2021-10-29 14:12:10 +08:00
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_BASE_: base.yaml
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2021-10-11 10:23:49 +08:00
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MODEL:
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2021-11-02 17:56:05 +08:00
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META_ARCHITECTURE: PcbOnline
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2021-10-28 22:39:54 +08:00
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PCB:
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PART_NUM: 3
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PART_DIM: 512
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EMBEDDING_DIM: 2048
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HEAD:
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FULL_DIM: 2048
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PART_DIM: 512
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EMBEDDING_DIM: 512
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BACKBONE:
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PRETRAIN: True
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PRETRAIN_PATH: /home/apps/.cache/torch/hub/checkpoints/se_resnext101_32x4d-3b2fe3d8.pth
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NAME: build_senet_pcb_backbone
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DEPTH: 101x
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NORM: BN
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LAST_STRIDE: 1
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FEAT_DIM: 512
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PRETRAIN: True
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WITH_IBN: True
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WITH_SE: True
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2021-10-11 10:23:49 +08:00
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HEADS:
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2021-10-28 22:39:54 +08:00
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NAME: PcbHead
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WITH_BNNECK: False
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EMBEDDING_DIM: 128
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POOL_LAYER: FastGlobalAvgPool
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CLS_LAYER: Linear
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2021-10-13 16:19:14 +08:00
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NUM_CLASSES: 2
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LOSSES:
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NAME: ("CrossEntropyLoss",)
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2021-10-16 21:42:16 +08:00
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2021-10-11 16:12:00 +08:00
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CONTRASTIVE:
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MARGIN: 2.0
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SCALE: 1.
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INPUT:
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2021-10-29 14:12:10 +08:00
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SIZE_TRAIN: [310, 300]
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SIZE_TEST: [310, 300]
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CROP:
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ENABLED: True
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SIZE: [270, 260]
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SCALE: [0.8, 1.2]
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2021-11-02 17:56:05 +08:00
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RATIO: [0.75, 1.33333333]
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DATALOADER:
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NUM_WORKERS: 8
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SOLVER:
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OPT: SGD
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SCHED: CosineAnnealingLR
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BASE_LR: 0.001
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MOMENTUM: 0.9
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NESTEROV: False
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BIAS_LR_FACTOR: 1.
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WEIGHT_DECAY: 0.0005
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WEIGHT_DECAY_BIAS: 0.
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ETA_MIN_LR: 0.00003
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WARMUP_FACTOR: 0.1
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WARMUP_ITERS: 1000
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IMS_PER_BATCH: 40
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TEST:
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IMS_PER_BATCH: 64
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DATASETS:
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NAMES: ("ShoeDataset",)
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TESTS: ("ShoeDataset",)
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2021-10-11 10:23:49 +08:00
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2021-10-29 14:12:10 +08:00
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OUTPUT_DIR: projects/FastShoe/logs/online-pcb
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