replicate_pipeline_from_path¶
- 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.
- Parameters
path (
Union
[str
,Path
]) – The path to the JSON configuration for the experiment.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