feat(ascend): add 9 Ascend operator kernels#47
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zhangyue207 wants to merge 8 commits intofeat/ascend-frameworkfrom
Open
feat(ascend): add 9 Ascend operator kernels#47zhangyue207 wants to merge 8 commits intofeat/ascend-frameworkfrom
zhangyue207 wants to merge 8 commits intofeat/ascend-frameworkfrom
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added 8 commits
April 8, 2026 16:48
Add, RmsNorm, Swiglu, Matmul, CausalSoftmax, AddRmsNorm, ReshapeAndCache, RotaryEmbedding, FlashAttention.
Pass stream to all CANN ops in existing tests; add FlashAttention, ReshapeAndCache, RotaryEmbedding, and E2E LLaMA layer tests.
This reverts commit 26c2bdc.
…/Linear/Mul operators Descriptor caching (`AclTensorCache` + `aclSetRawTensorAddr`), executor caching (`aclSetAclOpExecutorRepeatable`), D2H sync elimination, `add_rms_norm` decomposition, and `WorkspacePool` thread-local fast path. Host dispatch dropped from ~255 us/call to 17-57 us/call for all cacheable operators. New operators: Cast (`aclnnCast`), Cat (`aclnnCat` with TensorList executor caching), Linear (`aclnnAddmm`/`aclnnBaddbmm`/ `aclnnMatmul`), Mul (`aclnnMul`). Full regression: 2040 passed, 0 failed.
Use `unique_ptr<WorkspaceArena>` in the arena map so that thread-local cached pointers remain valid across `unordered_map` rehashes. Remove unused `detail::reshapeView` helper from FlashAttention.
…tion Normalize negative `dim` in the base class constructor (e.g. -1 → last dimension). Add comment in the Ascend kernel explaining why `aclSetRawTensorAddr` on TensorList-contained descriptors is sufficient without `aclSetInputTensorAddr`. Add negative-dim test case.
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Add, RmsNorm, Swiglu, Matmul, CausalSoftmax, AddRmsNorm,ReshapeAndCache, RotaryEmbedding, FlashAttention.