def make_config(type, name=None):
if name is None:
name = type
config_cls = Config.by_name(type)
config_ins = config_cls.make_config()
config_ins.save(EXPERIMENT_ROOT / f'{name}' / 'config.json')
return config_ins.config
def tune_config(type, add_name=''):
configs = Config.by_name(type).tune_config()
EXPERIMENT_DIR = EXPERIMENT_ROOT / f'tune-{type}-{add_name}'
EXPERIMENT_DIR.mkdir(parents=True, exist_ok=True)
configs_file_path = EXPERIMENT_DIR / f'configs.list'
configs_file = configs_file_path.open('w')
for name, config in configs:
experiment_dir = EXPERIMENT_ROOT / f'{name}'
experiment_dir.mkdir(parents=True, exist_ok=True)
config.save(EXPERIMENT_ROOT / f'{name}' / 'config.json')
configs_file.write(f'{name}\n')
return len(configs)
