[Bug]: KeyError in mm_input_cache when processing multimodal requests with Qwen2.5-VL-72B #16875
Description
Your current environment
The output of `python collect_env.py`
INFO 04-19 17:42:41 [__init__.py:239] Automatically detected platform cuda.
Collecting environment information...
PyTorch version: 2.6.0+cu124
Is debug build: False
CUDA used to build PyTorch: 12.4
ROCM used to build PyTorch: N/A
OS: TencentOS Server 3.2 (Final) (x86_64)
GCC version: (GCC) 11.4.0
Clang version: 18.1.8 (Red Hat 18.1.8-1.module+el8.10.0+703+ec7b33ba)
CMake version: version 3.31.6
Libc version: glibc-2.28
Python version: 3.12.9 | packaged by Anaconda, Inc. | (main, Feb 6 2025, 18:56:27) [GCC 11.2.0] (64-bit runtime)
Python platform: Linux-5.4.241-1-tlinux4-0017.7-x86_64-with-glibc2.28
Is CUDA available: True
CUDA runtime version: 12.8.93
CUDA_MODULE_LOADING set to: LAZY
GPU models and configuration:
GPU 0: NVIDIA H20
GPU 1: NVIDIA H20
GPU 2: NVIDIA H20
GPU 3: NVIDIA H20
GPU 4: NVIDIA H20
GPU 5: NVIDIA H20
GPU 6: NVIDIA H20
GPU 7: NVIDIA H20
Nvidia driver version: 535.161.08
cuDNN version: Probably one of the following:
/usr/lib64/libcudnn.so.8.9.7
/usr/lib64/libcudnn_adv_infer.so.8.9.7
/usr/lib64/libcudnn_adv_train.so.8.9.7
/usr/lib64/libcudnn_cnn_infer.so.8.9.7
/usr/lib64/libcudnn_cnn_train.so.8.9.7
/usr/lib64/libcudnn_ops_infer.so.8.9.7
/usr/lib64/libcudnn_ops_train.so.8.9.7
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True
CPU:
架构： x86_64
CPU 运行模式： 32-bit, 64-bit
字节序： Little Endian
CPU: 384
在线 CPU 列表： 0-383
每个核的线程数： 2
每个座的核数： 96
座： 2
NUMA 节点： 2
厂商 ID： AuthenticAMD
BIOS Vendor ID: Advanced Micro Devices, Inc.
CPU 系列： 25
型号： 17
型号名称： AMD EPYC 9K84 96-Core Processor
BIOS Model name: AMD EPYC 9K84 96-Core Processor
步进： 1
CPU MHz： 3700.007
CPU 最大 MHz： 2600.0000
CPU 最小 MHz： 1500.0000
BogoMIPS： 5200.04
虚拟化： AMD-V
L1d 缓存： 32K
L1i 缓存： 32K
L2 缓存： 1024K
L3 缓存： 32768K
NUMA 节点0 CPU： 0-95,192-287
NUMA 节点1 CPU： 96-191,288-383
标记： 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 nopl nonstop_tsc cpuid extd_apicid aperfmperf 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 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase 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 avx512_bf16 clzero irperf xsaveerptr wbnoinvd arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold avic v_vmsave_vmload vgif avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq la57 rdpid overflow_recov succor smca fsrm flush_l1d
Versions of relevant libraries:
[pip3] numpy==2.1.2
[pip3] nvidia-cublas-cu12==12.4.5.8
[pip3] nvidia-cuda-cupti-cu12==12.4.127
[pip3] nvidia-cuda-nvrtc-cu12==12.4.127
[pip3] nvidia-cuda-runtime-cu12==12.4.127
[pip3] nvidia-cudnn-cu12==9.1.0.70
[pip3] nvidia-cufft-cu12==11.2.1.3
[pip3] nvidia-curand-cu12==10.3.5.147
[pip3] nvidia-cusolver-cu12==11.6.1.9
[pip3] nvidia-cusparse-cu12==12.3.1.170
[pip3] nvidia-cusparselt-cu12==0.6.2
[pip3] nvidia-nccl-cu12==2.21.5
[pip3] nvidia-nvjitlink-cu12==12.4.127
[pip3] nvidia-nvtx-cu12==12.4.127
[pip3] pyzmq==26.4.0
[pip3] torch==2.6.0+cu124
[pip3] torchaudio==2.6.0+cu124
[pip3] torchvision==0.21.0+cu124
[pip3] transformers==4.51.3
[pip3] triton==3.2.0
[conda] numpy 2.1.2 pypi_0 pypi
[conda] nvidia-cublas-cu12 12.4.5.8 pypi_0 pypi
[conda] nvidia-cuda-cupti-cu12 12.4.127 pypi_0 pypi
[conda] nvidia-cuda-nvrtc-cu12 12.4.127 pypi_0 pypi
[conda] nvidia-cuda-runtime-cu12 12.4.127 pypi_0 pypi
[conda] nvidia-cudnn-cu12 9.1.0.70 pypi_0 pypi
[conda] nvidia-cufft-cu12 11.2.1.3 pypi_0 pypi
[conda] nvidia-curand-cu12 10.3.5.147 pypi_0 pypi
[conda] nvidia-cusolver-cu12 11.6.1.9 pypi_0 pypi
[conda] nvidia-cusparse-cu12 12.3.1.170 pypi_0 pypi
[conda] nvidia-cusparselt-cu12 0.6.2 pypi_0 pypi
[conda] nvidia-nccl-cu12 2.21.5 pypi_0 pypi
[conda] nvidia-nvjitlink-cu12 12.4.127 pypi_0 pypi
[conda] nvidia-nvtx-cu12 12.4.127 pypi_0 pypi
[conda] pyzmq 26.4.0 pypi_0 pypi
[conda] torch 2.6.0+cu124 pypi_0 pypi
[conda] torchaudio 2.6.0+cu124 pypi_0 pypi
[conda] torchvision 0.21.0+cu124 pypi_0 pypi
[conda] transformers 4.51.3 pypi_0 pypi
[conda] triton 3.2.0 pypi_0 pypi
ROCM Version: Could not collect
Neuron SDK Version: N/A
vLLM Version: 0.8.5.dev0+gdc1b4a6f1.d20250414
vLLM Build Flags:
CUDA Archs: Not Set; ROCm: Disabled; Neuron: Disabled
GPU Topology:
�[4mGPU0 GPU1 GPU2 GPU3 GPU4 GPU5 GPU6 GPU7 NIC0 NIC1 NIC2 NIC3 NIC4 NIC5 NIC6 NIC7 NIC8 NIC9 NIC10 NIC11 NIC12 NIC13 NIC14 NIC15 NIC16 NIC17 NIC18 NIC19 NIC20 NIC21 NIC22 NIC23 NIC24 NIC25 CPU Affinity NUMA Affinity GPU NUMA ID�[0m
GPU0 X NV18 NV18 NV18 NV18 NV18 NV18 NV18 SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS PIX NODE NODE NODE SYS SYS SYS SYS 0-95,192-287 0 N/A
GPU1 NV18 X NV18 NV18 NV18 NV18 NV18 NV18 SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE NODE PHB PIX SYS SYS SYS SYS 0-95,192-287 0 N/A
GPU2 NV18 NV18 X NV18 NV18 NV18 NV18 NV18 SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE NODE PIX PHB SYS SYS SYS SYS 0-95,192-287 0 N/A
GPU3 NV18 NV18 NV18 X NV18 NV18 NV18 NV18 SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE PIX NODE NODE SYS SYS SYS SYS 0-95,192-287 0 N/A
GPU4 NV18 NV18 NV18 NV18 X NV18 NV18 NV18 NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS NODE NODE PIX NODE 96-191,288-383 1 N/A
GPU5 NV18 NV18 NV18 NV18 NV18 X NV18 NV18 NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS NODE PIX NODE NODE 96-191,288-383 1 N/A
GPU6 NV18 NV18 NV18 NV18 NV18 NV18 X NV18 NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS PHB NODE NODE PIX 96-191,288-383 1 N/A
GPU7 NV18 NV18 NV18 NV18 NV18 NV18 NV18 X NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS PIX NODE NODE PHB 96-191,288-383 1 N/A
NIC0 SYS SYS SYS SYS NODE NODE NODE NODE X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC1 SYS SYS SYS SYS NODE NODE NODE NODE PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC2 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC3 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC4 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC5 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC6 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC7 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC8 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC9 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC10 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC11 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC12 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC13 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC14 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC15 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC16 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X PIX SYS SYS SYS SYS NODE NODE NODE NODE
NIC17 SYS SYS SYS SYS NODE NODE NODE NODE PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX PIX X SYS SYS SYS SYS NODE NODE NODE NODE
NIC18 PIX NODE NODE NODE SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS X NODE NODE NODE SYS SYS SYS SYS
NIC19 NODE NODE NODE PIX SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE X NODE NODE SYS SYS SYS SYS
NIC20 NODE PHB PIX NODE SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE NODE X PHB SYS SYS SYS SYS
NIC21 NODE PIX PHB NODE SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS SYS NODE NODE PHB X SYS SYS SYS SYS
NIC22 SYS SYS SYS SYS NODE NODE PHB PIX NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS X NODE NODE PHB
NIC23 SYS SYS SYS SYS NODE PIX NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS NODE X NODE NODE
NIC24 SYS SYS SYS SYS PIX NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS NODE NODE X NODE
NIC25 SYS SYS SYS SYS NODE NODE PIX PHB NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE NODE SYS SYS SYS SYS PHB 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_2
NIC3: mlx5_3
NIC4: mlx5_4
NIC5: mlx5_5
NIC6: mlx5_6
NIC7: mlx5_7
NIC8: mlx5_8
NIC9: mlx5_9
NIC10: mlx5_10
NIC11: mlx5_11
NIC12: mlx5_12
NIC13: mlx5_13
NIC14: mlx5_14
NIC15: mlx5_15
NIC16: mlx5_16
NIC17: mlx5_17
NIC18: mlx5_bond_1
NIC19: mlx5_bond_2
NIC20: mlx5_bond_3
NIC21: mlx5_bond_4
NIC22: mlx5_bond_5
NIC23: mlx5_bond_6
NIC24: mlx5_bond_7
NIC25: mlx5_bond_8
LD_LIBRARY_PATH=/usr/local/cuda/compat:/usr/local/nccl/lib:/usr/local/openmpi/lib:/usr/local/tensorrt/lib:/usr/local/cuda/lib64:/usr/local/python3/lib:/usr/local/python3/lib64:/usr/local/openssl/lib64:/usr/local/gcc/lib:/usr/local/gcc/lib64:/usr/local/cuda/compat:/usr/local/nccl/lib:/usr/local/openmpi/lib:/usr/local/tensorrt/lib:/usr/local/cuda/lib64:/usr/local/python3/lib:/usr/local/python3/lib64:/usr/local/openssl/lib64:/usr/local/gcc/lib:/usr/local/gcc/lib64:
NCCL_PXN_DISABLE=0
NCCL_IB_GID_INDEX=3
NCCL_IB_DISABLE=0
NCCL_ALGO=Tree
NCCL_COLLNET_ENABLE=0
NCCL_IB_HCA=mlx5_bond_1,mlx5_bond_5,mlx5_bond_3,mlx5_bond_7,mlx5_bond_4,mlx5_bond_8,mlx5_bond_2,mlx5_bond_6
NCCL_IB_CUDA_SUPPORT=1
NCCL_P2P_DISABLE=0
NCCL_IB_TC=160
NCCL_LL_THRESHOLD=16384
NCCL_CHECK_DISABLE=1
NCCL_IB_QPS_PER_CONNECTION=4
NCCL_HOME=/usr/local/nccl
NCCL_NET_GDR_LEVEL=2
NCCL_SOCKET_IFNAME=bond1
NCCL_IB_SL=3
NCCL_CUMEM_ENABLE=0
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_COMPILE_THREADS=1
CUDA_MODULE_LOADING=LAZY
🐛 Describe the bug
- Environment:
vLLM Version: 0.8.5.dev0+gdc1b4a6f1.d20250414 - Model: Qwen/Qwen2.5-VL-72B-Instruct
- Platform: CUDA (GPU-based inference)
- Problem Description:
When submitting multimodal requests (containing images and text questions) to the vLLM API server, a KeyError occurs in the multimodal input cache (mm_input_cache). The error traceback indicates a missing key in the cache, leading to a failure in processing the request. This issue reproduces consistently with multimodal prompts, such as those evaluating image-question relevance.
ERROR 04-19 17:04:00 [core.py:387] EngineCore hit an exception: Traceback (most recent call last):
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/cachetools/__init__.py", line 68, in __getitem__
ERROR 04-19 17:04:00 [core.py:387] return self.__data[key]
ERROR 04-19 17:04:00 [core.py:387] ~~~~~~~~~~~^^^^^
ERROR 04-19 17:04:00 [core.py:387] KeyError: 'baeea367ef018cb2850dd6bc6b4e4cf2a8f2ed5866cf651a8a987e18f54868ba'
ERROR 04-19 17:04:00 [core.py:387]
ERROR 04-19 17:04:00 [core.py:387] During handling of the above exception, another exception occurred:
ERROR 04-19 17:04:00 [core.py:387]
ERROR 04-19 17:04:00 [core.py:387] Traceback (most recent call last):
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 380, in run_engine_core
ERROR 04-19 17:04:00 [core.py:387] engine_core.run_busy_loop()
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 400, in run_busy_loop
ERROR 04-19 17:04:00 [core.py:387] self._process_input_queue()
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 425, in _process_input_queue
ERROR 04-19 17:04:00 [core.py:387] self._handle_client_request(*req)
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 441, in _handle_client_request
ERROR 04-19 17:04:00 [core.py:387] self.add_request(request)
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 177, in add_request
ERROR 04-19 17:04:00 [core.py:387] request.mm_inputs = self.mm_input_cache_server.get_and_update_p1(
ERROR 04-19 17:04:00 [core.py:387] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/mm_input_cache.py", line 76, in get_and_update_p1
ERROR 04-19 17:04:00 [core.py:387] mm_input = self.mm_cache[mm_hash]
ERROR 04-19 17:04:00 [core.py:387] ~~~~~~~~~~~~~^^^^^^^^^
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/cachetools/__init__.py", line 211, in __getitem__
ERROR 04-19 17:04:00 [core.py:387] value = cache_getitem(self, key)
ERROR 04-19 17:04:00 [core.py:387] ^^^^^^^^^^^^^^^^^^^^^^^^
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/cachetools/__init__.py", line 70, in __getitem__
ERROR 04-19 17:04:00 [core.py:387] return self.__missing__(key)
ERROR 04-19 17:04:00 [core.py:387] ^^^^^^^^^^^^^^^^^^^^^
ERROR 04-19 17:04:00 [core.py:387] File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/cachetools/__init__.py", line 97, in __missing__
ERROR 04-19 17:04:00 [core.py:387] raise KeyError(key)
ERROR 04-19 17:04:00 [core.py:387] KeyError: 'baeea367ef018cb2850dd6bc6b4e4cf2a8f2ed5866cf651a8a987e18f54868ba'
ERROR 04-19 17:04:00 [core.py:387]
INFO: 127.0.0.1:55430 - "POST /v1/chat/completions HTTP/1.1" 200 OK
--- Logging error ---
Traceback (most recent call last):
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1164, in emit
self.flush()
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1144, in flush
self.stream.flush()
RuntimeError: reentrant call inside <_io.BufferedWriter name='<stdout>'>
Call stack:
File "<frozen runpy>", line 198, in _run_module_as_main
File "<frozen runpy>", line 88, in _run_code
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/entrypoints/openai/api_server.py", line 1121, in <module>
uvloop.run(run_server(args))
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/uvloop/__init__.py", line 109, in run
return __asyncio.run(
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/asyncio/runners.py", line 195, in run
return runner.run(main)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/asyncio/runners.py", line 118, in run
return self._loop.run_until_complete(task)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/uvicorn/protocols/http/httptools_impl.py", line 409, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/uvicorn/middleware/proxy_headers.py", line 60, in __call__
return await self.app(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/fastapi/applications.py", line 1054, in __call__
await super().__call__(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/applications.py", line 112, in __call__
await self.middleware_stack(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/middleware/errors.py", line 165, in __call__
await self.app(scope, receive, _send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/middleware/cors.py", line 85, in __call__
await self.app(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/middleware/exceptions.py", line 62, in __call__
await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app
await app(scope, receive, sender)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/routing.py", line 714, in __call__
await self.middleware_stack(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/routing.py", line 734, in app
await route.handle(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/routing.py", line 288, in handle
await self.app(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/routing.py", line 76, in app
await wrap_app_handling_exceptions(app, request)(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app
await app(scope, receive, sender)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/routing.py", line 74, in app
await response(scope, receive, send)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/responses.py", line 150, in __call__
await send(
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/_exception_handler.py", line 39, in sender
await send(message)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/_exception_handler.py", line 39, in sender
await send(message)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/starlette/middleware/errors.py", line 162, in _send
await send(message)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/uvicorn/protocols/http/httptools_impl.py", line 476, in send
self.access_logger.info(
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1539, in info
self._log(INFO, msg, args, **kwargs)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1684, in _log
self.handle(record)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1700, in handle
self.callHandlers(record)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1762, in callHandlers
hdlr.handle(record)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1028, in handle
self.emit(record)
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1164, in emit
self.flush()
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/logging/__init__.py", line 1144, in flush
self.stream.flush()
File "/root/anaconda3/envs/vllm_latest/lib/python3.12/site-packages/vllm/v1/engine/core_client.py", line 359, in sigusr1_handler
logger.fatal("Got fatal signal from worker processes, shutting "
Message: 'Got fatal signal from worker processes, shutting down. See stack trace above for root cause issue.'
Arguments: ()
Before submitting a new issue...
- Make sure you already searched for relevant issues, and asked the chatbot living at the bottom right corner of the documentation page, which can answer lots of frequently asked questions.