mindspore/model_zoo/official/cv/unet/src/config.py

# Copyright 2020 Huawei Technologies Co., Ltd
#
# 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
#
# less 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.
# ============================================================================

cfg_unet = {
    'lr': 0.0001,
    'epochs': 400,
    'distribute_epochs': 1600,
    'batchsize': 16,
    'cross_valid_ind': 1,
    'num_classes': 2,
    'num_channels': 1,

    'keep_checkpoint_max': 10,
    'weight_decay': 0.0005,
    'loss_scale': 1024.0,
    'FixedLossScaleManager': 1024.0,

    'resume': False,
    'resume_ckpt': './',
}