replicate_pipeline_from_config

replicate_pipeline_from_config(config, directory, replicates, move_to_cpu=False, save_replicates=True, save_training=False, keep_seed=False, **kwargs)

Run the same pipeline several times from a configuration dictionary.

Parameters

• config (Mapping[str, Any]) – The configuration dictionary for the experiment.

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

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

• move_to_cpu (bool) – Should the models 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_config().

• save_training (bool) – whether to save the training factory.

• keep_seed (bool) – whether to keep the random seed in a configuration

Return type

None