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[Core] Ignore infeasible swap requests. #4557

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merged 5 commits into from
May 2, 2024

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rkooo567
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@rkooo567 rkooo567 commented May 2, 2024

Currently, when a request is swapped out, and if it is infeasible because we don't have enough kv caches to schedule the sequence, it hangs forever. We already handle this case correctly for preemption case using AllocStatus.NEVER. We are using the same mechanism to ignore swapped out requests that cannot be scheduled.

This also adds test cases for infeasible preemption requests.

TODO

  • Add scheduler/block manager unit tests

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@@ -893,15 +911,6 @@ def _can_append_slots(self, seq_group: SequenceGroup) -> bool:
num_lookahead_slots=self._get_num_lookahead_slots(is_prefill),
)

def _can_swap_in(self, seq_group: SequenceGroup) -> bool:
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not used

@simon-mo simon-mo enabled auto-merge (squash) May 2, 2024 18:09
@robertgshaw2-neuralmagic
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Thanks @rkooo567 @simon-mo

@simon-mo simon-mo disabled auto-merge May 2, 2024 21:31
@simon-mo simon-mo merged commit 0f8a914 into vllm-project:main May 2, 2024
47 of 48 checks passed
robertgshaw2-neuralmagic pushed a commit to neuralmagic/nm-vllm that referenced this pull request May 6, 2024
z103cb pushed a commit to z103cb/opendatahub_vllm that referenced this pull request May 7, 2024
dtrifiro pushed a commit to opendatahub-io/vllm that referenced this pull request May 7, 2024
mawong-amd pushed a commit to ROCm/vllm that referenced this pull request Jun 3, 2024
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4 participants