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[MoE][TorchAir] Remove FusedMoEState (#4927)
### What this PR does / why we need it? Remove FusedMoEState which is used by torchair. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? e2e & ut - vLLM version: v0.12.0 - vLLM main: vllm-project/vllm@ad32e3e Signed-off-by: weichen <[email protected]>
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vllm_ascend/ascend_forward_context.py

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WeightPrefetchMethod = None
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class FusedMoEState(Enum):
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AllGather = 0
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All2All = 1
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MC2 = 2
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AllGatherEP = 3
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NaiveMulticast = 4
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All2AllSeq = 5
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class MoECommType(Enum):
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ALLGATHER = 0
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MC2 = 1

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