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Add a cuDNN SDPA decode tier to the ONNX standard Attention CUDA kernel (Phase 1)
- #29715
#29715
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Ti-Tai Wang (titaiwangms)
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microsoft/onnxruntime:copilot/add-cudnn-sdpa-decode-tier
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Jul 29, 2026
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Add a cuDNN SDPA decode tier to the ONNX standard Attention CUDA kernel (Phase 1)
#29715
Ti-Tai Wang (titaiwangms)
merged 12 commits into
main
microsoft/onnxruntime:main
from
copilot/add-cudnn-sdpa-decode-tier
microsoft/onnxruntime:copilot/add-cudnn-sdpa-decode-tier
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Commits on Jul 14, 2026
Initial plan
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Add cuDNN SDPA decode tier to ONNX Attention CUDA kernel (Phase 1)
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Use named sdpa_kernel constants in cuDNN decode test
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Address review: drop is_causal gate, assert cuDNN routing, add is_causal=0 decode cases
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Commits on Jul 16, 2026
Add cuDNN SDPA decode-tier tests (M1-M4) + non-skippable canary
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Add multi-batch nonpad_kv_seqlen rejection test for ONNX Attention (CPU)
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Add ort-transformers-gpu-pytest skill (GPU pytest workflow + SDPA dispatch verification)
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Commits on Jul 17, 2026
Fix CUDA Plugin EP build: use dual-build-safe GetOrtStream in RunCudnnSdpaAttention
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Commits on Jul 21, 2026
Address tianleiwu review: key cudnn_decode_supported() probe by actual head config
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Commits on Jul 27, 2026
Address tianleiwu review round 2: warmup rationale, CUDA-graph capture
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Commits on Jul 28, 2026
Merge branch 'main' into copilot/add-cudnn-sdpa-decode-tier
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Commits on Jul 29, 2026
Fuse fully-masked-batch zero-fill into output transpose (cuDNN decode 4D path)
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