def autoconfig(config):
print("setting autoconfig")
temp_loader = DataManager(os.path.join(".", "utils"))
auto_configuration = temp_loader.load_json("autoconfig")
if config['data_set'] in auto_configuration["dataset"]:
for key, value in auto_configuration["dataset"][
config['data_set']].items():
setattr(config, key, value)
if config['model'] in auto_configuration["model"]:
for key, value in auto_configuration["model"][config['model']].items():
setattr(config, key, value)
if config['l0']:
for key, value in auto_configuration["l0"].items():
# setattr(config, key, value)
config['bla'] = value
print(config[key])
if config['prune_criterion'] in auto_configuration:
for key, value in auto_configuration[
config['prune_criterion']].items():
setattr(config, key, value)
if config['hoyer_square']:
for key, value in auto_configuration["hoyer_square"].items():
setattr(config, key, value)
if config['group_hoyer_square']:
for key, value in auto_configuration["group_hoyer_square"].items():
setattr(config, key, value)
return config
def autoconfig(config):
print("setting autoconfig")
temp_loader = DataManager(os.path.join(".", "utils"))
auto_configuration = temp_loader.load_json("autoconfig")
if config.data_set in auto_configuration["dataset"]:
for key, value in auto_configuration["dataset"][config.data_set].items():
setattr(config, key, value)
if config.model in auto_configuration["model"]:
for key, value in auto_configuration["model"][config.model].items():
setattr(config, key, value)
if config.l0:
for key, value in auto_configuration["l0"].items():
setattr(config, key, value)
if config.prune_criterion in auto_configuration:
for key, value in auto_configuration[config.prune_criterion].items():
setattr(config, key, value)
if config.hoyer_square:
for key, value in auto_configuration["hoyer_square"].items():
setattr(config, key, value)
if config.group_hoyer_square:
for key, value in auto_configuration["group_hoyer_square"].items():
setattr(config, key, value)