mirror of
https://github.com/google-deepmind/deepmind-research.git
synced 2026-05-09 21:07:49 +08:00
Dushyant Rao
68 lines
2.0 KiB
Python
68 lines
2.0 KiB
Python
################################################################################
|
|
# Copyright 2019 DeepMind Technologies Limited
|
|
#
|
|
# 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
|
|
#
|
|
# https://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.
|
|
################################################################################
|
|
"""Tests for curl."""
|
|
|
|
from __future__ import absolute_import
|
|
from __future__ import division
|
|
from __future__ import print_function
|
|
|
|
from absl.testing import absltest
|
|
|
|
from curl import training
|
|
|
|
|
|
class TrainingTest(absltest.TestCase):
|
|
|
|
def testRunTraining(self):
|
|
|
|
training.run_training(
|
|
dataset='mnist',
|
|
output_type='bernoulli',
|
|
n_y=10,
|
|
n_y_active=1,
|
|
training_data_type='sequential',
|
|
n_concurrent_classes=1,
|
|
lr_init=1e-3,
|
|
lr_factor=1.,
|
|
lr_schedule=[1],
|
|
blend_classes=False,
|
|
train_supervised=False,
|
|
n_steps=1000,
|
|
report_interval=1000,
|
|
knn_values=[3],
|
|
random_seed=1,
|
|
encoder_kwargs={
|
|
'encoder_type': 'multi',
|
|
'n_enc': [1200, 600, 300, 150],
|
|
'enc_strides': [1],
|
|
},
|
|
decoder_kwargs={
|
|
'decoder_type': 'single',
|
|
'n_dec': [500, 500],
|
|
'dec_up_strides': None,
|
|
},
|
|
n_z=32,
|
|
dynamic_expansion=True,
|
|
ll_thresh=-200.0,
|
|
classify_with_samples=False,
|
|
gen_replay_type='fixed',
|
|
use_supervised_replay=False,
|
|
)
|
|
|
|
|
|
if __name__ == '__main__':
|
|
absltest.main()
|