mirror of
https://github.com/deepinsight/insightface.git
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66 lines
2.1 KiB
Python
66 lines
2.1 KiB
Python
# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from easydict import EasyDict as edict
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config = edict()
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config.is_static = True
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config.backbone = 'FresResNet100'
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config.classifier = 'LargeScaleClassifier'
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config.embedding_size = 512
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config.model_parallel = True
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config.sample_ratio = 0.1
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config.loss = 'ArcFace'
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config.dropout = 0.0
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config.fp16 = True
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config.init_loss_scaling = 128.0
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config.max_loss_scaling = 128.0
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config.incr_every_n_steps = 2000
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config.decr_every_n_nan_or_inf = 1
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config.incr_ratio = 2.0
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config.decr_ratio = 0.5
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config.use_dynamic_loss_scaling = True
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config.custom_white_list = []
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config.custom_black_list = []
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config.lr = 0.1 # for global batch size = 512
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config.lr_decay = 0.1
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config.weight_decay = 5e-4
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config.momentum = 0.9
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config.train_unit = 'step' # 'step' or 'epoch'
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config.warmup_num = 1000
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config.train_num = 180000
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config.decay_boundaries = [100000, 140000, 160000]
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config.use_synthetic_dataset = False
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config.dataset = "MS1M_v3"
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config.data_dir = "./MS1M_v3"
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config.label_file = "./MS1M_v3/label.txt"
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config.is_bin = False
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config.num_classes = 93431 # 85742 for MS1M_v2, 93431 for MS1M_v3
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config.batch_size = 64 # global batch size 512 of 8 GPU
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config.num_workers = 8
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config.do_validation_while_train = True
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config.validation_interval_step = 2000
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config.val_targets = ["lfw", "cfp_fp", "agedb_30"]
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config.logdir = './log'
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config.log_interval_step = 10
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config.output = './MS1M_v3_arcface'
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config.resume = False
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config.checkpoint_dir = None
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config.max_num_last_checkpoint = 3
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