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30 lines
741 B
Python
30 lines
741 B
Python
from easydict import EasyDict as edict
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# make training faster
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# our RAM is 256G
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# mount -t tmpfs -o size=140G tmpfs /train_tmp
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config = edict()
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config.loss = "arcface"
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config.network = "mbf"
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config.resume = False
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config.output = None
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config.embedding_size = 512
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config.model_parallel = True
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config.partial_fc = 1
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config.sample_rate = 0.1
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config.fp16 = True
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config.momentum = 0.9
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config.weight_decay = 2e-4
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config.batch_size = 128
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config.lr = 0.1 # batch size is 512
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config.ofrecord_path = "/train_tmp/ms1m-retinaface-t1"
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config.ofrecord_part_num = 8
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config.num_classes = 93431
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config.num_image = 5179510
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config.num_epoch = 30
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config.warmup_epoch = -1
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config.decay_epoch = [10, 20, 25]
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config.val_targets = ["lfw", "cfp_fp", "agedb_30"]
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