[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
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@@ -6,7 +6,6 @@ from typing import Any, Union
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import torch
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from packaging import version
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from vllm.model_executor.layers.fused_moe import FusedMoERouter
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from vllm.model_executor.layers.fused_moe.config import (
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FusedMoEConfig,
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FusedMoEQuantConfig,
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@@ -499,16 +498,12 @@ class BitsAndBytesMoEMethod(FusedMoEMethodBase):
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def apply(
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self,
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layer: FusedMoE,
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router: FusedMoERouter,
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x: torch.Tensor,
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router_logits: torch.Tensor,
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topk_weights: torch.Tensor,
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topk_ids: torch.Tensor,
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) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]:
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from vllm.model_executor.layers.fused_moe import fused_experts
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topk_weights, topk_ids = router.select_experts(
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hidden_states=x,
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router_logits=router_logits,
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)
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# TODO(bnell): Do these need to be called on the hot path?
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if self.quant_config.load_in_8bit:
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w13, w2 = self._apply_8bit_dequant(layer)
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