lmdeploy icon indicating copy to clipboard operation
lmdeploy copied to clipboard
Published 1 month ago • verified publisher icon InternLM

[Bug] Object creation will fail if spilling is required.

Open github-eliviate opened this issue 8 months ago • 2 comments

Checklist

  • [x] 1. I have searched related issues but cannot get the expected help.
  • [ ] 2. The bug has not been fixed in the latest version.
  • [ ] 3. Please note that if the bug-related issue you submitted lacks corresponding environment info and a minimal reproducible demo, it will be challenging for us to reproduce and resolve the issue, reducing the likelihood of receiving feedback.

Describe the bug

日志频繁输出： file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6497 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.

Reproduction

lmdeploy serve api_server /disk2/eliviate/DeepSeek/DeepSeek-R1 --tp 8 --backend pytorch --chat-template deepseek
--cache-max-entry-count 0.8 --server-name 0.0.0.0 --server-port 23333

Environment

sys.platform: linux
Python: 3.10.16 | packaged by conda-forge | (main, Dec  5 2024, 14:16:10) [GCC 13.3.0]
CUDA available: True
MUSA available: False
numpy_random_seed: 2147483648
GPU 0,1,2,3,4,5,6,7: NVIDIA H200
CUDA_HOME: /usr/local/cuda
NVCC: Cuda compilation tools, release 12.4, V12.4.131
GCC: gcc (Ubuntu 12.3.0-1ubuntu1~22.04) 12.3.0
PyTorch: 2.5.1
PyTorch compiling details: PyTorch built with:
  - GCC 9.3
  - C++ Version: 201703
  - Intel(R) oneAPI Math Kernel Library Version 2022.1-Product Build 20220311 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX512
  - CUDA Runtime 12.1
  - NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90
  - CuDNN 90.1  (built against CUDA 12.4)
  - Magma 2.6.1
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=12.1, CUDNN_VERSION=9.1.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.5.1, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, 

TorchVision: 0.20.1
LMDeploy: 0.7.2.post1+
transformers: 4.46.3
gradio: 5.23.1
fastapi: 0.115.8
pydantic: 2.10.6
triton: 3.1.0
NVIDIA Topology: 
	GPU0	GPU1	GPU2	GPU3	GPU4	GPU5	GPU6	GPU7	NIC0	NIC1	NIC2	NIC3	NIC4	NIC5	NIC6	NIC7	NIC8	NIC9	CPU Affinity	NUMA Affinity	GPU NUMA ID
GPU0	 X 	NV18	NV18	NV18	NV18	NV18	NV18	NV18	NODE	NODE	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	0-47,96-143	0		N/A
GPU1	NV18	 X 	NV18	NV18	NV18	NV18	NV18	NV18	NODE	NODE	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	0-47,96-143	0		N/A
GPU2	NV18	NV18	 X 	NV18	NV18	NV18	NV18	NV18	NODE	NODE	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	0-47,96-143	0		N/A
GPU3	NV18	NV18	NV18	 X 	NV18	NV18	NV18	NV18	NODE	NODE	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	0-47,96-143	0		N/A
GPU4	NV18	NV18	NV18	NV18	 X 	NV18	NV18	NV18	SYS	SYS	SYS	SYS	SYS	SYS	PIX	PIX	NODE	NODE	48-95,144-191	1		N/A
GPU5	NV18	NV18	NV18	NV18	NV18	 X 	NV18	NV18	SYS	SYS	SYS	SYS	SYS	SYS	PIX	PIX	NODE	NODE	48-95,144-191	1		N/A
GPU6	NV18	NV18	NV18	NV18	NV18	NV18	 X 	NV18	SYS	SYS	SYS	SYS	SYS	SYS	NODE	NODE	PIX	PIX	48-95,144-191	1		N/A
GPU7	NV18	NV18	NV18	NV18	NV18	NV18	NV18	 X 	SYS	SYS	SYS	SYS	SYS	SYS	NODE	NODE	PIX	PIX	48-95,144-191	1		N/A
NIC0	NODE	NODE	NODE	NODE	SYS	SYS	SYS	SYS	 X 	PIX	NODE	NODE	NODE	NODE	SYS	SYS	SYS	SYS				
NIC1	NODE	NODE	NODE	NODE	SYS	SYS	SYS	SYS	PIX	 X 	NODE	NODE	NODE	NODE	SYS	SYS	SYS	SYS				
NIC2	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	NODE	NODE	 X 	PIX	NODE	NODE	SYS	SYS	SYS	SYS				
NIC3	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	NODE	NODE	PIX	 X 	NODE	NODE	SYS	SYS	SYS	SYS				
NIC4	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	NODE	NODE	NODE	NODE	 X 	PIX	SYS	SYS	SYS	SYS				
NIC5	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	NODE	NODE	NODE	NODE	PIX	 X 	SYS	SYS	SYS	SYS				
NIC6	SYS	SYS	SYS	SYS	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	SYS	SYS	 X 	PIX	NODE	NODE				
NIC7	SYS	SYS	SYS	SYS	PIX	PIX	NODE	NODE	SYS	SYS	SYS	SYS	SYS	SYS	PIX	 X 	NODE	NODE				
NIC8	SYS	SYS	SYS	SYS	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	SYS	SYS	NODE	NODE	 X 	PIX				
NIC9	SYS	SYS	SYS	SYS	NODE	NODE	PIX	PIX	SYS	SYS	SYS	SYS	SYS	SYS	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
  NIC2: mlx5_2
  NIC3: mlx5_3
  NIC4: mlx5_4
  NIC5: mlx5_5
  NIC6: mlx5_6
  NIC7: mlx5_7
  NIC8: mlx5_8
  NIC9: mlx5_9

model: deepseek-r1
pytorch: conda
lmdeploy:0.7.2.post1

Error traceback

(raylet) [2025-04-21 10:05:37,313 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6695 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:05:47,320 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6694 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:05:57,326 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6694 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:07,333 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6693 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:17,340 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6693 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:27,347 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6692 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:37,353 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6679 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:47,360 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6679 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:06:57,367 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6678 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:07,374 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6678 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:17,381 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6677 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:27,388 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6677 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:37,395 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6664 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:47,401 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6663 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:07:57,408 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6663 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:07,414 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6662 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:17,421 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6662 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:27,428 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6662 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:37,434 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6649 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:47,441 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6648 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:08:57,447 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6648 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:07,454 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6647 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:17,460 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6647 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:27,467 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6647 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:37,474 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6633 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:47,480 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6633 GB; capacity: 876.137 GB. Object creation will fail if spilling is required.
(raylet) [2025-04-21 10:09:57,487 E 959680 959717] file_system_monitor.cc:116: /tmp/ray/session_2025-03-25_17-33-57_554404_959134 is over 95% full, available space: 42.6633 GB; capacity: 876.137 GB. Object creation will fail if spilling is required

github-eliviate avatar Apr 21 '25 02:04 github-eliviate

ray would store the logs on the file system. You can clear your disk or ignore the warning.

grimoire avatar Apr 24 '25 06:04 grimoire

ray would store the logs on the file system. You can clear your disk or ignore the warning.

直接rm -rf /tmp/ray/*就可以？

github-eliviate avatar Apr 24 '25 11:04 github-eliviate