Add new training loop with PyTorch Lightning, remove stale files

1 files changed, 0 insertions, 34 deletions

diff --git a/training/prepare_experiments.py b/training/prepare_experiments.py
deleted file mode 100644
index 21997af..0000000
--- a/training/prepare_experiments.py
+++ /dev/null
@@ -1,34 +0,0 @@
-"""Run a experiment from a config file."""
-import json
-
-import click
-import yaml
-
-
-def run_experiments(experiments_filename: str) -> None:
-    """Run experiment from file."""
-    with open(experiments_filename, "r") as f:
-        experiments_config = yaml.safe_load(f)
-
-    num_experiments = len(experiments_config["experiments"])
-    for index in range(num_experiments):
-        experiment_config = experiments_config["experiments"][index]
-        experiment_config["experiment_group"] = experiments_config["experiment_group"]
-        cmd = f"poetry run run-experiment --gpu=-1 --save '{json.dumps(experiment_config)}'"
-        print(cmd)
-
-
-@click.command()
-@click.option(
-    "--experiments_filename",
-    required=True,
-    type=str,
-    help="Filename of Yaml file of experiments to run.",
-)
-def run_cli(experiments_filename: str) -> None:
-    """Parse command-line arguments and run experiments from provided file."""
-    run_experiments(experiments_filename)
-
-
-if __name__ == "__main__":
-    run_cli()