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AI-Hypercomputer
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Add Sparse VideoGen attention for Wan on TPUs
- #480
#480
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Ravi-VK
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AI-Hypercomputer:main
AI-Hypercomputer/maxdiffusion:main
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Ravi-VK:svg-head-local-pr-clean
Ravi-VK/maxdiffusion-svg:svg-head-local-pr-clean
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Add Sparse VideoGen attention for Wan on TPUs
#480
Ravi-VK
wants to merge 11 commits into
AI-Hypercomputer:main
AI-Hypercomputer/maxdiffusion:main
from
Ravi-VK:svg-head-local-pr-clean
Ravi-VK/maxdiffusion-svg:svg-head-local-pr-clean
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Commits on Sep 14, 2026
Add static-range sparse attention kernel primitives
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Add balanced tile rounding and sparse attention dispatch
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Add SVG head routing and token layouts
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Integrate SVG into Wan inference and configuration
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Test SVG routing kernels and Wan integration
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Document SVG usage performance and quality
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Commits on Sep 15, 2026
Handle SVG optional configuration and validate padding kernel dimensions
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docs: replace corrupted dense versus SVG comparison PNG
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Commits on Sep 17, 2026
Fix SVG query coverage, routing sample bounds, and cache validation
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Add regression coverage for SVG routing limits, coverage repair, and cache guards
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Fix SVG AOT cache identity, I2V step signatures, cache guards, and partial schedules
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