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from easydict import EasyDict as edict |
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config = edict() |
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config.loss = "arcface" |
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config.network = "r50" |
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config.resume = False |
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config.output = "ms1mv3_arcface_r50" |
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config.dataset = "ms1m-retinaface-t1" |
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config.embedding_size = 512 |
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config.sample_rate = 1 |
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config.fp16 = False |
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config.momentum = 0.9 |
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config.weight_decay = 5e-4 |
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config.batch_size = 128 |
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config.lr = 0.1 |
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if config.dataset == "emore": |
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config.rec = "/train_tmp/faces_emore" |
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config.num_classes = 85742 |
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config.num_image = 5822653 |
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config.num_epoch = 16 |
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config.warmup_epoch = -1 |
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config.decay_epoch = [8, 14, ] |
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config.val_targets = ["lfw", ] |
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elif config.dataset == "ms1m-retinaface-t1": |
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config.rec = "/train_tmp/ms1m-retinaface-t1" |
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config.num_classes = 93431 |
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config.num_image = 5179510 |
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config.num_epoch = 25 |
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config.warmup_epoch = -1 |
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config.decay_epoch = [11, 17, 22] |
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config.val_targets = ["lfw", "cfp_fp", "agedb_30"] |
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elif config.dataset == "glint360k": |
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config.rec = "/train_tmp/glint360k" |
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config.num_classes = 360232 |
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config.num_image = 17091657 |
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config.num_epoch = 20 |
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config.warmup_epoch = -1 |
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config.decay_epoch = [8, 12, 15, 18] |
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config.val_targets = ["lfw", "cfp_fp", "agedb_30"] |
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elif config.dataset == "webface": |
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config.rec = "/train_tmp/faces_webface_112x112" |
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config.num_classes = 10572 |
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config.num_image = "forget" |
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config.num_epoch = 34 |
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config.warmup_epoch = -1 |
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config.decay_epoch = [20, 28, 32] |
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config.val_targets = ["lfw", "cfp_fp", "agedb_30"] |
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