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- # Copyright 2021 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_ascend = ed({
- "save_checkpoint": True,
- "save_checkpoint_epochs": 2,
- "keep_checkpoint_max": 10,
- "learning_rate": 0.001,
- "m_for_scrutinizer": 4,
- "topK": 6,
- "input_size": (448, 448),
- "crop_pct_size": (600, 600),
- "weight_decay": 1e-4,
- "momentum": 0.9,
- "num_epochs": 200,
- "num_classes": 200,
- "num_train_images": 5994,
- "num_test_images": 5794,
- "batch_size": 8,
- "prefix": "ntsnet",
- "lossLogName": "loss.log",
- "lr_scheduler": "cosine",
- "lr_step": [200, 200],
- "optimizer": "momentum"
- })
-
- config_gpu = ed({
- "save_checkpoint": True,
- "save_checkpoint_epochs": 2,
- "keep_checkpoint_max": 10,
- "learning_rate": 0.001,
- "m_for_scrutinizer": 4,
- "topK": 6,
- "input_size": (448, 448),
- "crop_pct_size": (600, 600),
- "weight_decay": 1e-4,
- "momentum": 0.9,
- "num_epochs": 200,
- "num_classes": 200,
- "num_train_images": 5994,
- "num_test_images": 5794,
- "batch_size": 16,
- "prefix": "ntsnet",
- "lossLogName": "loss.log",
- "lr_scheduler": "cosine",
- "lr_step": [60, 100],
- "optimizer": "momentum"
- })
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