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Windows wrong Pytorch shebang line #14052

Open mantaionut opened 3 months ago

mantaionut commented 3 months ago

Checklist

What happened?

If I install PyTorch with conda install pytorch cpuonly -c pytorch, in the Scripts/torchrun-script.py the shebang line will be #!C:\cb\PYTORC~1_h_env\python.exe which does not exist. I've been trying to debug it but I am confused on how it works. Should this line be replaced when installing the package? Is this a conda issue or PyTorch issue?

Conda Info

active environment : base
    active env location : C:\Users\manta\anaconda3
            shell level : 1
       user config file : C:\Users\manta\.condarc
 populated config files : C:\Users\manta\.condarc
          conda version : 24.5.0
    conda-build version : 24.5.1
         python version : 3.12.3.final.0
                 solver : libmamba (default)
       virtual packages : __archspec=1=x86_64_v3
                          __conda=24.5.0=0
                          __cuda=12.3=0
                          __win=0=0
       base environment : C:\Users\manta\anaconda3  (writable)
      conda av data dir : C:\Users\manta\anaconda3\etc\conda
  conda av metadata url : None
           channel URLs : https://repo.anaconda.com/pkgs/main/win-64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/r/win-64
                          https://repo.anaconda.com/pkgs/r/noarch
                          https://repo.anaconda.com/pkgs/msys2/win-64
                          https://repo.anaconda.com/pkgs/msys2/noarch
                          https://conda.anaconda.org/conda-forge/win-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://conda.anaconda.org/pytorch/win-64
                          https://conda.anaconda.org/pytorch/noarch
          package cache : C:\Users\manta\anaconda3\pkgs
                          C:\Users\manta\.conda\pkgs
                          C:\Users\manta\AppData\Local\conda\conda\pkgs
       envs directories : C:\Users\manta\anaconda3\envs
                          C:\Users\manta\.conda\envs
                          C:\Users\manta\AppData\Local\conda\conda\envs
               platform : win-64
             user-agent : conda/24.5.0 requests/2.32.2 CPython/3.12.3 Windows/11 Windows/10.0.22631 solver/libmamba conda-libmamba-solver/24.1.0 libmambapy/1.5.8 aau/0.4.4 c/. s/. e/.
          administrator : False
             netrc file : None
           offline mode : False

Conda Config

==> C:\Users\manta\.condarc <==
ssl_verify: False
channels:
  - defaults
  - conda-forge
  - pytorch
unsatisfiable_hints: True
anaconda_upload: False

==> envvars <==
allow_softlinks: False
debug: False

Conda list

# packages in environment at C:\Users\manta\anaconda3:
#
# Name                    Version                   Build  Channel
_anaconda_depends         2024.06             py312_mkl_2    defaults
_libavif_api              1.1.0                h57928b3_0    conda-forge
aiobotocore               2.12.3          py312haa95532_0    defaults
aiohttp                   3.9.5           py312h2bbff1b_0    defaults
aioitertools              0.7.1              pyhd3eb1b0_0    defaults
aiosignal                 1.2.0              pyhd3eb1b0_0    defaults
alabaster                 0.7.16          py312haa95532_0    defaults
altair                    5.0.1           py312haa95532_0    defaults
anaconda-anon-usage       0.4.4           py312hfc23b7f_100    defaults
anaconda-catalogs         0.2.0           py312haa95532_1    defaults
anaconda-client           1.12.3          py312haa95532_0    defaults
anaconda-cloud-auth       0.5.1           py312haa95532_0    defaults
anaconda-navigator        2.6.0           py312haa95532_0    defaults
anaconda-project          0.11.1          py312haa95532_0    defaults
annotated-types           0.6.0           py312haa95532_0    defaults
anyio                     4.2.0           py312haa95532_0    defaults
aom                       3.9.1                he0c23c2_0    conda-forge
appdirs                   1.4.4              pyhd3eb1b0_0    defaults
archspec                  0.2.3              pyhd3eb1b0_0    defaults
argon2-cffi               21.3.0             pyhd3eb1b0_0    defaults
argon2-cffi-bindings      21.2.0          py312h2bbff1b_0    defaults
arrow                     1.2.3           py312haa95532_1    defaults
arrow-cpp                 13.0.0          h57928b3_42_cpu    conda-forge
astroid                   2.14.2          py312haa95532_0    defaults
astropy                   6.1.0           py312h4b0e54e_0    defaults
astropy-iers-data         0.2024.6.3.0.31.14 py312haa95532_0    defaults
asttokens                 2.0.5              pyhd3eb1b0_0    defaults
astunparse                1.6.3                    pypi_0    pypi
async-lru                 2.0.4           py312haa95532_0    defaults
atomicwrites              1.4.0                      py_0    defaults
attrs                     23.1.0          py312haa95532_0    defaults
automat                   20.2.0                     py_0    defaults
autopep8                  2.0.4              pyhd3eb1b0_0    defaults
aws-c-auth                0.7.22               ha390a07_2    conda-forge
aws-c-cal                 0.6.14               h750c3ff_1    conda-forge
aws-c-common              0.9.19               h2466b09_0    conda-forge
aws-c-compression         0.2.18               h750c3ff_6    conda-forge
aws-c-event-stream        0.4.2               he05106e_12    conda-forge
aws-c-http                0.8.1               h55c4ea9_17    conda-forge
aws-c-io                  0.14.8               ha255af7_5    conda-forge
aws-c-mqtt                0.10.4               heb8cf2b_4    conda-forge
aws-c-s3                  0.5.9                haf5e0f7_3    conda-forge
aws-c-sdkutils            0.1.16               h750c3ff_2    conda-forge
aws-checksums             0.1.18               h750c3ff_6    conda-forge
aws-crt-cpp               0.26.9               hb2f7e64_0    conda-forge
aws-sdk-cpp               1.11.329             h752cf48_3    conda-forge
babel                     2.11.0          py312haa95532_0    defaults
bcrypt                    3.2.0           py312h2bbff1b_1    defaults
beautifulsoup4            4.12.3          py312haa95532_0    defaults
binaryornot               0.4.4              pyhd3eb1b0_1    defaults
black                     24.4.2          py312haa95532_0    defaults
blas                      1.0                         mkl    defaults
bleach                    4.1.0              pyhd3eb1b0_0    defaults
blinker                   1.6.2           py312haa95532_0    defaults
blosc                     1.21.5               hbd69f2e_1    conda-forge
bokeh                     3.4.1           py312hfc267ef_0    defaults
boltons                   23.0.0          py312haa95532_0    defaults
boost-cpp                 1.85.0               h6f18f0d_2    conda-forge
boto3                     1.34.69            pyhd8ed1ab_0    conda-forge
botocore                  1.34.69         py312haa95532_0    defaults
bottleneck                1.3.7           py312he558020_0    defaults
brotli                    1.0.9                ha925a31_2    defaults
brotli-bin                1.1.0                hcfcfb64_1    conda-forge
brotli-python             1.0.9           py312hd77b12b_8    defaults
bzip2                     1.0.8                h2bbff1b_6    defaults
c-ares                    1.32.2               h2466b09_0    conda-forge
c-blosc2                  2.14.4               h183a6f4_1    conda-forge
ca-certificates           2024.7.4             h56e8100_0    conda-forge
cached-property           1.5.2                      py_0    defaults
cachetools                5.3.3           py312haa95532_0    defaults
certifi                   2024.7.4        py312haa95532_0    defaults
cffi                      1.16.0          py312h2bbff1b_1    defaults
cfitsio                   3.470                h2bbff1b_7    defaults
chardet                   4.0.0           py312haa95532_1003    defaults
charls                    2.4.2                h1537add_0    conda-forge
charset-normalizer        2.0.4              pyhd3eb1b0_0    defaults
click                     8.1.7           py312haa95532_0    defaults
cloudpickle               2.2.1           py312haa95532_0    defaults
cmake                     3.26.4               h693b641_0    defaults
colorama                  0.4.6           py312haa95532_0    defaults
colorcet                  3.1.0           py312haa95532_0    defaults
comm                      0.2.1           py312haa95532_0    defaults
conda                     24.5.0          py312haa95532_0    defaults
conda-build               24.5.1          py312haa95532_0    defaults
conda-content-trust       0.2.0           py312haa95532_1    defaults
conda-index               0.5.0           py312haa95532_0    defaults
conda-libmamba-solver     24.1.0             pyhd3eb1b0_0    defaults
conda-pack                0.7.1           py312haa95532_0    defaults
conda-package-handling    2.3.0           py312haa95532_0    defaults
conda-package-streaming   0.10.0          py312haa95532_0    defaults
conda-repo-cli            1.0.88          py312haa95532_0    defaults
conda-token               0.5.0              pyhd3eb1b0_0    defaults
console_shortcut          0.1.1                haa95532_6    defaults
constantly                23.10.4         py312haa95532_0    defaults
contourpy                 1.2.0           py312h59b6b97_0    defaults
cookiecutter              2.6.0           py312haa95532_0    defaults
cpuonly                   2.0                           0    pytorch
cryptography              42.0.5          py312h89fc84f_1    defaults
cssselect                 1.2.0           py312haa95532_0    defaults
curl                      8.8.0                h0dd56e1_1    conda-forge
cycler                    0.11.0             pyhd3eb1b0_0    defaults
cytoolz                   0.12.2          py312h2bbff1b_0    defaults
dask                      2024.5.0        py312haa95532_0    defaults
dask-core                 2024.5.0        py312haa95532_0    defaults
dask-expr                 1.1.0           py312haa95532_0    defaults
datashader                0.16.2          py312haa95532_0    defaults
dav1d                     1.2.1                h2bbff1b_0    defaults
debugpy                   1.6.7           py312hd77b12b_0    defaults
decorator                 5.1.1              pyhd3eb1b0_0    defaults
defusedxml                0.7.1              pyhd3eb1b0_0    defaults
diff-match-patch          20200713           pyhd3eb1b0_0    defaults
dill                      0.3.8           py312haa95532_0    defaults
distributed               2024.5.0        py312haa95532_0    defaults
distro                    1.9.0           py312haa95532_0    defaults
docstring-to-markdown     0.11            py312haa95532_0    defaults
docutils                  0.18.1          py312haa95532_3    defaults
entrypoints               0.4             py312haa95532_0    defaults
et_xmlfile                1.1.0           py312haa95532_1    defaults
executing                 0.8.3              pyhd3eb1b0_0    defaults
expat                     2.6.2                hd77b12b_0    defaults
expecttest                0.2.1                    pypi_0    pypi
filelock                  3.13.1          py312haa95532_0    defaults
flake8                    7.0.0           py312haa95532_0    defaults
flask                     3.0.3           py312haa95532_0    defaults
fmt                       9.1.0                h6d14046_1    defaults
fonttools                 4.51.0          py312h2bbff1b_0    defaults
freetype                  2.12.1               hdaf720e_2    conda-forge
frozendict                2.4.2           py312haa95532_0    defaults
frozenlist                1.4.0           py312h2bbff1b_0    defaults
fsspec                    2024.3.1        py312haa95532_0    defaults
gensim                    4.3.2           py312hc7c4135_0    defaults
gflags                    2.2.2                hd77b12b_1    defaults
giflib                    5.2.2                h64bf75a_0    conda-forge
gitdb                     4.0.7              pyhd3eb1b0_0    defaults
gitpython                 3.1.37          py312haa95532_0    defaults
glib                      2.80.2               h0df6a38_0    conda-forge
glib-tools                2.80.2               h2f9d560_0    conda-forge
glog                      0.5.0                hd77b12b_1    defaults
greenlet                  3.0.1           py312hd77b12b_0    defaults
gst-plugins-base          1.24.4               hba88be7_0    conda-forge
gstreamer                 1.24.4               h5006eae_0    conda-forge
h5py                      3.11.0          nompi_py312ha036244_102    conda-forge
hdf5                      1.14.3          nompi_h2b43c12_105    conda-forge
heapdict                  1.0.1              pyhd3eb1b0_0    defaults
holoviews                 1.19.0          py312haa95532_0    defaults
hvplot                    0.10.0          py312haa95532_0    defaults
hyperlink                 21.0.0             pyhd3eb1b0_0    defaults
hypothesis                6.108.2                  pypi_0    pypi
icc_rt                    2022.1.0             h6049295_2    defaults
icu                       73.2                 h63175ca_0    conda-forge
idna                      3.7             py312haa95532_0    defaults
imagecodecs               2024.6.1        py312h8a63b06_0    conda-forge
imageio                   2.33.1          py312haa95532_0    defaults
imagesize                 1.4.1           py312haa95532_0    defaults
imbalanced-learn          0.12.3          py312haa95532_1    defaults
importlib-metadata        7.0.1           py312haa95532_0    defaults
incremental               22.10.0            pyhd3eb1b0_0    defaults
inflection                0.5.1           py312haa95532_1    defaults
iniconfig                 1.1.1              pyhd3eb1b0_0    defaults
intake                    0.7.0           py312haa95532_0    defaults
intel-openmp              2023.1.0         h59b6b97_46320    defaults
intervaltree              3.1.0              pyhd3eb1b0_0    defaults
ipykernel                 6.28.0          py312haa95532_0    defaults
ipython                   8.25.0          py312haa95532_0    defaults
ipython_genutils          0.2.0              pyhd3eb1b0_1    defaults
ipywidgets                7.8.1           py312haa95532_0    defaults
isort                     5.13.2          py312haa95532_0    defaults
itemadapter               0.3.0              pyhd3eb1b0_0    defaults
itemloaders               1.1.0           py312haa95532_0    defaults
itsdangerous              2.2.0           py312haa95532_0    defaults
jaraco.classes            3.2.1              pyhd3eb1b0_0    defaults
jedi                      0.18.1          py312haa95532_1    defaults
jellyfish                 1.0.1           py312h36a85e1_0    defaults
jinja2                    3.1.4           py312haa95532_0    defaults
jmespath                  1.0.1           py312haa95532_0    defaults
joblib                    1.4.2           py312haa95532_0    defaults
jq                        1.6                  haa95532_1    defaults
json5                     0.9.6              pyhd3eb1b0_0    defaults
jsonpatch                 1.33            py312haa95532_1    defaults
jsonpointer               2.1                pyhd3eb1b0_0    defaults
jsonschema                4.19.2          py312haa95532_0    defaults
jsonschema-specifications 2023.7.1        py312haa95532_0    defaults
jupyter                   1.0.0           py312haa95532_9    defaults
jupyter-lsp               2.2.0           py312haa95532_0    defaults
jupyter_client            8.6.0           py312haa95532_0    defaults
jupyter_console           6.6.3           py312haa95532_1    defaults
jupyter_core              5.7.2           py312haa95532_0    defaults
jupyter_events            0.10.0          py312haa95532_0    defaults
jupyter_server            2.14.1          py312haa95532_0    defaults
jupyter_server_terminals  0.4.4           py312haa95532_1    defaults
jupyterlab                4.0.11          py312haa95532_0    defaults
jupyterlab-variableinspector 3.1.0           py312haa95532_0    defaults
jupyterlab_pygments       0.1.2                      py_0    defaults
jupyterlab_server         2.25.1          py312haa95532_0    defaults
jupyterlab_widgets        1.0.0              pyhd3eb1b0_1    defaults
jxrlib                    1.1                  he774522_2    defaults
keyring                   24.3.1          py312haa95532_0    defaults
kiwisolver                1.4.4           py312hd77b12b_0    defaults
krb5                      1.21.3               hdf4eb48_0    conda-forge
lazy-object-proxy         1.10.0          py312h2bbff1b_0    defaults
lazy_loader               0.4             py312haa95532_0    defaults
lcms2                     2.16                 h67d730c_0    conda-forge
lerc                      4.0.0                h63175ca_0    conda-forge
libabseil                 20240116.2      cxx17_h5da7b33_0    defaults
libaec                    1.1.3                h63175ca_0    conda-forge
libarchive                3.6.2                h6f8411a_1    conda-forge
libarrow                  13.0.0          h4d976e1_42_cpu    conda-forge
libavif                   1.1.0                hf4f7b25_0    conda-forge
libavif16                 1.1.0                hf4f7b25_0    conda-forge
libboost                  1.85.0               h9a677ad_2    conda-forge
libboost-devel            1.85.0               h91493d7_2    conda-forge
libboost-headers          1.85.0               h57928b3_2    conda-forge
libbrotlicommon           1.1.0                hcfcfb64_1    conda-forge
libbrotlidec              1.1.0                hcfcfb64_1    conda-forge
libbrotlienc              1.1.0                hcfcfb64_1    conda-forge
libclang                  9.0.1           default_hf44288c_0    defaults
libclang13                18.1.7          default_h97ce8ae_0    conda-forge
libcrc32c                 1.1.2                hd77b12b_0    defaults
libcurl                   8.8.0                hd5e4a3a_1    conda-forge
libdeflate                1.20                 hcfcfb64_0    conda-forge
libevent                  2.1.12               h56d1f94_1    defaults
libexpat                  2.6.2                h63175ca_0    conda-forge
libffi                    3.4.4                hd77b12b_1    defaults
libglib                   2.80.2               h0df6a38_0    conda-forge
libgoogle-cloud           2.24.0               h5e7cea3_0    conda-forge
libgoogle-cloud-storage   2.24.0               hce61461_0    conda-forge
libgrpc                   1.62.2               h5273850_0    conda-forge
libiconv                  1.17                 hcfcfb64_2    conda-forge
libintl                   0.22.5               h5728263_2    conda-forge
libintl-devel             0.22.5               h5728263_2    conda-forge
libjpeg-turbo             3.0.3                h827c3e9_0    defaults
liblief                   0.12.3               hd77b12b_0    defaults
libmamba                  1.5.8                h99b1521_2    defaults
libmambapy                1.5.8           py312h77c03ed_2    defaults
libogg                    1.3.5                h2bbff1b_1    defaults
libpng                    1.6.43               h19919ed_0    conda-forge
libpq                     12.2                 hb652d5d_1    defaults
libprotobuf               4.25.3               h503648d_0    conda-forge
libre2-11                 2023.09.01           hf8d8778_2    conda-forge
libsodium                 1.0.18               h62dcd97_0    defaults
libsolv                   0.7.29               h0ea2cb4_0    conda-forge
libspatialindex           1.9.3                h6c2663c_0    defaults
libsqlite                 3.46.0               h2466b09_0    conda-forge
libssh2                   1.11.0               h7dfc565_0    conda-forge
libthrift                 0.19.0               ha2b3283_1    conda-forge
libtiff                   4.6.0                hddb2be6_3    conda-forge
libutf8proc               2.8.0                h82a8f57_0    conda-forge
libuv                     1.48.0               h827c3e9_0    defaults
libvorbis                 1.3.7                he774522_0    defaults
libwebp-base              1.4.0                hcfcfb64_0    conda-forge
libxcb                    1.15                 hcd874cb_0    conda-forge
libxml2                   2.13.1               h24da03e_0    defaults
libxslt                   1.1.39               h3df6e99_0    conda-forge
libzlib                   1.2.13               h2466b09_6    conda-forge
libzopfli                 1.0.3                ha925a31_0    defaults
linkify-it-py             2.0.0           py312haa95532_0    defaults
llvmlite                  0.43.0          py312hf2fb9eb_0    defaults
locket                    1.0.0           py312haa95532_0    defaults
lxml                      5.2.2           py312h56c7e3b_0    conda-forge
lz4                       4.3.2           py312h2bbff1b_0    defaults
lz4-c                     1.9.4                h2bbff1b_1    defaults
lzo                       2.10                 he774522_2    defaults
m2-msys2-runtime          2.5.0.17080.65c939c               3    defaults
m2-patch                  2.7.5                         2    defaults
m2w64-gcc-libgfortran     5.3.0                         6    defaults
m2w64-gcc-libs            5.3.0                         7    defaults
m2w64-gcc-libs-core       5.3.0                         7    defaults
m2w64-gmp                 6.1.0                         2    defaults
m2w64-libwinpthread-git   5.0.0.4634.697f757               2    defaults
markdown                  3.4.1           py312haa95532_0    defaults
markdown-it-py            2.2.0           py312haa95532_1    defaults
markupsafe                2.1.3           py312h2bbff1b_0    defaults
matplotlib                3.8.4           py312haa95532_0    defaults
matplotlib-base           3.8.4           py312hc7c4135_0    defaults
matplotlib-inline         0.1.6           py312haa95532_0    defaults
mccabe                    0.7.0              pyhd3eb1b0_0    defaults
mdit-py-plugins           0.3.0           py312haa95532_0    defaults
mdurl                     0.1.0           py312haa95532_0    defaults
menuinst                  2.1.1           py312h5da7b33_0    defaults
metaflow                  2.12.8             pyhd8ed1ab_0    conda-forge
mistune                   2.0.4           py312haa95532_0    defaults
mkl                       2023.1.0         h6b88ed4_46358    defaults
mkl-service               2.4.0           py312h2bbff1b_1    defaults
mkl_fft                   1.3.8           py312h2bbff1b_0    defaults
mkl_random                1.2.4           py312h59b6b97_0    defaults
more-itertools            10.1.0          py312haa95532_0    defaults
mpmath                    1.3.0           py312haa95532_0    defaults
msgpack-python            1.0.3           py312h59b6b97_0    defaults
msys2-conda-epoch         20160418                      1    defaults
multidict                 6.0.4           py312h2bbff1b_0    defaults
multipledispatch          0.6.0           py312haa95532_0    defaults
mypy                      1.10.0          py312h827c3e9_0    defaults
mypy_extensions           1.0.0           py312haa95532_0    defaults
navigator-updater         0.5.1           py312haa95532_0    defaults
nbclient                  0.8.0           py312haa95532_0    defaults
nbconvert                 7.10.0          py312haa95532_0    defaults
nbformat                  5.9.2           py312haa95532_0    defaults
nest-asyncio              1.6.0           py312haa95532_0    defaults
networkx                  3.2.1           py312haa95532_0    defaults
ninja                     1.11.1.1                 pypi_0    pypi
ninja-base                1.10.2               h6d14046_5    defaults
nltk                      3.8.1           py312haa95532_0    defaults
notebook                  7.0.8           py312haa95532_0    defaults
notebook-shim             0.2.3           py312haa95532_0    defaults
npop                      0.1.0                   py312_0    local
numba                     0.60.0          py312h0158946_0    defaults
numexpr                   2.8.7           py312h96b7d27_0    defaults
numpy                     1.26.4          py312hfd52020_0    defaults
numpy-base                1.26.4          py312h4dde369_0    defaults
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Additional Context

No response

travishathaway commented 3 months ago

@mantaionut,

I see the same thing in my pytorch install. I don't it actually effects anything though because the file itself is not set as being executable (that's why there's a .exe file next to it with a similar name).

Are you experience actual difficulties using pytorch because of this? I will bring this up with the pytorch team too.

mantaionut commented 3 months ago

@travishathaway there is currently an issue https://github.com/pytorch/pytorch/issues/108602 opened. I also reproduce it, when trying to use the torchrun .exe I will get failed to create process. The workaround was to change the shebang of the .py file.

travishathaway commented 3 months ago

@mantaionut,

Thanks for the link. We will try to work together with the pytorch team to resolve this. There's a chance this may not be a conda issue, but I will leave this issue open until that can be determined for sure.

atalman commented 3 months ago

hi @mantaionut could you please provide some details which project does torchrun-script.py script comes from ? Do you have a link ?

mantaionut commented 3 months ago

hi @mantaionut could you please provide some details which project does torchrun-script.py script comes from ? Do you have a link ?

Hi it is generated from entry_points https://github.com/pytorch/pytorch/blob/main/setup.py#L1098 https://github.com/pytorch/pytorch/blob/main/setup.py#L1479 together with convert-caffe2-to-onnx and convert-onnx-to-caffe2 which also have the same issue.

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