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hao-ai-lab-FastVideo/docs/inference
William LinandClaude Opus 5.5 6ffac3a46d [feat] PAN2: FlashAttention-4 on Blackwell by default, reference first-frame loading, per-process kernel builds
- Attention: on sm_100+ with flash_attn.cute installed and FASTVIDEO_FA4 unset, the PAN2 pipeline turns FA4 on
  before its modules load. One B300, 241 frames: 288 s instead of 670 s with the SDPA fallback. FASTVIDEO_FA4=0
  keeps the previous backend.
- First frame: an image_path is read as its stored pixels, without the EXIF orientation rotation, as the reference
  sampler reads it (load_image gains exif_transpose=True). All 11 sign-off inputs, one EXIF-rotated, now reach the
  VAE bit-identical to the reference.
- Wan2.2 VAE decode kernel: each process builds in a temporary directory of its own instead of a shared
  rank<LOCAL_RANK> directory, and finished builds go through the loader's keyed cache, added by atomic rename.
  Two processes building at once both succeed; a later one fetches the build in about 2 s.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-30 21:00:47 +00:00
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2025-11-04 14:31:56 -08:00