Commandline tools

Run TensorBoard

From the command line, run the command

himl-tb

specifying one of [--experiment_name] [--latest_run_file] [--run_recovery_ids]

This will start a TensorBoard session, by default running on port 6006. To use an alternative port, specify this with --port.

If --experiment_name is provided, the most recent Run from this experiment will be visualised. If --latest_run_file is provided, the script will expect to find a RunId in this file. Alternatively you can specify the Runs to visualise via --run_recovery_ids or --run_ids. You can specify the location where TensorBoard logs will be stored, using the --run_logs_dir argument.

If you choose to specify --experiment_name, you can also specify --num_runs to view and/or --tags to filter by.

If your AML config path is not ROOT_DIR/config.json, you must also specify --config_path.

Download files from AML Runs

From the command line, run the command

himl-download

specifying one of [--experiment_name] [--latest_run_file] [--run_recovery_ids] [--run_ids]

If --experiment_name is provided, the most recent Run from this experiment will be downloaded. If --latest_run_file is provided, the script will expect to find a RunId in this file. Alternatively you can specify the Runs to download via --run_recovery_ids or --run_ids.

The files associated with your Run(s) will be downloaded to the location specified with --output_dir (by default ROOT_DIR/outputs)

If you choose to specify --experiment_name, you can also specify --num_runs to view and/or --tags to filter by.

If your AML config path is not ROOT_DIR/config.json, you must also specify --config_path.