mirror of
https://github.com/JDAI-CV/fast-reid.git
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94 lines
1.5 KiB
YAML
94 lines
1.5 KiB
YAML
MODEL:
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META_ARCHITECTURE: "Baseline"
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FREEZE_LAYERS: ["backbone"]
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BACKBONE:
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NAME: "build_resnet_backbone"
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DEPTH: "34x"
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LAST_STRIDE: 1
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FEAT_DIM: 512
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NORM: "BN"
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WITH_NL: False
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WITH_IBN: True
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PRETRAIN: True
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PRETRAIN_PATH: "/export/home/lxy/.cache/torch/checkpoints/resnet34_ibn_a-94bc1577.pth"
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HEADS:
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NAME: "EmbeddingHead"
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NORM: "BN"
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NECK_FEAT: "after"
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EMBEDDING_DIM: 0
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POOL_LAYER: "gempool"
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CLS_LAYER: "circleSoftmax"
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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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CIRCLE:
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MARGIN: 0.25
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ALPHA: 96
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SCALE: 1.0
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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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DO_AUTOAUG: True
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REA:
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ENABLED: True
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CJ:
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ENABLED: True
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DO_PAD: True
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DATALOADER:
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PK_SAMPLER: True
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NAIVE_WAY: False
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NUM_INSTANCE: 16
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NUM_WORKERS: 8
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SOLVER:
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AMP_ENABLED: False
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OPT: "Adam"
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SCHED: "WarmupCosineAnnealingLR"
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MAX_ITER: 60
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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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DELAY_ITERS: 30
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ETA_MIN_LR: 0.00000077
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FREEZE_ITERS: 5
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WARMUP_FACTOR: 0.01
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WARMUP_ITERS: 5
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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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OUTPUT_DIR: "projects/HPOReID/logs/dukemtmc/r34-ibn_bohb_bsz_num-inst"
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