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[Perf][Async Scheduling] Remove CPU->GPU sync in dummy_run (#27455)

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Signed-off-by: Lehua Ding <lehuading@tencent.com>
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Lehua Ding 2025-10-25 04:45:36 +08:00 committed by GitHub
parent 17af6aa0da
commit 0402428200
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1 changed files with 4 additions and 1 deletions
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vllm/v1/worker/gpu_model_runner.py
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@ -3492,7 +3492,10 @@ class GPUModelRunner(LoRAModelRunnerMixin, KVConnectorModelRunnerMixin):
self.eplb_step(is_dummy=True, is_profile=is_profile) self.eplb_step(is_dummy=True, is_profile=is_profile)
logit_indices = np.cumsum(num_scheduled_tokens) - 1 logit_indices = np.cumsum(num_scheduled_tokens) - 1
return hidden_states, hidden_states[logit_indices] logit_indices_device = torch.from_numpy(logit_indices).to(
self.device, non_blocking=True
)
return hidden_states, hidden_states[logit_indices_device]
@torch.inference_mode() @torch.inference_mode()
def _dummy_sampler_run( def _dummy_sampler_run(