28 lines
1.1 KiB
Bash
Executable File
28 lines
1.1 KiB
Bash
Executable File
# Hyperparameter tuning runs (will run search defined in files)
|
|
# Can add --epochs kwarg to change number of training epochs
|
|
# shail-experiment.py will generate the hail config aswell
|
|
|
|
# Experiment A
|
|
python bc-experiment.py --train A
|
|
python gail-experiment.py --train A
|
|
python shail-experiment.py --train A
|
|
|
|
# Experiment B
|
|
python bc-experiment.py --train B
|
|
python gail-experiment.py --train B
|
|
python shail-experiment.py --train B
|
|
|
|
# Retrain best models with 5 seeds
|
|
# Can add --test_seeds and --test_cpus kwargs to change number of seeds, allocate more memory
|
|
|
|
# Experiment A
|
|
python bc-experiment.py --test best_configs/bc_expA.json
|
|
python gail-experiment.py --test best_configs/gail_expA.json
|
|
python shail-experiment.py --test best_configs/hail_expA.json
|
|
python shail-experiment.py --test best_configs/shail_expA.json
|
|
|
|
# Experiment B
|
|
python bc-experiment.py --test best_configs/bc_expB.json
|
|
python gail-experiment.py --test best_configs/gail_expB.json
|
|
python shail-experiment.py --test best_configs/hail_expB.json
|
|
python shail-experiment.py --test best_configs/shail_expB.json |