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Merge cc7d87c6dde84c9d86b247c575cd58a50711fed9 into 254f6b986720c92ddf97fbb1a6a6465da8e87e29

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Zhaodong Bing 2025-12-25 00:06:50 +00:00 committed by GitHub
commit 42e811f8bf
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1 changed files with 4 additions and 4 deletions
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vllm/model_executor/layers/fused_moe/unquantized_fused_moe_method.py
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@ -211,16 +211,16 @@ class UnquantizedFusedMoEMethod(FusedMoEMethodBase, CustomOp):
super().process_weights_after_loading(layer)
# Padding the weight for better performance on ROCm
layer.w13_weight.data = self._maybe_pad_weight(layer.w13_weight.data)
layer.w2_weight.data = self._maybe_pad_weight(layer.w2_weight.data)
layer.w13_weight.data.copy_(self._maybe_pad_weight(layer.w13_weight.data))
layer.w2_weight.data.copy_(self._maybe_pad_weight(layer.w2_weight.data))
if self.rocm_aiter_moe_enabled:
shuffled_w13, shuffled_w2 = rocm_aiter_ops.shuffle_weights(
layer.w13_weight.data, layer.w2_weight.data
)
layer.w13_weight.data = shuffled_w13
layer.w2_weight.data = shuffled_w2
layer.w13_weight.data.copy_(shuffled_w13)
layer.w2_weight.data.copy_(shuffled_w2)
if self.flashinfer_cutlass_moe_enabled:
# Swap halves to arrange as [w3; w1] (kernel expectation)