2024-05-20 16:47:12 transreid INFO: Saving model in the path :log/bs_exp/FastViT_SA24_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-20 16:47:12 transreid INFO: Loaded configuration file configs/market/fastvit_sa24.yml
2024-05-20 16:47:12 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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: 0
  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: fastvit_sa24
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/FastViT_SA24.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/bs_exp/FastViT_SA24_Market1501/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-20 16:47:13 transreid.check INFO: Dataset statistics:
2024-05-20 16:47:13 transreid.check INFO:   ----------------------------------------
2024-05-20 16:47:13 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-20 16:47:13 transreid.check INFO:   ----------------------------------------
2024-05-20 16:47:13 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-20 16:47:13 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-20 16:47:13 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-20 16:47:13 transreid.check INFO:   ----------------------------------------
2024-05-20 16:47:17 transreid INFO: ===========using cosine learning rate=======
2024-05-20 16:47:17 transreid.train INFO: start training
2024-05-20 16:47:24 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 13.656, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:25 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 13.191, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:27 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 12.511, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:29 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 12.136, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:30 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 11.759, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:32 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 11.458, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:34 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 11.216, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:36 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.056, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:37 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 10.918, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:39 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.764, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:41 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 10.632, Acc: 0.001, Base Lr: 2.38e-05
2024-05-20 16:47:42 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.514, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:44 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.402, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:46 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.333, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:48 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.230, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:49 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.150, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:51 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.074, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:53 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.025, Acc: 0.002, Base Lr: 2.38e-05
2024-05-20 16:47:53 transreid.train INFO: Epoch 1 done. Time per epoch: 35.964[s] Speed: 325.7[samples/s]
2024-05-20 16:47:56 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.719, Acc: 0.000, Base Lr: 4.36e-05
2024-05-20 16:47:57 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.875, Acc: 0.002, Base Lr: 4.36e-05
2024-05-20 16:47:59 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.799, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:01 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.739, Acc: 0.002, Base Lr: 4.36e-05
2024-05-20 16:48:02 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.664, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:04 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.574, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:06 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.465, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:08 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.418, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:09 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.372, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:11 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.316, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:13 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.269, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:14 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.219, Acc: 0.004, Base Lr: 4.36e-05
2024-05-20 16:48:16 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.171, Acc: 0.004, Base Lr: 4.36e-05
2024-05-20 16:48:18 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.131, Acc: 0.003, Base Lr: 4.36e-05
2024-05-20 16:48:20 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.092, Acc: 0.004, Base Lr: 4.36e-05
2024-05-20 16:48:21 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.064, Acc: 0.004, Base Lr: 4.36e-05
2024-05-20 16:48:23 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.017, Acc: 0.005, Base Lr: 4.36e-05
2024-05-20 16:48:25 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.994, Acc: 0.007, Base Lr: 4.36e-05
2024-05-20 16:48:25 transreid.train INFO: Epoch 2 done. Time per epoch: 32.003[s] Speed: 366.0[samples/s]
2024-05-20 16:48:28 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.688, Acc: 0.005, Base Lr: 6.34e-05
2024-05-20 16:48:29 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.575, Acc: 0.009, Base Lr: 6.34e-05
2024-05-20 16:48:31 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.577, Acc: 0.012, Base Lr: 6.34e-05
2024-05-20 16:48:33 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.527, Acc: 0.022, Base Lr: 6.34e-05
2024-05-20 16:48:34 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.480, Acc: 0.025, Base Lr: 6.34e-05
2024-05-20 16:48:36 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.486, Acc: 0.024, Base Lr: 6.34e-05
2024-05-20 16:48:38 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.462, Acc: 0.027, Base Lr: 6.34e-05
2024-05-20 16:48:40 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.435, Acc: 0.030, Base Lr: 6.34e-05
2024-05-20 16:48:41 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.416, Acc: 0.035, Base Lr: 6.34e-05
2024-05-20 16:48:43 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.384, Acc: 0.039, Base Lr: 6.34e-05
2024-05-20 16:48:45 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.351, Acc: 0.042, Base Lr: 6.34e-05
2024-05-20 16:48:46 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.335, Acc: 0.047, Base Lr: 6.34e-05
2024-05-20 16:48:48 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.332, Acc: 0.051, Base Lr: 6.34e-05
2024-05-20 16:48:50 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.315, Acc: 0.056, Base Lr: 6.34e-05
2024-05-20 16:48:52 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.302, Acc: 0.064, Base Lr: 6.34e-05
2024-05-20 16:48:53 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.299, Acc: 0.072, Base Lr: 6.34e-05
2024-05-20 16:48:55 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.287, Acc: 0.081, Base Lr: 6.34e-05
2024-05-20 16:48:57 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.260, Acc: 0.097, Base Lr: 6.34e-05
2024-05-20 16:48:57 transreid.train INFO: Epoch 3 done. Time per epoch: 32.009[s] Speed: 365.9[samples/s]
2024-05-20 16:49:00 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.176, Acc: 0.081, Base Lr: 8.32e-05
2024-05-20 16:49:01 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.127, Acc: 0.094, Base Lr: 8.32e-05
2024-05-20 16:49:03 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.092, Acc: 0.111, Base Lr: 8.32e-05
2024-05-20 16:49:05 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.095, Acc: 0.114, Base Lr: 8.32e-05
2024-05-20 16:49:06 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.095, Acc: 0.113, Base Lr: 8.32e-05
2024-05-20 16:49:08 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.093, Acc: 0.120, Base Lr: 8.32e-05
2024-05-20 16:49:10 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.086, Acc: 0.128, Base Lr: 8.32e-05
2024-05-20 16:49:12 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.078, Acc: 0.129, Base Lr: 8.32e-05
2024-05-20 16:49:13 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.063, Acc: 0.140, Base Lr: 8.32e-05
2024-05-20 16:49:15 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.053, Acc: 0.145, Base Lr: 8.32e-05
2024-05-20 16:49:17 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.054, Acc: 0.154, Base Lr: 8.32e-05
2024-05-20 16:49:19 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.060, Acc: 0.166, Base Lr: 8.32e-05
2024-05-20 16:49:20 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.041, Acc: 0.178, Base Lr: 8.32e-05
2024-05-20 16:49:22 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.036, Acc: 0.189, Base Lr: 8.32e-05
2024-05-20 16:49:24 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.025, Acc: 0.204, Base Lr: 8.32e-05
2024-05-20 16:49:25 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.011, Acc: 0.219, Base Lr: 8.32e-05
2024-05-20 16:49:27 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.990, Acc: 0.238, Base Lr: 8.32e-05
2024-05-20 16:49:29 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.974, Acc: 0.260, Base Lr: 8.32e-05
2024-05-20 16:49:29 transreid.train INFO: Epoch 4 done. Time per epoch: 32.192[s] Speed: 363.8[samples/s]
2024-05-20 16:49:32 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.085, Acc: 0.138, Base Lr: 1.03e-04
2024-05-20 16:49:34 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.043, Acc: 0.147, Base Lr: 1.03e-04
2024-05-20 16:49:35 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.026, Acc: 0.161, Base Lr: 1.03e-04
2024-05-20 16:49:37 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.000, Acc: 0.166, Base Lr: 1.03e-04
2024-05-20 16:49:39 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.989, Acc: 0.171, Base Lr: 1.03e-04
2024-05-20 16:49:40 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.968, Acc: 0.180, Base Lr: 1.03e-04
2024-05-20 16:49:42 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.949, Acc: 0.193, Base Lr: 1.03e-04
2024-05-20 16:49:44 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.923, Acc: 0.211, Base Lr: 1.03e-04
2024-05-20 16:49:46 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.924, Acc: 0.223, Base Lr: 1.03e-04
2024-05-20 16:49:47 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.916, Acc: 0.235, Base Lr: 1.03e-04
2024-05-20 16:49:49 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.899, Acc: 0.240, Base Lr: 1.03e-04
2024-05-20 16:49:51 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.887, Acc: 0.245, Base Lr: 1.03e-04
2024-05-20 16:49:52 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.888, Acc: 0.253, Base Lr: 1.03e-04
2024-05-20 16:49:54 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.879, Acc: 0.261, Base Lr: 1.03e-04
2024-05-20 16:49:56 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.882, Acc: 0.276, Base Lr: 1.03e-04
2024-05-20 16:49:58 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.874, Acc: 0.288, Base Lr: 1.03e-04
2024-05-20 16:49:59 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.861, Acc: 0.302, Base Lr: 1.03e-04
2024-05-20 16:50:01 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.848, Acc: 0.322, Base Lr: 1.03e-04
2024-05-20 16:50:02 transreid.train INFO: Epoch 5 done. Time per epoch: 32.385[s] Speed: 363.6[samples/s]
2024-05-20 16:50:04 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.777, Acc: 0.175, Base Lr: 1.23e-04
2024-05-20 16:50:06 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.755, Acc: 0.170, Base Lr: 1.23e-04
2024-05-20 16:50:08 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.796, Acc: 0.177, Base Lr: 1.23e-04
2024-05-20 16:50:10 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.784, Acc: 0.189, Base Lr: 1.23e-04
2024-05-20 16:50:11 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.765, Acc: 0.198, Base Lr: 1.23e-04
2024-05-20 16:50:13 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.732, Acc: 0.209, Base Lr: 1.23e-04
2024-05-20 16:50:15 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.746, Acc: 0.214, Base Lr: 1.23e-04
2024-05-20 16:50:16 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.737, Acc: 0.225, Base Lr: 1.23e-04
2024-05-20 16:50:18 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.721, Acc: 0.239, Base Lr: 1.23e-04
2024-05-20 16:50:20 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.722, Acc: 0.241, Base Lr: 1.23e-04
2024-05-20 16:50:21 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.714, Acc: 0.252, Base Lr: 1.23e-04
2024-05-20 16:50:23 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.712, Acc: 0.260, Base Lr: 1.23e-04
2024-05-20 16:50:25 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.720, Acc: 0.266, Base Lr: 1.23e-04
2024-05-20 16:50:27 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.716, Acc: 0.278, Base Lr: 1.23e-04
2024-05-20 16:50:28 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.703, Acc: 0.291, Base Lr: 1.23e-04
2024-05-20 16:50:30 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.689, Acc: 0.304, Base Lr: 1.23e-04
2024-05-20 16:50:32 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.666, Acc: 0.324, Base Lr: 1.23e-04
2024-05-20 16:50:33 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.644, Acc: 0.345, Base Lr: 1.23e-04
2024-05-20 16:50:34 transreid.train INFO: Epoch 6 done. Time per epoch: 32.159[s] Speed: 364.2[samples/s]
2024-05-20 16:50:36 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.734, Acc: 0.172, Base Lr: 1.43e-04
2024-05-20 16:50:38 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.708, Acc: 0.186, Base Lr: 1.43e-04
2024-05-20 16:50:40 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.655, Acc: 0.190, Base Lr: 1.43e-04
2024-05-20 16:50:41 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.629, Acc: 0.198, Base Lr: 1.43e-04
2024-05-20 16:50:43 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.625, Acc: 0.199, Base Lr: 1.43e-04
2024-05-20 16:50:45 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.597, Acc: 0.208, Base Lr: 1.43e-04
2024-05-20 16:50:46 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.576, Acc: 0.225, Base Lr: 1.43e-04
2024-05-20 16:50:48 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.583, Acc: 0.230, Base Lr: 1.43e-04
2024-05-20 16:50:50 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.558, Acc: 0.238, Base Lr: 1.43e-04
2024-05-20 16:50:51 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.546, Acc: 0.243, Base Lr: 1.43e-04
2024-05-20 16:50:53 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.548, Acc: 0.249, Base Lr: 1.43e-04
2024-05-20 16:50:55 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.537, Acc: 0.258, Base Lr: 1.43e-04
2024-05-20 16:50:57 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.523, Acc: 0.266, Base Lr: 1.43e-04
2024-05-20 16:50:58 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 6.502, Acc: 0.279, Base Lr: 1.43e-04
2024-05-20 16:51:00 transreid.train INFO: Epoch[7] Iter[150/186] Loss: 6.486, Acc: 0.292, Base Lr: 1.43e-04
2024-05-20 16:51:02 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 6.466, Acc: 0.308, Base Lr: 1.43e-04
2024-05-20 16:51:03 transreid.train INFO: Epoch[7] Iter[170/186] Loss: 6.453, Acc: 0.326, Base Lr: 1.43e-04
2024-05-20 16:51:05 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 6.424, Acc: 0.351, Base Lr: 1.43e-04
2024-05-20 16:51:06 transreid.train INFO: Epoch 7 done. Time per epoch: 31.604[s] Speed: 370.6[samples/s]
2024-05-20 16:51:08 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.586, Acc: 0.202, Base Lr: 1.62e-04
2024-05-20 16:51:10 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 6.475, Acc: 0.193, Base Lr: 1.62e-04
2024-05-20 16:51:11 transreid.train INFO: Epoch[8] Iter[30/186] Loss: 6.448, Acc: 0.202, Base Lr: 1.62e-04
2024-05-20 16:51:13 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 6.418, Acc: 0.211, Base Lr: 1.62e-04
2024-05-20 16:51:15 transreid.train INFO: Epoch[8] Iter[50/186] Loss: 6.410, Acc: 0.217, Base Lr: 1.62e-04
2024-05-20 16:51:16 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 6.424, Acc: 0.217, Base Lr: 1.62e-04
2024-05-20 16:51:18 transreid.train INFO: Epoch[8] Iter[70/186] Loss: 6.413, Acc: 0.222, Base Lr: 1.62e-04
2024-05-20 16:51:20 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 6.390, Acc: 0.228, Base Lr: 1.62e-04
2024-05-20 16:51:22 transreid.train INFO: Epoch[8] Iter[90/186] Loss: 6.371, Acc: 0.236, Base Lr: 1.62e-04
2024-05-20 16:51:23 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 6.366, Acc: 0.247, Base Lr: 1.62e-04
2024-05-20 16:51:25 transreid.train INFO: Epoch[8] Iter[110/186] Loss: 6.350, Acc: 0.262, Base Lr: 1.62e-04
2024-05-20 16:51:27 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 6.352, Acc: 0.270, Base Lr: 1.62e-04
2024-05-20 16:51:28 transreid.train INFO: Epoch[8] Iter[130/186] Loss: 6.331, Acc: 0.281, Base Lr: 1.62e-04
2024-05-20 16:51:30 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 6.316, Acc: 0.292, Base Lr: 1.62e-04
2024-05-20 16:51:32 transreid.train INFO: Epoch[8] Iter[150/186] Loss: 6.289, Acc: 0.307, Base Lr: 1.62e-04
2024-05-20 16:51:33 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 6.262, Acc: 0.322, Base Lr: 1.62e-04
2024-05-20 16:51:35 transreid.train INFO: Epoch[8] Iter[170/186] Loss: 6.238, Acc: 0.334, Base Lr: 1.62e-04
2024-05-20 16:51:37 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 6.210, Acc: 0.353, Base Lr: 1.62e-04
2024-05-20 16:51:37 transreid.train INFO: Epoch 8 done. Time per epoch: 31.717[s] Speed: 369.3[samples/s]
2024-05-20 16:51:40 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.276, Acc: 0.194, Base Lr: 1.82e-04
2024-05-20 16:51:41 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 6.260, Acc: 0.200, Base Lr: 1.82e-04
2024-05-20 16:51:43 transreid.train INFO: Epoch[9] Iter[30/186] Loss: 6.232, Acc: 0.198, Base Lr: 1.82e-04
2024-05-20 16:51:45 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 6.189, Acc: 0.212, Base Lr: 1.82e-04
2024-05-20 16:51:46 transreid.train INFO: Epoch[9] Iter[50/186] Loss: 6.177, Acc: 0.222, Base Lr: 1.82e-04
2024-05-20 16:51:48 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 6.178, Acc: 0.224, Base Lr: 1.82e-04
2024-05-20 16:51:50 transreid.train INFO: Epoch[9] Iter[70/186] Loss: 6.171, Acc: 0.217, Base Lr: 1.82e-04
2024-05-20 16:51:52 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 6.146, Acc: 0.227, Base Lr: 1.82e-04
2024-05-20 16:51:53 transreid.train INFO: Epoch[9] Iter[90/186] Loss: 6.135, Acc: 0.236, Base Lr: 1.82e-04
2024-05-20 16:51:55 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 6.135, Acc: 0.239, Base Lr: 1.82e-04
2024-05-20 16:51:57 transreid.train INFO: Epoch[9] Iter[110/186] Loss: 6.106, Acc: 0.251, Base Lr: 1.82e-04
2024-05-20 16:51:58 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 6.085, Acc: 0.261, Base Lr: 1.82e-04
2024-05-20 16:52:00 transreid.train INFO: Epoch[9] Iter[130/186] Loss: 6.064, Acc: 0.268, Base Lr: 1.82e-04
2024-05-20 16:52:02 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 6.039, Acc: 0.280, Base Lr: 1.82e-04
2024-05-20 16:52:03 transreid.train INFO: Epoch[9] Iter[150/186] Loss: 6.010, Acc: 0.295, Base Lr: 1.82e-04
2024-05-20 16:52:05 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 5.980, Acc: 0.310, Base Lr: 1.82e-04
2024-05-20 16:52:07 transreid.train INFO: Epoch[9] Iter[170/186] Loss: 5.946, Acc: 0.324, Base Lr: 1.82e-04
2024-05-20 16:52:09 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 5.904, Acc: 0.344, Base Lr: 1.82e-04
2024-05-20 16:52:09 transreid.train INFO: Epoch 9 done. Time per epoch: 31.971[s] Speed: 368.3[samples/s]
2024-05-20 16:52:12 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 5.970, Acc: 0.205, Base Lr: 2.02e-04
2024-05-20 16:52:13 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 6.039, Acc: 0.191, Base Lr: 2.02e-04
2024-05-20 16:52:15 transreid.train INFO: Epoch[10] Iter[30/186] Loss: 6.058, Acc: 0.180, Base Lr: 2.02e-04
2024-05-20 16:52:17 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 6.059, Acc: 0.172, Base Lr: 2.02e-04
2024-05-20 16:52:18 transreid.train INFO: Epoch[10] Iter[50/186] Loss: 6.041, Acc: 0.181, Base Lr: 2.02e-04
2024-05-20 16:52:20 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 6.005, Acc: 0.186, Base Lr: 2.02e-04
2024-05-20 16:52:22 transreid.train INFO: Epoch[10] Iter[70/186] Loss: 5.989, Acc: 0.190, Base Lr: 2.02e-04
2024-05-20 16:52:23 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 5.961, Acc: 0.201, Base Lr: 2.02e-04
2024-05-20 16:52:25 transreid.train INFO: Epoch[10] Iter[90/186] Loss: 5.923, Acc: 0.210, Base Lr: 2.02e-04
2024-05-20 16:52:27 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 5.894, Acc: 0.224, Base Lr: 2.02e-04
2024-05-20 16:52:28 transreid.train INFO: Epoch[10] Iter[110/186] Loss: 5.882, Acc: 0.234, Base Lr: 2.02e-04
2024-05-20 16:52:30 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 5.852, Acc: 0.244, Base Lr: 2.02e-04
2024-05-20 16:52:32 transreid.train INFO: Epoch[10] Iter[130/186] Loss: 5.829, Acc: 0.254, Base Lr: 2.02e-04
2024-05-20 16:52:34 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 5.787, Acc: 0.271, Base Lr: 2.02e-04
2024-05-20 16:52:35 transreid.train INFO: Epoch[10] Iter[150/186] Loss: 5.750, Acc: 0.287, Base Lr: 2.02e-04
2024-05-20 16:52:37 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 5.715, Acc: 0.299, Base Lr: 2.02e-04
2024-05-20 16:52:39 transreid.train INFO: Epoch[10] Iter[170/186] Loss: 5.677, Acc: 0.311, Base Lr: 2.02e-04
2024-05-20 16:52:40 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 5.620, Acc: 0.332, Base Lr: 2.02e-04
2024-05-20 16:52:41 transreid.train INFO: Epoch 10 done. Time per epoch: 31.512[s] Speed: 371.7[samples/s]
2024-05-20 16:52:43 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.793, Acc: 0.230, Base Lr: 2.22e-04
2024-05-20 16:52:45 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 5.734, Acc: 0.205, Base Lr: 2.22e-04
2024-05-20 16:52:47 transreid.train INFO: Epoch[11] Iter[30/186] Loss: 5.730, Acc: 0.202, Base Lr: 2.22e-04
2024-05-20 16:52:48 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 5.720, Acc: 0.199, Base Lr: 2.22e-04
2024-05-20 16:52:50 transreid.train INFO: Epoch[11] Iter[50/186] Loss: 5.716, Acc: 0.203, Base Lr: 2.22e-04
2024-05-20 16:52:52 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 5.706, Acc: 0.207, Base Lr: 2.22e-04
2024-05-20 16:52:53 transreid.train INFO: Epoch[11] Iter[70/186] Loss: 5.687, Acc: 0.202, Base Lr: 2.22e-04
2024-05-20 16:52:55 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 5.649, Acc: 0.211, Base Lr: 2.22e-04
2024-05-20 16:52:57 transreid.train INFO: Epoch[11] Iter[90/186] Loss: 5.624, Acc: 0.215, Base Lr: 2.22e-04
2024-05-20 16:52:58 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 5.604, Acc: 0.221, Base Lr: 2.22e-04
2024-05-20 16:53:00 transreid.train INFO: Epoch[11] Iter[110/186] Loss: 5.580, Acc: 0.224, Base Lr: 2.22e-04
2024-05-20 16:53:02 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 5.542, Acc: 0.233, Base Lr: 2.22e-04
2024-05-20 16:53:03 transreid.train INFO: Epoch[11] Iter[130/186] Loss: 5.505, Acc: 0.243, Base Lr: 2.22e-04
2024-05-20 16:53:05 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 5.461, Acc: 0.257, Base Lr: 2.22e-04
2024-05-20 16:53:07 transreid.train INFO: Epoch[11] Iter[150/186] Loss: 5.416, Acc: 0.271, Base Lr: 2.22e-04
2024-05-20 16:53:08 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 5.379, Acc: 0.284, Base Lr: 2.22e-04
2024-05-20 16:53:10 transreid.train INFO: Epoch[11] Iter[170/186] Loss: 5.331, Acc: 0.302, Base Lr: 2.22e-04
2024-05-20 16:53:12 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 5.262, Acc: 0.328, Base Lr: 2.22e-04
2024-05-20 16:53:12 transreid.train INFO: Epoch 11 done. Time per epoch: 31.515[s] Speed: 371.6[samples/s]
2024-05-20 16:53:15 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.526, Acc: 0.191, Base Lr: 2.42e-04
2024-05-20 16:53:16 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 5.470, Acc: 0.187, Base Lr: 2.42e-04
2024-05-20 16:53:18 transreid.train INFO: Epoch[12] Iter[30/186] Loss: 5.517, Acc: 0.173, Base Lr: 2.42e-04
2024-05-20 16:53:20 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 5.511, Acc: 0.181, Base Lr: 2.42e-04
2024-05-20 16:53:21 transreid.train INFO: Epoch[12] Iter[50/186] Loss: 5.470, Acc: 0.187, Base Lr: 2.42e-04
2024-05-20 16:53:23 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 5.428, Acc: 0.192, Base Lr: 2.42e-04
2024-05-20 16:53:25 transreid.train INFO: Epoch[12] Iter[70/186] Loss: 5.407, Acc: 0.196, Base Lr: 2.42e-04
2024-05-20 16:53:26 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 5.364, Acc: 0.200, Base Lr: 2.42e-04
2024-05-20 16:53:28 transreid.train INFO: Epoch[12] Iter[90/186] Loss: 5.322, Acc: 0.212, Base Lr: 2.42e-04
2024-05-20 16:53:30 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 5.289, Acc: 0.224, Base Lr: 2.42e-04
2024-05-20 16:53:31 transreid.train INFO: Epoch[12] Iter[110/186] Loss: 5.251, Acc: 0.236, Base Lr: 2.42e-04
2024-05-20 16:53:33 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 5.217, Acc: 0.246, Base Lr: 2.42e-04
2024-05-20 16:53:35 transreid.train INFO: Epoch[12] Iter[130/186] Loss: 5.176, Acc: 0.258, Base Lr: 2.42e-04
2024-05-20 16:53:37 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 5.129, Acc: 0.273, Base Lr: 2.42e-04
2024-05-20 16:53:38 transreid.train INFO: Epoch[12] Iter[150/186] Loss: 5.077, Acc: 0.288, Base Lr: 2.42e-04
2024-05-20 16:53:40 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 5.024, Acc: 0.306, Base Lr: 2.42e-04
2024-05-20 16:53:42 transreid.train INFO: Epoch[12] Iter[170/186] Loss: 4.959, Acc: 0.324, Base Lr: 2.42e-04
2024-05-20 16:53:43 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 4.873, Acc: 0.350, Base Lr: 2.42e-04
2024-05-20 16:53:44 transreid.train INFO: Epoch 12 done. Time per epoch: 31.500[s] Speed: 371.8[samples/s]
2024-05-20 16:53:46 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.508, Acc: 0.169, Base Lr: 2.61e-04
2024-05-20 16:53:48 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 5.424, Acc: 0.193, Base Lr: 2.61e-04
2024-05-20 16:53:50 transreid.train INFO: Epoch[13] Iter[30/186] Loss: 5.315, Acc: 0.203, Base Lr: 2.61e-04
2024-05-20 16:53:51 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 5.250, Acc: 0.210, Base Lr: 2.61e-04
2024-05-20 16:53:53 transreid.train INFO: Epoch[13] Iter[50/186] Loss: 5.187, Acc: 0.225, Base Lr: 2.61e-04
2024-05-20 16:53:55 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 5.157, Acc: 0.230, Base Lr: 2.61e-04
2024-05-20 16:53:56 transreid.train INFO: Epoch[13] Iter[70/186] Loss: 5.099, Acc: 0.243, Base Lr: 2.61e-04
2024-05-20 16:53:58 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 5.069, Acc: 0.245, Base Lr: 2.61e-04
2024-05-20 16:54:00 transreid.train INFO: Epoch[13] Iter[90/186] Loss: 5.017, Acc: 0.257, Base Lr: 2.61e-04
2024-05-20 16:54:01 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 4.977, Acc: 0.259, Base Lr: 2.61e-04
2024-05-20 16:54:03 transreid.train INFO: Epoch[13] Iter[110/186] Loss: 4.927, Acc: 0.269, Base Lr: 2.61e-04
2024-05-20 16:54:05 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 4.879, Acc: 0.278, Base Lr: 2.61e-04
2024-05-20 16:54:06 transreid.train INFO: Epoch[13] Iter[130/186] Loss: 4.830, Acc: 0.289, Base Lr: 2.61e-04
2024-05-20 16:54:08 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 4.781, Acc: 0.302, Base Lr: 2.61e-04
2024-05-20 16:54:10 transreid.train INFO: Epoch[13] Iter[150/186] Loss: 4.723, Acc: 0.316, Base Lr: 2.61e-04
2024-05-20 16:54:11 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 4.661, Acc: 0.332, Base Lr: 2.61e-04
2024-05-20 16:54:13 transreid.train INFO: Epoch[13] Iter[170/186] Loss: 4.588, Acc: 0.351, Base Lr: 2.61e-04
2024-05-20 16:54:15 transreid.train INFO: Epoch[13] Iter[180/186] Loss: 4.491, Acc: 0.374, Base Lr: 2.61e-04
2024-05-20 16:54:15 transreid.train INFO: Epoch 13 done. Time per epoch: 31.547[s] Speed: 371.3[samples/s]
2024-05-20 16:54:18 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.009, Acc: 0.222, Base Lr: 2.81e-04
2024-05-20 16:54:19 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 4.938, Acc: 0.228, Base Lr: 2.81e-04
2024-05-20 16:54:21 transreid.train INFO: Epoch[14] Iter[30/186] Loss: 4.964, Acc: 0.225, Base Lr: 2.81e-04
2024-05-20 16:54:23 transreid.train INFO: Epoch[14] Iter[40/186] Loss: 4.911, Acc: 0.239, Base Lr: 2.81e-04
2024-05-20 16:54:24 transreid.train INFO: Epoch[14] Iter[50/186] Loss: 4.883, Acc: 0.240, Base Lr: 2.81e-04
2024-05-20 16:54:26 transreid.train INFO: Epoch[14] Iter[60/186] Loss: 4.815, Acc: 0.248, Base Lr: 2.81e-04
2024-05-20 16:54:28 transreid.train INFO: Epoch[14] Iter[70/186] Loss: 4.766, Acc: 0.258, Base Lr: 2.81e-04
2024-05-20 16:54:29 transreid.train INFO: Epoch[14] Iter[80/186] Loss: 4.711, Acc: 0.267, Base Lr: 2.81e-04
2024-05-20 16:54:31 transreid.train INFO: Epoch[14] Iter[90/186] Loss: 4.659, Acc: 0.280, Base Lr: 2.81e-04
2024-05-20 16:54:33 transreid.train INFO: Epoch[14] Iter[100/186] Loss: 4.615, Acc: 0.288, Base Lr: 2.81e-04
2024-05-20 16:54:35 transreid.train INFO: Epoch[14] Iter[110/186] Loss: 4.583, Acc: 0.296, Base Lr: 2.81e-04
2024-05-20 16:54:36 transreid.train INFO: Epoch[14] Iter[120/186] Loss: 4.544, Acc: 0.305, Base Lr: 2.81e-04
2024-05-20 16:54:38 transreid.train INFO: Epoch[14] Iter[130/186] Loss: 4.499, Acc: 0.313, Base Lr: 2.81e-04
2024-05-20 16:54:40 transreid.train INFO: Epoch[14] Iter[140/186] Loss: 4.452, Acc: 0.327, Base Lr: 2.81e-04
2024-05-20 16:54:41 transreid.train INFO: Epoch[14] Iter[150/186] Loss: 4.403, Acc: 0.339, Base Lr: 2.81e-04
2024-05-20 16:54:43 transreid.train INFO: Epoch[14] Iter[160/186] Loss: 4.333, Acc: 0.360, Base Lr: 2.81e-04
2024-05-20 16:54:45 transreid.train INFO: Epoch[14] Iter[170/186] Loss: 4.240, Acc: 0.383, Base Lr: 2.81e-04
2024-05-20 16:54:46 transreid.train INFO: Epoch[14] Iter[180/186] Loss: 4.146, Acc: 0.408, Base Lr: 2.81e-04
2024-05-20 16:54:47 transreid.train INFO: Epoch 14 done. Time per epoch: 31.616[s] Speed: 372.5[samples/s]
2024-05-20 16:54:49 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 4.665, Acc: 0.252, Base Lr: 3.01e-04
2024-05-20 16:54:51 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 4.582, Acc: 0.255, Base Lr: 3.01e-04
2024-05-20 16:54:53 transreid.train INFO: Epoch[15] Iter[30/186] Loss: 4.574, Acc: 0.263, Base Lr: 3.01e-04
2024-05-20 16:54:54 transreid.train INFO: Epoch[15] Iter[40/186] Loss: 4.590, Acc: 0.257, Base Lr: 3.01e-04
2024-05-20 16:54:56 transreid.train INFO: Epoch[15] Iter[50/186] Loss: 4.561, Acc: 0.266, Base Lr: 3.01e-04
2024-05-20 16:54:58 transreid.train INFO: Epoch[15] Iter[60/186] Loss: 4.541, Acc: 0.268, Base Lr: 3.01e-04
2024-05-20 16:54:59 transreid.train INFO: Epoch[15] Iter[70/186] Loss: 4.524, Acc: 0.270, Base Lr: 3.01e-04
2024-05-20 16:55:01 transreid.train INFO: Epoch[15] Iter[80/186] Loss: 4.480, Acc: 0.277, Base Lr: 3.01e-04
2024-05-20 16:55:03 transreid.train INFO: Epoch[15] Iter[90/186] Loss: 4.424, Acc: 0.291, Base Lr: 3.01e-04
2024-05-20 16:55:04 transreid.train INFO: Epoch[15] Iter[100/186] Loss: 4.391, Acc: 0.300, Base Lr: 3.01e-04
2024-05-20 16:55:06 transreid.train INFO: Epoch[15] Iter[110/186] Loss: 4.324, Acc: 0.315, Base Lr: 3.01e-04
2024-05-20 16:55:08 transreid.train INFO: Epoch[15] Iter[120/186] Loss: 4.260, Acc: 0.332, Base Lr: 3.01e-04
2024-05-20 16:55:10 transreid.train INFO: Epoch[15] Iter[130/186] Loss: 4.191, Acc: 0.351, Base Lr: 3.01e-04
2024-05-20 16:55:11 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 4.126, Acc: 0.370, Base Lr: 3.01e-04
2024-05-20 16:55:13 transreid.train INFO: Epoch[15] Iter[150/186] Loss: 4.062, Acc: 0.385, Base Lr: 3.01e-04
2024-05-20 16:55:15 transreid.train INFO: Epoch[15] Iter[160/186] Loss: 3.977, Acc: 0.408, Base Lr: 3.01e-04
2024-05-20 16:55:16 transreid.train INFO: Epoch[15] Iter[170/186] Loss: 3.896, Acc: 0.429, Base Lr: 3.01e-04
2024-05-20 16:55:18 transreid.train INFO: Epoch[15] Iter[180/186] Loss: 3.801, Acc: 0.451, Base Lr: 3.01e-04
2024-05-20 16:55:19 transreid.train INFO: Epoch 15 done. Time per epoch: 31.554[s] Speed: 371.2[samples/s]
2024-05-20 16:55:21 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 4.514, Acc: 0.250, Base Lr: 3.21e-04
2024-05-20 16:55:23 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 4.293, Acc: 0.283, Base Lr: 3.21e-04
2024-05-20 16:55:24 transreid.train INFO: Epoch[16] Iter[30/186] Loss: 4.315, Acc: 0.284, Base Lr: 3.21e-04
2024-05-20 16:55:26 transreid.train INFO: Epoch[16] Iter[40/186] Loss: 4.312, Acc: 0.279, Base Lr: 3.21e-04
2024-05-20 16:55:28 transreid.train INFO: Epoch[16] Iter[50/186] Loss: 4.287, Acc: 0.289, Base Lr: 3.21e-04
2024-05-20 16:55:29 transreid.train INFO: Epoch[16] Iter[60/186] Loss: 4.263, Acc: 0.298, Base Lr: 3.21e-04
2024-05-20 16:55:31 transreid.train INFO: Epoch[16] Iter[70/186] Loss: 4.222, Acc: 0.305, Base Lr: 3.21e-04
2024-05-20 16:55:33 transreid.train INFO: Epoch[16] Iter[80/186] Loss: 4.180, Acc: 0.320, Base Lr: 3.21e-04
2024-05-20 16:55:34 transreid.train INFO: Epoch[16] Iter[90/186] Loss: 4.136, Acc: 0.330, Base Lr: 3.21e-04
2024-05-20 16:55:36 transreid.train INFO: Epoch[16] Iter[100/186] Loss: 4.060, Acc: 0.351, Base Lr: 3.21e-04
2024-05-20 16:55:38 transreid.train INFO: Epoch[16] Iter[110/186] Loss: 4.015, Acc: 0.364, Base Lr: 3.21e-04
2024-05-20 16:55:40 transreid.train INFO: Epoch[16] Iter[120/186] Loss: 3.940, Acc: 0.383, Base Lr: 3.21e-04
2024-05-20 16:55:41 transreid.train INFO: Epoch[16] Iter[130/186] Loss: 3.878, Acc: 0.397, Base Lr: 3.21e-04
2024-05-20 16:55:43 transreid.train INFO: Epoch[16] Iter[140/186] Loss: 3.812, Acc: 0.415, Base Lr: 3.21e-04
2024-05-20 16:55:45 transreid.train INFO: Epoch[16] Iter[150/186] Loss: 3.736, Acc: 0.434, Base Lr: 3.21e-04
2024-05-20 16:55:46 transreid.train INFO: Epoch[16] Iter[160/186] Loss: 3.654, Acc: 0.453, Base Lr: 3.21e-04
2024-05-20 16:55:48 transreid.train INFO: Epoch[16] Iter[170/186] Loss: 3.565, Acc: 0.475, Base Lr: 3.21e-04
2024-05-20 16:55:50 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 3.459, Acc: 0.499, Base Lr: 3.21e-04
2024-05-20 16:55:50 transreid.train INFO: Epoch 16 done. Time per epoch: 31.680[s] Speed: 369.7[samples/s]
2024-05-20 16:55:53 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 3.962, Acc: 0.364, Base Lr: 3.41e-04
2024-05-20 16:55:54 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 3.986, Acc: 0.342, Base Lr: 3.41e-04
2024-05-20 16:55:56 transreid.train INFO: Epoch[17] Iter[30/186] Loss: 4.017, Acc: 0.341, Base Lr: 3.41e-04
2024-05-20 16:55:58 transreid.train INFO: Epoch[17] Iter[40/186] Loss: 3.997, Acc: 0.345, Base Lr: 3.41e-04
2024-05-20 16:55:59 transreid.train INFO: Epoch[17] Iter[50/186] Loss: 3.969, Acc: 0.359, Base Lr: 3.41e-04
2024-05-20 16:56:01 transreid.train INFO: Epoch[17] Iter[60/186] Loss: 3.948, Acc: 0.368, Base Lr: 3.41e-04
2024-05-20 16:56:03 transreid.train INFO: Epoch[17] Iter[70/186] Loss: 3.882, Acc: 0.383, Base Lr: 3.41e-04
2024-05-20 16:56:04 transreid.train INFO: Epoch[17] Iter[80/186] Loss: 3.826, Acc: 0.394, Base Lr: 3.41e-04
2024-05-20 16:56:06 transreid.train INFO: Epoch[17] Iter[90/186] Loss: 3.765, Acc: 0.402, Base Lr: 3.41e-04
2024-05-20 16:56:08 transreid.train INFO: Epoch[17] Iter[100/186] Loss: 3.702, Acc: 0.415, Base Lr: 3.41e-04
2024-05-20 16:56:09 transreid.train INFO: Epoch[17] Iter[110/186] Loss: 3.652, Acc: 0.428, Base Lr: 3.41e-04
2024-05-20 16:56:11 transreid.train INFO: Epoch[17] Iter[120/186] Loss: 3.596, Acc: 0.441, Base Lr: 3.41e-04
2024-05-20 16:56:13 transreid.train INFO: Epoch[17] Iter[130/186] Loss: 3.531, Acc: 0.457, Base Lr: 3.41e-04
2024-05-20 16:56:15 transreid.train INFO: Epoch[17] Iter[140/186] Loss: 3.465, Acc: 0.474, Base Lr: 3.41e-04
2024-05-20 16:56:16 transreid.train INFO: Epoch[17] Iter[150/186] Loss: 3.402, Acc: 0.488, Base Lr: 3.41e-04
2024-05-20 16:56:18 transreid.train INFO: Epoch[17] Iter[160/186] Loss: 3.343, Acc: 0.503, Base Lr: 3.41e-04
2024-05-20 16:56:20 transreid.train INFO: Epoch[17] Iter[170/186] Loss: 3.253, Acc: 0.524, Base Lr: 3.41e-04
2024-05-20 16:56:21 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 3.158, Acc: 0.545, Base Lr: 3.41e-04
2024-05-20 16:56:22 transreid.train INFO: Epoch 17 done. Time per epoch: 31.587[s] Speed: 370.8[samples/s]
2024-05-20 16:56:24 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 4.005, Acc: 0.317, Base Lr: 3.60e-04
2024-05-20 16:56:26 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 3.987, Acc: 0.329, Base Lr: 3.60e-04
2024-05-20 16:56:28 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 3.868, Acc: 0.361, Base Lr: 3.60e-04
2024-05-20 16:56:29 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 3.830, Acc: 0.380, Base Lr: 3.60e-04
2024-05-20 16:56:31 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 3.767, Acc: 0.388, Base Lr: 3.60e-04
2024-05-20 16:56:33 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 3.773, Acc: 0.384, Base Lr: 3.60e-04
2024-05-20 16:56:34 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 3.674, Acc: 0.401, Base Lr: 3.60e-04
2024-05-20 16:56:36 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 3.611, Acc: 0.416, Base Lr: 3.60e-04
2024-05-20 16:56:38 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 3.532, Acc: 0.431, Base Lr: 3.60e-04
2024-05-20 16:56:39 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 3.466, Acc: 0.440, Base Lr: 3.60e-04
2024-05-20 16:56:41 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 3.396, Acc: 0.456, Base Lr: 3.60e-04
2024-05-20 16:56:43 transreid.train INFO: Epoch[18] Iter[120/186] Loss: 3.343, Acc: 0.470, Base Lr: 3.60e-04
2024-05-20 16:56:44 transreid.train INFO: Epoch[18] Iter[130/186] Loss: 3.269, Acc: 0.488, Base Lr: 3.60e-04
2024-05-20 16:56:46 transreid.train INFO: Epoch[18] Iter[140/186] Loss: 3.192, Acc: 0.509, Base Lr: 3.60e-04
2024-05-20 16:56:48 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 3.114, Acc: 0.527, Base Lr: 3.60e-04
2024-05-20 16:56:49 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 3.035, Acc: 0.545, Base Lr: 3.60e-04
2024-05-20 16:56:51 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 2.960, Acc: 0.562, Base Lr: 3.60e-04
2024-05-20 16:56:53 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 2.868, Acc: 0.581, Base Lr: 3.60e-04
2024-05-20 16:56:53 transreid.train INFO: Epoch 18 done. Time per epoch: 31.587[s] Speed: 370.8[samples/s]
2024-05-20 16:56:56 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 3.613, Acc: 0.406, Base Lr: 3.80e-04
2024-05-20 16:56:57 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 3.650, Acc: 0.380, Base Lr: 3.80e-04
2024-05-20 16:56:59 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 3.586, Acc: 0.385, Base Lr: 3.80e-04
2024-05-20 16:57:01 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 3.500, Acc: 0.412, Base Lr: 3.80e-04
2024-05-20 16:57:02 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 3.485, Acc: 0.415, Base Lr: 3.80e-04
2024-05-20 16:57:04 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 3.377, Acc: 0.440, Base Lr: 3.80e-04
2024-05-20 16:57:06 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 3.321, Acc: 0.455, Base Lr: 3.80e-04
2024-05-20 16:57:08 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 3.247, Acc: 0.474, Base Lr: 3.80e-04
2024-05-20 16:57:09 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 3.197, Acc: 0.487, Base Lr: 3.80e-04
2024-05-20 16:57:11 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 3.158, Acc: 0.500, Base Lr: 3.80e-04
2024-05-20 16:57:13 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 3.087, Acc: 0.517, Base Lr: 3.80e-04
2024-05-20 16:57:14 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 3.038, Acc: 0.529, Base Lr: 3.80e-04
2024-05-20 16:57:16 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 2.983, Acc: 0.541, Base Lr: 3.80e-04
2024-05-20 16:57:18 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 2.918, Acc: 0.556, Base Lr: 3.80e-04
2024-05-20 16:57:19 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 2.839, Acc: 0.574, Base Lr: 3.80e-04
2024-05-20 16:57:21 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 2.762, Acc: 0.593, Base Lr: 3.80e-04
2024-05-20 16:57:23 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 2.676, Acc: 0.612, Base Lr: 3.80e-04
2024-05-20 16:57:24 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 2.588, Acc: 0.630, Base Lr: 3.80e-04
2024-05-20 16:57:25 transreid.train INFO: Epoch 19 done. Time per epoch: 31.707[s] Speed: 371.4[samples/s]
2024-05-20 16:57:27 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.052, Acc: 0.494, Base Lr: 3.73e-04
2024-05-20 16:57:29 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 3.111, Acc: 0.494, Base Lr: 3.73e-04
2024-05-20 16:57:31 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 3.172, Acc: 0.483, Base Lr: 3.73e-04
2024-05-20 16:57:32 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 3.133, Acc: 0.490, Base Lr: 3.73e-04
2024-05-20 16:57:34 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 3.089, Acc: 0.500, Base Lr: 3.73e-04
2024-05-20 16:57:36 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 3.038, Acc: 0.509, Base Lr: 3.73e-04
2024-05-20 16:57:38 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 3.019, Acc: 0.513, Base Lr: 3.73e-04
2024-05-20 16:57:39 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 2.943, Acc: 0.529, Base Lr: 3.73e-04
2024-05-20 16:57:41 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 2.891, Acc: 0.543, Base Lr: 3.73e-04
2024-05-20 16:57:43 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 2.843, Acc: 0.553, Base Lr: 3.73e-04
2024-05-20 16:57:44 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 2.775, Acc: 0.572, Base Lr: 3.73e-04
2024-05-20 16:57:46 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 2.723, Acc: 0.584, Base Lr: 3.73e-04
2024-05-20 16:57:48 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 2.664, Acc: 0.595, Base Lr: 3.73e-04
2024-05-20 16:57:49 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 2.610, Acc: 0.608, Base Lr: 3.73e-04
2024-05-20 16:57:51 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 2.552, Acc: 0.619, Base Lr: 3.73e-04
2024-05-20 16:57:53 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 2.487, Acc: 0.633, Base Lr: 3.73e-04
2024-05-20 16:57:54 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 2.416, Acc: 0.649, Base Lr: 3.73e-04
2024-05-20 16:57:56 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 2.328, Acc: 0.666, Base Lr: 3.73e-04
2024-05-20 16:57:57 transreid.train INFO: Epoch 20 done. Time per epoch: 31.454[s] Speed: 372.4[samples/s]
2024-05-20 16:58:23 transreid.train INFO: Validation Results - Epoch: 20
2024-05-20 16:58:23 transreid.train INFO: mAP: 88.0%
2024-05-20 16:58:23 transreid.train INFO: CMC curve, Rank-1  :94.8%
2024-05-20 16:58:23 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-20 16:58:23 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-20 16:58:26 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 3.204, Acc: 0.461, Base Lr: 3.71e-04
2024-05-20 16:58:27 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 3.094, Acc: 0.470, Base Lr: 3.71e-04
2024-05-20 16:58:29 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 3.088, Acc: 0.467, Base Lr: 3.71e-04
2024-05-20 16:58:31 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 3.047, Acc: 0.479, Base Lr: 3.71e-04
2024-05-20 16:58:32 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 2.947, Acc: 0.501, Base Lr: 3.71e-04
2024-05-20 16:58:34 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 2.864, Acc: 0.526, Base Lr: 3.71e-04
2024-05-20 16:58:36 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 2.806, Acc: 0.538, Base Lr: 3.71e-04
2024-05-20 16:58:37 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 2.758, Acc: 0.555, Base Lr: 3.71e-04
2024-05-20 16:58:39 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 2.690, Acc: 0.569, Base Lr: 3.71e-04
2024-05-20 16:58:41 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 2.618, Acc: 0.585, Base Lr: 3.71e-04
2024-05-20 16:58:43 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 2.568, Acc: 0.598, Base Lr: 3.71e-04
2024-05-20 16:58:44 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 2.520, Acc: 0.611, Base Lr: 3.71e-04
2024-05-20 16:58:46 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 2.460, Acc: 0.624, Base Lr: 3.71e-04
2024-05-20 16:58:48 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 2.403, Acc: 0.637, Base Lr: 3.71e-04
2024-05-20 16:58:49 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 2.335, Acc: 0.655, Base Lr: 3.71e-04
2024-05-20 16:58:51 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 2.263, Acc: 0.672, Base Lr: 3.71e-04
2024-05-20 16:58:53 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 2.189, Acc: 0.688, Base Lr: 3.71e-04
2024-05-20 16:58:54 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 2.118, Acc: 0.704, Base Lr: 3.71e-04
2024-05-20 16:58:55 transreid.train INFO: Epoch 21 done. Time per epoch: 31.835[s] Speed: 369.9[samples/s]
2024-05-20 16:58:57 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 2.912, Acc: 0.494, Base Lr: 3.68e-04
2024-05-20 16:58:59 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 3.013, Acc: 0.481, Base Lr: 3.68e-04
2024-05-20 16:59:01 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 2.844, Acc: 0.517, Base Lr: 3.68e-04
2024-05-20 16:59:02 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 2.761, Acc: 0.538, Base Lr: 3.68e-04
2024-05-20 16:59:04 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 2.708, Acc: 0.553, Base Lr: 3.68e-04
2024-05-20 16:59:06 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 2.638, Acc: 0.572, Base Lr: 3.68e-04
2024-05-20 16:59:07 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 2.604, Acc: 0.579, Base Lr: 3.68e-04
2024-05-20 16:59:09 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 2.562, Acc: 0.589, Base Lr: 3.68e-04
2024-05-20 16:59:11 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 2.478, Acc: 0.608, Base Lr: 3.68e-04
2024-05-20 16:59:13 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 2.417, Acc: 0.624, Base Lr: 3.68e-04
2024-05-20 16:59:14 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 2.343, Acc: 0.641, Base Lr: 3.68e-04
2024-05-20 16:59:16 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 2.286, Acc: 0.656, Base Lr: 3.68e-04
2024-05-20 16:59:18 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 2.227, Acc: 0.668, Base Lr: 3.68e-04
2024-05-20 16:59:19 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 2.174, Acc: 0.681, Base Lr: 3.68e-04
2024-05-20 16:59:21 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 2.115, Acc: 0.693, Base Lr: 3.68e-04
2024-05-20 16:59:23 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 2.052, Acc: 0.707, Base Lr: 3.68e-04
2024-05-20 16:59:24 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 1.986, Acc: 0.722, Base Lr: 3.68e-04
2024-05-20 16:59:26 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 1.912, Acc: 0.736, Base Lr: 3.68e-04
2024-05-20 16:59:27 transreid.train INFO: Epoch 22 done. Time per epoch: 31.630[s] Speed: 370.3[samples/s]
2024-05-20 16:59:29 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 2.724, Acc: 0.541, Base Lr: 3.65e-04
2024-05-20 16:59:31 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 2.761, Acc: 0.529, Base Lr: 3.65e-04
2024-05-20 16:59:32 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 2.646, Acc: 0.554, Base Lr: 3.65e-04
2024-05-20 16:59:34 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 2.593, Acc: 0.564, Base Lr: 3.65e-04
2024-05-20 16:59:36 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 2.531, Acc: 0.575, Base Lr: 3.65e-04
2024-05-20 16:59:37 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 2.466, Acc: 0.592, Base Lr: 3.65e-04
2024-05-20 16:59:39 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 2.421, Acc: 0.603, Base Lr: 3.65e-04
2024-05-20 16:59:41 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 2.362, Acc: 0.622, Base Lr: 3.65e-04
2024-05-20 16:59:43 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 2.294, Acc: 0.640, Base Lr: 3.65e-04
2024-05-20 16:59:44 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 2.235, Acc: 0.655, Base Lr: 3.65e-04
2024-05-20 16:59:46 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 2.166, Acc: 0.673, Base Lr: 3.65e-04
2024-05-20 16:59:48 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 2.125, Acc: 0.684, Base Lr: 3.65e-04
2024-05-20 16:59:49 transreid.train INFO: Epoch[23] Iter[130/186] Loss: 2.064, Acc: 0.697, Base Lr: 3.65e-04
2024-05-20 16:59:51 transreid.train INFO: Epoch[23] Iter[140/186] Loss: 1.991, Acc: 0.714, Base Lr: 3.65e-04
2024-05-20 16:59:53 transreid.train INFO: Epoch[23] Iter[150/186] Loss: 1.936, Acc: 0.726, Base Lr: 3.65e-04
2024-05-20 16:59:54 transreid.train INFO: Epoch[23] Iter[160/186] Loss: 1.886, Acc: 0.737, Base Lr: 3.65e-04
2024-05-20 16:59:56 transreid.train INFO: Epoch[23] Iter[170/186] Loss: 1.824, Acc: 0.748, Base Lr: 3.65e-04
2024-05-20 16:59:58 transreid.train INFO: Epoch[23] Iter[180/186] Loss: 1.761, Acc: 0.759, Base Lr: 3.65e-04
2024-05-20 16:59:58 transreid.train INFO: Epoch 23 done. Time per epoch: 31.635[s] Speed: 370.2[samples/s]
2024-05-20 17:00:01 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 2.516, Acc: 0.561, Base Lr: 3.62e-04
2024-05-20 17:00:02 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 2.574, Acc: 0.563, Base Lr: 3.62e-04
2024-05-20 17:00:04 transreid.train INFO: Epoch[24] Iter[30/186] Loss: 2.464, Acc: 0.585, Base Lr: 3.62e-04
2024-05-20 17:00:06 transreid.train INFO: Epoch[24] Iter[40/186] Loss: 2.423, Acc: 0.593, Base Lr: 3.62e-04
2024-05-20 17:00:07 transreid.train INFO: Epoch[24] Iter[50/186] Loss: 2.349, Acc: 0.612, Base Lr: 3.62e-04
2024-05-20 17:00:09 transreid.train INFO: Epoch[24] Iter[60/186] Loss: 2.323, Acc: 0.620, Base Lr: 3.62e-04
2024-05-20 17:00:11 transreid.train INFO: Epoch[24] Iter[70/186] Loss: 2.262, Acc: 0.634, Base Lr: 3.62e-04
2024-05-20 17:00:12 transreid.train INFO: Epoch[24] Iter[80/186] Loss: 2.195, Acc: 0.650, Base Lr: 3.62e-04
2024-05-20 17:00:14 transreid.train INFO: Epoch[24] Iter[90/186] Loss: 2.125, Acc: 0.666, Base Lr: 3.62e-04
2024-05-20 17:00:16 transreid.train INFO: Epoch[24] Iter[100/186] Loss: 2.070, Acc: 0.678, Base Lr: 3.62e-04
2024-05-20 17:00:18 transreid.train INFO: Epoch[24] Iter[110/186] Loss: 2.002, Acc: 0.695, Base Lr: 3.62e-04
2024-05-20 17:00:19 transreid.train INFO: Epoch[24] Iter[120/186] Loss: 1.950, Acc: 0.707, Base Lr: 3.62e-04
2024-05-20 17:00:21 transreid.train INFO: Epoch[24] Iter[130/186] Loss: 1.889, Acc: 0.722, Base Lr: 3.62e-04
2024-05-20 17:00:23 transreid.train INFO: Epoch[24] Iter[140/186] Loss: 1.841, Acc: 0.732, Base Lr: 3.62e-04
2024-05-20 17:00:24 transreid.train INFO: Epoch[24] Iter[150/186] Loss: 1.782, Acc: 0.745, Base Lr: 3.62e-04
2024-05-20 17:00:26 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 1.721, Acc: 0.758, Base Lr: 3.62e-04
2024-05-20 17:00:28 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 1.662, Acc: 0.770, Base Lr: 3.62e-04
2024-05-20 17:00:29 transreid.train INFO: Epoch[24] Iter[180/186] Loss: 1.601, Acc: 0.781, Base Lr: 3.62e-04
2024-05-20 17:00:30 transreid.train INFO: Epoch 24 done. Time per epoch: 31.808[s] Speed: 370.2[samples/s]
2024-05-20 17:00:32 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 2.488, Acc: 0.581, Base Lr: 3.59e-04
2024-05-20 17:00:34 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 2.287, Acc: 0.613, Base Lr: 3.59e-04
2024-05-20 17:00:36 transreid.train INFO: Epoch[25] Iter[30/186] Loss: 2.242, Acc: 0.615, Base Lr: 3.59e-04
2024-05-20 17:00:38 transreid.train INFO: Epoch[25] Iter[40/186] Loss: 2.203, Acc: 0.629, Base Lr: 3.59e-04
2024-05-20 17:00:39 transreid.train INFO: Epoch[25] Iter[50/186] Loss: 2.124, Acc: 0.646, Base Lr: 3.59e-04
2024-05-20 17:00:41 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 2.066, Acc: 0.662, Base Lr: 3.59e-04
2024-05-20 17:00:43 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 2.037, Acc: 0.675, Base Lr: 3.59e-04
2024-05-20 17:00:44 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 1.980, Acc: 0.689, Base Lr: 3.59e-04
2024-05-20 17:00:46 transreid.train INFO: Epoch[25] Iter[90/186] Loss: 1.948, Acc: 0.698, Base Lr: 3.59e-04
2024-05-20 17:00:48 transreid.train INFO: Epoch[25] Iter[100/186] Loss: 1.890, Acc: 0.712, Base Lr: 3.59e-04
2024-05-20 17:00:49 transreid.train INFO: Epoch[25] Iter[110/186] Loss: 1.833, Acc: 0.723, Base Lr: 3.59e-04
2024-05-20 17:00:51 transreid.train INFO: Epoch[25] Iter[120/186] Loss: 1.786, Acc: 0.734, Base Lr: 3.59e-04
2024-05-20 17:00:53 transreid.train INFO: Epoch[25] Iter[130/186] Loss: 1.746, Acc: 0.744, Base Lr: 3.59e-04
2024-05-20 17:00:54 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 1.694, Acc: 0.755, Base Lr: 3.59e-04
2024-05-20 17:00:56 transreid.train INFO: Epoch[25] Iter[150/186] Loss: 1.655, Acc: 0.764, Base Lr: 3.59e-04
2024-05-20 17:00:58 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 1.596, Acc: 0.775, Base Lr: 3.59e-04
2024-05-20 17:00:59 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 1.538, Acc: 0.785, Base Lr: 3.59e-04
2024-05-20 17:01:01 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 1.478, Acc: 0.796, Base Lr: 3.59e-04
2024-05-20 17:01:02 transreid.train INFO: Epoch 25 done. Time per epoch: 31.641[s] Speed: 370.2[samples/s]
2024-05-20 17:01:04 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 2.309, Acc: 0.611, Base Lr: 3.56e-04
2024-05-20 17:01:06 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 2.266, Acc: 0.616, Base Lr: 3.56e-04
2024-05-20 17:01:07 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 2.224, Acc: 0.620, Base Lr: 3.56e-04
2024-05-20 17:01:09 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 2.124, Acc: 0.645, Base Lr: 3.56e-04
2024-05-20 17:01:11 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 2.069, Acc: 0.659, Base Lr: 3.56e-04
2024-05-20 17:01:13 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 2.028, Acc: 0.664, Base Lr: 3.56e-04
2024-05-20 17:01:14 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 1.970, Acc: 0.674, Base Lr: 3.56e-04
2024-05-20 17:01:16 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 1.916, Acc: 0.685, Base Lr: 3.56e-04
2024-05-20 17:01:18 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 1.847, Acc: 0.704, Base Lr: 3.56e-04
2024-05-20 17:01:19 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 1.801, Acc: 0.717, Base Lr: 3.56e-04
2024-05-20 17:01:21 transreid.train INFO: Epoch[26] Iter[110/186] Loss: 1.733, Acc: 0.734, Base Lr: 3.56e-04
2024-05-20 17:01:23 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 1.684, Acc: 0.747, Base Lr: 3.56e-04
2024-05-20 17:01:24 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 1.624, Acc: 0.761, Base Lr: 3.56e-04
2024-05-20 17:01:26 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 1.577, Acc: 0.772, Base Lr: 3.56e-04
2024-05-20 17:01:28 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 1.518, Acc: 0.785, Base Lr: 3.56e-04
2024-05-20 17:01:29 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 1.463, Acc: 0.796, Base Lr: 3.56e-04
2024-05-20 17:01:31 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 1.413, Acc: 0.805, Base Lr: 3.56e-04
2024-05-20 17:01:33 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 1.359, Acc: 0.815, Base Lr: 3.56e-04
2024-05-20 17:01:33 transreid.train INFO: Epoch 26 done. Time per epoch: 31.668[s] Speed: 369.8[samples/s]
2024-05-20 17:01:36 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 2.312, Acc: 0.614, Base Lr: 3.52e-04
2024-05-20 17:01:37 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 2.195, Acc: 0.627, Base Lr: 3.52e-04
2024-05-20 17:01:39 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 2.114, Acc: 0.642, Base Lr: 3.52e-04
2024-05-20 17:01:41 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 2.018, Acc: 0.663, Base Lr: 3.52e-04
2024-05-20 17:01:43 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 1.944, Acc: 0.676, Base Lr: 3.52e-04
2024-05-20 17:01:44 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 1.862, Acc: 0.699, Base Lr: 3.52e-04
2024-05-20 17:01:46 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 1.797, Acc: 0.715, Base Lr: 3.52e-04
2024-05-20 17:01:48 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 1.742, Acc: 0.729, Base Lr: 3.52e-04
2024-05-20 17:01:49 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 1.689, Acc: 0.741, Base Lr: 3.52e-04
2024-05-20 17:01:51 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 1.648, Acc: 0.753, Base Lr: 3.52e-04
2024-05-20 17:01:53 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 1.598, Acc: 0.765, Base Lr: 3.52e-04
2024-05-20 17:01:54 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 1.541, Acc: 0.777, Base Lr: 3.52e-04
2024-05-20 17:01:56 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 1.494, Acc: 0.787, Base Lr: 3.52e-04
2024-05-20 17:01:58 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 1.450, Acc: 0.795, Base Lr: 3.52e-04
2024-05-20 17:01:59 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 1.409, Acc: 0.804, Base Lr: 3.52e-04
2024-05-20 17:02:01 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 1.361, Acc: 0.814, Base Lr: 3.52e-04
2024-05-20 17:02:03 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 1.313, Acc: 0.823, Base Lr: 3.52e-04
2024-05-20 17:02:04 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 1.259, Acc: 0.832, Base Lr: 3.52e-04
2024-05-20 17:02:05 transreid.train INFO: Epoch 27 done. Time per epoch: 31.647[s] Speed: 370.1[samples/s]
2024-05-20 17:02:07 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 1.928, Acc: 0.653, Base Lr: 3.49e-04
2024-05-20 17:02:09 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 1.820, Acc: 0.693, Base Lr: 3.49e-04
2024-05-20 17:02:11 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 1.811, Acc: 0.694, Base Lr: 3.49e-04
2024-05-20 17:02:13 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 1.797, Acc: 0.707, Base Lr: 3.49e-04
2024-05-20 17:02:14 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 1.733, Acc: 0.714, Base Lr: 3.49e-04
2024-05-20 17:02:16 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 1.702, Acc: 0.721, Base Lr: 3.49e-04
2024-05-20 17:02:18 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 1.667, Acc: 0.729, Base Lr: 3.49e-04
2024-05-20 17:02:19 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 1.610, Acc: 0.745, Base Lr: 3.49e-04
2024-05-20 17:02:21 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 1.539, Acc: 0.760, Base Lr: 3.49e-04
2024-05-20 17:02:23 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 1.484, Acc: 0.774, Base Lr: 3.49e-04
2024-05-20 17:02:24 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 1.440, Acc: 0.783, Base Lr: 3.49e-04
2024-05-20 17:02:26 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 1.396, Acc: 0.793, Base Lr: 3.49e-04
2024-05-20 17:02:28 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 1.356, Acc: 0.802, Base Lr: 3.49e-04
2024-05-20 17:02:30 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 1.310, Acc: 0.811, Base Lr: 3.49e-04
2024-05-20 17:02:31 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 1.269, Acc: 0.819, Base Lr: 3.49e-04
2024-05-20 17:02:33 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 1.227, Acc: 0.828, Base Lr: 3.49e-04
2024-05-20 17:02:35 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 1.191, Acc: 0.835, Base Lr: 3.49e-04
2024-05-20 17:02:36 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 1.150, Acc: 0.842, Base Lr: 3.49e-04
2024-05-20 17:02:37 transreid.train INFO: Epoch 28 done. Time per epoch: 31.865[s] Speed: 367.5[samples/s]
2024-05-20 17:02:39 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.081, Acc: 0.605, Base Lr: 3.45e-04
2024-05-20 17:02:41 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 1.994, Acc: 0.636, Base Lr: 3.45e-04
2024-05-20 17:02:43 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 1.886, Acc: 0.679, Base Lr: 3.45e-04
2024-05-20 17:02:44 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 1.799, Acc: 0.697, Base Lr: 3.45e-04
2024-05-20 17:02:46 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 1.696, Acc: 0.719, Base Lr: 3.45e-04
2024-05-20 17:02:48 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 1.635, Acc: 0.736, Base Lr: 3.45e-04
2024-05-20 17:02:49 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 1.570, Acc: 0.751, Base Lr: 3.45e-04
2024-05-20 17:02:51 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 1.518, Acc: 0.761, Base Lr: 3.45e-04
2024-05-20 17:02:53 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 1.475, Acc: 0.769, Base Lr: 3.45e-04
2024-05-20 17:02:55 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 1.420, Acc: 0.781, Base Lr: 3.45e-04
2024-05-20 17:02:56 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 1.377, Acc: 0.791, Base Lr: 3.45e-04
2024-05-20 17:02:58 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 1.330, Acc: 0.801, Base Lr: 3.45e-04
2024-05-20 17:03:00 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 1.283, Acc: 0.812, Base Lr: 3.45e-04
2024-05-20 17:03:01 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 1.244, Acc: 0.822, Base Lr: 3.45e-04
2024-05-20 17:03:03 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 1.202, Acc: 0.830, Base Lr: 3.45e-04
2024-05-20 17:03:05 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 1.159, Acc: 0.839, Base Lr: 3.45e-04
2024-05-20 17:03:06 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 1.124, Acc: 0.847, Base Lr: 3.45e-04
2024-05-20 17:03:08 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 1.087, Acc: 0.854, Base Lr: 3.45e-04
2024-05-20 17:03:09 transreid.train INFO: Epoch 29 done. Time per epoch: 31.752[s] Speed: 368.9[samples/s]
2024-05-20 17:03:11 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 1.649, Acc: 0.723, Base Lr: 3.42e-04
2024-05-20 17:03:13 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 1.593, Acc: 0.731, Base Lr: 3.42e-04
2024-05-20 17:03:14 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 1.575, Acc: 0.741, Base Lr: 3.42e-04
2024-05-20 17:03:16 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 1.554, Acc: 0.744, Base Lr: 3.42e-04
2024-05-20 17:03:18 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 1.550, Acc: 0.750, Base Lr: 3.42e-04
2024-05-20 17:03:19 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 1.502, Acc: 0.764, Base Lr: 3.42e-04
2024-05-20 17:03:21 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 1.472, Acc: 0.770, Base Lr: 3.42e-04
2024-05-20 17:03:23 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 1.445, Acc: 0.780, Base Lr: 3.42e-04
2024-05-20 17:03:25 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 1.395, Acc: 0.792, Base Lr: 3.42e-04
2024-05-20 17:03:26 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 1.349, Acc: 0.802, Base Lr: 3.42e-04
2024-05-20 17:03:28 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 1.298, Acc: 0.813, Base Lr: 3.42e-04
2024-05-20 17:03:30 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 1.264, Acc: 0.821, Base Lr: 3.42e-04
2024-05-20 17:03:31 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 1.219, Acc: 0.830, Base Lr: 3.42e-04
2024-05-20 17:03:33 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 1.174, Acc: 0.839, Base Lr: 3.42e-04
2024-05-20 17:03:35 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 1.133, Acc: 0.847, Base Lr: 3.42e-04
2024-05-20 17:03:36 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 1.097, Acc: 0.854, Base Lr: 3.42e-04
2024-05-20 17:03:38 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 1.057, Acc: 0.861, Base Lr: 3.42e-04
2024-05-20 17:03:40 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 1.022, Acc: 0.868, Base Lr: 3.42e-04
2024-05-20 17:03:40 transreid.train INFO: Epoch 30 done. Time per epoch: 31.755[s] Speed: 370.8[samples/s]
2024-05-20 17:03:43 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 1.566, Acc: 0.750, Base Lr: 3.38e-04
2024-05-20 17:03:44 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 1.635, Acc: 0.746, Base Lr: 3.38e-04
2024-05-20 17:03:46 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 1.611, Acc: 0.748, Base Lr: 3.38e-04
2024-05-20 17:03:48 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 1.561, Acc: 0.751, Base Lr: 3.38e-04
2024-05-20 17:03:50 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 1.514, Acc: 0.761, Base Lr: 3.38e-04
2024-05-20 17:03:51 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 1.453, Acc: 0.776, Base Lr: 3.38e-04
2024-05-20 17:03:53 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 1.413, Acc: 0.784, Base Lr: 3.38e-04
2024-05-20 17:03:55 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 1.347, Acc: 0.798, Base Lr: 3.38e-04
2024-05-20 17:03:56 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 1.310, Acc: 0.805, Base Lr: 3.38e-04
2024-05-20 17:03:58 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 1.262, Acc: 0.817, Base Lr: 3.38e-04
2024-05-20 17:04:00 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 1.215, Acc: 0.828, Base Lr: 3.38e-04
2024-05-20 17:04:01 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 1.175, Acc: 0.835, Base Lr: 3.38e-04
2024-05-20 17:04:03 transreid.train INFO: Epoch[31] Iter[130/186] Loss: 1.139, Acc: 0.843, Base Lr: 3.38e-04
2024-05-20 17:04:05 transreid.train INFO: Epoch[31] Iter[140/186] Loss: 1.093, Acc: 0.852, Base Lr: 3.38e-04
2024-05-20 17:04:06 transreid.train INFO: Epoch[31] Iter[150/186] Loss: 1.059, Acc: 0.859, Base Lr: 3.38e-04
2024-05-20 17:04:08 transreid.train INFO: Epoch[31] Iter[160/186] Loss: 1.025, Acc: 0.866, Base Lr: 3.38e-04
2024-05-20 17:04:10 transreid.train INFO: Epoch[31] Iter[170/186] Loss: 0.988, Acc: 0.872, Base Lr: 3.38e-04
2024-05-20 17:04:11 transreid.train INFO: Epoch[31] Iter[180/186] Loss: 0.950, Acc: 0.879, Base Lr: 3.38e-04
2024-05-20 17:04:12 transreid.train INFO: Epoch 31 done. Time per epoch: 31.493[s] Speed: 369.9[samples/s]
2024-05-20 17:04:14 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 1.612, Acc: 0.727, Base Lr: 3.34e-04
2024-05-20 17:04:16 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 1.593, Acc: 0.755, Base Lr: 3.34e-04
2024-05-20 17:04:18 transreid.train INFO: Epoch[32] Iter[30/186] Loss: 1.576, Acc: 0.760, Base Lr: 3.34e-04
2024-05-20 17:04:19 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 1.478, Acc: 0.782, Base Lr: 3.34e-04
2024-05-20 17:04:21 transreid.train INFO: Epoch[32] Iter[50/186] Loss: 1.440, Acc: 0.791, Base Lr: 3.34e-04
2024-05-20 17:04:23 transreid.train INFO: Epoch[32] Iter[60/186] Loss: 1.375, Acc: 0.802, Base Lr: 3.34e-04
2024-05-20 17:04:24 transreid.train INFO: Epoch[32] Iter[70/186] Loss: 1.329, Acc: 0.811, Base Lr: 3.34e-04
2024-05-20 17:04:26 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 1.285, Acc: 0.820, Base Lr: 3.34e-04
2024-05-20 17:04:28 transreid.train INFO: Epoch[32] Iter[90/186] Loss: 1.239, Acc: 0.828, Base Lr: 3.34e-04
2024-05-20 17:04:29 transreid.train INFO: Epoch[32] Iter[100/186] Loss: 1.195, Acc: 0.839, Base Lr: 3.34e-04
2024-05-20 17:04:31 transreid.train INFO: Epoch[32] Iter[110/186] Loss: 1.160, Acc: 0.845, Base Lr: 3.34e-04
2024-05-20 17:04:33 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 1.117, Acc: 0.852, Base Lr: 3.34e-04
2024-05-20 17:04:34 transreid.train INFO: Epoch[32] Iter[130/186] Loss: 1.070, Acc: 0.861, Base Lr: 3.34e-04
2024-05-20 17:04:36 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 1.036, Acc: 0.867, Base Lr: 3.34e-04
2024-05-20 17:04:38 transreid.train INFO: Epoch[32] Iter[150/186] Loss: 0.999, Acc: 0.874, Base Lr: 3.34e-04
2024-05-20 17:04:39 transreid.train INFO: Epoch[32] Iter[160/186] Loss: 0.964, Acc: 0.879, Base Lr: 3.34e-04
2024-05-20 17:04:41 transreid.train INFO: Epoch[32] Iter[170/186] Loss: 0.930, Acc: 0.885, Base Lr: 3.34e-04
2024-05-20 17:04:43 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 0.895, Acc: 0.891, Base Lr: 3.34e-04
2024-05-20 17:04:43 transreid.train INFO: Epoch 32 done. Time per epoch: 31.527[s] Speed: 371.5[samples/s]
2024-05-20 17:04:46 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 1.480, Acc: 0.773, Base Lr: 3.30e-04
2024-05-20 17:04:48 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 1.442, Acc: 0.777, Base Lr: 3.30e-04
2024-05-20 17:04:49 transreid.train INFO: Epoch[33] Iter[30/186] Loss: 1.375, Acc: 0.797, Base Lr: 3.30e-04
2024-05-20 17:04:51 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 1.397, Acc: 0.792, Base Lr: 3.30e-04
2024-05-20 17:04:53 transreid.train INFO: Epoch[33] Iter[50/186] Loss: 1.298, Acc: 0.816, Base Lr: 3.30e-04
2024-05-20 17:04:54 transreid.train INFO: Epoch[33] Iter[60/186] Loss: 1.246, Acc: 0.828, Base Lr: 3.30e-04
2024-05-20 17:04:56 transreid.train INFO: Epoch[33] Iter[70/186] Loss: 1.242, Acc: 0.828, Base Lr: 3.30e-04
2024-05-20 17:04:58 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 1.204, Acc: 0.835, Base Lr: 3.30e-04
2024-05-20 17:05:00 transreid.train INFO: Epoch[33] Iter[90/186] Loss: 1.152, Acc: 0.845, Base Lr: 3.30e-04
2024-05-20 17:05:01 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 1.115, Acc: 0.853, Base Lr: 3.30e-04
2024-05-20 17:05:03 transreid.train INFO: Epoch[33] Iter[110/186] Loss: 1.086, Acc: 0.859, Base Lr: 3.30e-04
2024-05-20 17:05:05 transreid.train INFO: Epoch[33] Iter[120/186] Loss: 1.053, Acc: 0.865, Base Lr: 3.30e-04
2024-05-20 17:05:06 transreid.train INFO: Epoch[33] Iter[130/186] Loss: 1.025, Acc: 0.871, Base Lr: 3.30e-04
2024-05-20 17:05:08 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 0.981, Acc: 0.878, Base Lr: 3.30e-04
2024-05-20 17:05:10 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.945, Acc: 0.885, Base Lr: 3.30e-04
2024-05-20 17:05:11 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.911, Acc: 0.891, Base Lr: 3.30e-04
2024-05-20 17:05:13 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.876, Acc: 0.897, Base Lr: 3.30e-04
2024-05-20 17:05:15 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 0.843, Acc: 0.901, Base Lr: 3.30e-04
2024-05-20 17:05:15 transreid.train INFO: Epoch 33 done. Time per epoch: 32.057[s] Speed: 367.3[samples/s]
2024-05-20 17:05:18 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 1.489, Acc: 0.752, Base Lr: 3.26e-04
2024-05-20 17:05:20 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 1.459, Acc: 0.765, Base Lr: 3.26e-04
2024-05-20 17:05:21 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 1.409, Acc: 0.788, Base Lr: 3.26e-04
2024-05-20 17:05:23 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 1.299, Acc: 0.809, Base Lr: 3.26e-04
2024-05-20 17:05:25 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 1.280, Acc: 0.814, Base Lr: 3.26e-04
2024-05-20 17:05:26 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 1.215, Acc: 0.825, Base Lr: 3.26e-04
2024-05-20 17:05:28 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 1.176, Acc: 0.834, Base Lr: 3.26e-04
2024-05-20 17:05:30 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 1.122, Acc: 0.847, Base Lr: 3.26e-04
2024-05-20 17:05:31 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 1.075, Acc: 0.857, Base Lr: 3.26e-04
2024-05-20 17:05:33 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 1.050, Acc: 0.863, Base Lr: 3.26e-04
2024-05-20 17:05:35 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 1.018, Acc: 0.871, Base Lr: 3.26e-04
2024-05-20 17:05:36 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.987, Acc: 0.876, Base Lr: 3.26e-04
2024-05-20 17:05:38 transreid.train INFO: Epoch[34] Iter[130/186] Loss: 0.945, Acc: 0.884, Base Lr: 3.26e-04
2024-05-20 17:05:40 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.917, Acc: 0.889, Base Lr: 3.26e-04
2024-05-20 17:05:41 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.890, Acc: 0.895, Base Lr: 3.26e-04
2024-05-20 17:05:43 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.857, Acc: 0.900, Base Lr: 3.26e-04
2024-05-20 17:05:45 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.824, Acc: 0.905, Base Lr: 3.26e-04
2024-05-20 17:05:46 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.793, Acc: 0.910, Base Lr: 3.26e-04
2024-05-20 17:05:47 transreid.train INFO: Epoch 34 done. Time per epoch: 31.746[s] Speed: 370.9[samples/s]
2024-05-20 17:05:50 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 1.454, Acc: 0.778, Base Lr: 3.22e-04
2024-05-20 17:05:51 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 1.374, Acc: 0.789, Base Lr: 3.22e-04
2024-05-20 17:05:53 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 1.305, Acc: 0.801, Base Lr: 3.22e-04
2024-05-20 17:05:55 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 1.252, Acc: 0.818, Base Lr: 3.22e-04
2024-05-20 17:05:56 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 1.211, Acc: 0.832, Base Lr: 3.22e-04
2024-05-20 17:05:58 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 1.155, Acc: 0.843, Base Lr: 3.22e-04
2024-05-20 17:06:00 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 1.131, Acc: 0.850, Base Lr: 3.22e-04
2024-05-20 17:06:01 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 1.092, Acc: 0.859, Base Lr: 3.22e-04
2024-05-20 17:06:03 transreid.train INFO: Epoch[35] Iter[90/186] Loss: 1.068, Acc: 0.863, Base Lr: 3.22e-04
2024-05-20 17:06:05 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 1.025, Acc: 0.871, Base Lr: 3.22e-04
2024-05-20 17:06:06 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.979, Acc: 0.879, Base Lr: 3.22e-04
2024-05-20 17:06:08 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.944, Acc: 0.885, Base Lr: 3.22e-04
2024-05-20 17:06:10 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.911, Acc: 0.891, Base Lr: 3.22e-04
2024-05-20 17:06:11 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.879, Acc: 0.897, Base Lr: 3.22e-04
2024-05-20 17:06:13 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.846, Acc: 0.903, Base Lr: 3.22e-04
2024-05-20 17:06:15 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.816, Acc: 0.907, Base Lr: 3.22e-04
2024-05-20 17:06:17 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.784, Acc: 0.911, Base Lr: 3.22e-04
2024-05-20 17:06:18 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.755, Acc: 0.915, Base Lr: 3.22e-04
2024-05-20 17:06:19 transreid.train INFO: Epoch 35 done. Time per epoch: 31.699[s] Speed: 371.5[samples/s]
2024-05-20 17:06:21 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 1.385, Acc: 0.762, Base Lr: 3.18e-04
2024-05-20 17:06:23 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 1.271, Acc: 0.798, Base Lr: 3.18e-04
2024-05-20 17:06:25 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 1.183, Acc: 0.820, Base Lr: 3.18e-04
2024-05-20 17:06:26 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 1.220, Acc: 0.815, Base Lr: 3.18e-04
2024-05-20 17:06:28 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 1.148, Acc: 0.830, Base Lr: 3.18e-04
2024-05-20 17:06:30 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 1.073, Acc: 0.848, Base Lr: 3.18e-04
2024-05-20 17:06:31 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 1.038, Acc: 0.856, Base Lr: 3.18e-04
2024-05-20 17:06:33 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 1.010, Acc: 0.862, Base Lr: 3.18e-04
2024-05-20 17:06:35 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.979, Acc: 0.871, Base Lr: 3.18e-04
2024-05-20 17:06:36 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.943, Acc: 0.878, Base Lr: 3.18e-04
2024-05-20 17:06:38 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.921, Acc: 0.883, Base Lr: 3.18e-04
2024-05-20 17:06:40 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.885, Acc: 0.890, Base Lr: 3.18e-04
2024-05-20 17:06:41 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.852, Acc: 0.897, Base Lr: 3.18e-04
2024-05-20 17:06:43 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.824, Acc: 0.903, Base Lr: 3.18e-04
2024-05-20 17:06:45 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.797, Acc: 0.907, Base Lr: 3.18e-04
2024-05-20 17:06:47 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.769, Acc: 0.911, Base Lr: 3.18e-04
2024-05-20 17:06:48 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.739, Acc: 0.916, Base Lr: 3.18e-04
2024-05-20 17:06:50 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.711, Acc: 0.920, Base Lr: 3.18e-04
2024-05-20 17:06:51 transreid.train INFO: Epoch 36 done. Time per epoch: 31.648[s] Speed: 372.1[samples/s]
2024-05-20 17:06:53 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 1.389, Acc: 0.764, Base Lr: 3.13e-04
2024-05-20 17:06:55 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 1.265, Acc: 0.795, Base Lr: 3.13e-04
2024-05-20 17:06:56 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 1.181, Acc: 0.814, Base Lr: 3.13e-04
2024-05-20 17:06:58 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 1.123, Acc: 0.828, Base Lr: 3.13e-04
2024-05-20 17:07:00 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 1.061, Acc: 0.840, Base Lr: 3.13e-04
2024-05-20 17:07:01 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 1.026, Acc: 0.848, Base Lr: 3.13e-04
2024-05-20 17:07:03 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 1.008, Acc: 0.853, Base Lr: 3.13e-04
2024-05-20 17:07:05 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.980, Acc: 0.861, Base Lr: 3.13e-04
2024-05-20 17:07:06 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.948, Acc: 0.870, Base Lr: 3.13e-04
2024-05-20 17:07:08 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.921, Acc: 0.877, Base Lr: 3.13e-04
2024-05-20 17:07:10 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.883, Acc: 0.885, Base Lr: 3.13e-04
2024-05-20 17:07:11 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.852, Acc: 0.891, Base Lr: 3.13e-04
2024-05-20 17:07:13 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.814, Acc: 0.898, Base Lr: 3.13e-04
2024-05-20 17:07:15 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.784, Acc: 0.904, Base Lr: 3.13e-04
2024-05-20 17:07:16 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.757, Acc: 0.909, Base Lr: 3.13e-04
2024-05-20 17:07:18 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.728, Acc: 0.914, Base Lr: 3.13e-04
2024-05-20 17:07:20 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.700, Acc: 0.918, Base Lr: 3.13e-04
2024-05-20 17:07:21 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.675, Acc: 0.921, Base Lr: 3.13e-04
2024-05-20 17:07:22 transreid.train INFO: Epoch 37 done. Time per epoch: 31.650[s] Speed: 372.1[samples/s]
2024-05-20 17:07:25 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.196, Acc: 0.820, Base Lr: 3.09e-04
2024-05-20 17:07:26 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 1.181, Acc: 0.816, Base Lr: 3.09e-04
2024-05-20 17:07:28 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 1.154, Acc: 0.825, Base Lr: 3.09e-04
2024-05-20 17:07:30 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 1.120, Acc: 0.833, Base Lr: 3.09e-04
2024-05-20 17:07:31 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 1.073, Acc: 0.842, Base Lr: 3.09e-04
2024-05-20 17:07:33 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 1.017, Acc: 0.854, Base Lr: 3.09e-04
2024-05-20 17:07:35 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.962, Acc: 0.866, Base Lr: 3.09e-04
2024-05-20 17:07:36 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.928, Acc: 0.874, Base Lr: 3.09e-04
2024-05-20 17:07:38 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.886, Acc: 0.882, Base Lr: 3.09e-04
2024-05-20 17:07:40 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.866, Acc: 0.885, Base Lr: 3.09e-04
2024-05-20 17:07:41 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.829, Acc: 0.891, Base Lr: 3.09e-04
2024-05-20 17:07:43 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.803, Acc: 0.898, Base Lr: 3.09e-04
2024-05-20 17:07:45 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.773, Acc: 0.904, Base Lr: 3.09e-04
2024-05-20 17:07:46 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.741, Acc: 0.910, Base Lr: 3.09e-04
2024-05-20 17:07:48 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.711, Acc: 0.915, Base Lr: 3.09e-04
2024-05-20 17:07:50 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.684, Acc: 0.920, Base Lr: 3.09e-04
2024-05-20 17:07:51 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.661, Acc: 0.924, Base Lr: 3.09e-04
2024-05-20 17:07:53 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.640, Acc: 0.927, Base Lr: 3.09e-04
2024-05-20 17:07:54 transreid.train INFO: Epoch 38 done. Time per epoch: 31.478[s] Speed: 372.1[samples/s]
2024-05-20 17:07:56 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 1.195, Acc: 0.820, Base Lr: 3.05e-04
2024-05-20 17:07:58 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 1.062, Acc: 0.848, Base Lr: 3.05e-04
2024-05-20 17:08:00 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 1.015, Acc: 0.861, Base Lr: 3.05e-04
2024-05-20 17:08:01 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.980, Acc: 0.863, Base Lr: 3.05e-04
2024-05-20 17:08:03 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.954, Acc: 0.867, Base Lr: 3.05e-04
2024-05-20 17:08:05 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.939, Acc: 0.871, Base Lr: 3.05e-04
2024-05-20 17:08:06 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.896, Acc: 0.879, Base Lr: 3.05e-04
2024-05-20 17:08:08 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.870, Acc: 0.885, Base Lr: 3.05e-04
2024-05-20 17:08:10 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.829, Acc: 0.893, Base Lr: 3.05e-04
2024-05-20 17:08:11 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.803, Acc: 0.899, Base Lr: 3.05e-04
2024-05-20 17:08:13 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.777, Acc: 0.902, Base Lr: 3.05e-04
2024-05-20 17:08:15 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.745, Acc: 0.908, Base Lr: 3.05e-04
2024-05-20 17:08:16 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.720, Acc: 0.913, Base Lr: 3.05e-04
2024-05-20 17:08:18 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.695, Acc: 0.917, Base Lr: 3.05e-04
2024-05-20 17:08:20 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.670, Acc: 0.921, Base Lr: 3.05e-04
2024-05-20 17:08:21 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.645, Acc: 0.925, Base Lr: 3.05e-04
2024-05-20 17:08:23 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.620, Acc: 0.929, Base Lr: 3.05e-04
2024-05-20 17:08:25 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.596, Acc: 0.933, Base Lr: 3.05e-04
2024-05-20 17:08:25 transreid.train INFO: Epoch 39 done. Time per epoch: 31.680[s] Speed: 369.7[samples/s]
2024-05-20 17:08:28 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.069, Acc: 0.858, Base Lr: 3.00e-04
2024-05-20 17:08:29 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 1.036, Acc: 0.857, Base Lr: 3.00e-04
2024-05-20 17:08:31 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 1.037, Acc: 0.852, Base Lr: 3.00e-04
2024-05-20 17:08:33 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 1.005, Acc: 0.855, Base Lr: 3.00e-04
2024-05-20 17:08:35 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.953, Acc: 0.868, Base Lr: 3.00e-04
2024-05-20 17:08:36 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.923, Acc: 0.874, Base Lr: 3.00e-04
2024-05-20 17:08:38 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.892, Acc: 0.880, Base Lr: 3.00e-04
2024-05-20 17:08:40 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.851, Acc: 0.887, Base Lr: 3.00e-04
2024-05-20 17:08:41 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.815, Acc: 0.894, Base Lr: 3.00e-04
2024-05-20 17:08:43 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.781, Acc: 0.901, Base Lr: 3.00e-04
2024-05-20 17:08:45 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.757, Acc: 0.907, Base Lr: 3.00e-04
2024-05-20 17:08:46 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.727, Acc: 0.911, Base Lr: 3.00e-04
2024-05-20 17:08:48 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.697, Acc: 0.917, Base Lr: 3.00e-04
2024-05-20 17:08:50 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.673, Acc: 0.921, Base Lr: 3.00e-04
2024-05-20 17:08:51 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.654, Acc: 0.925, Base Lr: 3.00e-04
2024-05-20 17:08:53 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.628, Acc: 0.929, Base Lr: 3.00e-04
2024-05-20 17:08:55 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.606, Acc: 0.933, Base Lr: 3.00e-04
2024-05-20 17:08:57 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.582, Acc: 0.936, Base Lr: 3.00e-04
2024-05-20 17:08:57 transreid.train INFO: Epoch 40 done. Time per epoch: 31.690[s] Speed: 369.6[samples/s]
2024-05-20 17:09:23 transreid.train INFO: Validation Results - Epoch: 40
2024-05-20 17:09:23 transreid.train INFO: mAP: 91.3%
2024-05-20 17:09:23 transreid.train INFO: CMC curve, Rank-1  :96.2%
2024-05-20 17:09:23 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-20 17:09:23 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-20 17:09:25 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.169, Acc: 0.798, Base Lr: 2.96e-04
2024-05-20 17:09:27 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 1.065, Acc: 0.821, Base Lr: 2.96e-04
2024-05-20 17:09:29 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 1.028, Acc: 0.832, Base Lr: 2.96e-04
2024-05-20 17:09:31 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 1.027, Acc: 0.832, Base Lr: 2.96e-04
2024-05-20 17:09:32 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.947, Acc: 0.851, Base Lr: 2.96e-04
2024-05-20 17:09:34 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.910, Acc: 0.860, Base Lr: 2.96e-04
2024-05-20 17:09:36 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.864, Acc: 0.874, Base Lr: 2.96e-04
2024-05-20 17:09:37 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.821, Acc: 0.884, Base Lr: 2.96e-04
2024-05-20 17:09:39 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.772, Acc: 0.894, Base Lr: 2.96e-04
2024-05-20 17:09:41 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.744, Acc: 0.901, Base Lr: 2.96e-04
2024-05-20 17:09:42 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.718, Acc: 0.907, Base Lr: 2.96e-04
2024-05-20 17:09:44 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.688, Acc: 0.913, Base Lr: 2.96e-04
2024-05-20 17:09:46 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.661, Acc: 0.918, Base Lr: 2.96e-04
2024-05-20 17:09:47 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.636, Acc: 0.923, Base Lr: 2.96e-04
2024-05-20 17:09:49 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.612, Acc: 0.927, Base Lr: 2.96e-04
2024-05-20 17:09:51 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.591, Acc: 0.931, Base Lr: 2.96e-04
2024-05-20 17:09:52 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.570, Acc: 0.934, Base Lr: 2.96e-04
2024-05-20 17:09:54 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.547, Acc: 0.937, Base Lr: 2.96e-04
2024-05-20 17:09:55 transreid.train INFO: Epoch 41 done. Time per epoch: 31.762[s] Speed: 370.8[samples/s]
2024-05-20 17:09:57 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.047, Acc: 0.811, Base Lr: 2.91e-04
2024-05-20 17:09:59 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.977, Acc: 0.841, Base Lr: 2.91e-04
2024-05-20 17:10:01 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.965, Acc: 0.841, Base Lr: 2.91e-04
2024-05-20 17:10:02 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.892, Acc: 0.861, Base Lr: 2.91e-04
2024-05-20 17:10:04 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.886, Acc: 0.865, Base Lr: 2.91e-04
2024-05-20 17:10:06 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.826, Acc: 0.880, Base Lr: 2.91e-04
2024-05-20 17:10:07 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.814, Acc: 0.883, Base Lr: 2.91e-04
2024-05-20 17:10:09 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.776, Acc: 0.891, Base Lr: 2.91e-04
2024-05-20 17:10:11 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.739, Acc: 0.901, Base Lr: 2.91e-04
2024-05-20 17:10:12 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.709, Acc: 0.907, Base Lr: 2.91e-04
2024-05-20 17:10:14 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.691, Acc: 0.913, Base Lr: 2.91e-04
2024-05-20 17:10:16 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.663, Acc: 0.919, Base Lr: 2.91e-04
2024-05-20 17:10:17 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.644, Acc: 0.923, Base Lr: 2.91e-04
2024-05-20 17:10:19 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.630, Acc: 0.925, Base Lr: 2.91e-04
2024-05-20 17:10:21 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.608, Acc: 0.928, Base Lr: 2.91e-04
2024-05-20 17:10:22 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.584, Acc: 0.932, Base Lr: 2.91e-04
2024-05-20 17:10:24 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.565, Acc: 0.935, Base Lr: 2.91e-04
2024-05-20 17:10:26 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.545, Acc: 0.938, Base Lr: 2.91e-04
2024-05-20 17:10:26 transreid.train INFO: Epoch 42 done. Time per epoch: 31.662[s] Speed: 371.9[samples/s]
2024-05-20 17:10:29 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.095, Acc: 0.820, Base Lr: 2.86e-04
2024-05-20 17:10:31 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 1.009, Acc: 0.834, Base Lr: 2.86e-04
2024-05-20 17:10:32 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.911, Acc: 0.854, Base Lr: 2.86e-04
2024-05-20 17:10:34 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.890, Acc: 0.858, Base Lr: 2.86e-04
2024-05-20 17:10:36 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.839, Acc: 0.870, Base Lr: 2.86e-04
2024-05-20 17:10:37 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.807, Acc: 0.879, Base Lr: 2.86e-04
2024-05-20 17:10:39 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.781, Acc: 0.885, Base Lr: 2.86e-04
2024-05-20 17:10:41 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.756, Acc: 0.891, Base Lr: 2.86e-04
2024-05-20 17:10:42 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.724, Acc: 0.899, Base Lr: 2.86e-04
2024-05-20 17:10:44 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.696, Acc: 0.906, Base Lr: 2.86e-04
2024-05-20 17:10:46 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.672, Acc: 0.911, Base Lr: 2.86e-04
2024-05-20 17:10:47 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.646, Acc: 0.916, Base Lr: 2.86e-04
2024-05-20 17:10:49 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.620, Acc: 0.922, Base Lr: 2.86e-04
2024-05-20 17:10:51 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.596, Acc: 0.927, Base Lr: 2.86e-04
2024-05-20 17:10:53 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.571, Acc: 0.931, Base Lr: 2.86e-04
2024-05-20 17:10:54 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.548, Acc: 0.935, Base Lr: 2.86e-04
2024-05-20 17:10:56 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.529, Acc: 0.938, Base Lr: 2.86e-04
2024-05-20 17:10:58 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.508, Acc: 0.941, Base Lr: 2.86e-04
2024-05-20 17:10:58 transreid.train INFO: Epoch 43 done. Time per epoch: 31.832[s] Speed: 369.9[samples/s]
2024-05-20 17:11:01 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.007, Acc: 0.812, Base Lr: 2.82e-04
2024-05-20 17:11:02 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.884, Acc: 0.849, Base Lr: 2.82e-04
2024-05-20 17:11:04 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.874, Acc: 0.855, Base Lr: 2.82e-04
2024-05-20 17:11:06 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.843, Acc: 0.864, Base Lr: 2.82e-04
2024-05-20 17:11:07 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.811, Acc: 0.873, Base Lr: 2.82e-04
2024-05-20 17:11:09 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.764, Acc: 0.886, Base Lr: 2.82e-04
2024-05-20 17:11:11 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.739, Acc: 0.892, Base Lr: 2.82e-04
2024-05-20 17:11:12 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.699, Acc: 0.901, Base Lr: 2.82e-04
2024-05-20 17:11:14 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.675, Acc: 0.906, Base Lr: 2.82e-04
2024-05-20 17:11:16 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.649, Acc: 0.912, Base Lr: 2.82e-04
2024-05-20 17:11:17 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.628, Acc: 0.916, Base Lr: 2.82e-04
2024-05-20 17:11:19 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.604, Acc: 0.922, Base Lr: 2.82e-04
2024-05-20 17:11:21 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.579, Acc: 0.926, Base Lr: 2.82e-04
2024-05-20 17:11:23 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.562, Acc: 0.930, Base Lr: 2.82e-04
2024-05-20 17:11:24 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.540, Acc: 0.934, Base Lr: 2.82e-04
2024-05-20 17:11:26 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.524, Acc: 0.937, Base Lr: 2.82e-04
2024-05-20 17:11:28 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.507, Acc: 0.940, Base Lr: 2.82e-04
2024-05-20 17:11:29 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.487, Acc: 0.942, Base Lr: 2.82e-04
2024-05-20 17:11:30 transreid.train INFO: Epoch 44 done. Time per epoch: 31.720[s] Speed: 371.2[samples/s]
2024-05-20 17:11:32 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.860, Acc: 0.870, Base Lr: 2.77e-04
2024-05-20 17:11:34 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.805, Acc: 0.877, Base Lr: 2.77e-04
2024-05-20 17:11:36 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.795, Acc: 0.874, Base Lr: 2.77e-04
2024-05-20 17:11:38 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.769, Acc: 0.884, Base Lr: 2.77e-04
2024-05-20 17:11:39 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.756, Acc: 0.887, Base Lr: 2.77e-04
2024-05-20 17:11:41 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.723, Acc: 0.895, Base Lr: 2.77e-04
2024-05-20 17:11:43 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.705, Acc: 0.898, Base Lr: 2.77e-04
2024-05-20 17:11:44 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.674, Acc: 0.906, Base Lr: 2.77e-04
2024-05-20 17:11:46 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.651, Acc: 0.910, Base Lr: 2.77e-04
2024-05-20 17:11:48 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.626, Acc: 0.914, Base Lr: 2.77e-04
2024-05-20 17:11:49 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.600, Acc: 0.919, Base Lr: 2.77e-04
2024-05-20 17:11:51 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.571, Acc: 0.925, Base Lr: 2.77e-04
2024-05-20 17:11:53 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.550, Acc: 0.929, Base Lr: 2.77e-04
2024-05-20 17:11:54 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.530, Acc: 0.933, Base Lr: 2.77e-04
2024-05-20 17:11:56 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.514, Acc: 0.936, Base Lr: 2.77e-04
2024-05-20 17:11:58 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.497, Acc: 0.939, Base Lr: 2.77e-04
2024-05-20 17:11:59 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.478, Acc: 0.942, Base Lr: 2.77e-04
2024-05-20 17:12:01 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.462, Acc: 0.945, Base Lr: 2.77e-04
2024-05-20 17:12:02 transreid.train INFO: Epoch 45 done. Time per epoch: 31.553[s] Speed: 371.2[samples/s]
2024-05-20 17:12:04 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.685, Acc: 0.902, Base Lr: 2.72e-04
2024-05-20 17:12:06 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.728, Acc: 0.891, Base Lr: 2.72e-04
2024-05-20 17:12:07 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.718, Acc: 0.894, Base Lr: 2.72e-04
2024-05-20 17:12:09 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.702, Acc: 0.896, Base Lr: 2.72e-04
2024-05-20 17:12:11 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.702, Acc: 0.897, Base Lr: 2.72e-04
2024-05-20 17:12:12 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.693, Acc: 0.900, Base Lr: 2.72e-04
2024-05-20 17:12:14 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.679, Acc: 0.902, Base Lr: 2.72e-04
2024-05-20 17:12:16 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.651, Acc: 0.909, Base Lr: 2.72e-04
2024-05-20 17:12:17 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.624, Acc: 0.915, Base Lr: 2.72e-04
2024-05-20 17:12:19 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.598, Acc: 0.920, Base Lr: 2.72e-04
2024-05-20 17:12:21 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.570, Acc: 0.925, Base Lr: 2.72e-04
2024-05-20 17:12:22 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.552, Acc: 0.930, Base Lr: 2.72e-04
2024-05-20 17:12:24 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.534, Acc: 0.934, Base Lr: 2.72e-04
2024-05-20 17:12:26 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.515, Acc: 0.938, Base Lr: 2.72e-04
2024-05-20 17:12:27 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.496, Acc: 0.941, Base Lr: 2.72e-04
2024-05-20 17:12:29 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.479, Acc: 0.944, Base Lr: 2.72e-04
2024-05-20 17:12:31 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.465, Acc: 0.947, Base Lr: 2.72e-04
2024-05-20 17:12:33 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.450, Acc: 0.949, Base Lr: 2.72e-04
2024-05-20 17:12:33 transreid.train INFO: Epoch 46 done. Time per epoch: 31.521[s] Speed: 371.6[samples/s]
2024-05-20 17:12:35 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.905, Acc: 0.847, Base Lr: 2.67e-04
2024-05-20 17:12:37 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.915, Acc: 0.838, Base Lr: 2.67e-04
2024-05-20 17:12:39 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.813, Acc: 0.867, Base Lr: 2.67e-04
2024-05-20 17:12:41 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.759, Acc: 0.883, Base Lr: 2.67e-04
2024-05-20 17:12:42 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.729, Acc: 0.889, Base Lr: 2.67e-04
2024-05-20 17:12:44 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.683, Acc: 0.899, Base Lr: 2.67e-04
2024-05-20 17:12:46 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.658, Acc: 0.904, Base Lr: 2.67e-04
2024-05-20 17:12:47 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.629, Acc: 0.911, Base Lr: 2.67e-04
2024-05-20 17:12:49 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.605, Acc: 0.916, Base Lr: 2.67e-04
2024-05-20 17:12:51 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.579, Acc: 0.921, Base Lr: 2.67e-04
2024-05-20 17:12:52 transreid.train INFO: Epoch[47] Iter[110/186] Loss: 0.550, Acc: 0.928, Base Lr: 2.67e-04
2024-05-20 17:12:54 transreid.train INFO: Epoch[47] Iter[120/186] Loss: 0.528, Acc: 0.933, Base Lr: 2.67e-04
2024-05-20 17:12:56 transreid.train INFO: Epoch[47] Iter[130/186] Loss: 0.513, Acc: 0.935, Base Lr: 2.67e-04
2024-05-20 17:12:57 transreid.train INFO: Epoch[47] Iter[140/186] Loss: 0.497, Acc: 0.938, Base Lr: 2.67e-04
2024-05-20 17:12:59 transreid.train INFO: Epoch[47] Iter[150/186] Loss: 0.482, Acc: 0.941, Base Lr: 2.67e-04
2024-05-20 17:13:01 transreid.train INFO: Epoch[47] Iter[160/186] Loss: 0.467, Acc: 0.944, Base Lr: 2.67e-04
2024-05-20 17:13:02 transreid.train INFO: Epoch[47] Iter[170/186] Loss: 0.452, Acc: 0.947, Base Lr: 2.67e-04
2024-05-20 17:13:04 transreid.train INFO: Epoch[47] Iter[180/186] Loss: 0.435, Acc: 0.949, Base Lr: 2.67e-04
2024-05-20 17:13:05 transreid.train INFO: Epoch 47 done. Time per epoch: 31.707[s] Speed: 371.4[samples/s]
2024-05-20 17:13:07 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.935, Acc: 0.811, Base Lr: 2.62e-04
2024-05-20 17:13:09 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.824, Acc: 0.854, Base Lr: 2.62e-04
2024-05-20 17:13:11 transreid.train INFO: Epoch[48] Iter[30/186] Loss: 0.787, Acc: 0.869, Base Lr: 2.62e-04
2024-05-20 17:13:12 transreid.train INFO: Epoch[48] Iter[40/186] Loss: 0.727, Acc: 0.884, Base Lr: 2.62e-04
2024-05-20 17:13:14 transreid.train INFO: Epoch[48] Iter[50/186] Loss: 0.714, Acc: 0.888, Base Lr: 2.62e-04
2024-05-20 17:13:16 transreid.train INFO: Epoch[48] Iter[60/186] Loss: 0.692, Acc: 0.895, Base Lr: 2.62e-04
2024-05-20 17:13:17 transreid.train INFO: Epoch[48] Iter[70/186] Loss: 0.664, Acc: 0.904, Base Lr: 2.62e-04
2024-05-20 17:13:19 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.632, Acc: 0.912, Base Lr: 2.62e-04
2024-05-20 17:13:21 transreid.train INFO: Epoch[48] Iter[90/186] Loss: 0.616, Acc: 0.917, Base Lr: 2.62e-04
2024-05-20 17:13:22 transreid.train INFO: Epoch[48] Iter[100/186] Loss: 0.590, Acc: 0.923, Base Lr: 2.62e-04
2024-05-20 17:13:24 transreid.train INFO: Epoch[48] Iter[110/186] Loss: 0.569, Acc: 0.926, Base Lr: 2.62e-04
2024-05-20 17:13:26 transreid.train INFO: Epoch[48] Iter[120/186] Loss: 0.550, Acc: 0.930, Base Lr: 2.62e-04
2024-05-20 17:13:27 transreid.train INFO: Epoch[48] Iter[130/186] Loss: 0.530, Acc: 0.934, Base Lr: 2.62e-04
2024-05-20 17:13:29 transreid.train INFO: Epoch[48] Iter[140/186] Loss: 0.508, Acc: 0.938, Base Lr: 2.62e-04
2024-05-20 17:13:31 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.489, Acc: 0.941, Base Lr: 2.62e-04
2024-05-20 17:13:32 transreid.train INFO: Epoch[48] Iter[160/186] Loss: 0.472, Acc: 0.945, Base Lr: 2.62e-04
2024-05-20 17:13:34 transreid.train INFO: Epoch[48] Iter[170/186] Loss: 0.455, Acc: 0.947, Base Lr: 2.62e-04
2024-05-20 17:13:36 transreid.train INFO: Epoch[48] Iter[180/186] Loss: 0.440, Acc: 0.949, Base Lr: 2.62e-04
2024-05-20 17:13:36 transreid.train INFO: Epoch 48 done. Time per epoch: 31.687[s] Speed: 371.6[samples/s]
2024-05-20 17:13:39 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.853, Acc: 0.850, Base Lr: 2.57e-04
2024-05-20 17:13:40 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.695, Acc: 0.883, Base Lr: 2.57e-04
2024-05-20 17:13:42 transreid.train INFO: Epoch[49] Iter[30/186] Loss: 0.702, Acc: 0.886, Base Lr: 2.57e-04
2024-05-20 17:13:44 transreid.train INFO: Epoch[49] Iter[40/186] Loss: 0.716, Acc: 0.885, Base Lr: 2.57e-04
2024-05-20 17:13:46 transreid.train INFO: Epoch[49] Iter[50/186] Loss: 0.694, Acc: 0.891, Base Lr: 2.57e-04
2024-05-20 17:13:47 transreid.train INFO: Epoch[49] Iter[60/186] Loss: 0.650, Acc: 0.902, Base Lr: 2.57e-04
2024-05-20 17:13:49 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.623, Acc: 0.910, Base Lr: 2.57e-04
2024-05-20 17:13:51 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.596, Acc: 0.917, Base Lr: 2.57e-04
2024-05-20 17:13:52 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.566, Acc: 0.923, Base Lr: 2.57e-04
2024-05-20 17:13:54 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.557, Acc: 0.924, Base Lr: 2.57e-04
2024-05-20 17:13:56 transreid.train INFO: Epoch[49] Iter[110/186] Loss: 0.539, Acc: 0.929, Base Lr: 2.57e-04
2024-05-20 17:13:57 transreid.train INFO: Epoch[49] Iter[120/186] Loss: 0.526, Acc: 0.931, Base Lr: 2.57e-04
2024-05-20 17:13:59 transreid.train INFO: Epoch[49] Iter[130/186] Loss: 0.505, Acc: 0.936, Base Lr: 2.57e-04
2024-05-20 17:14:01 transreid.train INFO: Epoch[49] Iter[140/186] Loss: 0.488, Acc: 0.938, Base Lr: 2.57e-04
2024-05-20 17:14:02 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.471, Acc: 0.941, Base Lr: 2.57e-04
2024-05-20 17:14:04 transreid.train INFO: Epoch[49] Iter[160/186] Loss: 0.456, Acc: 0.944, Base Lr: 2.57e-04
2024-05-20 17:14:06 transreid.train INFO: Epoch[49] Iter[170/186] Loss: 0.439, Acc: 0.947, Base Lr: 2.57e-04
2024-05-20 17:14:07 transreid.train INFO: Epoch[49] Iter[180/186] Loss: 0.422, Acc: 0.950, Base Lr: 2.57e-04
2024-05-20 17:14:08 transreid.train INFO: Epoch 49 done. Time per epoch: 31.539[s] Speed: 371.4[samples/s]
2024-05-20 17:14:10 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.856, Acc: 0.845, Base Lr: 2.52e-04
2024-05-20 17:14:12 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.833, Acc: 0.849, Base Lr: 2.52e-04
2024-05-20 17:14:14 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.745, Acc: 0.873, Base Lr: 2.52e-04
2024-05-20 17:14:15 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.708, Acc: 0.883, Base Lr: 2.52e-04
2024-05-20 17:14:17 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.673, Acc: 0.891, Base Lr: 2.52e-04
2024-05-20 17:14:19 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.651, Acc: 0.895, Base Lr: 2.52e-04
2024-05-20 17:14:21 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.607, Acc: 0.908, Base Lr: 2.52e-04
2024-05-20 17:14:22 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.578, Acc: 0.916, Base Lr: 2.52e-04
2024-05-20 17:14:24 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.558, Acc: 0.921, Base Lr: 2.52e-04
2024-05-20 17:14:26 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.540, Acc: 0.925, Base Lr: 2.52e-04
2024-05-20 17:14:27 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.520, Acc: 0.929, Base Lr: 2.52e-04
2024-05-20 17:14:29 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.507, Acc: 0.934, Base Lr: 2.52e-04
2024-05-20 17:14:31 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.486, Acc: 0.938, Base Lr: 2.52e-04
2024-05-20 17:14:32 transreid.train INFO: Epoch[50] Iter[140/186] Loss: 0.469, Acc: 0.941, Base Lr: 2.52e-04
2024-05-20 17:14:34 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.452, Acc: 0.944, Base Lr: 2.52e-04
2024-05-20 17:14:36 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.435, Acc: 0.947, Base Lr: 2.52e-04
2024-05-20 17:14:38 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.417, Acc: 0.950, Base Lr: 2.52e-04
2024-05-20 17:14:39 transreid.train INFO: Epoch[50] Iter[180/186] Loss: 0.405, Acc: 0.952, Base Lr: 2.52e-04
2024-05-20 17:14:40 transreid.train INFO: Epoch 50 done. Time per epoch: 31.932[s] Speed: 368.8[samples/s]
2024-05-20 17:14:42 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.744, Acc: 0.869, Base Lr: 2.47e-04
2024-05-20 17:14:44 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.647, Acc: 0.897, Base Lr: 2.47e-04
2024-05-20 17:14:46 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.635, Acc: 0.903, Base Lr: 2.47e-04
2024-05-20 17:14:47 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.632, Acc: 0.905, Base Lr: 2.47e-04
2024-05-20 17:14:49 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.626, Acc: 0.907, Base Lr: 2.47e-04
2024-05-20 17:14:51 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.599, Acc: 0.914, Base Lr: 2.47e-04
2024-05-20 17:14:52 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.578, Acc: 0.917, Base Lr: 2.47e-04
2024-05-20 17:14:54 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.555, Acc: 0.924, Base Lr: 2.47e-04
2024-05-20 17:14:56 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.538, Acc: 0.929, Base Lr: 2.47e-04
2024-05-20 17:14:57 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.513, Acc: 0.933, Base Lr: 2.47e-04
2024-05-20 17:14:59 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.500, Acc: 0.936, Base Lr: 2.47e-04
2024-05-20 17:15:01 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.477, Acc: 0.940, Base Lr: 2.47e-04
2024-05-20 17:15:03 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.460, Acc: 0.943, Base Lr: 2.47e-04
2024-05-20 17:15:04 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.443, Acc: 0.947, Base Lr: 2.47e-04
2024-05-20 17:15:06 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.425, Acc: 0.950, Base Lr: 2.47e-04
2024-05-20 17:15:08 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.409, Acc: 0.953, Base Lr: 2.47e-04
2024-05-20 17:15:09 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.397, Acc: 0.955, Base Lr: 2.47e-04
2024-05-20 17:15:11 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.382, Acc: 0.957, Base Lr: 2.47e-04
2024-05-20 17:15:12 transreid.train INFO: Epoch 51 done. Time per epoch: 31.721[s] Speed: 371.2[samples/s]
2024-05-20 17:15:14 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.745, Acc: 0.902, Base Lr: 2.42e-04
2024-05-20 17:15:16 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.686, Acc: 0.895, Base Lr: 2.42e-04
2024-05-20 17:15:17 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.652, Acc: 0.901, Base Lr: 2.42e-04
2024-05-20 17:15:19 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.621, Acc: 0.909, Base Lr: 2.42e-04
2024-05-20 17:15:21 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.633, Acc: 0.910, Base Lr: 2.42e-04
2024-05-20 17:15:22 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.589, Acc: 0.920, Base Lr: 2.42e-04
2024-05-20 17:15:24 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.566, Acc: 0.926, Base Lr: 2.42e-04
2024-05-20 17:15:26 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.544, Acc: 0.931, Base Lr: 2.42e-04
2024-05-20 17:15:28 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.520, Acc: 0.937, Base Lr: 2.42e-04
2024-05-20 17:15:29 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.496, Acc: 0.941, Base Lr: 2.42e-04
2024-05-20 17:15:31 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.483, Acc: 0.942, Base Lr: 2.42e-04
2024-05-20 17:15:33 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 0.465, Acc: 0.946, Base Lr: 2.42e-04
2024-05-20 17:15:34 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.451, Acc: 0.948, Base Lr: 2.42e-04
2024-05-20 17:15:36 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.433, Acc: 0.951, Base Lr: 2.42e-04
2024-05-20 17:15:38 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.419, Acc: 0.954, Base Lr: 2.42e-04
2024-05-20 17:15:39 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.405, Acc: 0.955, Base Lr: 2.42e-04
2024-05-20 17:15:41 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.391, Acc: 0.957, Base Lr: 2.42e-04
2024-05-20 17:15:43 transreid.train INFO: Epoch[52] Iter[180/186] Loss: 0.377, Acc: 0.959, Base Lr: 2.42e-04
2024-05-20 17:15:43 transreid.train INFO: Epoch 52 done. Time per epoch: 31.712[s] Speed: 371.3[samples/s]
2024-05-20 17:15:46 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.803, Acc: 0.847, Base Lr: 2.37e-04
2024-05-20 17:15:47 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.741, Acc: 0.863, Base Lr: 2.37e-04
2024-05-20 17:15:49 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.711, Acc: 0.879, Base Lr: 2.37e-04
2024-05-20 17:15:51 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.685, Acc: 0.887, Base Lr: 2.37e-04
2024-05-20 17:15:52 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.637, Acc: 0.900, Base Lr: 2.37e-04
2024-05-20 17:15:54 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.589, Acc: 0.913, Base Lr: 2.37e-04
2024-05-20 17:15:56 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.559, Acc: 0.920, Base Lr: 2.37e-04
2024-05-20 17:15:58 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.536, Acc: 0.926, Base Lr: 2.37e-04
2024-05-20 17:15:59 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.510, Acc: 0.931, Base Lr: 2.37e-04
2024-05-20 17:16:01 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.482, Acc: 0.937, Base Lr: 2.37e-04
2024-05-20 17:16:03 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.463, Acc: 0.941, Base Lr: 2.37e-04
2024-05-20 17:16:04 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.445, Acc: 0.945, Base Lr: 2.37e-04
2024-05-20 17:16:06 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.427, Acc: 0.949, Base Lr: 2.37e-04
2024-05-20 17:16:08 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.412, Acc: 0.952, Base Lr: 2.37e-04
2024-05-20 17:16:09 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.397, Acc: 0.954, Base Lr: 2.37e-04
2024-05-20 17:16:11 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.382, Acc: 0.956, Base Lr: 2.37e-04
2024-05-20 17:16:13 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.369, Acc: 0.958, Base Lr: 2.37e-04
2024-05-20 17:16:15 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.354, Acc: 0.960, Base Lr: 2.37e-04
2024-05-20 17:16:15 transreid.train INFO: Epoch 53 done. Time per epoch: 31.865[s] Speed: 369.6[samples/s]
2024-05-20 17:16:18 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.731, Acc: 0.891, Base Lr: 2.32e-04
2024-05-20 17:16:19 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.683, Acc: 0.898, Base Lr: 2.32e-04
2024-05-20 17:16:21 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.632, Acc: 0.910, Base Lr: 2.32e-04
2024-05-20 17:16:23 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.612, Acc: 0.911, Base Lr: 2.32e-04
2024-05-20 17:16:24 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.574, Acc: 0.917, Base Lr: 2.32e-04
2024-05-20 17:16:26 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.552, Acc: 0.920, Base Lr: 2.32e-04
2024-05-20 17:16:28 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.521, Acc: 0.927, Base Lr: 2.32e-04
2024-05-20 17:16:29 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.492, Acc: 0.934, Base Lr: 2.32e-04
2024-05-20 17:16:31 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.476, Acc: 0.938, Base Lr: 2.32e-04
2024-05-20 17:16:33 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.463, Acc: 0.939, Base Lr: 2.32e-04
2024-05-20 17:16:34 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.449, Acc: 0.942, Base Lr: 2.32e-04
2024-05-20 17:16:36 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.433, Acc: 0.947, Base Lr: 2.32e-04
2024-05-20 17:16:38 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.414, Acc: 0.950, Base Lr: 2.32e-04
2024-05-20 17:16:39 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.398, Acc: 0.953, Base Lr: 2.32e-04
2024-05-20 17:16:41 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.387, Acc: 0.955, Base Lr: 2.32e-04
2024-05-20 17:16:43 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.376, Acc: 0.957, Base Lr: 2.32e-04
2024-05-20 17:16:44 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.363, Acc: 0.959, Base Lr: 2.32e-04
2024-05-20 17:16:46 transreid.train INFO: Epoch[54] Iter[180/186] Loss: 0.350, Acc: 0.961, Base Lr: 2.32e-04
2024-05-20 17:16:47 transreid.train INFO: Epoch 54 done. Time per epoch: 31.462[s] Speed: 374.3[samples/s]
2024-05-20 17:16:49 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.629, Acc: 0.909, Base Lr: 2.26e-04
2024-05-20 17:16:51 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.617, Acc: 0.916, Base Lr: 2.26e-04
2024-05-20 17:16:52 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.602, Acc: 0.916, Base Lr: 2.26e-04
2024-05-20 17:16:54 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.584, Acc: 0.918, Base Lr: 2.26e-04
2024-05-20 17:16:56 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.568, Acc: 0.920, Base Lr: 2.26e-04
2024-05-20 17:16:57 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.540, Acc: 0.926, Base Lr: 2.26e-04
2024-05-20 17:16:59 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.517, Acc: 0.930, Base Lr: 2.26e-04
2024-05-20 17:17:01 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.497, Acc: 0.935, Base Lr: 2.26e-04
2024-05-20 17:17:02 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.477, Acc: 0.938, Base Lr: 2.26e-04
2024-05-20 17:17:04 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.457, Acc: 0.942, Base Lr: 2.26e-04
2024-05-20 17:17:06 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.435, Acc: 0.946, Base Lr: 2.26e-04
2024-05-20 17:17:08 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.421, Acc: 0.950, Base Lr: 2.26e-04
2024-05-20 17:17:09 transreid.train INFO: Epoch[55] Iter[130/186] Loss: 0.405, Acc: 0.952, Base Lr: 2.26e-04
2024-05-20 17:17:11 transreid.train INFO: Epoch[55] Iter[140/186] Loss: 0.394, Acc: 0.954, Base Lr: 2.26e-04
2024-05-20 17:17:13 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.380, Acc: 0.956, Base Lr: 2.26e-04
2024-05-20 17:17:14 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.369, Acc: 0.959, Base Lr: 2.26e-04
2024-05-20 17:17:16 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.354, Acc: 0.960, Base Lr: 2.26e-04
2024-05-20 17:17:18 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.341, Acc: 0.962, Base Lr: 2.26e-04
2024-05-20 17:17:18 transreid.train INFO: Epoch 55 done. Time per epoch: 31.483[s] Speed: 372.0[samples/s]
2024-05-20 17:17:21 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.680, Acc: 0.881, Base Lr: 2.21e-04
2024-05-20 17:17:22 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.618, Acc: 0.907, Base Lr: 2.21e-04
2024-05-20 17:17:24 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.583, Acc: 0.923, Base Lr: 2.21e-04
2024-05-20 17:17:26 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.566, Acc: 0.923, Base Lr: 2.21e-04
2024-05-20 17:17:27 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.549, Acc: 0.925, Base Lr: 2.21e-04
2024-05-20 17:17:29 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.520, Acc: 0.930, Base Lr: 2.21e-04
2024-05-20 17:17:31 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.505, Acc: 0.935, Base Lr: 2.21e-04
2024-05-20 17:17:32 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.475, Acc: 0.941, Base Lr: 2.21e-04
2024-05-20 17:17:34 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.455, Acc: 0.945, Base Lr: 2.21e-04
2024-05-20 17:17:36 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.438, Acc: 0.948, Base Lr: 2.21e-04
2024-05-20 17:17:37 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.424, Acc: 0.950, Base Lr: 2.21e-04
2024-05-20 17:17:39 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.403, Acc: 0.954, Base Lr: 2.21e-04
2024-05-20 17:17:41 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.389, Acc: 0.956, Base Lr: 2.21e-04
2024-05-20 17:17:43 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.377, Acc: 0.959, Base Lr: 2.21e-04
2024-05-20 17:17:44 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.362, Acc: 0.961, Base Lr: 2.21e-04
2024-05-20 17:17:46 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.350, Acc: 0.963, Base Lr: 2.21e-04
2024-05-20 17:17:48 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.337, Acc: 0.965, Base Lr: 2.21e-04
2024-05-20 17:17:49 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.325, Acc: 0.967, Base Lr: 2.21e-04
2024-05-20 17:17:50 transreid.train INFO: Epoch 56 done. Time per epoch: 31.688[s] Speed: 369.6[samples/s]
2024-05-20 17:17:52 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.625, Acc: 0.906, Base Lr: 2.16e-04
2024-05-20 17:17:54 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.595, Acc: 0.913, Base Lr: 2.16e-04
2024-05-20 17:17:56 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.587, Acc: 0.913, Base Lr: 2.16e-04
2024-05-20 17:17:58 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.558, Acc: 0.921, Base Lr: 2.16e-04
2024-05-20 17:17:59 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.538, Acc: 0.926, Base Lr: 2.16e-04
2024-05-20 17:18:01 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.516, Acc: 0.933, Base Lr: 2.16e-04
2024-05-20 17:18:03 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.497, Acc: 0.937, Base Lr: 2.16e-04
2024-05-20 17:18:04 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.473, Acc: 0.941, Base Lr: 2.16e-04
2024-05-20 17:18:06 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.452, Acc: 0.945, Base Lr: 2.16e-04
2024-05-20 17:18:08 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.434, Acc: 0.949, Base Lr: 2.16e-04
2024-05-20 17:18:09 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.418, Acc: 0.950, Base Lr: 2.16e-04
2024-05-20 17:18:11 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.403, Acc: 0.953, Base Lr: 2.16e-04
2024-05-20 17:18:13 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.389, Acc: 0.955, Base Lr: 2.16e-04
2024-05-20 17:18:14 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.375, Acc: 0.957, Base Lr: 2.16e-04
2024-05-20 17:18:16 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.362, Acc: 0.959, Base Lr: 2.16e-04
2024-05-20 17:18:18 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.349, Acc: 0.961, Base Lr: 2.16e-04
2024-05-20 17:18:20 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.336, Acc: 0.963, Base Lr: 2.16e-04
2024-05-20 17:18:21 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.324, Acc: 0.965, Base Lr: 2.16e-04
2024-05-20 17:18:22 transreid.train INFO: Epoch 57 done. Time per epoch: 32.091[s] Speed: 367.0[samples/s]
2024-05-20 17:18:24 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.692, Acc: 0.877, Base Lr: 2.11e-04
2024-05-20 17:18:26 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.601, Acc: 0.897, Base Lr: 2.11e-04
2024-05-20 17:18:28 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.566, Acc: 0.908, Base Lr: 2.11e-04
2024-05-20 17:18:29 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.529, Acc: 0.919, Base Lr: 2.11e-04
2024-05-20 17:18:31 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.494, Acc: 0.927, Base Lr: 2.11e-04
2024-05-20 17:18:33 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.475, Acc: 0.933, Base Lr: 2.11e-04
2024-05-20 17:18:35 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.459, Acc: 0.938, Base Lr: 2.11e-04
2024-05-20 17:18:36 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.450, Acc: 0.940, Base Lr: 2.11e-04
2024-05-20 17:18:38 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.434, Acc: 0.945, Base Lr: 2.11e-04
2024-05-20 17:18:40 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.415, Acc: 0.948, Base Lr: 2.11e-04
2024-05-20 17:18:41 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.399, Acc: 0.951, Base Lr: 2.11e-04
2024-05-20 17:18:43 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.385, Acc: 0.953, Base Lr: 2.11e-04
2024-05-20 17:18:45 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.368, Acc: 0.956, Base Lr: 2.11e-04
2024-05-20 17:18:46 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.355, Acc: 0.958, Base Lr: 2.11e-04
2024-05-20 17:18:48 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.346, Acc: 0.960, Base Lr: 2.11e-04
2024-05-20 17:18:50 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.333, Acc: 0.962, Base Lr: 2.11e-04
2024-05-20 17:18:51 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.323, Acc: 0.964, Base Lr: 2.11e-04
2024-05-20 17:18:53 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.311, Acc: 0.965, Base Lr: 2.11e-04
2024-05-20 17:18:54 transreid.train INFO: Epoch 58 done. Time per epoch: 31.716[s] Speed: 369.3[samples/s]
2024-05-20 17:18:56 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.646, Acc: 0.919, Base Lr: 2.06e-04
2024-05-20 17:18:58 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.571, Acc: 0.930, Base Lr: 2.06e-04
2024-05-20 17:18:59 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.551, Acc: 0.934, Base Lr: 2.06e-04
2024-05-20 17:19:01 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.541, Acc: 0.936, Base Lr: 2.06e-04
2024-05-20 17:19:03 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.526, Acc: 0.937, Base Lr: 2.06e-04
2024-05-20 17:19:04 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.487, Acc: 0.944, Base Lr: 2.06e-04
2024-05-20 17:19:06 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.471, Acc: 0.944, Base Lr: 2.06e-04
2024-05-20 17:19:08 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.450, Acc: 0.948, Base Lr: 2.06e-04
2024-05-20 17:19:10 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.424, Acc: 0.953, Base Lr: 2.06e-04
2024-05-20 17:19:11 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.409, Acc: 0.956, Base Lr: 2.06e-04
2024-05-20 17:19:13 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.392, Acc: 0.958, Base Lr: 2.06e-04
2024-05-20 17:19:15 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.378, Acc: 0.961, Base Lr: 2.06e-04
2024-05-20 17:19:16 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.362, Acc: 0.963, Base Lr: 2.06e-04
2024-05-20 17:19:18 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.349, Acc: 0.965, Base Lr: 2.06e-04
2024-05-20 17:19:20 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.336, Acc: 0.967, Base Lr: 2.06e-04
2024-05-20 17:19:21 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.324, Acc: 0.969, Base Lr: 2.06e-04
2024-05-20 17:19:23 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.313, Acc: 0.970, Base Lr: 2.06e-04
2024-05-20 17:19:25 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.301, Acc: 0.972, Base Lr: 2.06e-04
2024-05-20 17:19:26 transreid.train INFO: Epoch 59 done. Time per epoch: 31.999[s] Speed: 368.0[samples/s]
2024-05-20 17:19:28 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.539, Acc: 0.931, Base Lr: 2.00e-04
2024-05-20 17:19:30 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.537, Acc: 0.930, Base Lr: 2.00e-04
2024-05-20 17:19:31 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.496, Acc: 0.938, Base Lr: 2.00e-04
2024-05-20 17:19:33 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.477, Acc: 0.941, Base Lr: 2.00e-04
2024-05-20 17:19:35 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.457, Acc: 0.947, Base Lr: 2.00e-04
2024-05-20 17:19:37 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.445, Acc: 0.950, Base Lr: 2.00e-04
2024-05-20 17:19:38 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.429, Acc: 0.953, Base Lr: 2.00e-04
2024-05-20 17:19:40 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.425, Acc: 0.954, Base Lr: 2.00e-04
2024-05-20 17:19:42 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.411, Acc: 0.955, Base Lr: 2.00e-04
2024-05-20 17:19:43 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.398, Acc: 0.957, Base Lr: 2.00e-04
2024-05-20 17:19:45 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.392, Acc: 0.958, Base Lr: 2.00e-04
2024-05-20 17:19:47 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.375, Acc: 0.961, Base Lr: 2.00e-04
2024-05-20 17:19:48 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.361, Acc: 0.962, Base Lr: 2.00e-04
2024-05-20 17:19:50 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.352, Acc: 0.963, Base Lr: 2.00e-04
2024-05-20 17:19:52 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.339, Acc: 0.966, Base Lr: 2.00e-04
2024-05-20 17:19:53 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.328, Acc: 0.967, Base Lr: 2.00e-04
2024-05-20 17:19:55 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.315, Acc: 0.969, Base Lr: 2.00e-04
2024-05-20 17:19:57 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.305, Acc: 0.970, Base Lr: 2.00e-04
2024-05-20 17:19:57 transreid.train INFO: Epoch 60 done. Time per epoch: 31.606[s] Speed: 370.6[samples/s]
2024-05-20 17:20:23 transreid.train INFO: Validation Results - Epoch: 60
2024-05-20 17:20:23 transreid.train INFO: mAP: 92.1%
2024-05-20 17:20:23 transreid.train INFO: CMC curve, Rank-1  :96.3%
2024-05-20 17:20:23 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-20 17:20:23 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-20 17:20:26 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.594, Acc: 0.944, Base Lr: 1.95e-04
2024-05-20 17:20:27 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.564, Acc: 0.932, Base Lr: 1.95e-04
2024-05-20 17:20:29 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.531, Acc: 0.935, Base Lr: 1.95e-04
2024-05-20 17:20:31 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.506, Acc: 0.943, Base Lr: 1.95e-04
2024-05-20 17:20:32 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.482, Acc: 0.945, Base Lr: 1.95e-04
2024-05-20 17:20:34 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.464, Acc: 0.947, Base Lr: 1.95e-04
2024-05-20 17:20:36 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.449, Acc: 0.950, Base Lr: 1.95e-04
2024-05-20 17:20:37 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.425, Acc: 0.954, Base Lr: 1.95e-04
2024-05-20 17:20:39 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.404, Acc: 0.957, Base Lr: 1.95e-04
2024-05-20 17:20:41 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.392, Acc: 0.959, Base Lr: 1.95e-04
2024-05-20 17:20:43 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.374, Acc: 0.962, Base Lr: 1.95e-04
2024-05-20 17:20:44 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.357, Acc: 0.965, Base Lr: 1.95e-04
2024-05-20 17:20:46 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.342, Acc: 0.967, Base Lr: 1.95e-04
2024-05-20 17:20:48 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.335, Acc: 0.968, Base Lr: 1.95e-04
2024-05-20 17:20:49 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.326, Acc: 0.969, Base Lr: 1.95e-04
2024-05-20 17:20:51 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.314, Acc: 0.971, Base Lr: 1.95e-04
2024-05-20 17:20:53 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.303, Acc: 0.972, Base Lr: 1.95e-04
2024-05-20 17:20:54 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.292, Acc: 0.973, Base Lr: 1.95e-04
2024-05-20 17:20:55 transreid.train INFO: Epoch 61 done. Time per epoch: 31.883[s] Speed: 369.4[samples/s]
2024-05-20 17:20:58 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.568, Acc: 0.923, Base Lr: 1.90e-04
2024-05-20 17:20:59 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.547, Acc: 0.932, Base Lr: 1.90e-04
2024-05-20 17:21:01 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.517, Acc: 0.932, Base Lr: 1.90e-04
2024-05-20 17:21:03 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.492, Acc: 0.942, Base Lr: 1.90e-04
2024-05-20 17:21:04 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.471, Acc: 0.948, Base Lr: 1.90e-04
2024-05-20 17:21:06 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.448, Acc: 0.951, Base Lr: 1.90e-04
2024-05-20 17:21:08 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.431, Acc: 0.953, Base Lr: 1.90e-04
2024-05-20 17:21:09 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.416, Acc: 0.955, Base Lr: 1.90e-04
2024-05-20 17:21:11 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.397, Acc: 0.957, Base Lr: 1.90e-04
2024-05-20 17:21:13 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.381, Acc: 0.960, Base Lr: 1.90e-04
2024-05-20 17:21:14 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.363, Acc: 0.963, Base Lr: 1.90e-04
2024-05-20 17:21:16 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.351, Acc: 0.965, Base Lr: 1.90e-04
2024-05-20 17:21:18 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.335, Acc: 0.967, Base Lr: 1.90e-04
2024-05-20 17:21:19 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.322, Acc: 0.969, Base Lr: 1.90e-04
2024-05-20 17:21:21 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.310, Acc: 0.971, Base Lr: 1.90e-04
2024-05-20 17:21:23 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.301, Acc: 0.972, Base Lr: 1.90e-04
2024-05-20 17:21:24 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.289, Acc: 0.973, Base Lr: 1.90e-04
2024-05-20 17:21:26 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.279, Acc: 0.974, Base Lr: 1.90e-04
2024-05-20 17:21:27 transreid.train INFO: Epoch 62 done. Time per epoch: 31.629[s] Speed: 370.3[samples/s]
2024-05-20 17:21:29 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.571, Acc: 0.917, Base Lr: 1.85e-04
2024-05-20 17:21:31 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.495, Acc: 0.937, Base Lr: 1.85e-04
2024-05-20 17:21:33 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.483, Acc: 0.937, Base Lr: 1.85e-04
2024-05-20 17:21:34 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.482, Acc: 0.941, Base Lr: 1.85e-04
2024-05-20 17:21:36 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.451, Acc: 0.947, Base Lr: 1.85e-04
2024-05-20 17:21:38 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.427, Acc: 0.952, Base Lr: 1.85e-04
2024-05-20 17:21:39 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.412, Acc: 0.955, Base Lr: 1.85e-04
2024-05-20 17:21:41 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.396, Acc: 0.958, Base Lr: 1.85e-04
2024-05-20 17:21:43 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.378, Acc: 0.961, Base Lr: 1.85e-04
2024-05-20 17:21:44 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.363, Acc: 0.963, Base Lr: 1.85e-04
2024-05-20 17:21:46 transreid.train INFO: Epoch[63] Iter[110/186] Loss: 0.351, Acc: 0.964, Base Lr: 1.85e-04
2024-05-20 17:21:48 transreid.train INFO: Epoch[63] Iter[120/186] Loss: 0.341, Acc: 0.966, Base Lr: 1.85e-04
2024-05-20 17:21:49 transreid.train INFO: Epoch[63] Iter[130/186] Loss: 0.329, Acc: 0.968, Base Lr: 1.85e-04
2024-05-20 17:21:51 transreid.train INFO: Epoch[63] Iter[140/186] Loss: 0.318, Acc: 0.969, Base Lr: 1.85e-04
2024-05-20 17:21:53 transreid.train INFO: Epoch[63] Iter[150/186] Loss: 0.307, Acc: 0.971, Base Lr: 1.85e-04
2024-05-20 17:21:54 transreid.train INFO: Epoch[63] Iter[160/186] Loss: 0.297, Acc: 0.973, Base Lr: 1.85e-04
2024-05-20 17:21:56 transreid.train INFO: Epoch[63] Iter[170/186] Loss: 0.288, Acc: 0.974, Base Lr: 1.85e-04
2024-05-20 17:21:58 transreid.train INFO: Epoch[63] Iter[180/186] Loss: 0.280, Acc: 0.975, Base Lr: 1.85e-04
2024-05-20 17:21:58 transreid.train INFO: Epoch 63 done. Time per epoch: 31.614[s] Speed: 370.5[samples/s]
2024-05-20 17:22:01 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.513, Acc: 0.955, Base Lr: 1.80e-04
2024-05-20 17:22:02 transreid.train INFO: Epoch[64] Iter[20/186] Loss: 0.489, Acc: 0.950, Base Lr: 1.80e-04
2024-05-20 17:22:04 transreid.train INFO: Epoch[64] Iter[30/186] Loss: 0.476, Acc: 0.949, Base Lr: 1.80e-04
2024-05-20 17:22:06 transreid.train INFO: Epoch[64] Iter[40/186] Loss: 0.443, Acc: 0.955, Base Lr: 1.80e-04
2024-05-20 17:22:07 transreid.train INFO: Epoch[64] Iter[50/186] Loss: 0.410, Acc: 0.961, Base Lr: 1.80e-04
2024-05-20 17:22:09 transreid.train INFO: Epoch[64] Iter[60/186] Loss: 0.384, Acc: 0.965, Base Lr: 1.80e-04
2024-05-20 17:22:11 transreid.train INFO: Epoch[64] Iter[70/186] Loss: 0.370, Acc: 0.964, Base Lr: 1.80e-04
2024-05-20 17:22:12 transreid.train INFO: Epoch[64] Iter[80/186] Loss: 0.361, Acc: 0.965, Base Lr: 1.80e-04
2024-05-20 17:22:14 transreid.train INFO: Epoch[64] Iter[90/186] Loss: 0.352, Acc: 0.966, Base Lr: 1.80e-04
2024-05-20 17:22:16 transreid.train INFO: Epoch[64] Iter[100/186] Loss: 0.342, Acc: 0.967, Base Lr: 1.80e-04
2024-05-20 17:22:18 transreid.train INFO: Epoch[64] Iter[110/186] Loss: 0.332, Acc: 0.969, Base Lr: 1.80e-04
2024-05-20 17:22:19 transreid.train INFO: Epoch[64] Iter[120/186] Loss: 0.325, Acc: 0.970, Base Lr: 1.80e-04
2024-05-20 17:22:21 transreid.train INFO: Epoch[64] Iter[130/186] Loss: 0.314, Acc: 0.972, Base Lr: 1.80e-04
2024-05-20 17:22:23 transreid.train INFO: Epoch[64] Iter[140/186] Loss: 0.305, Acc: 0.974, Base Lr: 1.80e-04
2024-05-20 17:22:24 transreid.train INFO: Epoch[64] Iter[150/186] Loss: 0.295, Acc: 0.975, Base Lr: 1.80e-04
2024-05-20 17:22:26 transreid.train INFO: Epoch[64] Iter[160/186] Loss: 0.285, Acc: 0.977, Base Lr: 1.80e-04
2024-05-20 17:22:28 transreid.train INFO: Epoch[64] Iter[170/186] Loss: 0.277, Acc: 0.978, Base Lr: 1.80e-04
2024-05-20 17:22:29 transreid.train INFO: Epoch[64] Iter[180/186] Loss: 0.271, Acc: 0.979, Base Lr: 1.80e-04
2024-05-20 17:22:30 transreid.train INFO: Epoch 64 done. Time per epoch: 31.591[s] Speed: 370.7[samples/s]
2024-05-20 17:22:32 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.535, Acc: 0.941, Base Lr: 1.74e-04
2024-05-20 17:22:34 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 0.513, Acc: 0.937, Base Lr: 1.74e-04
2024-05-20 17:22:36 transreid.train INFO: Epoch[65] Iter[30/186] Loss: 0.494, Acc: 0.940, Base Lr: 1.74e-04
2024-05-20 17:22:37 transreid.train INFO: Epoch[65] Iter[40/186] Loss: 0.469, Acc: 0.943, Base Lr: 1.74e-04
2024-05-20 17:22:39 transreid.train INFO: Epoch[65] Iter[50/186] Loss: 0.446, Acc: 0.948, Base Lr: 1.74e-04
2024-05-20 17:22:41 transreid.train INFO: Epoch[65] Iter[60/186] Loss: 0.417, Acc: 0.954, Base Lr: 1.74e-04
2024-05-20 17:22:42 transreid.train INFO: Epoch[65] Iter[70/186] Loss: 0.403, Acc: 0.957, Base Lr: 1.74e-04
2024-05-20 17:22:44 transreid.train INFO: Epoch[65] Iter[80/186] Loss: 0.386, Acc: 0.961, Base Lr: 1.74e-04
2024-05-20 17:22:46 transreid.train INFO: Epoch[65] Iter[90/186] Loss: 0.367, Acc: 0.964, Base Lr: 1.74e-04
2024-05-20 17:22:47 transreid.train INFO: Epoch[65] Iter[100/186] Loss: 0.350, Acc: 0.966, Base Lr: 1.74e-04
2024-05-20 17:22:49 transreid.train INFO: Epoch[65] Iter[110/186] Loss: 0.336, Acc: 0.968, Base Lr: 1.74e-04
2024-05-20 17:22:51 transreid.train INFO: Epoch[65] Iter[120/186] Loss: 0.324, Acc: 0.969, Base Lr: 1.74e-04
2024-05-20 17:22:52 transreid.train INFO: Epoch[65] Iter[130/186] Loss: 0.314, Acc: 0.969, Base Lr: 1.74e-04
2024-05-20 17:22:54 transreid.train INFO: Epoch[65] Iter[140/186] Loss: 0.302, Acc: 0.971, Base Lr: 1.74e-04
2024-05-20 17:22:56 transreid.train INFO: Epoch[65] Iter[150/186] Loss: 0.297, Acc: 0.972, Base Lr: 1.74e-04
2024-05-20 17:22:58 transreid.train INFO: Epoch[65] Iter[160/186] Loss: 0.288, Acc: 0.973, Base Lr: 1.74e-04
2024-05-20 17:22:59 transreid.train INFO: Epoch[65] Iter[170/186] Loss: 0.279, Acc: 0.975, Base Lr: 1.74e-04
2024-05-20 17:23:01 transreid.train INFO: Epoch[65] Iter[180/186] Loss: 0.269, Acc: 0.976, Base Lr: 1.74e-04
2024-05-20 17:23:02 transreid.train INFO: Epoch 65 done. Time per epoch: 31.700[s] Speed: 371.5[samples/s]
2024-05-20 17:23:04 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.476, Acc: 0.950, Base Lr: 1.69e-04
2024-05-20 17:23:06 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.491, Acc: 0.948, Base Lr: 1.69e-04
2024-05-20 17:23:07 transreid.train INFO: Epoch[66] Iter[30/186] Loss: 0.445, Acc: 0.953, Base Lr: 1.69e-04
2024-05-20 17:23:09 transreid.train INFO: Epoch[66] Iter[40/186] Loss: 0.410, Acc: 0.959, Base Lr: 1.69e-04
2024-05-20 17:23:11 transreid.train INFO: Epoch[66] Iter[50/186] Loss: 0.409, Acc: 0.962, Base Lr: 1.69e-04
2024-05-20 17:23:12 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 0.397, Acc: 0.962, Base Lr: 1.69e-04
2024-05-20 17:23:14 transreid.train INFO: Epoch[66] Iter[70/186] Loss: 0.392, Acc: 0.962, Base Lr: 1.69e-04
2024-05-20 17:23:16 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.376, Acc: 0.964, Base Lr: 1.69e-04
2024-05-20 17:23:17 transreid.train INFO: Epoch[66] Iter[90/186] Loss: 0.364, Acc: 0.966, Base Lr: 1.69e-04
2024-05-20 17:23:19 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.347, Acc: 0.969, Base Lr: 1.69e-04
2024-05-20 17:23:21 transreid.train INFO: Epoch[66] Iter[110/186] Loss: 0.332, Acc: 0.970, Base Lr: 1.69e-04
2024-05-20 17:23:23 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 0.326, Acc: 0.972, Base Lr: 1.69e-04
2024-05-20 17:23:24 transreid.train INFO: Epoch[66] Iter[130/186] Loss: 0.310, Acc: 0.974, Base Lr: 1.69e-04
2024-05-20 17:23:26 transreid.train INFO: Epoch[66] Iter[140/186] Loss: 0.301, Acc: 0.974, Base Lr: 1.69e-04
2024-05-20 17:23:28 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.291, Acc: 0.975, Base Lr: 1.69e-04
2024-05-20 17:23:29 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.282, Acc: 0.976, Base Lr: 1.69e-04
2024-05-20 17:23:31 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.270, Acc: 0.978, Base Lr: 1.69e-04
2024-05-20 17:23:33 transreid.train INFO: Epoch[66] Iter[180/186] Loss: 0.260, Acc: 0.979, Base Lr: 1.69e-04
2024-05-20 17:23:33 transreid.train INFO: Epoch 66 done. Time per epoch: 31.621[s] Speed: 370.4[samples/s]
2024-05-20 17:23:36 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.431, Acc: 0.956, Base Lr: 1.64e-04
2024-05-20 17:23:37 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.431, Acc: 0.951, Base Lr: 1.64e-04
2024-05-20 17:23:39 transreid.train INFO: Epoch[67] Iter[30/186] Loss: 0.417, Acc: 0.956, Base Lr: 1.64e-04
2024-05-20 17:23:41 transreid.train INFO: Epoch[67] Iter[40/186] Loss: 0.406, Acc: 0.959, Base Lr: 1.64e-04
2024-05-20 17:23:42 transreid.train INFO: Epoch[67] Iter[50/186] Loss: 0.390, Acc: 0.961, Base Lr: 1.64e-04
2024-05-20 17:23:44 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.376, Acc: 0.962, Base Lr: 1.64e-04
2024-05-20 17:23:46 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.363, Acc: 0.965, Base Lr: 1.64e-04
2024-05-20 17:23:47 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.355, Acc: 0.967, Base Lr: 1.64e-04
2024-05-20 17:23:49 transreid.train INFO: Epoch[67] Iter[90/186] Loss: 0.336, Acc: 0.969, Base Lr: 1.64e-04
2024-05-20 17:23:51 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.325, Acc: 0.972, Base Lr: 1.64e-04
2024-05-20 17:23:52 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.310, Acc: 0.973, Base Lr: 1.64e-04
2024-05-20 17:23:54 transreid.train INFO: Epoch[67] Iter[120/186] Loss: 0.299, Acc: 0.975, Base Lr: 1.64e-04
2024-05-20 17:23:56 transreid.train INFO: Epoch[67] Iter[130/186] Loss: 0.287, Acc: 0.976, Base Lr: 1.64e-04
2024-05-20 17:23:58 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.276, Acc: 0.977, Base Lr: 1.64e-04
2024-05-20 17:23:59 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.266, Acc: 0.978, Base Lr: 1.64e-04
2024-05-20 17:24:01 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.257, Acc: 0.979, Base Lr: 1.64e-04
2024-05-20 17:24:03 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.248, Acc: 0.980, Base Lr: 1.64e-04
2024-05-20 17:24:04 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.238, Acc: 0.981, Base Lr: 1.64e-04
2024-05-20 17:24:05 transreid.train INFO: Epoch 67 done. Time per epoch: 31.776[s] Speed: 370.6[samples/s]
2024-05-20 17:24:07 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.406, Acc: 0.964, Base Lr: 1.59e-04
2024-05-20 17:24:09 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.384, Acc: 0.969, Base Lr: 1.59e-04
2024-05-20 17:24:11 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.374, Acc: 0.967, Base Lr: 1.59e-04
2024-05-20 17:24:12 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 0.386, Acc: 0.962, Base Lr: 1.59e-04
2024-05-20 17:24:14 transreid.train INFO: Epoch[68] Iter[50/186] Loss: 0.366, Acc: 0.966, Base Lr: 1.59e-04
2024-05-20 17:24:16 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.348, Acc: 0.969, Base Lr: 1.59e-04
2024-05-20 17:24:17 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.345, Acc: 0.969, Base Lr: 1.59e-04
2024-05-20 17:24:19 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.332, Acc: 0.971, Base Lr: 1.59e-04
2024-05-20 17:24:21 transreid.train INFO: Epoch[68] Iter[90/186] Loss: 0.330, Acc: 0.971, Base Lr: 1.59e-04
2024-05-20 17:24:22 transreid.train INFO: Epoch[68] Iter[100/186] Loss: 0.323, Acc: 0.972, Base Lr: 1.59e-04
2024-05-20 17:24:24 transreid.train INFO: Epoch[68] Iter[110/186] Loss: 0.310, Acc: 0.974, Base Lr: 1.59e-04
2024-05-20 17:24:26 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 0.297, Acc: 0.975, Base Lr: 1.59e-04
2024-05-20 17:24:28 transreid.train INFO: Epoch[68] Iter[130/186] Loss: 0.283, Acc: 0.977, Base Lr: 1.59e-04
2024-05-20 17:24:29 transreid.train INFO: Epoch[68] Iter[140/186] Loss: 0.274, Acc: 0.978, Base Lr: 1.59e-04
2024-05-20 17:24:31 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.265, Acc: 0.979, Base Lr: 1.59e-04
2024-05-20 17:24:33 transreid.train INFO: Epoch[68] Iter[160/186] Loss: 0.256, Acc: 0.980, Base Lr: 1.59e-04
2024-05-20 17:24:34 transreid.train INFO: Epoch[68] Iter[170/186] Loss: 0.247, Acc: 0.981, Base Lr: 1.59e-04
2024-05-20 17:24:36 transreid.train INFO: Epoch[68] Iter[180/186] Loss: 0.238, Acc: 0.982, Base Lr: 1.59e-04
2024-05-20 17:24:36 transreid.train INFO: Epoch 68 done. Time per epoch: 31.464[s] Speed: 372.2[samples/s]
2024-05-20 17:24:39 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.521, Acc: 0.947, Base Lr: 1.54e-04
2024-05-20 17:24:41 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.414, Acc: 0.963, Base Lr: 1.54e-04
2024-05-20 17:24:42 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.411, Acc: 0.960, Base Lr: 1.54e-04
2024-05-20 17:24:44 transreid.train INFO: Epoch[69] Iter[40/186] Loss: 0.397, Acc: 0.961, Base Lr: 1.54e-04
2024-05-20 17:24:46 transreid.train INFO: Epoch[69] Iter[50/186] Loss: 0.376, Acc: 0.963, Base Lr: 1.54e-04
2024-05-20 17:24:47 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.357, Acc: 0.966, Base Lr: 1.54e-04
2024-05-20 17:24:49 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.346, Acc: 0.967, Base Lr: 1.54e-04
2024-05-20 17:24:51 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.334, Acc: 0.969, Base Lr: 1.54e-04
2024-05-20 17:24:52 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.323, Acc: 0.971, Base Lr: 1.54e-04
2024-05-20 17:24:54 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.308, Acc: 0.974, Base Lr: 1.54e-04
2024-05-20 17:24:56 transreid.train INFO: Epoch[69] Iter[110/186] Loss: 0.302, Acc: 0.975, Base Lr: 1.54e-04
2024-05-20 17:24:57 transreid.train INFO: Epoch[69] Iter[120/186] Loss: 0.291, Acc: 0.977, Base Lr: 1.54e-04
2024-05-20 17:24:59 transreid.train INFO: Epoch[69] Iter[130/186] Loss: 0.281, Acc: 0.979, Base Lr: 1.54e-04
2024-05-20 17:25:01 transreid.train INFO: Epoch[69] Iter[140/186] Loss: 0.280, Acc: 0.979, Base Lr: 1.54e-04
2024-05-20 17:25:02 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.271, Acc: 0.980, Base Lr: 1.54e-04
2024-05-20 17:25:04 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.264, Acc: 0.980, Base Lr: 1.54e-04
2024-05-20 17:25:06 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.257, Acc: 0.981, Base Lr: 1.54e-04
2024-05-20 17:25:07 transreid.train INFO: Epoch[69] Iter[180/186] Loss: 0.249, Acc: 0.982, Base Lr: 1.54e-04
2024-05-20 17:25:08 transreid.train INFO: Epoch 69 done. Time per epoch: 31.753[s] Speed: 370.9[samples/s]
2024-05-20 17:25:11 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.511, Acc: 0.941, Base Lr: 1.49e-04
2024-05-20 17:25:12 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.437, Acc: 0.953, Base Lr: 1.49e-04
2024-05-20 17:25:14 transreid.train INFO: Epoch[70] Iter[30/186] Loss: 0.418, Acc: 0.956, Base Lr: 1.49e-04
2024-05-20 17:25:16 transreid.train INFO: Epoch[70] Iter[40/186] Loss: 0.400, Acc: 0.957, Base Lr: 1.49e-04
2024-05-20 17:25:17 transreid.train INFO: Epoch[70] Iter[50/186] Loss: 0.378, Acc: 0.962, Base Lr: 1.49e-04
2024-05-20 17:25:19 transreid.train INFO: Epoch[70] Iter[60/186] Loss: 0.358, Acc: 0.965, Base Lr: 1.49e-04
2024-05-20 17:25:21 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.346, Acc: 0.968, Base Lr: 1.49e-04
2024-05-20 17:25:23 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.331, Acc: 0.970, Base Lr: 1.49e-04
2024-05-20 17:25:24 transreid.train INFO: Epoch[70] Iter[90/186] Loss: 0.316, Acc: 0.972, Base Lr: 1.49e-04
2024-05-20 17:25:26 transreid.train INFO: Epoch[70] Iter[100/186] Loss: 0.303, Acc: 0.974, Base Lr: 1.49e-04
2024-05-20 17:25:28 transreid.train INFO: Epoch[70] Iter[110/186] Loss: 0.301, Acc: 0.974, Base Lr: 1.49e-04
2024-05-20 17:25:29 transreid.train INFO: Epoch[70] Iter[120/186] Loss: 0.294, Acc: 0.975, Base Lr: 1.49e-04
2024-05-20 17:25:31 transreid.train INFO: Epoch[70] Iter[130/186] Loss: 0.284, Acc: 0.976, Base Lr: 1.49e-04
2024-05-20 17:25:33 transreid.train INFO: Epoch[70] Iter[140/186] Loss: 0.274, Acc: 0.978, Base Lr: 1.49e-04
2024-05-20 17:25:34 transreid.train INFO: Epoch[70] Iter[150/186] Loss: 0.265, Acc: 0.979, Base Lr: 1.49e-04
2024-05-20 17:25:36 transreid.train INFO: Epoch[70] Iter[160/186] Loss: 0.258, Acc: 0.979, Base Lr: 1.49e-04
2024-05-20 17:25:38 transreid.train INFO: Epoch[70] Iter[170/186] Loss: 0.249, Acc: 0.980, Base Lr: 1.49e-04
2024-05-20 17:25:39 transreid.train INFO: Epoch[70] Iter[180/186] Loss: 0.240, Acc: 0.981, Base Lr: 1.49e-04
2024-05-20 17:25:40 transreid.train INFO: Epoch 70 done. Time per epoch: 31.827[s] Speed: 368.0[samples/s]
2024-05-20 17:25:42 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.393, Acc: 0.955, Base Lr: 1.44e-04
2024-05-20 17:25:44 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.416, Acc: 0.957, Base Lr: 1.44e-04
2024-05-20 17:25:46 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.398, Acc: 0.959, Base Lr: 1.44e-04
2024-05-20 17:25:47 transreid.train INFO: Epoch[71] Iter[40/186] Loss: 0.377, Acc: 0.964, Base Lr: 1.44e-04
2024-05-20 17:25:49 transreid.train INFO: Epoch[71] Iter[50/186] Loss: 0.359, Acc: 0.966, Base Lr: 1.44e-04
2024-05-20 17:25:51 transreid.train INFO: Epoch[71] Iter[60/186] Loss: 0.341, Acc: 0.968, Base Lr: 1.44e-04
2024-05-20 17:25:53 transreid.train INFO: Epoch[71] Iter[70/186] Loss: 0.334, Acc: 0.971, Base Lr: 1.44e-04
2024-05-20 17:25:54 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.323, Acc: 0.972, Base Lr: 1.44e-04
2024-05-20 17:25:56 transreid.train INFO: Epoch[71] Iter[90/186] Loss: 0.313, Acc: 0.974, Base Lr: 1.44e-04
2024-05-20 17:25:58 transreid.train INFO: Epoch[71] Iter[100/186] Loss: 0.306, Acc: 0.974, Base Lr: 1.44e-04
2024-05-20 17:25:59 transreid.train INFO: Epoch[71] Iter[110/186] Loss: 0.294, Acc: 0.976, Base Lr: 1.44e-04
2024-05-20 17:26:01 transreid.train INFO: Epoch[71] Iter[120/186] Loss: 0.281, Acc: 0.977, Base Lr: 1.44e-04
2024-05-20 17:26:03 transreid.train INFO: Epoch[71] Iter[130/186] Loss: 0.272, Acc: 0.979, Base Lr: 1.44e-04
2024-05-20 17:26:04 transreid.train INFO: Epoch[71] Iter[140/186] Loss: 0.264, Acc: 0.980, Base Lr: 1.44e-04
2024-05-20 17:26:06 transreid.train INFO: Epoch[71] Iter[150/186] Loss: 0.256, Acc: 0.981, Base Lr: 1.44e-04
2024-05-20 17:26:08 transreid.train INFO: Epoch[71] Iter[160/186] Loss: 0.247, Acc: 0.981, Base Lr: 1.44e-04
2024-05-20 17:26:09 transreid.train INFO: Epoch[71] Iter[170/186] Loss: 0.240, Acc: 0.982, Base Lr: 1.44e-04
2024-05-20 17:26:11 transreid.train INFO: Epoch[71] Iter[180/186] Loss: 0.232, Acc: 0.982, Base Lr: 1.44e-04
2024-05-20 17:26:12 transreid.train INFO: Epoch 71 done. Time per epoch: 31.722[s] Speed: 371.2[samples/s]
2024-05-20 17:26:14 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.440, Acc: 0.959, Base Lr: 1.39e-04
2024-05-20 17:26:16 transreid.train INFO: Epoch[72] Iter[20/186] Loss: 0.428, Acc: 0.965, Base Lr: 1.39e-04
2024-05-20 17:26:18 transreid.train INFO: Epoch[72] Iter[30/186] Loss: 0.394, Acc: 0.964, Base Lr: 1.39e-04
2024-05-20 17:26:19 transreid.train INFO: Epoch[72] Iter[40/186] Loss: 0.362, Acc: 0.969, Base Lr: 1.39e-04
2024-05-20 17:26:21 transreid.train INFO: Epoch[72] Iter[50/186] Loss: 0.349, Acc: 0.971, Base Lr: 1.39e-04
2024-05-20 17:26:23 transreid.train INFO: Epoch[72] Iter[60/186] Loss: 0.339, Acc: 0.972, Base Lr: 1.39e-04
2024-05-20 17:26:24 transreid.train INFO: Epoch[72] Iter[70/186] Loss: 0.321, Acc: 0.975, Base Lr: 1.39e-04
2024-05-20 17:26:26 transreid.train INFO: Epoch[72] Iter[80/186] Loss: 0.308, Acc: 0.977, Base Lr: 1.39e-04
2024-05-20 17:26:28 transreid.train INFO: Epoch[72] Iter[90/186] Loss: 0.300, Acc: 0.977, Base Lr: 1.39e-04
2024-05-20 17:26:29 transreid.train INFO: Epoch[72] Iter[100/186] Loss: 0.291, Acc: 0.979, Base Lr: 1.39e-04
2024-05-20 17:26:31 transreid.train INFO: Epoch[72] Iter[110/186] Loss: 0.288, Acc: 0.978, Base Lr: 1.39e-04
2024-05-20 17:26:33 transreid.train INFO: Epoch[72] Iter[120/186] Loss: 0.276, Acc: 0.979, Base Lr: 1.39e-04
2024-05-20 17:26:34 transreid.train INFO: Epoch[72] Iter[130/186] Loss: 0.272, Acc: 0.979, Base Lr: 1.39e-04
2024-05-20 17:26:36 transreid.train INFO: Epoch[72] Iter[140/186] Loss: 0.264, Acc: 0.980, Base Lr: 1.39e-04
2024-05-20 17:26:38 transreid.train INFO: Epoch[72] Iter[150/186] Loss: 0.256, Acc: 0.981, Base Lr: 1.39e-04
2024-05-20 17:26:39 transreid.train INFO: Epoch[72] Iter[160/186] Loss: 0.248, Acc: 0.982, Base Lr: 1.39e-04
2024-05-20 17:26:41 transreid.train INFO: Epoch[72] Iter[170/186] Loss: 0.239, Acc: 0.982, Base Lr: 1.39e-04
2024-05-20 17:26:43 transreid.train INFO: Epoch[72] Iter[180/186] Loss: 0.232, Acc: 0.983, Base Lr: 1.39e-04
2024-05-20 17:26:43 transreid.train INFO: Epoch 72 done. Time per epoch: 31.585[s] Speed: 370.8[samples/s]
2024-05-20 17:26:46 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.483, Acc: 0.942, Base Lr: 1.34e-04
2024-05-20 17:26:47 transreid.train INFO: Epoch[73] Iter[20/186] Loss: 0.434, Acc: 0.951, Base Lr: 1.34e-04
2024-05-20 17:26:49 transreid.train INFO: Epoch[73] Iter[30/186] Loss: 0.415, Acc: 0.960, Base Lr: 1.34e-04
2024-05-20 17:26:51 transreid.train INFO: Epoch[73] Iter[40/186] Loss: 0.398, Acc: 0.961, Base Lr: 1.34e-04
2024-05-20 17:26:52 transreid.train INFO: Epoch[73] Iter[50/186] Loss: 0.383, Acc: 0.965, Base Lr: 1.34e-04
2024-05-20 17:26:54 transreid.train INFO: Epoch[73] Iter[60/186] Loss: 0.361, Acc: 0.968, Base Lr: 1.34e-04
2024-05-20 17:26:56 transreid.train INFO: Epoch[73] Iter[70/186] Loss: 0.343, Acc: 0.971, Base Lr: 1.34e-04
2024-05-20 17:26:57 transreid.train INFO: Epoch[73] Iter[80/186] Loss: 0.320, Acc: 0.973, Base Lr: 1.34e-04
2024-05-20 17:26:59 transreid.train INFO: Epoch[73] Iter[90/186] Loss: 0.304, Acc: 0.975, Base Lr: 1.34e-04
2024-05-20 17:27:01 transreid.train INFO: Epoch[73] Iter[100/186] Loss: 0.294, Acc: 0.976, Base Lr: 1.34e-04
2024-05-20 17:27:03 transreid.train INFO: Epoch[73] Iter[110/186] Loss: 0.281, Acc: 0.977, Base Lr: 1.34e-04
2024-05-20 17:27:04 transreid.train INFO: Epoch[73] Iter[120/186] Loss: 0.272, Acc: 0.978, Base Lr: 1.34e-04
2024-05-20 17:27:06 transreid.train INFO: Epoch[73] Iter[130/186] Loss: 0.263, Acc: 0.979, Base Lr: 1.34e-04
2024-05-20 17:27:08 transreid.train INFO: Epoch[73] Iter[140/186] Loss: 0.255, Acc: 0.980, Base Lr: 1.34e-04
2024-05-20 17:27:09 transreid.train INFO: Epoch[73] Iter[150/186] Loss: 0.247, Acc: 0.981, Base Lr: 1.34e-04
2024-05-20 17:27:11 transreid.train INFO: Epoch[73] Iter[160/186] Loss: 0.240, Acc: 0.982, Base Lr: 1.34e-04
2024-05-20 17:27:13 transreid.train INFO: Epoch[73] Iter[170/186] Loss: 0.231, Acc: 0.983, Base Lr: 1.34e-04
2024-05-20 17:27:14 transreid.train INFO: Epoch[73] Iter[180/186] Loss: 0.223, Acc: 0.984, Base Lr: 1.34e-04
2024-05-20 17:27:15 transreid.train INFO: Epoch 73 done. Time per epoch: 31.476[s] Speed: 372.1[samples/s]
2024-05-20 17:27:17 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.409, Acc: 0.972, Base Lr: 1.29e-04
2024-05-20 17:27:19 transreid.train INFO: Epoch[74] Iter[20/186] Loss: 0.401, Acc: 0.963, Base Lr: 1.29e-04
2024-05-20 17:27:21 transreid.train INFO: Epoch[74] Iter[30/186] Loss: 0.402, Acc: 0.960, Base Lr: 1.29e-04
2024-05-20 17:27:22 transreid.train INFO: Epoch[74] Iter[40/186] Loss: 0.374, Acc: 0.967, Base Lr: 1.29e-04
2024-05-20 17:27:24 transreid.train INFO: Epoch[74] Iter[50/186] Loss: 0.351, Acc: 0.969, Base Lr: 1.29e-04
2024-05-20 17:27:26 transreid.train INFO: Epoch[74] Iter[60/186] Loss: 0.338, Acc: 0.972, Base Lr: 1.29e-04
2024-05-20 17:27:27 transreid.train INFO: Epoch[74] Iter[70/186] Loss: 0.328, Acc: 0.972, Base Lr: 1.29e-04
2024-05-20 17:27:29 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.313, Acc: 0.975, Base Lr: 1.29e-04
2024-05-20 17:27:31 transreid.train INFO: Epoch[74] Iter[90/186] Loss: 0.300, Acc: 0.976, Base Lr: 1.29e-04
2024-05-20 17:27:32 transreid.train INFO: Epoch[74] Iter[100/186] Loss: 0.291, Acc: 0.976, Base Lr: 1.29e-04
2024-05-20 17:27:34 transreid.train INFO: Epoch[74] Iter[110/186] Loss: 0.281, Acc: 0.977, Base Lr: 1.29e-04
2024-05-20 17:27:36 transreid.train INFO: Epoch[74] Iter[120/186] Loss: 0.270, Acc: 0.978, Base Lr: 1.29e-04
2024-05-20 17:27:37 transreid.train INFO: Epoch[74] Iter[130/186] Loss: 0.261, Acc: 0.980, Base Lr: 1.29e-04
2024-05-20 17:27:39 transreid.train INFO: Epoch[74] Iter[140/186] Loss: 0.254, Acc: 0.980, Base Lr: 1.29e-04
2024-05-20 17:27:41 transreid.train INFO: Epoch[74] Iter[150/186] Loss: 0.245, Acc: 0.981, Base Lr: 1.29e-04
2024-05-20 17:27:43 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.236, Acc: 0.982, Base Lr: 1.29e-04
2024-05-20 17:27:44 transreid.train INFO: Epoch[74] Iter[170/186] Loss: 0.228, Acc: 0.983, Base Lr: 1.29e-04
2024-05-20 17:27:46 transreid.train INFO: Epoch[74] Iter[180/186] Loss: 0.221, Acc: 0.983, Base Lr: 1.29e-04
2024-05-20 17:27:46 transreid.train INFO: Epoch 74 done. Time per epoch: 31.638[s] Speed: 370.2[samples/s]
2024-05-20 17:27:49 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.390, Acc: 0.980, Base Lr: 1.24e-04
2024-05-20 17:27:51 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.383, Acc: 0.970, Base Lr: 1.24e-04
2024-05-20 17:27:52 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.358, Acc: 0.971, Base Lr: 1.24e-04
2024-05-20 17:27:54 transreid.train INFO: Epoch[75] Iter[40/186] Loss: 0.345, Acc: 0.971, Base Lr: 1.24e-04
2024-05-20 17:27:56 transreid.train INFO: Epoch[75] Iter[50/186] Loss: 0.337, Acc: 0.972, Base Lr: 1.24e-04
2024-05-20 17:27:57 transreid.train INFO: Epoch[75] Iter[60/186] Loss: 0.324, Acc: 0.972, Base Lr: 1.24e-04
2024-05-20 17:27:59 transreid.train INFO: Epoch[75] Iter[70/186] Loss: 0.307, Acc: 0.975, Base Lr: 1.24e-04
2024-05-20 17:28:01 transreid.train INFO: Epoch[75] Iter[80/186] Loss: 0.296, Acc: 0.977, Base Lr: 1.24e-04
2024-05-20 17:28:02 transreid.train INFO: Epoch[75] Iter[90/186] Loss: 0.287, Acc: 0.978, Base Lr: 1.24e-04
2024-05-20 17:28:04 transreid.train INFO: Epoch[75] Iter[100/186] Loss: 0.278, Acc: 0.979, Base Lr: 1.24e-04
2024-05-20 17:28:06 transreid.train INFO: Epoch[75] Iter[110/186] Loss: 0.269, Acc: 0.980, Base Lr: 1.24e-04
2024-05-20 17:28:07 transreid.train INFO: Epoch[75] Iter[120/186] Loss: 0.259, Acc: 0.981, Base Lr: 1.24e-04
2024-05-20 17:28:09 transreid.train INFO: Epoch[75] Iter[130/186] Loss: 0.251, Acc: 0.982, Base Lr: 1.24e-04
2024-05-20 17:28:11 transreid.train INFO: Epoch[75] Iter[140/186] Loss: 0.244, Acc: 0.983, Base Lr: 1.24e-04
2024-05-20 17:28:12 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.237, Acc: 0.983, Base Lr: 1.24e-04
2024-05-20 17:28:14 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.231, Acc: 0.984, Base Lr: 1.24e-04
2024-05-20 17:28:16 transreid.train INFO: Epoch[75] Iter[170/186] Loss: 0.222, Acc: 0.985, Base Lr: 1.24e-04
2024-05-20 17:28:17 transreid.train INFO: Epoch[75] Iter[180/186] Loss: 0.216, Acc: 0.985, Base Lr: 1.24e-04
2024-05-20 17:28:18 transreid.train INFO: Epoch 75 done. Time per epoch: 31.583[s] Speed: 370.8[samples/s]
2024-05-20 17:28:20 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.394, Acc: 0.964, Base Lr: 1.19e-04
2024-05-20 17:28:22 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.366, Acc: 0.969, Base Lr: 1.19e-04
2024-05-20 17:28:24 transreid.train INFO: Epoch[76] Iter[30/186] Loss: 0.349, Acc: 0.969, Base Lr: 1.19e-04
2024-05-20 17:28:25 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 0.327, Acc: 0.972, Base Lr: 1.19e-04
2024-05-20 17:28:27 transreid.train INFO: Epoch[76] Iter[50/186] Loss: 0.314, Acc: 0.974, Base Lr: 1.19e-04
2024-05-20 17:28:29 transreid.train INFO: Epoch[76] Iter[60/186] Loss: 0.311, Acc: 0.974, Base Lr: 1.19e-04
2024-05-20 17:28:30 transreid.train INFO: Epoch[76] Iter[70/186] Loss: 0.305, Acc: 0.976, Base Lr: 1.19e-04
2024-05-20 17:28:32 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.292, Acc: 0.978, Base Lr: 1.19e-04
2024-05-20 17:28:34 transreid.train INFO: Epoch[76] Iter[90/186] Loss: 0.287, Acc: 0.977, Base Lr: 1.19e-04
2024-05-20 17:28:35 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 0.276, Acc: 0.979, Base Lr: 1.19e-04
2024-05-20 17:28:37 transreid.train INFO: Epoch[76] Iter[110/186] Loss: 0.268, Acc: 0.980, Base Lr: 1.19e-04
2024-05-20 17:28:39 transreid.train INFO: Epoch[76] Iter[120/186] Loss: 0.258, Acc: 0.981, Base Lr: 1.19e-04
2024-05-20 17:28:41 transreid.train INFO: Epoch[76] Iter[130/186] Loss: 0.250, Acc: 0.982, Base Lr: 1.19e-04
2024-05-20 17:28:42 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.241, Acc: 0.983, Base Lr: 1.19e-04
2024-05-20 17:28:44 transreid.train INFO: Epoch[76] Iter[150/186] Loss: 0.234, Acc: 0.983, Base Lr: 1.19e-04
2024-05-20 17:28:46 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.225, Acc: 0.984, Base Lr: 1.19e-04
2024-05-20 17:28:47 transreid.train INFO: Epoch[76] Iter[170/186] Loss: 0.219, Acc: 0.985, Base Lr: 1.19e-04
2024-05-20 17:28:49 transreid.train INFO: Epoch[76] Iter[180/186] Loss: 0.212, Acc: 0.985, Base Lr: 1.19e-04
2024-05-20 17:28:49 transreid.train INFO: Epoch 76 done. Time per epoch: 31.411[s] Speed: 372.9[samples/s]
2024-05-20 17:28:52 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.353, Acc: 0.975, Base Lr: 1.14e-04
2024-05-20 17:28:53 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.339, Acc: 0.970, Base Lr: 1.14e-04
2024-05-20 17:28:55 transreid.train INFO: Epoch[77] Iter[30/186] Loss: 0.326, Acc: 0.973, Base Lr: 1.14e-04
2024-05-20 17:28:57 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 0.316, Acc: 0.976, Base Lr: 1.14e-04
2024-05-20 17:28:59 transreid.train INFO: Epoch[77] Iter[50/186] Loss: 0.312, Acc: 0.977, Base Lr: 1.14e-04
2024-05-20 17:29:00 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 0.307, Acc: 0.977, Base Lr: 1.14e-04
2024-05-20 17:29:02 transreid.train INFO: Epoch[77] Iter[70/186] Loss: 0.301, Acc: 0.978, Base Lr: 1.14e-04
2024-05-20 17:29:04 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.292, Acc: 0.979, Base Lr: 1.14e-04
2024-05-20 17:29:05 transreid.train INFO: Epoch[77] Iter[90/186] Loss: 0.282, Acc: 0.980, Base Lr: 1.14e-04
2024-05-20 17:29:07 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 0.271, Acc: 0.981, Base Lr: 1.14e-04
2024-05-20 17:29:09 transreid.train INFO: Epoch[77] Iter[110/186] Loss: 0.262, Acc: 0.981, Base Lr: 1.14e-04
2024-05-20 17:29:10 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.254, Acc: 0.982, Base Lr: 1.14e-04
2024-05-20 17:29:12 transreid.train INFO: Epoch[77] Iter[130/186] Loss: 0.245, Acc: 0.983, Base Lr: 1.14e-04
2024-05-20 17:29:14 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.236, Acc: 0.983, Base Lr: 1.14e-04
2024-05-20 17:29:15 transreid.train INFO: Epoch[77] Iter[150/186] Loss: 0.229, Acc: 0.984, Base Lr: 1.14e-04
2024-05-20 17:29:17 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.221, Acc: 0.985, Base Lr: 1.14e-04
2024-05-20 17:29:19 transreid.train INFO: Epoch[77] Iter[170/186] Loss: 0.215, Acc: 0.985, Base Lr: 1.14e-04
2024-05-20 17:29:20 transreid.train INFO: Epoch[77] Iter[180/186] Loss: 0.208, Acc: 0.986, Base Lr: 1.14e-04
2024-05-20 17:29:21 transreid.train INFO: Epoch 77 done. Time per epoch: 31.537[s] Speed: 371.4[samples/s]
2024-05-20 17:29:23 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.407, Acc: 0.961, Base Lr: 1.10e-04
2024-05-20 17:29:25 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 0.372, Acc: 0.969, Base Lr: 1.10e-04
2024-05-20 17:29:27 transreid.train INFO: Epoch[78] Iter[30/186] Loss: 0.332, Acc: 0.975, Base Lr: 1.10e-04
2024-05-20 17:29:28 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 0.325, Acc: 0.977, Base Lr: 1.10e-04
2024-05-20 17:29:30 transreid.train INFO: Epoch[78] Iter[50/186] Loss: 0.319, Acc: 0.978, Base Lr: 1.10e-04
2024-05-20 17:29:32 transreid.train INFO: Epoch[78] Iter[60/186] Loss: 0.314, Acc: 0.977, Base Lr: 1.10e-04
2024-05-20 17:29:34 transreid.train INFO: Epoch[78] Iter[70/186] Loss: 0.297, Acc: 0.979, Base Lr: 1.10e-04
2024-05-20 17:29:35 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.286, Acc: 0.980, Base Lr: 1.10e-04
2024-05-20 17:29:37 transreid.train INFO: Epoch[78] Iter[90/186] Loss: 0.279, Acc: 0.980, Base Lr: 1.10e-04
2024-05-20 17:29:39 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.269, Acc: 0.980, Base Lr: 1.10e-04
2024-05-20 17:29:40 transreid.train INFO: Epoch[78] Iter[110/186] Loss: 0.260, Acc: 0.981, Base Lr: 1.10e-04
2024-05-20 17:29:42 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.255, Acc: 0.982, Base Lr: 1.10e-04
2024-05-20 17:29:44 transreid.train INFO: Epoch[78] Iter[130/186] Loss: 0.247, Acc: 0.983, Base Lr: 1.10e-04
2024-05-20 17:29:45 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.239, Acc: 0.983, Base Lr: 1.10e-04
2024-05-20 17:29:47 transreid.train INFO: Epoch[78] Iter[150/186] Loss: 0.232, Acc: 0.984, Base Lr: 1.10e-04
2024-05-20 17:29:49 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.227, Acc: 0.985, Base Lr: 1.10e-04
2024-05-20 17:29:50 transreid.train INFO: Epoch[78] Iter[170/186] Loss: 0.219, Acc: 0.985, Base Lr: 1.10e-04
2024-05-20 17:29:52 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.212, Acc: 0.986, Base Lr: 1.10e-04
2024-05-20 17:29:53 transreid.train INFO: Epoch 78 done. Time per epoch: 31.594[s] Speed: 370.7[samples/s]
2024-05-20 17:29:55 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.390, Acc: 0.966, Base Lr: 1.05e-04
2024-05-20 17:29:57 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.344, Acc: 0.971, Base Lr: 1.05e-04
2024-05-20 17:29:58 transreid.train INFO: Epoch[79] Iter[30/186] Loss: 0.357, Acc: 0.972, Base Lr: 1.05e-04
2024-05-20 17:30:00 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.338, Acc: 0.976, Base Lr: 1.05e-04
2024-05-20 17:30:02 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.327, Acc: 0.977, Base Lr: 1.05e-04
2024-05-20 17:30:03 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.313, Acc: 0.979, Base Lr: 1.05e-04
2024-05-20 17:30:05 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.311, Acc: 0.978, Base Lr: 1.05e-04
2024-05-20 17:30:07 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.299, Acc: 0.979, Base Lr: 1.05e-04
2024-05-20 17:30:08 transreid.train INFO: Epoch[79] Iter[90/186] Loss: 0.284, Acc: 0.981, Base Lr: 1.05e-04
2024-05-20 17:30:10 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.274, Acc: 0.982, Base Lr: 1.05e-04
2024-05-20 17:30:12 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.264, Acc: 0.983, Base Lr: 1.05e-04
2024-05-20 17:30:13 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.254, Acc: 0.984, Base Lr: 1.05e-04
2024-05-20 17:30:15 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.247, Acc: 0.984, Base Lr: 1.05e-04
2024-05-20 17:30:17 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.239, Acc: 0.985, Base Lr: 1.05e-04
2024-05-20 17:30:19 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.232, Acc: 0.986, Base Lr: 1.05e-04
2024-05-20 17:30:20 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.224, Acc: 0.987, Base Lr: 1.05e-04
2024-05-20 17:30:22 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.217, Acc: 0.987, Base Lr: 1.05e-04
2024-05-20 17:30:24 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.208, Acc: 0.988, Base Lr: 1.05e-04
2024-05-20 17:30:24 transreid.train INFO: Epoch 79 done. Time per epoch: 31.681[s] Speed: 371.7[samples/s]
2024-05-20 17:30:27 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.336, Acc: 0.969, Base Lr: 1.01e-04
2024-05-20 17:30:28 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.334, Acc: 0.963, Base Lr: 1.01e-04
2024-05-20 17:30:30 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.324, Acc: 0.972, Base Lr: 1.01e-04
2024-05-20 17:30:32 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.325, Acc: 0.972, Base Lr: 1.01e-04
2024-05-20 17:30:33 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.311, Acc: 0.977, Base Lr: 1.01e-04
2024-05-20 17:30:35 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.303, Acc: 0.978, Base Lr: 1.01e-04
2024-05-20 17:30:37 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.292, Acc: 0.980, Base Lr: 1.01e-04
2024-05-20 17:30:38 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.277, Acc: 0.981, Base Lr: 1.01e-04
2024-05-20 17:30:40 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.270, Acc: 0.981, Base Lr: 1.01e-04
2024-05-20 17:30:42 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.262, Acc: 0.982, Base Lr: 1.01e-04
2024-05-20 17:30:44 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.256, Acc: 0.982, Base Lr: 1.01e-04
2024-05-20 17:30:45 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.247, Acc: 0.983, Base Lr: 1.01e-04
2024-05-20 17:30:47 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.238, Acc: 0.984, Base Lr: 1.01e-04
2024-05-20 17:30:49 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.229, Acc: 0.985, Base Lr: 1.01e-04
2024-05-20 17:30:50 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.223, Acc: 0.986, Base Lr: 1.01e-04
2024-05-20 17:30:52 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.216, Acc: 0.986, Base Lr: 1.01e-04
2024-05-20 17:30:54 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.207, Acc: 0.987, Base Lr: 1.01e-04
2024-05-20 17:30:55 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.200, Acc: 0.987, Base Lr: 1.01e-04
2024-05-20 17:30:56 transreid.train INFO: Epoch 80 done. Time per epoch: 31.601[s] Speed: 370.6[samples/s]
2024-05-20 17:31:22 transreid.train INFO: Validation Results - Epoch: 80
2024-05-20 17:31:22 transreid.train INFO: mAP: 92.7%
2024-05-20 17:31:22 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-05-20 17:31:22 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-20 17:31:22 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-20 17:31:24 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.374, Acc: 0.978, Base Lr: 9.61e-05
2024-05-20 17:31:26 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.341, Acc: 0.980, Base Lr: 9.61e-05
2024-05-20 17:31:28 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.324, Acc: 0.976, Base Lr: 9.61e-05
2024-05-20 17:31:29 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.320, Acc: 0.978, Base Lr: 9.61e-05
2024-05-20 17:31:31 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.309, Acc: 0.978, Base Lr: 9.61e-05
2024-05-20 17:31:33 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.296, Acc: 0.978, Base Lr: 9.61e-05
2024-05-20 17:31:34 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.282, Acc: 0.978, Base Lr: 9.61e-05
2024-05-20 17:31:36 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.275, Acc: 0.980, Base Lr: 9.61e-05
2024-05-20 17:31:38 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.264, Acc: 0.981, Base Lr: 9.61e-05
2024-05-20 17:31:39 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.254, Acc: 0.982, Base Lr: 9.61e-05
2024-05-20 17:31:41 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.247, Acc: 0.983, Base Lr: 9.61e-05
2024-05-20 17:31:43 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.237, Acc: 0.984, Base Lr: 9.61e-05
2024-05-20 17:31:44 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.228, Acc: 0.985, Base Lr: 9.61e-05
2024-05-20 17:31:46 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.221, Acc: 0.986, Base Lr: 9.61e-05
2024-05-20 17:31:48 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.215, Acc: 0.986, Base Lr: 9.61e-05
2024-05-20 17:31:50 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.208, Acc: 0.987, Base Lr: 9.61e-05
2024-05-20 17:31:51 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.202, Acc: 0.987, Base Lr: 9.61e-05
2024-05-20 17:31:53 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.194, Acc: 0.988, Base Lr: 9.61e-05
2024-05-20 17:31:54 transreid.train INFO: Epoch 81 done. Time per epoch: 32.105[s] Speed: 368.8[samples/s]
2024-05-20 17:31:56 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.333, Acc: 0.966, Base Lr: 9.17e-05
2024-05-20 17:31:58 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.330, Acc: 0.974, Base Lr: 9.17e-05
2024-05-20 17:32:00 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.343, Acc: 0.973, Base Lr: 9.17e-05
2024-05-20 17:32:01 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.337, Acc: 0.974, Base Lr: 9.17e-05
2024-05-20 17:32:03 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.326, Acc: 0.976, Base Lr: 9.17e-05
2024-05-20 17:32:05 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.312, Acc: 0.977, Base Lr: 9.17e-05
2024-05-20 17:32:06 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.297, Acc: 0.979, Base Lr: 9.17e-05
2024-05-20 17:32:08 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.288, Acc: 0.980, Base Lr: 9.17e-05
2024-05-20 17:32:10 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.274, Acc: 0.981, Base Lr: 9.17e-05
2024-05-20 17:32:11 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.263, Acc: 0.982, Base Lr: 9.17e-05
2024-05-20 17:32:13 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.254, Acc: 0.983, Base Lr: 9.17e-05
2024-05-20 17:32:15 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.245, Acc: 0.984, Base Lr: 9.17e-05
2024-05-20 17:32:17 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.236, Acc: 0.985, Base Lr: 9.17e-05
2024-05-20 17:32:18 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.229, Acc: 0.986, Base Lr: 9.17e-05
2024-05-20 17:32:20 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.221, Acc: 0.986, Base Lr: 9.17e-05
2024-05-20 17:32:22 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.213, Acc: 0.987, Base Lr: 9.17e-05
2024-05-20 17:32:23 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.205, Acc: 0.988, Base Lr: 9.17e-05
2024-05-20 17:32:25 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.197, Acc: 0.988, Base Lr: 9.17e-05
2024-05-20 17:32:26 transreid.train INFO: Epoch 82 done. Time per epoch: 31.686[s] Speed: 369.6[samples/s]
2024-05-20 17:32:28 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.355, Acc: 0.970, Base Lr: 8.73e-05
2024-05-20 17:32:30 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.334, Acc: 0.970, Base Lr: 8.73e-05
2024-05-20 17:32:31 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.320, Acc: 0.972, Base Lr: 8.73e-05
2024-05-20 17:32:33 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.314, Acc: 0.975, Base Lr: 8.73e-05
2024-05-20 17:32:35 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.291, Acc: 0.977, Base Lr: 8.73e-05
2024-05-20 17:32:36 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.281, Acc: 0.979, Base Lr: 8.73e-05
2024-05-20 17:32:38 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.271, Acc: 0.981, Base Lr: 8.73e-05
2024-05-20 17:32:40 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.263, Acc: 0.983, Base Lr: 8.73e-05
2024-05-20 17:32:41 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.256, Acc: 0.984, Base Lr: 8.73e-05
2024-05-20 17:32:43 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.247, Acc: 0.985, Base Lr: 8.73e-05
2024-05-20 17:32:45 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.239, Acc: 0.986, Base Lr: 8.73e-05
2024-05-20 17:32:46 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.233, Acc: 0.986, Base Lr: 8.73e-05
2024-05-20 17:32:48 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.224, Acc: 0.987, Base Lr: 8.73e-05
2024-05-20 17:32:50 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.219, Acc: 0.988, Base Lr: 8.73e-05
2024-05-20 17:32:52 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.212, Acc: 0.988, Base Lr: 8.73e-05
2024-05-20 17:32:53 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.204, Acc: 0.989, Base Lr: 8.73e-05
2024-05-20 17:32:55 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.196, Acc: 0.989, Base Lr: 8.73e-05
2024-05-20 17:32:57 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.190, Acc: 0.989, Base Lr: 8.73e-05
2024-05-20 17:32:57 transreid.train INFO: Epoch 83 done. Time per epoch: 31.802[s] Speed: 370.3[samples/s]
2024-05-20 17:33:00 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.362, Acc: 0.970, Base Lr: 8.31e-05
2024-05-20 17:33:01 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.326, Acc: 0.977, Base Lr: 8.31e-05
2024-05-20 17:33:03 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.316, Acc: 0.978, Base Lr: 8.31e-05
2024-05-20 17:33:05 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.311, Acc: 0.979, Base Lr: 8.31e-05
2024-05-20 17:33:06 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.304, Acc: 0.980, Base Lr: 8.31e-05
2024-05-20 17:33:08 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.293, Acc: 0.981, Base Lr: 8.31e-05
2024-05-20 17:33:10 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.274, Acc: 0.983, Base Lr: 8.31e-05
2024-05-20 17:33:11 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.266, Acc: 0.982, Base Lr: 8.31e-05
2024-05-20 17:33:13 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.256, Acc: 0.984, Base Lr: 8.31e-05
2024-05-20 17:33:15 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.247, Acc: 0.984, Base Lr: 8.31e-05
2024-05-20 17:33:17 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.239, Acc: 0.985, Base Lr: 8.31e-05
2024-05-20 17:33:18 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.236, Acc: 0.985, Base Lr: 8.31e-05
2024-05-20 17:33:20 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.229, Acc: 0.985, Base Lr: 8.31e-05
2024-05-20 17:33:22 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.224, Acc: 0.986, Base Lr: 8.31e-05
2024-05-20 17:33:23 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.218, Acc: 0.987, Base Lr: 8.31e-05
2024-05-20 17:33:25 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.212, Acc: 0.987, Base Lr: 8.31e-05
2024-05-20 17:33:27 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.206, Acc: 0.988, Base Lr: 8.31e-05
2024-05-20 17:33:28 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.198, Acc: 0.988, Base Lr: 8.31e-05
2024-05-20 17:33:29 transreid.train INFO: Epoch 84 done. Time per epoch: 31.694[s] Speed: 369.5[samples/s]
2024-05-20 17:33:31 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.322, Acc: 0.986, Base Lr: 7.89e-05
2024-05-20 17:33:33 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.301, Acc: 0.982, Base Lr: 7.89e-05
2024-05-20 17:33:35 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.286, Acc: 0.983, Base Lr: 7.89e-05
2024-05-20 17:33:37 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.294, Acc: 0.984, Base Lr: 7.89e-05
2024-05-20 17:33:38 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.290, Acc: 0.984, Base Lr: 7.89e-05
2024-05-20 17:33:40 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.282, Acc: 0.984, Base Lr: 7.89e-05
2024-05-20 17:33:42 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.269, Acc: 0.985, Base Lr: 7.89e-05
2024-05-20 17:33:43 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.257, Acc: 0.986, Base Lr: 7.89e-05
2024-05-20 17:33:45 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.248, Acc: 0.986, Base Lr: 7.89e-05
2024-05-20 17:33:47 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.241, Acc: 0.986, Base Lr: 7.89e-05
2024-05-20 17:33:48 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.232, Acc: 0.986, Base Lr: 7.89e-05
2024-05-20 17:33:50 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.227, Acc: 0.987, Base Lr: 7.89e-05
2024-05-20 17:33:52 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.218, Acc: 0.988, Base Lr: 7.89e-05
2024-05-20 17:33:53 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.213, Acc: 0.988, Base Lr: 7.89e-05
2024-05-20 17:33:55 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.207, Acc: 0.988, Base Lr: 7.89e-05
2024-05-20 17:33:57 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.201, Acc: 0.988, Base Lr: 7.89e-05
2024-05-20 17:33:58 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.195, Acc: 0.989, Base Lr: 7.89e-05
2024-05-20 17:34:00 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.189, Acc: 0.989, Base Lr: 7.89e-05
2024-05-20 17:34:01 transreid.train INFO: Epoch 85 done. Time per epoch: 31.578[s] Speed: 370.9[samples/s]
2024-05-20 17:34:03 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.404, Acc: 0.955, Base Lr: 7.48e-05
2024-05-20 17:34:05 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.370, Acc: 0.966, Base Lr: 7.48e-05
2024-05-20 17:34:06 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.331, Acc: 0.972, Base Lr: 7.48e-05
2024-05-20 17:34:08 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.320, Acc: 0.974, Base Lr: 7.48e-05
2024-05-20 17:34:10 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.310, Acc: 0.976, Base Lr: 7.48e-05
2024-05-20 17:34:11 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.288, Acc: 0.979, Base Lr: 7.48e-05
2024-05-20 17:34:13 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.286, Acc: 0.980, Base Lr: 7.48e-05
2024-05-20 17:34:15 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.274, Acc: 0.981, Base Lr: 7.48e-05
2024-05-20 17:34:16 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.267, Acc: 0.982, Base Lr: 7.48e-05
2024-05-20 17:34:18 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.253, Acc: 0.983, Base Lr: 7.48e-05
2024-05-20 17:34:20 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.246, Acc: 0.984, Base Lr: 7.48e-05
2024-05-20 17:34:21 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.234, Acc: 0.985, Base Lr: 7.48e-05
2024-05-20 17:34:23 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.229, Acc: 0.985, Base Lr: 7.48e-05
2024-05-20 17:34:25 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.220, Acc: 0.986, Base Lr: 7.48e-05
2024-05-20 17:34:26 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.215, Acc: 0.986, Base Lr: 7.48e-05
2024-05-20 17:34:28 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.209, Acc: 0.987, Base Lr: 7.48e-05
2024-05-20 17:34:30 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.203, Acc: 0.987, Base Lr: 7.48e-05
2024-05-20 17:34:32 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.196, Acc: 0.988, Base Lr: 7.48e-05
2024-05-20 17:34:32 transreid.train INFO: Epoch 86 done. Time per epoch: 31.502[s] Speed: 371.8[samples/s]
2024-05-20 17:34:34 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.346, Acc: 0.977, Base Lr: 7.08e-05
2024-05-20 17:34:36 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.311, Acc: 0.983, Base Lr: 7.08e-05
2024-05-20 17:34:38 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.296, Acc: 0.982, Base Lr: 7.08e-05
2024-05-20 17:34:39 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.306, Acc: 0.980, Base Lr: 7.08e-05
2024-05-20 17:34:41 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.303, Acc: 0.979, Base Lr: 7.08e-05
2024-05-20 17:34:43 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.290, Acc: 0.981, Base Lr: 7.08e-05
2024-05-20 17:34:45 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.280, Acc: 0.982, Base Lr: 7.08e-05
2024-05-20 17:34:46 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.265, Acc: 0.983, Base Lr: 7.08e-05
2024-05-20 17:34:48 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.253, Acc: 0.984, Base Lr: 7.08e-05
2024-05-20 17:34:50 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.246, Acc: 0.984, Base Lr: 7.08e-05
2024-05-20 17:34:51 transreid.train INFO: Epoch[87] Iter[110/186] Loss: 0.238, Acc: 0.985, Base Lr: 7.08e-05
2024-05-20 17:34:53 transreid.train INFO: Epoch[87] Iter[120/186] Loss: 0.229, Acc: 0.986, Base Lr: 7.08e-05
2024-05-20 17:34:55 transreid.train INFO: Epoch[87] Iter[130/186] Loss: 0.222, Acc: 0.986, Base Lr: 7.08e-05
2024-05-20 17:34:56 transreid.train INFO: Epoch[87] Iter[140/186] Loss: 0.214, Acc: 0.987, Base Lr: 7.08e-05
2024-05-20 17:34:58 transreid.train INFO: Epoch[87] Iter[150/186] Loss: 0.208, Acc: 0.987, Base Lr: 7.08e-05
2024-05-20 17:35:00 transreid.train INFO: Epoch[87] Iter[160/186] Loss: 0.203, Acc: 0.988, Base Lr: 7.08e-05
2024-05-20 17:35:01 transreid.train INFO: Epoch[87] Iter[170/186] Loss: 0.195, Acc: 0.988, Base Lr: 7.08e-05
2024-05-20 17:35:03 transreid.train INFO: Epoch[87] Iter[180/186] Loss: 0.190, Acc: 0.989, Base Lr: 7.08e-05
2024-05-20 17:35:04 transreid.train INFO: Epoch 87 done. Time per epoch: 31.478[s] Speed: 372.1[samples/s]
2024-05-20 17:35:06 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.326, Acc: 0.969, Base Lr: 6.68e-05
2024-05-20 17:35:08 transreid.train INFO: Epoch[88] Iter[20/186] Loss: 0.308, Acc: 0.980, Base Lr: 6.68e-05
2024-05-20 17:35:09 transreid.train INFO: Epoch[88] Iter[30/186] Loss: 0.285, Acc: 0.983, Base Lr: 6.68e-05
2024-05-20 17:35:11 transreid.train INFO: Epoch[88] Iter[40/186] Loss: 0.288, Acc: 0.981, Base Lr: 6.68e-05
2024-05-20 17:35:13 transreid.train INFO: Epoch[88] Iter[50/186] Loss: 0.294, Acc: 0.978, Base Lr: 6.68e-05
2024-05-20 17:35:14 transreid.train INFO: Epoch[88] Iter[60/186] Loss: 0.285, Acc: 0.982, Base Lr: 6.68e-05
2024-05-20 17:35:16 transreid.train INFO: Epoch[88] Iter[70/186] Loss: 0.266, Acc: 0.984, Base Lr: 6.68e-05
2024-05-20 17:35:18 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.254, Acc: 0.984, Base Lr: 6.68e-05
2024-05-20 17:35:19 transreid.train INFO: Epoch[88] Iter[90/186] Loss: 0.249, Acc: 0.984, Base Lr: 6.68e-05
2024-05-20 17:35:21 transreid.train INFO: Epoch[88] Iter[100/186] Loss: 0.240, Acc: 0.985, Base Lr: 6.68e-05
2024-05-20 17:35:23 transreid.train INFO: Epoch[88] Iter[110/186] Loss: 0.230, Acc: 0.986, Base Lr: 6.68e-05
2024-05-20 17:35:24 transreid.train INFO: Epoch[88] Iter[120/186] Loss: 0.221, Acc: 0.987, Base Lr: 6.68e-05
2024-05-20 17:35:26 transreid.train INFO: Epoch[88] Iter[130/186] Loss: 0.214, Acc: 0.988, Base Lr: 6.68e-05
2024-05-20 17:35:28 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.206, Acc: 0.988, Base Lr: 6.68e-05
2024-05-20 17:35:30 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.199, Acc: 0.989, Base Lr: 6.68e-05
2024-05-20 17:35:31 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.194, Acc: 0.989, Base Lr: 6.68e-05
2024-05-20 17:35:33 transreid.train INFO: Epoch[88] Iter[170/186] Loss: 0.189, Acc: 0.989, Base Lr: 6.68e-05
2024-05-20 17:35:35 transreid.train INFO: Epoch[88] Iter[180/186] Loss: 0.184, Acc: 0.989, Base Lr: 6.68e-05
2024-05-20 17:35:35 transreid.train INFO: Epoch 88 done. Time per epoch: 31.607[s] Speed: 370.5[samples/s]
2024-05-20 17:35:38 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.352, Acc: 0.966, Base Lr: 6.30e-05
2024-05-20 17:35:39 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 0.322, Acc: 0.977, Base Lr: 6.30e-05
2024-05-20 17:35:41 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.312, Acc: 0.978, Base Lr: 6.30e-05
2024-05-20 17:35:43 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.291, Acc: 0.981, Base Lr: 6.30e-05
2024-05-20 17:35:44 transreid.train INFO: Epoch[89] Iter[50/186] Loss: 0.282, Acc: 0.981, Base Lr: 6.30e-05
2024-05-20 17:35:46 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.262, Acc: 0.984, Base Lr: 6.30e-05
2024-05-20 17:35:48 transreid.train INFO: Epoch[89] Iter[70/186] Loss: 0.249, Acc: 0.984, Base Lr: 6.30e-05
2024-05-20 17:35:49 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.246, Acc: 0.984, Base Lr: 6.30e-05
2024-05-20 17:35:51 transreid.train INFO: Epoch[89] Iter[90/186] Loss: 0.237, Acc: 0.984, Base Lr: 6.30e-05
2024-05-20 17:35:53 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.236, Acc: 0.985, Base Lr: 6.30e-05
2024-05-20 17:35:54 transreid.train INFO: Epoch[89] Iter[110/186] Loss: 0.230, Acc: 0.986, Base Lr: 6.30e-05
2024-05-20 17:35:56 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.221, Acc: 0.986, Base Lr: 6.30e-05
2024-05-20 17:35:58 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.213, Acc: 0.987, Base Lr: 6.30e-05
2024-05-20 17:35:59 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.207, Acc: 0.987, Base Lr: 6.30e-05
2024-05-20 17:36:01 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.199, Acc: 0.988, Base Lr: 6.30e-05
2024-05-20 17:36:03 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.194, Acc: 0.988, Base Lr: 6.30e-05
2024-05-20 17:36:04 transreid.train INFO: Epoch[89] Iter[170/186] Loss: 0.188, Acc: 0.988, Base Lr: 6.30e-05
2024-05-20 17:36:06 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.183, Acc: 0.989, Base Lr: 6.30e-05
2024-05-20 17:36:07 transreid.train INFO: Epoch 89 done. Time per epoch: 31.689[s] Speed: 371.6[samples/s]
2024-05-20 17:36:09 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.310, Acc: 0.970, Base Lr: 5.93e-05
2024-05-20 17:36:11 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.302, Acc: 0.976, Base Lr: 5.93e-05
2024-05-20 17:36:13 transreid.train INFO: Epoch[90] Iter[30/186] Loss: 0.318, Acc: 0.972, Base Lr: 5.93e-05
2024-05-20 17:36:14 transreid.train INFO: Epoch[90] Iter[40/186] Loss: 0.301, Acc: 0.975, Base Lr: 5.93e-05
2024-05-20 17:36:16 transreid.train INFO: Epoch[90] Iter[50/186] Loss: 0.286, Acc: 0.978, Base Lr: 5.93e-05
2024-05-20 17:36:18 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.268, Acc: 0.980, Base Lr: 5.93e-05
2024-05-20 17:36:19 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.255, Acc: 0.983, Base Lr: 5.93e-05
2024-05-20 17:36:21 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.253, Acc: 0.984, Base Lr: 5.93e-05
2024-05-20 17:36:23 transreid.train INFO: Epoch[90] Iter[90/186] Loss: 0.245, Acc: 0.984, Base Lr: 5.93e-05
2024-05-20 17:36:24 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.240, Acc: 0.985, Base Lr: 5.93e-05
2024-05-20 17:36:26 transreid.train INFO: Epoch[90] Iter[110/186] Loss: 0.231, Acc: 0.985, Base Lr: 5.93e-05
2024-05-20 17:36:28 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.225, Acc: 0.986, Base Lr: 5.93e-05
2024-05-20 17:36:30 transreid.train INFO: Epoch[90] Iter[130/186] Loss: 0.217, Acc: 0.987, Base Lr: 5.93e-05
2024-05-20 17:36:31 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.210, Acc: 0.987, Base Lr: 5.93e-05
2024-05-20 17:36:33 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.202, Acc: 0.988, Base Lr: 5.93e-05
2024-05-20 17:36:35 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.196, Acc: 0.988, Base Lr: 5.93e-05
2024-05-20 17:36:36 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.93e-05
2024-05-20 17:36:38 transreid.train INFO: Epoch[90] Iter[180/186] Loss: 0.183, Acc: 0.989, Base Lr: 5.93e-05
2024-05-20 17:36:39 transreid.train INFO: Epoch 90 done. Time per epoch: 31.682[s] Speed: 369.7[samples/s]
2024-05-20 17:36:41 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.369, Acc: 0.973, Base Lr: 5.56e-05
2024-05-20 17:36:43 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.302, Acc: 0.977, Base Lr: 5.56e-05
2024-05-20 17:36:44 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.310, Acc: 0.978, Base Lr: 5.56e-05
2024-05-20 17:36:46 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.307, Acc: 0.975, Base Lr: 5.56e-05
2024-05-20 17:36:48 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.289, Acc: 0.980, Base Lr: 5.56e-05
2024-05-20 17:36:49 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.277, Acc: 0.980, Base Lr: 5.56e-05
2024-05-20 17:36:51 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.269, Acc: 0.981, Base Lr: 5.56e-05
2024-05-20 17:36:53 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.255, Acc: 0.983, Base Lr: 5.56e-05
2024-05-20 17:36:54 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.244, Acc: 0.984, Base Lr: 5.56e-05
2024-05-20 17:36:56 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.236, Acc: 0.985, Base Lr: 5.56e-05
2024-05-20 17:36:58 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.226, Acc: 0.986, Base Lr: 5.56e-05
2024-05-20 17:36:59 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.222, Acc: 0.986, Base Lr: 5.56e-05
2024-05-20 17:37:01 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.215, Acc: 0.987, Base Lr: 5.56e-05
2024-05-20 17:37:03 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.207, Acc: 0.988, Base Lr: 5.56e-05
2024-05-20 17:37:04 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.200, Acc: 0.988, Base Lr: 5.56e-05
2024-05-20 17:37:06 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.195, Acc: 0.989, Base Lr: 5.56e-05
2024-05-20 17:37:08 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.188, Acc: 0.989, Base Lr: 5.56e-05
2024-05-20 17:37:09 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.182, Acc: 0.990, Base Lr: 5.56e-05
2024-05-20 17:37:10 transreid.train INFO: Epoch 91 done. Time per epoch: 31.453[s] Speed: 372.4[samples/s]
2024-05-20 17:37:12 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.352, Acc: 0.980, Base Lr: 5.21e-05
2024-05-20 17:37:14 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.328, Acc: 0.977, Base Lr: 5.21e-05
2024-05-20 17:37:16 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.307, Acc: 0.981, Base Lr: 5.21e-05
2024-05-20 17:37:17 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.294, Acc: 0.982, Base Lr: 5.21e-05
2024-05-20 17:37:19 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.283, Acc: 0.982, Base Lr: 5.21e-05
2024-05-20 17:37:21 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.266, Acc: 0.984, Base Lr: 5.21e-05
2024-05-20 17:37:22 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.260, Acc: 0.984, Base Lr: 5.21e-05
2024-05-20 17:37:24 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.252, Acc: 0.985, Base Lr: 5.21e-05
2024-05-20 17:37:26 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.245, Acc: 0.985, Base Lr: 5.21e-05
2024-05-20 17:37:28 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.234, Acc: 0.986, Base Lr: 5.21e-05
2024-05-20 17:37:29 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.225, Acc: 0.987, Base Lr: 5.21e-05
2024-05-20 17:37:31 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.217, Acc: 0.988, Base Lr: 5.21e-05
2024-05-20 17:37:33 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.210, Acc: 0.988, Base Lr: 5.21e-05
2024-05-20 17:37:34 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.202, Acc: 0.989, Base Lr: 5.21e-05
2024-05-20 17:37:36 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.196, Acc: 0.989, Base Lr: 5.21e-05
2024-05-20 17:37:38 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.190, Acc: 0.989, Base Lr: 5.21e-05
2024-05-20 17:37:39 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.184, Acc: 0.990, Base Lr: 5.21e-05
2024-05-20 17:37:41 transreid.train INFO: Epoch[92] Iter[180/186] Loss: 0.177, Acc: 0.990, Base Lr: 5.21e-05
2024-05-20 17:37:42 transreid.train INFO: Epoch 92 done. Time per epoch: 31.590[s] Speed: 370.7[samples/s]
2024-05-20 17:37:44 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.286, Acc: 0.978, Base Lr: 4.86e-05
2024-05-20 17:37:46 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.293, Acc: 0.984, Base Lr: 4.86e-05
2024-05-20 17:37:47 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.296, Acc: 0.980, Base Lr: 4.86e-05
2024-05-20 17:37:49 transreid.train INFO: Epoch[93] Iter[40/186] Loss: 0.297, Acc: 0.980, Base Lr: 4.86e-05
2024-05-20 17:37:51 transreid.train INFO: Epoch[93] Iter[50/186] Loss: 0.291, Acc: 0.981, Base Lr: 4.86e-05
2024-05-20 17:37:52 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.287, Acc: 0.982, Base Lr: 4.86e-05
2024-05-20 17:37:54 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.274, Acc: 0.983, Base Lr: 4.86e-05
2024-05-20 17:37:56 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.264, Acc: 0.983, Base Lr: 4.86e-05
2024-05-20 17:37:57 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.252, Acc: 0.984, Base Lr: 4.86e-05
2024-05-20 17:37:59 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.243, Acc: 0.985, Base Lr: 4.86e-05
2024-05-20 17:38:01 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.233, Acc: 0.986, Base Lr: 4.86e-05
2024-05-20 17:38:02 transreid.train INFO: Epoch[93] Iter[120/186] Loss: 0.226, Acc: 0.986, Base Lr: 4.86e-05
2024-05-20 17:38:04 transreid.train INFO: Epoch[93] Iter[130/186] Loss: 0.218, Acc: 0.987, Base Lr: 4.86e-05
2024-05-20 17:38:06 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.210, Acc: 0.987, Base Lr: 4.86e-05
2024-05-20 17:38:07 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.204, Acc: 0.988, Base Lr: 4.86e-05
2024-05-20 17:38:09 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.198, Acc: 0.988, Base Lr: 4.86e-05
2024-05-20 17:38:11 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.193, Acc: 0.989, Base Lr: 4.86e-05
2024-05-20 17:38:13 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.186, Acc: 0.989, Base Lr: 4.86e-05
2024-05-20 17:38:13 transreid.train INFO: Epoch 93 done. Time per epoch: 31.505[s] Speed: 371.7[samples/s]
2024-05-20 17:38:15 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.259, Acc: 0.994, Base Lr: 4.53e-05
2024-05-20 17:38:17 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.295, Acc: 0.988, Base Lr: 4.53e-05
2024-05-20 17:38:19 transreid.train INFO: Epoch[94] Iter[30/186] Loss: 0.269, Acc: 0.987, Base Lr: 4.53e-05
2024-05-20 17:38:21 transreid.train INFO: Epoch[94] Iter[40/186] Loss: 0.263, Acc: 0.986, Base Lr: 4.53e-05
2024-05-20 17:38:22 transreid.train INFO: Epoch[94] Iter[50/186] Loss: 0.264, Acc: 0.986, Base Lr: 4.53e-05
2024-05-20 17:38:24 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.254, Acc: 0.985, Base Lr: 4.53e-05
2024-05-20 17:38:26 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.246, Acc: 0.985, Base Lr: 4.53e-05
2024-05-20 17:38:27 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.237, Acc: 0.985, Base Lr: 4.53e-05
2024-05-20 17:38:29 transreid.train INFO: Epoch[94] Iter[90/186] Loss: 0.233, Acc: 0.986, Base Lr: 4.53e-05
2024-05-20 17:38:31 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.222, Acc: 0.987, Base Lr: 4.53e-05
2024-05-20 17:38:32 transreid.train INFO: Epoch[94] Iter[110/186] Loss: 0.216, Acc: 0.987, Base Lr: 4.53e-05
2024-05-20 17:38:34 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.211, Acc: 0.987, Base Lr: 4.53e-05
2024-05-20 17:38:36 transreid.train INFO: Epoch[94] Iter[130/186] Loss: 0.205, Acc: 0.987, Base Lr: 4.53e-05
2024-05-20 17:38:37 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.53e-05
2024-05-20 17:38:39 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.194, Acc: 0.988, Base Lr: 4.53e-05
2024-05-20 17:38:41 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.187, Acc: 0.989, Base Lr: 4.53e-05
2024-05-20 17:38:42 transreid.train INFO: Epoch[94] Iter[170/186] Loss: 0.183, Acc: 0.989, Base Lr: 4.53e-05
2024-05-20 17:38:44 transreid.train INFO: Epoch[94] Iter[180/186] Loss: 0.176, Acc: 0.989, Base Lr: 4.53e-05
2024-05-20 17:38:45 transreid.train INFO: Epoch 94 done. Time per epoch: 31.638[s] Speed: 370.2[samples/s]
2024-05-20 17:38:47 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.341, Acc: 0.970, Base Lr: 4.20e-05
2024-05-20 17:38:49 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.307, Acc: 0.981, Base Lr: 4.20e-05
2024-05-20 17:38:50 transreid.train INFO: Epoch[95] Iter[30/186] Loss: 0.302, Acc: 0.979, Base Lr: 4.20e-05
2024-05-20 17:38:52 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 0.293, Acc: 0.980, Base Lr: 4.20e-05
2024-05-20 17:38:54 transreid.train INFO: Epoch[95] Iter[50/186] Loss: 0.272, Acc: 0.983, Base Lr: 4.20e-05
2024-05-20 17:38:55 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 0.261, Acc: 0.985, Base Lr: 4.20e-05
2024-05-20 17:38:57 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.253, Acc: 0.986, Base Lr: 4.20e-05
2024-05-20 17:38:59 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.242, Acc: 0.988, Base Lr: 4.20e-05
2024-05-20 17:39:00 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.231, Acc: 0.988, Base Lr: 4.20e-05
2024-05-20 17:39:02 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.221, Acc: 0.987, Base Lr: 4.20e-05
2024-05-20 17:39:04 transreid.train INFO: Epoch[95] Iter[110/186] Loss: 0.217, Acc: 0.988, Base Lr: 4.20e-05
2024-05-20 17:39:06 transreid.train INFO: Epoch[95] Iter[120/186] Loss: 0.209, Acc: 0.989, Base Lr: 4.20e-05
2024-05-20 17:39:07 transreid.train INFO: Epoch[95] Iter[130/186] Loss: 0.205, Acc: 0.989, Base Lr: 4.20e-05
2024-05-20 17:39:09 transreid.train INFO: Epoch[95] Iter[140/186] Loss: 0.197, Acc: 0.989, Base Lr: 4.20e-05
2024-05-20 17:39:11 transreid.train INFO: Epoch[95] Iter[150/186] Loss: 0.190, Acc: 0.990, Base Lr: 4.20e-05
2024-05-20 17:39:12 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.185, Acc: 0.990, Base Lr: 4.20e-05
2024-05-20 17:39:14 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.178, Acc: 0.991, Base Lr: 4.20e-05
2024-05-20 17:39:16 transreid.train INFO: Epoch[95] Iter[180/186] Loss: 0.172, Acc: 0.991, Base Lr: 4.20e-05
2024-05-20 17:39:16 transreid.train INFO: Epoch 95 done. Time per epoch: 31.614[s] Speed: 372.5[samples/s]
2024-05-20 17:39:19 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.358, Acc: 0.972, Base Lr: 3.89e-05
2024-05-20 17:39:20 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.336, Acc: 0.976, Base Lr: 3.89e-05
2024-05-20 17:39:22 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.301, Acc: 0.978, Base Lr: 3.89e-05
2024-05-20 17:39:24 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 0.286, Acc: 0.980, Base Lr: 3.89e-05
2024-05-20 17:39:25 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.273, Acc: 0.981, Base Lr: 3.89e-05
2024-05-20 17:39:27 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 0.268, Acc: 0.981, Base Lr: 3.89e-05
2024-05-20 17:39:29 transreid.train INFO: Epoch[96] Iter[70/186] Loss: 0.257, Acc: 0.982, Base Lr: 3.89e-05
2024-05-20 17:39:31 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.250, Acc: 0.983, Base Lr: 3.89e-05
2024-05-20 17:39:32 transreid.train INFO: Epoch[96] Iter[90/186] Loss: 0.240, Acc: 0.984, Base Lr: 3.89e-05
2024-05-20 17:39:34 transreid.train INFO: Epoch[96] Iter[100/186] Loss: 0.228, Acc: 0.985, Base Lr: 3.89e-05
2024-05-20 17:39:36 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.227, Acc: 0.986, Base Lr: 3.89e-05
2024-05-20 17:39:37 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.219, Acc: 0.986, Base Lr: 3.89e-05
2024-05-20 17:39:39 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.211, Acc: 0.987, Base Lr: 3.89e-05
2024-05-20 17:39:41 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.204, Acc: 0.988, Base Lr: 3.89e-05
2024-05-20 17:39:42 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.196, Acc: 0.988, Base Lr: 3.89e-05
2024-05-20 17:39:44 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.188, Acc: 0.989, Base Lr: 3.89e-05
2024-05-20 17:39:46 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.181, Acc: 0.990, Base Lr: 3.89e-05
2024-05-20 17:39:47 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.176, Acc: 0.990, Base Lr: 3.89e-05
2024-05-20 17:39:48 transreid.train INFO: Epoch 96 done. Time per epoch: 31.560[s] Speed: 371.1[samples/s]
2024-05-20 17:39:50 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.324, Acc: 0.973, Base Lr: 3.59e-05
2024-05-20 17:39:52 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.298, Acc: 0.979, Base Lr: 3.59e-05
2024-05-20 17:39:54 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.301, Acc: 0.977, Base Lr: 3.59e-05
2024-05-20 17:39:55 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.287, Acc: 0.979, Base Lr: 3.59e-05
2024-05-20 17:39:57 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.280, Acc: 0.980, Base Lr: 3.59e-05
2024-05-20 17:39:59 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.266, Acc: 0.983, Base Lr: 3.59e-05
2024-05-20 17:40:00 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.257, Acc: 0.984, Base Lr: 3.59e-05
2024-05-20 17:40:02 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.244, Acc: 0.985, Base Lr: 3.59e-05
2024-05-20 17:40:04 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.232, Acc: 0.986, Base Lr: 3.59e-05
2024-05-20 17:40:05 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.223, Acc: 0.987, Base Lr: 3.59e-05
2024-05-20 17:40:07 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.217, Acc: 0.987, Base Lr: 3.59e-05
2024-05-20 17:40:09 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.210, Acc: 0.988, Base Lr: 3.59e-05
2024-05-20 17:40:10 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.204, Acc: 0.989, Base Lr: 3.59e-05
2024-05-20 17:40:12 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.196, Acc: 0.989, Base Lr: 3.59e-05
2024-05-20 17:40:14 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.190, Acc: 0.990, Base Lr: 3.59e-05
2024-05-20 17:40:16 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.184, Acc: 0.990, Base Lr: 3.59e-05
2024-05-20 17:40:17 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.178, Acc: 0.991, Base Lr: 3.59e-05
2024-05-20 17:40:19 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.173, Acc: 0.991, Base Lr: 3.59e-05
2024-05-20 17:40:20 transreid.train INFO: Epoch 97 done. Time per epoch: 31.709[s] Speed: 371.4[samples/s]
2024-05-20 17:40:22 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.303, Acc: 0.975, Base Lr: 3.30e-05
2024-05-20 17:40:24 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.271, Acc: 0.980, Base Lr: 3.30e-05
2024-05-20 17:40:25 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.279, Acc: 0.983, Base Lr: 3.30e-05
2024-05-20 17:40:27 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.274, Acc: 0.982, Base Lr: 3.30e-05
2024-05-20 17:40:29 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.266, Acc: 0.983, Base Lr: 3.30e-05
2024-05-20 17:40:30 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.261, Acc: 0.984, Base Lr: 3.30e-05
2024-05-20 17:40:32 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.253, Acc: 0.985, Base Lr: 3.30e-05
2024-05-20 17:40:34 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.244, Acc: 0.985, Base Lr: 3.30e-05
2024-05-20 17:40:35 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.236, Acc: 0.985, Base Lr: 3.30e-05
2024-05-20 17:40:37 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.225, Acc: 0.986, Base Lr: 3.30e-05
2024-05-20 17:40:39 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.217, Acc: 0.987, Base Lr: 3.30e-05
2024-05-20 17:40:40 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.210, Acc: 0.987, Base Lr: 3.30e-05
2024-05-20 17:40:42 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.208, Acc: 0.987, Base Lr: 3.30e-05
2024-05-20 17:40:44 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.201, Acc: 0.988, Base Lr: 3.30e-05
2024-05-20 17:40:45 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.195, Acc: 0.988, Base Lr: 3.30e-05
2024-05-20 17:40:47 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.187, Acc: 0.989, Base Lr: 3.30e-05
2024-05-20 17:40:49 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.183, Acc: 0.989, Base Lr: 3.30e-05
2024-05-20 17:40:51 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.177, Acc: 0.990, Base Lr: 3.30e-05
2024-05-20 17:40:51 transreid.train INFO: Epoch 98 done. Time per epoch: 31.654[s] Speed: 372.0[samples/s]
2024-05-20 17:40:54 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.275, Acc: 0.988, Base Lr: 3.02e-05
2024-05-20 17:40:55 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.281, Acc: 0.990, Base Lr: 3.02e-05
2024-05-20 17:40:57 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.273, Acc: 0.984, Base Lr: 3.02e-05
2024-05-20 17:40:59 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.271, Acc: 0.985, Base Lr: 3.02e-05
2024-05-20 17:41:00 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.263, Acc: 0.986, Base Lr: 3.02e-05
2024-05-20 17:41:02 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.251, Acc: 0.987, Base Lr: 3.02e-05
2024-05-20 17:41:04 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.244, Acc: 0.988, Base Lr: 3.02e-05
2024-05-20 17:41:06 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.234, Acc: 0.988, Base Lr: 3.02e-05
2024-05-20 17:41:07 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.227, Acc: 0.989, Base Lr: 3.02e-05
2024-05-20 17:41:09 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.220, Acc: 0.988, Base Lr: 3.02e-05
2024-05-20 17:41:11 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.212, Acc: 0.988, Base Lr: 3.02e-05
2024-05-20 17:41:12 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.206, Acc: 0.989, Base Lr: 3.02e-05
2024-05-20 17:41:14 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.200, Acc: 0.989, Base Lr: 3.02e-05
2024-05-20 17:41:16 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.194, Acc: 0.989, Base Lr: 3.02e-05
2024-05-20 17:41:17 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.190, Acc: 0.990, Base Lr: 3.02e-05
2024-05-20 17:41:19 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.183, Acc: 0.990, Base Lr: 3.02e-05
2024-05-20 17:41:21 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.177, Acc: 0.991, Base Lr: 3.02e-05
2024-05-20 17:41:22 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.171, Acc: 0.991, Base Lr: 3.02e-05
2024-05-20 17:41:23 transreid.train INFO: Epoch 99 done. Time per epoch: 31.931[s] Speed: 368.8[samples/s]
2024-05-20 17:41:26 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.325, Acc: 0.980, Base Lr: 2.75e-05
2024-05-20 17:41:27 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.307, Acc: 0.975, Base Lr: 2.75e-05
2024-05-20 17:41:29 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.299, Acc: 0.977, Base Lr: 2.75e-05
2024-05-20 17:41:31 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.282, Acc: 0.979, Base Lr: 2.75e-05
2024-05-20 17:41:32 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.266, Acc: 0.981, Base Lr: 2.75e-05
2024-05-20 17:41:34 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.260, Acc: 0.984, Base Lr: 2.75e-05
2024-05-20 17:41:36 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.248, Acc: 0.985, Base Lr: 2.75e-05
2024-05-20 17:41:37 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.241, Acc: 0.985, Base Lr: 2.75e-05
2024-05-20 17:41:39 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.232, Acc: 0.986, Base Lr: 2.75e-05
2024-05-20 17:41:41 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.226, Acc: 0.986, Base Lr: 2.75e-05
2024-05-20 17:41:42 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.217, Acc: 0.987, Base Lr: 2.75e-05
2024-05-20 17:41:44 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.210, Acc: 0.988, Base Lr: 2.75e-05
2024-05-20 17:41:46 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.203, Acc: 0.988, Base Lr: 2.75e-05
2024-05-20 17:41:47 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.196, Acc: 0.988, Base Lr: 2.75e-05
2024-05-20 17:41:49 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.191, Acc: 0.989, Base Lr: 2.75e-05
2024-05-20 17:41:51 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.185, Acc: 0.989, Base Lr: 2.75e-05
2024-05-20 17:41:52 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.181, Acc: 0.989, Base Lr: 2.75e-05
2024-05-20 17:41:54 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.175, Acc: 0.989, Base Lr: 2.75e-05
2024-05-20 17:41:55 transreid.train INFO: Epoch 100 done. Time per epoch: 31.680[s] Speed: 371.7[samples/s]
2024-05-20 17:42:20 transreid.train INFO: Validation Results - Epoch: 100
2024-05-20 17:42:20 transreid.train INFO: mAP: 92.8%
2024-05-20 17:42:20 transreid.train INFO: CMC curve, Rank-1  :96.7%
2024-05-20 17:42:20 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-20 17:42:20 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-20 17:42:23 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.311, Acc: 0.975, Base Lr: 2.50e-05
2024-05-20 17:42:25 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.318, Acc: 0.980, Base Lr: 2.50e-05
2024-05-20 17:42:26 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.312, Acc: 0.980, Base Lr: 2.50e-05
2024-05-20 17:42:28 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.283, Acc: 0.983, Base Lr: 2.50e-05
2024-05-20 17:42:30 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.268, Acc: 0.983, Base Lr: 2.50e-05
2024-05-20 17:42:31 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.260, Acc: 0.983, Base Lr: 2.50e-05
2024-05-20 17:42:33 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.247, Acc: 0.985, Base Lr: 2.50e-05
2024-05-20 17:42:35 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.241, Acc: 0.985, Base Lr: 2.50e-05
2024-05-20 17:42:36 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.232, Acc: 0.985, Base Lr: 2.50e-05
2024-05-20 17:42:38 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.228, Acc: 0.985, Base Lr: 2.50e-05
2024-05-20 17:42:40 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.218, Acc: 0.986, Base Lr: 2.50e-05
2024-05-20 17:42:41 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.213, Acc: 0.987, Base Lr: 2.50e-05
2024-05-20 17:42:43 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.207, Acc: 0.988, Base Lr: 2.50e-05
2024-05-20 17:42:45 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.199, Acc: 0.989, Base Lr: 2.50e-05
2024-05-20 17:42:47 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.194, Acc: 0.989, Base Lr: 2.50e-05
2024-05-20 17:42:48 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.189, Acc: 0.989, Base Lr: 2.50e-05
2024-05-20 17:42:50 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.182, Acc: 0.989, Base Lr: 2.50e-05
2024-05-20 17:42:52 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.175, Acc: 0.990, Base Lr: 2.50e-05
2024-05-20 17:42:52 transreid.train INFO: Epoch 101 done. Time per epoch: 31.652[s] Speed: 370.0[samples/s]
2024-05-20 17:42:54 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.268, Acc: 0.966, Base Lr: 2.26e-05
2024-05-20 17:42:56 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.272, Acc: 0.972, Base Lr: 2.26e-05
2024-05-20 17:42:58 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.255, Acc: 0.979, Base Lr: 2.26e-05
2024-05-20 17:43:00 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.252, Acc: 0.982, Base Lr: 2.26e-05
2024-05-20 17:43:01 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.245, Acc: 0.983, Base Lr: 2.26e-05
2024-05-20 17:43:03 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.235, Acc: 0.985, Base Lr: 2.26e-05
2024-05-20 17:43:05 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.227, Acc: 0.986, Base Lr: 2.26e-05
2024-05-20 17:43:06 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.219, Acc: 0.987, Base Lr: 2.26e-05
2024-05-20 17:43:08 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.213, Acc: 0.988, Base Lr: 2.26e-05
2024-05-20 17:43:10 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.209, Acc: 0.988, Base Lr: 2.26e-05
2024-05-20 17:43:11 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.205, Acc: 0.989, Base Lr: 2.26e-05
2024-05-20 17:43:13 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.198, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:15 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.194, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:16 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.189, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:18 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.184, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:20 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.179, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:21 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.174, Acc: 0.990, Base Lr: 2.26e-05
2024-05-20 17:43:23 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.167, Acc: 0.991, Base Lr: 2.26e-05
2024-05-20 17:43:24 transreid.train INFO: Epoch 102 done. Time per epoch: 31.518[s] Speed: 371.6[samples/s]
2024-05-20 17:43:26 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.263, Acc: 0.984, Base Lr: 2.02e-05
2024-05-20 17:43:28 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.262, Acc: 0.982, Base Lr: 2.02e-05
2024-05-20 17:43:29 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.247, Acc: 0.988, Base Lr: 2.02e-05
2024-05-20 17:43:31 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.246, Acc: 0.987, Base Lr: 2.02e-05
2024-05-20 17:43:33 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.237, Acc: 0.988, Base Lr: 2.02e-05
2024-05-20 17:43:34 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.237, Acc: 0.989, Base Lr: 2.02e-05
2024-05-20 17:43:36 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.235, Acc: 0.988, Base Lr: 2.02e-05
2024-05-20 17:43:38 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.227, Acc: 0.989, Base Lr: 2.02e-05
2024-05-20 17:43:39 transreid.train INFO: Epoch[103] Iter[90/186] Loss: 0.220, Acc: 0.990, Base Lr: 2.02e-05
2024-05-20 17:43:41 transreid.train INFO: Epoch[103] Iter[100/186] Loss: 0.213, Acc: 0.990, Base Lr: 2.02e-05
2024-05-20 17:43:43 transreid.train INFO: Epoch[103] Iter[110/186] Loss: 0.206, Acc: 0.990, Base Lr: 2.02e-05
2024-05-20 17:43:45 transreid.train INFO: Epoch[103] Iter[120/186] Loss: 0.200, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:46 transreid.train INFO: Epoch[103] Iter[130/186] Loss: 0.195, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:48 transreid.train INFO: Epoch[103] Iter[140/186] Loss: 0.189, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:50 transreid.train INFO: Epoch[103] Iter[150/186] Loss: 0.185, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:51 transreid.train INFO: Epoch[103] Iter[160/186] Loss: 0.179, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:53 transreid.train INFO: Epoch[103] Iter[170/186] Loss: 0.174, Acc: 0.991, Base Lr: 2.02e-05
2024-05-20 17:43:55 transreid.train INFO: Epoch[103] Iter[180/186] Loss: 0.168, Acc: 0.992, Base Lr: 2.02e-05
2024-05-20 17:43:55 transreid.train INFO: Epoch 103 done. Time per epoch: 31.688[s] Speed: 371.6[samples/s]
2024-05-20 17:43:58 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.360, Acc: 0.961, Base Lr: 1.81e-05
2024-05-20 17:43:59 transreid.train INFO: Epoch[104] Iter[20/186] Loss: 0.306, Acc: 0.970, Base Lr: 1.81e-05
2024-05-20 17:44:01 transreid.train INFO: Epoch[104] Iter[30/186] Loss: 0.277, Acc: 0.978, Base Lr: 1.81e-05
2024-05-20 17:44:03 transreid.train INFO: Epoch[104] Iter[40/186] Loss: 0.275, Acc: 0.979, Base Lr: 1.81e-05
2024-05-20 17:44:04 transreid.train INFO: Epoch[104] Iter[50/186] Loss: 0.266, Acc: 0.980, Base Lr: 1.81e-05
2024-05-20 17:44:06 transreid.train INFO: Epoch[104] Iter[60/186] Loss: 0.249, Acc: 0.982, Base Lr: 1.81e-05
2024-05-20 17:44:08 transreid.train INFO: Epoch[104] Iter[70/186] Loss: 0.243, Acc: 0.984, Base Lr: 1.81e-05
2024-05-20 17:44:10 transreid.train INFO: Epoch[104] Iter[80/186] Loss: 0.232, Acc: 0.985, Base Lr: 1.81e-05
2024-05-20 17:44:11 transreid.train INFO: Epoch[104] Iter[90/186] Loss: 0.226, Acc: 0.985, Base Lr: 1.81e-05
2024-05-20 17:44:13 transreid.train INFO: Epoch[104] Iter[100/186] Loss: 0.219, Acc: 0.986, Base Lr: 1.81e-05
2024-05-20 17:44:15 transreid.train INFO: Epoch[104] Iter[110/186] Loss: 0.211, Acc: 0.987, Base Lr: 1.81e-05
2024-05-20 17:44:16 transreid.train INFO: Epoch[104] Iter[120/186] Loss: 0.204, Acc: 0.987, Base Lr: 1.81e-05
2024-05-20 17:44:18 transreid.train INFO: Epoch[104] Iter[130/186] Loss: 0.200, Acc: 0.988, Base Lr: 1.81e-05
2024-05-20 17:44:20 transreid.train INFO: Epoch[104] Iter[140/186] Loss: 0.193, Acc: 0.988, Base Lr: 1.81e-05
2024-05-20 17:44:21 transreid.train INFO: Epoch[104] Iter[150/186] Loss: 0.187, Acc: 0.988, Base Lr: 1.81e-05
2024-05-20 17:44:23 transreid.train INFO: Epoch[104] Iter[160/186] Loss: 0.183, Acc: 0.989, Base Lr: 1.81e-05
2024-05-20 17:44:25 transreid.train INFO: Epoch[104] Iter[170/186] Loss: 0.177, Acc: 0.989, Base Lr: 1.81e-05
2024-05-20 17:44:26 transreid.train INFO: Epoch[104] Iter[180/186] Loss: 0.171, Acc: 0.990, Base Lr: 1.81e-05
2024-05-20 17:44:27 transreid.train INFO: Epoch 104 done. Time per epoch: 31.830[s] Speed: 370.0[samples/s]
2024-05-20 17:44:30 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.333, Acc: 0.975, Base Lr: 1.60e-05
2024-05-20 17:44:31 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 0.299, Acc: 0.981, Base Lr: 1.60e-05
2024-05-20 17:44:33 transreid.train INFO: Epoch[105] Iter[30/186] Loss: 0.272, Acc: 0.984, Base Lr: 1.60e-05
2024-05-20 17:44:35 transreid.train INFO: Epoch[105] Iter[40/186] Loss: 0.278, Acc: 0.982, Base Lr: 1.60e-05
2024-05-20 17:44:36 transreid.train INFO: Epoch[105] Iter[50/186] Loss: 0.255, Acc: 0.984, Base Lr: 1.60e-05
2024-05-20 17:44:38 transreid.train INFO: Epoch[105] Iter[60/186] Loss: 0.246, Acc: 0.986, Base Lr: 1.60e-05
2024-05-20 17:44:40 transreid.train INFO: Epoch[105] Iter[70/186] Loss: 0.244, Acc: 0.986, Base Lr: 1.60e-05
2024-05-20 17:44:41 transreid.train INFO: Epoch[105] Iter[80/186] Loss: 0.233, Acc: 0.987, Base Lr: 1.60e-05
2024-05-20 17:44:43 transreid.train INFO: Epoch[105] Iter[90/186] Loss: 0.227, Acc: 0.988, Base Lr: 1.60e-05
2024-05-20 17:44:45 transreid.train INFO: Epoch[105] Iter[100/186] Loss: 0.217, Acc: 0.989, Base Lr: 1.60e-05
2024-05-20 17:44:46 transreid.train INFO: Epoch[105] Iter[110/186] Loss: 0.209, Acc: 0.989, Base Lr: 1.60e-05
2024-05-20 17:44:48 transreid.train INFO: Epoch[105] Iter[120/186] Loss: 0.202, Acc: 0.989, Base Lr: 1.60e-05
2024-05-20 17:44:50 transreid.train INFO: Epoch[105] Iter[130/186] Loss: 0.195, Acc: 0.990, Base Lr: 1.60e-05
2024-05-20 17:44:51 transreid.train INFO: Epoch[105] Iter[140/186] Loss: 0.187, Acc: 0.990, Base Lr: 1.60e-05
2024-05-20 17:44:53 transreid.train INFO: Epoch[105] Iter[150/186] Loss: 0.182, Acc: 0.990, Base Lr: 1.60e-05
2024-05-20 17:44:55 transreid.train INFO: Epoch[105] Iter[160/186] Loss: 0.176, Acc: 0.991, Base Lr: 1.60e-05
2024-05-20 17:44:56 transreid.train INFO: Epoch[105] Iter[170/186] Loss: 0.171, Acc: 0.991, Base Lr: 1.60e-05
2024-05-20 17:44:58 transreid.train INFO: Epoch[105] Iter[180/186] Loss: 0.164, Acc: 0.992, Base Lr: 1.60e-05
2024-05-20 17:44:59 transreid.train INFO: Epoch 105 done. Time per epoch: 31.569[s] Speed: 371.0[samples/s]
2024-05-20 17:45:01 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.244, Acc: 0.984, Base Lr: 1.41e-05
2024-05-20 17:45:03 transreid.train INFO: Epoch[106] Iter[20/186] Loss: 0.263, Acc: 0.987, Base Lr: 1.41e-05
2024-05-20 17:45:05 transreid.train INFO: Epoch[106] Iter[30/186] Loss: 0.255, Acc: 0.989, Base Lr: 1.41e-05
2024-05-20 17:45:06 transreid.train INFO: Epoch[106] Iter[40/186] Loss: 0.263, Acc: 0.986, Base Lr: 1.41e-05
2024-05-20 17:45:08 transreid.train INFO: Epoch[106] Iter[50/186] Loss: 0.252, Acc: 0.986, Base Lr: 1.41e-05
2024-05-20 17:45:10 transreid.train INFO: Epoch[106] Iter[60/186] Loss: 0.251, Acc: 0.986, Base Lr: 1.41e-05
2024-05-20 17:45:11 transreid.train INFO: Epoch[106] Iter[70/186] Loss: 0.238, Acc: 0.987, Base Lr: 1.41e-05
2024-05-20 17:45:13 transreid.train INFO: Epoch[106] Iter[80/186] Loss: 0.232, Acc: 0.988, Base Lr: 1.41e-05
2024-05-20 17:45:15 transreid.train INFO: Epoch[106] Iter[90/186] Loss: 0.225, Acc: 0.989, Base Lr: 1.41e-05
2024-05-20 17:45:16 transreid.train INFO: Epoch[106] Iter[100/186] Loss: 0.217, Acc: 0.990, Base Lr: 1.41e-05
2024-05-20 17:45:18 transreid.train INFO: Epoch[106] Iter[110/186] Loss: 0.209, Acc: 0.990, Base Lr: 1.41e-05
2024-05-20 17:45:20 transreid.train INFO: Epoch[106] Iter[120/186] Loss: 0.202, Acc: 0.991, Base Lr: 1.41e-05
2024-05-20 17:45:21 transreid.train INFO: Epoch[106] Iter[130/186] Loss: 0.195, Acc: 0.991, Base Lr: 1.41e-05
2024-05-20 17:45:23 transreid.train INFO: Epoch[106] Iter[140/186] Loss: 0.190, Acc: 0.992, Base Lr: 1.41e-05
2024-05-20 17:45:25 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.184, Acc: 0.992, Base Lr: 1.41e-05
2024-05-20 17:45:26 transreid.train INFO: Epoch[106] Iter[160/186] Loss: 0.177, Acc: 0.992, Base Lr: 1.41e-05
2024-05-20 17:45:28 transreid.train INFO: Epoch[106] Iter[170/186] Loss: 0.171, Acc: 0.992, Base Lr: 1.41e-05
2024-05-20 17:45:30 transreid.train INFO: Epoch[106] Iter[180/186] Loss: 0.165, Acc: 0.993, Base Lr: 1.41e-05
2024-05-20 17:45:31 transreid.train INFO: Epoch 106 done. Time per epoch: 31.780[s] Speed: 370.5[samples/s]
2024-05-20 17:45:33 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.280, Acc: 0.978, Base Lr: 1.22e-05
2024-05-20 17:45:35 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.280, Acc: 0.976, Base Lr: 1.22e-05
2024-05-20 17:45:36 transreid.train INFO: Epoch[107] Iter[30/186] Loss: 0.274, Acc: 0.980, Base Lr: 1.22e-05
2024-05-20 17:45:38 transreid.train INFO: Epoch[107] Iter[40/186] Loss: 0.263, Acc: 0.982, Base Lr: 1.22e-05
2024-05-20 17:45:40 transreid.train INFO: Epoch[107] Iter[50/186] Loss: 0.251, Acc: 0.983, Base Lr: 1.22e-05
2024-05-20 17:45:41 transreid.train INFO: Epoch[107] Iter[60/186] Loss: 0.245, Acc: 0.985, Base Lr: 1.22e-05
2024-05-20 17:45:43 transreid.train INFO: Epoch[107] Iter[70/186] Loss: 0.239, Acc: 0.985, Base Lr: 1.22e-05
2024-05-20 17:45:45 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.232, Acc: 0.986, Base Lr: 1.22e-05
2024-05-20 17:45:46 transreid.train INFO: Epoch[107] Iter[90/186] Loss: 0.223, Acc: 0.987, Base Lr: 1.22e-05
2024-05-20 17:45:48 transreid.train INFO: Epoch[107] Iter[100/186] Loss: 0.219, Acc: 0.987, Base Lr: 1.22e-05
2024-05-20 17:45:50 transreid.train INFO: Epoch[107] Iter[110/186] Loss: 0.212, Acc: 0.987, Base Lr: 1.22e-05
2024-05-20 17:45:51 transreid.train INFO: Epoch[107] Iter[120/186] Loss: 0.203, Acc: 0.988, Base Lr: 1.22e-05
2024-05-20 17:45:53 transreid.train INFO: Epoch[107] Iter[130/186] Loss: 0.196, Acc: 0.988, Base Lr: 1.22e-05
2024-05-20 17:45:55 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.190, Acc: 0.989, Base Lr: 1.22e-05
2024-05-20 17:45:56 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.186, Acc: 0.989, Base Lr: 1.22e-05
2024-05-20 17:45:58 transreid.train INFO: Epoch[107] Iter[160/186] Loss: 0.179, Acc: 0.990, Base Lr: 1.22e-05
2024-05-20 17:46:00 transreid.train INFO: Epoch[107] Iter[170/186] Loss: 0.174, Acc: 0.990, Base Lr: 1.22e-05
2024-05-20 17:46:01 transreid.train INFO: Epoch[107] Iter[180/186] Loss: 0.168, Acc: 0.990, Base Lr: 1.22e-05
2024-05-20 17:46:02 transreid.train INFO: Epoch 107 done. Time per epoch: 31.685[s] Speed: 371.7[samples/s]
2024-05-20 17:46:05 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.318, Acc: 0.975, Base Lr: 1.06e-05
2024-05-20 17:46:06 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.279, Acc: 0.980, Base Lr: 1.06e-05
2024-05-20 17:46:08 transreid.train INFO: Epoch[108] Iter[30/186] Loss: 0.280, Acc: 0.982, Base Lr: 1.06e-05
2024-05-20 17:46:10 transreid.train INFO: Epoch[108] Iter[40/186] Loss: 0.276, Acc: 0.982, Base Lr: 1.06e-05
2024-05-20 17:46:11 transreid.train INFO: Epoch[108] Iter[50/186] Loss: 0.261, Acc: 0.984, Base Lr: 1.06e-05
2024-05-20 17:46:13 transreid.train INFO: Epoch[108] Iter[60/186] Loss: 0.257, Acc: 0.985, Base Lr: 1.06e-05
2024-05-20 17:46:15 transreid.train INFO: Epoch[108] Iter[70/186] Loss: 0.250, Acc: 0.983, Base Lr: 1.06e-05
2024-05-20 17:46:16 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.240, Acc: 0.984, Base Lr: 1.06e-05
2024-05-20 17:46:18 transreid.train INFO: Epoch[108] Iter[90/186] Loss: 0.229, Acc: 0.986, Base Lr: 1.06e-05
2024-05-20 17:46:20 transreid.train INFO: Epoch[108] Iter[100/186] Loss: 0.221, Acc: 0.987, Base Lr: 1.06e-05
2024-05-20 17:46:21 transreid.train INFO: Epoch[108] Iter[110/186] Loss: 0.212, Acc: 0.988, Base Lr: 1.06e-05
2024-05-20 17:46:23 transreid.train INFO: Epoch[108] Iter[120/186] Loss: 0.204, Acc: 0.988, Base Lr: 1.06e-05
2024-05-20 17:46:25 transreid.train INFO: Epoch[108] Iter[130/186] Loss: 0.200, Acc: 0.989, Base Lr: 1.06e-05
2024-05-20 17:46:27 transreid.train INFO: Epoch[108] Iter[140/186] Loss: 0.194, Acc: 0.990, Base Lr: 1.06e-05
2024-05-20 17:46:28 transreid.train INFO: Epoch[108] Iter[150/186] Loss: 0.188, Acc: 0.990, Base Lr: 1.06e-05
2024-05-20 17:46:30 transreid.train INFO: Epoch[108] Iter[160/186] Loss: 0.185, Acc: 0.990, Base Lr: 1.06e-05
2024-05-20 17:46:32 transreid.train INFO: Epoch[108] Iter[170/186] Loss: 0.179, Acc: 0.990, Base Lr: 1.06e-05
2024-05-20 17:46:33 transreid.train INFO: Epoch[108] Iter[180/186] Loss: 0.173, Acc: 0.991, Base Lr: 1.06e-05
2024-05-20 17:46:34 transreid.train INFO: Epoch 108 done. Time per epoch: 31.811[s] Speed: 370.2[samples/s]
2024-05-20 17:46:36 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.342, Acc: 0.983, Base Lr: 9.02e-06
2024-05-20 17:46:38 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 0.310, Acc: 0.983, Base Lr: 9.02e-06
2024-05-20 17:46:40 transreid.train INFO: Epoch[109] Iter[30/186] Loss: 0.291, Acc: 0.982, Base Lr: 9.02e-06
2024-05-20 17:46:41 transreid.train INFO: Epoch[109] Iter[40/186] Loss: 0.278, Acc: 0.984, Base Lr: 9.02e-06
2024-05-20 17:46:43 transreid.train INFO: Epoch[109] Iter[50/186] Loss: 0.270, Acc: 0.985, Base Lr: 9.02e-06
2024-05-20 17:46:45 transreid.train INFO: Epoch[109] Iter[60/186] Loss: 0.257, Acc: 0.987, Base Lr: 9.02e-06
2024-05-20 17:46:46 transreid.train INFO: Epoch[109] Iter[70/186] Loss: 0.245, Acc: 0.988, Base Lr: 9.02e-06
2024-05-20 17:46:48 transreid.train INFO: Epoch[109] Iter[80/186] Loss: 0.233, Acc: 0.989, Base Lr: 9.02e-06
2024-05-20 17:46:50 transreid.train INFO: Epoch[109] Iter[90/186] Loss: 0.223, Acc: 0.989, Base Lr: 9.02e-06
2024-05-20 17:46:52 transreid.train INFO: Epoch[109] Iter[100/186] Loss: 0.218, Acc: 0.989, Base Lr: 9.02e-06
2024-05-20 17:46:53 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.209, Acc: 0.990, Base Lr: 9.02e-06
2024-05-20 17:46:55 transreid.train INFO: Epoch[109] Iter[120/186] Loss: 0.203, Acc: 0.990, Base Lr: 9.02e-06
2024-05-20 17:46:57 transreid.train INFO: Epoch[109] Iter[130/186] Loss: 0.195, Acc: 0.990, Base Lr: 9.02e-06
2024-05-20 17:46:58 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.190, Acc: 0.991, Base Lr: 9.02e-06
2024-05-20 17:47:00 transreid.train INFO: Epoch[109] Iter[150/186] Loss: 0.185, Acc: 0.991, Base Lr: 9.02e-06
2024-05-20 17:47:02 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.182, Acc: 0.991, Base Lr: 9.02e-06
2024-05-20 17:47:03 transreid.train INFO: Epoch[109] Iter[170/186] Loss: 0.175, Acc: 0.991, Base Lr: 9.02e-06
2024-05-20 17:47:05 transreid.train INFO: Epoch[109] Iter[180/186] Loss: 0.169, Acc: 0.992, Base Lr: 9.02e-06
2024-05-20 17:47:06 transreid.train INFO: Epoch 109 done. Time per epoch: 31.724[s] Speed: 371.2[samples/s]
2024-05-20 17:47:08 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.227, Acc: 0.991, Base Lr: 7.60e-06
2024-05-20 17:47:10 transreid.train INFO: Epoch[110] Iter[20/186] Loss: 0.243, Acc: 0.989, Base Lr: 7.60e-06
2024-05-20 17:47:12 transreid.train INFO: Epoch[110] Iter[30/186] Loss: 0.245, Acc: 0.988, Base Lr: 7.60e-06
2024-05-20 17:47:13 transreid.train INFO: Epoch[110] Iter[40/186] Loss: 0.247, Acc: 0.986, Base Lr: 7.60e-06
2024-05-20 17:47:15 transreid.train INFO: Epoch[110] Iter[50/186] Loss: 0.246, Acc: 0.985, Base Lr: 7.60e-06
2024-05-20 17:47:17 transreid.train INFO: Epoch[110] Iter[60/186] Loss: 0.239, Acc: 0.985, Base Lr: 7.60e-06
2024-05-20 17:47:19 transreid.train INFO: Epoch[110] Iter[70/186] Loss: 0.232, Acc: 0.986, Base Lr: 7.60e-06
2024-05-20 17:47:20 transreid.train INFO: Epoch[110] Iter[80/186] Loss: 0.226, Acc: 0.986, Base Lr: 7.60e-06
2024-05-20 17:47:22 transreid.train INFO: Epoch[110] Iter[90/186] Loss: 0.216, Acc: 0.987, Base Lr: 7.60e-06
2024-05-20 17:47:24 transreid.train INFO: Epoch[110] Iter[100/186] Loss: 0.209, Acc: 0.988, Base Lr: 7.60e-06
2024-05-20 17:47:25 transreid.train INFO: Epoch[110] Iter[110/186] Loss: 0.205, Acc: 0.988, Base Lr: 7.60e-06
2024-05-20 17:47:27 transreid.train INFO: Epoch[110] Iter[120/186] Loss: 0.198, Acc: 0.989, Base Lr: 7.60e-06
2024-05-20 17:47:29 transreid.train INFO: Epoch[110] Iter[130/186] Loss: 0.191, Acc: 0.989, Base Lr: 7.60e-06
2024-05-20 17:47:30 transreid.train INFO: Epoch[110] Iter[140/186] Loss: 0.185, Acc: 0.990, Base Lr: 7.60e-06
2024-05-20 17:47:32 transreid.train INFO: Epoch[110] Iter[150/186] Loss: 0.179, Acc: 0.990, Base Lr: 7.60e-06
2024-05-20 17:47:34 transreid.train INFO: Epoch[110] Iter[160/186] Loss: 0.172, Acc: 0.991, Base Lr: 7.60e-06
2024-05-20 17:47:35 transreid.train INFO: Epoch[110] Iter[170/186] Loss: 0.167, Acc: 0.991, Base Lr: 7.60e-06
2024-05-20 17:47:37 transreid.train INFO: Epoch[110] Iter[180/186] Loss: 0.162, Acc: 0.991, Base Lr: 7.60e-06
2024-05-20 17:47:38 transreid.train INFO: Epoch 110 done. Time per epoch: 31.984[s] Speed: 366.2[samples/s]
2024-05-20 17:47:40 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.336, Acc: 0.975, Base Lr: 6.31e-06
2024-05-20 17:47:42 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.303, Acc: 0.981, Base Lr: 6.31e-06
2024-05-20 17:47:43 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.284, Acc: 0.982, Base Lr: 6.31e-06
2024-05-20 17:47:45 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 0.279, Acc: 0.982, Base Lr: 6.31e-06
2024-05-20 17:47:47 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.260, Acc: 0.983, Base Lr: 6.31e-06
2024-05-20 17:47:48 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.248, Acc: 0.985, Base Lr: 6.31e-06
2024-05-20 17:47:50 transreid.train INFO: Epoch[111] Iter[70/186] Loss: 0.240, Acc: 0.985, Base Lr: 6.31e-06
2024-05-20 17:47:52 transreid.train INFO: Epoch[111] Iter[80/186] Loss: 0.228, Acc: 0.986, Base Lr: 6.31e-06
2024-05-20 17:47:53 transreid.train INFO: Epoch[111] Iter[90/186] Loss: 0.224, Acc: 0.986, Base Lr: 6.31e-06
2024-05-20 17:47:55 transreid.train INFO: Epoch[111] Iter[100/186] Loss: 0.216, Acc: 0.987, Base Lr: 6.31e-06
2024-05-20 17:47:57 transreid.train INFO: Epoch[111] Iter[110/186] Loss: 0.208, Acc: 0.987, Base Lr: 6.31e-06
2024-05-20 17:47:59 transreid.train INFO: Epoch[111] Iter[120/186] Loss: 0.200, Acc: 0.988, Base Lr: 6.31e-06
2024-05-20 17:48:00 transreid.train INFO: Epoch[111] Iter[130/186] Loss: 0.194, Acc: 0.988, Base Lr: 6.31e-06
2024-05-20 17:48:02 transreid.train INFO: Epoch[111] Iter[140/186] Loss: 0.187, Acc: 0.989, Base Lr: 6.31e-06
2024-05-20 17:48:04 transreid.train INFO: Epoch[111] Iter[150/186] Loss: 0.181, Acc: 0.989, Base Lr: 6.31e-06
2024-05-20 17:48:05 transreid.train INFO: Epoch[111] Iter[160/186] Loss: 0.175, Acc: 0.990, Base Lr: 6.31e-06
2024-05-20 17:48:07 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.170, Acc: 0.990, Base Lr: 6.31e-06
2024-05-20 17:48:09 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.164, Acc: 0.990, Base Lr: 6.31e-06
2024-05-20 17:48:09 transreid.train INFO: Epoch 111 done. Time per epoch: 31.652[s] Speed: 372.1[samples/s]
2024-05-20 17:48:12 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.297, Acc: 0.973, Base Lr: 5.16e-06
2024-05-20 17:48:13 transreid.train INFO: Epoch[112] Iter[20/186] Loss: 0.279, Acc: 0.981, Base Lr: 5.16e-06
2024-05-20 17:48:15 transreid.train INFO: Epoch[112] Iter[30/186] Loss: 0.271, Acc: 0.981, Base Lr: 5.16e-06
2024-05-20 17:48:17 transreid.train INFO: Epoch[112] Iter[40/186] Loss: 0.253, Acc: 0.982, Base Lr: 5.16e-06
2024-05-20 17:48:18 transreid.train INFO: Epoch[112] Iter[50/186] Loss: 0.255, Acc: 0.980, Base Lr: 5.16e-06
2024-05-20 17:48:20 transreid.train INFO: Epoch[112] Iter[60/186] Loss: 0.242, Acc: 0.983, Base Lr: 5.16e-06
2024-05-20 17:48:22 transreid.train INFO: Epoch[112] Iter[70/186] Loss: 0.227, Acc: 0.985, Base Lr: 5.16e-06
2024-05-20 17:48:23 transreid.train INFO: Epoch[112] Iter[80/186] Loss: 0.222, Acc: 0.985, Base Lr: 5.16e-06
2024-05-20 17:48:25 transreid.train INFO: Epoch[112] Iter[90/186] Loss: 0.215, Acc: 0.986, Base Lr: 5.16e-06
2024-05-20 17:48:27 transreid.train INFO: Epoch[112] Iter[100/186] Loss: 0.212, Acc: 0.986, Base Lr: 5.16e-06
2024-05-20 17:48:28 transreid.train INFO: Epoch[112] Iter[110/186] Loss: 0.205, Acc: 0.987, Base Lr: 5.16e-06
2024-05-20 17:48:30 transreid.train INFO: Epoch[112] Iter[120/186] Loss: 0.197, Acc: 0.988, Base Lr: 5.16e-06
2024-05-20 17:48:32 transreid.train INFO: Epoch[112] Iter[130/186] Loss: 0.192, Acc: 0.989, Base Lr: 5.16e-06
2024-05-20 17:48:34 transreid.train INFO: Epoch[112] Iter[140/186] Loss: 0.187, Acc: 0.989, Base Lr: 5.16e-06
2024-05-20 17:48:35 transreid.train INFO: Epoch[112] Iter[150/186] Loss: 0.181, Acc: 0.990, Base Lr: 5.16e-06
2024-05-20 17:48:37 transreid.train INFO: Epoch[112] Iter[160/186] Loss: 0.176, Acc: 0.990, Base Lr: 5.16e-06
2024-05-20 17:48:39 transreid.train INFO: Epoch[112] Iter[170/186] Loss: 0.171, Acc: 0.991, Base Lr: 5.16e-06
2024-05-20 17:48:40 transreid.train INFO: Epoch[112] Iter[180/186] Loss: 0.168, Acc: 0.991, Base Lr: 5.16e-06
2024-05-20 17:48:41 transreid.train INFO: Epoch 112 done. Time per epoch: 31.600[s] Speed: 372.7[samples/s]
2024-05-20 17:48:43 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.395, Acc: 0.967, Base Lr: 4.14e-06
2024-05-20 17:48:45 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 0.339, Acc: 0.979, Base Lr: 4.14e-06
2024-05-20 17:48:47 transreid.train INFO: Epoch[113] Iter[30/186] Loss: 0.306, Acc: 0.984, Base Lr: 4.14e-06
2024-05-20 17:48:48 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 0.285, Acc: 0.985, Base Lr: 4.14e-06
2024-05-20 17:48:50 transreid.train INFO: Epoch[113] Iter[50/186] Loss: 0.261, Acc: 0.987, Base Lr: 4.14e-06
2024-05-20 17:48:52 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 0.248, Acc: 0.987, Base Lr: 4.14e-06
2024-05-20 17:48:53 transreid.train INFO: Epoch[113] Iter[70/186] Loss: 0.237, Acc: 0.988, Base Lr: 4.14e-06
2024-05-20 17:48:55 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.228, Acc: 0.988, Base Lr: 4.14e-06
2024-05-20 17:48:57 transreid.train INFO: Epoch[113] Iter[90/186] Loss: 0.221, Acc: 0.989, Base Lr: 4.14e-06
2024-05-20 17:48:59 transreid.train INFO: Epoch[113] Iter[100/186] Loss: 0.215, Acc: 0.989, Base Lr: 4.14e-06
2024-05-20 17:49:00 transreid.train INFO: Epoch[113] Iter[110/186] Loss: 0.209, Acc: 0.989, Base Lr: 4.14e-06
2024-05-20 17:49:02 transreid.train INFO: Epoch[113] Iter[120/186] Loss: 0.204, Acc: 0.990, Base Lr: 4.14e-06
2024-05-20 17:49:04 transreid.train INFO: Epoch[113] Iter[130/186] Loss: 0.197, Acc: 0.991, Base Lr: 4.14e-06
2024-05-20 17:49:05 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.191, Acc: 0.991, Base Lr: 4.14e-06
2024-05-20 17:49:07 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.185, Acc: 0.991, Base Lr: 4.14e-06
2024-05-20 17:49:09 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.180, Acc: 0.991, Base Lr: 4.14e-06
2024-05-20 17:49:10 transreid.train INFO: Epoch[113] Iter[170/186] Loss: 0.174, Acc: 0.992, Base Lr: 4.14e-06
2024-05-20 17:49:12 transreid.train INFO: Epoch[113] Iter[180/186] Loss: 0.167, Acc: 0.992, Base Lr: 4.14e-06
2024-05-20 17:49:13 transreid.train INFO: Epoch 113 done. Time per epoch: 31.613[s] Speed: 370.5[samples/s]
2024-05-20 17:49:15 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.340, Acc: 0.980, Base Lr: 3.26e-06
2024-05-20 17:49:17 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 0.315, Acc: 0.982, Base Lr: 3.26e-06
2024-05-20 17:49:18 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.303, Acc: 0.981, Base Lr: 3.26e-06
2024-05-20 17:49:20 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 0.279, Acc: 0.984, Base Lr: 3.26e-06
2024-05-20 17:49:22 transreid.train INFO: Epoch[114] Iter[50/186] Loss: 0.267, Acc: 0.985, Base Lr: 3.26e-06
2024-05-20 17:49:23 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 0.250, Acc: 0.986, Base Lr: 3.26e-06
2024-05-20 17:49:25 transreid.train INFO: Epoch[114] Iter[70/186] Loss: 0.236, Acc: 0.987, Base Lr: 3.26e-06
2024-05-20 17:49:27 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.228, Acc: 0.988, Base Lr: 3.26e-06
2024-05-20 17:49:28 transreid.train INFO: Epoch[114] Iter[90/186] Loss: 0.220, Acc: 0.988, Base Lr: 3.26e-06
2024-05-20 17:49:30 transreid.train INFO: Epoch[114] Iter[100/186] Loss: 0.212, Acc: 0.989, Base Lr: 3.26e-06
2024-05-20 17:49:32 transreid.train INFO: Epoch[114] Iter[110/186] Loss: 0.207, Acc: 0.988, Base Lr: 3.26e-06
2024-05-20 17:49:34 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.200, Acc: 0.989, Base Lr: 3.26e-06
2024-05-20 17:49:35 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.194, Acc: 0.989, Base Lr: 3.26e-06
2024-05-20 17:49:37 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.189, Acc: 0.990, Base Lr: 3.26e-06
2024-05-20 17:49:39 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.182, Acc: 0.990, Base Lr: 3.26e-06
2024-05-20 17:49:40 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.177, Acc: 0.990, Base Lr: 3.26e-06
2024-05-20 17:49:42 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.171, Acc: 0.991, Base Lr: 3.26e-06
2024-05-20 17:49:44 transreid.train INFO: Epoch[114] Iter[180/186] Loss: 0.165, Acc: 0.991, Base Lr: 3.26e-06
2024-05-20 17:49:44 transreid.train INFO: Epoch 114 done. Time per epoch: 31.795[s] Speed: 370.4[samples/s]
2024-05-20 17:49:47 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.298, Acc: 0.981, Base Lr: 2.51e-06
2024-05-20 17:49:49 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.279, Acc: 0.984, Base Lr: 2.51e-06
2024-05-20 17:49:50 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.271, Acc: 0.984, Base Lr: 2.51e-06
2024-05-20 17:49:52 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.274, Acc: 0.983, Base Lr: 2.51e-06
2024-05-20 17:49:54 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.258, Acc: 0.986, Base Lr: 2.51e-06
2024-05-20 17:49:55 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.241, Acc: 0.988, Base Lr: 2.51e-06
2024-05-20 17:49:57 transreid.train INFO: Epoch[115] Iter[70/186] Loss: 0.229, Acc: 0.989, Base Lr: 2.51e-06
2024-05-20 17:49:59 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.221, Acc: 0.989, Base Lr: 2.51e-06
2024-05-20 17:50:00 transreid.train INFO: Epoch[115] Iter[90/186] Loss: 0.216, Acc: 0.989, Base Lr: 2.51e-06
2024-05-20 17:50:02 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.211, Acc: 0.990, Base Lr: 2.51e-06
2024-05-20 17:50:04 transreid.train INFO: Epoch[115] Iter[110/186] Loss: 0.203, Acc: 0.990, Base Lr: 2.51e-06
2024-05-20 17:50:05 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.197, Acc: 0.991, Base Lr: 2.51e-06
2024-05-20 17:50:07 transreid.train INFO: Epoch[115] Iter[130/186] Loss: 0.191, Acc: 0.991, Base Lr: 2.51e-06
2024-05-20 17:50:09 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.186, Acc: 0.991, Base Lr: 2.51e-06
2024-05-20 17:50:10 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.182, Acc: 0.991, Base Lr: 2.51e-06
2024-05-20 17:50:12 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.175, Acc: 0.992, Base Lr: 2.51e-06
2024-05-20 17:50:14 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.170, Acc: 0.992, Base Lr: 2.51e-06
2024-05-20 17:50:15 transreid.train INFO: Epoch[115] Iter[180/186] Loss: 0.165, Acc: 0.992, Base Lr: 2.51e-06
2024-05-20 17:50:16 transreid.train INFO: Epoch 115 done. Time per epoch: 31.688[s] Speed: 369.6[samples/s]
2024-05-20 17:50:18 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.328, Acc: 0.969, Base Lr: 1.89e-06
2024-05-20 17:50:20 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.307, Acc: 0.976, Base Lr: 1.89e-06
2024-05-20 17:50:22 transreid.train INFO: Epoch[116] Iter[30/186] Loss: 0.298, Acc: 0.978, Base Lr: 1.89e-06
2024-05-20 17:50:24 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 0.275, Acc: 0.982, Base Lr: 1.89e-06
2024-05-20 17:50:25 transreid.train INFO: Epoch[116] Iter[50/186] Loss: 0.263, Acc: 0.983, Base Lr: 1.89e-06
2024-05-20 17:50:27 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.253, Acc: 0.983, Base Lr: 1.89e-06
2024-05-20 17:50:29 transreid.train INFO: Epoch[116] Iter[70/186] Loss: 0.243, Acc: 0.983, Base Lr: 1.89e-06
2024-05-20 17:50:30 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.233, Acc: 0.985, Base Lr: 1.89e-06
2024-05-20 17:50:32 transreid.train INFO: Epoch[116] Iter[90/186] Loss: 0.224, Acc: 0.986, Base Lr: 1.89e-06
2024-05-20 17:50:34 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.216, Acc: 0.987, Base Lr: 1.89e-06
2024-05-20 17:50:35 transreid.train INFO: Epoch[116] Iter[110/186] Loss: 0.211, Acc: 0.987, Base Lr: 1.89e-06
2024-05-20 17:50:37 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.205, Acc: 0.988, Base Lr: 1.89e-06
2024-05-20 17:50:39 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.198, Acc: 0.989, Base Lr: 1.89e-06
2024-05-20 17:50:40 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.191, Acc: 0.989, Base Lr: 1.89e-06
2024-05-20 17:50:42 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.184, Acc: 0.990, Base Lr: 1.89e-06
2024-05-20 17:50:44 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.178, Acc: 0.990, Base Lr: 1.89e-06
2024-05-20 17:50:45 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.172, Acc: 0.991, Base Lr: 1.89e-06
2024-05-20 17:50:47 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.167, Acc: 0.991, Base Lr: 1.89e-06
2024-05-20 17:50:48 transreid.train INFO: Epoch 116 done. Time per epoch: 31.779[s] Speed: 370.6[samples/s]
2024-05-20 17:50:50 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.303, Acc: 0.984, Base Lr: 1.42e-06
2024-05-20 17:50:52 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.320, Acc: 0.981, Base Lr: 1.42e-06
2024-05-20 17:50:54 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.299, Acc: 0.982, Base Lr: 1.42e-06
2024-05-20 17:50:55 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.280, Acc: 0.983, Base Lr: 1.42e-06
2024-05-20 17:50:57 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.271, Acc: 0.983, Base Lr: 1.42e-06
2024-05-20 17:50:59 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.264, Acc: 0.984, Base Lr: 1.42e-06
2024-05-20 17:51:00 transreid.train INFO: Epoch[117] Iter[70/186] Loss: 0.250, Acc: 0.985, Base Lr: 1.42e-06
2024-05-20 17:51:02 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.241, Acc: 0.986, Base Lr: 1.42e-06
2024-05-20 17:51:04 transreid.train INFO: Epoch[117] Iter[90/186] Loss: 0.231, Acc: 0.987, Base Lr: 1.42e-06
2024-05-20 17:51:05 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.222, Acc: 0.987, Base Lr: 1.42e-06
2024-05-20 17:51:07 transreid.train INFO: Epoch[117] Iter[110/186] Loss: 0.215, Acc: 0.988, Base Lr: 1.42e-06
2024-05-20 17:51:09 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.205, Acc: 0.989, Base Lr: 1.42e-06
2024-05-20 17:51:10 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.197, Acc: 0.989, Base Lr: 1.42e-06
2024-05-20 17:51:12 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.190, Acc: 0.990, Base Lr: 1.42e-06
2024-05-20 17:51:14 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.184, Acc: 0.990, Base Lr: 1.42e-06
2024-05-20 17:51:15 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.178, Acc: 0.990, Base Lr: 1.42e-06
2024-05-20 17:51:17 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.172, Acc: 0.991, Base Lr: 1.42e-06
2024-05-20 17:51:19 transreid.train INFO: Epoch[117] Iter[180/186] Loss: 0.166, Acc: 0.991, Base Lr: 1.42e-06
2024-05-20 17:51:20 transreid.train INFO: Epoch 117 done. Time per epoch: 31.719[s] Speed: 371.3[samples/s]
2024-05-20 17:51:22 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.344, Acc: 0.969, Base Lr: 1.07e-06
2024-05-20 17:51:24 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 0.298, Acc: 0.977, Base Lr: 1.07e-06
2024-05-20 17:51:25 transreid.train INFO: Epoch[118] Iter[30/186] Loss: 0.279, Acc: 0.980, Base Lr: 1.07e-06
2024-05-20 17:51:27 transreid.train INFO: Epoch[118] Iter[40/186] Loss: 0.265, Acc: 0.982, Base Lr: 1.07e-06
2024-05-20 17:51:29 transreid.train INFO: Epoch[118] Iter[50/186] Loss: 0.256, Acc: 0.982, Base Lr: 1.07e-06
2024-05-20 17:51:30 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 0.247, Acc: 0.983, Base Lr: 1.07e-06
2024-05-20 17:51:32 transreid.train INFO: Epoch[118] Iter[70/186] Loss: 0.240, Acc: 0.984, Base Lr: 1.07e-06
2024-05-20 17:51:34 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.232, Acc: 0.985, Base Lr: 1.07e-06
2024-05-20 17:51:35 transreid.train INFO: Epoch[118] Iter[90/186] Loss: 0.222, Acc: 0.986, Base Lr: 1.07e-06
2024-05-20 17:51:37 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.214, Acc: 0.987, Base Lr: 1.07e-06
2024-05-20 17:51:39 transreid.train INFO: Epoch[118] Iter[110/186] Loss: 0.208, Acc: 0.987, Base Lr: 1.07e-06
2024-05-20 17:51:40 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.207, Acc: 0.988, Base Lr: 1.07e-06
2024-05-20 17:51:42 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.200, Acc: 0.988, Base Lr: 1.07e-06
2024-05-20 17:51:44 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.194, Acc: 0.989, Base Lr: 1.07e-06
2024-05-20 17:51:45 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.187, Acc: 0.989, Base Lr: 1.07e-06
2024-05-20 17:51:47 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.181, Acc: 0.990, Base Lr: 1.07e-06
2024-05-20 17:51:49 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.175, Acc: 0.990, Base Lr: 1.07e-06
2024-05-20 17:51:51 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.170, Acc: 0.990, Base Lr: 1.07e-06
2024-05-20 17:51:51 transreid.train INFO: Epoch 118 done. Time per epoch: 31.703[s] Speed: 371.5[samples/s]
2024-05-20 17:51:54 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.307, Acc: 0.978, Base Lr: 8.68e-07
2024-05-20 17:51:55 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.268, Acc: 0.987, Base Lr: 8.68e-07
2024-05-20 17:51:57 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.253, Acc: 0.989, Base Lr: 8.68e-07
2024-05-20 17:51:59 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.252, Acc: 0.984, Base Lr: 8.68e-07
2024-05-20 17:52:00 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.246, Acc: 0.986, Base Lr: 8.68e-07
2024-05-20 17:52:02 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.237, Acc: 0.986, Base Lr: 8.68e-07
2024-05-20 17:52:04 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.227, Acc: 0.987, Base Lr: 8.68e-07
2024-05-20 17:52:05 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.219, Acc: 0.987, Base Lr: 8.68e-07
2024-05-20 17:52:07 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.213, Acc: 0.987, Base Lr: 8.68e-07
2024-05-20 17:52:09 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.211, Acc: 0.988, Base Lr: 8.68e-07
2024-05-20 17:52:10 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.205, Acc: 0.989, Base Lr: 8.68e-07
2024-05-20 17:52:12 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.197, Acc: 0.990, Base Lr: 8.68e-07
2024-05-20 17:52:14 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.190, Acc: 0.990, Base Lr: 8.68e-07
2024-05-20 17:52:16 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.185, Acc: 0.990, Base Lr: 8.68e-07
2024-05-20 17:52:17 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.180, Acc: 0.991, Base Lr: 8.68e-07
2024-05-20 17:52:19 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.174, Acc: 0.991, Base Lr: 8.68e-07
2024-05-20 17:52:21 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.168, Acc: 0.992, Base Lr: 8.68e-07
2024-05-20 17:52:22 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.162, Acc: 0.992, Base Lr: 8.68e-07
2024-05-20 17:52:23 transreid.train INFO: Epoch 119 done. Time per epoch: 31.753[s] Speed: 370.9[samples/s]
2024-05-20 17:52:25 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.272, Acc: 0.984, Base Lr: 8.00e-07
2024-05-20 17:52:27 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.257, Acc: 0.980, Base Lr: 8.00e-07
2024-05-20 17:52:29 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.247, Acc: 0.984, Base Lr: 8.00e-07
2024-05-20 17:52:31 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.248, Acc: 0.984, Base Lr: 8.00e-07
2024-05-20 17:52:32 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.238, Acc: 0.983, Base Lr: 8.00e-07
2024-05-20 17:52:34 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.229, Acc: 0.985, Base Lr: 8.00e-07
2024-05-20 17:52:36 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.226, Acc: 0.985, Base Lr: 8.00e-07
2024-05-20 17:52:37 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.217, Acc: 0.986, Base Lr: 8.00e-07
2024-05-20 17:52:39 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.211, Acc: 0.987, Base Lr: 8.00e-07
2024-05-20 17:52:41 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.205, Acc: 0.987, Base Lr: 8.00e-07
2024-05-20 17:52:42 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.200, Acc: 0.988, Base Lr: 8.00e-07
2024-05-20 17:52:44 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.194, Acc: 0.988, Base Lr: 8.00e-07
2024-05-20 17:52:46 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.189, Acc: 0.988, Base Lr: 8.00e-07
2024-05-20 17:52:47 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.185, Acc: 0.989, Base Lr: 8.00e-07
2024-05-20 17:52:49 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.179, Acc: 0.989, Base Lr: 8.00e-07
2024-05-20 17:52:51 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.174, Acc: 0.989, Base Lr: 8.00e-07
2024-05-20 17:52:52 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.168, Acc: 0.990, Base Lr: 8.00e-07
2024-05-20 17:52:54 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.162, Acc: 0.991, Base Lr: 8.00e-07
2024-05-20 17:52:55 transreid.train INFO: Epoch 120 done. Time per epoch: 31.750[s] Speed: 370.9[samples/s]
2024-05-20 17:53:21 transreid.train INFO: Validation Results - Epoch: 120
2024-05-20 17:53:21 transreid.train INFO: mAP: 92.9%
2024-05-20 17:53:21 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-20 17:53:21 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-20 17:53:21 transreid.train INFO: CMC curve, Rank-10 :99.3%
