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test_log.txt

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+2025-03-24 07:35:19,944 transreid INFO: Loaded configuration file: configs/VeRi/KAN_base_veri.yml
+2025-03-24 07:35:19,944 transreid INFO: Running with config:
+DATALOADER:
+  NUM_INSTANCE: 4
+  NUM_WORKERS: 8
+  SAMPLER: softmax_triplet
+DATASETS:
+  NAMES: veri
+  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, 256]
+  SIZE_TRAIN: [256, 256]
+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: 4
+  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: [16, 16]
+  TRANSFORMER_TYPE: kat_base_patch16_224_TransReID
+  TRIPLET_LOSS_WEIGHT: 1.0
+OUTPUT_DIR: ../logs/veri_KAT_base
+SOLVER:
+  BASE_LR: 0.008
+  BIAS_LR_FACTOR: 2
+  CENTER_LOSS_WEIGHT: 0.0005
+  CENTER_LR: 0.5
+  CHECKPOINT_PERIOD: 20
+  COSINE_MARGIN: 0.5
+  COSINE_SCALE: 30
+  EVAL_PERIOD: 120
+  GAMMA: 0.1
+  IMS_PER_BATCH: 64
+  LARGE_FC_LR: False
+  LOG_PERIOD: 50
+  MARGIN: 0.3
+  MAX_EPOCHS: 120
+  MOMENTUM: 0.9
+  OPTIMIZER_NAME: SGD
+  SEED: 1234
+  STEPS: (40, 70)
+  WARMUP_EPOCHS: 5
+  WARMUP_FACTOR: 0.01
+  WARMUP_METHOD: linear
+  WEIGHT_DECAY: 0.0001
+  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: 
+2025-03-24 07:35:24,353 transreid.test INFO: Loading checkpoint from /data_sata/ReID_Group/ReID_Group/KANTransfarmers/logs/veri_KAT_base/transformer_120.pkl
+2025-03-24 07:35:24,897 transreid.test INFO: Loading from custom checkpoint format
+2025-03-24 07:35:25,222 transreid.test INFO: Loaded checkpoint from epoch 120
+2025-03-24 07:35:25,265 transreid INFO: Printing model details...
+2025-03-24 07:35:25,296 transreid INFO: Starting validation...
+2025-03-24 07:35:25,296 transreid.test INFO: Enter inferencing
+2025-03-24 07:36:59,780 transreid.test INFO: Validation Results 
+2025-03-24 07:36:59,781 transreid.test INFO: mAP: 59.5%
+2025-03-24 07:36:59,781 transreid.test INFO: CMC curve, Rank-1  :88.0%
+2025-03-24 07:36:59,781 transreid.test INFO: CMC curve, Rank-5  :95.8%
+2025-03-24 07:36:59,781 transreid.test INFO: CMC curve, Rank-10 :98.0%

transformer_120.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3d4d1a1e3813e95c99a0a9c77621cd4e0c23dd96a636e937a8871b6cf30f4697
+size 345249001