[MoE] [Refactor] Combine common_fused_moe and fused_moe (#3176)
### What this PR does / why we need it? 1. Move additional functionalities from fused_moe.py to common_fused_moe.py and remove fused_moe.py 2. Remove unnecessary custom classes from qwen3_moe.py, and it will be completely removed after we release vllm-ascend v0.11.0 ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? Qwen3-30B-A3B/Qwen3-30B-A3B-W8A8/DeepSeek-V3-W4A8-Pruing/deepseek-mtp/pangu-pro-moe-pruing: 1. Enable/Disable EP 3. Aclgraph & eager 4. SP - vLLM version: v0.11.0 --------- Signed-off-by: Pr0Wh1teGivee <calvin_zhu0210@outlook.com> Co-authored-by: weijinqian0 <12153182+weijinqian0@users.noreply.github.com>
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@@ -62,7 +62,7 @@ from vllm_ascend.ascend_config import get_ascend_config
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from vllm_ascend.models.layers.mla import AscendMLAModules
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from vllm_ascend.models.layers.sfa import (AscendSFAModules,
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AscendSparseFlashAttention, Indexer)
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from vllm_ascend.ops.fused_moe import AscendFusedMoE
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from vllm_ascend.ops.common_fused_moe import AscendFusedMoE
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class CustomDeepseekV2RowParallelLinear(RowParallelLinear):
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