X(6@J%4;=$)0W zN?45TSg4|18vir)u2;J2A3AwymKqHrZQX z%Bq+<`RIi&MwexU-srGtKBsSTy=l$EuD*mfaX;@~K+i#*=jW0i{C+2iTYZ}V*JyK7HpLSFu&ns2Fc}2D z^;xaMpwM)j`nIj#hSKKoErUo2@%eUdKw_7J#K?&7^>%K|q+vJ^@io-5z&oJ$V@+Vn zF8;9Y#_{oyHuZI2`G=z7@3osv>x}a)3mk9=N2mX*T+iW}Y#pfPT=a;-<$tIO33`|@ zZe3bxp}$*ojW>nBi7gp%cMGf^ImH!eF{t+eTiYKJBmy__c#&z_9mMVHZa|;$070^k z)y9@!&05?NG=1k>7`hY#iZzEb+%@C78%^LDJq4RHAIBk0k-H@n2Xky-n`}?W^=U$A zhtv@~vk!DpGo8jNWj8O$X9HE3L<}Fb6 zOm}5vKDtu6y3cZGRVgK<$|&1N-?sU32eIS2@;q zrcP(=L1x?f{#SYGA~D#rEUE2g$!z>Ju6=`vm50>3v0 z;ymnj&BGwWkyBHDx?G^|<@fi}&E*j$CcvdD+JR%kfB_R!h@;-qo%~Fjbtc$j&Bjm= zj^_N3WJtjrSIVw6!X3UBRESB(AAze|1$r>3tJ;=bX7da7`~V~bnAq^u$S>D(*a(lU z;`^yWDs6+Z<=g*|&BMFS`0lSlrIHo?InB}ke<74qotQmnp`*Yqey0ejPh=zkX;z~5 zkFXKcCHANFK5SI_9N6&d5h$`|-!KwsQ$TB|-^vXMO)6R@ z|0$!*-N#IcSrZ$^bX(n@+8`kaphAe0SN9$xpZ~O%5c=a9B7mOvr}VgM4lI&0?@gjq zPa&kIvJ59s>rQ>y)284i>T`Lu*}9vJwPE*dTqonw(<(#bl~mb=#O&VL=pTvFETdV` zMMRj61DlyULb_!8c^zldG!8UEyK=QiQbrK&xo9{Nq7%R|C05jh4)xmHCg*PcDI~GY zK5lI2woT!*s=~bHU^)t$g}<*Hb4TDAm2=P&+tx)|&R|D2#Y1%VsnRic;aDdNq%Ysm z;wuQ9|IyKNMaYTl76FClflsG?^~|_1 z09Bz05Ai9K(jv+eXxIT;^xCIUpRJPiCVfmdmZG6i>D4sE0nL4>uwoGX|A=-4iuS%Y z|E!<^^1SaJU0LE+Ik_f4_;jD3Sy!pgj|_C@|4vDC@V-T3<1`udr5pCc#m zahchtLErM*LV2nyZq3H@HfF|}On77{c5Zas$qK{Nx<%0Ad%aJCie*Ffe~tQ6cgm-= zN#_>ukB0H}Q5c?3E4=&s7iO-Q(K^5#G4TFTXtf9&UAH8_V=qZ+Z>8bcnu6$66~uIf zkjMiP3W-7MTER(`3^?n2WFODlW8XAB1`+l6k4ub|X=@{+>KzQ6DE#&$lqE zr>y=_vEiEvsD#N?#i}O(Utlq2lsrYK>EB}r-og=Y#;CL^kF&}m?m~5RdwTJqq3>U+ zsnTB6hL7gE)np62*d;dp`i?25hR#Tx2_Sd*#Tq)ufEN9P_y@*H?{TxLa=iqH(L{i* zI{x63C?#z7F}EeYHbs=-r!<1GDAqu+N1SI7qgxSxkd7+Y-3=RFLBdJirs2(5<5{)e z(ls6dtFvUNHSziLHmu0x7J8k37@mKid3}=^aQ0+QUij0ay=ZyE)HtAW53d2MBt?lC z7D9OOdGH{F>{l3{k^{NZ;rNrD14YN0xk%?{_FkNQ zP3*s+(v$P3`@l}~^j;D=TjZ3Y~ ztXY%AW2L=FGNVZ?I`{5o1+CM%c-8~ii5up)%n5IFc98TcPq( zzB;ye8eN|_T#;f}9cQzT_J9(FULsGHO;9_J1KWhlAOuS+ZlnfOv4i3KVYpv|1 z9bV-wylEqPJ>N95(9ad4Ii7On1)=R!D(V${xnL!(NS}SU~_utW}1@nX&rLy@ymW_c^`Q(wvolXINnrs=ag+=AUl8mB(@% zQ|v{OfZtV1#BiybxFrq=*t^_4ikSAaXAl~)0|5Qgw4gF1ufq> zB&+_YJ1y0F0!^vS<6=B_VSH|Ln0m3>c(Ri+{I_GY#jy0G$pT4lTEKIM0dYf6)8hTN zls0O>a{1xz=*v#B&Rtr#=0ePh*&de1#w#aDELyOFKY>_t{w{Y_a>6cyTK2FmyPN8! zaAqRzz*+F+CsAyUS=N>t3jiaeBDQVU=qM-kI1Tj+ouO+Qv`jKD$dj#r2X{o4{@_qe z8?3_dHs%Z2*ehEuk9OhT(DrGJ`*4(pGHY*3JA+sIl0j~l9Q7~QJEXlNVp9G~ObE!^ zOV-86yz_WApO1zybnXocPF}oPP4+^lUw~mLzddrQ_}!Y; zkO|R!`~y!`^Ydj9qwK{DyvSkHpUQ(KM9#eDrlk?OPI#;qj>?rVXkOxmMp`=6LfZzz zMP2Ft z(AwnH>%H{CoQbRagq3SCIIB?x(fMrWWdDFJK$J?I!bw*&PRYe3<`|b2J9DI95Lv!? zGaJZputMaH>?nfLLRn%vB=s^UL{x^btr&Q=aJpQS#x7vs*9xAaF$i-MpPds2<13( zel9uYC2Ky%Rm4S- zm&h;&$BMW_uv%7xST;Y93$;i?0B5^Bo<6_gpjk3u7B7(F#mxvSooSSjYR|d+YqC+K zo0Iur6*7*^o^P~k~ojgByw3g%Z&E%q*&vJahBo(s!(IPg0`Ap-;}tR$>!iQ<60!{?8N^b3J? zQYfJkDK?Tg48)Xk<#>!1_t-`$`~We!s3?_rqWDSITOgsRy+$C!3BL&qhxTARQ~y`aP)!OeL=lypo}G0luYOM))Bhw7&| zF*|WPs`$D)*gzOrs6E0++sLH!Kv&FA$SCT5uA;vs;{Jutf9S@`XY}bLLA5{ z%f0ITp<=9>x(w1_ihg9eae{mwj7%9Bm<x#*;AUX_NVtdXkQHz$`if zJuc`oodKJ(efYzBSfB_D0mN#b_do`*Nf5RMiWn!vfM01BMeHjC?muc7?$`*KAsUd0 zW;T@4X*NxPjA?oLlAtmvQFd$p9RxQ_ia=QsguS^UCSbV!3Tzaimf5+i0s7>CtI~Zh zH>(ys08RhsNY+K6n{F;&s&H00qOA^t2T8R=Qep(s*SS^11T@!QferGGS?G#8{^>=A z_6p?|mW~|Y#D^pD4q%!SP-26?N%Rlo`7 z#VZ~D0a5P9N%gkaw`m>iD$h3{6kT)E+TPdM~M6pti1y|NABWE=usWki_Lw+o% zdr=X4)+P)zX?k&|l5K^z21D_$3q>6&!Y%er3x6l>u^%?_VFwvQL=bHDqX!9KgS;B$ z_xduc4r?N3sNz=mjWnR=2RTy3e+`8Ui^R4y-X0Z=f}-{@m%E0pQ`PEg-zFi8Z$Xms zQ5@Wi1m;&Hq>D4UX~*ut8Owm{$bpN%EM`IUO<*qkS^3qJ$5Va>)m~NFK8*2E)fI&o z;K}B0%HR_`W)aR9=aFDvl$(~_#cw$(*VZl|iZR{dMfNnQSVE#Lm&6K&N6oxZ>R(mp zmSeNHaa#zv>N)H~jkj{`8p|tPkl$)E&`w*F7$m0NDsx;0Ty&_Ku%CD4osgdhK5~-R z(^9+7C-ZtOoOiXQ+1HhL<}kMtY>G0RZ$K$M5z?U@T%Tkt{INcQw-CbR_|u%q%LEO7 zaaSzrR+f^^ruP63?df2yCVD)0KYpRgS`%`pLS&ld_jOI|v;4?_sMib7mbTL$UD>@B z-#zmpf_;MK0S$VU6xRp|RC37knTNV7mQtp^l{;npGy_cK{||FOjK4g?Sd=`4E~Ye< zedI68nqFL*Wy>)URW>=2li?Zi_ zw9~>@o>DoWjpMIU{}zJ2%9@ajaTG~ct{f`$ z__N5_NkiYJPEn6WDXLEQ;_F8Gk5}reiA+~SWg<|OVUBNmAN9r?QBm}nnxjN52YH3Q ziMnlJ8`3<kd-HNo=j*-=rS&D(ZJes2APQY#UE}+)=WP{Gb?t`q zg)dKhNwFn-mz&_ovgnqI>BqEbQgLo9o}?_Rxh$n;ql=@_k({or_MsAFrRG$1t0pQN zHA{ynY$+tIGA}ojM{>sj1+-9&{oOxqy zt|k+PE7J?-1no#QhXgieS;r7h9KD+R&XC82F`ZTPvq9Ht?iS|;0qi%3Q*RAVd-8dV zPuCa&lHWWX7d2X~lCgLrr`ga=hV8*;Ysw!h<*X$sTWJPixtuDSeSJ+yU?}#m=II&d z3sOYkoy)(zB=s#T>f$sQpA+w>xE;1jmhti%hJ|9vu9se_aaed}Jk1>Auprgydu&5q z1q^Mi@~u`2y47mF`C_oq`>Nk8q{T+xbo0h-KP{@y?#9;WM?=s${S8@s%<-C~kN4X>>R8~&TpiR?T5r!1h3!73EhYlX6yfaN2=U1ejbE-M; zbx7?*Yx{O}s}`FeRqR^ND-J(#q>D-29XbA9U3^%tYUMmy1&nJOx<}ag#csV|`}SIC zVbL#wI5z;e#|Bp3Y!o`3tyi9^QbN_zFza17?cmE^f8*|5Y`Ul}!w{*b)qgpu8kYYQ zI;+cFed;{bM{w$L;xvv8^>{g5K0J;S3FX;#^%QXQypM&I6NYhZM$+nhh(L!#e^q?$oEQb}b`=1%zm@4*pL`-LJUs43pf%jbUg%zD0O z>z?W(ovU&RnvAgCApI&o7}n!9r$$gyy_+`zbXm>~?wn-w;czDqT+_kp#Sv?=(>KSb ziVdp1oN{7 z&9Msbf`+*cET;tpt#wtJ)*f>UIGOX=03ac2U#|~;T>JFsX2nld((C%Wp^Mw4O*mRp z(TERcQ_Euk>8@vPV*tN)raH^sQ`$wAJNBAl`aD`Th)=gF`Vb;K*h{AYSs*^l9E5VZ zmC1x*k_?_cHR!t_iQ~h0&TE~sF85#dr8cy+4Yeo)u7D00s#wpx+bcJ1wA%?n%JE= zS^JYV(|xo6BKN7wr)I~;Z=EkCuK8L%5!1?{#XGtO-ygkqSxg+QK=KEv=y~{cQ1^F!9R6_mp`0I{_R-mmgv`HChXvJgl z2}8(R(l!e)uO(x12*JyXHt8*eOL^T_GEmSK^X}^y**xm?<(-pWPt|wP}5`UdGA5q{mn$vRr07lzq@Ci z-8Hp(tmHA0;CntpB@~KucNE(76z@lpmW%2>t=LHKG-Xkr&G<83hB_YMb)4kTt~a$d zK8c#!>5MwL1V*tSda?uBJCwiy>Z&0)NYe+lR1;jk6g9Lhn`1H}$!qkMqUF^)lez|T~EE{9wGu; zKUUnlxS+3Uaop)p@`AEA0ewJtYg1oSS-^DDGOZIz-Xs$0jd$#(O4RtgO4K2D$DlPuZ=-FDjK}Uyfso_Pl-b6zdc25HJG!&nq8)jaQ zG_N`9UO~Z6Mr69s+P7hyA<~z#vJ2t<=>xLv63A5}vMNo^AAKi@;#2XJVs%Di(AVv* zGGK58lnJkmQX6YfZxq``N@dqf=nSMiR~yCT*t1m)(Y@`|62XJrR6%(@jB;X!5WXz8 z4PP$#QdvD~!gii{e5#doPUx~KH|hTJqD}eBEIGV#Qu0ddx_T&gzOTzFUKh85I0~T4 z>s9))7yBCAO;#GOUMDS{`d-)a6aJY%Y%M-jPp08Jd|#XfK_j#9M${(cj8!tpYOV#FuZ}AxF%l>q^sW-e;Z;iR9LJ#sWxEwPru$9yM^>X-%Eaqa zN&kem^?Tr36V0P$+|)YC>RBQ_!dulavpLFYS57#HosHf5tnL{zrliv=t#1jQmgbSe zTgxBR^0h4T=R_O9cYv2?|p+#*GI^WYLG%dW|`K_q^Y zE%cG4+ps(KBC(zt5YM}(pgm=lIIcy-VUKnheY~Lp9MT^Y78pn^M z8M%{)fb;0-Zld7{S9d2~l%y>zdcpCRh4QI@ysPJx;`F)Gkqjk&F&$pef~P-CbTsGJ z6UV@}h9(+1w~PH8`MC3r<4u%c@>P<0E2PqtXMT)C@!eIu;$6?< z#(O6|-=PsJF#SE6u>!i%QqM<4A>*3IGf2w)mifw!p`f^R4KcpW)FQ#XtHSZyPf6?# z!qaDoJP~R-8hcM2ZI__i(hX5j<%FiM7vEI)?3C!c(wnuotK}Ir+3$Y>_tH=U?(PwJ z(~cK9)(g#PA&-Nu0@Aa-dX2P4QFPDAckSr$lu@7-pX#UUY~{%FAs7XuIPi23`YZ+kK`)Z!^bNOump$5Z6Z-Ied^=j&)qRM1$S zKHb|3i;NIxCw^wRUWW*8$S<{f zTz1n(%JzNHS*%nZSw$~T@*VUV1pcmF-*aF-!0pf3YE9qih@bc4>8=lmqPHw5b#M2s z>C}ImeO9%fc2v%S|EwzeFJDbf-$w~etD0_2!>JRxgab^Nri>0H6+-^v1Ts66JSV(5 zu-{6|^r;x?BdOV@T=$v@XO=D>?UJi=l^rr6#2O={-mg*$Bx$%ix#usZlw{d=UY@@K zG0Q%=Lf>`oU>Ia4i>WceZ}-fV@wI)UnoGuX-e%`~0^QwcGAerPXG+T7ex?WCW#q49P!e&r~xKu<&{kp6y*VK(7|mHvsi} z=x8pKYP&{QJ+jlJJ;_dAQ|lu%-&nPiGDtsN(uj9I8m25Rq0M>0PrJOu6G!>H@jah2)~B01FZ?mt*zxd*^L6M(cIur`_V)3Itoe}{ zIg8GFmREfS*(uFOeFHw`jrmX?XJJULNie`EAI5A9sY{$d!zY<3i-azxDJ5KjPT{-I zoY~F1gq`;z5p-zvUS>i)zTup-a*GU2H^cL?}kWb4uG`7 zM`z%>mFJJo)!SGHs^fU78hN1D!}3E5z2VT()b^p#?^JJx@7VP_&RxfT_cb$4UuZZg zcm7;392M~P6mLgj_GCG&55q64WXEnb> z)>6?PtXR)?mWY_rroZmh-t$D%2s(C}KZL!3SzUY|dqCS?0({q%{otfcwi;tN-U@A3 zAqRWJp+e5T&@I2{#Iu~gGzYepA1Vtip|9sK<(eXW-MYFRGkwwkn^dka^@Mlbtd;R)EPLH>P+eLW&O4_ zmiMH?Cc@=`*$$`3o70{$@Z(>@Hx>-YM`I zrPd4q3uJ_02&<1AW!IY^+Cy?ER2(l|KuQ`aHMTY6p*KDSM?vGZe9efl*4A~1;fcOG zm{IwoXB$%$n$sEbb>0FhGaiw6m*1W3sB}Fj(V1K9$8O{U_q?F`K8l6cLfb2KHy^zB zx9|8f|8O2ai&*FHVR`w+rw^3j=JUmYx1W-h(6s4FHm^+h1`>C3nTdQ*H>7I$;)%PN zf>vQoQkOdG-4mte1FM0znJ-j2%}26%+wk5~0LK$_Pk~Nm8&!IEjzMC%vb`f;%r_{= zxwT}pn73_Kw$}?zwb5>*rZD=VJ^|ZjZgDk%(HHrN#G}}>nk0&z24$jgbw(RxbhMCBWyq0y_D013)ehy{4vk7a%&HCNE7t1 zTzUf^yM@DhR@-GbwH*A@t{^oZc8+;aZR*#VmXADpj_d-vTc9*&){~5Hr3v;koVc^O zbo(wf5h0CFZJRsML4O`_pi>-JQq!Z6M~wU?Z96zA+g)g*qiAsIAqt-&uv}& z@)h2&cHd;_)iG~}%6QnTKK$1CAqUvECs)H&lzQzs)e1*KW~KXUKdH{q{k< z;B<0088ZC9p&DbPnW}38jT&%XI98{XbP_loNyRiD{bEWQ72~-sq@-u@Y5-w#3%&dB zK!WdyYze_Qt`?i%^a`GV= zKS)^if6^%#OQqcAl#DvJ-uID?$yoY&b5=Sgqs}YSj(kqWtMRlsCnII~usbQErv{zR z;R$>vVLlY1rveX%bai1O&0QVXl9}5vvnND%JGseHyZeCKo`}A`ySy{GJs(O5l@OnB?bw7h8@(lAKIz)Yn)ZCsRw-I-m7>+P;j^ja zX-~NpygGpdpFor5P0g7gpFor9 zN_@R=0{um;<%e&i*tochN#ii7tGo>{UrB$T$kfB79BIvm;Y@drxL*N%_U8(H*Sa~mw0)FkYXKSYpBQ`QdjA%Y~+-W+_0 zP&L)X>NAArTQYVaL|-9nxfQbf1mWi(boBj!#&8Wpm%l#H!=zT{E`_K1wAb8Fc&1no zP)Jz5J0LQlI|(vDe5=?naZ4tiDK<>pP8lX#8y;aPMSLliEt&GiNYYG6WF)Cd-WBYZaKz)eBGZ=OD|sJ?{S4e*PLnFRnUQ{Bm=^(qEpTM^n$} zY&{@ak!e0K8Lrw0Y_o%0kiF+GzazHhfURY^Bev#DdH$dk@44CUgsneot#y9?rO)$q zrLh0fM-p1^_h0(R1gsASU;3yqRapG?(-})qugVVKhIMCb+;Md z=UL4cFYe9fSGy~A5y@G74l$4{yBj_wH=y`EFPrpuMZ<|Dw8r8j$)`iRW7 zr_M|HYrg*_&jT_#89b@&X0koclgj7=R5^~6Kev-?V_H1)wVj01<2@|&v7NfT7)P%PS@<4>rOEKfuD}`!$3jd5Bz?t zS5wN&Df)pQto6fE3I#vV!MINYXAt{954Re%jeW394kI!4!ShE-y@`GBoKeQ^Vjt)k zXWe8pF>}NKJ;A&su}rd}pd^m=+ORQp&BpIZC|oXG8(DSQ^4XD4Hp#G6N_nMA<`Z`9 zu_gFG4ox9>tT+890!U{$I;G^z$AKx-nKr)}BF3e74wR0YxD@X8njJ`pOCf!C`MFSB z3Ms2e(uLzvQj^t`^URJx7@WR!Ns*dIfFS|rLS7LN5543;IT<%3HZ^%>MLE@$%bFyb z=2E-Frre7cxoqm76=TVWDn<*@{nGmBPYM>I$kuf4V}&$(MYWF=;{2GmUd9ShU%A_? zV}&%|@Uxp(A;VXO+$L6tri|tae~H5B-aohxXkwcy0Fv;nqBRL|3L8$8R%l1#W6ce+ z5ICwms~t_en{-|aUe;YZR=aBGn^Qap>!Odg@gS;;ZU!fP5Y$CIYm+$$>f(F*eiPGW z_@Usii|HcOyL%VYMOt(BHl~YjKo$?>912=;TawVcXpSj}Pkm}iVpFGmND}uX#?(y5 zqO3L5vB+mf;#`xFRaS~J*QPz2N~k^UeMTYVjuPyLZNwdC)%4qdJJsGc6$9=#gK^x) z+ok6I=Q7@o(ly0&5N}61)6+F~Sf_HFITFI+VJ)qqJUemx5-X_e@hLWRj~0Jj0fcaG zCi&)q#V5o}tCiuD@r@R=lrx_0@oVin8MHvl*ZKP=IV4hUNNbIvuzan*Ge=ogr)ol% zow@?2J)Qe3&SQ~M23U8G88R$PO04NlO!L%FO{ekR=2zX#dAeKX)Obt%hIxu9Y6M(q z7l_{jwJD{m7E%wu1RzLax?|?&|%LmJ%eCly@6}X}u6T)0E|<&&K^1IZk`!h|pakU@ej+#|dB?E$AqufTf%g?Gs=AmI&!8SD&s!B&Fmj_mQNOUZ_p3 zBg<*qEX8Y0>6=rd2@~e~Y&M_pN(+XoewW6ujfM;ag^s$b~lm^4Aqs<~1B!UHBQ|NI}HSNcRw?XOROLJ*n zBF;jj8tGF>HTH+`eM)k8MiM;GNK`Ry-f}Dwq#>H;n-b<~DKKAm#wfmIN@T(AUf#nNC@} z@bI%&Dgm#9clNVaqSH5b9~~FC_eo9*$+p9A?i#`cB}c zKS)#7ot;bZ%hzgq=vGwWzzBt^(EL5m9i4a)o!0mEP_c{;2i9|Fe9$qW^7`oHkLj%6 z9w`=osYidANk@N4@hkQ|I`rbZxszp%w52z0$uQ%5^rsY9N1(GbqEm5u@K(0FM&9lY zJATIpbw`JE6e@DN?HOosR#9?RRx$xRIP+QLc&4br*_k4* z>2;g47|~`4f^J_WXemb#=!SVbI|AhAmfY@Gvnav0O3*cibCiHHLa3vYMIsAocV1h@ zgpxc|oDX4D@~6kJs{a~@Xp1rWQG~qL8!M)hP*rbOFHb`0dF6XbTs6`bTZrI=iZ5_( zum#O0mt%GcbZE(RNpDX$%bxQFqf(lI6b~&RtP#l*!Jv>%n zcX(Xfqmwti^U>{{P7XwwEc9zyKwG*Y$wxrbk+4!n2dzXE@6F+H(Ser_!G?xKKEpjZ zzoiGs@3=b^FXJH$zOe};?Z*Qda#V+B-AaWv)juFDp0W6)pa;TXkNE()kfv{5&*zry z>OU}fa|DHG%ho2~Q!qa*ASnvCzEG#ixcLGg+kwkxf7L4qv}MiYz?#X!oi@EL+B$@K z)I4b+GI=`~?u8a29t=PW{(Y9EieN-7SSD{pFbgeo`-$(o0cwGQm7Pa!@jXlFc403X z`NfvF?6o~~jNsr!QRJ{67mo=m!Z7(DM3NLSEghp|4$pKkMgx{JzQG(klMm;zRx$^V zk40y5pr_Q8bTs@RIvEtx3unWHxCo)7d2%>(AY)N3&Nlg;bq)p*nSM6Pp12r91Xigt zX}=?Vc2NN{fn`hs$-l?-IVA<1ylkjR=hUY4}<1yQ60+slN7fL}fDyUB)D zzon|_<{?qtV5J90`BN&QE#dg%w_hZ}4faa>LIXJ6vhz-bUtmxmXb{knf*~zdFu72B zC^4-nH0+CUmmT$Gg^m8SAy+c(tY4KR5hinZlOU>j{{g;06P<(m5BRw{b;O%5z^Q#h zc=y5j&86t(57yJ62T{3Xzz6FvuO}lS)o=q%AL8pP!toqZ_kGcn3TB&FCmZXCkW*iT(VE)rw-w=UepDiA(+AFHQzXWO~>_ zO0@I^f2I|`;?wKmqY%>fc7AomwM*QRsBiRwv@7YO9wbr@Wavr1@C1#{fkp}5ql)(f zGJ5`{`x^RQoJCKz(Cc-{4Lf8^%L?vkmthhX2q8***Sv~(myBPJp?I(~Zm1zCD|jH4 z6-@TfpRCCCK&dS4J)GHNt0Xdik4N^B1#3VnTdRLHDJRQ^_7*7PV@ zuxUw~;1X!Tu92V~yh3|;Gqbw>Z~^Dq^p2_f!v(<}Oh>vFSDQ9*^;)}>Wz^qxXd4_v z{!5$PAIC@oPPeo>dk78)Aq_ZsG-=G=_-(w>mBz=0bbT3ONvk<|YXl!~p~OkGLagI` z`1K~7NODZ8PeZGo`mIPgh-fCY&?G2|$&5+fo0Ho45veib=BKnUD46m&Bs(e%(z1eQ zS}TWX%|eJ0YmoZWzo|cm_pCfq4_ZT{tl*gxE12!U`7?XqB(h`pRh#i>NJ8r88!woc z!xV3E2|q_asf8Sq8%{OzZTW1;7e%KxBpxz~vktnO2ZNyn2Af{rOCu2=Kj3CqM&T3oBZXJkN2W?|KRY!;7_XDI|F zYkrb&jGic2Py5@ql+l{ExOPWMp=;U(@eB1BltGvNygdxLqui^;kB6frA88j}Ky+`e zR=XoroG4REhB1cJ&>hf8h~`wVj{>3$O>>Y+&D`3(ILTSuOfR!Q%Zm2qSkWZ4B*!c@ zO%DD!PAI4^jIMb?*+*={L)WYRfO5k}ro z5T-s2n50a?j%&Z*c3GC9rDseW+Z@&`U{cv$(2_?;Ia8 zKxeX3*H zblrzm@g~j=V|WdIX_MBw+BUO>NJ>$^UR&t|XtD~0gb-Bxrs3|xCXJXi+A)12vJuCg zXVN*WSqj-6gs8_rK+C?#fnI__aUO1xQ2SP7D;lzA(nFD1%jQtaln&hM>C?WL6Wn$p zi=<>2wikJ27$o2vm2O>-&g4Ph{VYV$@-X#LzHCZxJy3^o2;qlkZ~dTUOv+mJ zr&?x_gFhCT6NwGPbyeDB>HPA1+Z`qA*q`e7%L{pC6`a=H>v6|aGM#s)un(O#lbYSBnkf;zHy-S;zD)Fe`~3HKf!)%QakweTifkN@ zrhy!irYVCtW%Zty89ZJo8_e)RbGJK{Y3ZAebtoK0xI>{vITrUmEaxKE<4VKTjvOA0 z=Ffz7N6L9wTpFis>9T{dqY&-JWSmg^n~S{_SxNcb`CV<_E$BpARw>Q=oWMmC9B!HLp76S^dc+_<9*dYjoUxi+l2M@9=3miVQ3~DHYTEBxK@bG z#hv#(hXl5NU{n#Iw`$)1!4c@0c8&%UZ!xuUgud=c(Ykp)qFnkEo-3f`a6LR+(!Nsb zQ>kBF`$JvRy9wUfG2%>oJmGyq!|q7QJhVGC4^ng^#75DSSik0)Z%*X(9Q8)eGr}Bo zGp*v&fhYzp^@sPA%IH46fps@I@9Rmi(Nne&CcEc5^?+2php-A>XP-W!z7kBUG?Hg;Z>3CaDmHH^>@;jy zf-`%d=OL!ICcFayazy2;0k23E=dq0Q4KfNX^!j`?n}A%y$>m?OCLW4#_lOw2;N`%q}owDaar(~flo z3^?o`K`UlFm*BM>?YuOrYW^O_N1MM~EQb*F>XO~O}z zvzw3f4n=vQAL1i7ikNkF)u_e|rMp5pRc_!9nP=v}Pnh&qoVToLv*M3#Ej|BdPG_>i1G;0-XMbF z+Rrp>J$PTGES!fRQ_bYV9b!n!*$llL6*ep`BUgTQ<(S^Isc*g1tnJ?|;%=%n{N|w= z7ZaFR@d<%~fmR+~zNYHMv{-%IQuicIb2x10z&8rN@zZB#Nc*Zeo~fB7R{B`tG`-GK zlri`=CLYWJlD;ZVhbrbv>-Nwr=v^cqaKu>}9!=vBVsYSG8aH*0Y1PpsY)UN<)Zv|R zdZ5XV+XFfdOw;-~+)O>(8AqgawcL9*SBfqR)2=z(KwN{O^yqWJJzV6BoHll77*TmY zW^;w4uekn9+(*0iHiz1!*Q&e+TRJy|-4U6+(Q&W?A$pE!&+LH|?Bk(=>E$ES-JkD2 z({;~VcqSKafXw+%y%uBmr`!N$zHsj(A7SbXMfqAseurte2N#*TzX1YCDKUWcLn=$@ zx;uqG_jj_tR0eS7;3Q44&(n#Ygd#HAZ}UZ3R&YO#Wd*D66{%B+Rr8uu)&+W-mFkxzuq;)`r}r|r?T_uith1&R=nFVpV}CuKl$9o{DRo~&uhJ3kL+(X9!vbg ztCA=?pXKPD!X+*zVf!NgFvqty4)pGub;slTW3Q*z?9~`=cYsf^{Y7um zU-oB(7x$N*A4sJW@6YHx_gc#ONa4pfLD4U#*!!0Sr09H8C7KwPFCM%#xW2qa{xF}H ztK$PRHt`h8_;>nEr8JO1~Ooi~PxVZuOYdj`NM{5yJU(jAB=7_~pFl6zf^xl#j#N()RXq ze!pYnsd2HVHEwS|*k|wekLT{-Tb1{>0%?+e5nfi#_N0}kV-$bZG3?z(7au1XkIVgt zDRx=-VbS^Mk6ib;9C@_;O~7$Lu_0H7{#UGz3V$u1WQ5@n5z|D^vX!u8F!7Jv82rgh&dpM7L%ew^{~$-*}; zhhIO^IK`?DcxC)5yWXzyaece0(xcKd9%SJ+sV?Ve=7%Cj3ADz?7mughI4%dvS$LZH z^(&OWYvy?xx5Se=&(Bu2TIj9l%iG;kt{ns4iiU^2Vi zb(#PkI^|k}Ge{siU)^dz%kDYf)hO-Bx5CDFd}HUUOdo+9q zJNE}#X%F|(9_zvBMCOmaIpzFvpNeIt!n8&~3NQO!S5<_4=NDLC^VoMUchg5$+he8p zbJ^t)M|sjErj29#j*0)<%a{N2$A5hN@~1EV$3N9p>JR_%(?9?AuRnbKpMU+=AAkPu zUw`=f-~R0%Km7HVfBpLF*Pnm;;s5&Or=NebVqadq{Pq0z*I)ngFTeiyKfeCs%b)&y zeKYJfrolm_J$S&0tDP5pJQ4kRI`49f>0XWZDb|}7x%}eZupdvBzqQ}3ZnIW1q4oKe zZk;<5rQn7m>7Vt8# zwhLaNwqG3q@OIqR3_id`h?~FzX?kI}GRvGBBko8un0-`+nZ(!t)^6|z*E5zD+=(PE zjO)TI-kBzZcrqTsHG=DuLYovcDO@AbHuH!8!iDO(JI&xub1ie;3nTK<818~4QM|Hi z%vGIw%V$4ET6@7jYaAi3@aiyjjY-{5eEBrMg<(U*jaBi3Rq-P5PBim8CW-HczKWNF z;YzCScD~lA>}|m7pqh-Y7WHdnUrp*_@N_YF0^UTq{k~lZjSb?XGrqil@FH;I>Y7l~ z4^-0&!$QjtjS?)s9mhF9fOt6sUa_*dSiujYlC6mpP!Xs07Sc+Ja!k1F`QVL&6;WT8l`sT~;ACfD?$HFO25S+}? z1ba)Q8A8eR5#@u8hImJOjk$;i<7Iqew8B;>IHLe~RkmQxe}%W|00+WL@q&Hf^#=Ec zzOYWLUVWb6g0LS0pxR1n;ib zx$AZAdH^RWSYJ(kP50X1p^xxIGei_09K{EYpvWRhZKBlGq~n^1w8UbEsO;zhccwR? zrVF0s97BvMLyRhe^M1r#;B4mYIfN(Hw>}!ZT%Ey0GaC0x<5n>qo=jBML}g7>_Da9% z>KvJz9oBgqcHyrsVv3lZ0KEx%?*ccX*>2;)lFs4AIo!Ai@d3Es@#`vV3$}1@A`v2y z2w_Q{YmoRFTtf_^AyN#&lPepCz(uv9GoBTB_Anh{JPy%V*Ez>(t9-$xN)hangFR1| zh@~ZpcUEyVc;fOmk*@|%&M1>RnwVRGxHF3jT|CjcaWKsFkB)FwBH4bC90|l+j@+WI zZJ2B43&w3Q9)f4qsnaZ}vHW_Zq2O{p!LMhM`^DMsZ-#u>H3F77AP`&`?p)>^C@bPeS{ok(4~7j}ZY4OKmol!Z%d>1A$_?}%0*~9*psstb1dCE@7kDz> z4%TMw;UX@|ZC%KV+O9}WJi+o^=-C_dbYX`s^ywyW7d*lEI0P>2IjX=#xhD8c@SEVb zA$Wux%mps&V8Y*=-PuKRxo`(hqzU1jA?QQYDunh~vDnv-$w6o*7OvC|?u4_C@2KCd z@!EvAqj+JDsv@pc5!cp6IO0R_xWL)=wF>K0;rWku%_07F5q~?!-z(e%To~>Q4~By^ z?1#XaW`(ql2VV%T2pdbAkme#+@VLUxHgr+_)#tC`;Vho4VscX?7rOf-;b`;S$2y)J zAsBV3>~h=DubQuZIz;|)J(;uIfAB0%9Q{JP-e@457$Th*BApnxC4u5Y;DMFu2g8D; z8{wZdU|a*|k94sE=`VZ6ct@cknx zkPjO#e3)4HFp;jp>9as~FU;bV#Z8EFO+)AyZ1oVX5nbRz&~sZyBAkLHnI*BRJM%PN zC@|=hsLReUO)M0c$QX@}R8pN*Cv&l&=`YyH08WIPAYXmV#VVrnDx&kLWyGEF)t_9< z7ab2M6CBLq1;xDzabt0zd$2MgEV(*@^O~NEIh*s5W1vYvldSyqdFRD37mH(8@lqKc z46{qVzR3)kU2tX>BC`uV)DJW(gA1P71kY@OXEwokT5z5gJg*6!*96aNg6B2C^P1p! zP4K)XcwQ4CKMT&!LM&1T=UXB2tq}QEaK06sZ-vOWLgZV)Gn?R`-#KEeS>{929pa{ zjbuETCIwA$RaeG2!~x+e{ThCWrl7@YsSG!=%nD*d97-k@j41ni8CUWuI!C!b^bNtS z@{AG0S9GhG%o59rKNTm8DBc9#1um3dfunLV3+mXxa4?G(fmft)VH;;Fm0uMAoKNv1-gDx!JMXB8wAEL6OGHycNl)Na{ zoN*V8;=&Ft?BK$uT=U^LB!lZeD#FInCZq=zX{?|*!^th-+@8)R zbT*-PLCy~9?4T~1*%MWa16hJK57s<7!))^4`h>IM$?ci!{K;h|mziv=9Y}{*<8Fp5MvO)FLwE@JFWYn=q!CpciUdFuiao zuuO=mrf87lx+a&J+@+G6V@GttS(zQvQ^fS-ZIKjf9GLu=7tC?8M)gkTR6+{p(2g8kFZv53>K*iZhtqA`wygNa7Q+Qc8_5i-Z z4sd6ZUb)QW|9mN(#77ahpdWYLuY)#<2a208n3=!@y$kJKXzwBLWITj}L>IVloZuGE zg4Ri)eG2vzR!g?p?t%p`E}6LGjd&9{df@JZ;xe~YUXd|AEMR;%#wuUwGjV7J@npOS z`I-5HI&&?>#IYF?7c9msL$J@37x60ayEfMoZY1uaSQl!#W358agwQ^OgG3j&aD_-z zCq>ITHd7v`ie$v4+c>0I$y0@Prz` zjipyl6VCz|pTI$JMPo=an0@uMh8so%vss+Eoi%Z1#e-RbH4JXJNG4BiiwqRsy`bTC zgz-rjfJtijbmch#oR_57%@H>LU3i4mD+VNwc%Ud#<#o)W)foq zm@&*GF3jbkq8m4Es|+_*#n`$gDr)R5&h>Y;qB|Qsm?gNP!A1;j=wSDcWL1)VG=*6*kY;C^ z#&5ou@gQqF$nu3;;}2qxbYtnxFe_LRr7Jev9>5Jho?>GE-hyX~!L!8>v&9gz#o&m> z7b1->L=yQ5Mj_^kAu`wyVJA3)<=ctVCIZ}+^DMs+*5uCSCiDfx_iq(-6t0T#)BfOt!yl+Xc zsOdNaZa13izP9mexWuyhhuHQ*{MBODvm?eEd?;=#?p$gxdlZJ*HzEgy;^@1unWnu>XZ)smaQuuvrRaQYe$6ZBw*ua^GC50e)bP;o|E^esJ!A@<~=$ z={?arBGh$R!TCNj2Cix3g3AidkC1!8+?=GH;XrtWzJiMi1eXQlG6CYjct7qq1V8bv zxbp+zDDEge3d2l3jCCA>JXqY=lEzJK#?oBoOpaVUTJHR4x$~pt1b0EsZs+WF9!#DH z2P+>+dsMe6Z`ZInS~cboL@e7e)-(R%jaHj z`Gi>5MR$NLxKKhcck~@!3odd{2%IfMd)$5DwAbO4zh6Z(GuuVHA${#k--MQ}3ETxP z)SMT-5Et@uK1h0wfz=wpa3Z|oUFD@t#D$X1Hg-W1!UlODO$yT|Yg3O(H1+5#{_xA| zVMoF%(+fXaEM0hg#}y5LmvaN`2sh@Q%NYbS$x0H$Tg}dIH3K|YmF17(a<}ti%_u$? zccHsCqz_gyoLM3mPgXveJ(*<>6P>+RJmZWww#T~uM&k8A@tfaW#YKaxzGVEAxf{oL z<7AmwlJVLE-tYMJb5c+;)k3eJ0ZpO`Lfx4Tpud{ufSwdJK99fddQy3tHr=}=1xlxm=x?_il5z$2OFkHrT z@!YMO7%7cEkO1`cVES5ET=nj$O^9ef_*nP_4uo4{*qD4xokL8WLo6JIm^+6^4`FwV z>okOx!%=)ql7lD7!N-;nuSnw^;b7_D8ilA)vg#>RPi9YJSTsf^;=7v#UzR7lpz?cK z#d~HBdtja6STIkMk~2xMH3s5qj7v@>dBeSe#k7KAlzR&TueEvW7EF1eP&`I2SrXh>KE< zOEor^1;cDE7j5BeMrZP1Zwa<;9$aR!b0u3bu|jLmA-ECA>i)s^)IhpahMD`d!(G=) zp!T(jmRQ{!wo1x^@$DxNpCc5CJL6r*&(R3zm+KZhcR_GPc=;kPpc5RdVX|S?0DyQG zIM#HDDEC4NGO&d z#fpUlDNfMfU*6xn-@VVX|Cr1q=Va#0oY`xyz1ImP={KL=&_GhBP68f&MW}(wr;b#+ zAI?cK^@rIw9$0UKjT_C+Pbl4iH`(6F?SGZsW~HZunK_+XY_Yyqm2K^#!(UpCCYth|?>7v$ihF)x%ikvBb~+2j2yuI|Fs0zF92Gxk$iN_mvs=hoFw1R;1% zWTi=raM2(LAd3rA5_yb#4@Us`H0ALE8?NL&K{^vdgEmrZlXyY@vjH~!XoXTrf9;q4 z+NuaaQ0Ru);0K8s*WIy|$X<1~jIAR_M$KW%NvOs5jt0g02wL#}HCqxA50os~+7lyO z7@2*-wp(4>1oRQVOVMraBAlc_TB^V^i-VM<52b3r%i=v2wyi&}(9ZL7LNp@X*<|5k zhPKym-ayQ4E9JF2{;tdfl$U{p8JBQ5#%O`;DGzu6aJRtUol0)Vry@vd>=Bb{IE}faD{0a z`3zGmJQj$zO&BC|vtOdL%v@40gmF`xS5ZzaDMMNk28f@T@n^{;?555Gc3pRx$5>mH zJ4E8o7G!Epn2wu&Pcc9@mpDd!sirQoT#0q`(Pa}=NpA}DDxWJ4;qD;l2YLkO-Tsi{#9 z3LI*O$GDdM_}SrehoXrx16fqv!V|M zxC#hBUmA>N;g4J$rff~bHS)js9X3^G?4g8 zO||AgM_6iQCu4YshHz7qL~`Y?y@m(B_@GukbCMQQ=2^C18gqbxm70KI9sKlLQ`R;| z8sB$Khb-SGNZ>}TvvsW2`*)vq&C8%2wHoha$Z*jxSs(5KXV&d0oSbr=IEpovFfCSS z9SNP016Ln66P$SWGi{p4ny=(Uw?mP^nr)D9m+?>Fni!;-wMZ`FpQMd8$|?IJT+60@ zPXK1`KuG7)mG;PD!5Cldh*DrFfPcE3ubuOSMQr6G_eY1?O5trJxp}S|G6sutPgv$A zg!0o$2%A35TozXEv7qGgrQg)+=peOMnELb9Aoewxf6<_~u}Li{pau+riOj(i9V>KA z)lMXK#Q|v125?qu^e)11Ni0%E$0(7mL(3a-`Bxeq1j2(Q-RoL`yfr^J5njQ74kgSx zF{Dbj*zKDOg8Wity4P4V9!04eKKFH$eM*#pQBtc>lAhZ-lzOZMDP5!rj{aC+m2Pq5%^|H5kApva?a)(|WK>$qnr4c^ zsh4xnPm_!}bs_H+ntN>CJ~7)i(XuP83lElXB@tiMQnbuYu5U!5kZsiW8Uw&lTxB>SotacCCV}$<>7^V|_n5`C85Zh>}~5NZC>_LBS3PD1{D zSP8fR7iw$-Dzv*^(sAl*owd?54m1tSaVuj`jG+|oXHXi_DQe{#Silbw9xEmKT;?eb z5!E*lFwNLg!Op)#`DkXF^Ag5inqW3k`ZeF_M>kLol=s@V%)&M@XxEbjV>*hL)KC!d z<;P1I&^KB8iheUz685?3#E8~i%b@`g(2*qpDsRU0eMGF`4%bPODgt;Wq@R}~jr(G0 zzxP8k1PR*<<@XPv4SyNm^Z7hjUiqz*`NUGcxh5bYi0J zcEcfa<$gn}xM?=(v%LSrhhC9-=`V+@L3AQDR6KF~J3;Fw$tpb`4p@Xk-LhCrAO&69 zV#ty88alw~O=teE=+6lfHr%Ubd98KzBHaFLr-S2yVSMwuj%>z}btv zmJmU#&oK_GWKr^sYi`VZ-efc&-yAL4H{2<;lQ@Wx^=b~^T_-3sTdD_gCi|*s;q1!$ zo72;BXL(Q)y>?P9-???lIyV#ExWs(tE5~tyO6hnq;oJq)Ivy0(qs1e$qxBX)5SCQS zT1t+0`M6gc1h4}^T0GY}VQ+V;v<$wJ9~5)!uyX^pN?|zF`A=;>I(ii95W9)i)ePrZ zC)p;H$%EW-OeZAH0eArWHW7ISXm4ZG&q^`X7Bg$jT{+j8o5kbKFJ>r?js3|I|_p?U`X;kP?_?;21ASl=D zS+29nuPlP8pH2g6a|?myNdYO?#e~O`GW0$WVbfNtB;!5nM;s(i)ZNh1|R+(TL&mk}`B%5Zt%GZ{GGx4h88T*kz+7 zAv?df=HGpGw*=nL?7?Dvy2)(N1Vn^^97_bILu$t^LlH5HE1NN8c zN{)Mbv&|c8yJH?YKW5Jx)OjvbwyfL;X0k3EV`5=)4sjdsW+x3>n2)GlsS_DJR*()JlI`FGoA(~|=R}u% z(=~D+Ym2m+!$U7ua6d|ovl;b;t=YoXK*a@4+TV9V9TEftOIfj&xEhD!-9phBeQbMM zh#=T;M5;_XEeTs79G1GNg#HyXwL3 zLB7RD$FCr@A@8!n+6g=tAxs~rK-6t@8J;fEy9a$eDo%`e&V7vJvm#g;;$YZtSq!&+ zHWXVDm*@_`Zi?y;jF6sVcnd&@0LTUtyB_Z1`b%5gb3qn|S5cpYPuNIaOEtT&0hUaA{Sz7~tP6$-c=b)Q z_`VapcM|ol{Jp|7EnfK1lSAlF79%0r>si6CP0F2khhb zy@<@>s7<)RvpUy>mO%Cc;q+FBz;IA{Q3V#z{qZPaNizzn=*|}HNy@T zQsc<_uvs&;N*eE4z{XP-n@l@(Lyymb;WGnn@R40>!zu$q%M=x~8hWyRLZTh9kvuZ` zglnHr=t5VdU1JHq3QVkLLyP$LAAzWtAG*4sF=s{+g zJah#=(f|l+ZK)XldCVX7L~(wvA2;ruL$qG?%D>te@z_R5m;kJM&GogTfBS?yc}OFF z38n5D&amRQNC_RIFD1}uV_Pdt0BU9uT3MW6{5r>k)eS8BcVNefy0Z90M$&}M3E8Gc zO>n`z@@tgBlJKi-WsxRLf!H;6M06uspvWpMW&u`0_-HGxn5L9K1IfYqReUVcZm#To z{6pv0hFES!cr2TNc?n-Gxjqt_aA;l%j3i4y!YV*@!zgQlgg$x58~jf5x`&U~SQGFM zhAHC(Tf-&?1?3pXZcg#)0W_v!-tRW(%=xrS|Mr@dJ+UxN9k~VYK0ip7>?f$tMh{CA znU=(olqLveN_s$=Vn|AL%!SJSG7igy1KE(b-Vz9+KCU1pEcAD<3WNFrR&9pG71N-!&si zk%ov@pK6rDkWOKIPa(15tUavibvtu$5eF*lBxMo~(ly-3-+ANz zT%p$E#lpUTX>~%68Yj_f@&mF|jZmFB+&G@N+W8eVS9g}hOIE&yUfXR99T6mLEfTOO z%=Tjs+=?ZtYP>C*cEIc8fV!QSqr}&&x)GF13_b#1A~Hh!-&<5kgkfTZ!ss=X1H7F* zUUtNhOev#a$jY2!^?xw>LLzc*-H!`h9!DE-F#4bGvCcA;rGho0zW*SAwn~oTS>ko# z@091=vgKH*u^8h&_TH9TAtT$@^3V4LSOxOT;oN+Gh^Lyk2O=1mU8d(dZkshny`#Mo zEn!;HPZVRZ7iDXcK{cA$$Qxj&!!U&(C)VC>P2^x>abw-+PX&5yzcf#f%Q~|lVJ`lO zWsFT7QDj(5;@hGVdzbt_x(s-!9eQE%PbiaAh9Wt!_UmK$IzwQc58Hc-p9V1Fc0wWA zZ4!P{*?!e;#c?xN3zSs0KCJScB3o5yl-%U0TAV@t$?Az5TYuU|7!OX<9gl?GN zM~C$GV(OghcJ>(u*3V?xAf$kDQmwv>IC{BrD9k}VOvH z#&h@x;~!d+)`y9J2*L(PNr9;<*8szbGO18BgMUSWiVUEdLhaYL>~lyKl~iq3KjG^v_K>V zO@=L`R*DnvNb}Ll;x|y(WY(v(2dSw!*^xDioLkx*O1wNMGPGcrZ#US|%VS=oUPCBS z_vwaRYkNhu!^26AtvlC4-11b0KC#>H$$YN7%GaM@YNSDT zm`uH*iijDkkv2iMjUit5KWrJH6Qcui9Q5Iem?)|l8V7Ibc+(te7ZlC=_A+^VPF}tp z*j+J}*zM2j-QvHNckfGrnHp}*h*Da0crDdDXk*o0iS5PHc_NQH%CsgYbV;q#&_*;` z#nFlSq!1&-egMWY>rVsgjyX(H7J2z0{-^)sJ-6Ewbn6QF{N?|({ZPj!$nb)H$U%`Y}Jl=#t*nv6Xr(@gFN_n$|<_litP5(}wPTsk>p(J=)a zH6o;_%tyk&GFJU~dRRy)VfKe#HHO{?&5x*TIkKd3@q6?Y29Sy|SUP#_1a$8dZAKgBZitOw9JqA9K`!}m2&9hX7gY?4clzV%&JQ%l zLgx7X`zq$cASJvlXPXruuJP^2=f4(BBWlS{6ep zM<3|Y$zeFyDBTkV9W(LJj7J(vrmr1Y9l@M!!sbMl=->Z3y%Pq*Y-+Y#W%)7dguP;5 zhT6#-lZjXI3w9t-YWwT878GpEo9n)@%=_80oMJ^8zoJDYg7`$BvJF;B{VY486s@f+LOKO zSCmS;A7jW$&~IMM!Q$*i$6hrm9Kti5^DC81U^d=Hva_CoA!nIFvXeffF{h*Mt6Urb zGc*E%w7z<-!CthhPJdby{PVfwLXI9t|4WkYDT39R`JkI}%y2o3CwP8&Amb`}x&DF0o;2XDFtUEZ|*n3!VRgc-+8)X(bThrz^LccuHe+eAi*QF#;}Ik2RqK#N3p=hxI> z<8OQ5pvX3kE{}5ViuFEm*xrEv8$oRCy9wV!9i;0jO}b{yr>CO_-&q~!XMH1eu*2Lb z<=yS+0M4^Tl6;puB4v-Eh%o+X%J~c9^)u!oozih1xW^E1O6c)gBICv2R5yC6JEkO% zTI-rS{haD>%qpta;)qbeWu*eIrdN&tDo4QWLmm$#*WP2HTw&f_!P)No!AO98C*-}d zZzDP80N5=@)rA-uOobE0cTH*6VXqB+_VfL!B2Sk#rv%DK(zW^I__BZROmPJRBo>VI zPkU%Sl@@wD)@c`$t534AW$y?5XJIC69OO@b&96SVnu{j%Fm&~2aQC+c=e?257kdH{ z$kdnXZr20|=bCI1Z@{!vVM9`ygZ2-)C!7Ncr!kw{kYW3l5!n{*BmeTbq2~9w&Caev zmfyfqT-#M|C^k2r4ncev!v+`Ppn|C|r$;d{=TbFg5tOJuUM5<4Im9 zyq9kqRl}xkjwx`qIffVZsMVQ<(!y~T#ZA#42ld6(zeJ?)e}{7G`ot?hrEA%a0^faf z7D!wJQD`8w-~*3I?acn@F>Z4FP(+GU;Y;VchrR70rtM6llV^*eV93J!YeMfva(_+= z1yR3g`H%h(?GCM)Zj^xiEJPgUt=T%QbU9dqjWn8+<&K zWSpzkCf#~SI~NtxC5x(ls^db++&{ctnL{P0T_^iDts4tdg_#`^AHxb}J-U^ZnaGXo zapM*_jzYxgeieHpn48SCYvv6rEc75LL0fvNCIazj`FEou_1(jhjDxl5LHieHRb}d^AXaI-%o6 zzFDc8r{$Er@T;d#$J{)|oiMRCF`1&E0or6+pZf-W8%SNyf1a8*sNTrU^aU6WJCPfh z%$mI*(*QRt8*|G@r?TW~l6R|j;4_06G~pIvMFUinmV*c#>7Ql2r%JA@zX>?N|e=`elGU zBVy1NRI+**_wVhs^?#2kF%pL4uVAz)#7EQ4SQi(I#hQG-x!m?{7R=Ka4;vx!PM=V#-_K6?Dc``awh>>p;-{)n$i8Ps|u$-l+ zuVM#Ru_MJ~)buTW6MUNHOaF_d7&OBLM-@QRPXv&536!!;B)_kZ z_fuNhndX557LFb04j&{hjT^Pl+fr~2u)R8Bdljt^k5C}}%731tKxrsH7E|a`v2qjv zb87pcidEVHl}4I`u7MlP=Zdg|wLbHX34sG)ByEo zN4m%b^Ddj@JX$Nxm;F*%nlC4dP}VL99P90W>a|Mr^MAzGn^rXlLKS+$doq7jcrwfI zqf{8_KX3Kzn>%gC4C3=M?ukq?IwTQ&?nF#bLTD4zgvN1lWEVPy&oph8*8RBW#1eG! zS@s_1d9f08&3aPE2NZtSVA2Anvk8o!E%d)d_2+Wb_^6b(KG%toDL%1*{loAndx>x& zUX!Zs&4q#Z$5!~_q#WE~$YCUZx=+1g@AV;T3p8G|ctElBCpu!IOjdTGD}msSI@Y z%cB{E$5!2+5-q# z5piQ1mol4co@G>d=D{ur)D|%O>W|dm1u9?G2ysZ`kU=;^g!64nJT&+ zkQ3k=Y9hNUJ?BW|14)Tb;s6+ZA-rnm%f4ACq5<-y92)!pIm*wAL&j;K0>d3;6AD=h zw4HS(+>=#`uY~yGHO%I7JnbS;tyA4dQ0tf9 zG*;##BgW^A$V=_VRyOTOJzhvmomh<6FflNV!ZQ>@45T%ldGI#f?(DeLwP}Pye7%N-qN7&I;6 zN6nAh1aTLkdln2;Ksv{nPLaJ(`Q!jXf3nXdkaH&Nz@0bXn8x3Z^7Z%O#E;uo#m1GM z^zB)`_ueY?MCH@;;ixpdBISUOQ}qR&SZ52US zM4Yx(?LSTCbn9yhY%P=qJA#fo6k}>lr~}5RH&CyF1MMVynV$?wDj)x64QIYUb<}5EK_dJ_{Rub1 zmPP(|!}B%`_aW2LG=0voH$0$(hE;JP!zZ7+ML4BZSkKjl%iV@+&kzt+Rh_V2O~%(G z>^~?7R(){@vJTJ1*O0gV7850-`S&xR{nhR|Z3tEaGb!EG07$A<7*BT14xCf~qh{hs>Q#d0jknhgCT^|T_!rU5zQGC!g4s-vmksm$*K z4;#Lz(fg8?;;;SXqt>2?zcw=NN0#mW6Lhr0G2Z)>&Cji`>(BVVZXZexL z>@!tddss6iVi?7#lyDf3(3|PL=T@Zw?d0z5)*le_$c$wCL9DwJDxRiupY?4c-oo{QT zT^fnT(9^9}uLA1B(H{c_#risXu|7ZIzc2^n!TiAUiSR8d!LjKGS=A#_8+>X9VaOqY zkyQAMih)#w?C{`ccCLVLvWo;S!Gs=#w@jxU45zZox~kZ6Cu=N~KBqD5`*T}<%1dO* zYb1?oQ#7@Ny5!=?r0=(XLi0&OBtCN-9lMk|QS9lq9)jLyMk~z@xz3T4>;l~%vXxXL z+US3xN01!ajMxa$@$hkH*JY(iyj(?(Q~dNJYL6AQT&Xo_Ze)8sPiFKYlrhW$YMm>> zP=*gJ5Apb9&61TMhJzaGRWp}-OBSz>gZkzAl#f~NYus3`435{^Gjs9WxQBCty*su) zyhPr0{QhGe|6TCan=SM4!LR?G@_WKY%s-m)HvFL3)`)H5RR5c7o4Yla<|i{xKN8Zd zjAh3e-wJw?zraSid8U9br}4&F%qZzgw;>qH4f6K~lpB93+ibkYBii0gM`R2B@hWrx z*;^bb`76lrF2}ZwG4XEvf@WU_WSqK4?dGLEXi7H40;12)JSYu z1Oi(SpsQmL?7bD5WxE#f;;DO4L*9a1SR9M_I^t=R6Dcz`v=_McJ#E0$ z({Vgc0yrxl-Wgsm?ZU7pz&n;wG_kHiz1!325Ah;K^wpTSFVmd37g6oqY1Y#13gHzL zzC=Tjqx(#7D&+vfX4JL36xdvq7A`}CEl3e;>gY{H(}H9P@&yI(k-%r85^Ua7Ngcms zu_pWaXW|xk;z*T7POUyHuDS2jLEElKQvjPYSW0g&R7ol2nksE_O-W8$WW@1_wrD){ zR$9Ftn|>?#ms~fTz|mn^pm)c&UdWrFjpSP(%Xo-E&X zWXmDXYgy+)ko276@iL{|>*$$g#N-p{Jp!I0$eMzh0dYP#LDXML5dmq;PmKk=pRT+r zbtcNM12W>MecTUs-ka3F^g@f3WrDz@Z)MC<-R=X3E~w9MBB zIz>dY8t*CCc=>80jO#ZoNZjQO>rE^MZM|u?`1orTsj>BaS@tw^R{I1-!Q(3;yaMrqoaL1JbLB|lcy1Sjz_hI;y$zq7Bau*Myf}W+P-1p(PrkYacxqdtprxsNxV;0QCg5#7vQp@GN+c#0(roLXjI{p&vL6-Tamw7E;by8u6Iu+u z?7`+%&OrCW;qIJq#xz#r;kss=TG1Wc(?6-eImI?bMuQ=6S?SaY+mOhkjU!d*aRhEX zxyaK@2CDdFD1bV|+EKcFOu{ddVe68Ty7v~#_FNuYQ?t4Dg(VR1P=}?O{8V20wqhRb zDb`;1ljKF$QyoBKq=**4Gs@}UqtzQh@daT+;E_0>?-N{=A>rR_mteOi9) z85uIVp-e)nys5#j2e!)eT6)nu7403Bo()@IbK}9u<{jJL9x(dc6TGbe$e_Vj`W8Yu zd`sTa6Veob-7}qu%*Hlr;Ae`h3P1aF%D2>!;v50I^NxDbuZc;@Cb%PpMSsn+lI1!Y z!c;p<(pAAEx!aZh&Zcc`6G~$HqYVXI{;d1zehK4ZQ+Fa@SD(jtqjT0BojwJ4)yFJG zM)RP=a39{1zQiR-hY55MqWJ(ejgV8-2`pU=ty@KWad!LG5|#sx_ZFFCgPy`9yx;3@ zWp~)5VJn1iOjQhca|a{bxjO$#eHr1BviwqO>QT_7KZKL88bO7d0>kqZry4a-*3Vm`6o^6cL!&$UbaL}>vjv^}Y|taZIY7c=$a*oc zhs`RjKd~Z)6zN62%HxOpn~t;x!kN zizBhu6L+z#HPS3sa;l_nX66 z7Zy^?Q}OZ!72<*%{5B%&YQ*j26RZXM4<0WrEnQ&3KU2T9FPxxVl?xKgofjjtbTqD6 z??idG_?8Vl*GyYZlGRljr24}xD9_0TWcd&SaLi|muN4$i(`LmWw+8ClqX?Ukdv++# zXoJd`tbsJgADTAd>u=l$3d@q?zHR;eJh#@G_;P$-*7kKVqeAN2qfb<*d}!PRuGocW zriT@Rq;DKuA`J~gZ=?py*Pv}WH~Y@a+w!Hk2~M3=%nkV3^%flmCZ&+3C_pq?GF(J; zU613D7lIW?Lw|}*_?G}?5X+OsBZo0eLW8`bzh*=ozWmLRr`Lher%d;+p9=fl=(64W zQZ=$O5Ix9OD2y}Y>nn5Ngq=<|)*gL92)^C%@>u?U#C>GA(8u{+Ncyoi`ls=hW2>xE z=giW1rx&;3m zo3a@5>}Xq_z4T#@sqKh$CYcauUBCV?fP93_rl(rrMpeGbJEZYWJ_X9!*Z^;2Cpj-? z`V;7f@;Yei_u-Q1 z;LqxlcEWe|prLdYHumTrnySZ(MB>)nQ!bxRD)Zq zm4U4hV9BULL_MM^*mVu>>`O&gMb|##9?0``cwP@3GA0Ca9I6BzTxI>Pt3q35#{7u} zm9Cl$F(aXe8VpL0t#1Y*$xb!<-Kn0s5(??yU;RYSjVlMpl#m@j96-MYFwp3KXzzpEV5{e1wS}s<$S`<5hWBb@PlqUH}`;c5NQ?^3>(L&=xD}~H;$Din@BeYwD*g6TVg1%%Z2^-aMUkLOvJU*^5 zLXb`Nbe%UR?)oPOn*?V7;bm4LmEs9j+l>;F9+jj{DPNsBu{kXpF68S`#XY!d$D7{O zfG8XeuSPp-_eFgxfW8F3xOv3Wr^SqJkX}>$4KIxlVuPm-CP}kDa@T15?*6ACEZ<$p z?9)-@c^F#=@Vn)@&NnPAXa9{O-;e#2?%Wykk^(@1RTOyJnTm1tq0!~YR~afFqwJuV z4Xit8i;G>?y5R6)uafH-S2*&h?FM|B4ZTLG%C|}m;3$NxOfWw0-bQz!Lv$+#`i2j1 znfs;>9_TjeXYmf`|C09hDC}t5fmNI&kPc)V3w{S0t$38!d1c0>n@9(IAsxI`Mg!>J ziAcuhiWEo5n5oKcVmFz^d3jhczH2f4JbqLT+YF@48Ce4P zkw;VVR`0M;@Ko9;cfgDBR0%jecFIH#=*lK>xGK(XhPk~J&_9E`V(#{6D!c};F>LH`m4(G^-|89xkZ-_fZ}9uIN#ZhD|50l!0bc`A^kLNA_HSXvkY=nJ-tE znC14r=3ls_(GN=aCRYrRJzW8pbG5wi$#WT> z%HAaqTeskyr-i`+S_H%&xD7e53MuOPbvN0C5Lxr`w1GF`EqBF!2%T_5XH47f&avK= zDvCSn4>HSAo=M#}3TMkKGcH=bjT^UW4ZHg_u9OXj!X=8Qzq(<6E`-bU6=k^X`|Q{& z!{QGEsa&5Cqh-26*IuqqGh+q!zlh#f)(;pc21lC4KFU9|Fm9w`z@>!GY(acZHfTE7sS*gYz2tFm=u~ifd_s2xc1);)FDl&tgYM<>c!J7K*3spDriuw988t3asR!Q- zueW-FF6KOT{YqAXgSXo&k345F4X+2`oetx=DBsGVEsw$gSwHsM#?0B(v_PWFv`8j1 ziJbK`zu6qCq~l8~ird}$fXm})xYF(UbW-s3s8#Ug8Fr9w_sgt;?uK~pd$9U38Q8^v zgs@kxtQIRhv!QD>l93_QlY99$sps~1*Xj)(4ek)`?`Cu3rra&EEvO9Z&#IW14aU|)8nYp?R4;EtXGS|{}$EQm4mYYVu3S|B*h0CN)$kIPO8B2wWg9H!rwzn_u+tVyj-!mP%;7V1V zCzm&IKF8yRh3$+o#))t*|7w|5-@Kjq-8{Fz7l0MTyeRNia7*I&#pQ>RL;k@RZ|}Sn zgYq$gyJJBYfpeYJ-p9URrMc$lgKL>^$%}%`v*meX$4wI9@h#D=9->eNA$j`_JA zPE&_S`kaYpmHK0A#j^W?L1>c>dnMo>L`ZiKwtG=Sx8)OIcV~h@j1!lPo!)|%SBi!k z<-~z|o-nX%0HfR?GGk|gpThqIQZLVkUWk2INqg6Fxw>y_YtE|z-HFRyI#&Buv2%&y z=mEs5bC;UUO{b?8W1>G%sTio!U$e0}RKCz}kN+FaJNcEsV6!|tHeo7n zmBs?t>mdl=!yMH~ISO_oS~ia#vfcOZ_>SOzx|QXi`E6Ec6R{b&Zu$>*=kE76XF^u@ zx4Ur9n7y0*46B~IB&)mI-IWi_LMZL=A@EC(WJ_LJt5{frXKqU))t>gyocc(+=Fz9uU|(xZnjc&AyGQ_hs1;&(4d< z&hxGl6RFSD3MgALrNGu0DY5p!6A>pdO{uM~7fGxdVJ9ZXRq)I+g?k@CM%c4HG0r+k zZ-wBN_Cw6>TziW&1?qM>L+MO^TnMX0rh9q3;og(mbuAQpk5wtV+}>N?svXTxnz_us z%fKG?Iqwp3``kM}nsK+G>$!h0Dt#Y#CkB(mz%zvI6^)m5%kMGUSY5NZo}1GX*L>_8 z9L%l18mfP{5m(^qeLG{$eUrjtf>gTqco+DZp*j8Z6za2!bQ>GIYdZVE!e`?kl%A@(Jbk50r$&!b z?(w(8?mMLBw#1vo=_R|{!PF^~Yi*oZpuE>f-Fbk}C;1mEbC3Px;rY9|`3_116GjCN z1r%Qsy$QE@kI#{C{nj%AxL(0>vBF}$ogzs5DlI4HK~Y#}nas3t`s^BvH7vm1i{H>i!^OZ4%(=wV!axDCE&=zuhin z-2F^GKwo^=os6Pd>4in2d-N)5jP~yg&T0W$0O#^-~i-4$$6}qqm7(gJk(lk3@rB@$bVje6q~pm|2`6r4SrwKHjN4;5%h&JUtlHJw^eyq-*Hcj6bG*&B z&!6HPO@)c9l86QCCCyv4`syW}ZA>~Uxcd$TX5C(t@82!_D3f*DtF=|&?M7N+Mm^tu zQCsTCIms0~$yz8g%yMJA6!&GjsFjnSR=zyff28aCMlr8s+^gGC2eT=CFSqbT*;;vR zv8r2<2dtO0)%0t3YDNFen3$U9w>yPr2aIzP)RzG7wFJ8Q#OGbcm-^e+WwpUpe&vDn ztkJ7yQ2RtFW4@JlbKWC6U4ILRGVYF9P68Z!citBy=QG+@!xLd*{(iE%IYYDgaN{k~ z5_WjR4Da<#6$%r%pqrB+SODX0ZR(QG`jwyld9@+sc<-r>+v+z9xLpujS2o@2a$Z0M zG=2y@p>EmQ3OxzAF5|J0%y4b*IyClL8BTZqRxJdN#Wp>fcnlUOU11M*Uvpxc2VG(d zv=2RfGE>goB0+z9XY)62?^T(T+!57Joo`lr{GseVo#P5IS3|OY={{?w;3wEn}C-?hFpxe0;bTN48 zlf}?gM$h$JHF<0B#$s^u>-uWNAlD>z$K;dK1-{Y*;C*&P>FV8@`@Kk2sH6M z@wAvVS85qblIpK27|JPNUphy$NG;t(`upzQItHJ3f-f(}R~6+!^70@hnYsiz3f=gq z;=%sg*^>v?@LBx_t?avecDMh#CP_Z`le3FYTG>ZYLsyu3rT=@5!rzAq(u_w<(L+hK z$%8xS{|>Pvv9pt&p&coPTB7V0zw9k0)owNh$p;DixBnLHsKBPw{dbN{1kM%$gBC}x z{kQuZBj*2SoXy)GleSR&xjSDza|rVnHOOVg=A*ugg8xMgy>`9>ET2bfCyfAC;c{c_ z8QtAM6&D4c-My|20t!zyV73fv{-{znISejT{0b*uF^M#xUBGZ< zBG+?;dHio)w&%fR)hSq2Y88HUV(wk9aJ!%KaUGa4u=EJLU|+2=e%5*^k>HE`SEakM zdjdN61TD`vTiJ_K(1`8f*>*AN5jPD!z0;}TA1XiJP6j553Mtl%#s>-XA%Tf@&-fZs zfHQj_Q=By!L7fV3kM;jU*INd~6)s()zyO20yF&;NB)AOj4hg}76Wl$xySogo!4fpc zAi>?8f#B{gA35iJZ`HkZzdutoHS=TFUaMF4?(S#pxeVa5AfNpwOw#^{x&vt+}to3)<5wg#CvR5>A_gB?}w)L{uq7o+s6Hx zeTQR)f&{kQ=q+6nBf~CEv_r-%%TG|_i#%s%3OAwO4tIp7|4i!74sR@UufIZZix1Wk zw6h=l zAVKYQB3@T0umtX{kGccUbc>YU&BQjkuy2!gTuX=;Wzx(Hk9LwO_ z9QC!Qyq{CfXMrKoYU20fFYgDGf0LgM&P96@KYU@FJ3L29{~p6QJ#qTY{AX%Ew0Zrz z?P1-L9yuw|&W~>H_iH_yJ7>IPmvr(OexSjJx*q>gXVS~X09CyERlEitOey}kj-9Nd zca5xCfMdq^)AJkh@fEW}>(@=O=_T*X)*6EmhRj8Uj=nxUtLm~Cp}&}$=cl_Fo_qIU zH35%Da)J?=TCX}Js%;8|6!!}`+e#vhaDNujo!z?ccY3{&Hm8GG=7-^UU8VDkEN`>- z`zL3q^zD1PV)8plBgWRN%g41Nx%qLvgKJMe7qoF4Mz1vftj!>wvljQrUucaXtb6j&0?|3xCrj{J_rb;FoZrV+5!f$KaV86#AEst}peE0zeE*$3a z#B<_qZNUB~0hAwL)Aq@-qxRgzV6nYD_98CXL25Y1HZReF53i5^iDx7av28M2c*C}@ zE|;$S5dqITW-U#p9p~EFe^Ij1h(glDkJ+_Y{W2%nU&l7}zGb)(*yIX(!$ipm<_BpL zRy(hRv;BBu$w(ICX=_)TzVqnp~24{ zL4~|^+}5AHWGIyH%&&R*cS>2TH?C8Ya~Le`>sK2=3GAnuiDIY_r|bW#cJTgkd`L}vFTt-&Q4gYr+8UysXibVBg&6O41!$*g4q2@GCE zmfbtr4R{7ezMv$qq`i~m{QY`=s+H);TS1;SbT|6#he3|pr#`#aY`o_$<7nT(O#Q;; zD0|`DZU!JN4LfVp%OsAQ*2b?*(|{(Oc@}rS@6w6$It{Mh`)>iHj#*C1J#7a3I!hzG6v}x9q;NI(S^UEuO7UsubLaBfD_2@NJCJC;EiBhlh>=$pfub&;?_hBe97O z%yL_$`m3ed6|yv3K&&TSZJAUzjaWa_h4_ zV$r*|EqK>?mxp#G(|1T6L{#hF+o$&ZD{!_fjFGEqdKx1kl^r@`1EvDE8j6+AY~uZ{sk2sXT+ncm)LS_&$A=$42r0qKM{V-TB*qu^~{%PsK-cUhq8QS zZTt3tx>OQ5&E~hzouT%Q1&lXrrm||}15XOosh`FgL*Wpx4F%nj4@7i61WEy8Q9(Np z9m26mj1(Bkfl?9BI6)BcN*tW+kfR$KjNpjM9AQwLGFC{qs;)oCmYhG)top|#aRLn` z$2GG3m%&%hM?ByKCfNS~W~IDoNSyWvg#YP@*F&&B1D;H_lu|;+2v9{jo!=|*0h_a` zYB(!L`LGpLI6N#%AsZf0d_o_`g2=uZBH;1vYkzaU5poyphb8avK&*FZuU~R*K_?sG z>>`?1+tGJaVq3&+&)bZ$dWY>@V%d25eW+p}?Ufxsq?sv$^OZ|-&MLZ|4b3niZ!i>< z%Z6U9*f9yY13JVD_(Vcj4f9ssNPgO?$|FQ%nPuh26^j}BgpBMqhK^KW7&4XPu(Vl8 z$+W3_=kqRqe`)yi*|-@3-@l)}3#jswLnlQDD#@CrDXeTv*FT6W_Ba zJ;1vWzg(5ZX&$T)MWj~xnR2OYxF_Bh9!rUv0n)xAhd|95^;)%FK2zK4MXryd@ zEO)fdQ;`*)NPsLTv5IHOHYrX>Yc7N~GY zuB#fz7hIYLH7d?@d7i3BgG|DGtVNU)qM6T0XTk==zq$4dE5`&8RDPBCA>8M3MIhmF zwYJl-_jWCl4Wp5aMBBxq9Fp$YLd)uDkB$^2Gv9-VF{LZ^e*eKDe{R&!Z_*&0@y|J6 z?9!Lcb3&V}8MW;hHYg7I44!ITzr89cwC9kNIsG~7Zd=14x%OGN&{f~atNI&))6a(X zlWhJnGyUZ({`1xqk2Mih%bgZ@{q>)|)83hj#~{x9^(H<%eNblSaDqL(ifh6yR#vKRw1n% z!NKfxTJE&ghBuivziD>x+*JubQA(sS^XthrH7k16XkInJyZEbc4R+*$b#wxkbz6Vm z)TB%%nrPllJo3c&+dr+MC_=26y~2(eqKdWZU8g%JvF@9ZhHS~Ju*Y=1golzM##tQM8}S!)tVCe_rH>Qy7Ja4Q7F#CPQ-CZC#QS(iG#2%n#duJ zsk{OQ0$#u$(B8f*s_P<|8eb}mG2u2bbrr8GlIM6xaa!Klo>no2)epec8jU#Uvo?3= zUfPWA-iDH1>eXjaF7FYRU|31RJ9~#IbebBnhVCs7Et?)J58;-R@a5kIAwE;h zi=ii1{F*IXFZB{X-Tl7BG@l1Q;~E=8(EWH~pO_W9W*i>tdy1=1Em-ENzuqtL*UM^< zyUR0A_qmF(&a;}CY2#cy8-9$rP$o9Fw1M7WoW)UzUV*8I}?>wZFqWr726usUL~6wEs9u4A<++*P2oQPZG_A&STmtTPqVS z>14v4n5im1Ma4SB@Ls-wUanx$nn05Cu&8Q?)JEE%94(hdMUy9#>q0~>);UE1kwIbS zy4RSzC5e-ZS}N=$shDpUi^S8~Zp5~Nj5tUYy}l!dKC__n({1CWZJFtZ97;AnQu%CZ z(IbA#wW-hAxVw^aBsT1x-)gC)HG*Q=r)Ka>5{VA?hv}wgoy+BxY8l;24B#8*ox17h+zknPgPiLZL^3Z_=z39)NXr*Oo0ku^s789k?R z$CYvN6s|4|%0&H(LcBvn=|`#BJ2{7x8VBg-Hx%f?3IoFn1equzQUeBL_Qn;M!%1Ka zRD~r~3*GO-TX4<-BSFUX++1_>(F5gPE+j?C)m;xC6>uBUc)?{fRlj{ocJ4?wc@(&B zoe<+2*NrGT2u(F7EclpNL}A0y6g3^(j<~V#i-yuXY>Eq4+!L>lJg+_TyI~S>PEueY zq}PhCQ*vWB;UAsIJ7f&_GOH=lfcI1fm=~~Kr6uT+=&+|{Xf#%moT4Bi4;gMsHCp4) zFMiB=E>3i3x?R$YIqyi|-39+#%3H`0s)(%?e@=RoQ};r>3znyZwA;sZqx-K>no#8$ z30}i^CAM{1qd+XSHj?%qP+$(^zJ+MSO{9G>6h()v!A;45=k@}0lvzsGN)f->3mqpz%b;zzNHD|-!b z*Xs|rrGfrA!sJw#3RF|ZW)f>i1;XXkiRCoV{#SQK>(A?Y$c{>>KJY-s* zqgKcmnLEfp$6pLPnjm?$EEr*iuTrDaMq8A>iuMuP+Q}fQ;k|)Fz6He>P1U`#?E|p8 zf6fIC`FGz)lX@LKO>E(tnHtlEU!^=e>m{IgTvrva)4*YR>rDG?-5jY0T|3PP*7l32 z+$3>%%2(kG>=O%?94Ck~s)MvAY_k2z_XEWdSub6H3Nt?TQ@&5qRG1EnDIGem!5WN` zSX(j*k-x`Rym*ZVjhN(F`5%D>M{1D4qs+mwk)Q zM4Zr4?{_Pk#Mf4wqv9^nn9fU-$RTUbvsI-HSPzK#V68-RWI(G+bF>5g7AD+F%hyuEtRF0NNA`X8|Dod1QHlCS>7xr>ws{px( zfr8BCH8;#w(nCK}Ki!@}6?;CSzxO#q%OskWi#?~j3b4?eYOs8(o_aton(XnfU8+$N>YRwJC0f~< z=&Opu4{2=gH(7WWQ)eF3)rt1405-HWMF_lRrFcZ~e|fv1@hgwW@zOK7T}t(Uw&R75 zJo?WJ?+1X$I;C?&;M2N}|3v%7PmRA*fSpJPYQ;tD;M|`thJ?n-vxgtz@WMTLx?DIW z8A_N8yvc7OFayE6(tj7_6M=vKjP1b=c)*3YT)XHhtw}`7XoyZp3Z;uv+(k304lE`U z>K24jxC`Q3gv$U_R=pd{0Lanj2Qt*#qRYNPNnIXkfUVE{5~NT%2x_}3>59(@-e3~W z7EZ;ga>3a6C?)OF?JsJGpC3J3GJfw*OsM4Ari(MiOe`oV*sO+QkZ$0NCP`5l)HYO< zBE80IS)6!_lF5DXBKot!{d3K33-=U}ND{n5-ZyGYhWklA{;G?kNAsYMOZIbef1f@_ zf9$rGvY%~0Xo<-WvOg|tni|UDc=$$ZNyuvkrW^&*<XhdjVgK-s|z>?x*NW$-?YdT(+arDg)u87#9QhzsUmpW(;XJ6=mDJ?VB zV_NMLUu`Tawl(+sHpTzll{{HNe`eSyjNj!8P7!}!w3eXj-Q%os`&Zhvwi)k$6?=mN zwAJ@$By64sIysQorWndAzKfX#0oi_@&Kp@T1@2QEWF3G3_r4nla$OQ#ErIeyZ+thR zY0#B7zuw(NxR5b7Y+hyX#>q@S=JAFVyu7euF*!enS?{WJ*!Ux!(5g)~Ki=vHh0^G@ z+2FhBoh`u1xu7E#@r3!wcTQSNUj_YWZLcD8AgI!}N^Xp#t%H2xZ;YZ`QG-4+?N0Y0 zttcsWXA`HBfM&Ze<-+OO>QDc`NY~D-A6zq}X#uQ%DNNx=tg~uDGs#Jsy_U!D_nHW8 zsk-XIK#$^9zCqVeIp*8ifW7f%SSnVRm1{bE&!$rNO~CR(1nmwZPLvRFC&`1j+qMLQ z&CaJCNOJ21FvcA&T?wKU{ZVCk>?g%+7NZ^EbNRf#>(f`bl;)`F9!g66Fv^XfgEQf5)$e^G0g7L? zfTVP2u{}aKyMK%*P_CXPDiRqE{=##$dKqq19iDNuxw8Ky)1g3<)e7?zFT!9oSU)HO zQ_QsH*7J3bM~lOPx@hu6qoxeh33(GLvkE7;4-vo|{zpWZP0m>`e&TD!%68*y&|2Bw z=gKRq3#T8gV(=Q?wp9w!mUJ$qJJAiZYpeMWprl<^$dpJ5`gIWWSDY$39lm%x1)j z2{82s^ie5mW~-sia9buGXR6(2S)|0n@r@7d6%As&uea@!SAQDHN-pvkf|Yk|id0{9 zK7aqX5_rm)zk2M>R}uGbDwR+pfO4(IR7Vv?p3<6Ai;-Sf$$u=4f%sC<)x<36hB0xYrs){ zzpQ%xXPGQ{Ua4AwfQZT#^)+|yV9xmSvF1MZLn zgTAjYW`@hXt>gADRf-S$3=~bLTV6bN>x0iWbf9?DF)4RZ8W zmm~qsU{5#;U2?eE^R~2l@Md{2{E8u?EK)9>Xtn1kVlI~up;Q6f2r<>IaPcfgn-z6Z zR)CP4g8lol!lu)6dP>rhYr~@%_M|LW-k%SoDd#NjJz%GQ60!tH_nu=|eQ?qSyJb8G ziT%WPOsgE0{d?B><*!3c?ogFSq>wW7&HwyI6yy7(Mz&m5`RbWk{|C31ob(w%DG*!>>o_-PkH{+pFq8y&bbG zmg&4YM5-k)Y&1JTBM#=D?&KN(wy(MNlh z${<4s?qVgNp4*)c#*S8F#qfZ*KLH#!^cztYHd;t8z9YSBTKYv^>VS~>r~;tZ9whTe zc^2Pe_^V))zC{t}$I@Wbcss`x7e$`b49pn`bSp>4Zz)xXRsmw|@3$Aj&U?mmf!Z9w zs-cvTkSm5dt~3;%hUe<;tTV79(*E)c0JnTcV|wUW%pYcIQ=DLO5N*$b|BUnsi`ZNr z2Icf>T1F58UqJl)VXM2S`8*96s_;X?C}n*_smH(h&)-qp#lcmStL+Xm86r|hYoZo@ z@@^!~4LmCMMi%nyn98bjfwwP;(rb$wIop+7a_vQ?+2eUz@RS6L2_G)`66N8 zaMV#8x}!Ru)3H31&^mafM~$JO5IIkuj%YGmPi6sFnO)v_$%&$*evBnip}kRRK{#Mo z2nI%MCOMg2te}Tcuc@kpNc%c`;21nfHl`PFErLm`S*%Z)l<=J~CE>SU4hil8Jk+6J zIj$ho6+;hPiLcvjmGTk;jI@7{_?WUCEx}p18jVORt2FR-Xe;YZSg~-Ym3;;CpZGR< z1xkrvo7H9O_Nn!(-MEle&wWi>VLGEUZJvs@OeOiwasC>OM$2|iM*YgWeu|Hv#`f~UlP;*W`33zrK1^Py0^YKRCSe<8prZe-7cFV z+a^BAOZVohDImKJC~}yctTJcKN^|{T{d%P>$cKIDI*U6}gy8cy-Uu?zy5?P2N`syx z3XDZIL86i)SMCC%sB&#R4L90u#fQU1Kd^QP(zBU2lGXnDx?SW1q5oaprG(;6{dT}exx;UT5$QK7^g6p|$sHvj_$_94xq zT`)!gMm=FtoFZJyHr$DpO$;H;0wXFL4*OoA#Q@E;e zl)NGx-1rE0Fs~vieSMg%%o!j9uBq%uvdVOen8x9>xu5M&v|fU-=_Ger;tH+D;PNZ< zgyWF0RlDYoOE;H^@f>SF^b_eu!LI0@TPSYpd`#QGj}5F1DkByq75oI>iOMhuSsg@q zglOA*cTd>8PVAZs@^CwI{v9eP7D z#P`>wu3n;C$_I5Kl75ZAvN}}dp>4?qmxPC~Q>j~D0RK5c_RSRbG0gW9-s^`GhTh); zgm|6=`f)9Ic&5Y5`?`)?6fK+r{9!4w=+iCco4HsHxcQwnm=2D2r*WGtt69iY6Au7 zr*hFy_g9CQ7`wXb9&Lh{GCQIfi z_yAoHJpA7Jo=E^2M+u!i@NhSc^CImcU?otzYSBMdOsv`imavfkT85jN4{0d+t9(;?`6KTNv8&e{~Bcu39v9lY80b~^4s8?qhs@RW)1|O7op6fwhg-a z$fF5yIk>gyDWb1O^bu&b__x17UfziY^YVVm;?N+-a}P17JFP5 zN#KFN9&4a_Ig(nDEYVlvFPNA-zxWF$v7g1%->JN-k% zFH(knGTE9$Kia+6mVWW*U7xt+#fWwV+6vp(?HAmNP-la!M6t;oO#_-m!+Yjjp~%w2iLn zJ9jC;7%Ie$HSirP zZUA5K>TRhAtDO5xJkaN&evYf~mPV&Vsb4bMx~b&^cR^qQfapE;?@GOi(8s}`6_tEZ zuLcGf!G{lWLFW9yv>WA?|?}Ve^5D3(0|$$gM%-rME778yHKUtiA(I zQJ%BLDt)OVl@!q)nGmi0$x)~Z?6q`Hj}o`^3ZlkL=xWA(a<9RBX zY2#vkW{X$SW}{hBYfD$c>c8xIIc*3^Je4Gy3ESIyCZEbLq~r*e4GP#Z`9&0X*LXtS)TcnvI8bPht&WlGLgw8MVVzv}vURyb=w;nI8i6O+!P8p;^KTJvH zIcA$;>ie5Ux?c;o?O{Hjgo-gt;3CbbU9Z-?jM7b?*I$vFfoOITmtC5K8T7K;jn*qj;1dywM zr!Eobwyv?3H;jm!T@l&Ln;s@ubFsf%hYI27@HS%X8rgyI{Cyb^t7%~Bz5l9K? zxtHke8j2uVD4tiC225VK>xol{DhpSp*z}uRG#LJ)1cul%Fv>rgh`NFW-ggd7h2L-> zdjCw|p=LQ$?~M?@k2D(aw&eDfPSj2{1z!gG#FO&s21iEdYGeF&93G?mHuWF!v2WP& z(>WP`#5-xO_b~O*34|2*852P}68(X}|Em>Ca2E?#*QSh!;frVuEi;Kh3G%hKl0`#a z#wF`I7V;xYrjg4!Av%Coo1H%*`Zb`Ve*)bB} zG@^0VVw=(ul(I7Nv&dIOfiph3OsZ^(ryrl^ny6RV4~q>kAI@#*t$?|d(Uq@I@S9G& zE2A75wpok^r0}_|O1TuqXu|T#&%6mkka!oot0`(ki!bq8If>l_>2e*4;Ya)rDX`E+ zl}8K^4M?R$(w8TRJtT&VUxOhrtHP?UtX!w@{7Iy4np-h3LxGl4R>l$|L&hYDJ#z;k z7p_eS)GcJoHZW(S@~ZGhF-S1)LLtr-#NEpc5L6wd@ne^%WjehpZ2u22MK8a~o3cNO zyVte_d{(>`t1+K;6Td%-zF5TG#{DEnGI+4odk0g`W&D3lB|;$%W`2Qr5 z77ml@*t@nCSwdXY?tH4UVoDY`PUGM*Xa$C^GV6ZwwNwXhY3?89!q-;Y0sO7bj$x5c z3StUi>)$f%8pn6Eq^L^1eGFV&Nie+PeJ^wUc^+xH49)Jyf0FsX;qv##c-$oI<3+yw z%Ok1~fOrGrn%U&9HL8Buuusob2{}Y8-8P|1jWdB?=9#-Y{NUBi8aSuzxjE>~UziEh zR?JycxuE{5fVr1xYh2zk%*izOu(nS%N-JQI;P9XTKGUEFEYks#QOzd=l!?DO@y(O* z!E?052k`1>MpkR8U^E`n>~DL7kWiPP`Qd^0zp2H#oHDMSs2+)YRJC8AcpnWpcb31$ zPycqgofyvwC$ZcjQj>X6HMm~M<;?J1sg>gS@ungdVtR1E`FE5f@37vub0`L`L^i!3 zIa^@5ppEQ>p~5u7mfC2<2*7kZ75&~6D%4{ehSjV;fo-zE_3caD=$?PSc~M>$k4qV? zmTR#xoXW%#M3`cNcM{7(xwruKGv~ADRp%6D0IHne+Duxvhc-kbg7d-t*IP-5ygzme zx5Q;zO?kvTAERa$?PQWn3Vt$}#H8vdu1CiytTudw+#(OOG15HA3aL|uKlG65JCPZ% z^}a`2!MaN;X05mE#;mgNXG4|f2x4wA+VwD`~!Or1qV zy*r;k`IdZ`wE+GtJA)jOcC@&STo*|@;;y7b=$C0}#%VHQ1H2iiuX@9{4I=!RDnQcYjxz=}lSODz3Vrt>D- zGsrGXQa2CARMC>g0uq|r$TLLU$uFWtT4)*Ma7Uu)CP<8ceHpf$39%~~rUb*@?a;-M5G{fXMVE{^Xz_Hg@7D#Nt#*><;!yQ>4Vlip6=1t^sUEUxh79)LNSKwKRdrXrC$0}E@02^uFGvg4 zwEZRyt2)nz(JPRS`-=KV3RXy3>)EFcc0kp%>D%dI84aGju|0s5 zMpx$vsgv3Lsr^rxCcH+(){aWhWE|*Y-N>4S6$ck5(tvI-0l^x2vD}~J)-({7#!f*# zKG)U?Z&?V@18*$#78;(=9`!Q$OE*-4G|jz{KY=#(snY4AZR-+an+cj~tgH>hL|o&1=ZS zHA1~Fq8?wg567(u=b4yGD5)^~8q^l$W-FRM62X9*TkUev~Ifz}|e z)3uHhcB?IQt1WhGOdEse+=T=~v0@{=_*l)l^lOYq%D$+LJvA^h5GS_xPuFbH6qP;@ zbE=Cr;xv)q6B+VDLm%Kn=WWrtgaBh28IAz0mUQ$?0+15+W`R@zl#eXU<{*+2Df=>w zXPZx!jsrlt<_M2h5viTOQ50Q$^H#f53w{-9`#=~E-<|d4Q&|6qOf?#KfXL%xkjW*2 z^&u&?zXkroFwf*E$?LJwHFE;o3IIHPvBi8Q6PiSPj)rc;@IZkiOrN{LhV$V(9M%Q5 z?klI?@KuUa9qh@yEvdgE&ibn)wZJq&mfU~-q6egtn1VW|zBMS| zez?t^YcYV_eq&R?f27NOb5~;M?8U-a3aUL3_MH^YETXlrGU8J6v#ghLWuD~UB7%q! zf{fp~RKAOw#zZTqk4TAbhz1OLs@Oz)$p0xKC@4{_27Jugp=#1E#3H0lDC#teNu=rg zh{)&d@nCzz=4w))!!p%{E?ESzC^Vz&ZNHwtK+}|N(5%Nu=wdJ(I78wz0CUIB`1OT4 zXxwNh+;4$7D%CYs!i;U;LL0Doh+;4641yry7{eS;q9I^rw%@Y zw)jH!$Qa8zg0Mx1HUQWnNE;U1AX9a++@mPy z*Lpz+`DW+uG>Ue$a20<6!e`OL=iV=z!#Vlq!;*gh38lS+P60?hJ+z1;yus>&LRB0v z#~B`50By|hr&u9Ta3nL%HTyQQx)GYte^8cERM<>#4i3BJR>IW-ozbZ4pyYgqQc5w9gA{)80!1Zx5ge3Q(xP_5}UELLn)Pm<8%O z#pSrn_s}I2I|d=0B(yuh;%nvjGUGZt!KHYHV;Lc^-!R{YflP9VhV6mMB~8|YHkI$| z!~wg6Q|09fk%v3NLh@lhqml+q%~Gm5hJQjv1?)YTZLK5CQ&^1!+gaRADeUuhVmhU4 zgxg4S(`2p?HDVN*!V4{8h#-z=NdD7X+F9{1KTh{cg59$C6Oqi4p2^blbT15;xcm2GgSEU2MF7MT%TaF8HYXaV~jlOf(q59z)dNk}tX zE6Q(fqG=CMUE+wbh2;&W+Ub9KlPkD5aqLAfUcstN2^I)LVhNaIE@&>Ngh=w1vISx4 z?jMK5^*xQe5NVKRXrgvhn(r8a2xfG6kvDR+aZ+>@T9!|^8eiJkk5?F`aaO^sODn_= z$1?*Ql7@?{-1>23JY|^FiEq#c(M3@YsJcH>^v$OZj1fFeU0ZAL&d`df%^hCqC3;H* zJko5iTz$PlUF2C*gBI76NxV6+z&&lyp4A!M2XPIyust_AO4NTw2YjJxeAI98XSb@o zQ@;)K*^W?Osg+>RlX7RI;U&OaRFfq z#|L1a+Mq;sMzZr-f8Sirw_byF8lChWM(Ckg+_hM>d6T&~ug7KA{v2hSV`~F&j>0~` zrE0YZPd(-sot_!2|NoN|G{*ju6vRLy?s8Ggv1s4Dp=QdNzQmRmelXG`CPfqzKuWPe z^HEHnIpXrtmnJ&(*Lw0c7m5MW!ghLTZxcjCzmj(nOG+VrDr?t47=&;TqS9je5qIMZ z7=B{0{%^Ed6&+<3w}Vi9sTVV6|3`?Q`+H%lLafF^`J=gc#ogy#b~1pzXDHlFD;1>w0qbkm zcg8mJGKESecH1LO8jg(2i4v`{MuC}0go8*}))e`SGf90z&(A1oRa5tBtq zGLGO3>u0uqEKsg&a+@&`p87f>)pEe?PCb}Z?nWEHx)8cCxR>UR|1CI$?U`aFZdC47 znBds^84V=&CIgBs7u=>RzBK_p<%n;G9#s)OI;@n^`n_X}tB_c=G|H|vlz!2xgUz+) z*Dku;43!##hzl9|@2m9F@gA||XC$j*S?-rdBqG6s9*Ef--%H?&=w^Mwswr23B@ zJN#PsTjwbf5?4(70tKsaqH>FECd}*Y|MJ#gV4qee_Ar5pwUVJHj_fG$4d7mp>YX|L z_&2V|ywyiq9dl4^Y`kBUUCzxwUMsD6KCiWc)feE7q>BUq>CPqte` zjgD4Y@!??cyH}_k_S?(?!vXX*vnZCa#p`yPSSx-K{eSbp{{O=V1TWr}5g3c7MnqAn zgi?@b@aC$&tUnxFr67-4K#i}S^uscn@OTQsEu+U%l5>zTE<(v1@=buG)oWhH)!?sG z`mzE+4SdAa56(?um?~9o+vM$88qYZ2f(R~xw^HHr>i$i$On)eK#-BIP*Z)0+jWX~c ztR6Hi(7Rd^Of!A2_!ARnJ`wSVp3YD@7B8^rG0D+hc4EP)_DiQeh)?>B7t$?SG6c@{ z>QUX?tGaRF7SzWDc~|>y=|BviSw_%=WYDTeY~n%7<{xzE!n*?>{;yN%EjEvZSRKz( zb&_wiHDbFePZkgt#V-@Y#>5ehw31HxuOAuCXtp0%$FXnO<|hR;3JNC-hb*V4x|B=I zH&&x$W&(wn;)L$Z$p4mAzHCV!3nH;NttAA_W4xIrU(*ouA8+lQxp6<=O?SO-{sY>( zzNE77Worqdiigq%4_)tRw0-Y8rI+gxHTl`=8!hD~Rcx`Q0vM@Rt9MkIN8?>7I zbDB5aPxJ#{rv~4N#R@IPw40Ipn9OS&94?X0BiT0^!)Q|hK~Nvy%Dld-m@`FwKFI`;7)v8@5TowvCc)SSEX1V5{@ zl58^tvAJYG{;pYK7y&iH`-#vce56=wEq#Z+TpL(#tDbodY@g{GK{D6(t%e_094E=6 z&<%iUe(#vXXJA04Mc`bBR_(84x_Pmg?ayk}cs~?NC&oW&rj8L^1oYbCoM$NdV5rPS z7C=EvAyj!D^e%E?H+fLvw$aadur&8<)*|4&Ln#plc$a;i2P7sE)rCZ2eG^^WF;5PU zb*}f=sU&>ACniC*t&?80uagBCyVUc&3pMd3V58+?y0;S%xFN6 zctj4jg!U-K$jF!CoI5nrl3S5vVSlXeJoAVfg29wnzMOS>nj3@LK;{dY*BTWojArF#ob6;l^9VN7}U|E15E&PTOQV?^(WQ&m@D#0lIv#x z#I*Muw3Bvc1*iBhB1C-nN{y{eN4(wHM3+EHkC0A|S8N0xSi>(1=!n_19#ctZ!X5$v z0?78!80qme88S8jon=i78h({ch_kvTlY3T#>UQX%&N2MIjtjERd%~TpMLiIM!a?<3$ViCqRLv6o!J)s`xvhQE87SRx>RkeR{#UHK83eSxifV> zCiUGb%_N->t%#0&NythNRTRpUA3bD4TWvVGgjACB%DH*fy1H((dq)WUqKr&rpN0EOJu&uW)i{Oht#^MzuB#UBAmDRvtAFvQ8Ee)J z67jX(l?2U~K=S3|K#t?h+q!g+rSdhPrpUE~_u5UZNtviMUqrwNMz9s?pRwn!2*mri zuUmt@nN6e?#2V^DB`j+!Wh@&+Bw=xl>P^6gp(ZccGj{rf@taM=u0)KhpxuIU-wQ& znbrkIgBSdMEsJ+cmk6RCBxX#O1NSm<0t0`N!3USfFa=NhSY& zIqdj6H3aB%A;2R!S%k+b0M7kZ#&XQD1&AQ!_p!-|7~d$bFvEN$JoCL)X~S9Ky6_`C zD~Xi^_;s0$0`b1L4*>085iokNRoNkryz%s0t$lNXS3eBPX`rS6coLRe>0yr>hBDHs?iqnI*Yv8UgeKI5JfF&&FddKh z`TZmD{uV-ZQI^|148s)$M;_wF+t?DTgSHN>y~S5w>AOyEZu1n2mGlIcKKiEYs(G>_fQ#CPwCnQT|_PLT>lF^FW^==e+{jI z*JRRio@-3kVo#!p*vS(6K_b@YbmqPB>!e+1FuIbvs{YhOxs1K41Brkz9JH<$oy{hQ zf|{zdV$X2w=U0#{A+J3eyh0Y7A3YG<=rMO(htq^@n z{;X8I<4Ra@qT}7arRi!o`rl9w9ftx)8#yAa^6`ktpcmlVA8x9E<9XMsxVxF&-rY0J z+4`{8q8$I12o+?r>lgh0OQ@IqC)68ycUCyJ)C7E{w5`B(?f*iZDWs7>-_NZ;L7b1g z2qV_wRo5c@YuWCH4hZ%)^TZgABO2O)$jEm&MQSgQviIUA2q z`ato0=PZiyAq-Gdl;4vuK^41d^dayEF~Pj(7)b88sxzh(bqFs7YlzM6DAzn-FH&}r zS*|hbz&+CC*tY}gyoElenvDO@1|XAW*bQr@vA7-7fuSsJUcVN)*_vxny@LI-%M1LR z4;CC-dy;zk{efW=XdSCphi!Dwq<{}^Z=9Ww-IP0DzcNt*Diy!{0a8r9E7HmYO)^bg zZUR>if;^rJERs&3^{2xV_D%$}rL;~?^=SJaIDpz7u}nTNM$;3W3c7WBF!YDDX!S>KZ)IDFbUJwXZDsPgcM-fDa)@NIg<1^W7&o_AGWM*qxzIi& zrK0i&UQwG&b1wbj=_m!zI{GMuMNDsFBg_gNV01u5v$kgnz&$w{9c?j?^`w8`l?o$o z9|b*n6ctir#5tEg@a_TTJ)qe><@$ z{a%3r6_z}}AdeoID8IeJ-_{KD`ag@-keXxL;H`^Jvlt+8WDLmPfV_;pW! zaI-OP0&rvC6-_p$w7HY?6Ho{BF@NxZM|cuwmYy1=-iOGdAfsorztEt?ey~wDLJT~o zYzTc$4V(|2%7W*2A3-_{r_n5qVE*|J{UL^&4u7^ z*>4xq{qrwA@CrY>!^$jji2(%#)*vO}93)J7R-sdLd?gaT7##q4bWG`l3adc{)L0ze zh_Nu_+(PPehwwv%fA`B^p?e;X_k;0%Fy0Ty`vKh^Ku%ZDzpP*EOgJxgh86=r=+5Bn zo&aFxV$1~KgMm*p*D|+$TJqtXgZhx)M}G^>0sat?FHSpQ&H5ACALuFPWCa(eyrar0 z1bnT*u-Au;B7B4JDP|zAYKb8qL<&|RtE$JhW#wR}NK0^jWk9=%{-*r^%M!UV*n9Ja z2YX4rhdGO+V|S5U`khLMB!cg7o!GisDrCBrjB%#~hY&Lhn5>Ha6|;(jQhp2f$YfzM zS(r=$y_6YvJ6uO1S)fQ3D3XPVWMPW0>&)pf;&VfGDb(5|id=xa* z5PCAeg`UA@2w#X;+D-m%>!)wZ5BWmim5rEcr)$;WT6MTq9j;YpYt_lF4IVLm4rIv1 z54;D#si2KMP+SUZ!|}KVjMV`C@VN+lLGWj54QNilFj*d?%LCpN$xQZugOdd~=w<#R@IkMKvF=C;6?`$*@B&_qZ6D5Cn+-e=Rj~~ zB$43EC`3{}?~1+Dbb+r7`#gM<(Jux+6I&;`uCt@*&cV3TgF}d!9SEh0{uQ%{gtF_J zsW8o9hxp%C9PeI5;OlT5iDZW&*`Y{wCXyW~zNsfjY)~Ka@$2Z{ln0U^5$NUX=zMEo z(H8e-refG)5WYhA2H`uIu8R!;57o5To&q^RGWu6HEnqNL2m{)$ASXyh|B5_w4fL6= zoAjb?*3M=+4Z>Fl-ynQPLK&KJ{km@Yruc{-q^sdrshQYHA@~a68-(x7>I?>+gF}d! z85wX5{cEKH{|%CSR|;?V-W=2n6AkT`#fAPOf~879g!1GVrS~fpt>;>O%n;u1pEmlDC}n|#2^ z!B`2v8w2m^T%W7<()8X)-3#k|fVfoMYx^8tUE98Yx+xOjZ-Vp*x76kHkL(wv4Rof; zepT8)xoY#vu`&j0Rp0~E4|uI1i3p>$AP5OhM{jUM8!bG^$wteS4sagL#yXh;eHcwb z(FeSYwg6u+T38g_NouLG55y)bdMRgV>%hx_M_=dzwYT>J+6=l2YSx|FJ`wy)kh}yn zbXV?R@5e@9eeckK({cnHZMP$KmAxZ@2KfJdfXpPH!5pY@85@xA0kV!y#v2sHDBXqQEK_5sAJ`D(Oa01SIHh|5z*kT_j{z^R?P$5MI;pvRo8kaKQ zgp1ChcM}x7p_Tt!L5y|}pdSFQ48?$w=zz>9Dh+7H1m} zc!Tg2!cz`~CISO|4-krC3$PDRiVEXteWXZ+hckX;h-e}!V4GPv%Rt}@{XjAJfezsZ zC1|k^SkfJ+fY0m*k*rz7-#$QwHv}I?jtGB;@N~i>vjIm>7;qZdjC}(zf{M`rjSlE= zfMs>gpMHJ^+id^0Cg30hJpRC7AIJ&9XGjp}Vt?RCFxpYH8)q71&Ei-ogR6i#5PY0z z5d1Accsk+M*nm5j>o8gb@SPGg=zs+W=06}ziPg7S6LTal`ZE)xz}~K7XUjmDzioS1wUY!eIRxYfrk^YNhd&OJn0us z=MQ}fi!SnFJhCrsFywt%$P3f)hIpX^;4ACs0nNzdA--uF@1(1oICHGN2H!LMfJe#b z0~5l-35*0MFyM@jMMDE79kAelcyn22l70Gu>P{6>uyq*Yp z4_NHxJXQh0(2pI5g8WlcXQ6eA6g$^(}fKGueT8JoopBU!I${+ahLNUZ%fWwjuJ-l=e=of?6 zHASiU0f zK;V`GT(*7t{|J4B=o^Heh@6@kcwy93#``)M`W-$1^s6;QO_P`EDMD1v@fUup|E!`T!>yGvE!uJOAa{*}$)>SO+I6HsBkC zH%2~D$pN1se8M{R11i}MsAZv&{VN}qxh~j+g}iLcV0Ffu4((5e8o#rEz>l^V{`HqW za=4|$>us2tL0qF26K3%J0^kdyFAzR6_@F8vh_xt|8>59SM{#y z-Q9bw`_k$rj)DRC_W=7`=xncI5I~}QWF%Y$bMBTk>lQZ&3>Z!W??)ndKGZW!x+4Aq zoUX+;xv)s2kI$!;-peofd^Px-@BSF?{(P_gyz_gp|6KnBR?B1nPG7ILKOegF5iJ-% z+7SGSlsx17PwsX=n9DIO8pM12{b503PW?ZZ{a%GWp8WJi^|y3Cn?^U7k8$s|KVJR( zoE^#ifUM|yR}A7C@BT1oX5y+>LZ2YSxOlY1=VtfzDP$-Y;>Nwqdsql$k~OlC>4#)i zNAiyGFo-V5%Y_9wZtG7|CytgFgTXR)HEzLVJ_S@gRtQlDazD zf5s54U>ns2phDr{h~BVgqQrd0LAbMHLDw!G_Q#AyMQrx_kq4MIH~Yif;((FShmXAv zUudzkavCs>kJOD}YlM2T9I{2FO|*O4&Q7EYj(bPNf$r6Z{=!8HCTp$mPCnEW7mTdt2b z%vcd>!^~#pmjU4QLdxp;*;e{a&al~m$sBMFYq(2x`NzyeV(q~7Uw;%F*}ISeP)w2G z61LGX0$HZlqk4xrXBG|NHzoi;Ga^bTXc#0g?kdii)T$uDi*Mu4O7V|=B#=77I6)a) zph1L7n!$Rkq$bSCn;0Q!xONbph#A9??3(dI5*sa*i4&DK?!tgjLu&wCM-^y|PEjwo zLFO*Fd`nVv8ZYE%){tRPFIMCpe-RSO1!nS$NuzsM?~i@=V1D)F=^7zWx^ISmHq;Sc z(QDL1`B8p8WcT3SO@OXNsvQLy!e4G6ncpB~F11PmtVvoQer*hZ5QrOQ3MQo7vH5`L zYU^V5FfxSxJpRsz7(i$zCINZ{*%B~m4cSZEt1f%X^iq;y%Az@EhqVLSZyyuy$;>|) zX@0Z60J1^uShpRL*(`86Cvj^G&JXKbj_N;jxelkjjIy$;ew9c@QfwLKbpXk2xAlwN zuup>&6lY}uQ35@?7mJMpwTFCPFrnT`k&UP0e7_72!WG8`u+RC!F$(`!0NF~+O7CQ@ z{h%6e{Fg0tyLYpHuhrm=ixaR1odWtCEeH_`dc%DL2MLQ3>U{Aw&|8}8tYt%TbRFo z6u#cFy%wt8@~1U~m=$*h4gm|d(M{VEIdiHB0w>M|3y!QnsJSGPS@!ZR!X2K~A@L-I z(OAo-?A+(}MB%59j!F29>7ZduFI3QSB4&`lSCyjW)e)9!8~{7UH9>~6+Y%*7@f{y{ zM=4nZ5u|d?2lEi!bZz3KM>{nhJoM2?fslP;W+7%b(X}n*SkM~L%yH3$0SL|CAfSrI z4LjFR`w=Oz@sLrXqkr$J`}1u~;IY#SgqZQZh118|PcB?e+&>A8jAb{uw)t;P$@&pr zsRa?rV+kOPdQvqw8T|9QD_!^ z1TddBIn;9(CZ)&r!w|4uP`@(4G=mX1J^Z*69MhXC@4{dehuV%bAVBV)Oy_(CWC~1l zx(5vYc0`&n9uv0we#Ol54Hd*OgGDnJ%d}S5-x`4{wH!5_>xTxLMBgzCNsv;5pc4ju zAmr`uooh^rG2~~$onk_Wd5XrK_4&6zKuCICZ_ti^FA}F6cd1N&Z$BVp_vwVRiPCWL zd-I1sp(Ypcbky#MiU8y2(xgY42mKhg`_+~-w{0?balvM;zHfj7tqEY@>k3$R9SqpL z9zorl{d}$vU$snu{3^7tzep2=qoMWGj>`>E3#2Di%TOhqY*ju8at-dEUaQOJXXY#n zJ1+;y${3ZYJT2dSr{?lN!>C@Uz*CqA_c>Iw9?Lw)$(b?OUeIQ=4v_yJqf}LfPgS?k|D0a8o{Jk#tlNZ6B~AklYprY zoyY`>07VUy3Zpg35^2HQk@q*T95Ga9Zk1htW6})YFa``%T72t)tXh+s#I7tqWS1aG zAPQWL*#%Z5)x!+2jedm9o1K zLA%c1Ap00>wsy^k?&i4x5Oc*1$>1ZBkf*n!fhBw3IjviLah!c!|9zxWt9M?40#B@wOVS4k)Xuj-P5*@$18M-r{>d_h9cCuK7_YM zka(3Aj>=l{SO4W)W6^^T{cqm7;N$mRxL^`c1+Sojo;?d}-lwP>^=kzh$-8W+SAt2_ zwdxNrw;D#@fB!0>ZNL8r`i?Z!y?NUv!7cu#jxb61c~vVuFuznijB!;%lSpmkB7=&7f@|mb79AJpS`LUa9uf!yOam6kA)0V(NVvP| zDiY!noC}bz-ATA(sEu2HnIvzD#nbE3YgOAw9#l91?v1k~b|1&l>b;zida%Bz={(I` z4J7!A9%-u|70Y-OBgimP7)SZp z0DIvClEbq?JZ|x1S39}~>CTkFQ#gwGSkXUF&*&bEe-DY_V6(@EE2^hu`XJ54KUo(d z7C~R*grsK@p<1ubuoL1q+uT2M=F>%@Il&&ED`RN#AwJW$u*o_%-p()&USA!SOJF;v zSK}Y#*Z%PagK3(NyWo%-t9sFh{1XNi_$?-1DV!hfK>TYfDmdM#-Ez=KoIaVq{}BO^ z4HN;$8ED#f3b*v#{H|e6=BZw_h3X@ASklSPBmwJDw-6J$5gUm<)p`zo{0=_Pn6gJz zf=vY|JSTrCsOHF?IE%#YKx@0wBSHu9!oz~<)e8WB-@}jh*jzM?>4gha3AMdb6y0HF zVHU;?+=X?6N)#eT%>^F-#IU+#=b@mvgK)aF$99~k%RtjNJgbU3h?`Tl>wQDW?DLc&!E5|wkFSt1H2<$utqr^d#J^zP zz=iURTCjJ%Fmys)q$b@SYmra*Tn{}Nu!&vge-fr2Hp)P$A>|JZD#&HTrTy)XP^e^gl0ToYe1;~IHwi75tC$^X~)%Hy!wUd(aYFj zcya}l&DMejENStd_h5y~_4FA_;8ej8oM4O6MzWhN@`6AkJhs?!DQWx>$wk)DQ_UZ*N2y}TyguBuYP(r8A21YJ zl&Nr=UZOjv&l_Cc=}8!JyHY*cDa$;Er~h7T$AI(;6KZEeqtPPtS_Q0ThWAMoRzUfA ztWIo|i+tWzA_>G#)0gt;WK6IeKH$;`(u+u`ODJv!um2^|YX}Q!CH)KR8e)5(f;jAS z2r*P~r&8XvFi!GQ5B7=*8+MtiPkq|zFV018)IZ^I-$nf|=(y}LTzG%F7 zA+h3l1*mT9d$HmhvoIQ{=(D2i00W2^PB_5dvPsddR^Gdb-_*>A%NmYLJS(#`Q>YuP z1XE5ROJ6cF^#ROH3C!6fyk-Gvi$1*Q1VY8R?-#G`PXBJa{=UUU6TueK_h&CUVtHO@ zMA*UE@1;q@wNSlh8xKjDix!X^+QKnd<+H{d+AX5wHK^`q&`6Ci;Fw?w`!PttUK@EK z9r!KRX1hgoRM590y#92x;!)o!$d7R!&_^z{iF_qKqO8++siV^~N`Z6kD!Gh#s$y<; z6-`DrScH8s3)~b>T;2@q)~9os&|WNUHn6)&{$8M0%sNqDR8!u6a~=>tp&RwR&L645 zpV82f=@%VBvy}hzB=+bguz!9N7Y!W=HEp@k$GJ-D{DXR-`O zlo%K30rHB|Xwc$nX^%`sVM+k;M;wYz>TaXLu8G8UZBYGGB_Dl6 z<^yClo-)eB5#*zujR6c1WD5--*Py3K(nP%y9MHD|vwoEK-G~_hVI@b{y(bHG#DgM} zc`=K5ad{F6Ii$a9%BUVNbNnN_I(jCX(9u%!U@DYtGXRyi3dai0SV{AJX;MEr;SClAq?PN zPm-RGCaVN1(q>nfTHZ(ADZamAOJmfX8!RRYnmF28ig&6!k9?n@q&Ft)ov~ZaEt=*1b1|(uAWFAYzMjg_O zbacqzmW1gEk~V+Y%LVPsdwLRQa?2fC=uo_18zhF^~_`4zlIT zh}Zq0<$@u=?T|mMu{+iJ;U^3_+x{CW(OOo1QJZ7~_NMiP_62CI5l&A@L)@U4lPHLAPD0&#yKdZ9##CC~<@7(I{`+*%*YH!Fs~de25fBVZs@(^Xo>uwhs) zRN>-@uUH%`76OybCc$7nJhr2fpHLCMB_O8Qqc>Ix@_Cj^N*f&d06e1s*o z=`s+QO7Pt3Pa5o9R z5B=)b_bIFUK)lY}e=?&MPe3;xb;T&VLX61*Rh$UIVgR2ICay&U-h&IUJxRuV#pYo~ zn45$XKpwOl!UqEg%V1&ixGW7BZIdP|qtg zT6<>JO_zH@KJN1+GFdX7bL&m~nl>_L&|LO;69bT`K9UwXK<;*uE&W`o+BrxC3AgDA zCo*J-DG3PrqxqKtGly^_iXf4F_&Qwp`b1E3t3`H#dx`F%|LroR??`ZVX`ojn*t};B z5&~Bx!-Nk2%m^ZR(U#c&@$>(m=Ah9xY_oHw_y>{sUl6IwMlf}UIl&A4btQ)*ElmGB zd=XKv@Nh2pd>Xu7j2Py^bMeSlJpMWBj_A$g-d9Kn^WmStQs%j&dG5GngoCk*u>ODeV=YMvt2`^B^?1uNxUE3dX z*kw6rc$lS<3+C3r162gXzM%iOt-4!6$%jj|CM*o5m%KmkYl8_$r`p8wMJ~w*r&7Qq z8V6*kv4n525uCwqz68RJY*Y>w)b^ole5DF>F!DdnH&m$ZVP?NX$m>Cu>jLae*rECD z1h4<&&sum8KJq3eh$k>zOzs&bm^uv0i82?EFNAVfx67}R4*O2^%tjUct5Y!1+%>?x z4Bx1%dL5MrF32aV*UYG9nxpR-r}w{FW&f)c7H^q@1jkj$5aFUbW&j78VJD?ULj^tE zN=Vn#*XH6}`S=vYcZZ!s5B?ZuMdBpsu2a6+_EwkNo97P$XZNI6U2SE;n3 zlxB=E8eqtg!Px&1n)ymz(tm^&kMp&&8(WH8>ajGKWn!D`zVzHibjGN)f`IN6`dFYm zsC_;uzif=ns6eNfx}UL|pc}QPL)cO1$|hz zpvSs}Qfe8-Tmk`%V5JY?ytuk&)JE*a6@6ISic45xv2XdQYQMVS>M(@Q)DVpVAM-c# zAueaF4XQqZuO@;^_ryH4UA+g#)%0O-w^l)g5OCbwdKP61xyigebnibbzMtYBlAgKp zR;5?{-Iu5uuvhdtT%E^tvz~Rv!(H!y9umbp9a9Y;h6>-O8b}v^yMNP|%sFR?B|@xf z{pKL*{@PXKecb`Iz#t;^sHapV>N2Bo$WjCAR$W&mSj%$%6bej#mF*1&^(gN)(*rN0 zo1W=GW{J%izY~iZRbXoNfM>qfFDU0hEr8rkZMz?2PIK#s_XtAxSvVU8yKg7*$ibwo z60oK}=QaAk0Z(M4x7xd}fG&P}=da)BT0DGkb~pnnwtpp8oE5+Qo;Aukmo!iK#w<)A z^nyJmrGd}U*`&#q4UHkxpuK-O8V%PCy|tL*h;?9sOIG!E#lC+crSQsItCQ?Nx%pnN zKhT=+9lo1x%St$5+1p^GD+E{Z;IJat@tX^pk6N~KCg9%8eG^zXTDv`7Q~s(OOrI8X z(+}cs^f)(I^_l{5JqQxmuZFFfGE|%aDcUwx1#Idjiid<)T=qcajF}cNX=#n@ZOI1a8&DHK$1q?Vd1QUb;>BEHTK^A`ohdjEhBz$i8$?KFX1V%Yo_* z>TSNU5?A>P*V}<0#Hy5CSHG&dp5hnDPR^QpG;YVfvH)MDR?}eTR~?p<#4+*$CeOQe zsPi}tniK&OS#u@N@9{|I@)muw^yQtz%<&G>5^S^$9{WR}^8Bzl)n){8o4oiIe3cT` ztnXp{1-Wj`<*RdlBsplCyI2IsEzjl;=vBN$wfiBii`gDsk&5U`JB%_ZQ%k>O%oc&u|Qe0issfr-%Ks-r)P^VdQg2l$>Q*RhL@puzbco86fkrWY2t)2;Z%ign1%$ z>t&w+>B>Y$xU;jjk}^eXzu(mh7jjyB`(t z%}kTR`;->0kDO7BRu!*NW|8MySGn#g=RBj4wrrvVh9>f3+Z-xC|5AAgMkW}b)u(aR zOMG7w`n3{fTFz56D&Zg$<0NRwNIcB*bdIe)KKi%`o$g+^d%4s#-;v=U(d<|>n)R9t zDHw0Vv#7W9O827AV*ccm4)Ve@aVTWwvQNLtd-c}q@qF#HWV6_g9r}PTzIlrcHKJJ+psy?uxZqNXUoGzCBs|Y85Ux(J>hXlh)iHM zd{mRxl63o%&k-P7+?gbFS()8=vVCy_EI3^HAy2n}&9lXP=L6IB^yy7^Kldc`MCr63 z!x`prf$Vkf=GEZ_^a`{?_e)qQEq{|YQYGd9q{qXUR3$uF*%H$^B*()zxk)AMn`|$? zUQm);IsIbPI}tHtln!rCv|kxM2=Kr{(bwa+zy%U*4by@;h{#+_KTe!F5{tK#cQ6_M z*cNX47J;Jrl=mA_^!>RK=U&Qzy74wQug03|R@F6cK}EFl^WWLs`M`&#h^}L&@{mUI z(~D-~8LFhX5Q7tmyo7YWe=VQpem^LnPQ&d}`b?J&ZR(C;C9U@a+xE^EZL}(WIgDMQvw#_&@q+6@A8qatTHb70 zs(UEzdha=9=%Q%;ge^FLd-gfZtojG#t$A8^Oq)>IOpb()rXR!ufq5|S z$9>+ntsX+))GL{bD<5&V_wfanGO^|3#97g0rK^YH4D_dSCe}yw#IcZN*#5z4yZh&0 z^NAmG)};O{bb#jkW0X^TdMWT_!NtetuIy;WsndK&Pv}|pZn83xqBD+*%1guCOQV=@ zei(9wK<>Oh!AH9V3DHNhZWugf)sgp7H1NGCgQvA>A4)E#xzcq5|8rEmR%qgi;i#q1 zC*e>BVO)Qgd+@<>|MRLD`Mm%1eufYcNqPIk5q`UL7XckNf_d5phj$T~;iq_I_;ZrO}ec6noU@41T2t@1DXGx z#smXXtG6&(ITPz)_h0V~Rxj8nN?Tv;Gsd=4yT1L`j&h;~ir@a!%r4pw<|@!8CPQ$h zdzk%%!~0;kN$LQUxZ!!;uB7EDo8W1586(yxaHq2`2HI^@NE5dqhoQEZ>t5iTX$dt- z?+0?Ykj)ZY$AmF@b}KdECY~+iwjug9(B-Tx`g!9YT=jVeP=h> z8}VqYilYcsZlsnH90QLj{ej^0n=`7AO&s(!dkXlq+u&;A>Fgd=g>GXXd$R&dQ9ZLF zt$0^Xil!nCijL=KIJL0>15U(z< zLjO=8lEY1t5Tpr0pt-(J8!vnceZY#Mb%YiKo2hyq^*MCrbwY@yOKA?)tw^y`A3a zwPppILG%}Tx6sR^?8;dyDU8GCiS_KSM8iH|@-eD@ZP&G;vtE~%bv~MxTS5K4DR;Kt z*r?cencBlR{=w@iArhY1@J}H+!OI^=NT&^1k;Rt_^{;Ok0-N5s7?t}C%s%n^Iuq0e zVSjEn$Itdd-On%Lx&%+`g&89ONhHevy$QhlFG)~=EE}(a02vImfHeN z!$4;b7*-&kE(e}cqi#NwLr!b3tGOu@C9T2~urb$0T}c(U?E40Jn z!p9=rg0(_fYNBCD6YSlNFjuF5#WzuzrB`w8Gu|Fe8yq?Qy>7U?=ll3CSl}g!o|QZ%08iar8lh>{qWc zGhSCMX1X>3JA}7h-{xIEC5=u}OU7JA|5B$DUqt3PdVjMtX#q>+AV(eI7kYO(85<-r z5sPjg6Qi&O!WccG?FkYkS^0_(L3Dx#pq^T#L;~j>r*MpDfEtW!;_KuM!MV^}V`7Z+ zWE9-5^Ub1KQp_VMmG zG)KU|cAg!hA~A7jy*U6o>eM2a@)u6m`2KY_m|d5#`^*_5Y|Qe|6BIC%5VrH8lPbT` zgAsEX+{8agyRT3EBNfOy6#b1!L_arnVgX>j`T)hc_?Q`Kgsn4%S$~KG`Qm*No6JmJeY z&8Iexk%BM-=}QKgQ46w*(wRSSPs=3dGs*n< zWyqOK+4J%LKlPLUkNTZ~|55)u6vN>c{ku`k3T@IN4X;)X5~MUJ)MbiG7WXgsa*hBy zrUfhDf!uQPw$yG(NmGAT$oa`pLy0!rok(?&q{%VkEP@NW`{KtKmDoiuwh_mo+GY&OB@e2Xt-nveo`$V5lbWP?LK$(C=lk+n z?-NZQtzMfQksiD2qx`Ly+-jJ8rWLv|7-}Jofwk9dqy>7~>2c}!%$n?5X1b{y!ycQh zLOrx@p&KXIlK;%u`9sMIMt+xzny_ACw>J{{TDPyV#7ABqArW)4uu+yI@Z;l7JTgbH zB>1S#QAhZ@z&hGofE6 zUtWs$KQD#oELh4&49)8{rKvbR`uv}l@@TRS(|=`)0RBkKAm5hsCR=qZdu4M=t2diM zI^l-AHNctho46YCsB_tR3Hp47u3xfwXvaQM0=(^f4^}TT?s8r;$nh>(eOkTdc~PMQ zPK;dQoo+VsXg2fdH1pZ`bTL>RnaUnxYQ7+Iz8urtxPNES;q;Qq{A{4%;V#}MI`24l z)-&CUbMtzyb+)G}9z4sS51VxeJAJqSJUC=@JiU4a-o^Lexg;AAge@Egc+H$e0h3YWXMN54?+d)Y6n z3KyG-H&lrZo(4Ij^+Qt$_1daX*tKHv zWqzDZQ<1I-&7hjL$*9#gSfg|FO!#C7Mzu3Z)OyYAK7+$jdQn3IzRH63bgLawJBX;c z4U_4lL7Q6kIrSLU2`C{zDt=AkWtGVO89zOmtdqlwAkb1zZjuj<{nhMDoGha9p2Dm@ z9NKhV{#Yb-B6{^Me^l>$8ZP=miDT*6nj>K_9{-bTav|jbDdvViBSp|+Mf*Vmaq*94 z){wu{Be-2V4@F$Fz@yK$Vv+zIuws3`b=Za{ixTmgzWc&b{_4C%ZhqKyt$qBx zozTSZY!iRdLGP7f+%no(u9y4b_d^)NlaUX1LZ$-VJ+nb;83%+s8Pv8!8j!?-Sg~H~ zJ2#`)`w<2L3+|z!5Cc?u`GHFN2DIr(uR=78hDU!c)1sLk#?J42pxM-YdcpAn z%0_v)s_Si;`2~mg3`<+lT7cl!4@7{4?g`1)OMVV+F`m>eugxSq&`BZ@@)8_tI>wcf zWk3d)8{xxv(DzC~oh?YQw)cN#|NT;!OAe6`c5*GN!h=V+^NQr|;C|5GBsVLyZ zI@@eA6bd7ZM%vrFZZi4Mc7}*AEvDAW=YfhAXWa-eZ@oN&8Qyw+-J1>aw zQML&Xd37b~nu)u-dAIE;-S6_=TqR@43GRk&nJ6}QKju*rViX|$a!f8(sb7wXCfVu_ z))$D@lU$D5szL)y_ve%4JoVz@(+(0jM}8@68K~BqiI1RT?gB#H^j_tQkslS*-4?R4-B|FcbBR3EKlUVnxIkQj<6ZY2NMGzLAAoi+(kPgoK+X!Pz>wAayFYieRNVaod2h;)t1N#AQ2J#4j>$A;4GkN0XU0l~bb zJ*I+Jxj7S%i?8FuxwY}vJlum=Y=6lD5PBW4Qt&GBsmoUZu<@Z|U!_|9=YcDsBMIdy zk^{e_8*{%i7)GP?kL{a(_?K-u)C_jUz1PC+%EwP10!}hSFTpBsd2P{QD0f_xRUz(p=>&4}2p#KS2?m3vX*rqH;Ak z^8Y78(;A2;CUE4&D-@L`|1azBWg}!A#^h1BEv{X#UA=T$*>(kuKBGbA)IMQcOjvcW zNJid1K-b~Qgf#1BMec_vXLnt@naP{Dyqn?<<*o_e5m3ab-K)rnKJC6!Mymp51xEl)vc@5Hv3=m`aLihX1rq~7j z^jRlYm%1wMk3+6z7E+RY`N`7+>i0QAx4hmPaC!N-T(FK?#_v2ftv>GrjvbYg8BY4~ zo~5$)EgHc$eETbfE;babM{3jV0tQ2!lguA=iNHv;zKgmnnv`52YbwcvXB>kg`}A^p zj-Ui=s==YPag%g>^{Y=n9<&64yhhdFGO)*N0&H(dBm#S7!;Rh&*5Nf>F`q_Y<~- zQ8fC~`n#jJGGc4$8h11ci6?7Ir+QnyfWjj$RzLS9%({M7dTle0DqDShPt$~KJ=tmF zo*i6tfeX3K#jqcN%yeW)4r805joT&Ww1*~PoSqy;P(SuG8X|7k2;jio=&9{ zfgT(CUWyQDibAr#qHN<_-tWZ69$5*}B`0-%X04@uq&W{^d@jet5T2%F1_;e23Rkdm?ojy4oFB36JBt2>b}{LO2J3If+-MST*ATeS>l#95GMa~H&bk3O}~-)MVIQCNqkb}YWL zYtEx+R4(|8%8j_~Na37?WkK!TYIgAqf+v-W_y3|L;<&EdV`w+H*MAKE6AeGHmMt5T zw(RA<>{KDtpm6GD2%4t~FFRd{zfm_!*hCzGhJ6vD8doN79(>+qTatxlfkT z69K`4^QX?kd$=eM%=n6`$;-hZgbo6iJ+E&Oc=?7ztm*5e9dMF2_O@y3Ta7Rr=VI)d@ z#rVELtH)&Lg5jIijt0qVlxBRo#3vO z%{jgIl;}DlUn}iaQ4hK;i|)UWYt)X_tim8;(||+O57MES#W3L=FwE(}+5hf2CuCPL zwjU?%i$&GVZpM}6KdlM9Cz?o{-U*jRo%8d9^X#Rh&ztCBgDEx8GnTE-hcwbW|E71( zL*Zb`?igIjZpxSHA>M4d!fs`2?+_Z&=SE@JGX8VS`yJxf?^#aoe zg*r3CBkMmSUtINio}s}Jmi;Qy{8pQF=7}tTE#*mUFaLNo^>`)ER}=@I%agto_U*L+ zK!^vdF^z-9t3PyJizYDIwNTesX3|<0w)EAqHvP6FUFBw%-##Th%PvJ)w@;= zZ@?pW7zDfrW}O|2e3pk%Bpan&h=(j0)z8TeeytCjDYw14in=*X4=HJ8k9;G;pfZxn z;N-IVCBfF_!wqMhp@r^<#>p)9>gp}`TVI1_5ZeX7#>q1H`Zw}%+L?|xj+KwnVmtN+ z^dt0OwJc&{aYs%Q6JPr0_8t^lC5$mXGN@tOBlK8j(D8}Q8ZZO@T3V)WfwFmR`!f!F9wPu*D8Nh)MG96fW@(`z8d`Vc3yUyJ_-gdkfJQ%r(yHQ^y>&?}(tSU9S7H6=DT{3Y#su50vEF<>s zSNS|Y2ixBgVQrDp1*J@5FS$Eyi)c?&wjUlQYtu!RAF@~HpF~8CGORJBJcax=Kr@r2 zohWAwG=!ZRs*ul{fOUMpau+Y&om7T$Wc-Bc_4ERGHVMnvb`Al%-=C)Y+{A#NVyT-)e z?AkwO8VeoyD*SMlG+`Zbnyvn{1hl50xE)J(_6k~vFl`CDx9Ku8EcCO5&R=fdR#l(R z-xB<>guzMHxEMq>?4epz76ASTD~|gy?DsF2=ULcG_`u`6)?`Yk^QAL>&%GV-&%Qq% zYcEi2|7YuIZO%;o{C;7Rtv7R=jWwe8In_4as+y;5sHSu|oAF65);c~juMc&$$$8*z z^V>L@C6PRm(qc?KlNwo=j$z>lN03=ot%sEPM!<)koekk4d*hf@bAV*grrtz8$0BUP zXZ*lc4Yw?1JopuYh8G#Cj_%9*F0{i&SG%c66dtY`bWCy6A7Gu4E72`+MP(pHp-eqj zRTrGc+DcE%M-?gg$U6&btBa`2(PJQbvB(?q;gixxAMYj{hilkGzCRU!RM7x&`~G@y zrBB_ym?qUfn}Xy?K^LVEzH*)pb8>~zxXP)zkv7htrpBNk$7Nw$z{}e>uhba{q^u)@ zrFbht<0m@uW!*+|0h!WE+vVLXC@PxZRjvCB*j1))cG*Xu9}*pp(*nh{j)T5ke5FeR z1xm!Cq}OHpOWHPf2>6%8k`p3ziv)b8J{V8q++UPV7%CX!q^D-um|0;EhRpsVdDq*L zGm0}cHJEw)zBBwSqW|GIvn+Jm_}FXG8z4-zdD_jK`kA^Jb7yMq!Eb)&QPDl6UB7rO zobE(d4UUReT6G~)y#FxzGuTsLJwR#sv9X zgLj$1!_+fRI&kq!@PzTW-*vE)E0164zG1O?UYM{SO0JtzanPXp70|Q4U-+U4t?T$~ zkmq=Jb$$ToKF>1Y<~q#zxFFOkf&m&nH(U?Lc<0{+7{nNYc$nk9VotlWbbiiYuDakn z>>X*7T7{N;E^X#M-NRBH!qB3M;1*2%q&ea$`$o8Md~IKqdQWaBaZnNMQX`p}#D7$d z!8C`44rDq((UApr`S_2mrFcp=JBg?N1|*S}UHq5Ef5l3YaaEdV3%CEqPP94llOlc= z@~W>+DkZWi93g1%4o)ov^_-rIE^`$en_(hlCj#hv>v)lfXvjJROy~(su(qx-eFNoQ zHeP*7m9LxzMPORdzCxM54nWGp@W=9V!bX-1cBtsvVT#jhz!PN4&RlxyF2f#ANzmx1 zU2|f=s9eDY^QpeVCF#Aj;KsC0VM0uy_6VTkLgeD)mDwFxuyuD1y(XV*4D9JRKRbvF z*!mO!R&9j|d4+MMYic$rV}JYELG4h$AnUJ7?4pJy6mf8Ed>lC^HQScxGf2&&)e11K zPG-XDtG~9Ab+(1cW~l!oa;6CfCfMp(33>5Lp7NQBw2kR%c#RZ7eaHb2kn1m8MW1afENpH=`3Z{JgT*Z$ryaiDPNB7~4{~O3R zRjN~LTb)G3@ybU(Ye3!SGz>TZF9?0!_Vg}%t7?EvwdoSs(aHOb7bdEQUtH8lhL$G>IOFqf~cDot%D64JR4ZHLaA#h>Fyg%2!Y zY?eUT)vAvxDfB;sKh)xjTQ1x zcZD@OzDcG9%0J)_ew`l=LZ9c|Z|#)3%6g%0E+a?eV7J0qA-% zM-&tcGlqFzQEqV%O4SEU-ybaQpRppu8H@U`Fl~?53 z4)b>?Qwb9f3B&elCIM(*Qxfei=pAhk)1K`R6hiHkYLOU@ls)3}9ucDf7}!2GS6^Os zu@3EVytIWNlz*;-lQ%@T*YeK{W09tfe{Fhdt@2ppHg}ENW9Lr15KYD3 zu%h!4emtYodEWwR(Xjp9Q#B)Ce=s9c{RN=?TZ|2}hQ3Q<`we|v0CMf>B#@*uEjX%sDDC&R+T`BpRq-=B{W3&Ad=X5YR*sT|FiRDv!LSprNFHOcr;RO{@=2=S^rCpD3JTGMO#bcztO;$=C5+G)=ev77qY15F_ZgD( zIVmeR6=1m@jNH*j^)@7u&|(@7-^XuLHv(m1C#WywO%nRDWB=?z^38b|KRyQacPI)n zdhia~5a<{t4tNlDAC)|O4s!~%V*rjBx)>))zjwk2Rm8sqb`w_G82$eNV?dn0l%O<- za1tWYo7N8P+-QRq91h?JpV%aP!d$$_1!9v_I_Q(WoR;ITW}1qN z2mggA^flB38rPSP+c2{yX6XwNy=Jbilhj0W)?*OEPs;@)G+wDwz9>*Y*M)BmnG=DBV9 zwJ(-u;+MWWKM(4)E1aOwD%XrRZ7A@dn}RMA#?XT)?`@>pWQW|zipk6aT13f z;4Cwde=wNN;U?FYgXT}~eVoa$-ujuprG$-g!)X?njHo_1If_d^J=Jx9a#`jbPt`jm z7tEU;TQe!bgrsNXLV3Z^j?K~&3AW5@vb@P`=|kU2!q5hGYC-dJ#x3=BV(#d!YkP`s z{?=SIKVa_gZ3nSjk)Ha?zr&V2Mx4I8w{p3bpQ6b=9n5XJ#y@2l())e22+`E4CtNF> zG$kKuGT)+u`BVF3;IO|LQ8&2zDgSPC?#t~>$}C;F^1LDYu%uC%HepHC5?m8f)9WnV zi`(NWO)m`AS4^k(Y3&nBeCtEy`2kzaNtpe!)$Ln(@}akmG1=BE2d#uf9O7Ey;y0}HHRo{N#Lj7*XEyLt*zc}T=FP}VQuvc^QYt~ zOf{wD+gtv+tr^9oRi^%2OvttAClTsV#MGU8!K^!BN;8>%i)@SSO*{S|R?iSzM|1d& z@{5Y+zO^#`WE1OC7;5HsBkS5`$E(e^l%*)0qc=YXaqh25rW$8!h@=8?a`nn&ey*t*-a-pVnoxnc>kVeYREFXr>nPSZ&6kv%2Ly7mMG;|gt2R; z@7a*jJc(9^lhXs~*;J7E%;R3ik92-F2_;NetFS8y$Y@{Yak7ulGk5N#r5wlJyV~0w z*jlb}GP8Srn7Sm6W^IC4Zc^Xhh-DsiR`T00ntsHQ-eMs!Yvs?7XUnF6w%toDqfAr_ zwyPCx=4W$A1P}O) z?((rww@jSW6j;_YPY~nV=+u5?)T+6+_r_O)m`wE6SJur9jz4iHxu}E=UM}Q7+K}E$ z(zKpP58#lTRh(PYStR;!5NUGBv?BJ;L%1=6n=3?jny5~F7zOHCuP+*g#Kmgz*bOsO zo2ItR#8I<3roIrgVwbFFNGDzEFfpaEf5vlEt!bf?+6S^yGu(!7oSyrur=j_1!FGY1 z@#;8@y}BwGzAh|W4|E_koCesLWt&4}mXiUEgCWlgYX_?sSA(I~JS^T%0=Rb)=g}JO z{*)L@$k&|rQQkY9H!?==3b6z$m)I~}b?wP#8>$^E)vF~bdub+N`8!>FyL|unl05dTs*6ityiRzCrmVeOJ)4%dDhw%T6gKB34h0*RnloJq=SQTG zb8hwTP0am5>&AW!yB3!rRT_HFJC3k$qzg&I^*H{Gy85tD)!GNN3z+vdbcb;8i^G1w zjs11f#$wzAaa{m#gAMGw*(gl@wqLoM${96F(`1Y;R>l*RQzT0PvTGe4Pr>tkuse8e%n}5gK>{+%D*A7_TDr=W3Yg6IXx5)F<}gmC=@6S^9>Vihu5z!v+Z4~&-fy0vq;ARYTc+4a zhfa@esoo?YK^-0Y+u<;O+9H^c!ML;L4q7! zdA^{=PoT%M%ynY9Y#wM|tMjtYSbM-ln+3!7*CJ#a>rTpt`z&S~+r#djtYp;ndkYu$ z%h>p7|3rbM_-z@vEg-8FSDO>`jknD)j$YAis@WO6E0afC1o4ShO+R!95A)K=zX-&^ z%1J11dYS0s!PRkPKV470ag9})#`{rmTu-aix2$?1OG7rt54m)i?jvs0*nEs89qU%r z&v0w#pi25SIxcM2qc8nlZKh73!!!|f60)I2>AbG#WFwEeHi8Kp>2j1t9LFPp}y zWqr)q9nro?Dq;(Kb>FuZW-;m4wd7A?raco%c&T0^*i}q_S-ow6Zbh5&%Q;Xd<7=Gj z+1@|JHhRM#b(AU>KwX44rc0uE>ommC3()>M=0+81c25o6hF%UElVQ41TrGFJXt7&p$hOoX&`3jR7p7wt z%uMqbvKbW=!(u*m$e4XPHkcs&I93lIJUC;Xm8$t!Ezzpcl=9FjOBAn)ubi42nsd37 zzv@)M4N#%GKKX2JK|jf92Pw7NGojE&A3B@G@Y>%fw zHSPNaf3FFyeZDkLV;%RkAbH0?N#kReO zN*Ps_H$anJ8ZVMO?YOJC%!guRqu(?$xe2dYvKdP4vi2c3iE7nB)GkGgRkFxxuML~G zjjI$L5-4u;sSzq_W9z07436hCfqHz3oP+(;^Bc)B?-M2E6W+BS@}6ec>yIm%rvh^| z5J3&OG(4B;@2OyGWxLv`p5X34nGn2rbTa{E{-us!X@NEid6Z!!pm>8BWf+CLH~V&y zVI)XHe&ISLbW3dHx?(qn94B*+obcbg*OXaJJLUSc%A0!K68wv))|X@!ipN*qUawsn zn2?rYKikjA++4oI>~9wsf0A*}q}-^$wAqYT(~P=2eLJ z*D}HsUZB-#4EA|i!dpNv@}-@HhQexTT=i}@K9Jn@S921G)!ocYLdk-vQ%_kt`xS+L z0PUCQSI+|tm01mL5oe^K+csewi-o4URRgS)?(@_OLD0A;CKF@3Au?YCiMHJ2XqPe? zO?_?0N)+!^(JQGIE}O4?gmQ&NY`~7!Smp-kMo9}_ibAG6k9&gD>m}=r7fbnR`xa7q zx@klLb!x)%6HHkg55m*024w*>6uh$h+*t3b9bL~96;5dSY2jT0)suffWrK${?io}3 z{VVJ!2??);cie41S19NfyI3C2fuRA?vAITV^noI}Vibm6jCi`t-#%a3r<-IoAbAta z0#dqn-6qgpdg|cqQmklmbUUivoZ3_>QkFy*T9bOJxju6m1}4|Mlv%3AYWF1Egf^ipsHa$KD}UGOT7iK^t$0nYRen12=w9V@cvfg(`F zZFNok?g{R>ol?gnhKb-d^lU~cMgn{F1H3js0~|&XCLzh1CmAM+Fx*#LMuui@f0b_0 zIp1$|r8gQ9`22lM)pG0m zo#-h^s+c=GE4qvy7k$g9}NucXWV6{iUq?xeE&G-cQY9pvY?)5iK zs%;zwFVDZyFw3!~!8ml!WSC?pi)m@O&+x2`@ojmlySu#NNU9+2v(xjwqXMXTEn^r}3VFxA|kvr;Prz`~nFc)EsC@7~eg#HQtL zKRp)Ep5QZ2kkMYK!gWi0x@D(Ddy$=f=WI{FymQqp${_s=wHlstXk3b?#JCn1xINZFA^Po9Sb80yOnmsJPZ!j7TZB5;nvHUFcZu*_M{T!p( z+#h~&Ov`UAoGiQkJTM2<;__%2Wy0Ahk9sj^j@PskkZJ?euZdwf-GsQjqDCzZzm{^Q zEETF5l04a$l~cIl2nWsf>CqKB?V32HKQQIk+U;w*AC=w|h?R~)?_=ox!U0yfH+?ln(sutoFnaQ70(ewEpn*q)ZKIckBV(cn|N{SB{gD z4%m9mv3MGELxY@*k){Uu)vRIrMUl=LdnudDr$IdgG%4O$V=(omApM$kE3u~|hrAwA zxxqXVs&-hd4f0NM{9%JqS6!adbKKkK;R4XDusmG|c$MS(h0$;kDl=v3aNg&1r;J+h zHOIM7hH_uN?~UU#>2!$jWn%WzDe>WSq>TKS*7Q3H#eL~;Hy#0Mk9?y_YTqjk zy-D)!SxvX(z;2ncc)iwB9y%hVJxfhb%&I*Tm4?v?it{E~c1I{}^R^grM6aE(Mf$!;5|#7o$?OI2;-FPo;V9`G(mKR&Qt87Gvw=n15|bnkpy3!eI2Mw3zV3`Esb+Gaj?B?sNSE# z;$xxxO*h3s_wiC3|Exd7185WLgPOLNPuloI85PGDC*EPH8$!#buSK*9;gjM!tYtQF zpl+&`@@D!DD+TSsy1FWD)l&i}_*$Ik%pSHuJ78hW2>Dr8PQ@v>HNhRwiJ3uPwfn5PCB+k$9A1)~YknyPQlk z@6PB|r&f+Fg|^olnxiWm-k51f>T);T=WrSk!T{PrrjS9PFISkGeeWGaZLKM~>_Qhs&9?X0}Mi zyVC^c8LpSv-GzO&nuw6*r>Oy{%%#U34>-|jP9|wp$;cxnei62xoK$2k_SsN0In9(G zPZ?J}_7QHERw_zm^vR6p2S;niK$JMv`^I@o9|!BCivxbR=-}&Zv+4GLZ&j0GdF_9Mcirp9>M>oJSghp7zLdnVV@C6RU;Ikh0}7+;~7NsH0) z%LZ?Zc8Jnad<;YfV+(!_eV|zb;)Qc_MoW>vIV6?x8v4bQG%Mz~E~KQ_ z=vu;HcR76c;eiA{6S?)bFZ6vNGR=jFG^#nUEi->&=DrZAesPnf_UZ$-GZFp%?$1hc z>ZAbor6JYdjg%ssflH*hLxhv0S}%C5Olf%6OJ2AKHNjYpaB|{B%`%oEoSZ5(XGsF4 zq_QPb5(-DxQOjU*kdebvu_wt#5;~-ppp?)E@rl=oP296FM-t|fuam6#%qJg}V)Rid zMqdX$heq!H)C;@22s8;)ukCIk&?MD*?GQwu9TS>k1e!Xru%#x|Ji)qa!3c1sw=W z)|<%ZeMUv1pvSmRl7uUq_)u`<#3y`Ein&gFv^mIPR4X~K=~7omL;fLxWLk=8pdTVg zG862FA0l+CK(YH7BJiykHxZ&=AzZx)vi%7ntjXu-_XnE8EdgEr^?}|4b*4UUkXxco zPvbw(1g6=NP-2*^`OhLNs+P1PNl!CJR{p>$FwK#bKP$(^>&Ph{q)89Wp;t?}7x+UA zjqzOb1rv5i5|a09i{spoJ#m@eC${zjTgP;t*xGN(3mRHfO@bg*V0OX0rFwK^PiX)XR$%a*V+D;;IPctW0 z^rMkENt}wubLqnC zgtfXNNGo7@<_e3DuCHwtv=>NxUNKzm=h8B z$4hg_iJ(_oTV)k7CxTv8HeF>CyJiy5i^xY3$0R!ns=4T{0~_o1Y{Hp@(&+Makk#ZP zpA!j{e~d?^)CaU=KJnBaSCbOtlogW41v~z90O=fOt-RA+N?4)6bmch@F<&Kc0(Cm% ztMIV5DnUZN3h8?&zlHKuNLgJCE}XBDyCS4q7Isd~;A*Q|irl@)3kkS%@s5Cam@N;g zqIe*2xho4R%BhcB_9V%67u_W`^{%|g<T?beSF}`Sn?pon<(1v%5E;Jt=MFhUmah`|LkK|SD-%7q`rOtB;nge zdlKRl51gpP(1|9bRx4y9aMEX1Cz_aAF{pZ#&9+t zlD%kTUA7;Rz4$(VIOKX+ez!NCa=l3PUY&BiNNZjlbG`UxWc5(qqhuz3B#GSv|M z<(jTvi<4_QD<$x_3Ku{bVtACT(7o<)o{~rA*fWOHXwwGySKdsber z&jF>?U(rMBRByR&xJ1=gDJTkK#|Nl0uFg!g2waYXCAw02bJbelTFvE_iz^bZlwr7e zZ@QcJ3oX@0sFm(IS&dL3Aq~bT3roKak3YPL3NxI(ZKje6WDaSmJHUCX(<|lCucb;g zKP79yY*-5NKCgjIvH#$J#ZbY9v|K2wbuh-kQnjdbm9v&qohvtV&!8w!?$*>f+y1o$cUQ0%CB{bw>X&Q~SDx9B!ctki?6r}WN@8fi(u+%S{ z9uLf1JZ-S4oqsL@{HWUT~1LM4J%3zLtuf?<2C1Pfz{5S)D{(QbGnN73Z{R zO{=E`54QT{w>Ku!2281ewuoSn2oC%>LXUFl<#-+1?saggmg(15F-PJeL~e;YjnrTd zn4X6mr$-#Y^N2*1(%~h=DnXu-bKWIjZI<%y&0vhuTXswq-Ra%CB7!l)NYp)9Sd4)l zms0(iLwYHmsggN7Dqr5zQFa!fS$>sKRs4obueadrHu~k^Q2+T zotB;nWU6#}QLyU3%mN5H;J0(L{`815z4F~kN=UTT6g8L(?(y@}TyXOv>%!ydOx4b_ z0%_HOp67y-?7%+nvY+2%XR>HdZ|YV%(6d+af*nwV*~U)~WHX(1_y8VOuT*nbC+{3q zuSCH#uRcWq{PV-rB*aWxWS~RkC_||3*^MGNjxgXIf?mq`Y2%KOh$4iuSP|@=#}YUc z%1`-Q*n%F1(n8(Kj<`sX@{~ePq~UrJ=f}e(t(GAzFJZyRMPl+pq^HOb(kw&sPlE_t z*xl++!3!eurr!u6+G>>=yGW)SA3e1k82J(up@P!-80)E8h`knGN~i@2lME4oO|a!j z=sN_l>bw{n#QQ)ooEH?D((X&ViOB+rVj(RMwXj^0kFsNQNZar&;9{Rw-`7aeNL;NU z0AFp29?Teb(m6`!Ts=p9j8?~}PhGJh-aJMAmE4RGHSOZ32ocly2#P!)!Mp7Wm~TSRA!I>rs_{P18uhvo;x0(CH-B798e#u{O1ql#c= ze_2Rpe@W>mPJIe;@fF;~GH2R48cH(Ec~i+70I-ihu`{C6=@@9M$6YHQcc&A-=fK>j zpd4j>C@(rIHE*wz&B(m&Iam>1tiR)`J#UkezqK@WMbdLA*rY}v5 zXp02V^bZg8l(PtQkvx41`|(Rk{uIcpN(j9YOiRg}CE&sj`cpKK$f7>QXX~8Ml7~ub z*j4B7DW1yUAy9^Bt1*UIgmTuK8>aZDZWpO{kwqdiYN<~((^gwZ;1P;94{ovr!%@q* z2n7mQGF>*u=w>~0DljVzI&<=3k-kJinan8Zn3Lw?UXo5ZvpG;&mY&1LFd9r$@f0|& z?$OJK-ZgBi@|S=plf`jQ3ux;wWH|)n=76x)p8~B!mDC}0Ty+rSAlTHg#4+42@mqQk zT%}V)yv~O>`Nl3Ubes=l$Vq>QU^A7DeMNsjT0LX+OVLb((;1TN9)Y~4P({!c7~fIy$~Cn6_t&>yGfs94_wA$no>zoWCG5uL!J;$nb0l#)3+z)k0%akYu_zNMzkpE?Zjq1yQ60$IFa`fWLYw)fGK!zoqKs zA|X*Ju+syi{8K8Tt=aYSZ@)+c1=I3l%34wgoFNaAlEYOs$ZQY5f*cJY8~qJ`~iM}COQw#AMoeuJP;p#0nYvNz^5Oq zpOT4w{lR((dJvV*7W`lx*ZpKdqy`?K>4*6CK=2y$7;ofew^pyjJtH!o9S{QlY>#Qt ziT|yR`Axx8veC~)A%cek{Stnn>+(ZuI5_={`)5t*5ekP1?f~WW<5xxoX9YezUc`D#errCo>0Z}12TH$ zW%xDpxd)40W}!#wvY$@Kn3feh(r(iv91ud3Shezr<&=yciJ@GuJRhhbDJys)l@(0( zFh*8nd!UMyPE9d;Y?b_KubM;lk_8(;D_gK#g^(rIt$yfpeN-r*NmN1Up*VVyEZFv> zU2+MuVBbm50o&v0X3@+f3n!z*m7+etS!49N*agFWkQ}4A)#YBU0Q{Uhu3U77n zF&raJIMdUf>>+v}gf!vkZKSzO<9qPRSDxP#GVK9~Ev?}itqJ^q3nk9F7h<39!;duK zdXaPWe41J<>bE21B%+nnL6e{?COg-1?;^G9TTydi%~xr0QZSWg$Zl2|q-6!Kv`$Xb zT7?iLHlV_1cq)8O&sGJdp0tKYS-~qQRxsOx58v#8YsJp#SA7Aasn%#%@3LTGPE%Ck z7Jkis(i=GzH=J96+xoL5-}_viinz&wnxp5Kmh!q*+InnW0_YYC0X;Dn+>J1~E6k-| zBa_4Au8Ec<*6ORoq~k>hLB~}3Ht6-Pgk$2R`mNL8XJkN2X5qB@Y!5M5Mo%mSi?pH9%Zd*6v!Y3ANsd)&S{@P@ z6~EL&pgMr;?%j!!)$G$(HG73cK!y>X=-X8Aw`_Q)P1aj^*&QiEV$wBJ5oX>|5~lf@ zFi8c2=je95i$8=i!&?Q~od^y0EK1Atk|O690jhVKqN!B0c&;G*)-0xfh85&3NbQc4 zkGSchxTIb8Rk@n0B2UDvZ+0pIJ&6kmpXAnWmcXht>Z5Y0;4ammE#m4vzjJ=Ckjv0j zRyObo-0+3>hh#h^(AXjT%vnQ1-la|<--~$9zAA@@CFGXB&AZy z7?ln#S~gW3Yc*n`dx{pj6Deysn6Fy)gAhlN=}Z^|F(4{_F z#ZwbI&gnJyK~3848rQ8FA}MA42IHg%&|(!D2_dNXsjWSxO;65nnRStKRH zaHGgO!yo}yAp|W`sb`zf0$qO8nVw4ZVO^qEQp($QKHvcNn!9b05K_816`i(AswE%0 zo}izdo^AE>t^$%$R=V?1iphh-`&Edl4);gPBiEwQ%_mg}v#5oli`VlmjYu zIWdW;_xFKtl|s5M@D!?_(@$E}@iB62nSPWRl5*PbT23JeiQzs1A!;(vvY+QF_XecQ zJSEjfnGMsAM^%j;N`xoA~2;7mDjKeQgRAl40H4WsD zG))D`sYv&_&EWY;#a^a|n1|D;OiRD%IFHg{ggX>^mSc18!*OYGGw(Ef8_4NhX#Sbd zok+R(iqG@1EnRl7ZWf|Hn9K`GcuK4HB5SE!J3pTth7Fxa%Zd)}tD;%z{9S5)Obi=3iIUYE{6{sDWsD+h4C8sEK+nfNINF2_PEE%@!7vPyP6rdwFnlk>;o{Eo zJVOS@KQOC^FgU%Q|KJP^OuJ@-iMN<~IpWy%qG;2-22n443a<~)cDMx(x3rJc=Bw0? zuER%N(=!OcxjExZd<)@u62qNH$vlkzY96HMPKbk|sZM??9p6Rd&6@Q_uQ0BeOORG` zbRda|OJne!N*AfmH?UM!!oEd{ty!v#FqvBK)B{re1YtG2&c6JN`be)H@<0^5q8|K+6gaUlkk`H~vxLw-6Q_jPZBL#KgkZVJz~XQ};B&NyCmM_+}6E z+Qag6MDQR%j;KO2;2o*vvXp7P+y?Wp9s#~xo8u=vmY=krV9J~-=vm-AXFp?Nx?mSv zUNgIe`%?aSzC)_&GUkucn;^qe=I@5V1EGUu`Y9U#6SL4>eH5BB?SuWOY0tU>h5@=~ z%F8b1K*}ZA=GR>W!yp|8|5e9^9|dvUn+_%kj~&oY=B*;aj+Cwunn4Gg@orM)gch`e5^=SvBuyEYp$~l;;c&BB4u6#c?R-%Wx@tV5x-ooN9T6aDc zW41l*?vyXawD)U0Qg%AT?M z8H@b2BggZJn)}l&_er-Ws+uVL*r_atPdzd+1GxO58)R#5R(_=d~V?4#SCH&+TD0-MUUo`PLwBBEIi}}ov zIqx{jr#H}659z$|EuSZKW67464q?x$1-!g?W_-T4WY5!sxg40M{Mol9{d8uWMCZ|R zvvDS+!@_gc>>H@tXqVpnT(CVI{G?2l-ctQt|)q_Yp$_h|LJak zc0O=FRE%i%2Zyf5I9U67m9i8ER{Hb%TlR2Q;QmB~CkG`yzjuR%f|P2&%Sg+NMGcyYFzG*n>}q`v-ev&rq~pJ+P;Re%f{~> zVEe$v%PY3_s#oOwO}fV~hiBKEV*T`eR(NrL>-j_~o%nba@3q@f)|-RRcY>l{PO{r(Q*7cZlkZ+~pB8hE}I_wa(+ebY=o?SY?SJx*V|P04uLk-vD)O<#|`4LZd1e41m5^(c6V>3s5IJidwdG~YNK{D?)4^NsTs!ucvj zv9mS&v|n_J^{lYV$6;@2dwiYm3r3zA7kgRb_W1suz5jkZzYadCd_4U}ll+tLvU0W; ztvns0_^Xa#@7_?n?_}Ig=Od=rY2k-O=cPY#-RHFB(T*n?U%IJip8TaZ7`OA8s~L)) zuPI{Dd7V*g;t1n;yVW>eudL4>$S70P*8Zhj`D~D6AzQ5A{1L6AcbmAAU zY+C2N^3_YG=39&R7YHA24nM!SIK`?DxMln-yY8;?alX5%(xuWf9%SJ=sZRT7=DUxh z1X|18ZP>d`xBR6 zwDbH(^!|S9k6dFubXwYZngAX;qNYO7X|C%Oke(qDxF0$M}MY|NZUL|M|l|K7acD)Bo{@+DiTIzkdA7 zZ-4vl^Z)$w-+uV{zkmMj??3(XAK(4?m%n}f_4CiaefK|p`SIu9tk|cwPk-M3{rT5F z{q@%${^RpMK7Iek^PORrF%32<9fJq#xH|Hp=N-|v-Fc^NOxJ3>Pq7|aC##sOVhR4@XR?$o4596!T_y?rjLQ=x@xTG2_X2+Xze zATie^k897%IWW6O764zt5b%Ee3=7f9MIa!&2;5kG6YBVe>Ud$eBg^3(&fWpyWfOQs z<=3?XRH-GOFreq<+cAulXSfTN)g*wg5#da;S}H|LrLa8VLOz6=(Gfq|B!%&lv*fk( zbxv*pZY({MSb*2N#Rbznf&<~1>;d=X;cjfcwR!T~OavE%ePePjh%ciPUbxg5RBnqH zPeFz78B_>gHfR`BNPO9#v8y63iuDbP^}=vRmcwQZg9nKhq5KR6tz)`Q@HjR~pykCJ zukjp@;D@as&&?;Me!wyuSypE{O9zugC-~@kox5J=uGeuOJ}X#nCO=2(HaJ=nzGwzd z+Zznr&Tt48QEC&Vt|lGlF{mXLJ49ti7q~OM2{m2tEawR#2^|X#UMPnvatzV zR4Y2;S&`=$rbCR!AsXwPCa<>2H*BgD!9F?IbB0eWEm6F)imSmBS7M2LHF$DHncUID zbO6MiSzPGiiPnvcVXl94gtHRK;TOq~KukZ#E$aFraPEA;_*}svJOt0I6X0vTgXGtJ z0q4oaj7$XIw#W99vtO^Tcv^4Vfj^c$qs*1Q)MO>SA)G|H< zj|-e_U#qZA6`p^;VjJRb7xA}q{5``>z=h$?@L)Jt!@dceX;w%(!-G{^f#?hyOPi49 zB3JM@!_GEzQT^5D&*I@Mo~&YWQzRF9^vTYjn9npvA3MVrU&Joc@!K%L+!U*y4v~MH zzsN85A3V#Wtvs8+>xBl=i6PR7A<~I~pCnLx2t2S-ePdX#bYpx7N+1U!K-_WiS;W*I+?ns}aRw>#rQOl#F0nBZ6bTrz9(FEQF?&N?~xc$)whnSSW zivL<`u{T_5G3ZrY;K_Jn`nAFVaAlU2LmRJf7_V>ue0{G2@?qnJ4-*R?Ceqb2y9Kg) zVHU3}ZbF=E8bZfltA}un=mH;tp4&PS;S?;%EQwV;GEd`$0)tM8x*Qp%iG>0a86)AM z7pzX^VnNg2u#*9t2sc5#`k0GVMCVmR67K?c##euGF<(3vYa7GCEM8FDs}MI97rF;4 z6T*_KBRH?=xtOy7o=lU1CRzEz=babFTr7^A#Y<&)Fw8D_yB-)ayWq?&L}mwg+mL2u zaKSU1;F(SE%qBQb3(nJm=QY9en&5d&@Vq8?UK2d837*#k&uc>DXTkYdh(+q)d@Dr0 z6(ZjX&bNZ|tq}QEh`CH7hzr$w5qL!<=U{^3UEo5UZm4~CK@&_fHkKd4XoK5zaQoTDa6yuHx4l0l zkchJh%!PPxRlT5+UWK@^xG;RM2|{>HuziDlH3pLlSB+#mnI;8Ia#dHxIX2$Kbf#a! zFVPgVSS^*|MwVGYjC3i3Summ;Pd9A1)1N%7T<@HQ;8uCY2;wWcRZM1yWyPP06Gjwo z0`CGB%CEptIhh4@Y-2c>#f!iz(zvjVvoaxc4>slMWtC@jB%Umuf+m?J+3-hisyu-^ z(;U62a&M}b%o5Blx%|C}(VV|~j)wb7h-LKy@fj0nnqi@*gd;Zoy;wxA0 zqR;d32NWLy4>UsG7%pssE-c?gsofYKqOzkhZbIIayeQY4aTkr^!VWI%;KHX|_>^<2 z%(*qG6C2ZnP&0&@(FHyPE~*ud>ZfRx6h51x*c8PkT5YWj5X`>0)&>v{EcFP2op%-x zPw4`8>d;k$kt5^oA_(#Y3}f*A0mO}IoZ+~@5CR8hJ>vWih_46;uwv;fJ{S(Jf8PXN z&;XsS-nr0j3ai+z-_!^aE>XCw~=@-c_LgIl9bM{ zvnm|7j*vTeVb}Nq5W+*qFMpvUZ-wzH_?Hb_gnAciG~$EfaQp%T@UofnRMy2*7VswI z+rUy=V5xmW>0Vg6GTfMiHR-~NV-vVxp@S=Ag;}f$JOrNX1I`9>Hkenz(gkkJ?yRJT zph?swSobIl4<_N}2<`)s2q&8>*}t+g2`iY!MoDhzBUn2JW#^zQ4v!8#JUaOE@!-$I zq~bjw!5XuRl-EVdOQ%Fl;K6tZo)wtsxMpE|=|gv;jD=(5O#afBeD;Cxwq0>ZpA$cI zBh3)FF->r(*Qcg&kuiCZG5O#Fi3=sW3EWwmaWy?;+$okJQpED)n*~rlSl&bvS`qRU z)i+^GGeIxZv|xJSfXL#LLETW0)I%^%qca_EIat{|kSeAiOEOEF60PA7KZ$GfA&p=JJ0&luqKK2wc#Q ztM2DP8^r^~O&H8f;DX+T_Aa#d5O^{k!a<@7TsTf}i)TUWq|iPEdkU*1TkYtA1rIKn zIOL6Z6F7R{(Fet0ZmYZ^W4u|wcyo+ZKGJ7m(+uLtcoXt7^9Ob2T8fEnGbAopj9G?Y zpD8cmRp3``&O6*l+(of2)O5#Mg`f$ceFz7ME^y%rk*H3JmdzmXl{lVlww4G?Y_l=3 z&4%z&1uppOCh#I~Zt~UH8h_C;u{FmUE^`9BI$OgXY5+HuUOi1*3t+qh2gMbQA_)=i90JE%o40&aKlA1d2(B1p!m@X8h(y2-U$P6sSGoB-5BQTFA}lu zgz$FYnAmkOw-FmgjCY0*T$yF1c3n(u_>{NtDQ|+A#Ml643^R!fbGfLfhrpBZ5Um=l zWr|``(4=V9#M&O|6`u>YF48MLFK&EZ99a^py84oFxEIIh5cdlWgnQ#~ZyfH8mk$h& zTM*3LYj6;!V}Ye_$kK&bdS@0BL+8gu=_`{D#<>Y!Ymm`b7Y#vcfOeMAZt9x@`2oQO>3zv z-B`La%nFu7>52_^4B!9@S6mtf&lZDciy>xi17zL6gL)kE;X1v3d8IhkqBo&gJoxFw#(7S61P-X@>vQJM-`8bmtqk` zd^ST|IKkw1aS1Qtm!vDJGE-|3cNQN- z;DUY_DmfH=ptuP;nh9Lc`^N3(qE;?y<-%`V_>G6)NybCy83oM~qB}$vxabbS{uhp= zCM%P|W+{|Op-hUlP0_Z=eRHh__=Y(KiZlHRfGD42g_YhD%{@Y$mld4PGh^VIMlQIl z;Cu@t{S5Q@luVE85}|E5#`;1&S975TLk2arfdb#Vrt^Sb(;;CZRy_;LgkMf8KlN z+?>p2HU44&CRWhZe!T+V zEg%7O?T}gkcvDFx=tX4&cq>@E ze{ykpNq{FFGAe!v!Lu~zL8TjE`nOaQ8lDUj^?pk>fZf5Qf&ZJsv3bqd>*{RP=R9AN1(PwN>1J^j?5Zq;ZJX;&g ze<j7q!5v3rEv3Xs;TAnD;2|2AmCE3}(-Id!!@ zX;~WzE3qR+qG-VQna3exjMvOT1a5{aM+74wuOHPIn1`}uqv{0&ed9Lyp2E}~(Doz| zMpGy7A(sFnTSTdhiiNB%fONu{)T!2@In2J;W>SahMJP1!si5yyadsgmU8v1FfH*6WC8u6ud!hSSE;Rz?v1RdTd(qV$~2eXNY>8NfIjrm@jYUTBRmp zSDkayto~|Czyu3VAVC!CB0t1W+Cunq#uYz`=geeDEqn~A&7sZ6+BX^1SFf3-@x*me zXzC0)eoFU^H_dXZ*Q@NI*MeRas;dgZLUjsW_AjD&s z24NX|Cu1)l5E^#cPlQjRe1fet4AeQ=`6on76Ij<^u@MDNaW%s-xCpm#p5D&T4u)FV z9a{YB)^E-&GmC2D4up07G;uBzb)<91j878&*yu_C)NeEh_W4uVytUe1yqd+ljY~t;4v;ePUp8Ee`3CG64D+W#dr1<#cqYQN9wR6if=P-gj11?pg=Coc0zodS zNrXMxBeVE6Sx^1YZWNYH2NhIBtIBQzq}#@R#lwTyW##;lN3={X^x+RJzaBO|Do2+! zA!m&-d2b*ClJ#dVWH1@x+Cp)DpTZoaAvhAahap2)`6@yRc@d56EZxjHBWd{?Wb~M^ zTgM3qh&P^g(FXqCVZ>-vxrNqD8K*Hzqez0wqHie&6h&OfxiZJiP17wDcbxY9NpFN_ z|9pe^)j=3Z8wIv`zcPYzCuLT)n9{_MW5$-o;a)cAwp-{6%w<|6~!VLJMl#g$*+|+kk)u8KHEp`EXnx2lm$1(->V%H zEH1&G)>L~Qo9!^ipWDo8)>JvCxJIzpZ?Mb95BAwrVTR!*pj?CE>!Km7k=FxH)ub1e zg;tERC~m&4YG-hHsTW6K`QS#TU>f)GLR*i;gFSvCoQcZhmdG6p80wFzn+E*SnqDU zCA^BsPcCYWeqcN#o@BV8BwSwD;tP(dWfnPMTAqX9xy@|Kt#ZUmAyV0h!j15BkMFM| z%2IYm+Gtva2v-NR{mZv zO9m^Tn91OhJ(Je;e0T7r2%2a0dh33QCx#x@Xy`4m{+bGp z-MmHO)|uEln%GP33R^5%Mbh$o{0`^!VLl2^`g62=JTW<(M!!g-^F4U7#yQi(y!Wu{M5A~lJ8H)sc)vNyb!l*xF6!iSQ*MtPy3 zLn#~7eWahvvxBptd&6#|`C_m7#Rvt=fJD*MG0PS!fL|b66p659T=_RNP#ua>sZ%D= zz4qgHo6b%#8vit_$&G-4LUvhj%_xsTufniYQ&4LeGf?kQc(x--e!9w)|2M?=2Lu7z zzkmNFw_M`8wcQB?{7nYK!h2~WFzzE&@!N=^!$B-UN1^AIWVLqTX>BoO0`O(g>Hbf} zx^U}2`)eoa`k#jbb|D`n6(aFx+y^p;8?(M3^(Q0r#(1F}(*&*l?2U|}iUFY}jBp6+ z3P`9Lhr%u-9KozU_X~3^D-hQmDBiUofT4efq1swWH@qv2e|cIst(jA%i{Ts z?>BqqN(U)Wi2M(3-+a_>f;z zA!{Wm&e3MSq}SaV1ZnkvcfmAwYt(d8i4IGcb{W~-w##6IwfW3eHg@hs8u-qF4Rxb= z8&pFyTE53|OwEOkbb}QAY4G7=3#w;R0<3wZdrJD1KhSc+N+rg$H#=2C^%@#icL(jFEnfEA4fO%vh(3}iPSN!vHv zUDDjj@QOaUsH7B=l9_Jr3@Q}}ME~7Mi{NmJRubPhxgjxQ+&_nyF?RdmY}OWo90``O zurr9Ih$F8~u0iq{iDGA0Bn*sFjYHD?72_7^5T4dXUVThno(-pUx0W}U&6^QCoJ$go znvu=F>n33!OIo@$2CHABpc!3mTGQpI2EHpvacu>JPzUBhySm+TEnXpR#HkeS^u#SS z9xrY^|9h?jhCKeBNOy>q!2qLh`KgVH&>(iI#B$xSPJiT;uON0fOcnUgkj#kYW1&a{ z;kXklyG7H6d{fWLxWT2XOCJzUZ@5PdcpwV( z8T7cpne_EySTIm`1x52lC&Ccysky&h3XRMN8{U5+B#M{eCR1B69P@qY;3}RhdTeK)LT*JKmDMW5j(R=YPw+!=O`CoIt02?RbdCwV4y^P5FJxouiV~RhD=(0m@mgHn zQ6M-sQ__r{)xl|fUIeyOMfY!7EquxMXwUQzXOLy1AuH`HG-8R3b%;b8viema3_i$P z+-(^2@=ASQkuF#K7>}aZh>X~*{w4T8s;Rz?u^kq_{JLT>z}3K`6;A)x~=*GsEz zS3sV`@l|-i6xOT6D@rMO5^f>InhA@-&8L&l=`h z;~xnsZ^(0l?p&Z?GEflK**4rDL`T3ez@42d^3UlEwvyMOYzJy+RKhiBX>qP7p@>-Q ziqrFfQ^H)}!w36Ld_WQWI&IyEEUAuXHh%?m{s=EV6QoiSV#reZ^`lC6i*z=5UjCHO zqa!Srw$|`}FtF|182{yT)`@Q8oH2J<;*%*C1)kp}cs|-ylE~kCTzmzyW1OB8)$jG3 zOfhb3a}s8Hy`#Qk4VA;SO{OPsV?pvaTewsFDsF<;pZgP3DPjOL)xc~Ii)ZLowQH6% z@a$09ro)5&u9%ozo%$8Y;x(c7gfcYkpC(&xO17RiY=hzSZ#smIFjI0N8%(5F?(WmTo( z>9Z&GI9FI#*H}C9z^cUT9Om2kA>gkc+}xAAms)d6`staSx7}>w3x8%= zDz! z4FCf_&wQbf)nYatQpIdEfaLS6aW%CKj|ppk_DC1q{SkQmX7ftNC}ZK_KPEHZqcUOdtM?a`6+4^-2FY0 zM}DK~&zl>HDJZ@LlHyHBsF4J)vpC(58WRQi#K>+KCMci!`CKkY^SgHL5BE>*7ld|_ z63gS^Ta9?Rrkvp*d`6XvVBs2vretmrrS9jq??Pzn6GYAEox3HLpu6_S*%@|yGTFZk8-V@tB${iHa|HycFy@&Ks3F-|A{q{|2^` zlW(i!z{3qELEAJlH6Mna{vO6r&k?s+f9scHh+`@z_ugIp7VO+9RD*>}a9GZk8t-T;bCKVc{wNwts}Z3A!?!9`~Ji z&I22xLqd(Z(V_mD`x!;1K(9$QjdTn$UY*x>|-BaFcI} zmnyt#(I|slg8gsc|8}J4*Nqi^^blyT0P4o6>DBzpJnoO^% zQlqc3SD4JO)-Vsh!?LqTSG2FO#3oqqyu<7mRF5H();46;tm|n?2uC_cDNGTD5E?DL zH{f`Y_>t@gGAd>t(UNBBP?5xeO^61N3EELSy07f!nyK*IDTK{X$_PAk!EWV`T!3A^ zPr{;98|hNPts@W%TYief9)qn@s(^=nz+(0DGFF}v=}VK!AhbtJnJ~p7=wnUbwi|5~ zymQ%a!9y94Sk@Q4oh{-oR)?NC6uR4?W;L!~cy5PIW8$Q6G|~0AAH!o|IN!CU45diT zq%AgD2M@vIHIl?^3G4JpY}#P258Hn`4p)5XiF2Q?WQB3-=9Pw)rtB>$gd4xjo(pT| zx3+es`PjCe-I5z=xV`hYJM0-6c}H=%xg-dLwOi`p7|ez-IX8%>XqC23r)0d1X)+;K&Jz)ydHq$Q@<@*qv z)?Lz?JY`)VXWFSY?|_=(&A_{K*fGiGj@6GqVTG_vQ=F+f`H8xro~Kbb$oN=OCh;p; zqG-Sc1zYI${1bx+#WekCK%nP$q&$M>@MSNCM$|tqv>l&Gfc!M}7UgoQQw_IfLWhdL z(477mLFKlhb0^EjG-FoRue(;|u3BczrPgyf{fdo_sVq`di3)ePT+xZ{p*PBzBsmU| zhO>-TdO=Zo_e}cd|8HYEF{%$gplZ6D;pROZ4Q=bo1)cIHKs~*YcuIjM!${Ne%I$OCrUU0!v@+F$;HT7xn z-?(gxai%+KUH$a;#W>9z1`gzZ+;w?932Yb#_>u3o?xLcmhiN`r@AnL^Ifkq#R(J9@ zcvQklCB#}e1|R|KVFlQiSvv$C1$e+si1#SrvP5{os6<(VU(?}eCx@gz_Tc_gN2M?9 zvcvfyj`-U*^$z%|KIvQejqD=O=L8(h2}6i& z{Bd5!T{OGVN|^23w^jEa`OpkvAG0kvsU#W0YZ9K(gVeMQ>$4pxkAGLb`4;ke38+FO zGZ2zzgx{p?2jr~kNyie9@bNwa>%7Fabvp{ zA{1^Rp4BZvek7N{Yd^Qk6=XmIPCFwhNQ)5H7r45eAt~p=E~t8evRIu5r$IZ;DX5_@?P zr(7VqDDzwaJF{_B)Wj4U)U+@RM12K0^2iMGL`{8FM!+N__Qa9&kZ}0B;}~V7qd5^u z;)ss?=6^LCX)I5sj;*?tT&>>HqAb7{p9>3Clc3Uuxke#qPDKW}SN7@*{$YoRaUnOx zk-D|qigvfYOV8-9*Q!kks%Y&vqfg0US0o@@sm6sll0ytl_5!2l2)R*96<3q0Xs!s04>9E3CFHnH7rTzuQs*QkcMY8GL~% zI*t(*5)(k(WJGfdk=Px~+sA@{?Iqdc=~iCDAg^KQZd~*%HCeS#l+RYZ{01*5EMJ6g z7QW;z{5SS``6St7WCbxqRVcqqTn&&B01fH`dD zz`l?-6bjHt_12&15HV>{!j+G3+gBOZ@vK0DQ@z>y)toox_#(fj#iPrle!XZUx3%IN z1N~<)hKEc<%oT>k7&jjk!rHm?>*5UR_}4Vq=w&HLr6}*{%e=u?5gQibjT01OdCmUY z^y1$Uf=>!Y1!PjJ|J$=E_|caBBiYrDKd1KJ9#mV?+~cEiQx2iZbMA#2j3p{Gl7+ zi(7FCB8YvO@R7Vwr(SL-q!}ww89|6ob`(Kl{@xbxgd|F=$i@-PROCQ%|BP|vWAE*G z?>s_sg3c8=(E&c8^LLh*K;itj$O>ItoqF&*8o4M9m(*ClAk0g) zPzD{YoyP|dqn(whXPvNZzNl_Vr2J1}wt~1RZiPHPduI3TcfJ&ec+|#46r@3bPCdWI zTF^H}Uqf`0#u+Rx#+JD_Pmu?ce9+GQ=z5L;RDRlh@+;9GSD}5u?;pi{WOR=NvX)uH zk$`q^bhA2#lvlk$VkxUvauC8#`zhf$te!>u=qVc^PPJgjkTcoU8ydi$nRX@Kn!T0p zu+98^^G3XGk4h#U%3+X8g>B3`TU)OWSN`~3$zpwx}E6z)7{xWZ{ZH%a2$ zC4P4%b|_f6cwV1a5{N?BBl@d-$k0c5l&_a~4Ds;xTN-Fuw`C)@lIP($LXsSQD(G6+ zIM&ec-Sy?+fG}kL6caa^qq+P&yJT$aCk^4v8B&R{Az;XRFwOQWFcw~^zOC$>*Bk2mvR95X z3XL;Vd;;SWK@D_6iRtq!YaU7C362a|Kn>1zN!>(8ur4RuBe_5?!DK#>? z%xOqA&22VK8@yq3kenqGzfmG4;X2FYu79$ll28E8bD6LQjQokd_{sLW2E`3WrGF`k z49u1)Ra<%7?+!?958tiD>jr>vR~iNxO_WD%KB+nCxi>t z=t0i7arw^;Bf6t53`!l7r9S)WMY#yikoOju_%k)Dg!7 zRthcy3B%aO@o*TAwl;Y9>2od11{>Stk1X;HtcYqY<~7WO2=n`|7M538#+V0mV#C{S z=n&py10zgYd{xh+B4wRSqR#B>dV7aPGug$zrG4`jpK`9U?1;8DxVS_&Zpb zt_F_V8taU~r|wGO)y57r^0mehYR!mk^}bNH`=X^UAR3HL!AJDRqsS>WwX17tw7!U` z6={A6dgqC)QNL$b~<2Oh+Ih#*DKDjkaveC58#v3`M=uM+s9IZJESL`ewrRPp1X zy8J_;#-D4Derha?pm6vsPrqmJ&tjH#xm0AX)a&hFsVGp`U_8}h!8I3@Kk9FpIXO#9 zxoCtEc`n?opF&RlND5*myT*1 z*spB@Szm1NdSFuKTC90ffF$Zne!yS+76`N0+)2#&&B0>#5aR>tPR#jB4dQeH!)hutPDJBG%-`* z%bSB_&|gL)9WrVSfOH!$L2z@j{PdLG%w`71hulgP8J%E69?If3rkD;@GwWWy+@;Nh z?*4#PmO}Fl6{Kdum;)2VZ0w&RZ%&vn?kQbL5L zWf`&d>u1^$sk6d5uh68Y6AKD?D)tZ*c_+tjj@EM;eB46DxW#iNF7`~RV zb)e?I*ZtK+w5|{6LuhCYQLL19?!YRXYK9s$%x0UnD4P?T^b#@AwI5l8Z7b}2%cX`9 zC3Be#?g=)`%FlhMp8oe(YOYzcXI2%|OpZ&;WH*;dMFhSeVU!z%>~kv%u30=om{HYD zAd0IX>3DS?qPR+@rH%e~VVoK^x5Pt||5ufujAeE=Lwd`3H(##IdJ@Q>T|g!?u=E9N z8J}d^DzTArO=6XbvJ~c(MZPD1>E8DI|`AcvBDX z4q^p5a4h-C-?dui#oaH_rHQ>gR6ksyfz`qXtW8>yn-lVXGSpb%wh_$z2){v~({yScZIVh2o2Hj< zbUI0Z!W7C`et5G7bXB**#BnUWI2zE)ClT!ek1hOT8JxsZk6R&qp;!s>cf!94LCctC z-^v7TWnkYDUXdJ5ta4X35!3xd;1aVlhJZbXC%+BTS@KOFoOtcJpl|+J=p~oxsFeKJ zx{wS}V@X~_k$fuQNq&b%H4yD~Kp>tXG^j1L zU^rUEn(m94`);r1`&jp0G87QYSiA1l7>2R|4+#x)^+)!jDZ&MQJE2b-qO}Y0rdUie z%K=^y8`J{?>=PCt>tZ!7xYgkmE@FK3_2LlAp}Pr$s}u23G#uP?H?wwEg@;Vo<)cBi^eg0wk#1{ z_VL&et?t7XxdK#n1jCiV?w>7kX{eMxAt(C9h4@J`;&q-O|MZJ<~ z=|}?!x2^iU1R6T2UYZi5@(PLoSxRG*e!VvE5O~q~b1b)65NMCCU3c z)%LY_oSEoFcvBG{i4>K0M9O%sJOH7%5si){Jl_h9P(s5U{P<-QI^K)@@Kc7Vx_4%w{vYKKLcA;>cJXHJEa-34sFM{pwIDEN4T83*{f{U;O6 zAa+c>rn$H+oBP~~k%!%6o(M6V*OCWDgDt6s-~9chaK|+ChH;3aBV-=85M+(|>m9$1`=YmM2^AO)FoPAvZ0BP7MBo68(VY7$e5t%=T0qKY zsOsdubcvl&%BD8-Xv<^yFcM&9f5j9-U%UVrGPd*+DifGtrHt!({~J(+)Qh5RRduQf zz>UO5Phj|gKeII&nEO9!GwlJcRv3;E9QR}QJKfGGV^da6Q-v7K+xHc!`jtpRz5NQVL2FoJE|*||LkLFw$eEnBG1 z8W>cG^=%utj79PS)Zc=1nr)s&p zi5}zBTjr8X2sP`5X|d~{`b0E+)Fon7KBLL?AcS>bo4pFrXhDPjo)DRd z5hPjRB>FN9cW-F(gmDbfdLL|%vMChPTJ7UDc2Y{wU`F0=C4Z%Mc zqi6?%8>mxqDk_^3;J6&L7T0g!Kk)jA`Chg!ydQebnJN()R9oCwZNESEwpZUpPbN$Y zAvA2T_TA7|j5&!mc4}H30qgvagOHvD={S)YiYdQHVk1ORggOpQe1(p`L5-ywX-@Mm zS8E8HAxS%9;sf=ZcBp7k%Is~ZSH)n_ z3}g%v!-Yf16c9#@gU~38ebER;Qr!RUb(50FX!m?Efu}2C5r7mvVo^ARU1|a3CMX~t zt%wgL{5KgcE|vmN>zw|@{R>mfk*XO}%qMC~^P+T9E`=~9cvD%HUm%QzqjeT!F9NHN zlk73Htg;HPlqiQ-(UQTdbvmi0O$m0aRPj*?A_hKQnishldsPda`lbZ0Vb>uZy&JiF z?V0$;1C)?~e(oX9{I}0tYQE#qcu)fOVFz#%z50pg0}cb<*u(g+Zq@O(RV?A;OW*m8 zuqpf%o^2bYoqpp@|BFr#*xhjX-M3^KT31>LSy7DBi1@Chth|W+NV+uqk(B7J`%2?P zNLXa8a{=lg4^2T)hkOl;coBkyZauRw5Jh{#qQwomQ;j%fpj)!=0J- z#MXY>*_{=Y9vZ6+@0dIjgL#;$$YF>9v1C)uE)qN2WLmzC`I`1WqIWSqq7zbl>Jdhk zHK+?!t`<*9Mmed*G)jNSE8N-*O3Y*!mWMFuxb7RBJU9tYG=h6Ls(COYq$-*D3t*&FI`AOgH4<oW3&&|Yh{NTWd=YZWRGrVknul)5{5Ww@vv= zT)sK3L9I2MA*;9cbsnUb_QyPd<${c?*CcZ4qgbHbJ_*hgWTXez>|sVBb!58@x7C6Y z2y)XHd_SV_ujHHt=a~$yMpezXf!ngDE*J>_6WBA)5l6|dP$HK@|8DuV=-Q_DJ26M} z1^#Ro1R?WlX+qaCD2e6n-?pjW$7T{Gv}A`U|F9EDu`n3W8ArR>Ln0r~auMJxZ|za?{7s zZ47NMM==XSCVB`ytpKmSx_NYSCZOTKYgX4*$L__t4mW9F9Y^cv(|~LeVA{L7KX4(d zJz7+ayEqg?JCMorrIO^S#BrQt3>uySHDoJi;I9zGAx5ug_=b1|D`o{heObzp0&2j3 z$-f6T&-i`sv=|l02Ey-88LYe%f3rW4W=8XFb8y09=u{L4>B@U z{~>Yo`JdG9U8]#zCRPAIs_VE@~bj087|a}z?=Pa38Z*`4AM(e0-0_Bv>HDD--S z-Hoh$!zggtP4^!{znZtq!c-kX;#23+bO&c4RAwUA8dgKk$~0S)827!}a5yTimAI^g z1yp$y>=suc78p63J%OjWyqaxZGOJ36>N=|>4B_!t*WHwj?fs!?>S4qwDD4uMT}-FS zjpRW?19xElPSV{jd>HT#Dnu06!m1@272xHDoO0Ez0x$qijNa!7m#JFj+92uZ*P;Bc zT6;XNp11(pb8kapE%>(7`g@J%P~1G^5^&p^wF7*CC#Tf~ z(FEf(K>(p78q%pV+C7lm$`u11QVk=nexV^)2G0%Hz|<{Fy^|t(ob-moToVsbjgtc} zqZIPP!-Oj&Q`=6w9(!>JP^O>{CFqa-6}golfUS~F`Ybuj27KQ5^{=trH3eXUG|?GC zhyNiA!|+j+(%iT#3X_xh?UzKK1rcF?DR{HpvtB>`(J2+AVk-9q=?mV?44H72c;E{2 zX85!CQzB}hKfu()b7xdX6u7M_Z}M5`isVFyo&~&R5Vp;JEYH9Y`vPRlQ8ZcZg=>Cd z^-&{cdE^6+zb!-~1+QSZTmX+zE|3NX)p|^pi_7N>okWBYGs)&qn$_gKicNHL!EjY+ zPIdj$6k6xH{_*p1?L{bWuurPlrp7lh_HEm5Om%*Yp1=#2tG7Tm;)r-7@2-?97jJSc zrhK`P$_bKA;<mpzh(jOKQ&l=iNx-!OC-QEf=+q6!mGE5 zm+{2i#%z?D-W&@g`QA97?7T5`bUj0rv4Gh;JsJZ;lje?-m9DHGgW7s%e9)e+9cA*c(6J%+UdUBj4< z{Y(qMTpcL$eNYdNcJJ-b=NEQ&nex&?8j(d3`{Iv~mCH9=2kjM5um;5>&?MSd*hb^S z6OJy}!4|8myAuu>{sG7;O_6&a^r2C{qGYMCtim-$ma3T0n~s}=la8+v<8=1jAC6A9 zx)ARLOZfL;?4?hS3d92#>^vsCRTXb3L^de%K?k&6#ForQ#rUU7M4vjOgjG9%d* z;{fJpZ;fe$WWdU@~^mMd8%q=4GEH6g}ABCQ4(I55N8e zxF$Kd{RyQx=-XhZeRx68HAdq`4YbVnAA=6P`JiV|$y`;Xzq7L36}2P@3p9BxHD3nS z^PDN`+_?);&rbM;>^MGTu31gKw;gdj_(MAMz6nW}5%aQ$j_tk4l7h)nswOjb=1pja zYB_)12ZAJ{(ipWa0r83U8t<6T-13uC@AtLJs%8{LI;)iM`xf0rYs;gajTLQS=vwCb zo!^xWviyrMEsZ&AcB!Hl1L}Oi?pn`WcGSK@OqIdT^UG4;e!*QE z2?_20mSA8?4zD5_c;#(EP-~^xf~*>Jx65qD9bwAl)Gg%XWd~O+6%E&X8&%R~@e)X5 zh&*;%TyrTl$k|uq#Gbqc)J0WqPU(3zF=GU22b+IySWTs^`aY=ptLUzoSd$WJ!GZj} zk_@4)_dGM!#n4gs`XSB!hzoV(TJUgjU5?g#IM)igM{P3(-kjY(-srB%qE#IzQCp|U z^KGBI-pAuxv|?SPg~GtCJiZK5QDJaUB{0h zdS&(R%g+Q6^p@2GeB*~^ty*161bSp=auzK7PvW|)Y>l_<7u*z5ruV;IFeDN-i8%yG zV)&c)O(q6PwwA9SK6MjAwSr3%PvEY5zg_n}=bU`nYdaWRzd-L(TH021b-w=sJ|5p; zoaGo+?wh=-aEv?16L7jmtzoV2pX{BW>XFZ^<6p_%I4{cV>XiIBt+#ua$xu~tV0`FI z^H78G+!TXuE9jN~d$}@t6fAYnQ*>2$fBsi)p5q-Ra2INx9iZa$0I%1h%mv83F0*Y1Tt&f(p*9}M;# z-(C$Iog&w_FN*w(WNy4k8tk55mNRtWuiHhqj{LmTwy3?< z{^{a%D^8V49JyT^L=L?{YmbmNmDFyH6$Rbbw`s{f+#y|MAC7+)Jlu`f_XR$jqPI>?WxcN-&;L#J zfgkqFgYHff3xXaFeqR=hp~XP@_A3#@efKAO1rK`}=8sL|aV!5GQRA{f_ov%h>jti_ z1%bEl`Ns!e;JV%8qo04-)gkw5r8^?J>jS!n1G*n`>%k>GKP{If6HxCn^n-8`*54*F z^gUA!lvECp?oB9mS+4$^s+{n1eu|Z%!>Yn_RH2mulPptiNz7iuWybZN$W6yKpbha z%Y=uY+T)Ma0&hLe4CEursMa+}FAhXTQMI2ZdYc{(A8%0GriZ^DFI;$U{X(jE!f0M1tYL0( zTVh*b`@`PKebRw57k|dw*7m(b%1wufhymL+bJZk8+jTg4nU!w=JRL9%B6psqt=3kN zALkjOb`Ga3tLpui*Fz?!S>~1jpK7}{^26pju(SQK&A0C?583^fA7%Rx^O+vez23`z zu2=mZV_Q!ru_~|WJ$a3f$bx^YtZu2+9T}xcF)yX(Av20vizybJ@_j4z31vst0k#{{Y1;RzAR37XE#4`!iSE^*4X12Uo{RdG8T!Dg45XttfzzVW9(;=wjM#O_;xSJ-yYt%d$ECyN7kyRxrH~_5IXQsnpw# zpxpB;WdnH2C7bV08pJNpt5QP=Cada}?eZ1kSvQd`;ab5rrD;t-A;~>HQk%^Clgj=e zTGukAk-73A4Z1KymH8D}L%h*H3O$Y~#3!bza}|o9|K|E5=cDlk>xtssrV}_wky;aY zZw}RBb<4F+Xo|L;<=jje_Ax$JeG9nqV{Ne+}#BAxTfi z(S!bf90^UwP*C)tr8JgPt)5HmPn5>4dL6uP{LU{t6S@seLuGUERo~ zrMHte^ZIo6_@$58kk)JwfIZohtlPlDgPGXuDq2iCy1+ z6h7@4!4AzC;v-TtP?xIZT0y??>h>$v-6*IG2u5=X5P`$ile+a+jngN;WgkzjwF(|j zPp3ShogNR$&1D})_#UsXuUbUchV!!%eL?Q7PRrb`{@Av+;?5pwKl2k7>%tB~a}N@% zyWmb@tp^lntg3a2#krt%LB_QyfXm+houfZ`A>=ZbTY_Ql@}|{)POkRLI%dmc8q2g$ zFz?KPpg*t0?TgR1$F{eHmj0zq^|=S1m-5{f@^2RMql_jJPr6oI443JLw=`>3?OQoM zx6VT@pwKV8sDm&5(qJuOun+FKWXRO=qW2oZf#FrQSH5JiUBGb7(L#zcR`a^@pnnZV_FQW{Bf#QbcbtLJd^}lRe>g)Il9Fz^{)6&{zJo<5)dRzbQcD}F7?{VRA|MdRNmf`wUJ#TcE zvCE<0-?4W^eJ>?GC9V&vwOG3-bo;(?N$jZRFX-u*{2-f7?^yjew&`@O@Lf||yr>WT z?vnU*$fluzf3Jc>*~sj+H>k~g`)x1?1lhM>gGTipH{==7o8VE9S@{kyEdcJ1#zk zd&Nc5(ALG+VEc&LYakz*6&L!*SF!!Z`{S=0E1R|b=UK9py$ZE~pUJ5+whf?7kj#gM z@Z-0B#6L0(8_w>Y8<{2Ynv=$y>=mo+@r|V)ILbYAE0;KFIaiESc0LYd-geHPzU{0{ z?B{zol~_ylma%QVmyEHkbebg< z1<07hw`BD^ajlmpKtqgwM|$5qFzVl}?7G==XLCi#zN@zSZwvzciSHBb_xQ}dw~9E; z%_~i&BmWj1dyT&C?=Aj1nYA4&n!_!60heyZp6xAez6+o2L_9 zKFD}f{*OcC``L$0U3rqe&mn5;#3Sl!eA!OR%be$L;J(&p-|On%PvzFmwHch0a^8G) z5ozo1$tHvuDXy=XsXmtPjO&CSoL|4o8BsFV>?d;Y_ZMheCR{Q5xLR>g{b8cs$kymj z{Z^-kBYdy&F`0K6-P0T~#LNnk&=Y@iF0cEfD4IId33}aSo6j^`x_R*fqS+j$G8C14 zjmVpqFPk#1gxVsz1Ln!)K2_QN4S89H+LQ8UpgRdo-n;+n`7` zlrKZIvul0FKb4MMf9ZwCm)yWg#_)PTGhX@w<=QxxmSpDmk-F5{FEdK#*K1}XgVp*Z zfF}E}4&e3yw`V}SC|~TrJqz3ycHG7ocz=K%%(q?p9vVc~YGN~Zefa+#jChs)>Qvlq zm;HBQ-SfC`D0^{R5Wk$bcat@qc<_KsHCl^M0n!FX*vKv5}KU~$fXOLbB&i#Gm zo`Uju%s$WNbESVA8wo01P1Wjq5Et!wq`G80y|C^m@#=asJd~X)k?DPyVR)QLT%voV zN_=ep)0uG27j#*#M$h}-_kQ>{)~*FPT{7Awd5m9jmBphg4KFi)fG0j?DyG+(sg3$P z?k_X>UH>1h-YP1tu89_Hv~hQL2rj|h-609V-QC^Y-Q5Wmg1fs1CqUzkyW8da&$$ox zKJ^%T_e1Zlx#wCntJbXVo)2~2b8kyOi?@D$&L~}LTbkM5J~V9_`rUbay_;(+;IQ&0 z-Sg3UZlLXMhQxp>ylgskXWa4O!8ZBqDe&rZ*v#J|=)k1zrIwfY{rBD6!mW?$ z&->ZFXCybLBw(9=(Rh9zSJMU$!hgIsPW4(k^fNb34o}4AF4b2-jKdLwU zJJS!`mu(+LUFv)ucI^tEcITIumG7Sa?r+v&_ouVev9{5-eLU8k1m1p%Do?_~AGh&M zcQ@zsrX8L?+FqpF-nut+&RRtrv7HB=rz~I2T6Pb9`rY(*@@&^m`oCSCY#ok02p@D7 zceJz!Pq#VxYwvEng1V+@UW9JX{5{&N>J_c;?=HM@>W@x-ju5X5nX7Enesvzq$rtp= z{g%yAC=Hd@MrfquacFX^Wb9U|wN83abmJpsM52@bVEXRpmsM~4)*_!I`0&J)L~L

    r4{x!a zT0FT9yMzqc&D6j1J4E9Y#k@_T>DTHBQT6WBg9}JDt+t!8dm@S%3XvW6$5y-|pA-H_pwd)3~(O#D#y>uHOSVW&|g{I|l;2 zjk_Me*pQ61F4DJo9btz_ivsS_L?>xUn)%othi^+PDwFm`=}b(xQLkoEU0hpoa}%jM z*X4ISY3&MDUttA*+njX8U!naWm1^)zGt6H>M-F-Cvn%{yhkJ5#Fj}(EqjVt%&HJ>a z_|a`iHPQAmc>w)dBk+UzyGITXGi`a)htIAar={u9~KJhNy@UDff_tkt9FC|E2Ea~ps4CkRl<{IhK zaccdnKY_gTLI?71N$k2m4mwiHu^g)393HS7bmy9imA`;|5?-Ym?GE@V{~jP1Ok=Vy zOZiP|M9^;Ss1|yrE>5(WJh&0AURZ*n5~Rbrr2COKtg^ZnISPb#&zF0WYl+mLq&=0m{z06``I%N;Z9Xl#G)2S9EK$D1 zcft`LG2CIt8vk3bq26~-7fQAJ1lS^KN5b7r<2;eWo#m-edv7iEqd1SFpFuv~9#&6l zDcAa;(MjmKp=+=KN1G*bMW@bx)M5P!X#2OCn zIKw*3NiksfU-9-XmH~6{sEol%@S#HCk}&O%k15A>rjcDB>B&B^#rEArm+#>V{XSXd z?sxK}efCfpvxlt@U&>5i;<{T^jDF72@v7x_)6?r2**T+)!v_h~W@`%US#)cnwpSg| zwrbjH#eXe#&>c3J9SiMdZO_*6+HQW^o&+NI6|4tx6NxjizjVhr!+&lJF;n%m{o9;7 z{L|g?v&mItF+RI`hkYt1tc`e4cWrVa#Vuct6v7VsmwNuX3TxMuE%9#mX368Gvb#Ns z?Bap^Flw8$ZsIa##ldue4MiwieKWq!%do)B%W_=gQD_#Q;#YTF`3rG5&?JTNlVC*`(dkhozT#eO z)>t~V-#D^;2>5k=%td`jCrF@fe7tYHpL{&(f821`@>`v!csxF{*j2w@EYv{ha)LwN zxZTaSB;R$A{8$@Y#qL!O@%U?B|DLq@4<#vN%*rOt`Rfr(=opsdXWOCk{QNpJkzUp? zgz0AqDpcyMY&;d%P0(Vd{P005R7#$EtJ8yiBeVd{68<(pTPTJE`Hu^}r}x%CO@7d; z9+1LZHZ<9>G$fQE78pW&r3yfn#UdNrAFAx@E&4;%PweZdv6rt5W4ib!06K3umVPna zaZ`MGByE=doM&tPyPCwCfczV45MILEJ1@i|X<&HgfL$u(cC1o(SF+|&!~AEjD4QW+LZbh{Pmy+b>gOWV#$(!i z7yvHd^+J#G{V$R3R-00~n%MhUsR;x8(fi}XH=*+~g$Fy#r3r&eVvlH5vl1L00MCt9 zeb>pY^dBgWus`5fFs<>CK`{!jnZBz%eP)HaS)l;DD;`l z52l^EyRYYHuMOow4rayv7Plr*vpsYz*YUTHmLy`}F$dXV+OglI$;s}-4a)?sa8@vX zVspHb=e+eGZ42<-X4(x*$ySWGdel1RQWL|wKKfDNs;0MKv1FBo9lMM z__e=}yypqpd>=>@VXjlr_8VfaG-d26cxCPb8h4-O>Sfr8&66+T^kFi8LgN? z>u;`t!%Tr|^uIxY-2q)sUCIICRmG%;^}pd?R$Ek!tjTSfs?XpCDdN}xoi$fNlPbX5 z?@%wG+n~koHcc-8iMUC(X1R*JQ~2I>or}M;uD!3}-!MPkc@9XQ6<<40W4u$i$n@&5 zSCvs_OVu&QjMd$YE^IiSGB}=_T(CWLLhJr+6iIR{LqWySNDmOT(r^vqS2 z5Bwg_vRa~OLzZEpVLN3oRg0Fm!xSD;8yUPGPB_5 zgrI;;qG!B{mRR(k62#A5yQcTGhJO;j)J{aO7nYNTXuM1?BjbZVY7iAsW^ot)eC|uS z4$z3Za-oT_eaFb3!=nDF<#OX%)JYKQUaUlz_56yLaYVI5juu*wa0ZIq7nN}e%op)-beG))+Mk7 zBXDevbCGeUH!tV@0o+wtd&dtdytP>c@Tpjkn4^eq{YeBJgJQq;2g^)3M@+wrzRnZx zwrWAwT9=r|3c22LgoBOnT`6t_*Og1*wAS-AxY*j`aazbmW5m#}{g74Gdn3%*5Q%*| zNA;oK?&9tEye7ySCiO2j_L;Ch|H%89A~su=_JtH8iemf34VDSTfP2`@Y-%sxk>*tK zTe?@%b|6LpO5C?^CQi({$KO#BEoY!?p2mOg0f;@nrp#K#-=0DudEB}R=5l8@myhF9 zIti_PCuXxC;7v2uxK%Z&(F_p!8|->qeC7fHmXBlOtO2o4=nj+AdsmGX$A}Oj8`$$o z`Bh`ddTC4Nv%~|QoshKvZ{uubX3;s-ZrHxPDCtA&^Z&w6I#E|P6{Y?0G28<-onxYe zZdiKrVr^c@)kz^HEziiuO~2i$?9*Uej{sJr;}W?wZ@<6}K4co3+|Cu_s^o9Ln;uJt zJi*SckFrrbSHN-to&#dp*qMiQ`CFb{aA4Jgv~m`($Qcv9%S$xcmd|#~6~#krQ%v^;X`>GP*B0{jCI+3FChpHI zE0qY4XF6&;TwI#806AwxLUT~{7R-q<*w-elp+F=VulMIKUF&TWCdpgXSCKB%0HI^) zqY?U!eYCfv=XnojaNolyIo~rKR+)6Y^FA7H5EIi$T2(ohBQ!FzS8>wOEGZVyf)q5* zykq(1MlRyb0&*j-Sa!Gl>I{>9N;1Or9BLWRj@j4QIZ&hDaFHi|Ym4pr=gt-zwUUpg zFg_Uejf`7_I5mbq3!o!d7=I(=ltQ>4;F^nBAm!nImRQ@P3$FrPr>Bo}*Chv5pz3bb zRYNfeGr@c49_(7CyhkvRtOr$BjH1wks@W02M;DFEk<0pN&=yGK@xZy{7Qt1*X1Y1V zYQLp*sI}^x!$|tqQadk*i%PF<_ytY(?kgx~OO3B zcCq4ExgdWNNu@~2W{AbT(2EVtU2$q}slc9^B;BgXc*dE=1$@XsM;@;)lJH;g4+(6> z8)fUIVzDCak%b4ZU{-AD6>qDuNiINzn#~m@_9M)S+I}86-x!nEI z6Z*BgXe0-8#4hsBg^uq_R6K@~!HP8Y$Xr7fmi2Al+n)zB1Y%+jC-zFMJ4O@x|)cfcb`-%D-GF$ZIcH1vq%)KMO~l{DGlig>#L5{ouja4$|h!a!2;0X zf}hI(@Hp=NXwv>0GQcb8C;9^AZQ2Q91v$vJurawr%3dy6 ziwWANl9%ftRuT};%rT7kv#b^uU2dNGGW*)V>#x{)N-fP!>=z}@?EXH*$1mRyh)O3M zq1@dQhjvPM)ol1Lp~=;>2(C;hh+r>-DOOAFhS+^Y#A7E16P>l#|IlWhPgVc;wGcR5XU@1N#3XI{bilirY-;)x?)OM*u2 zt$iV8ip)cJiv$R&Gp1#jU{2oHDPCi0)KNUn;iu`iMV>;v8FM4CW$iBts8b?A_TwyS z!y3thS|HnsUwCPkTf zRjHB2UgTTiislP00o{oL&Em1OqfQMdm5#YtS4zAKV{<2Mw44}^#4Cdh%@qB5)_d9^ zT|D45L*<5n@{G#;!FKcZglcF#P%U%PPEJaSuX&&*C&%=tqHgYmL`_v$ec}>&CVPeU zLbR8lD6>Uf@2g%3k{Eo1Tu~FxSkc18VG%2J5tK>W29vmpSx-O;cvGy}@b9!?9kt~e zvYtTWVo|w;>(S0lXVrsp1a4x%dSM^gd8D49^q*_Uj_Xj9t z@+xF+z5DkiDGg%}qiRd3XnH1ESm}{;CJgXVEDtTiFxrd?lGwa)aaPob>q!DmBpR#9 zCZNmGq~`cZq{+4@JrlZEm*|T=C_SUP*n64YxjpwJ_Ftw70OB(VEHkjAclYY)^|sve zOJ@BZL=g_%oz>uavh}J?F!qGXQT!}PyHdV&;T5;sMVLS6vLq2liPoWF#h>$6aBNUE zZkAwqFQ0s>qISybx^=7vS73EoK_nbH5|VLo`xmsCgcq`*0q^V*JP&*E!|253 z#49e24yp0VGLCGK<0gvJuYn793b)@O%UIbRBS=orxu9NsO-CGk`x(|FjxXH_RRs;9 zIJ<7$XXJAWml1-4xa@@P9+PVB^tV*_?2XE*`%!h?m!Rszj+fmX)2!ixIqJflmTwkuqe#8woteKK5b z!Mb~twck6agiS?!nKYLF_UTIgn|c1KaktQSK2=o}`c)^^SkY+-?ddEakIqDnqGqDh z$%vUk7%~Mt(wl*{T%2kACh(19Q4pC*s3vGrOflaypm-#^}{zNd(E_?Ho(-2BHqj%q^kV`H71zyR{ z2yrj7lP|Cdvqvb9E*?0IbCM}a4rLILD6NS+Rrs5ZeHx};c6mEKy>?*cR?PJ=(XK*h zH$#M)@zY5L1Mbj~B=Yu}2Q}2o(PmKw|IV`?U$^VRW!d#H^_?%nQIQE1Hf1@0B~*sy z=lvD|T`7r4N8TV$|4dX+AkP3rpUBLfUJ`yw!XIsp#irvg1-t>L8E~!E`T&2!_Z=9W zJMLxjiFvoqt#iGVi}VG8FIHD$yE67o?FX^%4L+WORb&0~zcwy;)oD3Gso}V-4fU0O z@)I~*<(W1nwTN%1r1>`Y6P^ZAj|JEg5@QUe!thc>{B_2F9=YO$5AxQqcG6;i=83rS z+N%r}3Q^qw=v3<&)#K37`wU8Twzg(eP=5AotT4v&x}vw zlwGJ1niXGIoE@0AuDxlxMIn2i_sN;5{Kmd0mj^EEOrY(3GMgLw#md66LoM+|?=pgs zWH0d<;)*PWsB%SQwd*P^%H(Fqm_BI=cg9mDO|kP(REz7IeuEsM!H%-@i^{S$uelK? zeCqk~nx>GrWJf)2J>o#ivcC09+-8tIM~&C&<#qS&inzfKwIe)E!tkz4FPC-$At@W z18OjOa_tDt=?&MgE!a=Pyf|7<1FHcz`ZAGeo#@VWtcQxLRZgQpM#o3U|9v?_b;G(i z(@fIcwQTj=?nEiY{nJuANmyrMz^|pReb2Eqi&ktwDXBpP18A8#s|9~EN=`;Sd1Hv{ zxt4_5F}j}SLl?3s*C?o;t>GEJoDZtpBEfwQ1Ifni=+!NXj`TSvQy%~M330tbv3B!r zp8nm*Ngube{VXiXZX|8vx^lDWJ)8Jg)5(eSo4P$^X0Ezu^0-hp*Sc9#7iC{%!z<0aFxe(%@;Jj)UWSHVBygi-M@#@Lg&J&CZ3~0% z#~Z}s%sIWtFbXd~iD2tkM$7c@cT;ZKntW6c^F9IR%bpdPjWdL_d>NPeTf^VGz3cmf z5}wtryNSR6m@Y?k0~z;!GSk=`K>HdTX^Y|t&(5{JXF}Iou@x&RhB5t^m~Tn;xcJ$0 zea?kuaETDX4L3!am~v&O6(I^#1_`IrZZ!+{K_J;Ui*jQ;uIyLA%3Bfd&c=kpObZxH$yhQbZOm^e!V1Uq5|C_1EEw<&CgDg+lwal> zWZJf5CMfp(C@^C*H_G48PzHmT=fWjXiK1WRDYqbL_u zC>i3g-gxT30YiKcP<(vVqXQaFuL&qZzkeRpQF36NiB_FF$SuS1 zax)vTqZKw*%9!*UCvy5$u9aA6yUaeWsUX@g#>4c z+Gl!e*n)h^<2m3T08!XS&T|AvUW)1;K*bX3l^H>tWxYWDFeKZ+$1b0IH3Au$@Ui@C zdf*yRPY}H0QGt3I%KU4Gl$U}Q2}xAKs?#iB_Gk?;gSBH+jb@SH(9R+pqp}0)rF(T1 zcS&v_pUeAAcKHqO6&#Zl+nXDhym0jF zg>s2(3DjDLK+V&urGpDBUMs#sX7!uH3)0@-r*6LyNv$X$B>Rb<_>TPilzIxU zen|{b2D+cJ`o4zQXQ%;u#pzQ92ikL;v@9aNzc<5)&}9DI5^crEP;G_mujW@XHLUNH zkUqqRcn|&Y5t7v76oZECBAbx~Q`i(f`lpIIcLf_)qkOIa0g}qK1Cw6S z5Q7xH?-aQNj))}K1jREo``P6PjGLUxWd~CU^xcbfh+qd-VkP~n@VcNHq$ZqG-Pi|E zs|o9uwVYJeh20_}ysEyP9a_x!ZU1A>3kXu%5clPH4zVu?(UlUxti*Q!z|9H|o|GDk zK_)~^5?qLM{*+GPcZ4Ts6+ry4hZQkOI(}zDCTtcaP;D;CB!)t)by`$V2C$?A>S`EK zpnI6sl6M-efyuqs+@OUMzraP0D-Bjt%%BBIhg-X80ZI6goK8sWy(01qSG04H1O&|9 zBwCK!GDJO06{_2*6B0i}Tfw|&?ZMk2=f0HOZFYndL;`s71Y^hu4qrzIwRA{vIf zO>W9UeA>Goq(#E(PHQM8b#k)(S&36Ei1t@d!C4gE&r0gq9g*DaC&_OYCIa2yT0O86CR=eg0NLXdvlNq&fdx}LIlZB>y*g|`= z!KtGWRamMn5>i{vaLKS;sUAT|wHYI`C+VEO+ax*p$B`_joirpB5jUO~ofN`0{75Nwjm!q$!(eIHIN(jHX$JdPotB3Ew zL-5(~_FZ1Im7E4g5U3>e4%{x<4FEIW!Q}A(dyqFsl01ksQAe$0y<+PbDK$q``?Y3J zb7M=WoZtfVh!F}tf<3eh0>A`WpY|&z||$J&tgRI#ztlrGZ?~j z@$Sbn3d}0|_2q?`fU_xrk*TB=-n6Fv(w`5POL{T?RT9wsCCjEl%MNS5+qK&{;m-^H zr6jF$gjjuQdJ=e_A(X!(_K#sr4qFKb)F(vqHnwtn3&ykPoAX1w|OW6u7uWjhaMk2~_gW|f) zQ6X1d*Lg!C#pmp;ARCJ)8M^La_IG7N~+>Npkya_*%vWBG|ozbN-y1Q+*X#%oLY8 z{9%?&+z;*OmkV3>AGEASUWVAf7sMY=UlWm~W*L!StRA0XG}?%BMWo^H6pdz^@Ly{o zSi&R4{e1~bf~}^nCahR`agm=$L#&aQaEVAwHt@5b?$x6sK96n_oG(P3GOx9O{kEz|s} zp;?T8P1s%SwJUEfoUGRHKwIdq;p_UZ*caDH@aMW>Y^F+UWWeBb0L09@EpLQR zQSbI3D<3B#XimJzy>p_-(le4v_SeSqB0E1D&lR|iNa|6KYUvJR7N};E2 zC?(^fAFG9BX>d9a$_+JwPb7Pgk00n8usPhle^Ldw>q->iiI8AcF&|Mssm_Y(5kdFj z$E9*|xrN|&stU7W2xpblSFJ#5Hp#OBr}E;?qZs$>X}7#X>Vln>6K{g+$&*Pn)>v|a z^m-fWCB!XvbZs|8V=!q;U`IuZ;$91NW?(x-KKuK>u+))Cz2hs|?qE|1%*JJV!qPv7 zUwF}FgazOU0sRQ2x-)lw<30M2!xKWkc2$f@P~c8y23sI?b`xBW5JVRR;=^h4aUojq zIUyfuPKa&O9?|_1JyakB@H`VF540X33BaX84b(_aigJUIy#t>Uf_;fU5h5=|oS6H% z34*=Yd7$C;-~w!y6g#3R9Z%?n5RMrL{CXKTLW8_5;V?8;`ti|F~w*!M<8qC6?kOfSO}WQbA`a<#{x z4uA9UXNs+C^|189o^t}Hv&RJ+tuf>p8;&Per-WsX?Z8?cX7w#gqA*B7Sq<%9i9g5%M8RHuh5w}QyS z0K^8HFSo`*?FfX_ zS!T>`gQocJ=Djw24W^K*G;)!UlT4#9WSxY1NFgQ2Trkm+%1_%VH-qWmwmLMYzUjy0 z=_suWPH#-)YaiS8zP90aZ$M{fdo7y{rp1L+uk{gTKP~U`S)$$!os9e75FW(iPDytn zE^kEFqv-fGaDq6+#e4P_cWkzboyrdz%5mG|U&D4KGX0YfCgyu&jY_##D}uKZ>`)~w z1(j=I|CcoOCwluqu{$3+Ka%$`d<)Z5^U?X_?`osN$=-Mhi5&jN7<6Nh$mh5w(kRk_ z>|=0=8F@FzT?Ugplpw6(0ChnAs4Iz6kqR?Mmgusy54&q;#t$?U;-Fz}90+_iu@qZq zza=E)w(bP{zuT_2`Yp(9cCYL1tL0W~d$QoQ^P0^{x7W1TP?{d2WUWkD144+Y?R#AR zp^g}F%G3WbMpk0=!pZ>MFcn{Dk^cy5uP-$OD%|4c6?1giKJ_u-sPXc0axNa38OH*N znmmdWL7xypB0Xtnrr$;I7q*M&FLoEmR>aJpo_UQ3CY&JRug+^#bPMH^#0}5ICB+z3x=c$WrS1==483sZ{2RlSeji+1LV3 zV~GAQTWC&09d(%!S0G6}PT^`Z;HuQNzr_fGuUL<$0+Yg<+F&nVze~pc@m51Z5+n6agUw7 zbSyMDA>y(sEL%UIO$Omq$25swiS*{boJ9NBE4{J(ig`b2Cg)D{e_?*nU^;%e$lQ zc1BhND#f9@?%9uLzYmV!{Ef%09xK!QM2%3SJQ|2^KbaTif7}6w#2Kid2P7es^pi-$ z1MC&r6w&oBkzbCT6IWa;C7OGzl0%=ffFpiiW-ipUPJ%;5%u1^JOu;IKwK#IQ(0K*0 zVjcnoK1Gz5KdTEN>{9*6CJc_kd!_V9^%t_)^aw0+=!!pr-I`zp$ORwm3grF{-39CJ zw{wi=s-DL<0aLaZo*@R83D(JYkMDL#ADtoDFCyW3s7WeOCEm7UnRy{t4tMdP+@ar1 zEfsMTA3w$7f{Ff=3o?7dgc+PTR)v1$p!a5K5Y&SidENE3VQt`^iT&q-k{&>nK=hie z)JK@xA7-ZH&wlIyt4?yox_Eau{RKNjR5rfFz8b>W+a)Whe0t$)9@`f-17wsR^smdd z;>_e9_qz9$KVz66=`Wv=-yQ`KCnkMMVgFEgi`+wS)tBs2Ix%ly%vn4R4W)QkNFDDF z)3|||F*rkJdj{}w32<(}b8GykrG}i9N^yf~{w0X0Xy>iB?n<;7)(}NX1fdLZUWz9J{| zkITN|%)B4(w)aa+!%HH|?q~eZSJ^aat1og)W|FWFp3$@Y{p%$S6&Y#|*MvsnI$s-& z;&NV4n$W~Q2H8S#B7=Z}CLII%csdim7WmNQQ%d9F&a~&n`xZ#bi2`S-hg+t>yeY3H;|`J1PeEIOCFt96mtNFjqSs}0WGPH=zFQejqQboXggBBh`Ap56b(o9!q;RnotK$wlV= zRz@nNUK$=B*D)FQkl|jlGSFFV7V@ot7}Y*m0fl~ptAh3rv4m^%Q=7;XN5AAdS}8@F z`xG$}O~8mIZ$yticu!{U<3^xla15&#T<5?E?&&k{4I}cVqN^%{pqaNTUO3?mV{EA8 zg0jtReRSAw?eO>_w16DN0$V27>H3T3Dl+3g*a=-dkVKcP<)g(T_gWO?6xB8wnFS^eHmtc`i+*X7->`Nzux@?e~{^!@}aG3j|P?%git!dJKR}t z$}aaMyUfO2X{o6XB^GRXcW>`ct33~yIyg;`8?rimACw{Xyhb;e>H2*~nQO8K3tStL zxZZMI=JNV#%p0JR9}M@j2erJG2Vb$CO@=BIb(vrOb`O~(;*tD|;4VaAvW8%o1}G?KtbCzTyv!~@;yY;b?wQ619oHxjHcP2 z^TZ1l?fBk@_eSiwAwvS<2AxYH#`m;Q$O{GGPV#nfH;TXTIhEls(;Oo+d6)gc$Q6%+ zfONT`{7g}ACh~9xKzck<3GPyZm^or5h8$fxd{8ZxXq)6d${uf}^d3Jk8kPG;iLU++Aim*} zhtSU4K@Ed=JP8Hxx0BI@(6^J({J!0Y(@=xPx@Ee1{0QDi2PbrZN!}B@DtIYQ(vZfO zw^TWBKJ1sDf|Vv2{Bzeap`Mv3FjepE)V6nQnx}H)b!-#`@527E%319qttCw6?Pb&W zs8E^=)kExMiO^K#cDbG8cyUTG0f;I27@oWf69Qm8m}O_(igf&xFKI`jt1)t{sB7T? zs6&N;{;R|wl&gykdHXKIL0Xa0xbDKcZezyG{o2__&7z&aQT3fz9WuzR%Ls@YZ)%b!i6tnC9!gZSiXtp2K?P4>B`Yiq%)E*flMKLo?uA(9eOfjsG$MFWAGz=$ z)WjOwVgsn5k9cI2jeHz4CGgwzXrwfp9=C#NUVvq@DquO7GaOAT0)HZJdzyUG?gW?1 znQgUg0}kV!{FZu1z07Y94Qs|7V|N-}m*DN(jXihvrV`M~6OS&kT>#oLh8EIk)aPl7 zX&-vFOzi3`3fF3HL2n3M=!HJ?|6j_H$$~?AH1h7$1s50dT1eCe4N-sxojN0 zf#BN%4)Sk^9%#iMPBx?pNyta;Q4Nl&^?qnq=*I( z^2B`)jUZE~SI#&A4Db#jWS3*T$#`!v-!JAc&^pj@Xl6gNn@{C(39%jHQ@YevF70{r zP56Z*ZNgE7KDReqk4i?(u|4J%!Df(0@t=sziz0E43P`vAM*t-~n~!K! z#Yl0R@0^O?w!hvl!3+eAjl@1y03XJr60R}{q3B}Ft0*4PD*c^(!6fz+v{K9#q)>B8 zlb#)w-yb*|XDD6=WZotzO#qkFmiQTGgESCMT#$A?WvM)r0D)CVW`yMUYsqc>&csc* zfe40zU-jC-Y_Si-3}cLLp=Na$cS_JC7{a51r_W*THcB1{by?;+7WPAUd}3RGMegM95MREtG-^)vbjh8vyr737h^ zo54HN3-;w^Q{>O%dTJcEquY?NE8;c$XnznoS9@|bbt;#TXMvV2h zLLCu2PA#9x7xCZMpXJkfbs8P%_j_#`CkQT(M=u4f0cD6dUK=YSIdw@Cw zhQQ`;cszsWbrADFpbR`>KRPP%!cEG5!FQA02{|`u&AVUO99>+lNu5Q`l7Qau3ePFf zJ{i5g$B`LYi^if{T~Spjf><;CPrYU*jyPl56H!;`Pi%#5^%~DCIRVM?RfIn=R#xte z&OUH=PRcH`K)s!!_R5&YEI>W)QOc~^+#&0`N*ybIc%xVPub})arv20_FGA-wGa>%I z@M+3){JNYO>+qXJ7X#p7Hr@t3DKTP_l~aHPY)#Y`aqmur@O>&qdu&h~NFN{UN?X=G z1xww?jpwYR&Wj&%W=#x@KB;sbRF~K1VeYz;$9GqM2a@lFCcJ_Q@8T;8+EPOD8&){w0yj z>{X~?yPWP#cHt$UV##Ld@8j=l?Ssj+HvMmZ;JGCQMhOdUY>M8>O*zv_omHG~V`&$i zYK%S)JqIFFr3@o-&T4QO7$ap=M!ci$XqG|!?g}NcK#=pG-7zX#E>M_vy`&=6X!S{3 z&~P*XKM?92?4?`)larlpb7OL161^<)eW0~c+PEW{*SUEKTDcRS!_UaRP$t?-b#P0) zn87Oe?PW}~C+6a8Z{@hWjZ%It3^W#3VgCaJEzgk*)IjBNw3l1{yV$Y>m?azPAL@IT z_E8O2Og(Xm`)_;j{}&L%|35&8oRuZugJQOp0B}^-x3m!|MFeQ@Dk281BV~-2i}4dO zzUwtT&Zd2D@Ff2G|9X82dl!IxLWwfEAG9>S9pp7l#8xgW3Yt7FJp%t=1qH71#9eL; zmG0zA5Eo<+$K*dLg8ey5Jfdl{y(QCH{$C#*s)g5%ZaWQPq*Fw>Lf1Z8$trE6wJe02 z{8+jy3pm56`!0lkIpCI(LReCCl5jB$2_fK?FO!>$du-GC#8evk3MXN7V|LF zu;_vO&QP&|%edDiYly?c))c}CSR&1hqJxOgAj2OBQOvI3rH5aEMF;Sx^OUH5S|iZM zWi9_Kb`c;I?;{~Qk$ZC_>OKcLoRdk1KYU*%o(I^2a6Sqy0*K_DOdb)70`(B!QEwG{ zxw;l7$)$x2n9^&Bbb&oC`w72We6Kcph1x)bvuVJOrLo^s(s`$$U7t1X{?B9j_AhJS zlsuemwJ)W1LBP&0vT>cim@A=u4KPU-@^~Lzk69LMnV?a8y7}r-U5R~kKn?m!J4mRV zZt#!Ics|QF&QPvE;f z1zpxM60y%-LOiLoKPerF0cYE86r_Yz9&DUE^V{hvjN@2~psbgcm!}VEK8X(~tBxbe zEfDKWuAFuHt43Na(RJXUE&7#~f)9%FqEG&wu#5&-z6X_yy!3HC2-`);`T~ODiQJm4 z_x6s0ln1iimCzR&3z@aqL}_{DA;@_XN$7r(IiwV2n%U*{f~grXVdf9HVhc7Rym{}s z@<~$Nu;h1JZXR@nMx}M~SED`qQDR|lL|bt+3X%6-%JkveGCh}*C3qC1JFl`|aVs_< z7otD~K7&H77jJ}Ke#atiYm_IlD2MM9BE3m8Z0{7=xT{#$Z{qxp1fvQUv2-1PFE7(R zCCHf^WUnEY(PR5%PG+OV&JO0c6^fKWW+G>w-Uw1q(>nw@I>FJ_HjZaQIU_JnM+^MA zba_8yIC&!DiC0@4Rz^(*jE$uliy%fGBuO1wbwV>Dy;}f?e0Yy0APuh7>+Y_S*p=jB zzg^7y7gG*l3>Y4Gd&XB-C?$_haAX*XL~cNC2(J>5Q6_PcvbA4-*=FLl2iKO8^Yd(? zFDl?L1`HJk%MMFqVjco<+EaWgi7K!-L9nni=TyeB0c>1D?JtF z7B!Em>ge&vO6E||t z&k1W+C+;G5EpGnC4h!J`ot3+e;qHoQtV7TSjV)QSKbl6o?kDiyoH8{cM@G~8gAyD2 zKI6Q5v;?oty&z4iU?9y+RF6Qcas&`h?!H^2nvTTeTyY)+&Ijj?qOz9A#*he?GGY>z z6!}}^%h0;-P!X@){lyD*-azuhhSMkSB>%0@wd${<==(b&m_d=!iK`b1P5d^eiP*sw zsIv~S>{j1I%(BPJ9DJHH%c(0B6lp5Mrhq}jUr*E0!es~!7n+?5*nKQQRp1F8jv4Ik zQ`}+zbh10pWkuJVGreT9(vH0L14*{cmsJp9xZv&SPNksuGz9H6ji^-gsX8+qMB1|h zil}cQm@aYeq?ilUJ_ki^a>Yp95ms2Dy_u{#vfng#h}~yz(Ybb5LAScb@|VI0uGJ^9Zi+*EO5q z2I?%@L~4$0gR{!u7!dEXiUv4@|J;`HMbv0)8SZFjQn{P#7>8(no9;Prad0qUSj zl8*i@I8Mr{HCL&5Oi|O_?WnI@n(n>@=>ac$!%-d@eBgrZjG|_gB8LM)9`q{L0qUSw zyN>=XKCLkEIXqQ&`r$t*JfMH#Q$jm(hnwCP=ay(tB_d=k2AIBHWf|m$~pJYH| zOXhTqy%#p;ULlXl;gil%2W9Ye^v@PUFKb)T_2(eEB!x5J?Wc9g7vn-y+W{wn$=0be z_+AkCy+ZEvv$xPTBrdA_fk)CB)0xTO1gbobvqyrWmu;GCB9Ax;);8RgK z+h5=zl#Kq7A7Dt67(ISUStd3}MgP#=kxq8vBpurI)0hJ1IwAam@SDNk^dr6LKdz>} zSj5JarV%-7;2f+Vdd}K5xV8%fd9AET-4wuWAk(f8Q>3ao$Zv;+7v$NH`Wq%Up**MgsLt!kZ2Uq`L_y>N1bm0)J6&Ct8jyWzra=n(>PmWuv)X~&M!1D+f{COkOw zVDSB>U*{zOUkrRB@DPMf-lACirXOntXtDMiA9#z7krHara?xr82TdF>7JXl|S*g-~!%|egpW&%}`lGcx59zT6~i=bGpdx zkg47wliFdF&Qk{_Mo0hbG4wK6@9KN2|3;)U!0o4%$>-ih@P5c4lF1foGk9m*yu^~R zXP?c5_902|kU#K<+G3h>>vv~IDS)cjM=5M#dOI88Zghat0S(RC-&2sihjD9kw8g-~ zE&T(JR5>>fM)w9UpLkb&$qJ?XA__SP6sq3r2d}5PwTC( zHga(_YDnZjOBAOBrJ-49i5a{@_=XJGO+MT64f1nCf7Kh(ai|8gZ5Y6B6p^#Z8p3}& zafF~oKd|8p1~D1;ZUH9P7`QWVD4RF&AC*~*{(=Uh{mLgk_X~T>>MZ2R0Y)Nn9sWLn z@CFY#2u0&w0fP!l9^jBiZ<(;4Ug1C140JI#i`J2vW82`YvVJpebf29?>(K1=7v7fg z?V1~0h2!~kDt8@ve&ofQJ3Ab4XQt8}oiY*dO~8*=;|{$|KUA&37fO+?3mKg zhF=hV-xDC*?2MZL+!=U7ldYv(+$s7AXn@9;U--aVcnT;3Upl2ehRC8Iqi3`~(4cuh zvQale47`@=2z@PYMymKb8gN!hj|6Wa`#^#~&OZw|N2v91RNf;28>94HrGMh_!>S`s zyOQIpV9yyLZ>)qjqILlOT5g8Q`>S>~!mF`0bGpc0Ayeyyi?9x(be=lU{5tyg9;@gn za#^}|OZBi`NbN5ooB(?+5raSE5XnRfmAZc+xg^}Y#F9iWbikwo7Lw6>5A+|`T7T+9LjnZ4s)Ws`hE|Nh4+uXY z{9;CFGjPA98nM%<@41k|LPe#kvrv|pi_+O-!yg0qk3)tCTJ!@Bm#Z-S|JLTF?-c+( z88{Wqjo@$D?=PnN*Kd5_5q@@uRaxYc0}KV$;7P(cNLci&LZ|5XN+f)7Iso$Mn9>Cm zR)-3xvpBpHW8uiTh1Ayp;in4!?3c+x_c|f(C*%EOyq}Qw6S_TsoS~wBSijksaNX<- zEeC+mox%G(0l>`7m zD*BuD11wAMu3)dO8y@UE`QGL%l8!w@ccz-(y*T5JC5I3*4NO)= z|A<*bLMe9zJ~C-cCXLA?&`Xtp_rrB0k_JW6phy}MNn?s{=*$^8YKcG$4rq=G#m89)A5)tfCM2%^?}w3HZ@|oo(9&wxNptk<1RfkDl^| zR6+-|tLPuvnfIa3bl;@wCozVmn!Ab&h+V?qD}*;9mVT4}(+cnp?TVZ&(8wgGI_O#r zxK;zM)qra?*jf#;Ym-NepA&fs;s>6S>0)T3PZTHv+i+aE34=j^Kb<-PZwUTutqIKu zI9E(ro5c1b@XElMVERq`2a)`oGGR}S`i)O~ZWi_=qM-QaY1LPx*>RUYuX*{oy_1UOlMgI?x8 z0-pptxlgE1K7tR#Vu|=4);l?O4sdb`=V-4C2tRM~2``=T5`b3*ZfvsiQc_bt1MD}E->gXir!AXjY{(a)ODw0TWW|ShSpLgY6>bk%;hJ77A%IG(PUxlp`UDq|x zbk}6u8Ob5U%mIW_MgNG|LP9xo&16h-_#ytM700tz5%@k_M<-EXRd)h(|wa}>Si5mrpqCGgYX@~46-+AcLq+Saw7O6^-g#bLw+9pBleCQKNO23HF_+9z&q15m0@3p>&8@* z4nGh%=_C%Oo*b$hN6|Eq;7Y*X0?bUNLz7AFP+|m$zgLHxXXh9IJUQPP=R0(605wfT z|1f@{6Wle~`PTx^1;V97@bxAiuyQh10`ShjhdS5yRl9Y)Sks71{}>=H)re%nfLGUc zjP|BTgue;WC)~@B&p&Ehly*=mtHxDn2l=x-F2`(6Ry!dEs2_;rM-mZctwRtJo)Y8W zh&F4Al9P=d?{?XM;L+-=v^vm-S+x{>Ao6+*_<~te!*nO9m&QJjo6PjwQtSJ`%Ynz( z=mTx^=L6adMhI%vo!YSw{7sO&1TA$}9boV0Mqq{b(123|1srYnBX*57wm<{o|1m&j zQp{jYR7s5usP_O_#~0@nlX8@9Mr!8`Nph6Dd$I*>PNHe>pJkJz0lPcz81N4p;312q+K$^2UNebb`A6Z$}5@MS`HhZ6|ivjJ?z=9_)Me9!?6QsfYx z&3IFKY_bV&FY;se{V?1p(AUvEgkkUsJxq)rwc9wy_8~uPe z{J?Rl)sD zn+QJ7Gzk7)AUvIL?`*&w%ncYV0{B4*nsmU118SiIx;p2tJvQ|+t$EcOm7VVAkm)@@GZIul)hcAs$ z8)`x-PvJfmmqvW86Qb|UsEx7~ECge(->R{6C(|2FzL%fAg`aj;kpMe06Yxd&4L{(O zeIR!Zfrk_DMJGUKyyzEBffs!Wn=bNZJn}EqPUL-Qq_cVUt~WYhzlc$0ja!cu2i|O- z&!n6DKI&L~4SrPkfrzWo2Nr~f6PN`~V8R)H@xA13;^VuY0R54_KMByW{9B(u9n1Bl z{>B_WePC6?nEp&9Ve=U&g4gBf9-x!|zP33zcf z5&U_>0Pvr8EdZWQxOX>s2OA|{4JIO`kT<;ZbJ z4xj{W_5t)(HZL@8rZ)LPBR@kNFC9KFG!Xs);pv3a@d5*$O(Q>)E${=?=m4h!=oHwZ zrHI0Q;P45!{DChW!69}74oh*==6xQm)(FPt->T!7M^aGQ9;5?!P@NfdX z!3lIYV}C1avMbRC>ZAiGMH>o*J(18tudVd~PpgUr++G>}dCn~p)ajIu-wOu3n``ND z{+pz!Udq_#CmMS;POeSzfL1-roe2CQ#|(sL*Z&dv2GMs2zYsaCGH_$mG{*b382XMR zVfT)x>GD#&lkoxVp-zw#_Z;#|=o7qma^)ZFAvtPkRS9@O;B7E!T8Hok;VUD*F!aW5 zjgh2nBso~2eNVsY@cu0YD}zIg2B~RK-Ctsl$oZB&hWb@k-~O8lc2=xlXZ!h}6Thxv1DvSXgzpgE8TmvdCwztQ1?$)ksANB&mW4|8w|rRUx?mR;^0Fg? z6&Jz?9NM1&HU41sGfq7j{{5Ria=N9&>+P7DNnE3z6K3$^1;95(ZxFsR_^#)J9ry+D zPY6H$zt;R4wC4Xykv|CKpI1o?o}Ie<=d@V%TNY^iro{^TKuik6ZjZ|U4fF{YFPD-x)a*fm>tXgAs3w!Mls(@WyWGKe3jO+Z%JwK=U#` zsWV2v4N;TKC*XsjCpN!9o8OqtZ*S8er@a!Jf0ni|{Nx-k;q|yG!QpgCTov%-*f8N2 z#6KbYfbb2%JA^N2xf&$DbqMclxf&Fo2F0hr-QpXu)1kC^XYBEYbdN*fNyknHH>gSs z?kxkkH|*H9uWwz|eZZ5?4|wzmPd<$uWWsaI4|tG?f<5af*hA>q+B&=6@NNuzFmOmb z6igp%t!f!)WBEY$q!j(BZ!qSs(Vy@>rk-w=@B=&>jsYDHFgD;!+5W#k{|5!s7rTJ- z1*f~wC6MpRz>Nw2hRoj+YLmVBcHjHgK9KOfH`rV`Ku-fp_(kCxf;XX%?SJ{-{|A^n J0>gbC2>=p=D&znF literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/data/WORD-extra.json.gz b/research/rank7-restore-carrier-skips/data/WORD-extra.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..74f6cb64595c21f7726ae77e69437868620bdcee GIT binary patch literal 71419 zcmZ7d18`(*7d8sVw(W^+XEL#EV`6k{+mmEsV`AI3ZQIGj>F8vh_xt|8>59SM{#y z-Q9bw`_k$rj)DRC_W=7`=xncI5I~}QWF%Y$bMBTk>lQZ&3>Z!W??)ndKGZW!x+4Aq zoUX+;xv)s2kI$!;-peofd^Px-@BSF?{(P_gyz_gp|6KnBR?B1nPG7ILKOegF5iJ-% z+7SGSlsx17PwsX=n9DIO8pM12{b503PW?ZZ{a%GWp8WJi^|y3Cn?^U7k8$s|KVJR( zoE^#ifUM|yR}A7C@BT1oX5y+>LZ2YSxOlY1=VtfzDP$-Y;>Nwqdsql$k~OlC>4#)i zNAiyGFo-V5%Y_9wZtG7|CytgFgTXR)HEzLVJ_S@gRtQlDazD zf5s54U>ns2phDr{h~BVgqQrd0LAbMHLDw!G_Q#AyMQrx_kq4MIH~Yif;((FShmXAv zUudzkavCs>kJOD}YlM2T9I{2FO|*O4&Q7EYj(bPNf$r6Z{=!8HCTp$mPCnEW7mTdt2b z%vcd>!^~#pmjU4QLdxp;*;e{a&al~m$sBMFYq(2x`NzyeV(q~7Uw;%F*}ISeP)w2G z61LGX0$HZlqk4xrXBG|NHzoi;Ga^bTXc#0g?kdii)T$uDi*Mu4O7V|=B#=77I6)a) zph1L7n!$Rkq$bSCn;0Q!xONbph#A9??3(dI5*sa*i4&DK?!tgjLu&wCM-^y|PEjwo zLFO*Fd`nVv8ZYE%){tRPFIMCpe-RSO1!nS$NuzsM?~i@=V1D)F=^7zWx^ISmHq;Sc z(QDL1`B8p8WcT3SO@OXNsvQLy!e4G6ncpB~F11PmtVvoQer*hZ5QrOQ3MQo7vH5`L zYU^V5FfxSxJpRsz7(i$zCINZ{*%B~m4cSZEt1f%X^iq;y%Az@EhqVLSZyyuy$;>|) zX@0Z60J1^uShpRL*(`86Cvj^G&JXKbj_N;jxelkjjIy$;ew9c@QfwLKbpXk2xAlwN zuup>&6lY}uQ35@?7mJMpwTFCPFrnT`k&UP0e7_72!WG8`u+RC!F$(`!0NF~+O7CQ@ z{h%6e{Fg0tyLYpHuhrm=ixaR1odWtCEeH_`dc%DL2MLQ3>U{Aw&|8}8tYt%TbRFo z6u#cFy%wt8@~1U~m=$*h4gm|d(M{VEIdiHB0w>M|3y!QnsJSGPS@!ZR!X2K~A@L-I z(OAo-?A+(}MB%59j!F29>7ZduFI3QSB4&`lSCyjW)e)9!8~{7UH9>~6+Y%*7@f{y{ zM=4nZ5u|d?2lEi!bZz3KM>{nhJoM2?fslP;W+7%b(X}n*SkM~L%yH3$0SL|CAfSrI z4LjFR`w=Oz@sLrXqkr$J`}1u~;IY#SgqZQZh118|PcB?e+&>A8jAb{uw)t;P$@&pr zsRa?rV+kOPdQvqw8T|9QD_!^ z1TddBIn;9(CZ)&r!w|4uP`@(4G=mX1J^Z*69MhXC@4{dehuV%bAVBV)Oy_(CWC~1l zx(5vYc0`&n9uv0we#Ol54Hd*OgGDnJ%d}S5-x`4{wH!5_>xTxLMBgzCNsv;5pc4ju zAmr`uooh^rG2~~$onk_Wd5XrK_4&6zKuCICZ_ti^FA}F6cd1N&Z$BVp_vwVRiPCWL zd-I1sp(Ypcbky#MiU8y2(xgY42mKhg`_+~-w{0?balvM;zHfj7tqEY@>k3$R9SqpL z9zorl{d}$vU$snu{3^7tzep2=qoMWGj>`>E3#2Di%TOhqY*ju8at-dEUaQOJXXY#n zJ1+;y${3ZYJT2dSr{?lN!>C@Uz*CqA_c>Iw9?Lw)$(b?OUeIQ=4v_yJqf}LfPgS?k|D0a8o{Jk#tlNZ6B~AklYprY zoyY`>07VUy3Zpg35^2HQk@q*T95Ga9Zk1htW6})YFa``%T72t)tXh+s#I7tqWS1aG zAPQWL*#%Z5)x!+2jedm9o1K zLA%c1Ap00>wsy^k?&i4x5Oc*1$>1ZBkf*n!fhBw3IjviLah!c!|9zxWt9M?40#B@wOVS4k)Xuj-P5*@$18M-r{>d_h9cCuK7_YM zka(3Aj>=l{SO4W)W6^^T{cqm7;N$mRxL^`c1+Sojo;?d}-lwP>^=kzh$-8W+SAt2_ zwdxNrw;D#@fB!0>ZNL8r`i?Z!y?NUv!7cu#jxb61c~vVuFuznijB!;%lSpmkB7=&7f@|mb79AJpS`LUa9uf!yOam6kA)0V(NVvP| zDiY!noC}bz-ATA(sEu2HnIvzD#nbE3YgOAw9#l91?v1k~b|1&l>b;zida%Bz={(I` z4J7!A9%-u|70Y-OBgimP7)SZp z0DIvClEbq?JZ|x1S39}~>CTkFQ#gwGSkXUF&*&bEe-DY_V6(@EE2^hu`XJ54KUo(d z7C~R*grsK@p<1ubuoL1q+uT2M=F>%@Il&&ED`RN#AwJW$u*o_%-p()&USA!SOJF;v zSK}Y#*Z%PagK3(NyWo%-t9sFh{1XNi_$?-1DV!hfK>TYfDmdM#-Ez=KoIaVq{}BO^ z4HN;$8ED#f3b*v#{H|e6=BZw_h3X@ASklSPBmwJDw-6J$5gUm<)p`zo{0=_Pn6gJz zf=vY|JSTrCsOHF?IE%#YKx@0wBSHu9!oz~<)e8WB-@}jh*jzM?>4gha3AMdb6y0HF zVHU;?+=X?6N)#eT%>^F-#IU+#=b@mvgK)aF$99~k%RtjNJgbU3h?`Tl>wQDW?DLc&!E5|wkFSt1H2<$utqr^d#J^zP zz=iURTCjJ%Fmys)q$b@SYmra*Tn{}Nu!&vge-fr2Hp)P$A>|JZD#&HTrTy)XP^e^gl0ToYe1;~IHwi75tC$^X~)%Hy!wUd(aYFj zcya}l&DMejENStd_h5y~_4FA_;8ej8oM4O6MzWhN@`6AkJhs?!DQWx>$wk)DQ_UZ*N2y}TyguBuYP(r8A21YJ zl&Nr=UZOjv&l_Cc=}8!JyHY*cDa$;Er~h7T$AI(;6KZEeqtPPtS_Q0ThWAMoRzUfA ztWIo|i+tWzA_>G#)0gt;WK6IeKH$;`(u+u`ODJv!um2^|YX}Q!CH)KR8e)5(f;jAS z2r*P~r&8XvFi!GQ5B7=*8+MtiPkq|zFV018)IZ^I-$nf|=(y}LTzG%F7 zA+h3l1*mT9d$HmhvoIQ{=(D2i00W2^PB_5dvPsddR^Gdb-_*>A%NmYLJS(#`Q>YuP z1XE5ROJ6cF^#ROH3C!6fyk-Gvi$1*Q1VY8R?-#G`PXBJa{=UUU6TueK_h&CUVtHO@ zMA*UE@1;q@wNSlh8xKjDix!X^+QKnd<+H{d+AX5wHK^`q&`6Ci;Fw?w`!PttUK@EK z9r!KRX1hgoRM590y#92x;!)o!$d7R!&_^z{iF_qKqO8++siV^~N`Z6kD!Gh#s$y<; z6-`DrScH8s3)~b>T;2@q)~9os&|WNUHn6)&{$8M0%sNqDR8!u6a~=>tp&RwR&L645 zpV82f=@%VBvy}hzB=+bguz!9N7Y!W=HEp@k$GJ-D{DXR-`O zlo%K30rHB|Xwc$nX^%`sVM+k;M;wYz>TaXLu8G8UZBYGGB_Dl6 z<^yClo-)eB5#*zujR6c1WD5--*Py3K(nP%y9MHD|vwoEK-G~_hVI@b{y(bHG#DgM} zc`=K5ad{F6Ii$a9%BUVNbNnN_I(jCX(9u%!U@DYtGXRyi3dai0SV{AJX;MEr;SClAq?PN zPm-RGCaVN1(q>nfTHZ(ADZamAOJmfX8!RRYnmF28ig&6!k9?n@q&Ft)ov~ZaEt=*1b1|(uAWFAYzMjg_O zbacqzmW1gEk~V+Y%LVPsdwLRQa?2fC=uo_18zhF^~_`4zlIT zh}Zq0<$@u=?T|mMu{+iJ;U^3_+x{CW(OOo1QJZ7~_NMiP_62CI5l&A@L)@U4lPHLAPD0&#yKdZ9##CC~<@7(I{`+*%*YH!Fs~de25fBVZs@(^Xo>uwhs) zRN>-@uUH%`76OybCc$7nJhr2fpHLCMB_O8Qqc>Ix@_Cj^N*f&d06e1s*o z=`s+QO7Pt3Pa5o9R z5B=)b_bIFUK)lY}e=?&MPe3;xb;T&VLX61*Rh$UIVgR2ICay&U-h&IUJxRuV#pYo~ zn45$XKpwOl!UqEg%V1&ixGW7BZIdP|qtg zT6<>JO_zH@KJN1+GFdX7bL&m~nl>_L&|LO;69bT`K9UwXK<;*uE&W`o+BrxC3AgDA zCo*J-DG3PrqxqKtGly^_iXf4F_&Qwp`b1E3t3`H#dx`F%|LroR??`ZVX`ojn*t};B z5&~Bx!-Nk2%m^ZR(U#c&@$>(m=Ah9xY_oHw_y>{sUl6IwMlf}UIl&A4btQ)*ElmGB zd=XKv@Nh2pd>Xu7j2Py^bMeSlJpMWBj_A$g-d9Kn^WmStQs%j&dG5GngoCk*u>ODeV=YMvt2`^B^?1uNxUE3dX z*kw6rc$lS<3+C3r162gXzM%iOt-4!6$%jj|CM*o5m%KmkYl8_$r`p8wMJ~w*r&7Qq z8V6*kv4n525uCwqz68RJY*Y>w)b^ole5DF>F!DdnH&m$ZVP?NX$m>Cu>jLae*rECD z1h4<&&sum8KJq3eh$k>zOzs&bm^uv0i82?EFNAVfx67}R4*O2^%tjUct5Y!1+%>?x z4Bx1%dL5MrF32aV*UYG9nxpR-r}w{FW&f)c7H^q@1jkj$5aFUbW&j78VJD?ULj^tE zN=Vn#*XH6}`S=vYcZZ!s5B?ZuMdBpsu2a6+_EwkNo97P$XZNI6U2SE;n3 zlxB=E8eqtg!Px&1n)ymz(tm^&kMp&&8(WH8>ajGKWn!D`zVzHibjGN)f`IN6`dFYm zsC_;uzif=ns6eNfx}UL|pc}QPL)cO1$|hz zpvSs}Qfe8-Tmk`%V5JY?ytuk&)JE*a6@6ISic45xv2XdQYQMVS>M(@Q)DVpVAM-c# zAueaF4XQqZuO@;^_ryH4UA+g#)%0O-w^l)g5OCbwdKP61xyigebnibbzMtYBlAgKp zR;5?{-Iu5uuvhdtT%E^tvz~Rv!(H!y9umbp9a9Y;h6>-O8b}v^yMNP|%sFR?B|@xf z{pKL*{@PXKecb`Iz#t;^sHapV>N2Bo$WjCAR$W&mSj%$%6bej#mF*1&^(gN)(*rN0 zo1W=GW{J%izY~iZRbXoNfM>qfFDU0hEr8rkZMz?2PIK#s_XtAxSvVU8yKg7*$ibwo z60oK}=QaAk0Z(M4x7xd}fG&P}=da)BT0DGkb~pnnwtpp8oE5+Qo;Aukmo!iK#w<)A z^nyJmrGd}U*`&#q4UHkxpuK-O8V%PCy|tL*h;?9sOIG!E#lC+crSQsItCQ?Nx%pnN zKhT=+9lo1x%St$5+1p^GD+E{Z;IJat@tX^pk6N~KCg9%8eG^zXTDv`7Q~s(OOrI8X z(+}cs^f)(I^_l{5JqQxmuZFFfGE|%aDcUwx1#Idjiid<)T=qcajF}cNX=#n@ZOI1a8&DHK$1q?Vd1QUb;>BEHTK^A`ohdjEhBz$i8$?KFX1V%Yo_* z>TSNU5?A>P*V}<0#Hy5CSHG&dp5hnDPR^QpG;YVfvH)MDR?}eTR~?p<#4+*$CeOQe zsPi}tniK&OS#u@N@9{|I@)muw^yQtz%<&G>5^S^$9{WR}^8Bzl)n){8o4oiIe3cT` ztnXp{1-Wj`<*RdlBsplCyI2IsEzjl;=vBN$wfiBii`gDsk&5U`JB%_ZQ%k>O%oc&u|Qe0issfr-%Ks-r)P^VdQg2l$>Q*RhL@puzbco86fkrWY2t)2;Z%ign1%$ z>t&w+>B>Y$xU;jjk}^eXzu(mh7jjyB`(t z%}kTR`;->0kDO7BRu!*NW|8MySGn#g=RBj4wrrvVh9>f3+Z-xC|5AAgMkW}b)u(aR zOMG7w`n3{fTFz56D&Zg$<0NRwNIcB*bdIe)KKi%`o$g+^d%4s#-;v=U(d<|>n)R9t zDHw0Vv#7W9O827AV*ccm4)Ve@aVTWwvQNLtd-c}q@qF#HWV6_g9r}PTzIlrcHKJJ+psy?uxZqNXUoGzCBs|Y85Ux(J>hXlh)iHM zd{mRxl63o%&k-P7+?gbFS()8=vVCy_EI3^HAy2n}&9lXP=L6IB^yy7^Kldc`MCr63 z!x`prf$Vkf=GEZ_^a`{?_e)qQEq{|YQYGd9q{qXUR3$uF*%H$^B*()zxk)AMn`|$? zUQm);IsIbPI}tHtln!rCv|kxM2=Kr{(bwa+zy%U*4by@;h{#+_KTe!F5{tK#cQ6_M z*cNX47J;Jrl=mA_^!>RK=U&Qzy74wQug03|R@F6cK}EFl^WWLs`M`&#h^}L&@{mUI z(~D-~8LFhX5Q7tmyo7YWe=VQpem^LnPQ&d}`b?J&ZR(C;C9U@a+xE^EZL}(WIgDMQvw#_&@q+6@A8qatTHb70 zs(UEzdha=9=%Q%;ge^FLd-gfZtojG#t$A8^Oq)>IOpb()rXR!ufq5|S z$9>+ntsX+))GL{bD<5&V_wfanGO^|3#97g0rK^YH4D_dSCe}yw#IcZN*#5z4yZh&0 z^NAmG)};O{bb#jkW0X^TdMWT_!NtetuIy;WsndK&Pv}|pZn83xqBD+*%1guCOQV=@ zei(9wK<>Oh!AH9V3DHNhZWugf)sgp7H1NGCgQvA>A4)E#xzcq5|8rEmR%qgi;i#q1 zC*e>BVO)Qgd+@<>|MRLD`Mm%1eufYcNqPIk5q`UL7XckNf_d5phj$T~;iq_I_;ZrO}ec6noU@41T2t@1DXGx z#smXXtG6&(ITPz)_h0V~Rxj8nN?Tv;Gsd=4yT1L`j&h;~ir@a!%r4pw<|@!8CPQ$h zdzk%%!~0;kN$LQUxZ!!;uB7EDo8W1586(yxaHq2`2HI^@NE5dqhoQEZ>t5iTX$dt- z?+0?Ykj)ZY$AmF@b}KdECY~+iwjug9(B-Tx`g!9YT=jVeP=h> z8}VqYilYcsZlsnH90QLj{ej^0n=`7AO&s(!dkXlq+u&;A>Fgd=g>GXXd$R&dQ9ZLF zt$0^Xil!nCijL=KIJL0>15U(z< zLjO=8lEY1t5Tpr0pt-(J8!vnceZY#Mb%YiKo2hyq^*MCrbwY@yOKA?)tw^y`A3a zwPppILG%}Tx6sR^?8;dyDU8GCiS_KSM8iH|@-eD@ZP&G;vtE~%bv~MxTS5K4DR;Kt z*r?cencBlR{=w@iArhY1@J}H+!OI^=NT&^1k;Rt_^{;Ok0-N5s7?t}C%s%n^Iuq0e zVSjEn$Itdd-On%Lx&%+`g&89ONhHevy$QhlFG)~=EE}(a02vImfHeN z!$4;b7*-&kE(e}cqi#NwLr!b3tGOu@C9T2~urb$0T}c(U?E40Jn z!p9=rg0(_fYNBCD6YSlNFjuF5#WzuzrB`w8Gu|Fe8yq?Qy>7U?=ll3CSl}g!o|QZ%08iar8lh>{qWc zGhSCMX1X>3JA}7h-{xIEC5=u}OU7JA|5B$DUqt3PdVjMtX#q>+AV(eI7kYO(85<-r z5sPjg6Qi&O!WccG?FkYkS^0_(L3Dx#pq^T#L;~j>r*MpDfEtW!;_KuM!MV^}V`7Z+ zWE9-5^Ub1KQp_VMmG zG)KU|cAg!hA~A7jy*U6o>eM2a@)u6m`2KY_m|d5#`^*_5Y|Qe|6BIC%5VrH8lPbT` zgAsEX+{8agyRT3EBNfOy6#b1!L_arnVgX>j`T)hc_?Q`Kgsn4%S$~KG`Qm*No6JmJeY z&8Iexk%BM-=}QKgQ46w*(wRSSPs=3dGs*n< zWyqOK+4J%LKlPLUkNTZ~|55)u6vN>c{ku`k3T@IN4X;)X5~MUJ)MbiG7WXgsa*hBy zrUfhDf!uQPw$yG(NmGAT$oa`pLy0!rok(?&q{%VkEP@NW`{KtKmDoiuwh_mo+GY&OB@e2Xt-nveo`$V5lbWP?LK$(C=lk+n z?-NZQtzMfQksiD2qx`Ly+-jJ8rWLv|7-}Jofwk9dqy>7~>2c}!%$n?5X1b{y!ycQh zLOrx@p&KXIlK;%u`9sMIMt+xzny_ACw>J{{TDPyV#7ABqArW)4uu+yI@Z;l7JTgbH zB>1S#QAhZ@z&hGofE6 zUtWs$KQD#oELh4&49)8{rKvbR`uv}l@@TRS(|=`)0RBkKAm5hsCR=qZdu4M=t2diM zI^l-AHNctho46YCsB_tR3Hp47u3xfwXvaQM0=(^f4^}TT?s8r;$nh>(eOkTdc~PMQ zPK;dQoo+VsXg2fdH1pZ`bTL>RnaUnxYQ7+Iz8urtxPNES;q;Qq{A{4%;V#}MI`24l z)-&CUbMtzyb+)G}9z4sS51VxeJAJqSJUC=@JiU4a-o^Lexg;AAge@Egc+H$e0h3YWXMN54?+d)Y6n z3KyG-H&lrZo(4Ij^+Qt$_1daX*tKHv zWqzDZQ<1I-&7hjL$*9#gSfg|FO!#C7Mzu3Z)OyYAK7+$jdQn3IzRH63bgLawJBX;c z4U_4lL7Q6kIrSLU2`C{zDt=AkWtGVO89zOmtdqlwAkb1zZjuj<{nhMDoGha9p2Dm@ z9NKhV{#Yb-B6{^Me^l>$8ZP=miDT*6nj>K_9{-bTav|jbDdvViBSp|+Mf*Vmaq*94 z){wu{Be-2V4@F$Fz@yK$Vv+zIuws3`b=Za{ixTmgzWc&b{_4C%ZhqKyt$qBx zozTSZY!iRdLGP7f+%no(u9y4b_d^)NlaUX1LZ$-VJ+nb;83%+s8Pv8!8j!?-Sg~H~ zJ2#`)`w<2L3+|z!5Cc?u`GHFN2DIr(uR=78hDU!c)1sLk#?J42pxM-YdcpAn z%0_v)s_Si;`2~mg3`<+lT7cl!4@7{4?g`1)OMVV+F`m>eugxSq&`BZ@@)8_tI>wcf zWk3d)8{xxv(DzC~oh?YQw)cN#|NT;!OAe6`c5*GN!h=V+^NQr|;C|5GBsVLyZ zI@@eA6bd7ZM%vrFZZi4Mc7}*AEvDAW=YfhAXWa-eZ@oN&8Qyw+-J1>aw zQML&Xd37b~nu)u-dAIE;-S6_=TqR@43GRk&nJ6}QKju*rViX|$a!f8(sb7wXCfVu_ z))$D@lU$D5szL)y_ve%4JoVz@(+(0jM}8@68K~BqiI1RT?gB#H^j_tQkslS*-4?R4-B|FcbBR3EKlUVnxIkQj<6ZY2NMGzLAAoi+(kPgoK+X!Pz>wAayFYieRNVaod2h;)t1N#AQ2J#4j>$A;4GkN0XU0l~bb zJ*I+Jxj7S%i?8FuxwY}vJlum=Y=6lD5PBW4Qt&GBsmoUZu<@Z|U!_|9=YcDsBMIdy zk^{e_8*{%i7)GP?kL{a(_?K-u)C_jUz1PC+%EwP10!}hSFTpBsd2P{QD0f_xRUz(p=>&4}2p#KS2?m3vX*rqH;Ak z^8Y78(;A2;CUE4&D-@L`|1azBWg}!A#^h1BEv{X#UA=T$*>(kuKBGbA)IMQcOjvcW zNJid1K-b~Qgf#1BMec_vXLnt@naP{Dyqn?<<*o_e5m3ab-K)rnKJC6!Mymp51xEl)vc@5Hv3=m`aLihX1rq~7j z^jRlYm%1wMk3+6z7E+RY`N`7+>i0QAx4hmPaC!N-T(FK?#_v2ftv>GrjvbYg8BY4~ zo~5$)EgHc$eETbfE;babM{3jV0tQ2!lguA=iNHv;zKgmnnv`52YbwcvXB>kg`}A^p zj-Ui=s==YPag%g>^{Y=n9<&64yhhdFGO)*N0&H(dBm#S7!;Rh&*5Nf>F`q_Y<~- zQ8fC~`n#jJGGc4$8h11ci6?7Ir+QnyfWjj$RzLS9%({M7dTle0DqDShPt$~KJ=tmF zo*i6tfeX3K#jqcN%yeW)4r805joT&Ww1*~PoSqy;P(SuG8X|7k2;jio=&9{ zfgT(CUWyQDibAr#qHN<_-tWZ69$5*}B`0-%X04@uq&W{^d@jet5T2%F1_;e23Rkdm?ojy4oFB36JBt2>b}{LO2J3If+-MST*ATeS>l#95GMa~H&bk3O}~-)MVIQCNqkb}YWL zYtEx+R4(|8%8j_~Na37?WkK!TYIgAqf+v-W_y3|L;<&EdV`w+H*MAKE6AeGHmMt5T zw(RA<>{KDtpm6GD2%4t~FFRd{zfm_!*hCzGhJ6vD8doN79(>+qTatxlfkT z69K`4^QX?kd$=eM%=n6`$;-hZgbo6iJ+E&Oc=?7ztm*5e9dMF2_O@y3Ta7Rr=VI)d@ z#rVELtH)&Lg5jIijt0qVlxBRo#3vO z%{jgIl;}DlUn}iaQ4hK;i|)UWYt)X_tim8;(||+O57MES#W3L=FwE(}+5hf2CuCPL zwjU?%i$&GVZpM}6KdlM9Cz?o{-U*jRo%8d9^X#Rh&ztCBgDEx8GnTE-hcwbW|E71( zL*Zb`?igIjZpxSHA>M4d!fs`2?+_Z&=SE@JGX8VS`yJxf?^#aoe zg*r3CBkMmSUtINio}s}Jmi;Qy{8pQF=7}tTE#*mUFaLNo^>`)ER}=@I%agto_U*L+ zK!^vdF^z-9t3PyJizYDIwNTesX3|<0w)EAqHvP6FUFBw%-##Th%PvJ)w@;= zZ@?pW7zDfrW}O|2e3pk%Bpan&h=(j0)z8TeeytCjDYw14in=*X4=HJ8k9;G;pfZxn z;N-IVCBfF_!wqMhp@r^<#>p)9>gp}`TVI1_5ZeX7#>q1H`Zw}%+L?|xj+KwnVmtN+ z^dt0OwJc&{aYs%Q6JPr0_8t^lC5$mXGN@tOBlK8j(D8}Q8ZZO@T3V)WfwFmR`!f!F9wPu*D8Nh)MG96fW@(`z8d`Vc3yUyJ_-gdkfJQ%r(yHQ^y>&?}(tSU9S7H6=DT{3Y#su50vEF<>s zSNS|Y2ixBgVQrDp1*J@5FS$Eyi)c?&wjUlQYtu!RAF@~HpF~8CGORJBJcax=Kr@r2 zohWAwG=!ZRs*ul{fOUMpau+Y&om7T$Wc-Bc_4ERGHVMnvb`Al%-=C)Y+{A#NVyT-)e z?AkwO8VeoyD*SMlG+`Zbnyvn{1hl50xE)J(_6k~vFl`CDx9Ku8EcCO5&R=fdR#l(R z-xB<>guzMHxEMq>?4epz76ASTD~|gy?DsF2=ULcG_`u`6)?`Yk^QAL>&%GV-&%Qq% zYcEi2|7YuIZO%;o{C;7Rtv7R=jWwe8In_4as+y;5sHSu|oAF65);c~juMc&$$$8*z z^V>L@C6PRm(qc?KlNwo=j$z>lN03=ot%sEPM!<)koekk4d*hf@bAV*grrtz8$0BUP zXZ*lc4Yw?1JopuYh8G#Cj_%9*F0{i&SG%c66dtY`bWCy6A7Gu4E72`+MP(pHp-eqj zRTrGc+DcE%M-?gg$U6&btBa`2(PJQbvB(?q;gixxAMYj{hilkGzCRU!RM7x&`~G@y zrBB_ym?qUfn}Xy?K^LVEzH*)pb8>~zxXP)zkv7htrpBNk$7Nw$z{}e>uhba{q^u)@ zrFbht<0m@uW!*+|0h!WE+vVLXC@PxZRjvCB*j1))cG*Xu9}*pp(*nh{j)T5ke5FeR z1xm!Cq}OHpOWHPf2>6%8k`p3ziv)b8J{V8q++UPV7%CX!q^D-um|0;EhRpsVdDq*L zGm0}cHJEw)zBBwSqW|GIvn+Jm_}FXG8z4-zdD_jK`kA^Jb7yMq!Eb)&QPDl6UB7rO zobE(d4UUReT6G~)y#FxzGuTsLJwR#sv9X zgLj$1!_+fRI&kq!@PzTW-*vE)E0164zG1O?UYM{SO0JtzanPXp70|Q4U-+U4t?T$~ zkmq=Jb$$ToKF>1Y<~q#zxFFOkf&m&nH(U?Lc<0{+7{nNYc$nk9VotlWbbiiYuDakn z>>X*7T7{N;E^X#M-NRBH!qB3M;1*2%q&ea$`$o8Md~IKqdQWaBaZnNMQX`p}#D7$d z!8C`44rDq((UApr`S_2mrFcp=JBg?N1|*S}UHq5Ef5l3YaaEdV3%CEqPP94llOlc= z@~W>+DkZWi93g1%4o)ov^_-rIE^`$en_(hlCj#hv>v)lfXvjJROy~(su(qx-eFNoQ zHeP*7m9LxzMPORdzCxM54nWGp@W=9V!bX-1cBtsvVT#jhz!PN4&RlxyF2f#ANzmx1 zU2|f=s9eDY^QpeVCF#Aj;KsC0VM0uy_6VTkLgeD)mDwFxuyuD1y(XV*4D9JRKRbvF z*!mO!R&9j|d4+MMYic$rV}JYELG4h$AnUJ7?4pJy6mf8Ed>lC^HQScxGf2&&)e11K zPG-XDtG~9Ab+(1cW~l!oa;6CfCfMp(33>5Lp7NQBw2kR%c#RZ7eaHb2kn1m8MW1afENpH=`3Z{JgT*Z$ryaiDPNB7~4{~O3R zRjN~LTb)G3@ybU(Ye3!SGz>TZF9?0!_Vg}%t7?EvwdoSs(aHOb7bdEQUtH8lhL$G>IOFqf~cDot%D64JR4ZHLaA#h>Fyg%2!Y zY?eUT)vAvxDfB;sKh)xjTQ1x zcZD@OzDcG9%0J)_ew`l=LZ9c|Z|#)3%6g%0E+a?eV7J0qA-% zM-&tcGlqFzQEqV%O4SEU-ybaQpRppu8H@U`Fl~?53 z4)b>?Qwb9f3B&elCIM(*Qxfei=pAhk)1K`R6hiHkYLOU@ls)3}9ucDf7}!2GS6^Os zu@3EVytIWNlz*;-lQ%@T*YeK{W09tfe{Fhdt@2ppHg}ENW9Lr15KYD3 zu%h!4emtYodEWwR(Xjp9Q#B)Ce=s9c{RN=?TZ|2}hQ3Q<`we|v0CMf>B#@*uEjX%sDDC&R+T`BpRq-=B{W3&Ad=X5YR*sT|FiRDv!LSprNFHOcr;RO{@=2=S^rCpD3JTGMO#bcztO;$=C5+G)=ev77qY15F_ZgD( zIVmeR6=1m@jNH*j^)@7u&|(@7-^XuLHv(m1C#WywO%nRDWB=?z^38b|KRyQacPI)n zdhia~5a<{t4tNlDAC)|O4s!~%V*rjBx)>))zjwk2Rm8sqb`w_G82$eNa6pg0l%O<- za1tWYo7N8P+-QRq91h?JpV%aP!d$$_1!9v_I_Q(WoR;ITW}1qN z2mggA^flB38rPSP+c2{yX6XwNy=Jbilhj0W)?*OEPs;@)G+wDwz9>*Y*M)BmnG=DBV9 zwJ(-u;+MWWKM(4)E1aOwD%XrRZ7A@dn}RMA#?XT)?`@>pWQW|zipk6aT13f z;4Cwde=wNN;U?FYgXT}~eVoa$-ujuprG$-g!)X?njHo_1If_d^J=Jx9a#`jbPt`jm z7tEU;TQe!bgrsNXLV3Z^j?K~&3AW5@vb@P`=|kU2!q5hGYC-dJ#x3=BV(#d!YkP`s z{?=SIKVa_gZ3nSjk)Ha?zr&V2Mx4I8w{p3bpQ6b=9n5XJ#y@2l())e22+`E4CtNF> zG$kKuGT)+u`BVF3;IO|LQ8&2zDgSPC?#t~>$}C;F^1LDYu%uC%HepHC5?m8f)9WnV zi`(NWO)m`AS4^k(Y3&nBeCtEy`2kzaNtpe!)$Ln(@}akmG1=BE2d#uf9O7Ey;y0}HHRo{N#Lj7*XEyLt*zc}T=FP}VQuvc^QYt~ zOf{wD+gtv+tr^9oRi^%2OvttAClTsV#MGU8!K^!BN;8>%i)@SSO*{S|R?iSzM|1d& z@{5Y+zO^#`WE1OC7;5HsBkS5`$E(e^l%*)0qc=YXaqh25rW$8!h@=8?a`nn&ey*t*-a-pVnoxnc>kVeYREFXr>nPSZ&6kv%2Ly7mMG;|gt2R; z@7a*jJc(9^lhXs~*;J7E%;R3ik92-F2_;NetFS8y$Y@{Yak7ulGk5N#r5wlJyV~0w z*jlb}GP8Srn7Sm6W^IC4Zc^Xhh-DsiR`T00ntsHQ-eMs!Yvs?7XUnF6w%toDqfAr_ zwyPCx=4W$A1P}O) z?((rww@jSW6j;_YPY~nV=+u5?)T+6+_r_O)m`wE6SJur9jz4iHxu}E=UM}Q7+K}E$ z(zKpP58#lTRh(PYStR;!5NUGBv?BJ;L%1=6n=3?jny5~F7zOHCuP+*g#Kmgz*bOsO zo2ItR#8I<3roIrgVwbFFNGDzEFfpaEf5vlEt!bf?+6S^yGu(!7oSyrur=j_1!FGY1 z@#;8@y}BwGzAh|W4|E_koCesLWt&4}mXiUEgCWlgYX_?sSA(I~JS^T%0=Rb)=g}JO z{*)L@$k&|rQQkY9H!?==3b6z$m)I~}b?wP#8>$^E)vF~bdub+N`8!>FyL|unl05dTs*6ityiRzCrmVeOJ)4%dDhw%T6gKB34h0*RnloJq=SQTG zb8hwTP0am5>&AW!yB3!rRT_HFJC3k$qzg&I^*H{Gy85tD)!GNN3z+vdbcb;8i^G1w zjs11f#$wzAaa{m#gAMGw*(gl@wqLoM${96F(`1Y;R>l*RQzT0PvTGe4Pr>tkuse8e%n}5gK>{+%D*A7_TDr=W3Yg6IXx5)F<}gmC=@6S^9>Vihu5z!v+Z4~&-fy0vq;ARYTc+4a zhfa@esoo?YK^-0Y+u<;O+9H^c!ML;L4q7! zdA^{=PoT%M%ynY9Y#wM|tMjtYSbM-ln+3!7*CJ#a>rTpt`z&S~+r#djtYp;ndkYu$ z%h>p7|3rbM_-z@vEg-8FSDO>`jknD)j$YAis@WO6E0afC1o4ShO+R!95A)K=zX-&^ z%1J11dYS0s!PRkPKV470ag9})#`{rmTu-aix2$?1OG7rt54m)i?jvs0*nEs89qU%r z&v0w#pi25SIxcM2qc8nlZKh73!!!|f60)I2>AbG#WFwEeHi8Kp>2j1t9LFPp}y zWqr)q9nro?Dq;(Kb>FuZW-;m4wd7A?raco%c&T0^*i}q_S-ow6Zbh5&%Q;Xd<7=Gj z+1@|JHhRM#b(AU>KwX44rc0uE>ommC3()>M=0+81c25o6hF%UElVQ41TrGFJXt7&p$hOoX&`3jR7p7wt z%uMqbvKbW=!(u*m$e4XPHkcs&I93lIJUC;Xm8$t!Ezzpcl=9FjOBAn)ubi42nsd37 zzv@)M4N#%GKKX2JK|jf92Pw7NGojE&A3B@G@Y>%fw zHSPNaf3FFyeZDkLV;%RkAbH0?N#kReO zN*Ps_H$anJ8ZVMO?YOJC%!guRqu(?$xe2dYvKdP4vi2c3iE7nB)GkGgRkFxxuML~G zjjI$L5-4u;sSzq_W9z07436hCfqHz3oP+(;^Bc)B?-M2E6W+BS@}6ec>yIm%rvh^| z5J3&OG(4B;@2OyGWxLv`p5X34nGn2rbTa{E{-us!X@NEid6Z!!pm>8BWf+CLH~V&y zVI)XHe&ISLbW3dHx?(qn94B*+obcbg*OXaJJLUSc%A0!K68wv))|X@!ipN*qUawsn zn2?rYKikjA++4oI>~9wsf0A*}q}-^$wAqYT(~P=2eLJ z*D}HsUZB-#4EA|i!dpNv@}-@HhQexTT=i}@K9Jn@S921G)!ocYLdk-vQ%_kt`xS+L z0PUCQSI+|tm01mL5oe^K+csewi-o4URRgS)?(@_OLD0A;CKF@3Au?YCiMHJ2XqPe? zO?_?0N)+!^(JQGIE}O4?gmQ&NY`~7!Smp-kMo9}_ibAG6k9&gD>m}=r7fbnR`xa7q zx@klLb!x)%6HHkg55m*024w*>6uh$h+*t3b9bL~96;5dSY2jT0)suffWrK${?io}3 z{VVJ!2??);cie41S19NfyI3C2fuRA?vAITV^noI}Vibm6jCi`t-#%a3r<-IoAbAta z0#dqn-6qgpdg|cqQmklmbUUivoZ3_>QkFy*T9bOJxju6m1}4|Mlv%3AYWF1Egf^ipsHa$KD}UGOT7iK^t$0nYRen12=w9V@cvfg(`F zZFNok?g{R>ol?gnhKb-d^lU~cMgn{F1H3js0~|&XCLzh1CmAM+Fx*#LMuui@f0b_0 zIp1$|r8gQ9`22lM)pG0m zo#-h^s+c=GE4qvy7k$g9}NucXWV6{iUq?xeE&G-cQY9pvY?)5iK zs%;zwFVDZyFw3!~!8ml!WSC?pi)m@O&+x2`@ojmlySu#NNU9+2v(xjwqXMXTEn^r}3VFxA|kvr;Prz`~nFc)EsC@7~eg#HQtL zKRp)Ep5QZ2kkMYK!gWi0x@D(Ddy$=f=WI{FymQqp${_s=wHlstXk3b?#JCn1xINZFA^Po9Sb80yOnmsJPZ!j7TZB5;nvHUFcZu*_M{T!p( z+#h~&Ov`UAoGiQkJTM2<;__%2Wy0Ahk9sj^j@PskkZJ?euZdwf-GsQjqDCzZzm{^Q zEETF5l04a$l~cIl2nWsf>CqKB?V32HKQQIk+U;w*AC=w|h?R~)?_=ox!U0yfH+?ln(sutoFnaQ70(ewEpn*q)ZKIckBV(cn|N{SB{gD z4%m9mv3MGELxY@*k){Uu)vRIrMUl=LdnudDr$IdgG%4O$V=(omApM$kE3u~|hrAwA zxxqXVs&-hd4f0NM{9%JqS6!adbKKkK;R4XDusmG|c$MS(h0$;kDl=v3aNg&1r;J+h zHOIM7hH_uN?~UU#>2!$jWn%WzDe>WSq>TKS*7Q3H#eL~;Hy#0Mk9?y_YTqjk zy-D)!SxvX(z;2ncc)iwB9y%hVJxfhb%&I*Tm4?v?it{E~c1I{}^R^grM6aE(Mf$!;5|#7o$?OI2;-FPo;V9`G(mKR&Qt87Gvw=n15|bnkpy3!eI2Mw3zV3`Esb+Gaj?B?sNSE# z;$xxxO*h3s_wiC3|Exd7185WLgPOLNPuloI85PGDC*EPH8$!#buSK*9;gjM!tYtQF zpl+&`@@D!DD+TSsy1FWD)l&i}_*$Ik%pSHuJ78hW2>Dr8PQ@v>HNhRwiJ3uPwfn5PCB+k$9A1)~YknyPQlk z@6PB|r&f+Fg|^olnxiWm-k51f>T);T=WrSk!T{PrrjS9PFISkGeeWGaZLKM~>_Qhs&9?X0}Mi zyVC^c8LpSv-GzO&nuw6*r>Oy{%%#U34>-|jP9|wp$;cxnei62xoK$2k_SsN0In9(G zPZ?J}_7QHERw_zm^vR6p2S;niK$JMv`^I@o9|!BCivxbR=-}&Zv+4GLZ&j0GdF_9Mcirp9>M>oJSghp7zLdnVV@C6RU;Ikh0}7+;~7NsH0) z%LZ?Zc8Jnad<;YfV+(!_eV|zb;)Qc_MoW>vIV6?x8v4bQG%Mz~E~KQ_ z=vu;HcR76c;eiA{6S?)bFZ6vNGR=jFG^#nUEi->&=DrZAesPnf_UZ$-GZFp%?$1hc z>ZAbor6JYdjg%ssflH*hLxhv0S}%C5Olf%6OJ2AKHNjYpaB|{B%`%oEoSZ5(XGsF4 zq_QPb5(-DxQOjU*kdebvu_wt#5;~-ppp?)E@rl=oP296FM-t|fuam6#%qJg}V)Rid zMqdX$heq!H)C;@22s8;)ukCIk&?MD*?GQwu9TS>k1e!Xru%#x|Ji)qa!3c1sw=W z)|<%ZeMUv1pvSmRl7uUq_)u`<#3y`Ein&gFv^mIPR4X~K=~7omL;fLxWLk=8pdTVg zG862FA0l+CK(YH7BJiykHxZ&=AzZx)vi%7ntjXu-_XnE8EdgEr^?}|4b*2m{jOx=_ z^FR@pVnaYFVdchv$b_mS$pq7&ln+YjR}eY7_E@t(uNn%=MOgEa1;IrPf4&Bo^ESrW?m{Nd+WlFbEo{CSqf)&+n1d6v3S?=i?f z&(in}w;ABivxYBTsKd{*hVNFG?eDYn{B3(UtN#2r|CCD4*M1?RM{DY@>2hPK`w?Kv zGT1Xq^NGy$QRl7vt>pfe=La&141Q@%G1-~tm&WJ^s2Yxxe{Lt)=4y55*LD)l%y+QR zkL@(9+^5=9Fq0$p72~7?2(F?Wy6a9b|AAj@ z4bwzH=@0yDYtTz2%O(4P--!*=RthCQP+&adi8IK3p!ZU(KIT5St`w1&`w;j?N^{74 zpx0Sj1r;&(fnHBGT?G@nW(?5F$43&!Bs&VKt>~@;8|(IL!kL893b-%h4NBJSzWCyoR^ZjVxwICbxy+Is;XOx+`YXE3AjY@j(~WWEf1=ecp!1P zEB`9WsgGRtB*}Ic+9fviPQ1wF&<5=oYpqf-TZrzLwx9l_WFg9I&FY*hWY{a}bFL6q zu2g25D@0@EmEGqG8NT7?4!J^>uMGJ^t`IF5-Sz#Ng)=-$pgz!~zD@un;af#}654x#kYr)Shb^uLTXBrv?0Y)!n(}I<8-f zkZU?CCGdy}7djbYc$AgUz2a00A+I&b`GWi^X&LP_-;=k~Qzx)qc>Exsfk%ad<2E9ReVPe+s)V?;sH0(q^rm!OV&o{-o7k z(Szz#SGjMvMAcU*C<G!b~*>T#kb!x>90u)mq@1%;h$VD-y4iVYp#$x*PTj zE!9D&7414%jZg_84aO)7OTP|}KfH+wGn}SvrqT&y4r!?`!1<}uYvj?dB}p|u8Ee68 zSPJhxuYOIj|KNbdP+^9&TpX+QF2=!9wRm)uvzAVsD>QUvX9h{vC!)FJ_Iz`(8u$*o<8*bf)G3@E3Cvt1 zZLq22mqLP6$D*rIQ3&-zIM#Wft3Y9uk{6<-o<&!)sgv_vGspKnQ+x1Z**XkA`p{e4 zRAaHbg=RR&1Z2=0MGXB&1z3(z^JSf3@8Vj`#i`OoY_C4igFEF>yIHA8Pn9z|x=B<0 z!wa31phFbBbA5+IF=L!wYLK-=n-IOeii)1;BeIZBPx`&tn?zkwLIx)l=k#bztEUAI zv-;(?Hzv~tOsRpkh+vTj4*WPmk8kSbcpcjAb#SVd>DSjUN8%zxZizdM)L;*oo(CJJ z#~Q&ih(wjr;l;!%L7tLx-X&mdmh$Y)V2sk6bxaoB>3zE*f-%EL)IC{PjDa4JQvI1j zdJ&$fk~uscU*679b{4?D(_ztp=f~z-7+ZX3p2?y=JxX77FlKP2jSlSdbYabrmYxG- zs&sleu#16Zy%t_ds09j>3=x4%u;oeUI|Q-n zycitB`w%gl7ZjS(?n}Ih$pVUEAuSNKuw0UlvSV~e+wd*mVxQOD*GSSxT&*DhUu}vW z%oumlIZEeTJx6_vR>!DMU9lqGJVpMM+>8-5?c%2h5!3kykA^*Qby5*;WYcO9ikH7} z)e=HwL>JUCu2zL`z+KmT(s61yjud?f6EU52ApQl7!c41YC4ClfJ4Va2^WWl6{Jyk4 zM%Jn-JeZ+S6^4JF^PeJHL}!dT#trNI@L)fO<_E#H%vBIg*Qj^zvS%he~VMRp;<2 zp32}MP=;u$F@{-$a@Lz0rue6B7p8ZSMItk5sY5l>R$EBmv57YiZn6c#QOmj51PWL( zT{g$)W<7H%Fe?o@bMj)5zC=Qq%qZ!Yljh@Il1@3ZIZ#@bp2Nm48cbC26gaN#(aVS4 zHEgT$mw+gf#c@vyXzMU!IRxb9fUwq|0l7GnI~g<$gd~J!ADt(M*KX8Iv9x>ob(zb-lzb``v$J@-760 zXzS4?;wV^HHjtFm+a8(Ib>6)BjQzyr*kAKX0&U$hd9Y^+@T6^TfqRG0Ld}a75|j6n zL2a~<@MHj52+u1kO#~}y!7+I+g579gI8VIs2B-zf4DbQD#V3|BoWdS7@{2ujJ!=Q( z7(w7gQzCGfH;)-B!ZP_JM3xk>Y#ozi4)<~~C->DD-((Jf$)~uilguIDu;^+I^m4hD zLc=#=kU=xO5F4(d77B~bxSXJFCNC+7V3>UJlA;I(MB<I5CZ>fk7?0~|E+@g zO~F)}(a%L8f`ii);H4nVF7|5-t6LztW1o z;?o1+vk=nn?fi&}@3*+M?%wPL=~OaiJxHXS$S{(==?MnKfo2JwP{s2DGJ4Hr_%-yo z2a8@{p~vX5pH9e_mK8kGZqpId%3H*QyCC<7RVxRBBk1^r8kaLxM znp!RDwZdMwkWd*OaPEONWg%Bk+ zpps{JDtS)NQw64;w1!Ao!7C|NFx!I<-|T^F!p`YeeF3AXrf692vS4CPQ&i#>e$9T; z8#xv?oLeE=`m-h9`&^!cxXFT=qvx2G^14>qdTd?-=oSkBJuw&7jWD?@%q3nUlf&e$ ziIyeS>Z`=0<3$KT$5i4r==H9IW8$UCt<&IVWI#)1;k5c}7PpdDDFh`OeqnIVo~T7k z$IG;ILx+#J?nFwdYsN+K7wS1FgYNPL_c7&;N~zi~2S;mp(ILHn=$_K6?nJ7&?xm3o zV@|1|E1ioFT~u()0-}OTYm!PU#5z16$wk@hD6>GziVpU(qDg8=j#X+}9ugQ8ztlsZ zI)Lo%-HDRb?9*2@dxb?nh7q3V+f>-MY~oO9VtU%(lt{NX5LW}rumvMNri#u z=ytt}KZG*FTkYAM2o3ivO3U<;BIg$Ys&|{BsZ^YJt`z;&CZ>Oe733{E?T(a>xap&~ zq+Rz_xtgmVPsFWnb}IHfi3F4dqd;_5!XbAFeQ%g|Nh-H~#F zsS6;%6sL{qUWikkD^-r_@}yJsC2LV!qI*gOyAvtp!x|?ZJ!XsW1_>b~rBccml@2ai zHdP&KHDaQBiWa*QDQh{HuUhtl5J!>eP&^L_E{v?+^2zQ*$vO_|tB&c=r9N84QwKZF z={5M_Oxo`n*R2{NDP{cz}CVig(*A*lGNsy(JnTCoVUXZlWLE6%;Zq-$EUl(Ibu z(ZWDL%b_c2UXwy`S#6TggkEGP8ggLLk0P^{?ME$Bb?;!7pZ3KP-)<0DBqhUeqsTkM zAOTk)1T9mkXPeOiU4GP=o<#LwU7}Y~%G-86-~jiUyKRvWQo1=6owiG=B_F$00+Lczy7N(r$%DlERfwwPY3ZZ#*Ho{1qK-8P5vEsc!=zRSF>-8~ev}!Ka@y}&P9X`2;XVQ(YBJEWpXVy~2Bge9CDlin z4bzWDCP@0o?7qrOYW82%Om*dh4d8_J7M36T7v8rB+>w@y!!K1-WaGFs4djqCO$EuR zNcXzU;Q30$UZw|^htsJ{OTXzjkJ4d;I~01BV{`AracOZg?=*ZH$m#uO{+ZC7NV)im z&-1b^U3Rc;7NS3x%nM3*N~`xGYpGm2Ka(AX4V_5KiVp6pqFL(vU21>jIA=@2+VQ+h z3>!L$lGPmiM>UgWj3R6d<9Vb&&&NMF+Jp^GO~*gMFbtDU2NTgSd@sb|;?DCtLk7n` zFsq0#IK7_#;0z2*yJmxlx0rf4;@I}0Xw$t0Q7?T8uMg06xCIZlw2##0tJIIK!$)1y zGYG-CIpa)x3*mVZ!<|UUJdFQp9;E0_h=Zc3PJSyL-$mrjn)ODnEv}hMkXCbaAc=`f zWAL6z7pc!TuvAyVzD0_yS*ndNnOg7E15*72VKuzYzWj{(NU-eE;0+;qIH1+~ABm^b zJ0c_UQZpKVxFLU>96oGrNWR zQvP|qL#paB=8w{wAj6a8?}otxp@U`mDH{M2v(R3B6q+>cgZ-#!&$9OoavNiupj9tLy%N`mwdR~p3+(Dv{P-jNo)NPfNP%5i#<0AiiZ*rfPpZzV5 z6CG;wK!V3|^F^c4Xf$&3aUDnb)rGp0cs^ajvh#%G`xh(jtD|(4T3zhtHCl=kb-mpC z_%cNmFI`NjdQW;k5?vO)9d7x8g{Qjts=A)<-^aKa;%u|G`>w_>NRBtpSB>lIL*{Gl zuwEp2e^h=`?l8}{y}#5>%FYv@_U_!yM~6VmS`r&C9$P&gM|pQ&pz3gQ()<3d1(O|a zEYZ_hSaEcBJt$M3c0dXX$NjCGgSm=#TIT1<_j6+Exmi;=3#NTpEthE z?KgJ%?2NL9nd3DxFO5rmS>rrCwsSMaQ*2wpPi}#thl%q=6R$(-{YAH!&m5WajCMjt+tWeLSXae9RcuO`J>TGpqKCTnn!3An`_^8x?tFa845oDBwC!$+ z^^KN;2W-(BOZGK?mbU#d{`~$-_T?%A968n{P4WJoPJZEO ziuL!?d?~vO{JtM+1DDIAP_JrS9v+9f+JYXNno|A!JttCh8u(qL)CNB8*?si}h~s%N ze}A3=8+l6E{e6OuMCaWH=1+c2-%7^S~> z-Nt+n?EPz5@7E*yqsC*2Kiw*cvh!Mw?kQa2v=g>3@~1hzJvh+2C+N2Ob7HsMYj!in z;}_svtltl-eJHzZe1G@sOE-k{MgFSB<^H(Y)AluczqMnEP4TDgYbd*H{O$p^4{W@= zVr#E@Mc&_}d;D^EcFif)Pv2*S7x%ZGPo&a`k5}Ud(tCZ1v$&pW_`H`rUoYwAwxuGbM?vhI4U@mGMf4J$M&j$=WB5fFR0x&&GgeA_$k)o^u-Hh=an)2`MZ?9 zHO3bCi}&30_2}E6Lrl-7Ii^^Tf`^#SCqKsHn|M$2jnl!8SmZe0IBy}GuVNHCTfKOL!4aNIT#_e=IVv3y>epqx~`XkqUPFo)Bc%t#8n~LViUwVUaJD<6lq4@clA{L$3 z8O0`!FrK$tjpOyo`uu^6LPfyioR`J2eBNud%SG^F;Ir(~I9}9vS=jwW3(rR>TcI~8 zPe&8V_5ITNCDG{+jqY;Bi=fuyh%Xv=o*u6O!#=!nIOXd5EB!wZt`AQqe(}ntb>1sq zy<}>>wRnGl@Zsk0^P7uPtondk#?P|r?kXSWyQ?Z)Dm~*t7QU0}w2x-K`#4IVHJ)!g zo^oS5Z7gTuY3AFbl3z6Q+>Kk}MV;p>l&u!JEBbVI_mpefz`LU1qVKprars3%&yPg! z@3;QQHReO7rJbh<;Gt8lHQ0j$vh&uh2DI#+^Inb8Uc4)8jQf+Rk8c5xFVFq8@N59M z^4i0Eo_jRB2s@AWR_Pn=sXf+((}~Q_zB%Rmbe@W3r^2*GK?*PXo>x_bedmL!w>-#-1HKm6nKr|&=gAAhK=)bIZ5$G`mcx9>jx z&p-d|hoArZ=kNah(?9?5-JgH?+vi_D|NPr`|Kpb*fBwyieR})!=l$QGfBn;6fBoS< zKL6v>_kTR!8Fm@dV58D8c)*UUBQJX15q;a8ciP5ut;YKl>!C$XzqmH+^Um@|`(5fb zYc&&EpLglj`Q>V^5zSqN`=3s!U;g9opMUdAb8EzZHLd#K6d~RzYapOY0Gi=Nf!o(p;jlrhRE^wBg*L;AQ^D8J7 zdo08PUIx~7InFr4?UX>Hjny}yj&G=r7lu2s9NyvV9Uxvdfmc+1T{}RP zTJi}4dS1RA!&rHSyI@&O0{9vc&NQo~QnXYG%M&i-L#P=Y@uN*r7(Y2nUQ1u+_IO40mKXY}PP%ka!Ww&tT9xrt1WcW1|FGUd-_t&+!O; z*b4I8d}8VcEW?pyb*8g)FiCWRkFM9b>visW9S7pGg7s$dbF^-Qqc!1+X7IGV!NBbd zhhPz>gOK9SfV&SpM5hw#Mu)_bFu zvon}zM&o{I+$zSylZncjsH};~8ZIO>=g8#ju+HPK3x9PHQ(QRUncf7wcYzzx9B$*n zlFs4AIo!Ai@d3DB@$-V2H_{7o@#XGCG8a#0&mdICwCufw&9ZgIJK-`(d zg)W|G-PjoB`bS4NE0G+2ksJxc^n=`@t}g=T&KHc&6)eI-@XR^^zScWPe%%*vo@~s> zMDT5UY(F{s_4rvcn`=t8N>^gJHv#TM16*rHr#G^W+9;zJep-Rp3M5tW6Q2VbNFqc13s-cqqIh zeyCYFb?8k5fyd=xqJECE0E<#<7kDz>HrA#Ufs1lm7xJREE0PmWuzVMK_QpJ2 z*r5x3x(VC`PcS|bG;eHX-gPUf83mh-+2EwRuM^<3sScz}fb- z3hPwi`S&ZfA^vs|e>=zDGu#AR814)YhJ!Wio4}c7g|ss~Sj82H&aknx3282J1&=fA zY(p2-Uw!^89?s&)Dke8Ya-m0`?EH!OOmp@pp{4HL{wvHIx{`N#Q-{Br-n zvpm|$vkAOjXds;!BApl_of!B@0>y{G11r@xh6PJE#)nXTRK`uno01phu5LqHP=t}4 zt+4tH?J5zD6J6kr^eJkUq74(ZJUSY{+*U_Nqg@zH;9cNO4p@cTAAN9$NeQg@ueBC? z!=)C3UeyJjj5nrVD;xkSQh! zH2n=b8Ni8f6XdIpxmZPXUPUDFE^udj^(Pne#dEQ?F&xa|1;xDzabt0zd$2MgEV(*@ z^O~NEIUC@~G%0A3l|Ovmd2!6e;@DZdRE7t`?2@Dc7V4HX;uaoJhKU& z*#ysQg7dWCJS})$6Fjd8p4SA=Yl7!B!SkBnc}?)VCPaP~oS%hQqz=xvLgZT^@~z-} zD>&Z@k#B{_w}NLj!84oSnN8r#W?gT4&Z&+oa?j!ZdMEhvQ+ykSdw{3+Lz&b2$HvQ^ zBtC?=P`wv{S5$HiCMezoF4XCU+IJT;!8BuI`5}xpxLpUgpKS~mBzbq+`%?mmIGey+ zhzD2I3o7YVh#QLw!v~ungx3VyH`rHWFu8EmNXCJ$!l4+6+fAprx6Sy$q*ma5O?zHqwh6dwj7D;6vb|TH&aEidISCvnh&AQEZ~s*4hBU?3-(C0P(<5k0982X94k)E^wy~ zT}2o37t*oU68YbIymcyfCtJAZPS$z>)R>j!lfZe=?puo!g1>e zxq}yWjV}NpJcRu67drA*7_WkV*}z4pcdkNqT})*GZ$iEeEVTue z+BcN$g{3RQjY(LOF042O;KuCEN_q&IL~Vj~ zkHYX^5^j#*J`jm;vbmD|D?5|0f@y4& zF}p~4U8KBpO4I}%jECS^ftikL7RHx8bT`UaI7ZIoFMY{p9|&*T6^HaW@l!X_41pWd z1ebb!Y8n?AlNTA24?d8%P_moAowXTP(?iCcVi_VuEKj~!0Of<_O*EkuAzx8_6UHMwrWX$A>}bv{?!x~(SUeF9(bYn*2Y0~`mI+bS6b+JG*W^-@yHs*>91)#xR_2K5 zDPnr^XOR?(wkg&(Qmk(ze@96^AVD;BWBFRhDUW1W#9Z4j<{IypAh;|TH>@HajCaAa zUbx@z6AOwvijTrDlMf~_wtyMKOyaDGvnC!4C&IxE8lowZ%S>iTu4ZC2SBJEXR}ewG zYz#Msx$#$j0TpL2wIck#@Ye~#o5IV&u?O%Gc7QvR^vY!}|K~&LBtDA31^u|{ejc<@ zJW$+(!OR3M=v`>;O7PL+Z?NhL)uv)U!jxJd6;F5_$-iSAW zqX!;+P#osA$}2L)n+1$F$5`bfeI_=|AfAjjAwM&JP-m{CnAkQ$;)2DPWeE0}@*-XZ ze%0o@!;QpU6zf7wcdS(inh@HDaFFN%7p@SA>ZEAd3=&_7G8F9PQ#U!AS-7cCQ8bFASqC%~(-HQb>FaAWD!)5Ns^#yfCOT+tZP3}#FhF zg4rz2+|HV~v*N)l!5RiPTqKhxw?zhuAHAUA=LqASFaVdzFmu<9VXpon5&KREZwHQv zT^Dm3v0=n`X9&TSSypP-#ngsRc^jYdCYVW#4PeGFlejRKi;8*(JQ)wss=->OC^iL6 zidIdm?U7#bxp3af}XeztBLqHxBp4;of-p!0@;Q!OXn| z2XQ(USo(%6U6`eJW)X#UV|KrapU+N!_$Wf0n{+tB#@4lhWm;vpu`0&aHBnJxcX6)2 zvlZRh=)o+(6%96Ga6<>Xe!6?LBF+>I%BJ2cbuzdQ_ z`1B*efv^kJ-30DP6M`m+z(w;#GM-)FSgWIhg_z5Qn9GHj%LOO0d@$1ZU?h3)bdD4w zc#07`c?9RrsKl}yKE>)tiq(L22>AL2KQ zo%fCyf8axLV{zwFgW01n%)Swca27OJc9v$l9DOWtONAw$r66%s@#uId7E#1!GsJ}x zOnw)a@FG60__?#9ybC-SpZXJjQ+Qc8CCdZ{!hO5I=c{!|y0R)WwI*?A@lgaW=!c<_ zL(vC{o3Nvqzy-Z;+JXqY=lEzJK z#?oBoOpaV!JbeXFTg~@&Tio5PNJ9%0cPJDq4h4#}xKk`C7QDDaf#Oyu?owQXgyL45 zLa+uWL4$vJfAgPj=457Xa(A=Y?Cw41InUYi@z~$7?W}kQ(_0RG^4g&nvj$p!#SH650+dQD;S<32C~ z5UVUavdUhX+t(+IOVe`A;_;tyyLJ*d`?)LzdWJPGt!J5&MN z`fk|A78BH-v=%-^d~yBCv;kdpmk6~07^{Y~RxVxF*nP#RY`D{5Jof6Yq8r57;`O+S zIESc32&rRk4Ucd(ayBydE83q>Er_!x9MvcEB!U0FzuWY-2Teamub$Gjh+6q}WaT$r zvwZi!fCQLL8bq>YU36OBvHW*kkWi92zbfT$wGmQ5ndxBP9v_-iK2f|nJ0f?b1595WNpJ1 z7*_@<{ffs|c9+C=I`kxR@O}cwlX2Fw&8k~<9g3o7PZ?5qAcu8spLA}MAa<)Z=-CH{ zpZ_qnwuuoCM6S?4R;eNL_@e4j0JVAP@TY<*ceKw_a8&9)oOFI50Yd1R`mIk98CGCQ z?vwh0(jjPRi*-MaR1b-%;$}OHMKNPQCyb%~6SvixtVUcV@1pkF^ z1SQ=x*~Mk$RTJTzTQs32Y-}_672ZgfI~>~eVzIpqlsP<+>O44rUo962d&g0Ei^J0U zbWfMg?)X!rls0C;Wm8O=(O<^-ucIMIT?W#8cFGv3Ez{qV)403o2h?{zG=NIrYqnZK za>gpl2Fv*;U%@ou^B#j9Aq4#mPC2gp?xe=Nau|%udNOcPZT2lE@ft5`qoz~*HmvfDi37Arkq$JZMBYp@3 zcl4$-wZ!jKCJe;!`w$9FAf4~6Ik9^@M&3YZCiX>JxF2V zFdp0vOgpR^mg7k&N^}V5o^r3``Af^}aLWEm?4g@%b6#gxoBN2Q+w;2vmy}tx60DGg zr}IpWWK#hK0ZW1T-<)*LQ~3V~h4C7hz@mi}{y5UcO7(FIdYbIv$xO@DIS`+`WOhy` zrNXay@5+-`<%@qw>5^3_LjGxMH!auDSDx|lNmidrS3@C0svp-}6(8oLg5ysV8@jHA z3;JYNUr#VvKS!PFDiq zm%7#|=reAo!uy<+NrDD(v3&PTRzk+UErk!S7(K`0_w*Luv~dr+rl_I+5Z5UlKPDX@h-9$eWmTh1(hq z>4jkmU5#8mA^uPYdTsc1+esM1^<|Dd>(|c4&0MOJD%1#HF3s1CFPZ>44Z#c>+jM^g zPDtO&d85@S11Ql(_^>JEzVoTYBtGjn5vB8rO4a*@rsTHSR+(s`7SX@CqtctyDq<1! zGRg@Doe}=L4Z;!i5{ch-I&t^>ANj&d%GILue}@nGyvSntXadY(XRP}Z+V!SCH`Ta+ zWRc0UTt40Aw24#|Oa>m*MO*rlo}Y6yr&_hRw__TUpRW;c%~o3MJ+rrMuRqQuT34t; zGo(pt#1;p!55(gv?M)-5rbUBkM1%Et<`rA&gFOYUDKZfH>lteVPA7+zYqZog^o5*Z zyMI|bc@}Xk38g-YD`Eh=zfq>CPQPEujL_FMc+(bS6D3H2w8q6ZbC6KZvUZRx5Aq}v=^^gq^L&OATx}4A zLrnHty`0w?AgY&TLakZ~Dx7^nU&*D7sA%-R=oHg6e3db}pd}>en9Ps|i48fztQ`O}T-kn@JvdlsqQPe{9Sz9RZs34H9YsTy(lLhPYghyH(+yjBs4 zbrzY9ucC!~(AZ!EPP)X|ThbG?RU>I*e_%XzW0k?q>nlaqzPN6@oYxeqDnh0z5AWpb zre3s-5wcErnJ9R8-6>{TaR$azUkrab&|@SVhFH(S>Kzfp(gWfC_BT|L*nu|+)XGTK zfk;yAFhe8smXK_o!F@*M`PE$F5Bi3IqGm@`mR zFRWfIdJO#*1{aH52ex448@`?y5Vxq40oCOL&QkZBlx^oxZx1JyKNM@S-J7(kbjv2d zM#7t+;mtp_Fw$OowL%({=#Rf}o|+kDnq`&92T&!DvJgq8hiwjuBUieK&WO4Yjo3)MR!)kbb)N+Qgi{l_ zwo|@gUlJUS|881`yQB9qztGJFSidNi08;SZ$9SFSvAg|kNZh(LDHdNO?Ol*G_KSYM z6qR;?RXS!uDVj{&h4`FvmFtO;ib881A|`LF(laN`=iP!bC==-R-%Nl0QMEY}4OXVB zaLyo4Ht`H;f*8)qK=EH^UZ8>LgveP5S29fS4zpIK=8EVILeSDzEN8%p0==h&bk~de z&3vu1Sf9m!rgpO4%Y68WA{FkZT_4gcY~dPM!tNFrE5UOu4G@M1>KXAEryt6rO%=R6 zB!lH;Fg!PI!#|KF8TFO_2I_GRud?=qoFmBOdPkt+4^hfOX1sStOU%XhO z?|Try=p}ET&1+3q?p`FRcW`4Y6T8JA-#44=5zDHzpFmj>{G(q!pY^>SPyF#%)rPQ+ z;lUw^1t!4XLJY1%rMe4mgE@)XJ`~unUDLmLQlqg(pWKpQ=UnA;Mqn~&t(a|En~xI> zNX~+WD*N@HqpGY(0IIHqI#VX0T}~eJ{&g|^i%#Y2GW!f-5j4(HG~EY>MHB6cN_#LF`oagxXWp*+t5f^0*xq?j(<~QF0Wc1-R`C*a zs*vAtCTRr;+Mxm_Pfh4t(V(6Hf>B|{xZTwz^&^2nqm^()Q$b?QK4SULz{WQ+h&mMo z1|j1mS$H!5*s*!R*b{%uAeTk8K*YjfZ$jB2-?TxjHemQ&WOe6vD@>rEhbowW8E$}Q zpGErlUxe^0dVy)r1R3XZx)h@XGe_{VbcZku-dd843y2xZ;RU49`|TQ6ObfKm)B#;ssFV>Cy ztMXB|$z;Vd^0m(xJ%p^9Y|~b4Se!z(LxgPp)2B7^N^{eOi@{BK^{^9uu$Xjd z&{U2gJUC$RJR*HJ8MVvfDnBf7gq^iB_k_T99yYbxC|ExbUz`(}d>O&6+CMp@*jN$^ z*G)_+MRM6~&^_1pY@_|lG>s)g9r%TwVl$8|vfwkKl$F#xbPUG#7ROAh@=FvB*E+d6 zQ>t-9eQP5MzgM9ZVN53^$FA`&WKAiyl_1B3g2BKG>k#q=^LyfR z@-oJmA~5=H5YDD@WframZ^Uc3L}aW)VSQIB2M2yDi6xXAgiHmF4jcVxSe<=i=%BKIiB7d=B&TsLWDO6aSk%FdyTKQE0~2a z>*sY**Ctb^QEm|Qg`nQR2;n8_ReozC5VFI_qKmn*Ek|sWY;545wVXJzsR?6JuMV}O z;QF`Odx)__+?Ni*fm^H59Stt3Yd(@Hg4W}VkQZ-m$R)75{s zO~*9-2LqefRTH|C8f$O#a^U1c>VnnP6FL&|dtbg?p+~(hv*%R1nGVNeus)y(~epSi=MBf-d3I zO>T#NFR#*|8VP$ToY|#s;}-9j^}eC)8_oV0VHmhQS^I-Kt|!zY3%wITC`@>qtQpXJ z_g0`R1ypQ0f){K;yVPbd(G)|(^g3)0?fA2iRYzl66`cF6x(RCBvidNMp5z2BgKsL` z&d+L}u{?vPRqG=b*nq#jP?6a?(z&G;<{LF;f{Rf!;@2O663RVa`4@CDxxSaHWm?#h zFQEs%c|@`qx>@Dxo@Pg6s3@Is{x&(UYNPC>j8VV9`&6{%l@j(|smy_4#>g@w;17L; zL&ThzYkW;m5r#TBQ?lrfw!i3#B~ z!&rQYAIz{>9hJdtK{3NhoA$jUmCvaRo;LFW*|YlL$(-!belNLdUwklA{}H2=W&q*y z-zcSiZHPSMDAdnUB=w^@9Nw&E^K+`wpePo#zm}L!x??vB|q=m?B1;R*e)c7KyXx2rTCbNOsKCggSXwpK;QWnvV~u`~DWh ztWhH>GDm7uJrOl~$|0Un>|VhAIXYF2l*RedGDPX6kYc$3-#J{7e$be~p4xsL*!;7x z%fx{>yLTy7H>wm7Y{R0`p9SD<)3qMpuCL{2MeaLn%}qlqe`;1Gh?+6ESb6@6o}2bz zV&EYWt~V`@j`yQ*`?G_?hxxW%f0`p^GBbcdys=dNlQn3*m?(`n48HLxB(sQtdI`(> z3pz>@3Hnp26Zh0nS>M^Zm47UYmSGiJDycpK8h>I^;vGR0zd2C>t{b+t#)E^$@*{{sV)af z_(f+HH5ccN_R@3dGxEFm_x_5;DA7chHorP<{r?gLj%v2J%JP8ROvIH|19}-M($her zAmrPJ{`-AKx z9$Al<(?l1Ip#Qp?n`W^ZE;K#d+LYy@{bsmIyTLrNG)80d*Avg<6V~x4+^#zv0#!Cys#B0 z&zV{OgncO35<6?@mn}Il7_sP=)tftYyd#SOW`2 zv*0R6@nF_3_Ck``0!C*qHJDdD$mDalv&I53uOd`AAONF~!IVKmXE(NHv4kUk5-MYh zdXLW7FxUuCp_Pf>^~d3zOYnf9$w8;XoX;>5%wmpWgPqxPl}a9Hy;%R7$_zU&cHgR+ zZotr=u2bdNW~F*8#*8WBH*9)uYV*I}N#wm{a5aJaK5V1Y3^**^yZ&$K2SW!bHs&y} zU8N2ulp*bB?>A9@$&ASd4LLo{@(w0)7m&TLAi1io@^i+LMv`rLnjgxjiX1hg2!zm% z;(E{9YSmGnD9;4533c)3GBKpJ&*1-P6`~jnJc0U}v@_VTLTzmpcy^Yi{??6tWMF06 z)kT~frnw~%6XDO!W6WqML;oj%PqSvsLlSxd4g$QdH9`{Wr`GxDzA&>fxjlUWwy0!= zEc+;WCh1DB?67ryDB`QK*&`&8OF(BHP*zZkTJl63N)8-;TxIwQ=3i@FqzVb`+4$CK zVXh+x4kQBF8hvoY>VhdNOUiIeY$j}SPlaWeMP``cXxE08F8s=SJ;FyizGPNOIq{EzM%QSxlsn}R zyo8?Vk^rv8({|Qw3qmB8HG(GYztTg9+-7*LbNp-TetTu?AO!6l1VaJ-p(Mxt=;&F# zcF(u-)?T zf1f%kTFk^_?7(@{at_+e=nLA!6H!#3)>sssd5yn$uwy;J4|o3IYtN z^nH^GcWXa3##MWHlp`=ddV>Ed6DWrUpjPXu^>#C=tnn*35Av$~8XE2S$C&HvIP6cY z4_~#G0BatzO1^p6J08F*fP(6lrucpy)h0jHcU^>;qorb$2aj@o#*CSp1j`KI z`2BE8-GK6NbHv{M#yep}3|JX5R<)YiA&NJie6o$Di|ruwwhW==K`-aZo-<`n$`g(J z!o@ZSJ;*ib=WX;#*W~B<4yoWt!%LqBTv~k2 zxa&T{`3}j0nnrd+OH76bs{YqNxGnDh#a?JC2_$({%NS4QUE+jLdO|)N51nk3mPC^G z3)yOBF~2&MOBY)w5`GO~xQtw^(-yAujv~5^lG<`n@HBXY1w1Mo-f|*IHw$&&d@CV9 zLevsQfHXX-&lPrE4ZV!m1kBKq1VAb-wrSYAxA7a|VhmU;sC&ipXr%Os>4I&%bgFcR zrf`Rw-mt|W6Y^OT1PHe>p7DE^vX{{Ej#1WBp*<`_pb9HQIX*ebe89M&YR)IVFx%uM zy$>Rp|8|)n6r!LiD@1(^Yl1$ZjDf&_$T7P_iiUszz&?36(9ob6Z6SQmdXlBgEwrqEajiV)0kT=latL1>N4gti8=7Ho6wYHE$N z$T*P5p1?Pgc!nV4gF2l9sDF`>K<#U>ZBQBsVmwAvW~@8EA8eV9S&kwL5>>z1E~BHeI_BPd2q3RWdLyw`#i zxOg!TnT%UP5>WIfTD*<=^YtRZ=IU?O6Js{3G_9pBL$TrVE6W&M^s(UV-AKh8x*-8Lig zt8d~^9WAU?>8a!e*9RW)PY5u_+7EuDYZ($tA3*#h7)+st#uU(er|ys{)TPzt3c;Kg zAuEefH3V93;bje?c?Xo+8U{zHh4X8oG5**(d+xG6^$O1` z41R37zIgSvQ|May$ASMt$nOpznXtR}r^BdD`9Ieo0CMk|?}n^vv?Q*Hw1f=(knLef zKuW2@oQ*=wG*rw(FC;U-bb7CIi)FCw!hjD5qU`17y9W=dhQ(H=n}Gr{7Au9;xMqGq z>jZK%y4&eC`YJ$H%*=s+FXhS)nblfO_QKtxHzG37~l!ZTYk(|je19gX$BHWCxTY*f5?+ly1 zl8`_h&BNr?pcs?U{`w6p=!b9H(AerQuc*MxRB(1j4Du-PR1%3cY`z`gz_Cvb6&i-% zK;Cvr^yLmO;EIW-FiQ6l-QmBj`=(VhNgo%(#8mk`Ty8`})m_n!7&(@_;WR@Z4;BqbtOfF1U3lxfC{ z06IQ@q0yQi*4@nj059hVc~ebMxJ|=9?KevVLn5Dx0lb~(E~+CCArFBz`q6yrU%Ni< z%vVx%XjZetk+UAF#t_*rveu~LgP3%qoDxIa0Bo&7(xiE086$`Ct6|_mltr2)8pnUP z4LEdgezHz`JVs76XwUc@Nr|m)0B92t#8hYNzTrSa5)P<25?tzt{BotK36Qlv@c^r< z7^^?y>3N}Kulp{0n#5VhCoC^U{pGBR7v|cl0PN- zJWV1IQYpBmX?_UhP*N5md4FMCj;RtfYsE3d(zWC|i511JfKZNri7~14L+BGM zIu-$lzHY{$JqfFxoc5Q~Gk(Xw`1Vg~g;X|?K+z-9}qrdK%n(6#ZxX&NXOSu_*^(k80M z?Dw&is8wP&ODYllQ;+ts8g$j0ezZ3INF!|W*8R%B3=A zm+N;DQI(r6w6=DNXWef51NyGkAuUH|-DqTM8t3;FFGxT~A1?aE02(gHyE+lR(uUsr zVu=g{7p)70#+WHqy&wgwA>8!QW?2lPo(-NU2Pu86!xtJg_Vn4(5{oY+_m;_hYv2M1 zVH3OO$_FHg8SJG8rmTQXO^6GSM7~Est*X z*C-Fp?;rWhhGo{5;8O69cL}bD`gdQ`ofra_p0qNpqKcn^?EP(@1Jb(VdKfTS{t_UK zgrXQ0JkbYns-L3gzwnxobn6@W3_u8y=b8P@z&{ym%)s7E7^JR%Ye;$k+{c=b$jZBH zJ&1yloU^(r;xA{i$ji_q$jJ=gn<6|zW3fYe7KcfSYx1Z&zcWe$!glQ;2O<#evCVH! zqGRQ8DrF)_?Y+2pTvG?z)Sxc=3@LsMqXPh->%p!DOTscoi!OBp_d#->w%*H>LI#ek z!zjkhhL_|l@@QAl@VBA2bSS)--`w=4xWfMLo=IJr{aocIE<$-IZbCMz3s5GlnljRI zJh`4Z2aT8=7OK!8QgLnx%zG0m%|IWv!OWO#A*z>abR?phK%sB}^@ihD9@=)=gSm?aync7dN@fYqnkg0HX%ghd8}^`KWDH+@yZdNrfq;7>Z^ z>)(L}tNE&%+&qRRTrb4QyZ|78@kY(5offJ2M$Kjgeedv0^o+82g+B{JT@^~c@-ATG zdmct7eLM1>HmP|*!3MLo6^Poqz_)H6(vF6?sVTJq+IAAYXtreb5^&Vzw81pSR{V23 z9s^tj@Pz{uNjCN0V`+3h9+1qj#W9SEay;Epcy)~P49WVPajg3b#}<+3^W*T15gy(O zdgn|SS9qB&{@)bO{|06PTirE*{UzQ1n%bf$89uO7{WN*ow|B-A?H$gr6}o4Lzu8&+ z1jKtu>$Fil8*izzZ<4NB&zoXp3K(qHi1Eza_ROTzE+G%_WM!ebIb-q}9uFI=V`Wr$KbGUn;xgedSkwuI67lC)8Vrigui{raq&jB(u$+tU z`Xk2sCuK?DCCg#LbfyerlWKt`HFa&3Mnhxidq6mM@h)Px+rviE3XjVNk86U`P;tk7n|%_^5+w){B350&;)Ofp<`i=t4-Rj4iAODP z6Q2plM5g$|B8)zgfo)wrQncbRE5H84*4gJ7Gt9x##@b3i?OMuQMNlb@f746roX&bE zXaY<3D$ErdaATMsUaTG0@uAqB*q*4~Sf%HchAMGO9PCCPLbxJ;2Np~}g~kG2#aT`l zkvV@|or36={pamJ0~o$)QybP-I~EvDdR;%nXid(tJ-n@e!LgROMy8m%Qg}TkOZdV=0>02z_oA);bkP#`C+$7Vs z4n?}@RJ12OURT+EQ$2c`(REbb>HW2!jH&Brd|QMHKh5A-c@@@CmOV2Apt8 zV$OXU$ct@4gHah9JTv%qk4?{AK)0RtRj#`T4Mt&X)tCggdy;MO?-1Q0_E$3rl#a?V zpggysU0ZAOmkc-0AfcA_;%#FRzn+_6=AkVKO&Vc$XE~FM5}YlC?^23w3g4X+U=ed7 zG@J68G@skw&xU6~T$lj^;aRLXtV^@W>Y6&A8^{d2-{!dV_+Gay`tH3Ee$F22u%x61 zROAh}Rw3ioMw>PyXc|nojEK(tTrPoKOgK$*RA=;vm)*(O8h5`liW!%L_Y0cD70XyC z;QRx%e;%%9KyE*tE8;!BYJ5g|OpXT5E$bSK_|;?NQwTJx9;g2jl;}O7@f!5qE6E6= zh_|>R@oh2+dIgSu5+g=!?z#X@c(Pep!E|ES3fp0<0HbYBdoZxzKhAw^@2mvE!%~2> zhs$^ZSr!ZaqclH_76~@bRd{#=OW`6Kwl=AvDiO1$r_i*5v=WGP{g5;ZZ?()GfTB5^ zW#|9~ok~)dyu+dYQJWj46A+5vZ&V3&gO!TKv1M~g$umktyT3@nvusi&*Z2eD#0Xgw z1_oHIHc2xl&;q+2hD}K-cGBg*2?bo}a&`$D)peyHYTWOW{{8)t|vu)p6Q?X`(gX+`~KTBFv0eTji|#@v#hFw#q}O@V(L~n>GL2 z;}o5khUZ}0pF1rP^g#QU9ZEZIzbMv1Bo<&fPOv$)MMZA2s3y%mLl%+FnMg$26$WzT zR9QGYwtgr?f}y`foo|!$#AI8C_gVJVoSt$$Tod<+H)Ji-ma=L#2Ebd0w*eJ)7N~T# zuuh}0&FPQc%2oZ%JaIY<_&vdI;OHVQo_)1j&D);uezk=|y~JL6fTfKYf&+tj_LIKy zLS)cbjS(;p%7b+~EfunPS)mD}l}?bKa==9rEyd7&zo;@wX(nRgCRQsWAVM{% zp;%=}H_W2`YXVA#_uV07_jjxIG-*@ydg>f$0&TKX@Cx@PAf~C;s*8Wj6W{WhR4szv z7GJLfrp@k2T&q#fk!|&m?6#Y>iJ|frcti!0;4nZ&hoJR)Ww{%PEdBa(bDupH3!3l< zAsHOfAF9F-`d9lQv}3TNfZ~v`_TSNr zN%dwYZ>vWUj-zplSTqO0GLtTc`$Vq_{F%jghSXf3)nJTJrIV1d);V(rlc=$4S#e8* zxu9}!*KjbRd$~0iar40j8M9fLiTJE*gQv4#lO-II_|GAuOuv4kk$9r0!srL9zr-D> zmXNp{M;?`wMjS5G)fz<>Z1LY(7xB%Yh5JxY^ah|E5Z9*`6wJNX zt(io*3$@i15xnkV(*!m~2&em-y*a0?#oh6v{wWpW-78w(dq+XJe^K zxC}BX-069m1<1N3i({Yu9sJ6hRz!++x_KJHZ6_L#@Rptr(ixD2y8~~xCJW982vIv+!Nv&0&iJxNozFt`v zn5Qp6vS(#XjCK%|)S?q>#YT&yafz}U)K}@Gz~2lLCAU%)xO7r&^iIaEbI2;_ZB@r= z=7=gv)8(_`?%LzB8P$2%?I}eW1`}ixm9T^aexMeMxPO+e=M?(OW!2xVDmMC(zr?$y zJT^;m;SW(IrTi7`Z}LL54IW;9_NCMY0ub8RK_>f+$EdsX*MjZ)$Ikj}GN_>RZuv#> z>h@?x5XC3QdYaXcDSTJC=X)mn$`th)Si*C3#E|5d-Bxkp+^Yj?sz3HZN@%ES2^)PP zpR;JlRFKkKn%0-X2FYj`3$-Df#=``0+_q5umWpUW(+ud6Ft5fIRG+9um#_q{Mz59B z-dt_NcgffUt+g6c`0c0_(x1Sc!^Jd$2NQt$Kz4nKTUiE{k#|VQ=J3b|vKoN;U~cM@ zT9x-ciPrr?Pxv@3G!=dP17j@+>_EXd3&Mn+ z8sB9;)`Iw9p;JX8_^&$M=wSd@YwwQqTkpV6!FX}z_ zrHtrWq)OArTvbLN>@3Q6Dm8yLp4YVjx#jbm{8}eqN1FB`BVfv~^slH03I6rzm zd5W>sQ4455FbS^MQ1&J*2{c{%)UE@XeUwG8;J)E&mCZO+iU-mu-&SLiVQ=mxo1~9a zh-+buqhm|QC;Ndh+4{5fhj%berH@B>?|AP^^y37nd&n00@wGLev}@RXdfT5>;*EwD zNy^aUHZq?^;5H)Z32cd?-Kdz&zg=`wL-x%rAs^1MRjC%ukS3nnGxOBf(&QH*>^d}t zzMkD)m1j+#Of`7?EL)E6CZso;-q()?lrQe}caRtlxQA<~GdcIxYW~k)Re7v+Mie>*MDzukN1hSn{7fvE zAa4hUNI8|)wQ1i9e}0gX5Cq=`jIzkg04e2>Hl66G%&pYw#+*o!yi4BY3itf|)l$i; za^4EAg!?2xb#H;my-kl#@L3m*?tQM3*KZqFlP8_XVhN;;h80o#bSxtK{v~CxMLn~` z1ZbvgH1lvRvuo!!E$Jisc(LlTDonCxA zh`O6dT5oHNQT+rDAp0@G*oo8iIE!^0mxvLmK8mMhXKcW)aa>C;2elQN#gJ3=tad4G3=&1@qWtCr=Ail74?vCWF*>85<(o}Ty&81h=) zOngfGA5ka|@(6XEDjpMqfBE(MXg5y(QK5i{>rd9+ZZr;UyqgCk1~C|o!I5h1L8 z{qD8Y?#*RaG4}dr*-we}b`NCW-txx;?JMKA`UpQb22x=;Ep|C`h48E~TMAc#=SyF>hBXqu83? z*~G2^Oy8&Op7CfHmRo%P?SWWCdtQ3|JC&nS6wlWS_QW6qe!K00XEcU@g2b+;3@In)l*}A`z7|4X3LS(iWZV5Md zw@rU**CL6!A_h_h&$>`OJpngovO%}!_beC(9P&FY}O&()NrySMOdv zt6jJlE=^{5986dkCEw{VufqNUO_cZ}H0wcI(VuX}G8RBmG?NgkHn#9#+8>gdp{y{^ zfdy9 z0OxXuWTMvk?EJ&!Qv3Wlk40bKPGJoF2OSL8jp&7LohwqnDQ^XT?a>dwB63*_73*UZ z^0y4H)~-@3$4?X9UTt1yJRUAFrex^Kz&-Z?Ojo$`jw)y>W~yBEgmzy$0l+DcPohTE^aH{1^gc;nU1inNbP(CUwo(lfLJob;RIb8`&*2kYU9n|dTZcob{q8O! zhDtOp6|ob1zl-*8CGrSPc>9)LFPVFF&TBF05WbL_0F_6PkLWxbEY=(-*4*Q;`dTiV zk?n!M#WhHpsbA6hiy^c>ZuE0$S+n4uJHo*Sn+kf<4?inE7a_8l>}P#r#D6e;=6y>A zEjOHWlax+&UDU5okv%9`wsaQ=t4zx_udKu8o#_H>GhAJAS=}VWK70i^_OUTh&n7a_ zh%igz67GTLl*nrKpRZaC4Nh_WQNzFSS@^uS_T)gDZgIJwynG*l=h{1wf%0yRmE7fd6vw=f$yLN7s? z@z-=YNHyhJr5F54m@oCCFKfsjA1?RY@`G+};pUI$3+NLbHcGYEA8WPe?$M_@IFq@_ z@c9H(HWSR1J+b>_VJ@*dW{;@nPALyx1 zLO_of70E4$flK*WeRe|da4&zvDA?<1eotKg(?b9A(VOkL4uzq)(w_n6qluq5Wn6RX z64AXS=t< zu;#N^!Ve8v5<}&#f#9_pWx1*z?i)(h14n+k%H_ zN!f?XEfU%Ly~&=tn*+G)A5>wkPUh` z54gCz+-qS8yg$kJMh09y*0$KkoOCB!51jNStxs&MPv|(^Gl?(9GB$T@(UN#NUUN4Oi|@?W2e1x;Jb3>GRZ!Y<5{hM z>y#T%MAJ4c0<0aB} zomw<=*SoHI9HiDwzGbb;!3!^B$c#q+y5wyyClt>&GjrwOn8P1Vuk)*!ZUfA|?+rQr zqn3JH&XN_&PWLqVaSIyjtbTFh)9`#DI_`K#lh7sbCW|w2OT0;lFW*td&?xaNFwLXB##yDx|;2ml$1++P-VmwY!@yQ$5Q znqV~cTKcKs&p(wYRSL;O0sB4#=}~J;zHq^T{y*I(s|kxWo1FdBouN+0k&>Vl{ktN( z^+6#qmt5gJLu88PuKxn>KSZ8(M@+tS8Zm0}#j{q1I`hGNRc!NaGg#m)UVOZYWRKm4 z&!s~^HDy`6!1~(Ltu`8T_qJjOK10L`Ms6Fk#rjXj=Y%Tys;7!A4`^kz1X@xdo?SFZ zy#vJkpW=0Q;g6Cpq5{jc#zzF9utn2$Wu8&M)RwajeZ4a=NZ)G)xm zack8KbLbDcp?YwC|M80rR){Z^>_u)b#x)i*y=ef>eOLnPgw6=^Jn$7pWeONKz-}MN z@qlhW%*`V!+Z~p3r*!v6GNJScZt_%X68*cGN0ku-Z&1gE$XVD9*uwqTKEyh|=?4IM zg-HX}agdLwR?t?N+!cb|oOn^mI?4}4+CLESJuK-!S0ULlT{rATfi?z%` zKr{dK^PDTEnxYu^`&VJ(ocz%BsH8T&vIgHKXEvspwEphvV052}cKt)wmdOLU=_^k^ zgs;)%3e^%Peu3-XePC+0*ffe2*Dp0492L5r{dN4$Rr~L@Ozvm@7k#teum5c~jt1a( zvuLzPtuxQepWntMieSAtm|YM)G;x*D9zW(4dK;(}jlKF;P&>?dz+nZ&%AgudBuC?q$#DQAE>UOXuT(<#;>4 zLOVYuXKf80IQcqn%R>Lvd9QaQqKh5Xnd<^SnobC>HHNpb`_9{s-5du=r4z!*H}c4g zvfGbkSMH8c2k^FL@vEl~8?#pdhG(ZnbCoNwv@fXb78$y-~6%rrPK*g1&7~?gZn~3 zO?(RaJVVbWxO$PbuStMwr1z~SGi6jH&6rFY)3jMqSKON;(cYNX&&AeWEx|`Fxcl@F zp8NIc&1w&bx|E%o-|cuson0LM?{7~u0tD8?=iZY|UR*3|&76qdtcL%rl?7{pi>WTT z&WwT(S%}4z{cV+#7T&){(kFBDeE3&Q%Ph5m@S9MY%qvj0K56%fWv9?2f$q?9?}gG* zcOu3Em&>Qk+UaA{0-b}u&7x~QaHaP@^L-`@1OBbQHY>VNc)(h2gWijnnFyJCkJX-T zPMd%KE8>vdMH^+em=%O91lGu+9z%SIZCYMb^S%2w&YN^?y`lbRzw})a$R|*Vhaql{ z!P@pRqsNesA0;YG|IF$Njq)EIX)G@2-H{rMWyb z?0F%{t_xoSkh@2tGYcLVp=A5iW$h)?xtei%ZYh|`z_fW_TlIA@x zWIotfFnr_cGkBrbpI&}+^LbW1S0q7s*o@K~#CvztR3^?=GfCZ5GTOOwWvg%Z>0P%* z-pU0i-jMz!i}@GuuwFyw%Qp)YHS3T8)!0ahlX?x%z7>zZ^GQ%R*ws7B8lE0iyEh|| z3YNS>24)57DyZ=(X^CJWD*>%Gr@*o8`@-Sou3TLb$~>`m+WR;77h_AG1N>f?XBF1| zGjJzZtz3fT=${`QrJe`HbW7_mn&sF2@^L=j!94ud+(P5t@wfM=X)b=bn``hcOFvEN z{&S5~3w3wi4c}fvR~JVo0JwEQw{(!w<&*z7s>hl=Isjw15>h`=96czUN;hh_^f&hS zo~|U&5y0mcE$i<0d&T=+-_*RJm-1JwAfz&)>5}W<@q|dq%)a`2YJj^_7Ysw$X}p&C z;>x31q51XFLkzatWnuk4u`SB-Yyddfz|6vr|Vs6*H-5Awb>8)GlxSy;WUa@(IF~@u0u8~wm7z9lYK4YZ%KVA z>rF1-sB2G?*B;#I|KZlJt}U*x^^=QTp-yry)#pMq6n`Tg>kq=&Z#Y(rSqkAx?m1M^ z^YT~9?%eh?wB$C2#5sLa6YuGpvc0AM*ASo-8!LiHWIXA3@Dnt*!(LhNSv&YM>!mJj zMxGC^U%tG|%1-!Ri6$@HCpLUZy3s+k^JiP^xovb+o&E}KyPFu;dVOR&owjwPFVy)N ztNwZHy9__jTDSbdg2P$E%T-zOJUC&{?Z(3T!})d4!{q^q)7E%9c<&32-ddoEAy@UM zqJ-NNUfKEE#G?o6p2wxu`_`KLw!6h+S*@ieO`ChC&fA4f7VAKO^utc#V~igih|k(| zja-Z_=&IJZ_WE=lS?hmixU6}7evoM0c$)}%6mXMGlls_lo4E5}{bqmbfaM6ua$h!% zOhlp*)vFJT9#6d=+y88w{#UPqW@Z0=$m!ghu0!+Jty<)!x(Rw(p6hgP!W?L3@c+1a%b>WLE^2gOfWbYu+aQ5KgS)#W zAvg&d2=4Cg9$bSv!QBUU5AN=6m*@Syx>fi7Id!VLtB&;Q-Mv?@y<3}PxRgbBmA4-l zyyAWR6n%tV?`Yazb$M>DJEtRD{}heiQx4j-?2)`F$c)Q=N z+up5jJ?8Y7+1~Xw@@xHDvDW?I@VwZJw|{A$d&9SgG?^a2?(*HHJ{pa1vG4qtQLb`k!WjS085ndfJ^=x_jb}GC|`1msJ z_Flg@f66v~>O0oo7P4_ieunDw#?dlAdg|Enl(^Vt)oyi_;=Z^15+tEb<|K9WGQRXO z;QrIgdBrJO;cm!T_!KWyn8nlc<#VO5?&*mZrN_f1a(rprQ}kOinata?a@O0`mGav+ zZQ-*DwfeN+#1`*_<+G#F*(elT4L0twwedyx5EF@G)f-O}fpyU$BVpI#qrVx{&n^yKo+-Yn~j8Zj6jKlW^{6|BPbn1CFmk zZF%#(%BP;fzm9+5llkWjio3q!;!DCm`eoelGJ9h6^~cZnKZ4hJJI$6DtXKbfJh<>( zs<`LeqxC2|H|3lq&YCP-STslNoqMaT7&LD*FT7W+Uts&5>6{j)>~f&i1q&8e<+yD+ z3@qMS(T2st`BH`xIK%a;PXrijPv2?MObKs8Nhd}2E4T0-A^tJsAh1c~E|*xL>VAq5 zTJTPqR84xz_%Ef-wITm6cJI;ptlwQdbwNAz4LoCW52GC3Y|S6V|^l0F34G%9?>=&^0W~+b+taS zd(htd*=h^)_!2aeHcXNUW{DdF2yQD@R_G}WS)gGAp%YN9}6PmeM zwPT*WHRx~A>N&vSoLqK-YFqg8L{L$1jDL(Sby0rxhan4>#*9?v1^>l;!_`QutiL1lRkK>`snCNnmYUiHx3>&@czbt-_tdzs9E^j4cLM8W9>F-C= zT4Xg7=+9>z5bdt}{^2%;{nv!f*xn zHQHj}7_Uvat{LlQ3L^1|cvp!ts&G<+kqZJwDVptK&uXx8`kpd9a+v@#`Y_nMLo*P# zKci*pxobP=GLN2rsRKQ)YxFUMskf2^F`NvPIasC}5gvLJDN z(NSzFV=hBmX{dv5`IXf&(`?f8Xc4Vl;I-jOBywBCx?3_FyBt}nJH(ZxwbI8z)8)Fd zI=P3_(V$i5_-!^?yL^*O-k|*0Ks~+l3|RLHlaS{i^aZ zNy>*WX_Z96W%9EhTm^m2PqB&SD*|+`m{%TEx_;N13%@omZKiUUjcn~Zy8~yN;p~`x zoH~bcmNt9IbFV=p^?cq6+w2$1jpt{tP|$$b#Ya8)u~KfLF-obfceuqw#^VMjk#ASk zz8tZf|1Pq>;Ywamg&Hxvl8a)$IJ`Z1KUKbMdB2R0=V4d7Fhy6bQwy|&IK6|wG(6IF>u_IYE#c+iJ!Kxcg` z%}?>h?HrzKZi9-YviJnSPs9K|(Wv@hCgT?(0K>=P5S_1gRAaq`h!ehy!(zMW@s)hm z?{~$}CD#@!ZQLr8e<#3ht|V@H5PyhBJ?$B-d&7}kqPKjB3gB)gyH)!7XIReE^aj|8 zj&xJYc#@1KnPniPJPks@&6$ip5PQqL9ul6~DvU+U0r${GX3`8KDJiWwLiH^EvCScy z5I@||<=wTyEs1a(XL1oZ+$Vh?``nj4@JMX7YxW=pt^Vjmxg5&VxB6w*6ju5GJtI3V zQS`H4u3L#9Gh+gV#0z>h*=B&Sc|j4}9{`L7o3DDr1mb*jsI=N=#8;12D*u6uBnWT8 zD2zd{WFE+lkqlU)mW4$K8{ChS?ni^7`;Uah6(1}ppLGt;N+y!+$cT zX%^rw?sbJUHiW^0Io_yZZwQ3SzD?%#lGi&-IM2e5DHpP=bY=94mL(;p)@WHj5W&0l zM!M}QrMCk>;1RB7Y|8+0zVgWK6PRV z5)!2kpKBM>?tD3v|Z{2c7iV5zK zQEKZb-_aRWPZv8y2E30!lah6Z1A$2Li5le+Dv)ovCt_6=Cn72>R~a^st;OW5wqTF? z*CV$GZP>amKe~XPFz#3GS%Bcr(!zKKhB&vi!Fj!NVhiS)dsrcoB*p+2?JdvWIq3V9 z2)A7aD5aGP=65h5Bq=Aq(o_Z)aeNw@RtuF6eI76@!LKj2Bf{62_s--5cl4Gbtp-dr zStQx=g>=}11;@RsDW;cfrq@;njF*jwD{d-yt`28plCXdG02$0&i87eX1Ze|=WWU+RpTLhJv``7#z&(uONu57S|jgWk09Q%SNRC8pCZgzlr1 zd~W z(dsJM-rt@iH!r&1zTo{;axKz^*D{;`fy`j~`Qv{(HjVc};XV9iiYHEH&flAL9M8Pp z!5?-iMaI9-a~$H}v!v2JQEh)I(}F7ZXZ zU-HtTR_#JQUg3K^vvAP{L-)0f?uPAfvfF&`OhWb6sx5ag1(Cf| zPJQ8u{PPk&q@>FyKPHMBEnNY$+wDH`ib#`<(mE_r3$_4&WP*Ci_+tep#diH6>Cs=m zN~5MqMePuL@Wj=z_>et*ZIJP3CaMc~j5AbFWNI9-ORfeTXEI*WQ%^_%7qp{d$(bbM zR_7-7hN*qpb;R*RI_x5f7pcIdx{~BoJ;v1$oOc_1XTW;r=}G;dUefG4lDypUXOt>a zYGQBbj5NT0$s@!r<%8horqF>@&hhQ!c(gbWNLB3|v9%YoN|1JM0ERkVd#thDB`s4eDwfXS^NX${|1uN9yrgYA&N z%SO~;4(?Z!>X}Tg&j4V5fG|(a)Ab;=ovxLUqf*t8_(N6AmcvOaAIzb=%Z^R}v=nan z`rusW_ZBFaF1n5f{eSdm23KYX>wobMXc2eSlf{2T6~)uD?x zv5L~Di+FgWOB|`&McXn^9qIL*DEm}`6>?^ClziN>hv}&;iDv1k-6vjxuC%|EEh-E} zQ<0|4lfnaPDDQ8zMw9GF{WQ?sgDb*X)pyT7vetl|>8cMa+0@m5!W@dv-!WN;4J*sT z>Low85d9JU5k62)!NgeOkIYj#0_*n3UoO9SlS~UkBo5sYz23G|z71lQyM`^zy1DiF z#I)y{i|k#Trq}6Sl4%X=IGgdVPuB5&;XBygFp-ANyV{k+!)E(4t@B#g^d&@0m=(vZ zlWWGRZ-!WkaJg={J1^X;3}&jXTbCLoGhR^-b1*vw0c=U4^yE}w75keI(%3DrkFls@ z|LH{L3enS!QwU}$e!8AX62Kl6yQYX++#4)u?fTlzl-MQTj*}R{VAbxSMMs(R!SLdxRc2dEf0I8 zRoMY|r_1xjn#lnvB-m|D7b8SYwGsAINOr?uruCqs%kaPkJ!Q88$oSLs?prM%D_#~NOcAwymGx^hs3&5i#YkB@tCi`<20HMEu`S%p1@DH$` zr;c-h`ZNfdARm-QAqBKwk_x3*l>xFd^S{E~Ahzv1!kQzxXw#q26i=p28GS{8(KnA8 z^)$rl%o~ol@JlK_k_?D*Kzc3^_`Ujf;?tkfP#426_0a+w8yv5&#PAfHg7=CIw?Ng63bf-K0aPD;)A!1|_y=7Aqc zRwFcM<4GfkUUK$Reu>5zlA1+P`K_(WvXr{GIX+JPG=m^Cht$DU_WetgX`Ij}b1_lb zKffi)cJj%(#wPXj1P^@XvMr)?d(P-ko1Mv=Tl8pIT?b!fitMUvv!NAJTrO+rch>F` zevhJ$Mqn!7P?PU+>xe)UHatoIX1e=v456ubZIH>E{*atn<~Kt!rn*nN3{PO2HKGKM z+thwQq({as{@e*Ly0aCDigf;@_JyMk)lu>AEFh<3S8at*#EmNL2#l0sR#0eey!l%X zdZ#i?$VHlMO%r{hlE+k&UM6m?Q)tqvj_zo8?RF{~3Fig+R9#jcQZ-NXfcG7O-t4px ze|*khV$NHAn!-ZENk1E0ZP1vWR%j9ICM{^qHPULkZJplRhijG3_rp`dMUz_eKSYrkM2o9g6`k6~H2 z&!DB-d@oRW_=2-3Nwe=%v==1(Q!j=CugQ}J>7yE&tdy>iP#kU(H0iG*r_vy&fMBSl zsa^(p2fJ$22=^QyM){JQgET(7LFc;|8X$UG(Jn7#W`EVFAX71wRys3W=@R1;TJ4wiY!to&keUTu=pz2^IdbpXbssbYM(T;Z3E; zR0zgh_sdu}zak&l;h4I{o=A>DXhUOjK6QQyQ_!+ecT)3(;kBhkMIX$|1TaXDLK+8; zeCYY>(-k#32IVfhfaUQPs1wmT`VwdW?u2`inSg7bCMp|o%~jsTdcvb+sga*bR9{=uf>t6h(m+PO!9R22_iLH!~x6^!X*G3+7Yb+0zPqq;VEm1FscE z@#wdIF~%{gibl7PApP8oZ4k_6k_KTA)E))LI%E%f`Nwx155uf}HO)h_!Nv^LD?+sr zbPmh^1J@LA*brZIb+s9d^EyyV+4;7Q4KsyYa{}avy%Si`!Aabz-0rg5{{0!-NFq*_ zwvas5c&a@96=8+wKx3jU{uQ{Arl;AK@oJsV>OqUqX;>gdMAtXT!&??Mf42f=_`BvA z)BUiLj@x}!kbKw-*EC-2ufHS>`SS(Rzi%nHx#&3`ZWR1u;t1H6_k@0^aEDmV&Cs`c zXLxciJ?tojsD8O5P(N-txeCSgy-}8#pXXOPEMaav_ zm73{(U3d1nnt-ka%EE z?hT%vG^b5`qh5EJv_}IRW7rlo6Gfj`WG^lBDNoOTLa%XDB(5Ko2~L$!V~vYkF~ENa zIhth|R3=o>N145Gu+hM}s}(}~BIsDLiKemjEk2z~!izr}jGPiDb7WVX{yQ8R z4KSA2Tpb!bPzk^EFzAqWR0bk_c(RhL;NV0~_GQK)GlC&HV%I1Az~3r1uNWrf=jU#l zsgKfV7}5`+IpR*iNL34rMho!XAq6nx;*5cdhut6KD8$ZD_-*?(6@J7cY_#M-W>kcY zx=&+G(Ib8qd8@dAeHY<=^vOK@9rm2ta*HlpF5q@oTsV5cUC7f>7@Zd zt{Ajf0cMLjugx`}7^{+Do#1FnHtJ{IKAux>EO$dTL#N=UgFRis@6`X@;R2)aGU^De z`Ad4%(1L&aL|Z2nrsZ+TGo@W#;hNX+QJ<{Zyykq$oZDk;W>DcfQunCV!hHN(6oO8x zDPj5ci3)duaaQ>`g1dn%yTP(lFr2NiC_2*Sbvj&^t%s7|I@xTh&Kxof`j1vJ*TZa# z?+H8r{L*BCGWalL@@gyy3k%&L)X@K9{a~`MVtd4A38&AP52+;}i)(R^<&z-C=#h+L zfqfj~5G8Ydgq@&b30(=vU#L?#Jv@tEQVdO_OA4Dz4rP+ra>k!Oy>;BO@}Z`n{iYV~ z>wj%pI?MAyj*vYf)==AUpzo6CRWpIeSRacbJMliAtwL?l42$0Tv$GU-^Nba-9ZNB; zF&(+CtFBXzJeb>nAsw9Ld-f%X3UzVdW(LSMl1;m&!zJU$aJUPSY8bu%RXE5s-%CUQ zky@JZlZumd>mRB`kBi@7M(;;oki{9}oVltbMb0LdO~L-YpPm$&xzQU-`KBoL=c&#q zaa?7RJLu->k3k~`gw%}*RLXAea@+d0xRaRv zZ(g#*swF3Px!SnFqr|!V%_P|Ey)<}sW?9B$@AE`HdnUdMOr2ltmjhN_d*zlB59iRP z>%$nFP8rLydQHnS8Jm)i9ii74A$Ps`mvXIOxTHAOTl$@+z z>?jOGt^eT?Op$WO+4qffX_xk4Ezz5kRXSC@N|Cl<)~8O&UE)*cC2lWE_S4Co>l6`+ z8FgkKzo$qFh-2Vqq{KlYplPYqWvXkVa8a|&HNGkuTJQ4oM64br7Pt-0LuA(WybKoGvpIrOin8d{SvMzL?rrVQ5%G>lqO zc#Mh9pn9y9=MtOW>Nl1s_1U*hpD1*uOV&gZ;e3DPvagRvP*h3xn8U}mDK4?G$nf8& z67-_S4a9Hw1(xyFI`auJybz<1GX5H~S{7P_ctOOw>!F86d5g+8)p`?Xt z#%;qJE^cb%AWWLiaJ7&6GW1#%LIhaFPX8Mhd0Lx4%>-kO^qMnY(&|$Pwlf0vl(UDQ^Hm>hR@>_Z|C*uT=6h{tHJ~)PxgxAGf}`B04TO7ZbRs~ zU5HYhsRO0K*ugg6@2L@uWPF=uqj=1-D6UaDA^)YaC5V#PejD>$aX&XJq zHBuHtpAqr0-F?>ugJ~sl0U!p{WaenXSFKKtz(xWlI3k+#(_swi1Rfq%WbYNsmHb~a ze@#Ckwthem=F2mowlQ6&acpi+C&B6Kv4*umbfer4MFbV1;oT5}U_rrwFz8XKKo9XH z(K)A1|H5P@WHE|;x$G`mecVA^IHJ}rq-I&(0Q^DrEQlJ?hNRZd-X}IV#S*mE&KJoU zLYl8kZn;$3;jx==Bt~^`oIFX43X4?dHuji}9Oq^Y6eRGg8j%HHLAZ@xzGM=Z#ve5J z*O(Pw@=^j$e_edj^I4juJ^`p_F#umce7MeYxjmN^1+j1&qNlZ*%pH zy8Orj@D2_I&9J7IwwIZ{`D$TPT_>MV7X9h)=4ks6j8z}soxe8WwpN`qVy9vD%&2-H zvrfvdK;E%IT!1UG7K2QCQDs%AgGaQP*ue}NBfER;j9CF^f?MIkdKC3pli(v{a?(}G z$D49aIA^<(gjxb#7rVg3m+9OtUiJ&q#9xe}R=k-RH1i0w6E$!&0x&^9Cp_8gB1~0E z-ySg*UImLUMO<&EKuDMGvCpV5Qd{&;l-!k?Bp20N-;=Q>B+L;=0I=5>7j6f?V*vS7 zwf+2ndVq4Z7m52nS{b;OM#u7^gX^5Kv3V$x8`_r_4k798U+QXZK{M#$i z%br-fPxdB>VXK{jn_;E9`z@5H65XMoM+uTA71)}_0*w;m0cZRmnt}_}7KVe{&)PTi z$N!-q8-zYL4l&-w*uiOnmnvHfi1MY>_}3X&4(2Hd*rBgF`9=_nA+a9a$;!02UxG~> z+R5K+B1gOng`qO89U*X$3|eO|f@>{Mq-v*x-P6EHWX&|%kn-bhih>0CY9NqBA@I)4 z&Z=Qrg@j6u`^LwCGX~?8!fi+rjdek3>Wj@#?*vwstn^H4` zlE7wb1jFvXQRv|jP&5b8r5?hn>BW}$*WAgv!#nHw=Xm4IZjS~`IM=~0_Q=g!V;t%J zRNTuKS2|pXkENij{akmtjIZRE*FmNBc23&Z5!%YJBwEiUY0Z6O;OuNtiQ*=r=_r`g zE-qRhA@JNnIIff8_f0dFD9C;``Q})dv^8u(zaG>m_#DnXUCt9xmC>5<6g2k~RcDmc zBDSRw8YT^^U)^(kLEQeG`5$+_*x=)$f9d#wXMVx_|3SiWm7fY`sRG2vP`1s3!0f!UMSl^e z6({uXn=037setl*#PaR9!Fy1AX3T5uT17$HR5mBRpf^N>>1VXu7O$yRd%^SYLhSBA z(h6*EXI-02a>vvnjL0bEeZ-{K2B6mcT3cli8~$1qSK6%uBOe9ZnegM-4@&xU-tG0(dODuND0NkrmTCcP?ap=5pOJsvWkx?c`Kv5S4sHlK zjKq*jJTmG=oP7+SvmBE%Tz`fADx_%SkHv{1?n~6}1@py98a$yY<{3}mV2RLS(K-Bm zb3%U&;UGKJ{<&reoPnNoi5E4;74i;;hqWq&!4vCG=xf^(47|;vmn(XQG(s9a64aoMErySL@L;;rOo`d# z#S}ITX%BYCw(M_Z_%vqk99aw&wFGHJ1-=%CfU!3vM?nwyENqP}wpNGz^ON&pp*h=M zxa@|m`y{95%*a5xjvw)wDY6E{Fryo{_}+ajtww(C$tnsd@t>ew>$D=Bwcgt3R9W;k zJZuq4Xech%Dkr38HD+3Rxr$Tf4PJF4N~lT#k4(W>?f9XNFJg*_SrR1zPm_S@GYdA_ z-4@oqlW?wT`*oicU@rOuUG>?Yqll+94JJBOEXvH{#SC9*!6rl{V08>W zl!Vl?Gb+6#XK9F1VNwH^(Vsb`kjTw=Ebwp70_0(?yh8;4@t^wkGsQ3HHYo8Hr7#=6 z>f^^rl~flEZD-7_UZi3eyO<(sZ~FOK7>G&%`TMcr?*xaplzN&AJQBv=Et5>&u-A z+-9tch51f?e{lKbXw8j_G(0^A69N$Dc}9+ zT1rhj^lmp{!+5{4B}j+=^(5_By_P@=Mt8CN?4aM8@SE8wQ+;wGAzULGNsAVF$L2Sd zryxV5KMA~MpP+7vn=>6J2(ij|91fVrI=@wmfIt57k4RGfZ55Fqa8#85!=Y3WQr^nz zaPt~603HY=Qa#X3&OM3L^@NDk7lcrz@j6eM9|#p=-j`{BNJ_p(Gig4@YmQ*dpEj7D zBbnkcFJoNl7u@tB*3o`&;ZZaWBn)4`2D|~qcTu^9Rg@Y-9SZ!DsINrq^AH&@BZ!Q^ zC8Db^?iNKl^QcCSy+a%;Z>tnO^$o2E0Xmoy^_-(KPDBDc97x5!di=hvjIyiv&lfPy zHEhD-8}eQm{qj}pC_s5d)xRj31p6eqlW7w7`#$2mrm_)H=vtBv*d&}+(1H^Diy4oD z{}L$!p4E`b+eX3V;p@UI830mQVS%~~x731luJssjE*s_Lo}bKvJVk2DCIx8cDYo90 zME?Qtim7?-vIEhskX;`tZqX$WHo7Bay26UPw|!(pdmiEt0**06o8Li#dqDPBSRcB^|^tcB`|-CXZp>RdwFVQiQ)Sh-;I)dYJ%O2oeLrBDBY zWorWQ|5ywY8YZq=)-bkErJVgWHdGsZ*-oHXopbAO?oZdyM}*6Tn;RoALdYU&UGPkt zf2>qhv{?R-^!I|bCj+^WrypUe0@H=f^183Y~39^4Tg?0bf+=TW%*H`DYkswpWS6E1p#C<}jv%NeN@#m#J__-dGg<~lUDj3T()_7Tl>%61VQ;8l%H1C&;U6$zt0*U}0+e_hJX`Z}NG zf^gu8#nO-1nXIG-xcP&h?I7k{)9T-?a1yEK`I#Sa$AWceUL*mMaJ|26dnc)YO2JPJ z`oGp9@k+$aS`)1U$E3y@#M!)ac|wbUI%Mb80`It-E|<9KZ?A zL+35QSH0{yCqGRNI+pRC&QIOWRob+NmkDh4@0ez|7Au?x4Q&Cd-WZ>b{4S*yg0K#~ z3*I+WuxEz3@n8tq#6H`70SN~uI}ANit);1Zk1*!FHCsXzx7XT-g}#L6&`#8?Xt$}K z+%prSD0=nL)w0I}xW)Qj=LRZWl9Lr|&alH6?5FVTqWCY4@uwMZU-*M2i$!5D5NB5} zSi%c#_;{5L%MTgoj(ZJoOgLt|WSK)8+bECcqeV(uxlA70J{0r{xEW#fos7Y9fzTHO z4fMU;!ZzWF#IJYS#8wLm>GiVN0z&-#dA4CADWNfYsm1qb$P>$T6t;QPNS4xavq%Xf z-7~FuB80!70@D-LzN801GHJ0Iw|;Q0!}a?QqLFO(+3zsH{o8Id((pvlaXGcp!(&Zl zo*i!}LHdw(Ss;8--FLkOZ&CAe_8m3Ko7ixTN)JX#|Faz!u;Pjo@$iG_o2qnePx!iJFV^Y79?HLx$Z$QP3g zgFb5?u@%q4%t!kVIh6g|BV|?W`~d!qNklRN5qN0-EnBx7Mp*`c(qOSjwOqAQpJ?J&vXT+VV+d5SG@ICm{B~MoRCLzB$F2~42 zJ3Ny;OYjWCeUMwd#D%@ayV>pai@VC8WHFvTXde&mL(+#EBsht@Y}shZQe)kkszXVe z!zIutug_Se3WNFt-2UF8yZ`*ASQ1ZNJwtxb4GiFCdC8bYa>lJ}QD5Q?SHQo4C7Lny zKd>&m(5g#C4j`#>H4YjR%pkN0cIxV<~F{aNw7q3T3tSpAS>M4l9;+s z>r49>e}M}7Mbh!bixJ%`Mr?mwLQVQrC2DC={7XvPvA#rmdYuM^M*|Q8*SK&D-cS&k zQKS2a&yE8hGgnwFRDgknd&I=5wFYXGdlZdUS&Vm0GQCSZK9>&qX0| zt~4nuZ_#X)i}BeTBgQ!A>q8VrV2NMcvseF}_T(L}?GZFW&N=y+1@PH0HVSdIfhqrP2A`{MR`3Jgc{$rtA%UEii)gK{jECxRQ!>#V5aRk=r=n)TKRA4 zy>@Zt-U(q_R7%s_by1AP({p@;`Afz+^j>V^;ymgA1fZgmkgDdy>AWz^W1|~oFTo8A z-n2=b$c-iK47Ur5KEf>b2R?T_2#V?r%@7J_(Ek42O(9q{=(UI#X(FYTq~?YsAl*mD z%n=qIS=aOV6Q)Bh#y7e8nvgzk#tJpPu3YD(G){|@$O*e4s$4sm z=c?0s{BC}<7+!!t0|iEq!&04#&_D5n|2LQT%Qc`K4nDvZqp`np6T2#Ktx9}O3=;p5 z7&L^Bu$sakA#$nql#UvLdm29K2r}5S^GEm=uQ366e`j^w8M)|1J<|S-egS#I?^riD z#Dd4U-;d`u^623xOmWP#!+kl9TiO|+3%}rv&ME;Qfsx{NFM+5|6K!t{T3G6WI-KCr1tXL`Ub*jxX4kpUAnb@@86#XdW) z)J2kwenY32*`p8>dg!dHH-$aCrGxrMQ$6qf>}d0$!Cc)gK@czzvNHxqj&;_qlB7Yt zEiZ%sT1(zN)KD+p2WRUN=}-b23?HS^@X}6eLM4-4CeDDweRqoM1Q$C}+16fagbBr7 zzrknbc@4&1gvPxFO8~p9#~V)Ietvcge1Mko-yyN@E6+J;wz}Awjo#gZYrL|JaP_g7 z77^#8M&=?{?UBV5D>0e%qkhcGq$#wJ1AuQ@St}ZC`Pd7U9OMC;FPkSW=yz>I`yQrQ zU0PHJ+r!0jB!DuT`htWZm;E70T*eHeyLsDhv!h*oQeDA%lB4s3wrm6pBJSHL5J7_#A-A@f_KaBF5 z7XkiaMP{M_TW3BJr_mDgfjO!dmEv6PvsAMJ@w@*Kw_UTrO7>th0z4$;H3B@R%pF|tT5HITTo$}Fij&;|Rv@Aj%4IxfPWf3cklaDqr+ z*eulNcf#s}jGtHKV^Ff@qUawDVRvGi8V;pHHgEPCVE+?w`(gS_%T76^+FSeGH@AH( zC@^!P{YHuq_oc2P*v-)%XS+)R>vdz>1%?t3!TT3=#Q8`1JAFBLK~)M@s1<4f+bM2q zwyy64Y7~EVznjvwCb&RSDbBMtYda&5H)&$x^hzvpp}0(Np~esCSxDNX`1IkT<8x8S&Ps&9t zc&$5_*?F<%B@=%>Lk{I%x{tO8IYaQ~;hf{)4UFqI2BVY`ct84UOdIVHYnLAbM|BjO zthoIGJP|!*FA|E$dExr5GI|^B#ge5uS~3*C*B*=jmN7#(6(0KgI|5$}{1bd7mOQI! zFD)ZT<^K1iQ_Fx~lw7P`4_W`Y9Ll@lebSHB9Xb#{>UXD9nnl#-C_y|~MB-IN$xYa$ z`zT*yv)=YP-j&4P*Etu`{g2Yd!LX|M=xdJYw{_YHFIUO--?id?V*=uEtJ4u!166)| zDr-%@0mev9?r5EIuq2p>9_;5dQo>WS?tkHWtpWm(uHU^IZ_J7tzlwM2@_tVJ0OCcy z&Devr7-25K*~E4Xlo?cTsUiJ=`nxdXKN33%7~2M~qk)}pDl0+TxkKF0--&g-=aTb=`Q?BTjOi=`56IKIKX7Bm3l4%YoPak^Q7X_>T7>2+(!9m}d#Rf}GyaY*?t$3NTCWgp-E%^=`-s|K| zkB=#(h^K$}s!}HKzI}R}fHWW5@sbp(tj9Ry!O|LlcM!@*L&ex6O$>ArgC={&cw!3k(pmp%4!xC*+r3CNK z@x4b$!mCx^QuWDva>7k8^Kl~lkG)m^{cuO&oxn}7p<#ik$h4z7;B$#XKm0BvZ(hQ~ ze*J<5v7fpb77=~|vQ80F-}neUAgX=R_UzHfh<%)X(~~$PulJwZ|BtV9|Nht6r1QF6 z>BH11Qm{oCft>LYk_P+-dTrA_DE|~u zrK|Cyq1}Yq2feNs@C>S(o)p+3HxI_uh6NS|3Vob=irKaZDq3N#$j)mQH)y(5AqA7*>%1u|y) zZwZk;i1QwFqdVpm+Pb~4Ufz8mUVoqkr+wCIHHhV?!W!pZe>jJmXK-FG7Ts>3$G(Z~ z%%BgivIjitsr?`fwd4H-PD1e=pEqG4fIaJl4Iq?UADF`Owwa<&2~1tzP~Fx!_$#eS z$Et3D+RAZGqZ@@VIJ_HfbFRc{Wh1($Mfl(PV6_3O*?)t=@?_H)Z0!D()*;^EG~7ys z<0RKT=SdWZ^yfkhjWZE#fdFX2nEU4Ml6WBU%bF6D>W94=+W7l`i$30gR6rK=fhCKU z>kG+ys9{htFYnG%*LFUMCzu*+m`}C@CKtssK1IttxmAopI91Gl{mw5lB(t41c^Wy{ zo&pn3&bwP@x1%L`1ajV*V&^IJMke!ggjI0;XoVBv%ZI<&tbNs9W>G{k)ak)Kc?V zQM)vrLg6b&hqMhH!XqJTE8!j8&2vX#o#2nrSI)*ZkxH7YHWs)a5nlYt*S(JaA2#TH zkY_h({UEvp>1?ey_!OOv&HVPT67QQEk8K74eCQQ1EZmVH!tSdMXufc*HC}`IX2(s z17_}}Mn92w&s=~tkQF?6B>T~qA3C}5GV2)3*-6~kC%n&3F%U;W`08htoh;T3^u(!B zwC1vhPGWo;{=+0a-v!a-H9EG`Z{@C1X1PcByVKR-X!mh27VQ50>Ih?XxxGFS zXH{nzuXU2=9>!WOj{2-bo>7#1Aplfoitd&1h~lV?;tR~G9J4Ui1(D-79w*oF^Z+Y$ zVcVGz)^48viL8i9pIRutr<}Ta!miC>dK$Jtr!w*Nf;H}lBY|C$nxv)t%Y>OeQPI3U zVo`%|I|IMAD|W8?E}@(ejY1`}3beX~oPP>^WRk_oMQ}l?rMZD?_x;nRV3#JLt9PEw zGuKrKIk{0!1Nu6zjNS4ufPqMuF}Cq7nx#jLclQeTjDQ2w)fXX(TeC3XHfg)k@Y5ZM86ksESB8y zhwXBSgUETew+1HHKw+S7il>dafY{VR->o=#VRt7{ol8sQIK3o2vbCN<5P9S7QADmT zg=EVVLj(s};vc494+>jt2@gD+tR8i)HShxl_6I1K3~6O5_7Us?pE14U?jz#`)k0D>O&g0(2$i~Va+NMGE;PhhvNe#uN*_K9^9p5IP4 zZzhRHQaZLhTTw5*8zuZO zFrFHk(x##GCl-=V?2G3Mzp={AIxjpYK_o01lqQ?2%$>osIAjpF+#HZ9*Z}-JY8nPbjphom;(VTKnf>KVa#?1y%Ti?x z*vU)%=#vM7z9HPO6P#ye3S>)l==8H+RjH+sU8grvHe&$utEGN)OPMH6nURINM*Z;C zb0kTj%st2P`ybgmi@QeKMIr$zN)<5$L<-ln@J>`g-J9}nHcCZU*|-=b=#*<`%MY7TaruPYXk5l5cMZ^-heX0a4$mf zKKT-OYA}OGHrVNfvwvNO+g~5PTLaNr=A*jxExCre{>ROAx#^H}v~xf&rl6@MNM{*l z-l?;W^q1uTifhy`1wYt9F*(-Y2ca5jJlp_!+2BdJBEe%0h6Cq1Py0R)XDpkIy4u=i z`VJXTiAoZ-`=iu-_?2#Ckgem~SNeXDYevjhv6~pVWzq-z%eZzT0n!XUk~JMk%qd;A z*`UA=lxNAdSoxyQ*2E^W zfImuVHrHW742WJ*Z*+n!JZFwMvm6$ zpX&=bZg;@p+1T{WWUI+xd4$j*D#QM5U%KOn%}i!jHo2GMIJW(+w5LPQ+L#4%}C10&Ut241?>yUu5KEU*RxW_u4$~r3v z3_LKm45;~Ej~iC;MkBd$qGvfI^~Xe$OTYbMyDqE8(A6fKq-98lu@)|uZzsafUP9-= zQuwQstiyiq3nh=Y1w$w03(_rlWb6W-eH-#4{jPV59^2Fp15|x;$i^LJvEn1oi{|?f z9QX{fHJ{v(JO7^mJrct0J8_~1cMkbLijV}0$dc|O6=d@Qn@dSB~;iHoH*pZD3hmA}&JT~@$jRvIe%dB*TGg!n-+`9!>+{VB=1E;dd zmiO%?O~jrY^&6k~+%N3i=Rg5Y!W#;|(SS|$Peori0sA0fPNf3|qiD!Hf-C%W%_g{k zI*T@unq%AGtTH$T#QUtG0S@6mx21d$H5yxnJKC94?j}3NA(|yg0!JaELrdAwkrDt; ztJk4Z)2WjP=xHkchxP1`-HG6&(*d@79Q+{odecvsITMNI~yKg~yz{}onl!pc%xL`Y@s2Qcm;ee0_y~=ffIw;nz zqkoG}D@=S2Pt~1%_)iKC=%4tM(2m^UruW6UB^p$T2w95(rmq+Iz%8KQCBoq+8PM30 zIbCD#h0VEF$fI)jq_fmP8GIf6v&GQM+E#S^IfyPv;S6~DXe8b?OYh z7es!qkURbCEwl}ZiziJ9JHZA;CmPC6rqy!Lb8ta(inX zhJNS+js_gZ7k!|^L{>Dctc?~ z8sJd%yj6*jK)sXjro#d0ZUTzB%pFoz$C?3Jto_CZ-lAiqgj%#*v>L%d69-Ir0uMo;7JklF zzZtsb8sM_C9H?WuQ=6_+a&Gjhfw<_ouED6oCyPdqNUu|ftm;eIcA7uOWHfH$Py0RC|^RMrq)*$9so-(=04F0wmh zs&~kwb{M7e)Paf7(LZ|(y$sg7`rhil5$OzY`)OtJxpxt~A99FfvW40V-WfM9v1IJo zXLF%_ND@5c4?Lo_nC9I2-PutJpepuJ3Y(bT&PKQ!9pH38L$mhx6lCvV+!`HiG4OCp z|G*;^PI^5hJ$fLRQsgAQkU#M30p>lR*}lowjdjEG?QF!^1ZaTM0SyVMzo+oidh4r= zTwIMB5;@Qk#VJ8)Xck&x2JaBQAwzbP&-Q$S{M^uA^@emDssU{q2Jjn2VOMT@22mb)@FlHaM%S-;5jGXJ^qmG<*Gpx21f$ z<_1^ccz&JAU5B0@dGY4X4oBRXsdPuDOay!r@Z;6ELoX4~d4cs z~!jTE~KzfQR(U|lqKe(bT--W#{mB0kRgH={eZ*eDop>swYlkg1%OWm zPDOJg_*?e-i|PLL8y|RtpWR_q7P;gALxDATl5h?Z7Co!bDLTFq316HJfIK>;bU}sH zp#thG4)4TRIC5?w^>sk_slq?|WwOw{PRRSoct08MC*=KvZVw=5sOTToZ+0eJH#Nh{!jmov>#A3hi&`CBMl^ zE-raT*){^c_hi`Hn~kQj@lH?^@ppzlmUWvh1(riTh}3K&QlQ7fwrjFqq$O8sS3tXp z{-*r^%M!dR*sJS?2YXMxw>gWXV-FGD`W;M)B!VAso!Gj1F*02*&bVXAA;e4rlU30_ zV%CsQ%3XnvOd69(V=@W!Qf1)%a2<)HL6I~llEy^RnBp5cb4CvN_;K`)kdgNniC(q{ z^VY&@++y#ksskJiNMeBb_ENrwUq2PA=mUOpNCtNTezad_+qQvisG@%)vjgv=r@SGR z&;ji#`iFMredsgYH|hFGjG?LKt|9|smoWGW;f;u;-{k+a0{la}B4-OUGRdh9x>f_O z)qra?;93o~R)g%?r;flIfLyT@Qc|e8ikU_3XDMFp}jVU7O^?GLp4gz0cm-cU9N0pF`K?CZ@&5q?AXmNSr7Y2=U(Bn9M* zZw?@lJ=v)`I>~u(k|LvjpE$0HBodq%rAX@MUAdRKF7Sq$><;5 zw1L6gDGX@8f=5a+`bXrMYoO0`-=v$mSqGcxatPlbe24G@31w=^{o}gn55-6PAYBdT zO0B|H3c)uB-y!^9R%bHsnjAvRtjK_C=pQRJ&@04>qETWK!p|Zz4Mz*%?+|_<__L`h zGb2RP`wedTCIR4`fm5lR2>wXD6W+v-pGW_Qy(7mD#Ue?K9*ZFG&U8&>*w^8@G1a8Q z4@6EniG!&phw8>rG)*M967aVGGn47iWRg3S7(wFi)gkBEIR*ev&UeQ74xJl7O;gc7 zjGyQPcTINwwZLrOZe1_dG$PYK28c^FBH1wD)wLa? zy(tpmZ-Vp*_cG-3j~W-H9hAzdaaGzu{%nuSF`JXsPKW{O2O{~AM1)!E5QK!M#5g#j z&6=X*WTVHsT{a+iv^p!T4)kGGEkz%Qyj}yoVAj+y-AU@Du@B@XGd;J|`abY-;4wD( zKpXw}fHs2>f?9Q_b}R&c6C^J|OWjom*!#H=SRp<%;M70?N89~~U1NQ7rR-AmH*2^9=q8!fvz2il~mkmEqI{ZMR zA8`rk6#FpBo6Q?*a4!pjTB6utEn^Mv-;+fmjCwU*Q^`W^h1?z%fTK;Rw1Q+fvEP--GDAoc*ED7OIn0Hw$nPn!)04`&Rd^wC6aV4Jy}WgzfIKVS|& zFd+P-1a0;KFS-Mj@RgnWk~PbKJqF0|j^Oj07~vlfo=$jHHsI(92TmiKaclrakU1UD z>3{(Tcva{8>E{oy&948p0vv>d#~+yN1GPZ-3JC(e5Dq*EMhA*^^Gt)RS)M~xaDUS# zg3mJzg1;9CPbb_v8*m4614fGgeo%rY9kAhmTIhhT&iQMPO}$KOUiC(0C%=BxJHc9m zopm9+H{5eieuo(D$K55g$*~FAMW4c^i@X_+{7bbHd0!goY@WUAjSko^Vw73q)?>wiH{0hk z=_bFAI#yqU9~FKe;%fAP1>xZYW`Pr!aK>MJFS(oe`0gh_f8_5^0(30@)+bQMa($`4 zF^5kdSk*A5KT}EAd`61kbve2R=;a#^y#CJl9V9_uUYtz? zf8HSU6hC*RaB(%_LYkk1es$v1RSB8I{bISyEI_2Z{f&uU5T6&!S zCTXgdGWPk2#-5FnYm+>nRnKxK0>8*H1L4{Ae}uk4^c})4L{6&=+!!^D@xCpFz9UK4 zy(4P6yj1UGd_a4s6C}kwhx`)y1n-?(`3HMQj#^q(0$vb!8;qLPA-qBO%E&Jay|G(k zBxxH-4pwO2)2}+be@ns2;83GMY8q7cm)Ik6zNL?$e$~~t|E7YS6)V_Te+zwr6OEbh zj^Km;@+?8son zg)jn#_GdtiKbZZDQ%{C}|E7-k^@enI>b z!jJ#2HU9>!`TtVn4?_9pRT6_|r!N0FEtdV31scC;vBEwOlLE2Zqw;?PeS*(Qa=4H^ z4EVSvCE$aB8>FT(cw(*+ej@ULwfZ9WO}ADPTC2&d)nwLcGHW%NwVKdckyfOP`rROU zNPaXZw#l0O>g1mrj!AAfV#vqupbv1+Tke3fstl(?F#w0?7sz(crnkmgv;*)#z)#Ox z15a8J@$s&Wp|3#@sW|yv$GP zj1h1{)Fkr>_+aRX&2P}=H)iwO+cd~&uf*n`r7a9UIR{L5J+4Y{I9(D~1w1)6O!x)y zPY6FCe1q@~;R{->2FY(7!aG~82F0gA@o8|k_(tq>C~e*ud%Pjt<4}0gvD3i~suF{H z%Ruf8JGSlXTUT`-@Z|FY9(}@-Ph$s}@Er349%Q0m&pHbB5PG(@&h9t78v`E<91;%& z(+69tS_ax!KF~cWMStoWjQMNyC%liTr<*1G0MCYFK*s}&4LDP_|1Z%0K>_u}F5rB@ z>27ohWN*IR_x`mHB)snpHdhYN)4&pbQTT@7O(F8vh_xt|8&Z+9Ut9n=M z-Q9bw`_kG?90dc@;5BCj_9-qUFD%QTp`a|vU~J^{lhMk_-VS7;v%QKz0EzOEk#HHz zxm(t(TihftU^orDABo`kP|q~!iuez3x)$H$!XlAAKA&28FTdpT)!=i!`(wQO^S%1> z&hN$kbNv%oEt3H_eZAiPeCXCkv|s>fL+~e3@{IF8x!VC@F2}TJ5byE#hXsi__5WP< zdlmY4^3xmD-_reT8r@(%#=YDAc=hvhb|m)$vZC)@F^F%x`@^7_iK|`-eS#3<;?WkL zo88-|kfB_N8}~BrVIh!7*2qStACg%e$veiwAi5xz%QV*vO*(EqI+BCFuA4FU!NcH{ z;3~C#hQAlo=!AwwUbW%AuX}<+w8v{QN8f-2LPQ}^N0&srlBZllv%ZX%pKt4XkZ2@e zB)>rp{s1Ic1!^n_?M*7jgCPD%>gs6!8AG&!ZB!e83WbLwdc&TH67v}c;m(c)UAuVL zA2S*ivDxoO9$?zs><@E`14c$4KK4F*p~ce5#o~2-!6}IDuZwkhh&65{Ob`EnY36?T zb~kus|3NsU>o#0h#=r_Rh2eG~2f$k9u8P0V6mDj67>&*SH%eTl|gjUQ17PYyP1 zW1)-Qar=RKCqcg)m1I{f4K^GuOD9#7L@_U&U`bjnz0g$>C2CRfYozgAN5WKFIDt;m zF(lZQj-<8()A*x=F7z>C@`LDYxjx!3V@0S9Gn<)T27uQKDXZ&eTj@JF!)6C2bHF*Q z;V#+bA2Sn)wFB3G{ZVja??MVdF-3+;*ha?)WSL%%>K*EwSu}*-m;eCHh$x|;VUWPM zt2k#;tAYqGzKuUC#XtIyKr zY_wD+PE_8w3j;z8tpRi$RiHIGMZMq#nY-ZfElJU7ypW?=Lxw@USdn}DMMx+Yn8`CH zjqYK+Kla^&`PGxBYlJ}Qz8U`6P)B@4uTc}_NBQ}X-Gh5K0lF5cb`)p`f4PBVeuI>` z)G7(ECTV^6wJ`ufAa0l`n2>VE<^!Uut&7>i$PoJT_&XzF0HK|j1n3oHOTeTxWG`*6 zy6i2}OG%0;i{_ji)(&jHeN4P3Gyi0y`OW?U$OgG%-F8T3v%u+`#H}$nKdf&#s{hdC zI-K@0%F3?#RU#Qlv1ORo0VKEG)-QI$J`GY(oRtYg3H0nvbDZ?NlQkQdCF zGyeTv>Qon6gjb2^K-1c2taBx9VgCA2_|8_bN2J8YLq>^?{=KX2&$lsw$4)O0V#fOx zP9JYSxo|mg|0Farmfhsq=D#^5>qmU4%F0h3Ol$91z37Q`$K;N%GYDm{$ z%)B868r#a7_p)9A$`c@IJum+OT0I*D-IaO@&Z$RtZPUyzF7&-ZeZA8tE|_@Kz6GpX zd)B@R#SXX29}$Y~>tYVPqo9uHXi)H#8#)pQ&0rgbEee|MVHmQ8hG59t0VE+_V6HGW zDHh-Q)xhX_$#?AoLODnVZ6Qdc-F05X?M4GC&#OE2I6`$onGC^uDGizJ-u@Qtd^cs* z+*M!6vN~aB=7#}{B!6FGoPP&x_Xu$Bv6hV8rR-N3`XGe@Z(N! zOmD8d3xic0YCF<^0J(oMo%0!xDKOFL9x(XZ5oyMFOxW`K6*JE_R1n7u7R_8N(^_GF zYXq*;a@2IL9~x{DeaA2)K}rpRP8j%skhi~gt}!Xbke>;6iU}d+DH?m$=idSWA?bO& zK|B7vNSt=ur851!{eY0&rxVg9O2f(T%^&`Rnq0)wQM)550*s?elOAav^kdxaS6kBD zw#ned1)I70z5x!jCV+vjD`4GqFktt31a))v^SMHN)iMS0tI)#!B25sEhSpO%E;mFi zke*a6LzQ&0Rrw&uHMoCztuCLRnX@qLyc{SiV^pT{w0!rSn#%(Xqk5qNPhle5=TOml zEb|~IXU1TAL7UM!K>k<7mgXu5OtBnUGA z0>Z#ahPVc61e0PJHwfKMY}h4E0;WE6A`>hE6g5yPjMgYiqy=+F-rvM>#892NRdxZ6 zNi%%I7%)(2@vR54YE5nuyR!U{U4kTmC~!Gu8{A+{l(?qfkf|Yolt&v57b!@ak*Sq^ z3L5GY;u)=I?$;aa)3**8{~PL_%W>CD3Xt357J_B@pAd|@rWlsZlwd|12-RU#F#FF$ z7c|lnZnb;>(%@(;lp$T?5_UcayrF@>M1mua)QVn88wEQ z`R^p8B^@oFlzObTaYQy}lPAzt%I-o0?K*#h>|?Om+BGA(o96~V%oR5zgO5l;p5BfI zmh6G&v~I;h`SakV0$M_MqApNmZ(l47gA;e6=%E4#wK|{-r*{^WRRWkYbn z!X)A6Rjv5I{8IHW##IeXBDIl|oO5o)CIl8@n+Nz8P+5akk?2U@iS3N+970#2u1K92 zbvb|u9d3yujB-#G7uv$OfqC0?Np~Gx*G?_NP7#8Av0QquCV&pc4zgGHE}n-;>#vPC zOck+|@ERu=e5J%^4>oD#cY8B;wRT~3Q^@w3z`TreHV;!mi$ca2bHWwZ8d#E+L4bNS z6tHh@fGkF<5vd0$h{0}Mc0uhF#R3A`I2d(q+5C1y{}?(9tXH6a*G6@vliCIguAS#w zbX=foIUvq>NFWd}4Ok$DXu`1};qI!dNQg^tEi1bck0 zjG@Vg_)OozChOdIJHtG9eRWtaf$f}Ljen3|`^Os$rfELzfO~{+PZ(I>x0rmT zaDKQ0@vp6@;B=>U%RwV?`egq8M+8JRPy`@nplRPJ+|qaRyM{TLr+U>Es*l)VNhdp# z1guBhLQLpJY$WpA%GJNP_f${tk-HWi@oocyJrnj?GSEE2l|t?f#W2pz-=4-2YS zF97^~4?o^xbI~-W7cNjG)b>tMbcdORSr|KT7uF3bQHUHh7kmH^!|IZqhl1t~#u){| zQ~{Pf{S0BzEPN7=?RgMF=XKx^_XhdxNzt+8*njC1(tUs)+i{{U15MxXtSasx zZi*o_Pu$-+l*wr%-*nKNTGWdF9n_<5hdWC1AtVnUJS1i5@*)0hHXoIK83v0)KMC7z ztY2&ZhAtNs3!9vtQ5g}`@KathI?Fxf^Xs>WGn6R7TPL%nh<~jfRJ)^(vJs`>G$TiIxzrDzff}e2n(=_G z0ipimoL2BgOpKCR*FJp({$rVsGTMHVnq{V;UgB32<(`PJ!Qw2wGf-OoL z$!@mD3j&Ss*ka42r13{27hN|TU3^48XEetvWCfJW-IO~s2C5x9XtK|c%RKlm%Zy#j z3^~KSB)q^}iv-@2{5wKmdvlp^0r84>xEgYcTIY3l_fCFp}0tB^WRc7{NReSmPl6{f=&xS?x&Kpp)onbD(0zb|9L*Qp}Z*Y01Ct=9#THP@j{}(=0PYg&- zMsD7eOgVupeaXnw2QW7!FlUqSngysW`tYI?2o>kP zU%a|I{k!q{`xX~X1Y1nspS|da<$0kIVFzcwmnIF@LiL_)JS1f`qR~lM}4axKgNAPAGy>f z@|F0AvQFcrj!w@g1Sc{8wEpU!1Md$F|H!0syf zdx2gt>qLD~O?m&#c|ZV#Zq)ZWf20b3MngxYUvvn~QvTDE*rS`k{`pN@G;}1?zV%U8O$Ls12os7LsW6;M&%n$ub;KVqByL$SY2xL5r)UJti$9kSQO%?X+C{92okB zDFMVEaVS2iyNwFFCKB7VLG@FWeDo2S50Ke-$|w^@kdJyc1~5dBEi`~!gPtZy6ZJ}P zK;I6``cd9@BW47Il^kLBo-EW64~k6Y#VqE<sJkXY>vr6@it2MGpUvCI&3RJ(%QS#8iOmhljR`U|s2%+#uN>WEAiq$c(XClK?j z>UNAJ9uNrxB%BNLY&B4vHWtx_Fo1hKNqRn-tP-q9n_XdQc^`SF`2LD5jZt@Qu$U-p zqP(!kk6CW>;G}gJ_2R1PgF^9)T0GRu1q(J+axfjJf^T^KQc>Ylma}FRV(|NTIA;wt zv$HGG!eQ#Sb~}O@kcgp>c`Okdbx1SP(LGcoOH{-? z9d9*J<Mi6ajlqse%X`ZI$D zB^&oC>0i;PE1V#n5G3vh0vMq15ti7d%Rpc@amm(1+>Po<(u`4LSz!JvnYBOp<+3|& zE5ic!3j>Vb)^lj$RKGV_+}=;Y-6Z@z^s8Urr>yP+@j7$=$&6Y&0o{Dm6{GA5F(wOC zaUuwd0enK3xE2w34=%v=BpLG+n}-=;ZW2xadC+nQ9}FNYgN4oGvNUA8Rig2;vp>TE z#!ZFX>(;qn*r%ruw*= z;^C>JoegVYYL_$+FbOCG0V#@2K%>kkh|M1=Ad$rgj%e$d%*PQ`uy+%!k&#Ng5i?K( zP5xi0{GAMz53Wv_H7&Bd(u0XWJ+IJc?U`9OUG53_xX+i!WXX8WtvB&&+Q^(ibJ^!j z3_zy(NLuIsx!Xy$^mD0d=O7g%+@>p>$dDzbBp~RI=3ffT9Kw+(f<*S=>*d1NCxV(= zEwU5bOLQ0gZ)o#VfyFci->xKhjYQ_)8O@D#4s10i$}KN@y}UzL~kbd zzCuEn5C067GS4N=bH^O4 zEPfp8-_jIM72pkM#QwI3PofC47sG;0%8AB@k|8qjIpIwhv|FD^;L_ zk^gbNp+a>JGy5e%UJtrl7hrF~4$W^Tc>N!L*207EkvB0xJb~$Aa?dcq)L~dol(~R> zA(X?qU4E5x*mtUDHmc}foq~zxt^w|4_(o;b>!?ID2p8Qk131tOJ1H$1D(LA}Lb|5DHW!ylLyz<3N%%q9Yn%K4MGtxZEWd`L9xKU|D6pVFkZJ$5Ik{i@BI;FO~!+ z=@^xR6QYf>J;9Z;!2PE}%31opN~IO0G-Hg>07H%p#{Q4c%vbV~{v)(_oUfhT*iz(D zkEOvZ6We6>rRO%HGe)fy1azm+#{%U+?ej_bWn*kc1vAp zT*4BIealZ(`_&Cshar5XhG-P{n7^S9aXD*kQ1uafH4$98C+4Z`>ODBFrVoR=wF)YP zfaB)YvnX50P3G;Pd;eka{S^O@^vspFD!uCOzC_i4y`tCQ>O8KS^{g`kg;|1`(-8J*6s9ml=&imKs>M z>bfeyT9*5#P+Pq{VTcRtoZHstWnmvqBF(-UcIGA-IYMhZVt&-(1jq z)Uus30rzI^o4~@++U@b0@>ktp`m~^%eh`PF$GO3(*A$TJL6E?HHEh+Cq2dfk(YCQF zU{g0yJS4>8vIi<>%(Q?>OKW6rd*-lPE+m8i%}ZA;j^~#paH}S+IZbkC_k`*4(rwCT zi9wbYflyOqTr5&V_N9aJQH~^B4peVYZ}W|nxXNF+-VOvIR;BE^`c>8S6u(Gza@O3V zaXa>v1^6npng%<+>ad(7j*%BIdET`{oyTd=qzIVEnk#vJk4HL}x9FRtFYhE~j(3=r zV54pD*dGFw=ZDRyHY1SRYS0*~bot?dvlqq5(haaj^J?p;`^G=uaz*(#w36D!cWCF9{qnfmqq}!i-jsV%>&LpAB%IwaQ?TZ^=!Qs*m zdAbE`o-O7(ADFhMPj9;WxhJ6~N~Z-G&M=P)WUqTSuMRh$SD+obU&2ah`J23vDlrEj zJs!rSD&fh>mYB{VIUdHzO)6>MWPADbf|BIQ=@+BkiHISiba;EB{mSq`fCmCE-5PdSzWTPg!ewo0Yw@kSdU-m0aiv8}>jtyF*^A4f zF^V&`_HFqo&Gfe{fw+7t@ooco$y-ErH@bP$wA5S{!rG5C!;n+zcsJSE6?rh|M-Ug? z(Bw|zKu$*T?dO(2Rz`G#ehgbv$}SJ)4hN7E&*t&0337F0bdw)ztni3E2_seea0jee z{l&X_l`Q=Iy6c+vdqjzqa19@d(SCD7e(_YY{3ECv(I5> z)jue2&C|ML+JwqxawL2-{U9C)%!7eH?(@EF^$-H5Uddcs`G~{4k1x2Ci7g)|&WbK8 zT|E?Mpg)~6u|BFNj)g44_77Iu-9HDLPyCp(CiQ2b12pF!qnzT?OMx#7EQ8wVZf<*@z?Qho_7@QaaMBJM{>d(mWa_(mu5+ zmo{#8%x|J?(q-M(Y{GIQV1Z;D$o%&-CK#Any@k=rnOG0I|9Wq*dcj6f+WKmrF}9uB z_3giQloK^j{Pw42cF}$?SAjM$8GK4bSs-B`r_c1W%*O7_mly zJDq(o&~Bqbnz#))47J5v_X6ikOQ=zLKaj(PY?k0UCXCUuTd4^*@oXWt4biuOE@y4g z-y>P$oRB%~3yaYs1-`dZ3%@MyJG;r=h(}{p97U*dBej&^7X{X3#j6Un>+7V`XQ5o1vcXtup-vY+eV=Y4iQ9a+ zwI)&(jK^GB)3bOxt5%8o8^D4f=buKRUY<9da+E=X_N2voTVVIxX3xvDZLm%RV`t-J z^UHWybQRK~G$giXgkJL95#Qy5cy)ml`iBCM9B!I~AWaYg&GmiSc;RaSrL+(dV(_eC z?T?6y>5NjUN5D*LshHujn~Oazu@uh}_isFkVXD!KK_Ko6=3V zD&qEhagXN_IEPyom(a8rhIt4CXEMzdU5Dk5>$OKtV$0^Uj<-hetAvhKA6}Csw$2Yv zJmo#-{fy{8Su*gCN2Y#u*Z+O$?etEsH7nQ*qQB6)gt14_;RZk?_ohe+tnFUj9HrI&H{` zEWTW*e|^gk*!0fDsN8R0_KDxunV>cZ`*XWFezqU#etr?xC3s>l%oqtsB3TCLO$fGN zI+RP7I%eY$i1Q=-xo~_N&1$K9dT?Rke{qj9OY9QJoFii}l7uQdve6^;7*lEu6Xg zPXr)g&8YO5+~$}0!h?A$;x5Rnc(%}ClhY}yUjNs%87u4@H?8Jjl~gz7T)be*+@s-p zr7E^3j){!c!8U!kjOE+3CbG1ZUsEH3$zeM@#65J~MxCH}ACc^dCizts%rFMJwX%(h` zjkz}JVp4zjx3&q6Aeq6VDEN>xjF?bzKO~#y^3?E zx!baFP{i<6rKhk6mk;p@TKg=1cQGivw(sBm3aLq}?C|7_Oq=?VjMw~GMJg z?G5DRZrC|ew$77AK04BX^I<&HTMKPFb;ir3bzS^C+e_?DtVMTV1eeemZ+DRH{Qjwg8Hs#qkMl(b zJDK-NNIuCT#0N8fI|`zSqYoNnzj~FK@w#d;)3piMA-whaHt+f=X>^iWGUhV+mpYyJ zA~Mg>`*2Ung$}&V}Y06Jwkwrx)MIPrr49JRAPkcah|!aV7``id9xqj?4d} z^M$BPhe(n`366xm|4CX5x|pt-v__h+O&Z4V(*OG=kV zc3ph(#v)ZF)L6;%&@8Q(Q%PR7k9WtRIRXZ@^XwQEiHSq&%>md^rxv-Czi_(7_piIb z?7EEIXU-U5W0r@Wpn#!-u$>p3RQZ)2jF`*dCjLpkhFTWYN5c4$B`LYg%9yy$mwLo(ekZWF6>(BDO3%zB zxhqym!7tMx_9A#_d%IY0N=H3~N44+0^pI8XIpzWOUV1C$UuM3`pEm2xxPQTya|GBiEm#2$D% z7Y!c1z9wBX3^I*VMRTOc8U!@?z4X1u)J?f#wFPbu=+^h)TDE2 zQCm+ed|9M#$-g0zJ^$*U>;$p8HA3Dmuw3P?Ty94O6031uE;9-xzq?joE9rD&1__pW zlL7lYm;My)Y)5Jel@Ms>E#{H)s3jIqv4y5Te2g_-y#?==&acj9PGF|x7naLeqSNwtY;TD-8jLP{Ab3_A4*;@^1EErg!K};y^+w@ zx_y-;KJxkqiI|&(jj|+xA0Kz(kvW1T!AEtDI>NtA>V)izKIr$6+RP&_aU_^kl3AK0 z4zJTo>z)hbh<}bUMXbtZpW$(y3H>_x@>0D2c_~C^!BR$IXkND|O~vui=l{HvN0W7! z{wrGq@JC_>`L?7t*{WmNE1O$dz1bAf2{+`e0nUWq#MO{Toy*os(C0IB{gTZ?JNA(h z;BDu7uzHzsm-CuIj(5@O)9N+PiwYfZV&oFadB?f4p6Onko7a1-vprSu;8_NJ*sMd?>B9x!!6BpL z>D4RnF1`oPB`NZ6n_uD_9s}tWn><6~ra=pf`i~jmKLck_!6_(DJXOifM5z+6!eIs4 zzzSsWIT3c8{_FOniY&q52;$fvn6X&u*`I8N72$cuEz)H3JzFNhN4dsZ_lM2-I}$(9 zmWy32REMc9TI%!R{)5S9&6qBd&J|WGMeA-%NTD)sn|-!Ug%K;vr1$?^{%`@4?v*Vd zQ~tgNP}z~4T&i9l>SRjKn7hWh_-Xu11LM4E^>9b~H%XRkyXP|ZWfoB_6!l`2l z_eboXRdn1xY$&@xt#b2*f9lUwxv7v@*E^Etzn4Ed8LgW z-`v=vnX8zZhskNk@vf1tbE`sO*NVxP`EfQ)MY<+5gKF9)qgLNwjn2_C;gca4)y^bQ z>ov3c3=T`_MGX!3Dht}vt#(N5Afo0rOs10tZED%))MHpDpo9Ra_%(@_RU-Rm{PbwD zP7W`EKubNjNj^CCSFU9(6hVs>?FS9S#Xp)^L;g~a;CAgi6miW0k3QRqNfN{i@AR>LmJ_bZ zt3g^fl9?74BK6Cp=r8p%+o7ApE+^CdSM5nk3)2qrB}}5kX4uzvNLk07iM(Ff$f8|$ zK>X4;b}us*6AhVP_L%p*B7{_-pLDM;3V3_mUXSuyet#K(#1rQA8u!8^OAYS_`h~7# zfr1Zu2HOPXJkEN=Ko`4W&ux`uvGlF!jKsn6`oZ%3tXMn2pL znF@IK%m%Gx91!wkP}>q|KoSdL#d@vp+>B!HM;Hh&45Znv&(Ett3{dUm2P*9w(55H7 z3ehkc9{ssYi)MNlJHPXRW>fd+1;-C48|CGyuD5087aZaXF6KgUIv5fg#Z^r2mEcs;r>833CyZpsE? zsRb?9oGAOq(xF}B*Ca5fJZkE9UJ&D>Y!e{z>Ppl#6L)#@ZrfA3-{rlzO2(2C+zs6_ zQEcvh%%dj6C_wz>m|Uzcz#U9VBv&{8C=A z{C(u%gL00HM|0g7CW4;Frma-I^e)Ht@QVm3@(V^mj$I-vz-`Wx5`-*^#?TZVz0pGW z%VPLscGXCT8~sQet`iKA*rV>W2j5wzjM-f1@)Y*@>Az_*P^~u;A3?|51%$fky~-CO zKPsrZEo5cCHIo2ZJ~CC*05sBFY7?vPne4@%eYzhe>ReL^S^G!08Pg)~E>r1Qp2&SQ zL8HVSVKb5sCI&!)YK4!vi*|zMOl9syWuLRI@qfwG)A^Ip=-sJkucNot)Wm4Ql=Za{ z=^B@lzSl5%*lI104W->5@6}iWf_Y1OOa-rUb0#1cU&n`YYvZqZxCgP={*nbC^g3dt z;8o;Pm#+d~<3q>3O11pY16M*v63SI12YyL6=6+`|j7I4n+c*F4FWYpe7ogMk6{3o^ z#0h_6F&DLf6>jd49Z?Ft%wMuW_$eZshyuQ=0Y|6r7y+0j*Y7I7wgDF`&SAH_JW4a&%tOQNXsJIs1#2S2`vnG1Wo zMhrLSXi>aNE;_PVf&c!g?J#7lWooPJkzPgVSSh8!#od50t_Oz{&t&J?_w&Kj)HG-f z7|X}W-eb`+Obc+f(^ zPI6_6B8eeBEx`X)j6e568F$Y}TJcV!-$ji1%=8l)8&Aja~A?)Q~Vu?za?vreuqbyeIShg{7pq$K(Blcx#P?{kK3dA&E_ z^73)HU>&!N-+63WeclNiJ1QqLob=;8OJ(m{G=gvV_E!pBY$#Zd)TZ4942C)E-ksK?&GYgF|cMCh7Rod4K<}cl(OFWO%)WQx+01)n5N;*0EkNpjQna9X@ZWdsPQ15LN=cv_6{! zbb_tzz(Ef3<~m{tcNSv-CfW}?1fH`AmL1M1#E~|t<)wy1&G+CN!Ew9Q<2FX<2 zz9OI)c9cyhl(rzttgrU}`4veU*rJGkfq7jm16VLt+y>By2C#x_M8w@b`v4^6^2 zJvoe^e(c*GL&Cn;-r(YGR`K!ddu7|dO2;eD0u!xX#?EIOG17^K%O}d^=KT;EP-Doc zb5Dr&2ag^G=IE&?PTbts!Xok}SJJvR2e6d}?Sg=Bw4*~YoN--(YsvJ#|APU`;5 zT1)-NPxFixqRFOl?Z@Xx#UFp}>iUcPl{+2$%biI5@NTD+mG2<=4zH#5MCvqjwL7p9 z9>b3u$o$(Gs_okuOZ}@bDYY6KJaPR zm`<*ORFkXSHOZf;voVRL=S`QZE*)2g^S?QC9v;NG98qKb>#APDBhsE) z+?ALXLbPRU8m_CGATb|ALBmD93_0u%JxN{L*jT<4L`A#EgO@z?B&1gR3X%$aO!3Vnx_gcJ6(ytQ8!E2L>z&J zeG#G>S0=H#tBE)1os8kzw$CcLPnOaX0l|awr_SCvdZd|i8f7rPC@H*5-m4=TySfgg zDHD7t&*0VgF4<3Me*5tY;&`sUC2SdNdZDnywc-L%uA!yjco6Ns7u7*Lw=S|XLrw!$ zuHX;zrMo>Cm+P>$&;=P=KBGU|@PZ#UJ5ndMZwpJw+YLGB3QDcwqi)}H^l#+aR>&;r z2V;$w;1Pd%CaxBuah7_`X7`$7LI;=Gv%+*|tvL4&I!{;#|{VQcW?x z358MCPpBtC;Sq<5l8%UCGXvM1;I5U;IlcFk=sF@_EA3WM54tUj?!S<0)Q;7x!XRVQ zfJ4;}(xI5eFyS3A%;~|||L!>_WLGk_A1CgMMb*u2#+BtitqHv+nn;}9371Bl^YerA z?4_j7o9JPKDK*eDmaWf+G}1i(rgzUn;b6+{7+lG2%9rXP-fX(UZe?rl5E|0wMq$`8 z{&URxBhi&xKD#q&+Q2*N6MBC20@DYDIy1u~>pvr3T=jaMp}`TB{VLM@R-1L^i7bFE z|whzG1Ojf2LkKXhJ;m~p)ww>vs$i^XU6+sGB* zTkl?{eUw=3{J%DyI&6O7u^92Q{hy7eiZsEOpY=&gkUH`T_WcFoge)eIH$-IgEx28J zsu1aY+!XO6f@&+H`q#pI9V{8-sII!yFSXRMrVPBWVn& zIjRu?Ck2M0aFVqz#*tmj-V3{kGj_2<`Dk4~|3yiCqSp72rvpjYB6&l;ba1|^FAXK6 z0=;W~m_$jDksp=R&q_ZJGq%LlyH*Wvz$14U1iS}kogIsOmWNR!8>L-{hb$S@&&dvc ztq+_jx4pWGx;ae`DQRYpd?Ul4GLp;SMi$MUxQ{4 z+XcYJ$uju*H}Y}XnT|M)m5AKS^N+e|5vt#T-5MXZQR7`f_>c%1}MG+5;DqzO=E z7c?qX_KajN28tusDt}btl`*jfi?H!WE&4WSjh=nIAFtv?3RW&=X`ZJ*8`51(glqmc zSz4Wo`!`v#IsRRD{54oQ`Tq`R_A3{caNm!4&&fPrTcDxrn7`ckOQC}tN z&DFE4DmA(mXRwJ~GI2ht5l)0GBlhoC`8+=d+usslZIRLirA%WlxjSu(XirqOA08%a z(?ymavRCJyL`04!0S!KKcaJLV~0nXT@PqTb@fz zVZ+ePWOHhBEuC-zWbiNrRSCPh#>C+4+COF*3my3?{BV~vVI6Xst^TwGw5FiA9ZPri z3R;LTZ3(-#=`u7d^s|M|UvA%4RiDq_68y1*!AaJ*7(_Pgp;}ZH0R9Loj{7m}_b-^| zS=dYXz~jBvWJ;*>r89ody&dt-zCRvoFHmg%XX|Ng&P@LNeqocXH*=hgHKO-9)i&O$ znx}23rgS-*@kuV$IzBV64|TT5dEjpI+c=sfkvx*pVoW`g8d;c*Vc`fzkXcr(hm`q7 zz=xlm4dEhtTXw=88m_!WYN7a6LK?#ufww8KVMyQxVO z99v36)E}1I}2;8i>S=eV<395$Q$$F zlhQ~Z?EWCpz+F-9~c(nbJ$!<=reODw^O`t@{kv zRi!nCgT7sSrAq?^O2ne1*Jb-l+BSCx_?N_z6C!ns1bn7G7*FHe zUzAQ5Dj4IWr)JuiSz!={%>E*I*V~daiZeAen0frZGyE;0|KT{ZEOguW*lW@oAWXG+ z+RdE$nYtNsXKL=jZ+_=d(LJSIzj!U2?nGA&j*3@Wbs)_VZp=cc%JN^v1o>QpcbUP%)H6>yaPds=gz>oFb+D5wk6-D&VX=B% zn6Mv8uA5VF(4hJi(6hf^_@W7|>-cPt=XiH@egNn`&obfWI?VaFAk-^@0UACxTo1>1 z=idex#2A8jnB%@;PP?;oe$HU7y5KzQ9chzVg_e9SZRS4R!%`i>(4vaq7EJx5IpQk& zM!0Z%ZC{moPi`o2P!a7?Bbk}Re^idaG>3)`WI937kp*}8_>ZlncuF@riKqVtB$1b0 z{Flam#Y&QKRhnoExBtdYv^nyVB7PR~s;^EeC9*0UA!zUpPAvuXoSus=a}^w$VIpNG z0_c3}c#()`$T|f~=m|}*wyrUK1La;eUVTcHubc)&U|P|>LYcn~K+44M$MSQ+MwSeA zsOZ~aiqmVr6J*QITzcy+!yZpb(CDaLb7H}$T)_tOslLJ`>Akh!#j{8YBnijfBV@%?NGoV>#s}f zqJ}0Ead2&X962X7+m`4vNX?_w3NWrtX2R;LzqXQfwuQ-NsQ)8!rU?fo*y>pcdGSl0 z_#rt4VLIkpiN+cS%f`j4eTcm;@^&=@QXo$oIGqM1=siUp<*=)QXCJYn$kq`%b<2}5 zA5{~-?}wK0KU$ocJM4XB^G;nFCw1&GverVF;1gc3Yso%*~< zZ_UXHrhNQd#g8t$1yKe^_u-BI8^||Rs#9!RokYd)%11wIK;7pw3^)KU2z}o6^e%)_ zXO41DgG9v%*DYByD!=ljP5uA!rOm4}0iSIy(*>?&+Jt-GEdsf%%&*s@Jn{d5&PU4! zUiN#V&1`uNv+=VQ(wDAEo>pe3id_FwjFN0}ByL@m55e?}qYv+Cd40pdA1J+01bl9^reyr0NxY6kd^f6J<2 zE?-?$n%Yn#q;nzK4xKlPKgW>@A6UZJEP=ACRUcPU=zj)(sKpnzYzx4A!ZJzqd5 z6!f8NJYy@J-;`{BzCtli*jcc-Zv&fK_f{J|a3Tt+JlS~Vgf50F7IzJwSKF_<~+9`LH^+In= zl)4w0o4c#U(1EtnxdgY`<4wZ@(Dh`FC@2_a4D-IC+~OdVst=gHKUmy9V?~HF7WH9a z+8(dR?N`7VmxAvs*+6B$K`CZ5+)uJhV9o(0?@#wB-&ljJK7+oJ=-BD zgxV?9A~75(d&K8GB1Qu+uzhTF6HyMJ(H*lO2IZ69ncu{>#~vCf*Qx8m^SFxY#M#2f zB263r+Vs>~<*~?Z?i#np&YgH6nu@<+Mdu~_ct)r5z6I2xVf(wMYDU2RU`D3;3qbp~ z7)t~WP=ufTNDV_Apzwm+(qoLl757)jAI`Bb`J<2;mD~a{&@U<@ixTL86A>2g{5YuFuIVODc zDfybDY;+-Gv=QeFp(R{gr;4M#V<6+a^%nS!LdinS4Xi`Ne_v2E0`@J?ogzXa;lG7f zxjKbGcZ|q%HxMP@3HpQeye#3#pyF#tQLWRTd(Nmk&o#FkOZbTn4%E-DxY!3KJ6JhU1wzTq}K4 zO2FV&%?S7(%;6h!iS|CS5Ml4=}h+NQao)YYIEhnKx(-@ZVp9L<+4hIP@!7==Y!q+Wd#^X9gi?Ds&yt`yUn-qNvhxVVND;32o6OjL;Y7yL&yO39VoE8ItrlDJwV?V7VTQ+|ft%HYAeJVj2(M$8S?N0%c++ zs4wMB68f@Z|Lj8Y&3PCuC~|=q zW)np=5W{?u$R~+>lE^0s-3dx!6O^Ddh;R}j(wo)}?c8XC790-X2%p#_e8OD3$OU4U zjThNK4D$&hpCIxHBA+02Cy8v5q%?$JCJ1rw=0kmTd)x?X#;n_+H`Kgt((Xf{&{mAN zt%to8*(1!u#)@nphWR*=j}!Sgk&lzQgGQO4c%RDr!zF(46Z8x%CJJrc2Sff5Vrh#` zT7+2<_YA|oTadBBpE~H1zMPihux6TyiwFOODD*Yd1RB?ukJ~V_CuZpj5xr)vu9MV6 zbL94c=$_#5gOWl#DJh*BqOf}^)0TcWTvqN{O!)qMT)M4$f1!?Q$}_T;EtPj%9xqA| z!q<{Lj^f^9%e3}eSL@|WP1FCbIOe%+`n4~XXX2N>JUHpBn2e}CI5~<-KRwlTfO1*p9Z%IeB^S(_9$Pah!i1z}>=@nl@oc)e>A2Qq$`!-HY4fDorm8)>llY_i61DOML4?<@o_y%}JR3 zv(@tt(KgmY!}KXVC;o7q`eM5U{e3rg-XoU8j-{vcJFD=}CU1JA=R#?FBR=z}$v^L& zkMtpSuf5J~(>_RkC6b;?l%Jn8DsLYZ4gEueYtvDBIhF4O)+?rAT7T$1XT4Zy(=~@E zY)Rm!-`D1!VXdv+Zd~#xhGA{>4D+YtDNHq`<=b2Sx~&<-rB$Z>TujKd=_e8DQN+}p zd%>(bVM;TZe~WC3?M*xWAXd*1Tt{>Gj`E9&=f1Tv{$vyDQy6OIcO&cCX2+||x0IzQ zoufBD2XXGNN~RiTYvu7x1as9rAsOQ=l4)EyRqFODg3}`OM>9$B%S=Hwh(7 zSgWur3dm?*=5ex*&@*@LrKKFl-n-h{9oSl~aWb=eewex>j%ICwSZ-3^--u-%byo7* zFq(eEk=|kB?|kY~%LfwtXCEu&0S3%08jZsuomNCnN!*{e2jnW<+@TmGrZ5h(q0 z>_hE+t#g}}rYLd3)D+kB{J`_{3aGjbLw*yN7rvy}nv2U_@MKtYL&c6ZY`Zd?i?!#$ zkVwk9gDX-7Ho7z$9m(nYW^XD%R_abux9;+>QMXK-)D&3OG*1xY+vwDOWz?#qce4URu?C%LGE4qh(gK-!SrOVYHSNDttUoK>7#)LA6@a1d#7$+RN&&qKH| zgPSWvcbce9eHaDmS+6e|hQ!5c^4JYCRGX%@%*0W%Ii|i4v|^X6Xh


    o75;v46&M zRIO>DliCNeQZw9!aGaj|tEZv)Xu)=Yobl>7jlH@m7``qnTn}_0HJk?6nPrw&Ktg4GkV7yLzpyGbG zp-{%dZ<-dGDTh&dsOD)AnDMf5%+rEYYt-C_vJ05{+T`2q7EG_zayiCgqYq8LMM#H@ zz8mI)+rE3$p4?5n(a(l#`jOe%yuPPVEm}TpMCmLV>h8!-Hm~LKFWLvO+>iEIET*iz zTs@nXw<-)NXcRW*CJqG~mzpzO3Fk+ok#lbK?@i48LhHtU4Z9YXAypcB&pVE=aHI=K z!}U1+jk@}(MX%dURG$D4orD>bj#SdvleyEK zkI_|A@2c8tPERAFAk>ZE`#tW;j5XXIKj~-|UF#b0%)Z-aj9S%UGN-I((W!gEubY3z z+w57k5Z4Y^-sI`o7JS?I#c4A%X>QOixdy2_&G-&$4e8pVV+xqe_h{CiFy=5$rs)uy zV;;iuR<3fdz1tMe*WPcQp`>of?^~wWN#xRO8T@i)IUYUVt|kAw$7+{=k7nb}z3TE~ z41RP~u4;|C_iSI;O-(&%T6lva(?Nn9UU|Nt#!sNfv&?m3xojS2U#s)7&sclFMVke~ z_tzq18|zNWhx;sM8{5O~o~&fl^?M5!_siJ$Y5zolrTA?bxh){87FU}S^o_U8F^*o* zZK~NBy(^PPTLkfmR!u*22oLkp$-fB1!OBS}Z+e;NQU z)VHj9B1=Oy#}B!5neHQQ)YyECCLQZm)z5Hi=%7maHaaeB*P}1}UTvmMpu;o~brQ0n zM(Mz+dd>F1%k@M+Eoi&$Ho)ecu7R3q^Nx+57IAOC?DI*RS$*2DV?bUhu+4exjj0lpC#grU|z;YZQp?aRtuW=pRR? z*3}}-KtVpsbdAvX-2Qr?q1|RL3>`>j8rtjF5>1HZ_}N$c<$Yu70uH>r=!@G@I#e)Y zBNGK3C)L=-%;r{asPEC-pT}|kLPHz#EJjZdsZvE1G}90HGX({CMll8+l*VC_?%v#) zeyEJGWOKY38?^ne$r+_cP>d4ATQ8f&s%3r5*&WfoNh)Fse0ATq7G^Q&*R|wNVx~P4 zN_eSWBiL0;e_6e4fo?^c^2<3;C*y0J>)GBv#Ws4wAa#@~7eHNvH>OLXdFwR9(F@T2 zJLX0eX?9Ny-G*Kc8|2!bYBT+#d-qY^l*je#eZ-(H&yCy`62r)6YJ~EP)IeeUNb&p{ z(sR+nZzwL&V@yTV`_z3;mZ^gG`FW^mfCgl01)1}JT^nA zr_*Xo+k;vZiNtx*7>5;-&VIR1(R{i!(%j_jX#lIv5 zwv%DHQCux|ylAmoXvntIBG5=fX&0tr7R*fZ7_u1^6vJXZcF350IyRUf{Ww++A3Qi? zo|UTkSuN43(UkJgDoYfvim#lS8=7;ul)vg!!3|KMyFU4BZb3iEX$L8_+cTliM;|(y z#pIN-T?@%S{WKE6jXg9$uFmTXDlPa4BNu$jjB( z$Rn&D(uM8=PuYLcuX1U|lli4<>}-#xK{f6B1%Iyzu6@2VPh%bi{P;Opb{d)=zi-Kf z$fWr5+^uS1F^GFlVoh#IT64aXrNy?rh)Nk%mN!6?T^cWvJnguvxy*-RWTW3SGr0+` zTCy2R?XvbEIEiZ2LDViqj8(G8YOf8Ow~eb59TF&R^r;alYGdoB5e$y!G=X}2ikyS} z)bkt3GVc>5hGywYh}CIsh;5OK$#G{d2}-Y zW&Wj(U}=Fi3we}bB%pYM8D$uSyf^!Hl3^rBLw?~pC3H({8<>!mVn5r@$=qDN#O!Yu7=My+&!pU_z_%tW z=kn~nr#elx1T}yr32$nh|8lf4D8P3$6 z9Ybmdd*Y}@3Oe=`IqsPf*EVQS)W~IOgNDV;a_B)Pba*dZI7yL~#-YP>bR0>RMkuy1 zN;0=%$BQfT(9q)IH-jH6Uk|9MI`a(yOL_M}cgZ|N@tkc28}w18c}(42HLu;TIYHLj z_kP8ujpW8_7E2?P4ITVh+F%Zx=-x$t`(f1!ul0v6yQj-$(<6Is#`Ak+RvsiG;8J#` zr+AK4Bb~kCW(+)s{%b6s{A%FeL*`Y8_}4PR6ked!Y7F*yTEbgEF!H6Hg@(dvXN8cls|$4V6MRnaS{7A~8weS~s_MQp&1*I4ET z=tfBkUy4GeJ&${W)axbdjTcM#Y5NvZdb(*u0(EM_^Ak*291p_NuLflSG!(qD{M=aY zsvTX=6ctWr`f1@^0@ag$KxKo6Htrcy{QWEJC!S zw(aWBd`E{8zikT-l8>_-6CGo6wpK7)NghG2R#P}HSCII?o%Suz&l)w>32qbF?3myr zX?A-)bYaR};%zCL=+e@@uT*6?ds(SO;Oaf{60UlSo)2{QXv$jiTrRf0h4fNz1ae%R zJYDcAj)|(|(E-l%4w!!y3>_=7=z$_o#cg#>{q70wxt&tSB!-FLHuP*pDMkW&^#i;% zKm!~`5hfwYnkN}1iZI+)TSkUvZ-13;(K+98FH%x>f}5nI%ofw9na7cU%IwzUtNi?A ze|v?Vg3_m4*F}H8^zds5M`#(wqD`!6R zMx*DZg8W7!R~AS$39m$PJQv-c4ov*Yap;rqEdTgRm-hWARvMr8T*b=ujZ^gSBVYY) zdDzdMm4q^LoR&f%t)({_68QXmP1SPi`<>`1NvfDTJS)149~XVq{qHWi{REoE-=w;h z-X9GN?PuI&r-}u`J%1+5OCg0?fuQ^x1PUtD@*=!5aPM;icC3KV-Y6|L<%efSxS(_W zIW7B^5#y!;1gWL&=;v1>4QeB(LGJZ8O{#4i1~1RQ(lE=hrolLL&t#ZnCyQxmxzF&d zjqz=HtGm0s6kl`eHU8mBG8q-UwX@X1?|(*!oV|o=$ zm@w7cptDjd1i-?ZMR>Y~Qt#f;-o&QmZa+O1(4OEkPms}GsKRwie7a?)MSGE*e&=jY zz`S$SEy^JM47D1bb7)+Or^LS01i!1YR#9nh4Lq7Bsmxf@q&?u`{LGA;#o#^bn>v&1R9&Mz!Jf*2 zd}@!2A7tO%>*q=fa}k6*)GMIrlkHNx!PFQ^O=O^``;alSx|xS?@O~tMiM`(IN@%8% z1g)wAt>Ehs^r<0LXPJLIb6lz_nAHC|-+nbWW8y;RYiwP3XWy*@|2W*djq{*6PIGEG z0h&E5zi%)a4sA`{n6dmU^=|r|x&0iY+T0(0a!ku_Eu1X7{yZ=T)#CDK8D+xRDUW(F zXpYyk6Od{H)USzQIo*V~yrM=e4ZoIhrYsez8InBNmz7hv;s^)L_UX|TI_;V`r9Uv` z*xK!DyC0R_6o{3MLhobnfv>qz!s$Rp@wk@wra7h6@Izod6`jGV^}I1e#FP&F?X331 z5m6^7+_e7i^`uMTurYbf=73@ioV}P=<0}zVD6WGwF1Q@MU85(<$-cbfk>@ znAY?=3dMcta5o+SYL9$R8TgbpHEQ204!ue8?paN@o{04@s}&!0 z+f|{f&)}` z4v_?3o_!stObe8l!Yz$+H*v7NY^dI!!s270{Y^K;LHF@e9RI98#RF&)>w}uMmrvUG zL>U#w7bo6fsT)Germsb`3gMIDJFI0kaiDIhmhxu$4l4!i!n(RDZPil?rQv|p#M>^{ zyy)hD_w6wDTps}83A#Q&k=ag_0md;%EMJdztErqt%8=9jl9Nw5|Na}Jo-Q@6Q zzMz?&$`8{`jKn{_j;q~6x!i;B-5bL%^Rg=U_CP_JXr}GblbASc9G+P1P*~J)vQNK* zG#u=l%a6J|?lT>SJV%b~0*A|)v}U$Q#=Fx5=NYb-+1-VGwwj2L=BKFvsm!Iv9uGLt zX-+0-RmsRBCVmmNpPW==F80|_G&#+bA5R%qKK2oAmsToDW%S96=Lbh?$3T=g*89eJ zOCJa8q>BT7xai>PZL{h2fNxckVtMV9$lRFt>}?ux;~+ef<*VG3U*)5DzX)csJGUD3>Ni z#TiZ%8VOYiOsg^7+b<;%>iTWR^gQq9`)9mPrZGp)`?>xJA6SRqW9hN4;HJiS+Uqfk z)`zJK*Lx<{(;U_JjyQ8JcF`$LqB2DjbB zk-}sweY?;qg~@2}>arup$#^%O4{M-n=um!Oo; z2=R&6iA~(IF-H>SldqGk`OGIDm16W!DMnuhK8Hr`{?rS*y9hK1RIlxBBG4q&dhHNI zpdAyMV+5KyvEQ)u ze6%^pVpJNHP=bhaVzzt3a{)86xnl7&j53Um;w*39|hO zBCN^h==TSj!z}?_{`G<019hf8Zjf7|PEX@M&;+L0l2Brpt@+O)E2@^XBS}v)M^^s8 zDlpBFl|L)T#_Px_9;8VR&7oIIxfl3D42|(z^92)jWm4o{iX4-v(=SEThvkX|VoSp} zU$ek;zFmHjeaV-N%XpE7-Z1?}=UU)sM`k#XQWBE)Y>VUE zkUepk-zT>A16#**pV-=O$_pQQ@x;@9U)Y9ky>&jEe*p}9c`2TM0VD}s2<$ao0mdk{ISy_tUqeDciG`a__ZDoqAnA?jJsSn%^% z-~i-_#xTv6go-1TEy;#edD>1QaZfWRR`jEhIZ2$4tb9HzC+O?MDd>YV?x8vK%C$|% z=4V?H%K7}^XIqlZ1$X?}md4fvfBM;$x>4^p$UocC_zkxl;Lo;(FJ!30&$fo|T$t_e zw)8A+dr+(XEII$gO3&JUA*07^>aXl_W2yUbV9PStGfVS{%=OXet^BPN|CZ+mGKv^} zX-zTNndg_r=!dBqrj&n%C)wsIcIa1l63)zbv(S(5H0-r}+vYd;z^UM~iL5`t)0o;c z-;-H?f%guT_5nY@J0_gfy#D@9&k?tp98_@i{mr^3iD#13N`D9xp;gzB+0>X2CZVkJ z0}0ng-}6aKao}?z;WCZ>q!iOiOh|lAjfAzjB1kJ>dFBd>kgl(7C?!YGSoSwsac%^Q zKNqY5JbB!wnpH5vBleZ#q{IlWt{l2+P%tloUvdr8L_uj0{G4mhONGlND}vvT4bxT% zB}GucJmiTp$cdnLRINVdM7XX*k(d(^_{U3g$cdm=TU%unF(-mvRW@B^6T4;-(2K}N z62~Mv3aYv2t^*tE_H4qLgwp8pb&%EMBcBrqm4A#!rPK$sWIplKA6JtS4aQZ~}EYr&lD+soe>miNS$?-So^riN^LiksC-k( zAM)@>XJ)zn4%^h8YaOqJ4xT3m{CEZ4x#gO!UyGA#Ix8jcxC$3Q8De;ptY~?KIz?x6>0SvHl=4U!q5n))!5O$9{7w+B4OJ(3825FL7~rL--v6AcTJk zzAx`3Es8bTa%J~U2j(g54s<{a0d6KLCq>*tHU+rh8Uiug?Lc)nCy=>r`*KZ@5I&S1Bk8W5)-mGp^1| zwFq2}gC)9BdUMrU;9AY)mWwMAuasf9d2hO#_X{o6N2rzVI$4cSAt4RMC<{x!4v#;) zi3&5EzHO$G3SNxfJ(&qp=$J5DU|McV)0co4UHLqqyCZJH4M>^qM`_ zdF^yyp7=0EH>g(yqQo6nn@m@CspOXegH+$5t6fnD^+Pz;f1oQu zVU>~>qNUD7SIeoB^IbE?cR*8n2xQqh3_tqN8{JfUvAdmSILHKK&>Te!{YV8^rcv`H zo?-9eS}n$@0!D1FLD54z<*~b2sYy>2H9ERUQ~iSsos^(M6uonOheR=BoL+E{wM3f` zy}p);p6?^FkWWwjy;+?^T~a~@Cl%+kX-%uA1rN6R<+nE`(*{hbfwqWXkq8d_I6{wd z>g9MH+U|95s+Q^3S20K8B1CS9JB`#}515{Z9H&Pd!SjejmD1rQ#VSFbl5^fAU~QK2 z@6BM0(pz>+7TxLHyCQ-y!${OUSy+sL9+y)6nL~Oho~e>KJStz_)KPX8z`xUB(Shej z=vx?De1M+GqCY)WUv)5MaHWk7?DM2y&7GE>31q5tdQq_Iz{~;&I^ef+v;OpmGrjWN zN=ity)f6?D4DRvs(_C=#BkRKB=}gtmvjS<=fu84rlkC7g@3NoYWM{HyPjBj0JJ7RN z@`4>ugxSVV4`ef)cK84uRhk%%IMvse-Ap2re66v|KeTiAjghtfjb%Z|86k@A#6Po&{`66eRm zC9RerEiYlg$VFoEL!_t35Yj9|^G|~aT-e>}Pr(Z!^QPYjBHC(|8oNlQ93MTk92of$ z6rqCB`WWk}T8OGflaXGN$5KSvFf}S9K`!TF`O3^n$qq|yot#Iiee!x z5Vf#el8>@ubV%FqE#P9GSKrr2(nwsbApl=(iXO}uchWgZ=UhEUeT-Jes83z7BHlbj z{*~N}5jE}Nrw9?#`3R4OJ#lqX5pQJEY7vT;zj4(PLS;l3)G@ABg>b-K*L>1(YB-J* zeF+mWopm7o1&zW?t7j#B7H~U8%e3>~;!phUv_3}GswzB~p->fuf1dN7B3ndfj5@{* z>-_LwKZoWA#R7FOpCWur=f)agX`_l@W`9{oXMaiQC{BF}a`6@1#WH8wIvPqc%z0DE z8vwA6K(RBT)9Dy!tH)g{A9tq{zvsZ*r=T2VekdZMgljN-CttG{SYs_UIn6nw|<6e?ZIkP!XT9%%}#xNR8RPhuzuI|yxhu$@8tMZqCD3ir;PYY=4Fl0Fdh+s37j(tUc zKw3Rx^-IxAgwq+59wF;9l-_l{#4Y>Xe`NA51chkp(I(<3SXefYl+@cEpVM{Ty!nj% z#O2su^GX73-7|TxXA1D7ZEt~lhtNXJixv`-_me?ww2<&*09pvo>nlwJD{8?pc`t(9 zXkj={yzvI81gp+Y7X?Gxt2o1H)4=MGrbTSuEbRcEv=JN(1DCa z`?T8R6YHD|A~F4Hlp}F9hy<+C6w+}=b`OuS)8s5G@HiS=aU#u=bEd6lTniQoi_W;5 zpl&8FDTrX0eDac_2nIyrpa=x5_fb2~2gf2a{pu!#vB>aj3C4m-sntSbQ;=l3I7npO zQ!ZOt`UO#>1;@*bg@C_$D%BM|Yrm!HO2r1egV$?^T4Mcte=vJe*M9E33?Ef&ldb(9oPM2LZk*Bpy`MB z_CW9&^cZjCX17+a#62T2pB)ea|7?$G(TV@9j`>Z&RI<^}MInNR1N{_k%y^)YRfxo4 z{fX6yVyy8kdeOw^G5CvX{t=m(j*t>9{er*JiofF1!{M_K((mp3xQg$$xV0YN>;>sm zGG;wUq@2hwlD_E)2E~D937$~J^8+$^aw3s$e5NDJkoB{BpeVz zlvuU$iRF}xABmw{usk2AAt@_(B9#?P_Ao|PWP6~Bl}=4Ddu)~bYOk6@_L2n~Kr36Y zU4@V()~$Z%bA41Oph;9g>7h7!k}TNvq+N0ev|!&!&;qZ}9-acMehe<)lA6IY^%z_b z?7r?NwOT|Qka#P>nBnoeJ>@gf8O*qrjp6nrdAcQpG=xwCAOyhg-%2%G> z6f*4rh%K$*8m$TZfD0wgx))-f@57HY;d+sC^?aIIE$X);swKCVa-=*aZ)gqXUJ|=8l+_fue451(^`cPB{rbKXLu@nPR~{ark=EhNLj%vDONDs zgAd>AfosLi=~sOLqp8+tSnsl6Vop<3;ue0*e$pE`7B`$*f!q4CCExp8o{G51f|{e} zn3nRoR@!=OUIOSA3jsYb7u=07xhu@2Un7&loTp6J_D z@V9Jur%l#ddD$H)Lt@f3QxRs~Q4*&4nlMQPgXidWy^BADGQ(R1+MNgu_bf`w^pYay z7Xhkwo1&>yw0N!{{njj|e})z0ElBN-l#jUSqqwA9_f@%?t0GUtt#5WJ0zHWf37_QF zZCmMJHsFWS0Mx~Q>ka0(E?q5)R~@2^`6H3$)=*KNb3WlYLi4qvs*BFFGqWUdP~5w~6GP;~Px+wD%2tmE)i$8VX( zZ&txo+Jl)-OtoHw+P&kmW;zMRa9i-xHS#rkTgvN$*D;9y3OGEO2uBLhnR=csZ2}1={S$l zVT3yrdX{5z@56CvaWn5Ud>hE=U12?yI6%>ik`5f8{u5OTpUlyi5!mI*F3i9Q;Q$lVyw|Yz*Uhq(INd zKRDWi4NgtRKfy2zlTHT{(J*{3#Np!3^E^Wa$3HNuh%h+4p8wzs3{1ObgNe78dO70Q z_M&Lhy#`S)eG0D+&~~^554W_B)aI+ykFLW+V!B`#TwXJ~h5J(edA>uc>N4h!(wiW|Q|9l6!2_X# zW%?-_028y&UVRjrH0^`^sA1j8U52me*ah93oS-J1?3 z36CAnPv)&6!j6=#5t=~--z=#^jMUu~<^2bgbG`{U~QoAjzMu4_YaXY^k1e)wf ztOmnYS826)Rzwz8VugaIzDE|*nXvDqk2IZW|ur;+nPr;aRt+&*^x(9k3 zIA84Nei-zZm~jtOL(5yMuSmUMVfC8(;gBodD?Pm~IKBjO4oemLWnc=`+Sd%OF6bh+ z#mGImTMh|wSBp=z=D2kA<=LHrmBTv@uFey^YOpbRPzJXVWUv-8l27sTpRegYRjX(Q zzKH;N&41eR_6`3_ZUA`=xUV}MA@2o;?y!!#tkRb_xM9$rBS2hGO$<=lmsFO!aCd$F z{5dB3N@d{g9G0YMe9qJ9S9nse^4ZPb!Wx4=uj4&~(^V8IN^$y79O~wUS8Ph5%I7>M zTTo^2Cr!C$@XE6r%>c2=i}la(6z(J|RC}*a@Oz+|`=IqNX+5{{&{xT@P_l+qrEG2j zR?64ivO8D1%#XK?Z9PuJ;O6A5N%Wi*YGfd5`M& zU06+BQTq6Tc9XY3Q*G2#g6TH2AlT<>S)b1%%SVcB4GSj?(8wBwk*^7DN8U z$8R45=u-*0usOcI0NY4Id(06d zSGjA|5kuUyVvV0{){lk$J})9Gh*-a7blfbs@?Hn>50lYo?T;hMV67JSp@Q1`qnYyZ z242C+c)9U%VKrq;`Fbz4&l=MVc`(mSv7&F)3u5{j&7ojrBsYlZHS(i=tcmx<-*^f9 z7>3;SH(s9*YE_KXUb)d<-is<&nb~>e)19}a^07MKA23-dPAyEae5}9MKHnef?chg} zSLr{`$$tShE>8(^Sp_5Ys9>~DH5A`pG9EAS5eoKl@Z*DO(x2_Q&&!j?wn{XHG8Jj$ zuUCWdc#XMIRs1zgkq@frjK;AEVSIgVRaf=O{Plv&Qx(H0&Uqb{&985*PPj4r!@#ew zM)3$zY#i=A$YCu?Daorz`4XCt?)s(qk3dx*#LMOECW5l!h(QKx^mrc5w(nFqRJi;( zrT^~$=MSY5|1f2f#e25#@CF;3RjPphvh!7viVt5@(0LU}yuAF%j8J^u2a|N5`L{pIie z@*n=MEGfVJ&wu=X{_P*$e*6Fa{vZDOxBv3n+du!e|M9PHfB#Sa@Y}!q_P2j~`>+4> zkAM5OmfBw)fBF0K|KI-Q|Nejf<*)z!w}1W1-~GqeoMG3V<~&qdn}_q_YS~3!UqnA& z=e;~*x`*-E#QHEJFF)K9`}Jk{NB&)7(^08G+clSN)|)FmBhpueXIF*#Z@>NZZ~x<; zb?n!wdd#+Yn)UGz=}M|+uy20^yu3qY=9~fC_sQ*itg@HC82vlx)3@DkWqFijU3<>Uo~sX$-ymWsxKFxl^R#x>QWMR zgit?crToyO#0O|^OX8UO0cMcScFe#yjWm6}5oDddZS7&?3fh1j6-9ncxT0os6H4Nf z-q5TobRwt^01S*p8)MvT)o}9s>ydwZD%ngzy5Ig}Gp`Q@bKJi%SUDPlk8?2{hdw(# zV28Lrm#x@ujnl8`@N;J9OLWIH^jW}Yv;Nj-hXSmylcRBQP}o`!IItjlTjbSo>}gTGYW ze*+q5aJO(8!_J7h^{=T0BW?ghS}C7fii z&HGD{#XtJOu-%&|_mpZUU(oF!5#_$C8@j>2_79?qQi>lJ8Z1>_DG@@$e`dQTcY=3H-JgUGM9wPDKFi{L0*)>Gp+ThjIF zImq<&`a1mN?RqsH<;?XUJ573CbBRJkI)gVs#nImhnu6$8ny9ecU)imq=&!t4@q2u^GI+%#=gJ}$ zU$w`T&n$?3y%X(#)4WeIp zZo}GsKH^rw%J>_1GVjd8u}%ESejK+f+m(qqhW^S29YhtXe&-=pZSobus)>PmzkMt>!^4}0NPs{i2W#7g!bmYd@$d=QlS zRem8%`>Gicy>h%NL4=VXS5=Il*}ZCWgk}CJDf0HY?$htAsZ}W?8aL9OrBh0boK?dm zivFrS6Gy)a+k~l4ca5DO`c>*D8aLGMnnNYFgy9=0=*eUm_q!vVf*MAGk%~e}2j9%_KcR}>4++Gy@RV6Tv zepMih^1j`r5QB1Q^%$daa}|+{V_yX-!;5O%wK9WZxk`41(YL#LXb}CX9~$NSReCjy z{wnJljl;f*(T3&bDs&r0U+furJSIzS{`c+RoEcM4DuIX20`KZj?_3dL4ldh%^@Cn`l>Qi{b zu?QMh36|+ISxn5-eq^w3XG=>Kmz1-i36OJHeWJ@q{dBO5N?v`U=ryBe2k86i6HT$9 z@ig%RAiL8l`5#z z2GE~NWX6wGX0a~uOX^eO^%i%&n{|n!Keb2vUP?g)oE)^{G@j!}S_<00MQ_y;@%V#c z1+5KS+NnPszgs1s0b0v(>k2-OZHievqr6f--RFG7O_v&`OSSPe#_b&QZ`zcz>>u8h^W@paPbaXlPelAuFh~ zxV|4&Xe0czMB(EyuTP`mkJ$9FEr^QJ=%53fRa%1I_&cpr;^Qw%6jb^|j|b6{H$5#Q zZ`krg4+2L;5B&6zrvT;J%blb)MPFieqPp))!{PU=Dg3ZrH6?hsSrPK_DV=M86acMU z0nb^LD>)Jo`al2rFaK=dZ|CM6*=1wFMTk3=P*N1yuew}1zK8uSh_ zSX$*fkREB=r7yy7oZ|@|2Ybw`4~yf-m6VYPDRJmF*c0dUv4B8e4V^l0L^;wsp&GpU zR+hvR{iV9keZKZ6*)z@$mA?}zI6{C}-=LieHZ&)eoBW8u8k1)X*2HMUU~R3`=o4e| zFjk*0lb5dgmYO^p)`#8X9k4}n0XtSNon~B3omO=LR&|+o8Mg3XC7uXo4)nlVJpzzr z#vb7(KnsA@oc%xz8ZEhom#0Mo)DnGxpDUpo1OpgTYFrU&HLfb*z=1eJv?^K6;hBje z*6M6E2D)m3<)G5k`V&FCDo8U3dXg}rZ_dd(X?@R59zI*4Oz?`l-KAN>Crs%sxtgL+ z{tJ4WEO*V^6n&ImNNz}dH<057ih82CBk~dY_OTdij2Zx*Q9OiE6OY`tu@dl%f;0I){&rGIYZ&33nE&^qqk>6!T#*A|iXfnN&NQUQ(N zhM;C=@Vru4(t@X;YEnlZ_mfBI)!+{l`T*{In+0wF^m05%W=RdL$V9~#D{mPGANCHP z3|D6WP)|ZDlzN0d+x!A*2>8ht5_V$L#H$inR0{zg(HNWS#zKKx4Kqd#G)*<0M94@F zfnSs>(@V^?HR&orygI}ljiwNA6TXs_0z>IE+`!$PMzP2wDzE{Z zzY2iYz^;t&w>!QlMMJMLNI2&b<~?btO9?*DOY!;% z`XUlkJB-JMYieFntv5{+1g4>eB%)3uA4!OuMoVT?O8u}fym%1Xw79xB{IEbdGG3hn zKt73ov~WyOqZah zQ{F;#H0QA?iD27>%;uhUKJ9 zJs+7s)$lG~7CFY&8ucQC$k{1+;6u|$pQSvp(cm{8aOy{X+LL%kM>8Dq)Nh8@js{i> zv6Z2!WH0$6mbBVQx!_J35MF(Sq-P8`+&fmCGQ~Wqm_*bKN2;9Lp#4Vz9jt~I0N>Zn z5u#A_P%Qrv;Vy^o+^MOgaMD_H73=&WU`RN^qKE+X@k0hS@k>ivCTL90>fz4=E`|_R zqD+xdb`qc>M2l47VU8;;_gRgro+ry6+*%`pkYbIeMGJg&k96wzMdRph3=W)_X_xl- z^e+#O?|2H>*P9m9cJ6Z{*aw>=3Tuza;p+kP_e-+pMrMaLT0QkqvR|6c+1F~RcW%I! z^Ff$?m35z&)5@)z&IAA6Qg)9T0uK%0w6px2w+BKxpIuCu{knLPeAfU$k#FeK8O=3; z6VMM1?tL}}q6S-bX5Yr$svSC6lh5Cf_)&o4k7*j3Fgg?xhFSdUYd7!_D^?U^yXcHB zRfGvcGDs2tPQ|5J9xFZZLYMhg$!_XJjTxv{=j#oFAL$>5x70^Pd#}WIxW5T&va1mw zxl{wU#1Os)D&JUWv>N;NKOLRA3zal0KyOR;Pf%8yc9M4--(V>zsr@k44W zR)QdT z%U_M*u6$3LMvh%X5yVn+%YsfhFYei#Q+o@j`G}uQ0D2!^t}8XY-(|sf>m@Z7*GpT! z13(woer}|4BrG>Dk?;alDlLi7Qfr8bDYSA7{e7H60*slVIL=Dd7&D=SpU+?xb4e{} zi0_#U;np;6!jPDd;x5}VD*GU-%sO*oGs8ZK?rh@kx79x zw#+ZvLFEc6xQ4_!F9&5CnthhG;WBad9IjE0D*9J1ahpB?GTG5Ow7k@cO(@~XAl=y* zvih<8VVuU?2K7NR`2lc}iHHuv63Y@f0A~G%93lWR*ya!&h>J^$afg2fVZDa4L6l_$ zC!(Kov0O+P=`RlxF<4KYNf>-dj8AO)n5z7$;_0jF)TtS(=0LDsHR41-4<|`UF{=24 zXw`*>(VXj=o5_2xIG@&HoS?{j%nB>~QdPflRddyq;puZ=$Cl;y8Tq^~MZq&fTPYAo6WB}H{=)Q`!LRZ$xr(>Q_W zhvwu;8PS8Awkuzcp*@1fm~se_PL%^Og{QD(Z0dP6^;NLW2i|7KD*Zn6WF)mMJM+^^ z*VajD)-bfR*8Om!7qjBg0d?HrdE3-(h{UI881xS{uI>oBZ}(|B;6+L-kP`*TzOOC; zn=MQqfHajyB$hbQ)Ion}I5-Xz~lM-gdhu)U5S#($?5|B_%F>{XX4A!aup^&)NWY8j(7uz5+ExpFKu98hNhoh&s2|Y1tZdE>>F&;5)P~Qc8T4< zFfaaNb>KF^>;ub`z0$K7i>2t7q^?yYd0bG>Vry(#R7mOXHX}0J%6hJdcr450gBg#R zrF8UxG$*o=SXB-zqF=|x(HuQc?;vb57+Ww$akGR=%<>g8xbj&#qkYoTE)_pQVKBH< zA$d)MjFVhW>w?D~MWBYS6t%@BLii<{`cRA7XA6Q!*27?tUy0>Lb6rxYzYNjq)f0dT z&72~I!eQbhSM=3AaghY6PU9nvY9izmsx2jsM)c~ppUmgM3?F3T*!VvEiKHP}I!VOz zsy=8QBs82jhtMExRs;hWoE6O&+12mO4^K!E6AX*+eYuodg@K?i6;T)_S5+WQ`oO{? z&#>QrYCM%Mj_mtBc)a{EJ3soZTXqwpQ#toFLyzJMpa_ihOZ8!@n$}DI&}a+oBw{|w z3=wY)@saw%{o!3(W47U_8a@PgHpJf@0h=da4m*7x?$_^Kv!Lq zx3>X=KUmUYsfsOs5d6)Q?-J6`aX24=4mP`)3xBv498$!7edJ$^wG+o%DI?^Ys-Q&X zmOSkC@*;a%7vNi2O!W=`#zL+7-8O{Hfkyabugpffq>3s{3Nd2$(Bt8({_aq;IyZf;BUFtP>0(hdqn>0bI=Vl;Um8bRWn zu=+3NIT%6Wg7yN7v|74fNU|0-k%5NdRuYSSsxu7r7oYGf^ICfwCy#k@w+4ra?#V|dMfyz4Ruc^q)~VX7D{}leuerT9;xfD6REqbIU#>k z6qwXM{d!!gOeVNhWqxCL)B?8>oz$WXA@)o&n3x+SU*Bx}Lu}l+O$ZvC`Wc?VkX!w^ z!`ovbcq+C+h$$m#`{llcR_D%m_$j-Ajp2p+2K$zVe zhf6I-7aE^fj!_1>%P9d*6RL|w1DN6cgTtlv?R%-KO3^PmHLLfGda90C^eAYTx;wiy?~KrrW83J@Ks_4D>39M- zxLwkQrZ(glDRSIN0Q8APvR9(>DDAHUER3Us%xk6-C?z?v4Px&Fg) z+b#`?FK`#6*D>f&F0R7aBJtcV_*WLX}emRqx#eLBn;y_teu(9GBpj zYF}1FGE(IQVT^M&T_-__9%r@|4RKNO|6)Q8{KXnw`4_HRYi8BgO-r|g1eZ^{QLR&S zSpZLb>?8El`=7GY(dhuvp0h*-?bINHa`jBU0P|7LQU+zf@Z#PE5O zuA@56 zY;=sOG}epwd$Mi$A=LSxa)9qn{r$|rRWfpyDOR3*o{Kx>KA@Kat2si5iKXY~m-28gyk-G3-jTnBl-X zqYloGeXL>_E?~m zfv_zrB`Sn!H;3Dk`6Xw0^R@OhBfS+#u|9JxF#NYc6 z?wn2NLT6B7^XFvXTUDcM>f-S_NvM`!nMLRq>tW)L5nZqT@dW?s)ts?t7rx3bkqZJA z$8>VuiltRCTy{&fKhFu-W zg-h7lhAN-O_X`~AAIj}?*4b5(b4{yC2kXj{aVKd!NLZQ4=G;epVw*N>HO9l1Y}}Kt zy=TZ^Kw&=)o2C9uL~r?W-XBlD!yYXNK9aJ2MsSEW6eRrfy#Q5ux>AFl?$`A?#(vs| zG+%rAWM29_z!Wp!x?=*W@0}mMxe>FMa)OC(p1j-~L{yVA>_SZXh3i#MR3uFcMD1-w z+IdFzT=~?RK6RHg^o8qd8!)4=ry`hEHU#yR%WICgT!kP~CNC{4xwOHk@57WKL3QO2 zrtLqtgIGF_DWK@jd z5Pe}+ozLBusXRj6d3LLIq2Tr@9sEqWTec_?LBP59o{~29nNscW(R^rw#i*r**3SX* zPW+d{I-#gO-gDBRG^FIBWG{GqRB&j;7?;PB6-*3^$uAyEtQyU2=XyksopXLeJgYwk zxJX^Bt`n`tGrYv<{%WbdUZWx{v=3S@nN~$EH^_o0{9hZw??KneGekVUiSok=p;lJ& zVGF~bbKTMPb@P*HnE_8tneNx!`A{I&V$yf`-g#U~e}G|{DJB+C+pbNfJo!V~nY+oH zC|b)oPV)x;#RPuR0Q3%B-INV>U0%vdn&UQzKRg9pEMpF+=jWq!LjRoAF_E7etEK4w zO)&XRod?%MPeMoxrQSPX!s^Xay%8S8Fhp~mo#CQKcZHEb>2tOFFQu$6k*tlL;kY1l zf^|J0S#-?#M#3)#)q}g!5L&F%D^7hQF)Wxp1l>NYWdy-6vIqImf5isF0j|pRNM`jo zweO{#5oQ6jE|3ICw3s_&5Yy*|cKtp{Ty>X%d`y|#%02?WfoODAW0h@|F@~SK8k$lD z@hu9~DHMQzLnpMdkqp=I>HI*>gcKisg>-ijLfPYw zk@Q9I5AKoMLvu_fPfv5-%GdI7I&~g@IO99A(B*y^3$ODo{CaX&6r&3tBhSoL&e}Bb zo?wVngIj3MgYEaX82yklIwjehSv_#8r?pBWA!7c87*+S&HV*3`HI=fL0zXO~iM7Ot zcdAe(IhDkrI0H8Cj#8JV?ccTl;qBpq<_!sqAbyLJfj) zR%UV>cIBGa%JqnbdCVm1Vz#hx5jekW~jfDrm zNF9AOP?dTENR%Gyeim`l5KGNqL7;cvBrgKeA>17=N*^o3dJVZ1$QhOn7Pxqi^HY5a z6*K8W=7d%l^HYv--*Tn)%11DYEioT)L@C{|A(Vt8T)Z#>r-AFVG2iXp05>Rw{6|45 ztJG8PDQ(DbJuS^tuPl!d7pImc0VwyrOI@SmX&}vM3~7dTMc*gwGJssyy}TT6r}PRX zkR)|WEwPy_-~v*VJ^nmVu&xdjxB+9M5OVc?Ys7=A_D^tlT=mI+9Ym+vl| z7%Y&k1m?LWYD;>ah-Pce$hzjgEVhI5Zv6-~YL1p34H-V|i3h-46D}iJ@=f|!*#RKK z8!S=QyBlRM){ZC60HRrVMn>f`+SA1ijm?L=5ruy~pY8kl!&p-#Q|Zmd_oD*GG1t>i zZj-vclUh!imUyTM+bvWf!=INF*__@g2-vEaaq8E6j!a2X_riUeF~koIm>L>t#@?EoX2#&RWkVO_R*t$uuio4&}@<%{D{t zOZ+jIoQw}iief1&Rv_HD1n$IW9bb&LIo_9!ab`#VFLxwzRL!FbABT|#6^t9tX#HM7 z_PQ#sTcxYshv^Zy;ps~wFiPas#S;H92ju8eU^Xw%Ml~go*MWKDZIElsg2#S zj8JlU*dZ6r;N-h7e>0KCVMFyMh?{-@N}tgMT6Ll?ng)v(-Q+X1DI=H5dDZp=Jz3ha zKw+gDkbIH?E#0Vad)cncWS*3u`Uz;lWGK)c<(a^OBlVd zGo0L4m<8u=eqI4}NR ztQZon_;mVLt)IURc)oc-_Ct_tgA}Hqw)(^Wj^y|v9mnNAsH}rV-8nKJEF~jK`-8H@ zMaH*L8`n?I1YIQyfvReK-+ZHSqy)0V*YMl(4e$cra%11!uqE?wM>szi5LON=eXt=J z;T@zGLB(4AW>pw+PCPP?U67MT}hKrE!fy-T-yrI`0=x@?4bhOYglMH|4=o2eFmP`M_ zsLchvHpir-Q|?nraY7ka$WhWiFpq*tefe12@me`^yPJr`%@3p)-#yFjI?|osHyWR>}G|)exnTb09gYyr45*( zZ%6XF;9P;?jC?|F@-U`K(I{oIV9Os2J1uiVACt5A!)GZo`Mm~p!yeZ)p@7B_1@pbN zp-ud-v z8r_H*2Wjh6Yi6odE2V9@7jzytH}5TM&uTeZ)j>Gs{UuEOokK0BvhxH&B@dzX=sg3e zu}R}yJshQa*Ku*&pXLN7vg+bYi@Vj9h!sM<2)H|D&yrm)yL4uK{>CmPK{|8lDgd%|rEisXyyt4aHd79dRJ#603D|2QS_>zbmm zL;DGnQeSw633K2q9wXORjRd?=f4C7LBTk! z5i~h}6=<^-!{49Z!}HaRPG7EzS%{1=IAbE;3}fr5Ie?t;TFNosrZYxlT%pl^ zoe9yC{ZY60@34g)KJoUm9%cN&3(EgP_2_2zOyLWEO-d|RR_rfv@K8T8I=$$Zv8r@2 zX5bSrcB~b{yIQw#D}&EDUx)*EK+&*>(hwcz#5m4dQ0f;&Q%VEeE%#i0cG#C|Od{k2 zB5#zPN&Ki)5!dswlzZLkKTr&-zCvOWS{FBg*(kXp+(_X`O9IW!JzHNiqZQ+j_;83ldT z6Fg8^#6KxG^reP&Nn_SIz~~_Az1=IjpOpGipXP>M9F5M1_i#p_z_ri{#w=m@cUnmp ztfG^srPonm=#1-nO#Re1z`=Jv(Mw;`n1dLyyjYTcywg$W)KcoyQs_+noblns)?hh& zATxa8X4jq<#>E#AyauYn4(H&BVr4=D3{ z+R4wDAc(W7hZ|IOFk;lscw69i3O70zDVEF4&sE=n%_9X27&q>NRn9OU@b6~aQH_!y zKT)WTCZrDP>YVRHrt8M0rL=`!QZ<}*tY*#eLLk(Rl~T*jRXwoM$SKq>_>=&|8FSj- zlPu0XZj0Kuyw@OTBHs5tjT|$jbuq09|i99J8pDpBL5he}hn0(>uLg*B~IPsQ{`)wq6%=;a{ zj!r2!hHVXt*q4=ONUJgiNa36cZ?O_!T(g-%tEHf^K?y7%32o&V_? zM~CJ4r&rRulIXKCioRgPH`p$p@xUT!MK76(S<)Dv%3}<|-iJh?>s&e*T1^jhg-EgW z2n|ZH_K*!e^(qnS`o1kM;?I&S5}tHXt48#RUN}7$zD74Qc!FVx{RF#52yv}Gtq*2D z*jEz^%+8>&@y}@QKm|VAwb|SkQ+WyX?cO%bPdj(?E5oemKa)|}{G$iQ)wM4=SD+z( zkZ6j#J=ozK&xnyn0)ZRo*r=9Mr4?3vY125#@A9391U22NW3o9>-cYFG-wz$3e2fnH z(e8Depyh;?esn-*b|#g_vC&Poc~7c;4uW%^=e%J?+i;6PZ6zo%62zTi0V9u?=*hJ$pvs1R=FBOj|XhtMn6A@9?INqd*QT|Xt8=ZV6!jC7QGQQ z$HZA^b(H5V{}{+2>vA?%9<%k`r;@Bzh606Ze;u8R9)2Hp1&w-=M0H+>xVqoBamlfl zM7?tVplFL%116mLyYsJ0f!ugqqy*O!#Q+Cz{-u!r$_hg5|C*HYD+qO9{-x5CXkwpG z+*1*%aT($A5u5%ywU*;&4tp9#1gX6&JIiaWRTg>MOcu1Jjs%h+e(=8DR(Cdv1CE`a zFjNDrp7`n5+@5B4mD4rNmlC%UQ_{}uQnCG2@~x-zV)c49^j-Ni5cM-aOp8$Q&eXE+)kfu*IeZMx1uD9Pnr_|NL+te0o+2!uQ$ zUGWI~R#C-db%w{fJYAhINQyf6LkE2cMX-N_Ep5GVb&p#~PSe(TnmIVH)A8FwpXu$2 zTL|Hx91V@!Z#^26KmjvaJE^ra6bUj^D%l04coGyBCseA4(J_Sbc9Ad3cMUc&L*~Z8 z7X+iiPujS8$2(xxDM#s#7^vb7T{n=OvP2!V4ZB2-brLrm!b+F_G-a}-Iq{Q;YlsRJknwZiehQq{W7A_LE@ zO!7D1?p5-Pw0*3P+Yo~AaPIBsC>r>0{C^-gNmauBK8o;Neb=3$YSGE5AjU;n;x+aR&h`CM ztW#$@NN~BZ+=euv0fz&(SSJ3TUs8$wsW+V79#=!0lnOJc(1Z5S-HnX_J`||qkQmFR zXyJVhPHZ*zYbBJ(7Ht`TaK(OrDCZvvF{wh%lw zU*VQt=fM3d?U%&lRZWaC%EkK!8VHmkV+OL=OF7#pCg>iS1z8~|l^?C#L+_w+X9l0Y zsc_1Mj`J%phRc^7fwQ6EDrZHROAcyH#^w0bNSafr5r6(c3mNP+YJ$BWeyyF55Cq_G#f+Da&^Wt?!J=OQs z&m=cf-~u1SPc-G*HR*$7?$qdeO{rLMC3l)-RvYj(8h1YmNOmguICi(a+gxG888u4R zl>Rxx?#KV_#qcN0$+_n_$i27nv{sBsNSQ9iytMm(sf`sRO>k;<2rS#9Qk7_T`Dta1 zrm>zZpFD-$fV;(0d*NXa!EmJVY5MR<*4i?03f-^D*Gly}4_6+ADoGcG?rY;q>vW@N z60r6wrBsJtyij^|APaytadSwq>A#3Owb@sIJqYCBL_(jfp?c9N!#-58U0GI{3wnwS z46!A2$1XOi=Rnmwtza2ox%DhNXC2~hA71r+MCHnoBOfT1eEt%g2SG79u==tJUtrw@N@7Kc8- ziav6GcVr{$fLy+~p_4q5lH%BCC)>Os)kmnoo^@nA*=Wz7Y&5%nHriY8rZ$fdl)B#s zojG}Y;S8!c?*tnDKWqfQQMuTdK}wnY+~nIoSDhhf!G~vSu&qjw*0dHl9U2NQm>CwU zWI<|h!9TOA*N8vrmYZdX`+wKj%~Au}b8@ijs?U)`%>$1We2!^4MV(z@B&rWlJ*5#d zT4`XVS0h4NK^-sDT0icrq+*<`vCC=Qf)ly#*a~g`gk!|;O8x$Gyh}G0{ZvPA&932i zzD`?W{mARmkT)ij;uBMJIr3zf0dVw6%%qhOBw5^6_)WtYdI<6F88oQ!|8&vou%jdF zE(J-eT}oP&nW<&N7&gSC<*0rYnTDtm#)~QZDST;}WDaA-IWb0tH84A>M~6(bDH!FA zSSGq(mivLhepzVwPb{KAHmb+wMExZWbC0sNMVu+CJhcH$^eKVMb7sns2Keyyp8hUY zO&FD1T>qR2NJrFT5CK#|Z70WPJfMr+3$Yse$dU3kAfxd9$N@U1@D^$zHJ zsPw>~LQ;xliu1sKgcFEr7~nEdLFVl@2!Wg8g#tnt-C^`2% z>KKX6!}FJz?%}Qh@t5z07kA^%#E5}{Fy0}Dwd6;+SUU^qrP&pt*m-|&1`XBpd%3$(;Jh(DXx1nEajRcam3Ptvwy zzh_0m@G)RhVYE3fm3jIjg}Rgg?YLS~1hput)>Xus8kt~~Jd$u5kT$8l_na+G8(J`L z=xoPoPgDIMf0$D}l)H%!6dRhDcJlZQp-Do&Fs$~LOqLT!b|l_m!du^6vSfo8$0azI z;&_{O@ZE+&4<*M%-5V&IA);76Xv8zLMSD9lgh>MGS9Ak+f_k;=R9OLIFd@%=`KUcc zBL7m7kENMII-B$*3|Qq{Q*7cxO#4oehy6fjRuMp!{Aa09PnAnlc?OKZe!fXD`5!YF z)=LgisAJM4b^@tT{qYmGs*@A78lkfa#j;96Hj=r;Qe;v6`>2yJ3?Q$s8~Gq?ue6BY zQ_v0#F#`qAIZ15?+&BNmc(R2#6CWw_gHd$5SGYuG8>+{qPemyMjiR^?ahWS}Ts^&BLkQU(5gpi%L3Q~ekf=&8f>H#j+ z^E$=ES*jZ-N3lrb9hIDV)aZZ5J?=E6$eeVsW0+ro_LXjAUM|a&WsL6JAmBsOxSBYH z>|e*X7gnAuwa#F&0h`}TH234t_bka$K@GfZ_%SiGk5Iz}+QqzcdfhCYgYyLc!*If@ zc^s*Dh>u#Eq6(z%(hN8nLo8z2FiE!n$rvYERZGb3`fJmobyduD3p`~wgloi?D+k;Q za}Isd!IC4yE@BQ;v3Brpee@9dW2Nf!#=(yDJ%KdJM0BA@C&7#}#B&3-DJt4|3VuG8 z!XhOltgXs9Gd!*);I%`Kx2pZ(LxbW9QBZLy;Uq$t>A(#m!kP3p+U$8d8k7t@s#Ie2 z#Joig$FqKxC=kYde?sfXJT?jw^7x`3g=;+9pdskK1aNniJhA-AS!^HfH_VBI__Jl{ zRsP^KawYRGJEyBIWVxNmeE0sKX@t5jh!$Y|cfo}WhmPhKakZw3LKP$Pw-_89>9Qmo zG}JSUK<($H!K@ymBu~1sw3LpCuLsf|0h@yiT*n1NHLZFup1kSzqRak+E6AFkI6TFU z#`F)oV(lnJT{B!Fx}GJY+8^r740bzmQ-h5xZ+I|}AW7jK0)1gF#W~2lsm>D9c$-BRmW!-SN_^C5P!w7Si z!CECByLok}t@G&=79Lb3I-R>sns&!$lt zQo{ci@NQ;VV&&K|taN)ugSC8Yne|BZ~ldRF{0`sa(+=CkoN||f+g_X-OKl|LxacYA{?`-29}Vpp0VW2 z=#c03NrsRF{Fl6`33;O1dMFbM!SVbv!36fg1 zA*8p19;Dx@r*zh8l?u{N?A6cc7jb(j#W#$Dmh{e5Gbqi*9~W z1z+F39}`zBF5nNW~|2M=JNel)tEe2jn9Ko4OZGj z1hQ^}FIDs>(pkX_MvObJ8YzrGEmz{VuLHjh{DZ*f1**U5J76U62S*#LXV>uY&KpvK z7NzQXhbIM}?*gm|8qf?M(OoEM<|dOIGawTEnaiA%I8r69iCI37R2K3=;IgHI-u+=M z`h~!@5%Rvydm?H&qPpXW>eHqTZ4rM!@D+@1!uHt1wb0YqBdt$q60HR2Q^>hP!w}%}D0qbHkhUrbbPOtADNfM#B9Nz=V zy2a^maxb;Pt#yv*(=DSI8KG&+$#`2Tbp14vW3@1=cdzu1-2$At6ehaoRK=n_dwvHn zsXcjN!^K`|Vf53Z70vg24#DWh9FdRQPV9tkI6|vH@|OYNJ-Wx?MfTa}De}MEdYR67 z8adr?i&BEoksBj(&5_B&{?VC8PESs+RApwv3I)!Lk!o>WOeX>N%UO{~bF8ttTl1rS z;zJ|EeO<=H-MTWOWt=5-g40pZ*J@LGB=yt##*v6+797OCtnUbMc)FM>^;!efX2e{> zDz%}rg^@MKhj_iDSbtI`y!p@Ei-g2XYTqu3zfeP-@Fjmi|DD8Q^%Ua2toPu3TFYg0 z+EeY|z}6SOJsE#Y<50YxKFQ3I5rExq=K8e$7+_LH6GP7x!#VULw-jm1aYSDbLd zTGViZb|X>J%Y%6+o{lc5djQpir?d{(h5r@Y!IqB*wj3l8Zn1q+hv_ts1I9y-YVjla zo4J~(&*V15C3g{X{b!J|71z_RUXhd0kN!~-oQy^!fvtR+3&y8-*#!YHeiuv$`GX&l zE2KAKscok0n8*tenLN)s*IHT2ZNu&Cy@gH+27ckBnHg-k=gIhj%PV)WqaDtW7~R}p zfKebwf>4KM8M8f&1Oz3)pLpPGK+}}Y*>)^FjPgDd@tYQ9+s<|qGONB#B2Q^< zy=0LPed3@U>xgf~tjOD11r4LN_Mk9DFjoL;i#ad~0ddwy15a{%i!M-bo&}RrYVZ_< zcemJl5$B<+Uw?=4S8$wI9uf?Kc`<1H-CCC(Tfs#+!_SZXsf5TnSph6Q>;h#Gw#3J=^^{&rVFb?1G-u@{NPHcA z2I7tG7rd8j5E`psew`)8Dk4P29ep?C$N4TKnKG{?2jx`%lIj#s{P})#Apkm6D7Q2vPAn#1R-P<3*61P>!Dc4kyvOR2+*U4 zHY}$t5BjYkCOHbt19T5}F8mi5fe!s&Go4W<`C}isb0|!izQGAXVRa z`^x_J?3`sK>$R*5UK#vIjBOzj&F=BP-*6FWKFXt%TsGE<&R&hQ`E^+PwFBLbPK~s$ z+DF+&XA_@CzyO87MO78NUN%*l6N1U|<2f1(eT>@oKXTc}D*QglDH>DsUA$V% z*j=$klaO4-Aj4ErS_*uQv2{o~?u1dxW*J5P3lZ3wGfu1LCWwj`l>HaGhsf{r4M+A*RV9lg_w1I<>4dL-zt3dbF@b9|TsKbkh`&O|BTbJr5=~B@=Mpx*P#~n}N zX(dPf+)_zZLW;x_!`VsmX>!y?XTLb{e(Qo#MFu^Wjhxqgs+>i2z06e=hZqXnt7xK# zh3JUC{yS&__H^FH9Kl8Umgv9VVt2b=k|5u_QDt2#Rukn)O^C5kjCCEhaLO-U-#g7J z3+WqR<`cyaLiS0$H52cm>I^8C?^I?E1S2R0#RT6_(4o21I<$yjGIB@E%Xu$i(ESv) z0v%IG8{n3O#7YYh?64J39ZGyQrK39}#Z?y(g*lF~Lt;vaG%*P^ zK=6@DvY0lzI0@o)=vpSX+a&u(u5}12-PN1jiQHV3+YeDNBM|~oBjmwm$4i&kFa(wS zIqFJT#H?JZdHTy_o@a-~4w&by#(ZNQXU{)|`9ueUAWSi;_T7YF%`Ss@2%Fg?w}y^r zZQq71L%M2N%hC~u$!yu+5;fs?8cNxgPb=ZV{;jN;Xq9#He0AZ?ei)GyqjM=y`pY7w z=!D{$;>s@l4Xm(!Y+PM=f$tf#rgt60rmV6{R(l{+)eY~Mw^k9ndI0AYLMzTgY!%g< zCDSM`Z|q~FqVFjCF~ydO!5*f1y@~H1QyeoorI>;KDs5cvY~xjcB)dI5_Tvm83DZEv zbKV~%OIN%D(PNq!!6D4mZ9-uogv>9hRqbRv7XO5#cTxTl3)I8w#AE_ivxIppHb@sf zh-`EaNA+XT@7veR&cTa`MJT`4SCqd)Y}Ncsn{2Juj?Wh)zHgx2B{gzzFR$uQ`6>nx zo2d=_?O$3j6pI!JO&4LQZb7xwexJ()Q9Ya`w5I}Es2y$+;p!*WDfa9{3^0)e!>SSJ z5y2q)D12^Q%!;kA92L#0G`|gFoAOF=3g-ZXSRr26d~PUT1D3%F;*&N^;|os{W4KAN zXH}%RWx88YbtMKF3gei^7E2FjF~yfn0Jo@mbzddnPYr8)>6>kU7b9_Cm}gJy04g^c zLuU5qh&3-d8Xs}t!Xk5&78#iEGZwaT2gWLZOF8Gf4UVruU`FHw zGvnQZAcz7|;WYp}nobX^XtkR!N62%vU6IDu~98))cKC{JT^YXXEWH&2H+DFkc{2rstI~Q*7`Bs-x0KXS8 z#}TD6eML2>IUsU9ct-r~zNX)q#G3j1y5#z-{jwbz9H6w?z(7H_Um0&o)2% zxLZyyKhk^Q^e35p3C8c^K%)Msn+ITpN1-18=s{6zkCp)ubupc1!DvgWkB`itkqg%# zG~?$F?S9@4|C2hcu!B|aY zjUR!qkyomSV*+$&|BrSQUrCtRD?s;0ZtIIOBDG3}aGy}cf=tU0wj5#sf#D&V zt?C!5iHh~;9QG|l#hooaCGG<4;e5g;Lc@sIp^XTv!7XNKhGrV`;vvuZaHg+}2z2g6 zLItTgmS%M!l88UhZ88J`AZvsXwJOAKN+=&O(@1za0Nc%F&ANo!qb70f2K&}rJ{`8D zOeqG!4W%85Y9wymogwln;{d&8kubd!CxTT@rUY#MdQ3`M(-`0KDssDMwtEP}SQ2h~ z9Y*-ky`ifpByFiIOYr7_EJB73xWefJqLZ0C#lB|;zK0bSoMH!o51xfHMdznd``Rs$ zkKPGV-^Q|AEyq^ZY}b5-oTHxB>Lin!9A79N5cItC*lRjr5pe9NBSoNtvqr1ADF)wT z7g65;6pPjx1X9~#*a6Sl&JI_^djd5FA_q!TAWP)czjQyT!UHv#6d!0!wl30eJAn0; z0k_9!CP6(VqCeyJ#d5$}*_UA?|a<)T) zi?;!#(pze|R?ks*)e2~Kw0pZuRyR+24NuZPkE2B08f=Knof zV8R%L7m0fQ5qs+~Y588re)_MR-y<|5q))>dak8|xwV#*~;s|h*>wb6m2umEdF1r}dAW76R;bbZ zX$4&-2lDFWOFg@w1BQHe^YR!fd8(MOdcz>=9(eh-wx$%ZsNza;ptdg*z0>tdQYfw% zf!}(jVd~FV&9~YGE+GS&!i4ZwJrd~LGx5LIKHn4jV^R^Hb--x+5x=|##LTAgGD|e- zaVdDdFIaMCMv|I@`CHv??kg0Pxi(S<+QPjs3h~fg@JSFBiO0lmDz*jL5d40?g`V z*mQLWM)z8cb$ACJ*Zv|X4D1^y)AhZ`S(E3K9t(s3a>mytDI@~0W%6EIUDFu|p}XSK zlM-PX(&p893AZ(umjoEZ2Jea4Ka3rS`8vojy4WEIo<@NXQhXe*AENbmltX*y=Pnjp z#mvVS-;8+yw&BDo%t7dm->;R3=A`jmON5-DWAS;0jo32mSXpApaRtgFB$CIk{!Ny< z{(HIg_olP|;n?EuDbwFW*N~epf02bXS4wVCF9WB}M1Ngfb_d-eZdTh?v;(%^bgF*7JCz@MJ}F?#Z+<}EQpl-`(M0)PLIf)`#LTE(;&#xUaX?b-K?KG zgoh7SQ(0F($=JTD3Iz%8xeaJue4;9PSK$N|8_w!*IFr3SENhaTJhCf1inRUq*YSJv z$#)+l{+6i0)gx$6^9vuqd8oC6rRq)y8QA<>vMh4T0Srm)K`QEbY6b*N?xZko0Maik^-jxQvEa)4yzaggDWJ-Pc$33#`vMZ`L z!0_`W@`L9^#aqoIKPK%*wbp0ler4I7S7I^u=LJJ1Bb#EQVT&&oUHPtC@l;>`Nnk~+ zFIM*6z&i;f9^57lCtP2=$mC%7o<#_dX2`obAuUQnLIjbAP6wV9=$BVtSAMn(SR3xN zt?ZP3%E`^k$)%eKIHf~=V(}#J44R(U77tSdJhmlTIe7|PsZizlOwm)MX-p{|x@W0vtg z18#2EJbl&B<2dKapwZu%!DH@lrGsFls`E~I&8n#;&udPxhBjjt$qp4dp1}u}N2Y=O zR{z6djMbeHz4WfP&R;tlPv&WK{x14?g7)^n$u#MsM)pU)PZcE{b<3+L%DV!ZcNaC5 zL3SrJ+)PPZ``m7A$&TMT6K&QTFI_BCR~q#E+s}i4PL)g4kIH~TEkL1$nO%<>My(ed zs$HdL*SH0qoyxvCC2hRC^jQAkyu9(Dli|D3v1>%ku*=}I?pN3?bTz#~k;yxZTmE*Ch z<^4BnA^H?z6?v^|cKGM}Tz4TLd?x#P4HxixoPZP-Xa@E(0y~C2gBb00=7HlPDg$ICdwUe7P132IRVE|>9U%F5Qo#cy0g(N z`Rtqgbg$F-V0J50E6cyW3-A0{mChN{z=03lk26c~#|ztJddu~f?c)KxIqfO%qB@sj z_qmN_-1hQ}!<-Dk;Lk>XyK_UL{>;{2zR@o302$>yef6|zbTrxx@a7+~M9DI%ZM?UW zz4P0-5q>flzloH){`%=gVU<*JMDaJs3Xh<|3w8YC+4IXyVa(>Vnvxqh79K@5}+g6@xXdM-~9s}QBT!#C;R>HU5UVd-+v*c0RQs4GK-d-v7JE3*1#uIRs`p(-tH!qY+Uj3`}Y{iU{ zFH3}+iLn8`vO_|n#mkE>et-)VN|qtPGTspm7pk)Hb=)_iB}T`M*MV^1Jw~=;Y#3oglx-V;c8Xy^+}o2;6X9WVq94Jxq@W?lz&#GkVP4W%%lZtJz4# zS=K&O)_&&G-^}0?nShU@ZhOl?hMvnGVa6_8E|rp8GC$GD>8nuTIdazjR?W?0SJ#*z z4_wO6B%Mo-$$B9x%RGb}=F#PB&|Ln(`7F4PF0=yL>u08g+c(Y{Rw9RA5IR>6`;-m> z7s^~tL=R3y=XQ*6JSo3Mi!&FN9<^9H>s>*IO|RM_OwH-0oZSFo!BY^(>iz{TrFHlG zVrSbTf*eS2Do-X2mIE~1Z`hLa!o?raIsI0K3OZ;3^{7fM5u>nJNa{`193)tsvv#Ao5L(J69N zsM@zH;6i%x`g{jM)i&N^3HlLyd$;r5$*9cfW~v-5>o8uJ2lA(g;OmE@m2)S9drFn_ zrdV$_L%lDSvmtfqeBZKOC2c`gzWr{J1Y=#f&+sXFP4cnv0(ZMwEWZ?Ly|U5iJ>Vn>)~W}@Swzx^dD&3E3OSp4^O8TD!T zACCf^0Dr3h#Zespfv_+DI1QazLMI!BK7M#^Y`XMcJa}xMe@VR!=?z@67S1|ZgYH98 zf?X!GKW1X5AgRmd!2&lv)S)y9n;^YBi>Z%QCU5~rSlzjH#*MbP{bF!2I=Hy~4)?bZ z{F}d3$>pIsJ1L*amU9X7Ixw(>h(E7)osV9IfMDte3$CqT?8o23iM5oRt(o2z;NYp` zVEp`_<^`^!fL5bLU}me6J0ueu+VJ^5YyVW46M~5#@8qo|u*~V#ui$O2_#n3=-Zk}) zddhY0sFdMnjTt@ZApG3@F4s?U^JLeE5fJseW^T?=D?X0%^IrRMUmt zNuqH?5jMg}^G@+>A9pES-oqsIrChU}@`ecTkya~7^n87;kQ9ZtK;79dwAwcSO}C(kQHlv&%`FtX>Pki#v0 zCkVOeQC6_PV(I70564)rUQ@sslLF|KqqO@>EIE?=f+!P zZJF(EK}+?^zuG%Jj=o>6)dj0M?C*U+k&Vv2PzDi65qOH9656^tGCDGb4a>rw4M{8V zy~%O}xgL$6ob>{xI=l0db%N&WFJHOE>s$f85sFMt^*vhi$#kuWy;K=>V&R!LoELof z_{a*=j8T*sReKe@)A+NmL*g(qxY38l|5SK$Q3!r!jL^g4h1|4x&X3n^X<6alh&-$K zGygH7oOI{hPdwLq-A|(3pMmyu+x<*-D{YKGoug~r&yK7Ru+g~z+Y*bpW>Cln|D&Sz z4hJ61Bld~R(Gx}PM(O;=-W&ByMdl>a8!;b{M1$J*$#?HVU{*36lp z-8IMFztyuBv*wpAyLw3-om@^gqI#Kh^ATs!ChPl6tqkidUN6MI#{}_ zGbM`vf|nv(G{`4uwbs!kz4t-Z$*31w=T+ifi0?(;2+jB!;!_K+gWH-P0T<3wy2KaQ zc{X5k@)C1CmGUFtr-1!}fSDIn1C)!&j(&GPO3AknhI%SXNaw7eiA8sAx4N&LtK1^6 z(ZS3`C{a`J+3tV7?@!a9=+ZR_4hZw_b|&0~)rNDKX_`Z91UL^lnzuC#fAcTvE$3gI zpND%w5BEcUdR4W!yuY-a39i}h)qpInVVNMQdPDe+lMh1bx)M<8ej2CB3gABNyu>LX zhl@V#(3?`_e^VAyTK0nf9)G^f7;novZ+Dlx+Xq`=hrW__24?>^_k|L$`)4%m7U5<#CiZ%;%Kv<086-|7=4wsvcc#fV~`y zht#*?g9@=SSssd`i>@p@P27%z^}{I52x`e}%PXIAs)Ps&CTC&x_Jo}My33cB!1ex~ zlXQ7MCWFPGXS-8EAs4fy$@Z>H{U4WfI2@Z6bLgl-kG>ya30-PWDLXUh&9p|r-dSdM zYr$P2cFV8xwnP5PR|Q-cm+2L;8;+jRUYDmYp%s!B^}zGjS!Br%F9vJo1`$?$or(jO zy{;?=Sy{vBQGZQ)%==AUT!BpHkX0}2zr4!&#c#RcvgGz zSU3+rHi8YSqVc)_tge0Oywv!s>+Pjc-#D=8p6p%s$W3=?0Q>wx?rLM#vzb(vOYC{V zOtytUYX-IQ%opN^5G)@A+nND0ZcXmz(L2x-CfFtO$F&P z=%hQEE#2DCyH$oC2Y_FJvW>|x&WQmN5Y}NVSSYVA6};PDTzvN7;~HJP4}p4>P3y*& zP0>};txu*vyM(wjcxwUM+f*O6T#?kskh~^c=lWxFpd?tjVbMyi;|v4kzXRp(>$P%% z_FiGN4$yem#gO$ydB_EkR4`*{*I0>o#gvh)ci@DUS(o6kQZ3!X5N}_T&ev^crvNC@ z_m_#D!wH@8_LpeE%kYoh1P?SF*1-Dj^METsYh#;+dsZ^n`<1uZLmo%Zn1hTjN`hP8 zY&mE*oMRSUL8GtH$Xu+34{S7RbEBV>2V#YCc-+e~p#&$0R|t4^-9dNV0aT(0a5iE2 z_u0{K>0qEnM=%|!zfO3)08XTk?yydy#`R>i;l5vW+m z2b*|C+$ zF?r9jtK~SI_+dz$Vy^v)-#_Z}zevq12Y-c+Lt8hzcBe=G0?RZt*|T0fbLOcMnhYsW zbLOt%80$`D^*f(8hudoZm7i_X(ps933SRZ2-)#6#-F1nu_I4&|#*Gsl4A_bIGl_1# z`?$*Z>X1xpuKu#`!`hT39QCoL8?rc8379PJj4{YV&0nqUO}zxmG(x9x2`Y6bq|r59 zr+n{|>5<6j8)R38P!w0AT=xN&P6RZ5UgV@qJVLeG7I3 zt^G?3!jX4OFs$ppk^^g5Q?6EK6L>mPOWD!+Ov`6h{$^0Pd~%$6+c zlmi-prT?_Molm+l(1Uemh;Q%g|B=3%aZ|xG2z7P1W7_E46^5Pl07_-f4hK^fBRB}` zFcWP2OYHCW;8ng5?}M!Je>x4sT=-gIcgWdsce!%m7PQ9XZyq}6#{wepnvgTfX1@{m z+9GkS$XFGiI(*zEKR||FFLIr%Yc~4eeZ&~*mOHKY&*>UXf*9G_*ZIAiRrZf)+;#ao zD^JJQq%F(q7UNbbOEAWl7_#W_N-IRZeA6iVF!TEM9P0IT;@1nntH17NN_cF3-!;z@YpYxg3r4?$&(f%_N-n9@u zUe4lV%PC=;CpW8yJRdr4D3Wr9-}7^HE&C~$5&|?ASmx32_@iRBqOzc0dV82f5p6xk zN8{hZ6d+!qU8Oz6?qJbcux4T0L5>sx{k84_^mHRU!fc5AUprJMHAW)O3iPcb61^vol+2(Icjw=11>TA{I|I_FV|_5kg_kI+$SZfIHB?ox%wkN z&%Vi|=qY(O1`^mGZru!>1yCSf$|lfVE_Oz+FZw%aFx2(r^KF~%&QkIO(E!zp;4kV2 zyl)Vaoyl2G-3?;uXyDLKI!tKY%QxZnCDq2Yz_}<`HH=Yd1>CcvCH(>kTVwrs zmGGjrdw3;PJplka9xj`qL~Gmd8JKC>$pRIh zY>5(2mlAZdL7h!nEtMxwCSo^Nb7#O>U;Ofht^?hS&{dX0mhVneu@=beszmF?W@!|(7uAGo`>9u}TlVD9-t8sJ7#`f}!R zm=I0N>jFEzbB;&1Dz%q5Qk#+-Tq**NM9s&cPqQql^2lQaQ!`N!8g15raKjpMqyTvG z!JEqNC0PY$h;hG-%RB4{claZAu-jYFH*Do!iaeuhc!yS#?9BP0Jbx1by;O}kRLj18 zFC8rk3w=CzX!QR{geii3-QN6VX5d$hr*eJy1{vn7vqv)UU>Y_Q;Ygi9YO%srd8?8d zj3Do2gC+59idlebpMN7QH<9G{JwKsg?cNA#8*WUB^YkiPU&oLxHG^CaB zCSN{BNHvokl>ckaFUpD(9+M{oeX)`4laeHxQd~o73Z1PUS*r-pvdiGTV;t!CX?Uj_ zZNAD@fweyDUX2(`+=fPBQ8aeidp)Ar9X(O;t@V=k3*g zzLZZ*mGh5pcx?dt8fRVc@A={FN)@%=lSZ>)4Y@U#eF+#?sWfyVn~=T??mtF++(JJzO225BPz_Bw))-48+D3GO;U*f=cz-r|7d6+Qs8wg5WUTnKf{S(M9&wcmpFMYF zprt@TS!J#@>kfsW(h^J(@CIc)`^o;C+fpZ~n!nxrJN~axOzC?)LkF5>#C|jJL6LzD zi6Col`cZaoe|GP|negPN2fs;2IZVv86$#*6o+sMkgzWGUdh|tySH*V3MKF!Dt5<3 zGw3WkErJPqS7$8K2NdYIH-;{fR+=^DCjpwygMLj?_U>4q%Gx}r9Gg5={QMd}#&eL) zJRrQ@pNqa->y;t=Hgo4TJ9QCzvNr#wse#B*%-g~3f`D#wAn&@m==4i=Zfft02C0!p zJ|#*96%EsIoBZGF01U&&Z+a{~Y>k~Aw+;B)f; zjG0wNx`%J+eW!enG&N(kb|*(Q^koz-9JQ6U#yR_L(PVyZXY8&;<)pj@(SeMJx9@4) zG4>gk_uY3<&|huP?3su9=5iwmw7;#_9wjMJE;UW=(2y!w*+W#zfN$hWK4Vba&n70QgC@SWG*X{Ur!WScb_ zc3Z`NpByrHnq6#fE~2Jf;~;(T{6O5}umR(h6mr|9vWRdtuhOKthXiVyXnbALd|eXz zP5!QljdE1RzyvqL1Rk06>g&U+5zu^*UN%3$I|XqsCPANTdL%Bt$iAMWE_X*?jG>oO z`dY%2W}iG_Pfp|lH~$GY1A-mKMLZgfymC@~m3v$;BYPDW40d{iiVrlp)Z;(xq0LeW zT=kaxro~@^5TdLmRK1*{WpUo#ycL3wlZtj)!~W+6f9?x2>oN0iQCT3VEV;k7Q>*+; z!h8K=M#lFIyh}5BB2q!*Vu4YYi5|bNr_Ol#;cXPzPgwyR zEtiYEcOo*2>^D<8nKsT4eC|4S=v~2oEI7l>AHs0z0SBp zB_4#lN66|JdKIH$jBKqmJyw2CqRNXBjWn{1xm?>7=KHqZFqIb_DS(W*-`KXjWCEND zE`1rMv!r-uTVANioF{z=@^H|LYDD2Gv;bmU6yv>3B+{B-v0AFV)r*8U+{zcdA~xcm zNoBJr51UW2lAvZ9KRzf;B4D{id!HJ>(Vt^*V2vC=(Q-rugr`yawOA7i^k~R%oM|Jh zeOmb0a(28(io*N_n5Z;TWM7dRRCX8l*p<;J`BMH&ll_XO`xuVnbdqkTFK6F3=g%}K zle3;bd*{SNuAM~~_1&IA{eL4t+EkF|`})|3&ouivcAih5u`<8}ricbQ*5(&NU@?$d zjc`J`O3vy$_hK5|Cn9qb)3dolx1}mgf;)u+tk){T1z5FDpYSgMR-jCB&eDun*;|uA zrs1Bf^KyWnb7VD==AV?B36;gDZLoG10S|d6ctTi@*OVOYusGT$dE&$@5%iAxa)Dv9 z-)6xO_Sj}BCATyAE9BKqNQ{42yw`TOUN32PqD@=Rx<$B!c^(BWXE4Zd)7q(We3p%6 zI0oY;)YjuA+2#AC`THJjr@ZP3c>*y)QDQWmX&wr3QCU@3Cp z_6ph1*f`5Gcz?rKykX8q^le(hM+^|0{(uE92^hf@Z;rLc)O`U?XFh@Vf9#GIxYyZQ zFL!UT|F%=Ur{lqIo%4G>>k$(q1nE%A+2M)D#*dMI)>krCVz7K%Q?TF$D^jy7K3 z_|qOqj4Prz5bX8`X9A;QJ%`O&HaKZep{)6w_n;W$_<|&L6O1 zi}`|W?rS;1D7<`XOqDtKR7NTz9A|hPW^hZl`XUZc{gw2bSJcscq?d82-AB&vM0*RL zi*As1`Fvi9?=wN`!$~vgr?v^eZ2IDlGpFmKyZmQdJJ+`6^ z&z5fe?$=$;ZFkTbr~rq>+s-`DfJt!2o-w>;v_jEr@z|)ilyKP^gvJ41GPF0s)D9zbuDtDH!>{L`sK zUXR9M>)+pMqzDQlvYE>K!w{MGq@pOv&`jHf4+SK*1Asg&_K^N@fjatAhN@{w6V zP^9j#l{eR#`hWzAXG-{Q6cYXf7nS3Z_z>DVlSCbYkvt0{M~r>dmLH#AxC_Y(;obC% z8Xs07QS9yZuuYM+C)sS_mZ0p~PwE38y@N%ZXB*8j=)0(v9d8jlS{ay0W=uv!69i># zJq3DbbZvC+3>t8d`f{dGaS_i&ON_{Uknei>^bM4zLGr{Bx-a`=uh77PZMNn0`pX=^ z0uvSkVd~L~xYYJRw2Vhm9a^`oB3yG+2JEPwOd5yJc_V6c_+&+kK}>sb<0M1 zU(d)yeOA=+9ydmE*xo@PO(?ft&K5cU;jmD3FFJUJ)>jg7Tjw;eyTMT&^K#D;2bWWW z9ZYyl&>Ffhx-cP@Hk@_;u2h6L4f(8y*@!VZs+o$Z&-$F+z~VZGr>qF(c){F1Ml&7b z9nZO_hu#Y|tb?HMz&mTlk5tbl<;%C)P04UtACr!o9f|)qZP%yd2^rfRKO|HSN(>b<0S)qa$9`hN_y1=A_K4q&y;w~m{^oa z*_-XV*hHRjx}|F6K16V#Nr$S-tOlCh9Z*(xLB4;-N+ zeuDoMwP%72+W_;s7DX<}ei)YXOSY@1j)AB@VI-du|3_MrmEN8pAdK2^NZiJq}dsy|JbLVp$I*?ZkIg(pgHYlTU zN|9R~3%whWY(VW)Ka^?7DA0%OVJnqB#`HN1cWm)JDExC1@ z6__;sTjO}!c6E2#Cx8QM_{rP+yv3BhN5 z1Wwe&M;G}ldpD~`YS2K(PCoqQfWV-Fkfy-cx29BqKJuWg`XX5DCmJ;32~HJz*U7=n z7Po69SUK`IyTPjHA@s;B>nom3bIz zXaZ}fw%84u_{}HdE8ceSbO-rQ|0mL*iY<&n;*baHswxK6N@qh{{^j!>CbppB3~PTD zI-rdHyonk?cT95dQnUBe@U!bp7SvLhpS`WED%l7X{-v$DB9M9bETZq_huGo=EB}LS zK%`tuzHKb!#y$fBuFSYa%Ce;grkLgffBh71jQ9UEe}DyqM_~J;j2`%p?dAAm-p38! zf(s6uX(#>n4RZLupjQXe^m6>Ps8G&%YBs6kUV!_vpC)PCBcp0biMvu{@pY_;McVTY z!~%lz%gwngDoS%}zzqwTul~H_zP@{s!208-2N)nz6n04BGy#*#fVg4ocDQ4x1a_IS z>qp+zn`9om`@Hf6N0!o@WRfJx^D^-uh18mZMH(54_ zFfU4U-zXuGzHBX=3K&q1^WOeuiNQU1XJmPC5Qn5-H52c^T}adzIkp>oc1pB?%4NWP zrF)|87-}d^`8&$7IrNU`_nhxij0HW`?CmZ~u=ZRafxJf%`N~wLP;D!Kze=|VT^hL% z?VG=)h>w!Y1-#8Dd}(5m!+evgl4D1w>o)Urn8#Dy#aWG$>JgF7pPUeZv7s;A$}=YI zN5Z=6>pB9Kq@(71_cE;yreDAS0BK1Rd9nl!XF05aD^sJGyy)5V@Ha8lNr-@e+yX7?TI2evo&eQ1ju`3* z9x)2llB^J9vUZ+2eiD$=wDn$2G{8q-U;wWRcBqenZaocJO?8?+OT!@93^IH?8`d3&Xwk~(#f0_PcwN>l4OjQGim1O&A-=J%VVHKd2BdgBH^-!~@GOB?Ah*YQa7ds@9bv86N7&BUeutB$>*98I4_>-~VqV@YVLVK(Z&xrf zSv7a*3oV}WBE~++G*akes|qEKAj@+yo+FH>=`5$|YASfzD|m1^OJonuPR=V>sfC%N0N2h ztRTMU*ihf!StUCS>?Z*YYI)=A80sTg{|wu3w;BVq6u0(6)M1Yd!Ey^RKn=HHQo@+RH?yap?eY>bjP|UOq+9PW5oa z%-huPLbU7UB@2@Kl()1!99y}B!-*)erVGY@pK$e}75Ml0 z$@v&$S$+n0xEzUP>x{pFH^v?}Z6IPzO(0CnxY2S2)pKmdx9i zu}B$jX75><>X~(cTFu>&s=1TBpr9}nT?88Z_JP1G1eG|&JoI^kELKpFFS=PQt}mJ% z%%Uf?D*1v863%xRhfpG-$xHd3)G_k_oIoth&6PrUy5Rf(!s>>k)1%jNjoO9 z9uQXJbJ{1$Mrz1qr4*dD+F=GI^L_$(mSA&6&!_t)r_8NFb)~kfEW-kszXvEB?57oY zV^}BWy{|^X0|dIm@H%F94@4Jpg9psTdjIyWQ9$=55XANf1s5 z0Fu0%tw(|(p>*O=2BhZO%!|h!jxdRl#2Q;g>|GkexqU<03|uk0$@z~ELv)@dPE^du zT;#qSgP)+Mpb56}&_S2p3R{UQ0F9@vO>TZ21p~b?iC#dHj9|&Es$eQyQc0H`Mh_jb_n|KGX{!GwIz%!a* zq8?Q(IlPr9m@2R$FnAW@bofVAc#oXufcFFENT-*;3JvJq9^tNw0n0dCGB6@hUtUr! zB7OB7^!mrhwA_;TAF%&#suiY^!EGB&v+>KG%>%Aj|0uvp#HJA?uKn9BPv8lgGuEOM z&|CPc1&Fk@5bST&j`Pi6-j*8NmJ+ticz*ml3U0nR?!S6peC4w-O4IT`@Xj`mtV+$W zv2rdGo!SYBU)*bXQ_QW+@5AZxu6u|Y^xXqta(BVlTePCkpu{O0VE{gPx!n9h&w;K0 zUahF^c;WF&FbZU1++Hg+IF_rD!Cd*Fuvh5vXUb;G{V%Kczc6dP7}R=k$5{t`&)G>N zz$uRM;fQ4o6;DCBQH6wxF0laQ-caADoPeuQb9RxhS9)$Us}S-OchAyYZe-w$Q}-|o zVC$rYNo#P@!3e@Q8(d=XlrzGDNcbuO12k^V39JTI;2vxcL#r(i)x#cPRtvFyOY~i? z#zN38kOra5ts+vf3E}PBjAvv0wpvjnRQsQme2ef+7?U_HmO!W>)vIrNsgi3I1lDc| zk7St_uZr9^5^fm~&}i)A_D;}*zZXK%(Yz-FF5N%TyGaaU0W*&#J^=ejb^7&7ELD9K zqqjN_s89^c5rVj&TdL?!p{8tqhCf8l{96m}iXcr=y^{Hv4_hFyd|x7Y2^o8z^pJjU zWKp!dmX7lWj)G2*CmimB8hwxAv=JY{xd0v8`W|mu8>AM$dREl1cA^-r#h*HNK<`i_ zmiqh-TTiUVF157gqh}kYM2!0tHiVNBh>$g3Z2#$J8XgSo@6{)ywFk=t(gR4cpKn)u z9%|oC?W2n4`L^s)6M0|<@0adr`yTz>0;7@_xDj!?I#xgb&N#pMr&20k1ctqbT5!ZV zd>LHfMo}L1#f{Q8HU1I&J^l$HKr5RL>ma*I7>~ ziBBncRhc01F+(ipK`=FA4tZ=ycZd>j)*^bNQdNellP$8p<=1aB^07DUj+wlD%k9|_o5Ko)wAq%w8SaquFotUC*cu+=75%_J#>>x>LH3_$mI>NWjTY$Tk)kStpkcPk>GT+S zj;m;?TN}$%bms1{=rPWgrS?l_cF@#+<5dv*SGhH)+lLa5!* zoV1GJ@c{}qyvs4p@EC5;uyRdl)Sj(+cU=As;W0I^zV$ou;4VyoJQpZNh6CRpmgn|m zNN)Y1K!AeA=cLQ_2|OWj{j??`zM<#XK^t1ADaPhsP{R6ppqw7;f}AzJq^G@GXvq8a zZs92MT8@w;jne_mGvrdx)%Gwn!qUF@Ff_D2d)XSpoO4p}0$K5LfOKV`+4_u)Pmq>@ zDf)*G;)f5}xE@*bG%s!xqvROlG>m!bh(Sz<(%yE&i#dASNXz|Ww@s1;vbmCV7$<)w zFPAb-<9*FuxLc7AMCrUmNi@}aMrDhxM#&xz;ZQUj0K*5(D&2P}D_>OCeXe%(${4g4 zG~IqyNhV~p65j3nJ*QxYC5?EHp@VGQJi@y&%qZTP=^Ko98g$1h_!s^;PtW=iU7zSM z&m=Pt#Z9&5LcMGecsClh&X?@PFw0q$s}T3dUFB9Y)ybGxk#&xtj3*ezO1Fm;M8 zd2#?RsvV;*7Ae$E+UAFkVdR^nk@Sl+wxHss3GWT@;N#$2Qhi#C+4S)ELc`D-9-$Za z;i1}4Iv+_qsZU?Bm!xeezLhp$_BI&3TYqod&rjLY_MV4ybN!8B|Ig4r#i8#k zm^sGII3K?goFsAn`~{HAoHo-_ZhTZ3#iL|UV{FlH>wEW7M6?RRluhWRWY5fEwM&je zdE9eBtqQ)~s({M%43Zf`Ucg+5@V!)&K+x-&r#O4Yt!%h4*7jC8h5jNWEyUwNGb~898~& zlsE&6th6n%x(m2?yW-cg{VJtjG_J~_r(84T{!mKDQY(WMKw@lde+TA;!q|>G@K*hSsa+@X|iLU61 z8-6M?wkaEPB1oI3XImeDWIn9Kt;VS;O8TR}Epm{L*8jAMG*%k0swR1NVzR~M)~SFc zMD5jT)e`vUk~xm=BLSjL;iznaMR*6v8T}Tmi}c8p_7s=sm3%k*K<6e4?Gv5U|fAV-=;fCo2kUpvlAK&`6I{A#DuVoZEv_ zDIezaN7L)M6!%+tP^pMElZJiv?&j3#le#?im9iwHkbGX>Benjc75@`LNj|Ggjhh!vU^*>yc(Fq2rO$ z6D4=~l5%Ev3`Yn;Ml)wcjTnE!lpRIeZ79Y3BFn=8Uo&U_&7Hjf#nG|o8J5I($eM`k zRgl2c!iR!50iD!%k&w=Nw>D23bIIWU5l=AJ)FkNw*liJ$FY);b3ieX?dnsG=&*mJWQY z`f{J(=i9sll@%-^MDT(vYvp>+-#(Chz8({<@a15d0$klC zm_JvRHk!>{l}-97@GjqD@?1|1&nNptbcRP8FT=9J^p)7HR*GlU$Qn#h+PXo=^}@k( z6|cZg+1!H3{{~l-#cfY$_-}u&6Y{Bfu6E|*+LsX$c*1T;i|*IW0VZWJE|GMKn85_L zNHq$9mB(A~UBh+frq)l!Cp~V9=Z}tJW>ortr^U9V|NL?r8C;Cc+PyO|V;=WTXXz~s zSzmn{Yco|CuP1=Q@8#7SO3A#fyNUwei}}sf9vKnGn!IAID*-0i@VS9G=Re?qc;V#Vuac6Ghut};J>~cWfTHa zZ*&#Kb`W_&fdXBD%?Bz92MG~84+oJnwpLu|vjafdR`@^^oaMDpqSH$@p*cB?0kEWY zysJ1D_q&C=!1YcH-)#IjV|7)!FPxGpiWYjvkYJ|fw~|?TvWC>okC$$$^I@5mAUv!8 zmiFcw|DmEr$oiOwpli;l+B*?%JooWU9?-)P&M9YZs_P*&92n@yVl~c6*7>d_`SWQk zJ(|>oVw}H~#3+2GKr1}ME=fzhE;;d_WlX(UREd2&?#$Fy1)brDU?eQ-C=b>{;OhD- zWhVA?*$@^7K3TrpP4M(VWb?rzM$|_VHme#N;$TJ$&{`GdBsC%AiqRr^0++uZQ^oCq z$TA(-(78t;lsfVNI;KzNX(d;-!De?$_X9-6KSAP1n`d`WY#;aRJs+dMDJEvinV7T(c2cNKd-07 zYFWCJYkFQ9$JtkjH9JXRC(mRAv8q4xR_-magoHC;ixZnovhlpDj#E7VQO9ANmK-fshY`qQDSY2nsBgU zTq(U?!OCj~ibe8mh_OFBE^bxpl-Gx+LUDQY5#Fn+)8p-Q`1n9{vzu!SRUp}7f%J>3 z{DDgpx#c%TDxo$e7Ye;LVx>`C`x3%DxL^HITVrL4 zSp1MA^C?Y#uZfakoMZkO`nv{B%fBn1@cTV@JjC6lA}eB5B1Q0LD8YMY~O5RZ$uZAKX#=z?CI z$K|+tzk{pMlc#}(i_6*(rl9bBYVr>4Yx@9&81YfnH{2Bg9zK#G!ooPMbL&5<4|sN@ zJ8Q=2_XztRu8ujDC!C)tnJ6vC{ag4mm3MQqUAiCo&t;pR?E3hWClo$K=B$3eorm&9 z>4&&S^5Fx`^58~ZD^@$O4xoPLxvlJb>5!3vC25`L0)-v9f7W|J_tN~#U)y%-+#O{# zj}4Hq(|LJIsBLU_O+eYxg`A0U7iOELCb|QAS)=-;Xgi+dao^(2{M(%l&5q>rz| z&ZnRM5^D9R4ELM0!G0#}rgr%El&*(JP|O@y_T|Z4Swaaw*e<}A&W3Nlkn(7r_H8&< zRd9sWNH61#x(-a%%om4tR+w=O?skx6U6Ww7XmPE0{R(RzlMXPr%D-Fi3b`ctOAmpc zg+8{)=I?k<$J>>xUGe`qy7qV`xc}efQR$|hgbI7QKPjYgXX{b&L`afcr;^-e?ze50 zRFrJFF2q7Tl*@9z%r=C@utl z?$1v;zo-+`_R#Zb+|ro?>RYe7czt+T_Q|~{0?IuW$Tg9K%`JQ8ueuCc=PwlVlrIFB zS)o`R_|(tQb^?sn21mS&>XjZ;gr`pN)9|dzVF3ri0-ViWX!tB_kH~bm=lMb7Sgq|r zO!R}$H(_oZ)gO1B=b?*6u{T^wQUfDh(o_>_XM^1x_ixX-(yvt3VZvV!-AJ|>+Jm<} zIR9w!wt2AL^UxpRynusu+O1n?PvNsu-qtr5VS|A4diHnUf4MKNo-OW9+Mak+3)k{@ zhl|!zkHsbp_pZ18WS8XGf%9SeQCCcy%Pu>6-Voldzmn#5G&8OE+QNMu%e~XnHH68l zIHR%DTf6gkyQ)&ke^Ff`YmRL}IwgYNf1b=b^6CAT+e1atS``PiPM_1W-zPHK58)!$ z+;4AjzWVr9wm(#71&VQ0$VFsQf_zQ|DVi4kOVl-)Ov2}vM}58>k{RyZ338o| z#(0|5|M6LU%bvC{+|Z>p@6n>K8oSLq?i>o?20Ekv(@Zvm)Q?Y9uE&MsKlt(oVc+PE z-J52MVsibwv}qmt?X7B$n*l%BGNxie^Eqm+VD<+h@0k(eD3nws`vNAVX@}{;uoIpn z?#e&N1zE||2w9N$h3^EEHWWf?ayo-IA|n+bve&mwobFGy>=yo{{096u-EG70gRA~2 z&Toqp#|P7G(gT9$W^uDyJy5zJaYHbmD`Vxl#%~vk5o>eg$^(E#hfy*FAV0z&L*ZBe5=&2BcsK}F z@K)!Ou?a$c@QK31{DRskv28olHokZhhsMT#gYNbxk!k(3~oJBuPkYrH}o z`3en-6n#NTr4(#TZo0XQksz1oBgN8r$pU9}o(7Vyf`Hr^$)W;_SyyEsj*?TLZRud@ zG??lXB-^IRvEECc3Vl`DQYYSHLQK@QByP4zu(Ww%NqkitLN5=@dW8DQTABe<|LI?S zrs_MW|NfnWs1O**7lafF$rG4VKT0C6xN3FeN{?YgQvFP0#N*W(_O$ zr$-=l^~r@QCNpePapTXgIF<(E@`h;Ih`b3iczfM7&7*TMB<)9%0w9OqnAeNqzJu;{s=4fJ%OikZnL8BAoaU3 ztk{)?x73GeJNbQT-FvhmO3*xDI@mmH7K8M~-%w)e48dE$tU8EZRi8^wb4p-DSO9Rk z%*famU{@89c||j|qPY@c50MS|1zG}z`U6P>CTn-t z(kc9+f?6sxWCmB`CXJ$i>r=?VXks()0yb&Dn%#f|VeoW|o_a02N(iAWR2yC(p|C(6 z<^oCU2G{KOKHX?}y&*EhNT1zwd42XxoQK^S&-b6I1BWKj`5NQ!HABa}gB`BsamSuAg1{n$tl7Qior5S=OGI3lGhyp`SAOEUe? z$Uv)PA;-5n?fpq_JNylPA%3cpk(uJG7L{~%Mr<#=YGs3uw%_7is&2fpenPlf)M7O7 z7Ujgx7n*0-+MHvm6+SL^TCkVCS1usGi8vj*pVRaLd#Q-+!j$d_u?aR_$-K8~YNPkt zm4YVDsf3}Y+?m|`28X=0d|}V2NMewBL@d@3{{m}~vsXy{pxbohGh;*jZX%q}CKDVu zd?YZj^f%kJ~Gx7E1BN82w#k!8Xuv2)f+I_j;<{W3NAAe88TsY)1edqVk=crd; z2ZP4!_9%kuiZgpzHvD0Fm!fKhYk8;DneeUJXG2r){aEXp&(t-lPAfmxdJV15_i+Dt zV%0_ZD;SQnKIEV-19v%|2z~31s(Ze!0CzEtG^`qWe3;(6+Dmv7;+KnQx?6OS{Xg{G zt?LaPL3>XRzwXqT8g%-pmZf~Cdvt*N@^2Ir*z}Tg`V4$Cq^PmJ+kOK(v9Wr14`Wlp zL6Fi(ayixywN3rS26$#{7iHR(Y%KBWa?I24mRdAk>zJJTf7>65l~AURWhLbQrtQx} zd_UQ$!O}^nQD!WfG^)27@XLh(=cblF!>-4s`w(7W#ST9crCan5dm*;Vo}!KpIQ6cq zC7jt>o*BCX;kOWaLawtBduU`{e#FnWQWxp48LE`S^4#n|-SAeMVza!9usjK!DQ%~$ zv@s{Be~^Je|Jc9cD(fv@D^fnxu$N#Je+|2thHT6iUO!+4wBSKwXR(u=j&6z5>B}O| zEe>$+4F{IJ;v>wpG*1&=VuP)q&uXKJRrluJiEMEHZGv=TU7t>wcai#LwxyQtB-p*1 z>U7*{#(3A*a21Q|{$$}&wEk)!*EJav&a#)@)@t#YxtnU@Qaag5fvv`TZ^7dU>{ICZ z+p}l)Pub^k9f0_Wn9%k1NIZ{o6k<=J3hz39s|6zLzYNSVB_GGWJlyt`dS>u3-h=t# zbz1Bqp^?FQ#C4a3C}J)$Y=X}>xk(ppMs{`LU7p!!mZ4l7vvx`^*6V*mh25B-##ZDm z>;b8{CrBk&kYbt#0xB+Hz6ziq*{TRBlcK5QlKQYius|Slx{FW^!L@P@WpQTf`dLDl znIHbo29@vza}?)!?c`{K>xAItC=gwTXt*zF?Gb!@$2n8UQU1WmZQ)$hpcnK;m(~)B zAdYbm$4e0CK3?GK>S9le+{cq^#RqsDugx?e#^~*Um9Bnhs7c z={Z+bsEUoP$%`xW*cZ`#mN7B7F3UYC2bn?8rP^WiL-Kfruz0c6xGZB45z~1kxka#p z_?PL(k3#)))O;8pVct6CyYl|B1)+WM!PtJz!7=ve_ob~Bqrym5K?b7AlXT2N30$g; z_bvaW;%J_${jwtea_`*9>7;Rz0slwr?CmSo7BpIr`E}CRJHb8_F=07x+4k(B3$yxv z(kOl5*S}EXQp-gP?vKOzJJ;*S0k{h+aeHc?#Dt-<17uWa`G%$R@d2kqYClFqZk#v$%t#NFL~vH2iig1y zAom6QIB?0Xh;#;+YXbxM1+Eeb*Oh6zHpgG%iSG~dX(z!ye1H@q{W zF~WLt{za-f#Kgj`<=Ty{GlH_| z#*ZAq$bT5KAWi*~Fei9d^D-sKDeUTmx5rwZ9xsQ1amj@o5?zSfU~Ua+9l9)%o=V18 zoTQ`?0DXOJ<-5uog9@i9Bbg5~yTx~_y%dGTI?tl-W;6Lo}>mj>z z=RN;O|5Mh>wJ10V!~54jFwP5!9lY+}*S)|+g{B^r7}wPgXT*UahK+56ygdVM)(kz| zdxi7b+{X@q82+LE3QGU9Pja1?cONHuYa{KBaiFAFm1lRyO^si^QBLbFj9(zVr$onH zkG22V&AwPeI}PIj6_`>hBg~6-V{O(4MoJFNx=6p;mm{kA{kMMV{by0d{+JrgJsM(`XuaaiVge95$3A2JxX9|_n6RYP)uVp@v|dB)WXMkO z2+=3?aLULteA^s$P|qr5*V`yB|EM#Jw*tP>*cqXcjui84z%8tG5ojl0&5%?`O74rt z?b0laL&y}pL8f_+clOc~alA_p{%N%OhmhV5@HNEM9C6#+`HYvuO!DV*RwD{ z>z0y>UD*T2u_XBl2CP^XAr)c@fTmp*#Top2-5iBNv#m;^WW!;wLH+{-JQ$6Zt<vYn2(5Iw%kd zzZqzoRZ*O01e7S3-dSAFMR0MnG@FY2FnJc6ATcq5!C#Tdt;lmKbs=c<+)A}}{Tkl} zCNBX*S;#f0NKZ)hg6Suci0z)t28*PwF#m7bhwH?`QEkAZ`H15Ro$54WWdG`S98$;w z)UMV1@JJLfsYI<}8mTv*r0u?ztR|a!Uc#VN-Ub-{!Lc<8IsdtvZ3 zGCAtxM2qUfyK&-Hi>9x;HD@2ps{bd8=2Mkj*- zm@Qh@Qj?M0Ut}}WS?n#?*+=Y}LN>Xj_bz}w`v3{AquY3>$9sWt$m9)U0f5;R11^A) zRAiBGXDO$428~{ieHaCUFQU=2D=Y0c0U(&L$r3)1g9d}9`X3=+@N;Oi%5%BU4NWHF z5uE+kIs1VSi)T5yZWJ9L_6bnp;uv^2LmWy2K*7y3QHi+mKU^N z(K@+jIT-*_%<|Ak4}2&f&AkDypJij0BU$G!sgnCs&;G@zPKd!JD556{+PLxz*O;+v z5qjgaM2k~y=SFyArs#9)5xK?Skrd<1Pf<4}*4v?qY5t!bM(jx%gKx4pOoODGe@>;o zYnt?DzA?pK7MYotfNcSLVwv4p&4Tl_L)+8F()>7AbJ+@Bnl^85Vq6!C%W^(uo->0# zF?R6-?)X^ZNL93(N(ZxnE;?4*JR6U5oLb;D8Ae>oqO>e1zW%F{F$29Wj_>$<$qf__ zd4LqAL_TJEYmBJ$x}vJt3(vIQe+1ojGx$(!;mf{Qqs6zi9MhiZK5mq$e=luF z)8*yqLPGj%Jh-jW7K-z+be;bzOtJ06JTxe>Vr^usH$m}3Hge~FK;{Qae#u-5MCCkh zM=w0lVA%&+fz~EiJ?=_dN|}n-y6*Wh&*rZe54<#L7iwn|t$|Xdm!jBJv((mGzg(Rc z>qYJ_y+c%K*pb<%%NITlYOJ9idf>bdIT}a;PUMqq1uwJ)FaO5PYKw76uK|zl`lT_` z97>&jTlO5@OL0x}H8tKc{MaRgRNg$UGDWqq3^ByTt1CzX4myG9BYVL_u81f6wmsd*6Cn-CkpLm7G#N7 zB}lmuMZ7Mp+1^@mJnN!${`TRS*nyRw{*EG_vlJ0}kFqXz-bas*^6x(}>+xFXn$hP8 zG5+@D1SkB2!^3oqbc<34wB};>YF1L^&(AT0w_4Dt+WMtw@p)xRTug_30pi4pwF$|VcnMq|Jv z1Fn-gCCkqU{!1?tmA&h0}av&tW}->Z5@`PA!!_q{5GsN&$pt2*zF zkC=punxBMwIo_4bbJ@z#lZ4pHsQz#sO?!P&+RF>sG*;5_=B%y_&^RReOrvIClsZ1+ z4^}wL1`EAQqF8vh_xt|8&Z+9Ut9n=M z-Q9bw`_kG?90dc@;5BCj_9-qUFD%QTp`a|v@YCJd(TLH?$=(iRp|ib;K>&&Jk&$p2 z%(+|EtXte9Fkm5BLdaJm-Xu7X+!WQQu2)RKe^ihVJ^qCXb|u5_lE_EIraZs z_Inljc=FR5)!)+nY#QBQKE}P<{&@BCb9N;61G1v;T``Dny!*qTnTe}j34MYP6>-0Tl?ivvbRA3pXze4)kC%EjV!e!(e-?yrk=dWbb{B}@lteKvonT2?ExpiH5+!O;@@u5=T}Q%HTR4GE z(lI31mX4&h1k?DVgf8?kV)BFNZMi<$Fk?li4KtgWUj~5J3n{DXXItqzIm2cLCUd|! ztl=)%iM0dQfBjK#WbZ->KruyzOV~!o2xOUFkLn%joLMx4-Ao5M*-%G(MXym4VgR9?m;~q*WJ|!LHDoVs zue$6l(@RN;DU0Tu9o7zPzkN)+Co}(Kr1{PM0>}orW8HR0X0yQQoW!j$I6tg!IjaBA z$0+<`0c0yNE4`Ds_JeA?@n5#o?cUA)y;g%eE>6H6bPDKmv>-$% z=neM~93(7CsPo0!KyPib%v>DHr)Tu0I3c4?>NCPC+7P)vHN|hR8Dlv$IV?k>~Gsi_21|T$lgMca;H|$(P?MI}<#zRJlj{d!??$5U|fyYiS5Msvr z7ET{;Ke=!@asMPVGM3%s+UCDGCF@6gsmjVv9!zWRS-t3qb;sn6urzmF$HlF0$q#m% z;;G#yLr&hvg;PPYB4GQ8<&Lof$_1XLoyC;0EYNb8lZ?X8>J17Fquzq4j6gzF9%@L} zV9dNB1{&MSoA5~X+1Ch0a`s91>Kc;3eKrVcWu+mFD~@GLVdl{C@z?I)V>9* zTYJ{N3dIh$%O4Sn?(1R>yrZCw=x9*zl^Z$|2+d#{hAj%3?qL|RhK69s+yNvZUSO^; zHYpb0`qjYbddYX~1421S25lioq}_F1#O+1{D$lDs^*BOxLYWM~dnpZ>?cV+t?R+<7 z*4$NJ$+9|OXXb|ij3j?wVw`^mZTARp@3EGQ-KFeTUy?ilNBTjRTFUYsde}(Om%0d6 zp~WQyAu@innMU|BJ>_sc(GpkbM4?&u5x{)j9BMn#fB?CFGM)1okSQ?H=^iln+YxETcud&x`xP_KH&hVE3>M8?EYn(H ze`^G;)N<5xt{)m~5`D)oBtc3If=(FtfsnVqcdjuh#*m*0cZvxi<|!I`*5}^>0U_ym zy+J$vy-1vP+@&)8z5RfY-KP`MCQ8G}@68|ngqmE$(^0!4Dgun7OOqaH9`s|}?pIsV z+_uT!#RZ$W`n~}Uv?hRouPb2PbueJ}dIWWI_Vc+yeAO}q@~hCo{vu5fj)vA#J1#dw zEs&m6Ekl)bvQ_yY$ThfsdaW*>pP92T?7SQ(D`Qlq^0a*Sotn!74WoLY0#9Kg+~-iy zdMxuGCuhcBdqJDgIzawc#g^)bB%XDUpk>$zKw`iaERoSUCCq`kKmJN|>P)bxm9)n zj!83o!x%77Y4NQGvT99k61%eekX?c#fhce}W*gjKPL#N&-;k*xfs{uZ4i_m%n~|xN zeF_@t6XF@IXzte=?9;an8UGvVp38C9O$w0P;}(Kt`JWJsyQUbH&6Hq98wk~5RWSR{ zL>DyD6K=J9IeF}i8_KjXz77v?KQ*aAee2cyFX6*<1MIH;;Bq>}h3Y9ZnsS239vL-; zn)&Y}q$M3KpOkv6wsAx@XOkz;R?6-|1noM1gY09l+1fQDx|`<)K+F|4B!iDgLZ04^ z2A1rB=d^CcLizLHr2<+)ccLy(WN%+A41*JQqUfOl2(>z(45xP%l~n?mGUOrr)@rFG zMuHN9cTd|s9_vUSz1h@E` zI>IF3=T)uv!2DA6Fve94O(M0ClbmyI#U=z6Vw(r}7f@M)R*~pP--+#v>>NT@p{_`s z7l<*oS7<{F~XAd@M<#&5CceQq5byLXpn!vn_b2blCLW@Gi7<0lE*BV%omO+4e zH59OKZh$OCs}ZRODTu*tU3Nk36vYAp+c+3?ZrS{HME@8%46Ik6f7eEJrIXqQ3$C5# zTXbBYYdIj!ct{`+Fb!BBhiJmFA>r<-t4N4Ta4tZ;b|>MEp*C*)WscRS=rt>s&HIU#ddZev>R4n6Bj3C2EVI1YZk8yw(=t{U7 z`CsTe*O#;n+TJbsY5}m-RVdkjFbGHW0_=qoNDj{m@wmm4UG3-|q&rgvPvI!$V@3Z! zJ)?Ut{yijygUucvuBe`t>4P*E|72Z=SOk5I6Ox`uglfGy!%m3fY;*t2nNJsq<^+3u zu8g6{hxkn2!Y1q7css*9cztzPE`jZwUX6c{U;D=!45n#5?t(*Vtm;K0@=q98;J283 zrEq?@1M#n|sNi&`cFRE{ar$Kb{zn8vHc$j0XP{}{DcsU`^Sg#QnWuWy7OIcfVM!-D zlLV|s-9k+0MrnT@jLiDW6B;?2{sj=@SOampqe9l;w%!o1Fh{!j|d&a3l9sb zS1$nkeGfn0V{_3orWYGC1|Z8jg3ei;UfL_Z1J zZmeHy0ER9X6$_i3o>3VQ)bLYYGdjyX<@4*eh%=NZ!CNh8#^9AJ?f=2|$2=O zA6Jz`>5YtAUG+@FdiF~)yH!IoMoH0Rz$#iZ2DNGsWI{VS5UU_}5T-Fak9q+c(mj+= zd$c{^)eh^lljbcZv++cUR2af+RCrg{EON&#beYkkM!zp(!q=%Ecc2RE)^`7sNiWCs zc`4OrOf`SJ9;J#U^ZIbts_kaYe85m>QKrIedWr6wK5uY&rzc^^?ONS28UGhPRZk2^ zPDXWtj(gmyl~FkRgeV2KDhP;B3c~EA*+L6yFiRkF(Uu2$xiN}Q>sIM(r!4avp8k8W z9Rt!YOsJg=jYf;mYZb7X8Qv#VSOMkdu{yC;F7kO>i6js|O<&5VlQF?^_<&0%NG~F# zE}^&`y#AL+uOTd`mGm#LYl!WE3gWQSkz05m0|)C9p2D%iG^37xEw*4Lhzu?UYJ)!F zMnd=yg3-ZH=0v&UA;aSfNz0zV`J(aSg~W>I6`;DY@5PF5%))4(qR)!50}LQyIN<<) z%O*v;T6ym#ep53eE^9b0@vO|&OrdVD5==RPEPcty)CVv(B`{}`@R|jvE&A}H69^UO zzF)k$JN>)y`ui3aO$1v^-=Dqch~;^q5n%^szn3Nr*FyE4Z9F7pE?PixXbZ<+mCqV; zXt#)x*PyzeK_fN7fMbF!?8hJldu`-}bl|sKo9!0WQ9<91@cPr$ibs8`AV0=^Kp(l( zCi0c|h_X)OrH)R|C4~sfxMXRWuphU=jAkEO1jiad|VaTc6HlLVK~a*}(29 z`Fnw0G3!KqQB8UO&3Qlog>KaMI)9`Je?~(`reAaj%~Jl;lh~u1!2bD7Tr_kf)WCV1 z)^JRao?WFr)2I!lg%*-%^x)dop2;#CQDR)A2goZgbtlLPtya zlM+l`tB_dj4W%ePD+dV%U9rp%bX2>7+*xhVE0*yPg8B=yNX*o#b?S&r7o;Zk3MUZr ztm<}*B_0q71SFgb^K3OxoHiEGhA@D8JxO{#nyeD6NSj?@YIz@dr}+MgEsarkZm^gr zY@)od$d6fW^Wda)81>?+>Vrb@j9NU@%moWJRdO&LsDf{J{!&rlRF<=56=LxFcsOSb zHM6rT(!yctw{|;%8IXvfka;W-8+AxC($PI%x8Fb!XG+^3!|1TjlP;Y54%(0eZA(ho3O$Z2NDhL~B|3 zMQxG|*qhcD+83a;MmRks5gB~W&cQKfJQ&CdzjW$0-eQXb6U;uOQ3n&Co)&6W=Xs-q zEAd9nKoT^*z0sXr9VgKG3ny!pV6e20v+?pI!nY=F)~N0p3&j0}=!Fs`mOvYrV)Q^( zaBF=m->et{>pdF{jevnrO;>3h!-iqKSk1PSXJyVX?14gTeK4p0R0(!?aT{6@u#Ipx zPjO|L=1XO~>VByVv0nZ1Mxa@|H+J6JOSN&)D@%b3Na=N zRB<8*ivfH>n79@Zcn>bX_9Pke6`O|{VQvym0C~`I2p({+-0Rl4U)ZOo5Vs?N4k1p5sr;P`mJhB@m^Cf3ywZb-Ks~R}XziI3;fsiRg@<#&=hNWzV#F{Po{LAe;_=T}cSLU{ z_r5|xm=FI9mNL&J&2z^sBOHufgjF~H+GZ91FVXR}$^NhCI1u*NHYzZIq=O{X9{FN7 z8!Ubt>)+B8PZi(|Xyi3NZ`uI(pjC!!g&QFD;AGk9LLk~o?&vW)^pb5|2`Yb?6)B=3 z!}5$3Rqqk{I{&kCO?ZJSW;eWl?%MvC!!FA~!^13(KsMOjU{}Gjo=J^^Cb{&WTSGhptcWX<11C5 zgOUGnzM(>O4>S8ELS7HLTo+((!Vb-ECwToIf7Zf-@R2t$K|F!!Vsg(g!PH?`PL#QT zd?A#>x?O&ibl7*QXEv(nU!8)9=B@$mW%x#A)$6E4a6vv)cuUz1l_1TB`PR>M&o$; z=skxk;Wnp;V#vfZ35Vlh>#d_JF6hI$1wGa+lv2wu<`M{C1S@?A=f%}Mqc&nUuIR(s zR$Rgoi+#&aRr}QqSBD{driN$~_?W+;4{6mH&F;w_I)j+!V+x?ryWX?HDED>T=>o*5c_t&l>@9Pez1qKnRM?Iw~QI{EwLzWs? zx9Yko!CIF4r%+(}t88yLs7HCXnI3o{-SkWkGD~dE_?=kPr~*^72R!q=enB}8Y60YS zYTNxFbDCR6yhjki&%)U-*nK;ZM-C=!m4G$p_sfel={>l%e7bNYS>j zDqvGLQ9LBX;<5)SXUw#KNlR;FZ+qsjTP`Go0L@EREsp1xC2*@It~pI|X!nHa^3rX} zXNf_U7J*PxWLzv#ME0eF@==Z?TnF- zqj5X-l?C`JwVDPyzv{4@B#x06FnQj!L!HNI(4+{M$eJs8evd~wm$&Gfr7!O!W{!85 zmSCf8@Yo*$mFI`esWu~!+vLT!;H#9dW_=IqFUWOkE?=GdBgsMA+{Ge5Zh1C;K(FF0 zs@)H9UCj3Aic~~j+F_JQnOgd-T)kosRv!vrdWK^#3=p--K0WN8^#g zs=Cx#hvhT&$pD#`C41(ZMEGvCB+L`3TQB`+T=x9Um^BVFb#$u>L)APg5Kp1_!;&I!i`ZzDRfX5pinA2P3a1IUKiLSoJgA z-%m!oT;2u`8=%N;=%uUOvSdGH-TkPDZ)Tbl-lw#1edLU4w5oWGGK)Oty2^D|Ip-OT zv}F?|Ff@@L+vZUD`IpK|Ffzdatv-#jUgGkLPQrC7Z=|?9c~%A$R1w__7oxpT}h?Kg&nGM;-Z%V_P~wU&mB5vFp~!-iFQD zhE1dHJ6j$$DjDAD&ae=R?Fo-dLSzE7;iHUcNV*%f&(=tmG2 z-O%Jt<3LVE^6lrAKvqU{gMJKKQ_3z6<_-st6VK-HtO;^;WOS1sYpn2yJqaUK`)~)W zS^dSkdX+5v{krR#_j^Q%m2$FXqy48;M2SjI;tk%{RIj=&*JrwPXj69#D`~wa*tU1R zXroo}%VF#aodwMJj2B!N`e<{H(DG)}Qr+WOt2aE>A(JxpF5|I1pK@&Wah@qi_`5IV zj6O5fr9wiVS|TnquW^yEaH2okR2+V_lKkoCsZS@cWr(VfiT=|H@y^k-rl!+}LC(ep4 zD_uPlXP`fwGqFCZCys?I!}bqW+uc70n@{|hvnKUtp#wDMAETV&(@TLb3obrBcV$O2 zPMzjMdP2{#caxQo6rFKgR9+h9UK+)O^TUuc1ajy72|n5_NQgd~b;IB>tB$;vqJi&C z89c33`%rQ@&6Tbj_@ATdwL%kD3`Z@6J_(092;=&@+=CC6`=3|M$mjj1_cMfuNXpwM zj_}*1y9nsG5zNy*IJ}F<3_ryy!@u)wJhhy7e%Xj4>4&F`JW@K+t2^}wn9@8NCel8& zDwj5HcFb?0ZPI1k*KERaBVd7K9LW6lG$t6BTD^tQ%9&UXyZ?G`uzJBpQQG=ypE0(b z+V$07KIwp+KvsoE6-iSwIRUAdAawD~r;23yJ=??^_-<(l}Y~rA= z*;Bx;-3C_^PiOb2Ds&tB*qaqtit3paX~nAwwd?Do(`TVvo3g=JYoSgTKYgEWBZ=F5 zxwR%z6^zGRTGO+5JF8ZS`y0T5Am^V(qF$aiopO{xgZ8Awds|@l+-A?qwQaCY1Y>98 zWb?~-S#%ZBqBJD7XM|qz-4WmAgLrj;75aw)ksNNCgdj~20?qY(+IZn>0j0DM5@PVI zVeOBIi|LF~sz<;~YpIyw&p$}>;Bl3I!{qHVO6vv^X>vr3o`~Gk`!HTg-od5ZC7aSs zxGLiId~uKG5jcli7njhq7>0QW1ZOhM6h1JSuQe;!45Gi#yMWxpIexYu>VAF^*ClvjFU%MTNFrGV=uHT= zU^;On<_R_NY9_V%m6F+P(D#Z|SDLX28k9Z{VP+KctZMN(Nt6!la6JuRHM z`%eTQVa=%YncU`=`ND&FE8;H5ta!H2VUyD-t6u-twHYhy95=1zVU<)jk zd!;J2Cyt4X*1S9uV__wwYj~p@YP&X#CS)m;k7d{s07OWM@QWFhJnqcpCgt3R?Rtes?h_y|(Y){tBr{tL*UPj7*#Qk&M^;Sw$)=jxPBs zpi7dih5zi&DtL-^@iC^rMO=HD=!uZw?{MMm{>yfb(HI)LRQ}J9Wm(rFGFYr7q$hg=w@=0=N%Kzke9JCKdxj zV}QsMr=+W8v6g#ETMFQW3T08l0kQpo!4HmgzIOpb#FqE1%LW)Cu5N`9QB)FOIg(A8 zXCLPb>D?L=tDsp$-{0W9UgFX=x#gOw_)1IiK7o1WWRcqnen=6G1IjP*de_2`Zn+SDQR?)S~BJ``j|m>7jM5XR^cZBLLW$;wxR2%-}_0QJ-= zB@#IAIE7XG6uAy}Pf^82WQcFsg zM|NF&^2Q=nCe&ET^w2D=m{Un!wvTtmp*aEuw)5;56^V&M>&*e!QKuHUl)rGg#`mwg z!R)$>-Dl1iVPlquo}hrCgs`0#omBai9*mgF;3ob_+I@ZMAE`jzq3CZ+BKocDX|{zr-}uy{sm)!8zUYK#>CkQ&4l6K!>lWYSS}?; z53SwfD11ai;vf>N50p_7PR6YGO_K$`3m8hx@D0Q$=&6$QlGR`Mvbjss@WzaRM7~fJm{0fv~)9OvWYI3b6V};nbva zYEfHHEPPp{Z^^$Ql0E$HsKhRMv5hzu)iz^L zE_qPBZ2f%#_B3pjnbaiB6UvCAJl~hsdY@?eX!Y9ci1gT9ALVbwP3nZ~i$3W0k=o27FL5N8Rgzhn zBo43BOY5EseK2q&x;BjaAM>V?{u@7N3)qvrjr;EYr$W-3!T;Rxc`AegaO>e-)ch85v?$1T!i^F3Q8!AH5qTla^}`8yIn z(Uyx{EmVi8E?VmI;r@fkXU&){lFk)YD@E&WOh}fwYlkSx* zAXEOn22k0Nom{G3IVJ}=k60jsH5XneT;3!$azZ75yXmuLV#{^+181Oh_km{{SHh`d z3in6spH+191_cQt+eWKC#M6r8*~@-mRk+wxyt$nC2-q!fxk)}a_E)nrak7ZYdkVAuaA?zc`D2mTiRjh4{87F0X}IVMC61+MYmS7$ zc>GVU$%T{$q?j85jTAwP73~KN#Kk|FSwsF(kKlIgJQQ)w0*^l1ib)d04Da-@ewGui z%Bw+IHsor%0&*~p?@ zcR>8oICd{H7ZVMcU-p>yy&{BEp`UcGFA8{j++L6JTYi5Tfy5K$^&0oWBufqN2l|Ds zWr2bZdIsAB5Rm|^7_H@{jJk|T8r4F2cu2FO8u}^9RC>!PFs;;+X<`*2|Gc0XIYXO2^4~PH@-4l|p zm;4;uVmzr`UYkjJpp!%*i>8#k~G2b}w z@zmcX)ZC*qjuRNw^Q=v5`^d87vL7$OWqAH74?o96mk|?z()6KSZ+JbrFc|=wGH%KS zVyOi!*PJN($kL%*86Wk5m zGEr>qe$1mL#3(@g<(OQoQokG%O|sP=tS=C)C%GKARfPta?$0O7dFsW*ryV46j{H(y zvHX4H;e&FHj7M|b876|B$EK}RzVt4~_V9}cDe?AlJq zBR?vryDem8zcrHpT0SyW)BrTnU1}4n@0skypMAO?ChA;M30eC`xEa$T?=Dm6S)Ry! zH9@1q9bq$)4<-gcf@+12xr=s!=1gVoMrEI~uJM1#)YJKs(dgZ&Xs@HU*3`sk!j$#3 z5$PJ2lfKt5de~|$j}4{WAMe#z0)lxcmHVgo~H!Y23q++^AVgSVF0 zqM*PGc~?b<-|AMZiT_}foY~P;b{26ad?^Stwjaeftqsb^mP?|j^gGOYX9qvNiJ1#~ zyhaQ+=V(#9OD;OHS%LrlsqHXitYvDe?2%qY=~yYH!NuKxF|G%P6whSm+V}Ip)YLR+ z4H(PE$={nll66icCz5A3`}O!1e|j65Ee52G#@$ZDCVl1-ZZEYGRs+MAh&ffqH#5_B zX>1vN<{B>b?LO;^&J?JQ_zAWMpts#rtk|BbGv1?$%48pHUWi2_nc`O!*me|`Sa{Gv z!cKB!iXw?2J}toiR*XOQLK%0@NLukuqu)i0`Q<4StM=g2-1Rc}{NZ^IV{pn;2^%Ewbrg8anQ(Sed{Lryu^S=AEAs>vfqMDecODgj zc9bC*E_GGhABSAcETkm)@{^|t)bDeKZh5^o z;PUcuxnLc)jNf@|T7BLL96Kr}Go19}JxgWpTQq`i`1V%{U2G^=kJP5!1q_BdCz(I$ z5`mFweHV3EG%2}4)>M)S&o~B0_UYyH96<@#RD(ln<0k3&>Q|qDJZK37d5x;UWnhol z1lZn^NCfuEh8w*ltix-%Vm^()#t(O6qY$DutY>L``UU~hxp3yJUF1g;N$1Fx6iFY1Xk`FrZfrA00k#s(V!jDG*iyy|g}? z1$2U~?Z80}^5!~X33nD_0VdiHJOrMz36>qsDa4U8mF4New$-^_sWe%dYb~$JOa{qR z-M%8A7;^cWyIFhHSTB@5>M8aPW85Y0fk3i ztbXoIn05WE^x9?~Rkr&2o~8-eda~2TJv+GQ0vB?di(x+knd!)q9L6?98@Ef$X%9`p zI6XOxpnmMz9z(*u*xumcZC3H|?0aR~ze>j|&jJ&zUdGO68!^&}hRY|)<>vhm8Bk-$ zsdG<=_6Lt1KR2a&WG(_E9(5?2J)KG^0zEeNy%ZtR6oq7eMcKx=yx)nBJ+cy{OHS(k z%vwwR$WQZ(7NW_faqY+FNW~w2?&|uB{FOT${L7t4{qSz5l$Gxw`3|q8_C)G5bhSIM z5+28yqb3(RBLxthyfzgU#(Ho2q4Dqz!4d6SAALA?E3lecoioc9ZLcBZmvfxTfIjeP z*O*SOf>e{M-8IRdsk1SOrsqwUt1cZ^hx5NVbRMokjNZ@cuTj=YtX^gg6S3#1n1%$1 zTqjz_U)9S*HXk%8PC6fbF9qq{u3L@T$6uNf(t>b(G+mLcXS&kv>iCG*Ct@d!h~ouq zMUlRqhbV`8X(+cU?iJctdw?FR^vJ|2W^yDLqPR3?yf%5Tr0aP4TO3hi{_Cnt2>b}{LO2J3If+-MST*ATeS>l z#95GMa~H&bk3O}~-)MVIQCNqkb}YWLYtEx+R4(|8%8j_~Na37?WkK!TYIgAqf+v-W z_y3|L;<&EdV`w+H*MAKE6AeGHmMt5Tw(RA<>{KDtpm6GD2%4t~FFRd{zfm_!*hCzG zhJ6vD8doN79(>+qTatxlfkT69K`4^QX?kd$=eM%=n6`$;-hZgbo6iJ+E&Oc z=?7ztm*5e9dMF2_O@y3Ta7Rr=VI)d@#rVELtH)&Lg5jIijt0qVlxBRo#3vO%{jgIl;}DlUn}iaQ4hK;i|)UWYt)X_tim8; z(||+O57MES#W3L=FwE(}+5hf2CuCPLwjU?%i$&GVZpM}6KdlM9Cz?o{-U*jRo%8d9 z^X#Rh&ztCBgDEx8GnTE-hcwbW|E71(L*Zb`?igIjZpxSHA>M4d!fs`2?+_Z&=SE@J zGX8VS`yJxf?^#aoeg*r3CBkMmSUtINio}s}Jmi;Qy{8pQF=7}tT zE#*mUFaLNo^>`)ER}=@I%agto_U*L+K!^vdF^z-9t3PyJizYDIwNTe zsX3|<0w)EAqHvP6FUFBw%-##Th%PvJ)w@;=Z@?pW7zDfrW}O|2e3pk%Bpan&h=(j0)z8Te zeytCjDYw14in=*X4=HJ8k9;G;pfZxn;N-IVCBfF_!wqMhp@r^<#>p)9>gp}`TVI1_ z5ZeX7#>q1H`Zw}%+L?|xj+KwnVmtN+^dt0OwJc&{aYs%Q6JPr0_8t z^lC5$mXGN@tOBlK8j(D8}Q8ZZO@T3V) zWfwFmR`!f!F9wPu*D8Nh`z8d`Vc3yUyJ_-gdkfJQ%r(yHQ^y z>&?}(tSU9S7H6=DT{3Y#su50vEF<>sSNS|Y2ixBgVQrDp1*J@5FS$Eyi)c?&wjUlQ zYtu!RAF@~HpF~8CGORJBJcax=Kr@r2ohWAwG=!ZRs*ul{fOUMpau+Y&om7T$Wc-Bc z_4ERGHVMnvb`Al%-=C)Y+{A#NVyT-)e?AkwO8VeoyD*SMlG+`Zbnyvn{1hl50xE)J( z_6k~vFl`CDx9Ku8EcCO5&R=fdR#l(R-xB<>guzMHxEMq>?4epz76ASTD~|gy?DsF2 z=ULcG_`u`6)?`Yk^QAL>&%GV-&%Qq%YcEi2|7YuIZO%;o{C;7Rtv7R=jWwe8In_4a zs+y;5sHSu|oAF65);c~juMc&$$$8*z^V>L@C6PRm(qc?KlNwo=j$z>lN03=ot%sEP zM!<)koekk4d*hf@bAV*grrtz8$0BUPXZ*lc4Yw?1JopuYh8G#Cj_%9*F0{i&SG%c6 z6dtY`bWCy6A7Gu4E72`+MP(pHp-eqjRTrGc+DcE%M-?gg$U6&btBa`2(PJQbvB(?q z;gixxAMYj{hilkGzCRU!RM7x&`~G@yrBB_ym?qUfn}Xy?K^LVEzH*)pb8>~zxXP)z zkv7htrpBNk$7Nw$z{}e>uhba{q^u)@rFbht<0m@uW!*+|0h!WE+vVLXC@PxZRjvCB z*j1))cG*Xu9}*pp(*nh{j)T5ke5FeR1xm!Cq}OHpOWHPf2>6%8k`p3ziv)b8J{V8q z++UPV7%CX!q^D-um|0;EhRpsVdDq*LGm0}cHJEw)zBBwSqW|GIvn+Jm_}FXG8z4-z zdD_jK`kA^Jb7yMq!Eb)&QPDl6UB7rOobE(d4UUReT6G~)y#FxzGuTsLJwR#sv9XgLj$1!_+fRI&kq!@PzTW-*vE)E0164zG1O? zUYM{SO0JtzanPXp70|Q4U-+U4t?T$~kmq=Jb$$ToKF>1Y<~q#zxFFOkf&m&nH(U?L zc<0{+7{nNYc$nk9VotlWbbiiYuDakn>>X*7T7{N;E^X#M-NRBH!qB3M;1*2%q&ea$ z`$o8Md~IKqdQWaBaZnNMQX`p}#D7$d!8C`44rDq((UApr`S_2mrFcp=JBg?N1|*S} zUHq5Ef5l3YaaEdV3%CEqPP94llOlc=@~W>+DkZWi93g1%4o)ov^_-rIE^`$en_(hl zCj#hv>v)lfXvjJROy~(su(qx-eFNoQHeP*7m9LxzMPORdzCxM54nWGp@W=9V!bX-1 zcBtsvVT#jhz!PN4&RlxyF2f#ANzmx1U2|f=s9eDY^QpeVCF#Aj;KsC0VM0uy_6VTk zLgeD)mDwFxuyuD1y(XV*4D9JRKRbvF*!mO!R&9j|d4+MMYic$rV}JYELG4h$AnUJ7 z?4pJy6mf8Ed>lC^HQScxGf2&&)e11KPG-XDtG~9Ab+(1cW~l!oa;6CfCfMp(33>5L zp7NQBw2kR%c#RZ7eaHb2kn1m8MW1afE zNpH=`3Z{JgT*Z$ryaiDPNB7~4{~O3RRjN~LTb)G3@ybU(Ye3!SGz>TZF9?0!_Vg}< zQfH2GPlH6o3D+%IGb+FGrA__+@}Hto!^$aw-OvnX1=?v?R zVcH(A$L&|ZLusv(Q}l-v$jFxzyw$-de`)`C@$m@9oA&{vWD7j?gwD5;?zwI=R>O!q z6`}s{q6NRXIv*x>s0+^3`=gJ_3-fin>}*`GK#CexWVG(VrD;|>GdNFAh=5rHd*`p> zE#*A9>;zgUT6Tf3c9(+hEZIP1z(Fu59p>*)rV=I|5{B*9OajorrX<>3&^y{7rajvs zD1_Q6)gmz*DSO1{Jt9T}FtB}WuD-nNVjbG!cxekkDF0juCvS*wukGV_G><8f#$tMJ z;VW{`M)Y5Aky_EQ{1m_+=2mcszY|dopwS((AO_`=-kIOTx5pkDDc7m%!t=O_>crW? z$0AJ||JwA_TII3GZSESk$IhL2A)1Q6VMXU9{CGyE^S%YtqG9{Hr)oyP{$NI?`U^n& zw-`$V4p4-j{YVW%9H8)m+|px=!4>yc$REzJF!`g98kO7vGSDw7Ba0H~ffErH@BX!* z^6gPj%Bx}z;LsVJurRuwv+W5Upn%oZ_E9z0qX-%?YV8H0Oi=tg$KB%FjX%sDDC&R+ zT`BpRq-=B{W3&Ad=X5YR*sT|FiRDv!L zSprNFHOcr;RO{@=2=S^rCpD3JTGM zO#bcztO;$=C5+G)=ev77qY15F_ZgD(IVmeR6=1m@jNH*j^)@7u&|(@7-^XuLHv(m1 zC#WywO%nRDWB=?z^38b|KRyQacPI)ndhia~5a<{t4tNlDAC)}({{v(|o4=nhmnd?9 z7-kbiHW0&nlE^2Ce3Hl~3Ec@wViT00G>C8#BGQ}I4(;4%gBBbP;0T}CBz(eLyvPM& zn2i_NKn(KpvnOWh3lY6$uC9~R zM04c!f#{y#@q>~=JSi!i8=|m#D$|yJH(XZkT1@!a{DJpwTMVj5lp4@SvN5 zE)&MkgDLNAr17mh`boi*7e-vL*BqKKsW_|oOOtP8t%fsw%0D*NJD#Jg6u+odl15SK zhb3R@VCV6237yKdYPFx;HJ`t2ose-7haTW8Gm(EVn9kuQ*O!ClPw#!4$+6!0nZKok zjdH_j7MP5vJ~%mwOFuo;b%1hN<{eMfJ0%y)n;u&;DZ+%LXXQe9!O)J)(h~``%xki| z$!zIE-%7&J26k#e^K-^6^>$+J=&oyfif{hbTs1#n?(l5~v0Ra!`pdt=mOVzCzPq<_ zxt5=z$vz#-ZM()lWf{`@eYFVD)T$?3E1WbXA8In+qJ#NU`()s-zZp?Cxce#pZglR; z?M=!oUApqTA^WhTQJOYkN!1cu6H?RbEZvLS<0?%r4Axgnr}t^?6H9#SL*@AaTg^$B z{j=5c579Q(L&NkbJtzKfo%&+C1^s^gFBY&?awsq~}6udm}#csL4O? zo{#h)cCWq8ZPPwTekGEgOO&6VG%9Z&6%GAEglp4LdO4Nv1lB92VOoFaK4-mHY11`_ zC~QgKr{CA+pJA=7-fmp-D28Ee^$hc;QThh zoqNHoJ7G#QnSYCHi|tK2{vcM*5L`!d_>S_6is!zyGX7)}>r)tN=656O+GfYA&9{`L zD4nA>KL>H{uS%vGXKUs0O$2k*Js}z6ERtzlIaTWRXKC%xpeD}Ozb4sDCpuz8)3$j3 zo@Q#uGP|d%w`OlqRwBw$(`%L}?*1L@gRkonBxUdNAgem4mv zOjxV1D+VLkI*xB?xm$1$KJcz+a1_iu5mK6dw!U@B#vfnf>>@+-`|L39(7jo z+c27b#F5@&Au(&^&yZ)!rh&HIOD&^JR13DN6>jEdb4Ufv&DpCqaha)SOOyeXVnwmZm6i!qgPk^!&i{^a`lD4MTntmlwXI*qV#WUGQXBbVJ3CHf*~xoQt*R z!H`JGx`QiH1~$4h8y(5%`(|${L00NcQ@8H&u~D~7oYWLp)-+ELL^ww9_%?*w}aVNQ`gbrRVQ7o=6YikepSVThv)3`fw0wa>=wJ_RmAO zF@u{cM0c8~PJI{!>RGQZ8ivHhYVz0(GgOv)vpJ@|5VT^KtY}ClUF$G0rLlj; zb5yNqp_AGNvQjhLhH#vo`>Us+`Dnp*ft>N`IE}r!Dj2>lEL;zCAT^u@*qLRULu8hd z0gZzp&kJh@s~A^$S!*7}vnkk1-dZ^}U5t#9^a?I0$RBP1Shq4Qp`r72%?G{Y0)p9w;VxtdDzePxg zjlLV^gWJA))Slc;z0uExZ2FPe+PuD}Q7u|NZA9rT8tU%IPd2aR@-Ny4vD}aLSuCck zy<9z;mbWSlDQFZn=OzvX8<(0hT?yw$q>*!O_3us0{X*-;ehs@8mmyUede1wKuyCXc zNyGIx{*Ai&uu;|82eb>A_cnBgaPW)6e!-3Xb<)OS+yrr50C0m1?7Z11O#ZfCxtq!v zHA~ZMbm4Srujl)NyZ5OZqP7h~q=9z-H99qI|0!M8)O-3gczVp*G&RaJ&kcQhIa7aZ zoEH+RvF%&rZ}z;mh1ICSyf-6hO$i)OplK3|zBD0ryQOKT&%6KnY6Gce5{^{T*ps=_ zosZE~Q}3$UY)(%jqaf6c;QKx9%8WJK9zW@57G3Ka@yx#4XN+3aVKS$zXVIy9!LOTt z$J^{#wh-42Sl;C6*%o};_{C{6G-+o}r{}$?sdH*h%ElY#ID=W;q@`->xP9yT@vmfRAS5&b{jL zV+?+DRjz7{y7z2f*-cG7Xt1z(tz{ z!}r%BWE<;F%7^ zp+@Pzs(Q`#!OQhTKrLvy?l!>YovwkJY4eVapB8a%zwGl#n^}F@?2!93^`~V2E@VCa z=31`a6R{sxIlA|0>=;@fs+D-!ZImCJQkYjsy3%RN;J^IG@9ouj`sHidbA*BWAU!*b z)J_MB^t7#t<5q*Lz1NVxR~u(Wr?b%9d|j9#L4Km4J(L@*ccuxqHft1!?r{aq+UOrg zr`FXX%|Jmu%XE#<_}u<_prPGnFAN<>W*XY-*b+^M<@niG`{jLO>H-eDz37YEQaV&H zVaCl+@HsB|3X6>^DIVB5UEl{6*SWi`7;Ftc}6h?9+bvmlJ4Hz znSQ8@v1D_+85^|yugMvuNKlLt#al0%#;Rp~%-J2$zDX)#3w(9ow-#nG>DRU7PhzG$ z6H0igUL)95On+IuZGmn@oAS#!P$%PSoa@=%KgBkB!yt8(Di=Uqgg2&3qIv5y#L)}T z{yXMI6=`-)4c&%b4jbg!pK3GxqkH#J-jv7n?0v+bF3*kJ781kAXKIATeIgB6etWQ3o?xvw+2q~m)ezPuZ^hQ7jhnf{Y zBQ<6I82TkGw<^{TMax?&wwSF*@>sm%q^6oAG$#>pnckL-h#R34q#^lfX(cBnI7*xL zj3|k!Pib1U!YNPt9{ab)X49W@GgN25wD8tCLPX%&uM&!P7Bsh~WtQ4?@&FLtxjZ&Q zsi)IwOxuH66p6%n(in#olFoj)Ptkn3HPYPT)mmI{IwVEf1{yL>Gj@HZp}lskl*PX! z2DX!7x=~y$cf4q^TWH9()FRMGLunVLV;0Oz^BA%j6%@l_K6c2MeL6OnApJO24<9@@ zW1f|&`B^Q|s?n74&?-w5uZpjnnj4yPxs<=^RKX2Up}Ri$Y;Hk6$!P~Ewc9hH&_^FS zo5kdmvRwH15eq1(ywx9#*_J_YwT=~r$IIC`vrfm39fyVCy@*N~RhBnElU*7wl05CWtGUdFVq~M=G&8vg zuUfJhO6{`tAvlR@)j`xQMT}Ll$ZD?*o41Xt6de*MZuF@UDr#fvrV$K|=QM$Oe2Scd z{nYat$ujQ~CFK*|wIA}HX4vbGE1IVQb2Sh_4Y@Qtm+J4SU~6T&+Nqx4?m(Fkym@pp z0cHNBj$mnlHVb)_VI-hVY~;FPH-{W2bB~cO^WEP6YSKnT*T^pE?mSR8K&&k|ezQpWr7Z`t%anGdOsKB=- zEa&p%NZO2L!?^V$&sTMAquYH7ag+*+@j@MY` z2Ixjf3tx&trag~)g4F9J>x~yn`DyzWQhK^+L;`hc!t)bMSsV|-)2{|)0W=i6vi#gw z@2VYL&lD9-X!>d4T>{mUe?Vn}hc@mRQ~doa>?jEduZDNrZ9i8i=oY(J9?yZH0n)L# zMs4(gBD!J}hF*+#y3F4`U)raeWHlgp6U+iqx_8|s&|Z4#;O$bZXmfNss@|SL=5p^% zY_{#{(0oUS62EN=50a0w91|U5a<*15TuB~5u2xexFISNGz@7Fj(9aq*)(LJC+3c9$ zBx!bgK6GKqUE*yio9NQgzOPheID1*CMBwT@@)E9ki=Gd3_h`ym^IR^rzJ>Hsa0GH( zojhIeDvpV&($0UY{;5PJZMkz)Dd-Vgn zHb4U$MiC|<$(kn_CWRwq|6r6r=fq*02Af_}I0qZktf{e*5tIYvS0mybz|k$|GP#kue$V>P4! zdAi_NYe~OP&*mOanLB21&Lf@@V$|^c&^~24m@Zjo{+@nRaZSGEbNUsk6K|0}QHpT4 zc+B#r=ZQ!0IYlaK>)N?~eNK^Yu%?!-_Xh6M-(MPDM_lBJ3K48j2{<$)&1`-y8Q&2#^0p6 zmfjx?4DDy!Wv7Y-!##f{%u6AKT7jVa90Up~)bb*{GjQ*719q%{(B3F5HsyzBN4TJK z{W&fBmJ#Eo0tBh0?&#-NBMoXJs6p=aH%+Q-90o7XztS+vv8KT|bkAg%WG9PhX}Qnv ztc~$)d8@m-y%b+_>oxx2N-`N0y|uH{!tZ}Zh@8EIYE-v3aA_Wp>Z!Rty2C}Q+Yj`r zJeV-m+@P~kD+Iv8n?-oKhEng|(cZ+S)1*D-TXTE)_X?}VS4%Aa zQc-`UcptBs+cRBx75zg{0>{MN&J;9#J zfqZI@iyvg)-RtK{3v&^KJk%?o>67hJyus8MN=;;-sQZvHv$~mwaPWR4f{DG}>q=;* zk_4@)1Fhie5%j4cRcD!hJab&CDwx#&I^TXZH)G;L=WA?TcxT_O1OGVOyp8jqIZktG zIRTnIEWd9s8V+qu-I%fbEcI^sow@xSquSgbesWC9Z!MfGyZ$^d2i4;8Xc=X~*(r~D zF=&q0v=fkO1JtjHVL9D|xV)l9Ee*exa;7X5su_|z*_V}5xZ(&0&GzZh6*}#jIHf-@ z<=EQoYr7wn-V}(HjzaHa@PV(nQo`v#M)A0o_@+6f)$l`LJr$k7s`b1vM8uR1{Ozpv z#1T;^DBQIE@b#oj4QY4m0o`~H@7Y(5lamhEdd{(U8gxU0oQ#pC2Km*jVf#gq&Ki3u zo6M&{Jp?o<-dSTX^`;>GnsqC&rz3~F9#Xl%JQAvQSgj56PICNVgHl&rp3`&O+vni| z(5o z{Fv7CI|{{p>2Nn50cwwYPZ{`>H#KVCD-OL$^6ptpx8%TXnX-7j)>9rjBBVV_O;60K zJrk9N(Fuz4CR%n!C~fs)LqT(=LcbfKV-MiVgsxW(ZEw)N-#tg%az!VXN1llFFsl_G zb=y^*`t;e5Pw)7G=R9ZLY|0^VlY&FhPlV4gArHBVG<<3L&Ed%*rh)`x8nGLWUnaN9 z0lno?JhX);3MEI8hcd^Z3sLkx@eiv6g?#EMy^+yLeNf;%OP!ta4#)`Olw*JR zb`FsQU!Hv(s7wo#n8GcMb2o9Yy=x>vNGxBEcjSxtVgot1o{Tp0t}ll6c)_JLI*qg% zLT^?kV0*7EzLgMqGc%ERlw#JZGts-8Of>J#=vAjyjxB|@*BhFnD;(aKX-MjFH{Im$ zX1<`Ap2`o?O^n1pzK*NiL%H08@ZB53FY~f0_x3;i|&nY3oMNXEO<1m_v9m)YHgeYTp2kmjeU0jbQT#~u$j z(P>U5X;sO{BPM!gbVez@r1>us~?_JD6ylVW-8l*rte`0Q;Of1*bh?I`)#+d1Y52r2E;*VGsl zUZP_pM%DlY?aZ4q!e1Nl`MEO8Y~Uj0U&e z#F4^eEPcDsDuu~t@anQ7$H{m%o)2*{QdWqkNEyBG=R-+Npc|MVC`2#xeIPQ;g^4t( zIj}7=e`4mo5UGA~lco0R1Gh5~{r>LHN^XQuXP4VX?%-?(mb$s9?o=NJn5F!N~2us$R$me}VMWUd`xKEOVE1dXHaOA`%d{BzH zPJFaE$YNA0Ik4$cS4TtsA%bLDifN!9B1ke5?1vvBbgMwI`xzqetr#~EqF*6gy$Q1Y z2_me?=jitbn!_ytUHOC5tw2_Kq+D6#(>C#swBw->1pD?#BZ4d zrZ_P1CuP`p9eBj86zQSZ_GBsRB1yBq>X*9!%Xndi-YWe@=URYhM`k!+QWB5%Y>R{3kUjC2 z-zT>A16#**pV-=O$_pQQ@x;x3U)Y9ky>&jEf9VT+NhzLx=_3hU2<$avW0`wls*y_tXTd-BQC`h%aDDoO@k3F?{8SnxAh;6USv z#xTv6go+@Qt;dE{dBRR2aZfWRR`lbLIZ2$4tb9HzC+O?MDd>YV?x8vK%C*hL=I2=w z%K7}^=UI}?1$X>;md4fvfBJcrx>4^j$Uo20_zkxi;Lo#$FJ7p_&$EW_R+#PYv-JFJ zdpN89{5b!VO3&ARA)`lY>aXc?W2yTQV9PStGfVS{%=J;{t^BRz{+8zlGKvg-X-zTN zndg_r=m)48j+B3HC)ws|b?Dc263)zbu+Wd~H0-rZ+vd0Sz$xFeiL5`h)0o;c--lU$ zY4;A5@Bu%xJ0_gfy#CHk&kncR8&p{J{cXA@iD#13N_+?up;gh5+0@t%CZX)|0}0na z-}6aKao}?z;c|@rq!iOiNl1K7jfAy|B1j)#dFD!rkgl&`C?!GASoSwpaSjBFKNqF~ zJbB!w+Eg%;BlZ>Jqyz}Aq8z&GPB8z0Uu+H2L_z5f{A_E`OC`%C`+?ty4bxT%B|lJL zJmiTp$bF#qQmsDbKDe$Fk(m1s_(w`}$bF#KSz84aG53L9Pc~fz6T4;%(96e162~Mv z3aYK>t^*tE_H4qLgwo~mb&%EMBcBrqm3fRurPPPAWIplKA6JtP4lyq!aH4cNf=V z!r-c^TZ-Jhy$cDrMDdP*c$h5@s+M>lak(r1D$1#kT=pc%b{EdO=t&4uNO&_wl=w@&>ACkIgWL>r&lDhcbemLZGS$>~4o^rZK^bs7zDJAM)); zXJ)zP4%^h8YZ|Ww4W6e3{CL&fx#c>pUyG1yIx8jchzb`v8De;pmC(K7R0|=mHOcvc z{3>Y~?KIz$x6@N6vHl=4UzSIb)|X3%M}2cE&NJ11(3825FL7~rEBGA(AcTJkyD#q| zEs8bTas~HJ2j(f^4s<{Qq;`Z@5I&S1Bk8W5?`7O|k#rfW=T@hO}H9tMx9%!BVw& zbd|G~PMs?>bY*7-N!KT$x#aeIbFmuu5DU|MM`f@>o4Wd~qqyDEI=!D=^qM`_bM16s zp7=0EB>g(pnQo6q2@Lo$sam6#_Vrd$U zH7T5*f_OwYR}Q2!Y4787b+FVaoE{0xTqJFg(%t5H!1^+Pz;d7!I6VU>~> zqNSciSF@>;^IbE?_dZj5@MGCJ3_tqNTijG*vAcz4ILHKK&>Te!{YV8^j#2Yvoni0d zTFu3&(nV~qKGB0awM3f`y}pWy zp6Mg9kWWwgz1f>YT~a~@Cl%-PXicl91rM|O<+nE`(*{hbfwqWXkq8d_I6{wa>g9MH z+U|95s+Q^3*DpunB1CS9JB`#}515_@8>hz_!83?NmD1tG#416al5^fAU~QK2?9E_| z(wlWm7TxK6yCQ-y!${OUSy+sL9+6W0nL~OJo~e>KJRV=(&QW$2z`xUB(Shg3=35wB zd}yA@qCY)KUv)5MaHWk7?DKSC&5@R#17xandO5J_z{~;&I^Z{Qv;Op0Gri{BN=Hbv z)f6?D4DRvs(_C=#W9q^q=}gtmvjS<=fu84rlkC7g@2{WVUT3msPjBZ|JJ7RN@`4>u zgxSVV4`DN%cK84uRK%Z|86k@A!(Po&{`66D9jC9Rer zEiYcd$VFoEL!_t35Yj9|^G|~aT)^GxPr(Z!^QPYjBHC(|8oNlQ93MBe92of$6rsY= z`WWk}T8OGflaXGN$5KSvFf}S9K`z&F`O3^n$qq|yot#Iiee!x5Vf#e zl8>@ubV%FqE#P9G*WK4h(nwsbApl=(iXO}uchWgZ=UhEUeT-Jes83z7BHlbj{*~N} z5jE}Nrw9?#`3R4OJ#lqX5pQJEY7vT;zj4(PLS;l3)G@ABg>b-K*L>1(YB-J*eF+mW zopm7o1&zW?t7j#B7H~U8%e3>~;!pg(v_3}GswzB~p->fuf1dN7B3ndfj5@{*>-_Lw zKZoWA#R7FOpCWur=f+xKX`_l@W`9{oXMaiQC{BF}a`9E$#WH8wIvPqc%z0DE8vwA6 zK(RBT)9Dy!tH)g{A9tq{zvsZ*r=T2VekdZMgljN-CttG{SYs_UInSTbEU$LMA~b1E<^4LWo3Vv)W?LYd4c>6nw| z<6e?ZIkP!XT9%%}#xNR8RPhuzuI|yxhu$@8tMZqCD3ir;PYY=4Fl0Fdh+s37j(z2RKw3Rx z^-IxAgwq+59vka3l-_l{#4Y>Xe`NA51chkp(I(<3SXefYl+@cEnbURNy!nj%#O2su z^GX73-7|TxXA1D7ZEt~lhtNXJixv`-_me?ww2<&*09pvoD=SR|D{8?pc`t(9Xkj={ zyzvI81gp+Y7X>rxt2o1H)4=MGrbTSuEbRcEv=JN(1DCa`?T8R z6YHD|A~F4Hlp}F9hy<+C6w+}=b`OuS)8s5G@HiS=St8AobEd6lTniQoi_W;5pl&8F zDTrX0eDac_2nIyrpa=x5_fb2~2gf2a{pu!#vB>aj3C4m-rqzOCQ;=l3I7npOlPz0X z`UO#>1;@*bg@C_$D%BM?Yrm!HO2r1egV$?Gr*@Gte?_|e*M9E33?Ef&ldb(9oPM2LZk*Bpy`MB_7LzI z^cZjCX17+U#62T2pB)ea|7?$G(TV@9g85CsRGQJxMInNR1N{_e%y^)YRfxo4{fX6y zVyy8kdbz~sG5CvX`w^L$j*t>9{er*JiofF11L3m}((mp3h>GvGxV7%y>;>smGG;wU zq@2hwlD_E)2E~D937$~J^8+$^&1LvC^tlI%USOfe=(3+q$e5NDJkoB{BpeVzlvuSg ziRF}xAA_M>usk2AAt@_(B9#?P_Ao|PWP6~>luk`Cdu)~bI7fXEk}TNvq+N0ev|!&!&;qZ}9-cz0ehe<)(wV_C^%z_b?7rn5tOGQJ2a#P>nBnod8>@gf8O*qrjp6nrdAcQpG=nbT~9OHZN%2%G>4l?bb zhb^t)TC55DfD0wgx))-f@57HV;kuA>m3*37E$X);zhz> z0nJxwaZ)gqXUJ|=8l+_fue451(^`cPB{ravXLu@kPR~;Xrk=EhNLj%vDONDsgAd>A zfosCf=~sOLqp7B7Snsl6Vop<3;ue0*e$pE`7B`$*A=~=1CExp8o`kr`f|{e}n3nRo zR@!=OUIOSA3jsYb7uJn1xhu>iUL%vkoTp6J_D*tcwW zr%l#dVc8uiLt@f3QxRs~Q4*&4nlMR)f#>LUy^BADGQ(T#*_{Xt_bf`w^pYay7Xhkw zo1&>yoOrGj{njR?e})z0Ej;axl#jUSqqwA9_f@%?s~=Cqt#5WJ_B@FT37_QFZCmMJHsFWS0Mx~Q>ka0(E?q5)R~?{^`6H3$)=S8T(iWlYLi4qvs*BFFGqWUdP~5w~6GP;~Px+wD%2tmE)i$8VX(Z&txo z+Jl)-OtoHw+P&kmW;zMRa9i-xHS#rkTgvN$*D;9y3OGEO2uBL2bYJ_sZ2}1={S$lVT3yr zdX{5z@56CvaWn5Ud>hE={b&A}(49!R_=?Z-vMpV9ux=KjKbXu5N_a}E_abYlTsuFL z9fl2^NXv>2?yI6%>ik`5f8{u5OTpUlyi5!mI*F3i9Q;Q$lVyw|Yz*Uhq(INdKRDWi z4NgtRKfy2zlTHT{(J*{3#Np!3^E^Wa$3HNuh%h+4p8wzs3{1ObgNe78dO70Q_M&Lh zy#`S)eG0D+&~~^554W_B)aI+ykFLW+V!B`#TwXJ~h5J(edA>uc>N4h!(wiW|ljZM*!2_X#W%?-_ z028y&UVRjrH0^`^sA1j8U52me*ah93oS-J1?336CAn zPv)&6!j6=#5t=~%3XV(oo-{oAd21=qn{S?962EpLO zvnO_t92>TS%;Tp>RjvM5)ZYAc{tb9za?uy9MX@M~qDV<3?|sy-x{!^CuhBI=tVT$F zu2}JYI_jlT%ZB~+jMmc>*(&#btW1$Nl`a%2zZ<>32WlLC2DkhHhn3tJCAZJd^)a4| zc;(sS{Z->1K-Nc}QRa5L$c%}DRV4WwDu3+6LF3y#C$-zcY6NKe6u0wxL7>Tw#A+~X zbrnbXlrM0%;MD2;oNJ+N7hE;amsr?M=&lu%$zNVTZa6&NYvnA=c~hrFuPZ8ml}11CEnNbWVhtETa4V3 zyXBA|ceVIbYmQ4-U!L75SUJ4o;Oacls|FjB2W4;@K?Z9fBl#3R|M{BkQ?-g_;F}1L z*Zij~Z{P60+Q?z?aHO)@-=Q|Bf;stpxz&dgfh7G7G$s%;d-x7_2Gp2wHTLzmG`KQ--XrG z6{U|aXg7HqG}T5;C75nQ3xa*Fmi75OvV5et8u*v2k}j;K$+wzM9FA82WZ+Y^d>E&|$g4vy71)JmR3$Tqew8tDVa+SMQ z9WlgRE7thQX8l;`@AD$Ef{68NM#s&9EAMq6|1cSi*8Vu64AyFKA1bK5Kbk2oZ{QWI zjF%fP7gkfol&|+v`>Zj|kO%YJ6f62xy&$Hq(Hsg^MskCgUL!y1$C`Lw{Ee5uk73AN zf8+HDp;pC6?Uft-<-Mqam6@GaKHYg+Dj%!!{Q;Ae;?%+v%g6eA?eqPy-VS~wd6oY2 zoctGHVzA^KMec|YZQ+l z#m3>@gB;ePl#;xflrNzP>8@Xz{|HnCLcCngZXzfvju>RHMvv#=Z2L}?LxszqQ~Li7 zaQ;v_@eflrS-jVbCYjP&i|-W(KV%Mnt+}XRxmPF4_$#dCuIlwQcUAV1N~=DY$c@S^^)jwe(T>84J~w<M+>Wdj^hwl~bLzK6Jpu;;3`>fPbK%!ehMo-XFEvZ-+WC7#NMRf4@U3Xfpp z@9U|`hQC@+^=Zd`%G~YMRF(IW;@^igi8xYFB$UUa{sD{s)8jAy`LF-_+h6|fFaP2H z%98Ti|NO`Q=imO}?YIB$@BiVifBP@Lz5Vll`yc=M_V@qv55N7(Z-4u@xBvQ2|M<6m zYpMO^@t40p|Nre@{_p?yU;g^vfBVY0g8XwRt!%u9jW&^+ojab>7P} zrh6ElO{@f`br&%8lk*=hA2K)9$z{@*SX3iPFeV^RU$0~dIi_yQ6ULHS2c?}a@&6owy>2T8Q zZE3N3uRnnP;-ca%KSw&?%xTI`J%24x^kVQMEH41L!lq+Hhq}OpfG@8z1g?+I5$={A z2z7Xdv@+tZP?QIq!W`6lw1W_m(BzbgrZP_UDI-(gkHm#AhqacruhcYQ%5z+*PS7dk z@$Uh-LFYIr8IzI$DPm1Qp`CKX={Bi-OTQTTGnaZ?buQFkwZUPQpF+MgP;h$YsbyPy zd&>qLwpLC9EG~mV)OWh&u#R1b0U2eN(#QdB@l~_7oE+S8ruuU6S*da5tu7^DM+o(E zR>}`eN_>F!wj_?ZA7BRQY{v|Y(@4|j8$s6T+twaNuAmLrQBmaAgez)BH=!gx=?%@g zLMMXy0KmXlv@yobRt+c5zaIIwr;^Pir2FkpHuL&mFvtBHgO#H(_&68Sap<$-19ph} zbJ>dh);Rr|4nJpxzC?FSL!SkVHtTPVb|}CKJ2@H`2ZgN#fddOt`F==zvJ_Sd0tfC! z(Ewb1IvMpL?3v}hNP}nTuWD4WQ@dj2o+ZcWQ4cjWM34DbF?x)gl_4ZXjy`N{VXIZ6 zF;fDgO_pXQieB^-QPZM_HNy#83ebe7gFuj2yr~BF=OAFJpWC)zWr|X7t#y5CNQWIXqMo;{VQei{Z!>!L3@;9J? zR^H(tIpxw>sE2@yhb(sSfWU!x>Sds0)`47{EGl8=;C5mlCVM%Q z!)m=~@Hw-H3$@UN7<~#3PK}f1)SU=FG+H(P0B~TERYFSS_;~qu!9}mWT|VM=Q|Wbe z2v4xWDoJm|hrB+Ke()2-t<~Jg!0%CTa2B4l(iHN;v_qDJcJB0{>|WptTEa;N+q}ON zS^T3f4BNela!;vt@&(-v5>f8Ex}h8VYyTj+D5dyup}|t+l@bxu6P9Q@%g~-G5Y#Gs zC8V0c2Xb&FJk_IZHgC~0gS2|QkrSlV?eUYJ0EbjdKOSI@HP~xch_dw{Y|W#ez7`M* zJ<0&^mIEh|l{3`4kJF>kw*}0YrVvUQsMD?$X8=KZ_5|Ry+EYpiXkUH8egM^Fb`kP* z+tn-9;ddAD5KO|&pw05ulJUzR?x^6-VE$K(rwG6%H3hf83FIG4xk_ zU>tq9VikkvSHxueDl1*Vo3Z6|g^4Pn3HY2&IOt-#)x#9xuU;e%&cLC!&; zSy9g6NtG+&JBWS7oyXDVD+E4>eg)#k7gW7+0tC-8R%U`Y`f?>n2%=x98p5~!SAL18 z#9xUk!a{lF+lZ>lE0afjLCq_vND%!>Z4yV{uOur$^efRzT-(em&W9YAZ&~fzT%1j+Ze;c!Vf0sm`>+>&rTPz^PON1AVYxZ3!UsXAU*#9V zw6B^G(JRNR5=0pJaaF|#n%%25M_A^sk|J-P>puO?np%}YqH!bbSvsY}$XPX9qUf*M zGja5*uuYiybl2DkqF<$cqH#n0t~pdNUl&uOdw0$4dFGOBF+ZmB$LB zKkiapLG-I;SdK=Ew7Y;=iJfwXaOfSC7qW15%*s8KpdQVl&p2`7PUAU#q@|z@T=Z5w5syD8R?ynO zrJefI@!JIjt(9cGQ0n8WR_oz_OLoy?oA`yPf{GBqJgvhSzhs})y2O{&*$}^SR8Xnl zgkBFC;s?13DkuY&F2gW-1+C;L_he*^>l_8mg!ktfsqwcf3Myb(iH3H?6|#a#i|hMg zg*L)ZOB6mX^ZGO@{)kN<+k&VljSf1%S*0cTjla`6B|iSLL_wub^mq_GdDGJ}@`f!> z^dN9l^uSLac?wXjz1&G^Q}iWfC#w6-G#q}H}i1l#v zREi-`W1PfbO{Q}Qc8O7tT$_y}`k<6NgA{uz?di1Fee+zioh4A$04jXp6Z4`cQD zGI{B$Z>h<%VSU(5-T_-Q7qDaX(rL!k)M-^0U{#lSmthMJR^o|Z=0Fd;)gu5|X6zAu z0<-{V&DjsspwW_RczIehKrPW1__-3gK`?+ZrN$MZR^zG?4jhOxM5~h39G;mtVy(_r zW1y=hSPm*ptv?aOtAaFxpeG3<`sSRxlh*g_gBh2)0RcLOh_fCzJ++wg+DYgc+muAo?L0C2UB>Ki*5VzS=a}8$z&-NR9hpzz{1>{M#2n!Iv zp&=6moE>WnL;+9b_2oEvB(0CxM?p{V(?o#*xaX)#KUJd?0p%38Rw^`r@KrhFGWR}#>icC~|vGSI2@L})p$#8WB z0QDraLa9gSv&}D{hJc@ZAz>#*O}r|RMYRy{5sk6AZY&hI)i7h^K+{y?Nra5_5coy8 zGQGrHTa&I5#H&N>(P#<*H{mN;DKL~y!wuZsX%vf0Le6oAYour>OCgqwy2If8hX$LJ zI#{F+D5znPIN?|pi>zrWoSkmP9Zf_HNDyd|IPpNA#hdm>WU!4<6MrbW274gM$rWgh zBM5$3CpN9Y)2mhHFNXGHpaiiV%Ije4iUwT7Uml1>P{iT$qk-H3vcgN^=+hk>lcIq` z1<@mS{7Q<3_LR!TTjK?OEba+J4rv@y3nfIpck2_lAMuDVL6ldCYXFUr3WZ?ZFC)~> zm~qMh&&9wQ)2P3tF?CusW6jlNc za95{6aY9nc-cevF8X1?#Oq9H%{j?e`?55lVnpayB*+ zMH#=J)5MgB4iM#bl?;h9`vIgRZY}5>me@J$IVB}_gQpK|W8RaNx|HDaycDmWpf4gp zwZnL9xTfYM)q2xJL0}qcNFwSq@{xqdX|!ZUrPL1#!;1&8O^d6G!w(CTBjeRM0OXVS zM+?U!=(Ei*p$33!@Fuy@G-~43q=lY#MomYOQ^;k5k#jI|;)g#b1rpP9#&ij4I%SEJ zAneHwk!ZXliP6(oN)&Y0DvDs#NK+D$SS{finf?4AHQO|PRO1-q@P`E^lJS;!9)2aC z#G5Ml2z{{`2Gk(%BN~f)A26K2t;K_y!9WuOKcYd(_d%NaLUAUNYY!v6Fw#q0f2njy z4vz99TaIXaDG7{JwE>oqM$&?tvK0yp$k7{Na7eEC1V|!keZfs$2WZ-{A#7Z|bx@ma z&^?R?5AJTko#O89?(QzdU5iVx;?Nd%Z7BpuAxQD!rNO1p2A3iqectz--^@3Y|1z1m zCwunnxz66#ZtvMUPDWaZS+llLgouti#YF^o8dCXNinlbpMkr;vc|ADY8l(68`2K1V zPkySh@X~ZX$=lh{M6&*CvlA>56j^4ACIZ$FK=sgc?S~I#S(;ohg9U9- z^;NzZaKy+>e-K?-dMy=d%vXT=ykMuR_T#~92s}jsVL97Lk5@Hwblmpsz(C8q zYSklqI@5HEsS3kG@lM?*E!pNTV?)}fgxc@lYK=lBLk~OtQfTKiy`e9oRiXW1oaOwf z-d$3a{hDItro}tkT_P|?O0oG2+rBDOYNzH`B5F=j!+CN+#H=&4D|>gVD&A-X zxZ2BsIW^gITV-VjACWisT((FFuH2^pigk;lXv5McxY0~=x;weMdy<~aFnVZ8X`x*x z3!iEX+;omKr=FJI20vW@@UE^tDl2p>dKDpHROP;NAw1*nRh4#+fB#Cu5PKwV^a4cA zu}15Huw>(qpjF`R5MfmC;SA9wRKlmba0wlE9`O@dkb&VW8RiAUm4!_DrN~43{0{s_ zPqw}CzCn87h_i&0Z8&w9INrfboP)Au@jLXXsk)hCVtrA%M zYB5tIF%i{mu;I?4EVZ1bF9NrbHXj)>6S0*YVSlek5t(u`mP4ze6u-$XV{RHWmVlvL zp4d_IVV1u8p^UNX7xYji3}l*TXr@B3*ZIaEFi+GaYp+-by<~usUe@QHzdBn%o^!Sv z6H9&0-J2l4Y6f@K|25lTU)V&bXSrLZxu|oJ)+=F2JQZT1mId5hi<3pBFVSxJ?(Vqk zUAYCmyPvegI_5Y*ssVMvmw16hm#vpn?onyMsCXd|kCK~87XC$rvcuy3ED-qGNf+9{ zD@p@Vn>FZ%;TK6k8SjuUWywVK#&HyHj?LK#zJ1KBQxPneI-u8mbzcThT;07yZxBRf zx$evdz76Jb#%g3~p1(2^Pngk}V{ZhQB)F}QS-ao7*^Dh`)I6I#@K2Zy=v^7FtGiuR+E_#7#UwjI$ya2h5% zZu7g63Mq9Ax@Bg9u+3+Sy_AxTkFxDv>Po6Tf#cKgx=qpNT$hFYkK z>{lT%RCLCzZ`nOXsrpDipY}IEN*rqr2ptC;S>d=^B}mVzV!U{9>T=VcYsRu`(YnRufIbwNN&`OSHtp(% zVQPs*!^^#AprBJXQn44x5#&s*`TM<F;3ba%ZSRmNmO z+nJb&&n_!;oS0m--DFVWBJbWQa?#_LZV zhiFMy841aS7v3Y$-adR>M#EN`+i3BH16mcPR}nMWw6zf|h-rfQ$fEE)cn)~nai6R?I5G1mMbf{LIM*0Sd)Bb}H()=u-nS-GAXs6S zmPK;%JtBAGD^LAs&h)(dNOWmmSV0cAN}FuhOuNW^TTZwB4AI=a0=rhD!W zgr2P}eVAkoFRUoDP4e42kwXP2f5VibKc#as-x^w&ti+(l3t*Uq^=jwt;v(T} z!dQPWQ4hx{6x{&Eh4txyK&hJC{zkvtb!u>VukIB zFt>d=A6uB27rhTru%*y`@N67`R?xvnC_=LX0oEtHZVE=+k1H0{zn1tvL%Aqtq?VdQ^5B1rUPZfDs_(cq7yjs=N3K1-5 z&r)@w?Ah3l{++f)$EuU&m>v8j>l-4b^q`%hh4gG?>4dPyD9V?*o@BUF z=q{7?@O9Lqp1uZfWN55t5#&b7|B7(#aS(sGpKHy)PJ_{J6L)k9@{rF(a-r0#WFlE| z%u7m0G}*h!Kyb(*e7&b0zeaQvc-gvnH)z?|Xds3tXdf}K#tDo_C-clCRVJpyj8LaCd4>yVFi_~j%dLo>6i851 zlEu5rJrCy1YV=H$Xmr-%lEcL@^{A?-Lg-e0C06HFf-dPh^`Om>|khHRWF8d>#jyRA?y*iJ*^tduV8fpAN9 zGG?|38x$~u6@q)tPD%=tsCLPtH82PWH0%CeyT( znGnY>YPZ_lkVLHZ+=OLb9nEoFo2zxnR>FhQm2)l>WPvM{~uN;zyM~Y1L`-bq2MOR2= zg_WM@qKbsu=`~0T*u!j&Ih;Q<2nFXJrg8c>n~_TmHv`nOD^1x1k5tGay0|qcw%)aaWKtF6q=`qe8mFsX;EzSM=9I0J+E+$9EknG$0_)JnH|IxswV|qd zJ-j!A)x!-qrAMs`>fdzntu#RnirghxYJ8}!NF&tJC@6>Jn`06CCpM=e{(n3XK8&`ouDz0Y1nZ_J zRx_HRv4}W6W)%I>OpOR-61Ye0&K*+zbRk$L=H(LSx?8qh10LQI7IH@SgCjw+&y0>yU0(~Oh_SNY+Ck}RQ^oVdrt z@GWI7&D$r&$j@$0YBBTSkewSM!R+(e#d5+Ad%5FLWa9G@Lgro36+31$H4{H|R}p2} zxo^|>p23Jt#7#YTj;SoO%2rf$kDFQCyc^2)ktF`Is;Y~aS2c}aj?WtAq*Ibc5m$%X zLcrL5KHl%JsSL+dp)e|)Ow$z-jVJ?OA;>nAKV&v9ESeg?h z)Cn<@$S3FBiX?}!0>VVKTNk8Rd)B#xGubf*xBy%Dil)cea*vuAbiZ*h?HnOI zh5lI~xKYNGF@SQCGWe^%Uw^jFfD!&4v7QzA9Y;_rMrH%;A|&^OBbOg$`q8NT zVg4oK$UDq45T7s#t4^wJlDVCLNo#oEPBPyQugaH64s({Wg;%?9mfCtlMZ^eqT&N!H z4w-rejYPt8a$Ph}?TU4O!EIs<_cC&2FtsvI=RJG)0kr<5*=O{9P z-~bg|_?{Im}Ui?3XM&S(5wx8KSy zhvyfqL!ocIz3O z>_37NX%ZNT?-);>Ky2=+rTxh0{qd}gwHD*yS~Y5oG&n2wj@Ta{4m29RlQxPcC}cLq zfN#ixDJ=p`3zW55E>_LP26AD% zD+op%qF)x7@>7ij4Nh<@|Kp0L70pY3`?Ii6ilGf$MqJB@TwzZ7j^;J0CnFtYIl^Zg z#_}mR8Fs&PR=f~Wq&E8+LpBCzN@faMLK3rm4D+ID=v76S>$|DCI;dccF&A=Qc}RSPSWU$$CA=PN0Ele$Vg|Ean)AR_f%T`;*)z(=$+I@w>)O4ipx0YA|QI(u*P&=@ayev*wYAA?CHDwceMakxt^ zZzT!CQ~Dr(= zWK!6VzTdOl$E5!h0O;^I1E1P{Tt$dQzsf?&_K`aS!^Fm$NdD zADK&--@26S>SjQ8H}?*kSVSD;w0n#|d+O((jYVBX$B^c$s{lelZY8JB*S7$P+KVEb zFC`1AdV7o%log%lSQQTENAh|iPBo{No1w6U^Ho)>F=tp!W?zfkds!w6qQj*^ySQDR zyG2vCd32(^Qe#C@W0^X+*wS(7%t=3Na-3%j#Zs|6+peWJWhrC%KgJVP`N3jhTxi4D zi=tpq|B}yog+J?)=gz((e0`=cK;GTu&3I4^k#K7js-?|Uo!TK~jLNqugHY+fd!34= zn9v!b^k{A#6J^IR{`kt{R9X3{bV?&>E9f68DT9~8tD3S`JVyiDJ^8Agu^r;mhr*p? zUsdt~J_I@dyK#Ab;s$jAz?sVF?r9Pjor@aa1zquYVZZGjwNG^1Za^?8{ayMl zx_BE%TE#5Vu`fE$OZ#%}-KZ+-jE>2}$@{bV)YOVw-{Ceex$@2-sk|yt zt>3fEU+6Zg4$D4$PLp#4V;S#H5*MSr_!MM1$4y5Z^Ne z=|<_sn|pW-{SXXC4jWAmy*b;EIKPf4f~g8e$=!p0cq zy$vSY#$ey2(~4p!gLZOzYc!1VgnGoL{2zC~O#CRQWjeT3=9W_|_ND~2(|`Uos-ad2 zf$*STA@tyVMb^fQBh{!o;?+lOB(qBc{ zD7SEoN9pOeZlE1GnZ#^XsVPABQhQ+RhwQ>{hYNLZ&znt|6r0mhb9eAd15_?xwLA>H9%v0*j6`j!IlbDbK9hercED;DqNw;SHDak z?3D_Gm{PRBdQB*{`*wWN4Etui4fj_*7XIotG#uG%~9bC{;Tp?SolNV>?xFhZng= zEDXHrPpOSj%fR1(zU&=&NYSRzkS=Q#?e7}RmS+0{VbXz%?3I$E%I<1U>}XZgV|4Br z+O+BJsuPW)MRVq<5+(c&MDOni1Gs%QbRaMLi-%MI5QG%|)i^gQS$9bqb7E>5>YJ;C zSSY>~^OcarMd=EbxmS>d9YIk8vq}yDoH#}gcp|yWW1uTh0V^jR5x%r1!qYh_cznQK z7@BFZRx{6uZZlT31=-#(E2+$#P_?&AxW6qHBvdl;4j=`jn+jtX?tw5~#nf8&r>JKP zC+(c^Ba@;$*}D0g2yOxPf6#MdNrnSLFywDNY%%0P4@`$GUr@qfW}Lf*Ws+0h=tNA_ z0`UIm%OI(cJgFwpCE(f)dvZTH7{Jj(d&hF?2%>&_=*f~fT&moSQoRf;*2+CIC@daj zWMM<|i=kE`dfI8HFUX3zHoR^&<9~;e2fL!YKMND*T>nk@gO_j(2o(cUa@O4@r%jqO zUwOv&R%fo+p3B&lCOw}3KrgVq7x+lX z0JSEq?9|>b!gWI>s-2-&_$l|;m6ywg=eNl6vOJf;X)0R0lh8=~tF+JXL2zsJZ(qGi zA`JKilPSmnW5q%lFk7)Pz7UF>0U|iD9j2y{Y2)^IcL<$RT8Ef$fYc-x*nO{22b9`9{$M#&UP{9%C(gZi6EoOJ>m89I4pjFtu5oCsX9gYV+;*~#H{|AJ|_A#a+UUxu8Av8Mdir@U~lJ( z*nh!Zpj|)bsIoF0oEi0wTt%()A1K1}60G5PXw^IBOabVR z=JF&i(-84I3e@LbFDUatc~sGlPs|;n$-h3IQ$OB*uf;fW44ix=nY*Azn| z)_1dtl-DRqNp#Z4^0lrcu{$h}#HRnqctHQV-SRh2K=Vk40Xv>L(ff=HJj?*W)jI_{ ztJhI0xfr`Wg_mqjEs?d2$o%m0I<7W5Z6 z{#E=7XE>uJ43DXfu_)p_=HB*#>h6(FBau9$(!%+}9C_hd0f}Cr=>5aLNImW`IyeRT z-_^@DU2b$MCqxE2YNuE@BourMp>!Hg`GtGuzqfNKYT&mF7bx_fTMzM;( zDsisPQnRBNB%Gw^KE2&SUG!BYJwKG(X9}292$*CFz^XIv+dt>hP^0lsEi93a6uQ@j zC>P;Et_l1q*jTqzEQlmRJKbu=hSCFcGR{Qbi?U~+JeE8r0*&+ESX;1zoL86)l&0g! z$d$dqQC2)Xr*5+|`21p#PZ#uO^@-eFNhw??oYDGd`e6WZ1wXeLrq)RlrrDhL$Dl7&lNLolc z(DJ-EK?XuM=%vaT`Z(|T>l@Q7T_395zCDa7>^S5zNy3lbWWg4~K{nm8y9FXSo(M6Z zD*h>l;$Xcw7FBLalAUbLQO*jpY*{q$vM6E)kUYG-DQzXGi+6@RtQ3EFS;+5wV^&8GyLL<5)^L8Y7S?B#gU`R7paINeJ^J|SpMA|!`zP!CJ^;ML-C12Pq>;CViJ;V~I*bI-qCg;hMoh!fiRGZ1|6>CvM z79Zu;E*Xu7Fv@90u`j+_f*?9Neofbbl2n}RiUcI6+#6X2Ig7R@xhE|*cGTwDOHRg`iP(UZhF8g(7n9Od$0V0(l(JF4J(x+B0<#Gf5jGVzNHtzAstRS_wz*c8J#?g7r2uUFpfs>XK04mOS|rakwcAQgv-tLhr?Xh)nm(eBZ?k0du3zHAawh~b?lJ8tQe#}i4B-g_qJ}Q5t9m%t+o5)7L4H2eZT6FS8;zX^=K=@upxAXQ zhT~Fn38sPUFgZK?Vj`JTJWS^HMi~*-_MxJTnEgi-EsQ|b?dHY3bbe!D2|g}Fd=$6r zkc&ynhwQl64dCvZZrRowRi=94-aA?i+peije`*bN!I-eQ@lu+>(&O<@5a;W>Vv-vw ztrv00B&$pnlmq!xk^brHAKL)0l#>#>a`T5Z1L5OH8QqMrgF2?3SgIS<4O5pP2#>=r z8|9eH+cb8;Spn$KpEYD!%6(dqT&fHFK~D*K)A~f*Ag1nn!#)JzdVyztFW}J>;rrm> zYu+v2-JT!w*%-WtW5gunh=gb1NM$`;ZSid07cmygs;@w40LA*h-1K4d)+UWF;Cq94Kl}KvOiT-W0_ld zSxbtrHu8@b9L4a~)uAyTD&iS^b>W9>AG2uy!t=6HQwMqbwIckNSBXG>z3qaS_9cK# z4X@HDb?6Qw`YPv9qPDNnX!+CfKMVA#OKAhvr!>DA(GP4jnBG;iHqS`t7n@WmE?Z|>hGGP;sZteD5UWmy;1_$gYdwT)FbJ703p!52iW|> zcW7uZC_K&(5cfBPhuss!mSd?FCbXDwS@e;AAEDMap#=sceySRwR;B4k92p=o_zam_ z?#P79r3TVhRWRbN$Nl)!dMXx4TJ5jy@G)Oqd^AEb$3{c34`TmYBL|>=Do17Biv2Ao z#d?#t27mu7`Dfg(Hqr6HvHpnk@-0xx9Uz0vIrNg(>&voCw*l(j1%Uw~G1bl27pVX; zT&eUTS}*x$YejrT3yz!^XDTAqHgUk#fLve%Z$iL3d04HBbm!_sDfh}Sxx9qm{s<4n zdhG%Pd+jS)LEI>tw7Eq#=>0j=GCjH|13_YTz@TGh0b@c5iTT0?k<;Qlj5I+~G%NDn zY?^Dd@yY#MAGnr|w~y@J+JCTU{G)Mblo;3AmHYE;%_(`xtmbf^_9xlt&fMQIzX1a1 ztlvr9Dry^t-Dr8||Ko`NCnDY^t52U%7oVU<=H|()s~pm5$!mf574;}fmIP==ut0# zQl?=?iRM#FCHfy=02l>n$Ir4$gj)Jp`sAZvdY{3g(+$@!N{4{K*-tycp=v zZ?_a5D&@gP%|scnGkeb~orIWisjnW4|zFi>;66OEEJx38A_Lh!)o4xkRQEB*hvp-}shMYMA}^pyF!FYMjv@b<5+qm2Gn5!vbp9197zT>u zQU#Z3o{!Yf9u~GsZ<`uvt7NUT3s?_I4fv+L6pys?l2YCtAyqEFrw<1V? zfKF6_VwDc^3b5fR@Dz9f*;H>2F=A&fn_7i{&Urm9nHU`$XfK-enmma+PzqDU%?nN^ z;kO0+MW$%E%`B`YUJ9n_P9f?S1XIb=0_}7+)U>FqXoS47*n<&!Zm}XzcO4i(*imvs zI_g8Pm;v1t0v@3bXbNpB&BtaBA>7F036fE({qeupOXC>U(cKoe&Lt%tyYYZ9yB0Rw zNV`nwV4e#LBe`IIZgaSj{T85KG_3?)FZP~bF-9mjE6iytQ$MPT+n&zH=Hh+ibR%SF z9fPKO@=e)R%rZBoHCkND*{y}5rL5v_e@)i{-h%@+C$8p`ne+~PKK)B-*1xv9c(?Nz zy-c-1sIk>+Lfj&cR32#V$MHN7bhi|PX*!E)T4WaA-rROa#TIBS{QYnAFm(kE)&7-;pI)CdRn;YxN(`W1u5Y4VzfF}UpF));gghf zp|-X)No=|@UBa12x5em@cHhyEM}AEl_y8Sr(t)7UII)Y@A%@QI4W!<%YTVj2)q()P<1vP;D*F*csv}-*%6w zNGnN54%BJ_rF=4s$rLZ5iM}Z$%`Wj)aZ)es;iRn7Z3`6Ma+WFWM5H~_>BNL@vsDTN z)I8yq$?SFdy++SzY5zd&7d`+52W2aDlX3FiieFuw6&VUV!_3EAz+lJKnQ zR~?pj5?05gU797^5`rD93)2PZ{VC%A;6?KGl^9I(x38dVkV}4dVu{UOA%`v z|K{T-P_i+_A}n2aCPF8jVD=IDju5#HjsB^vLQ)Io6~9T>$_h)dPLku_Dj<4EbDRg^ zvKykfi#@C~Mt{{|A$tU!ymC`_M2_f&&UsWgbpXNu5`gb{-( zVG8&4#B@fU*oBptpqrQw0iq<=o9FS+ASkzr&wMOEnI7AU`yN98WY2=|2RpoVsGD$L z3@EOxgUI8ueds-O1c2v-rR!a6yb0ad@UkCL4ouEzhTFQEOzOk{OIoS*3|JN428p}` zd^@*kk`lj1Ynmy{X}cqs!tyBfnV5C$7PQIS$>`rZCU44}(rg267u&rJ&jwl`neBXv zI?D}k`7hjQQ=<|n=d3(ZUrpI7`gN%u{Zokj`tf5Dy-cCN-#I^eIcJY3pk3W`B___b!bCd+BzcQlB6K+Ab6=YcK7*h3jut8=wc&qSykfp_y^1lP$6>5WpMvPZ0Rt*{@4>K43U46 zC6ej_DphBPZli{&kv;0)66#G5ny8YVZV{5{OF)$PzstYcK-%Jn_g3NNIgje93jImA zKJ+i;(J-Ufy~!l016#)x;l#tj-QIy{W!!t2w?!3!YZT`oXc)F@%I#R}wTRFP)aJXL zJ#Ara-0FZwftC--|0cbcE$r?8B|Y{3B|TQy&1zPhJ)FGnXYEMMJ*bk0GwBPyFlY`p zU3c++b6%`B#w>R!yV!ox<{Q5V8sryeB`(s|&jQC=hI-;xI0ZcmbsK>}Y4U=p*(e!u zW(nesippvT8$n+%(~H&86=bwiwxin1sN1pdsRYEpe#>#RDCPe$U;HKWTd@1vh9)p* zXN;R(0KoJDfLKPRCbMi-p_!&y$T!b#E#Y~+cOPmv!dEDkE@xrLAP+~Pw;F5&E3$j^ zWqW3_s7&se)q`I@QvC-3j)=2zCYt1^ZA&>0{v`E&?rG*ZI`#O8;vneR9RqDI3Q@m; z$paHL<~#mMf6gl#`(}*uLzD0~9R@NK44yY_S_w0QW(DCZ7Rher zFI2xOVTfi8REX5f5)b^x^(iS7PhkCd%!PMCkL7#Gv!FHGSzN-P-Z8vH zZR|~=x2;#GG;#@Z(t7}p8YPX5D1K9xFdd@D-0L?1?Rbo?b2QTFqA(Njcv`$j{@c{Z z8sWWyhB~0Q-IkgFp(qE8>O|(Uv5(8g3#()u>7cu{j|=D^x`f=`A-B*;11YLyP4KIO zh?2Cvvsf}qXr{f7uE3pyE7I1!+`(OEx<@VBaYv2TM$uC2XkY!}Fi5y>Qcimd*1ug9 zGEmG&A9CIes>Ve!oM}?y_g&=h^=3b@*=MP!O$>ps+{T467U+D~6f^Lq4y`_;to4(* ze9JX9F>9U57yj1(&F*>LiyDKH+)LA-KqKgwuM(ya6e_q1(GqDRG>eZe!B>0^cOA=E zATFblqL2`|w1Hn$Nl&XINs-+uz}V5>_A8Fxn?IQ7%Vt_cZX@>`I^@V{s&ntxOv_>f z9d02?U?BCuJv-0dRr)t#(!9zi?!xUEOXSEa!HNio6B!d9yon*AmXXI+OJah~d01dh zKIiNUw_3fprNc_w2nD=x5puR&q$UGf+7g=QQv~F@xXXX>TejVhKElb5grf&7v2ond zRU4CBQoQ+{{q=v|KVfBSp}ruYsK3P$g(sDY zp~$0(C609Tn?5Ib*uI&C3v~`c=1bMDdR4eza`w67J&}yj$$KJ})liOK^f|78N@`4s zt_^u~bKvRxp-W0klKB}>;=PjAZinF0HIjnLR?deVxY)){bEvz*t_xWluPgXhMT7zCzhP-IS zMLh0<0*xr8hte$%V+NkVA%KNSmeG8)%M46XLf*^k!}^Z&%sb_j>7W`U zp9v^!Qf=^AZvgglj`X6XW9SQIX+0S^gV6hy!%cEX$@~_sqNkaO*+Hit)VJ7t5hYPv`bT+Px z#O35+x0c)bH&NTJNzAhOK@4NY6J_5S`&+T42)mHsA9w6rf+OBfgsMz zY;OFTutd)nH9{MV>Eu+bzg=Lh&W2#@$cCzui=FajrCGUGJoz(hP@={oBY1yEzvP_umh)?qlo0MEdd4vd2~`sS zMqHU8gw3p*z}GrHC|bhI{3sf;K@QcRh}LS{i5}XUu=o*eD~#x=&q~byhkjE3pR}9O zvjO?d*Dluxer7M6c9mO-@o{{5wh`Iq2YJ5*GQw0zS`k9O06b>2c&x76>DEU}wrjFQ zISOMMDH4mJyd-G2_>Qsj=Pcs`%Ve*}FbDgL2Ke9vJFIWDu-c;^X)*SeW29w4%-;gD z{Y5bAz3c{v?UgQZ=D!BGwiOj)%)VUDog0WAA&?+6Y1oMcxbuX2cd)Q!SSkjO{;|~MqjhugHEUJlQRRXYR0tf_$lg}*ym-9 zG2*oGqzK#cQXj0F5Tsp=9Xw*>SY9nE9n=r?x%o6xlr)U)*Jm5LOV~Y}K=sfgVIlkx z4xO{&etAQits0+jOJ$>frimey<3E_0QG0=47IO|wxnF2wKxoq_`rO+;lXus%Fv1#_ zwZpd~+FC*Qfb*y&zf5r%bgKxhiqQQgRX>Yj(!T-*hFcuvLYAVDTr64D_L{u9G71Xc z#^m6o+%Z#16=Fz1DqFZS!tYWV5m7;et+PpYnP725;opSE>6tKOF;m$G?IkSH*G4{m zm>`!XLG+(I=NLQ*X9Uq8w6ay3zjZaC4_SX+`c8v1kDj|%!AmV02@6^#jM8#{3B?}b zU48lbEBw4s!ZRSPneWnNZ!xw~)9EDCzrCnsHah3yK#6^BH!_>_=kvn* zgt#!@&&m`5<|xB2{RH}O#u39ddf10z7IS@Aw%&_)6V`0C)gnaev>IZ3&wKw7DzHE& zH6M~)R-M|_mW>+&M;$gs|Cyyz{GnvfLO4P%9D@6%!S-F9Z)=g<|9rR7yg(kzk4x{w z(it;0EB(4I(TbjBH$6vE_LP%fPpA{`33H1w);g8F%`@I5v=8hbo{a#X0M{7=p$yho zp?i0}WYRNHm~0~Lxnf#zFHbC(V?ijzmNxZQQQZfTaQWTB?3Kb$f?6+>kOhTULc~GT zLeCwD#_$$N%ma{@i7G0=-q^fb)_$IE!&GsAAKDVD=sGfOabeQF3v-jvfM>B z3K~^Iup$pm&A1wHn-MB&taGgy3_{m3T(FT($ei|c-}}Id9)(Xt>mzA)`@ndl=!#m` zo@4da2v6Gl%8&DA+7INCbO;c<%?^&w|Ap5Z&+%16q^hf=YS*Fq__O7bY=|JcdK2zt zr6ZRj?QHKRwukIwUG|QWo+ReqXs&juOs;Q%+_$Yeb1e5Vu2*+4E9k|TZf_{NJn3#z zE8s*#3zl^;UEWwR%-izRMz};iot6bF#6~MffwMuUcuqMPHUW96>47T7Nv#>u@y;6U zR%f0}hE`dS&;;Ymw-sHod1Mb^Yc)DarU?-h^0A{aus)~prYTIdL_9-<2r`(WnxSgLk!#lk~^O(P6^Lr+}P?v z_mki%ezJ(Rj|i-wMd+$;l$UZzg0M~yN6H)^4uM3*8px=!7-nr#TrD`4_~~A>2Ad>~ zA5;+ku);lB$3Zk0ygmU=Eyci9s{0Ptv2EOnBn`~}`OhzxF zBRr+_Z;q%ylBIb37V6NtDBti;ItgkY?Z%OLLZmdMS9X>NX%(EE^6#lBPUzUg_Fsz+ z#yAFb=OdG$qh(6Zt^(!}w+NZg7v)Ug5OPoGdY1qWzjF}oTkxai5&Gt|Ao^3NOt2Wt z%=BfIi~FoO3Ot=)(KQJ}ye2NFc8)Kqv5j1N!Oi$f@v7>y_0C%x|CqOd^!-E@{yY!3 zy5BMz)LbzBve%4+^SGD}4`9ZUqH7UNrxOf_MjudNfGyBNG}ASrxhM(^t_&JA z0`*yiwF!pRwtQhg4rnJk92!JmRZwK`s%P!0D5wzF&ek#96?fNwa zGmoX!8Kj7?kqH)wjsznHh-?G9jeCoO|NaKaMC|?nA{lT#FM)Kvp5Gco*<=5CASoxY%*%Yb2|ZK$O8vUWA8V zmRQjrk(=KJW`z|nut?uWJFLmN07Ovg(4T&~Vq6R7VBizVOO%|YAN%c!K*V%nS^gq~ za=4RHkm{@7%8f|LW4DO(Te{Fa;0!MyzS}|-lOWZ+tvo@L&f-6%>qMqTdM8MzYXYQ_ zLIg&^`shh2gFFYiBmMR4*ad%7zT*U)({ZxzII=tH{v=I@=bs$?iz z?oVmml@4D&Pdh;8T*pQRSliDJ?f2?x#w=;_fZS~ilr1I3SxM8jpC_)eMTNkrDY=-U ztX`aqcDDH#Mb)>9TRMId?9OcbG(kg9?ev))Q5rAUHLX~WK0Fbg^0L?avgii|qv|^q zzgD@wWs&J4lRZQpWK?c~Dw;9JPefq~(><4bi!HuaT+($mVZ)f+AIs&uVG8yX{dB>5 zQMbgOw=x?{P(kcVFphXqB`Mu;v~s$Kn7|WCgLZG7Njc`f`mZSCXgOG7C6*R1DhYo2 z?D9=IZt3AU_W)>dchJCuHltUy{v@lv3y->VWyZsa5$)~(xSu||M$Ut&7t=uPgfdC0XV*l^tG>p zVbJ${8All;OtrRm>O9LKQp?o?HZ@8#tR#z;zeHB}Y(BR>rPhfIR{|SsQ#3Df{|PAZvR{q`YYoSZVBoc; zg}oG_H@4*J1=hv|*80Wd7oqqOtMRhI57#!g*_fnFT|-yZ3UzwhM+8w?wQ`sLdor$)!l|HQDVmiE6@7Ff+-6eBs!Js)_C#aVwNT z9_C{`&BvRt@dHYU`*=`!5w*jx|CDfWR!Yeii|mf1*^WNqph0>e0r)7G{!EAWeOsTJ zvOJbL#V64FL*vM}rKq&XxPqmfEhn^};11hU9p9uWu}1oXXU5s*cS!7Umf-Q|k7b5yo@;R5`U>w>|*nSYAhv{7EWd>wo6+VRpZU;hX!&(sY2(Rri!ccruCPo!u5i1((B zX$O|q%?WPsh4fnL&y8?S`;qOoyW?7^U(TzYf8lp7G(~rC(Q;t<1x3VZ`m4Pg&wc&j zIUv%VVHp+t=+yx*^h}=si8f^V&*t#hekRZK;6%;xrto1>>XWNzq$~IDtWDa{a93|B zzWE5j1!a9)(tak|urpDk3AAweaMyR&zpKlo?vFbfz4q(8OpG2|mT)FFJ(FhOo{Wxv zfCdAdfBj}(Nw`z`eUgrw0j!s|-JB5q6c$){_qi&O2QX5er5kbh?WKzzU#>LceE8A# z0yVTF`J?vsrD_Q!!ABl`|6BjdPM!(p??>us`9R;HM|xL7T4xpY%&?Wu!td2H2Va4# z*Sc!TZsv9~1wYFb3%?O{j>?77{uB*2oQkmL6glO8y!Mm+?9*xZlNG5&(sS*dcI0~2 z0|uY~&UAk6W#1flq0M!M`%E-Nnl-L`I#J44Ovbw<+>@J<^A)pJ7#BCiySl!j zy1uRc<$)MlN`7VE_2rT&oQsd%%s;#82FQA}I&Np(AY%U?Q~v?Y_W%8X@+1hoO614Qxh`RpaLxo40mX2bJ>{B?HcyZr*b6wHGb> zD4*&VmlpcPk5~BVtIg74r`%+z4Zp*dPy{%o3D-q1Z>y&BL%;pWMpLVhTIQx)1`9wMhG&O?MX^ZP)80SC1CdaQxR2LiG{GVVFF4DSg zY%ePs(|4SmtLI1c7F~f3s|Ufy)0Q)EeMyU;PFnAchO5|`tDLC0g`g8x1^dM%k>#?x zgXP9+*yPR}qn}&b$i|cB=GQ*`Ig30m+8-#)Y1kZ3*&RC+U(V^yQ8c;|&q;>49>|CK zScv&rShjTn&Jz%437XrWdvK*i$*sVd1~35qFsEbL_Iv`0m&LM+<%aXN+tZhCB1e{& zK@V+gRO2amqTDUx(Hqi|Ia|}2jON!TBr=K6YkQ-ji+!;+*renO$!pxS#$-j7i?;;Z zfgU=cF2AGh{23e&rvXG^>TOG zn2oF#To>7UyqP2k{3 zgeODi43C|gYF0;=M#kGqshf=*FxY=%sEhYb8^zCiiJdCrRcU(RKD%2oU&`&O7gjKG zH=i~om~&R^EaZ0mSnRq)Avr;ZA?mKxiH+ZP!;muI0-aO6QRkE&+{OZtNRiynIqZlQe-!~}uQj2id$>q^3(g5JNLYdEL;vfMOfGv2Z6fX+EX`_B=F%q_WtZmQg{ zE*GO$B|$w=jmb?1ao&p>hKtb(`GVQC$-}ksa*{>NpdAN4IhnXcL{`r>;2p1j^?U}d z_;g+0qKOjbk4zQP4k(&BQm%G-pw-##hCP9{ja=t~F$16hu=Jqvzx0H=XB~GzuIW&3 zyuvS<-fk@G8YM#8l2CfH&fceL;z}p882DD>$1^#n->W}cu4VUfmgllVh}h;y@*y$f z`LWv}K2-xN79yR6#?E^`FH@BK2k6e-rk&49yCFMJts*?-flro0r=Zs!B>GgH0bzX%@#ie|3UG9A;9OVJqnnMkMi&InQxLa*K6#@X z!teVdDMpdHn=qd|)ejrp1d!KrVwg-A_;qim{|c(2hD?q^D4 zXU)rR{d$`AP^dcZ*>#UUnM7dti2cPEH1-94S)6*B#v>1>C>E=kIxNKCo%R>OXzXqF z^0h?Ixibm{0d)jPN=E(dX=*~D7MMYS&KGBs*!`;7+W$N5a1i@{=JI#}it7pa`F&@( z;#$V#UtH^XcIjN@*dbhZ>=tdP(nnAY!cuNOah{ueFS1+}@+-dz@$$hRmio1nn5Pt<$JW-!BRn*HN42DIS!``1Z z(JR9H>1IhdruG~CHam+pyQ$36n#{X_A3a;4gC*@Qv*6yGm0ukqyPwAK8g^myezw5@ z2wlXMT=&LP?)NwpSJmwW`m$b}AUBE8Cx0~Zan2HUiys4(>J4-V`Y)gv7X60jw_Q2~kD5txJb zd+c64zu8zj{^}xSA!+dp?OvUOoZM?_qJ+;O-8<%57Z<>(V_^6e2y&93ahjmv8)ERc z>FgI%RFb{RFBZHzooT?|hj??}wl;#U97-4(Mmub7)Q_)c=TXAY9WJvoALbyKYQZN) zHyK2%U-TsR=iiP76e*|onMuAL)#`dv@h`Z`)g6+308Xly(f&Bm^j;DtN7d}~vNRy7 z_+n|oo%QZwu+~XSkRW#CbS0!gyfdI#wOsBldwyd>p^4JRS8fJ=|Lu8BsT}Qm{>VXn z&9%TD{{8`u9*{dOYIx@h#;khOQsf^k>q24|_v+ynt4#Ae@T=qJLCg7f;L?BSZG0KY zvDWA7Wd~vlCP5%?+J%je0Jck?oYZDj9b8VER%~@s`tPbcq}ws=2iU$1fn4mIn-dq} z41si)-2&+^f*r(j$opsKL5!s{u*o39Mt4)=QZq@c&V2Q6k4_UR;OuAr^R%XM0m#Gr zl)7c>7n1vU6*wjNo03$#{y#jZWkK9JQga|yxk;H`hlgut2edQ&#Au)IOptxfOZ0@w zidH{%sw>m&_+&;R=rX%cWrbEMXXNwt$cfJ6yy0)WoaXaQ|MOQ(^^U{!U@a;57wOL}@yhwg&;KY96 z_nfnhBBnb-_5W#m!uISo2?VwTdaORz;GduUzJ8&$d2@r&+Rf+kM2x%{+Y{xU!|UQi zkZ*Q07nxP%I_mz*rAMWcrt5&*>hWcTuCW?5Ubkwg zu?6D|YLr}ojTrs-zm1bxjgZXoM~T4_15KwZpUNs4iW6>l{`qw~ zXP5=n`S}xFaO`P%syU^?1lKoHs5aG%=Ia?AG*5O`u2-^AI zGIj>J5ZZo*UMqV<%B_mEV6s3vo5a@`57#Txx9Y+zAJtv)DIAT1CG%-rKZ(Ie%(H7A zQFMsF=uN-KvulnZ*JDSNE8gk5EETt|Z5h9wlg+_(fsL}0irs1|26h`aq1RCKE;$&0 zaEHu+ZO;x8-?@y&Q=ZyzvKQg)RiSW+`Y>i_kA=0FDY06%o-?#Dz9lHCOzRmckJBv~s&aKi&R#YcTEU3e*EmAmoz)}GBDa$_HI z5ovpT(CeHralq_nw>sy-8ZZ9OE_y0ANWgwJEx~zJB>*hz<)g>B|(qUz| zNYRi4y*`=iw>OB=TF1cs+(w7cm74wygNUQm?zc0UhQSEf@oJx$!1$x`s^X1`Ybayh z+`?joVX*!=+VKBG4&vz695J=G+K9HIeY9)I8x>dVGOZJvWOw{$48C_u9Fmad(d9h* z;ab9>tv72H!?XM_Z45S9zuYD=UEWAKo8p%HcRRzhPC4&X**Rk zh$#=$IJ8`7oNj;Y-O;e&UWZ<^z5RfhO5XS!n>n!|vPJgI;TZ}sO7=MtpmeStsxB7#VtAuWW8bUwrTHH+9|m&{*~=V!gA>K7W7^#c6>E7 z>zp;)pYrs5<>)QU-q4dbH8l`FHze+aU0@aaUHzGUw$tiV&uR74Y?-ql>M-&%YvXg`txfsUYhTt)Y|6kgH?4d5LyC z`y+s2YyKtTI&0*b`#3=B0Eb5fz(2*7sex}+B(BMWwx`xuyRN2ks6d2UUOjV4&c4d=vurlkc@A74t1uf{=?g(+-H=$!vX6FsDOgvCFrPW*%nEda|Z*%)C9$ zbJsI+YL8Qd(<-&1<+>$1Z(}Fb`ly-g;2^lp9*DTw4^jvO0&lS~Ec5-Mk&BR^mC~f3 zE2BwCZTR;5H&4I0`O6wC7$D0gc=5!)dMSsj_UB)?SW}BWN8oYAt25|n%YkA3adv4^ z@s)VC)dc)-wDa9Iy6SlP)~9H`(+N9Wn9q`v=W?O6*XE6o!`Rbwwp{)~^Du()EnPGf zQ7B%2CXXpKTV7p~(E%Ug35hejQG*D&mry*^q5-g{za=kqxjr zw~b~~(0*A@(*3j9RP~!W;O*dt1C|3|XMj)IMC=$mH+nb!;hL?=hM?o}-ErqE-0$Zy_$bmCx_s`lRcYCG$t}4kypu?Yq-kyovG3 z4t=-!VV7z>)W5UcWyu%pHJY=l7v>%j4I8P9OH1H4=$%-5fg;ziTZLbJRY~Z-Z(ga_s%z9FJ(u^ z<~q80GLvNAyOt%``$$b7VBFl)BvvcH>F%Zad9B93B8lsps=nKIRUmQK@dfbycxlHY z2wWX>f!=Wh;T$1ibCJ2hcweSFcN;Mt2Y^VX2ur?_y-Aal9AfLB8=*`pt)?jH+$j}e zALsGB+I6|=mJWI%SxVC0aO(VOg!6iI1#FnHuKqJFq*FxFSS9b&*8U&1KJmR{oe=DK zDITXjG77|Ly~mv4xpr`yfb5R|^PBoF%OpN9v|U)S`)p}ki5p5U2e2@2Kd#aDVw)*g zF=`5tm1u5?T|TyRAr`;6hwj0X*KO~xAh!)4H+!4b`r33m{FEr}n;!Ypn-u$_Mv%8h@ef^Uh3lbmk^H3l0#om(| zjm{T%;(^((jykjPc062Rf*@@D^;Q4|u}Nk-cz^i=nc5{??%#hH^Ohlcqgw7g`ZSiErH(6dXUUX9#7p~?hf>g-EQyRf%_wo zHk>#cv2TCOm^YV;@TEfh7ni@TH;U#RF0oIXUB2FuF+<$@eMrQE+@NgdE_bjJ8PBt=gVP*!_viTKZd)~$ zbUPpUWFeQ;>+VL$_-ap(2nlxE?zqO5)FaLskVUQb407{*0taC{)d68jXdM7XMQ{a- zkD6R9>dB1W6OzGhglVxMt~l{TJV*cEKzkIzb$U7pA6Uv-)=J4HAMfPEWrG_u{^fYP zbOk|X8D7K%Dm@1a;Wjs%Zcp+jN1&F!D(@EbZri_K31Km3lyKaioSm|RiTt?Ywk2OY zp$$6Gza_Q_RaVllJ4Q$+t?}RC^aFkgjr@bUxA*^ z$k&2@5Y6|9gVRGyZ0-Y@KzY{0~0XgmS&E-lHmlc+^j zho7E(0-*Px5~@GTH8v6vw|2cs`oq-G+0;>HN8ED8ItnE4_S>?c|Kr1mwCyw}>7Gh; z@LvRZ#ku8CZwc$3zk<{>wV<%ZQsQrl$v={jfOxS;P)pex8>f?gn>V5eaLhMQPu?=J#ydI2WB!*~(&s~$az1I)*r=zWhjeEZ zS+60ABxx`cA(INQH~yX-$NO!y1G`qLNl23FAdj=107UsM2qsF+;yk4LpN0Ncjp^a7 zcbZcMm~(3!Qu5$t!!M|tzq(hVzlgI7OrM{8@O2%!iPG#AvK0e=+fLU&A z&Qf%yLNUMJLjt#1qkQax7Dm8^QXWDK!!!p7>fFo!FSUbCe=>wZ!r92wV4i5Fu< z(o@Vx*ee;=FD7a8|MG-56t|nZZ)M+LMLzRW1=#mgE$i(tKgE9I$l&{|!DUfI(v>#w zR^e#!Pke%edvL^VK)hr9?&&f6A4Q#U7}gP}ku<`0W|^|a%}j)rm~K;cK$BER#ZwCB z&M4IItfHWy`m0J8yK?Dd%0~`bEi^W?=#gw5yuW2x5sA5 zFlE)3$JVwEo(0ecuA((R2J)5|`P979VGASSE>) zkGY7gi)>?I0?KlqG(Gk}u44F>HE3U2-1!C0wq>&Kq*8A;^t;iO4`FVicmmVfPp2Q3-qjDY<2 zfeapv?ouY~p~hYc>2$7nMx{M7PE+;{h#E>NcYw$?DZ;TlE#Zf&;xzE)QSQ^nxGdBA zE~X`7F+3Sr^tb?4LdT8UctT*fA>-3Dza-7fg(%NHEyHd$@zP^kRk0r8&(d>0uoWKw zxMN$22YIQ2W3}9M;*BqzDM0Bnxf1R%0%BbE)DJ1VvtDH8#Ib})uxLOs;leGRL6yQ7 zd?DijGgw5uVY7#}KPt=@F!_RyfqCyA(qJgTO8bvuTcxTApNh`IO}E?HwSTp<>=@%@;;R3X4JXe}6QLFFwiVnmYlv>^nvtxv zvNP;r#VEYIBz-8?+AY=Q=it;hMB^M4{c|<+k?m3%^xII6{zx2`-oym$Ug#ract1$U zo&e2A0jd{R?5P-_@e9u&XY9CpfTKGa_+5E#3j4^PJ-DGfrfbc5+UtvVbEdZxtK1W2 z+Tzx)#+-3+PEmMSef#!hUQd*nVnFTP8>~bvzG>1*mth$-Iva+4ue9vEnH=OB(Y1LQ zkpX@nD0)4idk}z9Y7=GoY>&t=-y!HyWuTXS5>u#=Gw;on>F80kJ5r3WR#dn5H^tcnZ+>%<2XdW- zO^0x9O`ggq#n`}6b2jPs3Uuj_dR3SeP{6ZiFo1(IfMc~X(3wJ}2kG$`Q8-|nI;?y+ zG@ljd6G;Mc4)0P@pNo_>vC3>8H1Y+yE$=b7VTOm#ytIp!n3e1@2U2BT8VHIhK~rC_ zhgpfQCOdJNRlK%i)qWQ6LR=_w@W~p+vCo9BC(KH)-XO9iYWQ<$?9WLPksv~tAE$K| zE3`RIXPznF+%Vv>(m=DI!YHELdiUX|(40^F*-r(oXHOxNNh_iD%0|7QF|Z0OQa&_w zz>vUCqx_BOs8Rb^E&-@UMqMUnzNK(bLV8n`{fn~QkAvWJ2+MbyANOlK;@|tnAGbb< zC6CJbQ@}ig=lu_huzN+9J+#1A*Mt&>KAkcBMeb`) z{7TkrfT#RbD2e6rOXM+Km)VEmpb|E5V_WFkZNNehR1 zU4C)dy9X1rzNWk?#cBC`9wioPD)juSTo#fa4L<@tdJj(WT{zQ7nY6@4*Ehtg7jN-Q zx^SEG-VtebFqjVi5n>4 zTu1F06Ahoe{-IlUppr?MJCmm`7rGa76J3jpSvGEUp)icB4V!dUtf2E9@mPQCY?W!F zr0?k_7(UV4|0Qh-S#I>b9KjW_60=fdQ{e1{9OO*PkXN0hF+a$+_Da5BtU2OSjnMy4 zMUIKyz_zRnsIIWa{&pryn|fGQm|ColCAYZvt~3a}k&SVr=b`B}Ckm{CRs33D<{wx5 zjy4WX^yQKxk@>8p=MZfjMJ}5eIkPFHBw#=&$UGUIVD_s`Skq-XoFo2|Mt!JnMef5Q zxUl*Eb4}|54Cs^*q%3BQvB9D}uFkoulC=^s*!56K&ZjYL1&P07IPAAcEfulM-L z+z`^UFy98;jw5YFQG%gLj?p7mYhNGpe&Rs_sEgq{>(zx`knbgu{N5WEeeswTZ~H~! z;l1yplSa9|PGQ9a%K;bZmfYKsN`A;Z(|m1hILoOMoz2TxZTdMzL5g~A6mb($)3&m} zb5$l|JI_j?sJWhx)#Yey_6<_6>^)KuqHd$VM)7dc_U z$)5+{1URN?!B?JW^iuxpmPQz;V zB&`@}SB6)-`J$W4D!k2#9_M1FdA}*8iPBi4%Jf!r<#gr!H5L;KmEr4LiVWaFCSr#; z$so-E@h;Z!Yi(ny@C2KLsIMr6H>=+tL|50A;EcvS?klVf+xtk`)NE*H$~JF54wo_% z&$=Z&piET_h1L+p@x)b6FDSaWv&>zx^3`=&Z^M9O$h7514;f3$%bClW`!UtclL3Fq zk5gp2kmWqxDzZDx{NYQe8k=N(1O=R7qR&Juy81#CmQ2`dn885utxbxZQv5)mqm`E} z`~Xg!y<~Z$m|g^?g24Y=eh`l(iR0<6AfdqcP3I+r`fe8V;#xTCxMHg{cM!5uc{0_j zA9X`zQavKd>wRi`yk6v#z2R3K&!z_2yHrALcFzJ+(~qflS=w_mJYK@-ILwKL(IS!5 z;L4q)@@(O6lnf4D-pGeT-K`fW`}4=x#NW-e04bUBdgo@xztfp7V!M&K8RO$KkgBK?^XI?Hvb9TjBqXz&@~U6a&cGbpOB>Je#gZa8 zR0KalY6+_%YEr9e?OZNqlaT;fd8TBS%d&TSKRe4vO^AR zueBjdWwV(*ws`r!w{~$%ac$K8R-udnY=z|&oyQ8kbcY)Gh0`raW>2@|qU)Hs_K|m! zQ8FJ#49^0BN#&#+^z#e{U&6P?aGpe6t~N(_FXniEnZsz3bTMEc-!Y{RYGhA2^T=>l z4SwmdX(!lAyB(GWK&D_cjmaR&NyB0piAkGel6vcm0BJ!l8cbHPusXeK`(p%d^%4m> zi<+*{60h)&ro4`pS#?$LHTbs_^iN^$ng>U{QmFIdQwcc^`8x5p2T%aRuCV0>_A`1c zVvd(&Zk*zDi-v=Di?AUnL9gYMx?h5TMrt=$2WIQ1U8&PQN;>fK#p769Vm?Qr2*qmV zePRDn&JsqUTmmSK_|G?H6+0MbqQ||jMCCk~;aaEEao1cBMykkEJR8Ib`fP{VSN%Bh zE=C%v0dPi6(Khs9`D~P)<<{8m4;}(0gV2U*xo?HS?NVlR^(3-3wpfw0lAe{;*xFc* zM12Z~fk>~!0q65n4G{xwhm?UV+t_5$fNvU@VKonS*-YC6+W}7FBW|s3S9UaWj!rx@ zrcF)_qp%bsj&ucvKA91XNq-(1?8TgwtIQpBL+50RA3k2=iMm$+Re#D&eq+TYanIuk3-2JN3H?Y%I;AHYuX^ zxLIUSBZZpnKHwt{!yI!rKKXM^O#PMV)8`c13F;EsPk<$!_WlmI={N9*gkh(LG4(;Z zM%*psF#;-Yb~3q)H@RYZTTTs9!Y?ef^8Dz8XzD-C39G`NA|9iMpc;tV!QM2c==w9~ z1|bkhZb*MfL8)$4oHw${bH|cmQQzjbu-~`^b-7Ny4op#q_bQ_Oa2% z$%UVzTF+lz2|A)8^&gp*YBL>#!bvek=NvAU^l9Q&_id`hY4?U#kP+OkWh%BX%z`GI z;T#H5eq5`((s~RZ$t|E~6Lhyi5!p_Txr(~1PM?foMQiEo5dRY;fh1}Y8a)B+d$%th zzcQugH$?FpGP;+hBqqg@vXb9X>B>Oh3Le6_MjH>-hiBT4saSM8nLdoHG3F15{O=R5 ztp9;tvKxb)%V0e^2Uq5~S|HaUrJ8ibSXfKTui9EOl%?lcq336{IhPN;ir1j2@mJA2 za~PubIPO!ywU!^lFHjNbU!JmJ>E1IA^H+u&CdU&Jrj2J>gOYcUnB<3HJ$>Q^G28m z8q-mjC~Kh(M|>)%JT=Wpr!32;qNwx8%(EEbErC2b+?{#vT@5i$Vq)Je)HjYhyNr;B9F=xZWM!pq8RliQd3-1c8AbSY1r(yCS% z<*o2cSC5asBDH%_w=8uJIk2DYc*!{&?OGLWQ=szoJ7PSk*O+NybyGUdAJVsdgNW&^ z_?o3os7NcYz#KbL(W4C)h5*Lcf2>i)nTZs7R|7{1Nb@rS2om%oBc22)cmhkv?DKhE zs>)`)h!CAIHWha+!4G4~sk{)j@%^oHH(o49K1Z?yV z6Y7fX&o6AEL@3FeAH%>d_5d*$i4|Nk?D9a^Qd$a8hz;x%3Fs>(<&)Q%7!@1}7uUA}8fxlD9>`>XunBAno?Jne0@!Jg#LVBy!{%{;u4 zxmHol+`PTMs`%Q14?41rQNTEBZSohjK+MHXYBcy`(Xyc&yAfk>34^>$e**3~byV|wIM(ymIB4SD7X`N3 zA?-NqnvS8WyeXcRi|Gzf4_+Y$uQ<|A!!k}45ZfOd%gHZax|;Oqyv2V>%&1)piJUko zZj`-OA&eS8`Jsc{wUrE$#m%^3pABFNWfLWovn35KCBQ3u4~+|Oj?g@Ffp5nR8eM;c zqO!-6JJWz%PJ8Zy2+;o&jTw;9dNcddi6FVwx!KO zE_`^Mx{rCht?V<;oP9*f@S*KX)3U7pkJ(%G=}>=m;luOUq}qG{vN*FTvuSd}I=^I- z@So6>B)smPhfFh0jc8@~;`d7pfgmP1Fe#)JxMGK9cQc)mNC62A&>n!sU^cj=Gg7N; zQdB)@?lx`CH6!%}(J&z(l2ZTq1_z3k$`elE`G=JsMI!eV;K`{oI($QY)Z#&L#9^=% zS`9K4r@raa41Vf++OSl-wj{!#C`WEyO=fPz5JiZuBr0umDiSVL|JKU0LSR^5)J=CW z6O(GjE&0*=t%}2y$6xN2v^rr^JWCADew9Tx&;G|&WsN#RDfxnW1+}6UDNFpjOXZEC z`JYcJUzf!mPS>6@uSa^a_Z4wI1TeT$_HA~%9xanuZ&$9G=0BMxQWu3pb{P+FY;Bf1 z9_8@plZXp2kz=2c!oSfXEgR0~a1dA(HQU{x^p%LY$MIZDu6)T1*Wdu^y{lOvuwc%r(r# zkI`QkB3r?~nCcTq8B1$lk*cH}+7P7ETR5h53gwP@e=t-4FWlfy!9T{kswObJBB%#2 zcwv-5YCjOVGO#uvpyKX=a25l(wLr}q)oUqKszj_-Sq2mnxekQyXHPOp+8ek3QB1MT z|{t=U1D?|^_i1A82w0e<~k8f=NP-$uE~ z;|vYBXJ&Mtrgo?4_*~dpNQ*wIB}_vQrdgBm1(5MsRmFg8pFy7pLA47aX88SCb4)m!B}L;PwI7op)>-DyFleQTa@TfmYNHH6=H=kE zIqBg>31nR@Ow08>Q9Q$INwaTF;vc4s4mwng;~1&rOSdgcUOg>?7ZCxe6`xIu*Z7{C zXRiH9pSDR9i2)qh9u?eshzBl4+4yYF&?kqjB-vvT&0oJu{r>A*=C=7}9vqC6S_vFg zgaa(2LC0F;MewX6?A4+v*1x99Gdf?Hna(|@i+oJnezBivtd^)duO-k<|Lh}yG0QS? zP2p40a5K|bCg)y+aV~n@C4=$lqsrHHJ`bE4CNaS(9!`p)GOXP$pOtiY?rv7pzPhtC+0r7i>7;(5wq5FZ-{_JaU|5Y*M(g|CE~aOz8e(|ZkDC~~VW#PAXHPI>09gH| z?koAEl`c1%v-qyNx#%hmCG||0W)s>QK$~du_zNg7G^W`#SA@}l0>u>O`OY$znX!}@ zl{_OQCOnLnbm4d{tfds{I8t6XN zZR>A7!xN?y(SmiNo0UUK>1mJ2UneJiQJD zf|^PcH6{qD~k>pQ4;=)Bz4g!OIllEnR|3r6r3v(@MK zqpQpP5Ejd^8Qx_p&v}seZR!XEAWXF5zSd^fctqdJn-bgS{Y8Q++CXC!ylh7Q^~?t{ z2jc_RPyIY<4Kf$voixN_h*kyvo`mke=vN|LAA+3Ox(irrBP`` z1XJ!Ng@`Lt?iK}x`h6eA62+Hwis2CAO*w@jPZUuR`YUiZ`NUG6xI#3XPoW`?{%>Ei z8k%tC4S0g>U;=2uAi2Y%^vjZi_cmLWywM*|Z}Ywt{jVU*2c zpXUp`*q;|pE#*3U3`=0&(YO@S3-!)&FIOZnn{O*zV6H#H>@GR8yZfeXkhuxVZR*u4 z)Q6^P+Jg6URwr~-YB!;z|M?>qvh3(8$78t#3(1yI;w~Z;E|xaw^me&DF{^oMzgUNl z2DpC>3mZ7ON=fCMZ&eAl=6j#70tM<+G^fbFkP-sAkh_r_I(thZ_+DE;+1Lo|w`R*J zDpu`RT&*0aMCuA>WRbkbG(b}^tS2zKj866u71d7;YaWogfW$lN=3vEH= zJ-Uw1)~)HXX6m&Jxw7P1G-NbDnSWkQ=K z5qR{=8nIlw4}75!e~gGBTj~%o&4dTkkO3r@k*KiL7^Iqj4!fJGyI^limZ{NLL^?j$ z)NI_7`J}l;LEOJi=m{{}C6j_n?&@O<$6u-1DwINnXRsY+yYGQ6J-^1pb4rG}Oj3)y zvAz!n)-QqTI?+7kEv*&ab(;uN!@kL%JJ!EEhk?1rM4NDApWX*xBPj#1Id2KR(V~aV z6XK}SmE0eR^tcf^2b*)%7!)JS=5luxZd6bvXe zZun=nw6B+0oj!-A!f3K=;P}fLu^J|JRB|EKV`;O`Jte>3J8rU%TNCv7OZ*5m;fWX_ zjewDK{mEl|us#A!JPweTh|0zE!=>`#->{AS69G98;s|3w+-ig$IP!LFA zOQv1y!2s+?-g`Y0A;q7Hfep0V_Z2rT>mur{HUg|fhaT7@G->G+6xZXiV@y@UG`X9+ zBT*CkCm+Ggq8Ou+``J4bQI=|S79z^I^lsLNT%$hn<9H+yIfGF61mI@Vk0!tVF|CVT ziRP#JQ@X@&JU|}LZ-)|YDvuF0%S6qH3u>&Q^eKPnP?V7U&~2u6uz0=v9#5#BrWP90 z2Cly@WIo(`U~}_u$m0y_N&9{Z_^yR|bCT(fr_6@5@X3uUhp@K$1;Q#y#`C z5g;L+wTH!-A-{Uv*AA!~>rHvL+B7G^YE&u4(rs^LI%9j;!+Ytai%P|-}Z(JO)Vc!CM=5iMTc!J4Yre--~Cbi+&|?`9$_%&uqZd$w{``i^oueb2Wit{q~?K!!)q%2yDrC? z8QLj)Dsnrrw{&mc4HaxG}oNx0g17c=ul--tet{LB)*{ik*vQdRicdW}N0u0qRvkW$~7?7H= zY*3C3-FE9J!e*cFin7gj>>|!P){}qxL^OK$BNcKUE)cN}$w_|9=^`3A3X3dy4Qw*; z6(QQSeh}I0?VGv|U~`gsPyiD(Z|%y%{hl-)?jg|%1iDVNX!#!K=3VOn_38WXRI`fP zGBv{i`&#=oA$(k3CjQS~CQI z%~g56cw&p51k}mzRfK`$f{S#_u+5)FLU+E2Kp(7ffi|};xFelv_ltW7JleX~F+fwo zKoN`kXA^aaT2=+4RvM5{&x&7ersER}@Dws1&keuy;cn&<{9gUfhgH6c!JEGhF~)u0 zs*XEI-`G(tgf09VCpw5vB8XBSB-6Av))E?C*}d$>7t%dXK7r7Lwtb*n4p7WkdX1I# zQ4>xb@*HqHs}+Gv&5-&>@T?lsSg7Lz!N)^ytP`55sSjQ)MBKo493J=7p+>qjzA5*L z-J+zwP=h;Ex-U}xTjiH@`KomvL*zm#1SP)uMhRDAj}|H=#7%^uJ#^!k+Q|r)6;qh( zhMxasKOk43e-uX16*CsKktjl}nodKI5^f7Wt^KfW;&4e%zVw83F7!FwH&UXSyHtUW z1`QfA9mUW!*25ZS$1_;B!w50_)G{SM85Q@`aF6q)=`W$62P(`$%}T$>Ntibui3*-E zv^H;zrk1)04yQ&o|Bc6TtT{+4Ukp`~jzE{9WDx?POHO&=lKGPy@PRm230^lg_1e8O zA~2L&mN_5A1t-09V(Fdh*23qIG|+(KXd&S@E+#OWbr)ke*(NtOQe6E~`I*et)meKn z@!~tVt%op`ZKVam02?oJVy2byb9sNO!$>xtd*_zZnRZPwF^Bf}wqz^3KDoas3a%~Z zNp=&pw3Ff6knn>r-_5ob67z!zpeEV`dwD@URYmD3Kk`+^hd7q)1h#n5RiSUaZ0jFN zx$NZsp>*c^5PlxL+}7qd^Txgo6PJp_E9wEj-!lA%&0`|cLrUrbEauN6S2_w{QgIF{ zI10La(1j{|`v9niKfm+q#&GsE5xu_wMyL$zsN*MvJ?*BAGCX-aG$z6*DJW(vOSxS9 zeCQv4_wZP-YDiQzkMkFxo~$vh*HAi%!v!+E5$38XpnHl`X6xPxOMqOoH}yy!6g3tU z5$sWDsgS^=rI8=Y1+++T#Q~(~FbP1SAWGC1v7K8$yF?HkfA3o)quY%rF z#_+^#zQu*K!LP;_LvBxQ5A$7vdcWr1-K{3M&sw6NF078jhNXTVCcGguci&AteC>7< z_o#a6$#1YlC9xMO>G|Kll5JtVs7IS@LqULVV~KIEhnl_@UWW3EBt=%LJy^1xYMIYn z<4N4Nd{yvBtFq29;*l1gAE~b%=r7$V6c@%ZYuR6WKe-#1!Y90F5_6>p9M&JDk`c)L zJNEimtdJPfOYS^epbjSDaeoi8J+wy)64 z4TNsCRtZg4ZgjJ36!JGEq`l)qQ2g;Kie+nf?DK9+Ch}^4nl+H(X}tG0;1S2#d2)=z zZ08bdRWNm=nH^#LWW-egmEz2cKOIs8w*Hqk534zvI>Q&NGG#5%!awRu#h0Kgx2^VljB|#-X z#03Q8@B9C7o@YLsncq3{oM&dvhu@4{#lgH_cZy*{pu2Z8`22AfhaY0ExY)hS(Dt<| zPHoKGs|P2BB2t_#zP*;BcES{P*c9fdzju?f@?L1K!M~*%_P!p)Q@x>o?mlf=nwvk| zaZO^TA%9aG6n#Cpq9pZeSWJ!!-(c!-ISk;={_a?4Xz3ZGTnV z2?dvbHLSb5^6qum=t$|SSsT;UP2UT*Cq>_Kwu|xVkDLGR$&Z|yfQxk{&%%>*0QRMs z>Vmqt@X-UuO}|EL3)rzQFfnO6z9i<8nUQbR_5RD=&V{r?wq7K1_RPR>MSQc1(M`=FLB$o5;cL# zu{FWMEZa^cWzngMNuZr#k)~&dQsMDIwXSRxx|XR6DuZ$n%}Ojx#HZ>RA+#gH%Sp@tgVAW!zd@|!mg`en6Hh%>Ko^fr)^pC6# zg2U^;9WU9;Y8Pf&W_j2;%Zox>7=JAPDEmy))Qdl$ELi;}of-KTd*K2`J@YCQ3zMHX zm0TXLfXCnKtekdWX9x;zof`k!TH1it=)bhi6hZB{B4?RdG%`z3zcv^AZ;`R}u8`i8 zMDLq6vi3%zOCv*btp(?=r-t9sO@<;-yltoH!&J!4g=Gd#>Fr*2?zQKzxCJL3w^wLg zVB)3=fP5PQTdCat=u!=qqNsyUahTiXb%It5M=nhkNjRb?`L$-_RXzp+R?heBp{~u- z^i=Z%JVrJx!K0OvJp3A|Q^h0LDHSpxMmFhc7r!>ka%E!-@uqn6xO0%Yci0tv4yn5>z249Ya2;l9+O2 zzvq}N*NznR@W$o9;T}tt12^htec;%#h!+`~tzS>_DXuLC?CW_(jKati0l_ph9^khc z@vgqDhf3noySaWkfEo0`(_z60=se>e@WTc22zC2xEQQ-XdG@NHt25voeIJw4G|}W% z)vescV*Mc1UwJR2W>>f7*!M$MnpW2zh@!QtoE2I{RnB7V(BQlez0K?F-m5M%e^GP0 z>QZaI1wX_Uk4LexrAW1ij{MN@i(b?O{NhSs{Kcu`Yk7Y_!8cgnv--?R(CQcm zx7k;1>j@*=!m&94Z~j4|872G!n6G0geses!xg&?#B6uY@jy@IAVpGROe^MupeRF*` z?`<2^$Gq|et!_8;yeC%hV7Ex}a9xAeyHQnNvpIIt@;ZE43yuh=W1}zl97*d5J8f9o z*BS2UV7DFZ1D(e4AZ_e7n$V*jJ1OcVO`t}Er7_zJRA4x|!&{4#BJMQcl1|lCtQew$ zbSU@+^Y}^jO+_;;F}4I?y+33f$>mStwvze(v@RWO`MhbNJSNI%XU^Z0M0`%Nhn9QHaXqeRgLYyMJ{}s2?*TtAP zEM7ORMvSxanw9!fOQl!TTa)lS=HcTt$fS?Lbu$g?H}157?8 zh(Rrz$4{6aYGr=#yiA`tJ+Uf^QMY?|f%YyzbC{AIa zglC+Op6gzoDGw)Ief#xLUt*8PP8}YQZ)%a@!??oXuO>TvaV}`%<7m{cxBbUs-+B6`ZOK^LFDO%nif8NV0<%S6YbY*X8p)F|^9D zaFX`Oa^eVN?+7oIME3~6TMmKu)qo0XK_6;B?qt*!pGNl~VKm9IMqoe`BoqmDJpkio zVzNMhp@QPL{Z&(Fo;TWc&2x#Wtm{NPn6HkQ1cOWixK`k zpE7}X+bJ-bLHsnnt>`P zVJ|JSjq@~K5iB!N#y0uQhmktSVbtS&+IV4;dlfyM@A;fC!SDCMg`_JcAL{qnr^3}Q z*Eb!Fzb3aVqG*NX1buqNTYUu6pS9HP*Zs<1?SZI69=>Squw|}Gy2!h^2WJJ`nwPn} z<~y8=lN1j*=O)+7E-n?J$Gf|ElJ>oNtEB0_@G{g}s=>%g#208G%t>J}+-zhX)GSBW zY!x+a3tBuax?Mw8G`1zxpnp)$*|6%U-;#p4{1n+mi0x`pRpS;|HDD9t&$|);a0hR- z1+#hS;18kG9qNHB%f?Gw>ux6Yxq^F)fF(r1!ji=^iqMt57e;Z=)0>Kq4$0whcj0- z`c~|KzyuO7Ki5?;0=SIToN)N$P_vW-D2DCIUaGxbJspQQ5$_$j`!n&xy(q3Mznhz| zu=G*5??~4(pv+M6R`)g}IuYTWElYazO&s|FuyhNEMh$Q>JV$jc6lZG3#)lW(0+Km} zzQ9D{SpXVgVwm!3BsdAu=Qq9}uQIGQIRZUS7c566dupA)vwzK}5quHXA64j&<~>W; ztP?J6gu&4OpP5VBlj)7(QYxl1tU+Xv`&!_IuP1uOUNPN=IA7d>PO+)ms+8i%^Hyy_b^ z&QmSi_`yA8CjHK7TGVDNG@MvGmQeo@3Tg@8X@BO^<%`GT z20k+(eoEE&XAYd{czei`%-jhMuVKc|U8fcX>r}zomp#qv29v(OqrZow#}90Rgbn}$ z`x|01smvnUK23Jje7%~yJlLE}qc^jmKXaC{&+uSWrX@)cOLU_Q;=c2XFzM#<2*~7S z23*g=x8?BZNAQT49hA%*)OJ|HF{k{MY`5_cho=)OkmW3CBion4s`xf-F$pY$v`3;$ zZle)Tsw;Mun@(r+{S@Z+yWEy`e!~86gR18t!H~}WB8#%7pyX#OH`Dn7#{rynL@=~B(GOY3 z2pcD#QBe0cbG;j?TfYUHp4yFnbS2KT&xUvvpV96PoMTtCBOpJneq!4&fK$zUn}vn6 z-+;ZMuU~ghT!|__kd`QE2rq#@B;6jiI-FWX>>W>cL3aB>D?~|5<+a72F~lzk%WiFf zuLo9%pcolvcvEc!NNXBRV~8WX18XYq)}g=#bQu;a5Leov&*V*n<(Ic z5dxgiDK3DQcP?>!y^%;Jl+z8B^uCdWtVlcA3bt zED&6${uJthj97!5?hDhS`D3wSY32%c`U!I##}>>i$e^qR(lLt#DKtHf3|ngA0diQf z#CY?=l}30~(4Jkx_Rl=@^hP)wV^rub=rNL*OT3LKe;1glsK^TqRgj@$dzK=C|1t`2IO6X`t> zr3mq6Mk#N39^m^R<9}nZG4eqE1tOoeAibrhC+GOsg1Jf`#L2fbddFC#he9mYC6Ga|e@oWDLsC=^zZco4 zK%2TRc4~?J-D=m%2e4FN*95sR=-(_~ZPb04yV_t9xiv<7K!dE^eeg6-{RDLDR-V&r z!AAOM<|&r0zsKr(vqnZ)?ujTRhQja}KXj5PRVd>feQ9p-xTDCTMfg#hpTh&D{PTmO zF*Z=&GqGNxrS`ihU9x}AtH|4)O1%TK=iL-0SD>z%8OQk!VPR{wQC&N=hhsP=BvUWp zSMFt~V>b$0uL1A=xAV6%}Q;_#FW*T0+{3swZw8bub(u zZ%7-kAP2LW3?6XyY9^X&qPwRap#PH_MFQzt<;a>%x4Ovgyen`Nf2+2P^b+l?yE!Y^ zSH?5cIVxm7KB|Nzr=*Wt-yITB8`#5+#;~dy0=mYFEZFF;dp-+za*OWo^kCbRy5`x@6nYh_anN9w-k5-ZPnc&P>l05|HYds0d1IJ_B`PbS6)&_C3n^3v%2- z>)Ci^2!FtcW8iO>>?^s|4z4_+wM_{hwO7IaTHyTIS;lB$%$o0L*1z3)UsjT8%)4|h zyKl(}QRP@Mf0q8rm`LPzO~oW|;@b1Ohb*}}hQ;xqSikRk{}P(>Uys`so~`Gef*_{e zRYr=aPs;?D=3{rGgnl!y+`-b3Blngq@|^9dg;@aUTiQgNS3R4F{7)o2AKszkq%h%fglU|Xzmf>)V%Pf9)xZh0J zrF`Xx#g!qa%Ht0Cu^P(*j&Jp=dw#$i_MfS4eROr3tA>McF$dGe_{kr8I{nV3JFDg3 zA$$}8?Sii`mca7~(cxvVL~L~USPrQ`)Y~G>G|_bWnLUSn?~hX?BYw zT5NG-#9`9n#B??~TyLIhFn{*}xeGzaA^?J^elIQNtZbSp7iESt?aqcBqSOaHv7!)Q zW!a0qV7D`RJ8k_M1#vb5w(g;^o2awy^rKF1%q;EVkd7~d8Vg?<0e8%029qM4{`o#? z&EaU=Q&>avPyTL+Dst!3ub4s6TC%(cdCr=_m!Iy3U_=5NDAIj*T2`gT;oGL}uY6-v zN|8;wt=>4v-A^%B<3YdLXz0VT)4!Mm@1C+rtQt!zd7N^K^MlU|>VU)U3(BcPlR>yX zr4Hb?q6c2d+c2vt@33N~tm<&=%>e(faXu0J@ z$mu(|qTcV6ji3z(`-0D_AeGij^?Nq=X#@GuO2N}kGJ2T%qwLdge9K~A!wv6Lmii~| zKjjg8#~&8ZU@yF(W|W73Ml3a{Kn!&^9hkTu_WsUFMCipXWkst0O_peuJ94qr=qGvE a;;3qwuG+a_gG#k&!%Od_;o?KvH~b%}O)h}| literal 0 HcmV?d00001 diff --git a/research/rank7-restore-carrier-skips/edits/declared_edits.py b/research/rank7-restore-carrier-skips/edits/declared_edits.py new file mode 100644 index 0000000000..df41deff40 --- /dev/null +++ b/research/rank7-restore-carrier-skips/edits/declared_edits.py @@ -0,0 +1,43 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Declared literal gate-edit stage on PR2979's words (mdumitrean; joint rank-7 end frames, paired extractions, fourteen rewrites). + +Edits found by Stack2979 / Jeremy Kothe (jeremykothe2), with AI assistance. Pure module. A spec is a LIST of edits +{id, section, start, stop, old, new}: the literal old gates at [start:stop) of the source word are replaced by the literal new gates +(frames included, so frames are re-solved by the author and literal here). Edits are addressed in the SOURCE word and must not touch +or be adjacent. Compensation, cut, A/B (unless edited), helper endpoints, warps and buffers are unchanged; profile, inventory and +cleanup are re-derived by the inherited frame rules. Exactness is decided by the inherited exact auditor, not by this module. +""" +import copy +import preload_move as pm + +SECTIONS = ('A', 'B', 'restore') +ALLOWED = {'A', 'B', 'restore', 'report', 'cleanup'} + + +def apply(word, spec, declared=None): + x = copy.deepcopy(word) + taken = {s: [] for s in SECTIONS} + edits = [] + for e in spec: + s, a, b = e['section'], e['start'], e['stop'] + pm.require(s in SECTIONS and 0 <= a <= b <= len(word[s]), 'edit address') + pm.require(s != 'A' or a >= word['prelude_events'], 'no prelude edit') + pm.require(word[s][a:b] == e['old'] and e['old'] != e['new'], ('old gates differ from the declared preimage', e['id'], s, a)) + for (c, d) in taken[s]: + pm.require(b < c or d < a, ('overlapping or adjacent edits', e['id'])) + taken[s].append((a, b)) + edits.append((s, a, b, e['new'])) + for s, a, b, new in sorted(edits, key=lambda t: (t[0], -t[1], -t[2])): + x[s][a:b] = copy.deepcopy(new) + pm.require(not any(s == 'B' for s, *_ in edits), 'B edits would move warps; not supported by this stage') + profile, inventory = pm.frame_report(x) + x['report']['local_profile'], x['report']['width_inventory'] = profile, inventory + z = copy.deepcopy(x) + z['A'] = z['A'][z['prelude_events']:] + x['cleanup'] = pm.derive_cleanup(z, pm.restored_of(word)) + pm.require({k for k in word if word[k] != x[k]} <= ALLOWED, 'only A, B, restore, report and cleanup change') + for k in ('cut', 'compensation', 'helper_final', 'start_extra', 'removed', 'prelude_events', 'warps'): + pm.require(x[k] == word[k], ('unchanged section', k)) + if declared is not None: + pm.require(profile == declared['local_profile'] and inventory == declared['width_inventory'], ('declared profile/inventory', profile, inventory)) + return x, dict(edits=len(edits), local_profile=profile, width_inventory=inventory) diff --git a/research/rank7-restore-carrier-skips/edits/edits_review.py b/research/rank7-restore-carrier-skips/edits/edits_review.py new file mode 100644 index 0000000000..44fe0a972b --- /dev/null +++ b/research/rank7-restore-carrier-skips/edits/edits_review.py @@ -0,0 +1,106 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Independent review of the declared literal edit list (edits/declared_edits.py), with semantic tamper controls. + +Edits found by Stack2979 / Jeremy Kothe (jeremykothe2), with AI assistance, on PR2979's words (mdumitrean). Does not import the +producer. It requires every shipped candidate to equal its parent with exactly the declared hunks (pure applier; profile, inventory +and cleanup re-derived), then runs the inherited exact auditor (forward and dual free-operator replay of all inputs) on the parent and +the candidate and on tampered copies. For every edit: a dropped new gate, a flipped coefficient and frames not re-solved (the old +frames put back on the new gates); and globally: the unedited restore, a stale cleanup, a stale claimed profile. Each tamper must be +rejected by the exact auditor or (profile/frame claims) by the re-derivation; the mechanism is recorded. +""" +import argparse, copy, gzip, hashlib, json, os, subprocess, sys +from pathlib import Path +sys.dont_write_bytecode = True +os.environ['PYTHONDONTWRITEBYTECODE'] = '1' + + +def require(c, why): + if not c: + raise RuntimeError(why) + + +ap = argparse.ArgumentParser(description=__doc__) +ap.add_argument('--source-dir', type=Path, required=True, help='directory holding audit_local.py and preload_move.py') +for n in ('parent-base', 'parent-extra', 'candidate-base', 'candidate-extra', 'edits'): + ap.add_argument('--' + n, type=Path, required=True) +ap.add_argument('--out-dir', type=Path, required=True) +a = ap.parse_args() +ROOT, OUT = a.source_dir.resolve(), a.out_dir.resolve() +sys.path.insert(0, str(ROOT)); sys.path.insert(0, str(Path(__file__).resolve().parent)) +import declared_edits as D +pm = D.pm +AUDIT_SHA = 'a38940094f7d19cd6376aafdd4734fa68eabc9aff4c98c3c4a3e9540328b1c90' +sha = lambda p: hashlib.sha256(Path(p).read_bytes()).hexdigest() +require(sha(ROOT / 'audit_local.py') == AUDIT_SHA, 'pinned auditor') +require(not OUT.exists(), 'fresh out-dir'); OUT.mkdir(parents=True) +read = lambda p: json.loads((lambda b: gzip.decompress(b) if b[:2] == b'\x1f\x8b' else b)(Path(p).read_bytes())) +SPEC = read(a.edits) + + +def audit(word, tag): + p = OUT / (tag + '.json.gz') + p.write_bytes(gzip.compress(json.dumps(word, separators=(',', ':')).encode(), mtime=0)) + out = OUT / (tag + '.audit.json') + r = subprocess.run([sys.executable, '-B', str(ROOT / 'audit_local.py'), '--word', str(p), '--output', str(out)], capture_output=True, text=True, + env=dict(os.environ, PYTHONDONTWRITEBYTECODE='1')) + return r.returncode == 0 and out.exists() and json.loads(out.read_text()).get('status') == 'PASS_INDEPENDENT_EXACT_BORROWING_WORD' + + +report = {'status': 'PASS_INDEPENDENT_EDIT_REVIEW', 'variants': {}} +for variant in ('base', 'extra'): + S, X = read(getattr(a, 'parent_' + variant)), read(getattr(a, 'candidate_' + variant)) + edits, declared = SPEC['edits'][variant], SPEC['declared'] + require(set(S) == set(X), 'same section set') + require({k for k in S if S[k] != X[k]} <= D.ALLOWED, 'only A, B, restore, report, cleanup differ') + for k in ('cut', 'compensation', 'helper_final', 'start_extra', 'removed', 'prelude_events', 'warps'): + require(S[k] == X[k], ('unchanged', k)) + rebuilt, ledger = D.apply(S, edits, declared) + require(rebuilt == X, 'candidate is the parent with exactly the declared hunks') + require(X['report']['local_profile'] == declared['local_profile'] and X['report']['width_inventory'] == declared['width_inventory'], 'declared profile and inventory') + require(audit(S, variant + '-parent'), 'parent word audits (sanity)') + require(audit(X, variant + '-candidate'), ('positive audit of the candidate', variant)) + controls = [] + + def reject(name, mutate, rederive=False): + m = copy.deepcopy(X) + try: + mutate(m) + except Exception as e: + controls.append([name, 'rejected at construction: %s' % e]); return + require(m != X, ('control alters the word', name)) + if not audit(m, variant + '-ctl-' + name): + controls.append([name, 'rejected by the exact auditor']); return + require(rederive, ('tamper control accepted', name)) + controls.append([name, 'rejected by re-derivation (accepted by the auditor, but not the declared profile/cleanup)']) + + def locate(e): + """index of the first new gate of edit e in the CANDIDATE word (edits are in source addresses; shift by earlier same-section edits)""" + shift = sum(len(f['new']) - len(f['old']) for f in edits if f['section'] == e['section'] and f['start'] < e['start']) + return e['section'], e['start'] + shift, len(e['new']) + + for e in edits: + sec, i0, n = locate(e) + require(X[sec][i0:i0 + n] == e['new'], ('edit located in candidate', e['id'])) + def drop(m, sec=sec, i0=i0): del m[sec][i0 + 1] + reject('%s-drop-new-gate' % e['id'], drop) + def flip(m, sec=sec, i0=i0, n=n): + j = next(j for j in range(i0, i0 + n) if m[sec][j][0] == 'add'); m[sec][j][3] = -m[sec][j][3] + reject('%s-flip-sign' % e['id'], flip) + def stale(m, e=e, sec=sec, i0=i0, n=n): + old = [g for g in e['old'] if g[-1] != e['new'][0][-1]] or e['old'] + for j in range(i0, i0 + n): m[sec][j][-1] = copy.deepcopy(old[min(j - i0, len(old) - 1)][-1]) + pr, inv = pm.frame_report(m) + require(pr == declared['local_profile'] and inv == declared['width_inventory'], 'frames not re-solved change the paid profile') + reject('%s-frames-not-resolved' % e['id'], stale, rederive=True) + def small(m, sec=sec, i0=i0): m[sec][i0][-1] = m[sec][i0][-1][:-1] + reject('%s-frame-below-bound' % e['id'], small) + reject('parent-restore-kept', lambda m: m.__setitem__('restore', copy.deepcopy(S['restore']))) + reject('stale-cleanup', lambda m: m.__setitem__('cleanup', copy.deepcopy(S['cleanup'])), rederive=True) + def stale_claim(m): m['report'] = copy.deepcopy(S['report']); require(m['report'] == X['report'], 'stale claimed profile differs from the re-derived one') + reject('stale-claimed-profile', stale_claim, rederive=True) + require(len(controls) == 4 * len(edits) + 3, 'control count') + report['variants'][variant] = dict(controls=controls, candidate_audit='PASS', ledger=ledger, + parent_canonical_sha256=hashlib.sha256(json.dumps(S, sort_keys=True, separators=(',', ':')).encode()).hexdigest(), + candidate_canonical_sha256=hashlib.sha256(json.dumps(X, sort_keys=True, separators=(',', ':')).encode()).hexdigest()) +(OUT / 'REVIEW.json').write_text(json.dumps(report, indent=2) + '\n', encoding='utf-8', newline='\n') +print(report['status'], {v: len(d['controls']) for v, d in report['variants'].items()}) diff --git a/research/rank7-restore-carrier-skips/evidence/ADAPTER-DERIVATION.json b/research/rank7-restore-carrier-skips/evidence/ADAPTER-DERIVATION.json new file mode 100644 index 0000000000..b1c19c5995 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/ADAPTER-DERIVATION.json @@ -0,0 +1,147 @@ +{ + "status": "PASS_CHECKED_91_BUFFER_ADAPTER_DERIVATION_R13", + "parent_head": "51309592971e3b5be935599eed2a95404dc7781e", + "parent_manifest_sha256": "9dba3fe371602ec023a54e26c0fd66f69eb7a74be86aab89923529083c14b36f", + "source_commit": "rank7-joint-endframes-pr2917", + "source_profile": "rank7-joint-endframes", + "upstream_head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "source_manifest_sha256": "130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17", + "source_files": 642, + "comparisons": { + "pr2908": { + "pr": 2908, + "head": "51309592971e3b5be935599eed2a95404dc7781e", + "sha256": "2406680a07b43a69b0f12f8462cc43f3616f3c8cb0a46bc767541b45945cd2bf" + }, + "pr2917": { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "sha256": "e6c836c0178661a53a69cd91f29d83585e876f2511ff40c6b6204cd270fbdeac" + }, + "pr2966": { + "pr": 2966, + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "sha256": "4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a" + }, + "pr2969": { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "sha256": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77" + } + }, + "retained_receipt_sha256": "9d16e76b1d0e1c06c96eb74de76e2081d50351956ee6310224027070f38aaf72", + "buffer_count": 91, + "physical_overhead": 509, + "width_classes": { + "gauge44": 6, + "extra": 6 + }, + "admission_controls": 139, + "changes": { + "prepare_extension_native.py": { + "source": "/Users/dcharb/kappa_workspace/reproduce_ours/pr2908/tools/prepare_channel_native.py", + "before_sha256": "4d207b9bbe3e0b8a86d10ad5d5f329a81da0cf56dce6c03e6fdd5b78e581ce91", + "after_sha256": "988ca1ccc23270590d1f969049c5f2ba623b680f5b850605e2d1fe55474f75c5", + "replacements": [ + { + "old": "SOURCE_SHA='56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83'", + "new": "SOURCE_SHA='130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17'" + }, + { + "old": "SOURCE_FILES=610", + "new": "SOURCE_FILES=642" + }, + { + "old": "SOURCE_COMMIT='two-sided-helper408-pr2894'", + "new": "SOURCE_COMMIT='rank7-joint-endframes-pr2917'" + }, + { + "old": "OLD_RECEIPT_SHA='dd36443f2789ffa6deca7210c76ada781e2b9b7e622a546b366f51a475faff3e'", + "new": "OLD_RECEIPT_SHA='9d16e76b1d0e1c06c96eb74de76e2081d50351956ee6310224027070f38aaf72'" + }, + { + "old": "len(can['zero_buffers'])==73", + "new": "len(can['zero_buffers'])==91" + } + ] + }, + "admit_extension.py": { + "source": "/Users/dcharb/kappa_workspace/reproduce_ours/pr2908/tools/admit_channel408.py", + "before_sha256": "a62c21eac4e0df502cbfb78c88b19a763fd351cde3c11c0588874f84db6992bf", + "after_sha256": "1893fa959063f48b523ee9d1974aaaa487f80f19b8592c7210969e1d4419723e", + "replacements": [ + { + "old": " 'channel408': dict(commit='two-sided-helper408-pr2894',manifest='56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83',helpers=408,source_file_count=610,upstream_head='18d03c447886895ef9abf888398178e0428533ca'),", + "new": " 'rank7-joint-endframes': dict(commit='rank7-joint-endframes-pr2917',manifest='130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17',helpers=408,source_file_count=642,upstream_head='224bd5e56041c40078ff6b5fa7393733a215de5c')," + }, + { + "old": "COMPARISONS = {", + "new": "COMPARISONS = {\n 'pr2908': dict(pr=2908,head='51309592971e3b5be935599eed2a95404dc7781e',sha256='2406680a07b43a69b0f12f8462cc43f3616f3c8cb0a46bc767541b45945cd2bf',field='kappa'),\n 'pr2917': dict(pr=2917,head='224bd5e56041c40078ff6b5fa7393733a215de5c',sha256='e6c836c0178661a53a69cd91f29d83585e876f2511ff40c6b6204cd270fbdeac',field='kappa'),\n 'pr2966': dict(pr=2966,head='e62d3eb9005117d82a9babcfa937ecc53237c490',sha256='4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a',field='kappa'),\n 'pr2969': dict(pr=2969,head='e2ca469b08385d3d5e29a918d66dbefaf889e9f3',sha256='656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77',field='kappa')," + }, + { + "old": "ap.add_argument('--source-profile', choices=['channel408'], default='channel408')", + "new": "ap.add_argument('--source-profile', choices=['rank7-joint-endframes'], default='rank7-joint-endframes')" + }, + { + "old": "ap.add_argument('--comparison-profile', choices=['pr2894'], default='pr2894')", + "new": "ap.add_argument('--comparison-profile', choices=['pr2908','pr2917','pr2966','pr2969'], default='pr2908')" + }, + { + "old": "zero_buffers_allocated_and_cleared=73", + "new": "zero_buffers_allocated_and_cleared=91" + }, + { + "old": "len(c.get('zero_buffers',[]))==73, 'helper408 physical ABI including all 73 private buffers'", + "new": "len(c.get('zero_buffers',[]))==91, 'paired extension physical ABI including all 91 private buffers'" + }, + { + "old": "896*T+expected_helpers+8+73+2, 'complete physical cost including all actual helpers and 73 buffers'", + "new": "896*T+expected_helpers+8+91+2, 'complete physical cost including all actual helpers and 91 buffers'" + }, + { + "old": "\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])==119\")", + "new": "\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])==139\")" + }, + { + "old": "\"controls=dict(admission=119,", + "new": "\"controls=dict(admission=139," + } + ] + }, + "extension_blocknorm.py": { + "source": "/Users/dcharb/kappa_workspace/reproduce_ours/pr2908/tools/channel_blocknorm.py", + "before_sha256": "b53ebd53e3948f658c6da4f487a9ea10c9cb0a6acf2435750a32d6efeb9869c0", + "after_sha256": "6e6b8683cc87a84e5410c399b1128eb68694f852a3927cb124067f503ed7d7c7", + "replacements": [ + { + "old": "len(allocated)==73, 'all73 private zero buffers released'", + "new": "len(allocated)==91, 'all91 private zero buffers released'" + }, + { + "old": "'zero_buffers_allocated_and_cleared':73", + "new": "'zero_buffers_allocated_and_cleared':91" + }, + { + "old": "r['zero_buffers_returned_to_zero']==73", + "new": "r['zero_buffers_returned_to_zero']==91" + }, + { + "old": "physical==live+8+408+73+2", + "new": "physical==live+8+408+91+2" + }, + { + "old": "'zero_buffers':[live+416,live+489], 'coefficient':[live+489,live+491]", + "new": "'zero_buffers':[live+416,live+507], 'coefficient':[live+507,live+509]" + }, + { + "old": "len(mp)==73 and set(mp.values())==set(range(*ns['zero_buffers'])), '73distinct private Z slots'", + "new": "len(mp)==91 and set(mp.values())==set(range(*ns['zero_buffers'])), '91distinct private Z slots'" + }, + { + "old": "T=len(order)//9; live=896*T; physical=live+490", + "new": "T=len(order)//9; live=896*T; physical=live+509" + } + ] + } + } +} diff --git a/research/rank7-restore-carrier-skips/evidence/ADMISSION-RESULT.json b/research/rank7-restore-carrier-skips/evidence/ADMISSION-RESULT.json new file mode 100644 index 0000000000..f2dca44121 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/ADMISSION-RESULT.json @@ -0,0 +1,382 @@ +{ + "actual_expected_helpers": 408, + "comparison_claim_sha256": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "comparison_head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "comparison_kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "comparison_pr": 2969, + "complex_lower": "432434041596978996703/250000000000000000000000", + "dispatch_sha256": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "external_input_sha256": { + "/Users/dcharb/kappa_workspace/imb-repo/research/rank7-restore-carrier-skips/allocation/DISPATCH.json": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "/Users/dcharb/kappa_workspace/imb-repo/research/rank7-restore-carrier-skips/allocation/FILL.json.gz": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "/Users/dcharb/kappa_workspace/imb-repo/research/rank7-restore-carrier-skips/allocation/ORDER.json": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "/Users/dcharb/kappa_workspace/reproduce_ours/adapters/extension_blocknorm.py": "6e6b8683cc87a84e5410c399b1128eb68694f852a3927cb124067f503ed7d7c7", + "/Users/dcharb/kappa_workspace/reproduce_ours/parent-export/pr2894/vendor/pr2857/vendor/pr2839/lift_parent.py": "9a1edd7d4ab4a2f2ac8d15b42b7e40f93653d65026bac59e4c1ce80b486bd60e", + "/Users/dcharb/kappa_workspace/reproduce_ours/parent-export/pr2894/vendor/pr2857/vendor/pr2839/reconstruct_replica.py": "5472811c24aef3852dc7e189dff5060076a6c0b25bfde928da50dcfe9b5bdc15", + "/Users/dcharb/kappa_workspace/reproduce_ours/parent-export/pr2894/vendor/pr2857/vendor/pr2839/replica_parent.py": "48bdbf28f59d80edb266803ec61bf5e22e8fb5e5a0e2b88004b6039147589bd4", + "/Users/dcharb/kappa_workspace/reproduce_ours/pr2969/CLAIM.json": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77" + }, + "fill_sha256": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "gain": "2850470819905554131/500000000000000000000000", + "kappa": "17297361663879159868119999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017297361663879159868119999999999999999999998999999999999999999999999", + "native_receipt_sha256": "7e982591b1362efe5e8d03fd98f67ff4ef676dd8a5fa3ca765c8ef1370be7019", + "order_sha256": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "package_manifest_sha256": "2c367a7afa966a7952303364fbccd6332730e2d3ad48d2ef04a524f35daddb03", + "patches": [ + { + "after_sha256": "52f8b4cec2dab69cbe590e1fd0f7a68e1b35de5a540bd22fd2adfce07a92b46b", + "before_sha256": "faf283eb4edd2e6a1ccb40b3cb3ba30ae54338eaf5ea0a10d84d11d7939502af", + "path": "new/rebind.py", + "replacements": [ + [ + "physical=spec['expected']['live'] + 8 + R + 2)", + "physical=spec['expected']['live'] + 8 + R + 2 + max(len(rd(d / 'CANONICAL-WORD.json.gz').get('zero_buffers', [])) for d in locs.values()))" + ] + ] + }, + { + "after_sha256": "99bef04f24a99088e5c0c9b8f6bbc8386669d8315b8f572d6bbfb932c5d51145", + "before_sha256": "7edb4732b34e5814b27650a55c938626cb50d68f06397744dd4fe451437e90e0", + "path": "geometry_controls.py", + "replacements": [ + [ + " i['complete_invocation_sweeps']=i['bridge_sweeps']=333", + " i['complete_invocation_sweeps']-=1;i['bridge_sweeps']-=1" + ], + [ + " o,i=copy.deepcopy(owner),copy.deepcopy(invoice);fn(o,i);oh=digest(o);i['owner_audit_sha256']=oh", + " o,i=copy.deepcopy(owner),copy.deepcopy(invoice);fn(o,i);assert (o,i)!=(owner,invoice), 'geometry mutant must change actual receipts';oh=digest(o);i['owner_audit_sha256']=oh" + ] + ] + }, + { + "after_sha256": "6cfefe80c02a6c0f243f50ca9e146e1ab1440b84a033d8a71d42be5a5fa27f6b", + "before_sha256": "c43680a2da390f79925547a5ee1919d8a76637cccf98e2c8164b6f667fbc3183", + "path": "verify_release.py", + "replacements": [ + [ + "Fraction(1, 10 ** 3046) - Fraction(1, 10 ** 3022)", + "Fraction(1, 10 ** (spec['outer_refinement']['endpoint_digits'] + 46)) - Fraction(1, 10 ** (spec['outer_refinement']['endpoint_digits'] + 22))" + ], + [ + "epsilon=1-(1025/1024)e-3080", + "epsilon=1-(1025/1024)e-{spec['outer_refinement']['endpoint_digits']+80}" + ], + [ + "at the one 3000-digit rejection call", + "at the one {spec['outer_refinement']['endpoint_digits']}-digit rejection call" + ] + ] + }, + { + "after_sha256": "1dd56009986eb14dd6603c9193c7ad71dd45c7d005bf71c9cd3f916e66f54d98", + "before_sha256": "9e12909c73d3b3a31a45d801ae76c034510d6306400412e474df79bc4f1dc67e", + "path": "outer/check_ledger.py", + "replacements": [ + [ + "assert (m,W)==(73,66304)", + "T=spec['geometry']['replicas']\nassert type(T) is int and T>0\nassert m==73 and W==896*T and W==BJ['live']" + ] + ] + }, + { + "after_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "before_sha256": "08ca58abff11bdfba721dc56ab8acf06ec1b7c48a8699a0955cf35324680aca7", + "path": "code/witness.py", + "replacements": [ + [ + " with open(os.environ['WITNESS_RECORD'],'a')as f:f.write(json.dumps([key,got],default=str)+chr(10))", + " import time as _wr_time\n _wr_path=Path(os.environ['WITNESS_RECORD'])\n _wr_lock=_wr_path.with_name(_wr_path.name+'.append.lock')\n _wr_deadline=_wr_time.monotonic()+60\n _wr_fd=None\n while _wr_fd is None:\n try:_wr_fd=os.open(_wr_lock,os.O_CREAT|os.O_EXCL|os.O_WRONLY)\n except FileExistsError:\n if _wr_time.monotonic()>=_wr_deadline:raise TimeoutError('discovery record lock timeout; existing lock preserved')\n _wr_time.sleep(.005)\n try:\n with _wr_path.open('a',encoding='utf-8',newline='\\n')as _wr_out:\n _wr_out.write(json.dumps([key,got],default=str)+chr(10))\n _wr_out.flush()\n finally:\n os.close(_wr_fd)\n _wr_lock.unlink()" + ] + ] + }, + { + "after_sha256": "2964ea185a64061d72e4a6c648a48cd0ddbfc7ea8174ecb39be2a2eee52a3be8", + "before_sha256": "8dee5aa1663a70edcf1099a30b72166d89c29fa29ba2025fb5707fdbcc237f83", + "path": "verify.py", + "replacements": [ + [ + "run('lift-parent',P/'lift_parent.py','--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')", + "run('lift-parent',P/'lift_parent.py','--package',P,'--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')" + ] + ] + }, + { + "after_sha256": "0d8cc021d2401d047aaec79060ec2ea28ba06f12eca8dbf4c60c78bb31975c4e", + "before_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "path": "code/witness.py", + "replacements": [ + [ + "PAYLOAD==1<<(192+(GEO['dimension']+1)//2+2*CALLS+4).bit_length()", + "PAYLOAD==1<<(128+(GEO['dimension']+1)//2+18+1330+1+4).bit_length()" + ] + ] + }, + { + "after_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "before_sha256": "bb213d0af12218ff7c9c572717e522d8bbeeb2856b87a253f4a7f44e0fd71f15", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " required_prefix=localbits+input_l2_bits+call_count+bridge_sweeps+4", + " from blocknorm_certificate import certify\n blocknorm=certify(template, {pid:base/'providers'/pid for pid in template['local_providers']})\n assert blocknorm['status'] == 'PASS_TENSOR_BLOCK_NORM_CERTIFICATE'\n assert localbits <= 128, 'actual native scalar/Horner prefix exceeds charged local reserve'\n required_prefix=localbits+input_l2_bits+blocknorm['max_active_depth']+blocknorm['stock_l2_bits']+1+4" + ] + ] + }, + { + "after_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "before_sha256": "02502a217fe8c9e10229075b50745518beac512c48db20e64c3e06514a4da5b5", + "path": "independent_core.py", + "replacements": [ + [ + " payload = 1 << (192 + (M+1)//2 + 2*len(c['order']) + 4).bit_length()", + " require(localbits <= 128, 'measured native prefix exceeds local reserve')\n payload = 1 << (128 + (M+1)//2 + 18 + 1330 + 1 + 4).bit_length()" + ] + ] + }, + { + "after_sha256": "d598a2ac1e2e8eaee14a8c285e0277a7ae44ca6a15bd2b5cfc67fb40844fb387", + "before_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,", + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,blocknorm=blocknorm," + ], + [ + " primitive_arithmetic_margin_bits=4,controller_audit_sha256=", + " tensor_block_norm=blocknorm,partial_cover_margin_bits=1,physical_stock_l2_bits=blocknorm['stock_l2_bits'],primitive_arithmetic_margin_bits=4,controller_audit_sha256=" + ], + [ + "Sum every actual invocation and bridge sweep and take the maximum local scalar/Horner prefix over both orientations of the fixed provider.", + "All invocations and bridge sweeps remain charged. Bound completed-boundary energy by at most eighteen active steps per owner replica, using exact tensor-isomorphic whole-family helper unitaries. Add the full group-indexed physical-stock sup-to-l2 factor and one partial-cover margin, then the maximum local scalar/Horner prefix." + ] + ] + }, + { + "after_sha256": "e051aaa166e01263780d5ae03699690670b597fed6593af4c37a7e978825eb85", + "before_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "path": "independent_core.py", + "replacements": [ + [ + " prefix = localbits + (M + 1) // 2 + len(c['order']) + c['bridges'] + 4", + " bn=c['blocknorm']\n require(bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['max_active_depth']==18 and bn['stock_l2_bits']<=1330, 'independent tensor block certificate')\n prefix = localbits + (M + 1) // 2 + bn['max_active_depth'] + bn['stock_l2_bits'] + 1 + 4" + ], + [ + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], margin=4)", + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], active_block_depth=18,stock_l2=bn['stock_l2_bits'],partial_cover=1,margin=4),blocknorm=bn" + ] + ] + }, + { + "after_sha256": "393323f150d0bb686419804d51cf43d0f58450d2a1e7929725acdd26fdbb3640", + "before_sha256": "2286f00e462ff28abbb3f396095463482a1e063213b9526a7225275980c77eaf", + "path": "audit_mixed.py", + "replacements": [ + [ + "pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)", + "import blocknorm_certificate as BN;ctx['blocknorm']=BN.certify_context(ctx,roles,dirs,source_parent=parent);pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)" + ] + ] + }, + { + "after_sha256": "0542dde915af8902324db2f59136da078d5256bfaa8f1510f3e59336be7e2680", + "before_sha256": "f25e1e870df5d5a16a1e367b3df8843cb01644ab4b75895d7939af81e4fcb833", + "path": "code/assemble.py", + "replacements": [ + [ + " assert invoice['global_prefix_bits']==max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())+37+CALLS+CALLS+4", + " bn=invoice['blocknorm']\n assert bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['replicas']==REPLICAS\n assert bn['max_active_depth']==bn['boundary_depth_bits']==18 and bn['active_calls_per_block']==bn['bridges_per_block']==9\n assert bn['block_width_families']==896 and bn['physical_families']==invoice['physical'] and bn['live_families']==invoice['live']\n assert bn['partial_cover_bits']==1 and bn['input_l2_bits']==37 and bn['local_reserve_bits']==128 and bn['retained_payload_bits']==PAYLOAD\n localbits=max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())\n assert bn['local_actual_prefix_bits']==localbits and localbits<=128\n assert invoice['global_prefix_bits']==bn['actual_prefix_bits']==localbits+37+18+bn['stock_l2_bits']+1+4\n assert bn['required_reserve_bits']==128+37+18+bn['stock_l2_bits']+1+40\nassert m==73 and W==896*T and W==BJ['live']" + ] + ] + }, + { + "after_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "before_sha256": "08ca58abff11bdfba721dc56ab8acf06ec1b7c48a8699a0955cf35324680aca7", + "path": "code/witness.py", + "replacements": [ + [ + " with open(os.environ['WITNESS_RECORD'],'a')as f:f.write(json.dumps([key,got],default=str)+chr(10))", + " import time as _wr_time\n _wr_path=Path(os.environ['WITNESS_RECORD'])\n _wr_lock=_wr_path.with_name(_wr_path.name+'.append.lock')\n _wr_deadline=_wr_time.monotonic()+60\n _wr_fd=None\n while _wr_fd is None:\n try:_wr_fd=os.open(_wr_lock,os.O_CREAT|os.O_EXCL|os.O_WRONLY)\n except FileExistsError:\n if _wr_time.monotonic()>=_wr_deadline:raise TimeoutError('discovery record lock timeout; existing lock preserved')\n _wr_time.sleep(.005)\n try:\n with _wr_path.open('a',encoding='utf-8',newline='\\n')as _wr_out:\n _wr_out.write(json.dumps([key,got],default=str)+chr(10))\n _wr_out.flush()\n finally:\n os.close(_wr_fd)\n _wr_lock.unlink()" + ] + ] + }, + { + "after_sha256": "2964ea185a64061d72e4a6c648a48cd0ddbfc7ea8174ecb39be2a2eee52a3be8", + "before_sha256": "8dee5aa1663a70edcf1099a30b72166d89c29fa29ba2025fb5707fdbcc237f83", + "path": "verify.py", + "replacements": [ + [ + "run('lift-parent',P/'lift_parent.py','--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')", + "run('lift-parent',P/'lift_parent.py','--package',P,'--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')" + ] + ] + }, + { + "after_sha256": "0d8cc021d2401d047aaec79060ec2ea28ba06f12eca8dbf4c60c78bb31975c4e", + "before_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "path": "code/witness.py", + "replacements": [ + [ + "PAYLOAD==1<<(192+(GEO['dimension']+1)//2+2*CALLS+4).bit_length()", + "PAYLOAD==1<<(128+(GEO['dimension']+1)//2+18+1330+1+4).bit_length()" + ] + ] + }, + { + "after_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "before_sha256": "bb213d0af12218ff7c9c572717e522d8bbeeb2856b87a253f4a7f44e0fd71f15", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " required_prefix=localbits+input_l2_bits+call_count+bridge_sweeps+4", + " from blocknorm_certificate import certify\n blocknorm=certify(template, {pid:base/'providers'/pid for pid in template['local_providers']})\n assert blocknorm['status'] == 'PASS_TENSOR_BLOCK_NORM_CERTIFICATE'\n assert localbits <= 128, 'actual native scalar/Horner prefix exceeds charged local reserve'\n required_prefix=localbits+input_l2_bits+blocknorm['max_active_depth']+blocknorm['stock_l2_bits']+1+4" + ] + ] + }, + { + "after_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "before_sha256": "02502a217fe8c9e10229075b50745518beac512c48db20e64c3e06514a4da5b5", + "path": "independent_core.py", + "replacements": [ + [ + " payload = 1 << (192 + (M+1)//2 + 2*len(c['order']) + 4).bit_length()", + " require(localbits <= 128, 'measured native prefix exceeds local reserve')\n payload = 1 << (128 + (M+1)//2 + 18 + 1330 + 1 + 4).bit_length()" + ] + ] + }, + { + "after_sha256": "d598a2ac1e2e8eaee14a8c285e0277a7ae44ca6a15bd2b5cfc67fb40844fb387", + "before_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,", + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,blocknorm=blocknorm," + ], + [ + " primitive_arithmetic_margin_bits=4,controller_audit_sha256=", + " tensor_block_norm=blocknorm,partial_cover_margin_bits=1,physical_stock_l2_bits=blocknorm['stock_l2_bits'],primitive_arithmetic_margin_bits=4,controller_audit_sha256=" + ], + [ + "Sum every actual invocation and bridge sweep and take the maximum local scalar/Horner prefix over both orientations of the fixed provider.", + "All invocations and bridge sweeps remain charged. Bound completed-boundary energy by at most eighteen active steps per owner replica, using exact tensor-isomorphic whole-family helper unitaries. Add the full group-indexed physical-stock sup-to-l2 factor and one partial-cover margin, then the maximum local scalar/Horner prefix." + ] + ] + }, + { + "after_sha256": "e051aaa166e01263780d5ae03699690670b597fed6593af4c37a7e978825eb85", + "before_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "path": "independent_core.py", + "replacements": [ + [ + " prefix = localbits + (M + 1) // 2 + len(c['order']) + c['bridges'] + 4", + " bn=c['blocknorm']\n require(bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['max_active_depth']==18 and bn['stock_l2_bits']<=1330, 'independent tensor block certificate')\n prefix = localbits + (M + 1) // 2 + bn['max_active_depth'] + bn['stock_l2_bits'] + 1 + 4" + ], + [ + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], margin=4)", + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], active_block_depth=18,stock_l2=bn['stock_l2_bits'],partial_cover=1,margin=4),blocknorm=bn" + ] + ] + }, + { + "after_sha256": "393323f150d0bb686419804d51cf43d0f58450d2a1e7929725acdd26fdbb3640", + "before_sha256": "2286f00e462ff28abbb3f396095463482a1e063213b9526a7225275980c77eaf", + "path": "audit_mixed.py", + "replacements": [ + [ + "pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)", + "import blocknorm_certificate as BN;ctx['blocknorm']=BN.certify_context(ctx,roles,dirs,source_parent=parent);pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)" + ] + ] + }, + { + "after_sha256": "0542dde915af8902324db2f59136da078d5256bfaa8f1510f3e59336be7e2680", + "before_sha256": "f25e1e870df5d5a16a1e367b3df8843cb01644ab4b75895d7939af81e4fcb833", + "path": "code/assemble.py", + "replacements": [ + [ + " assert invoice['global_prefix_bits']==max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())+37+CALLS+CALLS+4", + " bn=invoice['blocknorm']\n assert bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['replicas']==REPLICAS\n assert bn['max_active_depth']==bn['boundary_depth_bits']==18 and bn['active_calls_per_block']==bn['bridges_per_block']==9\n assert bn['block_width_families']==896 and bn['physical_families']==invoice['physical'] and bn['live_families']==invoice['live']\n assert bn['partial_cover_bits']==1 and bn['input_l2_bits']==37 and bn['local_reserve_bits']==128 and bn['retained_payload_bits']==PAYLOAD\n localbits=max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())\n assert bn['local_actual_prefix_bits']==localbits and localbits<=128\n assert invoice['global_prefix_bits']==bn['actual_prefix_bits']==localbits+37+18+bn['stock_l2_bits']+1+4\n assert bn['required_reserve_bits']==128+37+18+bn['stock_l2_bits']+1+4 + import numpy as np +ModuleNotFoundError: No module named 'numpy' +Traceback (most recent call last): + File "/Users/dcharb/kappa_workspace/reproduce_ours/candidate/package/outer/run_outer.py", line 17, in + subprocess.run([sys.executable, '-B', str(P / 'outer/sched_test.py')], check=True) + ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/opt/homebrew/Cellar/python@3.14/3.14.3_1/Frameworks/Python.framework/Versions/3.14/lib/python3.14/subprocess.py", line 577, in run + raise CalledProcessError(retcode, process.args, + output=stdout, stderr=stderr) +subprocess.CalledProcessError: Command '['/opt/homebrew/Cellar/python@3.14/3.14.3_1/bin/python3.14', '-B', '/Users/dcharb/kappa_workspace/reproduce_ours/candidate/package/outer/sched_test.py']' returned non-zero exit status 1. + diff --git a/research/rank7-restore-carrier-skips/evidence/logs/complete-admission.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/complete-admission.log.txt new file mode 100644 index 0000000000..864ade9020 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/complete-admission.log.txt @@ -0,0 +1,21 @@ +PASS owners +PASS parent-lift +PASS rebind +PASS discovery +PASS outer-check_ledger.py +PASS outer-independent_check.py +Traceback (most recent call last): + File "/Users/dcharb/kappa_workspace/reproduce_ours/adapters/admit_extension.py", line 419, in + main() + ~~~~^^ + File "/Users/dcharb/kappa_workspace/reproduce_ours/adapters/admit_extension.py", line 400, in main + run('release', package / 'verify_release.py', '--main', source.parents[1], '--work', work / 'release', + ~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + '--native-cache', cache, '--jobs', a.jobs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/dcharb/kappa_workspace/reproduce_ours/adapters/admit_extension.py", line 227, in run + need(result.returncode == 0, 'failed ' + name + '; see ' + str(log)) + ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/dcharb/kappa_workspace/reproduce_ours/adapters/admit_extension.py", line 85, in need + raise RuntimeError(why) +RuntimeError: failed release; see /Users/dcharb/kappa_workspace/reproduce_ours/candidate/release.log diff --git a/research/rank7-restore-carrier-skips/evidence/logs/declared-edit-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/declared-edit-stage.log.txt new file mode 100644 index 0000000000..621c292a9b --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/declared-edit-stage.log.txt @@ -0,0 +1 @@ +PASS_SOURCE_BOUND_DECLARED_EDIT_OVERLAY 130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17 642 diff --git a/research/rank7-restore-carrier-skips/evidence/logs/derive-closed-adapters.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/derive-closed-adapters.log.txt new file mode 100644 index 0000000000..af69bc421a --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/derive-closed-adapters.log.txt @@ -0,0 +1 @@ +PASS_CHECKED_91_BUFFER_ADAPTER_DERIVATION_R13 130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17 642 {'prepare_extension_native.py': '988ca1ccc2327059', 'admit_extension.py': '1893fa959063f48b', 'extension_blocknorm.py': '6e6b8683cc87a84e'} diff --git a/research/rank7-restore-carrier-skips/evidence/logs/export-pr2833.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/export-pr2833.log.txt new file mode 100644 index 0000000000..0e167346d1 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/export-pr2833.log.txt @@ -0,0 +1 @@ +{"head": "e9307b48d7d1b690939935ecef0f8e524e6d92f4", "manifest_entries": 541, "manifest_sha256": "c8ec4d1b7be08d2ad30730a07392ad9cb6d0222f2c35bef43c9a80a39b16e41f", "network_fetch": false, "source": "/Users/dcharb/kappa_workspace/reproduce_ours/pr2833", "status": "PASS_EXACT_PR2833_SOURCE_EXPORT"} diff --git a/research/rank7-restore-carrier-skips/evidence/logs/export-pr2894.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/export-pr2894.log.txt new file mode 100644 index 0000000000..2bed900376 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/export-pr2894.log.txt @@ -0,0 +1 @@ +PASS_PINNED_PR2894_EXPORT_RECIPE_ONLY diff --git a/research/rank7-restore-carrier-skips/evidence/logs/four-kernel-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/four-kernel-stage.log.txt new file mode 100644 index 0000000000..257be58c74 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/four-kernel-stage.log.txt @@ -0,0 +1 @@ +{"derived_manifest_sha256": "54dc42f25c1d8b85adcf593c4bf6c0f83f7351388af857812790b8a0b4c3d869", "source_file_count": 547, "status": "PASS_SOURCE_BOUND_FOUR_KERNEL_OVERLAY_DERIVATION"} diff --git a/research/rank7-restore-carrier-skips/evidence/logs/fresh-current-native.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/fresh-current-native.log.txt new file mode 100644 index 0000000000..820460ef57 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/fresh-current-native.log.txt @@ -0,0 +1,3 @@ +PASS fresh-current-base +PASS fresh-current-extra +PASS_TWO_FRESH_SHARED_KERNEL_NATIVE_CHAINS_AUTHENTICATED_PARENT_REUSE diff --git a/research/rank7-restore-carrier-skips/evidence/logs/paired-extension-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/paired-extension-stage.log.txt new file mode 100644 index 0000000000..9ca3a42521 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/paired-extension-stage.log.txt @@ -0,0 +1 @@ +PASS_SOURCE_BOUND_PAIRED_EXTENSION_OVERLAY 98d57c82a1c7318be3c330c3b66897844d57232f0aaeaea88fb4bebd0a1bedf1 632 diff --git a/research/rank7-restore-carrier-skips/evidence/logs/parent-paired-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/parent-paired-stage.log.txt new file mode 100644 index 0000000000..de80347a90 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/parent-paired-stage.log.txt @@ -0,0 +1 @@ +PASS_SOURCE_BOUND_TWO_SIDED_HELPER408_OVERLAY 56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83 610 diff --git a/research/rank7-restore-carrier-skips/evidence/logs/preload-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/preload-stage.log.txt new file mode 100644 index 0000000000..4fa79b5e48 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/preload-stage.log.txt @@ -0,0 +1 @@ +{"derived_manifest_sha256": "4da246899e2c509dd8c6e5af34905c6124ca17671b188e11ac37e36adf449504", "source_file_count": 553, "status": "PASS_SOURCE_BOUND_PRELOAD_MOVE_OVERLAY_DERIVATION"} diff --git a/research/rank7-restore-carrier-skips/evidence/logs/rank7-overlay-stage.log.txt b/research/rank7-restore-carrier-skips/evidence/logs/rank7-overlay-stage.log.txt new file mode 100644 index 0000000000..d058b55c96 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/logs/rank7-overlay-stage.log.txt @@ -0,0 +1 @@ +{"buffers": 91, "derived_manifest_sha256": "751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80", "source_file_count": 637, "status": "PASS_SOURCE_BOUND_WORDEDIT_OVERLAY_DERIVATION"} diff --git a/research/rank7-restore-carrier-skips/evidence/pr2979/ADAPTER-DERIVATION.json b/research/rank7-restore-carrier-skips/evidence/pr2979/ADAPTER-DERIVATION.json new file mode 100644 index 0000000000..f7b180f4ec --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/pr2979/ADAPTER-DERIVATION.json @@ -0,0 +1,147 @@ +{ + "status": "PASS_CHECKED_91_BUFFER_ADAPTER_DERIVATION_R13", + "parent_head": "51309592971e3b5be935599eed2a95404dc7781e", + "parent_manifest_sha256": "9dba3fe371602ec023a54e26c0fd66f69eb7a74be86aab89923529083c14b36f", + "source_commit": "rank7-joint-endframes-pr2917", + "source_profile": "rank7-joint-endframes", + "upstream_head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "source_manifest_sha256": "751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80", + "source_files": 637, + "comparisons": { + "pr2908": { + "pr": 2908, + "head": "51309592971e3b5be935599eed2a95404dc7781e", + "sha256": "2406680a07b43a69b0f12f8462cc43f3616f3c8cb0a46bc767541b45945cd2bf" + }, + "pr2917": { + "pr": 2917, + "head": "224bd5e56041c40078ff6b5fa7393733a215de5c", + "sha256": "e6c836c0178661a53a69cd91f29d83585e876f2511ff40c6b6204cd270fbdeac" + }, + "pr2966": { + "pr": 2966, + "head": "e62d3eb9005117d82a9babcfa937ecc53237c490", + "sha256": "4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a" + }, + "pr2969": { + "pr": 2969, + "head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "sha256": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77" + } + }, + "retained_receipt_sha256": "ba9ef5709319ceb54928aed10cb250f3d018b3f654a2902c53df27d9e2e1157f", + "buffer_count": 91, + "physical_overhead": 509, + "width_classes": { + "gauge44": 6, + "extra": 6 + }, + "admission_controls": 139, + "changes": { + "prepare_extension_native.py": { + "source": "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/pr2908/tools/prepare_channel_native.py", + "before_sha256": "4d207b9bbe3e0b8a86d10ad5d5f329a81da0cf56dce6c03e6fdd5b78e581ce91", + "after_sha256": "d8ff0d968a22e159698e6caf4ee4bcac18a1e4c8a41ac1203bcd644e2b29a647", + "replacements": [ + { + "old": "SOURCE_SHA='56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83'", + "new": "SOURCE_SHA='751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80'" + }, + { + "old": "SOURCE_FILES=610", + "new": "SOURCE_FILES=637" + }, + { + "old": "SOURCE_COMMIT='two-sided-helper408-pr2894'", + "new": "SOURCE_COMMIT='rank7-joint-endframes-pr2917'" + }, + { + "old": "OLD_RECEIPT_SHA='dd36443f2789ffa6deca7210c76ada781e2b9b7e622a546b366f51a475faff3e'", + "new": "OLD_RECEIPT_SHA='ba9ef5709319ceb54928aed10cb250f3d018b3f654a2902c53df27d9e2e1157f'" + }, + { + "old": "len(can['zero_buffers'])==73", + "new": "len(can['zero_buffers'])==91" + } + ] + }, + "admit_extension.py": { + "source": "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/pr2908/tools/admit_channel408.py", + "before_sha256": "a62c21eac4e0df502cbfb78c88b19a763fd351cde3c11c0588874f84db6992bf", + "after_sha256": "32a731ce77ee011b83705e53ff804673e324dfd4d67a3fefee673977d2cba364", + "replacements": [ + { + "old": " 'channel408': dict(commit='two-sided-helper408-pr2894',manifest='56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83',helpers=408,source_file_count=610,upstream_head='18d03c447886895ef9abf888398178e0428533ca'),", + "new": " 'rank7-joint-endframes': dict(commit='rank7-joint-endframes-pr2917',manifest='751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80',helpers=408,source_file_count=637,upstream_head='224bd5e56041c40078ff6b5fa7393733a215de5c')," + }, + { + "old": "COMPARISONS = {", + "new": "COMPARISONS = {\n 'pr2908': dict(pr=2908,head='51309592971e3b5be935599eed2a95404dc7781e',sha256='2406680a07b43a69b0f12f8462cc43f3616f3c8cb0a46bc767541b45945cd2bf',field='kappa'),\n 'pr2917': dict(pr=2917,head='224bd5e56041c40078ff6b5fa7393733a215de5c',sha256='e6c836c0178661a53a69cd91f29d83585e876f2511ff40c6b6204cd270fbdeac',field='kappa'),\n 'pr2966': dict(pr=2966,head='e62d3eb9005117d82a9babcfa937ecc53237c490',sha256='4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a',field='kappa'),\n 'pr2969': dict(pr=2969,head='e2ca469b08385d3d5e29a918d66dbefaf889e9f3',sha256='656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77',field='kappa')," + }, + { + "old": "ap.add_argument('--source-profile', choices=['channel408'], default='channel408')", + "new": "ap.add_argument('--source-profile', choices=['rank7-joint-endframes'], default='rank7-joint-endframes')" + }, + { + "old": "ap.add_argument('--comparison-profile', choices=['pr2894'], default='pr2894')", + "new": "ap.add_argument('--comparison-profile', choices=['pr2908','pr2917','pr2966','pr2969'], default='pr2908')" + }, + { + "old": "zero_buffers_allocated_and_cleared=73", + "new": "zero_buffers_allocated_and_cleared=91" + }, + { + "old": "len(c.get('zero_buffers',[]))==73, 'helper408 physical ABI including all 73 private buffers'", + "new": "len(c.get('zero_buffers',[]))==91, 'paired extension physical ABI including all 91 private buffers'" + }, + { + "old": "896*T+expected_helpers+8+73+2, 'complete physical cost including all actual helpers and 73 buffers'", + "new": "896*T+expected_helpers+8+91+2, 'complete physical cost including all actual helpers and 91 buffers'" + }, + { + "old": "\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])==119\")", + "new": "\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])==139\")" + }, + { + "old": "\"controls=dict(admission=119,", + "new": "\"controls=dict(admission=139," + } + ] + }, + "extension_blocknorm.py": { + "source": "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/pr2908/tools/channel_blocknorm.py", + "before_sha256": "b53ebd53e3948f658c6da4f487a9ea10c9cb0a6acf2435750a32d6efeb9869c0", + "after_sha256": "6e6b8683cc87a84e5410c399b1128eb68694f852a3927cb124067f503ed7d7c7", + "replacements": [ + { + "old": "len(allocated)==73, 'all73 private zero buffers released'", + "new": "len(allocated)==91, 'all91 private zero buffers released'" + }, + { + "old": "'zero_buffers_allocated_and_cleared':73", + "new": "'zero_buffers_allocated_and_cleared':91" + }, + { + "old": "r['zero_buffers_returned_to_zero']==73", + "new": "r['zero_buffers_returned_to_zero']==91" + }, + { + "old": "physical==live+8+408+73+2", + "new": "physical==live+8+408+91+2" + }, + { + "old": "'zero_buffers':[live+416,live+489], 'coefficient':[live+489,live+491]", + "new": "'zero_buffers':[live+416,live+507], 'coefficient':[live+507,live+509]" + }, + { + "old": "len(mp)==73 and set(mp.values())==set(range(*ns['zero_buffers'])), '73distinct private Z slots'", + "new": "len(mp)==91 and set(mp.values())==set(range(*ns['zero_buffers'])), '91distinct private Z slots'" + }, + { + "old": "T=len(order)//9; live=896*T; physical=live+490", + "new": "T=len(order)//9; live=896*T; physical=live+509" + } + ] + } + } +} diff --git a/research/rank7-restore-carrier-skips/evidence/pr2979/ADMISSION-RESULT.json b/research/rank7-restore-carrier-skips/evidence/pr2979/ADMISSION-RESULT.json new file mode 100644 index 0000000000..41bca45d53 --- /dev/null +++ b/research/rank7-restore-carrier-skips/evidence/pr2979/ADMISSION-RESULT.json @@ -0,0 +1,382 @@ +{ + "actual_expected_helpers": 408, + "comparison_claim_sha256": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "comparison_head": "e2ca469b08385d3d5e29a918d66dbefaf889e9f3", + "comparison_kappa": "17240352247481048785499999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "comparison_pr": 2969, + "complex_lower": "1729033982646513517717/1000000000000000000000000", + "dispatch_sha256": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "external_input_sha256": { + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/adapters/extension_blocknorm.py": "6e6b8683cc87a84e5410c399b1128eb68694f852a3927cb124067f503ed7d7c7", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/parent-export/pr2894/vendor/pr2857/vendor/pr2839/lift_parent.py": "9a1edd7d4ab4a2f2ac8d15b42b7e40f93653d65026bac59e4c1ce80b486bd60e", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/parent-export/pr2894/vendor/pr2857/vendor/pr2839/reconstruct_replica.py": "5472811c24aef3852dc7e189dff5060076a6c0b25bfde928da50dcfe9b5bdc15", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/parent-export/pr2894/vendor/pr2857/vendor/pr2839/replica_parent.py": "48bdbf28f59d80edb266803ec61bf5e22e8fb5e5a0e2b88004b6039147589bd4", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/run1/pr2969/CLAIM.json": "656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/snap1/research/rank7-joint-endframes/allocation/DISPATCH.json": "65e435bd68e97243c003677271b88485a29d4d0fae2dff1354100404a145e74c", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/snap1/research/rank7-joint-endframes/allocation/FILL.json.gz": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "/private/tmp/claude-501/-Users-mdumitrean-Desktop-dev-aigent-math-prime/c80ebb8e-fc28-4d1d-b7ef-b214d4660f98/scratchpad/r14pub-build/runs/snap1/research/rank7-joint-endframes/allocation/ORDER.json": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1" + }, + "fill_sha256": "c2136be9434cda511a1a8a44d98f9f72ea5376830a8426674253b4ee351c4c39", + "gain": "4998757898408639167/1000000000000000000000000", + "kappa": "17290339826465135177169999999999999999999998999999999999999999999999/10000000000000000000000000000000000000000000000000000000000000000000000", + "kappa_decimal": "0.0017290339826465135177169999999999999999999998999999999999999999999999", + "native_receipt_sha256": "6d27c89d5e3a2c7f28387e4b20c462b0dff6c9fa92aacdde715d4b29cc286d41", + "order_sha256": "519d1d5dbb997a219fcfcad34c0b03e7838bef24199784d7e964fa10090f66e1", + "package_manifest_sha256": "d287f0b1f5a0c73e832483075ec34c75b5c4164a6f8958d466feb53ddc0da6e8", + "patches": [ + { + "after_sha256": "52f8b4cec2dab69cbe590e1fd0f7a68e1b35de5a540bd22fd2adfce07a92b46b", + "before_sha256": "faf283eb4edd2e6a1ccb40b3cb3ba30ae54338eaf5ea0a10d84d11d7939502af", + "path": "new/rebind.py", + "replacements": [ + [ + "physical=spec['expected']['live'] + 8 + R + 2)", + "physical=spec['expected']['live'] + 8 + R + 2 + max(len(rd(d / 'CANONICAL-WORD.json.gz').get('zero_buffers', [])) for d in locs.values()))" + ] + ] + }, + { + "after_sha256": "99bef04f24a99088e5c0c9b8f6bbc8386669d8315b8f572d6bbfb932c5d51145", + "before_sha256": "7edb4732b34e5814b27650a55c938626cb50d68f06397744dd4fe451437e90e0", + "path": "geometry_controls.py", + "replacements": [ + [ + " i['complete_invocation_sweeps']=i['bridge_sweeps']=333", + " i['complete_invocation_sweeps']-=1;i['bridge_sweeps']-=1" + ], + [ + " o,i=copy.deepcopy(owner),copy.deepcopy(invoice);fn(o,i);oh=digest(o);i['owner_audit_sha256']=oh", + " o,i=copy.deepcopy(owner),copy.deepcopy(invoice);fn(o,i);assert (o,i)!=(owner,invoice), 'geometry mutant must change actual receipts';oh=digest(o);i['owner_audit_sha256']=oh" + ] + ] + }, + { + "after_sha256": "6cfefe80c02a6c0f243f50ca9e146e1ab1440b84a033d8a71d42be5a5fa27f6b", + "before_sha256": "c43680a2da390f79925547a5ee1919d8a76637cccf98e2c8164b6f667fbc3183", + "path": "verify_release.py", + "replacements": [ + [ + "Fraction(1, 10 ** 3046) - Fraction(1, 10 ** 3022)", + "Fraction(1, 10 ** (spec['outer_refinement']['endpoint_digits'] + 46)) - Fraction(1, 10 ** (spec['outer_refinement']['endpoint_digits'] + 22))" + ], + [ + "epsilon=1-(1025/1024)e-3080", + "epsilon=1-(1025/1024)e-{spec['outer_refinement']['endpoint_digits']+80}" + ], + [ + "at the one 3000-digit rejection call", + "at the one {spec['outer_refinement']['endpoint_digits']}-digit rejection call" + ] + ] + }, + { + "after_sha256": "1dd56009986eb14dd6603c9193c7ad71dd45c7d005bf71c9cd3f916e66f54d98", + "before_sha256": "9e12909c73d3b3a31a45d801ae76c034510d6306400412e474df79bc4f1dc67e", + "path": "outer/check_ledger.py", + "replacements": [ + [ + "assert (m,W)==(73,66304)", + "T=spec['geometry']['replicas']\nassert type(T) is int and T>0\nassert m==73 and W==896*T and W==BJ['live']" + ] + ] + }, + { + "after_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "before_sha256": "08ca58abff11bdfba721dc56ab8acf06ec1b7c48a8699a0955cf35324680aca7", + "path": "code/witness.py", + "replacements": [ + [ + " with open(os.environ['WITNESS_RECORD'],'a')as f:f.write(json.dumps([key,got],default=str)+chr(10))", + " import time as _wr_time\n _wr_path=Path(os.environ['WITNESS_RECORD'])\n _wr_lock=_wr_path.with_name(_wr_path.name+'.append.lock')\n _wr_deadline=_wr_time.monotonic()+60\n _wr_fd=None\n while _wr_fd is None:\n try:_wr_fd=os.open(_wr_lock,os.O_CREAT|os.O_EXCL|os.O_WRONLY)\n except FileExistsError:\n if _wr_time.monotonic()>=_wr_deadline:raise TimeoutError('discovery record lock timeout; existing lock preserved')\n _wr_time.sleep(.005)\n try:\n with _wr_path.open('a',encoding='utf-8',newline='\\n')as _wr_out:\n _wr_out.write(json.dumps([key,got],default=str)+chr(10))\n _wr_out.flush()\n finally:\n os.close(_wr_fd)\n _wr_lock.unlink()" + ] + ] + }, + { + "after_sha256": "680b6de474a8226777c5a17191470b21cd5cc524cc22921d12dff6cef25c43ee", + "before_sha256": "b0d5f4217b4699c37609dc7c3633d570acbccd205840777d38f891846b4b918c", + "path": "verify.py", + "replacements": [ + [ + "run('lift-parent',P/'lift_parent.py','--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')", + "run('lift-parent',P/'lift_parent.py','--package',P,'--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')" + ] + ] + }, + { + "after_sha256": "0d8cc021d2401d047aaec79060ec2ea28ba06f12eca8dbf4c60c78bb31975c4e", + "before_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "path": "code/witness.py", + "replacements": [ + [ + "PAYLOAD==1<<(192+(GEO['dimension']+1)//2+2*CALLS+4).bit_length()", + "PAYLOAD==1<<(128+(GEO['dimension']+1)//2+18+1330+1+4).bit_length()" + ] + ] + }, + { + "after_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "before_sha256": "bb213d0af12218ff7c9c572717e522d8bbeeb2856b87a253f4a7f44e0fd71f15", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " required_prefix=localbits+input_l2_bits+call_count+bridge_sweeps+4", + " from blocknorm_certificate import certify\n blocknorm=certify(template, {pid:base/'providers'/pid for pid in template['local_providers']})\n assert blocknorm['status'] == 'PASS_TENSOR_BLOCK_NORM_CERTIFICATE'\n assert localbits <= 128, 'actual native scalar/Horner prefix exceeds charged local reserve'\n required_prefix=localbits+input_l2_bits+blocknorm['max_active_depth']+blocknorm['stock_l2_bits']+1+4" + ] + ] + }, + { + "after_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "before_sha256": "02502a217fe8c9e10229075b50745518beac512c48db20e64c3e06514a4da5b5", + "path": "independent_core.py", + "replacements": [ + [ + " payload = 1 << (192 + (M+1)//2 + 2*len(c['order']) + 4).bit_length()", + " require(localbits <= 128, 'measured native prefix exceeds local reserve')\n payload = 1 << (128 + (M+1)//2 + 18 + 1330 + 1 + 4).bit_length()" + ] + ] + }, + { + "after_sha256": "d598a2ac1e2e8eaee14a8c285e0277a7ae44ca6a15bd2b5cfc67fb40844fb387", + "before_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,", + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,blocknorm=blocknorm," + ], + [ + " primitive_arithmetic_margin_bits=4,controller_audit_sha256=", + " tensor_block_norm=blocknorm,partial_cover_margin_bits=1,physical_stock_l2_bits=blocknorm['stock_l2_bits'],primitive_arithmetic_margin_bits=4,controller_audit_sha256=" + ], + [ + "Sum every actual invocation and bridge sweep and take the maximum local scalar/Horner prefix over both orientations of the fixed provider.", + "All invocations and bridge sweeps remain charged. Bound completed-boundary energy by at most eighteen active steps per owner replica, using exact tensor-isomorphic whole-family helper unitaries. Add the full group-indexed physical-stock sup-to-l2 factor and one partial-cover margin, then the maximum local scalar/Horner prefix." + ] + ] + }, + { + "after_sha256": "e051aaa166e01263780d5ae03699690670b597fed6593af4c37a7e978825eb85", + "before_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "path": "independent_core.py", + "replacements": [ + [ + " prefix = localbits + (M + 1) // 2 + len(c['order']) + c['bridges'] + 4", + " bn=c['blocknorm']\n require(bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['max_active_depth']==18 and bn['stock_l2_bits']<=1330, 'independent tensor block certificate')\n prefix = localbits + (M + 1) // 2 + bn['max_active_depth'] + bn['stock_l2_bits'] + 1 + 4" + ], + [ + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], margin=4)", + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], active_block_depth=18,stock_l2=bn['stock_l2_bits'],partial_cover=1,margin=4),blocknorm=bn" + ] + ] + }, + { + "after_sha256": "393323f150d0bb686419804d51cf43d0f58450d2a1e7929725acdd26fdbb3640", + "before_sha256": "2286f00e462ff28abbb3f396095463482a1e063213b9526a7225275980c77eaf", + "path": "audit_mixed.py", + "replacements": [ + [ + "pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)", + "import blocknorm_certificate as BN;ctx['blocknorm']=BN.certify_context(ctx,roles,dirs,source_parent=parent);pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)" + ] + ] + }, + { + "after_sha256": "0542dde915af8902324db2f59136da078d5256bfaa8f1510f3e59336be7e2680", + "before_sha256": "f25e1e870df5d5a16a1e367b3df8843cb01644ab4b75895d7939af81e4fcb833", + "path": "code/assemble.py", + "replacements": [ + [ + " assert invoice['global_prefix_bits']==max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())+37+CALLS+CALLS+4", + " bn=invoice['blocknorm']\n assert bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['replicas']==REPLICAS\n assert bn['max_active_depth']==bn['boundary_depth_bits']==18 and bn['active_calls_per_block']==bn['bridges_per_block']==9\n assert bn['block_width_families']==896 and bn['physical_families']==invoice['physical'] and bn['live_families']==invoice['live']\n assert bn['partial_cover_bits']==1 and bn['input_l2_bits']==37 and bn['local_reserve_bits']==128 and bn['retained_payload_bits']==PAYLOAD\n localbits=max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())\n assert bn['local_actual_prefix_bits']==localbits and localbits<=128\n assert invoice['global_prefix_bits']==bn['actual_prefix_bits']==localbits+37+18+bn['stock_l2_bits']+1+4\n assert bn['required_reserve_bits']==128+37+18+bn['stock_l2_bits']+1+40\nassert m==73 and W==896*T and W==BJ['live']" + ] + ] + }, + { + "after_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "before_sha256": "08ca58abff11bdfba721dc56ab8acf06ec1b7c48a8699a0955cf35324680aca7", + "path": "code/witness.py", + "replacements": [ + [ + " with open(os.environ['WITNESS_RECORD'],'a')as f:f.write(json.dumps([key,got],default=str)+chr(10))", + " import time as _wr_time\n _wr_path=Path(os.environ['WITNESS_RECORD'])\n _wr_lock=_wr_path.with_name(_wr_path.name+'.append.lock')\n _wr_deadline=_wr_time.monotonic()+60\n _wr_fd=None\n while _wr_fd is None:\n try:_wr_fd=os.open(_wr_lock,os.O_CREAT|os.O_EXCL|os.O_WRONLY)\n except FileExistsError:\n if _wr_time.monotonic()>=_wr_deadline:raise TimeoutError('discovery record lock timeout; existing lock preserved')\n _wr_time.sleep(.005)\n try:\n with _wr_path.open('a',encoding='utf-8',newline='\\n')as _wr_out:\n _wr_out.write(json.dumps([key,got],default=str)+chr(10))\n _wr_out.flush()\n finally:\n os.close(_wr_fd)\n _wr_lock.unlink()" + ] + ] + }, + { + "after_sha256": "680b6de474a8226777c5a17191470b21cd5cc524cc22921d12dff6cef25c43ee", + "before_sha256": "b0d5f4217b4699c37609dc7c3633d570acbccd205840777d38f891846b4b918c", + "path": "verify.py", + "replacements": [ + [ + "run('lift-parent',P/'lift_parent.py','--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')", + "run('lift-parent',P/'lift_parent.py','--package',P,'--owners',work/'rebuilt-owners','--out',work/'rebuilt-parent')" + ] + ] + }, + { + "after_sha256": "0d8cc021d2401d047aaec79060ec2ea28ba06f12eca8dbf4c60c78bb31975c4e", + "before_sha256": "ebaf637f1f818dac9c0fce0ee3f18df300873105818cea29a8ae9e8b737b5c7d", + "path": "code/witness.py", + "replacements": [ + [ + "PAYLOAD==1<<(192+(GEO['dimension']+1)//2+2*CALLS+4).bit_length()", + "PAYLOAD==1<<(128+(GEO['dimension']+1)//2+18+1330+1+4).bit_length()" + ] + ] + }, + { + "after_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "before_sha256": "bb213d0af12218ff7c9c572717e522d8bbeeb2856b87a253f4a7f44e0fd71f15", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " required_prefix=localbits+input_l2_bits+call_count+bridge_sweeps+4", + " from blocknorm_certificate import certify\n blocknorm=certify(template, {pid:base/'providers'/pid for pid in template['local_providers']})\n assert blocknorm['status'] == 'PASS_TENSOR_BLOCK_NORM_CERTIFICATE'\n assert localbits <= 128, 'actual native scalar/Horner prefix exceeds charged local reserve'\n required_prefix=localbits+input_l2_bits+blocknorm['max_active_depth']+blocknorm['stock_l2_bits']+1+4" + ] + ] + }, + { + "after_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "before_sha256": "02502a217fe8c9e10229075b50745518beac512c48db20e64c3e06514a4da5b5", + "path": "independent_core.py", + "replacements": [ + [ + " payload = 1 << (192 + (M+1)//2 + 2*len(c['order']) + 4).bit_length()", + " require(localbits <= 128, 'measured native prefix exceeds local reserve')\n payload = 1 << (128 + (M+1)//2 + 18 + 1330 + 1 + 4).bit_length()" + ] + ] + }, + { + "after_sha256": "d598a2ac1e2e8eaee14a8c285e0277a7ae44ca6a15bd2b5cfc67fb40844fb387", + "before_sha256": "c5106e0d7a97382677fa228fbade989262347968a0e54acfcf6712aa37e02f47", + "path": "code/invoice_allcold.py", + "replacements": [ + [ + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,", + " complete_invocation_sweeps=call_count,bridge_sweeps=bridge_sweeps,row_prefix_extra=2*payload,blocknorm=blocknorm," + ], + [ + " primitive_arithmetic_margin_bits=4,controller_audit_sha256=", + " tensor_block_norm=blocknorm,partial_cover_margin_bits=1,physical_stock_l2_bits=blocknorm['stock_l2_bits'],primitive_arithmetic_margin_bits=4,controller_audit_sha256=" + ], + [ + "Sum every actual invocation and bridge sweep and take the maximum local scalar/Horner prefix over both orientations of the fixed provider.", + "All invocations and bridge sweeps remain charged. Bound completed-boundary energy by at most eighteen active steps per owner replica, using exact tensor-isomorphic whole-family helper unitaries. Add the full group-indexed physical-stock sup-to-l2 factor and one partial-cover margin, then the maximum local scalar/Horner prefix." + ] + ] + }, + { + "after_sha256": "e051aaa166e01263780d5ae03699690670b597fed6593af4c37a7e978825eb85", + "before_sha256": "0d522b09c7fe6a5e62fe80c28f3eefe733557a82d77c6212e5d4b91ffb7e3421", + "path": "independent_core.py", + "replacements": [ + [ + " prefix = localbits + (M + 1) // 2 + len(c['order']) + c['bridges'] + 4", + " bn=c['blocknorm']\n require(bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['max_active_depth']==18 and bn['stock_l2_bits']<=1330, 'independent tensor block certificate')\n prefix = localbits + (M + 1) // 2 + bn['max_active_depth'] + bn['stock_l2_bits'] + 1 + 4" + ], + [ + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], margin=4)", + "prefix_formula=dict(local_scalar=localbits, input_l2=(M + 1) // 2, invocations=len(c['order']), bridges=c['bridges'], active_block_depth=18,stock_l2=bn['stock_l2_bits'],partial_cover=1,margin=4),blocknorm=bn" + ] + ] + }, + { + "after_sha256": "393323f150d0bb686419804d51cf43d0f58450d2a1e7929725acdd26fdbb3640", + "before_sha256": "2286f00e462ff28abbb3f396095463482a1e063213b9526a7225275980c77eaf", + "path": "audit_mixed.py", + "replacements": [ + [ + "pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)", + "import blocknorm_certificate as BN;ctx['blocknorm']=BN.certify_context(ctx,roles,dirs,source_parent=parent);pending=A.check_pending_axes(ctx);receipt=A.check_roles(ctx,roles)" + ] + ] + }, + { + "after_sha256": "0542dde915af8902324db2f59136da078d5256bfaa8f1510f3e59336be7e2680", + "before_sha256": "f25e1e870df5d5a16a1e367b3df8843cb01644ab4b75895d7939af81e4fcb833", + "path": "code/assemble.py", + "replacements": [ + [ + " assert invoice['global_prefix_bits']==max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())+37+CALLS+CALLS+4", + " bn=invoice['blocknorm']\n assert bn['status']=='PASS_TENSOR_BLOCK_NORM_CERTIFICATE' and bn['replicas']==REPLICAS\n assert bn['max_active_depth']==bn['boundary_depth_bits']==18 and bn['active_calls_per_block']==bn['bridges_per_block']==9\n assert bn['block_width_families']==896 and bn['physical_families']==invoice['physical'] and bn['live_families']==invoice['live']\n assert bn['partial_cover_bits']==1 and bn['input_l2_bits']==37 and bn['local_reserve_bits']==128 and bn['retained_payload_bits']==PAYLOAD\n localbits=max(z['prefix_bits']for p in invoice['providers'].values()for z in p['local'].values())\n assert bn['local_actual_prefix_bits']==localbits and localbits<=128\n assert invoice['global_prefix_bits']==bn['actual_prefix_bits']==localbits+37+18+bn['stock_l2_bits']+1+4\n assert bn['required_reserve_bits']==128+37+18+bn['stock_l2_bits']+1+4 (shared rank-7 end frame W, helpers lowered to W) +GROUPS = {'V45': ([256, 128, 64, 35, 16, 11, 5], [249, 251, 265, 267]), # = E_7 n E_42 n E_45 (PR2942's pivots, 8 -> 7) + 'A': ([256, 128, 64, 38, 20, 10, 1], [331, 450, 451, 508, 509]), # inside E_30; 331 (PR2917) 8 -> 7, entering helpers 7 -> 6 + 'B': ([256, 128, 64, 34, 17, 11, 4], [299, 448, 449, 484, 485]), # inside E_51; 299 (PR2917) 8 -> 7, entering helpers 7 -> 6 + 'C': ([256, 128, 64, 32, 19, 11, 6], [452, 453, 532, 533]), # entering helpers 7 -> 6 + 'D': ([256, 128, 64, 37, 21, 8, 3], [454, 455, 556, 557])} # entering helpers 7 -> 6 +STAGE1_PROFILE = {'1': 2430, '2': 722, '3': 236, '4': 102, '5': 18, '8': 8} +STAGE1_INVENTORY = {'4': 26, '5': 2, '6': 16, '7': 52, '8': 94, '9': 218} +STAGE1_ALLOWED = {'B', 'restore', 'helper_final', 'report'} +# stage 2 +HELPERS = (226, 228, 230, 363, 395) +NORMALS = (42, 42, 42, 7, 7) +STAGE2_PROFILE = {'1': 2449, '2': 710, '3': 236, '4': 102, '5': 18, '8': 8} +STAGE2_ALLOWED = {'A', 'restore', 'helper_final', 'compensation', 'report', 'cleanup'} +# stage 3 (PR2957, Jeremy Kothe) +REWRITES = ('5997', '6000', '6004', '6008', '3779', '1564', '1569', '4604', '4630', + 'swap3749', 'swap3755', 'swap3761', 'swap3767', 'swap3773') +STAGE3_ALLOWED = {'A', 'B', 'restore', 'warps', 'report', 'cleanup'} +PROFILE = {'1': 2445, '2': 706, '3': 232, '4': 108, '5': 18, '8': 8} +INVENTORY = {'4': 26, '5': 2, '6': 16, '7': 52, '8': 99, '9': 213} +BUFFERS = 91 + + +def hyperplane(normal): + """Canonical basis of the rank-8 hyperplane E_n of F_2^9 with the given nonzero normal.""" + pm.require(0 < normal < 512, 'nonzero nine-bit normal') + return list(pm.basis([x for x in range(1, 512) if (x & normal).bit_count() % 2 == 0])) + + +def inside(small, big): + """span(small) is a subspace of span(big) (both given by any spanning lists).""" + return pm.basis(list(big) + list(small)) == pm.basis(list(big)) + + +def roles(g): + return g[1:3] if g[0] == 'add' else g[1:2] + + +def rereport(x): + profile, inventory = pm.frame_report(x) + x['report']['local_profile'], x['report']['width_inventory'] = profile, inventory + return x + + +def recleanup(x): + z = copy.deepcopy(x) + z['A'] = z['A'][z['prelude_events']:] + return pm.derive_cleanup(z, set(map(int, x['helper_final']))) + + +def lowered_fit(word, groups=GROUPS): + """Stage-1 validity: every gate touching a lowered helper lies in that helper's lowered end frame.""" + bad = [] + for _, (W, hs) in groups.items(): + for h in hs: + for sec in ('A', 'B', 'restore'): + for i, g in enumerate(word[sec]): + if g[0] in ('add', 'scale') and h in roles(g) and not inside(g[-1], W): + bad.append((h, sec, i)) + return bad + + +def lower_end_frames(word, record): + """Stage 1: the declared joint end-frame lowering (frame-only).""" + pm.require({k: [list(W), list(hs)] for k, (W, hs) in GROUPS.items()} == record['groups'], 'declared groups') + lowered = {} + for _, (W, hs) in GROUPS.items(): + pm.require(list(pm.basis(W)) == W and len(W) == 7, 'canonical rank-7 group subspace') + for h in hs: + lowered[str(h)] = W + pm.require(set(record['helper_final_changes']) == set(lowered), 'exactly the grouped helpers are lowered') + x = copy.deepcopy(word) + for h, change in record['helper_final_changes'].items(): + old, new = word['helper_final'][h], change['new'] + pm.require(change['old'] == old and new == lowered[h], 'exact end-frame preimage and group subspace') + pm.require(inside(new, old) and len(new) == len(old) - 1, 'lowered end frame is a hyperplane of the old end frame') + x['helper_final'][h] = list(new) + seen = set() + for e in record['frame_edits']: + section, index = e['section'], e['index'] + pm.require(section in ('A', 'B', 'restore') and (section, index) not in seen and 0 <= index < len(x[section]) and + (section != 'A' or index >= x['prelude_events']), 'unique declared non-prelude gate frame edit') + seen.add((section, index)) + g = x[section][index] + pm.require(g[0] in ('add', 'scale') and g[:-1] == e['gate'] and g[-1] == e['old_frame'], 'exact gate frame preimage') + pm.require(list(pm.basis(e['new_frame'])) == e['new_frame'] and inside(e['new_frame'], e['old_frame']) and + len(e['new_frame']) == len(pm.basis(e['old_frame'])) - 1, 'canonical frame lowered by one dimension') + g[-1] = list(e['new_frame']) + pm.require(not lowered_fit(x), 'every gate touching a lowered helper fits its lowered end frame') + rereport(x) + pm.require(recleanup(x) == word['cleanup'], 'the cleanup contract is unchanged (frames do not enter it)') + pm.require({k for k in word if word[k] != x[k]} == STAGE1_ALLOWED, 'stage 1 changes frames, end frames and the report only') + pm.require(all(a[:-1] == b[:-1] for s in ('A', 'B', 'restore') for a, b in zip(word[s], x[s])), 'no gate or scalar changes') + pm.require(x['report']['local_profile'] == STAGE1_PROFILE == record['declared_local_profile'] and + x['report']['width_inventory'] == STAGE1_INVENTORY == record['declared_width_inventory'], 'declared joint stage-1 invoice') + return x + + +def apply_stage(word, transform): + """Stage 2, one step: PR2917's paired composition rule with the step's declared frame changes.""" + h, k = transform['helper'], transform['step'] + before, after = transform['before'], transform['after'] + pm.require(1 <= k <= len(HELPERS) and HELPERS[k - 1] == h and NORMALS[k - 1] == transform['normal'], 'declared step') + pm.require(str(h) not in word['helper_final'] and str(h) not in word['start_extra'], 'fresh zero-entrance helper') + protected = set(map(int, word['helper_final'])) | set(map(int, word['start_extra'])) + protected |= {c['source'] for c in word['initial_corrections']} + for g in before: + pm.require(g[0] in ('add', 'scale') and g[-1] == [], 'scalar zero-frame input change') + pm.require(all(224 <= r < 704 and r not in protected and r not in word['removed'] for r in roles(g)), 'unprotected live helpers only') + frame = hyperplane(transform['normal']) + pm.require(len(after) > 0 and all(g[0] in ('add', 'scale') and g[-1] == frame for g in after), 'common terminal hyperplane E_n') + x = copy.deepcopy(word) + n = x['prelude_events'] + x['A'] = x['A'][:n] + copy.deepcopy(before) + x['A'][n:] + x['restore'] += copy.deepcopy(after) + x['helper_final'][str(h)] = list(frame) + C = collections.defaultdict(dict) + for g in x['compensation']: + C[g[2]][g[1]] = C[g[2]].get(g[1], Q(0)) + Q(g[3], g[4]) + # Right multiplication C*S uses the reverse order of the literal input gates. + for g in reversed(before): + if g[0] == 'scale': + C[g[1]] = {t: a * Q(g[2], g[3]) for t, a in C[g[1]].items()} + else: + t, s = g[1:3] + for target, a in C[t].items(): + C[s][target] = C[s].get(target, Q(0)) + Q(g[3], g[4]) * a + x['compensation'] = [['add', t, r, a.numerator, a.denominator, []] + for r, col in sorted(C.items()) for t, a in sorted(col.items()) if a] + pm.require(not any(g[2] == h for g in x['compensation']), 'new cold column has no compensation (C v = 0)') + seen = set() + for e in transform['frame_changes']: # addressed in the child word + section, index = e['section'], e['index'] + pm.require(section in ('A', 'B', 'restore') and (section, index) not in seen and 0 <= index < len(x[section]) and + (section != 'A' or index >= n), 'unique declared frame change') + seen.add((section, index)) + g = x[section][index] + pm.require(g[0] in ('add', 'scale') and g[:-1] == e['gate'] and g[-1] == e['old_frame'], 'exact frame change preimage') + pm.require(list(pm.basis(e['new_frame'])) == e['new_frame'] and not 112 <= g[1] < 224, 'canonical nontarget frame') + g[-1] = list(e['new_frame']) + rereport(x) + x['cleanup'] = recleanup(x) + pm.require({k_ for k_ in word if word[k_] != x[k_]} == STAGE2_ALLOWED, 'exact stage-2 changed sections') + return x + + +def apply_rewrites(word, rewrites): + """Stage 3: PR2957's fourteen declared rewrites by PR2957's own applier, re-derivations compared.""" + pm.require(tuple(r['id'] for r in rewrites) == REWRITES, 'the fourteen declared PR2957 rewrites, in order') + pm.require({r['cls'] for r in rewrites} == set(dr.CLASSES), 'all five PR2957 rewrite classes') + x, ledger = dr.apply(word, rewrites, check_declared=False) + pm.require(ledger['rewrites'] == list(REWRITES), 'applier ledger') + profile, inventory = pm.frame_report(x) + pm.require((profile, inventory) == (x['report']['local_profile'], x['report']['width_inventory']), 'report re-derived') + pm.require(x['cleanup'] == recleanup(x), 'cleanup re-derived with the 91 restored endpoints') + pm.require(inventory == word['report']['width_inventory'], 'rewrites keep every helper width') + pm.require({k for k in word if word[k] != x[k]} <= STAGE3_ALLOWED, 'exact stage-3 changed sections') + pm.require([w[1:] for w in x['warps']] == [w[1:] for w in word['warps']], 'warps: only their B positions move') + return x, ledger + + +def stages(parent, record, transforms, rewrites): + """All intermediate words: [stage 1, stage-2 step 1..5, stage 3].""" + pm.require(len(parent['helper_final']) == PARENT_BUFFERS, 'PR2942 cold endpoint count') + pm.require(parent['report']['local_profile'] == PARENT_PROFILE and + parent['report']['width_inventory'] == PARENT_INVENTORY, 'PR2942 local profile and inventory') + pm.require(tuple(t['helper'] for t in transforms) == HELPERS and [t['step'] for t in transforms] == [1, 2, 3, 4, 5], 'declared stage-2 order') + words = [lower_end_frames(parent, record)] + for t in transforms: + words.append(apply_stage(words[-1], t)) + pm.require(words[-1]['report']['local_profile'] == STAGE2_PROFILE and words[-1]['report']['width_inventory'] == INVENTORY, 'stage-2 invoice') + words.append(apply_rewrites(words[-1], rewrites)[0]) + return words + + +def apply(parent, record, transforms, rewrites): + x = stages(parent, record, transforms, rewrites)[-1] + lowered = {str(h): W for W, hs in GROUPS.values() for h in hs} + pm.require(all(x['helper_final'].get(h) == lowered.get(h, U) for h, U in parent['helper_final'].items()), + 'inherited endpoints retained, the 22 grouped ones lowered to their group subspace') + pm.require(len(x['helper_final']) == BUFFERS, 'all five added buffers charged') + pm.require(x['report']['local_profile'] == PROFILE and x['report']['width_inventory'] == INVENTORY, 'complete local profile and inventory') + return x diff --git a/research/rank7-restore-carrier-skips/reproduce.py b/research/rank7-restore-carrier-skips/reproduce.py new file mode 100644 index 0000000000..f49d6a450c --- /dev/null +++ b/research/rank7-restore-carrier-skips/reproduce.py @@ -0,0 +1,197 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +"""Exact Git exports, PR2917's declared source stages, the rank7-joint-endframes overlay, fresh native chains and complete +admission of this package's three-stage words (PR2942's words + joint rank-7 end frames + five paired extractions + +PR2957's fourteen declared rewrites) with a new literal T74 allocation, against Dugongue's PR2969 headline. + +The recipe is our PR2942 reproduce.py (itself PR2917's reproduce.py by Mason Hale, with PR2908's stage/native/release +mechanisms by Jeremy Diviney and the credited upstream lineage, as generalized by PR2930), with these changes: +(1) after PR2917's paired-extension stage, tools/build_overlay.py appends the stage 'rank7-joint-endframes' to PR2917's +derived source: the exact edit spec PR2917 word -> this package's word (tools/wordedit.py, cleanup re-derived), replayed +by the source's own rebuild chain with guards for lowered endpoints and moved warp positions, so every previous state +stays in the audit chain; (2) the closed adapters are derived for 91 private buffers and six width classes with the PR2917, +PR2966 and PR2969 headlines as pinned comparators (tools/derive_adapters.py); (3) the admission uses this package's +allocation/ and compares against PR2969. PR2942 (parent words), PR2957 (rewrite applier), PR2966 and PR2969 (comparators) +are exported from their exact commits and checked byte for byte. No network fetch is performed: the commits below must be +present in --repo (see README). Fresh retained bootstrap is the default; --retained explicitly reuses a completely +authenticated cache. Marius-Paul Dumitrean, with substantial AI assistance (Claude Code). +""" +import argparse, hashlib, io, json, os, shutil, subprocess, sys, tarfile, time +from fractions import Fraction as Q +from pathlib import Path, PurePosixPath + +P = Path(__file__).resolve().parent +PR2908 = ('51309592971e3b5be935599eed2a95404dc7781e', 'research/two-sided-helper-extraction', + '9dba3fe371602ec023a54e26c0fd66f69eb7a74be86aab89923529083c14b36f') +PR2917 = ('224bd5e56041c40078ff6b5fa7393733a215de5c', 'research/paired-helper-extension', + '55c46ddf2e3edc87dfe1ba3320947466d36980d457eb37f6cd6fba341dae0192') +PR2942 = ('a027b0f6fdb0ab2b42ba10fc31b53960166bf2bf', 'research/paired-extension-normal45', + '23bd270f440c4c7ad0d106990ae391e1af799a61ef3601d00e27f1824ae8ba69') +PR2957 = ('b74b25f3ccc84c16e1a801d73b2f47e5ea764c78', 'research/paired-extension-cap-fill-swaps', + '9cd226a2bf7391e7fbf4a23741bb1934afafbd596aef06f2999a935cd6e44e28') +PR2966 = ('e62d3eb9005117d82a9babcfa937ecc53237c490', 'research/paired-extension-normal45-rewrites', + '9e410c244efb370e20a5f9dc366550e11bcb14ebcecf8f2cb850512e82573914') +PR2969 = ('e2ca469b08385d3d5e29a918d66dbefaf889e9f3', 'research/paired-swap-normal45', + '797c55c560dec5b5a657296f49d918fc5db708b7bed3eba046b3358b1666e55b') +PR2917_SOURCE = '98d57c82a1c7318be3c330c3b66897844d57232f0aaeaea88fb4bebd0a1bedf1' # PR2917 derived source, 632 files +# PR2917's derived source plus the stage rank7-joint-endframes (637 files), deterministic from this package +OVERLAY_SOURCE = '751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80' +# PR2979's overlay plus the stage declared-edit-list (tools/build_edits.py), deterministic from this package +EDIT_SOURCE = '130650ad8833f6df88528c560e4d1cfbae084f4b15a64788a332ddcaff472a17' +STAGE, PROFILE, COMMIT = 'rank7-joint-endframes', 'rank7-joint-endframes', 'rank7-joint-endframes-pr2917' + +def sha(p): + return hashlib.sha256(p.read_bytes()).hexdigest() + +def read(p): + return json.loads(p.read_bytes()) + +def save(p, value): + p.write_text(json.dumps(value, indent=2, sort_keys=True) + '\n') + +def tree(p): + assert not any(f.is_symlink() for f in p.rglob('*')) + return {f.relative_to(p).as_posix(): sha(f) for f in p.rglob('*') if f.is_file() and f != p / 'MANIFEST.json'} + +def export(repo, head, package, manifest, out): + prefix = PurePosixPath(package) + raw = subprocess.run(['git', '-C', str(repo), 'archive', '--format=tar', head, str(prefix)], + check=True, capture_output=True).stdout + out.mkdir() + with tarfile.open(fileobj=io.BytesIO(raw), mode='r:') as archive: + for member in archive.getmembers(): + path = PurePosixPath(member.name) + assert not path.is_absolute() and '..' not in path.parts and '\\' not in member.name + if member.isdir() and (path == prefix or path in prefix.parents): + continue + assert path.is_relative_to(prefix) and (member.isfile() or member.isdir()) + dest = out / path.relative_to(prefix) + if member.isdir(): + dest.mkdir(parents=True, exist_ok=True) + else: + dest.parent.mkdir(parents=True, exist_ok=True) + dest.write_bytes(archive.extractfile(member).read()) + assert sha(out / 'MANIFEST.json') == manifest, 'exact exported package manifest ' + package + assert tree(out) == read(out / 'MANIFEST.json'), 'complete exported inventory ' + package + +def main(): + ap = argparse.ArgumentParser(description=__doc__) + for name in ('repo', 'work'): + ap.add_argument('--' + name, type=Path, required=True) + ap.add_argument('--retained', type=Path) + ap.add_argument('--jobs', type=int, default=1, choices=(1, 2, 3)) + ap.add_argument('--dry-run', action='store_true') + args = ap.parse_args() + if not __debug__: + raise SystemExit('refusing python -O: the inherited validators rely on assertions') + work, repo = args.work.resolve(), args.repo.resolve() + assert not work.exists() and not work.is_relative_to(P) and not P.is_relative_to(work) + pins = read(P / 'MANIFEST.json') + assert tree(P) == pins, 'complete public package inventory' + work.mkdir(parents=True) + parent, extension, normal45, swaps, rewrites, frontier = [work / n for n in ('pr2908', 'pr2917', 'pr2942', 'pr2957', 'pr2966', 'pr2969')] + for spec, out in ((PR2908, parent), (PR2917, extension), (PR2942, normal45), (PR2957, swaps), (PR2966, rewrites), (PR2969, frontier)): + export(repo, *spec, out) + for tag in ('base', 'extra'): + assert sha(P / f'data/PARENT-{tag}.json.gz') == sha(normal45 / f'data/WORD-{tag}.json.gz'), 'parents are PR2942s words' + for name in ('structure.py', 'vendor/audit_local.py', 'vendor/preload_move.py'): + assert sha(P / name) == sha(extension / name), 'vendored byte-identical from PR2917: ' + name + assert sha(P / 'vendor/declared_rewrites.py') == sha(swaps / 'rewrite/declared_rewrites.py'), 'PR2957 applier byte-identical' + assert sha(P / 'allocation/baseline/CLAIM.json') == sha(frontier / 'CLAIM.json'), 'moment baseline is PR2969s headline' + for name in ('ORDER.json', 'PROFILE.json'): + assert sha(P / 'allocation/baseline' / name) == sha(frontier / 'allocation' / name), 'PR2969 baseline ' + name + for name, src in (('PR2942', normal45), ('PR2957', swaps), ('PR2966', rewrites)): + assert sha(P / f'comparators/{name}-CLAIM.json') == sha(src / 'CLAIM.json'), 'comparator ' + name + words = work / 'candidate-words' + words.mkdir() + for tag in ('base', 'extra'): + shutil.copy2(P / f'data/WORD-{tag}.json.gz', words / f'WORD-{tag}.json.gz') + upstream = work / 'parent-export/pr2894' + core = upstream / 'vendor/pr2857' + source = work / 'pr2833' + four, preload, channel, final, overlay, edited = [work / n for n in ('source4', 'source-pm', 'source2908', 'source', 'source-rank7', 'source-edits')] + native, candidate, adapters = [work / n for n in ('native', 'candidate', 'adapters')] + retained = args.retained.resolve() if args.retained else work / 'retained' + if args.retained: + assert not retained.is_relative_to(work) and not work.is_relative_to(retained) + py = [sys.executable, '-B'] + recipe = [ + ('export-pr2894', py + [parent / 'reproduce.py', '--repo', repo, '--work', work / 'parent-export', '--dry-run']), + ('export-pr2833', py + [upstream / 'tools/materialize_source.py', '--repo', repo, '--out', source]), + ] + if not args.retained: + recipe.append(('fresh-retained-bootstrap', py + [upstream / 'tools/prepare_retained.py', '--source', source, '--out', retained, '--jobs', '1'])) + recipe += [ + ('four-kernel-stage', py + [core / 'build_overlay.py', '--source', source, '--generator', core / 'shared_kernel.py', '--review', core / 'review_four_groups.py', '--candidate-dir', core / 'words', '--out', four]), + ('preload-stage', py + [upstream / 'vendor/pm/build_pm_overlay.py', '--overlay', four, '--pm-dir', upstream / 'vendor/pm', '--out', preload]), + ('parent-paired-stage', py + [parent / 'tools/build_channel_overlay.py', '--source', preload, '--local-package', parent, '--out', channel]), + ('paired-extension-stage', py + [extension / 'tools/build_extension.py', '--source', channel, '--local-package', extension, '--out', final]), + ('rank7-overlay-stage', py + [P / 'tools/build_overlay.py', '--source', final, '--candidate-dir', words, '--out', overlay, '--stage-name', STAGE]), + ('declared-edit-stage', py + [P / 'tools/build_edits.py', '--source', overlay, '--local-package', P, '--out', edited]), + ('derive-closed-adapters', py + [P / 'tools/derive_adapters.py', '--parent-package', parent, '--source', edited, '--retained-receipt', retained / 'NATIVE-RECEIPT.json', '--out', adapters, + '--buffers', '91', '--source-commit', COMMIT, '--source-profile', PROFILE, '--upstream-head', PR2917[0], + '--comparison', 'pr2917=' + str(extension / 'CLAIM.json'), '--comparison', 'pr2966=' + str(rewrites / 'CLAIM.json'), + '--comparison', 'pr2969=' + str(frontier / 'CLAIM.json')]), + ('fresh-current-native', py + [adapters / 'prepare_extension_native.py', '--source', edited, '--retained-cache', retained / 'native-cache', '--retained-receipt', retained / 'NATIVE-RECEIPT.json', '--out', native, '--jobs', str(min(2, args.jobs))]), + ('complete-admission', py + [adapters / 'admit_extension.py', '--source', edited, '--fill', P / 'allocation/FILL.json.gz', '--order', P / 'allocation/ORDER.json', '--dispatch', P / 'allocation/DISPATCH.json', + '--native-cache', native / 'native-cache', '--native-receipt', native / 'NATIVE-RECEIPT.json', '--work', candidate, '--replica-helper-dir', core / 'vendor/pr2839', + '--reconstructor', core / 'vendor/pr2839/reconstruct_replica.py', '--blocknorm-checker', adapters / 'extension_blocknorm.py', + '--comparison-claim', frontier / 'CLAIM.json', '--source-profile', PROFILE, '--comparison-profile', 'pr2969', '--jobs', str(args.jobs)]), + ] + if args.dry_run: + save(work / 'PREFLIGHT.json', {'status': 'EXACT_EXPORTS_AND_RECIPE_ONLY_NOT_A_REPLAY', 'commands': [[n, list(map(str, c))] for n, c in recipe]}) + print('PASS_PINNED_PR2908_PR2917_PR2942_PR2957_PR2966_PR2969_EXPORT_RECIPE_ONLY') + return + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONPYCACHEPREFIX=str(work / 'bytecode'), + OPENBLAS_NUM_THREADS='1', OMP_NUM_THREADS='1', PYTHONINTMAXSTRDIGITS='0') + for name in ('PYTHONOPTIMIZE', 'PYTHONPATH', 'WITNESS_SPEC', 'WITNESS_RECORD', 'WITNESS_DISCOVER'): + env.pop(name, None) + # Windows: text-mode writes would turn the overlay's LF files into CRLF; the stage builders must write LF. + adapter = work / 'process-lf-adapter' + adapter.mkdir() + (adapter / 'sitecustomize.py').write_text("from pathlib import Path\n_w = Path.write_text\ndef _t(self, data, encoding=None, errors=None, newline=None):\n return _w(self, data, encoding=encoding, errors=errors, newline='\\n' if newline is None else newline)\nPath.write_text = _t\n", encoding='utf-8', newline='\n') + env['PYTHONPATH'] = str(adapter) + stages = [] + for name, command in recipe: + if name == 'rank7-overlay-stage': + assert sha(final / 'MANIFEST.json') == PR2917_SOURCE, 'derived source equals PR2917s' + log, start = work / (name + '.log'), time.monotonic() + with log.open('w') as stream: + result = subprocess.run(list(map(str, command)), env=env, cwd=work, stdin=subprocess.DEVNULL, + stdout=stream, stderr=subprocess.STDOUT) + stages.append({'stage': name, 'exit_code': result.returncode, 'seconds': time.monotonic() - start, 'log_sha256': sha(log)}) + save(work / 'STAGES.json', stages) + assert result.returncode == 0, 'failed ' + name + '; see ' + str(log) + if name == 'rank7-overlay-stage': + derivation = read(work / 'source-rank7-DERIVATION.json') + assert derivation['stage'] == STAGE and derivation['buffers'] == 91 and derivation['upstream_manifest_sha256'] == PR2917_SOURCE + assert sha(overlay / 'MANIFEST.json') == derivation['derived_manifest_sha256'] == OVERLAY_SOURCE, 'derived rank-7 overlay' + if name == 'declared-edit-stage': + derivation = read(work / 'source-edits-DERIVATION.json') + assert derivation['parent_manifest_sha256'] == OVERLAY_SOURCE + assert sha(edited / 'MANIFEST.json') == derivation['manifest_sha256'] == EDIT_SOURCE, 'derived declared-edit source' + print('PASS', name, flush=True) + admission = read(candidate / 'RESULT.json') + receipt = read(candidate / 'release/RELEASE-RECEIPT.json') + claim = read(P / 'CLAIM.json') + assert admission['status'] == 'PASS_REPLICA_ORDER_FILL_DERIVATIVE_COMPLETE_RELEASE' + assert receipt['status'] == 'PASS_RELEASE' + assert Q(admission['kappa']) == Q(receipt['kappa_decimal']) == Q(claim['kappa']) + assert Q(admission['comparison_kappa']) == Q(read(frontier / 'CLAIM.json')['kappa']) == Q(claim['baseline_kappa']) < Q(admission['kappa']) + assert admission['release_receipt_sha256'] == sha(candidate / 'release/RELEASE-RECEIPT.json') + assert admission['package_manifest_sha256'] == receipt['manifest_sha256'] + assert admission['source_manifest_sha256'] == EDIT_SOURCE + assert admission['fill_sha256'] == sha(P / 'allocation/FILL.json.gz') + assert tree(P) == pins and all(tree(x) == read(x / 'MANIFEST.json') for x in (parent, extension, normal45, swaps, rewrites, frontier)) + save(work / 'RESULT.json', {'status': 'PASS_RANK7_EDITS_COMPLETE_REPLAY', 'kappa': admission['kappa'], 'gain': admission['gain'], + 'comparison_pr': 2969, 'pr2917_source_manifest_sha256': sha(final / 'MANIFEST.json'), + 'rank7_source_manifest_sha256': sha(overlay / 'MANIFEST.json'), + 'source_manifest_sha256': sha(edited / 'MANIFEST.json'), + 'native_receipt_sha256': sha(native / 'NATIVE-RECEIPT.json'), + 'admission_result_sha256': sha(candidate / 'RESULT.json'), + 'explicit_retained_reuse': bool(args.retained), 'fresh_retained_bootstrap': not bool(args.retained), + 'stages': stages, 'scope': 'Conditional finite supplier/outer result; inherited all-size theorem obligations remain.'}) + print('PASS_RANK7_EDITS_COMPLETE_REPLAY', admission['kappa'], flush=True) + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/run_registered.py b/research/rank7-restore-carrier-skips/run_registered.py new file mode 100644 index 0000000000..f23ed63b31 --- /dev/null +++ b/research/rank7-restore-carrier-skips/run_registered.py @@ -0,0 +1,124 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +"""Bounded registered check: package pins; the exact local replay of the three declared stages (verify.py); literal owners, +private stock, controls and exact moment against PR2969 (check_allocation.py); the Fractions-only cap certificates of every +stage, the literal gap and the exact comparisons (check_cap.py); and binding of the stored complete native/admission/release +receipts to the exact words, overlay, allocation and claim. It does not rerun the native or integrated outer replay +(reproduce.py does). Structure adapted from Mason Hale's PR2917 run_registered.py via our PR2942 version. Marius-Paul +Dumitrean, with substantial AI assistance (Claude Code). +""" +import hashlib, json, os, subprocess, sys, tempfile +from fractions import Fraction as Q +from pathlib import Path + +P = Path(__file__).resolve().parent +PR2969_HEAD = 'e2ca469b08385d3d5e29a918d66dbefaf889e9f3' +PR2917_DERIVED_SOURCE = '98d57c82a1c7318be3c330c3b66897844d57232f0aaeaea88fb4bebd0a1bedf1' +PR2917_WORDS = {'base': 'fec3c120db1a35022944628d34b56a36f2456248c274c2eaba1a325cdc690ce8', + 'extra': 'e4d0c617df85bf8a824ff68310ca3373dc017c1ebf9ea733056a3ee4a784b36f'} # the overlay's spec source words +OVERLAY_SOURCE = '751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80' +STAGE = 'rank7-joint-endframes' + +def read(p): + return json.loads(p.read_bytes()) + +def sha(p): + return hashlib.sha256(p.read_bytes()).hexdigest() + +def tree(): + assert not any(f.is_symlink() for f in P.rglob('*')) + return {f.relative_to(P).as_posix(): sha(f) for f in P.rglob('*') if f.is_file() and f != P / 'MANIFEST.json'} + +def main(): + if not __debug__: + raise SystemExit('refusing python -O: this check relies on assertions') + pins = read(P / 'MANIFEST.json') + assert tree() == pins, 'complete package inventory' + with tempfile.TemporaryDirectory(prefix='rank7-replay-') as tmp: + out = Path(tmp) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', OPENBLAS_NUM_THREADS='1', OMP_NUM_THREADS='1') + for key in ('PYTHONOPTIMIZE', 'PYTHONPATH', 'WITNESS_SPEC', 'WITNESS_RECORD', 'WITNESS_DISCOVER'): + env.pop(key, None) + for script, name in [('verify.py', 'local'), ('check_allocation.py', 'owners')]: + log = out / (name + '.log') + with log.open('w') as stream: + r = subprocess.run([sys.executable, '-B', str(P / script), '--work', str(out / name)], + env=env, stdin=subprocess.DEVNULL, stdout=stream, stderr=subprocess.STDOUT) + if r.returncode: + print(log.read_text()[-8000:]); raise SystemExit(r.returncode) + print('PASS', script, log.read_text().strip().splitlines()[-1][:160], flush=True) + r = subprocess.run([sys.executable, '-B', str(P / 'check_cap.py')], env=env, stdin=subprocess.DEVNULL, + capture_output=True, text=True) + if r.returncode: + print(r.stdout[-4000:], r.stderr[-4000:]); raise SystemExit(r.returncode) + cap = json.loads(r.stdout.strip().splitlines()[-1]) + print('PASS check_cap.py', cap['status'], 'gap', cap['gap_float'], flush=True) + ereview_dir = out / 'edits-review' + log = out / 'edits-review.log' + with log.open('w') as stream: + r = subprocess.run([sys.executable, '-B', str(P / 'edits/edits_review.py'), '--source-dir', str(P / 'vendor'), + '--parent-base', str(P / 'data/WORD-base.json.gz'), '--parent-extra', str(P / 'data/WORD-extra.json.gz'), + '--candidate-base', str(P / 'edits/FINAL-WORD-base.json.gz'), '--candidate-extra', str(P / 'edits/FINAL-WORD-extra.json.gz'), + '--edits', str(P / 'edits/EDITS.json'), '--out-dir', str(ereview_dir)], + env=env, stdin=subprocess.DEVNULL, stdout=stream, stderr=subprocess.STDOUT) + if r.returncode: + print(log.read_text()[-8000:]); raise SystemExit(r.returncode) + print('PASS edits_review.py', log.read_text().strip().splitlines()[-1][:160], flush=True) + ereview = read(ereview_dir / 'REVIEW.json') + local = read(out / 'local/RESULT.json') + owner = read(out / 'owners/RESULT.json') + claim = read(P / 'CLAIM.json') + admit = read(P / 'evidence/ADMISSION-RESULT.json') + release = read(P / 'evidence/RELEASE-RECEIPT.json') + native = read(P / 'evidence/FULL-NATIVE-RECEIPT.json') + overlay = read(P / 'evidence/OVERLAY-DERIVATION.json') + edits = read(P / 'evidence/EDITS-DERIVATION.json') + ereview_stored = read(P / 'evidence/EDITS-REVIEW.json') + adapters = read(P / 'evidence/ADAPTER-DERIVATION.json') + replay = read(P / 'evidence/FULL-REPLAY-RESULT.json') + baseline = read(P / 'allocation/baseline/CLAIM.json') + assert claim['status'] == 'CONDITIONAL_CANDIDATE_COMPLETE_FINITE_RELEASE' + assert local['status'] == 'PASS_RANK7_JOINT_ENDFRAMES_THREE_STAGE_REPLAY' and local['control_counts'] == {'stage1': 20, 'stage2': 52, 'stage3': 14} + assert ereview['status'] == 'PASS_INDEPENDENT_EDIT_REVIEW' == ereview_stored['status'] and ereview == ereview_stored + assert owner['status'] == 'PASS_RANK7_LITERAL_OWNERS_AND_EXACT_MOMENT' and len(owner['controls']) == 5 + assert cap['status'] == 'PASS_LITERAL_ALLOCATION_BELOW_FIXED_INVENTORY_CAP_WITH_RECORDED_GAP' + assert admit['status'] == 'PASS_REPLICA_ORDER_FILL_DERIVATIVE_COMPLETE_RELEASE' + assert release['status'] == 'PASS_RELEASE' and replay['status'] == 'PASS_RANK7_EDITS_COMPLETE_REPLAY' + k = Q(claim['kappa']) + assert Q(owner['moment']['target']) == k == Q(admit['kappa']) == Q(release['kappa_decimal']) == Q(replay['kappa']) == Q(cap['headline']) + assert Q(claim['complex_lower']) == Q(admit['complex_lower']) <= Q(cap['literal_lower']) + assert k == Q(claim['complex_lower']) - Q(1, 10 ** 46) - Q(1, 10 ** 70) + assert Q(cap['cap_lower']) == Q(claim['fixed_inventory_cap']['cap_lower']) and Q(cap['gap_lower']) > 0 + assert owner['profile'] == claim['profile'] == admit['profile'] == cap['profile'] + assert owner['physical'] == claim['physical_families'] == 66813 and claim['zero_buffers'] == 91 + assert release['manifest_sha256'] == admit['package_manifest_sha256'] == claim['admitted_package_manifest_sha256'] + assert native['status'] == 'PASS_COMPOSED_FRESH_NATIVE_PROVIDERS_AND_AUTHENTICATED_CACHE' + assert native['fresh_current_provider_count'] == 2 and set(native['providers']) == {'base', 'extra'} + assert claim['release_receipt_sha256'] == admit['release_receipt_sha256'] == sha(P / 'evidence/RELEASE-RECEIPT.json') + assert claim['native_receipt_sha256'] == admit['native_receipt_sha256'] == sha(P / 'evidence/FULL-NATIVE-RECEIPT.json') + assert overlay['stage'] == STAGE and overlay['upstream_manifest_sha256'] == PR2917_DERIVED_SOURCE and overlay['buffers'] == 91 + assert edits['status'] == 'PASS_SOURCE_BOUND_DECLARED_EDIT_OVERLAY' and edits['parent_manifest_sha256'] == overlay['derived_manifest_sha256'] == OVERLAY_SOURCE + assert claim['declared_edits']['edits_sha256'] == sha(P / 'edits/EDITS.json') + assert claim['source_manifest_sha256'] == edits['manifest_sha256'] == native['manifest_sha256'] == admit['source_manifest_sha256'] == adapters['source_manifest_sha256'] + assert adapters['buffer_count'] == 91 and 'pr2969' in adapters['comparisons'] and adapters['admission_controls'] == 139 + assert admit['comparison_pr'] == 2969 and admit['comparison_head'] == PR2969_HEAD == claim['baseline_head'] + assert admit['comparison_claim_sha256'] == sha(P / 'allocation/baseline/CLAIM.json') + assert Q(claim['baseline_kappa']) == Q(admit['comparison_kappa']) == Q(baseline['kappa']) == Q(owner['moment']['previous']) + assert Q(claim['gain']) == Q(admit['gain']) == k - Q(baseline['kappa']) > 0 + for name, row in claim['previous_claims'].items(): + assert Q(row['gain']) == k - Q(row['kappa']) == Q(cap['comparisons'][name]['gain']) > 0, name + for tag in ('base', 'extra'): + word = sha(P / f'data/WORD-{tag}.json.gz') + final = sha(P / f'edits/FINAL-WORD-{tag}.json.gz') + assert native['providers'][tag]['word_sha256'] == final == edits['words'][tag]['word_sha256'] + assert edits['words'][tag]['parent_sha256'] == word == overlay['words'][tag]['candidate_word_sha256'] + assert overlay['words'][tag]['source_word_sha256'] == PR2917_WORDS[tag] + assert admit['fill_sha256'] == sha(P / 'allocation/FILL.json.gz') == claim['fill_sha256'] + assert admit['order_sha256'] == sha(P / 'allocation/ORDER.json') + assert admit['dispatch_sha256'] == sha(P / 'allocation/DISPATCH.json') + assert tree() == pins + print('PASS_RANK7_JOINT_ENDFRAMES_LOCAL_OWNER_MOMENT_CAP_AND_STORED_RELEASE', claim['kappa_decimal'][:40], 'gain over PR2969', float(Q(claim['gain']))) + print('Native and full integrated admission are authenticated stored evidence here; reproduce.py reruns them.') + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/structure.py b/research/rank7-restore-carrier-skips/structure.py new file mode 100644 index 0000000000..8d5bd544ee --- /dev/null +++ b/research/rank7-restore-carrier-skips/structure.py @@ -0,0 +1,41 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Exact two-sided subspace certificate, independent of the word producer.""" +from collections import defaultdict +from fractions import Fraction as Q + +def check(parent,transform,aud): + h=transform['helper'];live=sorted(set(range(704))-set(parent['removed'])-set(range(112,224))) + S={r:{r:Q(1)} for r in live};T={r:{r:Q(1)} for r in live} + for g in transform['before']:aud.apply(g,S) + for g in transform['after']:aud.apply(g,T) + v={r:row[h] for r,row in S.items() if h in row};alpha=T[h] + J={r:{r:Q(1)} for r in live} + for g in reversed(transform['after']):aud.apply(aud.invert(g),J) + y={r:row[h] for r,row in J.items() if h in row} + M={r:{(r,()):Q(1)} for r in live};program=list(parent['A'][parent['prelude_events']:]);bypos=defaultdict(list) + for op,rec in enumerate(parent['warps'],1):bypos[rec[0]].append(['warp',rec[1],op]) + for p in range(len(parent['B'])+1): + program+=bypos[p] + if p=224 and r not in protected} + assert set(v)<=H and all(r in H and not ops for r,ops in u) + u={r:c for (r,ops),c in u.items()} + for r,row in M.items(): + mv=defaultdict(Q) + for (c,ops),a in row.items():mv[ops]+=a*v.get(c,Q(0)) + assert {ops:a for ops,a in mv.items() if a}==({():y[r]} if r in y else {}) + assert sum(alpha.get(r,Q(0))*c for r,c in y.items())==1 + us=defaultdict(Q) + for r,a in u.items(): + for c,b in S[r].items():us[c]+=a*b + assert {r:c for r,c in us.items() if c}=={h:Q(1)} + assert all(sum(row.get(c,Q(0))*a for c,a in y.items())==(1 if r==h else 0) for r,row in T.items()) + return {'status':'PASS_EXACT_TWO_SIDED_SUBSPACE_CERTIFICATE','helper':h,'v':{str(r):str(c) for r,c in v.items()},'u':{str(r):str(c) for r,c in u.items()},'alpha':{str(r):str(c) for r,c in alpha.items()},'y':{str(r):str(c) for r,c in y.items()},'identities':['S e_h = v','u S = e_h^T','M v = y','alpha M = u','alpha y = 1','T y = e_h','e_h^T T = alpha'],'scope':'Exact free-operator identities before target writes; full target correctness checked separately.'} diff --git a/research/rank7-restore-carrier-skips/tools/audit_allocation_moment.py b/research/rank7-restore-carrier-skips/tools/audit_allocation_moment.py new file mode 100644 index 0000000000..623ae14fbe --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/audit_allocation_moment.py @@ -0,0 +1,83 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Independent dyadic interval moment auditor, atlas D020. +Retained PR2908 arithmetic by Jeremy Diviney and its credited upstream authors; +Mason Hale with OpenAI Codex assistance changes only the authenticated baseline. +Marius-Paul Dumitrean (Claude Code assisted) changes only the authenticated baseline, to the PR2917 headline (PR2930), +to the PR2930 headline (PR2942) and here to Dugongue's PR2969 moment nomination (its T370 ORDER/PROFILE). +Uses only Python integers/Fraction; imports no inherited numerical implementation. +This authenticates a paid histogram and its root, not a physical realization. +""" +from fractions import Fraction as F +from pathlib import Path +from functools import lru_cache +from collections import Counter +import argparse,json,hashlib + +BITS=192 +SCALE=1<=1,'log domain');k=0 + while q>2:q/=2;k+=1 + def unit(y): + z=(y-1)/(y+1);z2=z*z;term=z;value=F(0) + for j in range(128): + value+=term/(2*j+1);term*=z2 + remainder=2*term/(257*(1-z2)) + return 2*value,2*value+remainder + l,u=unit(q);l2,u2=unit(F(2));return down(l+k*l2),up(u+k*u2) +def exp_bounds(y): + need(0<=y0,'profile domain');l,u=log_bounds(F(73,rank));a=exp_bounds(b*l)[0];z=exp_bounds(b*u)[1];weight=F(rank*count,73*W);lo+=weight*a;hi+=weight*z + return down(lo),up(hi) +def run(candidate,source): + import sys + if hasattr(sys,'set_int_max_str_digits'):sys.set_int_max_str_digits(0) + need(hashlib.sha256((source/'CLAIM.json').read_bytes()).hexdigest()=='656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77','exact pinned PR2969 headline nomination') + prof={int(k):v for k,v in json.loads((candidate/'PROFILE.json').read_bytes()).items()} + old={int(k):v for k,v in json.loads((source/'PROFILE.json').read_bytes()).items()} + W=896*(1+max(r for s,r in json.loads((candidate/'ORDER.json').read_bytes()))) + oldW=896*(1+max(r for s,r in json.loads((source/'ORDER.json').read_bytes()))) + need(sum(r*n for r,n in prof.items())==W*73-W*320//896,'new rank mass') + need(sum(r*n for r,n in old.items())==oldW*73-oldW*320//896,'old rank mass') + # No floating endpoint or inherited numerical implementation is used. + q=10**26;lo=0;hi=q//200 + need(moment(prof,F(lo,q),W)[1]<1 and moment(prof,F(hi,q),W)[0]>1,'global root bracket') + while hi-lo>1: + mid=(lo+hi)//2;l,u=moment(prof,F(mid,q),W) + if u<1:lo=mid + elif l>1:hi=mid + else:raise ValueError('interval precision insufficient') + endpoint=F((lo//100),10**24) + target=endpoint-F(1,10**46)-F(1,10**70) + prior=F(json.loads((source/'CLAIM.json').read_bytes())['kappa']) + need(target>prior and target1,'overstated endpoint rejected') + wrong=dict(prof);wrong[32]=wrong.get(32,0)+1 + need(moment(wrong,F(lo,q),W)[0]>1,'omitted rank charge rejected') + import decimal + with decimal.localcontext() as c: + c.prec=80 + todec=lambda x:str(decimal.Decimal(x.numerator)/decimal.Decimal(x.denominator)) + texttarget=todec(target);textgain=todec(target-prior) + return dict(status='PASS_SEPARATE_EXACT_RATIONAL_FRONTIER_MOMENT',lower=str(F(lo,q)),upper=str(F(hi,q)),outer_endpoint=str(endpoint),target=str(target),target_decimal=texttarget,previous=str(prior),gain=str(target-prior),gain_decimal=textgain,W=W,oldW=oldW,normalized_profile_delta=normalized_delta,new_moment_at_full_prior=[str(x)for x in at_old],profile_sha256=hashlib.sha256((candidate/'PROFILE.json').read_bytes()).hexdigest(),baseline_profile_sha256=hashlib.sha256((source/'PROFILE.json').read_bytes()).hexdigest(),baseline_claim_sha256=hashlib.sha256((source/'CLAIM.json').read_bytes()).hexdigest(),method='Independent 128-term atanh / degree24 exponential with explicit positive tails and outward 192-bit dyadic rounding',controls=['zero log/exp identities','overstated endpoint','added rank32 charge'],scope='Complete paid histogram and exact moment only; full native/physical/outer release is separate.') +if __name__=='__main__': + p=argparse.ArgumentParser();p.add_argument('--candidate',type=Path,required=True);p.add_argument('--source',type=Path,required=True);p.add_argument('--out',type=Path,required=True);a=p.parse_args() + need(not a.out.exists(),'fresh output required');d=run(a.candidate,a.source);a.out.write_text(json.dumps(d,sort_keys=True,indent=2)+'\n',encoding='utf-8',newline='\n');print(json.dumps({k:d[k]for k in ['status','target_decimal','gain_decimal','lower','upper']})) diff --git a/research/rank7-restore-carrier-skips/tools/build_edits.py b/research/rank7-restore-carrier-skips/tools/build_edits.py new file mode 100644 index 0000000000..697fc9aa0a --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/build_edits.py @@ -0,0 +1,88 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +"""Append the declared literal edit-list stage (edits/EDITS.json) to PR2979's rank-7 overlay source. + +Edits by Stack2979 / Jeremy Kothe (jeremykothe2), with AI assistance, on PR2979's words (mdumitrean). Overlay/rebuild conventions are +credited to PR2979/PR2942 (mdumitrean), PR2908 (jeremydiviney) and PR2917 (mason-hale). +""" +import argparse, gzip, hashlib, json, shutil +from pathlib import Path + +PARENT = '751b46364742cbb947f7db07c130ff09085b38b52c520d3b47f2dadc1e21ba80' + + +def sha(p): return hashlib.sha256(p.read_bytes()).hexdigest() +def read(p): + b = p.read_bytes(); return json.loads(gzip.decompress(b) if p.suffix == '.gz' else b) +def save(p, x): p.write_text(json.dumps(x, indent=2, sort_keys=True) + '\n') +def tree(p): + assert not any(f.is_symlink() for f in p.rglob('*')) + return {f.relative_to(p).as_posix(): sha(f) for f in sorted(p.rglob('*')) if f.is_file() and f != p / 'MANIFEST.json'} + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument('--source', type=Path, required=True) + ap.add_argument('--local-package', type=Path, required=True) + ap.add_argument('--out', type=Path, required=True) + a = ap.parse_args() + src, out, p = a.source.resolve(), a.out.resolve(), a.local_package.resolve() + assert __debug__ and not out.exists() and not out.is_relative_to(src) + assert sha(src / 'MANIFEST.json') == PARENT and tree(src) == read(src / 'MANIFEST.json') + pins = read(p / 'EDIT-PINS.json') + assert all(sha(p / n) == h for n, h in pins.items()) + shutil.copytree(src, out) + local = out / 'new/borrow/edits' + local.mkdir() + shutil.copy2(p / 'edits/EDITS.json', local / 'EDITS.json') + shutil.copy2(p / 'edits/declared_edits.py', out / 'new/borrow/declared_edits.py') + shutil.copy2(p / 'edits/edits_review.py', out / 'new/borrow/edits_review.py') + providers = read(src / 'new/BORROW-PROVIDERS.json') + records = {} + for tag, pid in [('base', 'gauge44'), ('extra', 'extra')]: + q = out / f'new/borrow/words/BORROW-WORD-43{tag}.json.gz' + assert read(q) == read(p / f'data/WORD-{tag}.json.gz'), 'source word is the PR2979 word' + shutil.copy2(q, out / f'new/borrow/inputs/RANK7-WORD-{tag}.json.gz') + shutil.copy2(p / f'edits/FINAL-WORD-{tag}.json.gz', q) + word = read(q) + providers[pid]['widths'] = [len(word['helper_final'].get(str(h), [0] * 9)) - len(word['start_extra'].get(str(h), [])) + for h in sorted(set(range(224, 704)) - set(word['removed']))] + providers[pid]['actual_paid_profile'] = word['report']['local_profile'] + records[tag] = {'parent_sha256': sha(p / f'data/WORD-{tag}.json.gz'), 'word_sha256': sha(q)} + save(out / 'new/BORROW-PROVIDERS.json', providers) + path = out / 'new/rebuild_borrow.py' + text = path.read_text() + anchor = " final=json.loads(gzip.decompress(shipped.read_bytes()))" + assert text.count(anchor) == 1 + block = """ # Declared literal edit list on PR2979's word; compensation, cut, helper endpoints, warps and buffers are unchanged. + import declared_edits + edit_parent=json.loads(gzip.decompress((D/'inputs'/f'RANK7-WORD-{wt}.json.gz').read_bytes())) + assert chain[-1]==edit_parent + edit_word,_=declared_edits.apply(chain[-1],json.loads((D/'edits/EDITS.json').read_text())['edits'][wt],json.loads((D/'edits/EDITS.json').read_text())['declared']) + chain.append(edit_word);steps.append('declared-edit-list') +""" + path.write_text(text.replace(anchor, block + anchor)) + path = out / 'verify.py' + text = path.read_text() + line = next(s for s in text.splitlines() if s.startswith("run('paired-extension-review'")) + assert text.count(line) == 1 + review = ("run('declared-edit-review',P/'new/borrow/edits_review.py','--source-dir',P/'new/borrow'," + "'--parent-base',P/'new/borrow/inputs/RANK7-WORD-base.json.gz','--parent-extra',P/'new/borrow/inputs/RANK7-WORD-extra.json.gz'," + "'--candidate-base',P/'new/borrow/words/BORROW-WORD-43base.json.gz','--candidate-extra',P/'new/borrow/words/BORROW-WORD-43extra.json.gz'," + "'--edits',P/'new/borrow/edits/EDITS.json','--out-dir',work/'declared-edit-review')") + path.write_text(text.replace(line, line + "\n" + review)) + before, after = tree(src), tree(out) + changes = {n: {'before': before.get(n), 'after': after.get(n)} for n in set(before) | set(after) if before.get(n) != after.get(n)} + expected = {'new/BORROW-PROVIDERS.json', 'new/rebuild_borrow.py', 'verify.py', 'new/borrow/declared_edits.py', 'new/borrow/edits_review.py', 'new/borrow/edits/EDITS.json'} + expected |= {f'new/borrow/words/BORROW-WORD-43{tag}.json.gz' for tag in ('base', 'extra')} + expected |= {f'new/borrow/inputs/RANK7-WORD-{tag}.json.gz' for tag in ('base', 'extra')} + assert set(changes) == expected and tree(src) == before + save(out / 'MANIFEST.json', after) + result = {'status': 'PASS_SOURCE_BOUND_DECLARED_EDIT_OVERLAY', 'parent_manifest_sha256': PARENT, 'manifest_sha256': sha(out / 'MANIFEST.json'), + 'source_file_count': len(after), 'changes': changes, 'words': records, 'builder_sha256': sha(Path(__file__))} + save(out.parent / (out.name + '-DERIVATION.json'), result) + print(result['status'], result['manifest_sha256'], len(after), flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/tools/build_overlay.py b/research/rank7-restore-carrier-skips/tools/build_overlay.py new file mode 100644 index 0000000000..74c39e8d33 --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/build_overlay.py @@ -0,0 +1,118 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Build a source-bound overlay for a literal word edit on top of PR2917's derived source (manifest 98d57c82..., 632 files). +Stage '' (default rank7-joint-endframes): new/borrow/inputs/wordedit_43{base,extra}.json (exact spec PR2917 word -> candidate +word) applied by new/borrow/wordedit.py (pure producer, re-derives cleanup from helper_final). The shipped words must equal +apply_spec(previous, spec) exactly. Allowed changed sections: warps (B positions only; lender, frames and count fixed), A, B, restore, +compensation, start_extra, report, cleanup, initial_corrections, helper_final (new restored endpoints = extra private buffers; every +inherited endpoint retained or lowered to a subspace of its old end frame); removed is fixed (408 live helpers). The same guards are +patched into the source's own rebuild chain (new/rebuild_borrow.py), which the admission release reruns. +Overlay/rebuild conventions follow Jeremy Diviney's PR2908 builder and Mason Hale's PR2917 build_extension.py; generalized from our +PR2942 tools/build_overlay.py. Marius-Paul Dumitrean, with substantial AI assistance (Claude Code). +Usage: build_overlay.py --source PR2917_DERIVED_SOURCE --candidate-dir DIR_WITH_WORD-{base,extra}.json.gz --out OUT [--stage-name NAME] +""" +import sys +sys.dont_write_bytecode = True +from pathlib import Path +from collections import Counter +import argparse, gzip, hashlib, json, shutil, types +UPSTREAM_MANIFEST = '98d57c82a1c7318be3c330c3b66897844d57232f0aaeaea88fb4bebd0a1bedf1' # PR2917 derived overlay (632 files) +UPSTREAM_FILES = 632 +ALLOWED = {'warps', 'A', 'B', 'restore', 'compensation', 'start_extra', 'report', 'cleanup', 'initial_corrections', 'helper_final'} +def need(ok, why): + if not ok: raise ValueError(why) +def sha(p): return hashlib.sha256(Path(p).read_bytes()).hexdigest() +def sem(v): return hashlib.sha256(json.dumps(v, sort_keys=True, separators=(',', ':')).encode()).hexdigest() +def read(p): + p = Path(p); b = p.read_bytes(); return json.loads(gzip.decompress(b) if p.suffix == '.gz' else b) +def write(p, v): p.write_text(json.dumps(v, sort_keys=True, indent=2) + '\n') +def tree(p): + need(not list(p.rglob('__pycache__')) and not list(p.rglob('*.pyc')), 'no source bytecode or cache folders') + out = {} + for f in sorted(p.rglob('*')): + need(not f.is_symlink(), 'no source symlinks') + if f.is_file() and f != p / 'MANIFEST.json': out[f.relative_to(p).as_posix()] = sha(f) + return out +def find_word(d, tag): + c = [p for p in sorted(Path(d).glob('*.json.gz')) if p.name.endswith('-' + tag + '.json.gz') or p.name == f'WORD-{tag}.json.gz'] + need(len(c) == 1, f'exactly one candidate word for {tag} in {d}: {c}'); return c[0] +def main(): + ap = argparse.ArgumentParser(); ap.add_argument('--source', type=Path, required=True); ap.add_argument('--candidate-dir', type=Path, required=True) + ap.add_argument('--out', type=Path, required=True); ap.add_argument('--producer', type=Path, default=Path(__file__).resolve().parent / 'wordedit.py') + ap.add_argument('--stage-name', default='rank7-joint-endframes'); a = ap.parse_args() + need(not sys.flags.optimize, 'assertions required'); source = a.source.resolve(); out = a.out.resolve() + need(sha(source / 'MANIFEST.json') == UPSTREAM_MANIFEST and tree(source) == read(source / 'MANIFEST.json') and len(read(source / 'MANIFEST.json')) == UPSTREAM_FILES, 'exact PR2917 derived overlay inventory') + need(not out.exists() and not out.is_relative_to(source), 'fresh external overlay'); shutil.copytree(source, out) + # producer module inside the overlay: plain import of word_patch from its own directory (new/borrow); no scratchpad paths + prod = a.producer.read_text() + head, sep, tail = prod.partition('try:\n import word_patch as WP') + need(sep, 'producer import block'); tail = tail.split(' import word_patch as WP\n', 1)[1] + prod = head + 'import word_patch as WP # PR2833 helpers (derive_cleanup), found next to this file inside the overlay\n' + tail + need('/scratchpad/' not in prod and 'import word_patch as WP' in prod, 'producer path relocation'); compile(prod, 'wordedit.py', 'exec') + (out / 'new/borrow/wordedit.py').write_text(prod); PRODUCER_SHA = sha(out / 'new/borrow/wordedit.py') + sys.path.insert(0, str(out / 'new/borrow')) + gen = types.ModuleType('wordedit'); gen.__file__ = str(out / 'new/borrow/wordedit.py'); exec(compile(prod, str(out / 'new/borrow/wordedit.py'), 'exec'), gen.__dict__) + providers = read(source / 'new/BORROW-PROVIDERS.json'); records = {}; buffers = set() + for tag, pid in [('base', 'gauge44'), ('extra', 'extra')]: + src = source / ('new/borrow/words/BORROW-WORD-43' + tag + '.json.gz'); target = find_word(a.candidate_dir, tag); old = read(src); new = read(target) + need(old != new, 'candidate word differs from the PR2917 word ' + tag) + spec = gen.make_spec(old, new); derived = gen.apply_spec(old, spec) + need(derived == new, 'complete producer reconstruction ' + tag) + changed = set(k for k in old if old[k] != new[k]); need(changed <= ALLOWED, 'exact changed sections ' + str(changed)) + need(new['removed'] == old['removed'] and len(new['warps']) == len(old['warps']), 'removed set and warp count unchanged') + need([x[1:] for x in new['warps']] == [x[1:] for x in old['warps']], 'warps: only their B positions may move') + def _span(b): + out = {0} + for v in b: out |= {x ^ v for x in out} + return out + need(all(h in new['helper_final'] and _span(new['helper_final'][h]) <= _span(U) for h, U in old['helper_final'].items()), 'every inherited restored endpoint retained or LOWERED to a subspace') + need(new['cleanup'] == gen.derive_cleanup(new), 'cleanup is the derived inverse of the word with buffers for every endpoint') + live = sorted(set(range(224, 704)) - set(new['removed'])); need(len(live) == 408, 'unchanged helper identities') + widths = [len(new['helper_final'].get(str(h), [0] * 9)) - len(new['start_extra'].get(str(h), [])) for h in live] + need({str(k): v for k, v in Counter(widths).items()} == new['report']['width_inventory'], 'report inventory equals derived widths') + buffers.add(len(new['helper_final'])) + providers[pid] = {'widths': widths, 'actual_paid_profile': new['report']['local_profile']} + shutil.copy2(target, out / ('new/borrow/words/BORROW-WORD-43' + tag + '.json.gz')) + shutil.copy2(src, out / ('new/borrow/inputs/PR2917-WORD-' + tag + '.json.gz')) + rec = dict(stage=a.stage_name, source_word_sha256=sha(src), source_canonical_sha256=sem(old), candidate_word_sha256=sha(target), candidate_canonical_sha256=sem(new), + producer_sha256=PRODUCER_SHA, changed_sections=sorted(changed), buffers=len(new['helper_final']), spec=spec) + write(out / ('new/borrow/inputs/wordedit_43' + tag + '.json'), rec); records[tag] = dict(rec, spec='(see file)') + need(len(buffers) == 1, 'both providers charge the same private buffer count'); B = buffers.pop() + write(out / 'new/BORROW-PROVIDERS.json', providers) + patches = [] + def patch(name, old, new): + p = out / name; before = sha(p); body = p.read_text(); need(body.count(old) == 1, 'exact overlay preimage ' + name); p.write_text(body.replace(old, new)) + patches.append(dict(path=name, before_sha256=before, after_sha256=sha(p), old=old, new=new)) + anchor = ' final=json.loads(gzip.decompress(shipped.read_bytes()))' + block = ''' # Recorded exact word edit (here: rank-7 joint end frames, five paired extractions, fourteen declared rewrites); pure producer, cleanup re-derived from helper_final. Every previous state stays in the audit chain. + we_=D/'inputs'/f'wordedit_43{wt}.json' + if we_.exists(): + import wordedit + we_patch=json.loads(we_.read_text());previous_we=chain[-1] + canonical=lambda z:hashlib.sha256(json.dumps(z,sort_keys=True,separators=(',',':')).encode()).hexdigest() + assert canonical(previous_we)==we_patch['source_canonical_sha256'] + we_word=wordedit.apply_spec(previous_we,we_patch['spec']) + assert canonical(we_word)==we_patch['candidate_canonical_sha256'] + assert set(k_ for k_ in previous_we if previous_we[k_]!=we_word[k_])<={'A','B','restore','compensation','start_extra','report','cleanup','initial_corrections','helper_final','warps'} + assert [x_[1:] for x_ in we_word['warps']]==[x_[1:] for x_ in previous_we['warps']] # warps: only their B positions may move + assert we_word['cleanup']==wordedit.derive_cleanup(we_word) + assert we_word['removed']==previous_we['removed'] and len(we_word['warps'])==len(previous_we['warps']) + def _we_span(b_): + o_={0} + for v_ in b_: o_|={x_^v_ for x_ in o_} + return o_ + assert all(h_ in we_word['helper_final'] and _we_span(we_word['helper_final'][h_])<=_we_span(U_) for h_,U_ in previous_we['helper_final'].items()) + assert len(we_word['helper_final'])==we_patch['buffers'] + chain.append(we_word);steps.append(we_patch['stage']) +''' + anchor + patch('new/rebuild_borrow.py', anchor, block) + # PR2917's and PR2908's independent reviews read their own data/ copies; the shared-kernel and preload-move reviews read inputs/ copies: no redirect needed. + before = read(source / 'MANIFEST.json'); after = tree(out); write(out / 'MANIFEST.json', after) + change = {p: dict(before_sha256=before.get(p), after_sha256=after.get(p)) for p in sorted(set(before) | set(after)) if before.get(p) != after.get(p)} + expected = {'new/borrow/words/BORROW-WORD-43base.json.gz', 'new/borrow/words/BORROW-WORD-43extra.json.gz', 'new/borrow/inputs/PR2917-WORD-base.json.gz', 'new/borrow/inputs/PR2917-WORD-extra.json.gz', + 'new/borrow/inputs/wordedit_43base.json', 'new/borrow/inputs/wordedit_43extra.json', 'new/borrow/wordedit.py', 'new/rebuild_borrow.py'} + optional = {'new/BORROW-PROVIDERS.json'} # unchanged when the edit keeps every width and the local profile (same-cost word edit) + need(expected <= set(change) <= expected | optional, 'exact overlay change allowlist ' + str(set(change) ^ expected)); need(tree(source) == before, 'original source remained byte-exact') + receipt = dict(status='PASS_SOURCE_BOUND_WORDEDIT_OVERLAY_DERIVATION', stage=a.stage_name, upstream_manifest_sha256=UPSTREAM_MANIFEST, derived_manifest_sha256=sha(out / 'MANIFEST.json'), + source_file_count=len(after), buffers=B, builder_sha256=sha(Path(__file__)), producer_sha256=PRODUCER_SHA, changes=change, patches=patches, words=records) + write(out.parent / (out.name + '-DERIVATION.json'), receipt); print(json.dumps({k: receipt[k] for k in ['status', 'derived_manifest_sha256', 'source_file_count', 'buffers']}, sort_keys=True)) +if __name__ == '__main__': main() diff --git a/research/rank7-restore-carrier-skips/tools/derive_adapters.py b/research/rank7-restore-carrier-skips/tools/derive_adapters.py new file mode 100644 index 0000000000..cff5a3cec5 --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/derive_adapters.py @@ -0,0 +1,119 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +"""Generalized PR2917 adapter derivation (Marius-Paul Dumitrean, Claude Code assisted; PR2917/PR2908 derivations by Mason Hale and Jeremy Diviney): PR2908's exact tools -> closed-profile adapters for an +arbitrary derived overlay, buffer count B, source profile and comparator set. With B=82, commit +'paired-helper-extension-pr2908', profile 'paired-extension' and comparisons=pr2908 the output is byte-identical to +PR2917's tools/derive_adapters.py output (checked against its evidence/ADAPTER-DERIVATION.json), except the retained +receipt binding, which is always sha256(--retained-receipt). Generalized here (r14) beyond PR2942's version: the admission control count +pinned by PR2917's adapter (119, five width classes) is derived from the source's provider width classes (37 + sum over the +two providers of 17 + k(k-1) + 4, freeze_spec's own formula), because the changed words have a sixth width class (6). +usage: derive_adapters_r13.py --parent-package PR2908_PKG --source OVERLAY --retained-receipt FILE --out DIR + --buffers B --source-commit NAME --source-profile NAME --upstream-head HEX + [--comparison pr2917=/path/CLAIM.json --comparison pr2969=/path/CLAIM.json ...] (pr2908 always from the parent package) +Comparator registry: PR2942's version plus 'pr2966' (Jeremy Kothe, head e62d3eb9, research/paired-extension-normal45-rewrites/CLAIM.json) +and 'pr2969' (Dugongue, head e2ca469b, research/paired-swap-normal45/CLAIM.json). +""" +from pathlib import Path +import argparse, gzip, hashlib, json, sys +PARENT_HEAD = '51309592971e3b5be935599eed2a95404dc7781e' +PARENT_MANIFEST = '9dba3fe371602ec023a54e26c0fd66f69eb7a74be86aab89923529083c14b36f' +OLD_SOURCE = '56cf455752722051d598a7da1e5ee700637fbaef09189f534413dbe6e0525a83' +OLD_RETAINED = 'dd36443f2789ffa6deca7210c76ada781e2b9b7e622a546b366f51a475faff3e' +# Known full-headline comparators: name -> (head, sha256 of its CLAIM.json). A comparator file must match its pin exactly. +KNOWN = {'pr2908': (PARENT_HEAD, '2406680a07b43a69b0f12f8462cc43f3616f3c8cb0a46bc767541b45945cd2bf'), + 'pr2917': ('224bd5e56041c40078ff6b5fa7393733a215de5c', 'e6c836c0178661a53a69cd91f29d83585e876f2511ff40c6b6204cd270fbdeac'), + 'pr2930': ('81f3b5d12977eba09e06fbff729167d59faabe90', '9c2c14158780a677b3661623d7476acc4f535ac9e0481addfa1d6c4c7633b74b'), + 'pr2966': ('e62d3eb9005117d82a9babcfa937ecc53237c490', '4d4c4800bf3bcb36d09021313b2712aebd4aa0830c74dda30991daf6851c220a'), # Jeremy Kothe's PR2966 headline (field kappa) + 'pr2969': ('e2ca469b08385d3d5e29a918d66dbefaf889e9f3', '656a4c93411b078753783513e2e71b1722a56e7b70120264a38118811982fa77')} # Dugongue's PR2969 moment nomination (field kappa, a rational string) +HEADS = {k: v[0] for k, v in KNOWN.items()} +sha = lambda b: hashlib.sha256(b).hexdigest() + +def need(p, msg): + if not p: raise ValueError(msg) + +def tree(p): + need(not any(f.is_symlink() for f in p.rglob('*')), 'no symlinks') + return {f.relative_to(p).as_posix(): sha(f.read_bytes()) for f in p.rglob('*') if f.is_file() and f != p / 'MANIFEST.json'} + +def derive(parent, source, out, retained_sha, B, commit, profile, upstream_head, claims): + manifest = json.loads((parent / 'MANIFEST.json').read_bytes()); need(tree(parent) == manifest, 'complete exact parent manifest inventory') + need(sha((parent / 'MANIFEST.json').read_bytes()) == PARENT_MANIFEST, 'exact PR2908 package manifest') + newsha = sha((source / 'MANIFEST.json').read_bytes()) + files = json.loads((source / 'MANIFEST.json').read_bytes()); need(tree(source) == files, 'complete derived source inventory') + nfiles = len(files) + for tag in ('base', 'extra'): + w = json.loads(gzip.decompress((source / f'new/borrow/words/BORROW-WORD-43{tag}.json.gz').read_bytes())) + need(len(w['helper_final']) == B, f'declared {B}-buffer word ({tag}: {len(w["helper_final"])})') + need(len(set(range(224, 704)) - set(w['removed'])) == 408, '408 live helpers') + need(type(B) is int and 73 <= B <= 200, 'buffer count range') + need(len(retained_sha) == 64 and all(c in '0123456789abcdef' for c in retained_sha), 'retained receipt SHA256') + comps = [('pr2908', parent / 'CLAIM.json')] + [(k, Path(v)) for k, v in claims] + comp_entries = [] + for name, path in comps: + claim = json.loads(path.read_bytes()); need('headline_kappa_source' not in claim and 'kappa' in claim, 'headline outer comparison ' + name) + need(name in KNOWN and sha(path.read_bytes()) == KNOWN[name][1], 'known comparator head and exact CLAIM.json pin ' + name) + comp_entries.append((name, int(name[2:]), HEADS[name], sha(path.read_bytes()))) + out.mkdir(parents=True, exist_ok=False); changes = {} + def adapt(oldname, newname, pairs): + p = parent / 'tools' / oldname; body = p.read_text(); oldhash = sha(p.read_bytes()); applied = [] + for old, new in pairs: + need(body.count(old) == 1, f'exact preimage occurrence {oldname}: {old[:120]}') + body = body.replace(old, new); applied.append({'old': old, 'new': new}) + q = out / newname; q.write_text(body); compile(body, str(q), 'exec') + changes[newname] = {'source': str(p), 'before_sha256': oldhash, 'after_sha256': sha(q.read_bytes()), 'replacements': applied} + adapt('prepare_channel_native.py', 'prepare_extension_native.py', [ + ("SOURCE_SHA='" + OLD_SOURCE + "'", "SOURCE_SHA='" + newsha + "'"), + ('SOURCE_FILES=610', 'SOURCE_FILES=' + str(nfiles)), + ("SOURCE_COMMIT='two-sided-helper408-pr2894'", "SOURCE_COMMIT='" + commit + "'"), + ("OLD_RECEIPT_SHA='" + OLD_RETAINED + "'", "OLD_RECEIPT_SHA='" + retained_sha + "'"), + ("len(can['zero_buffers'])==73", f"len(can['zero_buffers'])=={B}"), + ]) + oldprofile = " 'channel408': dict(commit='two-sided-helper408-pr2894',manifest='" + OLD_SOURCE + "',helpers=408,source_file_count=610,upstream_head='18d03c447886895ef9abf888398178e0428533ca')," + newprofile = " '" + profile + "': dict(commit='" + commit + "',manifest='" + newsha + "',helpers=408,source_file_count=" + str(nfiles) + ",upstream_head='" + upstream_head + "')," + comp_text = "COMPARISONS = {" + ''.join("\n '" + n + "': dict(pr=" + str(pr) + ",head='" + h + "',sha256='" + s + "',field='kappa')," for n, pr, h, s in comp_entries) + choices = "['" + "','".join(n for n, *_ in comp_entries) + "']" + # Admission control count: assembly_controls emits 37 global controls plus, per provider, 17 + k(k-1) width + # swap/shift controls over its k width classes + one per spot helper (freeze_spec's own formula). The PR2917 + # adapter pins 119 (five width classes); derive it so a new width class (e.g. width 6) is checked exactly. + _prov = json.loads((source / 'new/BORROW-PROVIDERS.json').read_bytes()) + _ks = {pid: len(set(_prov[pid]['widths'])) for pid in ('gauge44', 'extra')} + ADMISSION_CONTROLS = 37 + sum(17 + k * (k - 1) + 4 for k in _ks.values()) + need(ADMISSION_CONTROLS >= 119, 'admission control count') + adapt('admit_channel408.py', 'admit_extension.py', [ + (oldprofile, newprofile), + ("COMPARISONS = {", comp_text), + ("ap.add_argument('--source-profile', choices=['channel408'], default='channel408')", "ap.add_argument('--source-profile', choices=['" + profile + "'], default='" + profile + "')"), + ("ap.add_argument('--comparison-profile', choices=['pr2894'], default='pr2894')", "ap.add_argument('--comparison-profile', choices=" + choices + ", default='pr2908')"), + ('zero_buffers_allocated_and_cleared=73', f'zero_buffers_allocated_and_cleared={B}'), + ("len(c.get('zero_buffers',[]))==73, 'helper408 physical ABI including all 73 private buffers'", f"len(c.get('zero_buffers',[]))=={B}, 'paired extension physical ABI including all {B} private buffers'"), + ("896*T+expected_helpers+8+73+2, 'complete physical cost including all actual helpers and 73 buffers'", f"896*T+expected_helpers+8+{B}+2, 'complete physical cost including all actual helpers and {B} buffers'"), + ("\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])==119\")", f"\"len(rd(work/'ADMISSION-CONTROLS.json')['rejected_controls'])=={ADMISSION_CONTROLS}\")"), + ("\"controls=dict(admission=119,", f"\"controls=dict(admission={ADMISSION_CONTROLS},"), + ]) + adapt('channel_blocknorm.py', 'extension_blocknorm.py', [ + ("len(allocated)==73, 'all73 private zero buffers released'", f"len(allocated)=={B}, 'all{B} private zero buffers released'"), + ("'zero_buffers_allocated_and_cleared':73", f"'zero_buffers_allocated_and_cleared':{B}"), + ("r['zero_buffers_returned_to_zero']==73", f"r['zero_buffers_returned_to_zero']=={B}"), + ('physical==live+8+408+73+2', f'physical==live+8+408+{B}+2'), + ("'zero_buffers':[live+416,live+489], 'coefficient':[live+489,live+491]", f"'zero_buffers':[live+416,live+{416 + B}], 'coefficient':[live+{416 + B},live+{418 + B}]"), + ("len(mp)==73 and set(mp.values())==set(range(*ns['zero_buffers'])), '73distinct private Z slots'", f"len(mp)=={B} and set(mp.values())==set(range(*ns['zero_buffers'])), '{B}distinct private Z slots'"), + ('T=len(order)//9; live=896*T; physical=live+490', f'T=len(order)//9; live=896*T; physical=live+{418 + B}'), + ]) + # The native address dimension and symplectic stock factor are deliberately retained (as in PR2917). + b = (out / 'extension_blocknorm.py').read_text(); a = (out / 'admit_extension.py').read_text() + need("require(d['m']==73" in b and 'Sp(72,2)' in b and 'range(1,37)' in b, 'retained native dimension and symplectic group') + need('assert m==73' in a, 'retained outer dimension') + receipt = {'status': f'PASS_CHECKED_{B}_BUFFER_ADAPTER_DERIVATION_R13', 'parent_head': PARENT_HEAD, 'parent_manifest_sha256': PARENT_MANIFEST, + 'source_commit': commit, 'source_profile': profile, 'upstream_head': upstream_head, 'source_manifest_sha256': newsha, 'source_files': nfiles, + 'comparisons': {n: dict(pr=pr, head=h, sha256=s) for n, pr, h, s in comp_entries}, 'retained_receipt_sha256': retained_sha, + 'buffer_count': B, 'physical_overhead': 418 + B, 'width_classes': _ks, 'admission_controls': ADMISSION_CONTROLS, 'changes': changes} + (out / 'ADAPTER-DERIVATION.json').write_text(json.dumps(receipt, indent=2) + '\n'); return receipt + +if __name__ == '__main__': + ap = argparse.ArgumentParser(); ap.add_argument('--parent-package', type=Path, required=True); ap.add_argument('--source', type=Path, required=True) + ap.add_argument('--retained-receipt', type=Path, required=True); ap.add_argument('--out', type=Path, required=True); ap.add_argument('--buffers', type=int, required=True) + ap.add_argument('--source-commit', required=True); ap.add_argument('--source-profile', required=True); ap.add_argument('--upstream-head', required=True) + ap.add_argument('--comparison', action='append', default=[], help='name=path/to/CLAIM.json (pr2917=...)'); a = ap.parse_args() + claims = [tuple(c.split('=', 1)) for c in a.comparison] + r = derive(a.parent_package.resolve(), a.source.resolve(), a.out.resolve(), sha(a.retained_receipt.read_bytes()), a.buffers, a.source_commit, a.source_profile, a.upstream_head, claims) + print(r['status'], r['source_manifest_sha256'], r['source_files'], {k: v['after_sha256'][:16] for k, v in r['changes'].items()}) diff --git a/research/rank7-restore-carrier-skips/tools/relax.py b/research/rank7-restore-carrier-skips/tools/relax.py new file mode 100644 index 0000000000..97dfe35c43 --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/relax.py @@ -0,0 +1,329 @@ +#!/usr/bin/env python3 +"""relax.py -- changed-inventory, fixed-capacity fractional relaxation (upper bound on the complex endpoint) +for an ARBITRARY per-call local profile and per-call helper-width inventory, with exact rational verification. + +Model (everything per replica; the fractional cap is independent of T): + * bins: every replica has 112 ports x 18 idle children; the child capacities (ranks) come from the + T37 template: 6 children of capacity 8, 4 of 16, 4 of 32, 4 of 48 -> bins {8:672, 16:448, 32:448, 48:448}. + * roles: every call hosts all its helpers; a helper of width w occupies w consecutive units of ONE bin; + the 9 calls of a replica supply 9*inventory[w] roles of width w per replica (the inventory is per call; + with two providers of different widths pass the call-weighted average, a Fraction is fine). + * pattern catalogue: every multiset of widths with sum <= capacity ("bounded count-vector enumeration"); + the bin then pays ONE idle child of rank cap - used (rank 0 = nothing). + * CHRONOLOGY IS IGNORED: no source windows, no per-call family collisions, no "one role per bin per call", + no integrality. A bin pattern count may be fractional. Hence this is an UPPER bound on what any + actual fill of the same inventory can reach, and the bound is NOT a chronological witness. + * local profile is fixed and fully paid: 9 * local[r] children of rank r per replica. + Moment: M_x(b) = (9*sum_r local_r H_r(b) + sum_p x_p H_{r_p}(b)) / (73*896), H_r(b) = r*(73/r)^b, + LP(b): min_x sum_p x_p H_{r_p}(b) s.t. sum_{p in cap c} x_p = bins[c], sum_p n_w(p) x_p = 9*inv[w], x>=0. + cap = the root b of min_x M_x(b) = 1 (g(b) = min_x M_x(b) is increasing). + +Exact verification (same technique as PR2857's audit_relaxation.py, re-implemented): + 1. float bisection with scipy/HiGHS locates b*; the optimal basis B (9 columns) is read off; + 2. x_B = B^-1 rhs exactly (Fractions) -> the primal profile; root bracketed at 10^-25 with the package's + rational interval arithmetic (root.py): M(lo) < 1 < M(hi) -> cap >= lo (x_B is feasible); + 3. dual y(b) = B^-T c_B(b) is an exact rational combination of the H_k(b): the Y matrix of the receipt; + every pattern's reduced cost at b = hi is bracketed with the H enclosures and must be > 0 (or identically 0 + for the tight patterns) -> by weak duality every feasible x has M_x(hi) >= M_{x_B}(hi) > 1 -> cap <= hi. + Reproduces PR2857: cap in [0.001720100805416885927944, 0.001720100805416885927945], 1163 patterns, 11 tight. + +Usage: + python -B relax.py --calibrate + python -B relax.py --inventory '{"4":26,"5":2,"7":62,"8":85,"9":233}' --local '{"1":2397,"2":640,"3":266,"4":128,"5":26,"8":8}' + python -B relax.py --delta-inventory '{"8":1,"9":-1}' --delta-local '{"1":3,"2":-2}' # relative to PR2857 + python -B relax.py --scenarios # the hypothetical table of ROUND.md (one/two 9->8, 8->7, removal) +API: relax(local, inventory, bins=BINS) -> dict (cap_lower, cap_upper, active patterns, idle histogram, dual check, ...) +""" +from fractions import Fraction as Q +from itertools import product +import argparse, json, sys, os +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) +import root as R + +BINS = {8: 672, 16: 448, 32: 448, 48: 448} # bins per replica (112 ports x children per capacity) +LIVE = R.LIVE_PER_REPLICA # 896 +CALLS = R.CALLS_PER_REPLICA # 9 +PR2857_LOCAL = {1: 2394, 2: 642, 3: 266, 4: 128, 5: 26, 8: 8} +PR2857_INV = {4: 26, 5: 2, 7: 62, 8: 84, 9: 234} +PR2857_REALIZED_LOWER = Q('17200966286848326009728/10000000000000000000000000') +PR2857_REALIZED_UPPER = Q('17200966286848326009729/10000000000000000000000000') +PR2857_CAP_UPPER = Q('344020161083377185589/200000000000000000000000') # 0.001720100805416885927945 +PR2848_KAPPA = Q('17186585083049300/10000000000000000000') # 0.0017186585083049300 (incumbent of PR2857's gain) + + +def need(c, m): + if not c: + raise ValueError(m) + + +def patterns(bins, widths): + out = [] + for cap in sorted(bins): + for counts in product(*(range(cap // w + 1) for w in widths)): + used = sum(w * n for w, n in zip(widths, counts)) + if used <= cap: + out.append((cap, counts, cap - used)) + return out + + +def Hfloat(r, b): + import math + return 0.0 if r == 0 else r * (73.0 / r) ** b + + +def lp_min(pats, caps, widths, rhs, b): + """float LP at saving b: returns (optimal value, x, duals y).""" + import numpy as np + from scipy.optimize import linprog + c = np.array([Hfloat(r, b) for cap, counts, r in pats]) + A = np.zeros((len(caps) + len(widths), len(pats))) + for j, (cap, counts, r) in enumerate(pats): + A[caps.index(cap), j] = 1.0 + for i, n in enumerate(counts): + if n: + A[len(caps) + i, j] = n + res = linprog(c, A_eq=A, b_eq=np.array([float(v) for v in rhs]), bounds=(0, None), method='highs') + need(res.status == 0, 'LP infeasible or failed: ' + res.message) + return res.fun, res.x, res.eqlin.marginals, A + + +def rat_inverse(Bm): + n = len(Bm) + M = [row[:] + [Q(int(i == j)) for j in range(n)] for i, row in enumerate(Bm)] + for col in range(n): + piv = next((r for r in range(col, n) if M[r][col] != 0), None) + need(piv is not None, 'singular basis') + M[col], M[piv] = M[piv], M[col] + f = M[col][col] + M[col] = [v / f for v in M[col]] + for r in range(n): + if r != col and M[r][col] != 0: + g = M[r][col] + M[r] = [a - g * bb for a, bb in zip(M[r], M[col])] + return [row[n:] for row in M] + + +def rat_rank(cols): + """rank of a list of rational column vectors""" + rows = [list(c) for c in cols] + rank = 0 + ncol = len(rows[0]) if rows else 0 + for col in range(ncol): + piv = next((r for r in range(rank, len(rows)) if rows[r][col] != 0), None) + if piv is None: + continue + rows[rank], rows[piv] = rows[piv], rows[rank] + for r in range(len(rows)): + if r != rank and rows[r][col] != 0: + g = rows[r][col] / rows[rank][col] + rows[r] = [a - g * bb for a, bb in zip(rows[r], rows[rank])] + rank += 1 + return rank + + +def column(pat, caps, widths): + cap, counts, r = pat + return [Q(int(cap == c)) for c in caps] + [Q(n) for n in counts] + + +def relax(local, inventory, bins=BINS, digits=25, verbose=False): + local = {int(r): Q(n) for r, n in local.items() if Q(n) != 0} + inventory = {int(w): Q(n) for w, n in inventory.items() if Q(n) != 0} + need(all(n > 0 for n in local.values()) and all(n > 0 for n in inventory.values()), 'positive local/inventory') + widths = sorted(inventory) + caps = sorted(bins) + pats = patterns(bins, widths) + rhs = [Q(bins[c]) for c in caps] + [CALLS * inventory[w] for w in widths] + local_rep = {r: CALLS * n for r, n in local.items()} + total_cap = sum(c * bins[c] for c in caps) + inv_mass = sum(w * inventory[w] for w in widths) * CALLS + local_mass = sum(r * n for r, n in local_rep.items()) + idle_mass = total_cap - inv_mass + need(idle_mass >= 0, 'inventory exceeds bin capacity') + mass_ok = (local_mass + idle_mass == R.MASS_PER_REPLICA) + + # --- 1. float bisection on b + import numpy as np + def gfloat(b): + val, x, y, A = lp_min(pats, caps, widths, rhs, b) + loc = sum(float(n) * Hfloat(r, b) for r, n in local_rep.items()) + return (loc + val) / (73 * LIVE) - 1.0, x, y + lo, hi = 0.0, 0.01 + g_lo, _, _ = gfloat(lo) + g_hi, _, _ = gfloat(hi) + need(g_lo < 0 < g_hi, 'root window [0, 0.01] does not bracket the cap') + for _ in range(64): + mid = (lo + hi) / 2 + g, x, y = gfloat(mid) + if g < 0: + lo = mid + else: + hi = mid + b_star = (lo + hi) / 2 + g, x, y, = gfloat(b_star) + val, x, y, A = lp_min(pats, caps, widths, rhs, b_star) + + # --- 2. basis: support of x, completed by tight (zero reduced cost) columns to full rank + c = np.array([Hfloat(r, b_star) for cap, counts, r in pats]) + rc = c - A.T @ y + order = sorted(range(len(pats)), key=lambda j: (0 if x[j] > 1e-9 else 1, abs(float(rc[j])), -float(x[j]))) + basis = [] + cols = [] + for j in order: + if len(basis) == len(rhs): + break + if x[j] <= 1e-9 and abs(rc[j]) > 1e-7: + continue + col = column(pats[j], caps, widths) + if rat_rank(cols + [col]) > len(cols): + basis.append(j) + cols.append(col) + need(len(basis) == len(rhs), 'could not complete an optimal basis (degenerate LP); %d of %d' % (len(basis), len(rhs))) + Bm = [[cols[k][i] for k in range(len(basis))] for i in range(len(rhs))] # rows = constraints + Binv = rat_inverse(Bm) + xB = [sum(Binv[k][i] * rhs[i] for i in range(len(rhs))) for k in range(len(basis))] + need(all(v >= 0 for v in xB), 'basis not primal feasible') + active = [(pats[j], xB[k]) for k, j in enumerate(basis) if xB[k] > 0] + idle = {} + for (cap, counts, r), n in active: + if r: + idle[r] = idle.get(r, 0) + n + full = dict(local_rep) + for r, n in idle.items(): + full[r] = full.get(r, 0) + n + cap_lo, cap_hi = R.root_bracket(full, LIVE, digits, check_mass_T=1 if mass_ok else None) + + # --- 3. exact dual in the H basis: y_j(b) = sum_k (B^-T)_{j,k} H_{r_k}(b) + ranks = sorted({r for cap, counts, r in pats if r}) + # (B^-T)_{j,k} = Binv[k][j] + Y = {j: {} for j in range(len(rhs))} + for j in range(len(rhs)): + for k, pj in enumerate(basis): + r = pats[pj][2] + if r == 0 or Binv[k][j] == 0: + continue + Y[j][r] = Y[j].get(r, 0) + Binv[k][j] + Hhi = {r: R.H(r, cap_hi) for r in ranks} + tight = [] + strict = 0 + min_slack = None + for p in pats: + cap, counts, r = p + a = column(p, caps, widths) + coeff = {} + if r: + coeff[r] = Q(1) + for j in range(len(rhs)): + if a[j] == 0: + continue + for k, v in Y[j].items(): + coeff[k] = coeff.get(k, 0) - a[j] * v + coeff = {k: v for k, v in coeff.items() if v != 0} + if not coeff: + tight.append(p) + continue + lower = sum(v * (Hhi[k][0] if v > 0 else Hhi[k][1]) for k, v in coeff.items()) + need(lower > 0, 'dual sign failure for pattern %s (reduced-cost lower bound %s)' % (str(p), str(lower))) + strict += 1 + min_slack = lower if min_slack is None else min(min_slack, lower) + dual_obj = sum(rhs[j] * sum(v * Hhi[k][0] for k, v in Y[j].items()) for j in range(len(rhs))) # not needed for the proof, informational + dual_rows = ['cap%d' % c for c in caps] + ['w%d' % w for w in widths] + return dict( + status='PASS_EXACT_RELAXATION_CAP' if mass_ok else 'PASS_EXACT_RELAXATION_CAP_MASS_NOT_65088', + cap_lower=str(cap_lo), cap_upper=str(cap_hi), cap_lower_decimal=R.mpmath_str(cap_lo, digits), cap_upper_decimal=R.mpmath_str(cap_hi, digits), + patterns=len(pats), tight_patterns=len(tight), strict_patterns=strict, minimum_slack_lower=str(min_slack), + basis_patterns=[dict(capacity=pats[j][0], widths=[w for w, n in zip(widths, pats[j][1]) for _ in range(n)], count_per_replica=str(xB[k])) for k, j in enumerate(basis)], + tight_pattern_list=[dict(capacity=p[0], widths=[w for w, n in zip(widths, p[1]) for _ in range(n)]) for p in tight], + idle_per_replica={str(r): str(n) for r, n in sorted(idle.items())}, + idle_mass_per_replica=str(idle_mass), local_mass_per_replica=str(local_mass), rank_mass_per_replica=str(local_mass + idle_mass), rank_mass_identity=mass_ok, + dual_Y={dual_rows[j]: {str(k): str(v) for k, v in sorted(Y[j].items())} for j in range(len(rhs))}, + inventory_per_call={str(w): str(inventory[w]) for w in widths}, local_per_call={str(r): str(n) for r, n in sorted(local.items())}, bins_per_replica=bins, + delta_vs_PR2857_realized=dict(lower=str(cap_lo - PR2857_REALIZED_UPPER), upper=str(cap_hi - PR2857_REALIZED_LOWER), float=float(cap_lo - PR2857_REALIZED_LOWER)), + delta_vs_PR2857_cap=dict(float=float(cap_lo - PR2857_CAP_UPPER)), + assumptions='fixed capacities 8/16/32/48 (112 ports x 6/4/4/4 children per replica), all count-vector patterns with sum<=cap, one idle child of rank cap-used per bin, chronology/windows/collisions/integrality ignored, local profile fully paid; upper bound on any actual fill of this inventory, not a witness', + ) + + +def scenarios(): + base_local, base_inv = PR2857_LOCAL, PR2857_INV + def mod(dl, di): + l = {r: base_local.get(r, 0) + dl.get(r, 0) for r in set(base_local) | set(dl)} + i = {w: base_inv.get(w, 0) + di.get(w, 0) for w in set(base_inv) | set(di)} + return {r: n for r, n in l.items() if n}, {w: n for w, n in i.items() if n} + table = [ + ('PR2857 actual (calibration)', {}, {}), + ('one more 9->8 at PR2857 cost {1:+3,2:-2}', {1: 3, 2: -2}, {8: 1, 9: -1}), + ('one more 9->8 at PR2853 cost {1:+5,2:-3}', {1: 5, 2: -3}, {8: 1, 9: -1}), + ('one more 9->8 at minimal cost {1:+1,2:-1}', {1: 1, 2: -1}, {8: 1, 9: -1}), + ('two more 9->8 at PR2857 cost {1:+6,2:-4}', {1: 6, 2: -4}, {8: 2, 9: -2}), + ('four more 9->8 at PR2857 cost {1:+12,2:-8}', {1: 12, 2: -8}, {8: 4, 9: -4}), + ('one 8->7 at PR2857-like cost {1:+3,2:-2}', {1: 3, 2: -2}, {7: 1, 8: -1}), + ('one 8->7 at minimal cost {1:+1,2:-1}', {1: 1, 2: -1}, {7: 1, 8: -1}), + ('one 9->7 (two units) at cost {1:+6,2:-4}', {1: 6, 2: -4}, {7: 1, 9: -1}), + ('remove one width-9 helper, its 9 one-dim climbs vanish {1:-9}', {1: -9}, {9: -1}), + ('remove one width-9 helper paying {1:-7,2:-1}', {1: -7, 2: -1}, {9: -1}), + ('remove one width-8 helper {1:-8}', {1: -8}, {8: -1}), + ('remove one width-4 helper {1:-4}', {1: -4}, {4: -1}), + ('local only: +1 H1 -1 H2 per call (mass -1, inventory unchanged: NOT a legal word, derivative probe)', {1: 1, 2: -1}, {}), + ('local only: -1 H1 per call (mass -1, derivative probe)', {1: -1}, {}), + ('local only: 2 H1 -> 1 H2 per call (mass neutral)', {1: -2, 2: 1}, {}), + ('local only: 1 H3 -> 1 H1 + 1 H2 per call (mass neutral)', {3: -1, 1: 1, 2: 1}, {}), + ] + out = [] + for name, dl, di in table: + l, i = mod(dl, di) + try: + r = relax(l, i) + row = dict(scenario=name, delta_local=dl, delta_inventory=di, cap_lower=r['cap_lower_decimal'], cap_upper=r['cap_upper_decimal'], + gain_vs_PR2857_realized_float=r['delta_vs_PR2857_realized']['float'], gain_vs_PR2857_cap_float=r['delta_vs_PR2857_cap']['float'], + tight=r['tight_patterns'], patterns=r['patterns'], idle_per_replica=r['idle_per_replica'], basis=r['basis_patterns'], rank_mass_identity=r['rank_mass_identity'], status=r['status']) + except Exception as e: # noqa + row = dict(scenario=name, delta_local=dl, delta_inventory=di, error=str(e)) + out.append(row) + print('%-95s cap<= %s gain vs realized %+.4e vs cap %+.4e %s' % (name, row.get('cap_upper', '?'), row.get('gain_vs_PR2857_realized_float', float('nan')), row.get('gain_vs_PR2857_cap_float', float('nan')), row.get('error', '')), file=sys.stderr, flush=True) + return out + + +def main(): + ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument('--calibrate', action='store_true') + ap.add_argument('--scenarios', action='store_true') + ap.add_argument('--inventory', help='JSON per-call {width: count}') + ap.add_argument('--local', help='JSON per-call {rank: count}') + ap.add_argument('--delta-inventory', help='JSON {width: +-count} relative to PR2857') + ap.add_argument('--delta-local', help='JSON {rank: +-count} relative to PR2857') + ap.add_argument('--digits', type=int, default=25) + ap.add_argument('--out') + a = ap.parse_args() + if a.calibrate: + r = relax(PR2857_LOCAL, PR2857_INV, digits=a.digits) + r['reproduces_PR2857_cap_lower'] = (Q(r['cap_lower']) == Q('215012600677110740993/125000000000000000000000')) + r['bracket_inside_PR2857_bracket'] = (Q(r['cap_lower']) >= Q('215012600677110740993/125000000000000000000000') and Q(r['cap_upper']) <= PR2857_CAP_UPPER) + r['reproduces_PR2857_cap_upper_at_24_digits'] = (relax(PR2857_LOCAL, PR2857_INV, digits=24)['cap_upper'] == str(PR2857_CAP_UPPER)) + r['reproduces_PR2857_pattern_count_1163'] = (r['patterns'] == 1163) + r['reproduces_PR2857_11_tight_1152_strict'] = (r['tight_patterns'] == 11 and r['strict_patterns'] == 1152) + res = r + elif a.scenarios: + res = scenarios() + else: + local = dict(PR2857_LOCAL) + inv = dict(PR2857_INV) + if a.local: + local = {int(k): Q(v) for k, v in json.loads(a.local).items()} + if a.inventory: + inv = {int(k): Q(v) for k, v in json.loads(a.inventory).items()} + if a.delta_local: + for k, v in json.loads(a.delta_local).items(): + local[int(k)] = local.get(int(k), 0) + Q(v) + if a.delta_inventory: + for k, v in json.loads(a.delta_inventory).items(): + inv[int(k)] = inv.get(int(k), 0) + Q(v) + res = relax({k: v for k, v in local.items() if v}, {k: v for k, v in inv.items() if v}, digits=a.digits) + s = json.dumps(res, indent=1, sort_keys=True, default=str) + if a.out: + open(a.out, 'w').write(s) + print(s) + + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/tools/relax_exact.py b/research/rank7-restore-carrier-skips/tools/relax_exact.py new file mode 100644 index 0000000000..0be97756bb --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/relax_exact.py @@ -0,0 +1,108 @@ +#!/usr/bin/env python3 +"""relax_exact.py -- Fractions-only verification of a stored optimal basis of the changed-inventory +fixed-capacity fractional relaxation (relax.py), without scipy. + +relax.py locates the optimal basis with a float LP (scipy/HiGHS) and then certifies it exactly. This module +performs only the exact part, from a stored list of basis patterns: + 1. x_B = B^-1 rhs (exact rationals), x_B >= 0: the basic solution is feasible, so the cap is at least the + root of its complete profile (root.py bracket at 10^-digits); + 2. the dual y(b) = B^-T c_B(b) is an exact rational combination of the H_k(b); every one of the capacity- + feasible patterns has reduced cost > 0 (or identically 0) at b = hi, so by weak duality every feasible x + has moment >= 1 at hi: the cap is at most hi. +The bins, pattern catalogue, moment model and interval arithmetic are relax.py's / root.py's (imported). + +Marius-Paul Dumitrean, prepared with substantial AI assistance (Anthropic Claude, via Claude Code). Apache-2.0. +""" +from fractions import Fraction as Q +import os, sys +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) +import root as R +import relax as X + + +def need(c, m): + if not c: + raise ValueError(m) + + +def pattern_of(entry, widths, bins): + cap = int(entry['capacity']) + need(cap in bins, 'basis pattern capacity %r is not a bin capacity' % cap) + counts = tuple(list(entry['widths']).count(w) for w in widths) + need(sum(counts) == len(entry['widths']), 'basis pattern uses a width outside the inventory: %r' % (entry,)) + used = sum(w * n for w, n in zip(widths, counts)) + need(used <= cap, 'basis pattern exceeds its capacity') + return (cap, counts, cap - used) + + +def verify_basis(local, inventory, basis_patterns, bins=X.BINS, digits=25): + local = {int(r): Q(n) for r, n in local.items() if Q(n) != 0} + inventory = {int(w): Q(n) for w, n in inventory.items() if Q(n) != 0} + need(all(n > 0 for n in local.values()) and all(n > 0 for n in inventory.values()), 'positive local/inventory') + widths = sorted(inventory) + caps = sorted(bins) + pats = X.patterns(bins, widths) + patset = set(pats) + rhs = [Q(bins[c]) for c in caps] + [X.CALLS * inventory[w] for w in widths] + local_rep = {r: X.CALLS * n for r, n in local.items()} + total_cap = sum(c * bins[c] for c in caps) + inv_mass = sum(w * inventory[w] for w in widths) * X.CALLS + local_mass = sum(r * n for r, n in local_rep.items()) + idle_mass = total_cap - inv_mass + need(idle_mass >= 0, 'inventory exceeds bin capacity') + mass_ok = (local_mass + idle_mass == R.MASS_PER_REPLICA) + basis = [pattern_of(e, widths, bins) for e in basis_patterns] + need(len(basis) == len(rhs), 'basis must have exactly %d patterns' % len(rhs)) + need(all(p in patset for p in basis), 'basis pattern outside the catalogue') + need(len(set(basis)) == len(basis), 'repeated basis pattern') + cols = [X.column(p, caps, widths) for p in basis] + need(X.rat_rank(cols) == len(rhs), 'basis columns are linearly dependent') + Bm = [[cols[k][i] for k in range(len(basis))] for i in range(len(rhs))] + Binv = X.rat_inverse(Bm) + xB = [sum(Binv[k][i] * rhs[i] for i in range(len(rhs))) for k in range(len(basis))] + need(all(v >= 0 for v in xB), 'basis not primal feasible (negative basic variable)') + for e, v in zip(basis_patterns, xB): + if 'count_per_replica' in e: + need(Q(e['count_per_replica']) == v, 'stored basic count differs from B^-1 rhs: %r' % (e,)) + idle = {} + for p, n in zip(basis, xB): + if p[2] and n: + idle[p[2]] = idle.get(p[2], 0) + n + full = dict(local_rep) + for r, n in idle.items(): + full[r] = full.get(r, 0) + n + cap_lo, cap_hi = R.root_bracket(full, X.LIVE, digits, check_mass_T=1 if mass_ok else None) + ranks = sorted({r for cap, counts, r in pats if r}) + Y = {j: {} for j in range(len(rhs))} + for j in range(len(rhs)): + for k, p in enumerate(basis): + r = p[2] + if r == 0 or Binv[k][j] == 0: + continue + Y[j][r] = Y[j].get(r, 0) + Binv[k][j] + Hhi = {r: R.H(r, cap_hi) for r in ranks} + tight = strict = 0 + min_slack = None + for p in pats: + a = X.column(p, caps, widths) + coeff = {} + if p[2]: + coeff[p[2]] = Q(1) + for j in range(len(rhs)): + if a[j] == 0: + continue + for k, v in Y[j].items(): + coeff[k] = coeff.get(k, 0) - a[j] * v + coeff = {k: v for k, v in coeff.items() if v != 0} + if not coeff: + tight += 1 + continue + lower = sum(v * (Hhi[k][0] if v > 0 else Hhi[k][1]) for k, v in coeff.items()) + need(lower > 0, 'dual sign failure for pattern %s (reduced-cost lower bound %s)' % (str(p), str(lower))) + strict += 1 + min_slack = lower if min_slack is None else min(min_slack, lower) + return dict(status='PASS_EXACT_RELAXATION_CAP' if mass_ok else 'PASS_EXACT_RELAXATION_CAP_MASS_NOT_65088', + cap_lower=str(cap_lo), cap_upper=str(cap_hi), patterns=len(pats), tight_patterns=tight, + strict_patterns=strict, minimum_slack_lower=str(min_slack), rank_mass_identity=mass_ok, + idle_per_replica={str(r): str(n) for r, n in sorted(idle.items())}, + basic_counts=[str(v) for v in xB]) diff --git a/research/rank7-restore-carrier-skips/tools/root.py b/research/rank7-restore-carrier-skips/tools/root.py new file mode 100644 index 0000000000..bd6dc2eb4e --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/root.py @@ -0,0 +1,254 @@ +#!/usr/bin/env python3 +"""root.py -- exact (rational-bracketed) complex endpoint kappa from a complete global profile. + +The T-replica network has 9*T calls, live width W = 896*T, base m = 73. A complete paid profile +{rank: count} (local jumps of all calls + idle/remainder children of all bins) has the moment + + M(b) = sum_r count_r * r * (73/r)^b / (73 * W) (= audit_owners.moment(profile, b, W)) + +which is increasing in b; the complex endpoint is the root M(b) = 1. PR2857's headline is +floor(root_lower, 24 digits) - 1e-46 - 1e-70; PR2853/PR2833's headlines are their roots - O(1e-3022). +The rational interval arithmetic (log via atanh series, exp via Taylor, outward rounding at 10^-45) +is the package's own, so the brackets coincide exactly with the independent audits. + +Rank-mass identity for a complete profile: sum_r r*count_r = 65088*T (= (73-1)*896*T + 64*9*T). + +Usage: + python -B root.py --calibrate # PR2857 / PR2853 / PR2833 reproduction + python -B root.py --profile '{"1":805860,...}' --T 37 [--delta '{"1":9,"2":-9}'] [--digits 25] + python -B root.py --profile-file PROFILE.json --T 37 --table # per-rank derivative table +API: + kappa_from_profile(profile, T, digits=25) -> (lo, hi) exact Fractions, M(lo)<1 dict with new bracket and exact gain interval + derivatives(profile, T) -> {rank: dkappa/dcount_r} (mpmath, 40 digits) +""" +from fractions import Fraction as Q +from functools import lru_cache +import argparse, json, sys + +M_BASE = 73 +LIVE_PER_REPLICA = 896 +CALLS_PER_REPLICA = 9 +MASS_PER_REPLICA = (M_BASE - 1) * LIVE_PER_REPLICA + 64 * CALLS_PER_REPLICA # 65088 +SCALE = 10 ** 45 + + +def need(c, m): + if not c: + raise ValueError(m) + + +@lru_cache(None) +def logarithm(x): + """Rational enclosure of log(x), x >= 1 (package arithmetic, outward rounding 10^-45).""" + need(x >= 1, 'log argument') + k = 0 + while x >= 2: + x /= 2 + k += 1 + + def unit(y): + z = (y - 1) / (y + 1) + power = z + total = Q(0) + for j in range(100): + total += power / (2 * j + 1) + power *= z * z + total *= 2 + tail = 2 * power / (201 * (1 - z * z)) + return total, total + tail + + lo, hi = unit(x) + l2, h2 = unit(Q(2)) + lo += k * l2 + hi += k * h2 + return Q((lo * SCALE).__floor__(), SCALE), Q((hi * SCALE).__ceil__(), SCALE) + + +def exponential(x): + need(0 <= x < 1, 'exp argument') + term = total = Q(1) + for j in range(1, 19): + term *= x / j + total += term + tail = term * x / 19 / (1 - x / 20) + return total, total + tail + + +def H(rank, b): + """Enclosure of H_r(b) = r*(73/r)^b (the moment of one rank-r child times 73).""" + l, h = logarithm(Q(M_BASE, rank)) + return rank * exponential(b * l)[0], rank * exponential(b * h)[1] + + +def moment(profile, b, W): + """Enclosure of sum_r count_r * r * (73/r)^b / (73*W); counts may be Fractions (>=0).""" + lo = hi = Q(0) + for rank, count in profile.items(): + if count == 0: + continue + need(0 < rank < M_BASE and count > 0, 'child profile') + e0, e1 = H(rank, b) + lo += Q(count) * e0 / (M_BASE * W) + hi += Q(count) * e1 / (M_BASE * W) + return Q((lo * SCALE).__floor__(), SCALE), Q((hi * SCALE).__ceil__(), SCALE) + + +def normalize(profile): + out = {} + for r, n in profile.items(): + r = int(r) + n = Q(n) if not isinstance(n, int) else n + if n: + out[r] = out.get(r, 0) + n + return out + + +def rank_mass(profile): + return sum(r * Q(n) for r, n in normalize(profile).items()) + + +def root_bracket(profile, W, digits=25, check_mass_T=None): + """Bisection on the grid 10^-digits: returns (lo, hi) with M(lo) < 1 < M(hi) certified.""" + profile = normalize(profile) + if check_mass_T is not None: + need(rank_mass(profile) == MASS_PER_REPLICA * check_mass_T, 'rank-mass identity (incomplete profile?)') + G = 10 ** digits + low, high = 0, G // 100 + need(moment(profile, Q(low, G), W)[1] < 1 < moment(profile, Q(high, G), W)[0], 'root initial interval') + while high - low > 1: + mid = (low + high) // 2 + a, b = moment(profile, Q(mid, G), W) + if b < 1: + low = mid + elif a > 1: + high = mid + else: + raise ValueError('root interval precision exhausted at %d digits' % digits) + return Q(low, G), Q(high, G) + + +def kappa_from_profile(profile, T, digits=25, strict_mass=True): + """Exact bracket of the complex endpoint for a complete global profile of a T-replica network.""" + return root_bracket(profile, LIVE_PER_REPLICA * T, digits, T if strict_mass else None) + + +def add_profiles(a, b, scale_b=1): + out = dict(normalize(a)) + for r, n in normalize(b).items(): + out[r] = out.get(r, 0) + scale_b * n + need(out[r] >= 0, 'negative count at rank %d' % r) + if out[r] == 0: + del out[r] + return out + + +def delta_value(profile, T, delta, digits=25, strict_mass=True): + """Value (exact root brackets) of changing the complete profile by delta = {rank: +-count}.""" + base = kappa_from_profile(profile, T, digits, strict_mass) + newp = add_profiles(profile, delta) + mass_ok = rank_mass(newp) == MASS_PER_REPLICA * T + new = kappa_from_profile(newp, T, digits, strict_mass and mass_ok) + return dict(base_lower=str(base[0]), base_upper=str(base[1]), new_lower=str(new[0]), new_upper=str(new[1]), + gain_lower=str(new[0] - base[1]), gain_upper=str(new[1] - base[0]), + gain_float=float((new[0] + new[1] - base[0] - base[1]) / 2), new_profile={str(r): str(n) for r, n in sorted(newp.items())}, + new_rank_mass_identity=mass_ok, note=None if mass_ok else 'delta breaks the rank-mass identity: a derivative probe, not a complete legal profile (a legal word change moves local mass and inventory/idle mass together)') + + +def derivatives(profile, T, b=None): + """dkappa/dcount_r (per single child of rank r) by the implicit function theorem, mpmath 40 digits.""" + import mpmath + mpmath.mp.dps = 40 + profile = normalize(profile) + W = LIVE_PER_REPLICA * T + if b is None: + lo, hi = kappa_from_profile(profile, T, strict_mass=False) + b = (lo + hi) / 2 + b = mpmath.mpf(b.numerator) / b.denominator + dMdb = mpmath.mpf(0) + for r, n in profile.items(): + dMdb += mpmath.mpf(n) * r * mpmath.power(mpmath.mpf(M_BASE) / r, b) * mpmath.log(mpmath.mpf(M_BASE) / r) / (M_BASE * W) + out = {} + for r in range(1, M_BASE): + dMdn = r * mpmath.power(mpmath.mpf(M_BASE) / r, b) / (M_BASE * W) + out[r] = -dMdn / dMdb + return out, b + + +def fmt(x, nd=28): + return mpmath_str(x, nd) + + +def mpmath_str(x, nd): + import mpmath + mpmath.mp.dps = nd + 5 + return mpmath.nstr(mpmath.mpf(x.numerator) / x.denominator if isinstance(x, Q) else x, nd) + + +CALIBRATION = { + 'PR2857': dict(T=37, profile={1: 805860, 2: 213786, 3: 91775, 4: 42624, 5: 13098, 8: 2664, 9: 1, 48: 13379}, + expected_lower='17200966286848326009728/10000000000000000000000000', + expected_upper='17200966286848326009729/10000000000000000000000000', + headline='0.001720096628684832600972 - 1e-46 - 1e-70 (CLAIM.json)'), + 'PR2853': dict(T=74, profile={1: 1616713, 2: 424908, 3: 183207, 4: 85249, 5: 26625, 6: 58, 7: 3, 8: 5328, 32: 47, 48: 26703}, + headline='0.00171937765869758665904733841726077218140089564514 (outer/OUTER-CLAIM.json, = C - 1e-3046 - 1e-3022)'), + 'PR2833': dict(T=74, profile={1: 1603728, 2: 432900, 3: 183683, 4: 85248, 5: 26862, 8: 5328, 9: 1, 48: 26625}, + headline='0.00171865743716685595569345761432428040996497469293 (outer/OUTER-CLAIM.json)'), +} + + +def calibrate(digits=25): + results = {} + for name, c in CALIBRATION.items(): + lo, hi = kappa_from_profile(c['profile'], c['T'], digits) + row = dict(T=c['T'], profile=c['profile'], lower=str(lo), upper=str(hi), lower_decimal=mpmath_str(lo, digits), + upper_decimal=mpmath_str(hi, digits), headline=c['headline'], rank_mass=str(rank_mass(c['profile']))) + if 'expected_lower' in c: + row['reproduces_package_bracket'] = (lo == Q(c['expected_lower']) and hi == Q(c['expected_upper'])) + else: + head = c['headline'].split(' ')[0] + row['headline_inside_bracket'] = (Q(head) >= lo - Q(1, 10 ** 22)) and (Q(head) <= hi) + dec = mpmath_str(lo, digits) + k = 0 + while k < min(len(dec), len(head)) and dec[k] == head[k]: + k += 1 + row['matches_headline_to_digits'] = k - 2 # decimals in common ('0.' excluded) + results[name] = row + return results + + +def main(): + ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument('--calibrate', action='store_true') + ap.add_argument('--profile', help='JSON {rank: count}') + ap.add_argument('--profile-file') + ap.add_argument('--T', type=int, default=37) + ap.add_argument('--delta', help='JSON {rank: +-count} (complete-profile change, e.g. 9*T per-call units)') + ap.add_argument('--per-call-delta', help='JSON {rank: +-count per call}; multiplied by 9*T') + ap.add_argument('--digits', type=int, default=25) + ap.add_argument('--table', action='store_true', help='print per-rank derivative table') + ap.add_argument('--no-mass-check', action='store_true') + a = ap.parse_args() + if a.calibrate: + print(json.dumps(calibrate(a.digits), indent=1, sort_keys=True)) + return + profile = json.loads(a.profile) if a.profile else json.load(open(a.profile_file)) + profile = {int(k): (int(v) if str(v).lstrip('-').isdigit() else Q(v)) for k, v in profile.items()} + strict = not a.no_mass_check + lo, hi = kappa_from_profile(profile, a.T, a.digits, strict) + out = dict(T=a.T, W=LIVE_PER_REPLICA * a.T, lower=str(lo), upper=str(hi), lower_decimal=mpmath_str(lo, a.digits), + rank_mass=str(rank_mass(profile))) + if a.delta or a.per_call_delta: + d = {int(k): int(v) for k, v in json.loads(a.delta or a.per_call_delta).items()} + if a.per_call_delta: + d = {k: v * CALLS_PER_REPLICA * a.T for k, v in d.items()} + out['delta'] = delta_value(profile, a.T, d, a.digits, strict) + if a.table: + der, b = derivatives(profile, a.T) + out['derivative_per_child'] = {str(r): mpmath_str(v, 12) for r, v in der.items() if r in profile or r <= 9 or r == 48} + out['derivative_per_call_unit'] = {str(r): mpmath_str(v * CALLS_PER_REPLICA * a.T, 12) for r, v in der.items() if r in profile or r <= 9 or r == 48} + print(json.dumps(out, indent=1, sort_keys=True)) + + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/tools/wordedit.py b/research/rank7-restore-carrier-skips/tools/wordedit.py new file mode 100644 index 0000000000..e5893496cd --- /dev/null +++ b/research/rank7-restore-carrier-skips/tools/wordedit.py @@ -0,0 +1,102 @@ +# SPDX-License-Identifier: Apache-2.0 +"""wordedit.py -- generic, pure, reproducible BORROW-WORD edit spec (Marius-Paul Dumitrean, with substantial AI +assistance from Claude Code; supersedes our r12 version). + +make_spec(old, new) -> spec : exact diff of two words (A/B/restore/cut/precondition/compensation gate-level edits with + frames; start_extra / helper_final / removed / warps / initial_corrections / report + replacements; cleanup is NOT stored, it is re-derived). +apply_spec(old, spec) -> word : pure producer; re-derives cleanup with the package's word_patch.derive_cleanup and the + restored set taken from the NEW word's helper_final (r12 used restored_of(old cleanup), + which is stale when an edit adds a restored endpoint, e.g. a paired extraction). +Round trip must give apply_spec(old, make_spec(old, new)) == new (checked by `python wordedit.py OLD NEW [SPEC_OUT]`). +Edit indices: deletes use OLD indices, inserts use NEW indices (apply deletes first, then inserts ascending), +matching lane B's EDITS.json convention. Frames are part of every gate (last element), so a re-solved frame on an +otherwise unchanged gate appears as a 'frame' op (index in NEW coordinates after structural edits). +""" +import gzip, json, sys, copy, difflib +from pathlib import Path +sys.path.insert(0, str(Path(__file__).resolve().parent)) +try: + import word_patch as WP # PR2833's helpers (derive_cleanup); found next to this file inside a derived overlay +except ImportError: # standalone use in this package: PR2894's equal derive_cleanup (vendor/preload_move.py) + sys.path.insert(0, str(Path(__file__).resolve().parents[1] / 'vendor')) + import preload_move; sys.modules['word_patch'] = preload_move # noqa: E702 + import word_patch as WP + +GATE_SECTIONS = ('A', 'B', 'restore', 'cut', 'precondition', 'compensation') +FIELD_KEYS = ('warps', 'initial_corrections', 'start_extra', 'helper_final', 'removed', 'report', 'cleanup') + +def load(p): return json.loads(gzip.decompress(Path(p).read_bytes())) +def dump(w, p): Path(p).write_bytes(gzip.compress(json.dumps(w, separators=(',', ':')).encode(), mtime=0)) +def strip(g): return g[:-1] if isinstance(g, list) and g and g[0] in ('add', 'scale') and isinstance(g[-1], list) else g +def key(g): return json.dumps(strip(g)) + +def section_spec(old, new): + sm = difflib.SequenceMatcher(a=[key(g) for g in old], b=[key(g) for g in new], autojunk=False) + deletes, inserts, frames = [], [], [] + for tag, i1, i2, j1, j2 in sm.get_opcodes(): + if tag == 'equal': + for di, (a, b) in enumerate(zip(old[i1:i2], new[j1:j2])): + if a != b: frames.append([j1 + di, b[-1]]) # same gate, new frame (NEW index) + else: + for i in range(i1, i2): deletes.append([i, old[i]]) # OLD indices + for j in range(j1, j2): inserts.append([j, new[j]]) # NEW indices, gate incl. frame + return dict(deletes=deletes, inserts=inserts, frames=frames) + +def apply_section(old, s): + out = [g for i, g in enumerate(old) if i not in {d[0] for d in s['deletes']}] + for j, g in sorted(s['inserts'], key=lambda x: x[0]): out.insert(j, copy.deepcopy(g)) + for j, fr in s['frames']: out[j] = out[j][:-1] + [fr] + return out + +def derive_cleanup(w): + """Inverse-reverse cleanup of w (A without the entry prelude), buffers for every helper_final endpoint.""" + t = copy.deepcopy(w); t['A'] = w['A'][w['prelude_events']:] + return WP.derive_cleanup(t, set(map(int, w['helper_final']))) + +def make_spec(old, new): + spec = {'sections': {}, 'warps': None, 'compensation_removed': [], 'compensation_added': [], + 'initial_corrections': None, 'start_extra': {}, 'start_extra_removed': [], 'helper_final': None, + 'removed': None, 'report': new['report'], 'other': {}} + for sec in GATE_SECTIONS: + if old[sec] != new[sec]: spec['sections'][sec] = section_spec(old[sec], new[sec]) + if old['warps'] != new['warps']: spec['warps'] = new['warps'] + if old['initial_corrections'] != new['initial_corrections']: spec['initial_corrections'] = new['initial_corrections'] + s_ = spec['sections'].get('compensation', {'deletes': [], 'inserts': [], 'frames': []}) + spec['compensation_removed'] = [g for _, g in s_['deletes']]; spec['compensation_added'] = [g for _, g in s_['inserts']] + for k, v in new['start_extra'].items(): + if old['start_extra'].get(k) != v: spec['start_extra'][k] = v + spec['start_extra_removed'] = [k for k in old['start_extra'] if k not in new['start_extra']] + if old['helper_final'] != new['helper_final']: spec['helper_final'] = new['helper_final'] + if old['removed'] != new['removed']: spec['removed'] = new['removed'] + for k in new: + if k not in GATE_SECTIONS + FIELD_KEYS and old.get(k) != new[k]: + spec['other'][k] = new[k] + return spec + +def apply_spec(old, spec): + w = copy.deepcopy(old) + for sec, s in spec['sections'].items(): w[sec] = apply_section(w[sec], s) + if spec.get('warps') is not None: w['warps'] = copy.deepcopy(spec['warps']) + if spec.get('initial_corrections') is not None: w['initial_corrections'] = copy.deepcopy(spec['initial_corrections']) + # compensation is edited positionally through spec['sections']['compensation'] (order-exact) + for k in spec['start_extra_removed']: w['start_extra'].pop(k, None) + for k, v in spec['start_extra'].items(): w['start_extra'][k] = v + if spec.get('helper_final') is not None: w['helper_final'] = copy.deepcopy(spec['helper_final']) + if spec.get('removed') is not None: w['removed'] = copy.deepcopy(spec['removed']) + for k, v in spec['other'].items(): w[k] = copy.deepcopy(v) + w['report'] = copy.deepcopy(spec['report']) + w['cleanup'] = derive_cleanup(w) + return w + +if __name__ == '__main__': + old, new = load(sys.argv[1]), load(sys.argv[2]) + spec = make_spec(old, new) + rebuilt = apply_spec(old, spec) + diff = [k for k in new if rebuilt.get(k) != new[k]] + summary = {sec: {k: len(v) for k, v in s.items()} for sec, s in spec['sections'].items()} + print(json.dumps(dict(roundtrip_exact=(not diff and set(rebuilt) == set(new)), differing_keys=diff, sections=summary, + comp_removed=len(spec['compensation_removed']), comp_added=len(spec['compensation_added']), + start_extra=spec['start_extra'], helper_final_changed=spec['helper_final'] is not None, + buffers=len(new['helper_final']), report=spec['report']))) + if len(sys.argv) > 3: Path(sys.argv[3]).write_text(json.dumps(spec, indent=1)) diff --git a/research/rank7-restore-carrier-skips/vendor/audit_local.py b/research/rank7-restore-carrier-skips/vendor/audit_local.py new file mode 100644 index 0000000000..8224873d04 --- /dev/null +++ b/research/rank7-restore-carrier-skips/vendor/audit_local.py @@ -0,0 +1,501 @@ +"""Independent exact scalar/frame audit of the changed forward supplier. + +This does not import a generator, builder, stored compensation, or price. +All claimed endpoint matrices are derived from the input word's gates. +Optional --main checks the transported boundary against the pinned parent. +Prepared for icekylinx with OpenAI GPT-6 Astra assistance. Apache-2.0. +""" +import argparse,gzip,json,hashlib,time +from pathlib import Path +from fractions import Fraction as F +from collections import Counter + +def require(x,label): + if not x:raise RuntimeError(label) + +def basis(vs): + piv={} + for a in vs: + while a: + bit=a.bit_length()-1 + if bit in piv:a^=piv[bit] + else: + piv[bit]=a;break + for k in sorted(piv): + for j in piv: + if j>k and piv[j]>>k&1:piv[j]^=piv[k] + return tuple(piv[k] for k in sorted(piv,reverse=True)) + +def contained(a,b):return basis(a+b)==b + +def registers(e):return e[1:3] if e[0]=='add' else e[1:2] + +def apply(e,rows,dual=False): + if e[0]=='add': + t,s=e[1:3];q=F(e[3],e[4]);require(t!=s,'self add') + if dual:t,s,q=s,t,-q + dst=rows[t] + for k,x in list(rows[s].items()): + a=dst.get(k,F(0))+q*x + if a:dst[k]=a + else:dst.pop(k,None) + elif e[0]=='scale': + t=e[1];q=F(e[2],e[3]);require(q!=0,'zero scale') + if dual:q=1/q + rows[t]={k:q*x for k,x in rows[t].items()} + else:raise RuntimeError('unknown scalar primitive') + +def invert(e): + r=list(e) + if r[0]=='add':r[3]=-r[3] + else:r[2],r[3]=r[3],r[2] + return r + +def check_parent_interface(word,main): + # Read only the retained boundary data. No builder or local checker is imported. + relative="research/community-k492-audit/pr622/replay/baseline558/complex-global/base/split-centres/CANONICAL-WORD.json.gz" + path=main/relative;raw=path.read_bytes() + require(hashlib.sha256(raw).hexdigest()=="66d3c3c70983224650643a0a05a21ac6c6959f84d0f4528650601016f5a76844",'parent canonical input pin') + parent=json.loads(gzip.decompress(raw)) + tau=lambda x:x^(43 if (x&43).bit_count()%2 else 0) + ports=parent['ports'];v=word['report']['v'] + require(len(ports)==len(set(ports))==v,'parent port count') + require(set(map(tau,word['ports']))==set(ports),'transported source/target ports') + moved={i:ports.index(tau(p)) for i,p in enumerate(word['ports'])} + centers=[moved.get(r,r) for r in word['centers']] + actual=[list(basis([tau(x) for x in frame])) for frame in word['center_frames']] + expected=[parent['frames'][f] for f in parent['center_frames']] + require(len(centers)==len(set(centers))==len(actual)==8,'eight distinct centre carriers') + require(actual==expected and all(len(f)==8 for f in actual),'ordered centre frame interface') + return dict(parent_path=relative,parent_file_sha256=hashlib.sha256(raw).hexdigest(), + transport_tau=43,ordered_frame_bases_match=True,all_ports_match=True, + transported_centers=centers,source_centers=[r for r in centers if r=2*v} + for e in w['precondition']:apply(e,dirt) + compensation=[['add',y,k,-a.numerator,a.denominator,[]] for y in range(v,2*v) for k,a in sorted(dirt[y].items())] + entering=set(map(int,w.get('start_extra',{})));lowends=set(map(int,w.get('helper_final',{}))) + coldends=lowends-entering + require(not any(e[2] in entering for e in compensation),'nonzero entrance response') + require(not any(r in entering|coldends for e in w['precondition']+compensation for r in registers(e)), 'pre-wrapper touch of residual helper') + require(all(e[-1]==[] for e in w['precondition']+compensation),'nonzero frame precondition') + early=w.get('early_cleanup',[]);earlyids={i for i,U in early} + require(len(earlyids)==len(early),'duplicate early cleanup gate') + tail=[w['cleanup'][i][:-1]+[U] for i,U in early] + cleanup=[e for i,e in enumerate(w['cleanup']) if i not in earlyids] + prefix=w['precondition']+compensation+main + program=prefix+tail+cleanup + for dual in (False,True): + actual=ident() + for e in program:apply(e,actual,dual) + expected=ident() + for t in range(v):expected[t if dual else v+t][v+t if dual else t]=F(-1 if dual else 1) + bad=[i for i in range(n) if actual[i]!=expected[i]] + require(not bad,'all-column endpoint failure '+str((dual,bad[:8]))) + print('endpoint', 'dual' if dual else 'forward','PASS',flush=True) + full=basis([1<>=1;i+=1 + return y + +def ginv(cols,h): + # inverse columns over F2 (None if singular), Gauss-Jordan on (G | I) column-wise + piv={}; + for i in range(h): + a=cols[i];b=1<>s&1:a^=piv[s][0];b^=piv[s][1] + if a:return None + pre.append(b) + return pre # pre[t] = G^{-1}(e_t) + +def gtrans(cols,h): + # transpose: column j of G^T = row j of G + return [sum(((cols[i]>>j)&1)< E (used for B-phase warps and for A-phase prelude warps)""" + inv=ginv(cols,h);require(inv is not None,'G not invertible') + require(all(gmul(cols,inv[t])==1<(Gx, (G+G^-T)x + G^-T z) + GiT=gtrans(inv,h) # G^{-T}: columns j = row j of G^{-1} + # G^{-T}(z): via columns GiT + def M(vec): + x=vec&((1<>h + gx=gmul(cols,x);S=gx^gmul(GiT,x) # (G + G^{-T}) x + return gx|((S^gmul(GiT,z))<>h)|((vec&((1<0)-(op<0))*(abs(op)+dsym)) + walg_add(rows[src],row,-c) + return + if e[0]=='warp': + op=e[2];s=(op>0)-(op<0) + if dual:op=s*(abs(op)+dsym) # dual orientation: K_G^{-T} is a distinct free symbol + rows[e[1]]=walg_warp(rows[e[1]],op);return + if e[0]=='add': + t,s=e[1:3];q=F(e[3],e[4]);require(t!=s,'self add') + if dual:t,s,q=s,t,-q + walg_add(rows[t],rows[s],q) + else: + t=e[1];q=F(e[2],e[3]);require(q!=0,'zero scale') + if dual:q=1/q + rows[t]={k:q*x for k,x in rows[t].items()} + +def invert_item(e,full): + if e[0]=='warp':return ['warp',e[1],-e[2]] + r=list(e) + if r[0]=='add':r[3]=-r[3] + else:r[2],r[3]=r[3],r[2] + return r + +def run_borrow(path,out,main,base,w,data,begin): + v,h,R=w['report']['v'],w['report']['h'],w['report']['R'];n=2*v+R + require((v,h)==(112,9),'wrong source geometry') + require(main is None,'--main parent interface is not available for coordinate-changed BORROW-WORD; use --base') + full=basis([1<=2*v,'correction source must be a remaining helper') + require(s not in entering,'correction source has nonzero entrance frame') + require(len(word)>=1 and all(1<=abs(o)<=K for o in word),'correction operator word') + require(c!=0 and c.denominator&(c.denominator-1)==0,'correction coefficient') + # the source is the lender of the operator it is read through + require(all(warps[abs(o)-1][1]==s for o in word),'correction source is not the lender of its operator') + # --- 4. frames: literal chain, monotone, paid profile --------------------------------------- + end=[full]*v+[basis([x for x in range(1,1<0 else list(to_),list(to_) if op_>0 else list(fr_),h) + require(cur[r_]==basis(fr_),'prelude warp frame mismatch '+str((r_,op_))) + cur[r_]=basis(to_) + else: + for q in registers(e):climb(q,e[-1]) + for e in Aord: + for q in registers(e):climb(q,e[-1]) + lev={int(t):basis(U) for t,U in w.get('target_levels',{}).items()} + require(all(cur[v+t]==lev.get(t,()) for t in range(v)),'target centre levels') + for q,U in zip(w['centers'],w['center_frames']): + U=basis(U);require(cur[q]==U,'center frame') + served={lev.get(e[1]-v,()) for e in w['cut'] if e[2]==q} + for T in sorted(served,key=lambda x:-len(x)): + require(contained(T,U),'center path not nested') + if T!=U:paid[len(U)-len(T)]+=1 + U=T + byposition={} + for op,rec in enumerate(warps,1):byposition.setdefault(rec[0],[]).append(op) + B=w['B'];forward=[] # chronological program of the (recorded) non-target word + for e in Aord:forward.append(e) + for p in range(len(B)+1): + for op in byposition.get(p,[]): + _,lender,cols,U,E=warps[op-1] + require(cur[lender]==basis(U),'warp frame mismatch '+str((op,lender,cur[lender],basis(U)))) + cur[lender]=basis(E);forward.append(['warp',lender,op]) + if p= word['prelude_events'] or s != 'A', 'no prelude edit') + pm.require(word[s][a:b] == e['old'], ('old gates differ from the declared preimage', rw['id'], s, a)) + pm.require(e['old'] != e['new'], 'nonvacuous edit') + for (c, d) in taken[s]: + pm.require(b < c or d < a, ('overlapping or adjacent rewrites', rw['id'], s, a)) + taken[s].append((a, b)) + edits.append((s, a, b, e['new'])) + for s, a, b, new in sorted(edits, key=lambda t: (t[0], -t[1], -t[2])): + x[s][a:b] = copy.deepcopy(new) + # phase warps address B positions: shift by the net length change of the B edits entirely before them + bedits = [(a, b, len(new) - (b - a)) for s, a, b, new in edits if s == 'B'] + for rec in x['warps']: + p = rec[0] + pm.require(not any(a < p < b for a, b, _ in bedits), 'no warp inside an edited B span') + rec[0] = p + sum(d for a, b, d in bedits if b <= p and a < p) + profile, inventory = pm.frame_report(x) + x['report']['local_profile'], x['report']['width_inventory'] = profile, inventory + z = copy.deepcopy(x) + z['A'] = z['A'][z['prelude_events']:] + x['cleanup'] = pm.derive_cleanup(z, pm.restored_of(word)) + pm.require({k for k in word if word[k] != x[k]} <= ALLOWED, 'only A, restore, report and cleanup change') + for k in ('cut', 'compensation', 'helper_final', 'start_extra', 'removed', 'prelude_events'): + pm.require(x[k] == word[k], ('unchanged section', k)) + if check_declared: + pm.require(profile == PROFILE and inventory == INVENTORY, ('declared paid profile and inventory', profile, inventory)) + ledger = dict(rewrites=[r['id'] for r in rewrites], local_profile=profile, width_inventory=inventory, + edits=len(edits), A_len=(len(word['A']), len(x['A'])), restore_len=(len(word['restore']), len(x['restore']))) + return x, ledger diff --git a/research/rank7-restore-carrier-skips/vendor/preload_move.py b/research/rank7-restore-carrier-skips/vendor/preload_move.py new file mode 100644 index 0000000000..55b435035b --- /dev/null +++ b/research/rank7-restore-carrier-skips/vendor/preload_move.py @@ -0,0 +1,133 @@ +# SPDX-License-Identifier: Apache-2.0 +"""Declared preload-move stage: two more staged quartets on the PR2857 shared-kernel words. + +Preload re-synthesis (quartets (456,457,466,467) and (458,459,464,465)) by Jeremy Kothe +(jeremykothe2), with AI assistance; the staged-kernel gate shapes, frame/inverse-cleanup +conventions and the dirt-entry supplier are credited in CREDITS.md (PR2857 Lyy-iiis, PR2863 +Dugongue, PR2833 Jeremy Kothe, PR2853 philippeVV). + +apply(word, patch) takes the decoded PR2857 shared-kernel word and a DECLARED patch input +that lists every changed gate. Every listed old gate must be present at its index, no +other gate may change, the changed sections are limited to +{A, B, compensation, start_extra, report, cleanup}, the frame/paid profile and width +inventory are re-derived exactly from the changed word and must equal the declaration, and +the inverse-reverse cleanup is re-derived. The inherited exact auditor (forward and dual +free-operator replay over every input column) is the separate semantic check. +No file, import, process or output is touched by apply(). +""" +import copy, hashlib, json +from collections import Counter + +SOURCE_CANONICAL = { + 'base': 'c0af0ef7ee6282e91f046d027983b35eaed7ebcb46489134d47e07724cf664bc', + 'extra': '61b20fbe78fdcbca0cde0597befcc254017ee206dad0724c576672aca690c66f', +} +ALLOWED_SECTIONS = {'A', 'B', 'compensation', 'start_extra', 'report', 'cleanup'} + +def require(ok, reason): + if not ok:raise ValueError(str(reason)) + +def canon(w):return hashlib.sha256(json.dumps(w,sort_keys=True,separators=(',',':')).encode()).hexdigest() + +def basis(vs): + piv={} + for a in vs: + while a: + bit=a.bit_length()-1 + if bit in piv:a^=piv[bit] + else:piv[bit]=a;break + for k in sorted(piv): + for j in piv: + if j>k and piv[j]>>k&1:piv[j]^=piv[k] + return tuple(piv[k] for k in sorted(piv,reverse=True)) + +def contained(a,b):return basis(a+b)==b + +def restored_of(w): + n=2*w['report']['v']+w['report']['R'] + return {g[1]-n for g in w['cleanup'] if g[1]>=n}|{g[2]-n for g in w['cleanup'] if g[0]=='add' and g[2]>=n} + +def derive_cleanup(w,restored): + v=w['report']['v'];n=2*v+w['report']['R'];full=list(basis([1<=224) + return {str(k):v for k,v in sorted(paid.items())},{str(k):v for k,v in sorted(inv.items())} + +def apply(word, patch): + """Return (changed word, ledger). Authenticates the decoded source first.""" + require(patch.get('stage')=='preload-move','stage tag') + digest=canon(word);require(digest==patch['source_canonical_sha256'],'source canonical hash differs from the declared source') + require(patch['variant'] in SOURCE_CANONICAL and SOURCE_CANONICAL[patch['variant']]==digest,'unauthorized decoded source SHA256') + x=copy.deepcopy(word) + # A: replacements and insertions, both addressed by index in the SOURCE A (before any edit). + ops=patch['A_edits'];seen=set();byp={};repl={} + for e in ops: + if e['op']=='replace': + i=e['index'];require(i not in seen and i not in repl,('duplicate A replace',i));require(word['A'][i]==e['old'],('A old gate mismatch',i,word['A'][i]));repl[i]=e['new'] + else: + require(e['op']=='insert' and 0<=e['before']<=len(word['A']),'A edit op');byp.setdefault(e['before'],[]).append(e['gate']) + A=[] + for p in range(len(word['A'])+1): + A.extend(copy.deepcopy(g) for g in byp.get(p,[])) + if p WORD exactly. +Structure adapted from Mason Hale's PR2917 verify.py via our PR2942 verify.py. Marius-Paul Dumitrean, with substantial AI +assistance (Anthropic Claude via Claude Code). Local only: native, owner and outer admission are separate. +""" +import argparse, contextlib, copy, gzip, hashlib, io, json, sys, time, types +from pathlib import Path + +P = Path(__file__).resolve().parent + + +def read(p): + b = p.read_bytes() + return json.loads(gzip.decompress(b) if b[:2] == b'\x1f\x8b' else b) + + +def sha(p): + return hashlib.sha256(p.read_bytes()).hexdigest() + + +def load(name, p): + m = types.ModuleType(name) + m.__file__ = str(p) + sys.modules[name] = m + exec(compile(p.read_bytes(), str(p), 'exec'), m.__dict__) + return m + + +def save_word(p, w): + p.write_bytes(gzip.compress(json.dumps(w, separators=(',', ':')).encode(), mtime=0)) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument('--work', type=Path, required=True) + a = ap.parse_args() + if not __debug__: + raise SystemExit('refusing python -O: the structural checker relies on assertions') + begin = time.monotonic() + out = a.work.resolve() + assert not out.exists() and not out.is_relative_to(P) + pins = read(P / 'PINS.json') + local = {f.relative_to(P).as_posix() for d in ('vendor', 'data') for f in (P / d).rglob('*') if f.is_file()} + assert local | {'producer.py', 'structure.py', 'tools/wordedit.py', 'construction/STAGE-PRICES.json'} <= set(pins), 'every local input pinned' + assert all(sha(P / n) == h for n, h in pins.items()), 'pinned bytes' + out.mkdir(parents=True) + pm = load('preload_move', P / 'vendor/preload_move.py') + dr = load('declared_rewrites', P / 'vendor/declared_rewrites.py') + gen = load('rank7_producer', P / 'producer.py') + aud = load('independent_paired_audit', P / 'vendor/audit_local.py') + structural = load('independent_paired_structure', P / 'structure.py') + we = load('rank7_wordedit', P / 'tools/wordedit.py') + record = read(P / 'data/STAGE1-FRAME-EDITS.json') + transforms = [read(P / f'data/TRANSFORM-{h}.json') for h in gen.HELPERS] + rewrites = read(P / 'data/REWRITES-2957.json') + prices = read(P / 'construction/STAGE-PRICES.json') + weight = {int(r): c for r, c in prices['weights']['c'].items()} + BE = prices['weights']['break_even'] + + def cost(profile): + return sum(weight[int(r)] * n for r, n in profile.items()) + + def audit(word, name): + path = out / (name + '.json.gz') + save_word(path, word) + with contextlib.redirect_stdout(io.StringIO()): + return aud.run(path, out / (name + '.json')) + + def rejected(word, name): + try: + audit(word, name) + except (AssertionError, RuntimeError, ValueError) as error: + return str(error)[:240] + raise AssertionError('semantic mutant accepted by the auditor: ' + name) + + def cert_rejects(parent, transform, name): + try: + structural.check(parent, transform, aud) + except (AssertionError, KeyError, ValueError) as error: + return type(error).__name__ + ' ' + str(error)[:160] + raise AssertionError('mutant transform accepted by the certificate: ' + name) + + def producer_rejects(fn, name): + try: + fn() + except (AssertionError, KeyError, ValueError) as error: + return type(error).__name__ + ' ' + str(error)[:200] + raise AssertionError('mutant accepted by the producer: ' + name) + + def rereport(word): + try: + profile, inventory = pm.frame_report(word) + except ValueError: + return word # an illegal frame chain keeps the claimed report; the auditor recounts it + word['report']['local_profile'], word['report']['width_inventory'] = profile, inventory + return word + + def joint_claim(word): + if (word['report']['local_profile'], word['report']['width_inventory']) != (gen.STAGE1_PROFILE, gen.STAGE1_INVENTORY): + raise ValueError('declared joint stage-1 invoice %s' % word['report']['local_profile']) + + def hyperplanes_of(frame): + vectors = [v for v in range(1, 512) if gen.inside([v], frame)] + for m in range(1, 512): + Hm = list(pm.basis([v for v in vectors if (v & m).bit_count() % 2 == 0])) + if len(Hm) == len(pm.basis(frame)) - 1: + yield Hm + + def recut(word, restored): + z = copy.deepcopy(word) + z['A'] = z['A'][z['prelude_events']:] + return pm.derive_cleanup(z, restored) + + def ok_audit(word, name, buffers, profile=None, inventory=None): + r = audit(word, name) + assert r['status'] == 'PASS_INDEPENDENT_EXACT_BORROWING_WORD' and r['orientations'] == {'forward': 'PASS', 'dual': 'PASS'} + assert r['independent_inputs'] == 632 and r['restored_cold'] == r['zero_buffers'] == buffers + if profile is not None: + assert {str(k): v for k, v in r['local_profile'].items()} == profile + assert {str(k): v for k, v in r['width_inventory'].items()} == inventory + return {key: r[key] for key in ('status', 'independent_inputs', 'restored_cold', 'zero_buffers', 'local_profile', + 'width_inventory', 'local_mass', 'orientations', 'content_sha256')} + + records, controls = {}, {} + for tag in ('base', 'extra'): + parent = read(P / f'data/PARENT-{tag}.json.gz') + shipped = read(P / f'data/WORD-{tag}.json.gz') + words = gen.stages(parent, record, transforms, rewrites) + assert words[-1] == gen.apply(parent, record, transforms, rewrites) == shipped, 'complete producer reconstruction' + rec = {'parent_sha256': sha(P / f'data/PARENT-{tag}.json.gz'), 'word_sha256': sha(P / f'data/WORD-{tag}.json.gz')} + # ---------------- stage 1: joint rank-7 end frames (frame-only) + x1 = words[0] + lowered = {} + for gname, (W, hs) in gen.GROUPS.items(): + for h in hs: + old, new = parent['helper_final'][str(h)], x1['helper_final'][str(h)] + assert new == W and gen.inside(new, old) and len(new) == len(old) - 1, ('hyperplane of the old end frame', h) + lowered[h] = {'group': gname, 'old_dim': len(old), 'new_dim': len(new), 'entering': str(h) in parent['start_extra']} + assert gen.lowered_fit(x1) == [], 'every gate touching a lowered helper fits' + touching = sum(1 for s in ('A', 'B', 'restore') for g in x1[s] if g[0] in ('add', 'scale') and set(gen.roles(g)) & set(lowered)) + assert all(p_[:-1] == q_[:-1] for s in ('A', 'B', 'restore') for p_, q_ in zip(parent[s], x1[s])) and x1['cleanup'] == parent['cleanup'] + a1 = ok_audit(x1, f'{tag}-stage1', gen.PARENT_BUFFERS, gen.STAGE1_PROFILE, gen.STAGE1_INVENTORY) + d1 = cost(x1['report']['local_profile']) - cost(parent['report']['local_profile']) + rec['stage1'] = {'groups': {g: {'W': W, 'helpers': hs} for g, (W, hs) in gen.GROUPS.items()}, 'lowered': lowered, + 'frame_edits': len(record['frame_edits']), 'frame_edits_by_section': {s: sum(1 for e in record['frame_edits'] if e['section'] == s) for s in ('A', 'B', 'restore')}, + 'gates_touching_lowered_helpers_all_inside_W': touching, 'audit': a1, 'local_profile': x1['report']['local_profile'], + 'width_inventory': x1['report']['width_inventory'], 'literal_price_units': d1} + # stage-1 controls + name = f'{tag}-stage1' + for gname, (W, hs) in gen.GROUPS.items(): + bad = copy.deepcopy(x1) + for h in hs[1:]: + bad['helper_final'][str(h)] = list(parent['helper_final'][str(h)]) + rereport(bad) + verdict = audit(bad, f'{name}-one-alone-{gname}')['status'] # a valid word, priced below the joint claim + extra = cost(bad['report']['local_profile']) - cost(x1['report']['local_profile']) + joint = next(r for r in prices['stage1']['groups'] if r['group'] == gname) + alone_margin = joint['joint_margin'] - extra + (len(hs) - 1) * BE + assert alone_margin < 0 < joint['joint_margin'], ('one helper alone must lose', gname, alone_margin) + claim = producer_rejects(lambda: joint_claim(bad), 'one-alone') + controls[f'{name}-one-helper-alone-{gname}'] = {'auditor': verdict + ' (a valid word)', 'joint_claim': claim, + 'kept_helper': hs[0], 'reverted_helpers': hs[1:], + 'margin_alone_units': alone_margin, 'margin_joint_units': joint['joint_margin']} + # wrong subspace: group A's helpers end at another hyperplane of their old end frame that misses their gates + Wa, ha = gen.GROUPS['A'] + old = parent['helper_final'][str(ha[0])] + last = [g[-1] for s in ('A', 'B', 'restore') for g in x1[s] if g[0] in ('add', 'scale') and ha[0] in gen.roles(g)][-1] + wrong = next(Hm for Hm in hyperplanes_of(old) if Hm != Wa and not gen.inside(last, Hm)) + bad = copy.deepcopy(x1) + for h in ha: + bad['helper_final'][str(h)] = list(wrong) + controls[f'{name}-wrong-subspace'] = {'auditor': rejected(rereport(bad), f'{name}-wrong-subspace'), + 'fit_check': 'rejected: %d gates outside the end frame' % len(gen.lowered_fit(bad, {'A': (wrong, ha)})), 'W_wrong': wrong} + assert gen.lowered_fit(bad, {'A': (wrong, ha)}) + # an omitted gate frame edit on a lowered helper, and an omitted partner-only edit (claimed report kept) + touch = [e for e in record['frame_edits'] if set(gen.roles(e['gate'])) & set(lowered)] + partner = [e for e in record['frame_edits'] if not set(gen.roles(e['gate'])) & set(lowered)] + for label, e in (('omit-gate-frame-edit', touch[-1]), ('omit-partner-frame-edit', partner[0])): + bad = copy.deepcopy(x1) + assert bad[e['section']][e['index']][:-1] == e['gate'] and bad[e['section']][e['index']][-1] == e['new_frame'] + bad[e['section']][e['index']][-1] = list(e['old_frame']) + controls[f'{name}-{label}'] = {'auditor': rejected(bad, f'{name}-{label}'), 'edit': [e['section'], e['index'], e['gate']]} + bad = copy.deepcopy(x1) + bad['report'] = copy.deepcopy(parent['report']) + controls[f'{name}-stale-report'] = {'auditor': rejected(bad, f'{name}-stale-report')} + bad = copy.deepcopy(x1) + bad['helper_final'][str(ha[0])] = list(parent['helper_final'][str(ha[0])]) + controls[f'{name}-widened-end-frame-claimed-report'] = {'auditor': rejected(bad, f'{name}-widened-end-frame')} + # ---------------- stage 2: five paired extractions + steps, w = [], x1 + for k, t in enumerate(transforms, 1): + h, n = t['helper'], w['prelude_events'] + cert = structural.check(w, t, aud) + assert cert['status'] == 'PASS_EXACT_TWO_SIDED_SUBSPACE_CERTIFICATE' and cert['helper'] == h + child = words[k] + assert child == gen.apply_stage(w, t) + frame = gen.hyperplane(t['normal']) + assert child['helper_final'][str(h)] == frame and len(child['helper_final']) == gen.PARENT_BUFFERS + k + ak = ok_audit(child, f'{tag}-stage2-step{k}-{h}', gen.PARENT_BUFFERS + k) + name = f'{tag}-stage2-step{k}-{h}' + bad = copy.deepcopy(child); del bad['A'][n] + bad['cleanup'] = recut(rereport(bad), set(map(int, bad['helper_final']))) + controls[name + '-drop-input-gate'] = {'auditor': rejected(bad, name + '-drop-input-gate'), + 'certificate': cert_rejects(w, dict(t, before=t['before'][1:]), name + '-drop-input-gate')} + i = next(j for j, g in enumerate(t['after']) if g[0] == 'add') + bad = copy.deepcopy(child); g = bad['restore'][len(w['restore']) + i]; g[3] = -g[3] + bad['cleanup'] = recut(rereport(bad), set(map(int, bad['helper_final']))) + after = copy.deepcopy(t['after']); after[i][3] = -after[i][3] + controls[name + '-flip-output-coefficient'] = {'auditor': rejected(bad, name + '-flip-output-coefficient'), + 'certificate': cert_rejects(w, dict(t, after=after), name + '-flip-output-coefficient')} + wrong = gen.hyperplane(t['normal'] ^ 1) + bad = copy.deepcopy(child) + for g in bad['restore'][len(w['restore']):]: + g[-1] = list(wrong) + bad['helper_final'][str(h)] = list(wrong) + bad['cleanup'] = recut(rereport(bad), set(map(int, bad['helper_final']))) + controls[name + '-wrong-hyperplane'] = {'auditor': rejected(bad, name + '-wrong-hyperplane'), 'normal': t['normal'] ^ 1} + bad = copy.deepcopy(child) + bad['cleanup'] = recut(bad, set(map(int, w['helper_final']))) + controls[name + '-stale-cleanup'] = {'auditor': rejected(bad, name + '-stale-cleanup')} + assert child['compensation'] != w['compensation'] + bad = copy.deepcopy(child); bad['compensation'] = copy.deepcopy(w['compensation']) + controls[name + '-stale-compensation'] = {'auditor': rejected(bad, name + '-stale-compensation')} + for e in t['frame_changes']: + bad = copy.deepcopy(child) + assert bad[e['section']][e['index']][:-1] == e['gate'] and bad[e['section']][e['index']][-1] == e['new_frame'] + bad[e['section']][e['index']][-1] = list(e['old_frame']) + controls[name + '-omit-frame-change'] = {'auditor': rejected(bad, name + '-omit-frame-change')} + dk = cost(child['report']['local_profile']) - cost(w['report']['local_profile']) + steps.append({'step': k, 'helper': h, 'normal': t['normal'], 'hyperplane': frame, 'inputs': len(t['before']), 'outputs': len(t['after']), + 'frame_changes': len(t['frame_changes']), 'certificate': {key: cert[key] for key in ('status', 'helper', 'alpha', 'y', 'u', 'v')}, + 'audit': ak['status'], 'local_profile': child['report']['local_profile'], 'width_inventory': child['report']['width_inventory'], + 'buffers': len(child['helper_final']), 'literal_price_units': dk}) + w = child + rec['stage2'] = {'steps': steps, 'local_profile': w['report']['local_profile'], 'width_inventory': w['report']['width_inventory'], + 'literal_price_units': cost(w['report']['local_profile']) - cost(x1['report']['local_profile'])} + # ---------------- stage 3: fourteen declared PR2957 rewrites (Jeremy Kothe) + x2, x3 = words[-2], words[-1] + y, ledger = gen.apply_rewrites(x2, rewrites) + assert y == x3 + a3 = ok_audit(x3, f'{tag}-final', gen.BUFFERS, gen.PROFILE, gen.INVENTORY) + name = f'{tag}-stage3' + by = {r['id']: r for r in rewrites} + + def edits(rid, kind): + return [e for e in by[rid]['edits'] if (e['new'] if kind == 'insert' else e['old']) and not (e['new'] and e['old'])] + + def where(word, sec, gate): + hits = [i for i, g in enumerate(word[sec]) if g == gate] + assert len(hits) >= 1 + return hits[0] + restored = set(map(int, x3['helper_final'])) + + def own(word): # each gate mutant carries the report and cleanup re-derived from its own forward word + rereport(word) + word['cleanup'] = recut(word, restored) + return word + ins, dele = edits('5997', 'insert')[0], edits('5997', 'delete')[0] + bad = copy.deepcopy(x3) + shift = len(ins['new']) if ins['section'] == dele['section'] and ins['start'] <= dele['start'] else 0 + bad[dele['section']].insert(dele['start'] + shift, copy.deepcopy(dele['old'][0])) + controls[name + '-remove-one-deletion-5997'] = {'auditor': rejected(own(bad), name + '-remove-one-deletion')} + bad = copy.deepcopy(x3); bad[ins['section']].pop(where(bad, ins['section'], ins['new'][0])) + controls[name + '-drop-inserted-gate-5997'] = {'auditor': rejected(own(bad), name + '-drop-inserted-gate')} + g6004 = edits('6004', 'insert')[0] + bad = copy.deepcopy(x3); j = where(bad, g6004['section'], g6004['new'][0]); bad[g6004['section']][j][3] = -bad[g6004['section']][j][3] + controls[name + '-flip-transported-coefficient-6004'] = {'auditor': rejected(own(bad), name + '-flip-transported-coefficient')} + stale = copy.deepcopy(rewrites) + e3779 = next(e for r in stale if r['id'] == '3779' for e in r['edits'] if e['old']) + e3779['start'] += 1; e3779['stop'] += 1 + controls[name + '-stale-preimage-3779'] = {'applier': producer_rejects(lambda: dr.apply(x2, stale, check_declared=False), 'stale-preimage')} + assert x3['warps'] != x2['warps'] + bad = copy.deepcopy(x3); bad['warps'] = copy.deepcopy(x2['warps']) + controls[name + '-warp-positions-not-shifted'] = {'auditor': rejected(own(bad), name + '-warp-positions-not-shifted')} + bad = copy.deepcopy(x3); bad['cleanup'] = copy.deepcopy(x2['cleanup']) + assert bad != x3 + controls[name + '-stale-cleanup'] = {'auditor': rejected(bad, name + '-stale-cleanup')} + sw = by['swap3749']; moved_new = next(e for e in sw['edits'] if e['new'])['new'][0]; moved_old = next(e for e in sw['edits'] if e['old'])['old'][0] + assert moved_new[:-1] == moved_old[:-1] and moved_new[-1] != moved_old[-1] + bad = copy.deepcopy(x3); bad['A'][where(bad, 'A', moved_new)] = copy.deepcopy(moved_old) + controls[name + '-swap-frame-not-resolved-3749'] = {'auditor': rejected(bad, name + '-swap-frame-not-resolved')} + rec['stage3'] = {'rewrites': ledger['rewrites'], 'classes': sorted({r['cls'] for r in rewrites}), 'edits': ledger['edits'], + 'A_len': ledger['A_len'], 'restore_len': ledger['restore_len'], 'local_profile': x3['report']['local_profile'], + 'literal_price_units': cost(x3['report']['local_profile']) - cost(x2['report']['local_profile']), + 'credit': 'Jeremy Kothe (jeremykothe2), PR2957: rewrites and applier (vendor/declared_rewrites.py, byte-identical)'} + # ---------------- final word + changed = sorted(key for key in parent if parent[key] != shipped[key]) + assert set(changed) == {'A', 'B', 'restore', 'warps', 'helper_final', 'compensation', 'report', 'cleanup'}, changed + profile, inventory = pm.frame_report(shipped) + assert profile == shipped['report']['local_profile'] == gen.PROFILE and inventory == shipped['report']['width_inventory'] == gen.INVENTORY + spec = we.make_spec(parent, shipped) + assert we.apply_spec(parent, spec) == shipped and shipped['cleanup'] == we.derive_cleanup(shipped), 'overlay spec round trip' + rec.update(changed_sections=changed, audit=a3, frame_report={'local_profile': profile, 'width_inventory': inventory}, + total_literal_price_units=cost(profile) - cost(parent['report']['local_profile']), + overlay_spec_sections={sec: {k_: len(v_) for k_, v_ in s.items()} for sec, s in spec['sections'].items()}) + records[tag] = rec + # evidence (not a gate): lane A's certified group-joint table against the literal stage-1 price + groups = prices['stage1']['groups'] + assert all(g['joint_margin'] == -g['joint_delta'] - len(g['helpers']) * BE for g in groups) + assert sum(g['joint_delta'] for g in groups) == records['base']['stage1']['literal_price_units'] == records['extra']['stage1']['literal_price_units'] + assert all(r[k]['literal_price_units'] == prices[k]['literal_price_units'] for r in records.values() for k in ('stage1', 'stage2', 'stage3')) + n_s1 = sum(1 for k in controls if '-stage1-' in k); n_s2 = sum(1 for k in controls if '-stage2-' in k); n_s3 = sum(1 for k in controls if '-stage3-' in k) + assert n_s1 == 2 * 10 and n_s2 == 2 * (5 * 5 + 1) and n_s3 == 2 * 7, (n_s1, n_s2, n_s3) + assert all(sha(P / n) == h for n, h in pins.items()), 'input drift' + result = {'status': 'PASS_RANK7_JOINT_ENDFRAMES_THREE_STAGE_REPLAY', 'providers': records, 'semantic_controls': controls, + 'control_counts': {'stage1': n_s1, 'stage2': n_s2, 'stage3': n_s3}, + 'price_evidence': {'weights': prices['weights'], 'stage1_groups': groups, + 'note': 'Search-time certified prices (lane A); evidence only. The literal stage prices above are recomputed from the frame-report profiles.'}, + 'local_profile': gen.PROFILE, 'width_inventory': gen.INVENTORY, 'buffers': gen.BUFFERS, + 'seconds': round(time.monotonic() - begin, 1), + 'scope': 'Exact finite local identities, frame invoices and all-input forward/dual replay of every stage word; native, owner and outer admission are separate.'} + (out / 'RESULT.json').write_text(json.dumps(result, indent=2, sort_keys=True) + '\n') + print(result['status'], 'controls', len(controls), 'seconds', result['seconds'], flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/rank7-restore-carrier-skips/verify_manifest.py b/research/rank7-restore-carrier-skips/verify_manifest.py new file mode 100644 index 0000000000..8c2441d392 --- /dev/null +++ b/research/rank7-restore-carrier-skips/verify_manifest.py @@ -0,0 +1,19 @@ +"""Verify the submitted package's exact file inventory and SHA256 bindings.""" +from hashlib import sha256 +import json +from pathlib import Path + +root = Path(__file__).resolve().parent +expected = json.loads((root / 'MANIFEST.json').read_text()) +actual = { + p.relative_to(root).as_posix(): sha256(p.read_bytes()).hexdigest() + for p in root.rglob('*') + if p.is_file() and '__pycache__' not in p.parts + and p != root / 'MANIFEST.json' +} +if actual != expected: + missing = sorted(expected.keys() - actual.keys()) + extra = sorted(actual.keys() - expected.keys()) + changed = sorted(k for k in expected.keys() & actual.keys() if expected[k] != actual[k]) + raise SystemExit(f'Manifest mismatch: missing={missing}, extra={extra}, changed={changed}') +print(f'PASS package manifest: {len(actual)} files') diff --git a/research/rank7-restore-carrier-skips/verify_release.py b/research/rank7-restore-carrier-skips/verify_release.py new file mode 100644 index 0000000000..0916e66cb0 --- /dev/null +++ b/research/rank7-restore-carrier-skips/verify_release.py @@ -0,0 +1,95 @@ +"""Release proof for six restore carrier/pivot skips (R1_E42, R2_E7) on PR2979's (mdumitrean) words and literal T74 allocation. + +Credit first: PR2979 (mdumitrean, Marius-Paul Dumitrean): the words, the rank-7 overlay, the literal allocation and all checkers; PR3015 (Jeremy Kothe, jeremykothe2): the declared restore-edit stage and edit R1; PR2969 (Dugongue); PR2966 / PR2957 / PR2948 (Jeremy Kothe); PR2942 and PR2930 (mdumitrean); PR2917 (mason-hale); PR2908 (jeremydiviney); PR2894 and PR2833 (Jeremy Kothe, jeremykothe2, with AI assistance); PR2863, PR2839 / PR2827 / PR2824 (Dugongue); PR2857 / PR2848 (Lyy-iiis); PR2853 (philippeVV); PR2843 (mdumitrean) lineage. +Steps: manifest; exact kappa gates (PR2827 ... PR2979, PR3015) on CLAIM.json; registered checks; reproduce.py (exact Git exports, fresh retained bootstrap, fresh native + complete admission + outer release). +""" +import argparse, hashlib, json, os, subprocess, sys, time +from fractions import Fraction +from pathlib import Path + +PACKAGE = Path(__file__).resolve().parent +os.environ['PYTHONINTMAXSTRDIGITS'] = '0' +sys.set_int_max_str_digits(0) + +# exact kappa_decimal of each earlier record, from its own claim +GATES = [ + ('PR2827', '0.0017177952226165877431979999999999999999999998999999999999999999999999'), + ('PR2833', '0.0017186574371668559556934576143242804099649746929384057447660430618800378183571027227751435674735644266502436538360977054951338532026077864564717970089316298262848001430619258579764267387679157253589230092297705246349924829477438272038534458128153579339233372551498580288934448391286648133385250001561883571557568481670678572755364992180519866126424512015508246826379600171345871649273891524610346875481702323641480841819494871599970352648413519175382027670378809839339557435870343275462077109682392465994931422828896006323493721749224086433406739122826556506660291923774958911248379708488867136219017969687783639794423745846431998354000629604713009674880531419850590551533681267248441148929714873056671707368310142645201721225845565753260767164900976306634132256585854696146891742640259102164345060552688098920233899572100225273052195218406195238281244911985459541305205282130031980866953374248977265695927525028574437780772292075551831096337254028899004835738122070667605392595534393072713118820139164833259376147262674160887126565148708574029649559412631953495018944348666596351342587558250773425928871189683115965705267436438387096822518784488785605009977874176809482832315601610220722735020042386282420720158513381285320539086669152331709491278000050802176994425417958472436945929684360433686296997630684626369242924755608569264402668844097561164649905467697484340453084843585467761162546799061505405446580358260961731723054334158068636694082665619605335713967625024490137782213958409799751014897238799035118748013152307776924495573527075215850298288126703779286830770058166674737595998051122269776960603212714220740015911235385994016571957520587790540380255574642451287415998438639670044721750996910679896118442072989637960021846179774929532634810979781526825202091064143447550401037956168429417428802874510565760725145793697778307963968590690836429758883286583035942120869880952321072838123211658022276315749989430800252428797824728736070783864006154794733718886396821184579352497014737552396648994078257337943242770753659688122937729736682229465509261927273192935662942689564521538213644862363852534960597903679364594760521718874174626608251365696917889343226910244886154550750711332471571160543048297369802106821207628537498383445387653560175336944546900103503996186884872543920778861407556714858517377003152542148063849643242384266037395070179753584611716153981557966416588880000135368000934558193397419070058244094361673855236996548006841516303762762739068412193411453317885381706585037441816716917580084757698540817545585741734921464591697312277206031362217694937366866726508039946820688080121613764285796176603358606739555163139962246885121765417719079958311921807809984279867360387017833742410588472566634435012483055421625420751795895550846196066364773728404870142361572041365285243291914658877100790354765681937955587126925781207741462926235768842317325705488924282871722130257637788067000085120230853259311008603415633392994325933468175810242707293885996635190124321153385416698106339999999999999999999998999999999999999999999999'), + ('PR2843', '0.0017186582778417198986259999999999999999999998999999999999999999999999'), + ('PR2848', '0.0017186585083049300048189999999999999999999998999999999999999999999999'), + ('PR2853', '0.0017193776586975866590473384172607721814008956451425009430412460057503404071040423905924370921614016936349599996575798051733752076399828661071424528133116204108665576478204661464919617598343585484524702974017289809640608310940007596504547313171417642290767559750850327036443763958949276701315614084182582550782294614926854166678633518165095574636737913611722939423541165512669948579876694862940820794322681604047035649250603372674813493877135736770522694109132099158577487850859689383618416103013619426863008011594203958829773923918309467835785404794536680317802530438714723754082219296741326678063354545691266197656204485046940007194603764227886842657612702577257578902524058571682295826925682659917730305714815492526014996524819730258810160527078502095826534892562388431748401788169450709875893003253797487136842479124101169429105650760396697579174626680372202297456465619874841336521809586652402780111990386170172268373381842093293788010598379355684853890605248212741574284011514597757649218351744131074209720903563888742546518188979893906923159239618928523556755972597200527787486209886115453356488096913360689147838372739437326267972125792191920918825536672424513817139955549084830633129444135653843199862948309240531966991187940149380228286528014102762776155575447803552367005005534517354452699818957501259721372120542828957754277842675408852526958902205491479144856936386554518686702861962651880585424919584495474934784892039256289208222943383941527092570568397219339705279712429705426951822294004077902292782618818113902694452450291459939846428719161657151417208049935288685647694598005341935498511152918946247839959268670317549572412477693151973835249041678167828816827686753069808718673844160892815836102376757675036671018117066778433539739956663244138849798929700922384646175178750362230036206095408201215314251989510461803596671705632898242900785593975006517640755013867661549498301431681610793069670853314385776720226983596686726441370877445087824720595253572015639265264941101671404840359960081380843733908048006019122154575405156576095586845977194320757564357586250358409962743428564662035542609645007957479195198614633133624526616981357915749249122668331971690422289899472621447353255713838757067555955951769384517017145131540398127612264007701902090486661652880678411039240152421254959123182586150102956220415049232456104551435853722705332378116189133196894624473164964161901278464988044812290830287125207271322696356586817309654257541649542793451050763742999612659361815742594876874365619721197108394736060040665311340944580538964981258346873524367079294647209815778430967907073900857586430360872971473933612881754758496436326352000702257338896725815583758704393752256248604713672679221076879476083069636687621530504181022342124580618983319715908394692370795173629167220944795079202047435677777747836298580119166304268329679299693147333849102451075930795429135156954198334432354022675041138889869128019798693289176932374813976966998045997730255650851999384815082333308542575305739689999999999999999999998999999999999999999999999'), + ('PR2857', '0.0017200966286848326009719999999999999999999998999999999999999999999999'), + ('PR2863', '0.0017201008054168859279439999999999999999999998999999999999999999999999'), + ('PR2875', '172010080541688592794400707560633553119999999999999999999998999999999999999999999999/100000000000000000000000000000000000000000000000000000000000000000000000000000000000000'), + ('PR2894', '0.0017201845283774695330739999999999999999999998999999999999999999999999'), + ('PR2908', '0.0017203983373542378859309999999999999999999998999999999999999999999999'), + ('PR2917', '0.0017215886471978018806049999999999999999999998999999999999999999999999'), + ('PR2930', '0.0017224999064432745643569999999999999999999998999999999999999999999999'), + ('PR2942', '0.0017228163198632143279959999999999999999999998999999999999999999999999'), + ('nine-rewrite package on PR2930 (Kothe)', '0.0017233564872443557989099999999999999999999998999999999999999999999999'), + ('pkgW3 / PR2957 (Kothe)', '0.0017237174150707381709709999999999999999999998999999999999999999999999'), + ('pkgX / PR2966 (Kothe): fourteen declared rewrites on PR2942', '0.0017240342725234521774119999999999999999999998999999999999999999999999'), + ('PR2969 (Dugongue): pkgX edits with a T370 cap fill (finite candidate)', '0.0017240352247481048785499999999999999999999998999999999999999999999999'), + ('PR2979 (mdumitrean): rank-7 joint end frames, five more paired extractions, fourteen rewrites', '0.0017290339826465135177169999999999999999999998999999999999999999999999'), + ('PR3015 (Kothe): one declared restore edit R1 on PR2979', '0.0017291509735342244286949999999999999999999998999999999999999999999999'), +] + + +def digest(p): + return hashlib.sha256(p.read_bytes()).hexdigest() + + +def gate(kappa): + for name, value in GATES: + if Fraction(kappa) <= Fraction(value): + raise SystemExit('ledger kappa does not exceed ' + name) + + +def run(label, work, command, env): + log = work / (label + '.log') + with log.open('w', encoding='utf-8', newline='\n') as f: + r = subprocess.run(command, env=env, stdin=subprocess.DEVNULL, stdout=f, stderr=subprocess.STDOUT) + if r.returncode: + raise SystemExit('%s failed (exit %d); tail: %s' % (label, r.returncode, log.read_text(encoding='utf-8', errors='replace')[-800:])) + return log + + +def main(): + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--work', type=Path, required=True) + ap.add_argument('--prepared-native', type=Path, help='unused (this package always prepares the changed native chains freshly and authenticates the retained ones)') + ap.add_argument('--jobs', type=int, default=4) + ap.add_argument('--python', type=Path, default=Path(sys.executable), help='interpreter with the exact requirements.txt pins (see VERIFY.json / requirements)') + a = ap.parse_args() + t = time.monotonic() + msha = digest(PACKAGE / 'MANIFEST.json') + claim = json.loads((PACKAGE / 'CLAIM.json').read_text(encoding='utf-8')) + kappa = Fraction(claim['kappa']) + if kappa != Fraction(claim['kappa_decimal']): + raise SystemExit('CLAIM kappa / kappa_decimal disagree') + gate(kappa) # cheap exact gate first + a.work.mkdir(parents=True) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONINTMAXSTRDIGITS='0', PYTHONUTF8='1') + run('manifest', a.work, [str(a.python), '-B', str(PACKAGE / 'verify_manifest.py')], env) + run('registered', a.work, [str(a.python), '-B', str(PACKAGE / 'run_registered.py')], env) + run('reproduce', a.work, [str(a.python), '-B', str(PACKAGE / 'reproduce.py'), '--repo', str(a.main), '--work', str(a.work / 'reproduce')], env) + result = json.loads((a.work / 'reproduce/RESULT.json').read_text(encoding='utf-8')) + if result['status'] != 'PASS_RANK7_EDITS_COMPLETE_REPLAY' or Fraction(result['kappa']) != kappa: + raise SystemExit('reproduced release does not match CLAIM.json') + gate(Fraction(result['kappa'])) + if digest(PACKAGE / 'MANIFEST.json') != msha: + raise SystemExit('Package manifest changed during verification') + kappa_decimal = claim['kappa_decimal'] + proof = ("Package manifest; exact gates against PR2827, PR2833, PR2843, PR2848, PR2853, PR2857, PR2863, PR2875, PR2894, PR2908, PR2917, PR2930, PR2942, the nine-rewrite package, PR2957 (pkgW3), PR2966 (pkgX), PR2969 and PR2979; run_registered.py " + "(independent review and tamper controls of the declared restore edit list, PR2979's producer and three-stage replay, literal T74 owners of the fill, directed rational moment, fixed-inventory cap certificate, stored release binding); reproduce.py: exact Git exports of PR2894/PR2908/PR2917/PR2930/PR2833 and the pinned comparators, " + "fresh retained bootstrap, the declared preload, paired-extension, rank-7 and declared-edit stages, fresh native chains " + "for both changed words, complete replica admission and the modern outer release. Conditional kappa %s." % kappa_decimal) + (a.work / 'RELEASE-RECEIPT.json').write_text(json.dumps(dict( + status='PASS_RELEASE', kappa_decimal=kappa_decimal, manifest_sha256=msha, proof=proof, + seconds=round(time.monotonic() - t, 2)), indent=2) + '\n', encoding='utf-8') + print('PASS_RELEASE', kappa_decimal, flush=True) + + +if __name__ == '__main__': + main()