1# Copyright 2020 Huawei Technologies Co., Ltd 2# 3# Licensed under the Apache License, Version 2.0 (the "License"); 4# you may not use this file except in compliance with the License. 5# You may obtain a copy of the License at 6# 7# http://www.apache.org/licenses/LICENSE-2.0 8# 9# Unless required by applicable law or agreed to in writing, software 10# distributed under the License is distributed on an "AS IS" BASIS, 11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12# See the License for the specific language governing permissions and 13# limitations under the License. 14# ============================================================================ 15""" 16network config setting, will be used in train.py and evaluation.py 17""" 18from easydict import EasyDict as ed 19 20config = ed({ 21 "learning_rate": 0.0014, 22 "weight_decay": 0.00005, 23 "momentum": 0.97, 24 "crop_size": 513, 25 "eval_scales": [0.5, 0.75, 1.0, 1.25, 1.5, 1.75], 26 "atrous_rates": None, 27 "image_pyramid": None, 28 "output_stride": 16, 29 "fine_tune_batch_norm": False, 30 "ignore_label": 255, 31 "decoder_output_stride": None, 32 "seg_num_classes": 21, 33 "epoch_size": 6, 34 "batch_size": 2, 35 "enable_save_ckpt": True, 36 "save_checkpoint_steps": 10000, 37 "save_checkpoint_num": 1 38}) 39