Refactor/npu transformer cleanup - #272

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fxp19950422 wants to merge 19 commits into

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fxp19950422:refactor/npu-transformer-cleanup

Commits on Aug 21, 2026

feat(npu): add Ascend platform abstraction and MindIE attention

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Super User
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e9dd2b0
feat(npu): enable Ulysses SP with CFG parallel on Ascend

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Super User
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a030fcb
feat(npu): fuse Qwen DiT addcmul, MindIE RoPE, and LN modulate

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Super User
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8d1302c
Add AscendLongContextAttention: NPU/MindIE long-context attention

root
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Super User
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bfa1663
feat(npu): long-context attention, fused ops, unified platform abstraction

gaoyuanyuanqiqi
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Super User
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7b8f81e
feat(npu): extract AscendLongContextAttention to standalone file
Super User
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6704256
feat(npu): add attention factory function for platform-aware creation
Super User
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dc3e080
test(npu): add unit tests for attention factory
Super User
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405e697
feat(npu): add unified platform ops interface for fused operators
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b49b54a
test(npu): add unit tests for platform ops
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2254061
refactor(npu): replace NPU hardcoded branches with unified platform ops and attention factory
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7ca6b99
test(npu): add NPU multi-card parallel tests (4-card and 8-card Ulysses SP)
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6c4cc32
test(npu): add NPU single-card integration tests for all Qwen Image scenes
Super User
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33cdd49

Commits on Aug 22, 2026

docs(npu): torch.compile FFN exploration - no benefit on current NPU stack
Super User
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2e5f17a
docs(npu): add NPU performance analysis report
Super User
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050fb35
docs(npu): add NPU adaptation technical documentation
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cc717c9
perf(multicard): add GPU/NPU multi-card scaling profiling data
Super User
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aa567d4
perf(multicard): verify CFG parallel P0 optimization (+102% on 8-card NPU)
Super User
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e5d744f
bench: add PR#270 vs refactored same-methodology NPU comparison
Super User
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84acce6