2019-03-17 20:08:26 +08:00
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MODEL:
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2019-03-26 16:22:05 +08:00
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PRETRAIN_CHOICE: 'imagenet'
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2019-03-17 20:08:26 +08:00
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PRETRAIN_PATH: '/home/haoluo/.torch/models/resnet50-19c8e357.pth'
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METRIC_LOSS_TYPE: 'triplet_center'
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IF_LABELSMOOTH: 'on'
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IF_WITH_CENTER: 'yes'
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INPUT:
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SIZE_TRAIN: [256, 128]
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SIZE_TEST: [256, 128]
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PROB: 0.5 # random horizontal flip
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RE_PROB: 0.5 # random erasing
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PADDING: 10
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DATASETS:
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NAMES: ('market1501')
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DATALOADER:
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SAMPLER: 'softmax_triplet'
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NUM_INSTANCE: 4
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NUM_WORKERS: 8
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SOLVER:
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OPTIMIZER_NAME: 'Adam'
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MAX_EPOCHS: 120
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BASE_LR: 0.00035
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CLUSTER_MARGIN: 0.3
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CENTER_LR: 0.5
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CENTER_LOSS_WEIGHT: 0.0005
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RANGE_K: 2
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RANGE_MARGIN: 0.3
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RANGE_ALPHA: 0
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RANGE_BETA: 1
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RANGE_LOSS_WEIGHT: 1
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BIAS_LR_FACTOR: 1
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WEIGHT_DECAY: 0.0005
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WEIGHT_DECAY_BIAS: 0.0005
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IMS_PER_BATCH: 64
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STEPS: [40, 70]
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GAMMA: 0.1
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WARMUP_FACTOR: 0.01
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WARMUP_ITERS: 10
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WARMUP_METHOD: 'linear'
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CHECKPOINT_PERIOD: 40
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LOG_PERIOD: 20
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EVAL_PERIOD: 40
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TEST:
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IMS_PER_BATCH: 128
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RE_RANKING: 'no'
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WEIGHT: "path"
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NECK_FEAT: 'after'
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FEAT_NORM: 'yes'
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OUTPUT_DIR: "/home/haoluo/log/gu/reid_baseline_review/Opensource_test/market1501/Experiment-all-tricks-tri_center-256x128-bs16x4-warmup10-erase0_5-labelsmooth_on-laststride1-bnneck_on-triplet_centerloss0_0005"
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