2024-05-06 06:50:36 transreid INFO: Saving model in the path :log/bs_exp/ResNet101_IBN_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-06 06:50:36 transreid INFO: Loaded configuration file configs/market/resnet101_ibn.yml
2024-05-06 06:50:36 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 2
  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: resnet101_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101_IBN.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet101_IBN_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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 20
  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: 
2024-05-06 06:50:36 transreid.check INFO: Dataset statistics:
2024-05-06 06:50:36 transreid.check INFO:   ----------------------------------------
2024-05-06 06:50:36 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 06:50:36 transreid.check INFO:   ----------------------------------------
2024-05-06 06:50:36 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-06 06:50:36 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-06 06:50:36 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-06 06:50:36 transreid.check INFO:   ----------------------------------------
2024-05-06 06:50:42 transreid INFO: ===========using cosine learning rate=======
2024-05-06 06:50:42 transreid.train INFO: start training
2024-05-06 06:50:53 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 12.771, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:50:56 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 12.225, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:50:58 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 11.647, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:01 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.144, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:03 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.915, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:06 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.676, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:09 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.486, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:11 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.320, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:14 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.194, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 06:51:14 transreid.train INFO: Epoch 1 done. Time per epoch: 31.795[s] Speed: 368.4[samples/s]
2024-05-06 06:51:17 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.012, Acc: 0.002, Base Lr: 4.36e-05
2024-05-06 06:51:20 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.773, Acc: 0.003, Base Lr: 4.36e-05
2024-05-06 06:51:22 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.574, Acc: 0.003, Base Lr: 4.36e-05
2024-05-06 06:51:25 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.467, Acc: 0.004, Base Lr: 4.36e-05
2024-05-06 06:51:27 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.341, Acc: 0.004, Base Lr: 4.36e-05
2024-05-06 06:51:30 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.224, Acc: 0.005, Base Lr: 4.36e-05
2024-05-06 06:51:32 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.140, Acc: 0.006, Base Lr: 4.36e-05
2024-05-06 06:51:35 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.075, Acc: 0.009, Base Lr: 4.36e-05
2024-05-06 06:51:38 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.002, Acc: 0.017, Base Lr: 4.36e-05
2024-05-06 06:51:38 transreid.train INFO: Epoch 2 done. Time per epoch: 23.913[s] Speed: 489.8[samples/s]
2024-05-06 06:51:41 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.585, Acc: 0.031, Base Lr: 6.34e-05
2024-05-06 06:51:44 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.525, Acc: 0.053, Base Lr: 6.34e-05
2024-05-06 06:51:46 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.479, Acc: 0.062, Base Lr: 6.34e-05
2024-05-06 06:51:49 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.420, Acc: 0.065, Base Lr: 6.34e-05
2024-05-06 06:51:54 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.369, Acc: 0.086, Base Lr: 6.34e-05
2024-05-06 06:51:59 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.316, Acc: 0.102, Base Lr: 6.34e-05
2024-05-06 06:52:04 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.281, Acc: 0.125, Base Lr: 6.34e-05
2024-05-06 06:52:08 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.262, Acc: 0.153, Base Lr: 6.34e-05
2024-05-06 06:52:13 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.214, Acc: 0.192, Base Lr: 6.34e-05
2024-05-06 06:52:14 transreid.train INFO: Epoch 3 done. Time per epoch: 35.865[s] Speed: 326.6[samples/s]
2024-05-06 06:52:19 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.023, Acc: 0.165, Base Lr: 8.32e-05
2024-05-06 06:52:24 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.999, Acc: 0.196, Base Lr: 8.32e-05
2024-05-06 06:52:29 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.976, Acc: 0.205, Base Lr: 8.32e-05
2024-05-06 06:52:33 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.957, Acc: 0.219, Base Lr: 8.32e-05
2024-05-06 06:52:38 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.935, Acc: 0.243, Base Lr: 8.32e-05
2024-05-06 06:52:43 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.920, Acc: 0.264, Base Lr: 8.32e-05
2024-05-06 06:52:48 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.887, Acc: 0.288, Base Lr: 8.32e-05
2024-05-06 06:52:52 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.864, Acc: 0.321, Base Lr: 8.32e-05
2024-05-06 06:52:57 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.825, Acc: 0.363, Base Lr: 8.32e-05
2024-05-06 06:52:58 transreid.train INFO: Epoch 4 done. Time per epoch: 44.192[s] Speed: 265.0[samples/s]
2024-05-06 06:53:03 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.789, Acc: 0.223, Base Lr: 1.03e-04
2024-05-06 06:53:08 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.799, Acc: 0.245, Base Lr: 1.03e-04
2024-05-06 06:53:13 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.745, Acc: 0.265, Base Lr: 1.03e-04
2024-05-06 06:53:18 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.700, Acc: 0.297, Base Lr: 1.03e-04
2024-05-06 06:53:22 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.671, Acc: 0.319, Base Lr: 1.03e-04
2024-05-06 06:53:27 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.638, Acc: 0.333, Base Lr: 1.03e-04
2024-05-06 06:53:32 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.621, Acc: 0.352, Base Lr: 1.03e-04
2024-05-06 06:53:37 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.592, Acc: 0.378, Base Lr: 1.03e-04
2024-05-06 06:53:41 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.550, Acc: 0.412, Base Lr: 1.03e-04
2024-05-06 06:53:42 transreid.train INFO: Epoch 5 done. Time per epoch: 44.402[s] Speed: 265.2[samples/s]
2024-05-06 06:53:48 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.521, Acc: 0.234, Base Lr: 1.23e-04
2024-05-06 06:53:52 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.502, Acc: 0.246, Base Lr: 1.23e-04
2024-05-06 06:53:57 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.460, Acc: 0.267, Base Lr: 1.23e-04
2024-05-06 06:54:02 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.434, Acc: 0.287, Base Lr: 1.23e-04
2024-05-06 06:54:07 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.402, Acc: 0.306, Base Lr: 1.23e-04
2024-05-06 06:54:12 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.385, Acc: 0.329, Base Lr: 1.23e-04
2024-05-06 06:54:16 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.367, Acc: 0.352, Base Lr: 1.23e-04
2024-05-06 06:54:20 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.325, Acc: 0.380, Base Lr: 1.23e-04
2024-05-06 06:54:25 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.262, Acc: 0.421, Base Lr: 1.23e-04
2024-05-06 06:54:26 transreid.train INFO: Epoch 6 done. Time per epoch: 43.110[s] Speed: 271.7[samples/s]
2024-05-06 06:54:31 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.453, Acc: 0.243, Base Lr: 1.43e-04
2024-05-06 06:54:35 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.331, Acc: 0.257, Base Lr: 1.43e-04
2024-05-06 06:54:40 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.244, Acc: 0.272, Base Lr: 1.43e-04
2024-05-06 06:54:45 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.197, Acc: 0.302, Base Lr: 1.43e-04
2024-05-06 06:54:50 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.148, Acc: 0.319, Base Lr: 1.43e-04
2024-05-06 06:54:54 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.126, Acc: 0.334, Base Lr: 1.43e-04
2024-05-06 06:54:59 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 6.072, Acc: 0.355, Base Lr: 1.43e-04
2024-05-06 06:55:04 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 6.006, Acc: 0.383, Base Lr: 1.43e-04
2024-05-06 06:55:09 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 5.922, Acc: 0.425, Base Lr: 1.43e-04
2024-05-06 06:55:10 transreid.train INFO: Epoch 7 done. Time per epoch: 43.989[s] Speed: 266.2[samples/s]
2024-05-06 06:55:15 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 6.038, Acc: 0.248, Base Lr: 1.62e-04
2024-05-06 06:55:19 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 5.951, Acc: 0.265, Base Lr: 1.62e-04
2024-05-06 06:55:24 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 5.918, Acc: 0.272, Base Lr: 1.62e-04
2024-05-06 06:55:29 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 5.885, Acc: 0.286, Base Lr: 1.62e-04
2024-05-06 06:55:34 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 5.831, Acc: 0.308, Base Lr: 1.62e-04
2024-05-06 06:55:39 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 5.788, Acc: 0.332, Base Lr: 1.62e-04
2024-05-06 06:55:43 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 5.721, Acc: 0.358, Base Lr: 1.62e-04
2024-05-06 06:55:48 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 5.639, Acc: 0.389, Base Lr: 1.62e-04
2024-05-06 06:55:53 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 5.540, Acc: 0.420, Base Lr: 1.62e-04
2024-05-06 06:55:54 transreid.train INFO: Epoch 8 done. Time per epoch: 44.118[s] Speed: 265.5[samples/s]
2024-05-06 06:55:59 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 5.691, Acc: 0.256, Base Lr: 1.82e-04
2024-05-06 06:56:04 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 5.549, Acc: 0.282, Base Lr: 1.82e-04
2024-05-06 06:56:08 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 5.511, Acc: 0.292, Base Lr: 1.82e-04
2024-05-06 06:56:13 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 5.471, Acc: 0.298, Base Lr: 1.82e-04
2024-05-06 06:56:18 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 5.440, Acc: 0.311, Base Lr: 1.82e-04
2024-05-06 06:56:23 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 5.351, Acc: 0.342, Base Lr: 1.82e-04
2024-05-06 06:56:28 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 5.277, Acc: 0.364, Base Lr: 1.82e-04
2024-05-06 06:56:32 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 5.185, Acc: 0.394, Base Lr: 1.82e-04
2024-05-06 06:56:37 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 5.054, Acc: 0.429, Base Lr: 1.82e-04
2024-05-06 06:56:38 transreid.train INFO: Epoch 9 done. Time per epoch: 44.409[s] Speed: 265.2[samples/s]
2024-05-06 06:56:43 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 5.363, Acc: 0.259, Base Lr: 2.02e-04
2024-05-06 06:56:47 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 5.410, Acc: 0.237, Base Lr: 2.02e-04
2024-05-06 06:56:52 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 5.312, Acc: 0.262, Base Lr: 2.02e-04
2024-05-06 06:56:57 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 5.207, Acc: 0.283, Base Lr: 2.02e-04
2024-05-06 06:57:01 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 5.099, Acc: 0.306, Base Lr: 2.02e-04
2024-05-06 06:57:06 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 5.020, Acc: 0.332, Base Lr: 2.02e-04
2024-05-06 06:57:11 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 4.917, Acc: 0.364, Base Lr: 2.02e-04
2024-05-06 06:57:16 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 4.796, Acc: 0.400, Base Lr: 2.02e-04
2024-05-06 06:57:20 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 4.632, Acc: 0.438, Base Lr: 2.02e-04
2024-05-06 06:57:21 transreid.train INFO: Epoch 10 done. Time per epoch: 43.163[s] Speed: 271.3[samples/s]
2024-05-06 06:57:26 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 4.916, Acc: 0.295, Base Lr: 2.22e-04
2024-05-06 06:57:31 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 4.840, Acc: 0.299, Base Lr: 2.22e-04
2024-05-06 06:57:36 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 4.789, Acc: 0.308, Base Lr: 2.22e-04
2024-05-06 06:57:41 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 4.702, Acc: 0.324, Base Lr: 2.22e-04
2024-05-06 06:57:45 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 4.632, Acc: 0.342, Base Lr: 2.22e-04
2024-05-06 06:57:50 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 4.536, Acc: 0.367, Base Lr: 2.22e-04
2024-05-06 06:57:55 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 4.413, Acc: 0.398, Base Lr: 2.22e-04
2024-05-06 06:58:00 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 4.289, Acc: 0.428, Base Lr: 2.22e-04
2024-05-06 06:58:05 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 4.113, Acc: 0.472, Base Lr: 2.22e-04
2024-05-06 06:58:05 transreid.train INFO: Epoch 11 done. Time per epoch: 44.025[s] Speed: 266.0[samples/s]
2024-05-06 06:58:10 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 4.460, Acc: 0.321, Base Lr: 2.42e-04
2024-05-06 06:58:15 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 4.532, Acc: 0.323, Base Lr: 2.42e-04
2024-05-06 06:58:20 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 4.423, Acc: 0.333, Base Lr: 2.42e-04
2024-05-06 06:58:25 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 4.317, Acc: 0.352, Base Lr: 2.42e-04
2024-05-06 06:58:30 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 4.196, Acc: 0.387, Base Lr: 2.42e-04
2024-05-06 06:58:34 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 4.080, Acc: 0.417, Base Lr: 2.42e-04
2024-05-06 06:58:39 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 3.960, Acc: 0.446, Base Lr: 2.42e-04
2024-05-06 06:58:44 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 3.817, Acc: 0.482, Base Lr: 2.42e-04
2024-05-06 06:58:49 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 3.627, Acc: 0.526, Base Lr: 2.42e-04
2024-05-06 06:58:49 transreid.train INFO: Epoch 12 done. Time per epoch: 44.103[s] Speed: 265.6[samples/s]
2024-05-06 06:58:55 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 4.391, Acc: 0.319, Base Lr: 2.61e-04
2024-05-06 06:58:59 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 4.161, Acc: 0.358, Base Lr: 2.61e-04
2024-05-06 06:59:04 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 4.064, Acc: 0.397, Base Lr: 2.61e-04
2024-05-06 06:59:09 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 3.943, Acc: 0.417, Base Lr: 2.61e-04
2024-05-06 06:59:14 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 3.837, Acc: 0.444, Base Lr: 2.61e-04
2024-05-06 06:59:17 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 3.698, Acc: 0.473, Base Lr: 2.61e-04
2024-05-06 06:59:22 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 3.570, Acc: 0.501, Base Lr: 2.61e-04
2024-05-06 06:59:27 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 3.415, Acc: 0.536, Base Lr: 2.61e-04
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2024-05-06 06:59:33 transreid.train INFO: Epoch 13 done. Time per epoch: 43.122[s] Speed: 271.6[samples/s]
2024-05-06 06:59:38 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 3.769, Acc: 0.421, Base Lr: 2.81e-04
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2024-05-06 07:00:17 transreid.train INFO: Epoch 14 done. Time per epoch: 44.410[s] Speed: 265.2[samples/s]
2024-05-06 07:00:22 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 3.414, Acc: 0.450, Base Lr: 3.01e-04
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2024-05-06 07:01:01 transreid.train INFO: Epoch 15 done. Time per epoch: 44.331[s] Speed: 264.2[samples/s]
2024-05-06 07:01:06 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 3.080, Acc: 0.519, Base Lr: 3.21e-04
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2024-05-06 07:01:45 transreid.train INFO: Epoch 16 done. Time per epoch: 43.697[s] Speed: 268.0[samples/s]
2024-05-06 07:01:50 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 2.696, Acc: 0.604, Base Lr: 3.41e-04
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2024-05-06 07:02:29 transreid.train INFO: Epoch 17 done. Time per epoch: 43.837[s] Speed: 267.2[samples/s]
2024-05-06 07:02:34 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 2.714, Acc: 0.548, Base Lr: 3.60e-04
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2024-05-06 07:03:13 transreid.train INFO: Epoch 18 done. Time per epoch: 44.147[s] Speed: 265.3[samples/s]
2024-05-06 07:03:18 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 2.378, Acc: 0.612, Base Lr: 3.80e-04
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2024-05-06 07:03:57 transreid.train INFO: Epoch 19 done. Time per epoch: 44.374[s] Speed: 265.4[samples/s]
2024-05-06 07:04:02 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 1.977, Acc: 0.690, Base Lr: 3.73e-04
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2024-05-06 07:04:41 transreid.train INFO: Epoch 20 done. Time per epoch: 43.211[s] Speed: 271.0[samples/s]
2024-05-06 07:04:46 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 1.855, Acc: 0.704, Base Lr: 3.71e-04
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2024-05-06 07:05:25 transreid.train INFO: Epoch 21 done. Time per epoch: 44.382[s] Speed: 265.3[samples/s]
2024-05-06 07:05:30 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 1.860, Acc: 0.688, Base Lr: 3.68e-04
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2024-05-06 07:06:09 transreid.train INFO: Epoch 22 done. Time per epoch: 44.241[s] Speed: 264.7[samples/s]
2024-05-06 07:06:14 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 1.640, Acc: 0.754, Base Lr: 3.65e-04
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2024-05-06 07:06:52 transreid.train INFO: Epoch 23 done. Time per epoch: 43.312[s] Speed: 270.4[samples/s]
2024-05-06 07:06:58 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 1.493, Acc: 0.789, Base Lr: 3.62e-04
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2024-05-06 07:07:37 transreid.train INFO: Epoch 24 done. Time per epoch: 44.328[s] Speed: 265.7[samples/s]
2024-05-06 07:07:42 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 1.231, Acc: 0.822, Base Lr: 3.59e-04
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2024-05-06 07:08:21 transreid.train INFO: Epoch 25 done. Time per epoch: 44.108[s] Speed: 265.5[samples/s]
2024-05-06 07:08:26 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 1.250, Acc: 0.803, Base Lr: 3.56e-04
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2024-05-06 07:09:05 transreid.train INFO: Epoch 26 done. Time per epoch: 44.396[s] Speed: 263.8[samples/s]
2024-05-06 07:09:10 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 1.128, Acc: 0.828, Base Lr: 3.52e-04
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2024-05-06 07:09:49 transreid.train INFO: Epoch 27 done. Time per epoch: 43.224[s] Speed: 271.0[samples/s]
2024-05-06 07:09:54 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.939, Acc: 0.864, Base Lr: 3.49e-04
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2024-05-06 07:10:33 transreid.train INFO: Epoch 28 done. Time per epoch: 44.317[s] Speed: 264.3[samples/s]
2024-05-06 07:10:38 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 1.050, Acc: 0.827, Base Lr: 3.45e-04
2024-05-06 07:10:43 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.943, Acc: 0.863, Base Lr: 3.45e-04
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2024-05-06 07:11:17 transreid.train INFO: Epoch 29 done. Time per epoch: 43.892[s] Speed: 266.8[samples/s]
2024-05-06 07:11:22 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.785, Acc: 0.884, Base Lr: 3.42e-04
2024-05-06 07:11:27 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.753, Acc: 0.891, Base Lr: 3.42e-04
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2024-05-06 07:12:00 transreid.train INFO: Epoch 30 done. Time per epoch: 43.370[s] Speed: 271.5[samples/s]
2024-05-06 07:12:05 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.818, Acc: 0.872, Base Lr: 3.38e-04
2024-05-06 07:12:10 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.758, Acc: 0.887, Base Lr: 3.38e-04
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2024-05-06 07:12:44 transreid.train INFO: Epoch 31 done. Time per epoch: 43.742[s] Speed: 266.3[samples/s]
2024-05-06 07:12:49 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 0.810, Acc: 0.880, Base Lr: 3.34e-04
2024-05-06 07:12:54 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 0.734, Acc: 0.886, Base Lr: 3.34e-04
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2024-05-06 07:13:03 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 0.625, Acc: 0.915, Base Lr: 3.34e-04
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2024-05-06 07:13:13 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 0.537, Acc: 0.933, Base Lr: 3.34e-04
2024-05-06 07:13:18 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 0.502, Acc: 0.940, Base Lr: 3.34e-04
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2024-05-06 07:13:27 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 0.440, Acc: 0.950, Base Lr: 3.34e-04
2024-05-06 07:13:28 transreid.train INFO: Epoch 32 done. Time per epoch: 44.214[s] Speed: 264.9[samples/s]
2024-05-06 07:13:33 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.712, Acc: 0.887, Base Lr: 3.30e-04
2024-05-06 07:13:38 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 0.667, Acc: 0.909, Base Lr: 3.30e-04
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2024-05-06 07:13:52 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 0.535, Acc: 0.936, Base Lr: 3.30e-04
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2024-05-06 07:14:02 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 0.472, Acc: 0.947, Base Lr: 3.30e-04
2024-05-06 07:14:07 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.445, Acc: 0.952, Base Lr: 3.30e-04
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2024-05-06 07:14:11 transreid.train INFO: Epoch 33 done. Time per epoch: 43.334[s] Speed: 271.7[samples/s]
2024-05-06 07:14:16 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.707, Acc: 0.895, Base Lr: 3.26e-04
2024-05-06 07:14:21 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 0.611, Acc: 0.919, Base Lr: 3.26e-04
2024-05-06 07:14:26 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.572, Acc: 0.925, Base Lr: 3.26e-04
2024-05-06 07:14:31 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.531, Acc: 0.934, Base Lr: 3.26e-04
2024-05-06 07:14:36 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.496, Acc: 0.940, Base Lr: 3.26e-04
2024-05-06 07:14:40 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.470, Acc: 0.946, Base Lr: 3.26e-04
2024-05-06 07:14:45 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.440, Acc: 0.952, Base Lr: 3.26e-04
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2024-05-06 07:14:56 transreid.train INFO: Epoch 34 done. Time per epoch: 44.306[s] Speed: 265.8[samples/s]
2024-05-06 07:15:01 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.690, Acc: 0.907, Base Lr: 3.22e-04
2024-05-06 07:15:06 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.602, Acc: 0.923, Base Lr: 3.22e-04
2024-05-06 07:15:10 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.554, Acc: 0.934, Base Lr: 3.22e-04
2024-05-06 07:15:15 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.520, Acc: 0.941, Base Lr: 3.22e-04
2024-05-06 07:15:20 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.499, Acc: 0.945, Base Lr: 3.22e-04
2024-05-06 07:15:25 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.461, Acc: 0.952, Base Lr: 3.22e-04
2024-05-06 07:15:29 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.433, Acc: 0.957, Base Lr: 3.22e-04
2024-05-06 07:15:34 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.404, Acc: 0.960, Base Lr: 3.22e-04
2024-05-06 07:15:39 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.380, Acc: 0.963, Base Lr: 3.22e-04
2024-05-06 07:15:40 transreid.train INFO: Epoch 35 done. Time per epoch: 44.289[s] Speed: 265.9[samples/s]
2024-05-06 07:15:45 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.602, Acc: 0.922, Base Lr: 3.18e-04
2024-05-06 07:15:50 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.577, Acc: 0.929, Base Lr: 3.18e-04
2024-05-06 07:15:55 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.510, Acc: 0.943, Base Lr: 3.18e-04
2024-05-06 07:15:59 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.487, Acc: 0.946, Base Lr: 3.18e-04
2024-05-06 07:16:04 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.461, Acc: 0.949, Base Lr: 3.18e-04
2024-05-06 07:16:09 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.436, Acc: 0.953, Base Lr: 3.18e-04
2024-05-06 07:16:14 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.409, Acc: 0.957, Base Lr: 3.18e-04
2024-05-06 07:16:19 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.385, Acc: 0.961, Base Lr: 3.18e-04
2024-05-06 07:16:23 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.362, Acc: 0.964, Base Lr: 3.18e-04
2024-05-06 07:16:24 transreid.train INFO: Epoch 36 done. Time per epoch: 44.454[s] Speed: 264.9[samples/s]
2024-05-06 07:16:30 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.591, Acc: 0.913, Base Lr: 3.13e-04
2024-05-06 07:16:34 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.518, Acc: 0.934, Base Lr: 3.13e-04
2024-05-06 07:16:38 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.478, Acc: 0.941, Base Lr: 3.13e-04
2024-05-06 07:16:43 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.455, Acc: 0.946, Base Lr: 3.13e-04
2024-05-06 07:16:48 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.426, Acc: 0.954, Base Lr: 3.13e-04
2024-05-06 07:16:52 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.394, Acc: 0.959, Base Lr: 3.13e-04
2024-05-06 07:16:57 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.372, Acc: 0.963, Base Lr: 3.13e-04
2024-05-06 07:17:02 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.351, Acc: 0.965, Base Lr: 3.13e-04
2024-05-06 07:17:07 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.328, Acc: 0.968, Base Lr: 3.13e-04
2024-05-06 07:17:08 transreid.train INFO: Epoch 37 done. Time per epoch: 43.259[s] Speed: 272.2[samples/s]
2024-05-06 07:17:13 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.552, Acc: 0.933, Base Lr: 3.09e-04
2024-05-06 07:17:18 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 0.506, Acc: 0.939, Base Lr: 3.09e-04
2024-05-06 07:17:22 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.466, Acc: 0.948, Base Lr: 3.09e-04
2024-05-06 07:17:27 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.438, Acc: 0.955, Base Lr: 3.09e-04
2024-05-06 07:17:32 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.414, Acc: 0.959, Base Lr: 3.09e-04
2024-05-06 07:17:37 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.391, Acc: 0.961, Base Lr: 3.09e-04
2024-05-06 07:17:42 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.367, Acc: 0.965, Base Lr: 3.09e-04
2024-05-06 07:17:46 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.342, Acc: 0.968, Base Lr: 3.09e-04
2024-05-06 07:17:51 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.326, Acc: 0.971, Base Lr: 3.09e-04
2024-05-06 07:17:52 transreid.train INFO: Epoch 38 done. Time per epoch: 44.132[s] Speed: 265.4[samples/s]
2024-05-06 07:17:57 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.491, Acc: 0.940, Base Lr: 3.05e-04
2024-05-06 07:18:02 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.449, Acc: 0.952, Base Lr: 3.05e-04
2024-05-06 07:18:07 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.435, Acc: 0.955, Base Lr: 3.05e-04
2024-05-06 07:18:11 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.405, Acc: 0.960, Base Lr: 3.05e-04
2024-05-06 07:18:16 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.380, Acc: 0.964, Base Lr: 3.05e-04
2024-05-06 07:18:21 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.359, Acc: 0.967, Base Lr: 3.05e-04
2024-05-06 07:18:26 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.339, Acc: 0.969, Base Lr: 3.05e-04
2024-05-06 07:18:31 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.322, Acc: 0.971, Base Lr: 3.05e-04
2024-05-06 07:18:35 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.302, Acc: 0.974, Base Lr: 3.05e-04
2024-05-06 07:18:36 transreid.train INFO: Epoch 39 done. Time per epoch: 44.355[s] Speed: 264.1[samples/s]
2024-05-06 07:18:41 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.472, Acc: 0.950, Base Lr: 3.00e-04
2024-05-06 07:18:46 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.465, Acc: 0.954, Base Lr: 3.00e-04
2024-05-06 07:18:51 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.423, Acc: 0.963, Base Lr: 3.00e-04
2024-05-06 07:18:56 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.396, Acc: 0.964, Base Lr: 3.00e-04
2024-05-06 07:19:01 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.373, Acc: 0.967, Base Lr: 3.00e-04
2024-05-06 07:19:05 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.350, Acc: 0.970, Base Lr: 3.00e-04
2024-05-06 07:19:09 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.326, Acc: 0.973, Base Lr: 3.00e-04
2024-05-06 07:19:14 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.313, Acc: 0.975, Base Lr: 3.00e-04
2024-05-06 07:19:19 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.292, Acc: 0.977, Base Lr: 3.00e-04
2024-05-06 07:19:19 transreid.train INFO: Epoch 40 done. Time per epoch: 43.284[s] Speed: 270.6[samples/s]
2024-05-06 07:20:13 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 07:20:13 transreid.train INFO: mAP: 93.5%
2024-05-06 07:20:13 transreid.train INFO: CMC curve, Rank-1  :97.0%
2024-05-06 07:20:13 transreid.train INFO: CMC curve, Rank-5  :99.0%
2024-05-06 07:20:13 transreid.train INFO: CMC curve, Rank-10 :99.5%
2024-05-06 07:20:18 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.474, Acc: 0.955, Base Lr: 2.96e-04
2024-05-06 07:20:23 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.481, Acc: 0.956, Base Lr: 2.96e-04
2024-05-06 07:20:28 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.423, Acc: 0.963, Base Lr: 2.96e-04
2024-05-06 07:20:32 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.386, Acc: 0.968, Base Lr: 2.96e-04
2024-05-06 07:20:37 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.356, Acc: 0.971, Base Lr: 2.96e-04
2024-05-06 07:20:42 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.334, Acc: 0.973, Base Lr: 2.96e-04
2024-05-06 07:20:47 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.315, Acc: 0.976, Base Lr: 2.96e-04
2024-05-06 07:20:52 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.299, Acc: 0.977, Base Lr: 2.96e-04
2024-05-06 07:20:56 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.285, Acc: 0.978, Base Lr: 2.96e-04
2024-05-06 07:20:57 transreid.train INFO: Epoch 41 done. Time per epoch: 44.360[s] Speed: 265.5[samples/s]
2024-05-06 07:21:02 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.419, Acc: 0.966, Base Lr: 2.91e-04
2024-05-06 07:21:07 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.387, Acc: 0.973, Base Lr: 2.91e-04
2024-05-06 07:21:12 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.365, Acc: 0.975, Base Lr: 2.91e-04
2024-05-06 07:21:17 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.358, Acc: 0.974, Base Lr: 2.91e-04
2024-05-06 07:21:22 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.336, Acc: 0.976, Base Lr: 2.91e-04
2024-05-06 07:21:26 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.322, Acc: 0.978, Base Lr: 2.91e-04
2024-05-06 07:21:31 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.310, Acc: 0.978, Base Lr: 2.91e-04
2024-05-06 07:21:36 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.293, Acc: 0.979, Base Lr: 2.91e-04
2024-05-06 07:21:40 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.272, Acc: 0.981, Base Lr: 2.91e-04
2024-05-06 07:21:41 transreid.train INFO: Epoch 42 done. Time per epoch: 43.455[s] Speed: 271.0[samples/s]
2024-05-06 07:21:46 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.443, Acc: 0.963, Base Lr: 2.86e-04
2024-05-06 07:21:51 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.391, Acc: 0.966, Base Lr: 2.86e-04
2024-05-06 07:21:56 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.355, Acc: 0.969, Base Lr: 2.86e-04
2024-05-06 07:22:00 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.340, Acc: 0.971, Base Lr: 2.86e-04
2024-05-06 07:22:05 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.322, Acc: 0.975, Base Lr: 2.86e-04
2024-05-06 07:22:10 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.304, Acc: 0.976, Base Lr: 2.86e-04
2024-05-06 07:22:15 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.287, Acc: 0.978, Base Lr: 2.86e-04
2024-05-06 07:22:20 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.270, Acc: 0.980, Base Lr: 2.86e-04
2024-05-06 07:22:24 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.259, Acc: 0.981, Base Lr: 2.86e-04
2024-05-06 07:22:25 transreid.train INFO: Epoch 43 done. Time per epoch: 44.680[s] Speed: 263.6[samples/s]
2024-05-06 07:22:31 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.404, Acc: 0.959, Base Lr: 2.82e-04
2024-05-06 07:22:35 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.377, Acc: 0.966, Base Lr: 2.82e-04
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2024-05-06 07:23:10 transreid.train INFO: Epoch 44 done. Time per epoch: 44.682[s] Speed: 263.6[samples/s]
2024-05-06 07:23:15 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.321, Acc: 0.979, Base Lr: 2.77e-04
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2024-05-06 07:23:55 transreid.train INFO: Epoch 45 done. Time per epoch: 44.725[s] Speed: 261.9[samples/s]
2024-05-06 07:24:00 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.279, Acc: 0.984, Base Lr: 2.72e-04
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2024-05-06 07:24:38 transreid.train INFO: Epoch 46 done. Time per epoch: 43.388[s] Speed: 269.9[samples/s]
2024-05-06 07:24:43 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.376, Acc: 0.970, Base Lr: 2.67e-04
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2024-05-06 07:25:23 transreid.train INFO: Epoch 47 done. Time per epoch: 44.478[s] Speed: 264.8[samples/s]
2024-05-06 07:25:28 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.367, Acc: 0.966, Base Lr: 2.62e-04
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2024-05-06 07:26:07 transreid.train INFO: Epoch 48 done. Time per epoch: 44.500[s] Speed: 264.6[samples/s]
2024-05-06 07:26:12 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.279, Acc: 0.977, Base Lr: 2.57e-04
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2024-05-06 07:26:51 transreid.train INFO: Epoch 49 done. Time per epoch: 43.342[s] Speed: 270.2[samples/s]
2024-05-06 07:26:56 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.295, Acc: 0.972, Base Lr: 2.52e-04
2024-05-06 07:27:00 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.277, Acc: 0.976, Base Lr: 2.52e-04
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2024-05-06 07:27:35 transreid.train INFO: Epoch 50 done. Time per epoch: 44.444[s] Speed: 265.0[samples/s]
2024-05-06 07:27:40 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.296, Acc: 0.983, Base Lr: 2.47e-04
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2024-05-06 07:28:20 transreid.train INFO: Epoch 51 done. Time per epoch: 44.507[s] Speed: 264.6[samples/s]
2024-05-06 07:28:25 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.302, Acc: 0.971, Base Lr: 2.42e-04
2024-05-06 07:28:29 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.287, Acc: 0.977, Base Lr: 2.42e-04
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2024-05-06 07:29:03 transreid.train INFO: Epoch 52 done. Time per epoch: 43.793[s] Speed: 268.9[samples/s]
2024-05-06 07:29:08 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.311, Acc: 0.975, Base Lr: 2.37e-04
2024-05-06 07:29:13 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.291, Acc: 0.979, Base Lr: 2.37e-04
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2024-05-06 07:29:48 transreid.train INFO: Epoch 53 done. Time per epoch: 44.286[s] Speed: 265.9[samples/s]
2024-05-06 07:29:53 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.303, Acc: 0.978, Base Lr: 2.32e-04
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2024-05-06 07:30:32 transreid.train INFO: Epoch 54 done. Time per epoch: 44.477[s] Speed: 264.8[samples/s]
2024-05-06 07:30:37 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.270, Acc: 0.980, Base Lr: 2.26e-04
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2024-05-06 07:31:01 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.206, Acc: 0.986, Base Lr: 2.26e-04
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2024-05-06 07:31:16 transreid.train INFO: Epoch 55 done. Time per epoch: 44.108[s] Speed: 265.5[samples/s]
2024-05-06 07:31:21 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.255, Acc: 0.986, Base Lr: 2.21e-04
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2024-05-06 07:31:59 transreid.train INFO: Epoch 56 done. Time per epoch: 43.060[s] Speed: 272.0[samples/s]
2024-05-06 07:32:04 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.233, Acc: 0.986, Base Lr: 2.16e-04
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2024-05-06 07:32:44 transreid.train INFO: Epoch 57 done. Time per epoch: 44.353[s] Speed: 265.5[samples/s]
2024-05-06 07:32:49 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.219, Acc: 0.987, Base Lr: 2.11e-04
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2024-05-06 07:33:28 transreid.train INFO: Epoch 58 done. Time per epoch: 44.292[s] Speed: 264.4[samples/s]
2024-05-06 07:33:33 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.235, Acc: 0.992, Base Lr: 2.06e-04
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2024-05-06 07:34:11 transreid.train INFO: Epoch 59 done. Time per epoch: 43.381[s] Speed: 271.5[samples/s]
2024-05-06 07:34:16 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.254, Acc: 0.981, Base Lr: 2.00e-04
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2024-05-06 07:34:55 transreid.train INFO: Epoch 60 done. Time per epoch: 44.066[s] Speed: 265.8[samples/s]
2024-05-06 07:35:00 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.213, Acc: 0.989, Base Lr: 1.95e-04
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2024-05-06 07:35:40 transreid.train INFO: Epoch 61 done. Time per epoch: 44.471[s] Speed: 264.8[samples/s]
2024-05-06 07:35:45 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.207, Acc: 0.989, Base Lr: 1.90e-04
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2024-05-06 07:36:24 transreid.train INFO: Epoch 62 done. Time per epoch: 44.253[s] Speed: 264.7[samples/s]
2024-05-06 07:36:29 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.219, Acc: 0.991, Base Lr: 1.85e-04
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2024-05-06 07:37:07 transreid.train INFO: Epoch 63 done. Time per epoch: 43.357[s] Speed: 270.1[samples/s]
2024-05-06 07:37:13 transreid.train INFO: Epoch[64] Iter[20/186] Loss: 0.211, Acc: 0.980, Base Lr: 1.80e-04
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2024-05-06 07:37:52 transreid.train INFO: Epoch 64 done. Time per epoch: 44.180[s] Speed: 265.1[samples/s]
2024-05-06 07:37:57 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 0.205, Acc: 0.986, Base Lr: 1.74e-04
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2024-05-06 07:38:36 transreid.train INFO: Epoch 65 done. Time per epoch: 44.560[s] Speed: 264.3[samples/s]
2024-05-06 07:38:41 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.194, Acc: 0.991, Base Lr: 1.69e-04
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2024-05-06 07:39:00 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.163, Acc: 0.990, Base Lr: 1.69e-04
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2024-05-06 07:39:19 transreid.train INFO: Epoch 66 done. Time per epoch: 43.223[s] Speed: 271.0[samples/s]
2024-05-06 07:39:24 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.182, Acc: 0.987, Base Lr: 1.64e-04
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2024-05-06 07:40:04 transreid.train INFO: Epoch 67 done. Time per epoch: 44.266[s] Speed: 266.0[samples/s]
2024-05-06 07:40:09 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.182, Acc: 0.987, Base Lr: 1.59e-04
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2024-05-06 07:40:48 transreid.train INFO: Epoch 68 done. Time per epoch: 44.191[s] Speed: 265.0[samples/s]
2024-05-06 07:40:53 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.162, Acc: 0.988, Base Lr: 1.54e-04
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2024-05-06 07:41:31 transreid.train INFO: Epoch 69 done. Time per epoch: 43.345[s] Speed: 271.7[samples/s]
2024-05-06 07:41:36 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.180, Acc: 0.987, Base Lr: 1.49e-04
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2024-05-06 07:42:15 transreid.train INFO: Epoch 70 done. Time per epoch: 44.043[s] Speed: 265.9[samples/s]
2024-05-06 07:42:20 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.197, Acc: 0.981, Base Lr: 1.44e-04
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2024-05-06 07:43:00 transreid.train INFO: Epoch 71 done. Time per epoch: 44.373[s] Speed: 265.4[samples/s]
2024-05-06 07:43:05 transreid.train INFO: Epoch[72] Iter[20/186] Loss: 0.196, Acc: 0.993, Base Lr: 1.39e-04
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2024-05-06 07:43:44 transreid.train INFO: Epoch 72 done. Time per epoch: 44.295[s] Speed: 264.4[samples/s]
2024-05-06 07:43:49 transreid.train INFO: Epoch[73] Iter[20/186] Loss: 0.186, Acc: 0.986, Base Lr: 1.34e-04
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2024-05-06 07:44:27 transreid.train INFO: Epoch 73 done. Time per epoch: 43.069[s] Speed: 271.9[samples/s]
2024-05-06 07:44:32 transreid.train INFO: Epoch[74] Iter[20/186] Loss: 0.191, Acc: 0.985, Base Lr: 1.29e-04
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2024-05-06 07:45:10 transreid.train INFO: Epoch[74] Iter[180/186] Loss: 0.123, Acc: 0.992, Base Lr: 1.29e-04
2024-05-06 07:45:11 transreid.train INFO: Epoch 74 done. Time per epoch: 44.162[s] Speed: 265.2[samples/s]
2024-05-06 07:45:16 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.186, Acc: 0.991, Base Lr: 1.24e-04
2024-05-06 07:45:21 transreid.train INFO: Epoch[75] Iter[40/186] Loss: 0.163, Acc: 0.994, Base Lr: 1.24e-04
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2024-05-06 07:45:55 transreid.train INFO: Epoch 75 done. Time per epoch: 44.213[s] Speed: 264.9[samples/s]
2024-05-06 07:46:00 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.174, Acc: 0.991, Base Lr: 1.19e-04
2024-05-06 07:46:05 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 0.159, Acc: 0.993, Base Lr: 1.19e-04
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2024-05-06 07:46:15 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.145, Acc: 0.993, Base Lr: 1.19e-04
2024-05-06 07:46:20 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 0.142, Acc: 0.992, Base Lr: 1.19e-04
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2024-05-06 07:46:28 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.129, Acc: 0.993, Base Lr: 1.19e-04
2024-05-06 07:46:33 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.122, Acc: 0.993, Base Lr: 1.19e-04
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2024-05-06 07:46:39 transreid.train INFO: Epoch 76 done. Time per epoch: 43.256[s] Speed: 270.8[samples/s]
2024-05-06 07:46:44 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.159, Acc: 0.986, Base Lr: 1.14e-04
2024-05-06 07:46:48 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 0.157, Acc: 0.988, Base Lr: 1.14e-04
2024-05-06 07:46:53 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 0.151, Acc: 0.988, Base Lr: 1.14e-04
2024-05-06 07:46:58 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.146, Acc: 0.989, Base Lr: 1.14e-04
2024-05-06 07:47:03 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 0.136, Acc: 0.990, Base Lr: 1.14e-04
2024-05-06 07:47:08 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.129, Acc: 0.991, Base Lr: 1.14e-04
2024-05-06 07:47:12 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.122, Acc: 0.992, Base Lr: 1.14e-04
2024-05-06 07:47:17 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.116, Acc: 0.992, Base Lr: 1.14e-04
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2024-05-06 07:47:23 transreid.train INFO: Epoch 77 done. Time per epoch: 44.114[s] Speed: 265.5[samples/s]
2024-05-06 07:47:28 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 0.167, Acc: 0.988, Base Lr: 1.10e-04
2024-05-06 07:47:33 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 0.164, Acc: 0.989, Base Lr: 1.10e-04
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2024-05-06 07:47:42 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.155, Acc: 0.990, Base Lr: 1.10e-04
2024-05-06 07:47:47 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.146, Acc: 0.990, Base Lr: 1.10e-04
2024-05-06 07:47:52 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.138, Acc: 0.991, Base Lr: 1.10e-04
2024-05-06 07:47:57 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.134, Acc: 0.991, Base Lr: 1.10e-04
2024-05-06 07:48:01 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.127, Acc: 0.992, Base Lr: 1.10e-04
2024-05-06 07:48:06 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.121, Acc: 0.992, Base Lr: 1.10e-04
2024-05-06 07:48:07 transreid.train INFO: Epoch 78 done. Time per epoch: 44.184[s] Speed: 265.1[samples/s]
2024-05-06 07:48:12 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.143, Acc: 0.991, Base Lr: 1.05e-04
2024-05-06 07:48:17 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.152, Acc: 0.991, Base Lr: 1.05e-04
2024-05-06 07:48:22 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.142, Acc: 0.993, Base Lr: 1.05e-04
2024-05-06 07:48:26 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.140, Acc: 0.992, Base Lr: 1.05e-04
2024-05-06 07:48:31 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.05e-04
2024-05-06 07:48:36 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.128, Acc: 0.993, Base Lr: 1.05e-04
2024-05-06 07:48:41 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.124, Acc: 0.993, Base Lr: 1.05e-04
2024-05-06 07:48:45 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.120, Acc: 0.993, Base Lr: 1.05e-04
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2024-05-06 07:48:51 transreid.train INFO: Epoch 79 done. Time per epoch: 44.301[s] Speed: 265.8[samples/s]
2024-05-06 07:48:55 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.176, Acc: 0.987, Base Lr: 1.01e-04
2024-05-06 07:49:00 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.174, Acc: 0.988, Base Lr: 1.01e-04
2024-05-06 07:49:05 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.166, Acc: 0.989, Base Lr: 1.01e-04
2024-05-06 07:49:10 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.150, Acc: 0.991, Base Lr: 1.01e-04
2024-05-06 07:49:14 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.144, Acc: 0.992, Base Lr: 1.01e-04
2024-05-06 07:49:19 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.139, Acc: 0.992, Base Lr: 1.01e-04
2024-05-06 07:49:24 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.132, Acc: 0.992, Base Lr: 1.01e-04
2024-05-06 07:49:29 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.01e-04
2024-05-06 07:49:33 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.117, Acc: 0.993, Base Lr: 1.01e-04
2024-05-06 07:49:34 transreid.train INFO: Epoch 80 done. Time per epoch: 42.993[s] Speed: 272.4[samples/s]
2024-05-06 07:50:24 transreid.train INFO: Validation Results - Epoch: 80
2024-05-06 07:50:24 transreid.train INFO: mAP: 94.2%
2024-05-06 07:50:24 transreid.train INFO: CMC curve, Rank-1  :97.4%
2024-05-06 07:50:24 transreid.train INFO: CMC curve, Rank-5  :99.2%
2024-05-06 07:50:24 transreid.train INFO: CMC curve, Rank-10 :99.5%
2024-05-06 07:50:29 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.171, Acc: 0.989, Base Lr: 9.61e-05
2024-05-06 07:50:34 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.185, Acc: 0.989, Base Lr: 9.61e-05
2024-05-06 07:50:39 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.176, Acc: 0.989, Base Lr: 9.61e-05
2024-05-06 07:50:43 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.168, Acc: 0.988, Base Lr: 9.61e-05
2024-05-06 07:50:48 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.156, Acc: 0.989, Base Lr: 9.61e-05
2024-05-06 07:50:53 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.151, Acc: 0.989, Base Lr: 9.61e-05
2024-05-06 07:50:58 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.140, Acc: 0.990, Base Lr: 9.61e-05
2024-05-06 07:51:02 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.131, Acc: 0.991, Base Lr: 9.61e-05
2024-05-06 07:51:07 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.124, Acc: 0.992, Base Lr: 9.61e-05
2024-05-06 07:51:08 transreid.train INFO: Epoch 81 done. Time per epoch: 44.590[s] Speed: 265.5[samples/s]
2024-05-06 07:51:14 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.150, Acc: 0.994, Base Lr: 9.17e-05
2024-05-06 07:51:18 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.165, Acc: 0.991, Base Lr: 9.17e-05
2024-05-06 07:51:23 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.159, Acc: 0.990, Base Lr: 9.17e-05
2024-05-06 07:51:27 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.147, Acc: 0.991, Base Lr: 9.17e-05
2024-05-06 07:51:31 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.139, Acc: 0.992, Base Lr: 9.17e-05
2024-05-06 07:51:36 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.133, Acc: 0.992, Base Lr: 9.17e-05
2024-05-06 07:51:41 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.127, Acc: 0.993, Base Lr: 9.17e-05
2024-05-06 07:51:46 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.119, Acc: 0.993, Base Lr: 9.17e-05
2024-05-06 07:51:50 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.113, Acc: 0.994, Base Lr: 9.17e-05
2024-05-06 07:51:51 transreid.train INFO: Epoch 82 done. Time per epoch: 42.785[s] Speed: 273.7[samples/s]
2024-05-06 07:51:56 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.169, Acc: 0.982, Base Lr: 8.73e-05
2024-05-06 07:52:01 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.154, Acc: 0.986, Base Lr: 8.73e-05
2024-05-06 07:52:06 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.143, Acc: 0.988, Base Lr: 8.73e-05
2024-05-06 07:52:11 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.135, Acc: 0.989, Base Lr: 8.73e-05
2024-05-06 07:52:15 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.132, Acc: 0.990, Base Lr: 8.73e-05
2024-05-06 07:52:20 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.128, Acc: 0.991, Base Lr: 8.73e-05
2024-05-06 07:52:25 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.123, Acc: 0.991, Base Lr: 8.73e-05
2024-05-06 07:52:30 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.117, Acc: 0.992, Base Lr: 8.73e-05
2024-05-06 07:52:34 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.112, Acc: 0.992, Base Lr: 8.73e-05
2024-05-06 07:52:35 transreid.train INFO: Epoch 83 done. Time per epoch: 44.053[s] Speed: 267.3[samples/s]
2024-05-06 07:52:40 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.148, Acc: 0.991, Base Lr: 8.31e-05
2024-05-06 07:52:45 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.139, Acc: 0.993, Base Lr: 8.31e-05
2024-05-06 07:52:50 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.137, Acc: 0.993, Base Lr: 8.31e-05
2024-05-06 07:52:55 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.133, Acc: 0.992, Base Lr: 8.31e-05
2024-05-06 07:52:59 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.126, Acc: 0.993, Base Lr: 8.31e-05
2024-05-06 07:53:04 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.121, Acc: 0.993, Base Lr: 8.31e-05
2024-05-06 07:53:09 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.121, Acc: 0.993, Base Lr: 8.31e-05
2024-05-06 07:53:14 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.117, Acc: 0.994, Base Lr: 8.31e-05
2024-05-06 07:53:18 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.111, Acc: 0.994, Base Lr: 8.31e-05
2024-05-06 07:53:19 transreid.train INFO: Epoch 84 done. Time per epoch: 43.860[s] Speed: 267.0[samples/s]
2024-05-06 07:53:24 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.144, Acc: 0.991, Base Lr: 7.89e-05
2024-05-06 07:53:29 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.143, Acc: 0.992, Base Lr: 7.89e-05
2024-05-06 07:53:34 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.135, Acc: 0.991, Base Lr: 7.89e-05
2024-05-06 07:53:38 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.129, Acc: 0.992, Base Lr: 7.89e-05
2024-05-06 07:53:43 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.125, Acc: 0.992, Base Lr: 7.89e-05
2024-05-06 07:53:48 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.121, Acc: 0.992, Base Lr: 7.89e-05
2024-05-06 07:53:53 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.117, Acc: 0.993, Base Lr: 7.89e-05
2024-05-06 07:53:56 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.112, Acc: 0.993, Base Lr: 7.89e-05
2024-05-06 07:54:01 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.106, Acc: 0.993, Base Lr: 7.89e-05
2024-05-06 07:54:02 transreid.train INFO: Epoch 85 done. Time per epoch: 42.665[s] Speed: 274.5[samples/s]
2024-05-06 07:54:07 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.152, Acc: 0.995, Base Lr: 7.48e-05
2024-05-06 07:54:12 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.141, Acc: 0.993, Base Lr: 7.48e-05
2024-05-06 07:54:16 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.140, Acc: 0.993, Base Lr: 7.48e-05
2024-05-06 07:54:21 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.130, Acc: 0.994, Base Lr: 7.48e-05
2024-05-06 07:54:26 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.128, Acc: 0.993, Base Lr: 7.48e-05
2024-05-06 07:54:30 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.120, Acc: 0.993, Base Lr: 7.48e-05
2024-05-06 07:54:35 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.116, Acc: 0.993, Base Lr: 7.48e-05
2024-05-06 07:54:40 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.111, Acc: 0.994, Base Lr: 7.48e-05
2024-05-06 07:54:45 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.105, Acc: 0.994, Base Lr: 7.48e-05
2024-05-06 07:54:45 transreid.train INFO: Epoch 86 done. Time per epoch: 43.613[s] Speed: 268.5[samples/s]
2024-05-06 07:54:51 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.147, Acc: 0.990, Base Lr: 7.08e-05
2024-05-06 07:54:55 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.151, Acc: 0.990, Base Lr: 7.08e-05
2024-05-06 07:55:00 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.150, Acc: 0.991, Base Lr: 7.08e-05
2024-05-06 07:55:05 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.143, Acc: 0.991, Base Lr: 7.08e-05
2024-05-06 07:55:10 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.135, Acc: 0.991, Base Lr: 7.08e-05
2024-05-06 07:55:14 transreid.train INFO: Epoch[87] Iter[120/186] Loss: 0.128, Acc: 0.992, Base Lr: 7.08e-05
2024-05-06 07:55:19 transreid.train INFO: Epoch[87] Iter[140/186] Loss: 0.124, Acc: 0.992, Base Lr: 7.08e-05
2024-05-06 07:55:24 transreid.train INFO: Epoch[87] Iter[160/186] Loss: 0.119, Acc: 0.993, Base Lr: 7.08e-05
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2024-05-06 07:55:29 transreid.train INFO: Epoch 87 done. Time per epoch: 43.966[s] Speed: 266.4[samples/s]
2024-05-06 07:55:34 transreid.train INFO: Epoch[88] Iter[20/186] Loss: 0.138, Acc: 0.997, Base Lr: 6.68e-05
2024-05-06 07:55:39 transreid.train INFO: Epoch[88] Iter[40/186] Loss: 0.131, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:55:44 transreid.train INFO: Epoch[88] Iter[60/186] Loss: 0.132, Acc: 0.994, Base Lr: 6.68e-05
2024-05-06 07:55:49 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.123, Acc: 0.994, Base Lr: 6.68e-05
2024-05-06 07:55:54 transreid.train INFO: Epoch[88] Iter[100/186] Loss: 0.116, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:55:58 transreid.train INFO: Epoch[88] Iter[120/186] Loss: 0.111, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:56:03 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.109, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:56:08 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.107, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:56:13 transreid.train INFO: Epoch[88] Iter[180/186] Loss: 0.103, Acc: 0.995, Base Lr: 6.68e-05
2024-05-06 07:56:13 transreid.train INFO: Epoch 88 done. Time per epoch: 43.926[s] Speed: 266.6[samples/s]
2024-05-06 07:56:18 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 0.136, Acc: 0.994, Base Lr: 6.30e-05
2024-05-06 07:56:23 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.129, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:27 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:32 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.123, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:36 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.121, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:41 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.118, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:46 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.30e-05
2024-05-06 07:56:51 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.107, Acc: 0.994, Base Lr: 6.30e-05
2024-05-06 07:56:55 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.104, Acc: 0.994, Base Lr: 6.30e-05
2024-05-06 07:56:56 transreid.train INFO: Epoch 89 done. Time per epoch: 43.020[s] Speed: 273.7[samples/s]
2024-05-06 07:57:01 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.136, Acc: 0.994, Base Lr: 5.93e-05
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2024-05-06 07:57:40 transreid.train INFO: Epoch 90 done. Time per epoch: 43.861[s] Speed: 267.0[samples/s]
2024-05-06 07:57:45 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.143, Acc: 0.991, Base Lr: 5.56e-05
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2024-05-06 07:58:24 transreid.train INFO: Epoch 91 done. Time per epoch: 43.860[s] Speed: 267.0[samples/s]
2024-05-06 07:58:29 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.158, Acc: 0.992, Base Lr: 5.21e-05
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2024-05-06 07:59:07 transreid.train INFO: Epoch 92 done. Time per epoch: 43.062[s] Speed: 272.0[samples/s]
2024-05-06 07:59:12 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.137, Acc: 0.993, Base Lr: 4.86e-05
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2024-05-06 07:59:51 transreid.train INFO: Epoch 93 done. Time per epoch: 44.144[s] Speed: 265.3[samples/s]
2024-05-06 07:59:56 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.169, Acc: 0.991, Base Lr: 4.53e-05
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2024-05-06 08:00:35 transreid.train INFO: Epoch 94 done. Time per epoch: 43.869[s] Speed: 267.0[samples/s]
2024-05-06 08:00:40 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.142, Acc: 0.992, Base Lr: 4.20e-05
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2024-05-06 08:01:20 transreid.train INFO: Epoch 95 done. Time per epoch: 44.408[s] Speed: 265.2[samples/s]
2024-05-06 08:01:25 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.149, Acc: 0.988, Base Lr: 3.89e-05
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2024-05-06 08:02:02 transreid.train INFO: Epoch 96 done. Time per epoch: 42.541[s] Speed: 275.3[samples/s]
2024-05-06 08:02:07 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.137, Acc: 0.991, Base Lr: 3.59e-05
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2024-05-06 08:02:46 transreid.train INFO: Epoch 97 done. Time per epoch: 44.385[s] Speed: 265.3[samples/s]
2024-05-06 08:02:52 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.128, Acc: 0.988, Base Lr: 3.30e-05
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2024-05-06 08:03:31 transreid.train INFO: Epoch 98 done. Time per epoch: 44.438[s] Speed: 265.0[samples/s]
2024-05-06 08:03:36 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.143, Acc: 0.995, Base Lr: 3.02e-05
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2024-05-06 08:04:14 transreid.train INFO: Epoch 99 done. Time per epoch: 43.419[s] Speed: 271.2[samples/s]
2024-05-06 08:04:19 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.126, Acc: 0.991, Base Lr: 2.75e-05
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2024-05-06 08:04:59 transreid.train INFO: Epoch 100 done. Time per epoch: 44.281[s] Speed: 265.9[samples/s]
2024-05-06 08:05:04 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.142, Acc: 0.995, Base Lr: 2.50e-05
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2024-05-06 08:05:43 transreid.train INFO: Epoch 101 done. Time per epoch: 43.980[s] Speed: 266.3[samples/s]
2024-05-06 08:05:48 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.150, Acc: 0.988, Base Lr: 2.26e-05
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2024-05-06 08:06:26 transreid.train INFO: Epoch 102 done. Time per epoch: 43.903[s] Speed: 266.8[samples/s]
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2024-05-06 08:07:10 transreid.train INFO: Epoch 103 done. Time per epoch: 43.300[s] Speed: 272.0[samples/s]
2024-05-06 08:07:15 transreid.train INFO: Epoch[104] Iter[20/186] Loss: 0.140, Acc: 0.989, Base Lr: 1.81e-05
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2024-05-06 08:07:54 transreid.train INFO: Epoch 104 done. Time per epoch: 44.176[s] Speed: 266.6[samples/s]
2024-05-06 08:07:59 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 0.160, Acc: 0.990, Base Lr: 1.60e-05
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2024-05-06 08:09:22 transreid.train INFO: Epoch 106 done. Time per epoch: 43.492[s] Speed: 270.8[samples/s]
2024-05-06 08:09:27 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.123, Acc: 0.995, Base Lr: 1.22e-05
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2024-05-06 08:10:06 transreid.train INFO: Epoch 107 done. Time per epoch: 44.248[s] Speed: 266.1[samples/s]
2024-05-06 08:10:11 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.117, Acc: 0.996, Base Lr: 1.06e-05
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2024-05-06 08:10:50 transreid.train INFO: Epoch 108 done. Time per epoch: 44.361[s] Speed: 265.5[samples/s]
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2024-05-06 08:11:34 transreid.train INFO: Epoch 109 done. Time per epoch: 43.338[s] Speed: 271.7[samples/s]
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2024-05-06 08:12:18 transreid.train INFO: Epoch 110 done. Time per epoch: 44.107[s] Speed: 265.5[samples/s]
2024-05-06 08:12:23 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.168, Acc: 0.985, Base Lr: 6.31e-06
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2024-05-06 08:13:02 transreid.train INFO: Epoch 111 done. Time per epoch: 44.376[s] Speed: 265.4[samples/s]
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2024-05-06 08:13:46 transreid.train INFO: Epoch 112 done. Time per epoch: 44.406[s] Speed: 265.2[samples/s]
2024-05-06 08:13:52 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 0.163, Acc: 0.988, Base Lr: 4.14e-06
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2024-05-06 08:14:29 transreid.train INFO: Epoch 113 done. Time per epoch: 42.795[s] Speed: 273.7[samples/s]
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2024-05-06 08:15:13 transreid.train INFO: Epoch 114 done. Time per epoch: 44.069[s] Speed: 267.2[samples/s]
2024-05-06 08:15:18 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.134, Acc: 0.995, Base Lr: 2.51e-06
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2024-05-06 08:15:58 transreid.train INFO: Epoch 115 done. Time per epoch: 44.297[s] Speed: 264.4[samples/s]
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2024-05-06 08:16:41 transreid.train INFO: Epoch 116 done. Time per epoch: 43.073[s] Speed: 273.4[samples/s]
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2024-05-06 08:17:25 transreid.train INFO: Epoch 117 done. Time per epoch: 44.157[s] Speed: 266.7[samples/s]
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2024-05-06 08:18:09 transreid.train INFO: Epoch 118 done. Time per epoch: 44.089[s] Speed: 267.1[samples/s]
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2024-05-06 08:18:53 transreid.train INFO: Epoch 119 done. Time per epoch: 44.113[s] Speed: 267.0[samples/s]
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2024-05-06 08:19:30 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.104, Acc: 0.994, Base Lr: 8.00e-07
2024-05-06 08:19:35 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.099, Acc: 0.995, Base Lr: 8.00e-07
2024-05-06 08:19:36 transreid.train INFO: Epoch 120 done. Time per epoch: 42.870[s] Speed: 274.7[samples/s]
2024-05-06 08:20:25 transreid.train INFO: Validation Results - Epoch: 120
2024-05-06 08:20:25 transreid.train INFO: mAP: 94.3%
2024-05-06 08:20:25 transreid.train INFO: CMC curve, Rank-1  :97.3%
2024-05-06 08:20:25 transreid.train INFO: CMC curve, Rank-5  :99.1%
2024-05-06 08:20:25 transreid.train INFO: CMC curve, Rank-10 :99.5%
