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ROCm_performance.md

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@@ -17,4 +17,3 @@ The custom PagedAttention kernel is enabled for dtype: bf16, fp16, block-size=16
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## NCCL Performance environment variable
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For MI300x, setting environment variable NCCL_MIN_NCHANNELS=112 is expected to improve performance.
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benchmarks/profiling/README.md

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@@ -55,5 +55,3 @@ python3 rocmProfileData/tools/rpd2tracing.py trace.rpd trace.json
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```
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Once the trace is converted, open the `.json` file in [Chrome](chrome://tracing/) or [Perfetto](https://ui.perfetto.dev/) for visualization.
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vllm/model_executor/models/deepseek_v2.py

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@@ -165,7 +165,7 @@ def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
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router_logits=router_logits) * self.routed_scaling_factor
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else:
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final_hidden_states = self.experts(hidden_states=hidden_states,
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router_logits=router_logits)
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router_logits=router_logits)
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if shared_output is not None:
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if hidden_states.dtype != torch.float16:
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final_hidden_states = final_hidden_states + shared_output

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