2024-04-26 21:24:46 transreid INFO: Saving model in the path :log/bs_exp/ViT_Base_MSMT17/384bs_lr0.0024_ep120_warm20_seed0
2024-04-26 21:24:46 transreid INFO: Loaded configuration file configs/msmt17/vit_base.yml
2024-04-26 21:24:46 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: vit_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ViT_Base_P16_originaldino_noreid.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/ViT_Base_MSMT17/384bs_lr0.0024_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0024
  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: 384
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  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: 
2024-04-26 21:24:47 transreid.check INFO: Dataset statistics:
2024-04-26 21:24:47 transreid.check INFO:   ----------------------------------------
2024-04-26 21:24:47 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-26 21:24:47 transreid.check INFO:   ----------------------------------------
2024-04-26 21:24:47 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-26 21:24:47 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-26 21:24:47 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-26 21:24:47 transreid.check INFO:   ----------------------------------------
2024-04-26 21:24:53 transreid INFO: ===========using cosine learning rate=======
2024-04-26 21:24:53 transreid.train INFO: start training
2024-04-26 21:25:03 transreid.train INFO: Epoch[1] Iter[5/81] Loss: 24.555, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:07 transreid.train INFO: Epoch[1] Iter[10/81] Loss: 23.565, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:12 transreid.train INFO: Epoch[1] Iter[15/81] Loss: 21.960, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:16 transreid.train INFO: Epoch[1] Iter[20/81] Loss: 20.667, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:20 transreid.train INFO: Epoch[1] Iter[25/81] Loss: 19.701, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:24 transreid.train INFO: Epoch[1] Iter[30/81] Loss: 18.941, Acc: 0.000, Base Lr: 1.43e-04
2024-04-26 21:25:28 transreid.train INFO: Epoch[1] Iter[35/81] Loss: 18.292, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:32 transreid.train INFO: Epoch[1] Iter[40/81] Loss: 17.724, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:37 transreid.train INFO: Epoch[1] Iter[45/81] Loss: 17.285, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:41 transreid.train INFO: Epoch[1] Iter[50/81] Loss: 16.868, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:45 transreid.train INFO: Epoch[1] Iter[55/81] Loss: 16.540, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:49 transreid.train INFO: Epoch[1] Iter[60/81] Loss: 16.251, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:53 transreid.train INFO: Epoch[1] Iter[65/81] Loss: 16.016, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:25:58 transreid.train INFO: Epoch[1] Iter[70/81] Loss: 15.799, Acc: 0.001, Base Lr: 1.43e-04
2024-04-26 21:26:00 transreid.train INFO: Epoch 1 done. Time per epoch: 67.405[s] Speed: 415.9[samples/s]
2024-04-26 21:26:06 transreid.train INFO: Epoch[2] Iter[5/81] Loss: 11.012, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:11 transreid.train INFO: Epoch[2] Iter[10/81] Loss: 9.683, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:15 transreid.train INFO: Epoch[2] Iter[15/81] Loss: 9.136, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:19 transreid.train INFO: Epoch[2] Iter[20/81] Loss: 8.864, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:23 transreid.train INFO: Epoch[2] Iter[25/81] Loss: 8.691, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:27 transreid.train INFO: Epoch[2] Iter[30/81] Loss: 8.572, Acc: 0.002, Base Lr: 2.62e-04
2024-04-26 21:26:32 transreid.train INFO: Epoch[2] Iter[35/81] Loss: 8.484, Acc: 0.003, Base Lr: 2.62e-04
2024-04-26 21:26:36 transreid.train INFO: Epoch[2] Iter[40/81] Loss: 8.416, Acc: 0.003, Base Lr: 2.62e-04
2024-04-26 21:26:40 transreid.train INFO: Epoch[2] Iter[45/81] Loss: 8.360, Acc: 0.004, Base Lr: 2.62e-04
2024-04-26 21:26:44 transreid.train INFO: Epoch[2] Iter[50/81] Loss: 8.314, Acc: 0.005, Base Lr: 2.62e-04
2024-04-26 21:26:48 transreid.train INFO: Epoch[2] Iter[55/81] Loss: 8.276, Acc: 0.005, Base Lr: 2.62e-04
2024-04-26 21:26:53 transreid.train INFO: Epoch[2] Iter[60/81] Loss: 8.241, Acc: 0.006, Base Lr: 2.62e-04
2024-04-26 21:26:57 transreid.train INFO: Epoch[2] Iter[65/81] Loss: 8.215, Acc: 0.008, Base Lr: 2.62e-04
2024-04-26 21:27:01 transreid.train INFO: Epoch[2] Iter[70/81] Loss: 8.192, Acc: 0.011, Base Lr: 2.62e-04
2024-04-26 21:27:05 transreid.train INFO: Epoch 2 done. Time per epoch: 64.409[s] Speed: 441.2[samples/s]
2024-04-26 21:27:11 transreid.train INFO: Epoch[3] Iter[5/81] Loss: 7.811, Acc: 0.040, Base Lr: 3.80e-04
2024-04-26 21:27:15 transreid.train INFO: Epoch[3] Iter[10/81] Loss: 7.814, Acc: 0.049, Base Lr: 3.80e-04
2024-04-26 21:27:19 transreid.train INFO: Epoch[3] Iter[15/81] Loss: 7.805, Acc: 0.060, Base Lr: 3.80e-04
2024-04-26 21:27:23 transreid.train INFO: Epoch[3] Iter[20/81] Loss: 7.804, Acc: 0.067, Base Lr: 3.80e-04
2024-04-26 21:27:27 transreid.train INFO: Epoch[3] Iter[25/81] Loss: 7.802, Acc: 0.076, Base Lr: 3.80e-04
2024-04-26 21:27:32 transreid.train INFO: Epoch[3] Iter[30/81] Loss: 7.800, Acc: 0.084, Base Lr: 3.80e-04
2024-04-26 21:27:36 transreid.train INFO: Epoch[3] Iter[35/81] Loss: 7.796, Acc: 0.093, Base Lr: 3.80e-04
2024-04-26 21:27:40 transreid.train INFO: Epoch[3] Iter[40/81] Loss: 7.792, Acc: 0.102, Base Lr: 3.80e-04
2024-04-26 21:27:44 transreid.train INFO: Epoch[3] Iter[45/81] Loss: 7.788, Acc: 0.112, Base Lr: 3.80e-04
2024-04-26 21:27:49 transreid.train INFO: Epoch[3] Iter[50/81] Loss: 7.783, Acc: 0.127, Base Lr: 3.80e-04
2024-04-26 21:27:53 transreid.train INFO: Epoch[3] Iter[55/81] Loss: 7.781, Acc: 0.138, Base Lr: 3.80e-04
2024-04-26 21:27:57 transreid.train INFO: Epoch[3] Iter[60/81] Loss: 7.778, Acc: 0.156, Base Lr: 3.80e-04
2024-04-26 21:28:01 transreid.train INFO: Epoch[3] Iter[65/81] Loss: 7.774, Acc: 0.178, Base Lr: 3.80e-04
2024-04-26 21:28:05 transreid.train INFO: Epoch[3] Iter[70/81] Loss: 7.769, Acc: 0.202, Base Lr: 3.80e-04
2024-04-26 21:28:09 transreid.train INFO: Epoch 3 done. Time per epoch: 64.439[s] Speed: 441.0[samples/s]
2024-04-26 21:28:15 transreid.train INFO: Epoch[4] Iter[5/81] Loss: 7.706, Acc: 0.190, Base Lr: 4.99e-04
2024-04-26 21:28:19 transreid.train INFO: Epoch[4] Iter[10/81] Loss: 7.702, Acc: 0.199, Base Lr: 4.99e-04
2024-04-26 21:28:23 transreid.train INFO: Epoch[4] Iter[15/81] Loss: 7.684, Acc: 0.209, Base Lr: 4.99e-04
2024-04-26 21:28:28 transreid.train INFO: Epoch[4] Iter[20/81] Loss: 7.686, Acc: 0.209, Base Lr: 4.99e-04
2024-04-26 21:28:32 transreid.train INFO: Epoch[4] Iter[25/81] Loss: 7.682, Acc: 0.211, Base Lr: 4.99e-04
2024-04-26 21:28:36 transreid.train INFO: Epoch[4] Iter[30/81] Loss: 7.672, Acc: 0.230, Base Lr: 4.99e-04
2024-04-26 21:28:40 transreid.train INFO: Epoch[4] Iter[35/81] Loss: 7.665, Acc: 0.241, Base Lr: 4.99e-04
2024-04-26 21:28:45 transreid.train INFO: Epoch[4] Iter[40/81] Loss: 7.658, Acc: 0.254, Base Lr: 4.99e-04
2024-04-26 21:28:49 transreid.train INFO: Epoch[4] Iter[45/81] Loss: 7.651, Acc: 0.265, Base Lr: 4.99e-04
2024-04-26 21:28:53 transreid.train INFO: Epoch[4] Iter[50/81] Loss: 7.642, Acc: 0.279, Base Lr: 4.99e-04
2024-04-26 21:28:57 transreid.train INFO: Epoch[4] Iter[55/81] Loss: 7.635, Acc: 0.300, Base Lr: 4.99e-04
2024-04-26 21:29:02 transreid.train INFO: Epoch[4] Iter[60/81] Loss: 7.627, Acc: 0.319, Base Lr: 4.99e-04
2024-04-26 21:29:06 transreid.train INFO: Epoch[4] Iter[65/81] Loss: 7.620, Acc: 0.340, Base Lr: 4.99e-04
2024-04-26 21:29:10 transreid.train INFO: Epoch[4] Iter[70/81] Loss: 7.611, Acc: 0.367, Base Lr: 4.99e-04
2024-04-26 21:29:13 transreid.train INFO: Epoch 4 done. Time per epoch: 64.509[s] Speed: 440.5[samples/s]
2024-04-26 21:29:20 transreid.train INFO: Epoch[5] Iter[5/81] Loss: 7.550, Acc: 0.243, Base Lr: 6.18e-04
2024-04-26 21:29:24 transreid.train INFO: Epoch[5] Iter[10/81] Loss: 7.551, Acc: 0.248, Base Lr: 6.18e-04
2024-04-26 21:29:28 transreid.train INFO: Epoch[5] Iter[15/81] Loss: 7.538, Acc: 0.253, Base Lr: 6.18e-04
2024-04-26 21:29:32 transreid.train INFO: Epoch[5] Iter[20/81] Loss: 7.532, Acc: 0.256, Base Lr: 6.18e-04
2024-04-26 21:29:37 transreid.train INFO: Epoch[5] Iter[25/81] Loss: 7.519, Acc: 0.260, Base Lr: 6.18e-04
2024-04-26 21:29:41 transreid.train INFO: Epoch[5] Iter[30/81] Loss: 7.510, Acc: 0.266, Base Lr: 6.18e-04
2024-04-26 21:29:45 transreid.train INFO: Epoch[5] Iter[35/81] Loss: 7.494, Acc: 0.275, Base Lr: 6.18e-04
2024-04-26 21:29:49 transreid.train INFO: Epoch[5] Iter[40/81] Loss: 7.484, Acc: 0.286, Base Lr: 6.18e-04
2024-04-26 21:29:53 transreid.train INFO: Epoch[5] Iter[45/81] Loss: 7.477, Acc: 0.297, Base Lr: 6.18e-04
2024-04-26 21:29:58 transreid.train INFO: Epoch[5] Iter[50/81] Loss: 7.467, Acc: 0.312, Base Lr: 6.18e-04
2024-04-26 21:30:02 transreid.train INFO: Epoch[5] Iter[55/81] Loss: 7.457, Acc: 0.328, Base Lr: 6.18e-04
2024-04-26 21:30:06 transreid.train INFO: Epoch[5] Iter[60/81] Loss: 7.446, Acc: 0.349, Base Lr: 6.18e-04
2024-04-26 21:30:10 transreid.train INFO: Epoch[5] Iter[65/81] Loss: 7.433, Acc: 0.371, Base Lr: 6.18e-04
2024-04-26 21:30:14 transreid.train INFO: Epoch[5] Iter[70/81] Loss: 7.419, Acc: 0.397, Base Lr: 6.18e-04
2024-04-26 21:30:18 transreid.train INFO: Epoch 5 done. Time per epoch: 64.270[s] Speed: 442.1[samples/s]
2024-04-26 21:30:24 transreid.train INFO: Epoch[6] Iter[5/81] Loss: 7.351, Acc: 0.266, Base Lr: 7.37e-04
2024-04-26 21:30:28 transreid.train INFO: Epoch[6] Iter[10/81] Loss: 7.366, Acc: 0.245, Base Lr: 7.37e-04
2024-04-26 21:30:32 transreid.train INFO: Epoch[6] Iter[15/81] Loss: 7.356, Acc: 0.239, Base Lr: 7.37e-04
2024-04-26 21:30:37 transreid.train INFO: Epoch[6] Iter[20/81] Loss: 7.343, Acc: 0.243, Base Lr: 7.37e-04
2024-04-26 21:30:41 transreid.train INFO: Epoch[6] Iter[25/81] Loss: 7.334, Acc: 0.250, Base Lr: 7.37e-04
2024-04-26 21:30:45 transreid.train INFO: Epoch[6] Iter[30/81] Loss: 7.320, Acc: 0.255, Base Lr: 7.37e-04
2024-04-26 21:30:49 transreid.train INFO: Epoch[6] Iter[35/81] Loss: 7.309, Acc: 0.265, Base Lr: 7.37e-04
2024-04-26 21:30:54 transreid.train INFO: Epoch[6] Iter[40/81] Loss: 7.295, Acc: 0.279, Base Lr: 7.37e-04
2024-04-26 21:30:58 transreid.train INFO: Epoch[6] Iter[45/81] Loss: 7.281, Acc: 0.292, Base Lr: 7.37e-04
2024-04-26 21:31:02 transreid.train INFO: Epoch[6] Iter[50/81] Loss: 7.267, Acc: 0.307, Base Lr: 7.37e-04
2024-04-26 21:31:06 transreid.train INFO: Epoch[6] Iter[55/81] Loss: 7.251, Acc: 0.323, Base Lr: 7.37e-04
2024-04-26 21:31:10 transreid.train INFO: Epoch[6] Iter[60/81] Loss: 7.234, Acc: 0.340, Base Lr: 7.37e-04
2024-04-26 21:31:15 transreid.train INFO: Epoch[6] Iter[65/81] Loss: 7.215, Acc: 0.362, Base Lr: 7.37e-04
2024-04-26 21:31:19 transreid.train INFO: Epoch[6] Iter[70/81] Loss: 7.195, Acc: 0.388, Base Lr: 7.37e-04
2024-04-26 21:31:21 transreid.train INFO: Epoch 6 done. Time per epoch: 63.662[s] Speed: 440.3[samples/s]
2024-04-26 21:31:28 transreid.train INFO: Epoch[7] Iter[5/81] Loss: 7.170, Acc: 0.235, Base Lr: 8.56e-04
2024-04-26 21:31:32 transreid.train INFO: Epoch[7] Iter[10/81] Loss: 7.148, Acc: 0.247, Base Lr: 8.56e-04
2024-04-26 21:31:36 transreid.train INFO: Epoch[7] Iter[15/81] Loss: 7.127, Acc: 0.240, Base Lr: 8.56e-04
2024-04-26 21:31:40 transreid.train INFO: Epoch[7] Iter[20/81] Loss: 7.102, Acc: 0.243, Base Lr: 8.56e-04
2024-04-26 21:31:45 transreid.train INFO: Epoch[7] Iter[25/81] Loss: 7.077, Acc: 0.251, Base Lr: 8.56e-04
2024-04-26 21:31:49 transreid.train INFO: Epoch[7] Iter[30/81] Loss: 7.063, Acc: 0.253, Base Lr: 8.56e-04
2024-04-26 21:31:53 transreid.train INFO: Epoch[7] Iter[35/81] Loss: 7.045, Acc: 0.270, Base Lr: 8.56e-04
2024-04-26 21:31:57 transreid.train INFO: Epoch[7] Iter[40/81] Loss: 7.031, Acc: 0.278, Base Lr: 8.56e-04
2024-04-26 21:32:01 transreid.train INFO: Epoch[7] Iter[45/81] Loss: 7.021, Acc: 0.286, Base Lr: 8.56e-04
2024-04-26 21:32:06 transreid.train INFO: Epoch[7] Iter[50/81] Loss: 7.002, Acc: 0.302, Base Lr: 8.56e-04
2024-04-26 21:32:10 transreid.train INFO: Epoch[7] Iter[55/81] Loss: 6.984, Acc: 0.319, Base Lr: 8.56e-04
2024-04-26 21:32:14 transreid.train INFO: Epoch[7] Iter[60/81] Loss: 6.957, Acc: 0.336, Base Lr: 8.56e-04
2024-04-26 21:32:18 transreid.train INFO: Epoch[7] Iter[65/81] Loss: 6.932, Acc: 0.357, Base Lr: 8.56e-04
2024-04-26 21:32:23 transreid.train INFO: Epoch[7] Iter[70/81] Loss: 6.895, Acc: 0.386, Base Lr: 8.56e-04
2024-04-26 21:32:26 transreid.train INFO: Epoch 7 done. Time per epoch: 64.581[s] Speed: 440.0[samples/s]
2024-04-26 21:32:32 transreid.train INFO: Epoch[8] Iter[5/81] Loss: 6.900, Acc: 0.217, Base Lr: 9.74e-04
2024-04-26 21:32:36 transreid.train INFO: Epoch[8] Iter[10/81] Loss: 6.860, Acc: 0.222, Base Lr: 9.74e-04
2024-04-26 21:32:41 transreid.train INFO: Epoch[8] Iter[15/81] Loss: 6.828, Acc: 0.239, Base Lr: 9.74e-04
2024-04-26 21:32:45 transreid.train INFO: Epoch[8] Iter[20/81] Loss: 6.819, Acc: 0.234, Base Lr: 9.74e-04
2024-04-26 21:32:49 transreid.train INFO: Epoch[8] Iter[25/81] Loss: 6.801, Acc: 0.231, Base Lr: 9.74e-04
2024-04-26 21:32:53 transreid.train INFO: Epoch[8] Iter[30/81] Loss: 6.775, Acc: 0.238, Base Lr: 9.74e-04
2024-04-26 21:32:57 transreid.train INFO: Epoch[8] Iter[35/81] Loss: 6.751, Acc: 0.247, Base Lr: 9.74e-04
2024-04-26 21:33:02 transreid.train INFO: Epoch[8] Iter[40/81] Loss: 6.726, Acc: 0.260, Base Lr: 9.74e-04
2024-04-26 21:33:06 transreid.train INFO: Epoch[8] Iter[45/81] Loss: 6.700, Acc: 0.272, Base Lr: 9.74e-04
2024-04-26 21:33:10 transreid.train INFO: Epoch[8] Iter[50/81] Loss: 6.676, Acc: 0.286, Base Lr: 9.74e-04
2024-04-26 21:33:14 transreid.train INFO: Epoch[8] Iter[55/81] Loss: 6.652, Acc: 0.299, Base Lr: 9.74e-04
2024-04-26 21:33:18 transreid.train INFO: Epoch[8] Iter[60/81] Loss: 6.618, Acc: 0.320, Base Lr: 9.74e-04
2024-04-26 21:33:23 transreid.train INFO: Epoch[8] Iter[65/81] Loss: 6.579, Acc: 0.343, Base Lr: 9.74e-04
2024-04-26 21:33:27 transreid.train INFO: Epoch[8] Iter[70/81] Loss: 6.525, Acc: 0.370, Base Lr: 9.74e-04
2024-04-26 21:33:30 transreid.train INFO: Epoch 8 done. Time per epoch: 63.533[s] Speed: 441.2[samples/s]
2024-04-26 21:33:36 transreid.train INFO: Epoch[9] Iter[5/81] Loss: 6.603, Acc: 0.217, Base Lr: 1.09e-03
2024-04-26 21:33:40 transreid.train INFO: Epoch[9] Iter[10/81] Loss: 6.592, Acc: 0.225, Base Lr: 1.09e-03
2024-04-26 21:33:44 transreid.train INFO: Epoch[9] Iter[15/81] Loss: 6.550, Acc: 0.225, Base Lr: 1.09e-03
2024-04-26 21:33:48 transreid.train INFO: Epoch[9] Iter[20/81] Loss: 6.515, Acc: 0.228, Base Lr: 1.09e-03
2024-04-26 21:33:53 transreid.train INFO: Epoch[9] Iter[25/81] Loss: 6.492, Acc: 0.237, Base Lr: 1.09e-03
2024-04-26 21:33:57 transreid.train INFO: Epoch[9] Iter[30/81] Loss: 6.478, Acc: 0.238, Base Lr: 1.09e-03
2024-04-26 21:34:01 transreid.train INFO: Epoch[9] Iter[35/81] Loss: 6.445, Acc: 0.248, Base Lr: 1.09e-03
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2024-04-26 21:34:40 transreid.train INFO: Epoch[10] Iter[5/81] Loss: 6.235, Acc: 0.214, Base Lr: 1.21e-03
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2024-04-26 21:35:38 transreid.train INFO: Epoch 10 done. Time per epoch: 64.404[s] Speed: 441.2[samples/s]
2024-04-26 21:35:45 transreid.train INFO: Epoch[11] Iter[5/81] Loss: 5.908, Acc: 0.225, Base Lr: 1.33e-03
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2024-04-26 21:36:42 transreid.train INFO: Epoch 11 done. Time per epoch: 63.637[s] Speed: 440.5[samples/s]
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2024-04-26 21:37:46 transreid.train INFO: Epoch 12 done. Time per epoch: 64.350[s] Speed: 441.6[samples/s]
2024-04-26 21:37:53 transreid.train INFO: Epoch[13] Iter[5/81] Loss: 5.016, Acc: 0.295, Base Lr: 1.57e-03
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2024-04-26 21:38:50 transreid.train INFO: Epoch 13 done. Time per epoch: 63.791[s] Speed: 439.4[samples/s]
2024-04-26 21:38:56 transreid.train INFO: Epoch[14] Iter[5/81] Loss: 4.770, Acc: 0.306, Base Lr: 1.69e-03
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2024-04-26 21:39:54 transreid.train INFO: Epoch 14 done. Time per epoch: 63.571[s] Speed: 447.0[samples/s]
2024-04-26 21:40:00 transreid.train INFO: Epoch[15] Iter[5/81] Loss: 4.460, Acc: 0.340, Base Lr: 1.81e-03
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2024-04-26 21:40:58 transreid.train INFO: Epoch 15 done. Time per epoch: 64.016[s] Speed: 443.9[samples/s]
2024-04-26 21:41:04 transreid.train INFO: Epoch[16] Iter[5/81] Loss: 4.301, Acc: 0.366, Base Lr: 1.92e-03
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2024-04-26 21:42:02 transreid.train INFO: Epoch 16 done. Time per epoch: 64.358[s] Speed: 441.5[samples/s]
2024-04-26 21:42:08 transreid.train INFO: Epoch[17] Iter[5/81] Loss: 3.826, Acc: 0.433, Base Lr: 2.04e-03
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2024-04-26 21:43:06 transreid.train INFO: Epoch 17 done. Time per epoch: 64.073[s] Speed: 443.5[samples/s]
2024-04-26 21:43:12 transreid.train INFO: Epoch[18] Iter[5/81] Loss: 3.349, Acc: 0.513, Base Lr: 2.16e-03
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2024-04-26 21:44:11 transreid.train INFO: Epoch 18 done. Time per epoch: 64.386[s] Speed: 441.3[samples/s]
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2024-04-26 21:45:15 transreid.train INFO: Epoch 19 done. Time per epoch: 64.513[s] Speed: 440.5[samples/s]
2024-04-26 21:45:21 transreid.train INFO: Epoch[20] Iter[5/81] Loss: 2.872, Acc: 0.586, Base Lr: 2.24e-03
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2024-04-26 21:46:18 transreid.train INFO: Epoch 20 done. Time per epoch: 63.175[s] Speed: 443.7[samples/s]
2024-04-26 21:46:25 transreid.train INFO: Epoch[21] Iter[5/81] Loss: 2.382, Acc: 0.685, Base Lr: 2.22e-03
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2024-04-26 21:47:22 transreid.train INFO: Epoch 21 done. Time per epoch: 63.998[s] Speed: 444.0[samples/s]
2024-04-26 21:47:29 transreid.train INFO: Epoch[22] Iter[5/81] Loss: 2.147, Acc: 0.724, Base Lr: 2.21e-03
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2024-04-26 21:48:26 transreid.train INFO: Epoch 22 done. Time per epoch: 63.502[s] Speed: 441.4[samples/s]
2024-04-26 21:48:32 transreid.train INFO: Epoch[23] Iter[5/81] Loss: 1.929, Acc: 0.740, Base Lr: 2.19e-03
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2024-04-26 21:49:30 transreid.train INFO: Epoch 23 done. Time per epoch: 63.979[s] Speed: 444.1[samples/s]
2024-04-26 21:49:36 transreid.train INFO: Epoch[24] Iter[5/81] Loss: 1.678, Acc: 0.794, Base Lr: 2.17e-03
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2024-04-26 21:50:34 transreid.train INFO: Epoch 24 done. Time per epoch: 63.743[s] Speed: 445.8[samples/s]
2024-04-26 21:50:40 transreid.train INFO: Epoch[25] Iter[5/81] Loss: 1.716, Acc: 0.771, Base Lr: 2.15e-03
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2024-04-26 21:51:37 transreid.train INFO: Epoch 25 done. Time per epoch: 63.046[s] Speed: 444.6[samples/s]
2024-04-26 21:51:43 transreid.train INFO: Epoch[26] Iter[5/81] Loss: 1.433, Acc: 0.823, Base Lr: 2.13e-03
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2024-04-26 21:52:40 transreid.train INFO: Epoch 26 done. Time per epoch: 63.598[s] Speed: 446.8[samples/s]
2024-04-26 21:52:46 transreid.train INFO: Epoch[27] Iter[5/81] Loss: 1.299, Acc: 0.846, Base Lr: 2.11e-03
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2024-04-26 21:53:44 transreid.train INFO: Epoch 27 done. Time per epoch: 63.404[s] Speed: 448.2[samples/s]
2024-04-26 21:53:50 transreid.train INFO: Epoch[28] Iter[5/81] Loss: 1.151, Acc: 0.874, Base Lr: 2.09e-03
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2024-04-26 21:54:46 transreid.train INFO: Epoch 28 done. Time per epoch: 62.860[s] Speed: 445.9[samples/s]
2024-04-26 21:54:53 transreid.train INFO: Epoch[29] Iter[5/81] Loss: 0.853, Acc: 0.923, Base Lr: 2.07e-03
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2024-04-26 21:55:50 transreid.train INFO: Epoch 29 done. Time per epoch: 63.472[s] Speed: 447.7[samples/s]
2024-04-26 21:55:56 transreid.train INFO: Epoch[30] Iter[5/81] Loss: 0.954, Acc: 0.904, Base Lr: 2.05e-03
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2024-04-26 21:56:53 transreid.train INFO: Epoch 30 done. Time per epoch: 62.871[s] Speed: 445.9[samples/s]
2024-04-26 21:56:59 transreid.train INFO: Epoch[31] Iter[5/81] Loss: 0.868, Acc: 0.919, Base Lr: 2.03e-03
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2024-04-26 21:57:55 transreid.train INFO: Epoch 31 done. Time per epoch: 62.608[s] Speed: 447.7[samples/s]
2024-04-26 21:58:02 transreid.train INFO: Epoch[32] Iter[5/81] Loss: 0.781, Acc: 0.923, Base Lr: 2.00e-03
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2024-04-26 21:58:59 transreid.train INFO: Epoch 32 done. Time per epoch: 63.593[s] Speed: 446.8[samples/s]
2024-04-26 21:59:05 transreid.train INFO: Epoch[33] Iter[5/81] Loss: 0.754, Acc: 0.926, Base Lr: 1.98e-03
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2024-04-26 22:00:02 transreid.train INFO: Epoch 33 done. Time per epoch: 62.648[s] Speed: 447.5[samples/s]
2024-04-26 22:00:08 transreid.train INFO: Epoch[34] Iter[5/81] Loss: 0.617, Acc: 0.952, Base Lr: 1.96e-03
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2024-04-26 22:01:05 transreid.train INFO: Epoch 34 done. Time per epoch: 63.059[s] Speed: 444.5[samples/s]
2024-04-26 22:01:11 transreid.train INFO: Epoch[35] Iter[5/81] Loss: 0.556, Acc: 0.959, Base Lr: 1.93e-03
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2024-04-26 22:02:09 transreid.train INFO: Epoch 35 done. Time per epoch: 63.943[s] Speed: 444.4[samples/s]
2024-04-26 22:02:15 transreid.train INFO: Epoch[36] Iter[5/81] Loss: 0.500, Acc: 0.960, Base Lr: 1.91e-03
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2024-04-26 22:03:13 transreid.train INFO: Epoch 36 done. Time per epoch: 63.973[s] Speed: 444.2[samples/s]
2024-04-26 22:03:19 transreid.train INFO: Epoch[37] Iter[5/81] Loss: 0.513, Acc: 0.961, Base Lr: 1.88e-03
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2024-04-26 22:04:15 transreid.train INFO: Epoch 37 done. Time per epoch: 62.723[s] Speed: 446.9[samples/s]
2024-04-26 22:04:22 transreid.train INFO: Epoch[38] Iter[5/81] Loss: 0.426, Acc: 0.970, Base Lr: 1.85e-03
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2024-04-26 22:05:19 transreid.train INFO: Epoch 38 done. Time per epoch: 63.240[s] Speed: 443.3[samples/s]
2024-04-26 22:05:25 transreid.train INFO: Epoch[39] Iter[5/81] Loss: 0.443, Acc: 0.968, Base Lr: 1.83e-03
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2024-04-26 22:06:19 transreid.train INFO: Epoch[39] Iter[70/81] Loss: 0.247, Acc: 0.990, Base Lr: 1.83e-03
2024-04-26 22:06:22 transreid.train INFO: Epoch 39 done. Time per epoch: 63.763[s] Speed: 445.7[samples/s]
2024-04-26 22:06:29 transreid.train INFO: Epoch[40] Iter[5/81] Loss: 0.453, Acc: 0.964, Base Lr: 1.80e-03
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2024-04-26 22:07:22 transreid.train INFO: Epoch[40] Iter[70/81] Loss: 0.231, Acc: 0.991, Base Lr: 1.80e-03
2024-04-26 22:07:25 transreid.train INFO: Epoch 40 done. Time per epoch: 62.432[s] Speed: 449.0[samples/s]
2024-04-26 22:12:12 transreid.train INFO: Validation Results - Epoch: 40
2024-04-26 22:12:12 transreid.train INFO: mAP: 67.2%
2024-04-26 22:12:12 transreid.train INFO: CMC curve, Rank-1  :86.1%
2024-04-26 22:12:12 transreid.train INFO: CMC curve, Rank-5  :92.7%
2024-04-26 22:12:12 transreid.train INFO: CMC curve, Rank-10 :94.3%
2024-04-26 22:12:21 transreid.train INFO: Epoch[41] Iter[5/81] Loss: 0.352, Acc: 0.976, Base Lr: 1.77e-03
2024-04-26 22:12:25 transreid.train INFO: Epoch[41] Iter[10/81] Loss: 0.328, Acc: 0.980, Base Lr: 1.77e-03
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2024-04-26 22:12:45 transreid.train INFO: Epoch[41] Iter[35/81] Loss: 0.284, Acc: 0.986, Base Lr: 1.77e-03
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2024-04-26 22:13:06 transreid.train INFO: Epoch[41] Iter[60/81] Loss: 0.235, Acc: 0.990, Base Lr: 1.77e-03
2024-04-26 22:13:10 transreid.train INFO: Epoch[41] Iter[65/81] Loss: 0.225, Acc: 0.991, Base Lr: 1.77e-03
2024-04-26 22:13:15 transreid.train INFO: Epoch[41] Iter[70/81] Loss: 0.216, Acc: 0.991, Base Lr: 1.77e-03
2024-04-26 22:13:19 transreid.train INFO: Epoch 41 done. Time per epoch: 66.354[s] Speed: 428.2[samples/s]
2024-04-26 22:13:28 transreid.train INFO: Epoch[42] Iter[5/81] Loss: 0.370, Acc: 0.973, Base Lr: 1.75e-03
2024-04-26 22:13:32 transreid.train INFO: Epoch[42] Iter[10/81] Loss: 0.342, Acc: 0.979, Base Lr: 1.75e-03
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2024-04-26 22:13:44 transreid.train INFO: Epoch[42] Iter[25/81] Loss: 0.292, Acc: 0.984, Base Lr: 1.75e-03
2024-04-26 22:13:49 transreid.train INFO: Epoch[42] Iter[30/81] Loss: 0.277, Acc: 0.986, Base Lr: 1.75e-03
2024-04-26 22:13:53 transreid.train INFO: Epoch[42] Iter[35/81] Loss: 0.262, Acc: 0.987, Base Lr: 1.75e-03
2024-04-26 22:13:57 transreid.train INFO: Epoch[42] Iter[40/81] Loss: 0.248, Acc: 0.989, Base Lr: 1.75e-03
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2024-04-26 22:14:10 transreid.train INFO: Epoch[42] Iter[55/81] Loss: 0.220, Acc: 0.991, Base Lr: 1.75e-03
2024-04-26 22:14:14 transreid.train INFO: Epoch[42] Iter[60/81] Loss: 0.212, Acc: 0.991, Base Lr: 1.75e-03
2024-04-26 22:14:18 transreid.train INFO: Epoch[42] Iter[65/81] Loss: 0.202, Acc: 0.992, Base Lr: 1.75e-03
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2024-04-26 22:14:26 transreid.train INFO: Epoch 42 done. Time per epoch: 67.306[s] Speed: 422.2[samples/s]
2024-04-26 22:14:35 transreid.train INFO: Epoch[43] Iter[5/81] Loss: 0.316, Acc: 0.980, Base Lr: 1.72e-03
2024-04-26 22:14:39 transreid.train INFO: Epoch[43] Iter[10/81] Loss: 0.278, Acc: 0.986, Base Lr: 1.72e-03
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2024-04-26 22:15:00 transreid.train INFO: Epoch[43] Iter[35/81] Loss: 0.235, Acc: 0.991, Base Lr: 1.72e-03
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2024-04-26 22:15:16 transreid.train INFO: Epoch[43] Iter[55/81] Loss: 0.204, Acc: 0.993, Base Lr: 1.72e-03
2024-04-26 22:15:20 transreid.train INFO: Epoch[43] Iter[60/81] Loss: 0.197, Acc: 0.993, Base Lr: 1.72e-03
2024-04-26 22:15:25 transreid.train INFO: Epoch[43] Iter[65/81] Loss: 0.190, Acc: 0.993, Base Lr: 1.72e-03
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2024-04-26 22:15:33 transreid.train INFO: Epoch 43 done. Time per epoch: 66.953[s] Speed: 424.4[samples/s]
2024-04-26 22:15:41 transreid.train INFO: Epoch[44] Iter[5/81] Loss: 0.275, Acc: 0.988, Base Lr: 1.69e-03
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2024-04-26 22:16:23 transreid.train INFO: Epoch[44] Iter[55/81] Loss: 0.189, Acc: 0.993, Base Lr: 1.69e-03
2024-04-26 22:16:27 transreid.train INFO: Epoch[44] Iter[60/81] Loss: 0.182, Acc: 0.994, Base Lr: 1.69e-03
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2024-04-26 22:16:39 transreid.train INFO: Epoch 44 done. Time per epoch: 66.379[s] Speed: 428.1[samples/s]
2024-04-26 22:16:48 transreid.train INFO: Epoch[45] Iter[5/81] Loss: 0.273, Acc: 0.980, Base Lr: 1.66e-03
2024-04-26 22:16:52 transreid.train INFO: Epoch[45] Iter[10/81] Loss: 0.265, Acc: 0.984, Base Lr: 1.66e-03
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2024-04-26 22:17:13 transreid.train INFO: Epoch[45] Iter[35/81] Loss: 0.212, Acc: 0.991, Base Lr: 1.66e-03
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2024-04-26 22:17:46 transreid.train INFO: Epoch 45 done. Time per epoch: 66.761[s] Speed: 425.6[samples/s]
2024-04-26 22:17:55 transreid.train INFO: Epoch[46] Iter[5/81] Loss: 0.287, Acc: 0.985, Base Lr: 1.63e-03
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2024-04-26 22:18:20 transreid.train INFO: Epoch[46] Iter[35/81] Loss: 0.207, Acc: 0.994, Base Lr: 1.63e-03
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2024-04-26 22:18:53 transreid.train INFO: Epoch 46 done. Time per epoch: 66.750[s] Speed: 425.7[samples/s]
2024-04-26 22:19:01 transreid.train INFO: Epoch[47] Iter[5/81] Loss: 0.239, Acc: 0.989, Base Lr: 1.60e-03
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2024-04-26 22:19:26 transreid.train INFO: Epoch[47] Iter[35/81] Loss: 0.189, Acc: 0.993, Base Lr: 1.60e-03
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2024-04-26 22:19:47 transreid.train INFO: Epoch[47] Iter[60/81] Loss: 0.162, Acc: 0.995, Base Lr: 1.60e-03
2024-04-26 22:19:51 transreid.train INFO: Epoch[47] Iter[65/81] Loss: 0.156, Acc: 0.995, Base Lr: 1.60e-03
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2024-04-26 22:20:00 transreid.train INFO: Epoch 47 done. Time per epoch: 66.797[s] Speed: 425.4[samples/s]
2024-04-26 22:20:08 transreid.train INFO: Epoch[48] Iter[5/81] Loss: 0.212, Acc: 0.992, Base Lr: 1.57e-03
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2024-04-26 22:21:07 transreid.train INFO: Epoch 48 done. Time per epoch: 66.988[s] Speed: 424.2[samples/s]
2024-04-26 22:21:16 transreid.train INFO: Epoch[49] Iter[5/81] Loss: 0.237, Acc: 0.990, Base Lr: 1.54e-03
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2024-04-26 22:22:14 transreid.train INFO: Epoch 49 done. Time per epoch: 66.826[s] Speed: 425.2[samples/s]
2024-04-26 22:22:22 transreid.train INFO: Epoch[50] Iter[5/81] Loss: 0.214, Acc: 0.989, Base Lr: 1.51e-03
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2024-04-26 22:23:19 transreid.train INFO: Epoch 50 done. Time per epoch: 65.736[s] Speed: 426.4[samples/s]
2024-04-26 22:23:28 transreid.train INFO: Epoch[51] Iter[5/81] Loss: 0.186, Acc: 0.993, Base Lr: 1.48e-03
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2024-04-26 22:24:26 transreid.train INFO: Epoch 51 done. Time per epoch: 66.649[s] Speed: 426.4[samples/s]
2024-04-26 22:24:34 transreid.train INFO: Epoch[52] Iter[5/81] Loss: 0.231, Acc: 0.983, Base Lr: 1.45e-03
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2024-04-26 22:25:32 transreid.train INFO: Epoch 52 done. Time per epoch: 66.440[s] Speed: 427.7[samples/s]
2024-04-26 22:25:41 transreid.train INFO: Epoch[53] Iter[5/81] Loss: 0.187, Acc: 0.990, Base Lr: 1.42e-03
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2024-04-26 22:26:39 transreid.train INFO: Epoch 53 done. Time per epoch: 66.734[s] Speed: 425.8[samples/s]
2024-04-26 22:26:48 transreid.train INFO: Epoch[54] Iter[5/81] Loss: 0.177, Acc: 0.994, Base Lr: 1.39e-03
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2024-04-26 22:27:46 transreid.train INFO: Epoch 54 done. Time per epoch: 66.866[s] Speed: 425.0[samples/s]
2024-04-26 22:27:55 transreid.train INFO: Epoch[55] Iter[5/81] Loss: 0.167, Acc: 0.992, Base Lr: 1.36e-03
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2024-04-26 22:28:53 transreid.train INFO: Epoch 55 done. Time per epoch: 66.717[s] Speed: 425.9[samples/s]
2024-04-26 22:29:01 transreid.train INFO: Epoch[56] Iter[5/81] Loss: 0.191, Acc: 0.991, Base Lr: 1.33e-03
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2024-04-26 22:29:59 transreid.train INFO: Epoch 56 done. Time per epoch: 66.351[s] Speed: 428.3[samples/s]
2024-04-26 22:30:08 transreid.train INFO: Epoch[57] Iter[5/81] Loss: 0.156, Acc: 0.993, Base Lr: 1.30e-03
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2024-04-26 22:31:06 transreid.train INFO: Epoch 57 done. Time per epoch: 66.580[s] Speed: 426.8[samples/s]
2024-04-26 22:31:14 transreid.train INFO: Epoch[58] Iter[5/81] Loss: 0.149, Acc: 0.995, Base Lr: 1.27e-03
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2024-04-26 22:32:12 transreid.train INFO: Epoch 58 done. Time per epoch: 66.688[s] Speed: 426.1[samples/s]
2024-04-26 22:32:21 transreid.train INFO: Epoch[59] Iter[5/81] Loss: 0.146, Acc: 0.996, Base Lr: 1.23e-03
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2024-04-26 22:33:18 transreid.train INFO: Epoch 59 done. Time per epoch: 65.811[s] Speed: 425.9[samples/s]
2024-04-26 22:33:27 transreid.train INFO: Epoch[60] Iter[5/81] Loss: 0.144, Acc: 0.994, Base Lr: 1.20e-03
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2024-04-26 22:34:25 transreid.train INFO: Epoch 60 done. Time per epoch: 66.888[s] Speed: 424.8[samples/s]
2024-04-26 22:34:33 transreid.train INFO: Epoch[61] Iter[5/81] Loss: 0.139, Acc: 0.994, Base Lr: 1.17e-03
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2024-04-26 22:35:31 transreid.train INFO: Epoch 61 done. Time per epoch: 66.390[s] Speed: 428.0[samples/s]
2024-04-26 22:35:40 transreid.train INFO: Epoch[62] Iter[5/81] Loss: 0.110, Acc: 0.999, Base Lr: 1.14e-03
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2024-04-26 22:36:38 transreid.train INFO: Epoch 62 done. Time per epoch: 66.552[s] Speed: 427.0[samples/s]
2024-04-26 22:36:47 transreid.train INFO: Epoch[63] Iter[5/81] Loss: 0.141, Acc: 0.994, Base Lr: 1.11e-03
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2024-04-26 22:37:44 transreid.train INFO: Epoch 63 done. Time per epoch: 66.453[s] Speed: 427.6[samples/s]
2024-04-26 22:37:53 transreid.train INFO: Epoch[64] Iter[5/81] Loss: 0.126, Acc: 0.995, Base Lr: 1.08e-03
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2024-04-26 22:38:51 transreid.train INFO: Epoch 64 done. Time per epoch: 66.659[s] Speed: 426.3[samples/s]
2024-04-26 22:39:00 transreid.train INFO: Epoch[65] Iter[5/81] Loss: 0.128, Acc: 0.996, Base Lr: 1.05e-03
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2024-04-26 22:39:57 transreid.train INFO: Epoch 65 done. Time per epoch: 66.015[s] Speed: 424.6[samples/s]
2024-04-26 22:40:06 transreid.train INFO: Epoch[66] Iter[5/81] Loss: 0.107, Acc: 0.996, Base Lr: 1.02e-03
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2024-04-26 22:41:04 transreid.train INFO: Epoch 66 done. Time per epoch: 67.163[s] Speed: 428.8[samples/s]
2024-04-26 22:41:13 transreid.train INFO: Epoch[67] Iter[5/81] Loss: 0.123, Acc: 0.995, Base Lr: 9.84e-04
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2024-04-26 22:42:10 transreid.train INFO: Epoch 67 done. Time per epoch: 66.227[s] Speed: 429.1[samples/s]
2024-04-26 22:42:19 transreid.train INFO: Epoch[68] Iter[5/81] Loss: 0.109, Acc: 0.997, Base Lr: 9.53e-04
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2024-04-26 22:43:00 transreid.train INFO: Epoch[68] Iter[55/81] Loss: 0.074, Acc: 0.998, Base Lr: 9.53e-04
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2024-04-26 22:43:17 transreid.train INFO: Epoch 68 done. Time per epoch: 66.518[s] Speed: 427.2[samples/s]
2024-04-26 22:43:26 transreid.train INFO: Epoch[69] Iter[5/81] Loss: 0.108, Acc: 0.995, Base Lr: 9.23e-04
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2024-04-26 22:44:24 transreid.train INFO: Epoch 69 done. Time per epoch: 66.545[s] Speed: 427.0[samples/s]
2024-04-26 22:44:32 transreid.train INFO: Epoch[70] Iter[5/81] Loss: 0.106, Acc: 0.998, Base Lr: 8.92e-04
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2024-04-26 22:45:30 transreid.train INFO: Epoch 70 done. Time per epoch: 66.606[s] Speed: 426.6[samples/s]
2024-04-26 22:45:39 transreid.train INFO: Epoch[71] Iter[5/81] Loss: 0.098, Acc: 0.996, Base Lr: 8.62e-04
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2024-04-26 22:46:37 transreid.train INFO: Epoch 71 done. Time per epoch: 66.596[s] Speed: 426.7[samples/s]
2024-04-26 22:46:45 transreid.train INFO: Epoch[72] Iter[5/81] Loss: 0.102, Acc: 0.998, Base Lr: 8.32e-04
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2024-04-26 22:47:43 transreid.train INFO: Epoch 72 done. Time per epoch: 66.497[s] Speed: 427.3[samples/s]
2024-04-26 22:47:52 transreid.train INFO: Epoch[73] Iter[5/81] Loss: 0.086, Acc: 0.996, Base Lr: 8.03e-04
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2024-04-26 22:48:49 transreid.train INFO: Epoch 73 done. Time per epoch: 65.683[s] Speed: 426.8[samples/s]
2024-04-26 22:48:57 transreid.train INFO: Epoch[74] Iter[5/81] Loss: 0.088, Acc: 0.998, Base Lr: 7.73e-04
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2024-04-26 22:49:55 transreid.train INFO: Epoch 74 done. Time per epoch: 66.318[s] Speed: 428.5[samples/s]
2024-04-26 22:50:04 transreid.train INFO: Epoch[75] Iter[5/81] Loss: 0.082, Acc: 0.998, Base Lr: 7.44e-04
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2024-04-26 22:51:02 transreid.train INFO: Epoch 75 done. Time per epoch: 66.424[s] Speed: 427.8[samples/s]
2024-04-26 22:51:10 transreid.train INFO: Epoch[76] Iter[5/81] Loss: 0.095, Acc: 0.997, Base Lr: 7.15e-04
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2024-04-26 22:52:07 transreid.train INFO: Epoch 76 done. Time per epoch: 65.736[s] Speed: 426.4[samples/s]
2024-04-26 22:52:16 transreid.train INFO: Epoch[77] Iter[5/81] Loss: 0.097, Acc: 0.997, Base Lr: 6.87e-04
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2024-04-26 22:53:14 transreid.train INFO: Epoch 77 done. Time per epoch: 66.720[s] Speed: 425.9[samples/s]
2024-04-26 22:53:23 transreid.train INFO: Epoch[78] Iter[5/81] Loss: 0.091, Acc: 0.998, Base Lr: 6.59e-04
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2024-04-26 22:54:20 transreid.train INFO: Epoch 78 done. Time per epoch: 65.819[s] Speed: 425.9[samples/s]
2024-04-26 22:54:28 transreid.train INFO: Epoch[79] Iter[5/81] Loss: 0.090, Acc: 0.997, Base Lr: 6.31e-04
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2024-04-26 22:55:26 transreid.train INFO: Epoch 79 done. Time per epoch: 66.457[s] Speed: 427.6[samples/s]
2024-04-26 22:55:35 transreid.train INFO: Epoch[80] Iter[5/81] Loss: 0.093, Acc: 0.996, Base Lr: 6.04e-04
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2024-04-26 22:56:12 transreid.train INFO: Epoch[80] Iter[50/81] Loss: 0.065, Acc: 0.998, Base Lr: 6.04e-04
2024-04-26 22:56:16 transreid.train INFO: Epoch[80] Iter[55/81] Loss: 0.064, Acc: 0.998, Base Lr: 6.04e-04
2024-04-26 22:56:20 transreid.train INFO: Epoch[80] Iter[60/81] Loss: 0.063, Acc: 0.998, Base Lr: 6.04e-04
2024-04-26 22:56:25 transreid.train INFO: Epoch[80] Iter[65/81] Loss: 0.061, Acc: 0.998, Base Lr: 6.04e-04
2024-04-26 22:56:29 transreid.train INFO: Epoch[80] Iter[70/81] Loss: 0.059, Acc: 0.998, Base Lr: 6.04e-04
2024-04-26 22:56:33 transreid.train INFO: Epoch 80 done. Time per epoch: 66.379[s] Speed: 428.1[samples/s]
2024-04-26 23:01:23 transreid.train INFO: Validation Results - Epoch: 80
2024-04-26 23:01:23 transreid.train INFO: mAP: 71.2%
2024-04-26 23:01:23 transreid.train INFO: CMC curve, Rank-1  :88.7%
2024-04-26 23:01:23 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-04-26 23:01:23 transreid.train INFO: CMC curve, Rank-10 :96.2%
2024-04-26 23:01:33 transreid.train INFO: Epoch[81] Iter[5/81] Loss: 0.092, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:37 transreid.train INFO: Epoch[81] Iter[10/81] Loss: 0.084, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:41 transreid.train INFO: Epoch[81] Iter[15/81] Loss: 0.083, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:45 transreid.train INFO: Epoch[81] Iter[20/81] Loss: 0.080, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:49 transreid.train INFO: Epoch[81] Iter[25/81] Loss: 0.078, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:54 transreid.train INFO: Epoch[81] Iter[30/81] Loss: 0.074, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:01:58 transreid.train INFO: Epoch[81] Iter[35/81] Loss: 0.071, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:02 transreid.train INFO: Epoch[81] Iter[40/81] Loss: 0.068, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:06 transreid.train INFO: Epoch[81] Iter[45/81] Loss: 0.067, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:10 transreid.train INFO: Epoch[81] Iter[50/81] Loss: 0.066, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:14 transreid.train INFO: Epoch[81] Iter[55/81] Loss: 0.063, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:19 transreid.train INFO: Epoch[81] Iter[60/81] Loss: 0.060, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:23 transreid.train INFO: Epoch[81] Iter[65/81] Loss: 0.057, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:27 transreid.train INFO: Epoch[81] Iter[70/81] Loss: 0.055, Acc: 0.998, Base Lr: 5.77e-04
2024-04-26 23:02:31 transreid.train INFO: Epoch 81 done. Time per epoch: 68.032[s] Speed: 417.7[samples/s]
2024-04-26 23:02:41 transreid.train INFO: Epoch[82] Iter[5/81] Loss: 0.085, Acc: 0.997, Base Lr: 5.50e-04
2024-04-26 23:02:45 transreid.train INFO: Epoch[82] Iter[10/81] Loss: 0.078, Acc: 0.997, Base Lr: 5.50e-04
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2024-04-26 23:03:02 transreid.train INFO: Epoch[82] Iter[30/81] Loss: 0.068, Acc: 0.999, Base Lr: 5.50e-04
2024-04-26 23:03:06 transreid.train INFO: Epoch[82] Iter[35/81] Loss: 0.065, Acc: 0.999, Base Lr: 5.50e-04
2024-04-26 23:03:10 transreid.train INFO: Epoch[82] Iter[40/81] Loss: 0.064, Acc: 0.999, Base Lr: 5.50e-04
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2024-04-26 23:03:22 transreid.train INFO: Epoch[82] Iter[55/81] Loss: 0.058, Acc: 0.999, Base Lr: 5.50e-04
2024-04-26 23:03:27 transreid.train INFO: Epoch[82] Iter[60/81] Loss: 0.056, Acc: 0.999, Base Lr: 5.50e-04
2024-04-26 23:03:31 transreid.train INFO: Epoch[82] Iter[65/81] Loss: 0.055, Acc: 0.999, Base Lr: 5.50e-04
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2024-04-26 23:03:39 transreid.train INFO: Epoch 82 done. Time per epoch: 68.193[s] Speed: 416.7[samples/s]
2024-04-26 23:03:49 transreid.train INFO: Epoch[83] Iter[5/81] Loss: 0.081, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:03:53 transreid.train INFO: Epoch[83] Iter[10/81] Loss: 0.080, Acc: 0.998, Base Lr: 5.24e-04
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2024-04-26 23:04:02 transreid.train INFO: Epoch[83] Iter[20/81] Loss: 0.074, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:06 transreid.train INFO: Epoch[83] Iter[25/81] Loss: 0.072, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:10 transreid.train INFO: Epoch[83] Iter[30/81] Loss: 0.069, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:14 transreid.train INFO: Epoch[83] Iter[35/81] Loss: 0.067, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:18 transreid.train INFO: Epoch[83] Iter[40/81] Loss: 0.066, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:22 transreid.train INFO: Epoch[83] Iter[45/81] Loss: 0.063, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:27 transreid.train INFO: Epoch[83] Iter[50/81] Loss: 0.062, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:31 transreid.train INFO: Epoch[83] Iter[55/81] Loss: 0.059, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:35 transreid.train INFO: Epoch[83] Iter[60/81] Loss: 0.057, Acc: 0.998, Base Lr: 5.24e-04
2024-04-26 23:04:39 transreid.train INFO: Epoch[83] Iter[65/81] Loss: 0.056, Acc: 0.998, Base Lr: 5.24e-04
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2024-04-26 23:04:48 transreid.train INFO: Epoch 83 done. Time per epoch: 68.256[s] Speed: 416.3[samples/s]
2024-04-26 23:04:58 transreid.train INFO: Epoch[84] Iter[5/81] Loss: 0.075, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:02 transreid.train INFO: Epoch[84] Iter[10/81] Loss: 0.078, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:06 transreid.train INFO: Epoch[84] Iter[15/81] Loss: 0.088, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:10 transreid.train INFO: Epoch[84] Iter[20/81] Loss: 0.082, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:14 transreid.train INFO: Epoch[84] Iter[25/81] Loss: 0.078, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:18 transreid.train INFO: Epoch[84] Iter[30/81] Loss: 0.075, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:23 transreid.train INFO: Epoch[84] Iter[35/81] Loss: 0.071, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:27 transreid.train INFO: Epoch[84] Iter[40/81] Loss: 0.068, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:31 transreid.train INFO: Epoch[84] Iter[45/81] Loss: 0.066, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:35 transreid.train INFO: Epoch[84] Iter[50/81] Loss: 0.063, Acc: 0.999, Base Lr: 4.98e-04
2024-04-26 23:05:39 transreid.train INFO: Epoch[84] Iter[55/81] Loss: 0.062, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:43 transreid.train INFO: Epoch[84] Iter[60/81] Loss: 0.060, Acc: 0.999, Base Lr: 4.98e-04
2024-04-26 23:05:48 transreid.train INFO: Epoch[84] Iter[65/81] Loss: 0.057, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:52 transreid.train INFO: Epoch[84] Iter[70/81] Loss: 0.056, Acc: 0.998, Base Lr: 4.98e-04
2024-04-26 23:05:55 transreid.train INFO: Epoch 84 done. Time per epoch: 67.778[s] Speed: 413.6[samples/s]
2024-04-26 23:06:05 transreid.train INFO: Epoch[85] Iter[5/81] Loss: 0.102, Acc: 0.996, Base Lr: 4.73e-04
2024-04-26 23:06:10 transreid.train INFO: Epoch[85] Iter[10/81] Loss: 0.099, Acc: 0.996, Base Lr: 4.73e-04
2024-04-26 23:06:14 transreid.train INFO: Epoch[85] Iter[15/81] Loss: 0.089, Acc: 0.997, Base Lr: 4.73e-04
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2024-04-26 23:06:22 transreid.train INFO: Epoch[85] Iter[25/81] Loss: 0.079, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:26 transreid.train INFO: Epoch[85] Iter[30/81] Loss: 0.077, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:30 transreid.train INFO: Epoch[85] Iter[35/81] Loss: 0.073, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:34 transreid.train INFO: Epoch[85] Iter[40/81] Loss: 0.069, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:39 transreid.train INFO: Epoch[85] Iter[45/81] Loss: 0.070, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:43 transreid.train INFO: Epoch[85] Iter[50/81] Loss: 0.066, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:47 transreid.train INFO: Epoch[85] Iter[55/81] Loss: 0.064, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:51 transreid.train INFO: Epoch[85] Iter[60/81] Loss: 0.062, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:55 transreid.train INFO: Epoch[85] Iter[65/81] Loss: 0.059, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:06:59 transreid.train INFO: Epoch[85] Iter[70/81] Loss: 0.057, Acc: 0.998, Base Lr: 4.73e-04
2024-04-26 23:07:04 transreid.train INFO: Epoch 85 done. Time per epoch: 68.281[s] Speed: 416.2[samples/s]
2024-04-26 23:07:14 transreid.train INFO: Epoch[86] Iter[5/81] Loss: 0.086, Acc: 0.998, Base Lr: 4.49e-04
2024-04-26 23:07:18 transreid.train INFO: Epoch[86] Iter[10/81] Loss: 0.078, Acc: 0.998, Base Lr: 4.49e-04
2024-04-26 23:07:22 transreid.train INFO: Epoch[86] Iter[15/81] Loss: 0.075, Acc: 0.998, Base Lr: 4.49e-04
2024-04-26 23:07:26 transreid.train INFO: Epoch[86] Iter[20/81] Loss: 0.071, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:30 transreid.train INFO: Epoch[86] Iter[25/81] Loss: 0.070, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:34 transreid.train INFO: Epoch[86] Iter[30/81] Loss: 0.067, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:39 transreid.train INFO: Epoch[86] Iter[35/81] Loss: 0.066, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:43 transreid.train INFO: Epoch[86] Iter[40/81] Loss: 0.064, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:47 transreid.train INFO: Epoch[86] Iter[45/81] Loss: 0.061, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:51 transreid.train INFO: Epoch[86] Iter[50/81] Loss: 0.060, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:55 transreid.train INFO: Epoch[86] Iter[55/81] Loss: 0.059, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:07:59 transreid.train INFO: Epoch[86] Iter[60/81] Loss: 0.057, Acc: 0.999, Base Lr: 4.49e-04
2024-04-26 23:08:03 transreid.train INFO: Epoch[86] Iter[65/81] Loss: 0.057, Acc: 0.999, Base Lr: 4.49e-04
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2024-04-26 23:08:11 transreid.train INFO: Epoch 86 done. Time per epoch: 67.250[s] Speed: 416.8[samples/s]
2024-04-26 23:08:21 transreid.train INFO: Epoch[87] Iter[5/81] Loss: 0.071, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:25 transreid.train INFO: Epoch[87] Iter[10/81] Loss: 0.071, Acc: 0.999, Base Lr: 4.25e-04
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2024-04-26 23:08:38 transreid.train INFO: Epoch[87] Iter[25/81] Loss: 0.066, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:42 transreid.train INFO: Epoch[87] Iter[30/81] Loss: 0.065, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:46 transreid.train INFO: Epoch[87] Iter[35/81] Loss: 0.062, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:50 transreid.train INFO: Epoch[87] Iter[40/81] Loss: 0.062, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:54 transreid.train INFO: Epoch[87] Iter[45/81] Loss: 0.060, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:08:58 transreid.train INFO: Epoch[87] Iter[50/81] Loss: 0.057, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:09:02 transreid.train INFO: Epoch[87] Iter[55/81] Loss: 0.056, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:09:06 transreid.train INFO: Epoch[87] Iter[60/81] Loss: 0.054, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:09:11 transreid.train INFO: Epoch[87] Iter[65/81] Loss: 0.051, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:09:15 transreid.train INFO: Epoch[87] Iter[70/81] Loss: 0.049, Acc: 0.999, Base Lr: 4.25e-04
2024-04-26 23:09:19 transreid.train INFO: Epoch 87 done. Time per epoch: 68.022[s] Speed: 417.7[samples/s]
2024-04-26 23:09:29 transreid.train INFO: Epoch[88] Iter[5/81] Loss: 0.067, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:09:33 transreid.train INFO: Epoch[88] Iter[10/81] Loss: 0.069, Acc: 0.999, Base Lr: 4.01e-04
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2024-04-26 23:09:46 transreid.train INFO: Epoch[88] Iter[25/81] Loss: 0.065, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:09:50 transreid.train INFO: Epoch[88] Iter[30/81] Loss: 0.063, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:09:54 transreid.train INFO: Epoch[88] Iter[35/81] Loss: 0.061, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:09:58 transreid.train INFO: Epoch[88] Iter[40/81] Loss: 0.061, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:02 transreid.train INFO: Epoch[88] Iter[45/81] Loss: 0.059, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:06 transreid.train INFO: Epoch[88] Iter[50/81] Loss: 0.057, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:10 transreid.train INFO: Epoch[88] Iter[55/81] Loss: 0.055, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:14 transreid.train INFO: Epoch[88] Iter[60/81] Loss: 0.053, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:19 transreid.train INFO: Epoch[88] Iter[65/81] Loss: 0.053, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:23 transreid.train INFO: Epoch[88] Iter[70/81] Loss: 0.050, Acc: 0.999, Base Lr: 4.01e-04
2024-04-26 23:10:27 transreid.train INFO: Epoch 88 done. Time per epoch: 68.093[s] Speed: 417.3[samples/s]
2024-04-26 23:10:37 transreid.train INFO: Epoch[89] Iter[5/81] Loss: 0.082, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:10:41 transreid.train INFO: Epoch[89] Iter[10/81] Loss: 0.073, Acc: 0.999, Base Lr: 3.78e-04
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2024-04-26 23:10:58 transreid.train INFO: Epoch[89] Iter[30/81] Loss: 0.063, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:02 transreid.train INFO: Epoch[89] Iter[35/81] Loss: 0.061, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:06 transreid.train INFO: Epoch[89] Iter[40/81] Loss: 0.060, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:10 transreid.train INFO: Epoch[89] Iter[45/81] Loss: 0.058, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:15 transreid.train INFO: Epoch[89] Iter[50/81] Loss: 0.056, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:19 transreid.train INFO: Epoch[89] Iter[55/81] Loss: 0.054, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:23 transreid.train INFO: Epoch[89] Iter[60/81] Loss: 0.052, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:27 transreid.train INFO: Epoch[89] Iter[65/81] Loss: 0.050, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:31 transreid.train INFO: Epoch[89] Iter[70/81] Loss: 0.049, Acc: 0.999, Base Lr: 3.78e-04
2024-04-26 23:11:35 transreid.train INFO: Epoch 89 done. Time per epoch: 67.594[s] Speed: 414.7[samples/s]
2024-04-26 23:11:45 transreid.train INFO: Epoch[90] Iter[5/81] Loss: 0.079, Acc: 0.998, Base Lr: 3.56e-04
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2024-04-26 23:12:43 transreid.train INFO: Epoch 90 done. Time per epoch: 68.402[s] Speed: 415.4[samples/s]
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2024-04-26 23:13:51 transreid.train INFO: Epoch 91 done. Time per epoch: 68.375[s] Speed: 415.6[samples/s]
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2024-04-26 23:15:00 transreid.train INFO: Epoch 92 done. Time per epoch: 68.299[s] Speed: 416.1[samples/s]
2024-04-26 23:15:10 transreid.train INFO: Epoch[93] Iter[5/81] Loss: 0.062, Acc: 0.999, Base Lr: 2.92e-04
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2024-04-26 23:16:08 transreid.train INFO: Epoch 93 done. Time per epoch: 68.572[s] Speed: 414.4[samples/s]
2024-04-26 23:16:18 transreid.train INFO: Epoch[94] Iter[5/81] Loss: 0.061, Acc: 0.999, Base Lr: 2.72e-04
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2024-04-26 23:17:17 transreid.train INFO: Epoch 94 done. Time per epoch: 68.526[s] Speed: 414.7[samples/s]
2024-04-26 23:17:27 transreid.train INFO: Epoch[95] Iter[5/81] Loss: 0.065, Acc: 0.999, Base Lr: 2.52e-04
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2024-04-26 23:18:25 transreid.train INFO: Epoch 95 done. Time per epoch: 68.608[s] Speed: 414.2[samples/s]
2024-04-26 23:18:36 transreid.train INFO: Epoch[96] Iter[5/81] Loss: 0.066, Acc: 0.999, Base Lr: 2.34e-04
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2024-04-26 23:19:33 transreid.train INFO: Epoch 96 done. Time per epoch: 67.745[s] Speed: 413.8[samples/s]
2024-04-26 23:19:43 transreid.train INFO: Epoch[97] Iter[5/81] Loss: 0.080, Acc: 0.999, Base Lr: 2.15e-04
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2024-04-26 23:20:41 transreid.train INFO: Epoch 97 done. Time per epoch: 67.590[s] Speed: 414.7[samples/s]
2024-04-26 23:20:51 transreid.train INFO: Epoch[98] Iter[5/81] Loss: 0.060, Acc: 0.999, Base Lr: 1.98e-04
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2024-04-26 23:21:49 transreid.train INFO: Epoch 98 done. Time per epoch: 68.644[s] Speed: 414.0[samples/s]
2024-04-26 23:22:00 transreid.train INFO: Epoch[99] Iter[5/81] Loss: 0.075, Acc: 0.998, Base Lr: 1.81e-04
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2024-04-26 23:22:58 transreid.train INFO: Epoch 99 done. Time per epoch: 68.619[s] Speed: 414.1[samples/s]
2024-04-26 23:23:08 transreid.train INFO: Epoch[100] Iter[5/81] Loss: 0.062, Acc: 0.998, Base Lr: 1.65e-04
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2024-04-26 23:24:06 transreid.train INFO: Epoch 100 done. Time per epoch: 67.592[s] Speed: 414.7[samples/s]
2024-04-26 23:24:16 transreid.train INFO: Epoch[101] Iter[5/81] Loss: 0.062, Acc: 0.998, Base Lr: 1.50e-04
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2024-04-26 23:25:14 transreid.train INFO: Epoch 101 done. Time per epoch: 68.435[s] Speed: 415.2[samples/s]
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2024-04-26 23:26:22 transreid.train INFO: Epoch 102 done. Time per epoch: 68.333[s] Speed: 415.8[samples/s]
2024-04-26 23:26:33 transreid.train INFO: Epoch[103] Iter[5/81] Loss: 0.076, Acc: 0.998, Base Lr: 1.21e-04
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2024-04-26 23:27:31 transreid.train INFO: Epoch 103 done. Time per epoch: 68.425[s] Speed: 415.3[samples/s]
2024-04-26 23:27:41 transreid.train INFO: Epoch[104] Iter[5/81] Loss: 0.063, Acc: 0.999, Base Lr: 1.08e-04
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2024-04-26 23:28:40 transreid.train INFO: Epoch 104 done. Time per epoch: 68.894[s] Speed: 412.5[samples/s]
2024-04-26 23:28:50 transreid.train INFO: Epoch[105] Iter[5/81] Loss: 0.064, Acc: 0.998, Base Lr: 9.60e-05
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2024-04-26 23:29:47 transreid.train INFO: Epoch 105 done. Time per epoch: 67.467[s] Speed: 415.5[samples/s]
2024-04-26 23:29:57 transreid.train INFO: Epoch[106] Iter[5/81] Loss: 0.065, Acc: 0.999, Base Lr: 8.43e-05
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2024-04-26 23:30:55 transreid.train INFO: Epoch 106 done. Time per epoch: 67.809[s] Speed: 419.1[samples/s]
2024-04-26 23:31:05 transreid.train INFO: Epoch[107] Iter[5/81] Loss: 0.064, Acc: 0.998, Base Lr: 7.35e-05
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2024-04-26 23:32:03 transreid.train INFO: Epoch 107 done. Time per epoch: 67.799[s] Speed: 419.1[samples/s]
2024-04-26 23:32:13 transreid.train INFO: Epoch[108] Iter[5/81] Loss: 0.062, Acc: 0.997, Base Lr: 6.34e-05
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2024-04-26 23:33:02 transreid.train INFO: Epoch[108] Iter[65/81] Loss: 0.045, Acc: 0.999, Base Lr: 6.34e-05
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2024-04-26 23:33:10 transreid.train INFO: Epoch 108 done. Time per epoch: 67.176[s] Speed: 417.3[samples/s]
2024-04-26 23:33:20 transreid.train INFO: Epoch[109] Iter[5/81] Loss: 0.060, Acc: 1.000, Base Lr: 5.41e-05
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2024-04-26 23:34:18 transreid.train INFO: Epoch 109 done. Time per epoch: 68.266[s] Speed: 416.3[samples/s]
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2024-04-26 23:35:26 transreid.train INFO: Epoch 110 done. Time per epoch: 67.440[s] Speed: 415.7[samples/s]
2024-04-26 23:35:36 transreid.train INFO: Epoch[111] Iter[5/81] Loss: 0.059, Acc: 0.999, Base Lr: 3.79e-05
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2024-04-26 23:36:33 transreid.train INFO: Epoch 111 done. Time per epoch: 67.543[s] Speed: 415.0[samples/s]
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2024-04-26 23:37:42 transreid.train INFO: Epoch 112 done. Time per epoch: 68.377[s] Speed: 415.6[samples/s]
2024-04-26 23:37:52 transreid.train INFO: Epoch[113] Iter[5/81] Loss: 0.055, Acc: 0.999, Base Lr: 2.49e-05
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2024-04-26 23:38:50 transreid.train INFO: Epoch 113 done. Time per epoch: 68.512[s] Speed: 414.8[samples/s]
2024-04-26 23:39:00 transreid.train INFO: Epoch[114] Iter[5/81] Loss: 0.060, Acc: 0.998, Base Lr: 1.95e-05
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2024-04-26 23:39:58 transreid.train INFO: Epoch 114 done. Time per epoch: 67.425[s] Speed: 415.8[samples/s]
2024-04-26 23:40:08 transreid.train INFO: Epoch[115] Iter[5/81] Loss: 0.066, Acc: 0.999, Base Lr: 1.50e-05
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2024-04-26 23:41:06 transreid.train INFO: Epoch 115 done. Time per epoch: 68.653[s] Speed: 413.9[samples/s]
2024-04-26 23:41:16 transreid.train INFO: Epoch[116] Iter[5/81] Loss: 0.055, Acc: 1.000, Base Lr: 1.14e-05
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2024-04-26 23:42:02 transreid.train INFO: Epoch[116] Iter[60/81] Loss: 0.046, Acc: 0.999, Base Lr: 1.14e-05
2024-04-26 23:42:06 transreid.train INFO: Epoch[116] Iter[65/81] Loss: 0.044, Acc: 0.999, Base Lr: 1.14e-05
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2024-04-26 23:42:15 transreid.train INFO: Epoch 116 done. Time per epoch: 68.682[s] Speed: 413.7[samples/s]
2024-04-26 23:42:25 transreid.train INFO: Epoch[117] Iter[5/81] Loss: 0.067, Acc: 0.999, Base Lr: 8.49e-06
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2024-04-26 23:43:24 transreid.train INFO: Epoch 117 done. Time per epoch: 68.897[s] Speed: 412.4[samples/s]
2024-04-26 23:43:34 transreid.train INFO: Epoch[118] Iter[5/81] Loss: 0.057, Acc: 0.999, Base Lr: 6.44e-06
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2024-04-26 23:44:20 transreid.train INFO: Epoch[118] Iter[60/81] Loss: 0.046, Acc: 0.999, Base Lr: 6.44e-06
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2024-04-26 23:44:32 transreid.train INFO: Epoch 118 done. Time per epoch: 68.423[s] Speed: 415.3[samples/s]
2024-04-26 23:44:42 transreid.train INFO: Epoch[119] Iter[5/81] Loss: 0.064, Acc: 0.999, Base Lr: 5.21e-06
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2024-04-26 23:45:03 transreid.train INFO: Epoch[119] Iter[30/81] Loss: 0.057, Acc: 0.999, Base Lr: 5.21e-06
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2024-04-26 23:45:28 transreid.train INFO: Epoch[119] Iter[60/81] Loss: 0.046, Acc: 0.999, Base Lr: 5.21e-06
2024-04-26 23:45:32 transreid.train INFO: Epoch[119] Iter[65/81] Loss: 0.044, Acc: 0.999, Base Lr: 5.21e-06
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2024-04-26 23:45:41 transreid.train INFO: Epoch 119 done. Time per epoch: 68.831[s] Speed: 412.8[samples/s]
2024-04-26 23:45:51 transreid.train INFO: Epoch[120] Iter[5/81] Loss: 0.071, Acc: 0.998, Base Lr: 4.80e-06
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2024-04-26 23:46:24 transreid.train INFO: Epoch[120] Iter[45/81] Loss: 0.055, Acc: 0.999, Base Lr: 4.80e-06
2024-04-26 23:46:29 transreid.train INFO: Epoch[120] Iter[50/81] Loss: 0.053, Acc: 0.999, Base Lr: 4.80e-06
2024-04-26 23:46:33 transreid.train INFO: Epoch[120] Iter[55/81] Loss: 0.051, Acc: 0.999, Base Lr: 4.80e-06
2024-04-26 23:46:37 transreid.train INFO: Epoch[120] Iter[60/81] Loss: 0.049, Acc: 0.999, Base Lr: 4.80e-06
2024-04-26 23:46:41 transreid.train INFO: Epoch[120] Iter[65/81] Loss: 0.047, Acc: 0.999, Base Lr: 4.80e-06
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2024-04-26 23:46:49 transreid.train INFO: Epoch 120 done. Time per epoch: 67.910[s] Speed: 412.8[samples/s]
2024-04-26 23:51:44 transreid.train INFO: Validation Results - Epoch: 120
2024-04-26 23:51:44 transreid.train INFO: mAP: 72.6%
2024-04-26 23:51:44 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-04-26 23:51:44 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-04-26 23:51:44 transreid.train INFO: CMC curve, Rank-10 :96.9%
