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Improve conda package manager support

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Add agent.package_manager.use_conda_base_env (CLEARML_USE_CONDA_BASE_ENV) allowing to use base conda environment (instead of installing a new one)
Fix conda support for python packages with markers and multiple specifications
Added "nvidia" conda channel and support for cuda-toolkit >= 12
This commit is contained in:
allegroai
2024-04-01 11:36:26 +03:00
parent fc58ba947b
commit 3d43240c8f
5 changed files with 101 additions and 20 deletions
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9
docs/clearml.conf
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@@ -108,10 +108,17 @@ agent {
# pytorch_resolve: "pip"
# additional conda channels to use when installing with conda package manager
conda_channels: ["pytorch", "conda-forge", "defaults", ]
conda_channels: ["pytorch", "conda-forge", "nvidia", "defaults", ]
# conda_full_env_update: false
# notice this will not install any additional packages into the selected environment, should be used in
# conjunction with CLEARML_CONDA_ENV_PACKAGE which points to an existing conda environment directory
# conda_env_as_base_docker: false
# install into base conda environment
# (should only be used if running in docker mode, because it will change the conda base enrichment)
# use_conda_base_env: false
# set the priority packages to be installed before the rest of the required packages
# Note: this only controls the installation order of existing requirement packages (and does not add additional packages)
# priority_packages: ["cython", "numpy", "setuptools", ]