mindspore/example/resnet50_cifar10/config.py

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1.2 KiB
Python
Executable File

# 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
#
# 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.
# ============================================================================
"""
network config setting, will be used in train.py and eval.py
"""
from easydict import EasyDict as ed
config = ed({
"class_num": 10,
"batch_size": 32,
"loss_scale": 1024,
"momentum": 0.9,
"weight_decay": 1e-4,
"epoch_size": 90,
"buffer_size": 100,
"image_height": 224,
"image_width": 224,
"save_checkpoint": True,
"save_checkpoint_steps": 195,
"keep_checkpoint_max": 10,
"save_checkpoint_path": "./",
"lr_init": 0.01,
"lr_end": 0.00001,
"lr_max": 0.1,
"warmup_epochs": 5,
"lr_decay_mode": "poly"
})