2024-05-20 10:30:43 transreid INFO: Saving model in the path :log/transreid/market/swin_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-20 10:30:43 transreid INFO: Loaded configuration file configs/market/swin_tiny.yml
2024-05-20 10:30:43 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: 3
  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: swin_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_tiny.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/swin_tiny_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: 
2024-05-20 10:30:43 transreid.check INFO: Dataset statistics:
2024-05-20 10:30:43 transreid.check INFO:   ----------------------------------------
2024-05-20 10:30:43 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-20 10:30:43 transreid.check INFO:   ----------------------------------------
2024-05-20 10:30:43 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-20 10:30:43 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-20 10:30:43 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-20 10:30:43 transreid.check INFO:   ----------------------------------------
2024-05-20 10:30:45 transreid INFO: ===========using cosine learning rate=======
2024-05-20 10:30:45 transreid.train INFO: start training
2024-05-20 10:30:48 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.356, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:49 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.236, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:51 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.072, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:53 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.959, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:54 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.863, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:56 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.789, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:58 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.738, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:30:59 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.689, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:01 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.643, Acc: 0.001, Base Lr: 4.76e-04
2024-05-20 10:31:03 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.605, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:05 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.574, Acc: 0.001, Base Lr: 4.76e-04
2024-05-20 10:31:06 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.540, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:08 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.506, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:10 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.477, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:11 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.457, Acc: 0.002, Base Lr: 4.76e-04
2024-05-20 10:31:13 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.436, Acc: 0.003, Base Lr: 4.76e-04
2024-05-20 10:31:15 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.418, Acc: 0.004, Base Lr: 4.76e-04
2024-05-20 10:31:16 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.399, Acc: 0.005, Base Lr: 4.76e-04
2024-05-20 10:31:17 transreid.train INFO: Epoch 1 done. Time per epoch: 32.289[s] Speed: 362.7[samples/s]
2024-05-20 10:31:19 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.059, Acc: 0.013, Base Lr: 8.72e-04
2024-05-20 10:31:21 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.036, Acc: 0.020, Base Lr: 8.72e-04
2024-05-20 10:31:23 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.008, Acc: 0.037, Base Lr: 8.72e-04
2024-05-20 10:31:24 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.974, Acc: 0.043, Base Lr: 8.72e-04
2024-05-20 10:31:26 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.952, Acc: 0.041, Base Lr: 8.72e-04
2024-05-20 10:31:28 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.919, Acc: 0.040, Base Lr: 8.72e-04
2024-05-20 10:31:30 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.899, Acc: 0.044, Base Lr: 8.72e-04
2024-05-20 10:31:31 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.883, Acc: 0.047, Base Lr: 8.72e-04
2024-05-20 10:31:33 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.863, Acc: 0.049, Base Lr: 8.72e-04
2024-05-20 10:31:35 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.847, Acc: 0.051, Base Lr: 8.72e-04
2024-05-20 10:31:36 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.830, Acc: 0.053, Base Lr: 8.72e-04
2024-05-20 10:31:38 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.816, Acc: 0.058, Base Lr: 8.72e-04
2024-05-20 10:31:40 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.799, Acc: 0.065, Base Lr: 8.72e-04
2024-05-20 10:31:42 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.784, Acc: 0.067, Base Lr: 8.72e-04
2024-05-20 10:31:43 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.769, Acc: 0.074, Base Lr: 8.72e-04
2024-05-20 10:31:45 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.751, Acc: 0.077, Base Lr: 8.72e-04
2024-05-20 10:31:47 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.735, Acc: 0.083, Base Lr: 8.72e-04
2024-05-20 10:31:48 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.715, Acc: 0.098, Base Lr: 8.72e-04
2024-05-20 10:31:49 transreid.train INFO: Epoch 2 done. Time per epoch: 32.089[s] Speed: 365.0[samples/s]
2024-05-20 10:31:51 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.528, Acc: 0.033, Base Lr: 1.27e-03
2024-05-20 10:31:53 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.474, Acc: 0.049, Base Lr: 1.27e-03
2024-05-20 10:31:55 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.457, Acc: 0.048, Base Lr: 1.27e-03
2024-05-20 10:31:57 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.440, Acc: 0.057, Base Lr: 1.27e-03
2024-05-20 10:31:58 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.420, Acc: 0.066, Base Lr: 1.27e-03
2024-05-20 10:32:00 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.413, Acc: 0.067, Base Lr: 1.27e-03
2024-05-20 10:32:02 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.396, Acc: 0.068, Base Lr: 1.27e-03
2024-05-20 10:32:03 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.381, Acc: 0.071, Base Lr: 1.27e-03
2024-05-20 10:32:05 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.355, Acc: 0.077, Base Lr: 1.27e-03
2024-05-20 10:32:07 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.326, Acc: 0.084, Base Lr: 1.27e-03
2024-05-20 10:32:09 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.299, Acc: 0.089, Base Lr: 1.27e-03
2024-05-20 10:32:10 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.274, Acc: 0.092, Base Lr: 1.27e-03
2024-05-20 10:32:12 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.250, Acc: 0.096, Base Lr: 1.27e-03
2024-05-20 10:32:14 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.221, Acc: 0.102, Base Lr: 1.27e-03
2024-05-20 10:32:16 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.192, Acc: 0.110, Base Lr: 1.27e-03
2024-05-20 10:32:17 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.159, Acc: 0.116, Base Lr: 1.27e-03
2024-05-20 10:32:19 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.123, Acc: 0.121, Base Lr: 1.27e-03
2024-05-20 10:32:21 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.068, Acc: 0.133, Base Lr: 1.27e-03
2024-05-20 10:32:21 transreid.train INFO: Epoch 3 done. Time per epoch: 32.246[s] Speed: 363.2[samples/s]
2024-05-20 10:32:24 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.791, Acc: 0.062, Base Lr: 1.66e-03
2024-05-20 10:32:25 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.718, Acc: 0.056, Base Lr: 1.66e-03
2024-05-20 10:32:27 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.698, Acc: 0.069, Base Lr: 1.66e-03
2024-05-20 10:32:29 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.694, Acc: 0.066, Base Lr: 1.66e-03
2024-05-20 10:32:31 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.689, Acc: 0.066, Base Lr: 1.66e-03
2024-05-20 10:32:32 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.644, Acc: 0.069, Base Lr: 1.66e-03
2024-05-20 10:32:34 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.603, Acc: 0.072, Base Lr: 1.66e-03
2024-05-20 10:32:36 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.573, Acc: 0.074, Base Lr: 1.66e-03
2024-05-20 10:32:37 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.535, Acc: 0.086, Base Lr: 1.66e-03
2024-05-20 10:32:39 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.499, Acc: 0.091, Base Lr: 1.66e-03
2024-05-20 10:32:41 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.456, Acc: 0.098, Base Lr: 1.66e-03
2024-05-20 10:32:43 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.413, Acc: 0.105, Base Lr: 1.66e-03
2024-05-20 10:32:44 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.354, Acc: 0.114, Base Lr: 1.66e-03
2024-05-20 10:32:46 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.299, Acc: 0.123, Base Lr: 1.66e-03
2024-05-20 10:32:48 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.244, Acc: 0.129, Base Lr: 1.66e-03
2024-05-20 10:32:50 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.178, Acc: 0.141, Base Lr: 1.66e-03
2024-05-20 10:32:51 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.099, Acc: 0.156, Base Lr: 1.66e-03
2024-05-20 10:32:53 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.010, Acc: 0.175, Base Lr: 1.66e-03
2024-05-20 10:32:54 transreid.train INFO: Epoch 4 done. Time per epoch: 32.216[s] Speed: 363.5[samples/s]
2024-05-20 10:32:56 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.034, Acc: 0.092, Base Lr: 2.06e-03
2024-05-20 10:32:58 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.031, Acc: 0.082, Base Lr: 2.06e-03
2024-05-20 10:32:59 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.969, Acc: 0.092, Base Lr: 2.06e-03
2024-05-20 10:33:01 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.918, Acc: 0.093, Base Lr: 2.06e-03
2024-05-20 10:33:03 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.838, Acc: 0.110, Base Lr: 2.06e-03
2024-05-20 10:33:04 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.759, Acc: 0.123, Base Lr: 2.06e-03
2024-05-20 10:33:06 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.688, Acc: 0.140, Base Lr: 2.06e-03
2024-05-20 10:33:08 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.602, Acc: 0.158, Base Lr: 2.06e-03
2024-05-20 10:33:10 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.532, Acc: 0.171, Base Lr: 2.06e-03
2024-05-20 10:33:11 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.455, Acc: 0.183, Base Lr: 2.06e-03
2024-05-20 10:33:13 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.414, Acc: 0.188, Base Lr: 2.06e-03
2024-05-20 10:33:15 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.369, Acc: 0.193, Base Lr: 2.06e-03
2024-05-20 10:33:17 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.326, Acc: 0.201, Base Lr: 2.06e-03
2024-05-20 10:33:18 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.268, Acc: 0.209, Base Lr: 2.06e-03
2024-05-20 10:33:20 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.192, Acc: 0.224, Base Lr: 2.06e-03
2024-05-20 10:33:22 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.108, Acc: 0.239, Base Lr: 2.06e-03
2024-05-20 10:33:23 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.024, Acc: 0.255, Base Lr: 2.06e-03
2024-05-20 10:33:25 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 4.920, Acc: 0.275, Base Lr: 2.06e-03
2024-05-20 10:33:26 transreid.train INFO: Epoch 5 done. Time per epoch: 32.353[s] Speed: 364.0[samples/s]
2024-05-20 10:33:28 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.141, Acc: 0.150, Base Lr: 2.46e-03
2024-05-20 10:33:30 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.060, Acc: 0.158, Base Lr: 2.46e-03
2024-05-20 10:33:32 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.074, Acc: 0.167, Base Lr: 2.46e-03
2024-05-20 10:33:33 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 4.993, Acc: 0.188, Base Lr: 2.46e-03
2024-05-20 10:33:35 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.943, Acc: 0.204, Base Lr: 2.46e-03
2024-05-20 10:33:37 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.848, Acc: 0.223, Base Lr: 2.46e-03
2024-05-20 10:33:39 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.790, Acc: 0.234, Base Lr: 2.46e-03
2024-05-20 10:33:40 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.725, Acc: 0.250, Base Lr: 2.46e-03
2024-05-20 10:33:42 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.641, Acc: 0.270, Base Lr: 2.46e-03
2024-05-20 10:33:44 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.597, Acc: 0.273, Base Lr: 2.46e-03
2024-05-20 10:33:45 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.538, Acc: 0.288, Base Lr: 2.46e-03
2024-05-20 10:33:47 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.467, Acc: 0.300, Base Lr: 2.46e-03
2024-05-20 10:33:49 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.422, Acc: 0.311, Base Lr: 2.46e-03
2024-05-20 10:33:51 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.359, Acc: 0.325, Base Lr: 2.46e-03
2024-05-20 10:33:52 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.277, Acc: 0.340, Base Lr: 2.46e-03
2024-05-20 10:33:54 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.199, Acc: 0.356, Base Lr: 2.46e-03
2024-05-20 10:33:56 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.099, Acc: 0.379, Base Lr: 2.46e-03
2024-05-20 10:33:57 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.998, Acc: 0.400, Base Lr: 2.46e-03
2024-05-20 10:33:58 transreid.train INFO: Epoch 6 done. Time per epoch: 32.199[s] Speed: 363.7[samples/s]
2024-05-20 10:34:00 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.407, Acc: 0.256, Base Lr: 2.85e-03
2024-05-20 10:34:02 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.371, Acc: 0.281, Base Lr: 2.85e-03
2024-05-20 10:34:04 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.289, Acc: 0.292, Base Lr: 2.85e-03
2024-05-20 10:34:06 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.252, Acc: 0.309, Base Lr: 2.85e-03
2024-05-20 10:34:07 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.160, Acc: 0.333, Base Lr: 2.85e-03
2024-05-20 10:34:09 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.039, Acc: 0.359, Base Lr: 2.85e-03
2024-05-20 10:34:11 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.915, Acc: 0.379, Base Lr: 2.85e-03
2024-05-20 10:34:12 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.860, Acc: 0.389, Base Lr: 2.85e-03
2024-05-20 10:34:14 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.791, Acc: 0.401, Base Lr: 2.85e-03
2024-05-20 10:34:16 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.739, Acc: 0.412, Base Lr: 2.85e-03
2024-05-20 10:34:18 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.704, Acc: 0.418, Base Lr: 2.85e-03
2024-05-20 10:34:19 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.657, Acc: 0.426, Base Lr: 2.85e-03
2024-05-20 10:34:21 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.607, Acc: 0.437, Base Lr: 2.85e-03
2024-05-20 10:34:23 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.537, Acc: 0.451, Base Lr: 2.85e-03
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2024-05-20 10:34:30 transreid.train INFO: Epoch 7 done. Time per epoch: 32.147[s] Speed: 364.3[samples/s]
2024-05-20 10:34:33 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.625, Acc: 0.380, Base Lr: 3.25e-03
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2024-05-20 10:35:02 transreid.train INFO: Epoch 8 done. Time per epoch: 32.242[s] Speed: 363.3[samples/s]
2024-05-20 10:35:05 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.293, Acc: 0.434, Base Lr: 3.64e-03
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2024-05-20 10:35:35 transreid.train INFO: Epoch 9 done. Time per epoch: 32.407[s] Speed: 363.4[samples/s]
2024-05-20 10:35:37 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.425, Acc: 0.580, Base Lr: 4.04e-03
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2024-05-20 10:36:07 transreid.train INFO: Epoch 10 done. Time per epoch: 32.183[s] Speed: 363.9[samples/s]
2024-05-20 10:36:09 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.160, Acc: 0.625, Base Lr: 4.44e-03
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2024-05-20 10:36:39 transreid.train INFO: Epoch 11 done. Time per epoch: 32.258[s] Speed: 363.1[samples/s]
2024-05-20 10:36:42 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.889, Acc: 0.656, Base Lr: 4.83e-03
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2024-05-20 10:37:12 transreid.train INFO: Epoch 12 done. Time per epoch: 32.251[s] Speed: 363.2[samples/s]
2024-05-20 10:37:14 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.782, Acc: 0.683, Base Lr: 5.23e-03
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2024-05-20 10:37:44 transreid.train INFO: Epoch 13 done. Time per epoch: 32.242[s] Speed: 363.3[samples/s]
2024-05-20 10:37:46 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.409, Acc: 0.747, Base Lr: 5.62e-03
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2024-05-20 10:38:16 transreid.train INFO: Epoch 14 done. Time per epoch: 32.394[s] Speed: 363.5[samples/s]
2024-05-20 10:38:19 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.176, Acc: 0.802, Base Lr: 6.02e-03
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2024-05-20 10:38:48 transreid.train INFO: Epoch 15 done. Time per epoch: 32.230[s] Speed: 363.4[samples/s]
2024-05-20 10:38:51 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.958, Acc: 0.845, Base Lr: 6.42e-03
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2024-05-20 10:39:21 transreid.train INFO: Epoch 16 done. Time per epoch: 32.226[s] Speed: 363.4[samples/s]
2024-05-20 10:39:23 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.679, Acc: 0.906, Base Lr: 6.81e-03
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2024-05-20 10:39:53 transreid.train INFO: Epoch 17 done. Time per epoch: 32.122[s] Speed: 364.6[samples/s]
2024-05-20 10:39:55 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.678, Acc: 0.911, Base Lr: 7.21e-03
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2024-05-20 10:40:25 transreid.train INFO: Epoch 18 done. Time per epoch: 32.188[s] Speed: 363.9[samples/s]
2024-05-20 10:40:27 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.648, Acc: 0.913, Base Lr: 7.60e-03
2024-05-20 10:40:29 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.654, Acc: 0.915, Base Lr: 7.60e-03
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2024-05-20 10:40:53 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.533, Acc: 0.936, Base Lr: 7.60e-03
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2024-05-20 10:40:57 transreid.train INFO: Epoch 19 done. Time per epoch: 32.380[s] Speed: 363.7[samples/s]
2024-05-20 10:41:00 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.531, Acc: 0.922, Base Lr: 7.47e-03
2024-05-20 10:41:01 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.527, Acc: 0.925, Base Lr: 7.47e-03
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2024-05-20 10:41:07 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.525, Acc: 0.928, Base Lr: 7.47e-03
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2024-05-20 10:41:10 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.523, Acc: 0.929, Base Lr: 7.47e-03
2024-05-20 10:41:12 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.506, Acc: 0.935, Base Lr: 7.47e-03
2024-05-20 10:41:13 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.489, Acc: 0.939, Base Lr: 7.47e-03
2024-05-20 10:41:15 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.492, Acc: 0.938, Base Lr: 7.47e-03
2024-05-20 10:41:17 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.484, Acc: 0.941, Base Lr: 7.47e-03
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2024-05-20 10:41:20 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.475, Acc: 0.943, Base Lr: 7.47e-03
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2024-05-20 10:41:26 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.463, Acc: 0.944, Base Lr: 7.47e-03
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2024-05-20 10:41:30 transreid.train INFO: Epoch 20 done. Time per epoch: 32.298[s] Speed: 362.6[samples/s]
2024-05-20 10:42:03 transreid.train INFO: Validation Results - Epoch: 20
2024-05-20 10:42:03 transreid.train INFO: mAP: 73.5%
2024-05-20 10:42:03 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-05-20 10:42:03 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-20 10:42:03 transreid.train INFO: CMC curve, Rank-10 :97.1%
2024-05-20 10:42:05 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.612, Acc: 0.931, Base Lr: 7.41e-03
2024-05-20 10:42:07 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.544, Acc: 0.934, Base Lr: 7.41e-03
2024-05-20 10:42:09 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.527, Acc: 0.940, Base Lr: 7.41e-03
2024-05-20 10:42:11 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.515, Acc: 0.945, Base Lr: 7.41e-03
2024-05-20 10:42:12 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.511, Acc: 0.945, Base Lr: 7.41e-03
2024-05-20 10:42:14 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.502, Acc: 0.945, Base Lr: 7.41e-03
2024-05-20 10:42:16 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.501, Acc: 0.944, Base Lr: 7.41e-03
2024-05-20 10:42:18 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.495, Acc: 0.944, Base Lr: 7.41e-03
2024-05-20 10:42:19 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.482, Acc: 0.944, Base Lr: 7.41e-03
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2024-05-20 10:42:23 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.468, Acc: 0.947, Base Lr: 7.41e-03
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2024-05-20 10:42:26 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.451, Acc: 0.950, Base Lr: 7.41e-03
2024-05-20 10:42:28 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.440, Acc: 0.951, Base Lr: 7.41e-03
2024-05-20 10:42:29 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.431, Acc: 0.952, Base Lr: 7.41e-03
2024-05-20 10:42:31 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.423, Acc: 0.953, Base Lr: 7.41e-03
2024-05-20 10:42:33 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.419, Acc: 0.953, Base Lr: 7.41e-03
2024-05-20 10:42:35 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.415, Acc: 0.953, Base Lr: 7.41e-03
2024-05-20 10:42:35 transreid.train INFO: Epoch 21 done. Time per epoch: 32.365[s] Speed: 363.8[samples/s]
2024-05-20 10:42:38 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.525, Acc: 0.931, Base Lr: 7.36e-03
2024-05-20 10:42:40 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.483, Acc: 0.940, Base Lr: 7.36e-03
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2024-05-20 10:43:00 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.422, Acc: 0.952, Base Lr: 7.36e-03
2024-05-20 10:43:02 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.414, Acc: 0.953, Base Lr: 7.36e-03
2024-05-20 10:43:04 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.409, Acc: 0.954, Base Lr: 7.36e-03
2024-05-20 10:43:05 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.402, Acc: 0.955, Base Lr: 7.36e-03
2024-05-20 10:43:07 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.392, Acc: 0.956, Base Lr: 7.36e-03
2024-05-20 10:43:08 transreid.train INFO: Epoch 22 done. Time per epoch: 32.376[s] Speed: 361.7[samples/s]
2024-05-20 10:43:10 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.414, Acc: 0.953, Base Lr: 7.30e-03
2024-05-20 10:43:12 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.382, Acc: 0.958, Base Lr: 7.30e-03
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2024-05-20 10:43:27 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.346, Acc: 0.958, Base Lr: 7.30e-03
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2024-05-20 10:43:40 transreid.train INFO: Epoch 23 done. Time per epoch: 32.236[s] Speed: 363.3[samples/s]
2024-05-20 10:43:42 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.391, Acc: 0.966, Base Lr: 7.24e-03
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2024-05-20 10:44:12 transreid.train INFO: Epoch 24 done. Time per epoch: 32.391[s] Speed: 363.6[samples/s]
2024-05-20 10:44:15 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.360, Acc: 0.958, Base Lr: 7.18e-03
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2024-05-20 10:44:27 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 0.324, Acc: 0.962, Base Lr: 7.18e-03
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2024-05-20 10:44:45 transreid.train INFO: Epoch 25 done. Time per epoch: 32.257[s] Speed: 363.1[samples/s]
2024-05-20 10:44:47 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.395, Acc: 0.950, Base Lr: 7.11e-03
2024-05-20 10:44:49 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.415, Acc: 0.946, Base Lr: 7.11e-03
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2024-05-20 10:44:56 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.330, Acc: 0.964, Base Lr: 7.11e-03
2024-05-20 10:44:57 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.319, Acc: 0.965, Base Lr: 7.11e-03
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2024-05-20 10:45:11 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.284, Acc: 0.971, Base Lr: 7.11e-03
2024-05-20 10:45:13 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.277, Acc: 0.971, Base Lr: 7.11e-03
2024-05-20 10:45:15 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.270, Acc: 0.972, Base Lr: 7.11e-03
2024-05-20 10:45:16 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.266, Acc: 0.973, Base Lr: 7.11e-03
2024-05-20 10:45:17 transreid.train INFO: Epoch 26 done. Time per epoch: 32.214[s] Speed: 363.6[samples/s]
2024-05-20 10:45:19 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.282, Acc: 0.958, Base Lr: 7.04e-03
2024-05-20 10:45:21 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.252, Acc: 0.964, Base Lr: 7.04e-03
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2024-05-20 10:45:26 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.264, Acc: 0.969, Base Lr: 7.04e-03
2024-05-20 10:45:28 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.265, Acc: 0.970, Base Lr: 7.04e-03
2024-05-20 10:45:29 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.266, Acc: 0.969, Base Lr: 7.04e-03
2024-05-20 10:45:31 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.270, Acc: 0.969, Base Lr: 7.04e-03
2024-05-20 10:45:33 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.266, Acc: 0.970, Base Lr: 7.04e-03
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2024-05-20 10:45:42 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.257, Acc: 0.971, Base Lr: 7.04e-03
2024-05-20 10:45:43 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.255, Acc: 0.971, Base Lr: 7.04e-03
2024-05-20 10:45:45 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.253, Acc: 0.972, Base Lr: 7.04e-03
2024-05-20 10:45:47 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.248, Acc: 0.972, Base Lr: 7.04e-03
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2024-05-20 10:45:49 transreid.train INFO: Epoch 27 done. Time per epoch: 32.172[s] Speed: 364.0[samples/s]
2024-05-20 10:45:51 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.226, Acc: 0.977, Base Lr: 6.97e-03
2024-05-20 10:45:53 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.232, Acc: 0.975, Base Lr: 6.97e-03
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2024-05-20 10:45:57 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.236, Acc: 0.975, Base Lr: 6.97e-03
2024-05-20 10:45:58 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.232, Acc: 0.975, Base Lr: 6.97e-03
2024-05-20 10:46:00 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.232, Acc: 0.976, Base Lr: 6.97e-03
2024-05-20 10:46:02 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.230, Acc: 0.977, Base Lr: 6.97e-03
2024-05-20 10:46:03 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.226, Acc: 0.977, Base Lr: 6.97e-03
2024-05-20 10:46:05 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.222, Acc: 0.977, Base Lr: 6.97e-03
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2024-05-20 10:46:17 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.227, Acc: 0.978, Base Lr: 6.97e-03
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2024-05-20 10:46:21 transreid.train INFO: Epoch 28 done. Time per epoch: 32.222[s] Speed: 363.5[samples/s]
2024-05-20 10:46:24 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.319, Acc: 0.952, Base Lr: 6.90e-03
2024-05-20 10:46:25 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.297, Acc: 0.963, Base Lr: 6.90e-03
2024-05-20 10:46:27 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.304, Acc: 0.965, Base Lr: 6.90e-03
2024-05-20 10:46:29 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.292, Acc: 0.967, Base Lr: 6.90e-03
2024-05-20 10:46:30 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.276, Acc: 0.968, Base Lr: 6.90e-03
2024-05-20 10:46:32 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.266, Acc: 0.971, Base Lr: 6.90e-03
2024-05-20 10:46:34 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.264, Acc: 0.971, Base Lr: 6.90e-03
2024-05-20 10:46:36 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.259, Acc: 0.971, Base Lr: 6.90e-03
2024-05-20 10:46:37 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.250, Acc: 0.973, Base Lr: 6.90e-03
2024-05-20 10:46:39 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.247, Acc: 0.973, Base Lr: 6.90e-03
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2024-05-20 10:46:46 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.229, Acc: 0.975, Base Lr: 6.90e-03
2024-05-20 10:46:48 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.223, Acc: 0.975, Base Lr: 6.90e-03
2024-05-20 10:46:49 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.222, Acc: 0.976, Base Lr: 6.90e-03
2024-05-20 10:46:51 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.219, Acc: 0.976, Base Lr: 6.90e-03
2024-05-20 10:46:53 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.215, Acc: 0.977, Base Lr: 6.90e-03
2024-05-20 10:46:53 transreid.train INFO: Epoch 29 done. Time per epoch: 32.219[s] Speed: 363.5[samples/s]
2024-05-20 10:46:56 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.265, Acc: 0.977, Base Lr: 6.83e-03
2024-05-20 10:46:57 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.277, Acc: 0.970, Base Lr: 6.83e-03
2024-05-20 10:46:59 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.252, Acc: 0.973, Base Lr: 6.83e-03
2024-05-20 10:47:01 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.250, Acc: 0.971, Base Lr: 6.83e-03
2024-05-20 10:47:03 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.248, Acc: 0.973, Base Lr: 6.83e-03
2024-05-20 10:47:04 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.236, Acc: 0.974, Base Lr: 6.83e-03
2024-05-20 10:47:06 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.237, Acc: 0.974, Base Lr: 6.83e-03
2024-05-20 10:47:08 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.242, Acc: 0.974, Base Lr: 6.83e-03
2024-05-20 10:47:10 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.233, Acc: 0.976, Base Lr: 6.83e-03
2024-05-20 10:47:11 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.229, Acc: 0.977, Base Lr: 6.83e-03
2024-05-20 10:47:13 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.226, Acc: 0.977, Base Lr: 6.83e-03
2024-05-20 10:47:15 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.222, Acc: 0.976, Base Lr: 6.83e-03
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2024-05-20 10:47:18 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.217, Acc: 0.977, Base Lr: 6.83e-03
2024-05-20 10:47:20 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.213, Acc: 0.978, Base Lr: 6.83e-03
2024-05-20 10:47:22 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.212, Acc: 0.978, Base Lr: 6.83e-03
2024-05-20 10:47:23 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.207, Acc: 0.978, Base Lr: 6.83e-03
2024-05-20 10:47:25 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.204, Acc: 0.979, Base Lr: 6.83e-03
2024-05-20 10:47:26 transreid.train INFO: Epoch 30 done. Time per epoch: 32.310[s] Speed: 364.5[samples/s]
2024-05-20 10:47:28 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.200, Acc: 0.972, Base Lr: 6.76e-03
2024-05-20 10:47:30 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.215, Acc: 0.979, Base Lr: 6.76e-03
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2024-05-20 10:47:37 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.207, Acc: 0.978, Base Lr: 6.76e-03
2024-05-20 10:47:38 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.208, Acc: 0.977, Base Lr: 6.76e-03
2024-05-20 10:47:40 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.205, Acc: 0.977, Base Lr: 6.76e-03
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2024-05-20 10:47:44 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.206, Acc: 0.977, Base Lr: 6.76e-03
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2024-05-20 10:47:58 transreid.train INFO: Epoch 31 done. Time per epoch: 32.049[s] Speed: 363.4[samples/s]
2024-05-20 10:48:00 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.225, Acc: 0.978, Base Lr: 6.68e-03
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2024-05-20 10:48:30 transreid.train INFO: Epoch 32 done. Time per epoch: 32.218[s] Speed: 363.5[samples/s]
2024-05-20 10:48:32 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.252, Acc: 0.986, Base Lr: 6.60e-03
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2024-05-20 10:49:00 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.173, Acc: 0.985, Base Lr: 6.60e-03
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2024-05-20 10:49:02 transreid.train INFO: Epoch 33 done. Time per epoch: 32.385[s] Speed: 363.6[samples/s]
2024-05-20 10:49:05 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.239, Acc: 0.969, Base Lr: 6.52e-03
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2024-05-20 10:49:31 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.181, Acc: 0.978, Base Lr: 6.52e-03
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2024-05-20 10:49:35 transreid.train INFO: Epoch 34 done. Time per epoch: 32.347[s] Speed: 364.1[samples/s]
2024-05-20 10:49:37 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.238, Acc: 0.973, Base Lr: 6.44e-03
2024-05-20 10:49:39 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.197, Acc: 0.980, Base Lr: 6.44e-03
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2024-05-20 10:50:00 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.170, Acc: 0.984, Base Lr: 6.44e-03
2024-05-20 10:50:01 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.165, Acc: 0.985, Base Lr: 6.44e-03
2024-05-20 10:50:03 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.162, Acc: 0.985, Base Lr: 6.44e-03
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2024-05-20 10:50:07 transreid.train INFO: Epoch 35 done. Time per epoch: 32.472[s] Speed: 362.7[samples/s]
2024-05-20 10:50:10 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.197, Acc: 0.980, Base Lr: 6.35e-03
2024-05-20 10:50:11 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.192, Acc: 0.980, Base Lr: 6.35e-03
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2024-05-20 10:50:17 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.187, Acc: 0.982, Base Lr: 6.35e-03
2024-05-20 10:50:18 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.180, Acc: 0.983, Base Lr: 6.35e-03
2024-05-20 10:50:20 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.173, Acc: 0.983, Base Lr: 6.35e-03
2024-05-20 10:50:22 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.175, Acc: 0.982, Base Lr: 6.35e-03
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2024-05-20 10:50:34 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.161, Acc: 0.984, Base Lr: 6.35e-03
2024-05-20 10:50:35 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.162, Acc: 0.984, Base Lr: 6.35e-03
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2024-05-20 10:50:40 transreid.train INFO: Epoch 36 done. Time per epoch: 32.429[s] Speed: 363.1[samples/s]
2024-05-20 10:50:42 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.192, Acc: 0.978, Base Lr: 6.27e-03
2024-05-20 10:50:44 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.181, Acc: 0.977, Base Lr: 6.27e-03
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2024-05-20 10:50:51 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.158, Acc: 0.983, Base Lr: 6.27e-03
2024-05-20 10:50:52 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.153, Acc: 0.984, Base Lr: 6.27e-03
2024-05-20 10:50:54 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.145, Acc: 0.986, Base Lr: 6.27e-03
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2024-05-20 10:51:12 transreid.train INFO: Epoch 37 done. Time per epoch: 32.515[s] Speed: 362.2[samples/s]
2024-05-20 10:51:15 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.181, Acc: 0.983, Base Lr: 6.18e-03
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2024-05-20 10:51:27 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.165, Acc: 0.984, Base Lr: 6.18e-03
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2024-05-20 10:51:44 transreid.train INFO: Epoch 38 done. Time per epoch: 32.195[s] Speed: 363.8[samples/s]
2024-05-20 10:51:47 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.183, Acc: 0.984, Base Lr: 6.09e-03
2024-05-20 10:51:48 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.172, Acc: 0.983, Base Lr: 6.09e-03
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2024-05-20 10:52:01 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.146, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-20 10:52:09 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.143, Acc: 0.987, Base Lr: 6.09e-03
2024-05-20 10:52:11 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.142, Acc: 0.987, Base Lr: 6.09e-03
2024-05-20 10:52:13 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.142, Acc: 0.988, Base Lr: 6.09e-03
2024-05-20 10:52:14 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.140, Acc: 0.988, Base Lr: 6.09e-03
2024-05-20 10:52:16 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.09e-03
2024-05-20 10:52:17 transreid.train INFO: Epoch 39 done. Time per epoch: 32.268[s] Speed: 363.0[samples/s]
2024-05-20 10:52:19 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.204, Acc: 0.983, Base Lr: 6.00e-03
2024-05-20 10:52:21 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.151, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:22 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.162, Acc: 0.986, Base Lr: 6.00e-03
2024-05-20 10:52:24 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.171, Acc: 0.984, Base Lr: 6.00e-03
2024-05-20 10:52:26 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.175, Acc: 0.983, Base Lr: 6.00e-03
2024-05-20 10:52:28 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.172, Acc: 0.984, Base Lr: 6.00e-03
2024-05-20 10:52:29 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.168, Acc: 0.984, Base Lr: 6.00e-03
2024-05-20 10:52:31 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.165, Acc: 0.985, Base Lr: 6.00e-03
2024-05-20 10:52:33 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.163, Acc: 0.985, Base Lr: 6.00e-03
2024-05-20 10:52:35 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.160, Acc: 0.986, Base Lr: 6.00e-03
2024-05-20 10:52:36 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.155, Acc: 0.986, Base Lr: 6.00e-03
2024-05-20 10:52:38 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.153, Acc: 0.987, Base Lr: 6.00e-03
2024-05-20 10:52:40 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.148, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:41 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.145, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:43 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.144, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:45 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.143, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:47 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.141, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:48 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.00e-03
2024-05-20 10:52:49 transreid.train INFO: Epoch 40 done. Time per epoch: 32.222[s] Speed: 363.5[samples/s]
2024-05-20 10:53:22 transreid.train INFO: Validation Results - Epoch: 40
2024-05-20 10:53:22 transreid.train INFO: mAP: 78.5%
2024-05-20 10:53:22 transreid.train INFO: CMC curve, Rank-1  :90.1%
2024-05-20 10:53:22 transreid.train INFO: CMC curve, Rank-5  :96.9%
2024-05-20 10:53:22 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-20 10:53:25 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.116, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:26 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.120, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:28 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.117, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:30 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.114, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:32 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.113, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:33 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.117, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:35 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.119, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:37 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.117, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:39 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.119, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:40 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.123, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:42 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.122, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:44 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.119, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:45 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:47 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.123, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:49 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.123, Acc: 0.989, Base Lr: 5.91e-03
2024-05-20 10:53:51 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.122, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:52 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:54 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.91e-03
2024-05-20 10:53:55 transreid.train INFO: Epoch 41 done. Time per epoch: 32.401[s] Speed: 363.4[samples/s]
2024-05-20 10:53:57 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.133, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:53:59 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.146, Acc: 0.985, Base Lr: 5.82e-03
2024-05-20 10:54:01 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.128, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:02 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.126, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:04 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.127, Acc: 0.987, Base Lr: 5.82e-03
2024-05-20 10:54:06 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.129, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:07 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.133, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:09 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.131, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:11 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.125, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:13 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.124, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:14 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.126, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:16 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.125, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:18 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.122, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:20 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.124, Acc: 0.988, Base Lr: 5.82e-03
2024-05-20 10:54:21 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.123, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:23 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.121, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:25 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.118, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:26 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.115, Acc: 0.989, Base Lr: 5.82e-03
2024-05-20 10:54:27 transreid.train INFO: Epoch 42 done. Time per epoch: 32.413[s] Speed: 363.3[samples/s]
2024-05-20 10:54:29 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.104, Acc: 0.992, Base Lr: 5.73e-03
2024-05-20 10:54:31 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.126, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:33 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.137, Acc: 0.986, Base Lr: 5.73e-03
2024-05-20 10:54:35 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.136, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:36 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.130, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:38 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.132, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:40 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.130, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:42 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.130, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:43 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.127, Acc: 0.988, Base Lr: 5.73e-03
2024-05-20 10:54:45 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.127, Acc: 0.989, Base Lr: 5.73e-03
2024-05-20 10:54:47 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.126, Acc: 0.989, Base Lr: 5.73e-03
2024-05-20 10:54:48 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.123, Acc: 0.989, Base Lr: 5.73e-03
2024-05-20 10:54:50 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.122, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:54:52 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:54:54 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.119, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:54:55 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.117, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:54:57 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.116, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:54:59 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.113, Acc: 0.990, Base Lr: 5.73e-03
2024-05-20 10:55:00 transreid.train INFO: Epoch 43 done. Time per epoch: 32.372[s] Speed: 363.8[samples/s]
2024-05-20 10:55:02 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.63e-03
2024-05-20 10:55:04 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:05 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.111, Acc: 0.990, Base Lr: 5.63e-03
2024-05-20 10:55:07 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.63e-03
2024-05-20 10:55:09 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.099, Acc: 0.992, Base Lr: 5.63e-03
2024-05-20 10:55:10 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.63e-03
2024-05-20 10:55:12 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:14 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:16 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.109, Acc: 0.992, Base Lr: 5.63e-03
2024-05-20 10:55:17 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.112, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:19 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.112, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:21 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:23 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:24 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:26 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:28 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.117, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:29 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:31 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.113, Acc: 0.991, Base Lr: 5.63e-03
2024-05-20 10:55:32 transreid.train INFO: Epoch 44 done. Time per epoch: 32.404[s] Speed: 363.4[samples/s]
2024-05-20 10:55:34 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.164, Acc: 0.986, Base Lr: 5.54e-03
2024-05-20 10:55:36 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.153, Acc: 0.987, Base Lr: 5.54e-03
2024-05-20 10:55:38 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.140, Acc: 0.989, Base Lr: 5.54e-03
2024-05-20 10:55:39 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.130, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:41 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.135, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:43 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.129, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:45 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.123, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:46 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.125, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:48 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.120, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:50 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:52 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.54e-03
2024-05-20 10:55:53 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:55:55 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.114, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:55:57 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.112, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:55:58 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.109, Acc: 0.992, Base Lr: 5.54e-03
2024-05-20 10:56:00 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:56:02 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.108, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:56:04 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.108, Acc: 0.991, Base Lr: 5.54e-03
2024-05-20 10:56:04 transreid.train INFO: Epoch 45 done. Time per epoch: 32.306[s] Speed: 362.5[samples/s]
2024-05-20 10:56:07 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:08 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.098, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:10 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:12 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:14 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:15 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.102, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:17 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:19 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:20 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.107, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:22 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:24 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:26 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:27 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:29 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.105, Acc: 0.991, Base Lr: 5.44e-03
2024-05-20 10:56:31 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:32 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.102, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:34 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.100, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:36 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.44e-03
2024-05-20 10:56:37 transreid.train INFO: Epoch 46 done. Time per epoch: 32.340[s] Speed: 362.1[samples/s]
2024-05-20 10:56:39 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.099, Acc: 0.995, Base Lr: 5.34e-03
2024-05-20 10:56:41 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.099, Acc: 0.995, Base Lr: 5.34e-03
2024-05-20 10:56:42 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.34e-03
2024-05-20 10:56:44 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.34e-03
2024-05-20 10:56:46 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.095, Acc: 0.991, Base Lr: 5.34e-03
2024-05-20 10:56:47 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.099, Acc: 0.992, Base Lr: 5.34e-03
2024-05-20 10:56:49 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.105, Acc: 0.990, Base Lr: 5.34e-03
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2024-05-20 10:57:09 transreid.train INFO: Epoch 47 done. Time per epoch: 32.408[s] Speed: 363.4[samples/s]
2024-05-20 10:57:11 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.24e-03
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2024-05-20 10:57:23 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.113, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-20 10:57:41 transreid.train INFO: Epoch 48 done. Time per epoch: 32.362[s] Speed: 363.9[samples/s]
2024-05-20 10:57:44 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.118, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-20 10:58:14 transreid.train INFO: Epoch 49 done. Time per epoch: 32.237[s] Speed: 363.3[samples/s]
2024-05-20 10:58:16 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.120, Acc: 0.986, Base Lr: 5.04e-03
2024-05-20 10:58:18 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.101, Acc: 0.990, Base Lr: 5.04e-03
2024-05-20 10:58:19 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.088, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-20 10:58:28 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.093, Acc: 0.990, Base Lr: 5.04e-03
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2024-05-20 10:58:40 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-20 10:58:46 transreid.train INFO: Epoch 50 done. Time per epoch: 32.428[s] Speed: 363.1[samples/s]
2024-05-20 10:58:48 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.115, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:58:50 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.094, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-20 10:58:57 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.091, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:58:59 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:59:00 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.093, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:59:02 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.093, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:59:04 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.093, Acc: 0.995, Base Lr: 4.94e-03
2024-05-20 10:59:06 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.094, Acc: 0.993, Base Lr: 4.94e-03
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2024-05-20 10:59:09 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.094, Acc: 0.992, Base Lr: 4.94e-03
2024-05-20 10:59:11 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.096, Acc: 0.992, Base Lr: 4.94e-03
2024-05-20 10:59:13 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.94e-03
2024-05-20 10:59:14 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.096, Acc: 0.992, Base Lr: 4.94e-03
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2024-05-20 10:59:18 transreid.train INFO: Epoch 51 done. Time per epoch: 32.448[s] Speed: 362.9[samples/s]
2024-05-20 10:59:21 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.117, Acc: 0.988, Base Lr: 4.84e-03
2024-05-20 10:59:22 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.097, Acc: 0.990, Base Lr: 4.84e-03
2024-05-20 10:59:24 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.109, Acc: 0.989, Base Lr: 4.84e-03
2024-05-20 10:59:26 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.102, Acc: 0.990, Base Lr: 4.84e-03
2024-05-20 10:59:28 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.105, Acc: 0.989, Base Lr: 4.84e-03
2024-05-20 10:59:29 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.100, Acc: 0.990, Base Lr: 4.84e-03
2024-05-20 10:59:31 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.098, Acc: 0.990, Base Lr: 4.84e-03
2024-05-20 10:59:33 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.093, Acc: 0.991, Base Lr: 4.84e-03
2024-05-20 10:59:35 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.090, Acc: 0.991, Base Lr: 4.84e-03
2024-05-20 10:59:36 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.088, Acc: 0.992, Base Lr: 4.84e-03
2024-05-20 10:59:38 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.086, Acc: 0.992, Base Lr: 4.84e-03
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2024-05-20 10:59:45 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.087, Acc: 0.992, Base Lr: 4.84e-03
2024-05-20 10:59:47 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.085, Acc: 0.992, Base Lr: 4.84e-03
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2024-05-20 10:59:51 transreid.train INFO: Epoch 52 done. Time per epoch: 32.336[s] Speed: 364.2[samples/s]
2024-05-20 10:59:53 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.096, Acc: 0.991, Base Lr: 4.74e-03
2024-05-20 10:59:55 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.090, Acc: 0.988, Base Lr: 4.74e-03
2024-05-20 10:59:57 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.094, Acc: 0.990, Base Lr: 4.74e-03
2024-05-20 10:59:58 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.101, Acc: 0.990, Base Lr: 4.74e-03
2024-05-20 11:00:00 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.100, Acc: 0.991, Base Lr: 4.74e-03
2024-05-20 11:00:02 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.098, Acc: 0.991, Base Lr: 4.74e-03
2024-05-20 11:00:03 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.094, Acc: 0.991, Base Lr: 4.74e-03
2024-05-20 11:00:05 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.094, Acc: 0.992, Base Lr: 4.74e-03
2024-05-20 11:00:07 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.090, Acc: 0.992, Base Lr: 4.74e-03
2024-05-20 11:00:09 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.088, Acc: 0.993, Base Lr: 4.74e-03
2024-05-20 11:00:10 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.086, Acc: 0.993, Base Lr: 4.74e-03
2024-05-20 11:00:12 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.74e-03
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2024-05-20 11:00:17 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.74e-03
2024-05-20 11:00:19 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.74e-03
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2024-05-20 11:00:22 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.74e-03
2024-05-20 11:00:23 transreid.train INFO: Epoch 53 done. Time per epoch: 32.378[s] Speed: 363.7[samples/s]
2024-05-20 11:00:26 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.135, Acc: 0.988, Base Lr: 4.63e-03
2024-05-20 11:00:27 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.095, Acc: 0.992, Base Lr: 4.63e-03
2024-05-20 11:00:29 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.097, Acc: 0.993, Base Lr: 4.63e-03
2024-05-20 11:00:31 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.63e-03
2024-05-20 11:00:32 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.63e-03
2024-05-20 11:00:34 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.098, Acc: 0.991, Base Lr: 4.63e-03
2024-05-20 11:00:36 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.093, Acc: 0.992, Base Lr: 4.63e-03
2024-05-20 11:00:38 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.095, Acc: 0.990, Base Lr: 4.63e-03
2024-05-20 11:00:39 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.092, Acc: 0.991, Base Lr: 4.63e-03
2024-05-20 11:00:41 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.091, Acc: 0.991, Base Lr: 4.63e-03
2024-05-20 11:00:43 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.089, Acc: 0.991, Base Lr: 4.63e-03
2024-05-20 11:00:44 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.087, Acc: 0.992, Base Lr: 4.63e-03
2024-05-20 11:00:46 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.085, Acc: 0.992, Base Lr: 4.63e-03
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2024-05-20 11:00:50 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.63e-03
2024-05-20 11:00:51 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.63e-03
2024-05-20 11:00:53 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.63e-03
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2024-05-20 11:00:56 transreid.train INFO: Epoch 54 done. Time per epoch: 32.405[s] Speed: 363.4[samples/s]
2024-05-20 11:00:58 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.085, Acc: 0.989, Base Lr: 4.53e-03
2024-05-20 11:01:00 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.101, Acc: 0.988, Base Lr: 4.53e-03
2024-05-20 11:01:01 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.089, Acc: 0.990, Base Lr: 4.53e-03
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2024-05-20 11:01:07 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.092, Acc: 0.991, Base Lr: 4.53e-03
2024-05-20 11:01:08 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.087, Acc: 0.992, Base Lr: 4.53e-03
2024-05-20 11:01:10 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.085, Acc: 0.992, Base Lr: 4.53e-03
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2024-05-20 11:01:28 transreid.train INFO: Epoch 55 done. Time per epoch: 32.242[s] Speed: 363.3[samples/s]
2024-05-20 11:01:30 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.084, Acc: 0.992, Base Lr: 4.43e-03
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2024-05-20 11:01:42 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.43e-03
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2024-05-20 11:01:54 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.085, Acc: 0.994, Base Lr: 4.43e-03
2024-05-20 11:01:56 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.084, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-20 11:01:59 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.43e-03
2024-05-20 11:02:00 transreid.train INFO: Epoch 56 done. Time per epoch: 32.172[s] Speed: 364.0[samples/s]
2024-05-20 11:02:02 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.083, Acc: 0.994, Base Lr: 4.32e-03
2024-05-20 11:02:04 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.097, Acc: 0.992, Base Lr: 4.32e-03
2024-05-20 11:02:06 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.098, Acc: 0.991, Base Lr: 4.32e-03
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2024-05-20 11:02:11 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.088, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:13 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:14 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:16 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.32e-03
2024-05-20 11:02:18 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:20 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:21 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:23 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:25 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:26 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:28 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:30 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.074, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:32 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.072, Acc: 0.993, Base Lr: 4.32e-03
2024-05-20 11:02:32 transreid.train INFO: Epoch 57 done. Time per epoch: 32.456[s] Speed: 362.8[samples/s]
2024-05-20 11:02:35 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.081, Acc: 0.991, Base Lr: 4.22e-03
2024-05-20 11:02:37 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.085, Acc: 0.991, Base Lr: 4.22e-03
2024-05-20 11:02:38 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.086, Acc: 0.991, Base Lr: 4.22e-03
2024-05-20 11:02:40 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.089, Acc: 0.991, Base Lr: 4.22e-03
2024-05-20 11:02:42 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.086, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:43 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:45 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:47 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:49 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:50 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:52 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:02:54 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:02:55 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:02:57 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:02:59 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.22e-03
2024-05-20 11:03:01 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:03:02 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:03:04 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.22e-03
2024-05-20 11:03:05 transreid.train INFO: Epoch 58 done. Time per epoch: 32.212[s] Speed: 363.6[samples/s]
2024-05-20 11:03:07 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.115, Acc: 0.991, Base Lr: 4.11e-03
2024-05-20 11:03:09 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.091, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:10 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.082, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:12 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.11e-03
2024-05-20 11:03:14 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.11e-03
2024-05-20 11:03:16 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:17 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:19 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:21 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.11e-03
2024-05-20 11:03:22 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:24 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:26 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:28 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:29 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:31 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:33 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:35 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:36 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.11e-03
2024-05-20 11:03:37 transreid.train INFO: Epoch 59 done. Time per epoch: 32.412[s] Speed: 363.3[samples/s]
2024-05-20 11:03:39 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.074, Acc: 0.997, Base Lr: 4.01e-03
2024-05-20 11:03:41 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:03:43 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:03:45 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.071, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:03:46 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.070, Acc: 0.997, Base Lr: 4.01e-03
2024-05-20 11:03:48 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.067, Acc: 0.997, Base Lr: 4.01e-03
2024-05-20 11:03:50 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.01e-03
2024-05-20 11:03:51 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:03:53 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:03:55 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:03:57 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:03:58 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:04:00 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.01e-03
2024-05-20 11:04:02 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:04:04 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:04:05 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:04:07 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:04:09 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.01e-03
2024-05-20 11:04:09 transreid.train INFO: Epoch 60 done. Time per epoch: 32.239[s] Speed: 363.3[samples/s]
2024-05-20 11:04:43 transreid.train INFO: Validation Results - Epoch: 60
2024-05-20 11:04:43 transreid.train INFO: mAP: 80.5%
2024-05-20 11:04:43 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-20 11:04:43 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-20 11:04:43 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-20 11:04:45 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.069, Acc: 0.994, Base Lr: 3.90e-03
2024-05-20 11:04:47 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.060, Acc: 0.996, Base Lr: 3.90e-03
2024-05-20 11:04:49 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:04:50 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.070, Acc: 0.996, Base Lr: 3.90e-03
2024-05-20 11:04:52 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.074, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:04:54 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.071, Acc: 0.996, Base Lr: 3.90e-03
2024-05-20 11:04:56 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:04:57 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.072, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:04:59 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:01 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:02 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:04 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:06 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:08 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:09 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:11 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:13 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.068, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:14 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.90e-03
2024-05-20 11:05:15 transreid.train INFO: Epoch 61 done. Time per epoch: 32.428[s] Speed: 363.1[samples/s]
2024-05-20 11:05:18 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.071, Acc: 0.997, Base Lr: 3.80e-03
2024-05-20 11:05:19 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.077, Acc: 0.996, Base Lr: 3.80e-03
2024-05-20 11:05:21 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.076, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:23 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.084, Acc: 0.996, Base Lr: 3.80e-03
2024-05-20 11:05:24 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.087, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:26 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.083, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:28 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.079, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:30 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.081, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:31 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.079, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:33 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.075, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:35 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.072, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:37 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.073, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:38 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.073, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:40 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.074, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:42 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.072, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:43 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.072, Acc: 0.994, Base Lr: 3.80e-03
2024-05-20 11:05:45 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:47 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.069, Acc: 0.995, Base Lr: 3.80e-03
2024-05-20 11:05:47 transreid.train INFO: Epoch 62 done. Time per epoch: 32.226[s] Speed: 363.4[samples/s]
2024-05-20 11:05:50 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.090, Acc: 0.988, Base Lr: 3.69e-03
2024-05-20 11:05:51 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.079, Acc: 0.991, Base Lr: 3.69e-03
2024-05-20 11:05:53 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.081, Acc: 0.991, Base Lr: 3.69e-03
2024-05-20 11:05:55 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.077, Acc: 0.991, Base Lr: 3.69e-03
2024-05-20 11:05:57 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.083, Acc: 0.990, Base Lr: 3.69e-03
2024-05-20 11:05:58 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.078, Acc: 0.991, Base Lr: 3.69e-03
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2024-05-20 11:06:20 transreid.train INFO: Epoch 63 done. Time per epoch: 32.169[s] Speed: 364.1[samples/s]
2024-05-20 11:06:22 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.093, Acc: 0.994, Base Lr: 3.59e-03
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2024-05-20 11:06:52 transreid.train INFO: Epoch 64 done. Time per epoch: 32.216[s] Speed: 363.5[samples/s]
2024-05-20 11:06:54 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.094, Acc: 0.988, Base Lr: 3.49e-03
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2024-05-20 11:07:24 transreid.train INFO: Epoch 65 done. Time per epoch: 32.404[s] Speed: 363.4[samples/s]
2024-05-20 11:07:27 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.074, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-20 11:07:56 transreid.train INFO: Epoch 66 done. Time per epoch: 32.234[s] Speed: 363.3[samples/s]
2024-05-20 11:07:59 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.081, Acc: 0.992, Base Lr: 3.28e-03
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2024-05-20 11:08:11 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.071, Acc: 0.994, Base Lr: 3.28e-03
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2024-05-20 11:08:29 transreid.train INFO: Epoch 67 done. Time per epoch: 32.368[s] Speed: 363.8[samples/s]
2024-05-20 11:08:31 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-20 11:08:43 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.061, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-20 11:09:01 transreid.train INFO: Epoch 68 done. Time per epoch: 32.232[s] Speed: 363.4[samples/s]
2024-05-20 11:09:03 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.091, Acc: 0.992, Base Lr: 3.08e-03
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2024-05-20 11:09:15 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.068, Acc: 0.994, Base Lr: 3.08e-03
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2024-05-20 11:09:33 transreid.train INFO: Epoch 69 done. Time per epoch: 32.407[s] Speed: 363.4[samples/s]
2024-05-20 11:09:36 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.97e-03
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2024-05-20 11:09:48 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.97e-03
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2024-05-20 11:10:06 transreid.train INFO: Epoch 70 done. Time per epoch: 32.232[s] Speed: 363.4[samples/s]
2024-05-20 11:10:08 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.068, Acc: 0.991, Base Lr: 2.87e-03
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2024-05-20 11:10:38 transreid.train INFO: Epoch 71 done. Time per epoch: 32.465[s] Speed: 362.7[samples/s]
2024-05-20 11:10:40 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.073, Acc: 0.992, Base Lr: 2.77e-03
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2024-05-20 11:11:10 transreid.train INFO: Epoch 72 done. Time per epoch: 32.222[s] Speed: 363.5[samples/s]
2024-05-20 11:11:13 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.069, Acc: 0.995, Base Lr: 2.68e-03
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2024-05-20 11:11:43 transreid.train INFO: Epoch 73 done. Time per epoch: 32.233[s] Speed: 363.4[samples/s]
2024-05-20 11:11:45 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.062, Acc: 0.992, Base Lr: 2.58e-03
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2024-05-20 11:12:15 transreid.train INFO: Epoch 74 done. Time per epoch: 32.246[s] Speed: 363.2[samples/s]
2024-05-20 11:12:17 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.48e-03
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2024-05-20 11:12:47 transreid.train INFO: Epoch 75 done. Time per epoch: 32.197[s] Speed: 363.8[samples/s]
2024-05-20 11:12:49 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-20 11:13:19 transreid.train INFO: Epoch 76 done. Time per epoch: 32.260[s] Speed: 363.1[samples/s]
2024-05-20 11:13:22 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.053, Acc: 0.995, Base Lr: 2.29e-03
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2024-05-20 11:13:52 transreid.train INFO: Epoch 77 done. Time per epoch: 32.239[s] Speed: 363.3[samples/s]
2024-05-20 11:13:54 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.20e-03
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2024-05-20 11:14:24 transreid.train INFO: Epoch 78 done. Time per epoch: 32.210[s] Speed: 363.6[samples/s]
2024-05-20 11:14:26 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-20 11:14:38 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 2.10e-03
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2024-05-20 11:14:42 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 2.10e-03
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2024-05-20 11:14:45 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:47 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:48 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:50 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.044, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:52 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.044, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:54 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.043, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:55 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.042, Acc: 0.996, Base Lr: 2.10e-03
2024-05-20 11:14:56 transreid.train INFO: Epoch 79 done. Time per epoch: 32.370[s] Speed: 363.8[samples/s]
2024-05-20 11:14:59 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 2.01e-03
2024-05-20 11:15:00 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.058, Acc: 0.995, Base Lr: 2.01e-03
2024-05-20 11:15:02 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.057, Acc: 0.995, Base Lr: 2.01e-03
2024-05-20 11:15:04 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.054, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:05 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.053, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:07 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.054, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:09 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.059, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:11 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.055, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:12 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.056, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:14 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.055, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:16 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.055, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:17 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.053, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:19 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.052, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:21 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.01e-03
2024-05-20 11:15:23 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.050, Acc: 0.997, Base Lr: 2.01e-03
2024-05-20 11:15:24 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.049, Acc: 0.997, Base Lr: 2.01e-03
2024-05-20 11:15:26 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.049, Acc: 0.997, Base Lr: 2.01e-03
2024-05-20 11:15:28 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 2.01e-03
2024-05-20 11:15:28 transreid.train INFO: Epoch 80 done. Time per epoch: 32.338[s] Speed: 362.2[samples/s]
2024-05-20 11:16:02 transreid.train INFO: Validation Results - Epoch: 80
2024-05-20 11:16:02 transreid.train INFO: mAP: 81.7%
2024-05-20 11:16:02 transreid.train INFO: CMC curve, Rank-1  :91.9%
2024-05-20 11:16:02 transreid.train INFO: CMC curve, Rank-5  :97.4%
2024-05-20 11:16:02 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-05-20 11:16:04 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.055, Acc: 0.994, Base Lr: 1.92e-03
2024-05-20 11:16:06 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.049, Acc: 0.995, Base Lr: 1.92e-03
2024-05-20 11:16:08 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.051, Acc: 0.995, Base Lr: 1.92e-03
2024-05-20 11:16:09 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:11 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:13 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:15 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:16 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:18 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:20 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:22 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:23 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.92e-03
2024-05-20 11:16:25 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:27 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:28 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:30 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:32 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:34 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.92e-03
2024-05-20 11:16:35 transreid.train INFO: Epoch 81 done. Time per epoch: 32.680[s] Speed: 362.3[samples/s]
2024-05-20 11:16:37 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.83e-03
2024-05-20 11:16:39 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.056, Acc: 0.994, Base Lr: 1.83e-03
2024-05-20 11:16:40 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.058, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:42 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.056, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:44 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.060, Acc: 0.994, Base Lr: 1.83e-03
2024-05-20 11:16:45 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.056, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:47 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:49 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:51 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:52 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:54 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-20 11:16:56 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:16:58 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:16:59 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:17:01 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:17:03 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:17:04 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:17:06 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.83e-03
2024-05-20 11:17:07 transreid.train INFO: Epoch 82 done. Time per epoch: 32.177[s] Speed: 364.0[samples/s]
2024-05-20 11:17:09 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.069, Acc: 0.991, Base Lr: 1.75e-03
2024-05-20 11:17:11 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.053, Acc: 0.993, Base Lr: 1.75e-03
2024-05-20 11:17:12 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.059, Acc: 0.994, Base Lr: 1.75e-03
2024-05-20 11:17:14 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.055, Acc: 0.994, Base Lr: 1.75e-03
2024-05-20 11:17:16 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.051, Acc: 0.995, Base Lr: 1.75e-03
2024-05-20 11:17:18 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.048, Acc: 0.995, Base Lr: 1.75e-03
2024-05-20 11:17:19 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.75e-03
2024-05-20 11:17:21 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.75e-03
2024-05-20 11:17:23 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.75e-03
2024-05-20 11:17:25 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.75e-03
2024-05-20 11:17:26 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:28 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:30 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:31 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:33 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:35 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:37 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:38 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.75e-03
2024-05-20 11:17:39 transreid.train INFO: Epoch 83 done. Time per epoch: 32.431[s] Speed: 363.1[samples/s]
2024-05-20 11:17:41 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.071, Acc: 0.998, Base Lr: 1.66e-03
2024-05-20 11:17:43 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.66e-03
2024-05-20 11:17:45 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.053, Acc: 0.999, Base Lr: 1.66e-03
2024-05-20 11:17:47 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:48 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:50 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:52 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:54 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:55 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:57 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:17:59 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:00 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.66e-03
2024-05-20 11:18:02 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:04 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:06 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.66e-03
2024-05-20 11:18:07 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:09 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:11 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.66e-03
2024-05-20 11:18:11 transreid.train INFO: Epoch 84 done. Time per epoch: 32.252[s] Speed: 363.1[samples/s]
2024-05-20 11:18:14 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.047, Acc: 0.994, Base Lr: 1.58e-03
2024-05-20 11:18:15 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.057, Acc: 0.994, Base Lr: 1.58e-03
2024-05-20 11:18:17 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.059, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:19 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.059, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:21 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.057, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:22 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:24 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:26 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.58e-03
2024-05-20 11:18:28 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:29 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:31 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.052, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:33 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.052, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:34 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.050, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:36 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.051, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:38 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.051, Acc: 0.995, Base Lr: 1.58e-03
2024-05-20 11:18:40 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.58e-03
2024-05-20 11:18:41 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.58e-03
2024-05-20 11:18:43 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.58e-03
2024-05-20 11:18:44 transreid.train INFO: Epoch 85 done. Time per epoch: 32.214[s] Speed: 363.6[samples/s]
2024-05-20 11:18:46 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 1.50e-03
2024-05-20 11:18:48 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:18:49 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:18:51 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:18:53 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:18:55 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.050, Acc: 0.995, Base Lr: 1.50e-03
2024-05-20 11:18:56 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:18:58 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:00 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.50e-03
2024-05-20 11:19:01 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:03 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:05 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:07 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:08 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.50e-03
2024-05-20 11:19:10 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.50e-03
2024-05-20 11:19:12 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.50e-03
2024-05-20 11:19:14 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.50e-03
2024-05-20 11:19:15 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.50e-03
2024-05-20 11:19:16 transreid.train INFO: Epoch 86 done. Time per epoch: 32.270[s] Speed: 362.9[samples/s]
2024-05-20 11:19:18 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.42e-03
2024-05-20 11:19:20 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.42e-03
2024-05-20 11:19:22 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.42e-03
2024-05-20 11:19:23 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.42e-03
2024-05-20 11:19:25 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.42e-03
2024-05-20 11:19:27 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.42e-03
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2024-05-20 11:19:48 transreid.train INFO: Epoch 87 done. Time per epoch: 32.283[s] Speed: 362.8[samples/s]
2024-05-20 11:19:50 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.091, Acc: 0.989, Base Lr: 1.34e-03
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2024-05-20 11:20:03 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.34e-03
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2024-05-20 11:20:13 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.34e-03
2024-05-20 11:20:15 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-20 11:20:20 transreid.train INFO: Epoch 88 done. Time per epoch: 32.253[s] Speed: 363.1[samples/s]
2024-05-20 11:20:23 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-20 11:20:35 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-20 11:20:47 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-20 11:20:53 transreid.train INFO: Epoch 89 done. Time per epoch: 32.414[s] Speed: 363.3[samples/s]
2024-05-20 11:20:55 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-20 11:21:04 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-20 11:21:07 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-20 11:21:11 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-20 11:21:19 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.19e-03
2024-05-20 11:21:21 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.19e-03
2024-05-20 11:21:23 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-20 11:21:25 transreid.train INFO: Epoch 90 done. Time per epoch: 32.215[s] Speed: 363.6[samples/s]
2024-05-20 11:21:27 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.062, Acc: 0.994, Base Lr: 1.11e-03
2024-05-20 11:21:29 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.11e-03
2024-05-20 11:21:31 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.11e-03
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2024-05-20 11:21:36 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.052, Acc: 0.995, Base Lr: 1.11e-03
2024-05-20 11:21:38 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.11e-03
2024-05-20 11:21:39 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.11e-03
2024-05-20 11:21:41 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.11e-03
2024-05-20 11:21:43 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.11e-03
2024-05-20 11:21:45 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.11e-03
2024-05-20 11:21:46 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.11e-03
2024-05-20 11:21:48 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.11e-03
2024-05-20 11:21:50 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.11e-03
2024-05-20 11:21:51 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.11e-03
2024-05-20 11:21:53 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.11e-03
2024-05-20 11:21:55 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-20 11:21:57 transreid.train INFO: Epoch 91 done. Time per epoch: 32.156[s] Speed: 364.2[samples/s]
2024-05-20 11:22:00 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:01 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.04e-03
2024-05-20 11:22:03 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-20 11:22:08 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:10 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:12 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-20 11:22:15 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.04e-03
2024-05-20 11:22:17 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.04e-03
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2024-05-20 11:22:22 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:24 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:25 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.04e-03
2024-05-20 11:22:27 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-20 11:22:29 transreid.train INFO: Epoch 92 done. Time per epoch: 32.245[s] Speed: 363.2[samples/s]
2024-05-20 11:22:32 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.054, Acc: 0.995, Base Lr: 9.72e-04
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2024-05-20 11:22:35 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.045, Acc: 0.996, Base Lr: 9.72e-04
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2024-05-20 11:22:40 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.045, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:42 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.046, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:44 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.050, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:46 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.049, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:47 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.051, Acc: 0.995, Base Lr: 9.72e-04
2024-05-20 11:22:49 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.049, Acc: 0.996, Base Lr: 9.72e-04
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2024-05-20 11:22:54 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.047, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:56 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.046, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:58 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.045, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:22:59 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.044, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:23:01 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.043, Acc: 0.996, Base Lr: 9.72e-04
2024-05-20 11:23:02 transreid.train INFO: Epoch 93 done. Time per epoch: 32.248[s] Speed: 363.2[samples/s]
2024-05-20 11:23:04 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.034, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-20 11:23:13 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.049, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-20 11:23:16 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-20 11:23:20 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.040, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-20 11:23:23 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-20 11:23:28 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-20 11:23:34 transreid.train INFO: Epoch 94 done. Time per epoch: 32.206[s] Speed: 363.7[samples/s]
2024-05-20 11:23:36 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-20 11:23:47 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.042, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-20 11:24:00 transreid.train INFO: Epoch[95] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 8.41e-04
2024-05-20 11:24:02 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.040, Acc: 0.997, Base Lr: 8.41e-04
2024-05-20 11:24:04 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.039, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-20 11:24:06 transreid.train INFO: Epoch 95 done. Time per epoch: 32.383[s] Speed: 363.7[samples/s]
2024-05-20 11:24:09 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.058, Acc: 0.991, Base Lr: 7.78e-04
2024-05-20 11:24:10 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.065, Acc: 0.993, Base Lr: 7.78e-04
2024-05-20 11:24:12 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.052, Acc: 0.995, Base Lr: 7.78e-04
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2024-05-20 11:24:19 transreid.train INFO: Epoch[96] Iter[70/186] Loss: 0.043, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:21 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-20 11:24:26 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.042, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:28 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.041, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-20 11:24:31 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.039, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:33 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:34 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.037, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:36 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.036, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:38 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 7.78e-04
2024-05-20 11:24:38 transreid.train INFO: Epoch 96 done. Time per epoch: 32.175[s] Speed: 364.0[samples/s]
2024-05-20 11:24:41 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 7.18e-04
2024-05-20 11:24:43 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.039, Acc: 0.998, Base Lr: 7.18e-04
2024-05-20 11:24:44 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.041, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-20 11:24:49 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.042, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:24:51 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.043, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:24:53 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:24:55 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.044, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:24:56 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.043, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:24:58 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.043, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:00 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.043, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:01 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.043, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:03 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.043, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:05 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.042, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:07 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.042, Acc: 0.996, Base Lr: 7.18e-04
2024-05-20 11:25:08 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.041, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:25:10 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.039, Acc: 0.997, Base Lr: 7.18e-04
2024-05-20 11:25:11 transreid.train INFO: Epoch 97 done. Time per epoch: 32.377[s] Speed: 363.7[samples/s]
2024-05-20 11:25:13 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.050, Acc: 0.995, Base Lr: 6.60e-04
2024-05-20 11:25:15 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.046, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:17 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.054, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:18 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.057, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:20 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.056, Acc: 0.996, Base Lr: 6.60e-04
2024-05-20 11:25:22 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.054, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:24 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.053, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:25 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.051, Acc: 0.996, Base Lr: 6.60e-04
2024-05-20 11:25:27 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:29 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:30 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.046, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:32 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.044, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:34 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.043, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:36 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.042, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:37 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:39 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.040, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:41 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.041, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:42 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.042, Acc: 0.997, Base Lr: 6.60e-04
2024-05-20 11:25:43 transreid.train INFO: Epoch 98 done. Time per epoch: 32.426[s] Speed: 363.2[samples/s]
2024-05-20 11:25:46 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:47 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.057, Acc: 0.996, Base Lr: 6.04e-04
2024-05-20 11:25:49 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.052, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:51 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.049, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:52 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:54 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:56 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:58 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:25:59 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.046, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:01 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.045, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:03 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.045, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:05 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.045, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:06 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.043, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:08 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.042, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:10 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:11 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.040, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:13 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.039, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:15 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.038, Acc: 0.997, Base Lr: 6.04e-04
2024-05-20 11:26:16 transreid.train INFO: Epoch 99 done. Time per epoch: 32.450[s] Speed: 362.9[samples/s]
2024-05-20 11:26:18 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:20 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:21 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:23 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:25 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.034, Acc: 0.999, Base Lr: 5.51e-04
2024-05-20 11:26:27 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:28 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:30 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:32 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.038, Acc: 0.999, Base Lr: 5.51e-04
2024-05-20 11:26:34 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:35 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:37 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:39 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:40 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:42 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:44 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:46 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:47 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-20 11:26:48 transreid.train INFO: Epoch 100 done. Time per epoch: 32.416[s] Speed: 363.3[samples/s]
2024-05-20 11:27:21 transreid.train INFO: Validation Results - Epoch: 100
2024-05-20 11:27:21 transreid.train INFO: mAP: 82.6%
2024-05-20 11:27:21 transreid.train INFO: CMC curve, Rank-1  :92.7%
2024-05-20 11:27:21 transreid.train INFO: CMC curve, Rank-5  :97.6%
2024-05-20 11:27:21 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-20 11:27:24 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.00e-04
2024-05-20 11:27:26 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.059, Acc: 0.995, Base Lr: 5.00e-04
2024-05-20 11:27:27 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.056, Acc: 0.993, Base Lr: 5.00e-04
2024-05-20 11:27:29 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.00e-04
2024-05-20 11:27:31 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.00e-04
2024-05-20 11:27:33 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.00e-04
2024-05-20 11:27:34 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:36 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:38 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:39 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:41 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:43 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:45 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.041, Acc: 0.997, Base Lr: 5.00e-04
2024-05-20 11:27:46 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:48 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.00e-04
2024-05-20 11:27:50 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.00e-04
2024-05-20 11:27:51 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.040, Acc: 0.997, Base Lr: 5.00e-04
2024-05-20 11:27:53 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.039, Acc: 0.997, Base Lr: 5.00e-04
2024-05-20 11:27:54 transreid.train INFO: Epoch 101 done. Time per epoch: 32.276[s] Speed: 362.9[samples/s]
2024-05-20 11:27:56 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:27:58 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:00 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:01 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:03 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:05 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:06 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:08 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:10 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:12 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:13 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:15 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.51e-04
2024-05-20 11:28:17 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:19 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:20 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:22 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:24 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:25 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.51e-04
2024-05-20 11:28:26 transreid.train INFO: Epoch 102 done. Time per epoch: 32.221[s] Speed: 363.5[samples/s]
2024-05-20 11:28:28 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-20 11:28:30 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.05e-04
2024-05-20 11:28:32 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.05e-04
2024-05-20 11:28:34 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.05e-04
2024-05-20 11:28:35 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-20 11:28:58 transreid.train INFO: Epoch 103 done. Time per epoch: 32.468[s] Speed: 362.7[samples/s]
2024-05-20 11:29:01 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.058, Acc: 0.995, Base Lr: 3.61e-04
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2024-05-20 11:29:31 transreid.train INFO: Epoch 104 done. Time per epoch: 32.425[s] Speed: 363.2[samples/s]
2024-05-20 11:29:33 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.20e-04
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2024-05-20 11:30:03 transreid.train INFO: Epoch 105 done. Time per epoch: 32.214[s] Speed: 363.6[samples/s]
2024-05-20 11:30:05 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-20 11:30:36 transreid.train INFO: Epoch 106 done. Time per epoch: 32.433[s] Speed: 363.1[samples/s]
2024-05-20 11:30:38 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.027, Acc: 1.000, Base Lr: 2.45e-04
2024-05-20 11:30:40 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-20 11:30:50 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-20 11:31:00 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.45e-04
2024-05-20 11:31:02 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-20 11:31:08 transreid.train INFO: Epoch 107 done. Time per epoch: 32.456[s] Speed: 362.8[samples/s]
2024-05-20 11:31:10 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.036, Acc: 1.000, Base Lr: 2.11e-04
2024-05-20 11:31:12 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-20 11:31:22 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 2.11e-04
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2024-05-20 11:31:36 transreid.train INFO: Epoch[108] Iter[160/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.11e-04
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2024-05-20 11:31:40 transreid.train INFO: Epoch 108 done. Time per epoch: 32.391[s] Speed: 363.6[samples/s]
2024-05-20 11:31:43 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.80e-04
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2024-05-20 11:32:00 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.80e-04
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2024-05-20 11:32:13 transreid.train INFO: Epoch 109 done. Time per epoch: 32.327[s] Speed: 364.3[samples/s]
2024-05-20 11:32:15 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.52e-04
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2024-05-20 11:32:27 transreid.train INFO: Epoch[110] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.52e-04
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2024-05-20 11:32:45 transreid.train INFO: Epoch 110 done. Time per epoch: 32.249[s] Speed: 363.2[samples/s]
2024-05-20 11:32:47 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-20 11:32:56 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-20 11:33:17 transreid.train INFO: Epoch 111 done. Time per epoch: 32.432[s] Speed: 363.1[samples/s]
2024-05-20 11:33:20 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 1.03e-04
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2024-05-20 11:33:50 transreid.train INFO: Epoch 112 done. Time per epoch: 32.432[s] Speed: 363.1[samples/s]
2024-05-20 11:33:52 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.067, Acc: 0.992, Base Lr: 8.28e-05
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2024-05-20 11:34:16 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.038, Acc: 0.996, Base Lr: 8.28e-05
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2024-05-20 11:34:22 transreid.train INFO: Epoch 113 done. Time per epoch: 32.225[s] Speed: 363.4[samples/s]
2024-05-20 11:34:24 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 6.51e-05
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2024-05-20 11:34:49 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.51e-05
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2024-05-20 11:34:54 transreid.train INFO: Epoch 114 done. Time per epoch: 32.358[s] Speed: 363.9[samples/s]
2024-05-20 11:34:57 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-20 11:35:09 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-20 11:35:21 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.02e-05
2024-05-20 11:35:23 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-20 11:35:27 transreid.train INFO: Epoch 115 done. Time per epoch: 32.229[s] Speed: 363.4[samples/s]
2024-05-20 11:35:29 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.79e-05
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2024-05-20 11:35:59 transreid.train INFO: Epoch 116 done. Time per epoch: 32.347[s] Speed: 364.1[samples/s]
2024-05-20 11:36:01 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.83e-05
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2024-05-20 11:36:13 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.83e-05
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2024-05-20 11:36:31 transreid.train INFO: Epoch 117 done. Time per epoch: 32.411[s] Speed: 363.3[samples/s]
2024-05-20 11:36:34 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.035, Acc: 0.994, Base Lr: 2.15e-05
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2024-05-20 11:37:04 transreid.train INFO: Epoch 118 done. Time per epoch: 32.436[s] Speed: 363.1[samples/s]
2024-05-20 11:37:06 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-20 11:37:17 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.74e-05
2024-05-20 11:37:18 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.74e-05
2024-05-20 11:37:20 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.74e-05
2024-05-20 11:37:22 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:23 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:25 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:27 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:29 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:30 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:32 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:34 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
2024-05-20 11:37:35 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.74e-05
2024-05-20 11:37:36 transreid.train INFO: Epoch 119 done. Time per epoch: 32.398[s] Speed: 363.5[samples/s]
2024-05-20 11:37:39 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 1.60e-05
2024-05-20 11:37:40 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:42 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:44 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:45 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:47 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:49 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:51 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.60e-05
2024-05-20 11:37:52 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:37:54 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:37:56 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:37:58 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:37:59 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:01 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:03 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:04 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:06 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:08 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.60e-05
2024-05-20 11:38:09 transreid.train INFO: Epoch 120 done. Time per epoch: 32.382[s] Speed: 363.7[samples/s]
2024-05-20 11:38:42 transreid.train INFO: Validation Results - Epoch: 120
2024-05-20 11:38:42 transreid.train INFO: mAP: 82.7%
2024-05-20 11:38:42 transreid.train INFO: CMC curve, Rank-1  :92.7%
2024-05-20 11:38:42 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-20 11:38:42 transreid.train INFO: CMC curve, Rank-10 :98.7%
