NCCL error in: ../torch/lib/c10d/ProcessGroupNCCL.cpp:825, unhandled system error, NCCL version 2.7.

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

错误原因:NCCL error in: /pytorch/torch/lib/c10d/ProcessGroupNCCL ,unhandled cuda error, NCCLversion 2.7.8_ncclunhandledcudaerror: call to cuda function fail_曾小蛙的博客-CSDN博客

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
openjpeg                  2.5.0                hfec8fc6_2    conda-forge
openslide                 3.4.1                h7773abc_6    conda-forge
openssl                   3.1.1                hd590300_1    conda-forge
packaging                 23.1               pyhd8ed1ab_0    conda-forge
pandas                    2.0.2            py38h01efb38_0    conda-forge
patsy                     0.5.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hc3806b6_0    conda-forge
pillow                    9.4.0            py38hde6dc18_1    conda-forge
pip                       23.1.2             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
platformdirs              3.8.0              pyhd8ed1ab_0    conda-forge
pluggy                    1.2.0              pyhd8ed1ab_0    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
protobuf                  3.20.1                   pypi_0    pypi
psutil                    5.9.5            py38h1de0b5d_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
py-cpuinfo                9.0.0              pyhd8ed1ab_0    conda-forge
pyasn1                    0.5.0                    pypi_0    pypi
pyasn1-modules            0.3.0                    pypi_0    pypi
pybind11-abi              4                    hd8ed1ab_3    conda-forge
pycairo                   1.24.0           py38h1a1917b_0    conda-forge
pycosat                   0.6.4            py38h0a891b7_1    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pydantic                  1.10.9           py38h01eb140_0    conda-forge
pydeprecate               0.3.2                    pypi_0    pypi
pyopenssl                 23.2.0             pyhd8ed1ab_1    conda-forge
pyparsing                 3.1.0              pyhd8ed1ab_0    conda-forge
pysmilesutils             1.1.0                    pypi_0    pypi
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytdc                     0.3.8              pyhd8ed1ab_0    conda-forge
python                    3.8.17          he550d4f_0_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-levenshtein        0.21.1             pyhd8ed1ab_0    conda-forge
python-tzdata             2023.3             pyhd8ed1ab_0    conda-forge
python_abi                3.8                      3_cp38    conda-forge
pytorch                   1.11.0          py3.8_cuda11.3_cudnn8.2.0_0    pytorch
pytorch-lightning         1.6.5                    pypi_0    pypi
pytorch-mutex             1.0                        cuda    pytorch
pytz                      2023.3             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0                      pypi_0    pypi
rapidfuzz                 2.15.1           py38h8dc9893_0    conda-forge
rdkit                     2023.3.2                 pypi_0    pypi
readline                  8.2                  h8228510_1    conda-forge
regex                     2023.6.3         py38h01eb140_0    conda-forge
reportlab                 4.0.0            py38h01eb140_0    conda-forge
reproc                    14.2.4               h0b41bf4_0    conda-forge
reproc-cpp                14.2.4               hcb278e6_0    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
requests-oauthlib         1.3.1                    pypi_0    pypi
rlpycairo                 0.2.0              pyhd8ed1ab_0    conda-forge
rsa                       4.9                      pypi_0    pypi
ruamel.yaml               0.17.32          py38h01eb140_0    conda-forge
ruamel.yaml.clib          0.2.7            py38h1de0b5d_1    conda-forge
scikit-learn              1.2.2            py38hc099248_2    conda-forge
scipy                     1.10.1           py38h59b608b_3    conda-forge
seaborn                   0.12.2               hd8ed1ab_0    conda-forge
seaborn-base              0.12.2             pyhd8ed1ab_0    conda-forge
setuptools                59.5.0                   pypi_0    pypi
six                       1.16.0             pyh6c4a22f_0    conda-forge
sleef                     3.5.1                h9b69904_2    conda-forge
sqlalchemy                2.0.17           py38h01eb140_0    conda-forge
sqlite                    3.42.0               h2c6b66d_0    conda-forge
statsmodels               0.14.0           py38h31356c5_1    conda-forge
sympy                     1.12            pypyh9d50eac_103    conda-forge
sysroot_linux-64          2.12                he073ed8_15    conda-forge
tbb                       2021.9.0             hf52228f_0    conda-forge
tensorboard               2.13.0                   pypi_0    pypi
tensorboard-data-server   0.7.1                    pypi_0    pypi
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
torch                     1.10.0+cu111             pypi_0    pypi
torchaudio                0.10.0+rocm4.1           pypi_0    pypi
torchmetrics              0.11.4                   pypi_0    pypi
torchvision               0.11.0+cu111             pypi_0    pypi
tqdm                      4.65.0             pyhd8ed1ab_1    conda-forge
werkzeug                  2.3.6                    pypi_0    pypi
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.1.1                hd590300_0    conda-forge
xorg-libsm                1.2.4                h7391055_0    conda-forge
xorg-libx11               1.8.4                h0b41bf4_0    conda-forge
xorg-libxau               1.0.11               hd590300_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml-cpp                  0.7.0                h27087fc_2    conda-forge
yarl                      1.9.2                    pypi_0    pypi
zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               hd590300_5    conda-forge
zstandard                 0.19.0           py38ha98ab4e_2    conda-forge
zstd                      1.5.2                h3eb15da_6    conda-forge

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