2024-05-13 16:40:44 transreid INFO: Saving model in the path :log/transreid/market/swin_small_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 16:40:44 transreid INFO: Loaded configuration file configs/market/swin_small.yml
2024-05-13 16:40:44 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: swin_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_small.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_small_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: 
2024-05-13 16:40:45 transreid.check INFO: Dataset statistics:
2024-05-13 16:40:45 transreid.check INFO:   ----------------------------------------
2024-05-13 16:40:45 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 16:40:45 transreid.check INFO:   ----------------------------------------
2024-05-13 16:40:45 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-13 16:40:45 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-13 16:40:45 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-13 16:40:45 transreid.check INFO:   ----------------------------------------
2024-05-13 16:40:46 transreid INFO: ===========using cosine learning rate=======
2024-05-13 16:40:46 transreid.train INFO: start training
2024-05-13 16:40:50 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.865, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:40:53 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.719, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:40:56 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.593, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:40:59 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.482, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:41:02 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.394, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:41:05 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.337, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:41:08 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.292, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:41:11 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.259, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:41:13 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.232, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:41:16 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.208, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:41:19 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.185, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:41:22 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.168, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:41:25 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.157, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:41:28 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.138, Acc: 0.004, Base Lr: 4.76e-04
2024-05-13 16:41:31 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.122, Acc: 0.005, Base Lr: 4.76e-04
2024-05-13 16:41:34 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.108, Acc: 0.006, Base Lr: 4.76e-04
2024-05-13 16:41:37 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.097, Acc: 0.007, Base Lr: 4.76e-04
2024-05-13 16:41:40 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.086, Acc: 0.009, Base Lr: 4.76e-04
2024-05-13 16:41:41 transreid.train INFO: Epoch 1 done. Time per epoch: 54.762[s] Speed: 213.9[samples/s]
2024-05-13 16:41:44 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.868, Acc: 0.019, Base Lr: 8.72e-04
2024-05-13 16:41:47 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.831, Acc: 0.034, Base Lr: 8.72e-04
2024-05-13 16:41:50 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.804, Acc: 0.049, Base Lr: 8.72e-04
2024-05-13 16:41:53 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.790, Acc: 0.050, Base Lr: 8.72e-04
2024-05-13 16:41:56 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.774, Acc: 0.047, Base Lr: 8.72e-04
2024-05-13 16:41:59 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.761, Acc: 0.048, Base Lr: 8.72e-04
2024-05-13 16:42:02 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.741, Acc: 0.048, Base Lr: 8.72e-04
2024-05-13 16:42:05 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.726, Acc: 0.051, Base Lr: 8.72e-04
2024-05-13 16:42:08 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.712, Acc: 0.053, Base Lr: 8.72e-04
2024-05-13 16:42:11 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.700, Acc: 0.053, Base Lr: 8.72e-04
2024-05-13 16:42:14 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.686, Acc: 0.054, Base Lr: 8.72e-04
2024-05-13 16:42:17 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.672, Acc: 0.058, Base Lr: 8.72e-04
2024-05-13 16:42:20 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.659, Acc: 0.067, Base Lr: 8.72e-04
2024-05-13 16:42:23 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.642, Acc: 0.070, Base Lr: 8.72e-04
2024-05-13 16:42:26 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.625, Acc: 0.075, Base Lr: 8.72e-04
2024-05-13 16:42:29 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.606, Acc: 0.079, Base Lr: 8.72e-04
2024-05-13 16:42:32 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.585, Acc: 0.084, Base Lr: 8.72e-04
2024-05-13 16:42:35 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.560, Acc: 0.099, Base Lr: 8.72e-04
2024-05-13 16:42:36 transreid.train INFO: Epoch 2 done. Time per epoch: 54.626[s] Speed: 214.4[samples/s]
2024-05-13 16:42:39 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.389, Acc: 0.038, Base Lr: 1.27e-03
2024-05-13 16:42:42 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.330, Acc: 0.045, Base Lr: 1.27e-03
2024-05-13 16:42:45 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.298, Acc: 0.050, Base Lr: 1.27e-03
2024-05-13 16:42:48 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.264, Acc: 0.055, Base Lr: 1.27e-03
2024-05-13 16:42:51 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.241, Acc: 0.065, Base Lr: 1.27e-03
2024-05-13 16:42:54 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.219, Acc: 0.063, Base Lr: 1.27e-03
2024-05-13 16:42:57 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.194, Acc: 0.065, Base Lr: 1.27e-03
2024-05-13 16:43:00 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.168, Acc: 0.066, Base Lr: 1.27e-03
2024-05-13 16:43:03 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.139, Acc: 0.071, Base Lr: 1.27e-03
2024-05-13 16:43:06 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.105, Acc: 0.077, Base Lr: 1.27e-03
2024-05-13 16:43:09 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.076, Acc: 0.080, Base Lr: 1.27e-03
2024-05-13 16:43:12 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.045, Acc: 0.082, Base Lr: 1.27e-03
2024-05-13 16:43:15 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.015, Acc: 0.085, Base Lr: 1.27e-03
2024-05-13 16:43:18 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.976, Acc: 0.092, Base Lr: 1.27e-03
2024-05-13 16:43:20 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.937, Acc: 0.100, Base Lr: 1.27e-03
2024-05-13 16:43:23 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.896, Acc: 0.107, Base Lr: 1.27e-03
2024-05-13 16:43:26 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.854, Acc: 0.113, Base Lr: 1.27e-03
2024-05-13 16:43:29 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.790, Acc: 0.125, Base Lr: 1.27e-03
2024-05-13 16:43:30 transreid.train INFO: Epoch 3 done. Time per epoch: 54.684[s] Speed: 214.2[samples/s]
2024-05-13 16:43:34 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.563, Acc: 0.048, Base Lr: 1.66e-03
2024-05-13 16:43:37 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.495, Acc: 0.053, Base Lr: 1.66e-03
2024-05-13 16:43:40 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.451, Acc: 0.061, Base Lr: 1.66e-03
2024-05-13 16:43:43 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.445, Acc: 0.058, Base Lr: 1.66e-03
2024-05-13 16:43:46 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.440, Acc: 0.061, Base Lr: 1.66e-03
2024-05-13 16:43:48 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.386, Acc: 0.066, Base Lr: 1.66e-03
2024-05-13 16:43:51 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.343, Acc: 0.070, Base Lr: 1.66e-03
2024-05-13 16:43:54 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.306, Acc: 0.076, Base Lr: 1.66e-03
2024-05-13 16:43:57 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.266, Acc: 0.085, Base Lr: 1.66e-03
2024-05-13 16:44:00 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.222, Acc: 0.093, Base Lr: 1.66e-03
2024-05-13 16:44:03 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.179, Acc: 0.099, Base Lr: 1.66e-03
2024-05-13 16:44:06 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.128, Acc: 0.106, Base Lr: 1.66e-03
2024-05-13 16:44:09 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.060, Acc: 0.116, Base Lr: 1.66e-03
2024-05-13 16:44:12 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 5.999, Acc: 0.126, Base Lr: 1.66e-03
2024-05-13 16:44:15 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 5.937, Acc: 0.134, Base Lr: 1.66e-03
2024-05-13 16:44:18 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 5.865, Acc: 0.147, Base Lr: 1.66e-03
2024-05-13 16:44:21 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 5.778, Acc: 0.164, Base Lr: 1.66e-03
2024-05-13 16:44:24 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 5.678, Acc: 0.184, Base Lr: 1.66e-03
2024-05-13 16:44:25 transreid.train INFO: Epoch 4 done. Time per epoch: 54.800[s] Speed: 213.7[samples/s]
2024-05-13 16:44:28 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 5.758, Acc: 0.108, Base Lr: 2.06e-03
2024-05-13 16:44:31 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 5.728, Acc: 0.098, Base Lr: 2.06e-03
2024-05-13 16:44:34 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.693, Acc: 0.103, Base Lr: 2.06e-03
2024-05-13 16:44:37 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.657, Acc: 0.111, Base Lr: 2.06e-03
2024-05-13 16:44:40 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.560, Acc: 0.127, Base Lr: 2.06e-03
2024-05-13 16:44:43 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.477, Acc: 0.141, Base Lr: 2.06e-03
2024-05-13 16:44:46 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.393, Acc: 0.158, Base Lr: 2.06e-03
2024-05-13 16:44:49 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.298, Acc: 0.179, Base Lr: 2.06e-03
2024-05-13 16:44:52 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.230, Acc: 0.193, Base Lr: 2.06e-03
2024-05-13 16:44:55 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.154, Acc: 0.205, Base Lr: 2.06e-03
2024-05-13 16:44:58 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.115, Acc: 0.210, Base Lr: 2.06e-03
2024-05-13 16:45:01 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.069, Acc: 0.215, Base Lr: 2.06e-03
2024-05-13 16:45:04 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.021, Acc: 0.224, Base Lr: 2.06e-03
2024-05-13 16:45:07 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 4.962, Acc: 0.229, Base Lr: 2.06e-03
2024-05-13 16:45:10 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 4.884, Acc: 0.246, Base Lr: 2.06e-03
2024-05-13 16:45:13 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 4.800, Acc: 0.260, Base Lr: 2.06e-03
2024-05-13 16:45:16 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 4.713, Acc: 0.274, Base Lr: 2.06e-03
2024-05-13 16:45:19 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 4.617, Acc: 0.293, Base Lr: 2.06e-03
2024-05-13 16:45:20 transreid.train INFO: Epoch 5 done. Time per epoch: 54.826[s] Speed: 214.8[samples/s]
2024-05-13 16:45:23 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 4.966, Acc: 0.175, Base Lr: 2.46e-03
2024-05-13 16:45:26 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 4.867, Acc: 0.182, Base Lr: 2.46e-03
2024-05-13 16:45:29 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 4.861, Acc: 0.191, Base Lr: 2.46e-03
2024-05-13 16:45:32 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 4.773, Acc: 0.215, Base Lr: 2.46e-03
2024-05-13 16:45:35 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.698, Acc: 0.232, Base Lr: 2.46e-03
2024-05-13 16:45:38 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.605, Acc: 0.252, Base Lr: 2.46e-03
2024-05-13 16:45:41 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.536, Acc: 0.266, Base Lr: 2.46e-03
2024-05-13 16:45:44 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.467, Acc: 0.280, Base Lr: 2.46e-03
2024-05-13 16:45:47 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.377, Acc: 0.298, Base Lr: 2.46e-03
2024-05-13 16:45:50 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.342, Acc: 0.302, Base Lr: 2.46e-03
2024-05-13 16:45:53 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.286, Acc: 0.314, Base Lr: 2.46e-03
2024-05-13 16:45:56 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.217, Acc: 0.327, Base Lr: 2.46e-03
2024-05-13 16:45:59 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.163, Acc: 0.339, Base Lr: 2.46e-03
2024-05-13 16:46:02 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.097, Acc: 0.353, Base Lr: 2.46e-03
2024-05-13 16:46:05 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.015, Acc: 0.367, Base Lr: 2.46e-03
2024-05-13 16:46:08 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 3.936, Acc: 0.385, Base Lr: 2.46e-03
2024-05-13 16:46:11 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 3.839, Acc: 0.405, Base Lr: 2.46e-03
2024-05-13 16:46:14 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.734, Acc: 0.427, Base Lr: 2.46e-03
2024-05-13 16:46:15 transreid.train INFO: Epoch 6 done. Time per epoch: 54.595[s] Speed: 214.5[samples/s]
2024-05-13 16:46:18 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.228, Acc: 0.281, Base Lr: 2.85e-03
2024-05-13 16:46:21 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.139, Acc: 0.310, Base Lr: 2.85e-03
2024-05-13 16:46:24 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.039, Acc: 0.321, Base Lr: 2.85e-03
2024-05-13 16:46:27 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 3.995, Acc: 0.344, Base Lr: 2.85e-03
2024-05-13 16:46:30 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 3.899, Acc: 0.366, Base Lr: 2.85e-03
2024-05-13 16:46:33 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 3.786, Acc: 0.387, Base Lr: 2.85e-03
2024-05-13 16:46:36 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.670, Acc: 0.408, Base Lr: 2.85e-03
2024-05-13 16:46:39 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.600, Acc: 0.420, Base Lr: 2.85e-03
2024-05-13 16:46:42 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.543, Acc: 0.430, Base Lr: 2.85e-03
2024-05-13 16:46:45 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.477, Acc: 0.443, Base Lr: 2.85e-03
2024-05-13 16:46:48 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.438, Acc: 0.450, Base Lr: 2.85e-03
2024-05-13 16:46:51 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.388, Acc: 0.459, Base Lr: 2.85e-03
2024-05-13 16:46:53 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.327, Acc: 0.474, Base Lr: 2.85e-03
2024-05-13 16:46:56 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.259, Acc: 0.488, Base Lr: 2.85e-03
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2024-05-13 16:47:09 transreid.train INFO: Epoch 7 done. Time per epoch: 54.712[s] Speed: 214.1[samples/s]
2024-05-13 16:47:13 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.266, Acc: 0.442, Base Lr: 3.25e-03
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2024-05-13 16:48:04 transreid.train INFO: Epoch 8 done. Time per epoch: 54.668[s] Speed: 214.2[samples/s]
2024-05-13 16:48:07 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.029, Acc: 0.472, Base Lr: 3.64e-03
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2024-05-13 16:48:59 transreid.train INFO: Epoch 9 done. Time per epoch: 54.946[s] Speed: 214.3[samples/s]
2024-05-13 16:49:02 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.325, Acc: 0.598, Base Lr: 4.04e-03
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2024-05-13 16:49:54 transreid.train INFO: Epoch 10 done. Time per epoch: 54.782[s] Speed: 213.8[samples/s]
2024-05-13 16:49:57 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 1.914, Acc: 0.681, Base Lr: 4.44e-03
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2024-05-13 16:50:48 transreid.train INFO: Epoch 11 done. Time per epoch: 54.679[s] Speed: 214.2[samples/s]
2024-05-13 16:50:52 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.556, Acc: 0.688, Base Lr: 4.83e-03
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2024-05-13 16:51:43 transreid.train INFO: Epoch 12 done. Time per epoch: 54.677[s] Speed: 214.2[samples/s]
2024-05-13 16:51:46 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.657, Acc: 0.702, Base Lr: 5.23e-03
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2024-05-13 16:52:38 transreid.train INFO: Epoch 13 done. Time per epoch: 54.786[s] Speed: 213.8[samples/s]
2024-05-13 16:52:41 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.208, Acc: 0.786, Base Lr: 5.62e-03
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2024-05-13 16:53:33 transreid.train INFO: Epoch 14 done. Time per epoch: 54.962[s] Speed: 214.3[samples/s]
2024-05-13 16:53:36 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.951, Acc: 0.844, Base Lr: 6.02e-03
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2024-05-13 16:54:28 transreid.train INFO: Epoch 15 done. Time per epoch: 54.789[s] Speed: 213.8[samples/s]
2024-05-13 16:54:31 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.837, Acc: 0.864, Base Lr: 6.42e-03
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2024-05-13 16:55:22 transreid.train INFO: Epoch 16 done. Time per epoch: 54.668[s] Speed: 214.2[samples/s]
2024-05-13 16:55:26 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.560, Acc: 0.922, Base Lr: 6.81e-03
2024-05-13 16:55:29 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.572, Acc: 0.920, Base Lr: 6.81e-03
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2024-05-13 16:55:37 transreid.train INFO: Epoch[17] Iter[50/186] Loss: 0.577, Acc: 0.929, Base Lr: 6.81e-03
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2024-05-13 16:56:16 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 0.471, Acc: 0.945, Base Lr: 6.81e-03
2024-05-13 16:56:17 transreid.train INFO: Epoch 17 done. Time per epoch: 54.723[s] Speed: 214.0[samples/s]
2024-05-13 16:56:20 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.571, Acc: 0.922, Base Lr: 7.21e-03
2024-05-13 16:56:23 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.545, Acc: 0.921, Base Lr: 7.21e-03
2024-05-13 16:56:26 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.520, Acc: 0.930, Base Lr: 7.21e-03
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2024-05-13 16:56:32 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.511, Acc: 0.937, Base Lr: 7.21e-03
2024-05-13 16:56:35 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.526, Acc: 0.937, Base Lr: 7.21e-03
2024-05-13 16:56:38 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.523, Acc: 0.938, Base Lr: 7.21e-03
2024-05-13 16:56:41 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.522, Acc: 0.935, Base Lr: 7.21e-03
2024-05-13 16:56:44 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 0.519, Acc: 0.936, Base Lr: 7.21e-03
2024-05-13 16:56:47 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 0.512, Acc: 0.937, Base Lr: 7.21e-03
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2024-05-13 16:57:05 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.456, Acc: 0.947, Base Lr: 7.21e-03
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2024-05-13 16:57:11 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.440, Acc: 0.949, Base Lr: 7.21e-03
2024-05-13 16:57:12 transreid.train INFO: Epoch 18 done. Time per epoch: 54.859[s] Speed: 213.5[samples/s]
2024-05-13 16:57:15 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.551, Acc: 0.922, Base Lr: 7.60e-03
2024-05-13 16:57:18 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.486, Acc: 0.935, Base Lr: 7.60e-03
2024-05-13 16:57:21 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.461, Acc: 0.940, Base Lr: 7.60e-03
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2024-05-13 16:57:27 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.471, Acc: 0.937, Base Lr: 7.60e-03
2024-05-13 16:57:30 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.461, Acc: 0.938, Base Lr: 7.60e-03
2024-05-13 16:57:33 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.470, Acc: 0.938, Base Lr: 7.60e-03
2024-05-13 16:57:36 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.459, Acc: 0.941, Base Lr: 7.60e-03
2024-05-13 16:57:39 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.460, Acc: 0.940, Base Lr: 7.60e-03
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2024-05-13 16:57:57 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.443, Acc: 0.946, Base Lr: 7.60e-03
2024-05-13 16:58:00 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.434, Acc: 0.948, Base Lr: 7.60e-03
2024-05-13 16:58:03 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.426, Acc: 0.949, Base Lr: 7.60e-03
2024-05-13 16:58:06 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.414, Acc: 0.951, Base Lr: 7.60e-03
2024-05-13 16:58:07 transreid.train INFO: Epoch 19 done. Time per epoch: 55.043[s] Speed: 213.9[samples/s]
2024-05-13 16:58:10 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.418, Acc: 0.930, Base Lr: 7.47e-03
2024-05-13 16:58:13 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.404, Acc: 0.937, Base Lr: 7.47e-03
2024-05-13 16:58:16 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.424, Acc: 0.931, Base Lr: 7.47e-03
2024-05-13 16:58:19 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.404, Acc: 0.940, Base Lr: 7.47e-03
2024-05-13 16:58:22 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.399, Acc: 0.941, Base Lr: 7.47e-03
2024-05-13 16:58:25 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.395, Acc: 0.943, Base Lr: 7.47e-03
2024-05-13 16:58:28 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.403, Acc: 0.943, Base Lr: 7.47e-03
2024-05-13 16:58:31 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.391, Acc: 0.947, Base Lr: 7.47e-03
2024-05-13 16:58:34 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.390, Acc: 0.949, Base Lr: 7.47e-03
2024-05-13 16:58:37 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.386, Acc: 0.951, Base Lr: 7.47e-03
2024-05-13 16:58:40 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.388, Acc: 0.951, Base Lr: 7.47e-03
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2024-05-13 16:58:46 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.385, Acc: 0.952, Base Lr: 7.47e-03
2024-05-13 16:58:49 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.386, Acc: 0.952, Base Lr: 7.47e-03
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2024-05-13 16:58:55 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.383, Acc: 0.953, Base Lr: 7.47e-03
2024-05-13 16:58:58 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.374, Acc: 0.954, Base Lr: 7.47e-03
2024-05-13 16:59:01 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 0.365, Acc: 0.956, Base Lr: 7.47e-03
2024-05-13 16:59:02 transreid.train INFO: Epoch 20 done. Time per epoch: 54.740[s] Speed: 214.0[samples/s]
2024-05-13 16:59:57 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 16:59:57 transreid.train INFO: mAP: 75.8%
2024-05-13 16:59:57 transreid.train INFO: CMC curve, Rank-1  :89.0%
2024-05-13 16:59:57 transreid.train INFO: CMC curve, Rank-5  :96.3%
2024-05-13 16:59:57 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-05-13 17:00:01 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.482, Acc: 0.950, Base Lr: 7.41e-03
2024-05-13 17:00:04 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.477, Acc: 0.941, Base Lr: 7.41e-03
2024-05-13 17:00:07 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.455, Acc: 0.942, Base Lr: 7.41e-03
2024-05-13 17:00:10 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.441, Acc: 0.946, Base Lr: 7.41e-03
2024-05-13 17:00:13 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.422, Acc: 0.947, Base Lr: 7.41e-03
2024-05-13 17:00:16 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.402, Acc: 0.947, Base Lr: 7.41e-03
2024-05-13 17:00:19 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.387, Acc: 0.949, Base Lr: 7.41e-03
2024-05-13 17:00:21 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.378, Acc: 0.950, Base Lr: 7.41e-03
2024-05-13 17:00:24 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.369, Acc: 0.951, Base Lr: 7.41e-03
2024-05-13 17:00:27 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.356, Acc: 0.953, Base Lr: 7.41e-03
2024-05-13 17:00:30 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.356, Acc: 0.953, Base Lr: 7.41e-03
2024-05-13 17:00:33 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.351, Acc: 0.955, Base Lr: 7.41e-03
2024-05-13 17:00:36 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.342, Acc: 0.956, Base Lr: 7.41e-03
2024-05-13 17:00:39 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.338, Acc: 0.957, Base Lr: 7.41e-03
2024-05-13 17:00:42 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.333, Acc: 0.959, Base Lr: 7.41e-03
2024-05-13 17:00:45 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.328, Acc: 0.960, Base Lr: 7.41e-03
2024-05-13 17:00:48 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.318, Acc: 0.961, Base Lr: 7.41e-03
2024-05-13 17:00:51 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.316, Acc: 0.962, Base Lr: 7.41e-03
2024-05-13 17:00:52 transreid.train INFO: Epoch 21 done. Time per epoch: 55.251[s] Speed: 213.1[samples/s]
2024-05-13 17:00:56 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.434, Acc: 0.934, Base Lr: 7.36e-03
2024-05-13 17:00:59 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.401, Acc: 0.938, Base Lr: 7.36e-03
2024-05-13 17:01:02 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.372, Acc: 0.944, Base Lr: 7.36e-03
2024-05-13 17:01:05 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.385, Acc: 0.945, Base Lr: 7.36e-03
2024-05-13 17:01:08 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.391, Acc: 0.948, Base Lr: 7.36e-03
2024-05-13 17:01:11 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.391, Acc: 0.950, Base Lr: 7.36e-03
2024-05-13 17:01:14 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.387, Acc: 0.950, Base Lr: 7.36e-03
2024-05-13 17:01:17 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.388, Acc: 0.952, Base Lr: 7.36e-03
2024-05-13 17:01:20 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.376, Acc: 0.954, Base Lr: 7.36e-03
2024-05-13 17:01:23 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.371, Acc: 0.956, Base Lr: 7.36e-03
2024-05-13 17:01:26 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 0.362, Acc: 0.956, Base Lr: 7.36e-03
2024-05-13 17:01:29 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.353, Acc: 0.957, Base Lr: 7.36e-03
2024-05-13 17:01:32 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.346, Acc: 0.958, Base Lr: 7.36e-03
2024-05-13 17:01:35 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.341, Acc: 0.959, Base Lr: 7.36e-03
2024-05-13 17:01:37 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.331, Acc: 0.961, Base Lr: 7.36e-03
2024-05-13 17:01:40 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.325, Acc: 0.962, Base Lr: 7.36e-03
2024-05-13 17:01:43 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.321, Acc: 0.963, Base Lr: 7.36e-03
2024-05-13 17:01:46 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.313, Acc: 0.963, Base Lr: 7.36e-03
2024-05-13 17:01:47 transreid.train INFO: Epoch 22 done. Time per epoch: 54.933[s] Speed: 213.2[samples/s]
2024-05-13 17:01:51 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.350, Acc: 0.964, Base Lr: 7.30e-03
2024-05-13 17:01:54 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.306, Acc: 0.970, Base Lr: 7.30e-03
2024-05-13 17:01:57 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 0.331, Acc: 0.962, Base Lr: 7.30e-03
2024-05-13 17:02:00 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.316, Acc: 0.966, Base Lr: 7.30e-03
2024-05-13 17:02:03 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.309, Acc: 0.967, Base Lr: 7.30e-03
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2024-05-13 17:02:09 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.297, Acc: 0.967, Base Lr: 7.30e-03
2024-05-13 17:02:12 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.292, Acc: 0.969, Base Lr: 7.30e-03
2024-05-13 17:02:15 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.284, Acc: 0.969, Base Lr: 7.30e-03
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2024-05-13 17:02:21 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.277, Acc: 0.969, Base Lr: 7.30e-03
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2024-05-13 17:02:42 transreid.train INFO: Epoch 23 done. Time per epoch: 54.936[s] Speed: 213.2[samples/s]
2024-05-13 17:02:46 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.327, Acc: 0.958, Base Lr: 7.24e-03
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2024-05-13 17:03:37 transreid.train INFO: Epoch 24 done. Time per epoch: 55.107[s] Speed: 213.7[samples/s]
2024-05-13 17:03:41 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.284, Acc: 0.963, Base Lr: 7.18e-03
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2024-05-13 17:04:32 transreid.train INFO: Epoch 25 done. Time per epoch: 54.869[s] Speed: 213.5[samples/s]
2024-05-13 17:04:36 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.248, Acc: 0.973, Base Lr: 7.11e-03
2024-05-13 17:04:39 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.270, Acc: 0.966, Base Lr: 7.11e-03
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2024-05-13 17:04:54 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.243, Acc: 0.973, Base Lr: 7.11e-03
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2024-05-13 17:05:23 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.216, Acc: 0.979, Base Lr: 7.11e-03
2024-05-13 17:05:26 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.212, Acc: 0.979, Base Lr: 7.11e-03
2024-05-13 17:05:27 transreid.train INFO: Epoch 26 done. Time per epoch: 54.858[s] Speed: 213.5[samples/s]
2024-05-13 17:05:31 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.229, Acc: 0.973, Base Lr: 7.04e-03
2024-05-13 17:05:34 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.211, Acc: 0.973, Base Lr: 7.04e-03
2024-05-13 17:05:36 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.202, Acc: 0.974, Base Lr: 7.04e-03
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2024-05-13 17:05:48 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.197, Acc: 0.974, Base Lr: 7.04e-03
2024-05-13 17:05:51 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.200, Acc: 0.975, Base Lr: 7.04e-03
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2024-05-13 17:06:12 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.184, Acc: 0.979, Base Lr: 7.04e-03
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2024-05-13 17:06:18 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.185, Acc: 0.979, Base Lr: 7.04e-03
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2024-05-13 17:06:22 transreid.train INFO: Epoch 27 done. Time per epoch: 54.824[s] Speed: 213.6[samples/s]
2024-05-13 17:06:25 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.197, Acc: 0.986, Base Lr: 6.97e-03
2024-05-13 17:06:28 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.198, Acc: 0.984, Base Lr: 6.97e-03
2024-05-13 17:06:31 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.190, Acc: 0.984, Base Lr: 6.97e-03
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2024-05-13 17:06:37 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.187, Acc: 0.985, Base Lr: 6.97e-03
2024-05-13 17:06:40 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.183, Acc: 0.985, Base Lr: 6.97e-03
2024-05-13 17:06:43 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.185, Acc: 0.984, Base Lr: 6.97e-03
2024-05-13 17:06:46 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.180, Acc: 0.984, Base Lr: 6.97e-03
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2024-05-13 17:07:17 transreid.train INFO: Epoch 28 done. Time per epoch: 54.831[s] Speed: 213.6[samples/s]
2024-05-13 17:07:20 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.294, Acc: 0.961, Base Lr: 6.90e-03
2024-05-13 17:07:23 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.262, Acc: 0.972, Base Lr: 6.90e-03
2024-05-13 17:07:26 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.246, Acc: 0.974, Base Lr: 6.90e-03
2024-05-13 17:07:29 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.233, Acc: 0.975, Base Lr: 6.90e-03
2024-05-13 17:07:32 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.216, Acc: 0.979, Base Lr: 6.90e-03
2024-05-13 17:07:35 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.198, Acc: 0.981, Base Lr: 6.90e-03
2024-05-13 17:07:38 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.192, Acc: 0.981, Base Lr: 6.90e-03
2024-05-13 17:07:41 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.190, Acc: 0.981, Base Lr: 6.90e-03
2024-05-13 17:07:44 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.184, Acc: 0.982, Base Lr: 6.90e-03
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2024-05-13 17:08:05 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.159, Acc: 0.984, Base Lr: 6.90e-03
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2024-05-13 17:08:12 transreid.train INFO: Epoch 29 done. Time per epoch: 54.867[s] Speed: 213.5[samples/s]
2024-05-13 17:08:15 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.139, Acc: 0.991, Base Lr: 6.83e-03
2024-05-13 17:08:18 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.165, Acc: 0.983, Base Lr: 6.83e-03
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2024-05-13 17:08:24 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.169, Acc: 0.983, Base Lr: 6.83e-03
2024-05-13 17:08:27 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.164, Acc: 0.984, Base Lr: 6.83e-03
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2024-05-13 17:08:33 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.152, Acc: 0.987, Base Lr: 6.83e-03
2024-05-13 17:08:36 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.155, Acc: 0.986, Base Lr: 6.83e-03
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2024-05-13 17:09:00 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.151, Acc: 0.985, Base Lr: 6.83e-03
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2024-05-13 17:09:07 transreid.train INFO: Epoch 30 done. Time per epoch: 55.175[s] Speed: 213.4[samples/s]
2024-05-13 17:09:10 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.175, Acc: 0.981, Base Lr: 6.76e-03
2024-05-13 17:09:13 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.156, Acc: 0.983, Base Lr: 6.76e-03
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2024-05-13 17:09:31 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.148, Acc: 0.986, Base Lr: 6.76e-03
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2024-05-13 17:10:01 transreid.train INFO: Epoch 31 done. Time per epoch: 54.485[s] Speed: 213.8[samples/s]
2024-05-13 17:10:05 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.131, Acc: 0.984, Base Lr: 6.68e-03
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2024-05-13 17:10:56 transreid.train INFO: Epoch 32 done. Time per epoch: 54.908[s] Speed: 213.3[samples/s]
2024-05-13 17:11:00 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.186, Acc: 0.981, Base Lr: 6.60e-03
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2024-05-13 17:11:52 transreid.train INFO: Epoch 33 done. Time per epoch: 55.315[s] Speed: 212.9[samples/s]
2024-05-13 17:11:55 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.139, Acc: 0.983, Base Lr: 6.52e-03
2024-05-13 17:11:58 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.153, Acc: 0.982, Base Lr: 6.52e-03
2024-05-13 17:12:01 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 0.135, Acc: 0.983, Base Lr: 6.52e-03
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2024-05-13 17:12:07 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 0.118, Acc: 0.985, Base Lr: 6.52e-03
2024-05-13 17:12:10 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.114, Acc: 0.986, Base Lr: 6.52e-03
2024-05-13 17:12:13 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.113, Acc: 0.987, Base Lr: 6.52e-03
2024-05-13 17:12:16 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.116, Acc: 0.987, Base Lr: 6.52e-03
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2024-05-13 17:12:25 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 0.122, Acc: 0.987, Base Lr: 6.52e-03
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2024-05-13 17:12:43 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.120, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-13 17:12:47 transreid.train INFO: Epoch 34 done. Time per epoch: 55.197[s] Speed: 213.3[samples/s]
2024-05-13 17:12:50 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.171, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:12:53 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.164, Acc: 0.987, Base Lr: 6.44e-03
2024-05-13 17:12:56 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.147, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:12:59 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:02 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.146, Acc: 0.987, Base Lr: 6.44e-03
2024-05-13 17:13:05 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.143, Acc: 0.987, Base Lr: 6.44e-03
2024-05-13 17:13:08 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.142, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:11 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-13 17:13:17 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.136, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:20 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.133, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:23 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.132, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:26 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.130, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:29 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.127, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:32 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:35 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.126, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:38 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:13:41 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.123, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:13:42 transreid.train INFO: Epoch 35 done. Time per epoch: 55.136[s] Speed: 213.6[samples/s]
2024-05-13 17:13:45 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.147, Acc: 0.981, Base Lr: 6.35e-03
2024-05-13 17:13:48 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.141, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:13:51 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.131, Acc: 0.989, Base Lr: 6.35e-03
2024-05-13 17:13:54 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.134, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:13:57 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.127, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:14:00 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.127, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:14:03 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.130, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:14:06 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.134, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:14:09 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.129, Acc: 0.989, Base Lr: 6.35e-03
2024-05-13 17:14:12 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.126, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-13 17:14:24 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.35e-03
2024-05-13 17:14:27 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.119, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:14:30 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.117, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:14:33 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.116, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-13 17:14:37 transreid.train INFO: Epoch 36 done. Time per epoch: 55.131[s] Speed: 213.6[samples/s]
2024-05-13 17:14:40 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.151, Acc: 0.980, Base Lr: 6.27e-03
2024-05-13 17:14:43 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.132, Acc: 0.986, Base Lr: 6.27e-03
2024-05-13 17:14:46 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.120, Acc: 0.988, Base Lr: 6.27e-03
2024-05-13 17:14:49 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.111, Acc: 0.989, Base Lr: 6.27e-03
2024-05-13 17:14:52 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.115, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:14:55 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.112, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:14:58 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.111, Acc: 0.989, Base Lr: 6.27e-03
2024-05-13 17:15:01 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.115, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-13 17:15:07 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.113, Acc: 0.989, Base Lr: 6.27e-03
2024-05-13 17:15:10 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.113, Acc: 0.989, Base Lr: 6.27e-03
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2024-05-13 17:15:19 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.107, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:15:22 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.106, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:15:25 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.103, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:15:28 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.27e-03
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2024-05-13 17:15:32 transreid.train INFO: Epoch 37 done. Time per epoch: 55.257[s] Speed: 213.1[samples/s]
2024-05-13 17:15:36 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.134, Acc: 0.991, Base Lr: 6.18e-03
2024-05-13 17:15:39 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.111, Acc: 0.994, Base Lr: 6.18e-03
2024-05-13 17:15:42 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.106, Acc: 0.995, Base Lr: 6.18e-03
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2024-05-13 17:15:51 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.113, Acc: 0.991, Base Lr: 6.18e-03
2024-05-13 17:15:54 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.116, Acc: 0.991, Base Lr: 6.18e-03
2024-05-13 17:15:57 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.116, Acc: 0.991, Base Lr: 6.18e-03
2024-05-13 17:16:00 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.117, Acc: 0.990, Base Lr: 6.18e-03
2024-05-13 17:16:02 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.119, Acc: 0.990, Base Lr: 6.18e-03
2024-05-13 17:16:05 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.119, Acc: 0.990, Base Lr: 6.18e-03
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2024-05-13 17:16:17 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.110, Acc: 0.991, Base Lr: 6.18e-03
2024-05-13 17:16:20 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.107, Acc: 0.991, Base Lr: 6.18e-03
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2024-05-13 17:16:27 transreid.train INFO: Epoch 38 done. Time per epoch: 54.935[s] Speed: 213.2[samples/s]
2024-05-13 17:16:31 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.159, Acc: 0.984, Base Lr: 6.09e-03
2024-05-13 17:16:34 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.134, Acc: 0.989, Base Lr: 6.09e-03
2024-05-13 17:16:37 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.136, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-13 17:16:42 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.124, Acc: 0.989, Base Lr: 6.09e-03
2024-05-13 17:16:45 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.121, Acc: 0.989, Base Lr: 6.09e-03
2024-05-13 17:16:48 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.121, Acc: 0.988, Base Lr: 6.09e-03
2024-05-13 17:16:51 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.118, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-13 17:16:57 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.113, Acc: 0.990, Base Lr: 6.09e-03
2024-05-13 17:17:00 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.110, Acc: 0.990, Base Lr: 6.09e-03
2024-05-13 17:17:03 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.105, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:06 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.101, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:09 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:12 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:15 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.097, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:18 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.097, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:21 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.096, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:17:22 transreid.train INFO: Epoch 39 done. Time per epoch: 54.835[s] Speed: 213.6[samples/s]
2024-05-13 17:17:25 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.133, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:28 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.119, Acc: 0.991, Base Lr: 6.00e-03
2024-05-13 17:17:31 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.122, Acc: 0.990, Base Lr: 6.00e-03
2024-05-13 17:17:34 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.107, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:37 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.103, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:40 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.102, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:43 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:46 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.102, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:49 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:52 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.099, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:55 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.102, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:17:58 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:18:01 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:18:04 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:18:07 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:18:10 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.098, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:18:13 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.095, Acc: 0.993, Base Lr: 6.00e-03
2024-05-13 17:18:16 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.092, Acc: 0.993, Base Lr: 6.00e-03
2024-05-13 17:18:17 transreid.train INFO: Epoch 40 done. Time per epoch: 54.894[s] Speed: 213.4[samples/s]
2024-05-13 17:19:13 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 17:19:13 transreid.train INFO: mAP: 80.6%
2024-05-13 17:19:13 transreid.train INFO: CMC curve, Rank-1  :92.3%
2024-05-13 17:19:13 transreid.train INFO: CMC curve, Rank-5  :97.3%
2024-05-13 17:19:13 transreid.train INFO: CMC curve, Rank-10 :98.3%
2024-05-13 17:19:16 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.106, Acc: 0.995, Base Lr: 5.91e-03
2024-05-13 17:19:19 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.093, Acc: 0.995, Base Lr: 5.91e-03
2024-05-13 17:19:22 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.91e-03
2024-05-13 17:19:25 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.099, Acc: 0.992, Base Lr: 5.91e-03
2024-05-13 17:19:28 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:19:31 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.094, Acc: 0.992, Base Lr: 5.91e-03
2024-05-13 17:19:34 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:19:37 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.092, Acc: 0.994, Base Lr: 5.91e-03
2024-05-13 17:19:40 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.91e-03
2024-05-13 17:19:43 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.91e-03
2024-05-13 17:19:46 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.088, Acc: 0.994, Base Lr: 5.91e-03
2024-05-13 17:19:49 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:19:52 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:19:55 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:19:58 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:20:01 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:20:04 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:20:06 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:20:08 transreid.train INFO: Epoch 41 done. Time per epoch: 55.114[s] Speed: 213.7[samples/s]
2024-05-13 17:20:11 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.131, Acc: 0.991, Base Lr: 5.82e-03
2024-05-13 17:20:14 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.119, Acc: 0.995, Base Lr: 5.82e-03
2024-05-13 17:20:17 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.104, Acc: 0.996, Base Lr: 5.82e-03
2024-05-13 17:20:20 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.098, Acc: 0.995, Base Lr: 5.82e-03
2024-05-13 17:20:23 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.101, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:26 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.096, Acc: 0.995, Base Lr: 5.82e-03
2024-05-13 17:20:29 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.100, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:32 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.097, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:20:35 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.096, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:20:38 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:41 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:44 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:47 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.089, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:20:50 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.087, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:20:53 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:20:56 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:20:59 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:21:02 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.080, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:21:03 transreid.train INFO: Epoch 42 done. Time per epoch: 55.118[s] Speed: 213.7[samples/s]
2024-05-13 17:21:06 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.73e-03
2024-05-13 17:21:09 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.101, Acc: 0.991, Base Lr: 5.73e-03
2024-05-13 17:21:12 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.098, Acc: 0.994, Base Lr: 5.73e-03
2024-05-13 17:21:15 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.094, Acc: 0.994, Base Lr: 5.73e-03
2024-05-13 17:21:18 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:21 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:24 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:27 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.73e-03
2024-05-13 17:21:30 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:33 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.089, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:36 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:39 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:42 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.086, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:45 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:48 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:51 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.081, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:54 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:57 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:21:58 transreid.train INFO: Epoch 43 done. Time per epoch: 55.126[s] Speed: 213.6[samples/s]
2024-05-13 17:22:01 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.079, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:22:04 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.084, Acc: 0.991, Base Lr: 5.63e-03
2024-05-13 17:22:07 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.086, Acc: 0.991, Base Lr: 5.63e-03
2024-05-13 17:22:10 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.082, Acc: 0.992, Base Lr: 5.63e-03
2024-05-13 17:22:13 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.079, Acc: 0.992, Base Lr: 5.63e-03
2024-05-13 17:22:16 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.081, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:19 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:22 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:25 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.082, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:28 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.082, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:31 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:34 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:37 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:40 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:43 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:46 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:22:49 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:22:52 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:22:53 transreid.train INFO: Epoch 44 done. Time per epoch: 55.182[s] Speed: 213.4[samples/s]
2024-05-13 17:22:57 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.073, Acc: 0.998, Base Lr: 5.54e-03
2024-05-13 17:23:00 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.081, Acc: 0.995, Base Lr: 5.54e-03
2024-05-13 17:23:03 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:23:05 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:23:08 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.099, Acc: 0.992, Base Lr: 5.54e-03
2024-05-13 17:23:11 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.54e-03
2024-05-13 17:23:14 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:23:17 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.085, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:20 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.079, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:23 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:26 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.074, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:29 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.073, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:32 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.072, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:35 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.071, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:38 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.070, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:41 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.071, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:44 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.070, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:47 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.068, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:23:48 transreid.train INFO: Epoch 45 done. Time per epoch: 54.951[s] Speed: 213.1[samples/s]
2024-05-13 17:23:52 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:23:54 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.074, Acc: 0.991, Base Lr: 5.44e-03
2024-05-13 17:23:57 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.093, Acc: 0.990, Base Lr: 5.44e-03
2024-05-13 17:24:00 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.084, Acc: 0.991, Base Lr: 5.44e-03
2024-05-13 17:24:03 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.090, Acc: 0.991, Base Lr: 5.44e-03
2024-05-13 17:24:06 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.44e-03
2024-05-13 17:24:09 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:24:12 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.085, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:24:15 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.083, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:24:18 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.082, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:24:21 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.081, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:24:24 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:27 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:30 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:33 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:36 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:39 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.074, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:24:42 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.074, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:24:43 transreid.train INFO: Epoch 46 done. Time per epoch: 54.762[s] Speed: 213.9[samples/s]
2024-05-13 17:24:46 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.065, Acc: 0.992, Base Lr: 5.34e-03
2024-05-13 17:24:49 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.079, Acc: 0.991, Base Lr: 5.34e-03
2024-05-13 17:24:52 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.073, Acc: 0.993, Base Lr: 5.34e-03
2024-05-13 17:24:55 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.072, Acc: 0.994, Base Lr: 5.34e-03
2024-05-13 17:24:58 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.067, Acc: 0.994, Base Lr: 5.34e-03
2024-05-13 17:25:01 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-13 17:25:04 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.34e-03
2024-05-13 17:25:07 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.34e-03
2024-05-13 17:25:10 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-13 17:25:38 transreid.train INFO: Epoch 47 done. Time per epoch: 55.093[s] Speed: 213.7[samples/s]
2024-05-13 17:25:41 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.096, Acc: 0.992, Base Lr: 5.24e-03
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2024-05-13 17:26:33 transreid.train INFO: Epoch 48 done. Time per epoch: 55.156[s] Speed: 213.5[samples/s]
2024-05-13 17:26:37 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.101, Acc: 0.988, Base Lr: 5.14e-03
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2024-05-13 17:27:28 transreid.train INFO: Epoch 49 done. Time per epoch: 54.847[s] Speed: 213.5[samples/s]
2024-05-13 17:27:31 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.077, Acc: 0.995, Base Lr: 5.04e-03
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2024-05-13 17:28:23 transreid.train INFO: Epoch 50 done. Time per epoch: 55.154[s] Speed: 213.5[samples/s]
2024-05-13 17:28:27 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.089, Acc: 0.992, Base Lr: 4.94e-03
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2024-05-13 17:28:47 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-13 17:29:08 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.94e-03
2024-05-13 17:29:11 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-13 17:29:18 transreid.train INFO: Epoch 51 done. Time per epoch: 55.129[s] Speed: 213.6[samples/s]
2024-05-13 17:29:22 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.84e-03
2024-05-13 17:29:25 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.84e-03
2024-05-13 17:29:28 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.055, Acc: 0.998, Base Lr: 4.84e-03
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2024-05-13 17:29:37 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-13 17:29:42 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-13 17:30:13 transreid.train INFO: Epoch 52 done. Time per epoch: 55.203[s] Speed: 213.3[samples/s]
2024-05-13 17:30:17 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.075, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:30:20 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.74e-03
2024-05-13 17:30:23 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.082, Acc: 0.992, Base Lr: 4.74e-03
2024-05-13 17:30:26 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.086, Acc: 0.992, Base Lr: 4.74e-03
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2024-05-13 17:30:32 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.74e-03
2024-05-13 17:30:35 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.74e-03
2024-05-13 17:30:38 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.072, Acc: 0.994, Base Lr: 4.74e-03
2024-05-13 17:30:41 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.74e-03
2024-05-13 17:30:44 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.74e-03
2024-05-13 17:30:47 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.74e-03
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2024-05-13 17:30:53 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.74e-03
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2024-05-13 17:30:59 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.74e-03
2024-05-13 17:31:01 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:31:04 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-13 17:31:09 transreid.train INFO: Epoch 53 done. Time per epoch: 55.248[s] Speed: 213.1[samples/s]
2024-05-13 17:31:12 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.104, Acc: 0.992, Base Lr: 4.63e-03
2024-05-13 17:31:15 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.078, Acc: 0.992, Base Lr: 4.63e-03
2024-05-13 17:31:18 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.63e-03
2024-05-13 17:31:21 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.63e-03
2024-05-13 17:31:24 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.63e-03
2024-05-13 17:31:27 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.63e-03
2024-05-13 17:31:30 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.63e-03
2024-05-13 17:31:33 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.63e-03
2024-05-13 17:31:36 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.63e-03
2024-05-13 17:31:39 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-13 17:31:48 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-13 17:32:00 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.054, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-13 17:32:04 transreid.train INFO: Epoch 54 done. Time per epoch: 55.094[s] Speed: 213.7[samples/s]
2024-05-13 17:32:07 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.076, Acc: 0.991, Base Lr: 4.53e-03
2024-05-13 17:32:10 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.066, Acc: 0.992, Base Lr: 4.53e-03
2024-05-13 17:32:13 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-13 17:32:19 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.065, Acc: 0.994, Base Lr: 4.53e-03
2024-05-13 17:32:22 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.070, Acc: 0.993, Base Lr: 4.53e-03
2024-05-13 17:32:25 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.071, Acc: 0.992, Base Lr: 4.53e-03
2024-05-13 17:32:28 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.068, Acc: 0.993, Base Lr: 4.53e-03
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2024-05-13 17:32:34 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.063, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-13 17:32:59 transreid.train INFO: Epoch 55 done. Time per epoch: 54.890[s] Speed: 213.4[samples/s]
2024-05-13 17:33:02 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.081, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-13 17:33:17 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.43e-03
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2024-05-13 17:33:23 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.43e-03
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2024-05-13 17:33:32 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.43e-03
2024-05-13 17:33:35 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:38 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:41 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:44 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:47 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:50 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:53 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:33:54 transreid.train INFO: Epoch 56 done. Time per epoch: 54.834[s] Speed: 213.6[samples/s]
2024-05-13 17:33:57 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:34:00 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.053, Acc: 0.998, Base Lr: 4.32e-03
2024-05-13 17:34:03 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.32e-03
2024-05-13 17:34:06 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-13 17:34:12 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:34:15 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:18 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:21 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:24 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:27 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:30 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:33 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:36 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:38 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:34:41 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:34:44 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:34:47 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:34:49 transreid.train INFO: Epoch 57 done. Time per epoch: 55.111[s] Speed: 213.7[samples/s]
2024-05-13 17:34:52 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-13 17:34:55 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:34:58 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.22e-03
2024-05-13 17:35:01 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:04 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:07 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:10 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.22e-03
2024-05-13 17:35:13 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:16 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.22e-03
2024-05-13 17:35:19 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:22 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:25 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:28 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:31 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:34 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:37 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:40 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:42 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:35:43 transreid.train INFO: Epoch 58 done. Time per epoch: 54.799[s] Speed: 213.7[samples/s]
2024-05-13 17:35:47 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.062, Acc: 0.992, Base Lr: 4.11e-03
2024-05-13 17:35:50 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:35:53 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:35:56 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:35:59 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:02 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:05 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:08 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:11 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:14 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:17 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:20 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:23 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:36:26 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:36:28 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:36:31 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:36:34 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.042, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:36:37 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:36:39 transreid.train INFO: Epoch 59 done. Time per epoch: 55.208[s] Speed: 213.3[samples/s]
2024-05-13 17:36:42 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 4.01e-03
2024-05-13 17:36:45 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.01e-03
2024-05-13 17:36:48 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.01e-03
2024-05-13 17:36:51 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.01e-03
2024-05-13 17:36:54 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.038, Acc: 0.999, Base Lr: 4.01e-03
2024-05-13 17:36:57 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.01e-03
2024-05-13 17:37:00 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.01e-03
2024-05-13 17:37:03 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:37:06 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:09 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:12 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:15 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:18 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:37:21 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:37:24 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:27 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:37:30 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:37:33 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:37:33 transreid.train INFO: Epoch 60 done. Time per epoch: 54.851[s] Speed: 213.5[samples/s]
2024-05-13 17:38:29 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 17:38:29 transreid.train INFO: mAP: 82.7%
2024-05-13 17:38:29 transreid.train INFO: CMC curve, Rank-1  :92.6%
2024-05-13 17:38:29 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-13 17:38:29 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-13 17:38:33 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:36 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:38:38 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.050, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:38:41 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.052, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:38:44 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.058, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:47 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:50 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:53 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:56 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.054, Acc: 0.995, Base Lr: 3.90e-03
2024-05-13 17:38:59 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.056, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:02 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:05 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.055, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:08 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:11 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:14 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:17 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:20 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:23 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:39:24 transreid.train INFO: Epoch 61 done. Time per epoch: 55.106[s] Speed: 213.7[samples/s]
2024-05-13 17:39:28 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.079, Acc: 0.995, Base Lr: 3.80e-03
2024-05-13 17:39:31 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.067, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:34 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.066, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:37 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.066, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:40 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:43 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.061, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:45 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:39:48 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.064, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:39:51 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.063, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:39:54 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.061, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:39:57 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.058, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:00 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.057, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:03 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.056, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:06 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:09 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:12 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:15 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.050, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 17:40:18 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 3.80e-03
2024-05-13 17:40:19 transreid.train INFO: Epoch 62 done. Time per epoch: 55.021[s] Speed: 212.9[samples/s]
2024-05-13 17:40:23 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.063, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 17:40:26 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.055, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 17:40:29 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.063, Acc: 0.994, Base Lr: 3.69e-03
2024-05-13 17:40:32 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.056, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 17:40:35 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.053, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 17:40:38 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.054, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 17:40:41 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 17:40:44 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.69e-03
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2024-05-13 17:41:14 transreid.train INFO: Epoch 63 done. Time per epoch: 55.111[s] Speed: 212.5[samples/s]
2024-05-13 17:41:18 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.058, Acc: 0.994, Base Lr: 3.59e-03
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2024-05-13 17:42:10 transreid.train INFO: Epoch 64 done. Time per epoch: 55.203[s] Speed: 212.2[samples/s]
2024-05-13 17:42:13 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.053, Acc: 0.992, Base Lr: 3.49e-03
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2024-05-13 17:43:05 transreid.train INFO: Epoch 65 done. Time per epoch: 55.143[s] Speed: 213.6[samples/s]
2024-05-13 17:43:08 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.080, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-13 17:43:29 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-13 17:44:00 transreid.train INFO: Epoch 66 done. Time per epoch: 54.945[s] Speed: 213.2[samples/s]
2024-05-13 17:44:03 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.049, Acc: 0.995, Base Lr: 3.28e-03
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2024-05-13 17:44:45 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.044, Acc: 0.996, Base Lr: 3.28e-03
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2024-05-13 17:44:55 transreid.train INFO: Epoch 67 done. Time per epoch: 55.290[s] Speed: 213.0[samples/s]
2024-05-13 17:44:59 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-13 17:45:50 transreid.train INFO: Epoch 68 done. Time per epoch: 54.844[s] Speed: 213.5[samples/s]
2024-05-13 17:45:53 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-13 17:46:14 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.038, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-13 17:46:45 transreid.train INFO: Epoch 69 done. Time per epoch: 55.261[s] Speed: 213.1[samples/s]
2024-05-13 17:46:49 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.048, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-13 17:47:09 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-13 17:47:40 transreid.train INFO: Epoch 70 done. Time per epoch: 54.731[s] Speed: 214.0[samples/s]
2024-05-13 17:47:43 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.042, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-13 17:48:35 transreid.train INFO: Epoch 71 done. Time per epoch: 55.015[s] Speed: 214.1[samples/s]
2024-05-13 17:48:38 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.040, Acc: 1.000, Base Lr: 2.77e-03
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2024-05-13 17:49:30 transreid.train INFO: Epoch 72 done. Time per epoch: 54.936[s] Speed: 213.2[samples/s]
2024-05-13 17:49:33 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.076, Acc: 0.994, Base Lr: 2.68e-03
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2024-05-13 17:50:25 transreid.train INFO: Epoch 73 done. Time per epoch: 54.864[s] Speed: 213.5[samples/s]
2024-05-13 17:50:28 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.065, Acc: 0.992, Base Lr: 2.58e-03
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2024-05-13 17:51:20 transreid.train INFO: Epoch 74 done. Time per epoch: 55.075[s] Speed: 212.7[samples/s]
2024-05-13 17:51:23 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-13 17:52:15 transreid.train INFO: Epoch 75 done. Time per epoch: 54.816[s] Speed: 213.7[samples/s]
2024-05-13 17:52:18 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.38e-03
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2024-05-13 17:53:09 transreid.train INFO: Epoch 76 done. Time per epoch: 54.899[s] Speed: 213.3[samples/s]
2024-05-13 17:53:13 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-13 17:54:04 transreid.train INFO: Epoch 77 done. Time per epoch: 54.849[s] Speed: 213.5[samples/s]
2024-05-13 17:54:08 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.044, Acc: 0.992, Base Lr: 2.20e-03
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2024-05-13 17:54:59 transreid.train INFO: Epoch 78 done. Time per epoch: 54.785[s] Speed: 213.8[samples/s]
2024-05-13 17:55:03 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-13 17:55:29 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.037, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-13 17:55:41 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.10e-03
2024-05-13 17:55:44 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.032, Acc: 0.999, Base Lr: 2.10e-03
2024-05-13 17:55:47 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.032, Acc: 0.999, Base Lr: 2.10e-03
2024-05-13 17:55:50 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-13 17:55:54 transreid.train INFO: Epoch 79 done. Time per epoch: 55.159[s] Speed: 213.5[samples/s]
2024-05-13 17:55:58 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.034, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:01 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 17:56:04 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.045, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 17:56:07 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:10 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:13 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:16 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-13 17:56:18 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.01e-03
2024-05-13 17:56:21 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:24 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:27 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:30 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.01e-03
2024-05-13 17:56:33 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:36 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.01e-03
2024-05-13 17:56:39 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.01e-03
2024-05-13 17:56:42 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.034, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:45 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:48 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 17:56:49 transreid.train INFO: Epoch 80 done. Time per epoch: 54.924[s] Speed: 213.2[samples/s]
2024-05-13 17:57:45 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 17:57:45 transreid.train INFO: mAP: 84.0%
2024-05-13 17:57:45 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-05-13 17:57:45 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-13 17:57:45 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-13 17:57:48 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.034, Acc: 0.995, Base Lr: 1.92e-03
2024-05-13 17:57:51 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.037, Acc: 0.994, Base Lr: 1.92e-03
2024-05-13 17:57:54 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.035, Acc: 0.995, Base Lr: 1.92e-03
2024-05-13 17:57:57 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.034, Acc: 0.996, Base Lr: 1.92e-03
2024-05-13 17:58:00 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.033, Acc: 0.996, Base Lr: 1.92e-03
2024-05-13 17:58:03 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:06 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:09 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.032, Acc: 0.996, Base Lr: 1.92e-03
2024-05-13 17:58:12 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.033, Acc: 0.996, Base Lr: 1.92e-03
2024-05-13 17:58:15 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:18 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.92e-03
2024-05-13 17:58:21 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:24 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:27 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:30 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:33 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:36 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:39 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.92e-03
2024-05-13 17:58:40 transreid.train INFO: Epoch 81 done. Time per epoch: 55.504[s] Speed: 213.3[samples/s]
2024-05-13 17:58:44 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 1.83e-03
2024-05-13 17:58:47 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:58:50 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:58:53 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:58:55 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:58:58 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:01 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:04 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:07 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:10 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:13 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:16 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.83e-03
2024-05-13 17:59:19 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:22 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:25 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:28 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:31 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:34 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 17:59:35 transreid.train INFO: Epoch 82 done. Time per epoch: 54.759[s] Speed: 213.9[samples/s]
2024-05-13 17:59:38 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:41 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:44 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:47 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:50 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:53 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 17:59:56 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.75e-03
2024-05-13 17:59:59 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:02 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:05 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:08 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:11 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:14 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:17 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:20 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:23 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:26 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:29 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:00:30 transreid.train INFO: Epoch 83 done. Time per epoch: 55.070[s] Speed: 213.8[samples/s]
2024-05-13 18:00:33 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:00:36 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:39 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:42 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:00:45 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:48 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:51 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:54 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:00:57 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:01:00 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:01:03 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:06 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:09 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:12 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:15 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:01:18 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:21 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.66e-03
2024-05-13 18:01:24 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:01:25 transreid.train INFO: Epoch 84 done. Time per epoch: 54.947[s] Speed: 213.2[samples/s]
2024-05-13 18:01:28 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.58e-03
2024-05-13 18:01:31 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:34 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:01:37 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:40 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:43 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:46 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:49 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:52 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:55 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:01:58 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:01 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:04 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:07 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:10 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:13 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:02:16 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:02:19 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:02:20 transreid.train INFO: Epoch 85 done. Time per epoch: 54.796[s] Speed: 213.7[samples/s]
2024-05-13 18:02:23 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:02:26 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:29 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.047, Acc: 0.995, Base Lr: 1.50e-03
2024-05-13 18:02:32 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:35 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.044, Acc: 0.995, Base Lr: 1.50e-03
2024-05-13 18:02:38 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:41 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:44 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:47 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:50 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:02:53 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:02:56 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:02:59 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:02 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:05 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:08 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:11 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:14 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:03:14 transreid.train INFO: Epoch 86 done. Time per epoch: 54.766[s] Speed: 213.9[samples/s]
2024-05-13 18:03:18 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:21 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:24 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:27 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:30 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:33 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:03:36 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.42e-03
2024-05-13 18:03:39 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.42e-03
2024-05-13 18:03:42 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-13 18:04:09 transreid.train INFO: Epoch 87 done. Time per epoch: 54.789[s] Speed: 213.8[samples/s]
2024-05-13 18:04:13 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.061, Acc: 0.992, Base Lr: 1.34e-03
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2024-05-13 18:04:54 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-13 18:05:04 transreid.train INFO: Epoch 88 done. Time per epoch: 54.915[s] Speed: 213.3[samples/s]
2024-05-13 18:05:08 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:05:28 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:05:59 transreid.train INFO: Epoch 89 done. Time per epoch: 55.186[s] Speed: 213.4[samples/s]
2024-05-13 18:06:03 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-13 18:06:24 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-13 18:06:44 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-13 18:06:54 transreid.train INFO: Epoch 90 done. Time per epoch: 54.852[s] Speed: 213.5[samples/s]
2024-05-13 18:06:58 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:07:01 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.035, Acc: 0.995, Base Lr: 1.11e-03
2024-05-13 18:07:04 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.11e-03
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2024-05-13 18:07:12 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:07:15 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:07:18 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-13 18:07:24 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:07:27 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-13 18:07:36 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:07:39 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:07:42 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-13 18:07:49 transreid.train INFO: Epoch 91 done. Time per epoch: 54.768[s] Speed: 213.8[samples/s]
2024-05-13 18:07:53 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.059, Acc: 0.992, Base Lr: 1.04e-03
2024-05-13 18:07:56 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.050, Acc: 0.995, Base Lr: 1.04e-03
2024-05-13 18:07:58 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.04e-03
2024-05-13 18:08:01 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.04e-03
2024-05-13 18:08:04 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.04e-03
2024-05-13 18:08:07 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.04e-03
2024-05-13 18:08:10 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.04e-03
2024-05-13 18:08:13 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.04e-03
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2024-05-13 18:08:34 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-13 18:08:44 transreid.train INFO: Epoch 92 done. Time per epoch: 54.788[s] Speed: 213.8[samples/s]
2024-05-13 18:08:47 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.041, Acc: 0.994, Base Lr: 9.72e-04
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2024-05-13 18:09:02 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.034, Acc: 0.997, Base Lr: 9.72e-04
2024-05-13 18:09:05 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 9.72e-04
2024-05-13 18:09:08 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.72e-04
2024-05-13 18:09:11 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-13 18:09:39 transreid.train INFO: Epoch 93 done. Time per epoch: 54.794[s] Speed: 213.7[samples/s]
2024-05-13 18:09:42 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.06e-04
2024-05-13 18:09:45 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-13 18:10:00 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 9.06e-04
2024-05-13 18:10:03 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-13 18:10:33 transreid.train INFO: Epoch 94 done. Time per epoch: 54.817[s] Speed: 213.7[samples/s]
2024-05-13 18:10:37 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.045, Acc: 0.994, Base Lr: 8.41e-04
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2024-05-13 18:11:01 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.036, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-13 18:11:21 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-13 18:11:28 transreid.train INFO: Epoch 95 done. Time per epoch: 55.057[s] Speed: 213.9[samples/s]
2024-05-13 18:11:32 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:11:35 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.047, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:11:38 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.052, Acc: 0.996, Base Lr: 7.78e-04
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2024-05-13 18:11:53 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.040, Acc: 0.997, Base Lr: 7.78e-04
2024-05-13 18:11:56 transreid.train INFO: Epoch[96] Iter[90/186] Loss: 0.039, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-13 18:12:01 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.036, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-13 18:12:10 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.033, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:12:13 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:12:16 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:12:19 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:12:22 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:12:23 transreid.train INFO: Epoch 96 done. Time per epoch: 54.719[s] Speed: 214.0[samples/s]
2024-05-13 18:12:27 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.019, Acc: 1.000, Base Lr: 7.18e-04
2024-05-13 18:12:30 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.023, Acc: 0.999, Base Lr: 7.18e-04
2024-05-13 18:12:33 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.025, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-13 18:12:42 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:45 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:47 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:50 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:53 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:56 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:12:59 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:13:02 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-13 18:13:08 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:13:11 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:13:14 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:13:17 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:13:18 transreid.train INFO: Epoch 97 done. Time per epoch: 55.172[s] Speed: 213.4[samples/s]
2024-05-13 18:13:22 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:25 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:28 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.035, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:13:31 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.037, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:13:34 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:13:37 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.034, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:13:40 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:13:43 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:46 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:49 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:52 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:54 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:13:57 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:00 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:03 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:06 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:09 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:12 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.024, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:14:13 transreid.train INFO: Epoch 98 done. Time per epoch: 55.136[s] Speed: 213.6[samples/s]
2024-05-13 18:14:17 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:20 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.037, Acc: 0.995, Base Lr: 6.04e-04
2024-05-13 18:14:23 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.033, Acc: 0.996, Base Lr: 6.04e-04
2024-05-13 18:14:26 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.035, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:29 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:32 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:35 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:38 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:41 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:44 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:47 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:50 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:53 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:14:56 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:14:59 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:15:02 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:15:05 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:15:07 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:15:09 transreid.train INFO: Epoch 99 done. Time per epoch: 55.288[s] Speed: 213.0[samples/s]
2024-05-13 18:15:12 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:15:15 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:15:18 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:15:21 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:15:24 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.030, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:27 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:30 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:33 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:36 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.030, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:39 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.030, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:42 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:45 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:48 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:51 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:54 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:15:57 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:16:00 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:16:03 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:16:04 transreid.train INFO: Epoch 100 done. Time per epoch: 55.202[s] Speed: 213.3[samples/s]
2024-05-13 18:17:00 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 18:17:00 transreid.train INFO: mAP: 84.4%
2024-05-13 18:17:00 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-05-13 18:17:00 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-05-13 18:17:00 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-13 18:17:04 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:07 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:10 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:13 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:16 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:19 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.030, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:17:22 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:25 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-13 18:17:33 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:36 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:39 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:42 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:45 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:48 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:51 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:54 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.023, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:17:55 transreid.train INFO: Epoch 101 done. Time per epoch: 55.319[s] Speed: 211.7[samples/s]
2024-05-13 18:17:59 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.022, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:18:02 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:05 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:08 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:11 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:14 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:16 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:19 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:18:22 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:25 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:28 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:31 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:34 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:18:37 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:40 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:43 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:46 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:49 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:18:50 transreid.train INFO: Epoch 102 done. Time per epoch: 54.827[s] Speed: 213.6[samples/s]
2024-05-13 18:18:54 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 4.05e-04
2024-05-13 18:18:56 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.019, Acc: 1.000, Base Lr: 4.05e-04
2024-05-13 18:18:59 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.023, Acc: 0.999, Base Lr: 4.05e-04
2024-05-13 18:19:02 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-13 18:19:11 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-13 18:19:45 transreid.train INFO: Epoch 103 done. Time per epoch: 55.039[s] Speed: 214.0[samples/s]
2024-05-13 18:19:49 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.041, Acc: 0.992, Base Lr: 3.61e-04
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2024-05-13 18:20:40 transreid.train INFO: Epoch 104 done. Time per epoch: 55.048[s] Speed: 213.9[samples/s]
2024-05-13 18:20:44 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.20e-04
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2024-05-13 18:21:35 transreid.train INFO: Epoch 105 done. Time per epoch: 54.726[s] Speed: 214.0[samples/s]
2024-05-13 18:21:38 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-13 18:22:30 transreid.train INFO: Epoch 106 done. Time per epoch: 55.131[s] Speed: 213.6[samples/s]
2024-05-13 18:22:33 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.035, Acc: 0.995, Base Lr: 2.45e-04
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2024-05-13 18:23:25 transreid.train INFO: Epoch 107 done. Time per epoch: 55.139[s] Speed: 213.6[samples/s]
2024-05-13 18:23:29 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-13 18:24:20 transreid.train INFO: Epoch 108 done. Time per epoch: 54.987[s] Speed: 214.2[samples/s]
2024-05-13 18:24:24 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.072, Acc: 0.998, Base Lr: 1.80e-04
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2024-05-13 18:25:15 transreid.train INFO: Epoch 109 done. Time per epoch: 55.030[s] Speed: 214.0[samples/s]
2024-05-13 18:25:19 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.52e-04
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2024-05-13 18:26:10 transreid.train INFO: Epoch 110 done. Time per epoch: 54.780[s] Speed: 213.8[samples/s]
2024-05-13 18:26:13 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-13 18:27:05 transreid.train INFO: Epoch 111 done. Time per epoch: 55.198[s] Speed: 213.3[samples/s]
2024-05-13 18:27:09 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.051, Acc: 0.992, Base Lr: 1.03e-04
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2024-05-13 18:28:00 transreid.train INFO: Epoch 112 done. Time per epoch: 55.113[s] Speed: 213.7[samples/s]
2024-05-13 18:28:04 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-13 18:28:55 transreid.train INFO: Epoch 113 done. Time per epoch: 54.860[s] Speed: 213.5[samples/s]
2024-05-13 18:28:59 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.038, Acc: 0.994, Base Lr: 6.51e-05
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2024-05-13 18:29:50 transreid.train INFO: Epoch 114 done. Time per epoch: 55.057[s] Speed: 213.9[samples/s]
2024-05-13 18:29:54 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.019, Acc: 1.000, Base Lr: 5.02e-05
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2024-05-13 18:30:45 transreid.train INFO: Epoch 115 done. Time per epoch: 55.232[s] Speed: 212.1[samples/s]
2024-05-13 18:30:49 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-13 18:31:41 transreid.train INFO: Epoch 116 done. Time per epoch: 55.167[s] Speed: 213.5[samples/s]
2024-05-13 18:31:44 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.83e-05
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2024-05-13 18:32:36 transreid.train INFO: Epoch 117 done. Time per epoch: 55.034[s] Speed: 214.0[samples/s]
2024-05-13 18:32:39 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.029, Acc: 0.995, Base Lr: 2.15e-05
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2024-05-13 18:33:31 transreid.train INFO: Epoch 118 done. Time per epoch: 55.370[s] Speed: 212.7[samples/s]
2024-05-13 18:33:34 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-13 18:33:58 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:01 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:04 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:07 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:10 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:13 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:16 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:19 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:22 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-13 18:34:25 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 18:34:26 transreid.train INFO: Epoch 119 done. Time per epoch: 55.271[s] Speed: 213.1[samples/s]
2024-05-13 18:34:30 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:33 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 18:34:36 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:39 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:42 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 18:34:45 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:47 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:50 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:53 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:34:56 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 18:34:59 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:02 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:05 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:08 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:11 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:14 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.60e-05
2024-05-13 18:35:17 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 18:35:20 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 18:35:21 transreid.train INFO: Epoch 120 done. Time per epoch: 55.078[s] Speed: 213.8[samples/s]
2024-05-13 18:36:17 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 18:36:17 transreid.train INFO: mAP: 84.5%
2024-05-13 18:36:17 transreid.train INFO: CMC curve, Rank-1  :93.2%
2024-05-13 18:36:17 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-13 18:36:17 transreid.train INFO: CMC curve, Rank-10 :98.6%
