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NCCL error in: ../torch/lib/c10d/ProcessGroupNCCL.cpp:825, unhandled system error, NCCL version 2.7._runtimeerror: nccl error in: /pytorch/torch/lib/c1
作者：小丑西瓜9 | 2024-04-23 11:45:44
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runtimeerror: nccl error in: /pytorch/torch/lib/c10d/processgroupnccl.cpp:82
今天遇到一个错误，一直以为是配置有问题，其实好像是环境版本问题
错误版本：
- # Name Version Build Channel
- _libgcc_mutex 0.1 main anaconda
- _openmp_mutex 5.1 1_gnu anaconda
- absl-py 1.4.0 pypi_0 pypi
- aiohttp 3.8.4 pypi_0 pypi
- aiosignal 1.3.1 pypi_0 pypi
- alabaster 0.7.13 pypi_0 pypi
- apex 0.1 pypi_0 pypi
- async-timeout 4.0.2 pypi_0 pypi
- asynctest 0.13.0 pypi_0 pypi
- attrs 23.1.0 pypi_0 pypi
- babel 2.12.1 pypi_0 pypi
- backcall 0.2.0 pyhd3eb1b0_0 anaconda
- blas 1.0 mkl anaconda
- bottleneck 1.3.4 py37hce1f21e_0 anaconda
- brotli 1.0.9 he6710b0_2 anaconda
- brotlipy 0.7.0 py37h27cfd23_1003 anaconda
- bzip2 1.0.8 h7b6447c_0 anaconda
- ca-certificates 2022.07.19 h06a4308_0 anaconda
- cachetools 5.3.1 pypi_0 pypi
- cairo 1.16.0 hf32fb01_1 anaconda
- certifi 2022.6.15 py37h06a4308_0 anaconda
- cffi 1.15.0 py37hd667e15_1 anaconda
- charset-normalizer 2.0.4 pyhd3eb1b0_0 anaconda
- chemprop 1.5.2 pypi_0 pypi
- click 8.1.3 pypi_0 pypi
- cloudpickle 2.2.1 pypi_0 pypi
- cryptography 37.0.1 py37h9ce1e76_0 anaconda
- cudatoolkit 10.2.89 hfd86e86_1 anaconda
- cycler 0.11.0 pyhd3eb1b0_0 anaconda
- dbus 1.13.18 hb2f20db_0 anaconda
- debugpy 1.5.1 py37h295c915_0 anaconda
- decorator 5.1.1 pyhd3eb1b0_0 anaconda
- deepspeed 0.6.7 pypi_0 pypi
- docstring-parser 0.15 pypi_0 pypi
- docutils 0.19 pypi_0 pypi
- entrypoints 0.4 py37h06a4308_0 anaconda
- expat 2.4.4 h295c915_0 anaconda
- faiss-gpu 1.7.2 py3.7_h98e120b_0_cuda10.2 pytorch
- ffmpeg 4.3 hf484d3e_0 pytorch
- flask 2.2.5 pypi_0 pypi
- fontconfig 2.13.1 h6c09931_0 anaconda
- fonttools 4.25.0 pyhd3eb1b0_0 anaconda
- freetype 2.11.0 h70c0345_0 anaconda
- frozenlist 1.3.3 pypi_0 pypi
- fsspec 2023.1.0 pypi_0 pypi
- future 0.18.3 pypi_0 pypi
- fuzzywuzzy 0.18.0 pypi_0 pypi
- giflib 5.2.1 h7b6447c_0 anaconda
- glib 2.69.1 h4ff587b_1 anaconda
- gmp 6.2.1 h295c915_3 anaconda
- gnutls 3.6.15 he1e5248_0 anaconda
- google-auth 2.20.0 pypi_0 pypi
- google-auth-oauthlib 0.4.6 pypi_0 pypi
- grpcio 1.56.0 pypi_0 pypi
- gst-plugins-base 1.14.0 h8213a91_2 anaconda
- gstreamer 1.14.0 h28cd5cc_2 anaconda
- hjson 3.1.0 pypi_0 pypi
- hyperopt 0.2.7 pypi_0 pypi
- icu 58.2 he6710b0_3 anaconda
- idna 3.3 pyhd3eb1b0_0 anaconda
- imagesize 1.4.1 pypi_0 pypi
- importlib-metadata 6.7.0 pypi_0 pypi
- intel-openmp 2021.4.0 h06a4308_3561 anaconda
- ipykernel 6.9.1 py37h06a4308_0 anaconda
- ipython 7.31.1 py37h06a4308_0 anaconda
- itsdangerous 2.1.2 pypi_0 pypi
- jedi 0.18.1 py37h06a4308_1 anaconda
- jinja2 3.1.2 pypi_0 pypi
- joblib 1.1.0 pyhd3eb1b0_0 anaconda
- jpeg 9e h7f8727e_0 anaconda
- jupyter_client 7.2.2 py37h06a4308_0 anaconda
- jupyter_core 4.10.0 py37h06a4308_0 anaconda
- kiwisolver 1.4.2 py37h295c915_0 anaconda
- lame 3.100 h7b6447c_0 anaconda
- lazy-loader 0.2 pypi_0 pypi
- lcms2 2.12 h3be6417_0 anaconda
- ld_impl_linux-64 2.38 h1181459_1 anaconda
- libboost 1.73.0 h3ff78a5_11
- libedit 3.1.20210910 h7f8727e_0 anaconda
- libfaiss 1.7.2 hdbd6f0c_0_cuda10.2 pytorch
- libffi 3.3 he6710b0_2 anaconda
- libgcc-ng 11.2.0 h1234567_0 anaconda
- libgfortran-ng 7.5.0 ha8ba4b0_17 anaconda
- libgfortran4 7.5.0 ha8ba4b0_17 anaconda
- libgomp 11.2.0 h1234567_0 anaconda
- libiconv 1.16 h7f8727e_2 anaconda
- libidn2 2.3.2 h7f8727e_0 anaconda
- libpng 1.6.37 hbc83047_0 anaconda
- libsodium 1.0.18 h7b6447c_0 anaconda
- libstdcxx-ng 11.2.0 h1234567_0 anaconda
- libtasn1 4.16.0 h27cfd23_0 anaconda
- libtiff 4.2.0 h85742a9_0
- libunistring 0.9.10 h27cfd23_0 anaconda
- libuuid 1.0.3 h7f8727e_2 anaconda
- libuv 1.40.0 h7b6447c_0 anaconda
- libwebp 1.2.2 h55f646e_0 anaconda
- libwebp-base 1.2.2 h7f8727e_0 anaconda
- libxcb 1.15 h7f8727e_0 anaconda
- libxml2 2.9.12 h74e7548_2 anaconda
- lz4-c 1.9.3 h295c915_1 anaconda
- markdown 3.4.3 pypi_0 pypi
- markupsafe 2.1.3 pypi_0 pypi
- matplotlib 3.5.1 py37h06a4308_1 anaconda
- matplotlib-base 3.5.1 py37ha18d171_1 anaconda
- matplotlib-inline 0.1.2 pyhd3eb1b0_2 anaconda
- mkl 2021.4.0 h06a4308_640 anaconda
- mkl-service 2.4.0 py37h7f8727e_0 anaconda
- mkl_fft 1.3.1 py37hd3c417c_0 anaconda
- mkl_random 1.2.2 py37h51133e4_0 anaconda
- mscorefonts 0.0.1 3 conda-forge
- multidict 6.0.4 pypi_0 pypi
- munkres 1.1.4 py_0 anaconda
- mypy-extensions 1.0.0 pypi_0 pypi
- ncurses 6.3 h7f8727e_2 anaconda
- nest-asyncio 1.5.5 py37h06a4308_0 anaconda
- nettle 3.7.3 hbbd107a_1 anaconda
- networkx 2.6.3 pypi_0 pypi
- ninja 1.11.1 pypi_0 pypi
- numexpr 2.8.1 py37h6abb31d_0 anaconda
- numpy 1.21.5 py37he7a7128_2 anaconda
- numpy-base 1.21.5 py37hf524024_2 anaconda
- oauthlib 3.2.2 pypi_0 pypi
- openh264 2.1.1 h4ff587b_0 anaconda
- openssl 1.1.1q h7f8727e_0 anaconda
- packaging 21.3 pyhd3eb1b0_0 anaconda
- pandas 1.3.5 py37h8c16a72_0 anaconda
- pandas-flavor 0.5.0 pypi_0 pypi
- parso 0.8.3 pyhd3eb1b0_0 anaconda
- pcre 8.45 h295c915_0 anaconda
- pexpect 4.8.0 pyhd3eb1b0_3 anaconda
- pickleshare 0.7.5 pyhd3eb1b0_1003 anaconda
- pillow 9.0.1 py37h22f2fdc_0 anaconda
- pip 21.2.2 py37h06a4308_0 anaconda
- pixman 0.40.0 h7f8727e_1 anaconda
- prompt-toolkit 3.0.20 pyhd3eb1b0_0 anaconda
- protobuf 3.19.6 pypi_0 pypi
- psutil 5.9.5 pypi_0 pypi
- ptyprocess 0.7.0 pyhd3eb1b0_2 anaconda
- py-boost 1.73.0 py37ha9443f7_11 anaconda
- py-cpuinfo 9.0.0 pypi_0 pypi
- py4j 0.10.9.7 pypi_0 pypi
- pyasn1 0.5.0 pypi_0 pypi
- pyasn1-modules 0.3.0 pypi_0 pypi
- pycparser 2.21 pyhd3eb1b0_0 anaconda
- pydantic 1.10.9 pypi_0 pypi
- pydeprecate 0.3.2 pypi_0 pypi
- pygments 2.15.1 pypi_0 pypi
- pyopenssl 22.0.0 pyhd3eb1b0_0 anaconda
- pyparsing 3.0.4 pyhd3eb1b0_0 anaconda
- pyqt 5.9.2 py37h05f1152_2 anaconda
- pysmilesutils 1.1.0 pypi_0 pypi
- pysocks 1.7.1 py37_1 anaconda
- pytdc 0.3.6 pypi_0 pypi
- python 3.7.13 h12debd9_0 anaconda
- python-dateutil 2.8.2 pyhd3eb1b0_0 anaconda
- pytorch-lightning 1.6.5 pypi_0 pypi
- pytorch-mutex 1.0 cuda pytorch
- pytz 2021.3 pyhd3eb1b0_0 anaconda
- pyyaml 6.0 pypi_0 pypi
- pyzmq 22.3.0 py37h295c915_2 anaconda
- qt 5.9.7 h5867ecd_1
- rdkit 2020.09.1.0 py37hd50e099_1 rdkit
- readline 8.1.2 h7f8727e_1 anaconda
- regex 2022.7.25 pypi_0 pypi
- requests 2.28.1 py37h06a4308_0 anaconda
- requests-oauthlib 1.3.1 pypi_0 pypi
- rsa 4.9 pypi_0 pypi
- scikit-learn 1.0.2 py37h51133e4_1 anaconda
- scipy 1.7.3 py37hc147768_0 anaconda
- seaborn 0.11.2 pyhd3eb1b0_0 anaconda
- setuptools 61.2.0 py37h06a4308_0 anaconda
- sip 4.19.8 py37hf484d3e_0 anaconda
- six 1.16.0 pyhd3eb1b0_1 anaconda
- snowballstemmer 2.2.0 pypi_0 pypi
- sphinx 5.3.0 pypi_0 pypi
- sphinxcontrib-applehelp 1.0.2 pypi_0 pypi
- sphinxcontrib-devhelp 1.0.2 pypi_0 pypi
- sphinxcontrib-htmlhelp 2.0.0 pypi_0 pypi
- sphinxcontrib-jsmath 1.0.1 pypi_0 pypi
- sphinxcontrib-qthelp 1.0.3 pypi_0 pypi
- sphinxcontrib-serializinghtml 1.1.5 pypi_0 pypi
- sqlite 3.38.3 hc218d9a_0 anaconda
- tensorboard 2.11.2 pypi_0 pypi
- tensorboard-data-server 0.6.1 pypi_0 pypi
- tensorboard-plugin-wit 1.8.1 pypi_0 pypi
- tensorboardx 2.6.1 pypi_0 pypi
- torchaudio 0.8.2 pypi_0 pypi
- torchmetrics 0.11.4 pypi_0 pypi
- torchvision 0.9.2+cu111 pypi_0 pypi
- tornado 6.1 py37h27cfd23_0 anaconda
- tqdm 4.65.0 pypi_0 pypi
- traitlets 5.1.1 pyhd3eb1b0_0 anaconda
- typed-argument-parser 1.8.0 pypi_0 pypi
- typing-extensions 4.6.3 pypi_0 pypi
- typing-inspect 0.9.0 pypi_0 pypi
- urllib3 1.26.14 py37h06a4308_0 anaconda
- wcwidth 0.2.5 pyhd3eb1b0_0 anaconda
- werkzeug 2.2.3 pypi_0 pypi
- wheel 0.37.1 pyhd3eb1b0_0 anaconda
- xarray 0.20.2 pypi_0 pypi
- xz 5.2.5 h7f8727e_1 anaconda
- yarl 1.9.2 pypi_0 pypi
- zeromq 4.3.4 h2531618_0 anaconda
- zipp 3.15.0 pypi_0 pypi
- zlib 1.2.12 h7f8727e_2 anaconda
- zstd 1.4.9 haebb681_0 anaconda
正确版本：
修改为：
pip install torch==1.10.0+cu111 torchvision==0.11.0+cu111 torchaudio==0.10.0 -f https://download.pytorch.org/whl/torch_stable.html- # Name Version Build Channel
- _libgcc_mutex 0.1 conda_forge conda-forge
- _openmp_mutex 4.5 2_kmp_llvm conda-forge
- absl-py 1.4.0 pypi_0 pypi
- aiohttp 3.8.4 pypi_0 pypi
- aiosignal 1.3.1 pypi_0 pypi
- apex 0.1 pypi_0 pypi
- async-timeout 4.0.2 pypi_0 pypi
- attrs 23.1.0 pypi_0 pypi
- binutils_impl_linux-64 2.40 hf600244_0 conda-forge
- blas 2.116 mkl conda-forge
- blas-devel 3.9.0 16_linux64_mkl conda-forge
- boltons 23.0.0 pyhd8ed1ab_0 conda-forge
- boost 1.78.0 py38h4e30db6_4 conda-forge
- boost-cpp 1.78.0 h6582d0a_3 conda-forge
- brotli 1.0.9 h166bdaf_9 conda-forge
- brotli-bin 1.0.9 h166bdaf_9 conda-forge
- brotlipy 0.7.0 py38h27cfd23_1003 anaconda
- bzip2 1.0.8 h7f98852_4 conda-forge
- c-ares 1.19.1 hd590300_0 conda-forge
- ca-certificates 2023.5.7 hbcca054_0 conda-forge
- cachetools 5.3.1 pypi_0 pypi
- cairo 1.16.0 h35add3b_1015 conda-forge
- certifi 2023.5.7 pyhd8ed1ab_0 conda-forge
- cffi 1.15.1 py38h4a40e3a_3 conda-forge
- charset-normalizer 3.1.0 pyhd8ed1ab_0 conda-forge
- colorama 0.4.6 pyhd8ed1ab_0 conda-forge
- conda 23.5.0 py38h578d9bd_1 conda-forge
- conda-package-handling 2.0.2 pyh38be061_0 conda-forge
- conda-package-streaming 0.8.0 pyhd8ed1ab_0 conda-forge
- contourpy 1.1.0 py38h7f3f72f_0 conda-forge
- cryptography 41.0.1 py38hcdda232_0 conda-forge
- cuda-version 11.3 hbc958af_2 conda-forge
- cudatoolkit 11.3.1 h9edb442_11 conda-forge
- cudnn 8.8.0.121 h0800d71_1 conda-forge
- cycler 0.11.0 pyhd8ed1ab_0 conda-forge
- deepspeed 0.9.5 cpu_py38he67f6f1_0 conda-forge
- expat 2.5.0 hcb278e6_1 conda-forge
- ffmpeg 4.3 hf484d3e_0 pytorch
- fftw 3.3.10 nompi_hc118613_108 conda-forge
- filelock 3.12.2 pyhd8ed1ab_0 conda-forge
- fmt 9.1.0 h924138e_0 conda-forge
- font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge
- font-ttf-inconsolata 3.000 h77eed37_0 conda-forge
- font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge
- font-ttf-ubuntu 0.83 hab24e00_0 conda-forge
- fontconfig 2.14.2 h14ed4e7_0 conda-forge
- fonts-conda-ecosystem 1 0 conda-forge
- fonts-conda-forge 1 0 conda-forge
- fonttools 4.40.0 py38h01eb140_0 conda-forge
- freetype 2.12.1 hca18f0e_1 conda-forge
- freetype-py 2.4.0 pyhd8ed1ab_0 conda-forge
- frozenlist 1.3.3 pypi_0 pypi
- fsspec 2023.6.0 pypi_0 pypi
- fuzzywuzzy 0.18.0 pyhd8ed1ab_0 conda-forge
- gcc 12.1.0 h9ea6d83_10 conda-forge
- gcc_impl_linux-64 12.1.0 hea43390_17 conda-forge
- gdk-pixbuf 2.42.10 h05c8ddd_0 conda-forge
- gettext 0.21.1 h27087fc_0 conda-forge
- glib 2.76.3 hfc55251_0 conda-forge
- glib-tools 2.76.3 hfc55251_0 conda-forge
- gmp 6.2.1 h58526e2_0 conda-forge
- gmpy2 2.1.2 py38h793c122_1 conda-forge
- gnutls 3.6.13 h85f3911_1 conda-forge
- google-auth 2.21.0 pypi_0 pypi
- google-auth-oauthlib 1.0.0 pypi_0 pypi
- greenlet 2.0.2 py38h17151c0_1 conda-forge
- grpcio 1.56.0 pypi_0 pypi
- hjson-py 3.1.0 pyhd8ed1ab_0 conda-forge
- icu 72.1 hcb278e6_0 conda-forge
- idna 3.4 pyhd8ed1ab_0 conda-forge
- importlib-metadata 6.7.0 pypi_0 pypi
- importlib-resources 5.12.0 pyhd8ed1ab_0 conda-forge
- importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge
- jinja2 3.1.2 pyhd8ed1ab_1 conda-forge
- joblib 1.3.0 pyhd8ed1ab_0 conda-forge
- jpeg 9e h166bdaf_2 conda-forge
- jsonpatch 1.32 pyhd8ed1ab_0 conda-forge
- jsonpointer 2.0 py_0 conda-forge
- kernel-headers_linux-64 2.6.32 he073ed8_15 conda-forge
- keyutils 1.6.1 h166bdaf_0 conda-forge
- kiwisolver 1.4.4 py38h43d8883_1 conda-forge
- krb5 1.20.1 h81ceb04_0 conda-forge
- lame 3.100 h166bdaf_1003 conda-forge
- lcms2 2.15 hfd0df8a_0 conda-forge
- ld_impl_linux-64 2.40 h41732ed_0 conda-forge
- lerc 4.0.0 h27087fc_0 conda-forge
- levenshtein 0.21.1 py38h17151c0_0 conda-forge
- libaio 0.3.113 h166bdaf_0 conda-forge
- libarchive 3.6.2 h3d51595_0 conda-forge
- libblas 3.9.0 16_linux64_mkl conda-forge
- libbrotlicommon 1.0.9 h166bdaf_9 conda-forge
- libbrotlidec 1.0.9 h166bdaf_9 conda-forge
- libbrotlienc 1.0.9 h166bdaf_9 conda-forge
- libcblas 3.9.0 16_linux64_mkl conda-forge
- libcurl 8.1.2 h409715c_0 conda-forge
- libdeflate 1.17 h0b41bf4_0 conda-forge
- libedit 3.1.20191231 he28a2e2_2 conda-forge
- libev 4.33 h516909a_1 conda-forge
- libexpat 2.5.0 hcb278e6_1 conda-forge
- libffi 3.4.2 h7f98852_5 conda-forge
- libgcc-devel_linux-64 12.1.0 h1ec3361_17 conda-forge
- libgcc-ng 13.1.0 he5830b7_0 conda-forge
- libgfortran-ng 13.1.0 h69a702a_0 conda-forge
- libgfortran5 13.1.0 h15d22d2_0 conda-forge
- libglib 2.76.3 hebfc3b9_0 conda-forge
- libgomp 13.1.0 he5830b7_0 conda-forge
- libhwloc 2.9.1 hd6dc26d_0 conda-forge
- libiconv 1.17 h166bdaf_0 conda-forge
- libjpeg-turbo 2.0.0 h9bf148f_0 pytorch
- liblapack 3.9.0 16_linux64_mkl conda-forge
- liblapacke 3.9.0 16_linux64_mkl conda-forge
- libmagma 2.7.1 hc72dce7_3 conda-forge
- libmagma_sparse 2.7.1 hc72dce7_4 conda-forge
- libmamba 1.4.5 h658169a_0 conda-forge
- libmambapy 1.4.5 py38he0d8f90_0 conda-forge
- libnghttp2 1.52.0 h61bc06f_0 conda-forge
- libnsl 2.0.0 h7f98852_0 conda-forge
- libopenblas 0.3.23 pthreads_h80387f5_0 conda-forge
- libpng 1.6.39 h753d276_0 conda-forge
- libprotobuf 3.21.12 h3eb15da_0 conda-forge
- libsanitizer 12.1.0 ha89aaad_17 conda-forge
- libsolv 0.7.24 hfc55251_1 conda-forge
- libsqlite 3.42.0 h2797004_0 conda-forge
- libssh2 1.11.0 h0841786_0 conda-forge
- libstdcxx-ng 12.3.0 h0f45ef3_0 conda-forge
- libtiff 4.5.0 h6adf6a1_2 conda-forge
- libuuid 2.38.1 h0b41bf4_0 conda-forge
- libuv 1.44.2 h166bdaf_0 conda-forge
- libwebp-base 1.3.0 h0b41bf4_0 conda-forge
- libxcb 1.13 h7f98852_1004 conda-forge
- libxml2 2.10.4 hfdac1af_0 conda-forge
- libzlib 1.2.13 hd590300_5 conda-forge
- lightning-utilities 0.8.0 pypi_0 pypi
- llvm-openmp 16.0.6 h4dfa4b3_0 conda-forge
- lz4-c 1.9.4 hcb278e6_0 conda-forge
- lzo 2.10 h516909a_1000 conda-forge
- magma 2.7.1 ha770c72_4 conda-forge
- mamba 1.4.5 py38haad2881_0 conda-forge
- markdown 3.4.3 pypi_0 pypi
- markupsafe 2.1.3 py38h01eb140_0 conda-forge
- matplotlib-base 3.7.1 py38hd6c3c57_0 conda-forge
- mkl 2022.1.0 h84fe81f_915 conda-forge
- mkl-devel 2022.1.0 ha770c72_916 conda-forge
- mkl-include 2022.1.0 h84fe81f_915 conda-forge
- mpc 1.3.1 hfe3b2da_0 conda-forge
- mpfr 4.2.0 hb012696_0 conda-forge
- mpmath 1.3.0 pyhd8ed1ab_0 conda-forge
- multidict 6.0.4 pypi_0 pypi
- munkres 1.1.4 pyh9f0ad1d_0 conda-forge
- nccl 2.18.3.1 h12f7317_0 conda-forge
- ncurses 6.4 hcb278e6_0 conda-forge
- nettle 3.6 he412f7d_0 conda-forge
- networkx 3.1 pyhd8ed1ab_0 conda-forge
- numpy 1.21.5 pypi_0 pypi
- oauthlib 3.2.2 pypi_0 pypi
- openblas 0.3.23 pthreads_h855a84d_0 conda-forge
- openh264 2.1.1 h780b84a_0 conda-forge
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