DATA: MAX_SAMPLE_INTERVAL: 400 MEAN: - 0.485 - 0.456 - 0.406 SEARCH: CENTER_JITTER: 3.5 FACTOR: 4.0 SCALE_JITTER: 0.5 SIZE: 256 NUMBER: 4 # 6 STD: - 0.229 - 0.224 - 0.225 TEMPLATE: CENTER_JITTER: 0 FACTOR: 2.0 SCALE_JITTER: 0 SIZE: 128 NUMBER: 2 TRAIN: DATASETS_NAME: - LASOT - GOT10K_vottrain - TRACKINGNET - VastTrack - TNL2K_train - RefCOCO14 # RefCOCO14,COCO17 - OTB99_train DATASETS_RATIO: - 6 - 6 - 6 - 6 - 6 - 6 - 1 SAMPLE_PER_EPOCH: 25000 MODEL: PRETRAIN_FILE: "fast_itpn_large_1600e_1k.pt" # "fast_itpn_base_clipl_e1600.pt" # for backbone PRETRAINED_PATH: "" BACKBONE: TYPE: itpn_large STRIDE: 16 HEAD: TYPE: CENTER NUM_CHANNELS: 256 HIDDEN_DIM: 512 TRAIN: BACKBONE_MULTIPLIER: 0.1 DROP_PATH_RATE: 0.1 BATCH_SIZE: 5 EPOCH: 150 GIOU_WEIGHT: 2.0 L1_WEIGHT: 5.0 GRAD_CLIP_NORM: 0.1 LR: 0.0001 LR_DROP_EPOCH: 120 # 4/5(0.8) NUM_WORKER: 8 OPTIMIZER: ADAMW PRINT_INTERVAL: 50 SCHEDULER: TYPE: step DECAY_RATE: 0.1 WEIGHT_DECAY: 0.0001 AMP: False FIX_BN: true TEST: EPOCH: 240 SEARCH_FACTOR: 4.0 SEARCH_SIZE: 256 TEMPLATE_FACTOR: 2.0 TEMPLATE_SIZE: 128 WINDOW: true NUM_TEMPLATES: 2