[BugFix] Add async communication check for capturing mode (#8149)
### What this PR does / why we need it? Introduce a check to not using asynchronous communication under `enable_dsa_cp_with_layer_shard` branch on capturing mode. This change prevents potential stream and event issues when operating in graph/capturing mode, ensuring safer communication practices. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? E2E test with dsv32 + FC1 + FULL_DECODE_ONLY + kv_transfer_config(kv_both) --------- Signed-off-by: chenchuw886 <chenchuw@huawei.com> Co-authored-by: chenchuw886 <chenchuw@huawei.com>
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@@ -1238,7 +1238,9 @@ def enable_dsa_cp_with_layer_shard() -> bool:
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vllm_config = get_current_vllm_config()
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# because the broadcast in layer sharding needs to be overlapped with a heavy compute stream to be
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# effectively hidden, it is enabled only during the prefill stage.
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is_prefill_instance = vllm_config.kv_transfer_config is not None and vllm_config.kv_transfer_config.is_kv_producer
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is_prefill_instance = (
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vllm_config.kv_transfer_config is not None and vllm_config.kv_transfer_config.kv_role == "kv_producer"
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)
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return is_prefill_instance
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