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xc-llm-ascend/vllm_ascend/ops
1092626063 9328f377b4 [refactor]support gatingtopk operator generalization (#2958)
### What this PR does / why we need it?

Past:
npu_moe_gating_top_k can only support 'group_count=256' pattern

Now:
1、npu_moe_gating_top_k support all size of group_count
2、the functionality of `torch_npu.npu_moe_gating_top_k_softmax` are
included in `torch_npu.npu_moe_gating_top_k`

CANN: depends on 8.3.RC1

Performance:
1. GLM4.5-w8a8, TPS improve 6%
2. Qwen3, the same as before

- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

Signed-off-by: 1092626063 <1092626063@qq.com>
2025-11-19 10:38:56 +08:00
..
2025-10-24 16:29:08 +08:00
2025-11-03 20:21:07 +08:00