vllm - 💡(How to fix) Fix [Bug]: Unable to start Gemma4 with 2 GPUs [3 comments, 2 participants]

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vllm-project/vllm#41647Fetched 2026-05-05 05:44:27
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Error Message

(EngineCore pid=591) ERROR 05-04 08:51:40 [logging_utils/dump_input.py:81] Dumping scheduler stats: SchedulerStats(num_running_reqs=1, num_waiting_reqs=0, num_skipped_waiting_reqs=0, step_counter=0, current_wave=0, kv_cache_usage=0.002550310374067055, prefix_cache_stats=PrefixCacheStats(reset=False, requests=1, queries=2182, hits=0, preempted_requests=0, preempted_queries=0, preempted_hits=0), connector_prefix_cache_stats=None, kv_cache_eviction_events=[], spec_decoding_stats=None, kv_connector_stats=None, waiting_lora_adapters={}, running_lora_adapters={}, cudagraph_stats=None, perf_stats=None) (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] EngineCore encountered a fatal error. (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last): (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 386, in get_response (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] status, result = mq.dequeue(timeout=dequeue_timeout) (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 755, in dequeue (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] with self.acquire_read(timeout, indefinite) as buf: (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/lib/python3.12/contextlib.py", line 137, in enter (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] return next(self.gen) (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 674, in acquire_read (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] self._spin_condition.wait(timeout_ms=read_timeout.timeout_ms()) (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 631, in timeout_ms (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] raise TimeoutError (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] The above exception was the direct cause of the following exception: (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last): (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1129, in run_engine_core (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] engine_core.run_busy_loop() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1170, in run_busy_loop (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] self._process_engine_step() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1209, in _process_engine_step (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] outputs, model_executed = self.step_fn() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 521, in step_with_batch_queue (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] model_output = future.result() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 90, in result (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] return super().result() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/lib/python3.12/concurrent/futures/_base.py", line 449, in result (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] return self.__get_result() (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] raise self._exception (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 94, in _wait_for_response (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] response = self.aggregate(self.get_response()) (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] ^^^^^^^^^^^^^^^^^^^ (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 388, in get_response (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] raise TimeoutError(f"RPC call to {method} timed out.") from e (EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError: RPC call to sample_tokens timed out. (EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:444] Triggering shutdown of workers (EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:425] Worker Termination: allow workers to gracefully shutdown (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] AsyncLLM output_handler failed. (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] Traceback (most recent call last): (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] outputs = await engine_core.get_output_async() (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] raise self._format_exception(outputs) from None (APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (Worker_TP1 pid=664) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer (Worker_TP0 pid=663) INFO 05-04 08:51:40 [v1/executor/multiproc_executor.py:775] Parent process exited, terminating worker queues (Worker_TP0 pid=663) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator. (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last): (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] outputs = await engine_core.get_output_async() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise self._format_exception(outputs) from None (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator. (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last): (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] outputs = await engine_core.get_output_async() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise self._format_exception(outputs) from None (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator. (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last): (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] async for res in result_generator: (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] out = q.get_nowait() or await q.get() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise output (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] outputs = await engine_core.get_output_async() (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] raise self._format_exception(outputs) from None (APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause. (APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.

Root Cause

Logs

(EngineCore pid=591) ERROR 05-04 08:51:40 [logging_utils/dump_input.py:81] Dumping scheduler stats: SchedulerStats(num_running_reqs=1, num_waiting_reqs=0, num_skipped_waiting_reqs=0, step_counter=0, current_wave=0, kv_cache_usage=0.002550310374067055, prefix_cache_stats=PrefixCacheStats(reset=False, requests=1, queries=2182, hits=0, preempted_requests=0, preempted_queries=0, preempted_hits=0), connector_prefix_cache_stats=None, kv_cache_eviction_events=[], spec_decoding_stats=None, kv_connector_stats=None, waiting_lora_adapters={}, running_lora_adapters={}, cudagraph_stats=None, perf_stats=None)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] EngineCore encountered a fatal error.
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 386, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     status, result = mq.dequeue(timeout=dequeue_timeout)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 755, in dequeue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     with self.acquire_read(timeout, indefinite) as buf:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/contextlib.py", line 137, in __enter__
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return next(self.gen)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 674, in acquire_read
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._spin_condition.wait(timeout_ms=read_timeout.timeout_ms())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                                          ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 631, in timeout_ms
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] The above exception was the direct cause of the following exception:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1129, in run_engine_core
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     engine_core.run_busy_loop()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1170, in run_busy_loop
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._process_engine_step()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1209, in _process_engine_step
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     outputs, model_executed = self.step_fn()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 521, in step_with_batch_queue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     model_output = future.result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                    ^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 90, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return super().result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 449, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return self.__get_result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise self._exception
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 94, in _wait_for_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     response = self.aggregate(self.get_response())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 388, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError(f"RPC call to {method} timed out.") from e
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError: RPC call to sample_tokens timed out.
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:444] Triggering shutdown of workers
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:425] Worker Termination: allow workers to gracefully shutdown
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] AsyncLLM output_handler failed.
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(Worker_TP1 pid=664) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(Worker_TP0 pid=663) INFO 05-04 08:51:40 [v1/executor/multiproc_executor.py:775] Parent process exited, terminating worker queues
(Worker_TP0 pid=663) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.

Fix Action

Fix / Workaround

============================== CPU Info

Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Address sizes: 52 bits physical, 57 bits virtual Byte Order: Little Endian CPU(s): 256 On-line CPU(s) list: 0-255 Vendor ID: AuthenticAMD Model name: AMD EPYC 9555 64-Core Processor CPU family: 26 Model: 2 Thread(s) per core: 2 Core(s) per socket: 64 Socket(s): 2 Stepping: 1 Frequency boost: enabled CPU max MHz: 4409.3750 CPU min MHz: 1500.0000 BogoMIPS: 6400.32 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good amd_lbr_v2 nopl xtopology nonstop_tsc cpuid extd_apicid aperfmperf rapl pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 hw_pstate ssbd mba perfmon_v2 ibrs ibpb stibp ibrs_enhanced vmmcall fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local avx_vnni avx512_bf16 clzero irperf xsaveerptr rdpru wbnoinvd amd_ppin cppc arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold avic v_vmsave_vmload vgif x2avic v_spec_ctrl vnmi avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq la57 rdpid bus_lock_detect movdiri movdir64b overflow_recov succor smca fsrm avx512_vp2intersect flush_l1d debug_swap amd_lbr_pmc_freeze Virtualization: AMD-V L1d cache: 6 MiB (128 instances) L1i cache: 4 MiB (128 instances) L2 cache: 128 MiB (128 instances) L3 cache: 512 MiB (16 instances) NUMA node(s): 2 NUMA node0 CPU(s): 0-63,128-191 NUMA node1 CPU(s): 64-127,192-255 Vulnerability Gather data sampling: Not affected Vulnerability Indirect target selection: Not affected Vulnerability Itlb multihit: Not affected Vulnerability L1tf: Not affected Vulnerability Mds: Not affected Vulnerability Meltdown: Not affected Vulnerability Mmio stale data: Not affected Vulnerability Reg file data sampling: Not affected Vulnerability Retbleed: Not affected Vulnerability Spec rstack overflow: Mitigation; Reduced Speculation Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization Vulnerability Spectre v2: Mitigation; Enhanced / Automatic IBRS; IBPB conditional; STIBP always-on; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected Vulnerability Srbds: Not affected Vulnerability Tsa: Not affected Vulnerability Tsx async abort: Not affected Vulnerability Vmscape: Mitigation; IBPB before exit to userspace

Code Example

==============================
        System Info
==============================
OS                           : Ubuntu 22.04.5 LTS (x86_64)
GCC version                  : (Ubuntu 11.4.0-1ubuntu1~22.04.3) 11.4.0
Clang version                : Could not collect
CMake version                : Could not collect
Libc version                 : glibc-2.35

==============================
       PyTorch Info
==============================
PyTorch version              : 2.10.0+cu129
Is debug build               : False
CUDA used to build PyTorch   : 12.9
ROCM used to build PyTorch   : N/A
XPU used to build PyTorch    : N/A

==============================
      Python Environment
==============================
Python version               : 3.12.13 (main, Mar  4 2026, 09:23:07) [GCC 11.4.0] (64-bit runtime)
Python platform              : Linux-5.14.0-570.98.1.el9_6.x86_64-x86_64-with-glibc2.35
    
==============================
       CUDA / GPU Info
==============================
Is CUDA available            : True
CUDA runtime version         : 12.9.86
CUDA_MODULE_LOADING set to   : 
GPU models and configuration : 
GPU 0: NVIDIA H200 NVL
GPU 1: NVIDIA H200 NVL

Nvidia driver version        : 580.126.20
cuDNN version                : Could not collect
HIP runtime version          : N/A
MIOpen runtime version       : N/A
Is XNNPACK available         : True

==============================
          CPU Info
==============================
Architecture:                            x86_64
CPU op-mode(s):                          32-bit, 64-bit
Address sizes:                           52 bits physical, 57 bits virtual
Byte Order:                              Little Endian
CPU(s):                                  256
On-line CPU(s) list:                     0-255
Vendor ID:                               AuthenticAMD
Model name:                              AMD EPYC 9555 64-Core Processor
CPU family:                              26
Model:                                   2
Thread(s) per core:                      2
Core(s) per socket:                      64
Socket(s):                               2
Stepping:                                1
Frequency boost:                         enabled
CPU max MHz:                             4409.3750
CPU min MHz:                             1500.0000
BogoMIPS:                                6400.32
Flags:                                   fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good amd_lbr_v2 nopl xtopology nonstop_tsc cpuid extd_apicid aperfmperf rapl pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 hw_pstate ssbd mba perfmon_v2 ibrs ibpb stibp ibrs_enhanced vmmcall fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local avx_vnni avx512_bf16 clzero irperf xsaveerptr rdpru wbnoinvd amd_ppin cppc arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold avic v_vmsave_vmload vgif x2avic v_spec_ctrl vnmi avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq la57 rdpid bus_lock_detect movdiri movdir64b overflow_recov succor smca fsrm avx512_vp2intersect flush_l1d debug_swap amd_lbr_pmc_freeze
Virtualization:                          AMD-V
L1d cache:                               6 MiB (128 instances)
L1i cache:                               4 MiB (128 instances)
L2 cache:                                128 MiB (128 instances)
L3 cache:                                512 MiB (16 instances)
NUMA node(s):                            2
NUMA node0 CPU(s):                       0-63,128-191
NUMA node1 CPU(s):                       64-127,192-255
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Mitigation; Reduced Speculation
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; Enhanced / Automatic IBRS; IBPB conditional; STIBP always-on; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Mitigation; IBPB before exit to userspace

==============================
Versions of relevant libraries
==============================
[pip3] flashinfer-python==0.6.6
[pip3] numpy==2.2.6
[pip3] nvidia-cublas-cu12==12.9.1.4
[pip3] nvidia-cuda-cupti-cu12==12.9.79
[pip3] nvidia-cuda-nvrtc-cu12==12.9.86
[pip3] nvidia-cuda-runtime-cu12==12.9.79
[pip3] nvidia-cudnn-cu12==9.10.2.21
[pip3] nvidia-cudnn-frontend==1.18.0
[pip3] nvidia-cufft-cu12==11.4.1.4
[pip3] nvidia-cufile-cu12==1.14.1.1
[pip3] nvidia-curand-cu12==10.3.10.19
[pip3] nvidia-cusolver-cu12==11.7.5.82
[pip3] nvidia-cusparse-cu12==12.5.10.65
[pip3] nvidia-cusparselt-cu12==0.7.1
[pip3] nvidia-cutlass-dsl==4.4.2
[pip3] nvidia-cutlass-dsl-libs-base==4.4.2
[pip3] nvidia-ml-py==13.595.45
[pip3] nvidia-nccl-cu12==2.27.5
[pip3] nvidia-nvjitlink-cu12==12.9.86
[pip3] nvidia-nvshmem-cu12==3.4.5
[pip3] nvidia-nvtx-cu12==12.9.79
[pip3] pyzmq==27.1.0
[pip3] torch==2.10.0+cu129
[pip3] torch_c_dlpack_ext==0.1.5
[pip3] torchaudio==2.10.0+cu129
[pip3] torchvision==0.25.0+cu129
[pip3] transformers==5.5.4
[pip3] triton==3.6.0
[conda] Could not collect

==============================
         vLLM Info
==============================
ROCM Version                 : Could not collect
vLLM Version                 : 0.19.1
vLLM Build Flags:
  CUDA Archs: 7.0 7.5 8.0 8.9 9.0 10.0 12.0; ROCm: Disabled; XPU: Disabled
GPU Topology:
        GPU0    GPU1    NIC0    NIC1    CPU Affinity    NUMA Affinity   GPU NUMA ID
GPU0     X      NODE    NODE    NODE    64-127,192-255  1               N/A
GPU1    NODE     X      NODE    NODE    64-127,192-255  1               N/A
NIC0    NODE    NODE     X      PIX
NIC1    NODE    NODE    PIX      X 

Legend:

  X    = Self
  SYS  = Connection traversing PCIe as well as the SMP interconnect between NUMA nodes (e.g., QPI/UPI)
  NODE = Connection traversing PCIe as well as the interconnect between PCIe Host Bridges within a NUMA node
  PHB  = Connection traversing PCIe as well as a PCIe Host Bridge (typically the CPU)
  PXB  = Connection traversing multiple PCIe bridges (without traversing the PCIe Host Bridge)
  PIX  = Connection traversing at most a single PCIe bridge
  NV#  = Connection traversing a bonded set of # NVLinks

NIC Legend:

  NIC0: mlx5_0
  NIC1: mlx5_1

==============================
     Environment Variables
==============================
CUDA_VERSION=12.9.1
LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/lib64
NVIDIA_CTK_LIBCUDA_DIR=/usr/lib64
NVIDIA_DRIVER_CAPABILITIES=compute,utility
NVIDIA_GDRCOPY=enabled
NVIDIA_GDS=enabled
NVIDIA_MOFED=enabled
NVIDIA_REQUIRE_CUDA=cuda>=12.9 brand=unknown,driver>=535,driver<536 brand=grid,driver>=535,driver<536 brand=tesla,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=vapps,driver>=535,driver<536 brand=vpc,driver>=535,driver<536 brand=vcs,driver>=535,driver<536 brand=vws,driver>=535,driver<536 brand=cloudgaming,driver>=535,driver<536 brand=unknown,driver>=550,driver<551 brand=grid,driver>=550,driver<551 brand=tesla,driver>=550,driver<551 brand=nvidia,driver>=550,driver<551 brand=quadro,driver>=550,driver<551 brand=quadrortx,driver>=550,driver<551 brand=nvidiartx,driver>=550,driver<551 brand=vapps,driver>=550,driver<551 brand=vpc,driver>=550,driver<551 brand=vcs,driver>=550,driver<551 brand=vws,driver>=550,driver<551 brand=cloudgaming,driver>=550,driver<551 brand=unknown,driver>=560,driver<561 brand=grid,driver>=560,driver<561 brand=tesla,driver>=560,driver<561 brand=nvidia,driver>=560,driver<561 brand=quadro,driver>=560,driver<561 brand=quadrortx,driver>=560,driver<561 brand=nvidiartx,driver>=560,driver<561 brand=vapps,driver>=560,driver<561 brand=vpc,driver>=560,driver<561 brand=vcs,driver>=560,driver<561 brand=vws,driver>=560,driver<561 brand=cloudgaming,driver>=560,driver<561 brand=unknown,driver>=565,driver<566 brand=grid,driver>=565,driver<566 brand=tesla,driver>=565,driver<566 brand=nvidia,driver>=565,driver<566 brand=quadro,driver>=565,driver<566 brand=quadrortx,driver>=565,driver<566 brand=nvidiartx,driver>=565,driver<566 brand=vapps,driver>=565,driver<566 brand=vpc,driver>=565,driver<566 brand=vcs,driver>=565,driver<566 brand=vws,driver>=565,driver<566 brand=cloudgaming,driver>=565,driver<566 brand=unknown,driver>=570,driver<571 brand=grid,driver>=570,driver<571 brand=tesla,driver>=570,driver<571 brand=nvidia,driver>=570,driver<571 brand=quadro,driver>=570,driver<571 brand=quadrortx,driver>=570,driver<571 brand=nvidiartx,driver>=570,driver<571 brand=vapps,driver>=570,driver<571 brand=vpc,driver>=570,driver<571 brand=vcs,driver>=570,driver<571 brand=vws,driver>=570,driver<571 brand=cloudgaming,driver>=570,driver<571
NVIDIA_VISIBLE_DEVICES=void
TORCH_CUDA_ARCH_LIST=7.0 7.5 8.0 8.9 9.0 10.0 12.0
VLLM_ENABLE_CUDA_COMPATIBILITY=0
VLLM_LOGGING_LEVEL=DEBUG
VLLM_USAGE_SOURCE=production-docker-image
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_COMPILE_THREADS=1
TORCHINDUCTOR_CACHE_DIR=/tmp/torchinductor_root

---

apiVersion: apps/v1
kind: Deployment
metadata:
  namespace: genai-models
  name: google-gemma-4-31b-it-h200-vllm-deploy
  labels:
    app:  google-gemma-4-31b-it-3-deploy
    app.kubernetes.io/part-of:  google-gemma-4-31b-it-vllm
spec:
  replicas: 1
  revisionHistoryLimit: 1
  strategy:
    type: Recreate
  selector:
    matchLabels:
      app:  google-gemma-4-31b-it-vllm-pod
  template:
    metadata:
      labels:
        app:  google-gemma-4-31b-it-vllm-pod
    spec:
      serviceAccountName: genai-models-anyuid-serviceaccount
      securityContext:
        privileged: true
      volumes:
      - name: model
        persistentVolumeClaim:
          claimName: huggingface-pv-filesystem
      - name: dshm
        emptyDir:
          medium: Memory
          sizeLimit: "32G"
      containers:
      - name: google-gemma-4-31b-it-vllm-pod
        command: ["/bin/sh", "-c"]
        args:
          - >
            vllm serve google/gemma-4-31B-it
            --served-model-name google/gemma-4-31B-it
            --kv-cache-dtype fp8
            --max-model-len 200000
            --dtype auto
            --async-scheduling
            --tensor-parallel-size 2
            --trust-remote-code
            --gpu-memory-utilization 0.90
            --enable-chunked-prefill
            --enable-auto-tool-choice 
            --reasoning-parser gemma4 
            --tool-call-parser gemma4 
            --limit-mm-per-prompt '{"image": 2, "audio": 1}'
            --chat-template examples/tool_chat_template_gemma4.jinja
            --max-num-seqs 64
        env:
        - name: VLLM_LOGGING_LEVEL
          value: DEBUG

---

(Worker pid=647) DEBUG 05-04 14:38:15 [utils/nccl.py:34] Found nccl from library libnccl.so.2
(Worker pid=647) INFO 05-04 14:38:15 [distributed/device_communicators/pynccl.py:111] vLLM is using nccl==2.27.5
(APIServer pid=434) DEBUG 05-04 14:38:17 [v1/engine/utils.py:1047] Waiting for 1 local, 0 remote core engine proc(s) to start.
(APIServer pid=434) DEBUG 05-04 14:38:27 [v1/engine/utils.py:1047] Waiting for 1 local, 0 remote core engine proc(s) to start.

---

env:
        - name: NCCL_P2P_LEVEL
          value: "NVL"
        - name: NCCL_P2P_DISABLE
          value: "1"

---

(EngineCore pid=591) ERROR 05-04 08:51:40 [logging_utils/dump_input.py:81] Dumping scheduler stats: SchedulerStats(num_running_reqs=1, num_waiting_reqs=0, num_skipped_waiting_reqs=0, step_counter=0, current_wave=0, kv_cache_usage=0.002550310374067055, prefix_cache_stats=PrefixCacheStats(reset=False, requests=1, queries=2182, hits=0, preempted_requests=0, preempted_queries=0, preempted_hits=0), connector_prefix_cache_stats=None, kv_cache_eviction_events=[], spec_decoding_stats=None, kv_connector_stats=None, waiting_lora_adapters={}, running_lora_adapters={}, cudagraph_stats=None, perf_stats=None)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] EngineCore encountered a fatal error.
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 386, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     status, result = mq.dequeue(timeout=dequeue_timeout)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 755, in dequeue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     with self.acquire_read(timeout, indefinite) as buf:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/contextlib.py", line 137, in __enter__
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return next(self.gen)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 674, in acquire_read
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._spin_condition.wait(timeout_ms=read_timeout.timeout_ms())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                                          ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 631, in timeout_ms
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] The above exception was the direct cause of the following exception:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1129, in run_engine_core
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     engine_core.run_busy_loop()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1170, in run_busy_loop
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._process_engine_step()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1209, in _process_engine_step
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     outputs, model_executed = self.step_fn()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 521, in step_with_batch_queue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     model_output = future.result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                    ^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 90, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return super().result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 449, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return self.__get_result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise self._exception
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 94, in _wait_for_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     response = self.aggregate(self.get_response())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 388, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError(f"RPC call to {method} timed out.") from e
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError: RPC call to sample_tokens timed out.
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:444] Triggering shutdown of workers
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:425] Worker Termination: allow workers to gracefully shutdown
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] AsyncLLM output_handler failed.
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(Worker_TP1 pid=664) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(Worker_TP0 pid=663) INFO 05-04 08:51:40 [v1/executor/multiproc_executor.py:775] Parent process exited, terminating worker queues
(Worker_TP0 pid=663) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
RAW_BUFFERClick to expand / collapse

Your current environment

<details> <summary>The output of <code>python collect_env.py</code></summary>
==============================
        System Info
==============================
OS                           : Ubuntu 22.04.5 LTS (x86_64)
GCC version                  : (Ubuntu 11.4.0-1ubuntu1~22.04.3) 11.4.0
Clang version                : Could not collect
CMake version                : Could not collect
Libc version                 : glibc-2.35

==============================
       PyTorch Info
==============================
PyTorch version              : 2.10.0+cu129
Is debug build               : False
CUDA used to build PyTorch   : 12.9
ROCM used to build PyTorch   : N/A
XPU used to build PyTorch    : N/A

==============================
      Python Environment
==============================
Python version               : 3.12.13 (main, Mar  4 2026, 09:23:07) [GCC 11.4.0] (64-bit runtime)
Python platform              : Linux-5.14.0-570.98.1.el9_6.x86_64-x86_64-with-glibc2.35
    
==============================
       CUDA / GPU Info
==============================
Is CUDA available            : True
CUDA runtime version         : 12.9.86
CUDA_MODULE_LOADING set to   : 
GPU models and configuration : 
GPU 0: NVIDIA H200 NVL
GPU 1: NVIDIA H200 NVL

Nvidia driver version        : 580.126.20
cuDNN version                : Could not collect
HIP runtime version          : N/A
MIOpen runtime version       : N/A
Is XNNPACK available         : True

==============================
          CPU Info
==============================
Architecture:                            x86_64
CPU op-mode(s):                          32-bit, 64-bit
Address sizes:                           52 bits physical, 57 bits virtual
Byte Order:                              Little Endian
CPU(s):                                  256
On-line CPU(s) list:                     0-255
Vendor ID:                               AuthenticAMD
Model name:                              AMD EPYC 9555 64-Core Processor
CPU family:                              26
Model:                                   2
Thread(s) per core:                      2
Core(s) per socket:                      64
Socket(s):                               2
Stepping:                                1
Frequency boost:                         enabled
CPU max MHz:                             4409.3750
CPU min MHz:                             1500.0000
BogoMIPS:                                6400.32
Flags:                                   fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good amd_lbr_v2 nopl xtopology nonstop_tsc cpuid extd_apicid aperfmperf rapl pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 hw_pstate ssbd mba perfmon_v2 ibrs ibpb stibp ibrs_enhanced vmmcall fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local avx_vnni avx512_bf16 clzero irperf xsaveerptr rdpru wbnoinvd amd_ppin cppc arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold avic v_vmsave_vmload vgif x2avic v_spec_ctrl vnmi avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq la57 rdpid bus_lock_detect movdiri movdir64b overflow_recov succor smca fsrm avx512_vp2intersect flush_l1d debug_swap amd_lbr_pmc_freeze
Virtualization:                          AMD-V
L1d cache:                               6 MiB (128 instances)
L1i cache:                               4 MiB (128 instances)
L2 cache:                                128 MiB (128 instances)
L3 cache:                                512 MiB (16 instances)
NUMA node(s):                            2
NUMA node0 CPU(s):                       0-63,128-191
NUMA node1 CPU(s):                       64-127,192-255
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Mitigation; Reduced Speculation
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; Enhanced / Automatic IBRS; IBPB conditional; STIBP always-on; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Mitigation; IBPB before exit to userspace

==============================
Versions of relevant libraries
==============================
[pip3] flashinfer-python==0.6.6
[pip3] numpy==2.2.6
[pip3] nvidia-cublas-cu12==12.9.1.4
[pip3] nvidia-cuda-cupti-cu12==12.9.79
[pip3] nvidia-cuda-nvrtc-cu12==12.9.86
[pip3] nvidia-cuda-runtime-cu12==12.9.79
[pip3] nvidia-cudnn-cu12==9.10.2.21
[pip3] nvidia-cudnn-frontend==1.18.0
[pip3] nvidia-cufft-cu12==11.4.1.4
[pip3] nvidia-cufile-cu12==1.14.1.1
[pip3] nvidia-curand-cu12==10.3.10.19
[pip3] nvidia-cusolver-cu12==11.7.5.82
[pip3] nvidia-cusparse-cu12==12.5.10.65
[pip3] nvidia-cusparselt-cu12==0.7.1
[pip3] nvidia-cutlass-dsl==4.4.2
[pip3] nvidia-cutlass-dsl-libs-base==4.4.2
[pip3] nvidia-ml-py==13.595.45
[pip3] nvidia-nccl-cu12==2.27.5
[pip3] nvidia-nvjitlink-cu12==12.9.86
[pip3] nvidia-nvshmem-cu12==3.4.5
[pip3] nvidia-nvtx-cu12==12.9.79
[pip3] pyzmq==27.1.0
[pip3] torch==2.10.0+cu129
[pip3] torch_c_dlpack_ext==0.1.5
[pip3] torchaudio==2.10.0+cu129
[pip3] torchvision==0.25.0+cu129
[pip3] transformers==5.5.4
[pip3] triton==3.6.0
[conda] Could not collect

==============================
         vLLM Info
==============================
ROCM Version                 : Could not collect
vLLM Version                 : 0.19.1
vLLM Build Flags:
  CUDA Archs: 7.0 7.5 8.0 8.9 9.0 10.0 12.0; ROCm: Disabled; XPU: Disabled
GPU Topology:
        GPU0    GPU1    NIC0    NIC1    CPU Affinity    NUMA Affinity   GPU NUMA ID
GPU0     X      NODE    NODE    NODE    64-127,192-255  1               N/A
GPU1    NODE     X      NODE    NODE    64-127,192-255  1               N/A
NIC0    NODE    NODE     X      PIX
NIC1    NODE    NODE    PIX      X 

Legend:

  X    = Self
  SYS  = Connection traversing PCIe as well as the SMP interconnect between NUMA nodes (e.g., QPI/UPI)
  NODE = Connection traversing PCIe as well as the interconnect between PCIe Host Bridges within a NUMA node
  PHB  = Connection traversing PCIe as well as a PCIe Host Bridge (typically the CPU)
  PXB  = Connection traversing multiple PCIe bridges (without traversing the PCIe Host Bridge)
  PIX  = Connection traversing at most a single PCIe bridge
  NV#  = Connection traversing a bonded set of # NVLinks

NIC Legend:

  NIC0: mlx5_0
  NIC1: mlx5_1

==============================
     Environment Variables
==============================
CUDA_VERSION=12.9.1
LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/lib64
NVIDIA_CTK_LIBCUDA_DIR=/usr/lib64
NVIDIA_DRIVER_CAPABILITIES=compute,utility
NVIDIA_GDRCOPY=enabled
NVIDIA_GDS=enabled
NVIDIA_MOFED=enabled
NVIDIA_REQUIRE_CUDA=cuda>=12.9 brand=unknown,driver>=535,driver<536 brand=grid,driver>=535,driver<536 brand=tesla,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=vapps,driver>=535,driver<536 brand=vpc,driver>=535,driver<536 brand=vcs,driver>=535,driver<536 brand=vws,driver>=535,driver<536 brand=cloudgaming,driver>=535,driver<536 brand=unknown,driver>=550,driver<551 brand=grid,driver>=550,driver<551 brand=tesla,driver>=550,driver<551 brand=nvidia,driver>=550,driver<551 brand=quadro,driver>=550,driver<551 brand=quadrortx,driver>=550,driver<551 brand=nvidiartx,driver>=550,driver<551 brand=vapps,driver>=550,driver<551 brand=vpc,driver>=550,driver<551 brand=vcs,driver>=550,driver<551 brand=vws,driver>=550,driver<551 brand=cloudgaming,driver>=550,driver<551 brand=unknown,driver>=560,driver<561 brand=grid,driver>=560,driver<561 brand=tesla,driver>=560,driver<561 brand=nvidia,driver>=560,driver<561 brand=quadro,driver>=560,driver<561 brand=quadrortx,driver>=560,driver<561 brand=nvidiartx,driver>=560,driver<561 brand=vapps,driver>=560,driver<561 brand=vpc,driver>=560,driver<561 brand=vcs,driver>=560,driver<561 brand=vws,driver>=560,driver<561 brand=cloudgaming,driver>=560,driver<561 brand=unknown,driver>=565,driver<566 brand=grid,driver>=565,driver<566 brand=tesla,driver>=565,driver<566 brand=nvidia,driver>=565,driver<566 brand=quadro,driver>=565,driver<566 brand=quadrortx,driver>=565,driver<566 brand=nvidiartx,driver>=565,driver<566 brand=vapps,driver>=565,driver<566 brand=vpc,driver>=565,driver<566 brand=vcs,driver>=565,driver<566 brand=vws,driver>=565,driver<566 brand=cloudgaming,driver>=565,driver<566 brand=unknown,driver>=570,driver<571 brand=grid,driver>=570,driver<571 brand=tesla,driver>=570,driver<571 brand=nvidia,driver>=570,driver<571 brand=quadro,driver>=570,driver<571 brand=quadrortx,driver>=570,driver<571 brand=nvidiartx,driver>=570,driver<571 brand=vapps,driver>=570,driver<571 brand=vpc,driver>=570,driver<571 brand=vcs,driver>=570,driver<571 brand=vws,driver>=570,driver<571 brand=cloudgaming,driver>=570,driver<571
NVIDIA_VISIBLE_DEVICES=void
TORCH_CUDA_ARCH_LIST=7.0 7.5 8.0 8.9 9.0 10.0 12.0
VLLM_ENABLE_CUDA_COMPATIBILITY=0
VLLM_LOGGING_LEVEL=DEBUG
VLLM_USAGE_SOURCE=production-docker-image
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_COMPILE_THREADS=1
TORCHINDUCTOR_CACHE_DIR=/tmp/torchinductor_root
</details>

🐛 Describe the bug

When running gemma4 on 2 h200 GPUs, vllm stalls with this message on an openshift cluster, I've tested with version version 0.20.0 and 0.19.1.

Settings

apiVersion: apps/v1
kind: Deployment
metadata:
  namespace: genai-models
  name: google-gemma-4-31b-it-h200-vllm-deploy
  labels:
    app:  google-gemma-4-31b-it-3-deploy
    app.kubernetes.io/part-of:  google-gemma-4-31b-it-vllm
spec:
  replicas: 1
  revisionHistoryLimit: 1
  strategy:
    type: Recreate
  selector:
    matchLabels:
      app:  google-gemma-4-31b-it-vllm-pod
  template:
    metadata:
      labels:
        app:  google-gemma-4-31b-it-vllm-pod
    spec:
      serviceAccountName: genai-models-anyuid-serviceaccount
      securityContext:
        privileged: true
      volumes:
      - name: model
        persistentVolumeClaim:
          claimName: huggingface-pv-filesystem
      - name: dshm
        emptyDir:
          medium: Memory
          sizeLimit: "32G"
      containers:
      - name: google-gemma-4-31b-it-vllm-pod
        command: ["/bin/sh", "-c"]
        args:
          - >
            vllm serve google/gemma-4-31B-it
            --served-model-name google/gemma-4-31B-it
            --kv-cache-dtype fp8
            --max-model-len 200000
            --dtype auto
            --async-scheduling
            --tensor-parallel-size 2
            --trust-remote-code
            --gpu-memory-utilization 0.90
            --enable-chunked-prefill
            --enable-auto-tool-choice 
            --reasoning-parser gemma4 
            --tool-call-parser gemma4 
            --limit-mm-per-prompt '{"image": 2, "audio": 1}'
            --chat-template examples/tool_chat_template_gemma4.jinja
            --max-num-seqs 64
        env:
        - name: VLLM_LOGGING_LEVEL
          value: DEBUG

Logs

(Worker pid=647) DEBUG 05-04 14:38:15 [utils/nccl.py:34] Found nccl from library libnccl.so.2
(Worker pid=647) INFO 05-04 14:38:15 [distributed/device_communicators/pynccl.py:111] vLLM is using nccl==2.27.5
(APIServer pid=434) DEBUG 05-04 14:38:17 [v1/engine/utils.py:1047] Waiting for 1 local, 0 remote core engine proc(s) to start.
(APIServer pid=434) DEBUG 05-04 14:38:27 [v1/engine/utils.py:1047] Waiting for 1 local, 0 remote core engine proc(s) to start.

When I add either one of these environment variable, it gets passed the hanging

       env:
        - name: NCCL_P2P_LEVEL
          value: "NVL"
        - name: NCCL_P2P_DISABLE
          value: "1"

and it eventually starts but crashes

Logs

(EngineCore pid=591) ERROR 05-04 08:51:40 [logging_utils/dump_input.py:81] Dumping scheduler stats: SchedulerStats(num_running_reqs=1, num_waiting_reqs=0, num_skipped_waiting_reqs=0, step_counter=0, current_wave=0, kv_cache_usage=0.002550310374067055, prefix_cache_stats=PrefixCacheStats(reset=False, requests=1, queries=2182, hits=0, preempted_requests=0, preempted_queries=0, preempted_hits=0), connector_prefix_cache_stats=None, kv_cache_eviction_events=[], spec_decoding_stats=None, kv_connector_stats=None, waiting_lora_adapters={}, running_lora_adapters={}, cudagraph_stats=None, perf_stats=None)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] EngineCore encountered a fatal error.
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 386, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     status, result = mq.dequeue(timeout=dequeue_timeout)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 755, in dequeue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     with self.acquire_read(timeout, indefinite) as buf:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/contextlib.py", line 137, in __enter__
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return next(self.gen)
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 674, in acquire_read
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._spin_condition.wait(timeout_ms=read_timeout.timeout_ms())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                                          ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/distributed/device_communicators/shm_broadcast.py", line 631, in timeout_ms
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] The above exception was the direct cause of the following exception:
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] 
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] Traceback (most recent call last):
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1129, in run_engine_core
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     engine_core.run_busy_loop()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1170, in run_busy_loop
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     self._process_engine_step()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 1209, in _process_engine_step
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     outputs, model_executed = self.step_fn()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core.py", line 521, in step_with_batch_queue
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     model_output = future.result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                    ^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 90, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return super().result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 449, in result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     return self.__get_result()
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise self._exception
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 94, in _wait_for_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     response = self.aggregate(self.get_response())
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]                               ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/executor/multiproc_executor.py", line 388, in get_response
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138]     raise TimeoutError(f"RPC call to {method} timed out.") from e
(EngineCore pid=591) ERROR 05-04 08:51:40 [v1/engine/core.py:1138] TimeoutError: RPC call to sample_tokens timed out.
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:444] Triggering shutdown of workers
(EngineCore pid=591) DEBUG 05-04 08:51:40 [v1/executor/multiproc_executor.py:425] Worker Termination: allow workers to gracefully shutdown
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] AsyncLLM output_handler failed.
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [v1/engine/async_llm.py:699] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(Worker_TP1 pid=664) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(Worker_TP0 pid=663) INFO 05-04 08:51:40 [v1/executor/multiproc_executor.py:775] Parent process exited, terminating worker queues
(Worker_TP0 pid=663) DEBUG 05-04 08:51:40 [distributed/device_communicators/shm_broadcast.py:168] Canceling waiting reads on SHM Buffer
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Error in chat completion stream generator.
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] Traceback (most recent call last):
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/entrypoints/openai/chat_completion/serving.py", line 635, in chat_completion_stream_generator
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     async for res in result_generator:
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 574, in generate
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     out = q.get_nowait() or await q.get()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]                             ^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/output_processor.py", line 85, in get
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise output
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/async_llm.py", line 655, in output_handler
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     outputs = await engine_core.get_output_async()
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]   File "/usr/local/lib/python3.12/dist-packages/vllm/v1/engine/core_client.py", line 998, in get_output_async
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267]     raise self._format_exception(outputs) from None
(APIServer pid=433) ERROR 05-04 08:51:40 [entrypoints/.../chat_completion/serving.py:1267] vllm.v1.engine.exceptions.EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.
(APIServer pid=433) DEBUG 05-04 08:51:40 [entrypoints/utils.py:312] create_error_response called with EngineDeadError: EngineCore encountered an issue. See stack trace (above) for the root cause.

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extent analysis

TL;DR

Setting the environment variable NCCL_P2P_LEVEL to "NVL" or NCCL_P2P_DISABLE to "1" may help resolve the issue, but it eventually leads to a crash, indicating a potential problem with NVLink communication between GPUs.

Guidance

  1. Verify GPU compatibility: Ensure that the H200 GPUs are compatible with the version of NCCL being used (2.27.5) and the CUDA version (12.9).
  2. Check NVLink configuration: Confirm that NVLink is properly configured and enabled for the H200 GPUs, as the issue seems related to NVLink communication.
  3. Investigate NCCL settings: Experiment with different NCCL settings, such as NCCL_DEBUG or NCCL_BLOCKING_WAIT, to see if they affect the behavior of the application.
  4. Monitor system resources: Keep an eye on system resources (e.g., memory, CPU usage) to ensure that the application is not running out of resources, which could contribute to the crash.

Example

No specific code example is provided, as the issue seems related to environment variables and GPU configuration rather than code.

Notes

The provided logs indicate a TimeoutError when trying to get output from the engine core, which suggests a communication issue between the GPUs or between the GPUs and the engine core. The fact that setting NCCL_P2P_LEVEL to "NVL" or NCCL_P2P_DISABLE to "1" allows the application to pass the initial hanging but eventually crash implies that there is a problem with NVLink communication.

Recommendation

Apply the workaround by setting NCCL_P2P_LEVEL to "NVL" or NCCL_P2P_DISABLE to "1" and monitor the application's behavior to see if it resolves the issue or provides more insight into the problem. However, be aware that this might not be a permanent

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