def download_generations(run_id: str = '',
run_path: str = '',
replace: bool = False,
run_name=''):
if run_name == '':
run_name = fetch_run_name(run_id, run_path)
for file in fetch_run(run_id, run_path).files():
if 'generation' in file.name:
file.download(replace=replace,
root=get_generations_folder_path(run_name))
def init_generation() -> Generation:
"""either loads a saved gen from a to-be-continued run, or creates a fresh one"""
if not os.listdir(run_man.get_generations_folder_path(config.run_name)):
# if there are no generations in the run folder
generation: Generation = Generation()
Singleton.instance = generation
else: # continuing run
generation: Generation = run_man.load_latest_generation(config.run_name)
if generation is None: # generation load failed, likely because the run did not complete gen 0
raise Exception("generation files exist, but failed to load")
Singleton.instance = generation
generation.step_evolution()
return generation
def download_run(run_id: str = '',
run_path: str = '',
replace: bool = False) -> str:
run_name = fetch_run_name(run_id, run_path)
set_up_run_folder(run_name)
for file in fetch_run(run_id, run_path).files():
if file.name.endswith('.png'):
continue
if 'generation' in file.name:
file.download(replace=replace,
root=get_generations_folder_path(run_name))
elif file.name.endswith('.model'):
file.download(replace=replace,
root=get_fully_train_folder_path(run_name))
else:
file.download(replace=replace, root=get_run_folder_path(run_name))
return run_name