technical:recipes:tensorflow-in-virtualenv

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technical:recipes:tensorflow-in-virtualenv [2021-01-27 09:38] – [Create TensorFlow Virtualenv] anitatechnical:recipes:tensorflow-in-virtualenv [2021-03-08 19:26] (current) – [VALET Package Definition] anita
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 ====== TensorFlow Python Virtual Environment ====== ====== TensorFlow Python Virtual Environment ======
  
-This page documents the creation of a Python virtual environment (virtualenv) containing the Keras deep-learning suite on the Caviness HPC system((The steps should also work on the DARWIN HPC system, though with different package versions.)).  It assumes that the user is adding the software to the workgroup storage.+This page documents the creation of a Python virtual environment (virtualenv) containing the TensorFlow software for machine learning on the Caviness HPC system((The steps should also work on the DARWIN HPC system, though with different package versions.)).  It assumes that the user is adding the software to the workgroup storage.
  
 ===== Prepare Workgroup Directory ===== ===== Prepare Workgroup Directory =====
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     prefix: /work/my_workgroup/sw/tensorflow     prefix: /work/my_workgroup/sw/tensorflow
     description: TensorFlow Python environments     description: TensorFlow Python environments
 +    flags:
 +        - no-standard-paths
     actions:     actions:
         - action: source         - action: source
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     prefix: /work/my_workgroup/sw/tensorflow     prefix: /work/my_workgroup/sw/tensorflow
     description: TensorFlow Python environments     description: TensorFlow Python environments
 +    flags:
 +        - no-standard-paths
     actions:     actions:
         - action: source         - action: source
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                 - intel-python/2018u3:python3                 - intel-python/2018u3:python3
 </file> </file>
 +
 +<note warning>Make sure you modify ''prefix: /work/my_workgroup/sw/tensorflow'' for your workgroup (e.g. If my workgroup is ''it_nss'', then use I would use ''prefix: /work/it_nss/sw/tensorflow'').</note>
  
 <note tip>On Caviness after a user has used the ''workgroup'' command, VALET searches for package definitions in ''${WORKDIR}/sw/valet'' by default.  VALET also searches a ''~/.valet'' directory (in your home directory) if it exists, so that's the best location for personal package definitions -- for software you've installed in your home directory, for example.</note> <note tip>On Caviness after a user has used the ''workgroup'' command, VALET searches for package definitions in ''${WORKDIR}/sw/valet'' by default.  VALET also searches a ''~/.valet'' directory (in your home directory) if it exists, so that's the best location for personal package definitions -- for software you've installed in your home directory, for example.</note>
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  • Last modified: 2021-01-27 09:38
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