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Issue with cudnn in environment.yml #2

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monte-flora opened this issue May 16, 2022 · 4 comments
Open

Issue with cudnn in environment.yml #2

monte-flora opened this issue May 16, 2022 · 4 comments
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@monte-flora
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I got the following error when attempting to create a conda env from the environment.yml file:

Collecting package metadata (repodata.json): done
Solving environment: failed

ResolvePackageNotFound: 
  - cudnn

Not sure the cause yet, but wanted to raise the issue in case others run into this problem. When I removed it, the environment was created successfully on my end.

@monte-flora monte-flora added the bug Something isn't working label May 16, 2022
@ahfagg
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ahfagg commented May 16, 2022

This is the library that TF uses to access NVIDIA cuda hardware. Which channel are you using? It exists in the conda-forge channel

@monte-flora
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I was just using conda env create -f environment.yml to create an environment from the yaml file. Do you specify the channel in this command?

@ahfagg
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ahfagg commented May 16, 2022

It should be encoded in the yaml file itself.
The conda channel is missing some things. conda-forge does a better job of having a more complete set of packages for doing TF/Keras.

@monte-flora
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conda-forge is declared in the yaml file so I'm not sure what the issue is. Hopefully, others are more successful and it is just a weird bug on my end (I'm not doing the deep learning so it doesn't affect my notebooks).

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