2020-10-01 18:10:02 +08:00
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MODEL:
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2021-01-18 11:36:38 +08:00
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META_ARCHITECTURE: Baseline
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2020-10-01 18:10:02 +08:00
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2021-01-18 11:36:38 +08:00
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FREEZE_LAYERS: [ backbone ]
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2020-10-01 18:10:02 +08:00
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BACKBONE:
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2021-01-18 11:36:38 +08:00
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NAME: build_resnet_backbone
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DEPTH: 34x
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2020-10-01 18:10:02 +08:00
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LAST_STRIDE: 1
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FEAT_DIM: 512
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2021-01-18 11:36:38 +08:00
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NORM: BN
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2020-10-01 18:10:02 +08:00
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WITH_NL: False
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WITH_IBN: True
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PRETRAIN: True
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2021-01-18 11:36:38 +08:00
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PRETRAIN_PATH: /export/home/lxy/.cache/torch/checkpoints/resnet34_ibn_a-94bc1577.pth
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2020-10-01 18:10:02 +08:00
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HEADS:
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2021-01-18 11:36:38 +08:00
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NUM_CLASSES: 702
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NAME: EmbeddingHead
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NORM: BN
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NECK_FEAT: after
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2020-10-01 18:10:02 +08:00
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EMBEDDING_DIM: 0
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2021-03-30 15:47:14 +08:00
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POOL_LAYER: GeneralizedMeanPooling
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CLS_LAYER: CircleSoftmax
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2020-10-01 18:10:02 +08:00
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SCALE: 64
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MARGIN: 0.35
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LOSSES:
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NAME: ("CrossEntropyLoss", "TripletLoss",)
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CE:
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EPSILON: 0.1
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SCALE: 1.
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TRI:
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MARGIN: 0.0
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HARD_MINING: True
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NORM_FEAT: False
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SCALE: 1.
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INPUT:
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2021-01-18 11:36:38 +08:00
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SIZE_TRAIN: [ 256, 128 ]
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SIZE_TEST: [ 256, 128 ]
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2021-03-30 15:47:14 +08:00
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AUTOAUG:
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ENABLED: True
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PROB: 0.1
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2020-10-01 18:10:02 +08:00
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REA:
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ENABLED: True
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2021-03-30 15:47:14 +08:00
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2020-10-01 18:10:02 +08:00
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CJ:
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ENABLED: True
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2021-03-30 15:47:14 +08:00
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PADDING:
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ENABLED: True
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2020-10-01 18:10:02 +08:00
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DATALOADER:
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2021-03-30 15:47:14 +08:00
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SAMPLER_TRAIN: NaiveIdentitySampler
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2020-10-01 18:10:02 +08:00
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NUM_INSTANCE: 16
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NUM_WORKERS: 8
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SOLVER:
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2021-03-30 15:47:14 +08:00
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AMP:
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ENABLED: False
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2021-01-18 11:36:38 +08:00
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MAX_EPOCH: 60
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OPT: Adam
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SCHED: CosineAnnealingLR
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2020-10-01 18:10:02 +08:00
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BASE_LR: 0.00035
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BIAS_LR_FACTOR: 1.
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WEIGHT_DECAY: 0.0005
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WEIGHT_DECAY_BIAS: 0.0
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IMS_PER_BATCH: 64
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2021-01-18 11:36:38 +08:00
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DELAY_EPOCHS: 30
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2020-10-01 18:10:02 +08:00
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ETA_MIN_LR: 0.00000077
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2021-01-18 11:36:38 +08:00
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FREEZE_ITERS: 500
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2020-10-01 18:10:02 +08:00
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2021-01-18 11:36:38 +08:00
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WARMUP_FACTOR: 0.1
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2021-01-22 11:17:21 +08:00
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WARMUP_ITERS: 1000
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2020-10-01 18:10:02 +08:00
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CHECKPOINT_PERIOD: 100
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TEST:
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EVAL_PERIOD: 10
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IMS_PER_BATCH: 256
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DATASETS:
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NAMES: ("DukeMTMC",)
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TESTS: ("DukeMTMC",)
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COMBINEALL: False
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CUDNN_BENCHMARK: True
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2021-01-18 11:36:38 +08:00
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OUTPUT_DIR: projects/FastTune/logs/trial
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