def check_config(config: Munch):
assert config.session.momentum > 0 and config.session.momentum < 1, "momentum must be a value between 0 and 1"
assert config.session.batch_size_train > 0, "batch_size_train must a positive value"
assert config.session.learning_rate > 0, "learning_rate must be a positive value."
full_path = '{}/{}/{}'.format(config.session.root_dir,
config.session.name,
config.session.trial_uid)
config.session.full_path = os.path.expanduser(full_path)
if not os.path.exists(config.session.full_path):
os.makedirs(config.session.full_path)
BertNSPSynapse.check_config(config)
Neuron.check_config(config)
def check_config(config: Munch):
assert config.session.log_interval > 0, "log_interval dimension must be positive"
assert config.session.momentum > 0 and config.session.momentum < 1, "momentum must be a value between 0 and 1"
assert config.session.batch_size_train > 0, "batch_size_train must be a positive value"
assert config.session.batch_size_test > 0, "batch_size_test must be a positive value"
assert config.session.learning_rate > 0, "learning rate must be be a positive value."
full_path = '{}/{}/{}/'.format(config.session.root_dir, config.session.name, config.session.uid)
config.session.full_path = full_path
if not os.path.exists(config.session.full_path):
os.makedirs(config.session.full_path)
FFNNSynapse.check_config(config)
Neuron.check_config(config)
