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An library to use AllenNLP library in Polyaxon environment.

Project description

Allenpoly

Extension of AllenNLP that allows to train models in Polyaxon cluster.

Local usage:

$ export POLYAXON_NO_OP=true
$ allenpoly train config.json --include-package your_package --serialization_dir ./experiment_dir/  

Polyaxon cluster usage:

Example experiment file:

...

run:
  cmd: allenpoly train config.json --include-package your_package --serialization_dir $POLYAXON_RUN_OUTPUTS_PATH

Example of config.json:

trainer: {
    type: 'callback',
    ...
    callbacks: [{
        "type": "poly_track_metrics",  # Used in place of `track_metrics`
        ...
    }]
}

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