/
run_config.py
executable file
·52 lines (44 loc) · 1.54 KB
/
run_config.py
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#!/usr/bin/env python3
# Copyright 2021 Alexander Meulemans, Matilde Tristany Farinha, Javier Garcia Gordonez
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
This is a script to run a model with a certain hyperparameter
fixed configuration.
"""
import importlib
import argparse
import sys
import numpy as np
import main
def _override_cmd_arg(config):
sys.argv = [sys.argv[0]]
for k, v in config.items():
if isinstance(v, bool):
cmd = '--%s' % k if v else ''
else:
cmd = '--%s=%s' % (k, str(v))
if not cmd == '':
sys.argv.append(cmd)
def run():
parser = argparse.ArgumentParser()
parser.add_argument('--config_module', type=str,
default='configs.configs_mnist.mnist_ndi',
help='The name of the module containing the config.')
args = parser.parse_args()
config_module = importlib.import_module(args.config_module)
_override_cmd_arg(config_module.config)
summary = main.run()
return summary
if __name__ == '__main__':
run()