replicate_pipeline_from_path(path, directory, replicates, move_to_cpu=False, save_replicates=True, **kwargs)[source]

Run the same pipeline several times from a configuration file by path.

  • path (Union[str, Path]) – The path to the JSON configuration for the experiment.

  • directory (Union[str, Path]) – The output directory

  • replicates (int) – The number of replicates to run.

  • move_to_cpu (bool) – Should the model be moved back to the CPU? Only relevant if training on GPU.

  • save_replicates (bool) – Should the artifacts of the replicates be saved?

  • kwargs – Keyword arguments to be passed through to pipeline_from_path().

Return type