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vllm-project / vllm

A high-throughput and memory-efficient inference and serving engine for LLMs
https://docs.vllm.ai
Apache License 2.0
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[Bug]: asyncio.exceptions.CancelledError asyncio.exceptions.TimeoutError #5732

Open ZZhangxian opened 2 months ago

ZZhangxian commented 2 months ago

Your current environment

Collecting environment information... PyTorch version: 2.3.0+cu121 Is debug build: False CUDA used to build PyTorch: 12.1 ROCM used to build PyTorch: N/A

OS: Debian GNU/Linux 10 (buster) (x86_64) GCC version: (Debian 8.3.0-6) 8.3.0 Clang version: Could not collect CMake version: version 3.29.5 Libc version: glibc-2.28

Python version: 3.10.9 (main, Mar 1 2023, 18:23:06) [GCC 11.2.0] (64-bit runtime) Python platform: Linux-5.15.0-78-generic-x86_64-with-glibc2.28 Is CUDA available: True CUDA runtime version: Could not collect CUDA_MODULE_LOADING set to: LAZY GPU models and configuration: GPU 0: NVIDIA A800-SXM4-80GB GPU 1: NVIDIA A800-SXM4-80GB GPU 2: NVIDIA A800-SXM4-80GB GPU 3: NVIDIA A800-SXM4-80GB

Nvidia driver version: 525.125.06 cuDNN version: Could not collect HIP runtime version: N/A MIOpen runtime version: N/A Is XNNPACK available: True

CPU: Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian Address sizes: 46 bits physical, 57 bits virtual CPU(s): 128 On-line CPU(s) list: 0-127 Thread(s) per core: 2 Core(s) per socket: 32 Socket(s): 2 NUMA node(s): 2 Vendor ID: GenuineIntel CPU family: 6 Model: 106 Model name: Intel(R) Xeon(R) Platinum 8358 CPU @ 2.60GHz Stepping: 6 CPU MHz: 988.276 CPU max MHz: 3400.0000 CPU min MHz: 800.0000 BogoMIPS: 5200.00 Virtualization: VT-x L1d cache: 48K L1i cache: 32K L2 cache: 1280K L3 cache: 49152K NUMA node0 CPU(s): 0-31,64-95 NUMA node1 CPU(s): 32-63,96-127 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 invpcid_single intel_ppin ssbd mba ibrs ibpb stibp ibrs_enhanced tpr_shadow vnmi flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb intel_pt avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local split_lock_detect wbnoinvd dtherm ida arat pln pts avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg tme avx512_vpopcntdq la57 rdpid fsrm md_clear pconfig flush_l1d arch_capabilities

Versions of relevant libraries: [pip3] flake8==6.0.0 [pip3] mypy==1.9.0 [pip3] mypy-extensions==1.0.0 [pip3] numpy==1.23.5 [pip3] numpydoc==1.5.0 [pip3] nvidia-nccl-cu12==2.20.5 [pip3] sentence-transformers==3.0.1 [pip3] torch==2.3.0 [pip3] transformers==4.41.2 [pip3] triton==2.3.0 [conda] blas 1.0 mkl
[conda] mkl 2021.4.0 h06a4308_640
[conda] mkl-service 2.4.0 py310h7f8727e_0
[conda] mkl_fft 1.3.1 py310hd6ae3a3_0
[conda] mkl_random 1.2.2 py310h00e6091_0
[conda] numpy 1.23.5 py310hd5efca6_0
[conda] numpy-base 1.23.5 py310h8e6c178_0
[conda] numpydoc 1.5.0 py310h06a4308_0
[conda] nvidia-nccl-cu12 2.20.5 pypi_0 pypi [conda] sentence-transformers 3.0.1 pypi_0 pypi [conda] torch 2.3.0 pypi_0 pypi [conda] transformers 4.41.2 pypi_0 pypi [conda] triton 2.3.0 pypi_0 pypi ROCM Version: Could not collect Neuron SDK Version: N/A vLLM Version: 0.5.0.post1 vLLM Build Flags: CUDA Archs: Not Set; ROCm: Disabled; Neuron: Disabled GPU Topology: GPU0 GPU1 GPU2 GPU3 NIC0 NIC1 NIC2 NIC3 NIC4 NIC5 NIC6 NIC7 NIC8 CPU Affinity NUMA Affinity GPU0 X NV8 NV8 NV8 SYS SYS PXB PXB NODE NODE NODE NODE NODE 32-63,96-127 1 GPU1 NV8 X NV8 NV8 SYS SYS PXB PXB NODE NODE NODE NODE NODE 32-63,96-127 1 GPU2 NV8 NV8 X NV8 SYS SYS NODE NODE PXB PXB PXB PXB NODE 32-63,96-127 1 GPU3 NV8 NV8 NV8 X SYS SYS NODE NODE PXB PXB PXB PXB NODE 32-63,96-127 1 NIC0 SYS SYS SYS SYS X PIX SYS SYS SYS SYS SYS SYS SYS NIC1 SYS SYS SYS SYS PIX X SYS SYS SYS SYS SYS SYS SYS NIC2 PXB PXB NODE NODE SYS SYS X PIX NODE NODE NODE NODE NODE NIC3 PXB PXB NODE NODE SYS SYS PIX X NODE NODE NODE NODE NODE NIC4 NODE NODE PXB PXB SYS SYS NODE NODE X PIX PXB PXB NODE NIC5 NODE NODE PXB PXB SYS SYS NODE NODE PIX X PXB PXB NODE NIC6 NODE NODE PXB PXB SYS SYS NODE NODE PXB PXB X PIX NODE NIC7 NODE NODE PXB PXB SYS SYS NODE NODE PXB PXB PIX X NODE NIC8 NODE NODE NODE NODE SYS SYS NODE NODE NODE NODE NODE NODE 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 NIC2: mlx5_4 NIC3: mlx5_5 NIC4: mlx5_6 NIC5: mlx5_7 NIC6: mlx5_8 NIC7: mlx5_9 NIC8: mlx5_bond_0

🐛 Describe the bug

ERROR: Exception in ASGI application Traceback (most recent call last): File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 506, in engine_step request_outputs = await self.engine.step_async() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 235, in step_async output = await self.model_executor.execute_model_async( File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/distributed_gpu_executor.py", line 166, in execute_model_async return await self._driver_execute_model_async(execute_model_req) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/multiproc_gpu_executor.py", line 149, in _driver_execute_model_async return await self.driver_exec_model(execute_model_req) asyncio.exceptions.CancelledError

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/root/anaconda3/envs/vllm/lib/python3.10/asyncio/tasks.py", line 456, in wait_for return fut.result() asyncio.exceptions.CancelledError

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/uvicorn/protocols/http/httptools_impl.py", line 399, in run_asgi result = await app( # type: ignore[func-returns-value] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in call return await self.app(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/fastapi/applications.py", line 1054, in call await super().call(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/applications.py", line 123, in call await self.middleware_stack(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/errors.py", line 186, in call raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/errors.py", line 164, in call await self.app(scope, receive, _send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 65, in call await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app await app(scope, receive, sender) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 756, in call await self.middleware_stack(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 776, in app await route.handle(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 297, in handle await self.app(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 77, in app await wrap_app_handling_exceptions(app, request)(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app await app(scope, receive, sender) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 75, in app await response(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 258, in call async with anyio.create_task_group() as task_group: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 574, in aexit raise exceptions[0] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 261, in wrap await func() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 250, in stream_response async for chunk in self.body_iterator: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/entrypoints/openai/serving_chat.py", line 311, in chat_completion_stream_generator async for res in result_generator: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 673, in generate async for output in self._process_request( File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 780, in _process_request raise e File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 776, in _process_request async for request_output in stream: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 89, in anext raise result File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 42, in _log_task_completion return_value = task.result() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 532, in run_engine_loop has_requests_in_progress = await asyncio.wait_for( File "/root/anaconda3/envs/vllm/lib/python3.10/asyncio/tasks.py", line 458, in wait_for raise exceptions.TimeoutError() from exc asyncio.exceptions.TimeoutError

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/uvicorn/protocols/http/httptools_impl.py", line 399, in run_asgi result = await app( # type: ignore[func-returns-value] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in call return await self.app(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/fastapi/applications.py", line 1054, in call await super().call(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/applications.py", line 123, in call await self.middleware_stack(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/errors.py", line 186, in call raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/errors.py", line 164, in call await self.app(scope, receive, _send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 65, in call await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app await app(scope, receive, sender) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 756, in call await self.middleware_stack(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 776, in app await route.handle(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 297, in handle await self.app(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 77, in app await wrap_app_handling_exceptions(app, request)(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app raise exc File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app await app(scope, receive, sender) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/routing.py", line 75, in app await response(scope, receive, send) File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 258, in call async with anyio.create_task_group() as task_group: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 574, in aexit raise exceptions[0] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 261, in wrap await func() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/starlette/responses.py", line 250, in stream_response async for chunk in self.body_iterator: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/entrypoints/openai/serving_chat.py", line 311, in chat_completion_stream_generator async for res in result_generator: File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 673, in generate async for output in self._process_request( File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 767, in _process_request stream = await self.add_request( File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 572, in add_request self.start_background_loop() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 443, in start_background_loop raise AsyncEngineDeadError( vllm.engine.async_llm_engine.AsyncEngineDeadError: Background loop has errored already.

ZZhangxian commented 2 months ago

2024-06-21T14:00:57.229006087+08:00 ERROR: Exception in ASGI application 2024-06-21T14:00:57.229015739+08:00 Traceback (most recent call last): 2024-06-21T14:00:57.229022362+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 506, in engine_step 2024-06-21T14:00:57.229028830+08:00 request_outputs = await self.engine.step_async() 2024-06-21T14:00:57.229035509+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 235, in step_async 2024-06-21T14:00:57.229041491+08:00 output = await self.model_executor.execute_model_async( 2024-06-21T14:00:57.229047778+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/distributed_gpu_executor.py", line 166, in execute_model_async 2024-06-21T14:00:57.229053895+08:00 return await self._driver_execute_model_async(execute_model_req) 2024-06-21T14:00:57.229060130+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/multiproc_gpu_executor.py", line 149, in _driver_execute_model_async 2024-06-21T14:00:57.229066146+08:00 return await self.driver_exec_model(execute_model_req) 2024-06-21T14:00:57.229072047+08:00 asyncio.exceptions.CancelledError 2024-06-21T14:00:57.229077477+08:00 2024-06-21T14:00:57.229084802+08:00 During handling of the above exception, another exception occurred: 2024-06-21T14:00:57.229090528+08:00 2024-06-21T14:00:57.229096490+08:00 Traceback (most recent call last): 2024-06-21T14:00:57.229102644+08:00 File "/root/anaconda3/envs/vllm/li b/python3.10/asyncio/tasks.py", line 456, in wait_for 2024-06-21T14:00:57.229108631+08:00 return fut.result() 2024-06-21T14:00:57.229114492+08:00 asyncio.exceptions.CancelledError

ZZhangxian commented 2 months ago

ERROR 06-21 15:09:02 async_llmengine.py:52] x, = self.down_proj(x) 2024-06-21T15:09:02.358742631+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl 2024-06-21T15:09:02.358749790+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] return self._call_impl(*args, kwargs) 2024-06-21T15:09:02.358756498+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl 2024-06-21T15:09:02.358763389+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] return forward_call(*args, *kwargs) 2024-06-21T15:09:02.358770096+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/model_executor/layers/linear.py", line 804, in forward 2024-06-21T15:09:02.358776852+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] output_parallel = self.quant_method.apply(self, input_parallel) ERROR 06-21 15:09:02 async_llm_engine.py:52] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/model_executor/layers/quantization/awq.py", line 169, in apply 2024-06-21T15:09:02.358790378+08:00 ERROR 06-21 15:09:02 async_llm_engine.py:52] out = torch.matmul(reshaped_x, out) ERROR 06-21 15:09:02 async_llm_engine.py:52] torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 492.00 MiB. GPU ERROR:asyncio:Exception in callback functools.partial(<function _log_task_completion at 0x7fa2827113f0>, error_callback=<bound method AsyncLLMEngine._error_callback of <vllm.engine.async_llm_engine.AsyncLLMEngine object at 0x7fa258667df0>>) 2024-06-21T15:09:02.361567693+08:00 handle: <Handle functools.partial(<function _log_task_completion at 0x7fa2827113f0>, error_callback=<bound method AsyncLLMEngine._error_callback of <vllm.engine.async_llm_engine.AsyncLLMEngine object at 0x7fa258667df0>>)> 2024-06-21T15:09:02.361575961+08:00 Traceback (most recent call last): 2024-06-21T15:09:02.361583992+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 42, in _log_task_completion 2024-06-21T15:09:02.361591500+08:00 return_value = task.result() 2024-06-21T15:09:02.361598778+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 532, in run_engine_loop 2024-06-21T15:09:02.361606784+08:00 has_requests_in_progress = await asyncio.wait_for( 2024-06-21T15:09:02.361614131+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/asyncio/tasks.py", line 445, in wait_for return fut.result() (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] Exception in worker VllmWorkerProcess while processing method start_worker_execution_loop: CUDA out of memory. Tried to allocate 492.00 MiB. GPU  has a total capacity of 79.32 GiB of which 77.56 MiB is free. Process 2811341 has 79.24 GiB memory in use. Of the allocated memory 73.08 GiB is allocated by PyTorch, and 1.52 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables), Traceback (most recent call last): 2024-06-21T15:09:02.361643250+08:00 (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/multiproc_worker_utils.py", line 223, in _run_worker_process 2024-06-21T15:09:02.361654663+08:00 (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] output = executor(args, kwargs) (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context 2024-06-21T15:09:02.361660848+08:00 (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] return func(*args, kwargs) 2024-06-21T15:09:02.361631137+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 506, in engine_step 2024-06-21T15:09:02.361671065+08:00 request_outputs = await self.engine.step_async() File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/engine/async_llm_engine.py", line 235, in step_async (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/worker/worker.py", line 294, in start_worker_execution_loop 2024-06-21T15:09:02.361686031+08:00 output = await self.model_executor.execute_model_async( 2024-06-21T15:09:02.361696125+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/distributed_gpu_executor.py", line 166, in execute_model_async 2024-06-21T15:09:02.361703177+08:00 return await self._driver_execute_model_async(execute_model_req) 2024-06-21T15:09:02.361710431+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/executor/multiproc_gpu_executor.py", line 149, in _driver_execute_model_async 2024-06-21T15:09:02.361717227+08:00 return await self.driver_exec_model(execute_model_req) 2024-06-21T15:09:02.361724226+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/concurrent/futures/thread.py", line 58, in run 2024-06-21T15:09:02.361730993+08:00 result = self.fn(*self.args, *self.kwargs) 2024-06-21T15:09:02.361738099+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] while self._execute_model_non_driver(): 2024-06-21T15:09:02.361771008+08:00 (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/worker/worker.py", line 317, in _execute_model_non_driver 2024-06-21T15:09:02.361781698+08:00 (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] self.model_runner.execute_model(None, self.gpu_cache) 2024-06-21T15:09:02.361744892+08:00 return func(args, kwargs) (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context 2024-06-21T15:09:02.361796983+08:00 File "/root/anaconda3/envs/vllm/lib/python3.10/site-packages/vllm/worker/worker.py", line 280, in execute_model (VllmWorkerProcess pid=960) ERROR 06-21 15:09:02 multiproc_worker_utils.py:226] return func(*args, **kwargs) output = self.model_runner.execute_model(seq_group_metadata_list,

ZZhangxian commented 2 months ago

Why doesn't the VLLM-related process disappear after the program reports an error, the vllm process will always occupy the video memory, but the request interface will always report the same error

ZZhangxian commented 2 months ago

Why doesn't the VLLM-related process disappear after the program reports an error, the vllm process will always occupy the video memory, but the request interface will always report the same error

You need to manually kill the VLLM-related process and then restart the asynchronous service to restore the normal process