| CUDNN_BENCHMARK: false | |
| DATALOADER: | |
| NUM_INSTANCE: 16 | |
| NUM_WORKERS: 8 | |
| SAMPLER_TRAIN: BalancedIdentitySampler | |
| SET_WEIGHT: [] | |
| DATASETS: | |
| COMBINEALL: false | |
| NAMES: | |
| - MOT20 | |
| TESTS: | |
| - MOT20 | |
| INPUT: | |
| AFFINE: | |
| ENABLED: false | |
| AUGMIX: | |
| ENABLED: false | |
| PROB: 0.0 | |
| AUTOAUG: | |
| ENABLED: true | |
| PROB: 0.1 | |
| CJ: | |
| BRIGHTNESS: 0.15 | |
| CONTRAST: 0.15 | |
| ENABLED: false | |
| HUE: 0.1 | |
| PROB: 0.5 | |
| SATURATION: 0.1 | |
| CROP: | |
| ENABLED: false | |
| RATIO: | |
| - 0.75 | |
| - 1.3333333333333333 | |
| SCALE: | |
| - 0.16 | |
| - 1 | |
| SIZE: | |
| - 224 | |
| - 224 | |
| FLIP: | |
| ENABLED: true | |
| PROB: 0.5 | |
| PADDING: | |
| ENABLED: true | |
| MODE: constant | |
| SIZE: 10 | |
| REA: | |
| ENABLED: true | |
| PROB: 0.5 | |
| VALUE: | |
| - 123.675 | |
| - 116.28 | |
| - 103.53 | |
| RPT: | |
| ENABLED: false | |
| PROB: 0.5 | |
| SIZE_TEST: | |
| - 256 | |
| - 256 | |
| SIZE_TRAIN: | |
| - 256 | |
| - 256 | |
| KD: | |
| EMA: | |
| ENABLED: false | |
| MOMENTUM: 0.999 | |
| MODEL_CONFIG: [] | |
| MODEL_WEIGHTS: [] | |
| MODEL: | |
| BACKBONE: | |
| ATT_DROP_RATE: 0.0 | |
| DEPTH: 50x | |
| DROP_PATH_RATIO: 0.1 | |
| DROP_RATIO: 0.0 | |
| FEAT_DIM: 2048 | |
| LAST_STRIDE: 1 | |
| NAME: build_resnest_backbone | |
| NORM: BN | |
| PRETRAIN: true | |
| PRETRAIN_PATH: '' | |
| SIE_COE: 3.0 | |
| STRIDE_SIZE: | |
| - 16 | |
| - 16 | |
| WITH_IBN: false | |
| WITH_NL: true | |
| WITH_SE: false | |
| DEVICE: cuda:0 | |
| FREEZE_LAYERS: | |
| - backbone | |
| HEADS: | |
| CLS_LAYER: CircleSoftmax | |
| EMBEDDING_DIM: 0 | |
| MARGIN: 0.35 | |
| NAME: EmbeddingHead | |
| NECK_FEAT: after | |
| NORM: BN | |
| NUM_CLASSES: 4288 | |
| POOL_LAYER: GeneralizedMeanPoolingP | |
| SCALE: 64 | |
| WITH_BNNECK: true | |
| LOSSES: | |
| CE: | |
| ALPHA: 0.2 | |
| EPSILON: 0.1 | |
| SCALE: 1.0 | |
| CIRCLE: | |
| GAMMA: 48 | |
| MARGIN: 0.35 | |
| SCALE: 1.0 | |
| COSFACE: | |
| GAMMA: 128 | |
| MARGIN: 0.25 | |
| SCALE: 1.0 | |
| FL: | |
| ALPHA: 0.25 | |
| GAMMA: 2 | |
| SCALE: 1.0 | |
| NAME: | |
| - CrossEntropyLoss | |
| - CircleLoss | |
| TRI: | |
| HARD_MINING: true | |
| MARGIN: 0.0 | |
| NORM_FEAT: false | |
| SCALE: 1.0 | |
| META_ARCHITECTURE: Baseline | |
| PIXEL_MEAN: | |
| - 123.675 | |
| - 116.28 | |
| - 103.53 | |
| PIXEL_STD: | |
| - 58.395 | |
| - 57.120000000000005 | |
| - 57.375 | |
| QUEUE_SIZE: 8192 | |
| WEIGHTS: '' | |
| OUTPUT_DIR: logs/MOT20/sbs_S50 | |
| SOLVER: | |
| AMP: | |
| ENABLED: true | |
| BASE_LR: 0.00035 | |
| BIAS_LR_FACTOR: 1.0 | |
| CHECKPOINT_PERIOD: 1 | |
| CLIP_GRADIENTS: | |
| CLIP_TYPE: norm | |
| CLIP_VALUE: 5.0 | |
| ENABLED: false | |
| NORM_TYPE: 2.0 | |
| DELAY_EPOCHS: 30 | |
| ETA_MIN_LR: 7.0e-07 | |
| FREEZE_ITERS: 1000 | |
| GAMMA: 0.1 | |
| HEADS_LR_FACTOR: 1.0 | |
| IMS_PER_BATCH: 256 | |
| MAX_EPOCH: 120 | |
| MOMENTUM: 0.9 | |
| NESTEROV: false | |
| OPT: AdamW | |
| SCHED: CosineAnnealingLR | |
| STEPS: [] | |
| WARMUP_FACTOR: 0.1 | |
| WARMUP_ITERS: 2000 | |
| WARMUP_METHOD: linear | |
| WEIGHT_DECAY: 0.0005 | |
| WEIGHT_DECAY_BIAS: 0.0005 | |
| WEIGHT_DECAY_NORM: 0.0005 | |
| TEST: | |
| AQE: | |
| ALPHA: 3.0 | |
| ENABLED: false | |
| QE_K: 5 | |
| QE_TIME: 1 | |
| EVAL_PERIOD: 1000000 | |
| FLIP: | |
| ENABLED: false | |
| IMS_PER_BATCH: 512 | |
| METRIC: cosine | |
| PRECISE_BN: | |
| DATASET: Market1501 | |
| ENABLED: false | |
| NUM_ITER: 300 | |
| RERANK: | |
| ENABLED: false | |
| K1: 20 | |
| K2: 6 | |
| LAMBDA: 0.3 | |
| ROC: | |
| ENABLED: false | |