| 2025-05-20 14:44:55,374 transreid INFO: Loaded configuration file: configs/OCC_Duke/KAT_base1.yml |
| 2025-05-20 14:44:55,374 transreid INFO: Running with config: |
| DATALOADER: |
| NUM_INSTANCE: 4 |
| NUM_WORKERS: 8 |
| SAMPLER: softmax_triplet |
| DATASETS: |
| NAMES: occ_duke |
| ROOT_DIR: /data_sata/ReID_Group/ReID_Group/KANTransfarmers/TransReID/data |
| INPUT: |
| PADDING: 10 |
| PIXEL_MEAN: [0.5, 0.5, 0.5] |
| PIXEL_STD: [0.5, 0.5, 0.5] |
| PROB: 0.5 |
| RE_PROB: 0.5 |
| SIZE_TEST: [256, 128] |
| SIZE_TRAIN: [256, 128] |
| KAT: |
| ACTIVATION: swish |
| DEPTH_MULT: 1.0 |
| WEIGHT_INIT: kan_mimetic |
| WIDTH_MULT: 1.0 |
| MODEL: |
| ATT_DROP_RATE: 0.0 |
| COS_LAYER: False |
| DEVICE: cuda |
| DEVICE_ID: 5 |
| DEVIDE_LENGTH: 4 |
| DIST_TRAIN: False |
| DROP_OUT: 0.0 |
| DROP_PATH: 0.1 |
| ID_LOSS_TYPE: softmax |
| ID_LOSS_WEIGHT: 1.0 |
| IF_LABELSMOOTH: off |
| IF_WITH_CENTER: no |
| JPM: False |
| KAT: |
| ACTIVATION: swish |
| DEPTH: 12 |
| EMBED_DIM: 768 |
| NUM_HEADS: 12 |
| WEIGHT_INIT: kan_mimetic |
| LAST_STRIDE: 1 |
| METRIC_LOSS_TYPE: triplet |
| NAME: transformer |
| NECK: bnneck |
| NO_MARGIN: True |
| PRETRAIN_CHOICE: imagenet |
| PRETRAIN_PATH: /data_sata/ReID_Group/ReID_Group/KANTransfarmers/TransReID/checkpoint/kat_base_patch16_224.pth |
| RE_ARRANGE: True |
| SHIFT_NUM: 5 |
| SHUFFLE_GROUP: 2 |
| SIE_CAMERA: False |
| SIE_COE: 3.0 |
| SIE_VIEW: False |
| STRIDE_SIZE: [12, 12] |
| TRANSFORMER_TYPE: kat_base_patch16_224_TransReID |
| TRIPLET_LOSS_WEIGHT: 1.0 |
| OUTPUT_DIR: ../logs/occ_duke_KAT_120 |
| SOLVER: |
| BASE_LR: 0.0006 |
| BIAS_LR_FACTOR: 2 |
| CENTER_LOSS_WEIGHT: 0.0005 |
| CENTER_LR: 0.5 |
| CHECKPOINT_PERIOD: 60 |
| COSINE_MARGIN: 0.5 |
| COSINE_SCALE: 30 |
| EVAL_PERIOD: 60 |
| FREEZE_BACKBONE_EPOCHS: 2 |
| GAMMA: 0.1 |
| IMS_PER_BATCH: 64 |
| LARGE_FC_LR: False |
| LOG_PERIOD: 60 |
| MARGIN: 0.3 |
| MAX_EPOCHS: 120 |
| MOMENTUM: 0.9 |
| OPTIMIZER_NAME: AdamW |
| SEED: 1234 |
| STEPS: (40, 70) |
| WARMUP_EPOCHS: 5 |
| WARMUP_FACTOR: 0.01 |
| WARMUP_METHOD: linear |
| WEIGHT_DECAY: 0.05 |
| WEIGHT_DECAY_BIAS: 0.0001 |
| TEST: |
| DIST_MAT: dist_mat.npy |
| EVAL: True |
| FEAT_NORM: yes |
| IMS_PER_BATCH: 256 |
| NECK_FEAT: before |
| RE_RANKING: False |
| WEIGHT: |
| 2025-05-20 14:44:55,375 transreid.dataset INFO: Initializing dataset 'occ_duke' with root '/data_sata/ReID_Group/ReID_Group/KANTransfarmers/TransReID/data' |
| 2025-05-20 14:44:56,486 transreid.dataset INFO: Loaded 16522 training images. |
| 2025-05-20 14:44:56,486 transreid.dataset INFO: Loaded 2228 query images. |
| 2025-05-20 14:44:56,486 transreid.dataset INFO: Loaded 17661 gallery images. |
| 2025-05-20 14:44:59,889 transreid.test INFO: Loading checkpoint from /data_sata/ReID_Group/ReID_Group/KANTransfarmers/logs/occ_duke_KAT_120/transformer_120.pkl |
| 2025-05-20 14:45:00,385 transreid.test INFO: Loading from custom checkpoint format |
| 2025-05-20 14:45:00,645 transreid.test INFO: Loaded checkpoint from epoch 120 |
| 2025-05-20 14:45:00,669 transreid INFO: Printing model details... |
| 2025-05-20 14:45:00,670 transreid INFO: Starting validation... |
| 2025-05-20 14:45:00,670 transreid.test INFO: Enter inferencing |
| 2025-05-20 14:46:18,404 transreid.test INFO: Validation Results |
| 2025-05-20 14:46:18,404 transreid.test INFO: mAP: 68.8% |
| 2025-05-20 14:46:18,404 transreid.test INFO: CMC curve, Rank-1 :83.9% |
| 2025-05-20 14:46:18,405 transreid.test INFO: CMC curve, Rank-5 :91.8% |
| 2025-05-20 14:46:18,405 transreid.test INFO: CMC curve, Rank-10 :94.0% |
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