# Copyright (C) 2018 Google Inc.
#
# 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.
"""Generates the argfile for the fashionmnist experiments."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from absl import app
from absl import flags
from lottery_ticket.foundations import paths
from lottery_ticket.mnist_fc import constants
FLAGS = flags.FLAGS
flags.DEFINE_enum('experiment', 'reinit', ['reinit', 'reuse', 'reuse_sign'],
'Which experiment to run.')
def main(argv):
del argv # Unused.
line_format = ('--masks={masks} --output_dir={output_dir}')
name = FLAGS.experiment
for trial in range(1, 21):
for level in range(0, 31):
for run in range(1, 11):
masks = paths.masks(constants.run(trial, level))
output = constants.run(trial, level, name, run)
result = line_format.format(masks=masks, output_dir=output)
if FLAGS.experiment in ('reuse', 'reuse_sign'):
result += (' --initialization_distribution=' +
constants.initialization(level))
if FLAGS.experiment == 'reuse_sign':
presets = paths.initial(constants.run(trial, level))
result += ' --same_sign={}'.format(presets)
print(result)
if __name__ == '__main__':
app.run(main)
