2024-05-06 22:12:32 transreid INFO: Saving model in the path :log/bs_exp/ConvNext_Base_MSMT17/256bs_lr0.0016_ep120_warm20_seed0
2024-05-06 22:12:32 transreid INFO: Loaded configuration file configs/msmt17/convnext_base.yml
2024-05-06 22:12:32 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: 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: convnext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ConvNext_Base.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/ConvNext_Base_MSMT17/256bs_lr0.0016_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0016
  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: 10
  GAMMA: 0.1
  IMS_PER_BATCH: 256
  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: 
2024-05-06 22:12:33 transreid.check INFO: Dataset statistics:
2024-05-06 22:12:33 transreid.check INFO:   ----------------------------------------
2024-05-06 22:12:33 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 22:12:33 transreid.check INFO:   ----------------------------------------
2024-05-06 22:12:33 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-06 22:12:33 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-06 22:12:33 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-06 22:12:33 transreid.check INFO:   ----------------------------------------
2024-05-06 22:12:38 transreid INFO: ===========using cosine learning rate=======
2024-05-06 22:12:38 transreid.train INFO: start training
2024-05-06 22:12:47 transreid.train INFO: Epoch[1] Iter[5/122] Loss: 23.080, Acc: 0.002, Base Lr: 9.52e-05
2024-05-06 22:12:51 transreid.train INFO: Epoch[1] Iter[10/122] Loss: 22.881, Acc: 0.002, Base Lr: 9.52e-05
2024-05-06 22:12:55 transreid.train INFO: Epoch[1] Iter[15/122] Loss: 22.805, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:00 transreid.train INFO: Epoch[1] Iter[20/122] Loss: 21.183, Acc: 0.002, Base Lr: 9.52e-05
2024-05-06 22:13:04 transreid.train INFO: Epoch[1] Iter[25/122] Loss: 19.767, Acc: 0.002, Base Lr: 9.52e-05
2024-05-06 22:13:09 transreid.train INFO: Epoch[1] Iter[30/122] Loss: 18.619, Acc: 0.002, Base Lr: 9.52e-05
2024-05-06 22:13:13 transreid.train INFO: Epoch[1] Iter[35/122] Loss: 17.487, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:17 transreid.train INFO: Epoch[1] Iter[40/122] Loss: 16.464, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:22 transreid.train INFO: Epoch[1] Iter[45/122] Loss: 15.594, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:26 transreid.train INFO: Epoch[1] Iter[50/122] Loss: 14.874, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:31 transreid.train INFO: Epoch[1] Iter[55/122] Loss: 14.269, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:35 transreid.train INFO: Epoch[1] Iter[60/122] Loss: 13.768, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:39 transreid.train INFO: Epoch[1] Iter[65/122] Loss: 13.337, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:44 transreid.train INFO: Epoch[1] Iter[70/122] Loss: 12.966, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:48 transreid.train INFO: Epoch[1] Iter[75/122] Loss: 12.642, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:53 transreid.train INFO: Epoch[1] Iter[80/122] Loss: 12.360, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:13:57 transreid.train INFO: Epoch[1] Iter[85/122] Loss: 12.109, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:01 transreid.train INFO: Epoch[1] Iter[90/122] Loss: 11.885, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:06 transreid.train INFO: Epoch[1] Iter[95/122] Loss: 11.686, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:10 transreid.train INFO: Epoch[1] Iter[100/122] Loss: 11.506, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:15 transreid.train INFO: Epoch[1] Iter[105/122] Loss: 11.342, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:19 transreid.train INFO: Epoch[1] Iter[110/122] Loss: 11.194, Acc: 0.001, Base Lr: 9.52e-05
2024-05-06 22:14:23 transreid.train INFO: Epoch 1 done. Time per epoch: 104.750[s] Speed: 278.6[samples/s]
2024-05-06 22:14:29 transreid.train INFO: Epoch[2] Iter[5/122] Loss: 8.001, Acc: 0.000, Base Lr: 1.74e-04
2024-05-06 22:14:33 transreid.train INFO: Epoch[2] Iter[10/122] Loss: 7.987, Acc: 0.002, Base Lr: 1.74e-04
2024-05-06 22:14:37 transreid.train INFO: Epoch[2] Iter[15/122] Loss: 7.985, Acc: 0.002, Base Lr: 1.74e-04
2024-05-06 22:14:42 transreid.train INFO: Epoch[2] Iter[20/122] Loss: 7.979, Acc: 0.003, Base Lr: 1.74e-04
2024-05-06 22:14:46 transreid.train INFO: Epoch[2] Iter[25/122] Loss: 7.970, Acc: 0.003, Base Lr: 1.74e-04
2024-05-06 22:14:51 transreid.train INFO: Epoch[2] Iter[30/122] Loss: 7.953, Acc: 0.004, Base Lr: 1.74e-04
2024-05-06 22:14:55 transreid.train INFO: Epoch[2] Iter[35/122] Loss: 7.945, Acc: 0.005, Base Lr: 1.74e-04
2024-05-06 22:14:59 transreid.train INFO: Epoch[2] Iter[40/122] Loss: 7.939, Acc: 0.005, Base Lr: 1.74e-04
2024-05-06 22:15:04 transreid.train INFO: Epoch[2] Iter[45/122] Loss: 7.932, Acc: 0.006, Base Lr: 1.74e-04
2024-05-06 22:15:08 transreid.train INFO: Epoch[2] Iter[50/122] Loss: 7.925, Acc: 0.007, Base Lr: 1.74e-04
2024-05-06 22:15:13 transreid.train INFO: Epoch[2] Iter[55/122] Loss: 7.919, Acc: 0.008, Base Lr: 1.74e-04
2024-05-06 22:15:17 transreid.train INFO: Epoch[2] Iter[60/122] Loss: 7.912, Acc: 0.010, Base Lr: 1.74e-04
2024-05-06 22:15:22 transreid.train INFO: Epoch[2] Iter[65/122] Loss: 7.906, Acc: 0.010, Base Lr: 1.74e-04
2024-05-06 22:15:26 transreid.train INFO: Epoch[2] Iter[70/122] Loss: 7.901, Acc: 0.011, Base Lr: 1.74e-04
2024-05-06 22:15:30 transreid.train INFO: Epoch[2] Iter[75/122] Loss: 7.896, Acc: 0.012, Base Lr: 1.74e-04
2024-05-06 22:15:35 transreid.train INFO: Epoch[2] Iter[80/122] Loss: 7.890, Acc: 0.015, Base Lr: 1.74e-04
2024-05-06 22:15:39 transreid.train INFO: Epoch[2] Iter[85/122] Loss: 7.885, Acc: 0.017, Base Lr: 1.74e-04
2024-05-06 22:15:44 transreid.train INFO: Epoch[2] Iter[90/122] Loss: 7.883, Acc: 0.020, Base Lr: 1.74e-04
2024-05-06 22:15:48 transreid.train INFO: Epoch[2] Iter[95/122] Loss: 7.880, Acc: 0.025, Base Lr: 1.74e-04
2024-05-06 22:15:52 transreid.train INFO: Epoch[2] Iter[100/122] Loss: 7.876, Acc: 0.030, Base Lr: 1.74e-04
2024-05-06 22:15:57 transreid.train INFO: Epoch[2] Iter[105/122] Loss: 7.873, Acc: 0.036, Base Lr: 1.74e-04
2024-05-06 22:16:01 transreid.train INFO: Epoch[2] Iter[110/122] Loss: 7.868, Acc: 0.044, Base Lr: 1.74e-04
2024-05-06 22:16:04 transreid.train INFO: Epoch 2 done. Time per epoch: 101.367[s] Speed: 285.4[samples/s]
2024-05-06 22:16:10 transreid.train INFO: Epoch[3] Iter[5/122] Loss: 7.712, Acc: 0.109, Base Lr: 2.54e-04
2024-05-06 22:16:14 transreid.train INFO: Epoch[3] Iter[10/122] Loss: 7.739, Acc: 0.095, Base Lr: 2.54e-04
2024-05-06 22:16:19 transreid.train INFO: Epoch[3] Iter[15/122] Loss: 7.737, Acc: 0.093, Base Lr: 2.54e-04
2024-05-06 22:16:23 transreid.train INFO: Epoch[3] Iter[20/122] Loss: 7.737, Acc: 0.093, Base Lr: 2.54e-04
2024-05-06 22:16:27 transreid.train INFO: Epoch[3] Iter[25/122] Loss: 7.735, Acc: 0.092, Base Lr: 2.54e-04
2024-05-06 22:16:32 transreid.train INFO: Epoch[3] Iter[30/122] Loss: 7.731, Acc: 0.100, Base Lr: 2.54e-04
2024-05-06 22:16:36 transreid.train INFO: Epoch[3] Iter[35/122] Loss: 7.733, Acc: 0.100, Base Lr: 2.54e-04
2024-05-06 22:16:41 transreid.train INFO: Epoch[3] Iter[40/122] Loss: 7.728, Acc: 0.103, Base Lr: 2.54e-04
2024-05-06 22:16:45 transreid.train INFO: Epoch[3] Iter[45/122] Loss: 7.724, Acc: 0.107, Base Lr: 2.54e-04
2024-05-06 22:16:50 transreid.train INFO: Epoch[3] Iter[50/122] Loss: 7.720, Acc: 0.109, Base Lr: 2.54e-04
2024-05-06 22:16:54 transreid.train INFO: Epoch[3] Iter[55/122] Loss: 7.712, Acc: 0.118, Base Lr: 2.54e-04
2024-05-06 22:16:58 transreid.train INFO: Epoch[3] Iter[60/122] Loss: 7.706, Acc: 0.127, Base Lr: 2.54e-04
2024-05-06 22:17:03 transreid.train INFO: Epoch[3] Iter[65/122] Loss: 7.702, Acc: 0.134, Base Lr: 2.54e-04
2024-05-06 22:17:07 transreid.train INFO: Epoch[3] Iter[70/122] Loss: 7.694, Acc: 0.141, Base Lr: 2.54e-04
2024-05-06 22:17:12 transreid.train INFO: Epoch[3] Iter[75/122] Loss: 7.689, Acc: 0.150, Base Lr: 2.54e-04
2024-05-06 22:17:16 transreid.train INFO: Epoch[3] Iter[80/122] Loss: 7.687, Acc: 0.157, Base Lr: 2.54e-04
2024-05-06 22:17:20 transreid.train INFO: Epoch[3] Iter[85/122] Loss: 7.681, Acc: 0.170, Base Lr: 2.54e-04
2024-05-06 22:17:25 transreid.train INFO: Epoch[3] Iter[90/122] Loss: 7.676, Acc: 0.180, Base Lr: 2.54e-04
2024-05-06 22:17:29 transreid.train INFO: Epoch[3] Iter[95/122] Loss: 7.672, Acc: 0.193, Base Lr: 2.54e-04
2024-05-06 22:17:34 transreid.train INFO: Epoch[3] Iter[100/122] Loss: 7.665, Acc: 0.208, Base Lr: 2.54e-04
2024-05-06 22:17:38 transreid.train INFO: Epoch[3] Iter[105/122] Loss: 7.660, Acc: 0.224, Base Lr: 2.54e-04
2024-05-06 22:17:43 transreid.train INFO: Epoch[3] Iter[110/122] Loss: 7.654, Acc: 0.241, Base Lr: 2.54e-04
2024-05-06 22:17:45 transreid.train INFO: Epoch 3 done. Time per epoch: 101.264[s] Speed: 285.7[samples/s]
2024-05-06 22:17:51 transreid.train INFO: Epoch[4] Iter[5/122] Loss: 7.563, Acc: 0.152, Base Lr: 3.33e-04
2024-05-06 22:17:56 transreid.train INFO: Epoch[4] Iter[10/122] Loss: 7.560, Acc: 0.148, Base Lr: 3.33e-04
2024-05-06 22:18:00 transreid.train INFO: Epoch[4] Iter[15/122] Loss: 7.561, Acc: 0.152, Base Lr: 3.33e-04
2024-05-06 22:18:04 transreid.train INFO: Epoch[4] Iter[20/122] Loss: 7.557, Acc: 0.150, Base Lr: 3.33e-04
2024-05-06 22:18:09 transreid.train INFO: Epoch[4] Iter[25/122] Loss: 7.549, Acc: 0.149, Base Lr: 3.33e-04
2024-05-06 22:18:13 transreid.train INFO: Epoch[4] Iter[30/122] Loss: 7.536, Acc: 0.156, Base Lr: 3.33e-04
2024-05-06 22:18:18 transreid.train INFO: Epoch[4] Iter[35/122] Loss: 7.526, Acc: 0.159, Base Lr: 3.33e-04
2024-05-06 22:18:22 transreid.train INFO: Epoch[4] Iter[40/122] Loss: 7.524, Acc: 0.160, Base Lr: 3.33e-04
2024-05-06 22:18:27 transreid.train INFO: Epoch[4] Iter[45/122] Loss: 7.516, Acc: 0.164, Base Lr: 3.33e-04
2024-05-06 22:18:31 transreid.train INFO: Epoch[4] Iter[50/122] Loss: 7.509, Acc: 0.166, Base Lr: 3.33e-04
2024-05-06 22:18:35 transreid.train INFO: Epoch[4] Iter[55/122] Loss: 7.507, Acc: 0.169, Base Lr: 3.33e-04
2024-05-06 22:18:40 transreid.train INFO: Epoch[4] Iter[60/122] Loss: 7.499, Acc: 0.174, Base Lr: 3.33e-04
2024-05-06 22:18:44 transreid.train INFO: Epoch[4] Iter[65/122] Loss: 7.494, Acc: 0.182, Base Lr: 3.33e-04
2024-05-06 22:18:49 transreid.train INFO: Epoch[4] Iter[70/122] Loss: 7.487, Acc: 0.189, Base Lr: 3.33e-04
2024-05-06 22:18:53 transreid.train INFO: Epoch[4] Iter[75/122] Loss: 7.480, Acc: 0.193, Base Lr: 3.33e-04
2024-05-06 22:18:58 transreid.train INFO: Epoch[4] Iter[80/122] Loss: 7.475, Acc: 0.202, Base Lr: 3.33e-04
2024-05-06 22:19:02 transreid.train INFO: Epoch[4] Iter[85/122] Loss: 7.465, Acc: 0.215, Base Lr: 3.33e-04
2024-05-06 22:19:07 transreid.train INFO: Epoch[4] Iter[90/122] Loss: 7.459, Acc: 0.224, Base Lr: 3.33e-04
2024-05-06 22:19:11 transreid.train INFO: Epoch[4] Iter[95/122] Loss: 7.449, Acc: 0.240, Base Lr: 3.33e-04
2024-05-06 22:19:15 transreid.train INFO: Epoch[4] Iter[100/122] Loss: 7.441, Acc: 0.253, Base Lr: 3.33e-04
2024-05-06 22:19:20 transreid.train INFO: Epoch[4] Iter[105/122] Loss: 7.431, Acc: 0.271, Base Lr: 3.33e-04
2024-05-06 22:19:24 transreid.train INFO: Epoch[4] Iter[110/122] Loss: 7.416, Acc: 0.290, Base Lr: 3.33e-04
2024-05-06 22:19:28 transreid.train INFO: Epoch 4 done. Time per epoch: 102.650[s] Speed: 284.3[samples/s]
2024-05-06 22:19:34 transreid.train INFO: Epoch[5] Iter[5/122] Loss: 7.307, Acc: 0.177, Base Lr: 4.12e-04
2024-05-06 22:19:38 transreid.train INFO: Epoch[5] Iter[10/122] Loss: 7.315, Acc: 0.171, Base Lr: 4.12e-04
2024-05-06 22:19:43 transreid.train INFO: Epoch[5] Iter[15/122] Loss: 7.302, Acc: 0.169, Base Lr: 4.12e-04
2024-05-06 22:19:47 transreid.train INFO: Epoch[5] Iter[20/122] Loss: 7.306, Acc: 0.170, Base Lr: 4.12e-04
2024-05-06 22:19:52 transreid.train INFO: Epoch[5] Iter[25/122] Loss: 7.304, Acc: 0.169, Base Lr: 4.12e-04
2024-05-06 22:19:56 transreid.train INFO: Epoch[5] Iter[30/122] Loss: 7.303, Acc: 0.168, Base Lr: 4.12e-04
2024-05-06 22:20:00 transreid.train INFO: Epoch[5] Iter[35/122] Loss: 7.294, Acc: 0.166, Base Lr: 4.12e-04
2024-05-06 22:20:05 transreid.train INFO: Epoch[5] Iter[40/122] Loss: 7.295, Acc: 0.169, Base Lr: 4.12e-04
2024-05-06 22:20:09 transreid.train INFO: Epoch[5] Iter[45/122] Loss: 7.294, Acc: 0.170, Base Lr: 4.12e-04
2024-05-06 22:20:14 transreid.train INFO: Epoch[5] Iter[50/122] Loss: 7.283, Acc: 0.174, Base Lr: 4.12e-04
2024-05-06 22:20:18 transreid.train INFO: Epoch[5] Iter[55/122] Loss: 7.272, Acc: 0.179, Base Lr: 4.12e-04
2024-05-06 22:20:23 transreid.train INFO: Epoch[5] Iter[60/122] Loss: 7.262, Acc: 0.184, Base Lr: 4.12e-04
2024-05-06 22:20:27 transreid.train INFO: Epoch[5] Iter[65/122] Loss: 7.248, Acc: 0.190, Base Lr: 4.12e-04
2024-05-06 22:20:31 transreid.train INFO: Epoch[5] Iter[70/122] Loss: 7.239, Acc: 0.199, Base Lr: 4.12e-04
2024-05-06 22:20:36 transreid.train INFO: Epoch[5] Iter[75/122] Loss: 7.230, Acc: 0.206, Base Lr: 4.12e-04
2024-05-06 22:20:40 transreid.train INFO: Epoch[5] Iter[80/122] Loss: 7.216, Acc: 0.215, Base Lr: 4.12e-04
2024-05-06 22:20:45 transreid.train INFO: Epoch[5] Iter[85/122] Loss: 7.204, Acc: 0.225, Base Lr: 4.12e-04
2024-05-06 22:20:49 transreid.train INFO: Epoch[5] Iter[90/122] Loss: 7.190, Acc: 0.237, Base Lr: 4.12e-04
2024-05-06 22:20:54 transreid.train INFO: Epoch[5] Iter[95/122] Loss: 7.175, Acc: 0.251, Base Lr: 4.12e-04
2024-05-06 22:20:58 transreid.train INFO: Epoch[5] Iter[100/122] Loss: 7.158, Acc: 0.266, Base Lr: 4.12e-04
2024-05-06 22:21:02 transreid.train INFO: Epoch[5] Iter[105/122] Loss: 7.139, Acc: 0.287, Base Lr: 4.12e-04
2024-05-06 22:21:07 transreid.train INFO: Epoch[5] Iter[110/122] Loss: 7.115, Acc: 0.309, Base Lr: 4.12e-04
2024-05-06 22:21:11 transreid.train INFO: Epoch 5 done. Time per epoch: 102.597[s] Speed: 284.5[samples/s]
2024-05-06 22:21:17 transreid.train INFO: Epoch[6] Iter[5/122] Loss: 7.113, Acc: 0.144, Base Lr: 4.91e-04
2024-05-06 22:21:21 transreid.train INFO: Epoch[6] Iter[10/122] Loss: 7.082, Acc: 0.153, Base Lr: 4.91e-04
2024-05-06 22:21:26 transreid.train INFO: Epoch[6] Iter[15/122] Loss: 7.076, Acc: 0.154, Base Lr: 4.91e-04
2024-05-06 22:21:30 transreid.train INFO: Epoch[6] Iter[20/122] Loss: 7.051, Acc: 0.149, Base Lr: 4.91e-04
2024-05-06 22:21:34 transreid.train INFO: Epoch[6] Iter[25/122] Loss: 7.043, Acc: 0.155, Base Lr: 4.91e-04
2024-05-06 22:21:39 transreid.train INFO: Epoch[6] Iter[30/122] Loss: 7.035, Acc: 0.154, Base Lr: 4.91e-04
2024-05-06 22:21:43 transreid.train INFO: Epoch[6] Iter[35/122] Loss: 7.035, Acc: 0.154, Base Lr: 4.91e-04
2024-05-06 22:21:48 transreid.train INFO: Epoch[6] Iter[40/122] Loss: 7.027, Acc: 0.154, Base Lr: 4.91e-04
2024-05-06 22:21:52 transreid.train INFO: Epoch[6] Iter[45/122] Loss: 7.007, Acc: 0.161, Base Lr: 4.91e-04
2024-05-06 22:21:56 transreid.train INFO: Epoch[6] Iter[50/122] Loss: 6.996, Acc: 0.163, Base Lr: 4.91e-04
2024-05-06 22:22:01 transreid.train INFO: Epoch[6] Iter[55/122] Loss: 6.982, Acc: 0.170, Base Lr: 4.91e-04
2024-05-06 22:22:05 transreid.train INFO: Epoch[6] Iter[60/122] Loss: 6.969, Acc: 0.175, Base Lr: 4.91e-04
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2024-05-06 22:22:53 transreid.train INFO: Epoch 6 done. Time per epoch: 102.669[s] Speed: 284.3[samples/s]
2024-05-06 22:22:59 transreid.train INFO: Epoch[7] Iter[5/122] Loss: 6.788, Acc: 0.141, Base Lr: 5.70e-04
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2024-05-06 22:24:36 transreid.train INFO: Epoch 7 done. Time per epoch: 103.066[s] Speed: 283.2[samples/s]
2024-05-06 22:24:42 transreid.train INFO: Epoch[8] Iter[5/122] Loss: 6.373, Acc: 0.138, Base Lr: 6.50e-04
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2024-05-06 22:26:19 transreid.train INFO: Epoch 8 done. Time per epoch: 102.970[s] Speed: 283.4[samples/s]
2024-05-06 22:26:25 transreid.train INFO: Epoch[9] Iter[5/122] Loss: 6.089, Acc: 0.127, Base Lr: 7.29e-04
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2024-05-06 22:28:02 transreid.train INFO: Epoch 9 done. Time per epoch: 102.824[s] Speed: 283.8[samples/s]
2024-05-06 22:28:08 transreid.train INFO: Epoch[10] Iter[5/122] Loss: 5.823, Acc: 0.155, Base Lr: 8.08e-04
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2024-05-06 22:29:01 transreid.train INFO: Epoch[10] Iter[65/122] Loss: 5.356, Acc: 0.221, Base Lr: 8.08e-04
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2024-05-06 22:29:45 transreid.train INFO: Epoch 10 done. Time per epoch: 102.668[s] Speed: 284.3[samples/s]
2024-05-06 22:34:38 transreid.train INFO: Validation Results - Epoch: 10
2024-05-06 22:34:38 transreid.train INFO: mAP: 65.0%
2024-05-06 22:34:38 transreid.train INFO: CMC curve, Rank-1  :84.3%
2024-05-06 22:34:38 transreid.train INFO: CMC curve, Rank-5  :91.9%
2024-05-06 22:34:38 transreid.train INFO: CMC curve, Rank-10 :93.7%
2024-05-06 22:34:45 transreid.train INFO: Epoch[11] Iter[5/122] Loss: 5.257, Acc: 0.208, Base Lr: 8.87e-04
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2024-05-06 22:35:12 transreid.train INFO: Epoch[11] Iter[35/122] Loss: 5.179, Acc: 0.212, Base Lr: 8.87e-04
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2024-05-06 22:36:22 transreid.train INFO: Epoch 11 done. Time per epoch: 103.773[s] Speed: 281.2[samples/s]
2024-05-06 22:36:29 transreid.train INFO: Epoch[12] Iter[5/122] Loss: 4.913, Acc: 0.220, Base Lr: 9.66e-04
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2024-05-06 22:38:06 transreid.train INFO: Epoch 12 done. Time per epoch: 104.381[s] Speed: 279.6[samples/s]
2024-05-06 22:38:14 transreid.train INFO: Epoch[13] Iter[5/122] Loss: 4.727, Acc: 0.270, Base Lr: 1.05e-03
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2024-05-06 22:41:36 transreid.train INFO: Epoch 14 done. Time per epoch: 104.799[s] Speed: 278.5[samples/s]
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2024-05-06 22:43:21 transreid.train INFO: Epoch 15 done. Time per epoch: 104.424[s] Speed: 279.5[samples/s]
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2024-05-06 22:45:04 transreid.train INFO: Epoch 16 done. Time per epoch: 103.342[s] Speed: 279.9[samples/s]
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2024-05-06 22:46:48 transreid.train INFO: Epoch 17 done. Time per epoch: 104.148[s] Speed: 280.2[samples/s]
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2024-05-06 22:48:32 transreid.train INFO: Epoch 18 done. Time per epoch: 103.681[s] Speed: 279.0[samples/s]
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2024-05-06 22:50:16 transreid.train INFO: Epoch 19 done. Time per epoch: 104.406[s] Speed: 279.5[samples/s]
2024-05-06 22:50:24 transreid.train INFO: Epoch[20] Iter[5/122] Loss: 2.227, Acc: 0.685, Base Lr: 1.49e-03
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2024-05-06 22:52:00 transreid.train INFO: Epoch 20 done. Time per epoch: 103.536[s] Speed: 279.4[samples/s]
2024-05-06 22:56:57 transreid.train INFO: Validation Results - Epoch: 20
2024-05-06 22:56:57 transreid.train INFO: mAP: 67.1%
2024-05-06 22:56:57 transreid.train INFO: CMC curve, Rank-1  :85.7%
2024-05-06 22:56:57 transreid.train INFO: CMC curve, Rank-5  :92.8%
2024-05-06 22:56:57 transreid.train INFO: CMC curve, Rank-10 :94.6%
2024-05-06 22:57:05 transreid.train INFO: Epoch[21] Iter[5/122] Loss: 1.925, Acc: 0.765, Base Lr: 1.48e-03
2024-05-06 22:57:10 transreid.train INFO: Epoch[21] Iter[10/122] Loss: 1.904, Acc: 0.755, Base Lr: 1.48e-03
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2024-05-06 22:58:03 transreid.train INFO: Epoch[21] Iter[70/122] Loss: 1.498, Acc: 0.848, Base Lr: 1.48e-03
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2024-05-06 22:58:43 transreid.train INFO: Epoch 21 done. Time per epoch: 106.235[s] Speed: 277.1[samples/s]
2024-05-06 22:58:52 transreid.train INFO: Epoch[22] Iter[5/122] Loss: 1.707, Acc: 0.779, Base Lr: 1.47e-03
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2024-05-06 23:00:28 transreid.train INFO: Epoch 22 done. Time per epoch: 104.657[s] Speed: 276.4[samples/s]
2024-05-06 23:00:36 transreid.train INFO: Epoch[23] Iter[5/122] Loss: 1.575, Acc: 0.803, Base Lr: 1.46e-03
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2024-05-06 23:02:12 transreid.train INFO: Epoch 23 done. Time per epoch: 104.183[s] Speed: 277.7[samples/s]
2024-05-06 23:02:21 transreid.train INFO: Epoch[24] Iter[5/122] Loss: 1.455, Acc: 0.826, Base Lr: 1.45e-03
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2024-05-06 23:03:00 transreid.train INFO: Epoch[24] Iter[50/122] Loss: 1.085, Acc: 0.899, Base Lr: 1.45e-03
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2024-05-06 23:03:57 transreid.train INFO: Epoch 24 done. Time per epoch: 105.302[s] Speed: 277.1[samples/s]
2024-05-06 23:04:06 transreid.train INFO: Epoch[25] Iter[5/122] Loss: 1.236, Acc: 0.860, Base Lr: 1.44e-03
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2024-05-06 23:05:42 transreid.train INFO: Epoch 25 done. Time per epoch: 105.161[s] Speed: 277.5[samples/s]
2024-05-06 23:05:51 transreid.train INFO: Epoch[26] Iter[5/122] Loss: 1.138, Acc: 0.885, Base Lr: 1.42e-03
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2024-05-06 23:07:27 transreid.train INFO: Epoch 26 done. Time per epoch: 104.892[s] Speed: 275.8[samples/s]
2024-05-06 23:07:36 transreid.train INFO: Epoch[27] Iter[5/122] Loss: 0.890, Acc: 0.927, Base Lr: 1.41e-03
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2024-05-06 23:09:12 transreid.train INFO: Epoch 27 done. Time per epoch: 104.639[s] Speed: 276.5[samples/s]
2024-05-06 23:09:21 transreid.train INFO: Epoch[28] Iter[5/122] Loss: 0.746, Acc: 0.942, Base Lr: 1.39e-03
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2024-05-06 23:10:58 transreid.train INFO: Epoch 28 done. Time per epoch: 105.718[s] Speed: 276.1[samples/s]
2024-05-06 23:11:06 transreid.train INFO: Epoch[29] Iter[5/122] Loss: 0.768, Acc: 0.934, Base Lr: 1.38e-03
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2024-05-06 23:12:42 transreid.train INFO: Epoch 29 done. Time per epoch: 104.609[s] Speed: 276.5[samples/s]
2024-05-06 23:12:51 transreid.train INFO: Epoch[30] Iter[5/122] Loss: 0.707, Acc: 0.948, Base Lr: 1.37e-03
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2024-05-06 23:13:48 transreid.train INFO: Epoch[30] Iter[70/122] Loss: 0.494, Acc: 0.970, Base Lr: 1.37e-03
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2024-05-06 23:14:27 transreid.train INFO: Epoch 30 done. Time per epoch: 104.427[s] Speed: 277.0[samples/s]
2024-05-06 23:19:24 transreid.train INFO: Validation Results - Epoch: 30
2024-05-06 23:19:24 transreid.train INFO: mAP: 67.9%
2024-05-06 23:19:24 transreid.train INFO: CMC curve, Rank-1  :86.2%
2024-05-06 23:19:24 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-05-06 23:19:24 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-05-06 23:19:33 transreid.train INFO: Epoch[31] Iter[5/122] Loss: 0.620, Acc: 0.943, Base Lr: 1.35e-03
2024-05-06 23:19:37 transreid.train INFO: Epoch[31] Iter[10/122] Loss: 0.589, Acc: 0.952, Base Lr: 1.35e-03
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2024-05-06 23:19:50 transreid.train INFO: Epoch[31] Iter[25/122] Loss: 0.525, Acc: 0.965, Base Lr: 1.35e-03
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2024-05-06 23:19:59 transreid.train INFO: Epoch[31] Iter[35/122] Loss: 0.507, Acc: 0.966, Base Lr: 1.35e-03
2024-05-06 23:20:03 transreid.train INFO: Epoch[31] Iter[40/122] Loss: 0.501, Acc: 0.968, Base Lr: 1.35e-03
2024-05-06 23:20:07 transreid.train INFO: Epoch[31] Iter[45/122] Loss: 0.491, Acc: 0.969, Base Lr: 1.35e-03
2024-05-06 23:20:12 transreid.train INFO: Epoch[31] Iter[50/122] Loss: 0.482, Acc: 0.970, Base Lr: 1.35e-03
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2024-05-06 23:21:00 transreid.train INFO: Epoch[31] Iter[105/122] Loss: 0.380, Acc: 0.980, Base Lr: 1.35e-03
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2024-05-06 23:21:08 transreid.train INFO: Epoch 31 done. Time per epoch: 103.743[s] Speed: 278.8[samples/s]
2024-05-06 23:21:16 transreid.train INFO: Epoch[32] Iter[5/122] Loss: 0.517, Acc: 0.966, Base Lr: 1.34e-03
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2024-05-06 23:21:43 transreid.train INFO: Epoch[32] Iter[35/122] Loss: 0.482, Acc: 0.970, Base Lr: 1.34e-03
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2024-05-06 23:21:56 transreid.train INFO: Epoch[32] Iter[50/122] Loss: 0.440, Acc: 0.976, Base Lr: 1.34e-03
2024-05-06 23:22:00 transreid.train INFO: Epoch[32] Iter[55/122] Loss: 0.426, Acc: 0.977, Base Lr: 1.34e-03
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2024-05-06 23:22:53 transreid.train INFO: Epoch 32 done. Time per epoch: 105.446[s] Speed: 276.8[samples/s]
2024-05-06 23:23:02 transreid.train INFO: Epoch[33] Iter[5/122] Loss: 0.630, Acc: 0.947, Base Lr: 1.32e-03
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2024-05-06 23:24:39 transreid.train INFO: Epoch 33 done. Time per epoch: 105.882[s] Speed: 275.6[samples/s]
2024-05-06 23:24:48 transreid.train INFO: Epoch[34] Iter[5/122] Loss: 0.482, Acc: 0.967, Base Lr: 1.30e-03
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2024-05-06 23:26:25 transreid.train INFO: Epoch 34 done. Time per epoch: 106.123[s] Speed: 275.0[samples/s]
2024-05-06 23:26:34 transreid.train INFO: Epoch[35] Iter[5/122] Loss: 0.501, Acc: 0.951, Base Lr: 1.29e-03
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2024-05-06 23:28:10 transreid.train INFO: Epoch 35 done. Time per epoch: 104.504[s] Speed: 276.8[samples/s]
2024-05-06 23:28:18 transreid.train INFO: Epoch[36] Iter[5/122] Loss: 0.416, Acc: 0.973, Base Lr: 1.27e-03
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2024-05-06 23:29:55 transreid.train INFO: Epoch 36 done. Time per epoch: 105.371[s] Speed: 277.0[samples/s]
2024-05-06 23:30:04 transreid.train INFO: Epoch[37] Iter[5/122] Loss: 0.418, Acc: 0.973, Base Lr: 1.25e-03
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2024-05-06 23:31:41 transreid.train INFO: Epoch 37 done. Time per epoch: 105.578[s] Speed: 276.4[samples/s]
2024-05-06 23:31:50 transreid.train INFO: Epoch[38] Iter[5/122] Loss: 0.397, Acc: 0.975, Base Lr: 1.24e-03
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2024-05-06 23:33:26 transreid.train INFO: Epoch 38 done. Time per epoch: 105.726[s] Speed: 276.0[samples/s]
2024-05-06 23:33:35 transreid.train INFO: Epoch[39] Iter[5/122] Loss: 0.305, Acc: 0.988, Base Lr: 1.22e-03
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2024-05-06 23:35:03 transreid.train INFO: Epoch[39] Iter[105/122] Loss: 0.209, Acc: 0.992, Base Lr: 1.22e-03
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2024-05-06 23:35:11 transreid.train INFO: Epoch 39 done. Time per epoch: 105.054[s] Speed: 275.4[samples/s]
2024-05-06 23:35:20 transreid.train INFO: Epoch[40] Iter[5/122] Loss: 0.343, Acc: 0.977, Base Lr: 1.20e-03
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2024-05-06 23:36:22 transreid.train INFO: Epoch[40] Iter[75/122] Loss: 0.223, Acc: 0.993, Base Lr: 1.20e-03
2024-05-06 23:36:26 transreid.train INFO: Epoch[40] Iter[80/122] Loss: 0.218, Acc: 0.993, Base Lr: 1.20e-03
2024-05-06 23:36:31 transreid.train INFO: Epoch[40] Iter[85/122] Loss: 0.214, Acc: 0.993, Base Lr: 1.20e-03
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2024-05-06 23:36:40 transreid.train INFO: Epoch[40] Iter[95/122] Loss: 0.208, Acc: 0.993, Base Lr: 1.20e-03
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2024-05-06 23:36:57 transreid.train INFO: Epoch 40 done. Time per epoch: 105.936[s] Speed: 275.5[samples/s]
2024-05-06 23:41:56 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 23:41:56 transreid.train INFO: mAP: 68.5%
2024-05-06 23:41:56 transreid.train INFO: CMC curve, Rank-1  :86.9%
2024-05-06 23:41:56 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-05-06 23:41:56 transreid.train INFO: CMC curve, Rank-10 :94.7%
2024-05-06 23:42:05 transreid.train INFO: Epoch[41] Iter[5/122] Loss: 0.293, Acc: 0.987, Base Lr: 1.18e-03
2024-05-06 23:42:09 transreid.train INFO: Epoch[41] Iter[10/122] Loss: 0.282, Acc: 0.984, Base Lr: 1.18e-03
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2024-05-06 23:42:18 transreid.train INFO: Epoch[41] Iter[20/122] Loss: 0.279, Acc: 0.988, Base Lr: 1.18e-03
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2024-05-06 23:42:31 transreid.train INFO: Epoch[41] Iter[35/122] Loss: 0.259, Acc: 0.989, Base Lr: 1.18e-03
2024-05-06 23:42:35 transreid.train INFO: Epoch[41] Iter[40/122] Loss: 0.249, Acc: 0.989, Base Lr: 1.18e-03
2024-05-06 23:42:40 transreid.train INFO: Epoch[41] Iter[45/122] Loss: 0.241, Acc: 0.990, Base Lr: 1.18e-03
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2024-05-06 23:42:53 transreid.train INFO: Epoch[41] Iter[60/122] Loss: 0.225, Acc: 0.992, Base Lr: 1.18e-03
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2024-05-06 23:43:02 transreid.train INFO: Epoch[41] Iter[70/122] Loss: 0.217, Acc: 0.992, Base Lr: 1.18e-03
2024-05-06 23:43:06 transreid.train INFO: Epoch[41] Iter[75/122] Loss: 0.211, Acc: 0.993, Base Lr: 1.18e-03
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2024-05-06 23:43:28 transreid.train INFO: Epoch[41] Iter[100/122] Loss: 0.188, Acc: 0.993, Base Lr: 1.18e-03
2024-05-06 23:43:32 transreid.train INFO: Epoch[41] Iter[105/122] Loss: 0.184, Acc: 0.993, Base Lr: 1.18e-03
2024-05-06 23:43:37 transreid.train INFO: Epoch[41] Iter[110/122] Loss: 0.180, Acc: 0.994, Base Lr: 1.18e-03
2024-05-06 23:43:40 transreid.train INFO: Epoch 41 done. Time per epoch: 104.335[s] Speed: 277.3[samples/s]
2024-05-06 23:43:49 transreid.train INFO: Epoch[42] Iter[5/122] Loss: 0.271, Acc: 0.987, Base Lr: 1.16e-03
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2024-05-06 23:44:20 transreid.train INFO: Epoch[42] Iter[40/122] Loss: 0.219, Acc: 0.992, Base Lr: 1.16e-03
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2024-05-06 23:44:37 transreid.train INFO: Epoch[42] Iter[60/122] Loss: 0.207, Acc: 0.993, Base Lr: 1.16e-03
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2024-05-06 23:44:46 transreid.train INFO: Epoch[42] Iter[70/122] Loss: 0.196, Acc: 0.993, Base Lr: 1.16e-03
2024-05-06 23:44:51 transreid.train INFO: Epoch[42] Iter[75/122] Loss: 0.194, Acc: 0.993, Base Lr: 1.16e-03
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2024-05-06 23:45:13 transreid.train INFO: Epoch[42] Iter[100/122] Loss: 0.179, Acc: 0.994, Base Lr: 1.16e-03
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2024-05-06 23:45:25 transreid.train INFO: Epoch 42 done. Time per epoch: 105.344[s] Speed: 277.0[samples/s]
2024-05-06 23:45:34 transreid.train INFO: Epoch[43] Iter[5/122] Loss: 0.258, Acc: 0.988, Base Lr: 1.15e-03
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2024-05-06 23:46:05 transreid.train INFO: Epoch[43] Iter[40/122] Loss: 0.221, Acc: 0.992, Base Lr: 1.15e-03
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2024-05-06 23:46:18 transreid.train INFO: Epoch[43] Iter[55/122] Loss: 0.208, Acc: 0.992, Base Lr: 1.15e-03
2024-05-06 23:46:23 transreid.train INFO: Epoch[43] Iter[60/122] Loss: 0.206, Acc: 0.993, Base Lr: 1.15e-03
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2024-05-06 23:46:58 transreid.train INFO: Epoch[43] Iter[100/122] Loss: 0.180, Acc: 0.994, Base Lr: 1.15e-03
2024-05-06 23:47:02 transreid.train INFO: Epoch[43] Iter[105/122] Loss: 0.176, Acc: 0.994, Base Lr: 1.15e-03
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2024-05-06 23:47:11 transreid.train INFO: Epoch 43 done. Time per epoch: 105.694[s] Speed: 276.1[samples/s]
2024-05-06 23:47:20 transreid.train INFO: Epoch[44] Iter[5/122] Loss: 0.252, Acc: 0.980, Base Lr: 1.13e-03
2024-05-06 23:47:25 transreid.train INFO: Epoch[44] Iter[10/122] Loss: 0.215, Acc: 0.986, Base Lr: 1.13e-03
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2024-05-06 23:48:22 transreid.train INFO: Epoch[44] Iter[75/122] Loss: 0.171, Acc: 0.994, Base Lr: 1.13e-03
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2024-05-06 23:48:40 transreid.train INFO: Epoch[44] Iter[95/122] Loss: 0.159, Acc: 0.995, Base Lr: 1.13e-03
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2024-05-06 23:48:57 transreid.train INFO: Epoch 44 done. Time per epoch: 105.912[s] Speed: 275.5[samples/s]
2024-05-06 23:49:06 transreid.train INFO: Epoch[45] Iter[5/122] Loss: 0.252, Acc: 0.985, Base Lr: 1.11e-03
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2024-05-06 23:50:42 transreid.train INFO: Epoch 45 done. Time per epoch: 105.205[s] Speed: 275.0[samples/s]
2024-05-06 23:50:51 transreid.train INFO: Epoch[46] Iter[5/122] Loss: 0.238, Acc: 0.987, Base Lr: 1.09e-03
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2024-05-06 23:52:28 transreid.train INFO: Epoch 46 done. Time per epoch: 106.183[s] Speed: 274.8[samples/s]
2024-05-06 23:52:37 transreid.train INFO: Epoch[47] Iter[5/122] Loss: 0.264, Acc: 0.983, Base Lr: 1.07e-03
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2024-05-06 23:53:39 transreid.train INFO: Epoch[47] Iter[75/122] Loss: 0.150, Acc: 0.995, Base Lr: 1.07e-03
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2024-05-06 23:54:01 transreid.train INFO: Epoch[47] Iter[100/122] Loss: 0.135, Acc: 0.996, Base Lr: 1.07e-03
2024-05-06 23:54:06 transreid.train INFO: Epoch[47] Iter[105/122] Loss: 0.134, Acc: 0.996, Base Lr: 1.07e-03
2024-05-06 23:54:10 transreid.train INFO: Epoch[47] Iter[110/122] Loss: 0.131, Acc: 0.996, Base Lr: 1.07e-03
2024-05-06 23:54:14 transreid.train INFO: Epoch 47 done. Time per epoch: 105.180[s] Speed: 275.0[samples/s]
2024-05-06 23:54:23 transreid.train INFO: Epoch[48] Iter[5/122] Loss: 0.202, Acc: 0.990, Base Lr: 1.05e-03
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2024-05-06 23:55:25 transreid.train INFO: Epoch[48] Iter[75/122] Loss: 0.145, Acc: 0.996, Base Lr: 1.05e-03
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2024-05-06 23:55:47 transreid.train INFO: Epoch[48] Iter[100/122] Loss: 0.131, Acc: 0.996, Base Lr: 1.05e-03
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2024-05-06 23:56:00 transreid.train INFO: Epoch 48 done. Time per epoch: 106.254[s] Speed: 274.7[samples/s]
2024-05-06 23:56:09 transreid.train INFO: Epoch[49] Iter[5/122] Loss: 0.221, Acc: 0.992, Base Lr: 1.03e-03
2024-05-06 23:56:13 transreid.train INFO: Epoch[49] Iter[10/122] Loss: 0.201, Acc: 0.994, Base Lr: 1.03e-03
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2024-05-06 23:56:40 transreid.train INFO: Epoch[49] Iter[40/122] Loss: 0.167, Acc: 0.995, Base Lr: 1.03e-03
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2024-05-06 23:57:11 transreid.train INFO: Epoch[49] Iter[75/122] Loss: 0.142, Acc: 0.996, Base Lr: 1.03e-03
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2024-05-06 23:57:33 transreid.train INFO: Epoch[49] Iter[100/122] Loss: 0.130, Acc: 0.996, Base Lr: 1.03e-03
2024-05-06 23:57:38 transreid.train INFO: Epoch[49] Iter[105/122] Loss: 0.127, Acc: 0.996, Base Lr: 1.03e-03
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2024-05-06 23:57:45 transreid.train INFO: Epoch 49 done. Time per epoch: 105.572[s] Speed: 274.0[samples/s]
2024-05-06 23:57:54 transreid.train INFO: Epoch[50] Iter[5/122] Loss: 0.195, Acc: 0.993, Base Lr: 1.01e-03
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2024-05-06 23:58:47 transreid.train INFO: Epoch[50] Iter[65/122] Loss: 0.138, Acc: 0.995, Base Lr: 1.01e-03
2024-05-06 23:58:52 transreid.train INFO: Epoch[50] Iter[70/122] Loss: 0.136, Acc: 0.995, Base Lr: 1.01e-03
2024-05-06 23:58:56 transreid.train INFO: Epoch[50] Iter[75/122] Loss: 0.133, Acc: 0.996, Base Lr: 1.01e-03
2024-05-06 23:59:01 transreid.train INFO: Epoch[50] Iter[80/122] Loss: 0.130, Acc: 0.996, Base Lr: 1.01e-03
2024-05-06 23:59:05 transreid.train INFO: Epoch[50] Iter[85/122] Loss: 0.126, Acc: 0.996, Base Lr: 1.01e-03
2024-05-06 23:59:09 transreid.train INFO: Epoch[50] Iter[90/122] Loss: 0.123, Acc: 0.996, Base Lr: 1.01e-03
2024-05-06 23:59:14 transreid.train INFO: Epoch[50] Iter[95/122] Loss: 0.121, Acc: 0.996, Base Lr: 1.01e-03
2024-05-06 23:59:18 transreid.train INFO: Epoch[50] Iter[100/122] Loss: 0.117, Acc: 0.996, Base Lr: 1.01e-03
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2024-05-06 23:59:30 transreid.train INFO: Epoch 50 done. Time per epoch: 104.891[s] Speed: 275.8[samples/s]
2024-05-07 00:04:27 transreid.train INFO: Validation Results - Epoch: 50
2024-05-07 00:04:27 transreid.train INFO: mAP: 69.3%
2024-05-07 00:04:27 transreid.train INFO: CMC curve, Rank-1  :87.2%
2024-05-07 00:04:27 transreid.train INFO: CMC curve, Rank-5  :93.4%
2024-05-07 00:04:27 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-05-07 00:04:36 transreid.train INFO: Epoch[51] Iter[5/122] Loss: 0.172, Acc: 0.995, Base Lr: 9.88e-04
2024-05-07 00:04:40 transreid.train INFO: Epoch[51] Iter[10/122] Loss: 0.164, Acc: 0.995, Base Lr: 9.88e-04
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2024-05-07 00:04:53 transreid.train INFO: Epoch[51] Iter[25/122] Loss: 0.148, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:04:58 transreid.train INFO: Epoch[51] Iter[30/122] Loss: 0.145, Acc: 0.995, Base Lr: 9.88e-04
2024-05-07 00:05:02 transreid.train INFO: Epoch[51] Iter[35/122] Loss: 0.143, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:06 transreid.train INFO: Epoch[51] Iter[40/122] Loss: 0.141, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:11 transreid.train INFO: Epoch[51] Iter[45/122] Loss: 0.139, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:15 transreid.train INFO: Epoch[51] Iter[50/122] Loss: 0.137, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:19 transreid.train INFO: Epoch[51] Iter[55/122] Loss: 0.132, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:24 transreid.train INFO: Epoch[51] Iter[60/122] Loss: 0.129, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:28 transreid.train INFO: Epoch[51] Iter[65/122] Loss: 0.126, Acc: 0.996, Base Lr: 9.88e-04
2024-05-07 00:05:33 transreid.train INFO: Epoch[51] Iter[70/122] Loss: 0.128, Acc: 0.996, Base Lr: 9.88e-04
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2024-05-07 00:06:03 transreid.train INFO: Epoch[51] Iter[105/122] Loss: 0.116, Acc: 0.997, Base Lr: 9.88e-04
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2024-05-07 00:06:13 transreid.train INFO: Epoch 51 done. Time per epoch: 105.843[s] Speed: 278.1[samples/s]
2024-05-07 00:06:22 transreid.train INFO: Epoch[52] Iter[5/122] Loss: 0.208, Acc: 0.990, Base Lr: 9.68e-04
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2024-05-07 00:07:59 transreid.train INFO: Epoch 52 done. Time per epoch: 105.941[s] Speed: 275.5[samples/s]
2024-05-07 00:08:08 transreid.train INFO: Epoch[53] Iter[5/122] Loss: 0.193, Acc: 0.992, Base Lr: 9.47e-04
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2024-05-07 00:09:45 transreid.train INFO: Epoch 53 done. Time per epoch: 105.826[s] Speed: 275.8[samples/s]
2024-05-07 00:09:54 transreid.train INFO: Epoch[54] Iter[5/122] Loss: 0.192, Acc: 0.992, Base Lr: 9.26e-04
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2024-05-07 00:11:31 transreid.train INFO: Epoch 54 done. Time per epoch: 106.510[s] Speed: 274.0[samples/s]
2024-05-07 00:11:40 transreid.train INFO: Epoch[55] Iter[5/122] Loss: 0.137, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-07 00:13:18 transreid.train INFO: Epoch 55 done. Time per epoch: 106.598[s] Speed: 273.8[samples/s]
2024-05-07 00:13:27 transreid.train INFO: Epoch[56] Iter[5/122] Loss: 0.108, Acc: 0.996, Base Lr: 8.85e-04
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2024-05-07 00:15:04 transreid.train INFO: Epoch 56 done. Time per epoch: 106.081[s] Speed: 275.1[samples/s]
2024-05-07 00:15:13 transreid.train INFO: Epoch[57] Iter[5/122] Loss: 0.156, Acc: 0.996, Base Lr: 8.64e-04
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2024-05-07 00:16:49 transreid.train INFO: Epoch 57 done. Time per epoch: 104.978[s] Speed: 275.6[samples/s]
2024-05-07 00:16:58 transreid.train INFO: Epoch[58] Iter[5/122] Loss: 0.116, Acc: 0.999, Base Lr: 8.43e-04
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2024-05-07 00:18:09 transreid.train INFO: Epoch[58] Iter[85/122] Loss: 0.099, Acc: 0.997, Base Lr: 8.43e-04
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2024-05-07 00:18:22 transreid.train INFO: Epoch[58] Iter[100/122] Loss: 0.094, Acc: 0.997, Base Lr: 8.43e-04
2024-05-07 00:18:26 transreid.train INFO: Epoch[58] Iter[105/122] Loss: 0.092, Acc: 0.997, Base Lr: 8.43e-04
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2024-05-07 00:18:35 transreid.train INFO: Epoch 58 done. Time per epoch: 106.269[s] Speed: 274.6[samples/s]
2024-05-07 00:18:44 transreid.train INFO: Epoch[59] Iter[5/122] Loss: 0.140, Acc: 0.993, Base Lr: 8.22e-04
2024-05-07 00:18:48 transreid.train INFO: Epoch[59] Iter[10/122] Loss: 0.133, Acc: 0.996, Base Lr: 8.22e-04
2024-05-07 00:18:53 transreid.train INFO: Epoch[59] Iter[15/122] Loss: 0.138, Acc: 0.995, Base Lr: 8.22e-04
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2024-05-07 00:19:02 transreid.train INFO: Epoch[59] Iter[25/122] Loss: 0.125, Acc: 0.996, Base Lr: 8.22e-04
2024-05-07 00:19:06 transreid.train INFO: Epoch[59] Iter[30/122] Loss: 0.120, Acc: 0.996, Base Lr: 8.22e-04
2024-05-07 00:19:11 transreid.train INFO: Epoch[59] Iter[35/122] Loss: 0.121, Acc: 0.996, Base Lr: 8.22e-04
2024-05-07 00:19:15 transreid.train INFO: Epoch[59] Iter[40/122] Loss: 0.118, Acc: 0.996, Base Lr: 8.22e-04
2024-05-07 00:19:19 transreid.train INFO: Epoch[59] Iter[45/122] Loss: 0.115, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:24 transreid.train INFO: Epoch[59] Iter[50/122] Loss: 0.111, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:28 transreid.train INFO: Epoch[59] Iter[55/122] Loss: 0.108, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:33 transreid.train INFO: Epoch[59] Iter[60/122] Loss: 0.105, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:37 transreid.train INFO: Epoch[59] Iter[65/122] Loss: 0.103, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:41 transreid.train INFO: Epoch[59] Iter[70/122] Loss: 0.101, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:46 transreid.train INFO: Epoch[59] Iter[75/122] Loss: 0.098, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:50 transreid.train INFO: Epoch[59] Iter[80/122] Loss: 0.097, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:55 transreid.train INFO: Epoch[59] Iter[85/122] Loss: 0.096, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:19:59 transreid.train INFO: Epoch[59] Iter[90/122] Loss: 0.094, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:20:03 transreid.train INFO: Epoch[59] Iter[95/122] Loss: 0.092, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:20:08 transreid.train INFO: Epoch[59] Iter[100/122] Loss: 0.090, Acc: 0.997, Base Lr: 8.22e-04
2024-05-07 00:20:12 transreid.train INFO: Epoch[59] Iter[105/122] Loss: 0.088, Acc: 0.998, Base Lr: 8.22e-04
2024-05-07 00:20:17 transreid.train INFO: Epoch[59] Iter[110/122] Loss: 0.086, Acc: 0.998, Base Lr: 8.22e-04
2024-05-07 00:20:21 transreid.train INFO: Epoch 59 done. Time per epoch: 105.965[s] Speed: 275.4[samples/s]
2024-05-07 00:20:30 transreid.train INFO: Epoch[60] Iter[5/122] Loss: 0.110, Acc: 0.998, Base Lr: 8.02e-04
2024-05-07 00:20:34 transreid.train INFO: Epoch[60] Iter[10/122] Loss: 0.107, Acc: 0.998, Base Lr: 8.02e-04
2024-05-07 00:20:39 transreid.train INFO: Epoch[60] Iter[15/122] Loss: 0.100, Acc: 0.998, Base Lr: 8.02e-04
2024-05-07 00:20:43 transreid.train INFO: Epoch[60] Iter[20/122] Loss: 0.107, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:20:48 transreid.train INFO: Epoch[60] Iter[25/122] Loss: 0.105, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:20:52 transreid.train INFO: Epoch[60] Iter[30/122] Loss: 0.103, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:20:56 transreid.train INFO: Epoch[60] Iter[35/122] Loss: 0.102, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:01 transreid.train INFO: Epoch[60] Iter[40/122] Loss: 0.102, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:05 transreid.train INFO: Epoch[60] Iter[45/122] Loss: 0.100, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:10 transreid.train INFO: Epoch[60] Iter[50/122] Loss: 0.099, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:14 transreid.train INFO: Epoch[60] Iter[55/122] Loss: 0.099, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:19 transreid.train INFO: Epoch[60] Iter[60/122] Loss: 0.099, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:23 transreid.train INFO: Epoch[60] Iter[65/122] Loss: 0.098, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:27 transreid.train INFO: Epoch[60] Iter[70/122] Loss: 0.097, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:32 transreid.train INFO: Epoch[60] Iter[75/122] Loss: 0.094, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:36 transreid.train INFO: Epoch[60] Iter[80/122] Loss: 0.092, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:41 transreid.train INFO: Epoch[60] Iter[85/122] Loss: 0.090, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:45 transreid.train INFO: Epoch[60] Iter[90/122] Loss: 0.087, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:49 transreid.train INFO: Epoch[60] Iter[95/122] Loss: 0.084, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:21:54 transreid.train INFO: Epoch[60] Iter[100/122] Loss: 0.082, Acc: 0.998, Base Lr: 8.02e-04
2024-05-07 00:21:58 transreid.train INFO: Epoch[60] Iter[105/122] Loss: 0.083, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:22:03 transreid.train INFO: Epoch[60] Iter[110/122] Loss: 0.081, Acc: 0.997, Base Lr: 8.02e-04
2024-05-07 00:22:07 transreid.train INFO: Epoch 60 done. Time per epoch: 105.901[s] Speed: 275.6[samples/s]
2024-05-07 00:27:05 transreid.train INFO: Validation Results - Epoch: 60
2024-05-07 00:27:05 transreid.train INFO: mAP: 70.3%
2024-05-07 00:27:05 transreid.train INFO: CMC curve, Rank-1  :87.9%
2024-05-07 00:27:05 transreid.train INFO: CMC curve, Rank-5  :94.0%
2024-05-07 00:27:05 transreid.train INFO: CMC curve, Rank-10 :95.3%
2024-05-07 00:27:14 transreid.train INFO: Epoch[61] Iter[5/122] Loss: 0.116, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:19 transreid.train INFO: Epoch[61] Iter[10/122] Loss: 0.107, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:23 transreid.train INFO: Epoch[61] Iter[15/122] Loss: 0.119, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:28 transreid.train INFO: Epoch[61] Iter[20/122] Loss: 0.117, Acc: 0.997, Base Lr: 7.81e-04
2024-05-07 00:27:32 transreid.train INFO: Epoch[61] Iter[25/122] Loss: 0.113, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:36 transreid.train INFO: Epoch[61] Iter[30/122] Loss: 0.109, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:41 transreid.train INFO: Epoch[61] Iter[35/122] Loss: 0.106, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:45 transreid.train INFO: Epoch[61] Iter[40/122] Loss: 0.105, Acc: 0.997, Base Lr: 7.81e-04
2024-05-07 00:27:50 transreid.train INFO: Epoch[61] Iter[45/122] Loss: 0.101, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:54 transreid.train INFO: Epoch[61] Iter[50/122] Loss: 0.098, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:27:58 transreid.train INFO: Epoch[61] Iter[55/122] Loss: 0.097, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:03 transreid.train INFO: Epoch[61] Iter[60/122] Loss: 0.095, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:07 transreid.train INFO: Epoch[61] Iter[65/122] Loss: 0.093, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:12 transreid.train INFO: Epoch[61] Iter[70/122] Loss: 0.092, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:16 transreid.train INFO: Epoch[61] Iter[75/122] Loss: 0.092, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:21 transreid.train INFO: Epoch[61] Iter[80/122] Loss: 0.090, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:25 transreid.train INFO: Epoch[61] Iter[85/122] Loss: 0.087, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:30 transreid.train INFO: Epoch[61] Iter[90/122] Loss: 0.085, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:34 transreid.train INFO: Epoch[61] Iter[95/122] Loss: 0.083, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:38 transreid.train INFO: Epoch[61] Iter[100/122] Loss: 0.081, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:43 transreid.train INFO: Epoch[61] Iter[105/122] Loss: 0.080, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:47 transreid.train INFO: Epoch[61] Iter[110/122] Loss: 0.078, Acc: 0.998, Base Lr: 7.81e-04
2024-05-07 00:28:51 transreid.train INFO: Epoch 61 done. Time per epoch: 105.349[s] Speed: 274.6[samples/s]
2024-05-07 00:29:00 transreid.train INFO: Epoch[62] Iter[5/122] Loss: 0.105, Acc: 1.000, Base Lr: 7.60e-04
2024-05-07 00:29:04 transreid.train INFO: Epoch[62] Iter[10/122] Loss: 0.109, Acc: 0.999, Base Lr: 7.60e-04
2024-05-07 00:29:09 transreid.train INFO: Epoch[62] Iter[15/122] Loss: 0.107, Acc: 0.999, Base Lr: 7.60e-04
2024-05-07 00:29:13 transreid.train INFO: Epoch[62] Iter[20/122] Loss: 0.108, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:17 transreid.train INFO: Epoch[62] Iter[25/122] Loss: 0.106, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:22 transreid.train INFO: Epoch[62] Iter[30/122] Loss: 0.104, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:26 transreid.train INFO: Epoch[62] Iter[35/122] Loss: 0.102, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:31 transreid.train INFO: Epoch[62] Iter[40/122] Loss: 0.102, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:35 transreid.train INFO: Epoch[62] Iter[45/122] Loss: 0.099, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:40 transreid.train INFO: Epoch[62] Iter[50/122] Loss: 0.095, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:44 transreid.train INFO: Epoch[62] Iter[55/122] Loss: 0.093, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:49 transreid.train INFO: Epoch[62] Iter[60/122] Loss: 0.091, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:53 transreid.train INFO: Epoch[62] Iter[65/122] Loss: 0.090, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:29:57 transreid.train INFO: Epoch[62] Iter[70/122] Loss: 0.088, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:02 transreid.train INFO: Epoch[62] Iter[75/122] Loss: 0.086, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:06 transreid.train INFO: Epoch[62] Iter[80/122] Loss: 0.086, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:11 transreid.train INFO: Epoch[62] Iter[85/122] Loss: 0.083, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:15 transreid.train INFO: Epoch[62] Iter[90/122] Loss: 0.082, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:20 transreid.train INFO: Epoch[62] Iter[95/122] Loss: 0.080, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:24 transreid.train INFO: Epoch[62] Iter[100/122] Loss: 0.079, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:29 transreid.train INFO: Epoch[62] Iter[105/122] Loss: 0.077, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:33 transreid.train INFO: Epoch[62] Iter[110/122] Loss: 0.076, Acc: 0.998, Base Lr: 7.60e-04
2024-05-07 00:30:37 transreid.train INFO: Epoch 62 done. Time per epoch: 106.540[s] Speed: 273.9[samples/s]
2024-05-07 00:30:46 transreid.train INFO: Epoch[63] Iter[5/122] Loss: 0.124, Acc: 0.995, Base Lr: 7.39e-04
2024-05-07 00:30:51 transreid.train INFO: Epoch[63] Iter[10/122] Loss: 0.113, Acc: 0.996, Base Lr: 7.39e-04
2024-05-07 00:30:55 transreid.train INFO: Epoch[63] Iter[15/122] Loss: 0.106, Acc: 0.996, Base Lr: 7.39e-04
2024-05-07 00:31:00 transreid.train INFO: Epoch[63] Iter[20/122] Loss: 0.101, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:04 transreid.train INFO: Epoch[63] Iter[25/122] Loss: 0.102, Acc: 0.996, Base Lr: 7.39e-04
2024-05-07 00:31:08 transreid.train INFO: Epoch[63] Iter[30/122] Loss: 0.100, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:13 transreid.train INFO: Epoch[63] Iter[35/122] Loss: 0.102, Acc: 0.996, Base Lr: 7.39e-04
2024-05-07 00:31:17 transreid.train INFO: Epoch[63] Iter[40/122] Loss: 0.098, Acc: 0.996, Base Lr: 7.39e-04
2024-05-07 00:31:22 transreid.train INFO: Epoch[63] Iter[45/122] Loss: 0.096, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:26 transreid.train INFO: Epoch[63] Iter[50/122] Loss: 0.094, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:31 transreid.train INFO: Epoch[63] Iter[55/122] Loss: 0.091, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:35 transreid.train INFO: Epoch[63] Iter[60/122] Loss: 0.089, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:40 transreid.train INFO: Epoch[63] Iter[65/122] Loss: 0.087, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:44 transreid.train INFO: Epoch[63] Iter[70/122] Loss: 0.084, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:48 transreid.train INFO: Epoch[63] Iter[75/122] Loss: 0.082, Acc: 0.997, Base Lr: 7.39e-04
2024-05-07 00:31:53 transreid.train INFO: Epoch[63] Iter[80/122] Loss: 0.079, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:31:57 transreid.train INFO: Epoch[63] Iter[85/122] Loss: 0.078, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:02 transreid.train INFO: Epoch[63] Iter[90/122] Loss: 0.077, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:06 transreid.train INFO: Epoch[63] Iter[95/122] Loss: 0.076, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:11 transreid.train INFO: Epoch[63] Iter[100/122] Loss: 0.075, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:15 transreid.train INFO: Epoch[63] Iter[105/122] Loss: 0.074, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:20 transreid.train INFO: Epoch[63] Iter[110/122] Loss: 0.072, Acc: 0.998, Base Lr: 7.39e-04
2024-05-07 00:32:24 transreid.train INFO: Epoch 63 done. Time per epoch: 106.685[s] Speed: 273.6[samples/s]
2024-05-07 00:32:33 transreid.train INFO: Epoch[64] Iter[5/122] Loss: 0.118, Acc: 0.995, Base Lr: 7.18e-04
2024-05-07 00:32:38 transreid.train INFO: Epoch[64] Iter[10/122] Loss: 0.116, Acc: 0.996, Base Lr: 7.18e-04
2024-05-07 00:32:42 transreid.train INFO: Epoch[64] Iter[15/122] Loss: 0.114, Acc: 0.996, Base Lr: 7.18e-04
2024-05-07 00:32:47 transreid.train INFO: Epoch[64] Iter[20/122] Loss: 0.104, Acc: 0.997, Base Lr: 7.18e-04
2024-05-07 00:32:51 transreid.train INFO: Epoch[64] Iter[25/122] Loss: 0.101, Acc: 0.997, Base Lr: 7.18e-04
2024-05-07 00:32:55 transreid.train INFO: Epoch[64] Iter[30/122] Loss: 0.096, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:00 transreid.train INFO: Epoch[64] Iter[35/122] Loss: 0.093, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:04 transreid.train INFO: Epoch[64] Iter[40/122] Loss: 0.091, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:09 transreid.train INFO: Epoch[64] Iter[45/122] Loss: 0.088, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:13 transreid.train INFO: Epoch[64] Iter[50/122] Loss: 0.087, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:18 transreid.train INFO: Epoch[64] Iter[55/122] Loss: 0.086, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:22 transreid.train INFO: Epoch[64] Iter[60/122] Loss: 0.084, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:27 transreid.train INFO: Epoch[64] Iter[65/122] Loss: 0.081, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:31 transreid.train INFO: Epoch[64] Iter[70/122] Loss: 0.080, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:35 transreid.train INFO: Epoch[64] Iter[75/122] Loss: 0.078, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:40 transreid.train INFO: Epoch[64] Iter[80/122] Loss: 0.077, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:44 transreid.train INFO: Epoch[64] Iter[85/122] Loss: 0.075, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:49 transreid.train INFO: Epoch[64] Iter[90/122] Loss: 0.073, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:53 transreid.train INFO: Epoch[64] Iter[95/122] Loss: 0.072, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:33:58 transreid.train INFO: Epoch[64] Iter[100/122] Loss: 0.071, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:34:02 transreid.train INFO: Epoch[64] Iter[105/122] Loss: 0.070, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:34:07 transreid.train INFO: Epoch[64] Iter[110/122] Loss: 0.069, Acc: 0.998, Base Lr: 7.18e-04
2024-05-07 00:34:11 transreid.train INFO: Epoch 64 done. Time per epoch: 107.018[s] Speed: 272.7[samples/s]
2024-05-07 00:34:20 transreid.train INFO: Epoch[65] Iter[5/122] Loss: 0.107, Acc: 0.998, Base Lr: 6.97e-04
2024-05-07 00:34:24 transreid.train INFO: Epoch[65] Iter[10/122] Loss: 0.111, Acc: 0.996, Base Lr: 6.97e-04
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2024-05-07 00:34:42 transreid.train INFO: Epoch[65] Iter[30/122] Loss: 0.097, Acc: 0.997, Base Lr: 6.97e-04
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2024-05-07 00:35:58 transreid.train INFO: Epoch 65 done. Time per epoch: 106.753[s] Speed: 273.4[samples/s]
2024-05-07 00:36:07 transreid.train INFO: Epoch[66] Iter[5/122] Loss: 0.101, Acc: 0.997, Base Lr: 6.77e-04
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2024-05-07 00:37:36 transreid.train INFO: Epoch[66] Iter[105/122] Loss: 0.071, Acc: 0.998, Base Lr: 6.77e-04
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2024-05-07 00:37:44 transreid.train INFO: Epoch 66 done. Time per epoch: 106.762[s] Speed: 273.4[samples/s]
2024-05-07 00:37:54 transreid.train INFO: Epoch[67] Iter[5/122] Loss: 0.101, Acc: 0.997, Base Lr: 6.56e-04
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2024-05-07 00:38:51 transreid.train INFO: Epoch[67] Iter[70/122] Loss: 0.078, Acc: 0.998, Base Lr: 6.56e-04
2024-05-07 00:38:56 transreid.train INFO: Epoch[67] Iter[75/122] Loss: 0.077, Acc: 0.998, Base Lr: 6.56e-04
2024-05-07 00:39:00 transreid.train INFO: Epoch[67] Iter[80/122] Loss: 0.076, Acc: 0.998, Base Lr: 6.56e-04
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2024-05-07 00:39:18 transreid.train INFO: Epoch[67] Iter[100/122] Loss: 0.074, Acc: 0.997, Base Lr: 6.56e-04
2024-05-07 00:39:23 transreid.train INFO: Epoch[67] Iter[105/122] Loss: 0.072, Acc: 0.998, Base Lr: 6.56e-04
2024-05-07 00:39:27 transreid.train INFO: Epoch[67] Iter[110/122] Loss: 0.070, Acc: 0.998, Base Lr: 6.56e-04
2024-05-07 00:39:32 transreid.train INFO: Epoch 67 done. Time per epoch: 107.144[s] Speed: 272.4[samples/s]
2024-05-07 00:39:41 transreid.train INFO: Epoch[68] Iter[5/122] Loss: 0.105, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:39:45 transreid.train INFO: Epoch[68] Iter[10/122] Loss: 0.106, Acc: 0.997, Base Lr: 6.36e-04
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2024-05-07 00:40:12 transreid.train INFO: Epoch[68] Iter[40/122] Loss: 0.087, Acc: 0.997, Base Lr: 6.36e-04
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2024-05-07 00:40:21 transreid.train INFO: Epoch[68] Iter[50/122] Loss: 0.083, Acc: 0.998, Base Lr: 6.36e-04
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2024-05-07 00:40:30 transreid.train INFO: Epoch[68] Iter[60/122] Loss: 0.080, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:34 transreid.train INFO: Epoch[68] Iter[65/122] Loss: 0.079, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:39 transreid.train INFO: Epoch[68] Iter[70/122] Loss: 0.078, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:43 transreid.train INFO: Epoch[68] Iter[75/122] Loss: 0.076, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:48 transreid.train INFO: Epoch[68] Iter[80/122] Loss: 0.074, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:52 transreid.train INFO: Epoch[68] Iter[85/122] Loss: 0.072, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:40:56 transreid.train INFO: Epoch[68] Iter[90/122] Loss: 0.071, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:41:01 transreid.train INFO: Epoch[68] Iter[95/122] Loss: 0.071, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:41:05 transreid.train INFO: Epoch[68] Iter[100/122] Loss: 0.070, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:41:10 transreid.train INFO: Epoch[68] Iter[105/122] Loss: 0.069, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:41:14 transreid.train INFO: Epoch[68] Iter[110/122] Loss: 0.069, Acc: 0.998, Base Lr: 6.36e-04
2024-05-07 00:41:18 transreid.train INFO: Epoch 68 done. Time per epoch: 106.269[s] Speed: 272.2[samples/s]
2024-05-07 00:41:27 transreid.train INFO: Epoch[69] Iter[5/122] Loss: 0.097, Acc: 1.000, Base Lr: 6.15e-04
2024-05-07 00:41:32 transreid.train INFO: Epoch[69] Iter[10/122] Loss: 0.098, Acc: 0.999, Base Lr: 6.15e-04
2024-05-07 00:41:36 transreid.train INFO: Epoch[69] Iter[15/122] Loss: 0.093, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:41:40 transreid.train INFO: Epoch[69] Iter[20/122] Loss: 0.091, Acc: 0.997, Base Lr: 6.15e-04
2024-05-07 00:41:45 transreid.train INFO: Epoch[69] Iter[25/122] Loss: 0.089, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:41:49 transreid.train INFO: Epoch[69] Iter[30/122] Loss: 0.087, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:41:54 transreid.train INFO: Epoch[69] Iter[35/122] Loss: 0.085, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:41:58 transreid.train INFO: Epoch[69] Iter[40/122] Loss: 0.082, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:03 transreid.train INFO: Epoch[69] Iter[45/122] Loss: 0.080, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:07 transreid.train INFO: Epoch[69] Iter[50/122] Loss: 0.078, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:12 transreid.train INFO: Epoch[69] Iter[55/122] Loss: 0.077, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:16 transreid.train INFO: Epoch[69] Iter[60/122] Loss: 0.076, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:20 transreid.train INFO: Epoch[69] Iter[65/122] Loss: 0.075, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:25 transreid.train INFO: Epoch[69] Iter[70/122] Loss: 0.073, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:29 transreid.train INFO: Epoch[69] Iter[75/122] Loss: 0.071, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:34 transreid.train INFO: Epoch[69] Iter[80/122] Loss: 0.070, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:38 transreid.train INFO: Epoch[69] Iter[85/122] Loss: 0.068, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:43 transreid.train INFO: Epoch[69] Iter[90/122] Loss: 0.067, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:47 transreid.train INFO: Epoch[69] Iter[95/122] Loss: 0.065, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:52 transreid.train INFO: Epoch[69] Iter[100/122] Loss: 0.065, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:42:56 transreid.train INFO: Epoch[69] Iter[105/122] Loss: 0.064, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:43:00 transreid.train INFO: Epoch[69] Iter[110/122] Loss: 0.063, Acc: 0.998, Base Lr: 6.15e-04
2024-05-07 00:43:05 transreid.train INFO: Epoch 69 done. Time per epoch: 106.822[s] Speed: 273.2[samples/s]
2024-05-07 00:43:14 transreid.train INFO: Epoch[70] Iter[5/122] Loss: 0.094, Acc: 0.996, Base Lr: 5.95e-04
2024-05-07 00:43:18 transreid.train INFO: Epoch[70] Iter[10/122] Loss: 0.089, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:23 transreid.train INFO: Epoch[70] Iter[15/122] Loss: 0.083, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:27 transreid.train INFO: Epoch[70] Iter[20/122] Loss: 0.082, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:31 transreid.train INFO: Epoch[70] Iter[25/122] Loss: 0.080, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:36 transreid.train INFO: Epoch[70] Iter[30/122] Loss: 0.082, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:40 transreid.train INFO: Epoch[70] Iter[35/122] Loss: 0.080, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:45 transreid.train INFO: Epoch[70] Iter[40/122] Loss: 0.078, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:49 transreid.train INFO: Epoch[70] Iter[45/122] Loss: 0.075, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:43:54 transreid.train INFO: Epoch[70] Iter[50/122] Loss: 0.074, Acc: 0.998, Base Lr: 5.95e-04
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2024-05-07 00:44:03 transreid.train INFO: Epoch[70] Iter[60/122] Loss: 0.072, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:07 transreid.train INFO: Epoch[70] Iter[65/122] Loss: 0.071, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:11 transreid.train INFO: Epoch[70] Iter[70/122] Loss: 0.069, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:16 transreid.train INFO: Epoch[70] Iter[75/122] Loss: 0.067, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:20 transreid.train INFO: Epoch[70] Iter[80/122] Loss: 0.067, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:25 transreid.train INFO: Epoch[70] Iter[85/122] Loss: 0.065, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:29 transreid.train INFO: Epoch[70] Iter[90/122] Loss: 0.064, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:34 transreid.train INFO: Epoch[70] Iter[95/122] Loss: 0.062, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:38 transreid.train INFO: Epoch[70] Iter[100/122] Loss: 0.061, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:43 transreid.train INFO: Epoch[70] Iter[105/122] Loss: 0.060, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:47 transreid.train INFO: Epoch[70] Iter[110/122] Loss: 0.059, Acc: 0.998, Base Lr: 5.95e-04
2024-05-07 00:44:51 transreid.train INFO: Epoch 70 done. Time per epoch: 106.642[s] Speed: 273.7[samples/s]
2024-05-07 00:49:51 transreid.train INFO: Validation Results - Epoch: 70
2024-05-07 00:49:51 transreid.train INFO: mAP: 71.4%
2024-05-07 00:49:51 transreid.train INFO: CMC curve, Rank-1  :88.6%
2024-05-07 00:49:51 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-05-07 00:49:51 transreid.train INFO: CMC curve, Rank-10 :95.5%
2024-05-07 00:50:01 transreid.train INFO: Epoch[71] Iter[5/122] Loss: 0.122, Acc: 0.994, Base Lr: 5.75e-04
2024-05-07 00:50:05 transreid.train INFO: Epoch[71] Iter[10/122] Loss: 0.102, Acc: 0.996, Base Lr: 5.75e-04
2024-05-07 00:50:09 transreid.train INFO: Epoch[71] Iter[15/122] Loss: 0.102, Acc: 0.997, Base Lr: 5.75e-04
2024-05-07 00:50:14 transreid.train INFO: Epoch[71] Iter[20/122] Loss: 0.095, Acc: 0.997, Base Lr: 5.75e-04
2024-05-07 00:50:18 transreid.train INFO: Epoch[71] Iter[25/122] Loss: 0.096, Acc: 0.997, Base Lr: 5.75e-04
2024-05-07 00:50:23 transreid.train INFO: Epoch[71] Iter[30/122] Loss: 0.091, Acc: 0.997, Base Lr: 5.75e-04
2024-05-07 00:50:27 transreid.train INFO: Epoch[71] Iter[35/122] Loss: 0.087, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:31 transreid.train INFO: Epoch[71] Iter[40/122] Loss: 0.084, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:36 transreid.train INFO: Epoch[71] Iter[45/122] Loss: 0.082, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:40 transreid.train INFO: Epoch[71] Iter[50/122] Loss: 0.080, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:45 transreid.train INFO: Epoch[71] Iter[55/122] Loss: 0.078, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:49 transreid.train INFO: Epoch[71] Iter[60/122] Loss: 0.077, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:54 transreid.train INFO: Epoch[71] Iter[65/122] Loss: 0.076, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:50:58 transreid.train INFO: Epoch[71] Iter[70/122] Loss: 0.075, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:51:03 transreid.train INFO: Epoch[71] Iter[75/122] Loss: 0.073, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:51:07 transreid.train INFO: Epoch[71] Iter[80/122] Loss: 0.072, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:51:11 transreid.train INFO: Epoch[71] Iter[85/122] Loss: 0.070, Acc: 0.998, Base Lr: 5.75e-04
2024-05-07 00:51:16 transreid.train INFO: Epoch[71] Iter[90/122] Loss: 0.068, Acc: 0.998, Base Lr: 5.75e-04
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2024-05-07 00:51:38 transreid.train INFO: Epoch 71 done. Time per epoch: 106.175[s] Speed: 274.9[samples/s]
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2024-05-07 00:53:24 transreid.train INFO: Epoch 72 done. Time per epoch: 106.763[s] Speed: 273.4[samples/s]
2024-05-07 00:53:33 transreid.train INFO: Epoch[73] Iter[5/122] Loss: 0.091, Acc: 0.999, Base Lr: 5.35e-04
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2024-05-07 00:55:11 transreid.train INFO: Epoch 73 done. Time per epoch: 106.797[s] Speed: 273.3[samples/s]
2024-05-07 00:55:21 transreid.train INFO: Epoch[74] Iter[5/122] Loss: 0.092, Acc: 0.996, Base Lr: 5.15e-04
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2024-05-07 00:56:58 transreid.train INFO: Epoch 74 done. Time per epoch: 106.297[s] Speed: 272.1[samples/s]
2024-05-07 00:57:07 transreid.train INFO: Epoch[75] Iter[5/122] Loss: 0.082, Acc: 0.998, Base Lr: 4.96e-04
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2024-05-07 00:58:45 transreid.train INFO: Epoch 75 done. Time per epoch: 107.019[s] Speed: 272.7[samples/s]
2024-05-07 00:58:54 transreid.train INFO: Epoch[76] Iter[5/122] Loss: 0.076, Acc: 0.998, Base Lr: 4.77e-04
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2024-05-07 01:00:32 transreid.train INFO: Epoch 76 done. Time per epoch: 107.233[s] Speed: 272.2[samples/s]
2024-05-07 01:00:42 transreid.train INFO: Epoch[77] Iter[5/122] Loss: 0.095, Acc: 0.998, Base Lr: 4.58e-04
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2024-05-07 01:02:20 transreid.train INFO: Epoch 77 done. Time per epoch: 108.166[s] Speed: 269.8[samples/s]
2024-05-07 01:02:29 transreid.train INFO: Epoch[78] Iter[5/122] Loss: 0.072, Acc: 0.999, Base Lr: 4.39e-04
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2024-05-07 01:04:07 transreid.train INFO: Epoch 78 done. Time per epoch: 106.756[s] Speed: 273.4[samples/s]
2024-05-07 01:04:16 transreid.train INFO: Epoch[79] Iter[5/122] Loss: 0.062, Acc: 0.998, Base Lr: 4.21e-04
2024-05-07 01:04:20 transreid.train INFO: Epoch[79] Iter[10/122] Loss: 0.073, Acc: 0.999, Base Lr: 4.21e-04
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2024-05-07 01:05:09 transreid.train INFO: Epoch[79] Iter[65/122] Loss: 0.061, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:14 transreid.train INFO: Epoch[79] Iter[70/122] Loss: 0.060, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:18 transreid.train INFO: Epoch[79] Iter[75/122] Loss: 0.059, Acc: 0.999, Base Lr: 4.21e-04
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2024-05-07 01:05:27 transreid.train INFO: Epoch[79] Iter[85/122] Loss: 0.056, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:31 transreid.train INFO: Epoch[79] Iter[90/122] Loss: 0.054, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:36 transreid.train INFO: Epoch[79] Iter[95/122] Loss: 0.053, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:40 transreid.train INFO: Epoch[79] Iter[100/122] Loss: 0.052, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:45 transreid.train INFO: Epoch[79] Iter[105/122] Loss: 0.050, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:49 transreid.train INFO: Epoch[79] Iter[110/122] Loss: 0.050, Acc: 0.999, Base Lr: 4.21e-04
2024-05-07 01:05:54 transreid.train INFO: Epoch 79 done. Time per epoch: 106.784[s] Speed: 273.3[samples/s]
2024-05-07 01:06:03 transreid.train INFO: Epoch[80] Iter[5/122] Loss: 0.087, Acc: 0.998, Base Lr: 4.02e-04
2024-05-07 01:06:07 transreid.train INFO: Epoch[80] Iter[10/122] Loss: 0.079, Acc: 0.998, Base Lr: 4.02e-04
2024-05-07 01:06:12 transreid.train INFO: Epoch[80] Iter[15/122] Loss: 0.074, Acc: 0.998, Base Lr: 4.02e-04
2024-05-07 01:06:16 transreid.train INFO: Epoch[80] Iter[20/122] Loss: 0.070, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:20 transreid.train INFO: Epoch[80] Iter[25/122] Loss: 0.069, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:25 transreid.train INFO: Epoch[80] Iter[30/122] Loss: 0.068, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:29 transreid.train INFO: Epoch[80] Iter[35/122] Loss: 0.066, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:34 transreid.train INFO: Epoch[80] Iter[40/122] Loss: 0.065, Acc: 0.999, Base Lr: 4.02e-04
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2024-05-07 01:06:43 transreid.train INFO: Epoch[80] Iter[50/122] Loss: 0.063, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:47 transreid.train INFO: Epoch[80] Iter[55/122] Loss: 0.062, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:52 transreid.train INFO: Epoch[80] Iter[60/122] Loss: 0.062, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:06:56 transreid.train INFO: Epoch[80] Iter[65/122] Loss: 0.061, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:01 transreid.train INFO: Epoch[80] Iter[70/122] Loss: 0.060, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:05 transreid.train INFO: Epoch[80] Iter[75/122] Loss: 0.059, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:10 transreid.train INFO: Epoch[80] Iter[80/122] Loss: 0.058, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:14 transreid.train INFO: Epoch[80] Iter[85/122] Loss: 0.056, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:18 transreid.train INFO: Epoch[80] Iter[90/122] Loss: 0.055, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:23 transreid.train INFO: Epoch[80] Iter[95/122] Loss: 0.054, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:27 transreid.train INFO: Epoch[80] Iter[100/122] Loss: 0.053, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:32 transreid.train INFO: Epoch[80] Iter[105/122] Loss: 0.052, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:36 transreid.train INFO: Epoch[80] Iter[110/122] Loss: 0.051, Acc: 0.999, Base Lr: 4.02e-04
2024-05-07 01:07:41 transreid.train INFO: Epoch 80 done. Time per epoch: 107.013[s] Speed: 272.7[samples/s]
2024-05-07 01:12:39 transreid.train INFO: Validation Results - Epoch: 80
2024-05-07 01:12:39 transreid.train INFO: mAP: 71.8%
2024-05-07 01:12:39 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-05-07 01:12:39 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-05-07 01:12:39 transreid.train INFO: CMC curve, Rank-10 :95.7%
2024-05-07 01:12:48 transreid.train INFO: Epoch[81] Iter[5/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:12:53 transreid.train INFO: Epoch[81] Iter[10/122] Loss: 0.074, Acc: 0.997, Base Lr: 3.84e-04
2024-05-07 01:12:57 transreid.train INFO: Epoch[81] Iter[15/122] Loss: 0.072, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:01 transreid.train INFO: Epoch[81] Iter[20/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:06 transreid.train INFO: Epoch[81] Iter[25/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:10 transreid.train INFO: Epoch[81] Iter[30/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:15 transreid.train INFO: Epoch[81] Iter[35/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:19 transreid.train INFO: Epoch[81] Iter[40/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:24 transreid.train INFO: Epoch[81] Iter[45/122] Loss: 0.065, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:28 transreid.train INFO: Epoch[81] Iter[50/122] Loss: 0.064, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:33 transreid.train INFO: Epoch[81] Iter[55/122] Loss: 0.063, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:37 transreid.train INFO: Epoch[81] Iter[60/122] Loss: 0.062, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:41 transreid.train INFO: Epoch[81] Iter[65/122] Loss: 0.061, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:46 transreid.train INFO: Epoch[81] Iter[70/122] Loss: 0.059, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:50 transreid.train INFO: Epoch[81] Iter[75/122] Loss: 0.058, Acc: 0.999, Base Lr: 3.84e-04
2024-05-07 01:13:55 transreid.train INFO: Epoch[81] Iter[80/122] Loss: 0.058, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:13:59 transreid.train INFO: Epoch[81] Iter[85/122] Loss: 0.057, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:04 transreid.train INFO: Epoch[81] Iter[90/122] Loss: 0.056, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:08 transreid.train INFO: Epoch[81] Iter[95/122] Loss: 0.055, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:13 transreid.train INFO: Epoch[81] Iter[100/122] Loss: 0.054, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:17 transreid.train INFO: Epoch[81] Iter[105/122] Loss: 0.053, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:21 transreid.train INFO: Epoch[81] Iter[110/122] Loss: 0.051, Acc: 0.998, Base Lr: 3.84e-04
2024-05-07 01:14:25 transreid.train INFO: Epoch 81 done. Time per epoch: 105.759[s] Speed: 273.5[samples/s]
2024-05-07 01:14:34 transreid.train INFO: Epoch[82] Iter[5/122] Loss: 0.074, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:14:38 transreid.train INFO: Epoch[82] Iter[10/122] Loss: 0.066, Acc: 1.000, Base Lr: 3.67e-04
2024-05-07 01:14:43 transreid.train INFO: Epoch[82] Iter[15/122] Loss: 0.064, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:14:47 transreid.train INFO: Epoch[82] Iter[20/122] Loss: 0.064, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:14:52 transreid.train INFO: Epoch[82] Iter[25/122] Loss: 0.063, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:14:56 transreid.train INFO: Epoch[82] Iter[30/122] Loss: 0.061, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:01 transreid.train INFO: Epoch[82] Iter[35/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:05 transreid.train INFO: Epoch[82] Iter[40/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:09 transreid.train INFO: Epoch[82] Iter[45/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:14 transreid.train INFO: Epoch[82] Iter[50/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:18 transreid.train INFO: Epoch[82] Iter[55/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:23 transreid.train INFO: Epoch[82] Iter[60/122] Loss: 0.059, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:27 transreid.train INFO: Epoch[82] Iter[65/122] Loss: 0.058, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:32 transreid.train INFO: Epoch[82] Iter[70/122] Loss: 0.057, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:36 transreid.train INFO: Epoch[82] Iter[75/122] Loss: 0.056, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:40 transreid.train INFO: Epoch[82] Iter[80/122] Loss: 0.055, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:45 transreid.train INFO: Epoch[82] Iter[85/122] Loss: 0.054, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:49 transreid.train INFO: Epoch[82] Iter[90/122] Loss: 0.053, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:54 transreid.train INFO: Epoch[82] Iter[95/122] Loss: 0.052, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:15:58 transreid.train INFO: Epoch[82] Iter[100/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:16:03 transreid.train INFO: Epoch[82] Iter[105/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:16:07 transreid.train INFO: Epoch[82] Iter[110/122] Loss: 0.048, Acc: 0.999, Base Lr: 3.67e-04
2024-05-07 01:16:11 transreid.train INFO: Epoch 82 done. Time per epoch: 106.465[s] Speed: 274.1[samples/s]
2024-05-07 01:16:21 transreid.train INFO: Epoch[83] Iter[5/122] Loss: 0.081, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:25 transreid.train INFO: Epoch[83] Iter[10/122] Loss: 0.078, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:29 transreid.train INFO: Epoch[83] Iter[15/122] Loss: 0.072, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:34 transreid.train INFO: Epoch[83] Iter[20/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:38 transreid.train INFO: Epoch[83] Iter[25/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:43 transreid.train INFO: Epoch[83] Iter[30/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:47 transreid.train INFO: Epoch[83] Iter[35/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:52 transreid.train INFO: Epoch[83] Iter[40/122] Loss: 0.065, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:16:56 transreid.train INFO: Epoch[83] Iter[45/122] Loss: 0.064, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:01 transreid.train INFO: Epoch[83] Iter[50/122] Loss: 0.061, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:05 transreid.train INFO: Epoch[83] Iter[55/122] Loss: 0.060, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:09 transreid.train INFO: Epoch[83] Iter[60/122] Loss: 0.058, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:14 transreid.train INFO: Epoch[83] Iter[65/122] Loss: 0.057, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:18 transreid.train INFO: Epoch[83] Iter[70/122] Loss: 0.056, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:23 transreid.train INFO: Epoch[83] Iter[75/122] Loss: 0.054, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:27 transreid.train INFO: Epoch[83] Iter[80/122] Loss: 0.053, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:32 transreid.train INFO: Epoch[83] Iter[85/122] Loss: 0.053, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:36 transreid.train INFO: Epoch[83] Iter[90/122] Loss: 0.051, Acc: 0.998, Base Lr: 3.49e-04
2024-05-07 01:17:41 transreid.train INFO: Epoch[83] Iter[95/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:45 transreid.train INFO: Epoch[83] Iter[100/122] Loss: 0.049, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:49 transreid.train INFO: Epoch[83] Iter[105/122] Loss: 0.048, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:54 transreid.train INFO: Epoch[83] Iter[110/122] Loss: 0.047, Acc: 0.999, Base Lr: 3.49e-04
2024-05-07 01:17:58 transreid.train INFO: Epoch 83 done. Time per epoch: 106.716[s] Speed: 273.5[samples/s]
2024-05-07 01:18:07 transreid.train INFO: Epoch[84] Iter[5/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:12 transreid.train INFO: Epoch[84] Iter[10/122] Loss: 0.075, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:16 transreid.train INFO: Epoch[84] Iter[15/122] Loss: 0.070, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:20 transreid.train INFO: Epoch[84] Iter[20/122] Loss: 0.067, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:25 transreid.train INFO: Epoch[84] Iter[25/122] Loss: 0.064, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:29 transreid.train INFO: Epoch[84] Iter[30/122] Loss: 0.062, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:34 transreid.train INFO: Epoch[84] Iter[35/122] Loss: 0.060, Acc: 0.999, Base Lr: 3.32e-04
2024-05-07 01:18:38 transreid.train INFO: Epoch[84] Iter[40/122] Loss: 0.059, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:43 transreid.train INFO: Epoch[84] Iter[45/122] Loss: 0.059, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:47 transreid.train INFO: Epoch[84] Iter[50/122] Loss: 0.058, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:51 transreid.train INFO: Epoch[84] Iter[55/122] Loss: 0.057, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:18:56 transreid.train INFO: Epoch[84] Iter[60/122] Loss: 0.056, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:00 transreid.train INFO: Epoch[84] Iter[65/122] Loss: 0.055, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:05 transreid.train INFO: Epoch[84] Iter[70/122] Loss: 0.054, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:09 transreid.train INFO: Epoch[84] Iter[75/122] Loss: 0.054, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:14 transreid.train INFO: Epoch[84] Iter[80/122] Loss: 0.053, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:18 transreid.train INFO: Epoch[84] Iter[85/122] Loss: 0.053, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:23 transreid.train INFO: Epoch[84] Iter[90/122] Loss: 0.051, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:27 transreid.train INFO: Epoch[84] Iter[95/122] Loss: 0.051, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:31 transreid.train INFO: Epoch[84] Iter[100/122] Loss: 0.050, Acc: 0.998, Base Lr: 3.32e-04
2024-05-07 01:19:36 transreid.train INFO: Epoch[84] Iter[105/122] Loss: 0.049, Acc: 0.999, Base Lr: 3.32e-04
2024-05-07 01:19:40 transreid.train INFO: Epoch[84] Iter[110/122] Loss: 0.048, Acc: 0.999, Base Lr: 3.32e-04
2024-05-07 01:19:45 transreid.train INFO: Epoch 84 done. Time per epoch: 106.484[s] Speed: 274.1[samples/s]
2024-05-07 01:19:54 transreid.train INFO: Epoch[85] Iter[5/122] Loss: 0.062, Acc: 1.000, Base Lr: 3.16e-04
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2024-05-07 01:21:31 transreid.train INFO: Epoch 85 done. Time per epoch: 105.936[s] Speed: 273.1[samples/s]
2024-05-07 01:21:40 transreid.train INFO: Epoch[86] Iter[5/122] Loss: 0.063, Acc: 0.998, Base Lr: 2.99e-04
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2024-05-07 01:23:00 transreid.train INFO: Epoch[86] Iter[95/122] Loss: 0.049, Acc: 0.998, Base Lr: 2.99e-04
2024-05-07 01:23:04 transreid.train INFO: Epoch[86] Iter[100/122] Loss: 0.048, Acc: 0.998, Base Lr: 2.99e-04
2024-05-07 01:23:09 transreid.train INFO: Epoch[86] Iter[105/122] Loss: 0.047, Acc: 0.998, Base Lr: 2.99e-04
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2024-05-07 01:23:18 transreid.train INFO: Epoch 86 done. Time per epoch: 106.888[s] Speed: 273.0[samples/s]
2024-05-07 01:23:27 transreid.train INFO: Epoch[87] Iter[5/122] Loss: 0.068, Acc: 0.997, Base Lr: 2.83e-04
2024-05-07 01:23:31 transreid.train INFO: Epoch[87] Iter[10/122] Loss: 0.066, Acc: 0.998, Base Lr: 2.83e-04
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2024-05-07 01:23:58 transreid.train INFO: Epoch[87] Iter[40/122] Loss: 0.063, Acc: 0.998, Base Lr: 2.83e-04
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2024-05-07 01:24:11 transreid.train INFO: Epoch[87] Iter[55/122] Loss: 0.060, Acc: 0.998, Base Lr: 2.83e-04
2024-05-07 01:24:16 transreid.train INFO: Epoch[87] Iter[60/122] Loss: 0.058, Acc: 0.998, Base Lr: 2.83e-04
2024-05-07 01:24:20 transreid.train INFO: Epoch[87] Iter[65/122] Loss: 0.057, Acc: 0.998, Base Lr: 2.83e-04
2024-05-07 01:24:25 transreid.train INFO: Epoch[87] Iter[70/122] Loss: 0.057, Acc: 0.999, Base Lr: 2.83e-04
2024-05-07 01:24:29 transreid.train INFO: Epoch[87] Iter[75/122] Loss: 0.056, Acc: 0.999, Base Lr: 2.83e-04
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2024-05-07 01:24:47 transreid.train INFO: Epoch[87] Iter[95/122] Loss: 0.051, Acc: 0.999, Base Lr: 2.83e-04
2024-05-07 01:24:51 transreid.train INFO: Epoch[87] Iter[100/122] Loss: 0.049, Acc: 0.999, Base Lr: 2.83e-04
2024-05-07 01:24:56 transreid.train INFO: Epoch[87] Iter[105/122] Loss: 0.048, Acc: 0.999, Base Lr: 2.83e-04
2024-05-07 01:25:00 transreid.train INFO: Epoch[87] Iter[110/122] Loss: 0.047, Acc: 0.999, Base Lr: 2.83e-04
2024-05-07 01:25:05 transreid.train INFO: Epoch 87 done. Time per epoch: 107.136[s] Speed: 272.4[samples/s]
2024-05-07 01:25:14 transreid.train INFO: Epoch[88] Iter[5/122] Loss: 0.065, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:25:18 transreid.train INFO: Epoch[88] Iter[10/122] Loss: 0.070, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:25:23 transreid.train INFO: Epoch[88] Iter[15/122] Loss: 0.070, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:25:27 transreid.train INFO: Epoch[88] Iter[20/122] Loss: 0.066, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:25:32 transreid.train INFO: Epoch[88] Iter[25/122] Loss: 0.066, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:25:36 transreid.train INFO: Epoch[88] Iter[30/122] Loss: 0.063, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:25:40 transreid.train INFO: Epoch[88] Iter[35/122] Loss: 0.060, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:25:45 transreid.train INFO: Epoch[88] Iter[40/122] Loss: 0.060, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:25:49 transreid.train INFO: Epoch[88] Iter[45/122] Loss: 0.059, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:25:54 transreid.train INFO: Epoch[88] Iter[50/122] Loss: 0.057, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:25:58 transreid.train INFO: Epoch[88] Iter[55/122] Loss: 0.056, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:26:03 transreid.train INFO: Epoch[88] Iter[60/122] Loss: 0.055, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:26:07 transreid.train INFO: Epoch[88] Iter[65/122] Loss: 0.056, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:12 transreid.train INFO: Epoch[88] Iter[70/122] Loss: 0.054, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:26:16 transreid.train INFO: Epoch[88] Iter[75/122] Loss: 0.053, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:26:21 transreid.train INFO: Epoch[88] Iter[80/122] Loss: 0.053, Acc: 0.999, Base Lr: 2.67e-04
2024-05-07 01:26:25 transreid.train INFO: Epoch[88] Iter[85/122] Loss: 0.053, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:29 transreid.train INFO: Epoch[88] Iter[90/122] Loss: 0.051, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:34 transreid.train INFO: Epoch[88] Iter[95/122] Loss: 0.050, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:38 transreid.train INFO: Epoch[88] Iter[100/122] Loss: 0.049, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:43 transreid.train INFO: Epoch[88] Iter[105/122] Loss: 0.049, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:47 transreid.train INFO: Epoch[88] Iter[110/122] Loss: 0.050, Acc: 0.998, Base Lr: 2.67e-04
2024-05-07 01:26:51 transreid.train INFO: Epoch 88 done. Time per epoch: 106.667[s] Speed: 273.6[samples/s]
2024-05-07 01:27:00 transreid.train INFO: Epoch[89] Iter[5/122] Loss: 0.072, Acc: 0.998, Base Lr: 2.52e-04
2024-05-07 01:27:05 transreid.train INFO: Epoch[89] Iter[10/122] Loss: 0.069, Acc: 0.999, Base Lr: 2.52e-04
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2024-05-07 01:27:23 transreid.train INFO: Epoch[89] Iter[30/122] Loss: 0.061, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:27 transreid.train INFO: Epoch[89] Iter[35/122] Loss: 0.061, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:32 transreid.train INFO: Epoch[89] Iter[40/122] Loss: 0.060, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:36 transreid.train INFO: Epoch[89] Iter[45/122] Loss: 0.062, Acc: 0.998, Base Lr: 2.52e-04
2024-05-07 01:27:41 transreid.train INFO: Epoch[89] Iter[50/122] Loss: 0.061, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:45 transreid.train INFO: Epoch[89] Iter[55/122] Loss: 0.059, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:49 transreid.train INFO: Epoch[89] Iter[60/122] Loss: 0.058, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:54 transreid.train INFO: Epoch[89] Iter[65/122] Loss: 0.057, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:27:58 transreid.train INFO: Epoch[89] Iter[70/122] Loss: 0.055, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:03 transreid.train INFO: Epoch[89] Iter[75/122] Loss: 0.054, Acc: 0.999, Base Lr: 2.52e-04
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2024-05-07 01:28:12 transreid.train INFO: Epoch[89] Iter[85/122] Loss: 0.052, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:16 transreid.train INFO: Epoch[89] Iter[90/122] Loss: 0.052, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:21 transreid.train INFO: Epoch[89] Iter[95/122] Loss: 0.052, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:25 transreid.train INFO: Epoch[89] Iter[100/122] Loss: 0.050, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:30 transreid.train INFO: Epoch[89] Iter[105/122] Loss: 0.049, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:34 transreid.train INFO: Epoch[89] Iter[110/122] Loss: 0.048, Acc: 0.999, Base Lr: 2.52e-04
2024-05-07 01:28:38 transreid.train INFO: Epoch 89 done. Time per epoch: 106.943[s] Speed: 272.9[samples/s]
2024-05-07 01:28:47 transreid.train INFO: Epoch[90] Iter[5/122] Loss: 0.060, Acc: 0.999, Base Lr: 2.37e-04
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2024-05-07 01:29:01 transreid.train INFO: Epoch[90] Iter[20/122] Loss: 0.061, Acc: 0.999, Base Lr: 2.37e-04
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2024-05-07 01:29:45 transreid.train INFO: Epoch[90] Iter[70/122] Loss: 0.052, Acc: 0.999, Base Lr: 2.37e-04
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2024-05-07 01:30:12 transreid.train INFO: Epoch[90] Iter[100/122] Loss: 0.047, Acc: 0.999, Base Lr: 2.37e-04
2024-05-07 01:30:16 transreid.train INFO: Epoch[90] Iter[105/122] Loss: 0.046, Acc: 0.999, Base Lr: 2.37e-04
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2024-05-07 01:30:25 transreid.train INFO: Epoch 90 done. Time per epoch: 106.818[s] Speed: 273.2[samples/s]
2024-05-07 01:35:23 transreid.train INFO: Validation Results - Epoch: 90
2024-05-07 01:35:23 transreid.train INFO: mAP: 72.0%
2024-05-07 01:35:23 transreid.train INFO: CMC curve, Rank-1  :88.7%
2024-05-07 01:35:23 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-05-07 01:35:23 transreid.train INFO: CMC curve, Rank-10 :95.7%
2024-05-07 01:35:32 transreid.train INFO: Epoch[91] Iter[5/122] Loss: 0.062, Acc: 0.999, Base Lr: 2.22e-04
2024-05-07 01:35:36 transreid.train INFO: Epoch[91] Iter[10/122] Loss: 0.061, Acc: 1.000, Base Lr: 2.22e-04
2024-05-07 01:35:41 transreid.train INFO: Epoch[91] Iter[15/122] Loss: 0.062, Acc: 0.999, Base Lr: 2.22e-04
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2024-05-07 01:35:50 transreid.train INFO: Epoch[91] Iter[25/122] Loss: 0.061, Acc: 0.999, Base Lr: 2.22e-04
2024-05-07 01:35:54 transreid.train INFO: Epoch[91] Iter[30/122] Loss: 0.058, Acc: 0.999, Base Lr: 2.22e-04
2024-05-07 01:35:59 transreid.train INFO: Epoch[91] Iter[35/122] Loss: 0.056, Acc: 0.999, Base Lr: 2.22e-04
2024-05-07 01:36:03 transreid.train INFO: Epoch[91] Iter[40/122] Loss: 0.055, Acc: 0.999, Base Lr: 2.22e-04
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2024-05-07 01:37:09 transreid.train INFO: Epoch 91 done. Time per epoch: 106.190[s] Speed: 274.8[samples/s]
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2024-05-07 01:38:55 transreid.train INFO: Epoch 92 done. Time per epoch: 106.082[s] Speed: 275.1[samples/s]
2024-05-07 01:39:05 transreid.train INFO: Epoch[93] Iter[5/122] Loss: 0.065, Acc: 0.998, Base Lr: 1.94e-04
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2024-05-07 01:40:42 transreid.train INFO: Epoch 93 done. Time per epoch: 107.027[s] Speed: 272.7[samples/s]
2024-05-07 01:40:51 transreid.train INFO: Epoch[94] Iter[5/122] Loss: 0.059, Acc: 0.998, Base Lr: 1.81e-04
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2024-05-07 01:42:29 transreid.train INFO: Epoch 94 done. Time per epoch: 106.757[s] Speed: 273.4[samples/s]
2024-05-07 01:42:38 transreid.train INFO: Epoch[95] Iter[5/122] Loss: 0.060, Acc: 0.999, Base Lr: 1.68e-04
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2024-05-07 01:44:15 transreid.train INFO: Epoch 95 done. Time per epoch: 105.606[s] Speed: 273.9[samples/s]
2024-05-07 01:44:24 transreid.train INFO: Epoch[96] Iter[5/122] Loss: 0.057, Acc: 0.998, Base Lr: 1.56e-04
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2024-05-07 01:46:00 transreid.train INFO: Epoch 96 done. Time per epoch: 105.689[s] Speed: 273.7[samples/s]
2024-05-07 01:46:10 transreid.train INFO: Epoch[97] Iter[5/122] Loss: 0.061, Acc: 1.000, Base Lr: 1.44e-04
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2024-05-07 01:47:46 transreid.train INFO: Epoch 97 done. Time per epoch: 105.734[s] Speed: 273.6[samples/s]
2024-05-07 01:47:55 transreid.train INFO: Epoch[98] Iter[5/122] Loss: 0.071, Acc: 0.996, Base Lr: 1.32e-04
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2024-05-07 01:49:32 transreid.train INFO: Epoch 98 done. Time per epoch: 106.048[s] Speed: 272.8[samples/s]
2024-05-07 01:49:42 transreid.train INFO: Epoch[99] Iter[5/122] Loss: 0.056, Acc: 0.997, Base Lr: 1.21e-04
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2024-05-07 01:51:11 transreid.train INFO: Epoch[99] Iter[105/122] Loss: 0.046, Acc: 0.999, Base Lr: 1.21e-04
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2024-05-07 01:51:19 transreid.train INFO: Epoch 99 done. Time per epoch: 106.634[s] Speed: 271.3[samples/s]
2024-05-07 01:51:28 transreid.train INFO: Epoch[100] Iter[5/122] Loss: 0.064, Acc: 0.999, Base Lr: 1.10e-04
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2024-05-07 01:52:39 transreid.train INFO: Epoch[100] Iter[85/122] Loss: 0.045, Acc: 0.999, Base Lr: 1.10e-04
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2024-05-07 01:52:53 transreid.train INFO: Epoch[100] Iter[100/122] Loss: 0.042, Acc: 0.999, Base Lr: 1.10e-04
2024-05-07 01:52:57 transreid.train INFO: Epoch[100] Iter[105/122] Loss: 0.041, Acc: 0.999, Base Lr: 1.10e-04
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2024-05-07 01:53:05 transreid.train INFO: Epoch 100 done. Time per epoch: 106.289[s] Speed: 272.2[samples/s]
2024-05-07 01:58:06 transreid.train INFO: Validation Results - Epoch: 100
2024-05-07 01:58:06 transreid.train INFO: mAP: 72.4%
2024-05-07 01:58:06 transreid.train INFO: CMC curve, Rank-1  :88.9%
2024-05-07 01:58:06 transreid.train INFO: CMC curve, Rank-5  :94.5%
2024-05-07 01:58:06 transreid.train INFO: CMC curve, Rank-10 :95.8%
2024-05-07 01:58:15 transreid.train INFO: Epoch[101] Iter[5/122] Loss: 0.061, Acc: 0.998, Base Lr: 1.00e-04
2024-05-07 01:58:19 transreid.train INFO: Epoch[101] Iter[10/122] Loss: 0.062, Acc: 0.998, Base Lr: 1.00e-04
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2024-05-07 01:59:54 transreid.train INFO: Epoch 101 done. Time per epoch: 107.783[s] Speed: 273.1[samples/s]
2024-05-07 02:00:03 transreid.train INFO: Epoch[102] Iter[5/122] Loss: 0.051, Acc: 0.999, Base Lr: 9.02e-05
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2024-05-07 02:01:40 transreid.train INFO: Epoch 102 done. Time per epoch: 106.540[s] Speed: 273.9[samples/s]
2024-05-07 02:01:49 transreid.train INFO: Epoch[103] Iter[5/122] Loss: 0.049, Acc: 0.999, Base Lr: 8.10e-05
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2024-05-07 02:03:26 transreid.train INFO: Epoch 103 done. Time per epoch: 106.102[s] Speed: 272.6[samples/s]
2024-05-07 02:03:35 transreid.train INFO: Epoch[104] Iter[5/122] Loss: 0.054, Acc: 1.000, Base Lr: 7.22e-05
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2024-05-07 02:05:13 transreid.train INFO: Epoch 104 done. Time per epoch: 106.811[s] Speed: 273.2[samples/s]
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2024-05-07 02:07:00 transreid.train INFO: Epoch 105 done. Time per epoch: 106.881[s] Speed: 273.1[samples/s]
2024-05-07 02:07:09 transreid.train INFO: Epoch[106] Iter[5/122] Loss: 0.055, Acc: 0.996, Base Lr: 5.62e-05
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2024-05-07 02:08:47 transreid.train INFO: Epoch 106 done. Time per epoch: 106.853[s] Speed: 273.1[samples/s]
2024-05-07 02:08:56 transreid.train INFO: Epoch[107] Iter[5/122] Loss: 0.067, Acc: 0.999, Base Lr: 4.90e-05
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2024-05-07 02:10:33 transreid.train INFO: Epoch 107 done. Time per epoch: 106.470[s] Speed: 271.7[samples/s]
2024-05-07 02:10:42 transreid.train INFO: Epoch[108] Iter[5/122] Loss: 0.066, Acc: 0.998, Base Lr: 4.23e-05
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2024-05-07 02:12:20 transreid.train INFO: Epoch 108 done. Time per epoch: 107.009[s] Speed: 272.7[samples/s]
2024-05-07 02:12:29 transreid.train INFO: Epoch[109] Iter[5/122] Loss: 0.060, Acc: 0.998, Base Lr: 3.61e-05
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2024-05-07 02:14:07 transreid.train INFO: Epoch 109 done. Time per epoch: 107.178[s] Speed: 272.3[samples/s]
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2024-05-07 02:15:54 transreid.train INFO: Epoch 110 done. Time per epoch: 106.877[s] Speed: 273.1[samples/s]
2024-05-07 02:20:59 transreid.train INFO: Validation Results - Epoch: 110
2024-05-07 02:20:59 transreid.train INFO: mAP: 72.7%
2024-05-07 02:20:59 transreid.train INFO: CMC curve, Rank-1  :89.0%
2024-05-07 02:20:59 transreid.train INFO: CMC curve, Rank-5  :94.5%
2024-05-07 02:20:59 transreid.train INFO: CMC curve, Rank-10 :95.8%
2024-05-07 02:21:09 transreid.train INFO: Epoch[111] Iter[5/122] Loss: 0.060, Acc: 0.999, Base Lr: 2.53e-05
2024-05-07 02:21:13 transreid.train INFO: Epoch[111] Iter[10/122] Loss: 0.058, Acc: 0.999, Base Lr: 2.53e-05
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2024-05-07 02:22:46 transreid.train INFO: Epoch 111 done. Time per epoch: 106.817[s] Speed: 273.2[samples/s]
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2024-05-07 02:24:34 transreid.train INFO: Epoch 112 done. Time per epoch: 107.140[s] Speed: 272.4[samples/s]
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2024-05-07 02:26:21 transreid.train INFO: Epoch 113 done. Time per epoch: 107.249[s] Speed: 272.1[samples/s]
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2024-05-07 02:28:08 transreid.train INFO: Epoch 114 done. Time per epoch: 107.342[s] Speed: 271.9[samples/s]
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2024-05-07 02:29:55 transreid.train INFO: Epoch 115 done. Time per epoch: 107.118[s] Speed: 272.4[samples/s]
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2024-05-07 02:31:43 transreid.train INFO: Epoch 116 done. Time per epoch: 107.473[s] Speed: 271.5[samples/s]
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2024-05-07 02:33:30 transreid.train INFO: Epoch 117 done. Time per epoch: 107.532[s] Speed: 271.4[samples/s]
2024-05-07 02:33:40 transreid.train INFO: Epoch[118] Iter[5/122] Loss: 0.060, Acc: 0.999, Base Lr: 4.29e-06
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2024-05-07 02:34:11 transreid.train INFO: Epoch[118] Iter[40/122] Loss: 0.051, Acc: 0.999, Base Lr: 4.29e-06
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2024-05-07 02:34:38 transreid.train INFO: Epoch[118] Iter[70/122] Loss: 0.046, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:34:42 transreid.train INFO: Epoch[118] Iter[75/122] Loss: 0.045, Acc: 0.999, Base Lr: 4.29e-06
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2024-05-07 02:34:51 transreid.train INFO: Epoch[118] Iter[85/122] Loss: 0.043, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:34:55 transreid.train INFO: Epoch[118] Iter[90/122] Loss: 0.042, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:35:00 transreid.train INFO: Epoch[118] Iter[95/122] Loss: 0.041, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:35:04 transreid.train INFO: Epoch[118] Iter[100/122] Loss: 0.040, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:35:09 transreid.train INFO: Epoch[118] Iter[105/122] Loss: 0.039, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:35:13 transreid.train INFO: Epoch[118] Iter[110/122] Loss: 0.038, Acc: 0.999, Base Lr: 4.29e-06
2024-05-07 02:35:18 transreid.train INFO: Epoch 118 done. Time per epoch: 107.310[s] Speed: 272.0[samples/s]
2024-05-07 02:35:27 transreid.train INFO: Epoch[119] Iter[5/122] Loss: 0.065, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:35:31 transreid.train INFO: Epoch[119] Iter[10/122] Loss: 0.058, Acc: 0.999, Base Lr: 3.47e-06
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2024-05-07 02:35:40 transreid.train INFO: Epoch[119] Iter[20/122] Loss: 0.054, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:35:44 transreid.train INFO: Epoch[119] Iter[25/122] Loss: 0.051, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:35:49 transreid.train INFO: Epoch[119] Iter[30/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:35:53 transreid.train INFO: Epoch[119] Iter[35/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:35:58 transreid.train INFO: Epoch[119] Iter[40/122] Loss: 0.049, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:02 transreid.train INFO: Epoch[119] Iter[45/122] Loss: 0.048, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:07 transreid.train INFO: Epoch[119] Iter[50/122] Loss: 0.048, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:11 transreid.train INFO: Epoch[119] Iter[55/122] Loss: 0.047, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:16 transreid.train INFO: Epoch[119] Iter[60/122] Loss: 0.046, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:20 transreid.train INFO: Epoch[119] Iter[65/122] Loss: 0.046, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:25 transreid.train INFO: Epoch[119] Iter[70/122] Loss: 0.045, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:29 transreid.train INFO: Epoch[119] Iter[75/122] Loss: 0.044, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:33 transreid.train INFO: Epoch[119] Iter[80/122] Loss: 0.046, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:38 transreid.train INFO: Epoch[119] Iter[85/122] Loss: 0.045, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:42 transreid.train INFO: Epoch[119] Iter[90/122] Loss: 0.044, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:47 transreid.train INFO: Epoch[119] Iter[95/122] Loss: 0.042, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:51 transreid.train INFO: Epoch[119] Iter[100/122] Loss: 0.042, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:36:56 transreid.train INFO: Epoch[119] Iter[105/122] Loss: 0.042, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:37:00 transreid.train INFO: Epoch[119] Iter[110/122] Loss: 0.041, Acc: 0.999, Base Lr: 3.47e-06
2024-05-07 02:37:04 transreid.train INFO: Epoch 119 done. Time per epoch: 106.745[s] Speed: 273.4[samples/s]
2024-05-07 02:37:13 transreid.train INFO: Epoch[120] Iter[5/122] Loss: 0.059, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:18 transreid.train INFO: Epoch[120] Iter[10/122] Loss: 0.051, Acc: 1.000, Base Lr: 3.20e-06
2024-05-07 02:37:22 transreid.train INFO: Epoch[120] Iter[15/122] Loss: 0.051, Acc: 1.000, Base Lr: 3.20e-06
2024-05-07 02:37:27 transreid.train INFO: Epoch[120] Iter[20/122] Loss: 0.050, Acc: 1.000, Base Lr: 3.20e-06
2024-05-07 02:37:31 transreid.train INFO: Epoch[120] Iter[25/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:36 transreid.train INFO: Epoch[120] Iter[30/122] Loss: 0.052, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:40 transreid.train INFO: Epoch[120] Iter[35/122] Loss: 0.051, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:45 transreid.train INFO: Epoch[120] Iter[40/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:49 transreid.train INFO: Epoch[120] Iter[45/122] Loss: 0.050, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:54 transreid.train INFO: Epoch[120] Iter[50/122] Loss: 0.049, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:37:58 transreid.train INFO: Epoch[120] Iter[55/122] Loss: 0.047, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:03 transreid.train INFO: Epoch[120] Iter[60/122] Loss: 0.047, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:07 transreid.train INFO: Epoch[120] Iter[65/122] Loss: 0.046, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:11 transreid.train INFO: Epoch[120] Iter[70/122] Loss: 0.045, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:16 transreid.train INFO: Epoch[120] Iter[75/122] Loss: 0.044, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:20 transreid.train INFO: Epoch[120] Iter[80/122] Loss: 0.043, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:25 transreid.train INFO: Epoch[120] Iter[85/122] Loss: 0.042, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:29 transreid.train INFO: Epoch[120] Iter[90/122] Loss: 0.041, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:34 transreid.train INFO: Epoch[120] Iter[95/122] Loss: 0.041, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:38 transreid.train INFO: Epoch[120] Iter[100/122] Loss: 0.040, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:43 transreid.train INFO: Epoch[120] Iter[105/122] Loss: 0.039, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:47 transreid.train INFO: Epoch[120] Iter[110/122] Loss: 0.038, Acc: 0.999, Base Lr: 3.20e-06
2024-05-07 02:38:52 transreid.train INFO: Epoch 120 done. Time per epoch: 107.263[s] Speed: 272.1[samples/s]
2024-05-07 02:43:52 transreid.train INFO: Validation Results - Epoch: 120
2024-05-07 02:43:52 transreid.train INFO: mAP: 72.7%
2024-05-07 02:43:52 transreid.train INFO: CMC curve, Rank-1  :89.0%
2024-05-07 02:43:52 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-05-07 02:43:52 transreid.train INFO: CMC curve, Rank-10 :95.8%
