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Installing dev versions of pytorch behaves weirdly #5961

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Kroppeb opened this issue Oct 3, 2023 · 4 comments
Closed

Installing dev versions of pytorch behaves weirdly #5961

Kroppeb opened this issue Oct 3, 2023 · 4 comments
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Type: Question ❔ This is a question or a request for support.

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@Kroppeb
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Kroppeb commented Oct 3, 2023

When installing development versions of pytorch, many extra versions are downloaded, slowing down locking a lot. Sometimes this causes errors when the connection isn't stable enough to successfully download one of those files.

Steps to replicate

Add

[[source]]
url = "https://download.pytorch.org/whl/nightly/cu121"
verify_ssl = true
name = "downloadpytorch"

[packages]
torch = { version = ">=2.2.0.dev20230918", index = "downloadpytorch" }
torchvision = { version = ">=0.17.0.dev20230919", index = "downloadpytorch" }
torchaudio = { version = ">=2.2.0.dev20230919", index = "downloadpytorch" }

[pipenv]
allow_prereleases = true

to your pipfile and run pipenv install --verbose

Expected result

The correct files get downloaded for python 3.10 which the project uses.

Actual result

``` Downloading file torchvision-0.17.0.dev20231002+cu121-cp310-cp310-linux_x86_64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp310-cp310-win_amd64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp311-cp311-linux_x86_64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp311-cp311-win_amd64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp38-cp38-linux_x86_64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp38-cp38-win_amd64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp39-cp39-linux_x86_64.whl to obtain hash... Downloading file torchvision-0.17.0.dev20231002+cu121-cp39-cp39-win_amd64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp310-cp310-linux_x86_64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp310-cp310-win_amd64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp311-cp311-linux_x86_64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp311-cp311-win_amd64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp38-cp38-linux_x86_64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp38-cp38-win_amd64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp39-cp39-linux_x86_64.whl to obtain hash... Downloading file torchaudio-2.2.0.dev20231002+cu121-cp39-cp39-win_amd64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp310-cp310-linux_x86_64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp310-cp310-win_amd64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp311-cp311-linux_x86_64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp311-cp311-win_amd64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp38-cp38-linux_x86_64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp38-cp38-win_amd64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp39-cp39-linux_x86_64.whl to obtain hash... Downloading file torch-2.2.0.dev20231002+cu121-cp39-cp39-win_amd64.whl to obtain hash... ```
-------------------------------------------------------------------------------
@Kroppeb
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Author

Kroppeb commented Oct 3, 2023

$ pipenv --support

Pipenv version: '2023.9.8'

Pipenv location: 'C:\\Users\\Operator\\AppData\\Roaming\\Python\\Python311\\site-packages\\pipenv'

Python location: 'C:\\Program Files\\Python311\\python.exe'

OS Name: 'nt'

User pip version: '23.2.1'

user Python installations found:

PEP 508 Information:

{'implementation_name': 'cpython',
 'implementation_version': '3.11.5',
 'os_name': 'nt',
 'platform_machine': 'AMD64',
 'platform_python_implementation': 'CPython',
 'platform_release': '10',
 'platform_system': 'Windows',
 'platform_version': '10.0.22621',
 'python_full_version': '3.11.5',
 'python_version': '3.11',
 'sys_platform': 'win32'}

System environment variables:

  • ALLUSERSPROFILE
  • APPDATA
  • CHROME_CRASHPAD_PIPE_NAME
  • CMAKE_PREFIX_PATH
  • COMMONPROGRAMFILES
  • COMMONPROGRAMFILES(X86)
  • COMMONPROGRAMW6432
  • COMPUTERNAME
  • COMSPEC
  • CUDA_PATH
  • CUDA_PATH_V11_8
  • DRIVERDATA
  • EFC_6636
  • FPS_BROWSER_APP_PROFILE_STRING
  • FPS_BROWSER_USER_PROFILE_STRING
  • GENICAM_GENTL32_PATH
  • GENICAM_GENTL64_PATH
  • HOMEDRIVE
  • HOMEPATH
  • LOCALAPPDATA
  • LOGONSERVER
  • NUMBER_OF_PROCESSORS
  • NVTOOLSEXT_PATH
  • ONEDRIVE
  • ORIGINAL_XDG_CURRENT_DESKTOP
  • OS
  • PATH
  • PATHEXT
  • PROCESSOR_ARCHITECTURE
  • PROCESSOR_IDENTIFIER
  • PROCESSOR_LEVEL
  • PROCESSOR_REVISION
  • PROGRAMDATA
  • PROGRAMFILES
  • PROGRAMFILES(X86)
  • PROGRAMW6432
  • PSMODULEPATH
  • PUBLIC
  • PYLON_DEV_DIR
  • SESSIONNAME
  • SYSTEMDRIVE
  • SYSTEMROOT
  • TEMP
  • TMP
  • USERDOMAIN
  • USERDOMAIN_ROAMINGPROFILE
  • USERNAME
  • USERPROFILE
  • WINDIR
  • ZES_ENABLE_SYSMAN
  • TERM_PROGRAM
  • TERM_PROGRAM_VERSION
  • LANG
  • COLORTERM
  • GIT_ASKPASS
  • VSCODE_GIT_ASKPASS_NODE
  • VSCODE_GIT_ASKPASS_EXTRA_ARGS
  • VSCODE_GIT_ASKPASS_MAIN
  • VSCODE_GIT_IPC_HANDLE
  • VSCODE_ENV_REPLACE
  • PYTHONIOENCODING
  • PYTHONUNBUFFERED
  • VSCODE_INJECTION
  • VSCODE_NONCE
  • PIP_DISABLE_PIP_VERSION_CHECK
  • PYTHONDONTWRITEBYTECODE
  • PYTHONFINDER_IGNORE_UNSUPPORTED

Pipenv???specific environment variables:

Debug???specific environment variables:

  • PATH: C:\Program Files\Basler\pylon 7\Runtime\x64\;C:\Program Files\Basler\pylon 7\Runtime\Win32\;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\libnvvp;C:\Program Files\Python311\Scripts\;C:\Program Files\Python311\;C:\Windows\system32;C:\Windows;C:\Windows\System32\Wbem;C:\Windows\System32\WindowsPowerShell\v1.0\;C:\Windows\System32\OpenSSH\;C:\Program Files\Git\cmd;C:\Program Files (x86)\Windows Kits\10\Windows Performance Toolkit\;C:\Program Files\NVIDIA Corporation\Nsight Compute 2022.3.0\;C:\Program Files (x86)\NVIDIA Corporation\PhysX\Common;C:\Users\Operator\AppData\Local\Programs\Python\Python310\Scripts\;C:\Users\Operator\AppData\Local\Programs\Python\Python310\;C:\Users\Operator\AppData\Local\Microsoft\WindowsApps;C:\Users\Operator\AppData\Local\Programs\Microsoft VS Code\bin;C:\Users\Operator\AppData\Roaming\Python\Python311\Scripts;
  • LANG: en_US.UTF-8

Contents of Pipfile ('C:\Floren\gitrepo\Pipfile'):

[[source]]
url = "https://pypi.org/simple"
verify_ssl = true
name = "pypi"

[[source]]
url = "https://download.pytorch.org/whl/nightly/cu121"
verify_ssl = true
name = "downloadpytorch"

[packages]
albumentations = "*"
matplotlib = "*"
mealpy = "*"
numpy = "*"
opencv-python = "*"
open3d = "*"
segmentation-models-pytorch = "*"
torch = { version = ">=2.2.0.dev20230918", index = "downloadpytorch" }
torchvision = { version = ">=0.17.0.dev20230919", index = "downloadpytorch" }
torchaudio = { version = ">=2.2.0.dev20230919", index = "downloadpytorch" }
plyfile = "*"
# python-basler = "*"
python-camera = { git = "git+ssh://[email protected]/heliovision/toolbox/python_camera.git"}
python-basler = { git = "git+ssh://[email protected]/heliovision/toolbox/python_basler.git"}

[dev-packages]
#python-camera = {file = "../../toolbox/python_camera", editable = true}
#python-basler = {file = "../../toolbox/python_basler", editable = true}
#labelme = "*"

[requires]
python_version = "3.10"

[pipenv]
allow_prereleases = true

Contents of Pipfile.lock ('C:\Floren\gitrepo\Pipfile.lock'):

{
    "_meta": {
        "hash": {
            "sha256": "65ea1a4ed3bc9935f33398361850335df7fbbfe93ea9e55391cc79b9b709f17f"
        },
        "pipfile-spec": 6,
        "requires": {
            "python_version": "3.10"
        },
        "sources": [
            {
                "name": "pypi",
                "url": "https://pypi.org/simple",
                "verify_ssl": true
            },
            {
                "name": "downloadpytorch",
                "url": "https://download.pytorch.org/whl/nightly/cu121",
                "verify_ssl": true
            }
        ]
    },
    "default": {
        "albumentations": {
            "hashes": [
                "sha256:6b641d13733181d9ecdc29550e6ad580d1bfa9d25e2213a66940062f25e291bd",
                "sha256:a6a38388fe546c568071e8c82f414498e86c9ed03c08b58e7a88b31cf7a244c6"
            ],
            "index": "pypi",
            "markers": "python_version >= '3.7'",
            "version": "==1.3.1"
        },
        "ansi2html": {
            "hashes": [
                "sha256:1c8eb9715c7d88ce3b90213c982731cd6cec2d711b483186c36a9bca068f96ac",
                "sha256:6c997c480ecfb269d24858fa10c89516a83bc3efacd13b53206baf1a817fd8ce"
            ],
            "markers": "python_version >= '3.7'",
            "version": "==1.9.0rc1"
        },
        "asttokens": {
            "hashes": [
                "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e",
                "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"
            ],
            "version": "==2.4.0"
        },
        "attrs": {
            "hashes": [
                "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04",
                "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"
            ],
            "markers": "python_version >= '3.7'",
            "version": "==23.1.0"
        },
        "backcall": {
            "hashes": [
                "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
                "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
            ],
            "version": "==0.2.0"
        },
        "certifi": {
            "hashes": [
                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
            ],
            "markers": "python_version >= '3.6'",
            "version": "==2023.7.22"
        },
        "charset-normalizer": {
            "hashes": [
                "sha256:02673e456dc5ab13659f85196c534dc596d4ef260e4d86e856c3b2773ce09843",
                "sha256:02af06682e3590ab952599fbadac535ede5d60d78848e555aa58d0c0abbde786",
                "sha256:03680bb39035fbcffe828eae9c3f8afc0428c91d38e7d61aa992ef7a59fb120e",
                "sha256:0570d21da019941634a531444364f2482e8db0b3425fcd5ac0c36565a64142c8",
                "sha256:09c77f964f351a7369cc343911e0df63e762e42bac24cd7d18525961c81754f4",
                "sha256:0d3d5b7db9ed8a2b11a774db2bbea7ba1884430a205dbd54a32d61d7c2a190fa",
                "sha256:1063da2c85b95f2d1a430f1c33b55c9c17ffaf5e612e10aeaad641c55a9e2b9d",
                "sha256:12ebea541c44fdc88ccb794a13fe861cc5e35d64ed689513a5c03d05b53b7c82",
                "sha256:153e7b6e724761741e0974fc4dcd406d35ba70b92bfe3fedcb497226c93b9da7",
                "sha256:15b26ddf78d57f1d143bdf32e820fd8935d36abe8a25eb9ec0b5a71c82eb3895",
                "sha256:1872d01ac8c618a8da634e232f24793883d6e456a66593135aeafe3784b0848d",
                "sha256:187d18082694a29005ba2944c882344b6748d5be69e3a89bf3cc9d878e548d5a",
                "sha256:1b2919306936ac6efb3aed1fbf81039f7087ddadb3160882a57ee2ff74fd2382",
                "sha256:232ac332403e37e4a03d209a3f92ed9071f7d3dbda70e2a5e9cff1c4ba9f0678",
                "sha256:23e8565ab7ff33218530bc817922fae827420f143479b753104ab801145b1d5b",
                "sha256:24817cb02cbef7cd499f7c9a2735286b4782bd47a5b3516a0e84c50eab44b98e",
                "sha256:249c6470a2b60935bafd1d1d13cd613f8cd8388d53461c67397ee6a0f5dce741",
                "sha256:24a91a981f185721542a0b7c92e9054b7ab4fea0508a795846bc5b0abf8118d4",
                "sha256:2502dd2a736c879c0f0d3e2161e74d9907231e25d35794584b1ca5284e43f596",
                "sha256:250c9eb0f4600361dd80d46112213dff2286231d92d3e52af1e5a6083d10cad9",
                "sha256:278c296c6f96fa686d74eb449ea1697f3c03dc28b75f873b65b5201806346a69",
                "sha256:2935ffc78db9645cb2086c2f8f4cfd23d9b73cc0dc80334bc30aac6f03f68f8c",
                "sha256:2f4a0033ce9a76e391542c182f0d48d084855b5fcba5010f707c8e8c34663d77",
                "sha256:30a85aed0b864ac88309b7d94be09f6046c834ef60762a8833b660139cfbad13",
                "sha256:380c4bde80bce25c6e4f77b19386f5ec9db230df9f2f2ac1e5ad7af2caa70459",
                "sha256:3ae38d325b512f63f8da31f826e6cb6c367336f95e418137286ba362925c877e",
                "sha256:3b447982ad46348c02cb90d230b75ac34e9886273df3a93eec0539308a6296d7",
                "sha256:3debd1150027933210c2fc321527c2299118aa929c2f5a0a80ab6953e3bd1908",
                "sha256:4162918ef3098851fcd8a628bf9b6a98d10c380725df9e04caf5ca6dd48c847a",
                "sha256:468d2a840567b13a590e67dd276c570f8de00ed767ecc611994c301d0f8c014f",
                "sha256:4cc152c5dd831641e995764f9f0b6589519f6f5123258ccaca8c6d34572fefa8",
                "sha256:542da1178c1c6af8873e143910e2269add130a299c9106eef2594e15dae5e482",
                "sha256:557b21a44ceac6c6b9773bc65aa1b4cc3e248a5ad2f5b914b91579a32e22204d",
                "sha256:5707a746c6083a3a74b46b3a631d78d129edab06195a92a8ece755aac25a3f3d",
                "sha256:588245972aca710b5b68802c8cad9edaa98589b1b42ad2b53accd6910dad3545",
                "sha256:5adf257bd58c1b8632046bbe43ee38c04e1038e9d37de9c57a94d6bd6ce5da34",
                "sha256:619d1c96099be5823db34fe89e2582b336b5b074a7f47f819d6b3a57ff7bdb86",
                "sha256:63563193aec44bce707e0c5ca64ff69fa72ed7cf34ce6e11d5127555756fd2f6",
                "sha256:67b8cc9574bb518ec76dc8e705d4c39ae78bb96237cb533edac149352c1f39fe",
                "sha256:6a685067d05e46641d5d1623d7c7fdf15a357546cbb2f71b0ebde91b175ffc3e",
                "sha256:70f1d09c0d7748b73290b29219e854b3207aea922f839437870d8cc2168e31cc",
                "sha256:750b446b2ffce1739e8578576092179160f6d26bd5e23eb1789c4d64d5af7dc7",
                "sha256:7966951325782121e67c81299a031f4c115615e68046f79b85856b86ebffc4cd",
                "sha256:7b8b8bf1189b3ba9b8de5c8db4d541b406611a71a955bbbd7385bbc45fcb786c",
                "sha256:7f5d10bae5d78e4551b7be7a9b29643a95aded9d0f602aa2ba584f0388e7a557",
                "sha256:805dfea4ca10411a5296bcc75638017215a93ffb584c9e344731eef0dcfb026a",
                "sha256:81bf654678e575403736b85ba3a7867e31c2c30a69bc57fe88e3ace52fb17b89",
                "sha256:82eb849f085624f6a607538ee7b83a6d8126df6d2f7d3b319cb837b289123078",
                "sha256:85a32721ddde63c9df9ebb0d2045b9691d9750cb139c161c80e500d210f5e26e",
                "sha256:86d1f65ac145e2c9ed71d8ffb1905e9bba3a91ae29ba55b4c46ae6fc31d7c0d4",
                "sha256:86f63face3a527284f7bb8a9d4f78988e3c06823f7bea2bd6f0e0e9298ca0403",
                "sha256:8eaf82f0eccd1505cf39a45a6bd0a8cf1c70dcfc30dba338207a969d91b965c0",
                "sha256:93aa7eef6ee71c629b51ef873991d6911b906d7312c6e8e99790c0f33c576f89",
                "sha256:96c2b49eb6a72c0e4991d62406e365d87067ca14c1a729a870d22354e6f68115",
                "sha256:9cf3126b85822c4e53aa28c7ec9869b924d6fcfb76e77a45c44b83d91afd74f9",
                "sha256:9fe359b2e3a7729010060fbca442ca225280c16e923b37db0e955ac2a2b72a05",
                "sha256:a0ac5e7015a5920cfce654c06618ec40c33e12801711da6b4258af59a8eff00a",
                "sha256:a3f93dab657839dfa61025056606600a11d0b696d79386f974e459a3fbc568ec",
                "sha256:a4b71f4d1765639372a3b32d2638197f5cd5221b19531f9245fcc9ee62d38f56",
                "sha256:aae32c93e0f64469f74ccc730a7cb21c7610af3a775157e50bbd38f816536b38",
                "sha256:aaf7b34c5bc56b38c931a54f7952f1ff0ae77a2e82496583b247f7c969eb1479",
                "sha256:abecce40dfebbfa6abf8e324e1860092eeca6f7375c8c4e655a8afb61af58f2c",
                "sha256:abf0d9f45ea5fb95051c8bfe43cb40cda383772f7e5023a83cc481ca2604d74e",
                "sha256:ac71b2977fb90c35d41c9453116e283fac47bb9096ad917b8819ca8b943abecd",
                "sha256:ada214c6fa40f8d800e575de6b91a40d0548139e5dc457d2ebb61470abf50186",
                "sha256:b09719a17a2301178fac4470d54b1680b18a5048b481cb8890e1ef820cb80455",
                "sha256:b1121de0e9d6e6ca08289583d7491e7fcb18a439305b34a30b20d8215922d43c",
                "sha256:b3b2316b25644b23b54a6f6401074cebcecd1244c0b8e80111c9a3f1c8e83d65",
                "sha256:b3d9b48ee6e3967b7901c052b670c7dda6deb812c309439adaffdec55c6d7b78",
                "sha256:b5bcf60a228acae568e9911f410f9d9e0d43197d030ae5799e20dca8df588287",
                "sha256:b8f3307af845803fb0b060ab76cf6dd3a13adc15b6b451f54281d25911eb92df",
                "sha256:c2af80fb58f0f24b3f3adcb9148e6203fa67dd3f61c4af146ecad033024dde43",
                "sha256:c350354efb159b8767a6244c166f66e67506e06c8924ed74669b2c70bc8735b1",
                "sha256:c5a74c359b2d47d26cdbbc7845e9662d6b08a1e915eb015d044729e92e7050b7",
                "sha256:c71f16da1ed8949774ef79f4a0260d28b83b3a50c6576f8f4f0288d109777989",
                "sha256:d47ecf253780c90ee181d4d871cd655a789da937454045b17b5798da9393901a",
                "sha256:d7eff0f27edc5afa9e405f7165f85a6d782d308f3b6b9d96016c010597958e63",
                "sha256:d97d85fa63f315a8bdaba2af9a6a686e0eceab77b3089af45133252618e70884",
                "sha256:db756e48f9c5c607b5e33dd36b1d5872d0422e960145b08ab0ec7fd420e9d649",
                "sha256:dc45229747b67ffc441b3de2f3ae5e62877a282ea828a5bdb67883c4ee4a8810",
                "sha256:e0fc42822278451bc13a2e8626cf2218ba570f27856b536e00cfa53099724828",
                "sha256:e39c7eb31e3f5b1f88caff88bcff1b7f8334975b46f6ac6e9fc725d829bc35d4",
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}

@matteius
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matteius commented Oct 3, 2023

All files have to get downloaded to generate the hashes in the lock file.

@matteius matteius added the Type: Question ❔ This is a question or a request for support. label Oct 3, 2023
@Kroppeb
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Kroppeb commented Oct 4, 2023

Uhuh, but why is it downloading files for python 3.8, python 3.9, and python 3.11? Also, can I tell pipenv that we only use windows so the linux version wouldn't be needed to be downloaded?

@matteius
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matteius commented Oct 6, 2023

Thanks in part to my work from the past few months on pytorch/builder#1433 and some folks that got the hashes back-populated in the index, you should notice its no longer downloading all the files.

The reason all matching distributions are found is due to the pip ignore compatibility finder patch that pipenv uses, because users wish to collect hashes across platforms and versions in most cases to allow the same lock file to work on multiple configurations.

I just locked this without any network activity due to the sha256 hashes being in the URLs now (as of today)

        "torch": {
            "hashes": [
                "sha256:02cd2c312501ebd9faf65bedb48ffbff77312ffef04cf7125ed4caa1738fd8df",
                "sha256:8ecf52ba49cfd3b7303d4e57e7b5c2106b77dbc9bdeaf880870162138bc70e18",
                "sha256:92bbfcd15b6a34d3b404d4156629ba9ce9e1299924bac18ed6cfbab41c80eee1",
                "sha256:9ac895a48dfb3fd0fc0693fa9170d01631f5379706ef44843bd72b84dbfc3d33",
                "sha256:a81b554184492005543ddc32e96469f9369d778dedd195d73bda9bed407d6589",
                "sha256:bcb17e2de6ca634d326203694d0bfb552587335e536c1917be3f28c5664b5506",
                "sha256:e200aba94307b7a2926f36274b92d76391f36694a1c0ca0e2c341db1fa4eca99",
                "sha256:eb512249df3083bce7bd3d89d9d1289fa82fe807e714a02b754e66971d358da3"
            ],
            "index": "downloadpytorch",
            "version": "==2.1.0+cu118"
        },

@matteius matteius closed this as completed Oct 6, 2023
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