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laya: reuse native input staging and group CUDA uploads - #72

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Levius-Fubuki wants to merge 36 commits into

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codex/laya-grouped-uploads

Commits on Sep 30, 2026
- Add Laya CUDA resource ownership
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- Combine checkpoint and CUDA resource dependencies
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  50591ae
- Keep Laya checkpoint weights resident on CUDA
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  ff8d017
- Allocate bounded Laya inference workspaces
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  4b2c0d4
- Run Laya encoder and decision layers through native CUDA
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  ad1c7b8
- Check encoder reuse without intermediate synchronization
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  5b5518b
- Clarify eager encoder inference scope
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  0c50122
- Document separate CUDA operator loading
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  d37da99
- Validate distinct mixed requests at maximum encoder batch
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  684470a
- Validate rotary sizes before loading kernels and honor GPU selection
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  0a349f3
Commits on Oct 1, 2026
- Merge main into CUDA resource branch
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  506b4a1
- Merge checkpoint update into Laya GPU dependencies
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  90cb4a1
- Merge updated CUDA resources into Laya GPU dependencies
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  fb4316f
- Merge updated dependencies into Laya workspace
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- Merge updated workspace dependencies into Laya encoder
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  7208c8b
- Move CUDA resource tests to the root test directory
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  a20b2da
- Merge branch 'codex/laya-test-layout' into codex/laya-tests-resident-base
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  dbab441
- Merge branch 'codex/laya-tests-runtime' into codex/laya-tests-resident-base
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  9ef493e
- Merge branch 'codex/laya-tests-resident-base' into codex/laya-tests-workspace
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  b8f9a33
- Move Laya residency and workspace tests to the root test directory
  linear3735
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  2f5ff4b
- Merge branch 'codex/laya-tests-workspace' into codex/laya-tests-encoder
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  dfb6eda
- Move Laya encoder tests to the root test directory
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  ff4d8fa
Commits on Oct 3, 2026
- Merge main into Laya PR #48
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  6ae5e0f
- Merge updated Laya workspace branch into PR #49
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  565e3fe
- docs(laya): publish native encoder validation steps
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  df85135
- docs(laya): publish residency and workspace validation
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  7574f19
- docs(laya): include parent resource validation steps
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  047d018
- Merge resource validation docs into the encoder
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  b7c9384
Commits on Oct 4, 2026
- perf(laya): resolve encoder resources and kernel handles at load
  Levius-Fubuki
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  d235783
- laya: reuse input staging and group CUDA uploads
  Levius-Fubuki
  committed
  d97c21f
Commits on Oct 5, 2026

Commits

Commits on Sep 30, 2026

Commits on Oct 1, 2026

Commits on Oct 3, 2026

Commits on Oct 4, 2026

Commits on Oct 5, 2026