2024-05-02 13:53:09 transreid INFO: Saving model in the path :log/transreid/market/resnet18_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 13:53:09 transreid INFO: Loaded configuration file configs/market/resnet18_ibn.yml
2024-05-02 13:53:09 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../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]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet18_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet18_ibn.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/resnet18_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  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: 
2024-05-02 13:53:10 transreid.check INFO: Dataset statistics:
2024-05-02 13:53:10 transreid.check INFO:   ----------------------------------------
2024-05-02 13:53:10 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 13:53:10 transreid.check INFO:   ----------------------------------------
2024-05-02 13:53:10 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-02 13:53:10 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-02 13:53:10 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-02 13:53:10 transreid.check INFO:   ----------------------------------------
2024-05-02 13:53:11 transreid INFO: ===========using cosine learning rate=======
2024-05-02 13:53:11 transreid.train INFO: start training
2024-05-02 13:53:16 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.767, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:53:17 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.693, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:18 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.536, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:20 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.479, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 13:53:21 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.398, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:22 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.345, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:23 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.293, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:25 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.240, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:26 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.197, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:27 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.164, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:28 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.140, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:29 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.108, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:53:31 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.078, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:53:32 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.051, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:53:33 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.030, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:53:34 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.004, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:53:35 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.989, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 13:53:37 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.973, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 13:53:37 transreid.train INFO: Epoch 1 done. Time per epoch: 26.157[s] Speed: 447.8[samples/s]
2024-05-02 13:53:39 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.514, Acc: 0.008, Base Lr: 8.72e-04
2024-05-02 13:53:40 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.535, Acc: 0.017, Base Lr: 8.72e-04
2024-05-02 13:53:41 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.480, Acc: 0.026, Base Lr: 8.72e-04
2024-05-02 13:53:42 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.474, Acc: 0.030, Base Lr: 8.72e-04
2024-05-02 13:53:44 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.448, Acc: 0.029, Base Lr: 8.72e-04
2024-05-02 13:53:45 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.413, Acc: 0.031, Base Lr: 8.72e-04
2024-05-02 13:53:46 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.389, Acc: 0.038, Base Lr: 8.72e-04
2024-05-02 13:53:47 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.369, Acc: 0.039, Base Lr: 8.72e-04
2024-05-02 13:53:48 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.354, Acc: 0.041, Base Lr: 8.72e-04
2024-05-02 13:53:50 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.335, Acc: 0.044, Base Lr: 8.72e-04
2024-05-02 13:53:51 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.325, Acc: 0.048, Base Lr: 8.72e-04
2024-05-02 13:53:52 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.305, Acc: 0.051, Base Lr: 8.72e-04
2024-05-02 13:53:53 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.288, Acc: 0.056, Base Lr: 8.72e-04
2024-05-02 13:53:54 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.268, Acc: 0.060, Base Lr: 8.72e-04
2024-05-02 13:53:56 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.250, Acc: 0.065, Base Lr: 8.72e-04
2024-05-02 13:53:57 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.228, Acc: 0.070, Base Lr: 8.72e-04
2024-05-02 13:53:58 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.201, Acc: 0.075, Base Lr: 8.72e-04
2024-05-02 13:53:59 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.182, Acc: 0.089, Base Lr: 8.72e-04
2024-05-02 13:54:00 transreid.train INFO: Epoch 2 done. Time per epoch: 22.706[s] Speed: 515.8[samples/s]
2024-05-02 13:54:02 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.884, Acc: 0.041, Base Lr: 1.27e-03
2024-05-02 13:54:03 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.801, Acc: 0.059, Base Lr: 1.27e-03
2024-05-02 13:54:04 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.825, Acc: 0.053, Base Lr: 1.27e-03
2024-05-02 13:54:05 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.787, Acc: 0.060, Base Lr: 1.27e-03
2024-05-02 13:54:07 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.744, Acc: 0.067, Base Lr: 1.27e-03
2024-05-02 13:54:08 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.728, Acc: 0.064, Base Lr: 1.27e-03
2024-05-02 13:54:09 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.703, Acc: 0.066, Base Lr: 1.27e-03
2024-05-02 13:54:10 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.681, Acc: 0.067, Base Lr: 1.27e-03
2024-05-02 13:54:12 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.659, Acc: 0.072, Base Lr: 1.27e-03
2024-05-02 13:54:13 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.628, Acc: 0.078, Base Lr: 1.27e-03
2024-05-02 13:54:14 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.607, Acc: 0.080, Base Lr: 1.27e-03
2024-05-02 13:54:15 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.585, Acc: 0.083, Base Lr: 1.27e-03
2024-05-02 13:54:17 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.562, Acc: 0.085, Base Lr: 1.27e-03
2024-05-02 13:54:18 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.535, Acc: 0.091, Base Lr: 1.27e-03
2024-05-02 13:54:19 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.506, Acc: 0.098, Base Lr: 1.27e-03
2024-05-02 13:54:21 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.482, Acc: 0.103, Base Lr: 1.27e-03
2024-05-02 13:54:22 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.451, Acc: 0.108, Base Lr: 1.27e-03
2024-05-02 13:54:23 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.406, Acc: 0.119, Base Lr: 1.27e-03
2024-05-02 13:54:24 transreid.train INFO: Epoch 3 done. Time per epoch: 23.874[s] Speed: 490.6[samples/s]
2024-05-02 13:54:25 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.074, Acc: 0.048, Base Lr: 1.66e-03
2024-05-02 13:54:27 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.035, Acc: 0.045, Base Lr: 1.66e-03
2024-05-02 13:54:28 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.025, Acc: 0.047, Base Lr: 1.66e-03
2024-05-02 13:54:29 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.008, Acc: 0.048, Base Lr: 1.66e-03
2024-05-02 13:54:30 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.010, Acc: 0.052, Base Lr: 1.66e-03
2024-05-02 13:54:32 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.966, Acc: 0.059, Base Lr: 1.66e-03
2024-05-02 13:54:33 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.939, Acc: 0.062, Base Lr: 1.66e-03
2024-05-02 13:54:34 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.910, Acc: 0.064, Base Lr: 1.66e-03
2024-05-02 13:54:36 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.886, Acc: 0.071, Base Lr: 1.66e-03
2024-05-02 13:54:37 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.863, Acc: 0.075, Base Lr: 1.66e-03
2024-05-02 13:54:38 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.830, Acc: 0.081, Base Lr: 1.66e-03
2024-05-02 13:54:39 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.793, Acc: 0.087, Base Lr: 1.66e-03
2024-05-02 13:54:40 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.741, Acc: 0.095, Base Lr: 1.66e-03
2024-05-02 13:54:42 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.696, Acc: 0.103, Base Lr: 1.66e-03
2024-05-02 13:54:43 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.649, Acc: 0.109, Base Lr: 1.66e-03
2024-05-02 13:54:44 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.593, Acc: 0.118, Base Lr: 1.66e-03
2024-05-02 13:54:45 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.525, Acc: 0.130, Base Lr: 1.66e-03
2024-05-02 13:54:47 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.452, Acc: 0.146, Base Lr: 1.66e-03
2024-05-02 13:54:47 transreid.train INFO: Epoch 4 done. Time per epoch: 23.515[s] Speed: 498.1[samples/s]
2024-05-02 13:54:49 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.404, Acc: 0.056, Base Lr: 2.06e-03
2024-05-02 13:54:50 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.400, Acc: 0.057, Base Lr: 2.06e-03
2024-05-02 13:54:51 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.358, Acc: 0.062, Base Lr: 2.06e-03
2024-05-02 13:54:53 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.311, Acc: 0.060, Base Lr: 2.06e-03
2024-05-02 13:54:54 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.237, Acc: 0.074, Base Lr: 2.06e-03
2024-05-02 13:54:55 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.161, Acc: 0.086, Base Lr: 2.06e-03
2024-05-02 13:54:56 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.099, Acc: 0.097, Base Lr: 2.06e-03
2024-05-02 13:54:58 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.030, Acc: 0.115, Base Lr: 2.06e-03
2024-05-02 13:54:59 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.982, Acc: 0.127, Base Lr: 2.06e-03
2024-05-02 13:55:00 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.910, Acc: 0.138, Base Lr: 2.06e-03
2024-05-02 13:55:01 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.875, Acc: 0.143, Base Lr: 2.06e-03
2024-05-02 13:55:03 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.839, Acc: 0.148, Base Lr: 2.06e-03
2024-05-02 13:55:04 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.803, Acc: 0.155, Base Lr: 2.06e-03
2024-05-02 13:55:05 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.748, Acc: 0.162, Base Lr: 2.06e-03
2024-05-02 13:55:06 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.679, Acc: 0.176, Base Lr: 2.06e-03
2024-05-02 13:55:08 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.608, Acc: 0.187, Base Lr: 2.06e-03
2024-05-02 13:55:09 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.522, Acc: 0.201, Base Lr: 2.06e-03
2024-05-02 13:55:10 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.423, Acc: 0.222, Base Lr: 2.06e-03
2024-05-02 13:55:11 transreid.train INFO: Epoch 5 done. Time per epoch: 23.488[s] Speed: 501.4[samples/s]
2024-05-02 13:55:12 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.551, Acc: 0.105, Base Lr: 2.46e-03
2024-05-02 13:55:14 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.487, Acc: 0.116, Base Lr: 2.46e-03
2024-05-02 13:55:15 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.531, Acc: 0.117, Base Lr: 2.46e-03
2024-05-02 13:55:16 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.443, Acc: 0.132, Base Lr: 2.46e-03
2024-05-02 13:55:17 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.395, Acc: 0.144, Base Lr: 2.46e-03
2024-05-02 13:55:19 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.329, Acc: 0.156, Base Lr: 2.46e-03
2024-05-02 13:55:20 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.278, Acc: 0.163, Base Lr: 2.46e-03
2024-05-02 13:55:21 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.215, Acc: 0.177, Base Lr: 2.46e-03
2024-05-02 13:55:22 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.130, Acc: 0.193, Base Lr: 2.46e-03
2024-05-02 13:55:24 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.099, Acc: 0.197, Base Lr: 2.46e-03
2024-05-02 13:55:25 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.037, Acc: 0.212, Base Lr: 2.46e-03
2024-05-02 13:55:26 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.976, Acc: 0.225, Base Lr: 2.46e-03
2024-05-02 13:55:27 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.935, Acc: 0.235, Base Lr: 2.46e-03
2024-05-02 13:55:29 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.869, Acc: 0.246, Base Lr: 2.46e-03
2024-05-02 13:55:30 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.793, Acc: 0.259, Base Lr: 2.46e-03
2024-05-02 13:55:32 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.711, Acc: 0.276, Base Lr: 2.46e-03
2024-05-02 13:55:34 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.608, Acc: 0.297, Base Lr: 2.46e-03
2024-05-02 13:55:36 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.500, Acc: 0.320, Base Lr: 2.46e-03
2024-05-02 13:55:37 transreid.train INFO: Epoch 6 done. Time per epoch: 26.536[s] Speed: 441.4[samples/s]
2024-05-02 13:55:40 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.981, Acc: 0.175, Base Lr: 2.85e-03
2024-05-02 13:55:43 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.920, Acc: 0.189, Base Lr: 2.85e-03
2024-05-02 13:55:46 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.823, Acc: 0.206, Base Lr: 2.85e-03
2024-05-02 13:55:48 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.762, Acc: 0.219, Base Lr: 2.85e-03
2024-05-02 13:55:51 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.675, Acc: 0.237, Base Lr: 2.85e-03
2024-05-02 13:55:53 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.565, Acc: 0.257, Base Lr: 2.85e-03
2024-05-02 13:55:55 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.445, Acc: 0.281, Base Lr: 2.85e-03
2024-05-02 13:55:58 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.384, Acc: 0.293, Base Lr: 2.85e-03
2024-05-02 13:56:00 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.318, Acc: 0.306, Base Lr: 2.85e-03
2024-05-02 13:56:03 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.253, Acc: 0.318, Base Lr: 2.85e-03
2024-05-02 13:56:05 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.222, Acc: 0.326, Base Lr: 2.85e-03
2024-05-02 13:56:08 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.171, Acc: 0.335, Base Lr: 2.85e-03
2024-05-02 13:56:10 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.112, Acc: 0.349, Base Lr: 2.85e-03
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2024-05-02 13:56:24 transreid.train INFO: Epoch 7 done. Time per epoch: 46.748[s] Speed: 250.5[samples/s]
2024-05-02 13:56:27 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.078, Acc: 0.322, Base Lr: 3.25e-03
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2024-05-02 13:57:11 transreid.train INFO: Epoch 8 done. Time per epoch: 47.274[s] Speed: 247.7[samples/s]
2024-05-02 13:57:14 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.665, Acc: 0.369, Base Lr: 3.64e-03
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2024-05-02 13:57:58 transreid.train INFO: Epoch 9 done. Time per epoch: 46.809[s] Speed: 251.6[samples/s]
2024-05-02 13:58:01 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.811, Acc: 0.511, Base Lr: 4.04e-03
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2024-05-02 13:58:44 transreid.train INFO: Epoch 10 done. Time per epoch: 46.483[s] Speed: 252.0[samples/s]
2024-05-02 13:58:48 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.500, Acc: 0.589, Base Lr: 4.44e-03
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2024-05-02 13:59:31 transreid.train INFO: Epoch 11 done. Time per epoch: 47.008[s] Speed: 249.1[samples/s]
2024-05-02 13:59:35 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.136, Acc: 0.623, Base Lr: 4.83e-03
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2024-05-02 14:00:17 transreid.train INFO: Epoch 12 done. Time per epoch: 45.757[s] Speed: 256.0[samples/s]
2024-05-02 14:00:20 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.098, Acc: 0.645, Base Lr: 5.23e-03
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2024-05-02 14:01:03 transreid.train INFO: Epoch 13 done. Time per epoch: 45.552[s] Speed: 257.1[samples/s]
2024-05-02 14:01:06 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.596, Acc: 0.742, Base Lr: 5.62e-03
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2024-05-02 14:01:48 transreid.train INFO: Epoch 14 done. Time per epoch: 45.228[s] Speed: 260.4[samples/s]
2024-05-02 14:01:51 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.299, Acc: 0.791, Base Lr: 6.02e-03
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2024-05-02 14:02:34 transreid.train INFO: Epoch 15 done. Time per epoch: 45.561[s] Speed: 257.1[samples/s]
2024-05-02 14:02:37 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.041, Acc: 0.808, Base Lr: 6.42e-03
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2024-05-02 14:03:20 transreid.train INFO: Epoch 16 done. Time per epoch: 46.324[s] Speed: 252.8[samples/s]
2024-05-02 14:03:23 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.793, Acc: 0.894, Base Lr: 6.81e-03
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2024-05-02 14:04:06 transreid.train INFO: Epoch 17 done. Time per epoch: 45.705[s] Speed: 256.3[samples/s]
2024-05-02 14:04:09 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.696, Acc: 0.900, Base Lr: 7.21e-03
2024-05-02 14:04:11 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.718, Acc: 0.894, Base Lr: 7.21e-03
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2024-05-02 14:04:52 transreid.train INFO: Epoch 18 done. Time per epoch: 46.129[s] Speed: 253.9[samples/s]
2024-05-02 14:04:55 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.676, Acc: 0.900, Base Lr: 7.60e-03
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2024-05-02 14:05:38 transreid.train INFO: Epoch 19 done. Time per epoch: 46.153[s] Speed: 255.2[samples/s]
2024-05-02 14:05:41 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.578, Acc: 0.922, Base Lr: 7.47e-03
2024-05-02 14:05:43 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.573, Acc: 0.927, Base Lr: 7.47e-03
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2024-05-02 14:05:55 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.532, Acc: 0.935, Base Lr: 7.47e-03
2024-05-02 14:05:57 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.517, Acc: 0.939, Base Lr: 7.47e-03
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2024-05-02 14:06:02 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.508, Acc: 0.940, Base Lr: 7.47e-03
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2024-05-02 14:06:23 transreid.train INFO: Epoch 20 done. Time per epoch: 44.885[s] Speed: 260.9[samples/s]
2024-05-02 14:06:56 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 14:06:56 transreid.train INFO: mAP: 71.6%
2024-05-02 14:06:56 transreid.train INFO: CMC curve, Rank-1  :87.4%
2024-05-02 14:06:56 transreid.train INFO: CMC curve, Rank-5  :95.1%
2024-05-02 14:06:56 transreid.train INFO: CMC curve, Rank-10 :97.2%
2024-05-02 14:06:59 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.574, Acc: 0.934, Base Lr: 7.41e-03
2024-05-02 14:07:02 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.534, Acc: 0.931, Base Lr: 7.41e-03
2024-05-02 14:07:04 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.499, Acc: 0.940, Base Lr: 7.41e-03
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2024-05-02 14:07:38 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.384, Acc: 0.958, Base Lr: 7.41e-03
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2024-05-02 14:07:41 transreid.train INFO: Epoch 21 done. Time per epoch: 45.496[s] Speed: 258.8[samples/s]
2024-05-02 14:07:45 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.529, Acc: 0.936, Base Lr: 7.36e-03
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2024-05-02 14:08:22 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.364, Acc: 0.963, Base Lr: 7.36e-03
2024-05-02 14:08:24 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.360, Acc: 0.964, Base Lr: 7.36e-03
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2024-05-02 14:08:27 transreid.train INFO: Epoch 22 done. Time per epoch: 45.812[s] Speed: 255.7[samples/s]
2024-05-02 14:08:31 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.394, Acc: 0.948, Base Lr: 7.30e-03
2024-05-02 14:08:33 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.412, Acc: 0.949, Base Lr: 7.30e-03
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2024-05-02 14:09:13 transreid.train INFO: Epoch 23 done. Time per epoch: 45.655[s] Speed: 256.5[samples/s]
2024-05-02 14:09:16 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.392, Acc: 0.958, Base Lr: 7.24e-03
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2024-05-02 14:09:58 transreid.train INFO: Epoch 24 done. Time per epoch: 45.114[s] Speed: 261.0[samples/s]
2024-05-02 14:10:01 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.349, Acc: 0.969, Base Lr: 7.18e-03
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2024-05-02 14:10:43 transreid.train INFO: Epoch 25 done. Time per epoch: 44.760[s] Speed: 261.7[samples/s]
2024-05-02 14:10:46 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.332, Acc: 0.973, Base Lr: 7.11e-03
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2024-05-02 14:11:28 transreid.train INFO: Epoch 26 done. Time per epoch: 45.084[s] Speed: 259.8[samples/s]
2024-05-02 14:11:31 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.302, Acc: 0.966, Base Lr: 7.04e-03
2024-05-02 14:11:33 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.279, Acc: 0.968, Base Lr: 7.04e-03
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2024-05-02 14:12:12 transreid.train INFO: Epoch 27 done. Time per epoch: 44.397[s] Speed: 263.8[samples/s]
2024-05-02 14:12:15 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.216, Acc: 0.980, Base Lr: 6.97e-03
2024-05-02 14:12:18 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.203, Acc: 0.981, Base Lr: 6.97e-03
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2024-05-02 14:12:57 transreid.train INFO: Epoch 28 done. Time per epoch: 45.065[s] Speed: 259.9[samples/s]
2024-05-02 14:13:01 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.250, Acc: 0.972, Base Lr: 6.90e-03
2024-05-02 14:13:03 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.264, Acc: 0.972, Base Lr: 6.90e-03
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2024-05-02 14:13:42 transreid.train INFO: Epoch 29 done. Time per epoch: 44.562[s] Speed: 262.8[samples/s]
2024-05-02 14:13:45 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.242, Acc: 0.977, Base Lr: 6.83e-03
2024-05-02 14:13:48 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.261, Acc: 0.975, Base Lr: 6.83e-03
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2024-05-02 14:14:00 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.249, Acc: 0.977, Base Lr: 6.83e-03
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2024-05-02 14:14:27 transreid.train INFO: Epoch 30 done. Time per epoch: 45.104[s] Speed: 261.1[samples/s]
2024-05-02 14:14:30 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.208, Acc: 0.978, Base Lr: 6.76e-03
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2024-05-02 14:15:11 transreid.train INFO: Epoch 31 done. Time per epoch: 44.417[s] Speed: 262.2[samples/s]
2024-05-02 14:15:15 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.220, Acc: 0.983, Base Lr: 6.68e-03
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2024-05-02 14:15:56 transreid.train INFO: Epoch 32 done. Time per epoch: 44.352[s] Speed: 264.1[samples/s]
2024-05-02 14:15:59 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.219, Acc: 0.978, Base Lr: 6.60e-03
2024-05-02 14:16:01 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.208, Acc: 0.983, Base Lr: 6.60e-03
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2024-05-02 14:16:41 transreid.train INFO: Epoch 33 done. Time per epoch: 45.491[s] Speed: 258.9[samples/s]
2024-05-02 14:16:44 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.186, Acc: 0.983, Base Lr: 6.52e-03
2024-05-02 14:16:47 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.182, Acc: 0.986, Base Lr: 6.52e-03
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2024-05-02 14:16:59 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.186, Acc: 0.985, Base Lr: 6.52e-03
2024-05-02 14:17:01 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.184, Acc: 0.986, Base Lr: 6.52e-03
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2024-05-02 14:17:06 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.179, Acc: 0.987, Base Lr: 6.52e-03
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2024-05-02 14:17:23 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.173, Acc: 0.985, Base Lr: 6.52e-03
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2024-05-02 14:17:26 transreid.train INFO: Epoch 34 done. Time per epoch: 44.899[s] Speed: 262.3[samples/s]
2024-05-02 14:17:29 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.201, Acc: 0.986, Base Lr: 6.44e-03
2024-05-02 14:17:32 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.207, Acc: 0.984, Base Lr: 6.44e-03
2024-05-02 14:17:34 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.209, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-02 14:17:39 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.206, Acc: 0.982, Base Lr: 6.44e-03
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2024-05-02 14:17:44 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.201, Acc: 0.983, Base Lr: 6.44e-03
2024-05-02 14:17:46 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.199, Acc: 0.982, Base Lr: 6.44e-03
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2024-05-02 14:17:51 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.195, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-02 14:18:03 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.180, Acc: 0.985, Base Lr: 6.44e-03
2024-05-02 14:18:06 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.179, Acc: 0.985, Base Lr: 6.44e-03
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2024-05-02 14:18:11 transreid.train INFO: Epoch 35 done. Time per epoch: 45.236[s] Speed: 260.3[samples/s]
2024-05-02 14:18:15 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.151, Acc: 0.991, Base Lr: 6.35e-03
2024-05-02 14:18:17 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.187, Acc: 0.981, Base Lr: 6.35e-03
2024-05-02 14:18:20 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.167, Acc: 0.986, Base Lr: 6.35e-03
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2024-05-02 14:18:24 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.165, Acc: 0.988, Base Lr: 6.35e-03
2024-05-02 14:18:27 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.163, Acc: 0.989, Base Lr: 6.35e-03
2024-05-02 14:18:29 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.158, Acc: 0.989, Base Lr: 6.35e-03
2024-05-02 14:18:32 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.161, Acc: 0.988, Base Lr: 6.35e-03
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2024-05-02 14:18:37 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.157, Acc: 0.989, Base Lr: 6.35e-03
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2024-05-02 14:18:49 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.155, Acc: 0.989, Base Lr: 6.35e-03
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2024-05-02 14:18:57 transreid.train INFO: Epoch 36 done. Time per epoch: 45.719[s] Speed: 257.6[samples/s]
2024-05-02 14:19:00 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.209, Acc: 0.975, Base Lr: 6.27e-03
2024-05-02 14:19:03 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.195, Acc: 0.977, Base Lr: 6.27e-03
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2024-05-02 14:19:10 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.172, Acc: 0.983, Base Lr: 6.27e-03
2024-05-02 14:19:12 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.164, Acc: 0.984, Base Lr: 6.27e-03
2024-05-02 14:19:15 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.163, Acc: 0.984, Base Lr: 6.27e-03
2024-05-02 14:19:17 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.162, Acc: 0.985, Base Lr: 6.27e-03
2024-05-02 14:19:19 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.158, Acc: 0.986, Base Lr: 6.27e-03
2024-05-02 14:19:21 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.156, Acc: 0.987, Base Lr: 6.27e-03
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2024-05-02 14:19:31 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.149, Acc: 0.988, Base Lr: 6.27e-03
2024-05-02 14:19:34 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.145, Acc: 0.988, Base Lr: 6.27e-03
2024-05-02 14:19:36 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.142, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-02 14:19:42 transreid.train INFO: Epoch 37 done. Time per epoch: 44.666[s] Speed: 263.6[samples/s]
2024-05-02 14:19:45 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.18e-03
2024-05-02 14:19:47 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.147, Acc: 0.989, Base Lr: 6.18e-03
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2024-05-02 14:19:55 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.165, Acc: 0.988, Base Lr: 6.18e-03
2024-05-02 14:19:57 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.162, Acc: 0.987, Base Lr: 6.18e-03
2024-05-02 14:19:59 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.165, Acc: 0.987, Base Lr: 6.18e-03
2024-05-02 14:20:02 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.163, Acc: 0.988, Base Lr: 6.18e-03
2024-05-02 14:20:04 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.165, Acc: 0.987, Base Lr: 6.18e-03
2024-05-02 14:20:07 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.160, Acc: 0.987, Base Lr: 6.18e-03
2024-05-02 14:20:09 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.158, Acc: 0.987, Base Lr: 6.18e-03
2024-05-02 14:20:11 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.154, Acc: 0.988, Base Lr: 6.18e-03
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2024-05-02 14:20:19 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.149, Acc: 0.989, Base Lr: 6.18e-03
2024-05-02 14:20:21 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.148, Acc: 0.989, Base Lr: 6.18e-03
2024-05-02 14:20:23 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.147, Acc: 0.988, Base Lr: 6.18e-03
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2024-05-02 14:20:27 transreid.train INFO: Epoch 38 done. Time per epoch: 44.808[s] Speed: 261.4[samples/s]
2024-05-02 14:20:30 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.195, Acc: 0.983, Base Lr: 6.09e-03
2024-05-02 14:20:32 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.184, Acc: 0.985, Base Lr: 6.09e-03
2024-05-02 14:20:35 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.168, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-02 14:20:39 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.156, Acc: 0.988, Base Lr: 6.09e-03
2024-05-02 14:20:42 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.154, Acc: 0.988, Base Lr: 6.09e-03
2024-05-02 14:20:44 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.152, Acc: 0.988, Base Lr: 6.09e-03
2024-05-02 14:20:47 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.158, Acc: 0.987, Base Lr: 6.09e-03
2024-05-02 14:20:49 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.154, Acc: 0.987, Base Lr: 6.09e-03
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2024-05-02 14:21:01 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.142, Acc: 0.989, Base Lr: 6.09e-03
2024-05-02 14:21:03 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.140, Acc: 0.989, Base Lr: 6.09e-03
2024-05-02 14:21:06 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.138, Acc: 0.990, Base Lr: 6.09e-03
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2024-05-02 14:21:11 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.132, Acc: 0.991, Base Lr: 6.09e-03
2024-05-02 14:21:11 transreid.train INFO: Epoch 39 done. Time per epoch: 44.701[s] Speed: 262.0[samples/s]
2024-05-02 14:21:14 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.179, Acc: 0.988, Base Lr: 6.00e-03
2024-05-02 14:21:16 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.160, Acc: 0.988, Base Lr: 6.00e-03
2024-05-02 14:21:19 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.159, Acc: 0.988, Base Lr: 6.00e-03
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2024-05-02 14:21:31 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.148, Acc: 0.988, Base Lr: 6.00e-03
2024-05-02 14:21:33 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.144, Acc: 0.989, Base Lr: 6.00e-03
2024-05-02 14:21:36 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.142, Acc: 0.989, Base Lr: 6.00e-03
2024-05-02 14:21:38 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.139, Acc: 0.989, Base Lr: 6.00e-03
2024-05-02 14:21:41 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.137, Acc: 0.990, Base Lr: 6.00e-03
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2024-05-02 14:21:48 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.131, Acc: 0.991, Base Lr: 6.00e-03
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2024-05-02 14:21:56 transreid.train INFO: Epoch 40 done. Time per epoch: 44.582[s] Speed: 262.7[samples/s]
2024-05-02 14:22:25 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 14:22:25 transreid.train INFO: mAP: 75.8%
2024-05-02 14:22:25 transreid.train INFO: CMC curve, Rank-1  :89.8%
2024-05-02 14:22:25 transreid.train INFO: CMC curve, Rank-5  :96.3%
2024-05-02 14:22:25 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-02 14:22:28 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.164, Acc: 0.988, Base Lr: 5.91e-03
2024-05-02 14:22:31 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.146, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:22:33 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.134, Acc: 0.991, Base Lr: 5.91e-03
2024-05-02 14:22:36 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.133, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:22:38 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.128, Acc: 0.991, Base Lr: 5.91e-03
2024-05-02 14:22:41 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.130, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:22:43 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.129, Acc: 0.989, Base Lr: 5.91e-03
2024-05-02 14:22:45 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.131, Acc: 0.989, Base Lr: 5.91e-03
2024-05-02 14:22:48 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.130, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-02 14:22:55 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.131, Acc: 0.989, Base Lr: 5.91e-03
2024-05-02 14:22:57 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.134, Acc: 0.989, Base Lr: 5.91e-03
2024-05-02 14:23:00 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.131, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:23:02 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.131, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:23:05 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.130, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:23:07 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.128, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:23:09 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.126, Acc: 0.990, Base Lr: 5.91e-03
2024-05-02 14:23:10 transreid.train INFO: Epoch 41 done. Time per epoch: 45.025[s] Speed: 261.5[samples/s]
2024-05-02 14:23:13 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.137, Acc: 0.989, Base Lr: 5.82e-03
2024-05-02 14:23:16 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.153, Acc: 0.988, Base Lr: 5.82e-03
2024-05-02 14:23:18 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.152, Acc: 0.986, Base Lr: 5.82e-03
2024-05-02 14:23:20 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.140, Acc: 0.987, Base Lr: 5.82e-03
2024-05-02 14:23:23 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.142, Acc: 0.987, Base Lr: 5.82e-03
2024-05-02 14:23:25 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.134, Acc: 0.989, Base Lr: 5.82e-03
2024-05-02 14:23:28 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.135, Acc: 0.988, Base Lr: 5.82e-03
2024-05-02 14:23:30 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.130, Acc: 0.989, Base Lr: 5.82e-03
2024-05-02 14:23:33 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.134, Acc: 0.989, Base Lr: 5.82e-03
2024-05-02 14:23:35 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.131, Acc: 0.990, Base Lr: 5.82e-03
2024-05-02 14:23:37 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.133, Acc: 0.990, Base Lr: 5.82e-03
2024-05-02 14:23:40 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.129, Acc: 0.990, Base Lr: 5.82e-03
2024-05-02 14:23:42 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.126, Acc: 0.990, Base Lr: 5.82e-03
2024-05-02 14:23:45 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.126, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 14:23:47 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.123, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 14:23:49 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 14:23:52 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 14:23:54 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.117, Acc: 0.992, Base Lr: 5.82e-03
2024-05-02 14:23:55 transreid.train INFO: Epoch 42 done. Time per epoch: 45.285[s] Speed: 260.0[samples/s]
2024-05-02 14:23:58 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.120, Acc: 0.989, Base Lr: 5.73e-03
2024-05-02 14:24:01 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.130, Acc: 0.990, Base Lr: 5.73e-03
2024-05-02 14:24:03 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.120, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:06 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:08 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:11 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.115, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:13 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.116, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:16 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:18 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:20 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:23 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:25 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:28 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:30 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:33 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.109, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:35 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:37 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:40 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 14:24:41 transreid.train INFO: Epoch 43 done. Time per epoch: 45.658[s] Speed: 257.9[samples/s]
2024-05-02 14:24:44 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.141, Acc: 0.988, Base Lr: 5.63e-03
2024-05-02 14:24:47 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.136, Acc: 0.988, Base Lr: 5.63e-03
2024-05-02 14:24:49 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.128, Acc: 0.990, Base Lr: 5.63e-03
2024-05-02 14:24:51 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.129, Acc: 0.991, Base Lr: 5.63e-03
2024-05-02 14:24:54 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.122, Acc: 0.993, Base Lr: 5.63e-03
2024-05-02 14:24:56 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.119, Acc: 0.993, Base Lr: 5.63e-03
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2024-05-02 14:25:01 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.116, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 14:25:03 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.116, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 14:25:05 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.115, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 14:25:08 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.116, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 14:25:10 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.63e-03
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2024-05-02 14:25:15 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.112, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 14:25:17 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.63e-03
2024-05-02 14:25:20 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.63e-03
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2024-05-02 14:25:26 transreid.train INFO: Epoch 44 done. Time per epoch: 44.631[s] Speed: 263.9[samples/s]
2024-05-02 14:25:29 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.54e-03
2024-05-02 14:25:31 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.54e-03
2024-05-02 14:25:34 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.54e-03
2024-05-02 14:25:36 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.54e-03
2024-05-02 14:25:38 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.128, Acc: 0.990, Base Lr: 5.54e-03
2024-05-02 14:25:41 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.126, Acc: 0.990, Base Lr: 5.54e-03
2024-05-02 14:25:43 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.125, Acc: 0.990, Base Lr: 5.54e-03
2024-05-02 14:25:46 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.54e-03
2024-05-02 14:25:48 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.120, Acc: 0.990, Base Lr: 5.54e-03
2024-05-02 14:25:51 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.54e-03
2024-05-02 14:25:53 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.54e-03
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2024-05-02 14:26:00 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.54e-03
2024-05-02 14:26:03 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.54e-03
2024-05-02 14:26:05 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.54e-03
2024-05-02 14:26:08 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.104, Acc: 0.993, Base Lr: 5.54e-03
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2024-05-02 14:26:11 transreid.train INFO: Epoch 45 done. Time per epoch: 45.483[s] Speed: 257.5[samples/s]
2024-05-02 14:26:14 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 14:26:17 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.103, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 14:26:19 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.44e-03
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2024-05-02 14:26:24 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.44e-03
2024-05-02 14:26:26 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.111, Acc: 0.992, Base Lr: 5.44e-03
2024-05-02 14:26:29 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.44e-03
2024-05-02 14:26:32 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.114, Acc: 0.991, Base Lr: 5.44e-03
2024-05-02 14:26:34 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.44e-03
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2024-05-02 14:26:39 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.44e-03
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2024-05-02 14:26:49 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.44e-03
2024-05-02 14:26:51 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.44e-03
2024-05-02 14:26:54 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.106, Acc: 0.993, Base Lr: 5.44e-03
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2024-05-02 14:26:57 transreid.train INFO: Epoch 46 done. Time per epoch: 45.715[s] Speed: 256.2[samples/s]
2024-05-02 14:26:59 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.129, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 14:27:02 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.142, Acc: 0.991, Base Lr: 5.34e-03
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2024-05-02 14:27:14 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.117, Acc: 0.992, Base Lr: 5.34e-03
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2024-05-02 14:27:42 transreid.train INFO: Epoch 47 done. Time per epoch: 44.759[s] Speed: 263.1[samples/s]
2024-05-02 14:27:45 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.127, Acc: 0.995, Base Lr: 5.24e-03
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2024-05-02 14:28:27 transreid.train INFO: Epoch 48 done. Time per epoch: 45.416[s] Speed: 259.3[samples/s]
2024-05-02 14:28:30 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.118, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-02 14:29:12 transreid.train INFO: Epoch 49 done. Time per epoch: 44.765[s] Speed: 261.6[samples/s]
2024-05-02 14:29:15 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.120, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-02 14:29:57 transreid.train INFO: Epoch 50 done. Time per epoch: 45.338[s] Speed: 259.7[samples/s]
2024-05-02 14:30:00 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.106, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-02 14:30:42 transreid.train INFO: Epoch 51 done. Time per epoch: 45.367[s] Speed: 259.6[samples/s]
2024-05-02 14:30:46 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.102, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-02 14:31:27 transreid.train INFO: Epoch 52 done. Time per epoch: 44.372[s] Speed: 265.4[samples/s]
2024-05-02 14:31:30 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.113, Acc: 0.991, Base Lr: 4.74e-03
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2024-05-02 14:32:12 transreid.train INFO: Epoch 53 done. Time per epoch: 45.556[s] Speed: 258.5[samples/s]
2024-05-02 14:32:16 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.119, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-02 14:32:33 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.086, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-02 14:32:58 transreid.train INFO: Epoch 54 done. Time per epoch: 45.835[s] Speed: 256.9[samples/s]
2024-05-02 14:33:01 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.109, Acc: 0.991, Base Lr: 4.53e-03
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2024-05-02 14:33:19 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.093, Acc: 0.993, Base Lr: 4.53e-03
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2024-05-02 14:33:44 transreid.train INFO: Epoch 55 done. Time per epoch: 45.937[s] Speed: 255.0[samples/s]
2024-05-02 14:33:47 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.097, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-02 14:34:31 transreid.train INFO: Epoch 56 done. Time per epoch: 46.373[s] Speed: 252.6[samples/s]
2024-05-02 14:34:34 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.075, Acc: 0.997, Base Lr: 4.32e-03
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2024-05-02 14:35:13 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.32e-03
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2024-05-02 14:35:16 transreid.train INFO: Epoch 57 done. Time per epoch: 45.848[s] Speed: 256.8[samples/s]
2024-05-02 14:35:20 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.22e-03
2024-05-02 14:35:22 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.085, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:25 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.086, Acc: 0.993, Base Lr: 4.22e-03
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2024-05-02 14:35:33 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:36 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.22e-03
2024-05-02 14:35:38 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.078, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:41 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.22e-03
2024-05-02 14:35:44 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:47 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.075, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:49 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.22e-03
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2024-05-02 14:35:56 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.072, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:57 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.072, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:58 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:35:59 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.22e-03
2024-05-02 14:36:00 transreid.train INFO: Epoch 58 done. Time per epoch: 43.433[s] Speed: 269.7[samples/s]
2024-05-02 14:36:02 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.118, Acc: 0.989, Base Lr: 4.11e-03
2024-05-02 14:36:03 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.106, Acc: 0.990, Base Lr: 4.11e-03
2024-05-02 14:36:06 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.11e-03
2024-05-02 14:36:08 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.087, Acc: 0.994, Base Lr: 4.11e-03
2024-05-02 14:36:11 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.086, Acc: 0.994, Base Lr: 4.11e-03
2024-05-02 14:36:13 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.087, Acc: 0.994, Base Lr: 4.11e-03
2024-05-02 14:36:16 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:18 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:21 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:23 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:26 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:28 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:31 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:33 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:36 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:38 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.073, Acc: 0.993, Base Lr: 4.11e-03
2024-05-02 14:36:41 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.072, Acc: 0.994, Base Lr: 4.11e-03
2024-05-02 14:36:43 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.11e-03
2024-05-02 14:36:44 transreid.train INFO: Epoch 59 done. Time per epoch: 44.454[s] Speed: 264.9[samples/s]
2024-05-02 14:36:47 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 14:36:50 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.071, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 14:36:52 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.070, Acc: 0.997, Base Lr: 4.01e-03
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2024-05-02 14:37:00 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 14:37:02 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 14:37:05 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.01e-03
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2024-05-02 14:37:10 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:12 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:15 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:18 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.070, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:20 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.070, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:23 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.070, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:25 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.069, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 14:37:28 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.068, Acc: 0.996, Base Lr: 4.01e-03
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2024-05-02 14:37:31 transreid.train INFO: Epoch 60 done. Time per epoch: 46.700[s] Speed: 250.8[samples/s]
2024-05-02 14:38:01 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 14:38:01 transreid.train INFO: mAP: 78.6%
2024-05-02 14:38:01 transreid.train INFO: CMC curve, Rank-1  :91.2%
2024-05-02 14:38:01 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-05-02 14:38:01 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-02 14:38:04 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.075, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 14:38:06 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.075, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:09 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.076, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:11 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.086, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:14 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.085, Acc: 0.994, Base Lr: 3.90e-03
2024-05-02 14:38:16 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.082, Acc: 0.994, Base Lr: 3.90e-03
2024-05-02 14:38:19 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.080, Acc: 0.994, Base Lr: 3.90e-03
2024-05-02 14:38:21 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.081, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:24 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.079, Acc: 0.995, Base Lr: 3.90e-03
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2024-05-02 14:38:29 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.076, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:31 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.074, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:34 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.073, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:36 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.074, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:39 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.074, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:41 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.074, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:44 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.074, Acc: 0.995, Base Lr: 3.90e-03
2024-05-02 14:38:46 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.073, Acc: 0.996, Base Lr: 3.90e-03
2024-05-02 14:38:47 transreid.train INFO: Epoch 61 done. Time per epoch: 46.523[s] Speed: 253.1[samples/s]
2024-05-02 14:38:50 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.095, Acc: 0.989, Base Lr: 3.80e-03
2024-05-02 14:38:53 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.087, Acc: 0.994, Base Lr: 3.80e-03
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2024-05-02 14:39:00 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.085, Acc: 0.995, Base Lr: 3.80e-03
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2024-05-02 14:39:05 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.079, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 14:39:08 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.082, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 14:39:10 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.079, Acc: 0.996, Base Lr: 3.80e-03
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2024-05-02 14:39:23 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.077, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 14:39:26 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.076, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 14:39:28 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.075, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 14:39:31 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.073, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 14:39:33 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.072, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 14:39:34 transreid.train INFO: Epoch 62 done. Time per epoch: 46.577[s] Speed: 251.5[samples/s]
2024-05-02 14:39:37 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.077, Acc: 0.995, Base Lr: 3.69e-03
2024-05-02 14:39:39 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.074, Acc: 0.994, Base Lr: 3.69e-03
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2024-05-02 14:40:19 transreid.train INFO: Epoch 63 done. Time per epoch: 45.403[s] Speed: 258.0[samples/s]
2024-05-02 14:40:22 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.099, Acc: 0.992, Base Lr: 3.59e-03
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2024-05-02 14:41:04 transreid.train INFO: Epoch 64 done. Time per epoch: 45.314[s] Speed: 258.5[samples/s]
2024-05-02 14:41:08 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.097, Acc: 0.991, Base Lr: 3.49e-03
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2024-05-02 14:41:50 transreid.train INFO: Epoch 65 done. Time per epoch: 45.441[s] Speed: 259.1[samples/s]
2024-05-02 14:41:52 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.074, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-02 14:42:35 transreid.train INFO: Epoch 66 done. Time per epoch: 44.658[s] Speed: 262.3[samples/s]
2024-05-02 14:42:38 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.068, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-02 14:43:20 transreid.train INFO: Epoch 67 done. Time per epoch: 45.101[s] Speed: 261.1[samples/s]
2024-05-02 14:43:23 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.064, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-02 14:44:04 transreid.train INFO: Epoch 68 done. Time per epoch: 44.208[s] Speed: 264.9[samples/s]
2024-05-02 14:44:07 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.072, Acc: 0.994, Base Lr: 3.08e-03
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2024-05-02 14:44:49 transreid.train INFO: Epoch 69 done. Time per epoch: 44.932[s] Speed: 262.1[samples/s]
2024-05-02 14:44:52 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 2.97e-03
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2024-05-02 14:45:34 transreid.train INFO: Epoch 70 done. Time per epoch: 44.985[s] Speed: 260.4[samples/s]
2024-05-02 14:45:37 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 2.87e-03
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2024-05-02 14:46:18 transreid.train INFO: Epoch 71 done. Time per epoch: 44.192[s] Speed: 266.5[samples/s]
2024-05-02 14:46:21 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.072, Acc: 0.997, Base Lr: 2.77e-03
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2024-05-02 14:47:03 transreid.train INFO: Epoch 72 done. Time per epoch: 44.575[s] Speed: 262.7[samples/s]
2024-05-02 14:47:06 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.079, Acc: 0.994, Base Lr: 2.68e-03
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2024-05-02 14:47:46 transreid.train INFO: Epoch 73 done. Time per epoch: 43.928[s] Speed: 266.6[samples/s]
2024-05-02 14:47:50 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-02 14:48:31 transreid.train INFO: Epoch 74 done. Time per epoch: 44.696[s] Speed: 262.0[samples/s]
2024-05-02 14:48:34 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.058, Acc: 0.994, Base Lr: 2.48e-03
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2024-05-02 14:49:16 transreid.train INFO: Epoch 75 done. Time per epoch: 45.059[s] Speed: 259.9[samples/s]
2024-05-02 14:49:19 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 2.38e-03
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2024-05-02 14:50:00 transreid.train INFO: Epoch 76 done. Time per epoch: 43.897[s] Speed: 266.8[samples/s]
2024-05-02 14:50:03 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.29e-03
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2024-05-02 14:50:46 transreid.train INFO: Epoch 77 done. Time per epoch: 45.734[s] Speed: 256.1[samples/s]
2024-05-02 14:50:49 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.047, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-02 14:51:31 transreid.train INFO: Epoch 78 done. Time per epoch: 45.118[s] Speed: 259.6[samples/s]
2024-05-02 14:51:34 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.050, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-02 14:51:50 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.052, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-02 14:52:07 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.051, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-02 14:52:15 transreid.train INFO: Epoch 79 done. Time per epoch: 44.214[s] Speed: 266.3[samples/s]
2024-05-02 14:52:18 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.049, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-02 14:52:35 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-02 14:52:52 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-02 14:53:00 transreid.train INFO: Epoch 80 done. Time per epoch: 44.687[s] Speed: 262.1[samples/s]
2024-05-02 14:53:30 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 14:53:30 transreid.train INFO: mAP: 79.2%
2024-05-02 14:53:30 transreid.train INFO: CMC curve, Rank-1  :91.2%
2024-05-02 14:53:30 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-02 14:53:30 transreid.train INFO: CMC curve, Rank-10 :98.3%
2024-05-02 14:53:33 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:53:35 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 14:53:38 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-02 14:53:42 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.050, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-02 14:53:59 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-02 14:54:04 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:54:07 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:54:09 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:54:12 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:54:14 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.92e-03
2024-05-02 14:54:16 transreid.train INFO: Epoch 81 done. Time per epoch: 45.907[s] Speed: 257.9[samples/s]
2024-05-02 14:54:19 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:21 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:24 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:26 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:28 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.064, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:31 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:33 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:36 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:38 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:40 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:43 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 14:54:45 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:48 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:50 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:53 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:55 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:54:58 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:55:00 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.83e-03
2024-05-02 14:55:01 transreid.train INFO: Epoch 82 done. Time per epoch: 45.303[s] Speed: 258.5[samples/s]
2024-05-02 14:55:04 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.75e-03
2024-05-02 14:55:07 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.75e-03
2024-05-02 14:55:09 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.75e-03
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2024-05-02 14:55:14 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.75e-03
2024-05-02 14:55:16 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.75e-03
2024-05-02 14:55:19 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.75e-03
2024-05-02 14:55:21 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:24 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:25 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:28 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:31 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:33 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:36 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:38 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:40 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:43 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:45 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 14:55:46 transreid.train INFO: Epoch 83 done. Time per epoch: 45.519[s] Speed: 258.7[samples/s]
2024-05-02 14:55:50 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:55:52 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:55:54 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:55:57 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:55:59 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.057, Acc: 0.995, Base Lr: 1.66e-03
2024-05-02 14:56:02 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.66e-03
2024-05-02 14:56:04 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.054, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:56:07 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:56:09 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:56:12 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.66e-03
2024-05-02 14:56:14 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:17 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:19 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:22 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:24 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:27 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 14:56:29 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 14:56:32 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 14:56:32 transreid.train INFO: Epoch 84 done. Time per epoch: 45.985[s] Speed: 254.7[samples/s]
2024-05-02 14:56:36 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 14:56:38 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:56:40 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:56:43 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:56:45 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.58e-03
2024-05-02 14:56:48 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.58e-03
2024-05-02 14:56:50 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.58e-03
2024-05-02 14:56:52 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.58e-03
2024-05-02 14:56:55 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:56:57 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:00 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:02 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.58e-03
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2024-05-02 14:57:07 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:09 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:12 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:14 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:16 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.58e-03
2024-05-02 14:57:17 transreid.train INFO: Epoch 85 done. Time per epoch: 44.921[s] Speed: 260.7[samples/s]
2024-05-02 14:57:20 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.50e-03
2024-05-02 14:57:22 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.50e-03
2024-05-02 14:57:25 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.50e-03
2024-05-02 14:57:27 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.50e-03
2024-05-02 14:57:30 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-03
2024-05-02 14:57:32 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.50e-03
2024-05-02 14:57:35 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-03
2024-05-02 14:57:37 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.50e-03
2024-05-02 14:57:39 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.50e-03
2024-05-02 14:57:42 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:44 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:46 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:49 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:51 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:54 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:56 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:57:59 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:58:01 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 14:58:02 transreid.train INFO: Epoch 86 done. Time per epoch: 44.558[s] Speed: 262.9[samples/s]
2024-05-02 14:58:05 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.067, Acc: 0.994, Base Lr: 1.42e-03
2024-05-02 14:58:08 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.42e-03
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2024-05-02 14:58:17 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.42e-03
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2024-05-02 14:58:47 transreid.train INFO: Epoch 87 done. Time per epoch: 45.269[s] Speed: 258.7[samples/s]
2024-05-02 14:58:51 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-02 14:59:32 transreid.train INFO: Epoch 88 done. Time per epoch: 45.036[s] Speed: 260.1[samples/s]
2024-05-02 14:59:35 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-02 15:00:17 transreid.train INFO: Epoch 89 done. Time per epoch: 44.784[s] Speed: 263.0[samples/s]
2024-05-02 15:00:20 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-02 15:01:02 transreid.train INFO: Epoch 90 done. Time per epoch: 44.777[s] Speed: 261.6[samples/s]
2024-05-02 15:01:05 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-02 15:01:21 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.11e-03
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2024-05-02 15:01:38 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-02 15:01:45 transreid.train INFO: Epoch 91 done. Time per epoch: 43.771[s] Speed: 267.6[samples/s]
2024-05-02 15:01:49 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.078, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-02 15:02:30 transreid.train INFO: Epoch 92 done. Time per epoch: 44.995[s] Speed: 260.3[samples/s]
2024-05-02 15:02:34 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-02 15:02:51 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.047, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-02 15:03:16 transreid.train INFO: Epoch 93 done. Time per epoch: 45.196[s] Speed: 259.1[samples/s]
2024-05-02 15:03:19 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.045, Acc: 0.995, Base Lr: 9.06e-04
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2024-05-02 15:04:01 transreid.train INFO: Epoch 94 done. Time per epoch: 45.693[s] Speed: 256.3[samples/s]
2024-05-02 15:04:05 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-02 15:04:19 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.054, Acc: 0.996, Base Lr: 8.41e-04
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2024-05-02 15:04:47 transreid.train INFO: Epoch 95 done. Time per epoch: 45.959[s] Speed: 256.2[samples/s]
2024-05-02 15:04:51 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-02 15:05:32 transreid.train INFO: Epoch 96 done. Time per epoch: 44.997[s] Speed: 260.3[samples/s]
2024-05-02 15:05:36 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.055, Acc: 1.000, Base Lr: 7.18e-04
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2024-05-02 15:06:18 transreid.train INFO: Epoch 97 done. Time per epoch: 45.970[s] Speed: 256.2[samples/s]
2024-05-02 15:06:21 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.60e-04
2024-05-02 15:06:24 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-02 15:06:39 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.60e-04
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2024-05-02 15:07:04 transreid.train INFO: Epoch 98 done. Time per epoch: 45.645[s] Speed: 258.0[samples/s]
2024-05-02 15:07:06 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 6.04e-04
2024-05-02 15:07:09 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.052, Acc: 0.998, Base Lr: 6.04e-04
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2024-05-02 15:07:38 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.051, Acc: 0.997, Base Lr: 6.04e-04
2024-05-02 15:07:40 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.050, Acc: 0.998, Base Lr: 6.04e-04
2024-05-02 15:07:42 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.04e-04
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2024-05-02 15:07:48 transreid.train INFO: Epoch 99 done. Time per epoch: 44.107[s] Speed: 267.0[samples/s]
2024-05-02 15:07:51 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-02 15:08:33 transreid.train INFO: Epoch 100 done. Time per epoch: 44.996[s] Speed: 261.7[samples/s]
2024-05-02 15:09:02 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 15:09:02 transreid.train INFO: mAP: 79.6%
2024-05-02 15:09:02 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-02 15:09:02 transreid.train INFO: CMC curve, Rank-5  :96.9%
2024-05-02 15:09:02 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-05-02 15:09:05 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.00e-04
2024-05-02 15:09:07 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-02 15:09:48 transreid.train INFO: Epoch 101 done. Time per epoch: 45.886[s] Speed: 255.2[samples/s]
2024-05-02 15:09:51 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.51e-04
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2024-05-02 15:10:18 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.51e-04
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2024-05-02 15:10:23 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.51e-04
2024-05-02 15:10:25 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.51e-04
2024-05-02 15:10:28 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.51e-04
2024-05-02 15:10:30 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 15:10:33 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 15:10:33 transreid.train INFO: Epoch 102 done. Time per epoch: 45.819[s] Speed: 255.6[samples/s]
2024-05-02 15:10:37 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.05e-04
2024-05-02 15:10:39 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-02 15:11:19 transreid.train INFO: Epoch 103 done. Time per epoch: 45.265[s] Speed: 260.2[samples/s]
2024-05-02 15:11:22 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.058, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-02 15:12:04 transreid.train INFO: Epoch 104 done. Time per epoch: 45.745[s] Speed: 257.4[samples/s]
2024-05-02 15:12:08 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.20e-04
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2024-05-02 15:12:50 transreid.train INFO: Epoch 105 done. Time per epoch: 45.259[s] Speed: 258.8[samples/s]
2024-05-02 15:12:52 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 2.81e-04
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2024-05-02 15:13:34 transreid.train INFO: Epoch 106 done. Time per epoch: 44.354[s] Speed: 265.5[samples/s]
2024-05-02 15:13:37 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.056, Acc: 0.995, Base Lr: 2.45e-04
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2024-05-02 15:14:19 transreid.train INFO: Epoch 107 done. Time per epoch: 44.918[s] Speed: 262.2[samples/s]
2024-05-02 15:14:22 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.059, Acc: 0.995, Base Lr: 2.11e-04
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2024-05-02 15:15:04 transreid.train INFO: Epoch 108 done. Time per epoch: 44.743[s] Speed: 263.2[samples/s]
2024-05-02 15:15:07 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.060, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-02 15:15:49 transreid.train INFO: Epoch 109 done. Time per epoch: 44.933[s] Speed: 262.1[samples/s]
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2024-05-02 15:16:30 transreid.train INFO: Epoch 110 done. Time per epoch: 41.634[s] Speed: 281.3[samples/s]
2024-05-02 15:16:34 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.071, Acc: 0.995, Base Lr: 1.26e-04
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2024-05-02 15:17:15 transreid.train INFO: Epoch 111 done. Time per epoch: 45.155[s] Speed: 260.8[samples/s]
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2024-05-02 15:18:00 transreid.train INFO: Epoch 112 done. Time per epoch: 44.691[s] Speed: 263.5[samples/s]
2024-05-02 15:18:03 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.082, Acc: 0.995, Base Lr: 8.28e-05
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2024-05-02 15:18:45 transreid.train INFO: Epoch 113 done. Time per epoch: 45.095[s] Speed: 259.7[samples/s]
2024-05-02 15:18:48 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.070, Acc: 0.997, Base Lr: 6.51e-05
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2024-05-02 15:19:31 transreid.train INFO: Epoch 114 done. Time per epoch: 45.575[s] Speed: 258.4[samples/s]
2024-05-02 15:19:34 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.039, Acc: 0.997, Base Lr: 5.02e-05
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2024-05-02 15:20:16 transreid.train INFO: Epoch 115 done. Time per epoch: 44.882[s] Speed: 261.0[samples/s]
2024-05-02 15:20:19 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.79e-05
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2024-05-02 15:21:01 transreid.train INFO: Epoch 116 done. Time per epoch: 45.308[s] Speed: 259.9[samples/s]
2024-05-02 15:21:04 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 2.83e-05
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2024-05-02 15:21:46 transreid.train INFO: Epoch 117 done. Time per epoch: 45.136[s] Speed: 260.9[samples/s]
2024-05-02 15:21:49 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.050, Acc: 0.994, Base Lr: 2.15e-05
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2024-05-02 15:22:32 transreid.train INFO: Epoch 118 done. Time per epoch: 46.094[s] Speed: 255.5[samples/s]
2024-05-02 15:22:35 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-02 15:22:50 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:22:53 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:22:55 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:22:58 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:23:00 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:23:03 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:23:05 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.74e-05
2024-05-02 15:23:08 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.74e-05
2024-05-02 15:23:10 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.74e-05
2024-05-02 15:23:13 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.74e-05
2024-05-02 15:23:15 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.74e-05
2024-05-02 15:23:18 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.74e-05
2024-05-02 15:23:19 transreid.train INFO: Epoch 119 done. Time per epoch: 46.703[s] Speed: 252.1[samples/s]
2024-05-02 15:23:22 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.60e-05
2024-05-02 15:23:25 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.60e-05
2024-05-02 15:23:27 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.60e-05
2024-05-02 15:23:30 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.60e-05
2024-05-02 15:23:32 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.60e-05
2024-05-02 15:23:35 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:37 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:40 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:42 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:44 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:46 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:49 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:51 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:54 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:56 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:23:59 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.60e-05
2024-05-02 15:24:01 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 15:24:04 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 15:24:05 transreid.train INFO: Epoch 120 done. Time per epoch: 46.082[s] Speed: 255.5[samples/s]
2024-05-02 15:24:35 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 15:24:35 transreid.train INFO: mAP: 79.8%
2024-05-02 15:24:35 transreid.train INFO: CMC curve, Rank-1  :91.6%
2024-05-02 15:24:35 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-02 15:24:35 transreid.train INFO: CMC curve, Rank-10 :98.1%
