2024-05-21 10:24:47 transreid INFO: Saving model in the path :log/bs_exp/VOLO_D3_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-21 10:24:47 transreid INFO: Loaded configuration file configs/msmt17/volo_d3.yml
2024-05-21 10:24:47 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: volo_d3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/VOLO_D3.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/VOLO_D3_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-21 10:24:48 transreid.check INFO: Dataset statistics:
2024-05-21 10:24:48 transreid.check INFO:   ----------------------------------------
2024-05-21 10:24:48 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-21 10:24:48 transreid.check INFO:   ----------------------------------------
2024-05-21 10:24:48 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-21 10:24:48 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-21 10:24:48 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-21 10:24:48 transreid.check INFO:   ----------------------------------------
2024-05-21 10:24:54 transreid INFO: ===========using cosine learning rate=======
2024-05-21 10:24:54 transreid.train INFO: start training
2024-05-21 10:25:02 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 24.069, Acc: 0.011, Base Lr: 2.38e-05
2024-05-21 10:25:05 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 22.737, Acc: 0.005, Base Lr: 2.38e-05
2024-05-21 10:25:09 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 21.331, Acc: 0.005, Base Lr: 2.38e-05
2024-05-21 10:25:12 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 20.290, Acc: 0.004, Base Lr: 2.38e-05
2024-05-21 10:25:15 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 19.133, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:19 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 18.449, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:22 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 17.697, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:26 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 17.208, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:29 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 16.875, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:32 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 16.381, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:36 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 16.044, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:39 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 15.719, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:42 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 15.484, Acc: 0.003, Base Lr: 2.38e-05
2024-05-21 10:25:46 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 15.281, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:25:49 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 15.072, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:25:53 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 14.885, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:25:56 transreid.train INFO: Epoch[1] Iter[170/486] Loss: 14.668, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:25:59 transreid.train INFO: Epoch[1] Iter[180/486] Loss: 14.449, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:03 transreid.train INFO: Epoch[1] Iter[190/486] Loss: 14.278, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:06 transreid.train INFO: Epoch[1] Iter[200/486] Loss: 14.079, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:10 transreid.train INFO: Epoch[1] Iter[210/486] Loss: 13.901, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:13 transreid.train INFO: Epoch[1] Iter[220/486] Loss: 13.684, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:16 transreid.train INFO: Epoch[1] Iter[230/486] Loss: 13.478, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:20 transreid.train INFO: Epoch[1] Iter[240/486] Loss: 13.288, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:23 transreid.train INFO: Epoch[1] Iter[250/486] Loss: 13.094, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:27 transreid.train INFO: Epoch[1] Iter[260/486] Loss: 12.911, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:30 transreid.train INFO: Epoch[1] Iter[270/486] Loss: 12.739, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:33 transreid.train INFO: Epoch[1] Iter[280/486] Loss: 12.573, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:37 transreid.train INFO: Epoch[1] Iter[290/486] Loss: 12.418, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:40 transreid.train INFO: Epoch[1] Iter[300/486] Loss: 12.270, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:44 transreid.train INFO: Epoch[1] Iter[310/486] Loss: 12.134, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:26:47 transreid.train INFO: Epoch[1] Iter[320/486] Loss: 12.004, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:26:50 transreid.train INFO: Epoch[1] Iter[330/486] Loss: 11.880, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:26:54 transreid.train INFO: Epoch[1] Iter[340/486] Loss: 11.766, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:26:57 transreid.train INFO: Epoch[1] Iter[350/486] Loss: 11.657, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:27:01 transreid.train INFO: Epoch[1] Iter[360/486] Loss: 11.554, Acc: 0.002, Base Lr: 2.38e-05
2024-05-21 10:27:04 transreid.train INFO: Epoch[1] Iter[370/486] Loss: 11.457, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:07 transreid.train INFO: Epoch[1] Iter[380/486] Loss: 11.365, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:11 transreid.train INFO: Epoch[1] Iter[390/486] Loss: 11.276, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:14 transreid.train INFO: Epoch[1] Iter[400/486] Loss: 11.192, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:18 transreid.train INFO: Epoch[1] Iter[410/486] Loss: 11.113, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:21 transreid.train INFO: Epoch[1] Iter[420/486] Loss: 11.037, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:24 transreid.train INFO: Epoch[1] Iter[430/486] Loss: 10.965, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:28 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 10.897, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:31 transreid.train INFO: Epoch[1] Iter[450/486] Loss: 10.831, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:35 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 10.767, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:38 transreid.train INFO: Epoch[1] Iter[470/486] Loss: 10.706, Acc: 0.001, Base Lr: 2.38e-05
2024-05-21 10:27:40 transreid.train INFO: Epoch 1 done. Time per epoch: 165.671[s] Speed: 183.5[samples/s]
2024-05-21 10:27:44 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.769, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:27:48 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 7.787, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:27:51 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 7.806, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:27:55 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 7.789, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:27:58 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 7.780, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:01 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 7.764, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:05 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 7.758, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:08 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 7.748, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:12 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 7.745, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:15 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 7.735, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:18 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 7.732, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:22 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 7.729, Acc: 0.002, Base Lr: 4.36e-05
2024-05-21 10:28:25 transreid.train INFO: Epoch[2] Iter[130/486] Loss: 7.726, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:29 transreid.train INFO: Epoch[2] Iter[140/486] Loss: 7.723, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:32 transreid.train INFO: Epoch[2] Iter[150/486] Loss: 7.718, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:36 transreid.train INFO: Epoch[2] Iter[160/486] Loss: 7.716, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:39 transreid.train INFO: Epoch[2] Iter[170/486] Loss: 7.713, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:42 transreid.train INFO: Epoch[2] Iter[180/486] Loss: 7.708, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:46 transreid.train INFO: Epoch[2] Iter[190/486] Loss: 7.705, Acc: 0.003, Base Lr: 4.36e-05
2024-05-21 10:28:49 transreid.train INFO: Epoch[2] Iter[200/486] Loss: 7.700, Acc: 0.004, Base Lr: 4.36e-05
2024-05-21 10:28:53 transreid.train INFO: Epoch[2] Iter[210/486] Loss: 7.696, Acc: 0.004, Base Lr: 4.36e-05
2024-05-21 10:28:56 transreid.train INFO: Epoch[2] Iter[220/486] Loss: 7.692, Acc: 0.004, Base Lr: 4.36e-05
2024-05-21 10:28:59 transreid.train INFO: Epoch[2] Iter[230/486] Loss: 7.688, Acc: 0.005, Base Lr: 4.36e-05
2024-05-21 10:29:03 transreid.train INFO: Epoch[2] Iter[240/486] Loss: 7.686, Acc: 0.005, Base Lr: 4.36e-05
2024-05-21 10:29:06 transreid.train INFO: Epoch[2] Iter[250/486] Loss: 7.684, Acc: 0.005, Base Lr: 4.36e-05
2024-05-21 10:29:10 transreid.train INFO: Epoch[2] Iter[260/486] Loss: 7.684, Acc: 0.005, Base Lr: 4.36e-05
2024-05-21 10:29:13 transreid.train INFO: Epoch[2] Iter[270/486] Loss: 7.681, Acc: 0.006, Base Lr: 4.36e-05
2024-05-21 10:29:17 transreid.train INFO: Epoch[2] Iter[280/486] Loss: 7.681, Acc: 0.006, Base Lr: 4.36e-05
2024-05-21 10:29:20 transreid.train INFO: Epoch[2] Iter[290/486] Loss: 7.678, Acc: 0.006, Base Lr: 4.36e-05
2024-05-21 10:29:23 transreid.train INFO: Epoch[2] Iter[300/486] Loss: 7.678, Acc: 0.007, Base Lr: 4.36e-05
2024-05-21 10:29:27 transreid.train INFO: Epoch[2] Iter[310/486] Loss: 7.676, Acc: 0.007, Base Lr: 4.36e-05
2024-05-21 10:29:30 transreid.train INFO: Epoch[2] Iter[320/486] Loss: 7.674, Acc: 0.007, Base Lr: 4.36e-05
2024-05-21 10:29:34 transreid.train INFO: Epoch[2] Iter[330/486] Loss: 7.672, Acc: 0.008, Base Lr: 4.36e-05
2024-05-21 10:29:37 transreid.train INFO: Epoch[2] Iter[340/486] Loss: 7.672, Acc: 0.008, Base Lr: 4.36e-05
2024-05-21 10:29:41 transreid.train INFO: Epoch[2] Iter[350/486] Loss: 7.670, Acc: 0.009, Base Lr: 4.36e-05
2024-05-21 10:29:44 transreid.train INFO: Epoch[2] Iter[360/486] Loss: 7.669, Acc: 0.010, Base Lr: 4.36e-05
2024-05-21 10:29:47 transreid.train INFO: Epoch[2] Iter[370/486] Loss: 7.668, Acc: 0.011, Base Lr: 4.36e-05
2024-05-21 10:29:51 transreid.train INFO: Epoch[2] Iter[380/486] Loss: 7.667, Acc: 0.012, Base Lr: 4.36e-05
2024-05-21 10:29:54 transreid.train INFO: Epoch[2] Iter[390/486] Loss: 7.665, Acc: 0.014, Base Lr: 4.36e-05
2024-05-21 10:29:58 transreid.train INFO: Epoch[2] Iter[400/486] Loss: 7.664, Acc: 0.014, Base Lr: 4.36e-05
2024-05-21 10:30:01 transreid.train INFO: Epoch[2] Iter[410/486] Loss: 7.664, Acc: 0.016, Base Lr: 4.36e-05
2024-05-21 10:30:05 transreid.train INFO: Epoch[2] Iter[420/486] Loss: 7.663, Acc: 0.018, Base Lr: 4.36e-05
2024-05-21 10:30:08 transreid.train INFO: Epoch[2] Iter[430/486] Loss: 7.663, Acc: 0.020, Base Lr: 4.36e-05
2024-05-21 10:30:11 transreid.train INFO: Epoch[2] Iter[440/486] Loss: 7.662, Acc: 0.024, Base Lr: 4.36e-05
2024-05-21 10:30:15 transreid.train INFO: Epoch[2] Iter[450/486] Loss: 7.661, Acc: 0.028, Base Lr: 4.36e-05
2024-05-21 10:30:18 transreid.train INFO: Epoch[2] Iter[460/486] Loss: 7.661, Acc: 0.031, Base Lr: 4.36e-05
2024-05-21 10:30:22 transreid.train INFO: Epoch[2] Iter[470/486] Loss: 7.661, Acc: 0.036, Base Lr: 4.36e-05
2024-05-21 10:30:23 transreid.train INFO: Epoch 2 done. Time per epoch: 163.608[s] Speed: 185.8[samples/s]
2024-05-21 10:30:28 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.600, Acc: 0.028, Base Lr: 6.34e-05
2024-05-21 10:30:31 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.576, Acc: 0.037, Base Lr: 6.34e-05
2024-05-21 10:30:35 transreid.train INFO: Epoch[3] Iter[30/486] Loss: 7.558, Acc: 0.043, Base Lr: 6.34e-05
2024-05-21 10:30:38 transreid.train INFO: Epoch[3] Iter[40/486] Loss: 7.557, Acc: 0.045, Base Lr: 6.34e-05
2024-05-21 10:30:41 transreid.train INFO: Epoch[3] Iter[50/486] Loss: 7.551, Acc: 0.050, Base Lr: 6.34e-05
2024-05-21 10:30:45 transreid.train INFO: Epoch[3] Iter[60/486] Loss: 7.548, Acc: 0.048, Base Lr: 6.34e-05
2024-05-21 10:30:48 transreid.train INFO: Epoch[3] Iter[70/486] Loss: 7.532, Acc: 0.048, Base Lr: 6.34e-05
2024-05-21 10:30:52 transreid.train INFO: Epoch[3] Iter[80/486] Loss: 7.534, Acc: 0.047, Base Lr: 6.34e-05
2024-05-21 10:30:55 transreid.train INFO: Epoch[3] Iter[90/486] Loss: 7.533, Acc: 0.046, Base Lr: 6.34e-05
2024-05-21 10:30:59 transreid.train INFO: Epoch[3] Iter[100/486] Loss: 7.531, Acc: 0.048, Base Lr: 6.34e-05
2024-05-21 10:31:02 transreid.train INFO: Epoch[3] Iter[110/486] Loss: 7.530, Acc: 0.047, Base Lr: 6.34e-05
2024-05-21 10:31:05 transreid.train INFO: Epoch[3] Iter[120/486] Loss: 7.529, Acc: 0.049, Base Lr: 6.34e-05
2024-05-21 10:31:09 transreid.train INFO: Epoch[3] Iter[130/486] Loss: 7.529, Acc: 0.050, Base Lr: 6.34e-05
2024-05-21 10:31:12 transreid.train INFO: Epoch[3] Iter[140/486] Loss: 7.528, Acc: 0.050, Base Lr: 6.34e-05
2024-05-21 10:31:16 transreid.train INFO: Epoch[3] Iter[150/486] Loss: 7.525, Acc: 0.048, Base Lr: 6.34e-05
2024-05-21 10:31:19 transreid.train INFO: Epoch[3] Iter[160/486] Loss: 7.527, Acc: 0.051, Base Lr: 6.34e-05
2024-05-21 10:31:22 transreid.train INFO: Epoch[3] Iter[170/486] Loss: 7.526, Acc: 0.051, Base Lr: 6.34e-05
2024-05-21 10:31:26 transreid.train INFO: Epoch[3] Iter[180/486] Loss: 7.523, Acc: 0.052, Base Lr: 6.34e-05
2024-05-21 10:31:29 transreid.train INFO: Epoch[3] Iter[190/486] Loss: 7.518, Acc: 0.053, Base Lr: 6.34e-05
2024-05-21 10:31:33 transreid.train INFO: Epoch[3] Iter[200/486] Loss: 7.515, Acc: 0.055, Base Lr: 6.34e-05
2024-05-21 10:31:36 transreid.train INFO: Epoch[3] Iter[210/486] Loss: 7.514, Acc: 0.057, Base Lr: 6.34e-05
2024-05-21 10:31:40 transreid.train INFO: Epoch[3] Iter[220/486] Loss: 7.513, Acc: 0.058, Base Lr: 6.34e-05
2024-05-21 10:31:43 transreid.train INFO: Epoch[3] Iter[230/486] Loss: 7.512, Acc: 0.060, Base Lr: 6.34e-05
2024-05-21 10:31:46 transreid.train INFO: Epoch[3] Iter[240/486] Loss: 7.509, Acc: 0.060, Base Lr: 6.34e-05
2024-05-21 10:31:50 transreid.train INFO: Epoch[3] Iter[250/486] Loss: 7.506, Acc: 0.061, Base Lr: 6.34e-05
2024-05-21 10:31:53 transreid.train INFO: Epoch[3] Iter[260/486] Loss: 7.502, Acc: 0.062, Base Lr: 6.34e-05
2024-05-21 10:31:57 transreid.train INFO: Epoch[3] Iter[270/486] Loss: 7.500, Acc: 0.063, Base Lr: 6.34e-05
2024-05-21 10:32:00 transreid.train INFO: Epoch[3] Iter[280/486] Loss: 7.497, Acc: 0.064, Base Lr: 6.34e-05
2024-05-21 10:32:04 transreid.train INFO: Epoch[3] Iter[290/486] Loss: 7.500, Acc: 0.065, Base Lr: 6.34e-05
2024-05-21 10:32:07 transreid.train INFO: Epoch[3] Iter[300/486] Loss: 7.499, Acc: 0.067, Base Lr: 6.34e-05
2024-05-21 10:32:10 transreid.train INFO: Epoch[3] Iter[310/486] Loss: 7.497, Acc: 0.069, Base Lr: 6.34e-05
2024-05-21 10:32:14 transreid.train INFO: Epoch[3] Iter[320/486] Loss: 7.498, Acc: 0.070, Base Lr: 6.34e-05
2024-05-21 10:32:17 transreid.train INFO: Epoch[3] Iter[330/486] Loss: 7.497, Acc: 0.072, Base Lr: 6.34e-05
2024-05-21 10:32:21 transreid.train INFO: Epoch[3] Iter[340/486] Loss: 7.495, Acc: 0.074, Base Lr: 6.34e-05
2024-05-21 10:32:24 transreid.train INFO: Epoch[3] Iter[350/486] Loss: 7.493, Acc: 0.078, Base Lr: 6.34e-05
2024-05-21 10:32:27 transreid.train INFO: Epoch[3] Iter[360/486] Loss: 7.494, Acc: 0.080, Base Lr: 6.34e-05
2024-05-21 10:32:31 transreid.train INFO: Epoch[3] Iter[370/486] Loss: 7.493, Acc: 0.083, Base Lr: 6.34e-05
2024-05-21 10:32:34 transreid.train INFO: Epoch[3] Iter[380/486] Loss: 7.491, Acc: 0.086, Base Lr: 6.34e-05
2024-05-21 10:32:38 transreid.train INFO: Epoch[3] Iter[390/486] Loss: 7.490, Acc: 0.089, Base Lr: 6.34e-05
2024-05-21 10:32:41 transreid.train INFO: Epoch[3] Iter[400/486] Loss: 7.488, Acc: 0.094, Base Lr: 6.34e-05
2024-05-21 10:32:45 transreid.train INFO: Epoch[3] Iter[410/486] Loss: 7.488, Acc: 0.100, Base Lr: 6.34e-05
2024-05-21 10:32:48 transreid.train INFO: Epoch[3] Iter[420/486] Loss: 7.486, Acc: 0.106, Base Lr: 6.34e-05
2024-05-21 10:32:51 transreid.train INFO: Epoch[3] Iter[430/486] Loss: 7.483, Acc: 0.114, Base Lr: 6.34e-05
2024-05-21 10:32:55 transreid.train INFO: Epoch[3] Iter[440/486] Loss: 7.480, Acc: 0.120, Base Lr: 6.34e-05
2024-05-21 10:32:58 transreid.train INFO: Epoch[3] Iter[450/486] Loss: 7.479, Acc: 0.127, Base Lr: 6.34e-05
2024-05-21 10:33:02 transreid.train INFO: Epoch[3] Iter[460/486] Loss: 7.476, Acc: 0.137, Base Lr: 6.34e-05
2024-05-21 10:33:05 transreid.train INFO: Epoch[3] Iter[470/486] Loss: 7.471, Acc: 0.148, Base Lr: 6.34e-05
2024-05-21 10:33:06 transreid.train INFO: Epoch 3 done. Time per epoch: 162.996[s] Speed: 186.1[samples/s]
2024-05-21 10:33:11 transreid.train INFO: Epoch[4] Iter[10/486] Loss: 7.434, Acc: 0.067, Base Lr: 8.32e-05
2024-05-21 10:33:15 transreid.train INFO: Epoch[4] Iter[20/486] Loss: 7.427, Acc: 0.053, Base Lr: 8.32e-05
2024-05-21 10:33:18 transreid.train INFO: Epoch[4] Iter[30/486] Loss: 7.418, Acc: 0.060, Base Lr: 8.32e-05
2024-05-21 10:33:21 transreid.train INFO: Epoch[4] Iter[40/486] Loss: 7.428, Acc: 0.050, Base Lr: 8.32e-05
2024-05-21 10:33:25 transreid.train INFO: Epoch[4] Iter[50/486] Loss: 7.416, Acc: 0.047, Base Lr: 8.32e-05
2024-05-21 10:33:28 transreid.train INFO: Epoch[4] Iter[60/486] Loss: 7.413, Acc: 0.046, Base Lr: 8.32e-05
2024-05-21 10:33:32 transreid.train INFO: Epoch[4] Iter[70/486] Loss: 7.413, Acc: 0.046, Base Lr: 8.32e-05
2024-05-21 10:33:35 transreid.train INFO: Epoch[4] Iter[80/486] Loss: 7.408, Acc: 0.043, Base Lr: 8.32e-05
2024-05-21 10:33:39 transreid.train INFO: Epoch[4] Iter[90/486] Loss: 7.398, Acc: 0.042, Base Lr: 8.32e-05
2024-05-21 10:33:42 transreid.train INFO: Epoch[4] Iter[100/486] Loss: 7.396, Acc: 0.045, Base Lr: 8.32e-05
2024-05-21 10:33:45 transreid.train INFO: Epoch[4] Iter[110/486] Loss: 7.394, Acc: 0.046, Base Lr: 8.32e-05
2024-05-21 10:33:49 transreid.train INFO: Epoch[4] Iter[120/486] Loss: 7.393, Acc: 0.048, Base Lr: 8.32e-05
2024-05-21 10:33:52 transreid.train INFO: Epoch[4] Iter[130/486] Loss: 7.387, Acc: 0.048, Base Lr: 8.32e-05
2024-05-21 10:33:56 transreid.train INFO: Epoch[4] Iter[140/486] Loss: 7.384, Acc: 0.047, Base Lr: 8.32e-05
2024-05-21 10:33:59 transreid.train INFO: Epoch[4] Iter[150/486] Loss: 7.387, Acc: 0.048, Base Lr: 8.32e-05
2024-05-21 10:34:02 transreid.train INFO: Epoch[4] Iter[160/486] Loss: 7.385, Acc: 0.050, Base Lr: 8.32e-05
2024-05-21 10:34:06 transreid.train INFO: Epoch[4] Iter[170/486] Loss: 7.381, Acc: 0.050, Base Lr: 8.32e-05
2024-05-21 10:34:09 transreid.train INFO: Epoch[4] Iter[180/486] Loss: 7.377, Acc: 0.049, Base Lr: 8.32e-05
2024-05-21 10:34:13 transreid.train INFO: Epoch[4] Iter[190/486] Loss: 7.375, Acc: 0.049, Base Lr: 8.32e-05
2024-05-21 10:34:16 transreid.train INFO: Epoch[4] Iter[200/486] Loss: 7.372, Acc: 0.052, Base Lr: 8.32e-05
2024-05-21 10:34:19 transreid.train INFO: Epoch[4] Iter[210/486] Loss: 7.372, Acc: 0.053, Base Lr: 8.32e-05
2024-05-21 10:34:23 transreid.train INFO: Epoch[4] Iter[220/486] Loss: 7.371, Acc: 0.054, Base Lr: 8.32e-05
2024-05-21 10:34:26 transreid.train INFO: Epoch[4] Iter[230/486] Loss: 7.367, Acc: 0.055, Base Lr: 8.32e-05
2024-05-21 10:34:30 transreid.train INFO: Epoch[4] Iter[240/486] Loss: 7.361, Acc: 0.058, Base Lr: 8.32e-05
2024-05-21 10:34:33 transreid.train INFO: Epoch[4] Iter[250/486] Loss: 7.362, Acc: 0.060, Base Lr: 8.32e-05
2024-05-21 10:34:37 transreid.train INFO: Epoch[4] Iter[260/486] Loss: 7.362, Acc: 0.061, Base Lr: 8.32e-05
2024-05-21 10:34:40 transreid.train INFO: Epoch[4] Iter[270/486] Loss: 7.360, Acc: 0.063, Base Lr: 8.32e-05
2024-05-21 10:34:43 transreid.train INFO: Epoch[4] Iter[280/486] Loss: 7.356, Acc: 0.064, Base Lr: 8.32e-05
2024-05-21 10:34:47 transreid.train INFO: Epoch[4] Iter[290/486] Loss: 7.350, Acc: 0.066, Base Lr: 8.32e-05
2024-05-21 10:34:50 transreid.train INFO: Epoch[4] Iter[300/486] Loss: 7.345, Acc: 0.067, Base Lr: 8.32e-05
2024-05-21 10:34:54 transreid.train INFO: Epoch[4] Iter[310/486] Loss: 7.341, Acc: 0.070, Base Lr: 8.32e-05
2024-05-21 10:34:57 transreid.train INFO: Epoch[4] Iter[320/486] Loss: 7.339, Acc: 0.073, Base Lr: 8.32e-05
2024-05-21 10:35:00 transreid.train INFO: Epoch[4] Iter[330/486] Loss: 7.335, Acc: 0.077, Base Lr: 8.32e-05
2024-05-21 10:35:04 transreid.train INFO: Epoch[4] Iter[340/486] Loss: 7.332, Acc: 0.081, Base Lr: 8.32e-05
2024-05-21 10:35:07 transreid.train INFO: Epoch[4] Iter[350/486] Loss: 7.328, Acc: 0.084, Base Lr: 8.32e-05
2024-05-21 10:35:11 transreid.train INFO: Epoch[4] Iter[360/486] Loss: 7.324, Acc: 0.088, Base Lr: 8.32e-05
2024-05-21 10:35:14 transreid.train INFO: Epoch[4] Iter[370/486] Loss: 7.322, Acc: 0.091, Base Lr: 8.32e-05
2024-05-21 10:35:18 transreid.train INFO: Epoch[4] Iter[380/486] Loss: 7.318, Acc: 0.094, Base Lr: 8.32e-05
2024-05-21 10:35:21 transreid.train INFO: Epoch[4] Iter[390/486] Loss: 7.315, Acc: 0.101, Base Lr: 8.32e-05
2024-05-21 10:35:24 transreid.train INFO: Epoch[4] Iter[400/486] Loss: 7.312, Acc: 0.106, Base Lr: 8.32e-05
2024-05-21 10:35:28 transreid.train INFO: Epoch[4] Iter[410/486] Loss: 7.309, Acc: 0.112, Base Lr: 8.32e-05
2024-05-21 10:35:31 transreid.train INFO: Epoch[4] Iter[420/486] Loss: 7.306, Acc: 0.117, Base Lr: 8.32e-05
2024-05-21 10:35:35 transreid.train INFO: Epoch[4] Iter[430/486] Loss: 7.302, Acc: 0.123, Base Lr: 8.32e-05
2024-05-21 10:35:38 transreid.train INFO: Epoch[4] Iter[440/486] Loss: 7.296, Acc: 0.132, Base Lr: 8.32e-05
2024-05-21 10:35:41 transreid.train INFO: Epoch[4] Iter[450/486] Loss: 7.292, Acc: 0.140, Base Lr: 8.32e-05
2024-05-21 10:35:45 transreid.train INFO: Epoch[4] Iter[460/486] Loss: 7.285, Acc: 0.151, Base Lr: 8.32e-05
2024-05-21 10:35:48 transreid.train INFO: Epoch[4] Iter[470/486] Loss: 7.280, Acc: 0.162, Base Lr: 8.32e-05
2024-05-21 10:35:49 transreid.train INFO: Epoch 4 done. Time per epoch: 162.899[s] Speed: 185.8[samples/s]
2024-05-21 10:35:54 transreid.train INFO: Epoch[5] Iter[10/486] Loss: 7.213, Acc: 0.062, Base Lr: 1.03e-04
2024-05-21 10:35:57 transreid.train INFO: Epoch[5] Iter[20/486] Loss: 7.209, Acc: 0.050, Base Lr: 1.03e-04
2024-05-21 10:36:01 transreid.train INFO: Epoch[5] Iter[30/486] Loss: 7.230, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:04 transreid.train INFO: Epoch[5] Iter[40/486] Loss: 7.213, Acc: 0.043, Base Lr: 1.03e-04
2024-05-21 10:36:07 transreid.train INFO: Epoch[5] Iter[50/486] Loss: 7.220, Acc: 0.040, Base Lr: 1.03e-04
2024-05-21 10:36:11 transreid.train INFO: Epoch[5] Iter[60/486] Loss: 7.212, Acc: 0.041, Base Lr: 1.03e-04
2024-05-21 10:36:14 transreid.train INFO: Epoch[5] Iter[70/486] Loss: 7.207, Acc: 0.042, Base Lr: 1.03e-04
2024-05-21 10:36:18 transreid.train INFO: Epoch[5] Iter[80/486] Loss: 7.211, Acc: 0.041, Base Lr: 1.03e-04
2024-05-21 10:36:21 transreid.train INFO: Epoch[5] Iter[90/486] Loss: 7.215, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:24 transreid.train INFO: Epoch[5] Iter[100/486] Loss: 7.216, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:28 transreid.train INFO: Epoch[5] Iter[110/486] Loss: 7.212, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:31 transreid.train INFO: Epoch[5] Iter[120/486] Loss: 7.211, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:35 transreid.train INFO: Epoch[5] Iter[130/486] Loss: 7.206, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:38 transreid.train INFO: Epoch[5] Iter[140/486] Loss: 7.202, Acc: 0.044, Base Lr: 1.03e-04
2024-05-21 10:36:41 transreid.train INFO: Epoch[5] Iter[150/486] Loss: 7.199, Acc: 0.046, Base Lr: 1.03e-04
2024-05-21 10:36:45 transreid.train INFO: Epoch[5] Iter[160/486] Loss: 7.203, Acc: 0.045, Base Lr: 1.03e-04
2024-05-21 10:36:48 transreid.train INFO: Epoch[5] Iter[170/486] Loss: 7.201, Acc: 0.046, Base Lr: 1.03e-04
2024-05-21 10:36:51 transreid.train INFO: Epoch[5] Iter[180/486] Loss: 7.198, Acc: 0.046, Base Lr: 1.03e-04
2024-05-21 10:36:55 transreid.train INFO: Epoch[5] Iter[190/486] Loss: 7.197, Acc: 0.047, Base Lr: 1.03e-04
2024-05-21 10:36:58 transreid.train INFO: Epoch[5] Iter[200/486] Loss: 7.197, Acc: 0.047, Base Lr: 1.03e-04
2024-05-21 10:37:02 transreid.train INFO: Epoch[5] Iter[210/486] Loss: 7.196, Acc: 0.047, Base Lr: 1.03e-04
2024-05-21 10:37:05 transreid.train INFO: Epoch[5] Iter[220/486] Loss: 7.193, Acc: 0.048, Base Lr: 1.03e-04
2024-05-21 10:37:08 transreid.train INFO: Epoch[5] Iter[230/486] Loss: 7.187, Acc: 0.050, Base Lr: 1.03e-04
2024-05-21 10:37:12 transreid.train INFO: Epoch[5] Iter[240/486] Loss: 7.181, Acc: 0.051, Base Lr: 1.03e-04
2024-05-21 10:37:15 transreid.train INFO: Epoch[5] Iter[250/486] Loss: 7.176, Acc: 0.053, Base Lr: 1.03e-04
2024-05-21 10:37:19 transreid.train INFO: Epoch[5] Iter[260/486] Loss: 7.178, Acc: 0.054, Base Lr: 1.03e-04
2024-05-21 10:37:22 transreid.train INFO: Epoch[5] Iter[270/486] Loss: 7.175, Acc: 0.057, Base Lr: 1.03e-04
2024-05-21 10:37:25 transreid.train INFO: Epoch[5] Iter[280/486] Loss: 7.169, Acc: 0.059, Base Lr: 1.03e-04
2024-05-21 10:37:29 transreid.train INFO: Epoch[5] Iter[290/486] Loss: 7.168, Acc: 0.060, Base Lr: 1.03e-04
2024-05-21 10:37:32 transreid.train INFO: Epoch[5] Iter[300/486] Loss: 7.165, Acc: 0.061, Base Lr: 1.03e-04
2024-05-21 10:37:36 transreid.train INFO: Epoch[5] Iter[310/486] Loss: 7.159, Acc: 0.063, Base Lr: 1.03e-04
2024-05-21 10:37:39 transreid.train INFO: Epoch[5] Iter[320/486] Loss: 7.154, Acc: 0.064, Base Lr: 1.03e-04
2024-05-21 10:37:42 transreid.train INFO: Epoch[5] Iter[330/486] Loss: 7.147, Acc: 0.067, Base Lr: 1.03e-04
2024-05-21 10:37:46 transreid.train INFO: Epoch[5] Iter[340/486] Loss: 7.141, Acc: 0.070, Base Lr: 1.03e-04
2024-05-21 10:37:49 transreid.train INFO: Epoch[5] Iter[350/486] Loss: 7.137, Acc: 0.074, Base Lr: 1.03e-04
2024-05-21 10:37:53 transreid.train INFO: Epoch[5] Iter[360/486] Loss: 7.134, Acc: 0.076, Base Lr: 1.03e-04
2024-05-21 10:37:56 transreid.train INFO: Epoch[5] Iter[370/486] Loss: 7.132, Acc: 0.079, Base Lr: 1.03e-04
2024-05-21 10:37:59 transreid.train INFO: Epoch[5] Iter[380/486] Loss: 7.127, Acc: 0.082, Base Lr: 1.03e-04
2024-05-21 10:38:03 transreid.train INFO: Epoch[5] Iter[390/486] Loss: 7.120, Acc: 0.086, Base Lr: 1.03e-04
2024-05-21 10:38:06 transreid.train INFO: Epoch[5] Iter[400/486] Loss: 7.116, Acc: 0.090, Base Lr: 1.03e-04
2024-05-21 10:38:10 transreid.train INFO: Epoch[5] Iter[410/486] Loss: 7.109, Acc: 0.096, Base Lr: 1.03e-04
2024-05-21 10:38:13 transreid.train INFO: Epoch[5] Iter[420/486] Loss: 7.102, Acc: 0.103, Base Lr: 1.03e-04
2024-05-21 10:38:16 transreid.train INFO: Epoch[5] Iter[430/486] Loss: 7.097, Acc: 0.110, Base Lr: 1.03e-04
2024-05-21 10:38:20 transreid.train INFO: Epoch[5] Iter[440/486] Loss: 7.090, Acc: 0.117, Base Lr: 1.03e-04
2024-05-21 10:38:23 transreid.train INFO: Epoch[5] Iter[450/486] Loss: 7.080, Acc: 0.125, Base Lr: 1.03e-04
2024-05-21 10:38:27 transreid.train INFO: Epoch[5] Iter[460/486] Loss: 7.068, Acc: 0.136, Base Lr: 1.03e-04
2024-05-21 10:38:30 transreid.train INFO: Epoch[5] Iter[470/486] Loss: 7.054, Acc: 0.149, Base Lr: 1.03e-04
2024-05-21 10:38:31 transreid.train INFO: Epoch 5 done. Time per epoch: 161.699[s] Speed: 187.2[samples/s]
2024-05-21 10:38:35 transreid.train INFO: Epoch[6] Iter[10/486] Loss: 7.073, Acc: 0.047, Base Lr: 1.23e-04
2024-05-21 10:38:39 transreid.train INFO: Epoch[6] Iter[20/486] Loss: 7.046, Acc: 0.047, Base Lr: 1.23e-04
2024-05-21 10:38:42 transreid.train INFO: Epoch[6] Iter[30/486] Loss: 7.054, Acc: 0.054, Base Lr: 1.23e-04
2024-05-21 10:38:46 transreid.train INFO: Epoch[6] Iter[40/486] Loss: 7.042, Acc: 0.051, Base Lr: 1.23e-04
2024-05-21 10:38:49 transreid.train INFO: Epoch[6] Iter[50/486] Loss: 7.052, Acc: 0.050, Base Lr: 1.23e-04
2024-05-21 10:38:52 transreid.train INFO: Epoch[6] Iter[60/486] Loss: 7.041, Acc: 0.053, Base Lr: 1.23e-04
2024-05-21 10:38:56 transreid.train INFO: Epoch[6] Iter[70/486] Loss: 7.031, Acc: 0.050, Base Lr: 1.23e-04
2024-05-21 10:38:59 transreid.train INFO: Epoch[6] Iter[80/486] Loss: 7.025, Acc: 0.048, Base Lr: 1.23e-04
2024-05-21 10:39:03 transreid.train INFO: Epoch[6] Iter[90/486] Loss: 7.025, Acc: 0.049, Base Lr: 1.23e-04
2024-05-21 10:39:06 transreid.train INFO: Epoch[6] Iter[100/486] Loss: 7.028, Acc: 0.048, Base Lr: 1.23e-04
2024-05-21 10:39:09 transreid.train INFO: Epoch[6] Iter[110/486] Loss: 7.024, Acc: 0.047, Base Lr: 1.23e-04
2024-05-21 10:39:13 transreid.train INFO: Epoch[6] Iter[120/486] Loss: 7.026, Acc: 0.048, Base Lr: 1.23e-04
2024-05-21 10:39:16 transreid.train INFO: Epoch[6] Iter[130/486] Loss: 7.025, Acc: 0.048, Base Lr: 1.23e-04
2024-05-21 10:39:20 transreid.train INFO: Epoch[6] Iter[140/486] Loss: 7.018, Acc: 0.048, Base Lr: 1.23e-04
2024-05-21 10:39:23 transreid.train INFO: Epoch[6] Iter[150/486] Loss: 7.015, Acc: 0.050, Base Lr: 1.23e-04
2024-05-21 10:39:26 transreid.train INFO: Epoch[6] Iter[160/486] Loss: 7.012, Acc: 0.051, Base Lr: 1.23e-04
2024-05-21 10:39:30 transreid.train INFO: Epoch[6] Iter[170/486] Loss: 7.005, Acc: 0.052, Base Lr: 1.23e-04
2024-05-21 10:39:33 transreid.train INFO: Epoch[6] Iter[180/486] Loss: 6.993, Acc: 0.052, Base Lr: 1.23e-04
2024-05-21 10:39:37 transreid.train INFO: Epoch[6] Iter[190/486] Loss: 6.991, Acc: 0.053, Base Lr: 1.23e-04
2024-05-21 10:39:40 transreid.train INFO: Epoch[6] Iter[200/486] Loss: 6.989, Acc: 0.054, Base Lr: 1.23e-04
2024-05-21 10:39:43 transreid.train INFO: Epoch[6] Iter[210/486] Loss: 6.984, Acc: 0.054, Base Lr: 1.23e-04
2024-05-21 10:39:47 transreid.train INFO: Epoch[6] Iter[220/486] Loss: 6.979, Acc: 0.055, Base Lr: 1.23e-04
2024-05-21 10:39:50 transreid.train INFO: Epoch[6] Iter[230/486] Loss: 6.976, Acc: 0.056, Base Lr: 1.23e-04
2024-05-21 10:39:54 transreid.train INFO: Epoch[6] Iter[240/486] Loss: 6.974, Acc: 0.059, Base Lr: 1.23e-04
2024-05-21 10:39:57 transreid.train INFO: Epoch[6] Iter[250/486] Loss: 6.968, Acc: 0.061, Base Lr: 1.23e-04
2024-05-21 10:40:00 transreid.train INFO: Epoch[6] Iter[260/486] Loss: 6.961, Acc: 0.062, Base Lr: 1.23e-04
2024-05-21 10:40:04 transreid.train INFO: Epoch[6] Iter[270/486] Loss: 6.955, Acc: 0.063, Base Lr: 1.23e-04
2024-05-21 10:40:07 transreid.train INFO: Epoch[6] Iter[280/486] Loss: 6.951, Acc: 0.064, Base Lr: 1.23e-04
2024-05-21 10:40:11 transreid.train INFO: Epoch[6] Iter[290/486] Loss: 6.946, Acc: 0.065, Base Lr: 1.23e-04
2024-05-21 10:40:14 transreid.train INFO: Epoch[6] Iter[300/486] Loss: 6.940, Acc: 0.067, Base Lr: 1.23e-04
2024-05-21 10:40:17 transreid.train INFO: Epoch[6] Iter[310/486] Loss: 6.935, Acc: 0.068, Base Lr: 1.23e-04
2024-05-21 10:40:21 transreid.train INFO: Epoch[6] Iter[320/486] Loss: 6.930, Acc: 0.070, Base Lr: 1.23e-04
2024-05-21 10:40:24 transreid.train INFO: Epoch[6] Iter[330/486] Loss: 6.925, Acc: 0.071, Base Lr: 1.23e-04
2024-05-21 10:40:28 transreid.train INFO: Epoch[6] Iter[340/486] Loss: 6.921, Acc: 0.073, Base Lr: 1.23e-04
2024-05-21 10:40:31 transreid.train INFO: Epoch[6] Iter[350/486] Loss: 6.914, Acc: 0.074, Base Lr: 1.23e-04
2024-05-21 10:40:35 transreid.train INFO: Epoch[6] Iter[360/486] Loss: 6.908, Acc: 0.077, Base Lr: 1.23e-04
2024-05-21 10:40:38 transreid.train INFO: Epoch[6] Iter[370/486] Loss: 6.903, Acc: 0.080, Base Lr: 1.23e-04
2024-05-21 10:40:41 transreid.train INFO: Epoch[6] Iter[380/486] Loss: 6.898, Acc: 0.083, Base Lr: 1.23e-04
2024-05-21 10:40:45 transreid.train INFO: Epoch[6] Iter[390/486] Loss: 6.889, Acc: 0.088, Base Lr: 1.23e-04
2024-05-21 10:40:48 transreid.train INFO: Epoch[6] Iter[400/486] Loss: 6.880, Acc: 0.092, Base Lr: 1.23e-04
2024-05-21 10:40:52 transreid.train INFO: Epoch[6] Iter[410/486] Loss: 6.872, Acc: 0.096, Base Lr: 1.23e-04
2024-05-21 10:40:55 transreid.train INFO: Epoch[6] Iter[420/486] Loss: 6.863, Acc: 0.102, Base Lr: 1.23e-04
2024-05-21 10:40:58 transreid.train INFO: Epoch[6] Iter[430/486] Loss: 6.850, Acc: 0.109, Base Lr: 1.23e-04
2024-05-21 10:41:02 transreid.train INFO: Epoch[6] Iter[440/486] Loss: 6.838, Acc: 0.115, Base Lr: 1.23e-04
2024-05-21 10:41:05 transreid.train INFO: Epoch[6] Iter[450/486] Loss: 6.828, Acc: 0.122, Base Lr: 1.23e-04
2024-05-21 10:41:09 transreid.train INFO: Epoch[6] Iter[460/486] Loss: 6.814, Acc: 0.130, Base Lr: 1.23e-04
2024-05-21 10:41:12 transreid.train INFO: Epoch[6] Iter[470/486] Loss: 6.796, Acc: 0.141, Base Lr: 1.23e-04
2024-05-21 10:41:13 transreid.train INFO: Epoch 6 done. Time per epoch: 162.033[s] Speed: 186.8[samples/s]
2024-05-21 10:41:17 transreid.train INFO: Epoch[7] Iter[10/486] Loss: 6.939, Acc: 0.052, Base Lr: 1.43e-04
2024-05-21 10:41:21 transreid.train INFO: Epoch[7] Iter[20/486] Loss: 6.848, Acc: 0.056, Base Lr: 1.43e-04
2024-05-21 10:41:24 transreid.train INFO: Epoch[7] Iter[30/486] Loss: 6.844, Acc: 0.055, Base Lr: 1.43e-04
2024-05-21 10:41:28 transreid.train INFO: Epoch[7] Iter[40/486] Loss: 6.861, Acc: 0.051, Base Lr: 1.43e-04
2024-05-21 10:41:31 transreid.train INFO: Epoch[7] Iter[50/486] Loss: 6.856, Acc: 0.055, Base Lr: 1.43e-04
2024-05-21 10:41:34 transreid.train INFO: Epoch[7] Iter[60/486] Loss: 6.842, Acc: 0.054, Base Lr: 1.43e-04
2024-05-21 10:41:38 transreid.train INFO: Epoch[7] Iter[70/486] Loss: 6.844, Acc: 0.046, Base Lr: 1.43e-04
2024-05-21 10:41:41 transreid.train INFO: Epoch[7] Iter[80/486] Loss: 6.834, Acc: 0.047, Base Lr: 1.43e-04
2024-05-21 10:41:45 transreid.train INFO: Epoch[7] Iter[90/486] Loss: 6.828, Acc: 0.047, Base Lr: 1.43e-04
2024-05-21 10:41:48 transreid.train INFO: Epoch[7] Iter[100/486] Loss: 6.827, Acc: 0.048, Base Lr: 1.43e-04
2024-05-21 10:41:51 transreid.train INFO: Epoch[7] Iter[110/486] Loss: 6.833, Acc: 0.048, Base Lr: 1.43e-04
2024-05-21 10:41:55 transreid.train INFO: Epoch[7] Iter[120/486] Loss: 6.826, Acc: 0.050, Base Lr: 1.43e-04
2024-05-21 10:41:58 transreid.train INFO: Epoch[7] Iter[130/486] Loss: 6.822, Acc: 0.050, Base Lr: 1.43e-04
2024-05-21 10:42:02 transreid.train INFO: Epoch[7] Iter[140/486] Loss: 6.820, Acc: 0.047, Base Lr: 1.43e-04
2024-05-21 10:42:05 transreid.train INFO: Epoch[7] Iter[150/486] Loss: 6.811, Acc: 0.048, Base Lr: 1.43e-04
2024-05-21 10:42:08 transreid.train INFO: Epoch[7] Iter[160/486] Loss: 6.808, Acc: 0.048, Base Lr: 1.43e-04
2024-05-21 10:42:12 transreid.train INFO: Epoch[7] Iter[170/486] Loss: 6.802, Acc: 0.046, Base Lr: 1.43e-04
2024-05-21 10:42:15 transreid.train INFO: Epoch[7] Iter[180/486] Loss: 6.796, Acc: 0.046, Base Lr: 1.43e-04
2024-05-21 10:42:19 transreid.train INFO: Epoch[7] Iter[190/486] Loss: 6.789, Acc: 0.047, Base Lr: 1.43e-04
2024-05-21 10:42:22 transreid.train INFO: Epoch[7] Iter[200/486] Loss: 6.786, Acc: 0.047, Base Lr: 1.43e-04
2024-05-21 10:42:25 transreid.train INFO: Epoch[7] Iter[210/486] Loss: 6.783, Acc: 0.048, Base Lr: 1.43e-04
2024-05-21 10:42:29 transreid.train INFO: Epoch[7] Iter[220/486] Loss: 6.776, Acc: 0.049, Base Lr: 1.43e-04
2024-05-21 10:42:32 transreid.train INFO: Epoch[7] Iter[230/486] Loss: 6.772, Acc: 0.049, Base Lr: 1.43e-04
2024-05-21 10:42:36 transreid.train INFO: Epoch[7] Iter[240/486] Loss: 6.768, Acc: 0.050, Base Lr: 1.43e-04
2024-05-21 10:42:39 transreid.train INFO: Epoch[7] Iter[250/486] Loss: 6.764, Acc: 0.052, Base Lr: 1.43e-04
2024-05-21 10:42:42 transreid.train INFO: Epoch[7] Iter[260/486] Loss: 6.756, Acc: 0.053, Base Lr: 1.43e-04
2024-05-21 10:42:46 transreid.train INFO: Epoch[7] Iter[270/486] Loss: 6.758, Acc: 0.053, Base Lr: 1.43e-04
2024-05-21 10:42:49 transreid.train INFO: Epoch[7] Iter[280/486] Loss: 6.748, Acc: 0.055, Base Lr: 1.43e-04
2024-05-21 10:42:53 transreid.train INFO: Epoch[7] Iter[290/486] Loss: 6.739, Acc: 0.057, Base Lr: 1.43e-04
2024-05-21 10:42:56 transreid.train INFO: Epoch[7] Iter[300/486] Loss: 6.734, Acc: 0.058, Base Lr: 1.43e-04
2024-05-21 10:42:59 transreid.train INFO: Epoch[7] Iter[310/486] Loss: 6.723, Acc: 0.061, Base Lr: 1.43e-04
2024-05-21 10:43:03 transreid.train INFO: Epoch[7] Iter[320/486] Loss: 6.716, Acc: 0.062, Base Lr: 1.43e-04
2024-05-21 10:43:06 transreid.train INFO: Epoch[7] Iter[330/486] Loss: 6.712, Acc: 0.063, Base Lr: 1.43e-04
2024-05-21 10:43:10 transreid.train INFO: Epoch[7] Iter[340/486] Loss: 6.705, Acc: 0.066, Base Lr: 1.43e-04
2024-05-21 10:43:13 transreid.train INFO: Epoch[7] Iter[350/486] Loss: 6.697, Acc: 0.069, Base Lr: 1.43e-04
2024-05-21 10:43:16 transreid.train INFO: Epoch[7] Iter[360/486] Loss: 6.685, Acc: 0.072, Base Lr: 1.43e-04
2024-05-21 10:43:20 transreid.train INFO: Epoch[7] Iter[370/486] Loss: 6.672, Acc: 0.076, Base Lr: 1.43e-04
2024-05-21 10:43:23 transreid.train INFO: Epoch[7] Iter[380/486] Loss: 6.660, Acc: 0.079, Base Lr: 1.43e-04
2024-05-21 10:43:27 transreid.train INFO: Epoch[7] Iter[390/486] Loss: 6.651, Acc: 0.082, Base Lr: 1.43e-04
2024-05-21 10:43:30 transreid.train INFO: Epoch[7] Iter[400/486] Loss: 6.640, Acc: 0.086, Base Lr: 1.43e-04
2024-05-21 10:43:33 transreid.train INFO: Epoch[7] Iter[410/486] Loss: 6.628, Acc: 0.089, Base Lr: 1.43e-04
2024-05-21 10:43:37 transreid.train INFO: Epoch[7] Iter[420/486] Loss: 6.609, Acc: 0.095, Base Lr: 1.43e-04
2024-05-21 10:43:40 transreid.train INFO: Epoch[7] Iter[430/486] Loss: 6.590, Acc: 0.102, Base Lr: 1.43e-04
2024-05-21 10:43:44 transreid.train INFO: Epoch[7] Iter[440/486] Loss: 6.573, Acc: 0.111, Base Lr: 1.43e-04
2024-05-21 10:43:47 transreid.train INFO: Epoch[7] Iter[450/486] Loss: 6.551, Acc: 0.121, Base Lr: 1.43e-04
2024-05-21 10:43:51 transreid.train INFO: Epoch[7] Iter[460/486] Loss: 6.528, Acc: 0.132, Base Lr: 1.43e-04
2024-05-21 10:43:54 transreid.train INFO: Epoch[7] Iter[470/486] Loss: 6.502, Acc: 0.145, Base Lr: 1.43e-04
2024-05-21 10:43:55 transreid.train INFO: Epoch 7 done. Time per epoch: 162.336[s] Speed: 186.9[samples/s]
2024-05-21 10:44:00 transreid.train INFO: Epoch[8] Iter[10/486] Loss: 6.605, Acc: 0.066, Base Lr: 1.62e-04
2024-05-21 10:44:03 transreid.train INFO: Epoch[8] Iter[20/486] Loss: 6.701, Acc: 0.049, Base Lr: 1.62e-04
2024-05-21 10:44:07 transreid.train INFO: Epoch[8] Iter[30/486] Loss: 6.665, Acc: 0.055, Base Lr: 1.62e-04
2024-05-21 10:44:10 transreid.train INFO: Epoch[8] Iter[40/486] Loss: 6.680, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:14 transreid.train INFO: Epoch[8] Iter[50/486] Loss: 6.657, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:17 transreid.train INFO: Epoch[8] Iter[60/486] Loss: 6.660, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:20 transreid.train INFO: Epoch[8] Iter[70/486] Loss: 6.643, Acc: 0.050, Base Lr: 1.62e-04
2024-05-21 10:44:24 transreid.train INFO: Epoch[8] Iter[80/486] Loss: 6.627, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:27 transreid.train INFO: Epoch[8] Iter[90/486] Loss: 6.625, Acc: 0.047, Base Lr: 1.62e-04
2024-05-21 10:44:31 transreid.train INFO: Epoch[8] Iter[100/486] Loss: 6.613, Acc: 0.046, Base Lr: 1.62e-04
2024-05-21 10:44:34 transreid.train INFO: Epoch[8] Iter[110/486] Loss: 6.616, Acc: 0.047, Base Lr: 1.62e-04
2024-05-21 10:44:37 transreid.train INFO: Epoch[8] Iter[120/486] Loss: 6.609, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:41 transreid.train INFO: Epoch[8] Iter[130/486] Loss: 6.601, Acc: 0.048, Base Lr: 1.62e-04
2024-05-21 10:44:44 transreid.train INFO: Epoch[8] Iter[140/486] Loss: 6.595, Acc: 0.049, Base Lr: 1.62e-04
2024-05-21 10:44:48 transreid.train INFO: Epoch[8] Iter[150/486] Loss: 6.586, Acc: 0.051, Base Lr: 1.62e-04
2024-05-21 10:44:51 transreid.train INFO: Epoch[8] Iter[160/486] Loss: 6.579, Acc: 0.053, Base Lr: 1.62e-04
2024-05-21 10:44:54 transreid.train INFO: Epoch[8] Iter[170/486] Loss: 6.569, Acc: 0.055, Base Lr: 1.62e-04
2024-05-21 10:44:58 transreid.train INFO: Epoch[8] Iter[180/486] Loss: 6.568, Acc: 0.054, Base Lr: 1.62e-04
2024-05-21 10:45:01 transreid.train INFO: Epoch[8] Iter[190/486] Loss: 6.562, Acc: 0.055, Base Lr: 1.62e-04
2024-05-21 10:45:05 transreid.train INFO: Epoch[8] Iter[200/486] Loss: 6.556, Acc: 0.056, Base Lr: 1.62e-04
2024-05-21 10:45:08 transreid.train INFO: Epoch[8] Iter[210/486] Loss: 6.554, Acc: 0.057, Base Lr: 1.62e-04
2024-05-21 10:45:12 transreid.train INFO: Epoch[8] Iter[220/486] Loss: 6.547, Acc: 0.058, Base Lr: 1.62e-04
2024-05-21 10:45:15 transreid.train INFO: Epoch[8] Iter[230/486] Loss: 6.539, Acc: 0.059, Base Lr: 1.62e-04
2024-05-21 10:45:18 transreid.train INFO: Epoch[8] Iter[240/486] Loss: 6.531, Acc: 0.060, Base Lr: 1.62e-04
2024-05-21 10:45:22 transreid.train INFO: Epoch[8] Iter[250/486] Loss: 6.523, Acc: 0.061, Base Lr: 1.62e-04
2024-05-21 10:45:25 transreid.train INFO: Epoch[8] Iter[260/486] Loss: 6.518, Acc: 0.064, Base Lr: 1.62e-04
2024-05-21 10:45:29 transreid.train INFO: Epoch[8] Iter[270/486] Loss: 6.508, Acc: 0.065, Base Lr: 1.62e-04
2024-05-21 10:45:32 transreid.train INFO: Epoch[8] Iter[280/486] Loss: 6.498, Acc: 0.066, Base Lr: 1.62e-04
2024-05-21 10:45:35 transreid.train INFO: Epoch[8] Iter[290/486] Loss: 6.493, Acc: 0.067, Base Lr: 1.62e-04
2024-05-21 10:45:39 transreid.train INFO: Epoch[8] Iter[300/486] Loss: 6.482, Acc: 0.069, Base Lr: 1.62e-04
2024-05-21 10:45:42 transreid.train INFO: Epoch[8] Iter[310/486] Loss: 6.471, Acc: 0.072, Base Lr: 1.62e-04
2024-05-21 10:45:46 transreid.train INFO: Epoch[8] Iter[320/486] Loss: 6.458, Acc: 0.074, Base Lr: 1.62e-04
2024-05-21 10:45:49 transreid.train INFO: Epoch[8] Iter[330/486] Loss: 6.450, Acc: 0.076, Base Lr: 1.62e-04
2024-05-21 10:45:52 transreid.train INFO: Epoch[8] Iter[340/486] Loss: 6.439, Acc: 0.078, Base Lr: 1.62e-04
2024-05-21 10:45:56 transreid.train INFO: Epoch[8] Iter[350/486] Loss: 6.429, Acc: 0.078, Base Lr: 1.62e-04
2024-05-21 10:45:59 transreid.train INFO: Epoch[8] Iter[360/486] Loss: 6.419, Acc: 0.081, Base Lr: 1.62e-04
2024-05-21 10:46:03 transreid.train INFO: Epoch[8] Iter[370/486] Loss: 6.406, Acc: 0.083, Base Lr: 1.62e-04
2024-05-21 10:46:06 transreid.train INFO: Epoch[8] Iter[380/486] Loss: 6.391, Acc: 0.086, Base Lr: 1.62e-04
2024-05-21 10:46:09 transreid.train INFO: Epoch[8] Iter[390/486] Loss: 6.376, Acc: 0.091, Base Lr: 1.62e-04
2024-05-21 10:46:13 transreid.train INFO: Epoch[8] Iter[400/486] Loss: 6.359, Acc: 0.096, Base Lr: 1.62e-04
2024-05-21 10:46:16 transreid.train INFO: Epoch[8] Iter[410/486] Loss: 6.342, Acc: 0.102, Base Lr: 1.62e-04
2024-05-21 10:46:20 transreid.train INFO: Epoch[8] Iter[420/486] Loss: 6.321, Acc: 0.108, Base Lr: 1.62e-04
2024-05-21 10:46:23 transreid.train INFO: Epoch[8] Iter[430/486] Loss: 6.299, Acc: 0.114, Base Lr: 1.62e-04
2024-05-21 10:46:27 transreid.train INFO: Epoch[8] Iter[440/486] Loss: 6.275, Acc: 0.122, Base Lr: 1.62e-04
2024-05-21 10:46:30 transreid.train INFO: Epoch[8] Iter[450/486] Loss: 6.247, Acc: 0.133, Base Lr: 1.62e-04
2024-05-21 10:46:33 transreid.train INFO: Epoch[8] Iter[460/486] Loss: 6.215, Acc: 0.143, Base Lr: 1.62e-04
2024-05-21 10:46:37 transreid.train INFO: Epoch[8] Iter[470/486] Loss: 6.177, Acc: 0.156, Base Lr: 1.62e-04
2024-05-21 10:46:38 transreid.train INFO: Epoch 8 done. Time per epoch: 162.431[s] Speed: 186.4[samples/s]
2024-05-21 10:46:42 transreid.train INFO: Epoch[9] Iter[10/486] Loss: 6.322, Acc: 0.064, Base Lr: 1.82e-04
2024-05-21 10:46:46 transreid.train INFO: Epoch[9] Iter[20/486] Loss: 6.354, Acc: 0.074, Base Lr: 1.82e-04
2024-05-21 10:46:49 transreid.train INFO: Epoch[9] Iter[30/486] Loss: 6.356, Acc: 0.067, Base Lr: 1.82e-04
2024-05-21 10:46:52 transreid.train INFO: Epoch[9] Iter[40/486] Loss: 6.345, Acc: 0.062, Base Lr: 1.82e-04
2024-05-21 10:46:56 transreid.train INFO: Epoch[9] Iter[50/486] Loss: 6.369, Acc: 0.056, Base Lr: 1.82e-04
2024-05-21 10:46:59 transreid.train INFO: Epoch[9] Iter[60/486] Loss: 6.377, Acc: 0.055, Base Lr: 1.82e-04
2024-05-21 10:47:03 transreid.train INFO: Epoch[9] Iter[70/486] Loss: 6.388, Acc: 0.056, Base Lr: 1.82e-04
2024-05-21 10:47:06 transreid.train INFO: Epoch[9] Iter[80/486] Loss: 6.374, Acc: 0.058, Base Lr: 1.82e-04
2024-05-21 10:47:09 transreid.train INFO: Epoch[9] Iter[90/486] Loss: 6.378, Acc: 0.057, Base Lr: 1.82e-04
2024-05-21 10:47:13 transreid.train INFO: Epoch[9] Iter[100/486] Loss: 6.369, Acc: 0.058, Base Lr: 1.82e-04
2024-05-21 10:47:16 transreid.train INFO: Epoch[9] Iter[110/486] Loss: 6.354, Acc: 0.059, Base Lr: 1.82e-04
2024-05-21 10:47:20 transreid.train INFO: Epoch[9] Iter[120/486] Loss: 6.347, Acc: 0.060, Base Lr: 1.82e-04
2024-05-21 10:47:23 transreid.train INFO: Epoch[9] Iter[130/486] Loss: 6.343, Acc: 0.060, Base Lr: 1.82e-04
2024-05-21 10:47:27 transreid.train INFO: Epoch[9] Iter[140/486] Loss: 6.341, Acc: 0.059, Base Lr: 1.82e-04
2024-05-21 10:47:30 transreid.train INFO: Epoch[9] Iter[150/486] Loss: 6.333, Acc: 0.058, Base Lr: 1.82e-04
2024-05-21 10:47:33 transreid.train INFO: Epoch[9] Iter[160/486] Loss: 6.320, Acc: 0.061, Base Lr: 1.82e-04
2024-05-21 10:47:37 transreid.train INFO: Epoch[9] Iter[170/486] Loss: 6.319, Acc: 0.060, Base Lr: 1.82e-04
2024-05-21 10:47:40 transreid.train INFO: Epoch[9] Iter[180/486] Loss: 6.315, Acc: 0.060, Base Lr: 1.82e-04
2024-05-21 10:47:44 transreid.train INFO: Epoch[9] Iter[190/486] Loss: 6.307, Acc: 0.059, Base Lr: 1.82e-04
2024-05-21 10:47:47 transreid.train INFO: Epoch[9] Iter[200/486] Loss: 6.302, Acc: 0.059, Base Lr: 1.82e-04
2024-05-21 10:47:50 transreid.train INFO: Epoch[9] Iter[210/486] Loss: 6.288, Acc: 0.060, Base Lr: 1.82e-04
2024-05-21 10:47:54 transreid.train INFO: Epoch[9] Iter[220/486] Loss: 6.279, Acc: 0.061, Base Lr: 1.82e-04
2024-05-21 10:47:57 transreid.train INFO: Epoch[9] Iter[230/486] Loss: 6.276, Acc: 0.062, Base Lr: 1.82e-04
2024-05-21 10:48:01 transreid.train INFO: Epoch[9] Iter[240/486] Loss: 6.267, Acc: 0.062, Base Lr: 1.82e-04
2024-05-21 10:48:04 transreid.train INFO: Epoch[9] Iter[250/486] Loss: 6.255, Acc: 0.063, Base Lr: 1.82e-04
2024-05-21 10:48:08 transreid.train INFO: Epoch[9] Iter[260/486] Loss: 6.250, Acc: 0.065, Base Lr: 1.82e-04
2024-05-21 10:48:11 transreid.train INFO: Epoch[9] Iter[270/486] Loss: 6.240, Acc: 0.066, Base Lr: 1.82e-04
2024-05-21 10:48:14 transreid.train INFO: Epoch[9] Iter[280/486] Loss: 6.236, Acc: 0.067, Base Lr: 1.82e-04
2024-05-21 10:48:18 transreid.train INFO: Epoch[9] Iter[290/486] Loss: 6.228, Acc: 0.069, Base Lr: 1.82e-04
2024-05-21 10:48:21 transreid.train INFO: Epoch[9] Iter[300/486] Loss: 6.219, Acc: 0.070, Base Lr: 1.82e-04
2024-05-21 10:48:25 transreid.train INFO: Epoch[9] Iter[310/486] Loss: 6.205, Acc: 0.073, Base Lr: 1.82e-04
2024-05-21 10:48:28 transreid.train INFO: Epoch[9] Iter[320/486] Loss: 6.196, Acc: 0.075, Base Lr: 1.82e-04
2024-05-21 10:48:32 transreid.train INFO: Epoch[9] Iter[330/486] Loss: 6.179, Acc: 0.078, Base Lr: 1.82e-04
2024-05-21 10:48:35 transreid.train INFO: Epoch[9] Iter[340/486] Loss: 6.164, Acc: 0.082, Base Lr: 1.82e-04
2024-05-21 10:48:38 transreid.train INFO: Epoch[9] Iter[350/486] Loss: 6.150, Acc: 0.085, Base Lr: 1.82e-04
2024-05-21 10:48:42 transreid.train INFO: Epoch[9] Iter[360/486] Loss: 6.132, Acc: 0.089, Base Lr: 1.82e-04
2024-05-21 10:48:45 transreid.train INFO: Epoch[9] Iter[370/486] Loss: 6.115, Acc: 0.093, Base Lr: 1.82e-04
2024-05-21 10:48:49 transreid.train INFO: Epoch[9] Iter[380/486] Loss: 6.095, Acc: 0.099, Base Lr: 1.82e-04
2024-05-21 10:48:52 transreid.train INFO: Epoch[9] Iter[390/486] Loss: 6.078, Acc: 0.103, Base Lr: 1.82e-04
2024-05-21 10:48:55 transreid.train INFO: Epoch[9] Iter[400/486] Loss: 6.059, Acc: 0.107, Base Lr: 1.82e-04
2024-05-21 10:48:59 transreid.train INFO: Epoch[9] Iter[410/486] Loss: 6.037, Acc: 0.113, Base Lr: 1.82e-04
2024-05-21 10:49:02 transreid.train INFO: Epoch[9] Iter[420/486] Loss: 6.011, Acc: 0.121, Base Lr: 1.82e-04
2024-05-21 10:49:06 transreid.train INFO: Epoch[9] Iter[430/486] Loss: 5.986, Acc: 0.129, Base Lr: 1.82e-04
2024-05-21 10:49:09 transreid.train INFO: Epoch[9] Iter[440/486] Loss: 5.953, Acc: 0.139, Base Lr: 1.82e-04
2024-05-21 10:49:13 transreid.train INFO: Epoch[9] Iter[450/486] Loss: 5.922, Acc: 0.147, Base Lr: 1.82e-04
2024-05-21 10:49:16 transreid.train INFO: Epoch[9] Iter[460/486] Loss: 5.880, Acc: 0.160, Base Lr: 1.82e-04
2024-05-21 10:49:19 transreid.train INFO: Epoch[9] Iter[470/486] Loss: 5.838, Acc: 0.173, Base Lr: 1.82e-04
2024-05-21 10:49:21 transreid.train INFO: Epoch 9 done. Time per epoch: 162.992[s] Speed: 186.1[samples/s]
2024-05-21 10:49:25 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 6.225, Acc: 0.047, Base Lr: 2.02e-04
2024-05-21 10:49:29 transreid.train INFO: Epoch[10] Iter[20/486] Loss: 6.230, Acc: 0.058, Base Lr: 2.02e-04
2024-05-21 10:49:32 transreid.train INFO: Epoch[10] Iter[30/486] Loss: 6.169, Acc: 0.071, Base Lr: 2.02e-04
2024-05-21 10:49:36 transreid.train INFO: Epoch[10] Iter[40/486] Loss: 6.164, Acc: 0.075, Base Lr: 2.02e-04
2024-05-21 10:49:39 transreid.train INFO: Epoch[10] Iter[50/486] Loss: 6.171, Acc: 0.078, Base Lr: 2.02e-04
2024-05-21 10:49:42 transreid.train INFO: Epoch[10] Iter[60/486] Loss: 6.179, Acc: 0.074, Base Lr: 2.02e-04
2024-05-21 10:49:46 transreid.train INFO: Epoch[10] Iter[70/486] Loss: 6.166, Acc: 0.073, Base Lr: 2.02e-04
2024-05-21 10:49:49 transreid.train INFO: Epoch[10] Iter[80/486] Loss: 6.179, Acc: 0.071, Base Lr: 2.02e-04
2024-05-21 10:49:53 transreid.train INFO: Epoch[10] Iter[90/486] Loss: 6.173, Acc: 0.069, Base Lr: 2.02e-04
2024-05-21 10:49:56 transreid.train INFO: Epoch[10] Iter[100/486] Loss: 6.164, Acc: 0.068, Base Lr: 2.02e-04
2024-05-21 10:49:59 transreid.train INFO: Epoch[10] Iter[110/486] Loss: 6.153, Acc: 0.066, Base Lr: 2.02e-04
2024-05-21 10:50:03 transreid.train INFO: Epoch[10] Iter[120/486] Loss: 6.143, Acc: 0.067, Base Lr: 2.02e-04
2024-05-21 10:50:06 transreid.train INFO: Epoch[10] Iter[130/486] Loss: 6.131, Acc: 0.069, Base Lr: 2.02e-04
2024-05-21 10:50:10 transreid.train INFO: Epoch[10] Iter[140/486] Loss: 6.114, Acc: 0.070, Base Lr: 2.02e-04
2024-05-21 10:50:13 transreid.train INFO: Epoch[10] Iter[150/486] Loss: 6.103, Acc: 0.070, Base Lr: 2.02e-04
2024-05-21 10:50:17 transreid.train INFO: Epoch[10] Iter[160/486] Loss: 6.097, Acc: 0.070, Base Lr: 2.02e-04
2024-05-21 10:50:20 transreid.train INFO: Epoch[10] Iter[170/486] Loss: 6.087, Acc: 0.072, Base Lr: 2.02e-04
2024-05-21 10:50:23 transreid.train INFO: Epoch[10] Iter[180/486] Loss: 6.086, Acc: 0.072, Base Lr: 2.02e-04
2024-05-21 10:50:27 transreid.train INFO: Epoch[10] Iter[190/486] Loss: 6.078, Acc: 0.073, Base Lr: 2.02e-04
2024-05-21 10:50:30 transreid.train INFO: Epoch[10] Iter[200/486] Loss: 6.071, Acc: 0.074, Base Lr: 2.02e-04
2024-05-21 10:50:34 transreid.train INFO: Epoch[10] Iter[210/486] Loss: 6.068, Acc: 0.076, Base Lr: 2.02e-04
2024-05-21 10:50:37 transreid.train INFO: Epoch[10] Iter[220/486] Loss: 6.064, Acc: 0.075, Base Lr: 2.02e-04
2024-05-21 10:50:41 transreid.train INFO: Epoch[10] Iter[230/486] Loss: 6.055, Acc: 0.077, Base Lr: 2.02e-04
2024-05-21 10:50:44 transreid.train INFO: Epoch[10] Iter[240/486] Loss: 6.046, Acc: 0.078, Base Lr: 2.02e-04
2024-05-21 10:50:47 transreid.train INFO: Epoch[10] Iter[250/486] Loss: 6.036, Acc: 0.079, Base Lr: 2.02e-04
2024-05-21 10:50:51 transreid.train INFO: Epoch[10] Iter[260/486] Loss: 6.026, Acc: 0.080, Base Lr: 2.02e-04
2024-05-21 10:50:54 transreid.train INFO: Epoch[10] Iter[270/486] Loss: 6.013, Acc: 0.082, Base Lr: 2.02e-04
2024-05-21 10:50:58 transreid.train INFO: Epoch[10] Iter[280/486] Loss: 5.999, Acc: 0.085, Base Lr: 2.02e-04
2024-05-21 10:51:01 transreid.train INFO: Epoch[10] Iter[290/486] Loss: 5.981, Acc: 0.087, Base Lr: 2.02e-04
2024-05-21 10:51:04 transreid.train INFO: Epoch[10] Iter[300/486] Loss: 5.968, Acc: 0.088, Base Lr: 2.02e-04
2024-05-21 10:51:08 transreid.train INFO: Epoch[10] Iter[310/486] Loss: 5.953, Acc: 0.090, Base Lr: 2.02e-04
2024-05-21 10:51:11 transreid.train INFO: Epoch[10] Iter[320/486] Loss: 5.941, Acc: 0.092, Base Lr: 2.02e-04
2024-05-21 10:51:15 transreid.train INFO: Epoch[10] Iter[330/486] Loss: 5.926, Acc: 0.094, Base Lr: 2.02e-04
2024-05-21 10:51:18 transreid.train INFO: Epoch[10] Iter[340/486] Loss: 5.912, Acc: 0.096, Base Lr: 2.02e-04
2024-05-21 10:51:21 transreid.train INFO: Epoch[10] Iter[350/486] Loss: 5.892, Acc: 0.099, Base Lr: 2.02e-04
2024-05-21 10:51:25 transreid.train INFO: Epoch[10] Iter[360/486] Loss: 5.871, Acc: 0.103, Base Lr: 2.02e-04
2024-05-21 10:51:28 transreid.train INFO: Epoch[10] Iter[370/486] Loss: 5.853, Acc: 0.106, Base Lr: 2.02e-04
2024-05-21 10:51:32 transreid.train INFO: Epoch[10] Iter[380/486] Loss: 5.824, Acc: 0.111, Base Lr: 2.02e-04
2024-05-21 10:51:35 transreid.train INFO: Epoch[10] Iter[390/486] Loss: 5.799, Acc: 0.117, Base Lr: 2.02e-04
2024-05-21 10:51:39 transreid.train INFO: Epoch[10] Iter[400/486] Loss: 5.775, Acc: 0.122, Base Lr: 2.02e-04
2024-05-21 10:51:42 transreid.train INFO: Epoch[10] Iter[410/486] Loss: 5.743, Acc: 0.129, Base Lr: 2.02e-04
2024-05-21 10:51:45 transreid.train INFO: Epoch[10] Iter[420/486] Loss: 5.710, Acc: 0.137, Base Lr: 2.02e-04
2024-05-21 10:51:49 transreid.train INFO: Epoch[10] Iter[430/486] Loss: 5.677, Acc: 0.145, Base Lr: 2.02e-04
2024-05-21 10:51:52 transreid.train INFO: Epoch[10] Iter[440/486] Loss: 5.638, Acc: 0.155, Base Lr: 2.02e-04
2024-05-21 10:51:56 transreid.train INFO: Epoch[10] Iter[450/486] Loss: 5.595, Acc: 0.166, Base Lr: 2.02e-04
2024-05-21 10:51:59 transreid.train INFO: Epoch[10] Iter[460/486] Loss: 5.548, Acc: 0.179, Base Lr: 2.02e-04
2024-05-21 10:52:02 transreid.train INFO: Epoch[10] Iter[470/486] Loss: 5.499, Acc: 0.193, Base Lr: 2.02e-04
2024-05-21 10:52:04 transreid.train INFO: Epoch 10 done. Time per epoch: 163.287[s] Speed: 186.2[samples/s]
2024-05-21 10:52:08 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 5.910, Acc: 0.081, Base Lr: 2.22e-04
2024-05-21 10:52:12 transreid.train INFO: Epoch[11] Iter[20/486] Loss: 5.860, Acc: 0.084, Base Lr: 2.22e-04
2024-05-21 10:52:15 transreid.train INFO: Epoch[11] Iter[30/486] Loss: 5.867, Acc: 0.072, Base Lr: 2.22e-04
2024-05-21 10:52:19 transreid.train INFO: Epoch[11] Iter[40/486] Loss: 5.896, Acc: 0.066, Base Lr: 2.22e-04
2024-05-21 10:52:22 transreid.train INFO: Epoch[11] Iter[50/486] Loss: 5.888, Acc: 0.065, Base Lr: 2.22e-04
2024-05-21 10:52:25 transreid.train INFO: Epoch[11] Iter[60/486] Loss: 5.904, Acc: 0.066, Base Lr: 2.22e-04
2024-05-21 10:52:29 transreid.train INFO: Epoch[11] Iter[70/486] Loss: 5.901, Acc: 0.066, Base Lr: 2.22e-04
2024-05-21 10:52:32 transreid.train INFO: Epoch[11] Iter[80/486] Loss: 5.892, Acc: 0.065, Base Lr: 2.22e-04
2024-05-21 10:52:36 transreid.train INFO: Epoch[11] Iter[90/486] Loss: 5.892, Acc: 0.067, Base Lr: 2.22e-04
2024-05-21 10:52:39 transreid.train INFO: Epoch[11] Iter[100/486] Loss: 5.892, Acc: 0.065, Base Lr: 2.22e-04
2024-05-21 10:52:42 transreid.train INFO: Epoch[11] Iter[110/486] Loss: 5.892, Acc: 0.067, Base Lr: 2.22e-04
2024-05-21 10:52:46 transreid.train INFO: Epoch[11] Iter[120/486] Loss: 5.880, Acc: 0.069, Base Lr: 2.22e-04
2024-05-21 10:52:49 transreid.train INFO: Epoch[11] Iter[130/486] Loss: 5.875, Acc: 0.069, Base Lr: 2.22e-04
2024-05-21 10:52:53 transreid.train INFO: Epoch[11] Iter[140/486] Loss: 5.866, Acc: 0.071, Base Lr: 2.22e-04
2024-05-21 10:52:56 transreid.train INFO: Epoch[11] Iter[150/486] Loss: 5.861, Acc: 0.071, Base Lr: 2.22e-04
2024-05-21 10:52:59 transreid.train INFO: Epoch[11] Iter[160/486] Loss: 5.851, Acc: 0.072, Base Lr: 2.22e-04
2024-05-21 10:53:03 transreid.train INFO: Epoch[11] Iter[170/486] Loss: 5.829, Acc: 0.076, Base Lr: 2.22e-04
2024-05-21 10:53:06 transreid.train INFO: Epoch[11] Iter[180/486] Loss: 5.819, Acc: 0.077, Base Lr: 2.22e-04
2024-05-21 10:53:10 transreid.train INFO: Epoch[11] Iter[190/486] Loss: 5.814, Acc: 0.078, Base Lr: 2.22e-04
2024-05-21 10:53:13 transreid.train INFO: Epoch[11] Iter[200/486] Loss: 5.798, Acc: 0.081, Base Lr: 2.22e-04
2024-05-21 10:53:16 transreid.train INFO: Epoch[11] Iter[210/486] Loss: 5.797, Acc: 0.080, Base Lr: 2.22e-04
2024-05-21 10:53:20 transreid.train INFO: Epoch[11] Iter[220/486] Loss: 5.778, Acc: 0.083, Base Lr: 2.22e-04
2024-05-21 10:53:23 transreid.train INFO: Epoch[11] Iter[230/486] Loss: 5.763, Acc: 0.085, Base Lr: 2.22e-04
2024-05-21 10:53:27 transreid.train INFO: Epoch[11] Iter[240/486] Loss: 5.757, Acc: 0.087, Base Lr: 2.22e-04
2024-05-21 10:53:30 transreid.train INFO: Epoch[11] Iter[250/486] Loss: 5.746, Acc: 0.088, Base Lr: 2.22e-04
2024-05-21 10:53:34 transreid.train INFO: Epoch[11] Iter[260/486] Loss: 5.741, Acc: 0.088, Base Lr: 2.22e-04
2024-05-21 10:53:37 transreid.train INFO: Epoch[11] Iter[270/486] Loss: 5.732, Acc: 0.089, Base Lr: 2.22e-04
2024-05-21 10:53:40 transreid.train INFO: Epoch[11] Iter[280/486] Loss: 5.712, Acc: 0.092, Base Lr: 2.22e-04
2024-05-21 10:53:44 transreid.train INFO: Epoch[11] Iter[290/486] Loss: 5.699, Acc: 0.094, Base Lr: 2.22e-04
2024-05-21 10:53:47 transreid.train INFO: Epoch[11] Iter[300/486] Loss: 5.677, Acc: 0.098, Base Lr: 2.22e-04
2024-05-21 10:53:51 transreid.train INFO: Epoch[11] Iter[310/486] Loss: 5.660, Acc: 0.101, Base Lr: 2.22e-04
2024-05-21 10:53:54 transreid.train INFO: Epoch[11] Iter[320/486] Loss: 5.636, Acc: 0.105, Base Lr: 2.22e-04
2024-05-21 10:53:57 transreid.train INFO: Epoch[11] Iter[330/486] Loss: 5.618, Acc: 0.108, Base Lr: 2.22e-04
2024-05-21 10:54:01 transreid.train INFO: Epoch[11] Iter[340/486] Loss: 5.600, Acc: 0.111, Base Lr: 2.22e-04
2024-05-21 10:54:04 transreid.train INFO: Epoch[11] Iter[350/486] Loss: 5.575, Acc: 0.116, Base Lr: 2.22e-04
2024-05-21 10:54:07 transreid.train INFO: Epoch[11] Iter[360/486] Loss: 5.551, Acc: 0.121, Base Lr: 2.22e-04
2024-05-21 10:54:11 transreid.train INFO: Epoch[11] Iter[370/486] Loss: 5.530, Acc: 0.123, Base Lr: 2.22e-04
2024-05-21 10:54:14 transreid.train INFO: Epoch[11] Iter[380/486] Loss: 5.504, Acc: 0.129, Base Lr: 2.22e-04
2024-05-21 10:54:18 transreid.train INFO: Epoch[11] Iter[390/486] Loss: 5.478, Acc: 0.134, Base Lr: 2.22e-04
2024-05-21 10:54:21 transreid.train INFO: Epoch[11] Iter[400/486] Loss: 5.450, Acc: 0.141, Base Lr: 2.22e-04
2024-05-21 10:54:25 transreid.train INFO: Epoch[11] Iter[410/486] Loss: 5.418, Acc: 0.148, Base Lr: 2.22e-04
2024-05-21 10:54:28 transreid.train INFO: Epoch[11] Iter[420/486] Loss: 5.380, Acc: 0.158, Base Lr: 2.22e-04
2024-05-21 10:54:31 transreid.train INFO: Epoch[11] Iter[430/486] Loss: 5.344, Acc: 0.167, Base Lr: 2.22e-04
2024-05-21 10:54:35 transreid.train INFO: Epoch[11] Iter[440/486] Loss: 5.304, Acc: 0.178, Base Lr: 2.22e-04
2024-05-21 10:54:38 transreid.train INFO: Epoch[11] Iter[450/486] Loss: 5.258, Acc: 0.190, Base Lr: 2.22e-04
2024-05-21 10:54:42 transreid.train INFO: Epoch[11] Iter[460/486] Loss: 5.206, Acc: 0.204, Base Lr: 2.22e-04
2024-05-21 10:54:45 transreid.train INFO: Epoch[11] Iter[470/486] Loss: 5.146, Acc: 0.219, Base Lr: 2.22e-04
2024-05-21 10:54:46 transreid.train INFO: Epoch 11 done. Time per epoch: 161.553[s] Speed: 187.0[samples/s]
2024-05-21 10:54:50 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 5.569, Acc: 0.105, Base Lr: 2.42e-04
2024-05-21 10:54:53 transreid.train INFO: Epoch[12] Iter[20/486] Loss: 5.603, Acc: 0.094, Base Lr: 2.42e-04
2024-05-21 10:54:57 transreid.train INFO: Epoch[12] Iter[30/486] Loss: 5.634, Acc: 0.087, Base Lr: 2.42e-04
2024-05-21 10:55:00 transreid.train INFO: Epoch[12] Iter[40/486] Loss: 5.640, Acc: 0.087, Base Lr: 2.42e-04
2024-05-21 10:55:04 transreid.train INFO: Epoch[12] Iter[50/486] Loss: 5.656, Acc: 0.085, Base Lr: 2.42e-04
2024-05-21 10:55:07 transreid.train INFO: Epoch[12] Iter[60/486] Loss: 5.640, Acc: 0.084, Base Lr: 2.42e-04
2024-05-21 10:55:10 transreid.train INFO: Epoch[12] Iter[70/486] Loss: 5.643, Acc: 0.085, Base Lr: 2.42e-04
2024-05-21 10:55:14 transreid.train INFO: Epoch[12] Iter[80/486] Loss: 5.660, Acc: 0.085, Base Lr: 2.42e-04
2024-05-21 10:55:17 transreid.train INFO: Epoch[12] Iter[90/486] Loss: 5.629, Acc: 0.091, Base Lr: 2.42e-04
2024-05-21 10:55:21 transreid.train INFO: Epoch[12] Iter[100/486] Loss: 5.634, Acc: 0.090, Base Lr: 2.42e-04
2024-05-21 10:55:24 transreid.train INFO: Epoch[12] Iter[110/486] Loss: 5.629, Acc: 0.090, Base Lr: 2.42e-04
2024-05-21 10:55:27 transreid.train INFO: Epoch[12] Iter[120/486] Loss: 5.628, Acc: 0.091, Base Lr: 2.42e-04
2024-05-21 10:55:31 transreid.train INFO: Epoch[12] Iter[130/486] Loss: 5.624, Acc: 0.091, Base Lr: 2.42e-04
2024-05-21 10:55:34 transreid.train INFO: Epoch[12] Iter[140/486] Loss: 5.608, Acc: 0.094, Base Lr: 2.42e-04
2024-05-21 10:55:37 transreid.train INFO: Epoch[12] Iter[150/486] Loss: 5.602, Acc: 0.094, Base Lr: 2.42e-04
2024-05-21 10:55:41 transreid.train INFO: Epoch[12] Iter[160/486] Loss: 5.596, Acc: 0.092, Base Lr: 2.42e-04
2024-05-21 10:55:44 transreid.train INFO: Epoch[12] Iter[170/486] Loss: 5.577, Acc: 0.096, Base Lr: 2.42e-04
2024-05-21 10:55:48 transreid.train INFO: Epoch[12] Iter[180/486] Loss: 5.572, Acc: 0.096, Base Lr: 2.42e-04
2024-05-21 10:55:51 transreid.train INFO: Epoch[12] Iter[190/486] Loss: 5.554, Acc: 0.098, Base Lr: 2.42e-04
2024-05-21 10:55:54 transreid.train INFO: Epoch[12] Iter[200/486] Loss: 5.537, Acc: 0.101, Base Lr: 2.42e-04
2024-05-21 10:55:58 transreid.train INFO: Epoch[12] Iter[210/486] Loss: 5.528, Acc: 0.101, Base Lr: 2.42e-04
2024-05-21 10:56:01 transreid.train INFO: Epoch[12] Iter[220/486] Loss: 5.516, Acc: 0.103, Base Lr: 2.42e-04
2024-05-21 10:56:05 transreid.train INFO: Epoch[12] Iter[230/486] Loss: 5.502, Acc: 0.106, Base Lr: 2.42e-04
2024-05-21 10:56:08 transreid.train INFO: Epoch[12] Iter[240/486] Loss: 5.488, Acc: 0.107, Base Lr: 2.42e-04
2024-05-21 10:56:11 transreid.train INFO: Epoch[12] Iter[250/486] Loss: 5.478, Acc: 0.109, Base Lr: 2.42e-04
2024-05-21 10:56:15 transreid.train INFO: Epoch[12] Iter[260/486] Loss: 5.455, Acc: 0.113, Base Lr: 2.42e-04
2024-05-21 10:56:18 transreid.train INFO: Epoch[12] Iter[270/486] Loss: 5.449, Acc: 0.114, Base Lr: 2.42e-04
2024-05-21 10:56:21 transreid.train INFO: Epoch[12] Iter[280/486] Loss: 5.434, Acc: 0.116, Base Lr: 2.42e-04
2024-05-21 10:56:25 transreid.train INFO: Epoch[12] Iter[290/486] Loss: 5.413, Acc: 0.119, Base Lr: 2.42e-04
2024-05-21 10:56:28 transreid.train INFO: Epoch[12] Iter[300/486] Loss: 5.393, Acc: 0.123, Base Lr: 2.42e-04
2024-05-21 10:56:32 transreid.train INFO: Epoch[12] Iter[310/486] Loss: 5.370, Acc: 0.125, Base Lr: 2.42e-04
2024-05-21 10:56:35 transreid.train INFO: Epoch[12] Iter[320/486] Loss: 5.349, Acc: 0.129, Base Lr: 2.42e-04
2024-05-21 10:56:38 transreid.train INFO: Epoch[12] Iter[330/486] Loss: 5.326, Acc: 0.134, Base Lr: 2.42e-04
2024-05-21 10:56:42 transreid.train INFO: Epoch[12] Iter[340/486] Loss: 5.309, Acc: 0.136, Base Lr: 2.42e-04
2024-05-21 10:56:45 transreid.train INFO: Epoch[12] Iter[350/486] Loss: 5.285, Acc: 0.141, Base Lr: 2.42e-04
2024-05-21 10:56:49 transreid.train INFO: Epoch[12] Iter[360/486] Loss: 5.261, Acc: 0.146, Base Lr: 2.42e-04
2024-05-21 10:56:52 transreid.train INFO: Epoch[12] Iter[370/486] Loss: 5.236, Acc: 0.150, Base Lr: 2.42e-04
2024-05-21 10:56:55 transreid.train INFO: Epoch[12] Iter[380/486] Loss: 5.206, Acc: 0.156, Base Lr: 2.42e-04
2024-05-21 10:56:59 transreid.train INFO: Epoch[12] Iter[390/486] Loss: 5.174, Acc: 0.163, Base Lr: 2.42e-04
2024-05-21 10:57:02 transreid.train INFO: Epoch[12] Iter[400/486] Loss: 5.138, Acc: 0.171, Base Lr: 2.42e-04
2024-05-21 10:57:05 transreid.train INFO: Epoch[12] Iter[410/486] Loss: 5.106, Acc: 0.178, Base Lr: 2.42e-04
2024-05-21 10:57:09 transreid.train INFO: Epoch[12] Iter[420/486] Loss: 5.065, Acc: 0.189, Base Lr: 2.42e-04
2024-05-21 10:57:12 transreid.train INFO: Epoch[12] Iter[430/486] Loss: 5.022, Acc: 0.200, Base Lr: 2.42e-04
2024-05-21 10:57:16 transreid.train INFO: Epoch[12] Iter[440/486] Loss: 4.979, Acc: 0.211, Base Lr: 2.42e-04
2024-05-21 10:57:19 transreid.train INFO: Epoch[12] Iter[450/486] Loss: 4.928, Acc: 0.224, Base Lr: 2.42e-04
2024-05-21 10:57:22 transreid.train INFO: Epoch[12] Iter[460/486] Loss: 4.871, Acc: 0.238, Base Lr: 2.42e-04
2024-05-21 10:57:26 transreid.train INFO: Epoch[12] Iter[470/486] Loss: 4.813, Acc: 0.252, Base Lr: 2.42e-04
2024-05-21 10:57:27 transreid.train INFO: Epoch 12 done. Time per epoch: 161.766[s] Speed: 187.9[samples/s]
2024-05-21 10:57:32 transreid.train INFO: Epoch[13] Iter[10/486] Loss: 5.503, Acc: 0.117, Base Lr: 2.61e-04
2024-05-21 10:57:35 transreid.train INFO: Epoch[13] Iter[20/486] Loss: 5.488, Acc: 0.108, Base Lr: 2.61e-04
2024-05-21 10:57:39 transreid.train INFO: Epoch[13] Iter[30/486] Loss: 5.441, Acc: 0.105, Base Lr: 2.61e-04
2024-05-21 10:57:42 transreid.train INFO: Epoch[13] Iter[40/486] Loss: 5.466, Acc: 0.102, Base Lr: 2.61e-04
2024-05-21 10:57:46 transreid.train INFO: Epoch[13] Iter[50/486] Loss: 5.439, Acc: 0.103, Base Lr: 2.61e-04
2024-05-21 10:57:49 transreid.train INFO: Epoch[13] Iter[60/486] Loss: 5.422, Acc: 0.105, Base Lr: 2.61e-04
2024-05-21 10:57:52 transreid.train INFO: Epoch[13] Iter[70/486] Loss: 5.433, Acc: 0.104, Base Lr: 2.61e-04
2024-05-21 10:57:56 transreid.train INFO: Epoch[13] Iter[80/486] Loss: 5.426, Acc: 0.103, Base Lr: 2.61e-04
2024-05-21 10:57:59 transreid.train INFO: Epoch[13] Iter[90/486] Loss: 5.415, Acc: 0.102, Base Lr: 2.61e-04
2024-05-21 10:58:02 transreid.train INFO: Epoch[13] Iter[100/486] Loss: 5.402, Acc: 0.104, Base Lr: 2.61e-04
2024-05-21 10:58:06 transreid.train INFO: Epoch[13] Iter[110/486] Loss: 5.405, Acc: 0.103, Base Lr: 2.61e-04
2024-05-21 10:58:09 transreid.train INFO: Epoch[13] Iter[120/486] Loss: 5.396, Acc: 0.105, Base Lr: 2.61e-04
2024-05-21 10:58:13 transreid.train INFO: Epoch[13] Iter[130/486] Loss: 5.400, Acc: 0.103, Base Lr: 2.61e-04
2024-05-21 10:58:16 transreid.train INFO: Epoch[13] Iter[140/486] Loss: 5.385, Acc: 0.105, Base Lr: 2.61e-04
2024-05-21 10:58:19 transreid.train INFO: Epoch[13] Iter[150/486] Loss: 5.367, Acc: 0.107, Base Lr: 2.61e-04
2024-05-21 10:58:23 transreid.train INFO: Epoch[13] Iter[160/486] Loss: 5.358, Acc: 0.109, Base Lr: 2.61e-04
2024-05-21 10:58:26 transreid.train INFO: Epoch[13] Iter[170/486] Loss: 5.349, Acc: 0.109, Base Lr: 2.61e-04
2024-05-21 10:58:29 transreid.train INFO: Epoch[13] Iter[180/486] Loss: 5.340, Acc: 0.111, Base Lr: 2.61e-04
2024-05-21 10:58:33 transreid.train INFO: Epoch[13] Iter[190/486] Loss: 5.323, Acc: 0.113, Base Lr: 2.61e-04
2024-05-21 10:58:36 transreid.train INFO: Epoch[13] Iter[200/486] Loss: 5.299, Acc: 0.118, Base Lr: 2.61e-04
2024-05-21 10:58:40 transreid.train INFO: Epoch[13] Iter[210/486] Loss: 5.289, Acc: 0.120, Base Lr: 2.61e-04
2024-05-21 10:58:43 transreid.train INFO: Epoch[13] Iter[220/486] Loss: 5.268, Acc: 0.125, Base Lr: 2.61e-04
2024-05-21 10:58:46 transreid.train INFO: Epoch[13] Iter[230/486] Loss: 5.255, Acc: 0.128, Base Lr: 2.61e-04
2024-05-21 10:58:50 transreid.train INFO: Epoch[13] Iter[240/486] Loss: 5.236, Acc: 0.131, Base Lr: 2.61e-04
2024-05-21 10:58:53 transreid.train INFO: Epoch[13] Iter[250/486] Loss: 5.217, Acc: 0.134, Base Lr: 2.61e-04
2024-05-21 10:58:57 transreid.train INFO: Epoch[13] Iter[260/486] Loss: 5.198, Acc: 0.136, Base Lr: 2.61e-04
2024-05-21 10:59:00 transreid.train INFO: Epoch[13] Iter[270/486] Loss: 5.188, Acc: 0.137, Base Lr: 2.61e-04
2024-05-21 10:59:03 transreid.train INFO: Epoch[13] Iter[280/486] Loss: 5.181, Acc: 0.137, Base Lr: 2.61e-04
2024-05-21 10:59:07 transreid.train INFO: Epoch[13] Iter[290/486] Loss: 5.159, Acc: 0.142, Base Lr: 2.61e-04
2024-05-21 10:59:10 transreid.train INFO: Epoch[13] Iter[300/486] Loss: 5.132, Acc: 0.146, Base Lr: 2.61e-04
2024-05-21 10:59:14 transreid.train INFO: Epoch[13] Iter[310/486] Loss: 5.110, Acc: 0.148, Base Lr: 2.61e-04
2024-05-21 10:59:17 transreid.train INFO: Epoch[13] Iter[320/486] Loss: 5.086, Acc: 0.153, Base Lr: 2.61e-04
2024-05-21 10:59:20 transreid.train INFO: Epoch[13] Iter[330/486] Loss: 5.067, Acc: 0.158, Base Lr: 2.61e-04
2024-05-21 10:59:24 transreid.train INFO: Epoch[13] Iter[340/486] Loss: 5.041, Acc: 0.163, Base Lr: 2.61e-04
2024-05-21 10:59:27 transreid.train INFO: Epoch[13] Iter[350/486] Loss: 5.013, Acc: 0.169, Base Lr: 2.61e-04
2024-05-21 10:59:30 transreid.train INFO: Epoch[13] Iter[360/486] Loss: 4.978, Acc: 0.175, Base Lr: 2.61e-04
2024-05-21 10:59:34 transreid.train INFO: Epoch[13] Iter[370/486] Loss: 4.955, Acc: 0.180, Base Lr: 2.61e-04
2024-05-21 10:59:37 transreid.train INFO: Epoch[13] Iter[380/486] Loss: 4.918, Acc: 0.188, Base Lr: 2.61e-04
2024-05-21 10:59:41 transreid.train INFO: Epoch[13] Iter[390/486] Loss: 4.889, Acc: 0.195, Base Lr: 2.61e-04
2024-05-21 10:59:44 transreid.train INFO: Epoch[13] Iter[400/486] Loss: 4.854, Acc: 0.203, Base Lr: 2.61e-04
2024-05-21 10:59:47 transreid.train INFO: Epoch[13] Iter[410/486] Loss: 4.809, Acc: 0.213, Base Lr: 2.61e-04
2024-05-21 10:59:51 transreid.train INFO: Epoch[13] Iter[420/486] Loss: 4.761, Acc: 0.225, Base Lr: 2.61e-04
2024-05-21 10:59:54 transreid.train INFO: Epoch[13] Iter[430/486] Loss: 4.714, Acc: 0.237, Base Lr: 2.61e-04
2024-05-21 10:59:58 transreid.train INFO: Epoch[13] Iter[440/486] Loss: 4.664, Acc: 0.250, Base Lr: 2.61e-04
2024-05-21 11:00:01 transreid.train INFO: Epoch[13] Iter[450/486] Loss: 4.613, Acc: 0.263, Base Lr: 2.61e-04
2024-05-21 11:00:04 transreid.train INFO: Epoch[13] Iter[460/486] Loss: 4.555, Acc: 0.276, Base Lr: 2.61e-04
2024-05-21 11:00:08 transreid.train INFO: Epoch[13] Iter[470/486] Loss: 4.489, Acc: 0.291, Base Lr: 2.61e-04
2024-05-21 11:00:09 transreid.train INFO: Epoch 13 done. Time per epoch: 161.163[s] Speed: 187.4[samples/s]
2024-05-21 11:00:13 transreid.train INFO: Epoch[14] Iter[10/486] Loss: 5.237, Acc: 0.109, Base Lr: 2.81e-04
2024-05-21 11:00:16 transreid.train INFO: Epoch[14] Iter[20/486] Loss: 5.333, Acc: 0.103, Base Lr: 2.81e-04
2024-05-21 11:00:20 transreid.train INFO: Epoch[14] Iter[30/486] Loss: 5.319, Acc: 0.104, Base Lr: 2.81e-04
2024-05-21 11:00:23 transreid.train INFO: Epoch[14] Iter[40/486] Loss: 5.328, Acc: 0.109, Base Lr: 2.81e-04
2024-05-21 11:00:27 transreid.train INFO: Epoch[14] Iter[50/486] Loss: 5.289, Acc: 0.116, Base Lr: 2.81e-04
2024-05-21 11:00:30 transreid.train INFO: Epoch[14] Iter[60/486] Loss: 5.263, Acc: 0.122, Base Lr: 2.81e-04
2024-05-21 11:00:33 transreid.train INFO: Epoch[14] Iter[70/486] Loss: 5.205, Acc: 0.131, Base Lr: 2.81e-04
2024-05-21 11:00:37 transreid.train INFO: Epoch[14] Iter[80/486] Loss: 5.197, Acc: 0.128, Base Lr: 2.81e-04
2024-05-21 11:00:40 transreid.train INFO: Epoch[14] Iter[90/486] Loss: 5.164, Acc: 0.133, Base Lr: 2.81e-04
2024-05-21 11:00:44 transreid.train INFO: Epoch[14] Iter[100/486] Loss: 5.157, Acc: 0.132, Base Lr: 2.81e-04
2024-05-21 11:00:47 transreid.train INFO: Epoch[14] Iter[110/486] Loss: 5.148, Acc: 0.134, Base Lr: 2.81e-04
2024-05-21 11:00:50 transreid.train INFO: Epoch[14] Iter[120/486] Loss: 5.141, Acc: 0.136, Base Lr: 2.81e-04
2024-05-21 11:00:54 transreid.train INFO: Epoch[14] Iter[130/486] Loss: 5.129, Acc: 0.139, Base Lr: 2.81e-04
2024-05-21 11:00:57 transreid.train INFO: Epoch[14] Iter[140/486] Loss: 5.103, Acc: 0.143, Base Lr: 2.81e-04
2024-05-21 11:01:01 transreid.train INFO: Epoch[14] Iter[150/486] Loss: 5.097, Acc: 0.144, Base Lr: 2.81e-04
2024-05-21 11:01:04 transreid.train INFO: Epoch[14] Iter[160/486] Loss: 5.081, Acc: 0.145, Base Lr: 2.81e-04
2024-05-21 11:01:07 transreid.train INFO: Epoch[14] Iter[170/486] Loss: 5.064, Acc: 0.147, Base Lr: 2.81e-04
2024-05-21 11:01:11 transreid.train INFO: Epoch[14] Iter[180/486] Loss: 5.051, Acc: 0.148, Base Lr: 2.81e-04
2024-05-21 11:01:14 transreid.train INFO: Epoch[14] Iter[190/486] Loss: 5.038, Acc: 0.151, Base Lr: 2.81e-04
2024-05-21 11:01:18 transreid.train INFO: Epoch[14] Iter[200/486] Loss: 5.019, Acc: 0.153, Base Lr: 2.81e-04
2024-05-21 11:01:21 transreid.train INFO: Epoch[14] Iter[210/486] Loss: 5.005, Acc: 0.155, Base Lr: 2.81e-04
2024-05-21 11:01:24 transreid.train INFO: Epoch[14] Iter[220/486] Loss: 4.993, Acc: 0.154, Base Lr: 2.81e-04
2024-05-21 11:01:28 transreid.train INFO: Epoch[14] Iter[230/486] Loss: 4.980, Acc: 0.155, Base Lr: 2.81e-04
2024-05-21 11:01:31 transreid.train INFO: Epoch[14] Iter[240/486] Loss: 4.965, Acc: 0.157, Base Lr: 2.81e-04
2024-05-21 11:01:35 transreid.train INFO: Epoch[14] Iter[250/486] Loss: 4.948, Acc: 0.159, Base Lr: 2.81e-04
2024-05-21 11:01:38 transreid.train INFO: Epoch[14] Iter[260/486] Loss: 4.927, Acc: 0.163, Base Lr: 2.81e-04
2024-05-21 11:01:41 transreid.train INFO: Epoch[14] Iter[270/486] Loss: 4.905, Acc: 0.167, Base Lr: 2.81e-04
2024-05-21 11:01:45 transreid.train INFO: Epoch[14] Iter[280/486] Loss: 4.886, Acc: 0.170, Base Lr: 2.81e-04
2024-05-21 11:01:48 transreid.train INFO: Epoch[14] Iter[290/486] Loss: 4.861, Acc: 0.174, Base Lr: 2.81e-04
2024-05-21 11:01:52 transreid.train INFO: Epoch[14] Iter[300/486] Loss: 4.838, Acc: 0.180, Base Lr: 2.81e-04
2024-05-21 11:01:55 transreid.train INFO: Epoch[14] Iter[310/486] Loss: 4.806, Acc: 0.187, Base Lr: 2.81e-04
2024-05-21 11:01:58 transreid.train INFO: Epoch[14] Iter[320/486] Loss: 4.784, Acc: 0.192, Base Lr: 2.81e-04
2024-05-21 11:02:02 transreid.train INFO: Epoch[14] Iter[330/486] Loss: 4.750, Acc: 0.198, Base Lr: 2.81e-04
2024-05-21 11:02:05 transreid.train INFO: Epoch[14] Iter[340/486] Loss: 4.726, Acc: 0.204, Base Lr: 2.81e-04
2024-05-21 11:02:08 transreid.train INFO: Epoch[14] Iter[350/486] Loss: 4.706, Acc: 0.207, Base Lr: 2.81e-04
2024-05-21 11:02:12 transreid.train INFO: Epoch[14] Iter[360/486] Loss: 4.681, Acc: 0.212, Base Lr: 2.81e-04
2024-05-21 11:02:15 transreid.train INFO: Epoch[14] Iter[370/486] Loss: 4.643, Acc: 0.220, Base Lr: 2.81e-04
2024-05-21 11:02:19 transreid.train INFO: Epoch[14] Iter[380/486] Loss: 4.607, Acc: 0.229, Base Lr: 2.81e-04
2024-05-21 11:02:22 transreid.train INFO: Epoch[14] Iter[390/486] Loss: 4.572, Acc: 0.238, Base Lr: 2.81e-04
2024-05-21 11:02:25 transreid.train INFO: Epoch[14] Iter[400/486] Loss: 4.534, Acc: 0.247, Base Lr: 2.81e-04
2024-05-21 11:02:29 transreid.train INFO: Epoch[14] Iter[410/486] Loss: 4.490, Acc: 0.258, Base Lr: 2.81e-04
2024-05-21 11:02:32 transreid.train INFO: Epoch[14] Iter[420/486] Loss: 4.444, Acc: 0.269, Base Lr: 2.81e-04
2024-05-21 11:02:36 transreid.train INFO: Epoch[14] Iter[430/486] Loss: 4.394, Acc: 0.282, Base Lr: 2.81e-04
2024-05-21 11:02:39 transreid.train INFO: Epoch[14] Iter[440/486] Loss: 4.340, Acc: 0.295, Base Lr: 2.81e-04
2024-05-21 11:02:42 transreid.train INFO: Epoch[14] Iter[450/486] Loss: 4.282, Acc: 0.309, Base Lr: 2.81e-04
2024-05-21 11:02:46 transreid.train INFO: Epoch[14] Iter[460/486] Loss: 4.225, Acc: 0.322, Base Lr: 2.81e-04
2024-05-21 11:02:49 transreid.train INFO: Epoch[14] Iter[470/486] Loss: 4.165, Acc: 0.336, Base Lr: 2.81e-04
2024-05-21 11:02:51 transreid.train INFO: Epoch 14 done. Time per epoch: 161.991[s] Speed: 187.3[samples/s]
2024-05-21 11:02:55 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 5.070, Acc: 0.127, Base Lr: 3.01e-04
2024-05-21 11:02:58 transreid.train INFO: Epoch[15] Iter[20/486] Loss: 4.982, Acc: 0.150, Base Lr: 3.01e-04
2024-05-21 11:03:02 transreid.train INFO: Epoch[15] Iter[30/486] Loss: 4.983, Acc: 0.147, Base Lr: 3.01e-04
2024-05-21 11:03:05 transreid.train INFO: Epoch[15] Iter[40/486] Loss: 4.931, Acc: 0.153, Base Lr: 3.01e-04
2024-05-21 11:03:09 transreid.train INFO: Epoch[15] Iter[50/486] Loss: 4.865, Acc: 0.168, Base Lr: 3.01e-04
2024-05-21 11:03:12 transreid.train INFO: Epoch[15] Iter[60/486] Loss: 4.871, Acc: 0.163, Base Lr: 3.01e-04
2024-05-21 11:03:15 transreid.train INFO: Epoch[15] Iter[70/486] Loss: 4.865, Acc: 0.163, Base Lr: 3.01e-04
2024-05-21 11:03:19 transreid.train INFO: Epoch[15] Iter[80/486] Loss: 4.877, Acc: 0.164, Base Lr: 3.01e-04
2024-05-21 11:03:22 transreid.train INFO: Epoch[15] Iter[90/486] Loss: 4.856, Acc: 0.170, Base Lr: 3.01e-04
2024-05-21 11:03:26 transreid.train INFO: Epoch[15] Iter[100/486] Loss: 4.837, Acc: 0.170, Base Lr: 3.01e-04
2024-05-21 11:03:29 transreid.train INFO: Epoch[15] Iter[110/486] Loss: 4.827, Acc: 0.171, Base Lr: 3.01e-04
2024-05-21 11:03:32 transreid.train INFO: Epoch[15] Iter[120/486] Loss: 4.829, Acc: 0.168, Base Lr: 3.01e-04
2024-05-21 11:03:36 transreid.train INFO: Epoch[15] Iter[130/486] Loss: 4.806, Acc: 0.173, Base Lr: 3.01e-04
2024-05-21 11:03:39 transreid.train INFO: Epoch[15] Iter[140/486] Loss: 4.798, Acc: 0.174, Base Lr: 3.01e-04
2024-05-21 11:03:43 transreid.train INFO: Epoch[15] Iter[150/486] Loss: 4.815, Acc: 0.173, Base Lr: 3.01e-04
2024-05-21 11:03:46 transreid.train INFO: Epoch[15] Iter[160/486] Loss: 4.811, Acc: 0.175, Base Lr: 3.01e-04
2024-05-21 11:03:49 transreid.train INFO: Epoch[15] Iter[170/486] Loss: 4.810, Acc: 0.174, Base Lr: 3.01e-04
2024-05-21 11:03:53 transreid.train INFO: Epoch[15] Iter[180/486] Loss: 4.791, Acc: 0.177, Base Lr: 3.01e-04
2024-05-21 11:03:56 transreid.train INFO: Epoch[15] Iter[190/486] Loss: 4.775, Acc: 0.179, Base Lr: 3.01e-04
2024-05-21 11:04:00 transreid.train INFO: Epoch[15] Iter[200/486] Loss: 4.763, Acc: 0.181, Base Lr: 3.01e-04
2024-05-21 11:04:03 transreid.train INFO: Epoch[15] Iter[210/486] Loss: 4.744, Acc: 0.185, Base Lr: 3.01e-04
2024-05-21 11:04:06 transreid.train INFO: Epoch[15] Iter[220/486] Loss: 4.728, Acc: 0.186, Base Lr: 3.01e-04
2024-05-21 11:04:10 transreid.train INFO: Epoch[15] Iter[230/486] Loss: 4.701, Acc: 0.192, Base Lr: 3.01e-04
2024-05-21 11:04:13 transreid.train INFO: Epoch[15] Iter[240/486] Loss: 4.682, Acc: 0.195, Base Lr: 3.01e-04
2024-05-21 11:04:16 transreid.train INFO: Epoch[15] Iter[250/486] Loss: 4.663, Acc: 0.198, Base Lr: 3.01e-04
2024-05-21 11:04:20 transreid.train INFO: Epoch[15] Iter[260/486] Loss: 4.641, Acc: 0.202, Base Lr: 3.01e-04
2024-05-21 11:04:23 transreid.train INFO: Epoch[15] Iter[270/486] Loss: 4.612, Acc: 0.208, Base Lr: 3.01e-04
2024-05-21 11:04:27 transreid.train INFO: Epoch[15] Iter[280/486] Loss: 4.590, Acc: 0.211, Base Lr: 3.01e-04
2024-05-21 11:04:30 transreid.train INFO: Epoch[15] Iter[290/486] Loss: 4.568, Acc: 0.216, Base Lr: 3.01e-04
2024-05-21 11:04:33 transreid.train INFO: Epoch[15] Iter[300/486] Loss: 4.542, Acc: 0.221, Base Lr: 3.01e-04
2024-05-21 11:04:37 transreid.train INFO: Epoch[15] Iter[310/486] Loss: 4.515, Acc: 0.226, Base Lr: 3.01e-04
2024-05-21 11:04:40 transreid.train INFO: Epoch[15] Iter[320/486] Loss: 4.485, Acc: 0.233, Base Lr: 3.01e-04
2024-05-21 11:04:44 transreid.train INFO: Epoch[15] Iter[330/486] Loss: 4.459, Acc: 0.239, Base Lr: 3.01e-04
2024-05-21 11:04:47 transreid.train INFO: Epoch[15] Iter[340/486] Loss: 4.427, Acc: 0.247, Base Lr: 3.01e-04
2024-05-21 11:04:51 transreid.train INFO: Epoch[15] Iter[350/486] Loss: 4.397, Acc: 0.253, Base Lr: 3.01e-04
2024-05-21 11:04:54 transreid.train INFO: Epoch[15] Iter[360/486] Loss: 4.359, Acc: 0.262, Base Lr: 3.01e-04
2024-05-21 11:04:57 transreid.train INFO: Epoch[15] Iter[370/486] Loss: 4.329, Acc: 0.269, Base Lr: 3.01e-04
2024-05-21 11:05:01 transreid.train INFO: Epoch[15] Iter[380/486] Loss: 4.286, Acc: 0.279, Base Lr: 3.01e-04
2024-05-21 11:05:04 transreid.train INFO: Epoch[15] Iter[390/486] Loss: 4.244, Acc: 0.289, Base Lr: 3.01e-04
2024-05-21 11:05:08 transreid.train INFO: Epoch[15] Iter[400/486] Loss: 4.201, Acc: 0.300, Base Lr: 3.01e-04
2024-05-21 11:05:11 transreid.train INFO: Epoch[15] Iter[410/486] Loss: 4.155, Acc: 0.312, Base Lr: 3.01e-04
2024-05-21 11:05:14 transreid.train INFO: Epoch[15] Iter[420/486] Loss: 4.109, Acc: 0.323, Base Lr: 3.01e-04
2024-05-21 11:05:18 transreid.train INFO: Epoch[15] Iter[430/486] Loss: 4.062, Acc: 0.334, Base Lr: 3.01e-04
2024-05-21 11:05:21 transreid.train INFO: Epoch[15] Iter[440/486] Loss: 4.009, Acc: 0.347, Base Lr: 3.01e-04
2024-05-21 11:05:25 transreid.train INFO: Epoch[15] Iter[450/486] Loss: 3.952, Acc: 0.360, Base Lr: 3.01e-04
2024-05-21 11:05:28 transreid.train INFO: Epoch[15] Iter[460/486] Loss: 3.896, Acc: 0.372, Base Lr: 3.01e-04
2024-05-21 11:05:31 transreid.train INFO: Epoch[15] Iter[470/486] Loss: 3.837, Acc: 0.384, Base Lr: 3.01e-04
2024-05-21 11:05:32 transreid.train INFO: Epoch 15 done. Time per epoch: 161.849[s] Speed: 187.0[samples/s]
2024-05-21 11:05:37 transreid.train INFO: Epoch[16] Iter[10/486] Loss: 4.706, Acc: 0.186, Base Lr: 3.21e-04
2024-05-21 11:05:40 transreid.train INFO: Epoch[16] Iter[20/486] Loss: 4.683, Acc: 0.194, Base Lr: 3.21e-04
2024-05-21 11:05:44 transreid.train INFO: Epoch[16] Iter[30/486] Loss: 4.685, Acc: 0.193, Base Lr: 3.21e-04
2024-05-21 11:05:47 transreid.train INFO: Epoch[16] Iter[40/486] Loss: 4.679, Acc: 0.195, Base Lr: 3.21e-04
2024-05-21 11:05:50 transreid.train INFO: Epoch[16] Iter[50/486] Loss: 4.699, Acc: 0.187, Base Lr: 3.21e-04
2024-05-21 11:05:54 transreid.train INFO: Epoch[16] Iter[60/486] Loss: 4.707, Acc: 0.184, Base Lr: 3.21e-04
2024-05-21 11:05:57 transreid.train INFO: Epoch[16] Iter[70/486] Loss: 4.687, Acc: 0.188, Base Lr: 3.21e-04
2024-05-21 11:06:01 transreid.train INFO: Epoch[16] Iter[80/486] Loss: 4.654, Acc: 0.193, Base Lr: 3.21e-04
2024-05-21 11:06:04 transreid.train INFO: Epoch[16] Iter[90/486] Loss: 4.609, Acc: 0.201, Base Lr: 3.21e-04
2024-05-21 11:06:08 transreid.train INFO: Epoch[16] Iter[100/486] Loss: 4.594, Acc: 0.201, Base Lr: 3.21e-04
2024-05-21 11:06:11 transreid.train INFO: Epoch[16] Iter[110/486] Loss: 4.576, Acc: 0.204, Base Lr: 3.21e-04
2024-05-21 11:06:14 transreid.train INFO: Epoch[16] Iter[120/486] Loss: 4.542, Acc: 0.208, Base Lr: 3.21e-04
2024-05-21 11:06:18 transreid.train INFO: Epoch[16] Iter[130/486] Loss: 4.530, Acc: 0.213, Base Lr: 3.21e-04
2024-05-21 11:06:21 transreid.train INFO: Epoch[16] Iter[140/486] Loss: 4.518, Acc: 0.215, Base Lr: 3.21e-04
2024-05-21 11:06:25 transreid.train INFO: Epoch[16] Iter[150/486] Loss: 4.507, Acc: 0.217, Base Lr: 3.21e-04
2024-05-21 11:06:28 transreid.train INFO: Epoch[16] Iter[160/486] Loss: 4.496, Acc: 0.218, Base Lr: 3.21e-04
2024-05-21 11:06:31 transreid.train INFO: Epoch[16] Iter[170/486] Loss: 4.494, Acc: 0.218, Base Lr: 3.21e-04
2024-05-21 11:06:35 transreid.train INFO: Epoch[16] Iter[180/486] Loss: 4.471, Acc: 0.222, Base Lr: 3.21e-04
2024-05-21 11:06:38 transreid.train INFO: Epoch[16] Iter[190/486] Loss: 4.457, Acc: 0.225, Base Lr: 3.21e-04
2024-05-21 11:06:41 transreid.train INFO: Epoch[16] Iter[200/486] Loss: 4.450, Acc: 0.226, Base Lr: 3.21e-04
2024-05-21 11:06:45 transreid.train INFO: Epoch[16] Iter[210/486] Loss: 4.429, Acc: 0.231, Base Lr: 3.21e-04
2024-05-21 11:06:48 transreid.train INFO: Epoch[16] Iter[220/486] Loss: 4.397, Acc: 0.237, Base Lr: 3.21e-04
2024-05-21 11:06:52 transreid.train INFO: Epoch[16] Iter[230/486] Loss: 4.376, Acc: 0.240, Base Lr: 3.21e-04
2024-05-21 11:06:55 transreid.train INFO: Epoch[16] Iter[240/486] Loss: 4.345, Acc: 0.246, Base Lr: 3.21e-04
2024-05-21 11:06:58 transreid.train INFO: Epoch[16] Iter[250/486] Loss: 4.316, Acc: 0.251, Base Lr: 3.21e-04
2024-05-21 11:07:02 transreid.train INFO: Epoch[16] Iter[260/486] Loss: 4.296, Acc: 0.255, Base Lr: 3.21e-04
2024-05-21 11:07:05 transreid.train INFO: Epoch[16] Iter[270/486] Loss: 4.278, Acc: 0.259, Base Lr: 3.21e-04
2024-05-21 11:07:09 transreid.train INFO: Epoch[16] Iter[280/486] Loss: 4.254, Acc: 0.264, Base Lr: 3.21e-04
2024-05-21 11:07:12 transreid.train INFO: Epoch[16] Iter[290/486] Loss: 4.224, Acc: 0.271, Base Lr: 3.21e-04
2024-05-21 11:07:15 transreid.train INFO: Epoch[16] Iter[300/486] Loss: 4.201, Acc: 0.275, Base Lr: 3.21e-04
2024-05-21 11:07:19 transreid.train INFO: Epoch[16] Iter[310/486] Loss: 4.181, Acc: 0.279, Base Lr: 3.21e-04
2024-05-21 11:07:22 transreid.train INFO: Epoch[16] Iter[320/486] Loss: 4.155, Acc: 0.284, Base Lr: 3.21e-04
2024-05-21 11:07:26 transreid.train INFO: Epoch[16] Iter[330/486] Loss: 4.130, Acc: 0.289, Base Lr: 3.21e-04
2024-05-21 11:07:29 transreid.train INFO: Epoch[16] Iter[340/486] Loss: 4.103, Acc: 0.295, Base Lr: 3.21e-04
2024-05-21 11:07:32 transreid.train INFO: Epoch[16] Iter[350/486] Loss: 4.073, Acc: 0.302, Base Lr: 3.21e-04
2024-05-21 11:07:36 transreid.train INFO: Epoch[16] Iter[360/486] Loss: 4.039, Acc: 0.310, Base Lr: 3.21e-04
2024-05-21 11:07:39 transreid.train INFO: Epoch[16] Iter[370/486] Loss: 4.007, Acc: 0.318, Base Lr: 3.21e-04
2024-05-21 11:07:43 transreid.train INFO: Epoch[16] Iter[380/486] Loss: 3.968, Acc: 0.327, Base Lr: 3.21e-04
2024-05-21 11:07:46 transreid.train INFO: Epoch[16] Iter[390/486] Loss: 3.927, Acc: 0.337, Base Lr: 3.21e-04
2024-05-21 11:07:49 transreid.train INFO: Epoch[16] Iter[400/486] Loss: 3.890, Acc: 0.345, Base Lr: 3.21e-04
2024-05-21 11:07:53 transreid.train INFO: Epoch[16] Iter[410/486] Loss: 3.846, Acc: 0.356, Base Lr: 3.21e-04
2024-05-21 11:07:56 transreid.train INFO: Epoch[16] Iter[420/486] Loss: 3.797, Acc: 0.368, Base Lr: 3.21e-04
2024-05-21 11:08:00 transreid.train INFO: Epoch[16] Iter[430/486] Loss: 3.750, Acc: 0.380, Base Lr: 3.21e-04
2024-05-21 11:08:03 transreid.train INFO: Epoch[16] Iter[440/486] Loss: 3.699, Acc: 0.391, Base Lr: 3.21e-04
2024-05-21 11:08:07 transreid.train INFO: Epoch[16] Iter[450/486] Loss: 3.644, Acc: 0.403, Base Lr: 3.21e-04
2024-05-21 11:08:10 transreid.train INFO: Epoch[16] Iter[460/486] Loss: 3.590, Acc: 0.415, Base Lr: 3.21e-04
2024-05-21 11:08:13 transreid.train INFO: Epoch[16] Iter[470/486] Loss: 3.534, Acc: 0.427, Base Lr: 3.21e-04
2024-05-21 11:08:15 transreid.train INFO: Epoch 16 done. Time per epoch: 162.318[s] Speed: 186.9[samples/s]
2024-05-21 11:08:19 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 4.552, Acc: 0.197, Base Lr: 3.41e-04
2024-05-21 11:08:23 transreid.train INFO: Epoch[17] Iter[20/486] Loss: 4.545, Acc: 0.192, Base Lr: 3.41e-04
2024-05-21 11:08:26 transreid.train INFO: Epoch[17] Iter[30/486] Loss: 4.503, Acc: 0.203, Base Lr: 3.41e-04
2024-05-21 11:08:29 transreid.train INFO: Epoch[17] Iter[40/486] Loss: 4.471, Acc: 0.217, Base Lr: 3.41e-04
2024-05-21 11:08:33 transreid.train INFO: Epoch[17] Iter[50/486] Loss: 4.436, Acc: 0.219, Base Lr: 3.41e-04
2024-05-21 11:08:36 transreid.train INFO: Epoch[17] Iter[60/486] Loss: 4.406, Acc: 0.225, Base Lr: 3.41e-04
2024-05-21 11:08:40 transreid.train INFO: Epoch[17] Iter[70/486] Loss: 4.394, Acc: 0.229, Base Lr: 3.41e-04
2024-05-21 11:08:43 transreid.train INFO: Epoch[17] Iter[80/486] Loss: 4.356, Acc: 0.237, Base Lr: 3.41e-04
2024-05-21 11:08:47 transreid.train INFO: Epoch[17] Iter[90/486] Loss: 4.313, Acc: 0.244, Base Lr: 3.41e-04
2024-05-21 11:08:50 transreid.train INFO: Epoch[17] Iter[100/486] Loss: 4.308, Acc: 0.244, Base Lr: 3.41e-04
2024-05-21 11:08:54 transreid.train INFO: Epoch[17] Iter[110/486] Loss: 4.291, Acc: 0.248, Base Lr: 3.41e-04
2024-05-21 11:08:57 transreid.train INFO: Epoch[17] Iter[120/486] Loss: 4.290, Acc: 0.248, Base Lr: 3.41e-04
2024-05-21 11:09:00 transreid.train INFO: Epoch[17] Iter[130/486] Loss: 4.271, Acc: 0.253, Base Lr: 3.41e-04
2024-05-21 11:09:04 transreid.train INFO: Epoch[17] Iter[140/486] Loss: 4.252, Acc: 0.255, Base Lr: 3.41e-04
2024-05-21 11:09:07 transreid.train INFO: Epoch[17] Iter[150/486] Loss: 4.223, Acc: 0.259, Base Lr: 3.41e-04
2024-05-21 11:09:11 transreid.train INFO: Epoch[17] Iter[160/486] Loss: 4.219, Acc: 0.259, Base Lr: 3.41e-04
2024-05-21 11:09:14 transreid.train INFO: Epoch[17] Iter[170/486] Loss: 4.213, Acc: 0.260, Base Lr: 3.41e-04
2024-05-21 11:09:18 transreid.train INFO: Epoch[17] Iter[180/486] Loss: 4.195, Acc: 0.262, Base Lr: 3.41e-04
2024-05-21 11:09:21 transreid.train INFO: Epoch[17] Iter[190/486] Loss: 4.176, Acc: 0.266, Base Lr: 3.41e-04
2024-05-21 11:09:24 transreid.train INFO: Epoch[17] Iter[200/486] Loss: 4.154, Acc: 0.271, Base Lr: 3.41e-04
2024-05-21 11:09:28 transreid.train INFO: Epoch[17] Iter[210/486] Loss: 4.134, Acc: 0.275, Base Lr: 3.41e-04
2024-05-21 11:09:31 transreid.train INFO: Epoch[17] Iter[220/486] Loss: 4.108, Acc: 0.279, Base Lr: 3.41e-04
2024-05-21 11:09:35 transreid.train INFO: Epoch[17] Iter[230/486] Loss: 4.086, Acc: 0.284, Base Lr: 3.41e-04
2024-05-21 11:09:38 transreid.train INFO: Epoch[17] Iter[240/486] Loss: 4.064, Acc: 0.289, Base Lr: 3.41e-04
2024-05-21 11:09:41 transreid.train INFO: Epoch[17] Iter[250/486] Loss: 4.042, Acc: 0.292, Base Lr: 3.41e-04
2024-05-21 11:09:45 transreid.train INFO: Epoch[17] Iter[260/486] Loss: 4.023, Acc: 0.297, Base Lr: 3.41e-04
2024-05-21 11:09:48 transreid.train INFO: Epoch[17] Iter[270/486] Loss: 4.001, Acc: 0.301, Base Lr: 3.41e-04
2024-05-21 11:09:52 transreid.train INFO: Epoch[17] Iter[280/486] Loss: 3.978, Acc: 0.305, Base Lr: 3.41e-04
2024-05-21 11:09:55 transreid.train INFO: Epoch[17] Iter[290/486] Loss: 3.949, Acc: 0.311, Base Lr: 3.41e-04
2024-05-21 11:09:59 transreid.train INFO: Epoch[17] Iter[300/486] Loss: 3.921, Acc: 0.318, Base Lr: 3.41e-04
2024-05-21 11:10:02 transreid.train INFO: Epoch[17] Iter[310/486] Loss: 3.900, Acc: 0.322, Base Lr: 3.41e-04
2024-05-21 11:10:05 transreid.train INFO: Epoch[17] Iter[320/486] Loss: 3.867, Acc: 0.329, Base Lr: 3.41e-04
2024-05-21 11:10:09 transreid.train INFO: Epoch[17] Iter[330/486] Loss: 3.832, Acc: 0.337, Base Lr: 3.41e-04
2024-05-21 11:10:12 transreid.train INFO: Epoch[17] Iter[340/486] Loss: 3.797, Acc: 0.345, Base Lr: 3.41e-04
2024-05-21 11:10:16 transreid.train INFO: Epoch[17] Iter[350/486] Loss: 3.760, Acc: 0.353, Base Lr: 3.41e-04
2024-05-21 11:10:19 transreid.train INFO: Epoch[17] Iter[360/486] Loss: 3.727, Acc: 0.361, Base Lr: 3.41e-04
2024-05-21 11:10:23 transreid.train INFO: Epoch[17] Iter[370/486] Loss: 3.689, Acc: 0.369, Base Lr: 3.41e-04
2024-05-21 11:10:26 transreid.train INFO: Epoch[17] Iter[380/486] Loss: 3.654, Acc: 0.378, Base Lr: 3.41e-04
2024-05-21 11:10:30 transreid.train INFO: Epoch[17] Iter[390/486] Loss: 3.609, Acc: 0.387, Base Lr: 3.41e-04
2024-05-21 11:10:33 transreid.train INFO: Epoch[17] Iter[400/486] Loss: 3.571, Acc: 0.396, Base Lr: 3.41e-04
2024-05-21 11:10:36 transreid.train INFO: Epoch[17] Iter[410/486] Loss: 3.528, Acc: 0.406, Base Lr: 3.41e-04
2024-05-21 11:10:40 transreid.train INFO: Epoch[17] Iter[420/486] Loss: 3.483, Acc: 0.417, Base Lr: 3.41e-04
2024-05-21 11:10:43 transreid.train INFO: Epoch[17] Iter[430/486] Loss: 3.434, Acc: 0.428, Base Lr: 3.41e-04
2024-05-21 11:10:47 transreid.train INFO: Epoch[17] Iter[440/486] Loss: 3.386, Acc: 0.439, Base Lr: 3.41e-04
2024-05-21 11:10:50 transreid.train INFO: Epoch[17] Iter[450/486] Loss: 3.335, Acc: 0.451, Base Lr: 3.41e-04
2024-05-21 11:10:53 transreid.train INFO: Epoch[17] Iter[460/486] Loss: 3.286, Acc: 0.462, Base Lr: 3.41e-04
2024-05-21 11:10:57 transreid.train INFO: Epoch[17] Iter[470/486] Loss: 3.236, Acc: 0.472, Base Lr: 3.41e-04
2024-05-21 11:10:58 transreid.train INFO: Epoch 17 done. Time per epoch: 163.600[s] Speed: 185.4[samples/s]
2024-05-21 11:11:03 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 4.479, Acc: 0.186, Base Lr: 3.60e-04
2024-05-21 11:11:06 transreid.train INFO: Epoch[18] Iter[20/486] Loss: 4.320, Acc: 0.227, Base Lr: 3.60e-04
2024-05-21 11:11:09 transreid.train INFO: Epoch[18] Iter[30/486] Loss: 4.372, Acc: 0.225, Base Lr: 3.60e-04
2024-05-21 11:11:13 transreid.train INFO: Epoch[18] Iter[40/486] Loss: 4.345, Acc: 0.229, Base Lr: 3.60e-04
2024-05-21 11:11:16 transreid.train INFO: Epoch[18] Iter[50/486] Loss: 4.305, Acc: 0.235, Base Lr: 3.60e-04
2024-05-21 11:11:20 transreid.train INFO: Epoch[18] Iter[60/486] Loss: 4.277, Acc: 0.235, Base Lr: 3.60e-04
2024-05-21 11:11:23 transreid.train INFO: Epoch[18] Iter[70/486] Loss: 4.232, Acc: 0.242, Base Lr: 3.60e-04
2024-05-21 11:11:26 transreid.train INFO: Epoch[18] Iter[80/486] Loss: 4.188, Acc: 0.254, Base Lr: 3.60e-04
2024-05-21 11:11:30 transreid.train INFO: Epoch[18] Iter[90/486] Loss: 4.156, Acc: 0.263, Base Lr: 3.60e-04
2024-05-21 11:11:33 transreid.train INFO: Epoch[18] Iter[100/486] Loss: 4.146, Acc: 0.266, Base Lr: 3.60e-04
2024-05-21 11:11:37 transreid.train INFO: Epoch[18] Iter[110/486] Loss: 4.119, Acc: 0.270, Base Lr: 3.60e-04
2024-05-21 11:11:40 transreid.train INFO: Epoch[18] Iter[120/486] Loss: 4.104, Acc: 0.274, Base Lr: 3.60e-04
2024-05-21 11:11:44 transreid.train INFO: Epoch[18] Iter[130/486] Loss: 4.081, Acc: 0.275, Base Lr: 3.60e-04
2024-05-21 11:11:47 transreid.train INFO: Epoch[18] Iter[140/486] Loss: 4.051, Acc: 0.282, Base Lr: 3.60e-04
2024-05-21 11:11:50 transreid.train INFO: Epoch[18] Iter[150/486] Loss: 4.037, Acc: 0.284, Base Lr: 3.60e-04
2024-05-21 11:11:54 transreid.train INFO: Epoch[18] Iter[160/486] Loss: 4.012, Acc: 0.289, Base Lr: 3.60e-04
2024-05-21 11:11:57 transreid.train INFO: Epoch[18] Iter[170/486] Loss: 3.990, Acc: 0.294, Base Lr: 3.60e-04
2024-05-21 11:12:00 transreid.train INFO: Epoch[18] Iter[180/486] Loss: 3.961, Acc: 0.301, Base Lr: 3.60e-04
2024-05-21 11:12:04 transreid.train INFO: Epoch[18] Iter[190/486] Loss: 3.945, Acc: 0.303, Base Lr: 3.60e-04
2024-05-21 11:12:07 transreid.train INFO: Epoch[18] Iter[200/486] Loss: 3.930, Acc: 0.307, Base Lr: 3.60e-04
2024-05-21 11:12:11 transreid.train INFO: Epoch[18] Iter[210/486] Loss: 3.904, Acc: 0.311, Base Lr: 3.60e-04
2024-05-21 11:12:14 transreid.train INFO: Epoch[18] Iter[220/486] Loss: 3.879, Acc: 0.317, Base Lr: 3.60e-04
2024-05-21 11:12:17 transreid.train INFO: Epoch[18] Iter[230/486] Loss: 3.849, Acc: 0.324, Base Lr: 3.60e-04
2024-05-21 11:12:21 transreid.train INFO: Epoch[18] Iter[240/486] Loss: 3.832, Acc: 0.328, Base Lr: 3.60e-04
2024-05-21 11:12:24 transreid.train INFO: Epoch[18] Iter[250/486] Loss: 3.807, Acc: 0.333, Base Lr: 3.60e-04
2024-05-21 11:12:28 transreid.train INFO: Epoch[18] Iter[260/486] Loss: 3.780, Acc: 0.339, Base Lr: 3.60e-04
2024-05-21 11:12:31 transreid.train INFO: Epoch[18] Iter[270/486] Loss: 3.754, Acc: 0.344, Base Lr: 3.60e-04
2024-05-21 11:12:34 transreid.train INFO: Epoch[18] Iter[280/486] Loss: 3.724, Acc: 0.351, Base Lr: 3.60e-04
2024-05-21 11:12:38 transreid.train INFO: Epoch[18] Iter[290/486] Loss: 3.699, Acc: 0.356, Base Lr: 3.60e-04
2024-05-21 11:12:41 transreid.train INFO: Epoch[18] Iter[300/486] Loss: 3.667, Acc: 0.363, Base Lr: 3.60e-04
2024-05-21 11:12:45 transreid.train INFO: Epoch[18] Iter[310/486] Loss: 3.634, Acc: 0.369, Base Lr: 3.60e-04
2024-05-21 11:12:48 transreid.train INFO: Epoch[18] Iter[320/486] Loss: 3.603, Acc: 0.376, Base Lr: 3.60e-04
2024-05-21 11:12:51 transreid.train INFO: Epoch[18] Iter[330/486] Loss: 3.571, Acc: 0.383, Base Lr: 3.60e-04
2024-05-21 11:12:55 transreid.train INFO: Epoch[18] Iter[340/486] Loss: 3.528, Acc: 0.393, Base Lr: 3.60e-04
2024-05-21 11:12:58 transreid.train INFO: Epoch[18] Iter[350/486] Loss: 3.491, Acc: 0.402, Base Lr: 3.60e-04
2024-05-21 11:13:01 transreid.train INFO: Epoch[18] Iter[360/486] Loss: 3.459, Acc: 0.409, Base Lr: 3.60e-04
2024-05-21 11:13:05 transreid.train INFO: Epoch[18] Iter[370/486] Loss: 3.422, Acc: 0.417, Base Lr: 3.60e-04
2024-05-21 11:13:08 transreid.train INFO: Epoch[18] Iter[380/486] Loss: 3.381, Acc: 0.427, Base Lr: 3.60e-04
2024-05-21 11:13:12 transreid.train INFO: Epoch[18] Iter[390/486] Loss: 3.337, Acc: 0.438, Base Lr: 3.60e-04
2024-05-21 11:13:15 transreid.train INFO: Epoch[18] Iter[400/486] Loss: 3.292, Acc: 0.449, Base Lr: 3.60e-04
2024-05-21 11:13:18 transreid.train INFO: Epoch[18] Iter[410/486] Loss: 3.249, Acc: 0.459, Base Lr: 3.60e-04
2024-05-21 11:13:22 transreid.train INFO: Epoch[18] Iter[420/486] Loss: 3.198, Acc: 0.471, Base Lr: 3.60e-04
2024-05-21 11:13:25 transreid.train INFO: Epoch[18] Iter[430/486] Loss: 3.148, Acc: 0.482, Base Lr: 3.60e-04
2024-05-21 11:13:29 transreid.train INFO: Epoch[18] Iter[440/486] Loss: 3.098, Acc: 0.493, Base Lr: 3.60e-04
2024-05-21 11:13:32 transreid.train INFO: Epoch[18] Iter[450/486] Loss: 3.047, Acc: 0.504, Base Lr: 3.60e-04
2024-05-21 11:13:35 transreid.train INFO: Epoch[18] Iter[460/486] Loss: 2.997, Acc: 0.514, Base Lr: 3.60e-04
2024-05-21 11:13:39 transreid.train INFO: Epoch[18] Iter[470/486] Loss: 2.946, Acc: 0.524, Base Lr: 3.60e-04
2024-05-21 11:13:40 transreid.train INFO: Epoch 18 done. Time per epoch: 161.750[s] Speed: 187.5[samples/s]
2024-05-21 11:13:44 transreid.train INFO: Epoch[19] Iter[10/486] Loss: 3.804, Acc: 0.286, Base Lr: 3.80e-04
2024-05-21 11:13:48 transreid.train INFO: Epoch[19] Iter[20/486] Loss: 3.990, Acc: 0.270, Base Lr: 3.80e-04
2024-05-21 11:13:51 transreid.train INFO: Epoch[19] Iter[30/486] Loss: 3.964, Acc: 0.289, Base Lr: 3.80e-04
2024-05-21 11:13:55 transreid.train INFO: Epoch[19] Iter[40/486] Loss: 3.877, Acc: 0.296, Base Lr: 3.80e-04
2024-05-21 11:13:58 transreid.train INFO: Epoch[19] Iter[50/486] Loss: 3.875, Acc: 0.301, Base Lr: 3.80e-04
2024-05-21 11:14:01 transreid.train INFO: Epoch[19] Iter[60/486] Loss: 3.876, Acc: 0.300, Base Lr: 3.80e-04
2024-05-21 11:14:05 transreid.train INFO: Epoch[19] Iter[70/486] Loss: 3.844, Acc: 0.308, Base Lr: 3.80e-04
2024-05-21 11:14:08 transreid.train INFO: Epoch[19] Iter[80/486] Loss: 3.806, Acc: 0.315, Base Lr: 3.80e-04
2024-05-21 11:14:11 transreid.train INFO: Epoch[19] Iter[90/486] Loss: 3.771, Acc: 0.323, Base Lr: 3.80e-04
2024-05-21 11:14:15 transreid.train INFO: Epoch[19] Iter[100/486] Loss: 3.747, Acc: 0.330, Base Lr: 3.80e-04
2024-05-21 11:14:18 transreid.train INFO: Epoch[19] Iter[110/486] Loss: 3.719, Acc: 0.338, Base Lr: 3.80e-04
2024-05-21 11:14:22 transreid.train INFO: Epoch[19] Iter[120/486] Loss: 3.710, Acc: 0.342, Base Lr: 3.80e-04
2024-05-21 11:14:25 transreid.train INFO: Epoch[19] Iter[130/486] Loss: 3.700, Acc: 0.344, Base Lr: 3.80e-04
2024-05-21 11:14:28 transreid.train INFO: Epoch[19] Iter[140/486] Loss: 3.702, Acc: 0.343, Base Lr: 3.80e-04
2024-05-21 11:14:32 transreid.train INFO: Epoch[19] Iter[150/486] Loss: 3.686, Acc: 0.345, Base Lr: 3.80e-04
2024-05-21 11:14:35 transreid.train INFO: Epoch[19] Iter[160/486] Loss: 3.670, Acc: 0.349, Base Lr: 3.80e-04
2024-05-21 11:14:39 transreid.train INFO: Epoch[19] Iter[170/486] Loss: 3.629, Acc: 0.360, Base Lr: 3.80e-04
2024-05-21 11:14:42 transreid.train INFO: Epoch[19] Iter[180/486] Loss: 3.612, Acc: 0.363, Base Lr: 3.80e-04
2024-05-21 11:14:45 transreid.train INFO: Epoch[19] Iter[190/486] Loss: 3.597, Acc: 0.367, Base Lr: 3.80e-04
2024-05-21 11:14:49 transreid.train INFO: Epoch[19] Iter[200/486] Loss: 3.582, Acc: 0.371, Base Lr: 3.80e-04
2024-05-21 11:14:52 transreid.train INFO: Epoch[19] Iter[210/486] Loss: 3.563, Acc: 0.375, Base Lr: 3.80e-04
2024-05-21 11:14:55 transreid.train INFO: Epoch[19] Iter[220/486] Loss: 3.549, Acc: 0.377, Base Lr: 3.80e-04
2024-05-21 11:14:59 transreid.train INFO: Epoch[19] Iter[230/486] Loss: 3.522, Acc: 0.385, Base Lr: 3.80e-04
2024-05-21 11:15:02 transreid.train INFO: Epoch[19] Iter[240/486] Loss: 3.499, Acc: 0.390, Base Lr: 3.80e-04
2024-05-21 11:15:06 transreid.train INFO: Epoch[19] Iter[250/486] Loss: 3.471, Acc: 0.396, Base Lr: 3.80e-04
2024-05-21 11:15:09 transreid.train INFO: Epoch[19] Iter[260/486] Loss: 3.445, Acc: 0.403, Base Lr: 3.80e-04
2024-05-21 11:15:12 transreid.train INFO: Epoch[19] Iter[270/486] Loss: 3.413, Acc: 0.410, Base Lr: 3.80e-04
2024-05-21 11:15:16 transreid.train INFO: Epoch[19] Iter[280/486] Loss: 3.391, Acc: 0.416, Base Lr: 3.80e-04
2024-05-21 11:15:19 transreid.train INFO: Epoch[19] Iter[290/486] Loss: 3.369, Acc: 0.421, Base Lr: 3.80e-04
2024-05-21 11:15:23 transreid.train INFO: Epoch[19] Iter[300/486] Loss: 3.342, Acc: 0.427, Base Lr: 3.80e-04
2024-05-21 11:15:26 transreid.train INFO: Epoch[19] Iter[310/486] Loss: 3.314, Acc: 0.434, Base Lr: 3.80e-04
2024-05-21 11:15:29 transreid.train INFO: Epoch[19] Iter[320/486] Loss: 3.287, Acc: 0.440, Base Lr: 3.80e-04
2024-05-21 11:15:33 transreid.train INFO: Epoch[19] Iter[330/486] Loss: 3.256, Acc: 0.446, Base Lr: 3.80e-04
2024-05-21 11:15:36 transreid.train INFO: Epoch[19] Iter[340/486] Loss: 3.219, Acc: 0.455, Base Lr: 3.80e-04
2024-05-21 11:15:40 transreid.train INFO: Epoch[19] Iter[350/486] Loss: 3.187, Acc: 0.462, Base Lr: 3.80e-04
2024-05-21 11:15:43 transreid.train INFO: Epoch[19] Iter[360/486] Loss: 3.157, Acc: 0.470, Base Lr: 3.80e-04
2024-05-21 11:15:46 transreid.train INFO: Epoch[19] Iter[370/486] Loss: 3.120, Acc: 0.479, Base Lr: 3.80e-04
2024-05-21 11:15:50 transreid.train INFO: Epoch[19] Iter[380/486] Loss: 3.078, Acc: 0.489, Base Lr: 3.80e-04
2024-05-21 11:15:53 transreid.train INFO: Epoch[19] Iter[390/486] Loss: 3.036, Acc: 0.499, Base Lr: 3.80e-04
2024-05-21 11:15:57 transreid.train INFO: Epoch[19] Iter[400/486] Loss: 2.988, Acc: 0.511, Base Lr: 3.80e-04
2024-05-21 11:16:00 transreid.train INFO: Epoch[19] Iter[410/486] Loss: 2.942, Acc: 0.521, Base Lr: 3.80e-04
2024-05-21 11:16:03 transreid.train INFO: Epoch[19] Iter[420/486] Loss: 2.898, Acc: 0.531, Base Lr: 3.80e-04
2024-05-21 11:16:07 transreid.train INFO: Epoch[19] Iter[430/486] Loss: 2.854, Acc: 0.541, Base Lr: 3.80e-04
2024-05-21 11:16:10 transreid.train INFO: Epoch[19] Iter[440/486] Loss: 2.808, Acc: 0.550, Base Lr: 3.80e-04
2024-05-21 11:16:14 transreid.train INFO: Epoch[19] Iter[450/486] Loss: 2.760, Acc: 0.560, Base Lr: 3.80e-04
2024-05-21 11:16:17 transreid.train INFO: Epoch[19] Iter[460/486] Loss: 2.712, Acc: 0.569, Base Lr: 3.80e-04
2024-05-21 11:16:20 transreid.train INFO: Epoch[19] Iter[470/486] Loss: 2.665, Acc: 0.578, Base Lr: 3.80e-04
2024-05-21 11:16:22 transreid.train INFO: Epoch 19 done. Time per epoch: 161.592[s] Speed: 187.7[samples/s]
2024-05-21 11:16:26 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 3.645, Acc: 0.373, Base Lr: 3.73e-04
2024-05-21 11:16:30 transreid.train INFO: Epoch[20] Iter[20/486] Loss: 3.695, Acc: 0.343, Base Lr: 3.73e-04
2024-05-21 11:16:33 transreid.train INFO: Epoch[20] Iter[30/486] Loss: 3.633, Acc: 0.353, Base Lr: 3.73e-04
2024-05-21 11:16:36 transreid.train INFO: Epoch[20] Iter[40/486] Loss: 3.645, Acc: 0.344, Base Lr: 3.73e-04
2024-05-21 11:16:40 transreid.train INFO: Epoch[20] Iter[50/486] Loss: 3.641, Acc: 0.350, Base Lr: 3.73e-04
2024-05-21 11:16:43 transreid.train INFO: Epoch[20] Iter[60/486] Loss: 3.569, Acc: 0.368, Base Lr: 3.73e-04
2024-05-21 11:16:47 transreid.train INFO: Epoch[20] Iter[70/486] Loss: 3.557, Acc: 0.369, Base Lr: 3.73e-04
2024-05-21 11:16:50 transreid.train INFO: Epoch[20] Iter[80/486] Loss: 3.538, Acc: 0.373, Base Lr: 3.73e-04
2024-05-21 11:16:53 transreid.train INFO: Epoch[20] Iter[90/486] Loss: 3.531, Acc: 0.376, Base Lr: 3.73e-04
2024-05-21 11:16:57 transreid.train INFO: Epoch[20] Iter[100/486] Loss: 3.502, Acc: 0.382, Base Lr: 3.73e-04
2024-05-21 11:17:00 transreid.train INFO: Epoch[20] Iter[110/486] Loss: 3.501, Acc: 0.383, Base Lr: 3.73e-04
2024-05-21 11:17:04 transreid.train INFO: Epoch[20] Iter[120/486] Loss: 3.478, Acc: 0.389, Base Lr: 3.73e-04
2024-05-21 11:17:07 transreid.train INFO: Epoch[20] Iter[130/486] Loss: 3.447, Acc: 0.392, Base Lr: 3.73e-04
2024-05-21 11:17:10 transreid.train INFO: Epoch[20] Iter[140/486] Loss: 3.418, Acc: 0.401, Base Lr: 3.73e-04
2024-05-21 11:17:14 transreid.train INFO: Epoch[20] Iter[150/486] Loss: 3.395, Acc: 0.404, Base Lr: 3.73e-04
2024-05-21 11:17:17 transreid.train INFO: Epoch[20] Iter[160/486] Loss: 3.376, Acc: 0.409, Base Lr: 3.73e-04
2024-05-21 11:17:20 transreid.train INFO: Epoch[20] Iter[170/486] Loss: 3.355, Acc: 0.414, Base Lr: 3.73e-04
2024-05-21 11:17:24 transreid.train INFO: Epoch[20] Iter[180/486] Loss: 3.341, Acc: 0.418, Base Lr: 3.73e-04
2024-05-21 11:17:27 transreid.train INFO: Epoch[20] Iter[190/486] Loss: 3.324, Acc: 0.423, Base Lr: 3.73e-04
2024-05-21 11:17:31 transreid.train INFO: Epoch[20] Iter[200/486] Loss: 3.299, Acc: 0.429, Base Lr: 3.73e-04
2024-05-21 11:17:34 transreid.train INFO: Epoch[20] Iter[210/486] Loss: 3.278, Acc: 0.436, Base Lr: 3.73e-04
2024-05-21 11:17:37 transreid.train INFO: Epoch[20] Iter[220/486] Loss: 3.249, Acc: 0.442, Base Lr: 3.73e-04
2024-05-21 11:17:41 transreid.train INFO: Epoch[20] Iter[230/486] Loss: 3.223, Acc: 0.449, Base Lr: 3.73e-04
2024-05-21 11:17:44 transreid.train INFO: Epoch[20] Iter[240/486] Loss: 3.198, Acc: 0.454, Base Lr: 3.73e-04
2024-05-21 11:17:48 transreid.train INFO: Epoch[20] Iter[250/486] Loss: 3.175, Acc: 0.459, Base Lr: 3.73e-04
2024-05-21 11:17:51 transreid.train INFO: Epoch[20] Iter[260/486] Loss: 3.156, Acc: 0.463, Base Lr: 3.73e-04
2024-05-21 11:17:54 transreid.train INFO: Epoch[20] Iter[270/486] Loss: 3.131, Acc: 0.469, Base Lr: 3.73e-04
2024-05-21 11:17:58 transreid.train INFO: Epoch[20] Iter[280/486] Loss: 3.107, Acc: 0.474, Base Lr: 3.73e-04
2024-05-21 11:18:01 transreid.train INFO: Epoch[20] Iter[290/486] Loss: 3.085, Acc: 0.480, Base Lr: 3.73e-04
2024-05-21 11:18:05 transreid.train INFO: Epoch[20] Iter[300/486] Loss: 3.058, Acc: 0.485, Base Lr: 3.73e-04
2024-05-21 11:18:08 transreid.train INFO: Epoch[20] Iter[310/486] Loss: 3.034, Acc: 0.492, Base Lr: 3.73e-04
2024-05-21 11:18:11 transreid.train INFO: Epoch[20] Iter[320/486] Loss: 3.001, Acc: 0.500, Base Lr: 3.73e-04
2024-05-21 11:18:15 transreid.train INFO: Epoch[20] Iter[330/486] Loss: 2.973, Acc: 0.508, Base Lr: 3.73e-04
2024-05-21 11:18:18 transreid.train INFO: Epoch[20] Iter[340/486] Loss: 2.941, Acc: 0.515, Base Lr: 3.73e-04
2024-05-21 11:18:22 transreid.train INFO: Epoch[20] Iter[350/486] Loss: 2.910, Acc: 0.523, Base Lr: 3.73e-04
2024-05-21 11:18:25 transreid.train INFO: Epoch[20] Iter[360/486] Loss: 2.882, Acc: 0.530, Base Lr: 3.73e-04
2024-05-21 11:18:28 transreid.train INFO: Epoch[20] Iter[370/486] Loss: 2.841, Acc: 0.540, Base Lr: 3.73e-04
2024-05-21 11:18:32 transreid.train INFO: Epoch[20] Iter[380/486] Loss: 2.800, Acc: 0.550, Base Lr: 3.73e-04
2024-05-21 11:18:35 transreid.train INFO: Epoch[20] Iter[390/486] Loss: 2.757, Acc: 0.559, Base Lr: 3.73e-04
2024-05-21 11:18:39 transreid.train INFO: Epoch[20] Iter[400/486] Loss: 2.717, Acc: 0.568, Base Lr: 3.73e-04
2024-05-21 11:18:42 transreid.train INFO: Epoch[20] Iter[410/486] Loss: 2.674, Acc: 0.577, Base Lr: 3.73e-04
2024-05-21 11:18:45 transreid.train INFO: Epoch[20] Iter[420/486] Loss: 2.632, Acc: 0.586, Base Lr: 3.73e-04
2024-05-21 11:18:49 transreid.train INFO: Epoch[20] Iter[430/486] Loss: 2.589, Acc: 0.595, Base Lr: 3.73e-04
2024-05-21 11:18:52 transreid.train INFO: Epoch[20] Iter[440/486] Loss: 2.546, Acc: 0.603, Base Lr: 3.73e-04
2024-05-21 11:18:56 transreid.train INFO: Epoch[20] Iter[450/486] Loss: 2.503, Acc: 0.612, Base Lr: 3.73e-04
2024-05-21 11:18:59 transreid.train INFO: Epoch[20] Iter[460/486] Loss: 2.461, Acc: 0.620, Base Lr: 3.73e-04
2024-05-21 11:19:02 transreid.train INFO: Epoch[20] Iter[470/486] Loss: 2.418, Acc: 0.628, Base Lr: 3.73e-04
2024-05-21 11:19:04 transreid.train INFO: Epoch 20 done. Time per epoch: 162.133[s] Speed: 187.1[samples/s]
2024-05-21 11:26:13 transreid.train INFO: Validation Results - Epoch: 20
2024-05-21 11:26:13 transreid.train INFO: mAP: 56.3%
2024-05-21 11:26:13 transreid.train INFO: CMC curve, Rank-1  :78.8%
2024-05-21 11:26:13 transreid.train INFO: CMC curve, Rank-5  :87.8%
2024-05-21 11:26:13 transreid.train INFO: CMC curve, Rank-10 :90.5%
2024-05-21 11:26:19 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 3.396, Acc: 0.409, Base Lr: 3.71e-04
2024-05-21 11:26:23 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 3.331, Acc: 0.412, Base Lr: 3.71e-04
2024-05-21 11:26:26 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 3.354, Acc: 0.405, Base Lr: 3.71e-04
2024-05-21 11:26:29 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 3.324, Acc: 0.419, Base Lr: 3.71e-04
2024-05-21 11:26:33 transreid.train INFO: Epoch[21] Iter[50/486] Loss: 3.263, Acc: 0.430, Base Lr: 3.71e-04
2024-05-21 11:26:36 transreid.train INFO: Epoch[21] Iter[60/486] Loss: 3.240, Acc: 0.436, Base Lr: 3.71e-04
2024-05-21 11:26:40 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 3.228, Acc: 0.436, Base Lr: 3.71e-04
2024-05-21 11:26:43 transreid.train INFO: Epoch[21] Iter[80/486] Loss: 3.222, Acc: 0.438, Base Lr: 3.71e-04
2024-05-21 11:26:46 transreid.train INFO: Epoch[21] Iter[90/486] Loss: 3.216, Acc: 0.438, Base Lr: 3.71e-04
2024-05-21 11:26:50 transreid.train INFO: Epoch[21] Iter[100/486] Loss: 3.225, Acc: 0.438, Base Lr: 3.71e-04
2024-05-21 11:26:53 transreid.train INFO: Epoch[21] Iter[110/486] Loss: 3.207, Acc: 0.442, Base Lr: 3.71e-04
2024-05-21 11:26:56 transreid.train INFO: Epoch[21] Iter[120/486] Loss: 3.183, Acc: 0.452, Base Lr: 3.71e-04
2024-05-21 11:27:00 transreid.train INFO: Epoch[21] Iter[130/486] Loss: 3.169, Acc: 0.455, Base Lr: 3.71e-04
2024-05-21 11:27:03 transreid.train INFO: Epoch[21] Iter[140/486] Loss: 3.132, Acc: 0.464, Base Lr: 3.71e-04
2024-05-21 11:27:07 transreid.train INFO: Epoch[21] Iter[150/486] Loss: 3.104, Acc: 0.469, Base Lr: 3.71e-04
2024-05-21 11:27:10 transreid.train INFO: Epoch[21] Iter[160/486] Loss: 3.084, Acc: 0.472, Base Lr: 3.71e-04
2024-05-21 11:27:13 transreid.train INFO: Epoch[21] Iter[170/486] Loss: 3.073, Acc: 0.474, Base Lr: 3.71e-04
2024-05-21 11:27:17 transreid.train INFO: Epoch[21] Iter[180/486] Loss: 3.052, Acc: 0.481, Base Lr: 3.71e-04
2024-05-21 11:27:20 transreid.train INFO: Epoch[21] Iter[190/486] Loss: 3.031, Acc: 0.486, Base Lr: 3.71e-04
2024-05-21 11:27:24 transreid.train INFO: Epoch[21] Iter[200/486] Loss: 3.018, Acc: 0.488, Base Lr: 3.71e-04
2024-05-21 11:27:27 transreid.train INFO: Epoch[21] Iter[210/486] Loss: 3.000, Acc: 0.492, Base Lr: 3.71e-04
2024-05-21 11:27:30 transreid.train INFO: Epoch[21] Iter[220/486] Loss: 2.968, Acc: 0.499, Base Lr: 3.71e-04
2024-05-21 11:27:34 transreid.train INFO: Epoch[21] Iter[230/486] Loss: 2.945, Acc: 0.505, Base Lr: 3.71e-04
2024-05-21 11:27:37 transreid.train INFO: Epoch[21] Iter[240/486] Loss: 2.925, Acc: 0.510, Base Lr: 3.71e-04
2024-05-21 11:27:41 transreid.train INFO: Epoch[21] Iter[250/486] Loss: 2.890, Acc: 0.518, Base Lr: 3.71e-04
2024-05-21 11:27:44 transreid.train INFO: Epoch[21] Iter[260/486] Loss: 2.864, Acc: 0.524, Base Lr: 3.71e-04
2024-05-21 11:27:47 transreid.train INFO: Epoch[21] Iter[270/486] Loss: 2.825, Acc: 0.534, Base Lr: 3.71e-04
2024-05-21 11:27:51 transreid.train INFO: Epoch[21] Iter[280/486] Loss: 2.805, Acc: 0.540, Base Lr: 3.71e-04
2024-05-21 11:27:54 transreid.train INFO: Epoch[21] Iter[290/486] Loss: 2.778, Acc: 0.546, Base Lr: 3.71e-04
2024-05-21 11:27:58 transreid.train INFO: Epoch[21] Iter[300/486] Loss: 2.746, Acc: 0.554, Base Lr: 3.71e-04
2024-05-21 11:28:01 transreid.train INFO: Epoch[21] Iter[310/486] Loss: 2.714, Acc: 0.562, Base Lr: 3.71e-04
2024-05-21 11:28:05 transreid.train INFO: Epoch[21] Iter[320/486] Loss: 2.682, Acc: 0.569, Base Lr: 3.71e-04
2024-05-21 11:28:08 transreid.train INFO: Epoch[21] Iter[330/486] Loss: 2.655, Acc: 0.576, Base Lr: 3.71e-04
2024-05-21 11:28:11 transreid.train INFO: Epoch[21] Iter[340/486] Loss: 2.620, Acc: 0.585, Base Lr: 3.71e-04
2024-05-21 11:28:15 transreid.train INFO: Epoch[21] Iter[350/486] Loss: 2.586, Acc: 0.592, Base Lr: 3.71e-04
2024-05-21 11:28:18 transreid.train INFO: Epoch[21] Iter[360/486] Loss: 2.554, Acc: 0.599, Base Lr: 3.71e-04
2024-05-21 11:28:22 transreid.train INFO: Epoch[21] Iter[370/486] Loss: 2.523, Acc: 0.605, Base Lr: 3.71e-04
2024-05-21 11:28:25 transreid.train INFO: Epoch[21] Iter[380/486] Loss: 2.492, Acc: 0.613, Base Lr: 3.71e-04
2024-05-21 11:28:28 transreid.train INFO: Epoch[21] Iter[390/486] Loss: 2.457, Acc: 0.620, Base Lr: 3.71e-04
2024-05-21 11:28:32 transreid.train INFO: Epoch[21] Iter[400/486] Loss: 2.422, Acc: 0.628, Base Lr: 3.71e-04
2024-05-21 11:28:35 transreid.train INFO: Epoch[21] Iter[410/486] Loss: 2.383, Acc: 0.636, Base Lr: 3.71e-04
2024-05-21 11:28:39 transreid.train INFO: Epoch[21] Iter[420/486] Loss: 2.344, Acc: 0.644, Base Lr: 3.71e-04
2024-05-21 11:28:42 transreid.train INFO: Epoch[21] Iter[430/486] Loss: 2.304, Acc: 0.652, Base Lr: 3.71e-04
2024-05-21 11:28:46 transreid.train INFO: Epoch[21] Iter[440/486] Loss: 2.266, Acc: 0.659, Base Lr: 3.71e-04
2024-05-21 11:28:49 transreid.train INFO: Epoch[21] Iter[450/486] Loss: 2.230, Acc: 0.666, Base Lr: 3.71e-04
2024-05-21 11:28:52 transreid.train INFO: Epoch[21] Iter[460/486] Loss: 2.191, Acc: 0.673, Base Lr: 3.71e-04
2024-05-21 11:28:56 transreid.train INFO: Epoch[21] Iter[470/486] Loss: 2.155, Acc: 0.680, Base Lr: 3.71e-04
2024-05-21 11:28:57 transreid.train INFO: Epoch 21 done. Time per epoch: 164.337[s] Speed: 184.6[samples/s]
2024-05-21 11:29:03 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 3.151, Acc: 0.463, Base Lr: 3.68e-04
2024-05-21 11:29:07 transreid.train INFO: Epoch[22] Iter[20/486] Loss: 3.132, Acc: 0.473, Base Lr: 3.68e-04
2024-05-21 11:29:10 transreid.train INFO: Epoch[22] Iter[30/486] Loss: 3.084, Acc: 0.480, Base Lr: 3.68e-04
2024-05-21 11:29:13 transreid.train INFO: Epoch[22] Iter[40/486] Loss: 3.055, Acc: 0.489, Base Lr: 3.68e-04
2024-05-21 11:29:17 transreid.train INFO: Epoch[22] Iter[50/486] Loss: 2.969, Acc: 0.506, Base Lr: 3.68e-04
2024-05-21 11:29:20 transreid.train INFO: Epoch[22] Iter[60/486] Loss: 2.974, Acc: 0.509, Base Lr: 3.68e-04
2024-05-21 11:29:24 transreid.train INFO: Epoch[22] Iter[70/486] Loss: 2.952, Acc: 0.510, Base Lr: 3.68e-04
2024-05-21 11:29:27 transreid.train INFO: Epoch[22] Iter[80/486] Loss: 2.939, Acc: 0.512, Base Lr: 3.68e-04
2024-05-21 11:29:30 transreid.train INFO: Epoch[22] Iter[90/486] Loss: 2.926, Acc: 0.516, Base Lr: 3.68e-04
2024-05-21 11:29:34 transreid.train INFO: Epoch[22] Iter[100/486] Loss: 2.903, Acc: 0.523, Base Lr: 3.68e-04
2024-05-21 11:29:37 transreid.train INFO: Epoch[22] Iter[110/486] Loss: 2.904, Acc: 0.522, Base Lr: 3.68e-04
2024-05-21 11:29:41 transreid.train INFO: Epoch[22] Iter[120/486] Loss: 2.874, Acc: 0.526, Base Lr: 3.68e-04
2024-05-21 11:29:44 transreid.train INFO: Epoch[22] Iter[130/486] Loss: 2.864, Acc: 0.528, Base Lr: 3.68e-04
2024-05-21 11:29:47 transreid.train INFO: Epoch[22] Iter[140/486] Loss: 2.849, Acc: 0.530, Base Lr: 3.68e-04
2024-05-21 11:29:51 transreid.train INFO: Epoch[22] Iter[150/486] Loss: 2.841, Acc: 0.531, Base Lr: 3.68e-04
2024-05-21 11:29:54 transreid.train INFO: Epoch[22] Iter[160/486] Loss: 2.818, Acc: 0.536, Base Lr: 3.68e-04
2024-05-21 11:29:58 transreid.train INFO: Epoch[22] Iter[170/486] Loss: 2.799, Acc: 0.540, Base Lr: 3.68e-04
2024-05-21 11:30:01 transreid.train INFO: Epoch[22] Iter[180/486] Loss: 2.795, Acc: 0.541, Base Lr: 3.68e-04
2024-05-21 11:30:04 transreid.train INFO: Epoch[22] Iter[190/486] Loss: 2.761, Acc: 0.550, Base Lr: 3.68e-04
2024-05-21 11:30:08 transreid.train INFO: Epoch[22] Iter[200/486] Loss: 2.730, Acc: 0.558, Base Lr: 3.68e-04
2024-05-21 11:30:11 transreid.train INFO: Epoch[22] Iter[210/486] Loss: 2.709, Acc: 0.563, Base Lr: 3.68e-04
2024-05-21 11:30:15 transreid.train INFO: Epoch[22] Iter[220/486] Loss: 2.686, Acc: 0.568, Base Lr: 3.68e-04
2024-05-21 11:30:18 transreid.train INFO: Epoch[22] Iter[230/486] Loss: 2.662, Acc: 0.574, Base Lr: 3.68e-04
2024-05-21 11:30:21 transreid.train INFO: Epoch[22] Iter[240/486] Loss: 2.640, Acc: 0.579, Base Lr: 3.68e-04
2024-05-21 11:30:25 transreid.train INFO: Epoch[22] Iter[250/486] Loss: 2.623, Acc: 0.583, Base Lr: 3.68e-04
2024-05-21 11:30:28 transreid.train INFO: Epoch[22] Iter[260/486] Loss: 2.596, Acc: 0.589, Base Lr: 3.68e-04
2024-05-21 11:30:32 transreid.train INFO: Epoch[22] Iter[270/486] Loss: 2.569, Acc: 0.596, Base Lr: 3.68e-04
2024-05-21 11:30:35 transreid.train INFO: Epoch[22] Iter[280/486] Loss: 2.543, Acc: 0.600, Base Lr: 3.68e-04
2024-05-21 11:30:38 transreid.train INFO: Epoch[22] Iter[290/486] Loss: 2.521, Acc: 0.606, Base Lr: 3.68e-04
2024-05-21 11:30:42 transreid.train INFO: Epoch[22] Iter[300/486] Loss: 2.498, Acc: 0.611, Base Lr: 3.68e-04
2024-05-21 11:30:45 transreid.train INFO: Epoch[22] Iter[310/486] Loss: 2.469, Acc: 0.617, Base Lr: 3.68e-04
2024-05-21 11:30:49 transreid.train INFO: Epoch[22] Iter[320/486] Loss: 2.444, Acc: 0.622, Base Lr: 3.68e-04
2024-05-21 11:30:52 transreid.train INFO: Epoch[22] Iter[330/486] Loss: 2.422, Acc: 0.627, Base Lr: 3.68e-04
2024-05-21 11:30:55 transreid.train INFO: Epoch[22] Iter[340/486] Loss: 2.391, Acc: 0.634, Base Lr: 3.68e-04
2024-05-21 11:30:59 transreid.train INFO: Epoch[22] Iter[350/486] Loss: 2.367, Acc: 0.640, Base Lr: 3.68e-04
2024-05-21 11:31:02 transreid.train INFO: Epoch[22] Iter[360/486] Loss: 2.335, Acc: 0.646, Base Lr: 3.68e-04
2024-05-21 11:31:06 transreid.train INFO: Epoch[22] Iter[370/486] Loss: 2.307, Acc: 0.651, Base Lr: 3.68e-04
2024-05-21 11:31:09 transreid.train INFO: Epoch[22] Iter[380/486] Loss: 2.275, Acc: 0.658, Base Lr: 3.68e-04
2024-05-21 11:31:12 transreid.train INFO: Epoch[22] Iter[390/486] Loss: 2.239, Acc: 0.665, Base Lr: 3.68e-04
2024-05-21 11:31:16 transreid.train INFO: Epoch[22] Iter[400/486] Loss: 2.205, Acc: 0.672, Base Lr: 3.68e-04
2024-05-21 11:31:19 transreid.train INFO: Epoch[22] Iter[410/486] Loss: 2.167, Acc: 0.680, Base Lr: 3.68e-04
2024-05-21 11:31:22 transreid.train INFO: Epoch[22] Iter[420/486] Loss: 2.133, Acc: 0.687, Base Lr: 3.68e-04
2024-05-21 11:31:26 transreid.train INFO: Epoch[22] Iter[430/486] Loss: 2.098, Acc: 0.694, Base Lr: 3.68e-04
2024-05-21 11:31:29 transreid.train INFO: Epoch[22] Iter[440/486] Loss: 2.062, Acc: 0.700, Base Lr: 3.68e-04
2024-05-21 11:31:33 transreid.train INFO: Epoch[22] Iter[450/486] Loss: 2.026, Acc: 0.707, Base Lr: 3.68e-04
2024-05-21 11:31:36 transreid.train INFO: Epoch[22] Iter[460/486] Loss: 1.991, Acc: 0.713, Base Lr: 3.68e-04
2024-05-21 11:31:39 transreid.train INFO: Epoch[22] Iter[470/486] Loss: 1.955, Acc: 0.718, Base Lr: 3.68e-04
2024-05-21 11:31:40 transreid.train INFO: Epoch 22 done. Time per epoch: 162.963[s] Speed: 185.4[samples/s]
2024-05-21 11:31:46 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 2.858, Acc: 0.491, Base Lr: 3.65e-04
2024-05-21 11:31:49 transreid.train INFO: Epoch[23] Iter[20/486] Loss: 2.795, Acc: 0.516, Base Lr: 3.65e-04
2024-05-21 11:31:53 transreid.train INFO: Epoch[23] Iter[30/486] Loss: 2.770, Acc: 0.522, Base Lr: 3.65e-04
2024-05-21 11:31:56 transreid.train INFO: Epoch[23] Iter[40/486] Loss: 2.750, Acc: 0.534, Base Lr: 3.65e-04
2024-05-21 11:32:00 transreid.train INFO: Epoch[23] Iter[50/486] Loss: 2.742, Acc: 0.540, Base Lr: 3.65e-04
2024-05-21 11:32:03 transreid.train INFO: Epoch[23] Iter[60/486] Loss: 2.686, Acc: 0.551, Base Lr: 3.65e-04
2024-05-21 11:32:06 transreid.train INFO: Epoch[23] Iter[70/486] Loss: 2.660, Acc: 0.552, Base Lr: 3.65e-04
2024-05-21 11:32:10 transreid.train INFO: Epoch[23] Iter[80/486] Loss: 2.670, Acc: 0.553, Base Lr: 3.65e-04
2024-05-21 11:32:13 transreid.train INFO: Epoch[23] Iter[90/486] Loss: 2.695, Acc: 0.549, Base Lr: 3.65e-04
2024-05-21 11:32:17 transreid.train INFO: Epoch[23] Iter[100/486] Loss: 2.682, Acc: 0.552, Base Lr: 3.65e-04
2024-05-21 11:32:20 transreid.train INFO: Epoch[23] Iter[110/486] Loss: 2.677, Acc: 0.555, Base Lr: 3.65e-04
2024-05-21 11:32:23 transreid.train INFO: Epoch[23] Iter[120/486] Loss: 2.649, Acc: 0.560, Base Lr: 3.65e-04
2024-05-21 11:32:27 transreid.train INFO: Epoch[23] Iter[130/486] Loss: 2.626, Acc: 0.565, Base Lr: 3.65e-04
2024-05-21 11:32:30 transreid.train INFO: Epoch[23] Iter[140/486] Loss: 2.604, Acc: 0.570, Base Lr: 3.65e-04
2024-05-21 11:32:34 transreid.train INFO: Epoch[23] Iter[150/486] Loss: 2.598, Acc: 0.573, Base Lr: 3.65e-04
2024-05-21 11:32:37 transreid.train INFO: Epoch[23] Iter[160/486] Loss: 2.582, Acc: 0.577, Base Lr: 3.65e-04
2024-05-21 11:32:40 transreid.train INFO: Epoch[23] Iter[170/486] Loss: 2.557, Acc: 0.583, Base Lr: 3.65e-04
2024-05-21 11:32:44 transreid.train INFO: Epoch[23] Iter[180/486] Loss: 2.523, Acc: 0.591, Base Lr: 3.65e-04
2024-05-21 11:32:47 transreid.train INFO: Epoch[23] Iter[190/486] Loss: 2.497, Acc: 0.596, Base Lr: 3.65e-04
2024-05-21 11:32:51 transreid.train INFO: Epoch[23] Iter[200/486] Loss: 2.475, Acc: 0.602, Base Lr: 3.65e-04
2024-05-21 11:32:54 transreid.train INFO: Epoch[23] Iter[210/486] Loss: 2.451, Acc: 0.607, Base Lr: 3.65e-04
2024-05-21 11:32:57 transreid.train INFO: Epoch[23] Iter[220/486] Loss: 2.437, Acc: 0.610, Base Lr: 3.65e-04
2024-05-21 11:33:01 transreid.train INFO: Epoch[23] Iter[230/486] Loss: 2.420, Acc: 0.614, Base Lr: 3.65e-04
2024-05-21 11:33:04 transreid.train INFO: Epoch[23] Iter[240/486] Loss: 2.393, Acc: 0.621, Base Lr: 3.65e-04
2024-05-21 11:33:08 transreid.train INFO: Epoch[23] Iter[250/486] Loss: 2.363, Acc: 0.628, Base Lr: 3.65e-04
2024-05-21 11:33:11 transreid.train INFO: Epoch[23] Iter[260/486] Loss: 2.346, Acc: 0.631, Base Lr: 3.65e-04
2024-05-21 11:33:14 transreid.train INFO: Epoch[23] Iter[270/486] Loss: 2.322, Acc: 0.638, Base Lr: 3.65e-04
2024-05-21 11:33:18 transreid.train INFO: Epoch[23] Iter[280/486] Loss: 2.294, Acc: 0.645, Base Lr: 3.65e-04
2024-05-21 11:33:21 transreid.train INFO: Epoch[23] Iter[290/486] Loss: 2.270, Acc: 0.651, Base Lr: 3.65e-04
2024-05-21 11:33:25 transreid.train INFO: Epoch[23] Iter[300/486] Loss: 2.244, Acc: 0.657, Base Lr: 3.65e-04
2024-05-21 11:33:28 transreid.train INFO: Epoch[23] Iter[310/486] Loss: 2.216, Acc: 0.663, Base Lr: 3.65e-04
2024-05-21 11:33:31 transreid.train INFO: Epoch[23] Iter[320/486] Loss: 2.188, Acc: 0.669, Base Lr: 3.65e-04
2024-05-21 11:33:35 transreid.train INFO: Epoch[23] Iter[330/486] Loss: 2.159, Acc: 0.676, Base Lr: 3.65e-04
2024-05-21 11:33:38 transreid.train INFO: Epoch[23] Iter[340/486] Loss: 2.130, Acc: 0.682, Base Lr: 3.65e-04
2024-05-21 11:33:42 transreid.train INFO: Epoch[23] Iter[350/486] Loss: 2.100, Acc: 0.689, Base Lr: 3.65e-04
2024-05-21 11:33:45 transreid.train INFO: Epoch[23] Iter[360/486] Loss: 2.074, Acc: 0.695, Base Lr: 3.65e-04
2024-05-21 11:33:48 transreid.train INFO: Epoch[23] Iter[370/486] Loss: 2.049, Acc: 0.700, Base Lr: 3.65e-04
2024-05-21 11:33:52 transreid.train INFO: Epoch[23] Iter[380/486] Loss: 2.018, Acc: 0.706, Base Lr: 3.65e-04
2024-05-21 11:33:55 transreid.train INFO: Epoch[23] Iter[390/486] Loss: 1.988, Acc: 0.712, Base Lr: 3.65e-04
2024-05-21 11:33:59 transreid.train INFO: Epoch[23] Iter[400/486] Loss: 1.955, Acc: 0.718, Base Lr: 3.65e-04
2024-05-21 11:34:02 transreid.train INFO: Epoch[23] Iter[410/486] Loss: 1.925, Acc: 0.724, Base Lr: 3.65e-04
2024-05-21 11:34:05 transreid.train INFO: Epoch[23] Iter[420/486] Loss: 1.894, Acc: 0.730, Base Lr: 3.65e-04
2024-05-21 11:34:09 transreid.train INFO: Epoch[23] Iter[430/486] Loss: 1.864, Acc: 0.736, Base Lr: 3.65e-04
2024-05-21 11:34:12 transreid.train INFO: Epoch[23] Iter[440/486] Loss: 1.835, Acc: 0.741, Base Lr: 3.65e-04
2024-05-21 11:34:16 transreid.train INFO: Epoch[23] Iter[450/486] Loss: 1.804, Acc: 0.746, Base Lr: 3.65e-04
2024-05-21 11:34:19 transreid.train INFO: Epoch[23] Iter[460/486] Loss: 1.773, Acc: 0.752, Base Lr: 3.65e-04
2024-05-21 11:34:22 transreid.train INFO: Epoch[23] Iter[470/486] Loss: 1.742, Acc: 0.757, Base Lr: 3.65e-04
2024-05-21 11:34:24 transreid.train INFO: Epoch 23 done. Time per epoch: 163.553[s] Speed: 185.5[samples/s]
2024-05-21 11:34:30 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 2.709, Acc: 0.491, Base Lr: 3.62e-04
2024-05-21 11:34:33 transreid.train INFO: Epoch[24] Iter[20/486] Loss: 2.789, Acc: 0.491, Base Lr: 3.62e-04
2024-05-21 11:34:36 transreid.train INFO: Epoch[24] Iter[30/486] Loss: 2.746, Acc: 0.513, Base Lr: 3.62e-04
2024-05-21 11:34:40 transreid.train INFO: Epoch[24] Iter[40/486] Loss: 2.701, Acc: 0.529, Base Lr: 3.62e-04
2024-05-21 11:34:43 transreid.train INFO: Epoch[24] Iter[50/486] Loss: 2.642, Acc: 0.546, Base Lr: 3.62e-04
2024-05-21 11:34:47 transreid.train INFO: Epoch[24] Iter[60/486] Loss: 2.637, Acc: 0.550, Base Lr: 3.62e-04
2024-05-21 11:34:50 transreid.train INFO: Epoch[24] Iter[70/486] Loss: 2.628, Acc: 0.552, Base Lr: 3.62e-04
2024-05-21 11:34:54 transreid.train INFO: Epoch[24] Iter[80/486] Loss: 2.606, Acc: 0.555, Base Lr: 3.62e-04
2024-05-21 11:34:57 transreid.train INFO: Epoch[24] Iter[90/486] Loss: 2.554, Acc: 0.570, Base Lr: 3.62e-04
2024-05-21 11:35:00 transreid.train INFO: Epoch[24] Iter[100/486] Loss: 2.521, Acc: 0.581, Base Lr: 3.62e-04
2024-05-21 11:35:04 transreid.train INFO: Epoch[24] Iter[110/486] Loss: 2.502, Acc: 0.587, Base Lr: 3.62e-04
2024-05-21 11:35:07 transreid.train INFO: Epoch[24] Iter[120/486] Loss: 2.470, Acc: 0.595, Base Lr: 3.62e-04
2024-05-21 11:35:11 transreid.train INFO: Epoch[24] Iter[130/486] Loss: 2.441, Acc: 0.604, Base Lr: 3.62e-04
2024-05-21 11:35:14 transreid.train INFO: Epoch[24] Iter[140/486] Loss: 2.410, Acc: 0.612, Base Lr: 3.62e-04
2024-05-21 11:35:17 transreid.train INFO: Epoch[24] Iter[150/486] Loss: 2.388, Acc: 0.619, Base Lr: 3.62e-04
2024-05-21 11:35:21 transreid.train INFO: Epoch[24] Iter[160/486] Loss: 2.374, Acc: 0.625, Base Lr: 3.62e-04
2024-05-21 11:35:24 transreid.train INFO: Epoch[24] Iter[170/486] Loss: 2.343, Acc: 0.632, Base Lr: 3.62e-04
2024-05-21 11:35:28 transreid.train INFO: Epoch[24] Iter[180/486] Loss: 2.320, Acc: 0.637, Base Lr: 3.62e-04
2024-05-21 11:35:31 transreid.train INFO: Epoch[24] Iter[190/486] Loss: 2.304, Acc: 0.641, Base Lr: 3.62e-04
2024-05-21 11:35:35 transreid.train INFO: Epoch[24] Iter[200/486] Loss: 2.285, Acc: 0.643, Base Lr: 3.62e-04
2024-05-21 11:35:38 transreid.train INFO: Epoch[24] Iter[210/486] Loss: 2.264, Acc: 0.649, Base Lr: 3.62e-04
2024-05-21 11:35:41 transreid.train INFO: Epoch[24] Iter[220/486] Loss: 2.239, Acc: 0.654, Base Lr: 3.62e-04
2024-05-21 11:35:45 transreid.train INFO: Epoch[24] Iter[230/486] Loss: 2.218, Acc: 0.658, Base Lr: 3.62e-04
2024-05-21 11:35:48 transreid.train INFO: Epoch[24] Iter[240/486] Loss: 2.194, Acc: 0.664, Base Lr: 3.62e-04
2024-05-21 11:35:52 transreid.train INFO: Epoch[24] Iter[250/486] Loss: 2.169, Acc: 0.669, Base Lr: 3.62e-04
2024-05-21 11:35:55 transreid.train INFO: Epoch[24] Iter[260/486] Loss: 2.142, Acc: 0.676, Base Lr: 3.62e-04
2024-05-21 11:35:59 transreid.train INFO: Epoch[24] Iter[270/486] Loss: 2.116, Acc: 0.681, Base Lr: 3.62e-04
2024-05-21 11:36:02 transreid.train INFO: Epoch[24] Iter[280/486] Loss: 2.091, Acc: 0.686, Base Lr: 3.62e-04
2024-05-21 11:36:05 transreid.train INFO: Epoch[24] Iter[290/486] Loss: 2.064, Acc: 0.693, Base Lr: 3.62e-04
2024-05-21 11:36:09 transreid.train INFO: Epoch[24] Iter[300/486] Loss: 2.034, Acc: 0.699, Base Lr: 3.62e-04
2024-05-21 11:36:12 transreid.train INFO: Epoch[24] Iter[310/486] Loss: 2.008, Acc: 0.706, Base Lr: 3.62e-04
2024-05-21 11:36:16 transreid.train INFO: Epoch[24] Iter[320/486] Loss: 1.984, Acc: 0.711, Base Lr: 3.62e-04
2024-05-21 11:36:19 transreid.train INFO: Epoch[24] Iter[330/486] Loss: 1.955, Acc: 0.717, Base Lr: 3.62e-04
2024-05-21 11:36:22 transreid.train INFO: Epoch[24] Iter[340/486] Loss: 1.927, Acc: 0.722, Base Lr: 3.62e-04
2024-05-21 11:36:26 transreid.train INFO: Epoch[24] Iter[350/486] Loss: 1.898, Acc: 0.728, Base Lr: 3.62e-04
2024-05-21 11:36:29 transreid.train INFO: Epoch[24] Iter[360/486] Loss: 1.872, Acc: 0.734, Base Lr: 3.62e-04
2024-05-21 11:36:33 transreid.train INFO: Epoch[24] Iter[370/486] Loss: 1.844, Acc: 0.739, Base Lr: 3.62e-04
2024-05-21 11:36:36 transreid.train INFO: Epoch[24] Iter[380/486] Loss: 1.817, Acc: 0.745, Base Lr: 3.62e-04
2024-05-21 11:36:39 transreid.train INFO: Epoch[24] Iter[390/486] Loss: 1.788, Acc: 0.751, Base Lr: 3.62e-04
2024-05-21 11:36:43 transreid.train INFO: Epoch[24] Iter[400/486] Loss: 1.758, Acc: 0.756, Base Lr: 3.62e-04
2024-05-21 11:36:46 transreid.train INFO: Epoch[24] Iter[410/486] Loss: 1.729, Acc: 0.762, Base Lr: 3.62e-04
2024-05-21 11:36:50 transreid.train INFO: Epoch[24] Iter[420/486] Loss: 1.699, Acc: 0.767, Base Lr: 3.62e-04
2024-05-21 11:36:53 transreid.train INFO: Epoch[24] Iter[430/486] Loss: 1.668, Acc: 0.772, Base Lr: 3.62e-04
2024-05-21 11:36:56 transreid.train INFO: Epoch[24] Iter[440/486] Loss: 1.637, Acc: 0.777, Base Lr: 3.62e-04
2024-05-21 11:37:00 transreid.train INFO: Epoch[24] Iter[450/486] Loss: 1.606, Acc: 0.781, Base Lr: 3.62e-04
2024-05-21 11:37:03 transreid.train INFO: Epoch[24] Iter[460/486] Loss: 1.579, Acc: 0.786, Base Lr: 3.62e-04
2024-05-21 11:37:07 transreid.train INFO: Epoch[24] Iter[470/486] Loss: 1.549, Acc: 0.790, Base Lr: 3.62e-04
2024-05-21 11:37:08 transreid.train INFO: Epoch 24 done. Time per epoch: 164.420[s] Speed: 184.5[samples/s]
2024-05-21 11:37:14 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 2.198, Acc: 0.633, Base Lr: 3.59e-04
2024-05-21 11:37:18 transreid.train INFO: Epoch[25] Iter[20/486] Loss: 2.221, Acc: 0.639, Base Lr: 3.59e-04
2024-05-21 11:37:21 transreid.train INFO: Epoch[25] Iter[30/486] Loss: 2.364, Acc: 0.606, Base Lr: 3.59e-04
2024-05-21 11:37:24 transreid.train INFO: Epoch[25] Iter[40/486] Loss: 2.324, Acc: 0.611, Base Lr: 3.59e-04
2024-05-21 11:37:28 transreid.train INFO: Epoch[25] Iter[50/486] Loss: 2.311, Acc: 0.613, Base Lr: 3.59e-04
2024-05-21 11:37:31 transreid.train INFO: Epoch[25] Iter[60/486] Loss: 2.323, Acc: 0.612, Base Lr: 3.59e-04
2024-05-21 11:37:35 transreid.train INFO: Epoch[25] Iter[70/486] Loss: 2.257, Acc: 0.627, Base Lr: 3.59e-04
2024-05-21 11:37:38 transreid.train INFO: Epoch[25] Iter[80/486] Loss: 2.273, Acc: 0.623, Base Lr: 3.59e-04
2024-05-21 11:37:41 transreid.train INFO: Epoch[25] Iter[90/486] Loss: 2.265, Acc: 0.626, Base Lr: 3.59e-04
2024-05-21 11:37:45 transreid.train INFO: Epoch[25] Iter[100/486] Loss: 2.243, Acc: 0.632, Base Lr: 3.59e-04
2024-05-21 11:37:48 transreid.train INFO: Epoch[25] Iter[110/486] Loss: 2.238, Acc: 0.633, Base Lr: 3.59e-04
2024-05-21 11:37:52 transreid.train INFO: Epoch[25] Iter[120/486] Loss: 2.224, Acc: 0.635, Base Lr: 3.59e-04
2024-05-21 11:37:55 transreid.train INFO: Epoch[25] Iter[130/486] Loss: 2.202, Acc: 0.643, Base Lr: 3.59e-04
2024-05-21 11:37:58 transreid.train INFO: Epoch[25] Iter[140/486] Loss: 2.166, Acc: 0.650, Base Lr: 3.59e-04
2024-05-21 11:38:02 transreid.train INFO: Epoch[25] Iter[150/486] Loss: 2.155, Acc: 0.653, Base Lr: 3.59e-04
2024-05-21 11:38:05 transreid.train INFO: Epoch[25] Iter[160/486] Loss: 2.133, Acc: 0.660, Base Lr: 3.59e-04
2024-05-21 11:38:09 transreid.train INFO: Epoch[25] Iter[170/486] Loss: 2.124, Acc: 0.662, Base Lr: 3.59e-04
2024-05-21 11:38:12 transreid.train INFO: Epoch[25] Iter[180/486] Loss: 2.101, Acc: 0.667, Base Lr: 3.59e-04
2024-05-21 11:38:16 transreid.train INFO: Epoch[25] Iter[190/486] Loss: 2.075, Acc: 0.674, Base Lr: 3.59e-04
2024-05-21 11:38:19 transreid.train INFO: Epoch[25] Iter[200/486] Loss: 2.048, Acc: 0.682, Base Lr: 3.59e-04
2024-05-21 11:38:22 transreid.train INFO: Epoch[25] Iter[210/486] Loss: 2.024, Acc: 0.688, Base Lr: 3.59e-04
2024-05-21 11:38:26 transreid.train INFO: Epoch[25] Iter[220/486] Loss: 2.015, Acc: 0.691, Base Lr: 3.59e-04
2024-05-21 11:38:29 transreid.train INFO: Epoch[25] Iter[230/486] Loss: 1.995, Acc: 0.696, Base Lr: 3.59e-04
2024-05-21 11:38:33 transreid.train INFO: Epoch[25] Iter[240/486] Loss: 1.972, Acc: 0.702, Base Lr: 3.59e-04
2024-05-21 11:38:36 transreid.train INFO: Epoch[25] Iter[250/486] Loss: 1.949, Acc: 0.707, Base Lr: 3.59e-04
2024-05-21 11:38:39 transreid.train INFO: Epoch[25] Iter[260/486] Loss: 1.926, Acc: 0.713, Base Lr: 3.59e-04
2024-05-21 11:38:43 transreid.train INFO: Epoch[25] Iter[270/486] Loss: 1.906, Acc: 0.718, Base Lr: 3.59e-04
2024-05-21 11:38:46 transreid.train INFO: Epoch[25] Iter[280/486] Loss: 1.880, Acc: 0.724, Base Lr: 3.59e-04
2024-05-21 11:38:50 transreid.train INFO: Epoch[25] Iter[290/486] Loss: 1.860, Acc: 0.729, Base Lr: 3.59e-04
2024-05-21 11:38:53 transreid.train INFO: Epoch[25] Iter[300/486] Loss: 1.838, Acc: 0.734, Base Lr: 3.59e-04
2024-05-21 11:38:56 transreid.train INFO: Epoch[25] Iter[310/486] Loss: 1.811, Acc: 0.739, Base Lr: 3.59e-04
2024-05-21 11:39:00 transreid.train INFO: Epoch[25] Iter[320/486] Loss: 1.786, Acc: 0.745, Base Lr: 3.59e-04
2024-05-21 11:39:03 transreid.train INFO: Epoch[25] Iter[330/486] Loss: 1.763, Acc: 0.750, Base Lr: 3.59e-04
2024-05-21 11:39:07 transreid.train INFO: Epoch[25] Iter[340/486] Loss: 1.741, Acc: 0.754, Base Lr: 3.59e-04
2024-05-21 11:39:10 transreid.train INFO: Epoch[25] Iter[350/486] Loss: 1.715, Acc: 0.760, Base Lr: 3.59e-04
2024-05-21 11:39:13 transreid.train INFO: Epoch[25] Iter[360/486] Loss: 1.688, Acc: 0.766, Base Lr: 3.59e-04
2024-05-21 11:39:17 transreid.train INFO: Epoch[25] Iter[370/486] Loss: 1.660, Acc: 0.771, Base Lr: 3.59e-04
2024-05-21 11:39:20 transreid.train INFO: Epoch[25] Iter[380/486] Loss: 1.636, Acc: 0.776, Base Lr: 3.59e-04
2024-05-21 11:39:24 transreid.train INFO: Epoch[25] Iter[390/486] Loss: 1.609, Acc: 0.781, Base Lr: 3.59e-04
2024-05-21 11:39:27 transreid.train INFO: Epoch[25] Iter[400/486] Loss: 1.584, Acc: 0.786, Base Lr: 3.59e-04
2024-05-21 11:39:31 transreid.train INFO: Epoch[25] Iter[410/486] Loss: 1.557, Acc: 0.791, Base Lr: 3.59e-04
2024-05-21 11:39:34 transreid.train INFO: Epoch[25] Iter[420/486] Loss: 1.529, Acc: 0.796, Base Lr: 3.59e-04
2024-05-21 11:39:37 transreid.train INFO: Epoch[25] Iter[430/486] Loss: 1.503, Acc: 0.800, Base Lr: 3.59e-04
2024-05-21 11:39:41 transreid.train INFO: Epoch[25] Iter[440/486] Loss: 1.477, Acc: 0.804, Base Lr: 3.59e-04
2024-05-21 11:39:44 transreid.train INFO: Epoch[25] Iter[450/486] Loss: 1.451, Acc: 0.808, Base Lr: 3.59e-04
2024-05-21 11:39:48 transreid.train INFO: Epoch[25] Iter[460/486] Loss: 1.424, Acc: 0.812, Base Lr: 3.59e-04
2024-05-21 11:39:51 transreid.train INFO: Epoch[25] Iter[470/486] Loss: 1.398, Acc: 0.816, Base Lr: 3.59e-04
2024-05-21 11:39:53 transreid.train INFO: Epoch 25 done. Time per epoch: 164.615[s] Speed: 184.7[samples/s]
2024-05-21 11:39:59 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 2.278, Acc: 0.622, Base Lr: 3.56e-04
2024-05-21 11:40:02 transreid.train INFO: Epoch[26] Iter[20/486] Loss: 2.212, Acc: 0.636, Base Lr: 3.56e-04
2024-05-21 11:40:05 transreid.train INFO: Epoch[26] Iter[30/486] Loss: 2.194, Acc: 0.636, Base Lr: 3.56e-04
2024-05-21 11:40:09 transreid.train INFO: Epoch[26] Iter[40/486] Loss: 2.174, Acc: 0.638, Base Lr: 3.56e-04
2024-05-21 11:40:12 transreid.train INFO: Epoch[26] Iter[50/486] Loss: 2.177, Acc: 0.640, Base Lr: 3.56e-04
2024-05-21 11:40:16 transreid.train INFO: Epoch[26] Iter[60/486] Loss: 2.165, Acc: 0.645, Base Lr: 3.56e-04
2024-05-21 11:40:19 transreid.train INFO: Epoch[26] Iter[70/486] Loss: 2.159, Acc: 0.653, Base Lr: 3.56e-04
2024-05-21 11:40:23 transreid.train INFO: Epoch[26] Iter[80/486] Loss: 2.145, Acc: 0.653, Base Lr: 3.56e-04
2024-05-21 11:40:26 transreid.train INFO: Epoch[26] Iter[90/486] Loss: 2.105, Acc: 0.661, Base Lr: 3.56e-04
2024-05-21 11:40:30 transreid.train INFO: Epoch[26] Iter[100/486] Loss: 2.087, Acc: 0.665, Base Lr: 3.56e-04
2024-05-21 11:40:33 transreid.train INFO: Epoch[26] Iter[110/486] Loss: 2.065, Acc: 0.670, Base Lr: 3.56e-04
2024-05-21 11:40:36 transreid.train INFO: Epoch[26] Iter[120/486] Loss: 2.058, Acc: 0.673, Base Lr: 3.56e-04
2024-05-21 11:40:40 transreid.train INFO: Epoch[26] Iter[130/486] Loss: 2.054, Acc: 0.674, Base Lr: 3.56e-04
2024-05-21 11:40:43 transreid.train INFO: Epoch[26] Iter[140/486] Loss: 2.043, Acc: 0.675, Base Lr: 3.56e-04
2024-05-21 11:40:47 transreid.train INFO: Epoch[26] Iter[150/486] Loss: 2.026, Acc: 0.678, Base Lr: 3.56e-04
2024-05-21 11:40:50 transreid.train INFO: Epoch[26] Iter[160/486] Loss: 2.001, Acc: 0.685, Base Lr: 3.56e-04
2024-05-21 11:40:53 transreid.train INFO: Epoch[26] Iter[170/486] Loss: 1.984, Acc: 0.690, Base Lr: 3.56e-04
2024-05-21 11:40:57 transreid.train INFO: Epoch[26] Iter[180/486] Loss: 1.963, Acc: 0.695, Base Lr: 3.56e-04
2024-05-21 11:41:00 transreid.train INFO: Epoch[26] Iter[190/486] Loss: 1.943, Acc: 0.701, Base Lr: 3.56e-04
2024-05-21 11:41:04 transreid.train INFO: Epoch[26] Iter[200/486] Loss: 1.922, Acc: 0.706, Base Lr: 3.56e-04
2024-05-21 11:41:07 transreid.train INFO: Epoch[26] Iter[210/486] Loss: 1.885, Acc: 0.715, Base Lr: 3.56e-04
2024-05-21 11:41:10 transreid.train INFO: Epoch[26] Iter[220/486] Loss: 1.857, Acc: 0.723, Base Lr: 3.56e-04
2024-05-21 11:41:14 transreid.train INFO: Epoch[26] Iter[230/486] Loss: 1.834, Acc: 0.728, Base Lr: 3.56e-04
2024-05-21 11:41:17 transreid.train INFO: Epoch[26] Iter[240/486] Loss: 1.809, Acc: 0.735, Base Lr: 3.56e-04
2024-05-21 11:41:21 transreid.train INFO: Epoch[26] Iter[250/486] Loss: 1.798, Acc: 0.737, Base Lr: 3.56e-04
2024-05-21 11:41:24 transreid.train INFO: Epoch[26] Iter[260/486] Loss: 1.773, Acc: 0.743, Base Lr: 3.56e-04
2024-05-21 11:41:27 transreid.train INFO: Epoch[26] Iter[270/486] Loss: 1.753, Acc: 0.747, Base Lr: 3.56e-04
2024-05-21 11:41:31 transreid.train INFO: Epoch[26] Iter[280/486] Loss: 1.730, Acc: 0.753, Base Lr: 3.56e-04
2024-05-21 11:41:34 transreid.train INFO: Epoch[26] Iter[290/486] Loss: 1.709, Acc: 0.757, Base Lr: 3.56e-04
2024-05-21 11:41:38 transreid.train INFO: Epoch[26] Iter[300/486] Loss: 1.681, Acc: 0.763, Base Lr: 3.56e-04
2024-05-21 11:41:41 transreid.train INFO: Epoch[26] Iter[310/486] Loss: 1.659, Acc: 0.768, Base Lr: 3.56e-04
2024-05-21 11:41:45 transreid.train INFO: Epoch[26] Iter[320/486] Loss: 1.636, Acc: 0.772, Base Lr: 3.56e-04
2024-05-21 11:41:48 transreid.train INFO: Epoch[26] Iter[330/486] Loss: 1.615, Acc: 0.777, Base Lr: 3.56e-04
2024-05-21 11:41:51 transreid.train INFO: Epoch[26] Iter[340/486] Loss: 1.593, Acc: 0.782, Base Lr: 3.56e-04
2024-05-21 11:41:55 transreid.train INFO: Epoch[26] Iter[350/486] Loss: 1.568, Acc: 0.787, Base Lr: 3.56e-04
2024-05-21 11:41:58 transreid.train INFO: Epoch[26] Iter[360/486] Loss: 1.545, Acc: 0.791, Base Lr: 3.56e-04
2024-05-21 11:42:02 transreid.train INFO: Epoch[26] Iter[370/486] Loss: 1.518, Acc: 0.797, Base Lr: 3.56e-04
2024-05-21 11:42:05 transreid.train INFO: Epoch[26] Iter[380/486] Loss: 1.491, Acc: 0.802, Base Lr: 3.56e-04
2024-05-21 11:42:09 transreid.train INFO: Epoch[26] Iter[390/486] Loss: 1.465, Acc: 0.806, Base Lr: 3.56e-04
2024-05-21 11:42:12 transreid.train INFO: Epoch[26] Iter[400/486] Loss: 1.439, Acc: 0.811, Base Lr: 3.56e-04
2024-05-21 11:42:15 transreid.train INFO: Epoch[26] Iter[410/486] Loss: 1.413, Acc: 0.815, Base Lr: 3.56e-04
2024-05-21 11:42:19 transreid.train INFO: Epoch[26] Iter[420/486] Loss: 1.387, Acc: 0.819, Base Lr: 3.56e-04
2024-05-21 11:42:22 transreid.train INFO: Epoch[26] Iter[430/486] Loss: 1.361, Acc: 0.823, Base Lr: 3.56e-04
2024-05-21 11:42:26 transreid.train INFO: Epoch[26] Iter[440/486] Loss: 1.336, Acc: 0.827, Base Lr: 3.56e-04
2024-05-21 11:42:29 transreid.train INFO: Epoch[26] Iter[450/486] Loss: 1.312, Acc: 0.831, Base Lr: 3.56e-04
2024-05-21 11:42:32 transreid.train INFO: Epoch[26] Iter[460/486] Loss: 1.288, Acc: 0.834, Base Lr: 3.56e-04
2024-05-21 11:42:36 transreid.train INFO: Epoch[26] Iter[470/486] Loss: 1.264, Acc: 0.838, Base Lr: 3.56e-04
2024-05-21 11:42:38 transreid.train INFO: Epoch 26 done. Time per epoch: 164.923[s] Speed: 184.3[samples/s]
2024-05-21 11:42:44 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 2.229, Acc: 0.597, Base Lr: 3.52e-04
2024-05-21 11:42:47 transreid.train INFO: Epoch[27] Iter[20/486] Loss: 1.968, Acc: 0.681, Base Lr: 3.52e-04
2024-05-21 11:42:51 transreid.train INFO: Epoch[27] Iter[30/486] Loss: 1.989, Acc: 0.667, Base Lr: 3.52e-04
2024-05-21 11:42:54 transreid.train INFO: Epoch[27] Iter[40/486] Loss: 1.961, Acc: 0.683, Base Lr: 3.52e-04
2024-05-21 11:42:58 transreid.train INFO: Epoch[27] Iter[50/486] Loss: 1.949, Acc: 0.690, Base Lr: 3.52e-04
2024-05-21 11:43:01 transreid.train INFO: Epoch[27] Iter[60/486] Loss: 1.903, Acc: 0.702, Base Lr: 3.52e-04
2024-05-21 11:43:04 transreid.train INFO: Epoch[27] Iter[70/486] Loss: 1.910, Acc: 0.704, Base Lr: 3.52e-04
2024-05-21 11:43:08 transreid.train INFO: Epoch[27] Iter[80/486] Loss: 1.924, Acc: 0.700, Base Lr: 3.52e-04
2024-05-21 11:43:11 transreid.train INFO: Epoch[27] Iter[90/486] Loss: 1.918, Acc: 0.701, Base Lr: 3.52e-04
2024-05-21 11:43:14 transreid.train INFO: Epoch[27] Iter[100/486] Loss: 1.897, Acc: 0.707, Base Lr: 3.52e-04
2024-05-21 11:43:18 transreid.train INFO: Epoch[27] Iter[110/486] Loss: 1.874, Acc: 0.713, Base Lr: 3.52e-04
2024-05-21 11:43:21 transreid.train INFO: Epoch[27] Iter[120/486] Loss: 1.866, Acc: 0.715, Base Lr: 3.52e-04
2024-05-21 11:43:25 transreid.train INFO: Epoch[27] Iter[130/486] Loss: 1.847, Acc: 0.719, Base Lr: 3.52e-04
2024-05-21 11:43:28 transreid.train INFO: Epoch[27] Iter[140/486] Loss: 1.828, Acc: 0.722, Base Lr: 3.52e-04
2024-05-21 11:43:32 transreid.train INFO: Epoch[27] Iter[150/486] Loss: 1.809, Acc: 0.727, Base Lr: 3.52e-04
2024-05-21 11:43:35 transreid.train INFO: Epoch[27] Iter[160/486] Loss: 1.780, Acc: 0.734, Base Lr: 3.52e-04
2024-05-21 11:43:38 transreid.train INFO: Epoch[27] Iter[170/486] Loss: 1.758, Acc: 0.738, Base Lr: 3.52e-04
2024-05-21 11:43:42 transreid.train INFO: Epoch[27] Iter[180/486] Loss: 1.740, Acc: 0.743, Base Lr: 3.52e-04
2024-05-21 11:43:45 transreid.train INFO: Epoch[27] Iter[190/486] Loss: 1.726, Acc: 0.748, Base Lr: 3.52e-04
2024-05-21 11:43:48 transreid.train INFO: Epoch[27] Iter[200/486] Loss: 1.698, Acc: 0.754, Base Lr: 3.52e-04
2024-05-21 11:43:52 transreid.train INFO: Epoch[27] Iter[210/486] Loss: 1.682, Acc: 0.756, Base Lr: 3.52e-04
2024-05-21 11:43:55 transreid.train INFO: Epoch[27] Iter[220/486] Loss: 1.666, Acc: 0.760, Base Lr: 3.52e-04
2024-05-21 11:43:59 transreid.train INFO: Epoch[27] Iter[230/486] Loss: 1.646, Acc: 0.764, Base Lr: 3.52e-04
2024-05-21 11:44:02 transreid.train INFO: Epoch[27] Iter[240/486] Loss: 1.626, Acc: 0.768, Base Lr: 3.52e-04
2024-05-21 11:44:06 transreid.train INFO: Epoch[27] Iter[250/486] Loss: 1.605, Acc: 0.772, Base Lr: 3.52e-04
2024-05-21 11:44:09 transreid.train INFO: Epoch[27] Iter[260/486] Loss: 1.581, Acc: 0.777, Base Lr: 3.52e-04
2024-05-21 11:44:12 transreid.train INFO: Epoch[27] Iter[270/486] Loss: 1.562, Acc: 0.782, Base Lr: 3.52e-04
2024-05-21 11:44:16 transreid.train INFO: Epoch[27] Iter[280/486] Loss: 1.538, Acc: 0.787, Base Lr: 3.52e-04
2024-05-21 11:44:19 transreid.train INFO: Epoch[27] Iter[290/486] Loss: 1.511, Acc: 0.793, Base Lr: 3.52e-04
2024-05-21 11:44:23 transreid.train INFO: Epoch[27] Iter[300/486] Loss: 1.488, Acc: 0.798, Base Lr: 3.52e-04
2024-05-21 11:44:26 transreid.train INFO: Epoch[27] Iter[310/486] Loss: 1.463, Acc: 0.803, Base Lr: 3.52e-04
2024-05-21 11:44:29 transreid.train INFO: Epoch[27] Iter[320/486] Loss: 1.443, Acc: 0.807, Base Lr: 3.52e-04
2024-05-21 11:44:33 transreid.train INFO: Epoch[27] Iter[330/486] Loss: 1.423, Acc: 0.811, Base Lr: 3.52e-04
2024-05-21 11:44:36 transreid.train INFO: Epoch[27] Iter[340/486] Loss: 1.403, Acc: 0.815, Base Lr: 3.52e-04
2024-05-21 11:44:40 transreid.train INFO: Epoch[27] Iter[350/486] Loss: 1.381, Acc: 0.819, Base Lr: 3.52e-04
2024-05-21 11:44:43 transreid.train INFO: Epoch[27] Iter[360/486] Loss: 1.356, Acc: 0.823, Base Lr: 3.52e-04
2024-05-21 11:44:46 transreid.train INFO: Epoch[27] Iter[370/486] Loss: 1.334, Acc: 0.827, Base Lr: 3.52e-04
2024-05-21 11:44:50 transreid.train INFO: Epoch[27] Iter[380/486] Loss: 1.312, Acc: 0.831, Base Lr: 3.52e-04
2024-05-21 11:44:53 transreid.train INFO: Epoch[27] Iter[390/486] Loss: 1.289, Acc: 0.835, Base Lr: 3.52e-04
2024-05-21 11:44:57 transreid.train INFO: Epoch[27] Iter[400/486] Loss: 1.269, Acc: 0.838, Base Lr: 3.52e-04
2024-05-21 11:45:00 transreid.train INFO: Epoch[27] Iter[410/486] Loss: 1.251, Acc: 0.841, Base Lr: 3.52e-04
2024-05-21 11:45:03 transreid.train INFO: Epoch[27] Iter[420/486] Loss: 1.229, Acc: 0.844, Base Lr: 3.52e-04
2024-05-21 11:45:07 transreid.train INFO: Epoch[27] Iter[430/486] Loss: 1.211, Acc: 0.847, Base Lr: 3.52e-04
2024-05-21 11:45:10 transreid.train INFO: Epoch[27] Iter[440/486] Loss: 1.190, Acc: 0.850, Base Lr: 3.52e-04
2024-05-21 11:45:14 transreid.train INFO: Epoch[27] Iter[450/486] Loss: 1.170, Acc: 0.854, Base Lr: 3.52e-04
2024-05-21 11:45:17 transreid.train INFO: Epoch[27] Iter[460/486] Loss: 1.151, Acc: 0.856, Base Lr: 3.52e-04
2024-05-21 11:45:20 transreid.train INFO: Epoch[27] Iter[470/486] Loss: 1.131, Acc: 0.859, Base Lr: 3.52e-04
2024-05-21 11:45:22 transreid.train INFO: Epoch 27 done. Time per epoch: 164.455[s] Speed: 184.9[samples/s]
2024-05-21 11:45:28 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 2.151, Acc: 0.639, Base Lr: 3.49e-04
2024-05-21 11:45:31 transreid.train INFO: Epoch[28] Iter[20/486] Loss: 1.969, Acc: 0.677, Base Lr: 3.49e-04
2024-05-21 11:45:35 transreid.train INFO: Epoch[28] Iter[30/486] Loss: 1.885, Acc: 0.698, Base Lr: 3.49e-04
2024-05-21 11:45:38 transreid.train INFO: Epoch[28] Iter[40/486] Loss: 1.856, Acc: 0.707, Base Lr: 3.49e-04
2024-05-21 11:45:42 transreid.train INFO: Epoch[28] Iter[50/486] Loss: 1.851, Acc: 0.709, Base Lr: 3.49e-04
2024-05-21 11:45:45 transreid.train INFO: Epoch[28] Iter[60/486] Loss: 1.839, Acc: 0.712, Base Lr: 3.49e-04
2024-05-21 11:45:48 transreid.train INFO: Epoch[28] Iter[70/486] Loss: 1.850, Acc: 0.710, Base Lr: 3.49e-04
2024-05-21 11:45:52 transreid.train INFO: Epoch[28] Iter[80/486] Loss: 1.809, Acc: 0.720, Base Lr: 3.49e-04
2024-05-21 11:45:55 transreid.train INFO: Epoch[28] Iter[90/486] Loss: 1.786, Acc: 0.725, Base Lr: 3.49e-04
2024-05-21 11:45:59 transreid.train INFO: Epoch[28] Iter[100/486] Loss: 1.770, Acc: 0.731, Base Lr: 3.49e-04
2024-05-21 11:46:02 transreid.train INFO: Epoch[28] Iter[110/486] Loss: 1.753, Acc: 0.735, Base Lr: 3.49e-04
2024-05-21 11:46:05 transreid.train INFO: Epoch[28] Iter[120/486] Loss: 1.739, Acc: 0.735, Base Lr: 3.49e-04
2024-05-21 11:46:09 transreid.train INFO: Epoch[28] Iter[130/486] Loss: 1.716, Acc: 0.740, Base Lr: 3.49e-04
2024-05-21 11:46:12 transreid.train INFO: Epoch[28] Iter[140/486] Loss: 1.676, Acc: 0.751, Base Lr: 3.49e-04
2024-05-21 11:46:16 transreid.train INFO: Epoch[28] Iter[150/486] Loss: 1.666, Acc: 0.753, Base Lr: 3.49e-04
2024-05-21 11:46:19 transreid.train INFO: Epoch[28] Iter[160/486] Loss: 1.649, Acc: 0.756, Base Lr: 3.49e-04
2024-05-21 11:46:22 transreid.train INFO: Epoch[28] Iter[170/486] Loss: 1.627, Acc: 0.761, Base Lr: 3.49e-04
2024-05-21 11:46:26 transreid.train INFO: Epoch[28] Iter[180/486] Loss: 1.607, Acc: 0.766, Base Lr: 3.49e-04
2024-05-21 11:46:29 transreid.train INFO: Epoch[28] Iter[190/486] Loss: 1.584, Acc: 0.771, Base Lr: 3.49e-04
2024-05-21 11:46:33 transreid.train INFO: Epoch[28] Iter[200/486] Loss: 1.568, Acc: 0.775, Base Lr: 3.49e-04
2024-05-21 11:46:36 transreid.train INFO: Epoch[28] Iter[210/486] Loss: 1.551, Acc: 0.778, Base Lr: 3.49e-04
2024-05-21 11:46:39 transreid.train INFO: Epoch[28] Iter[220/486] Loss: 1.535, Acc: 0.784, Base Lr: 3.49e-04
2024-05-21 11:46:43 transreid.train INFO: Epoch[28] Iter[230/486] Loss: 1.518, Acc: 0.788, Base Lr: 3.49e-04
2024-05-21 11:46:46 transreid.train INFO: Epoch[28] Iter[240/486] Loss: 1.496, Acc: 0.793, Base Lr: 3.49e-04
2024-05-21 11:46:50 transreid.train INFO: Epoch[28] Iter[250/486] Loss: 1.475, Acc: 0.799, Base Lr: 3.49e-04
2024-05-21 11:46:53 transreid.train INFO: Epoch[28] Iter[260/486] Loss: 1.454, Acc: 0.802, Base Lr: 3.49e-04
2024-05-21 11:46:56 transreid.train INFO: Epoch[28] Iter[270/486] Loss: 1.433, Acc: 0.807, Base Lr: 3.49e-04
2024-05-21 11:47:00 transreid.train INFO: Epoch[28] Iter[280/486] Loss: 1.409, Acc: 0.812, Base Lr: 3.49e-04
2024-05-21 11:47:03 transreid.train INFO: Epoch[28] Iter[290/486] Loss: 1.387, Acc: 0.816, Base Lr: 3.49e-04
2024-05-21 11:47:07 transreid.train INFO: Epoch[28] Iter[300/486] Loss: 1.363, Acc: 0.821, Base Lr: 3.49e-04
2024-05-21 11:47:10 transreid.train INFO: Epoch[28] Iter[310/486] Loss: 1.341, Acc: 0.825, Base Lr: 3.49e-04
2024-05-21 11:47:13 transreid.train INFO: Epoch[28] Iter[320/486] Loss: 1.319, Acc: 0.829, Base Lr: 3.49e-04
2024-05-21 11:47:17 transreid.train INFO: Epoch[28] Iter[330/486] Loss: 1.296, Acc: 0.833, Base Lr: 3.49e-04
2024-05-21 11:47:20 transreid.train INFO: Epoch[28] Iter[340/486] Loss: 1.277, Acc: 0.837, Base Lr: 3.49e-04
2024-05-21 11:47:24 transreid.train INFO: Epoch[28] Iter[350/486] Loss: 1.256, Acc: 0.840, Base Lr: 3.49e-04
2024-05-21 11:47:27 transreid.train INFO: Epoch[28] Iter[360/486] Loss: 1.237, Acc: 0.843, Base Lr: 3.49e-04
2024-05-21 11:47:30 transreid.train INFO: Epoch[28] Iter[370/486] Loss: 1.216, Acc: 0.847, Base Lr: 3.49e-04
2024-05-21 11:47:34 transreid.train INFO: Epoch[28] Iter[380/486] Loss: 1.198, Acc: 0.850, Base Lr: 3.49e-04
2024-05-21 11:47:37 transreid.train INFO: Epoch[28] Iter[390/486] Loss: 1.177, Acc: 0.854, Base Lr: 3.49e-04
2024-05-21 11:47:41 transreid.train INFO: Epoch[28] Iter[400/486] Loss: 1.156, Acc: 0.857, Base Lr: 3.49e-04
2024-05-21 11:47:44 transreid.train INFO: Epoch[28] Iter[410/486] Loss: 1.136, Acc: 0.860, Base Lr: 3.49e-04
2024-05-21 11:47:47 transreid.train INFO: Epoch[28] Iter[420/486] Loss: 1.115, Acc: 0.863, Base Lr: 3.49e-04
2024-05-21 11:47:51 transreid.train INFO: Epoch[28] Iter[430/486] Loss: 1.095, Acc: 0.866, Base Lr: 3.49e-04
2024-05-21 11:47:54 transreid.train INFO: Epoch[28] Iter[440/486] Loss: 1.076, Acc: 0.869, Base Lr: 3.49e-04
2024-05-21 11:47:58 transreid.train INFO: Epoch[28] Iter[450/486] Loss: 1.057, Acc: 0.872, Base Lr: 3.49e-04
2024-05-21 11:48:01 transreid.train INFO: Epoch[28] Iter[460/486] Loss: 1.039, Acc: 0.874, Base Lr: 3.49e-04
2024-05-21 11:48:04 transreid.train INFO: Epoch[28] Iter[470/486] Loss: 1.021, Acc: 0.877, Base Lr: 3.49e-04
2024-05-21 11:48:06 transreid.train INFO: Epoch 28 done. Time per epoch: 163.385[s] Speed: 185.3[samples/s]
2024-05-21 11:48:12 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 1.769, Acc: 0.741, Base Lr: 3.45e-04
2024-05-21 11:48:15 transreid.train INFO: Epoch[29] Iter[20/486] Loss: 1.748, Acc: 0.731, Base Lr: 3.45e-04
2024-05-21 11:48:18 transreid.train INFO: Epoch[29] Iter[30/486] Loss: 1.804, Acc: 0.720, Base Lr: 3.45e-04
2024-05-21 11:48:22 transreid.train INFO: Epoch[29] Iter[40/486] Loss: 1.790, Acc: 0.721, Base Lr: 3.45e-04
2024-05-21 11:48:25 transreid.train INFO: Epoch[29] Iter[50/486] Loss: 1.763, Acc: 0.727, Base Lr: 3.45e-04
2024-05-21 11:48:29 transreid.train INFO: Epoch[29] Iter[60/486] Loss: 1.714, Acc: 0.740, Base Lr: 3.45e-04
2024-05-21 11:48:32 transreid.train INFO: Epoch[29] Iter[70/486] Loss: 1.691, Acc: 0.748, Base Lr: 3.45e-04
2024-05-21 11:48:35 transreid.train INFO: Epoch[29] Iter[80/486] Loss: 1.676, Acc: 0.751, Base Lr: 3.45e-04
2024-05-21 11:48:39 transreid.train INFO: Epoch[29] Iter[90/486] Loss: 1.670, Acc: 0.751, Base Lr: 3.45e-04
2024-05-21 11:48:42 transreid.train INFO: Epoch[29] Iter[100/486] Loss: 1.641, Acc: 0.759, Base Lr: 3.45e-04
2024-05-21 11:48:46 transreid.train INFO: Epoch[29] Iter[110/486] Loss: 1.623, Acc: 0.764, Base Lr: 3.45e-04
2024-05-21 11:48:49 transreid.train INFO: Epoch[29] Iter[120/486] Loss: 1.594, Acc: 0.771, Base Lr: 3.45e-04
2024-05-21 11:48:52 transreid.train INFO: Epoch[29] Iter[130/486] Loss: 1.585, Acc: 0.773, Base Lr: 3.45e-04
2024-05-21 11:48:56 transreid.train INFO: Epoch[29] Iter[140/486] Loss: 1.558, Acc: 0.779, Base Lr: 3.45e-04
2024-05-21 11:48:59 transreid.train INFO: Epoch[29] Iter[150/486] Loss: 1.533, Acc: 0.784, Base Lr: 3.45e-04
2024-05-21 11:49:03 transreid.train INFO: Epoch[29] Iter[160/486] Loss: 1.512, Acc: 0.789, Base Lr: 3.45e-04
2024-05-21 11:49:06 transreid.train INFO: Epoch[29] Iter[170/486] Loss: 1.500, Acc: 0.791, Base Lr: 3.45e-04
2024-05-21 11:49:09 transreid.train INFO: Epoch[29] Iter[180/486] Loss: 1.482, Acc: 0.794, Base Lr: 3.45e-04
2024-05-21 11:49:13 transreid.train INFO: Epoch[29] Iter[190/486] Loss: 1.463, Acc: 0.798, Base Lr: 3.45e-04
2024-05-21 11:49:16 transreid.train INFO: Epoch[29] Iter[200/486] Loss: 1.451, Acc: 0.801, Base Lr: 3.45e-04
2024-05-21 11:49:20 transreid.train INFO: Epoch[29] Iter[210/486] Loss: 1.434, Acc: 0.805, Base Lr: 3.45e-04
2024-05-21 11:49:23 transreid.train INFO: Epoch[29] Iter[220/486] Loss: 1.420, Acc: 0.807, Base Lr: 3.45e-04
2024-05-21 11:49:26 transreid.train INFO: Epoch[29] Iter[230/486] Loss: 1.400, Acc: 0.812, Base Lr: 3.45e-04
2024-05-21 11:49:30 transreid.train INFO: Epoch[29] Iter[240/486] Loss: 1.386, Acc: 0.815, Base Lr: 3.45e-04
2024-05-21 11:49:33 transreid.train INFO: Epoch[29] Iter[250/486] Loss: 1.369, Acc: 0.820, Base Lr: 3.45e-04
2024-05-21 11:49:37 transreid.train INFO: Epoch[29] Iter[260/486] Loss: 1.347, Acc: 0.824, Base Lr: 3.45e-04
2024-05-21 11:49:40 transreid.train INFO: Epoch[29] Iter[270/486] Loss: 1.324, Acc: 0.828, Base Lr: 3.45e-04
2024-05-21 11:49:43 transreid.train INFO: Epoch[29] Iter[280/486] Loss: 1.308, Acc: 0.831, Base Lr: 3.45e-04
2024-05-21 11:49:47 transreid.train INFO: Epoch[29] Iter[290/486] Loss: 1.287, Acc: 0.835, Base Lr: 3.45e-04
2024-05-21 11:49:50 transreid.train INFO: Epoch[29] Iter[300/486] Loss: 1.267, Acc: 0.838, Base Lr: 3.45e-04
2024-05-21 11:49:54 transreid.train INFO: Epoch[29] Iter[310/486] Loss: 1.247, Acc: 0.842, Base Lr: 3.45e-04
2024-05-21 11:49:57 transreid.train INFO: Epoch[29] Iter[320/486] Loss: 1.227, Acc: 0.846, Base Lr: 3.45e-04
2024-05-21 11:50:00 transreid.train INFO: Epoch[29] Iter[330/486] Loss: 1.207, Acc: 0.849, Base Lr: 3.45e-04
2024-05-21 11:50:04 transreid.train INFO: Epoch[29] Iter[340/486] Loss: 1.187, Acc: 0.853, Base Lr: 3.45e-04
2024-05-21 11:50:07 transreid.train INFO: Epoch[29] Iter[350/486] Loss: 1.166, Acc: 0.856, Base Lr: 3.45e-04
2024-05-21 11:50:11 transreid.train INFO: Epoch[29] Iter[360/486] Loss: 1.148, Acc: 0.859, Base Lr: 3.45e-04
2024-05-21 11:50:14 transreid.train INFO: Epoch[29] Iter[370/486] Loss: 1.129, Acc: 0.863, Base Lr: 3.45e-04
2024-05-21 11:50:17 transreid.train INFO: Epoch[29] Iter[380/486] Loss: 1.110, Acc: 0.866, Base Lr: 3.45e-04
2024-05-21 11:50:21 transreid.train INFO: Epoch[29] Iter[390/486] Loss: 1.090, Acc: 0.869, Base Lr: 3.45e-04
2024-05-21 11:50:24 transreid.train INFO: Epoch[29] Iter[400/486] Loss: 1.071, Acc: 0.872, Base Lr: 3.45e-04
2024-05-21 11:50:28 transreid.train INFO: Epoch[29] Iter[410/486] Loss: 1.051, Acc: 0.875, Base Lr: 3.45e-04
2024-05-21 11:50:31 transreid.train INFO: Epoch[29] Iter[420/486] Loss: 1.031, Acc: 0.878, Base Lr: 3.45e-04
2024-05-21 11:50:34 transreid.train INFO: Epoch[29] Iter[430/486] Loss: 1.012, Acc: 0.880, Base Lr: 3.45e-04
2024-05-21 11:50:38 transreid.train INFO: Epoch[29] Iter[440/486] Loss: 0.994, Acc: 0.883, Base Lr: 3.45e-04
2024-05-21 11:50:41 transreid.train INFO: Epoch[29] Iter[450/486] Loss: 0.975, Acc: 0.885, Base Lr: 3.45e-04
2024-05-21 11:50:45 transreid.train INFO: Epoch[29] Iter[460/486] Loss: 0.959, Acc: 0.888, Base Lr: 3.45e-04
2024-05-21 11:50:48 transreid.train INFO: Epoch[29] Iter[470/486] Loss: 0.943, Acc: 0.890, Base Lr: 3.45e-04
2024-05-21 11:50:49 transreid.train INFO: Epoch 29 done. Time per epoch: 163.546[s] Speed: 185.1[samples/s]
2024-05-21 11:50:55 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 1.628, Acc: 0.744, Base Lr: 3.42e-04
2024-05-21 11:50:58 transreid.train INFO: Epoch[30] Iter[20/486] Loss: 1.594, Acc: 0.747, Base Lr: 3.42e-04
2024-05-21 11:51:02 transreid.train INFO: Epoch[30] Iter[30/486] Loss: 1.611, Acc: 0.751, Base Lr: 3.42e-04
2024-05-21 11:51:05 transreid.train INFO: Epoch[30] Iter[40/486] Loss: 1.597, Acc: 0.751, Base Lr: 3.42e-04
2024-05-21 11:51:09 transreid.train INFO: Epoch[30] Iter[50/486] Loss: 1.557, Acc: 0.766, Base Lr: 3.42e-04
2024-05-21 11:51:12 transreid.train INFO: Epoch[30] Iter[60/486] Loss: 1.520, Acc: 0.777, Base Lr: 3.42e-04
2024-05-21 11:51:15 transreid.train INFO: Epoch[30] Iter[70/486] Loss: 1.519, Acc: 0.779, Base Lr: 3.42e-04
2024-05-21 11:51:19 transreid.train INFO: Epoch[30] Iter[80/486] Loss: 1.481, Acc: 0.785, Base Lr: 3.42e-04
2024-05-21 11:51:22 transreid.train INFO: Epoch[30] Iter[90/486] Loss: 1.450, Acc: 0.791, Base Lr: 3.42e-04
2024-05-21 11:51:26 transreid.train INFO: Epoch[30] Iter[100/486] Loss: 1.447, Acc: 0.792, Base Lr: 3.42e-04
2024-05-21 11:51:29 transreid.train INFO: Epoch[30] Iter[110/486] Loss: 1.429, Acc: 0.797, Base Lr: 3.42e-04
2024-05-21 11:51:32 transreid.train INFO: Epoch[30] Iter[120/486] Loss: 1.414, Acc: 0.800, Base Lr: 3.42e-04
2024-05-21 11:51:36 transreid.train INFO: Epoch[30] Iter[130/486] Loss: 1.406, Acc: 0.802, Base Lr: 3.42e-04
2024-05-21 11:51:39 transreid.train INFO: Epoch[30] Iter[140/486] Loss: 1.383, Acc: 0.807, Base Lr: 3.42e-04
2024-05-21 11:51:43 transreid.train INFO: Epoch[30] Iter[150/486] Loss: 1.369, Acc: 0.811, Base Lr: 3.42e-04
2024-05-21 11:51:46 transreid.train INFO: Epoch[30] Iter[160/486] Loss: 1.352, Acc: 0.815, Base Lr: 3.42e-04
2024-05-21 11:51:49 transreid.train INFO: Epoch[30] Iter[170/486] Loss: 1.336, Acc: 0.817, Base Lr: 3.42e-04
2024-05-21 11:51:53 transreid.train INFO: Epoch[30] Iter[180/486] Loss: 1.316, Acc: 0.822, Base Lr: 3.42e-04
2024-05-21 11:51:56 transreid.train INFO: Epoch[30] Iter[190/486] Loss: 1.304, Acc: 0.825, Base Lr: 3.42e-04
2024-05-21 11:51:59 transreid.train INFO: Epoch[30] Iter[200/486] Loss: 1.285, Acc: 0.828, Base Lr: 3.42e-04
2024-05-21 11:52:03 transreid.train INFO: Epoch[30] Iter[210/486] Loss: 1.276, Acc: 0.830, Base Lr: 3.42e-04
2024-05-21 11:52:06 transreid.train INFO: Epoch[30] Iter[220/486] Loss: 1.260, Acc: 0.835, Base Lr: 3.42e-04
2024-05-21 11:52:10 transreid.train INFO: Epoch[30] Iter[230/486] Loss: 1.245, Acc: 0.838, Base Lr: 3.42e-04
2024-05-21 11:52:13 transreid.train INFO: Epoch[30] Iter[240/486] Loss: 1.227, Acc: 0.842, Base Lr: 3.42e-04
2024-05-21 11:52:16 transreid.train INFO: Epoch[30] Iter[250/486] Loss: 1.216, Acc: 0.844, Base Lr: 3.42e-04
2024-05-21 11:52:20 transreid.train INFO: Epoch[30] Iter[260/486] Loss: 1.198, Acc: 0.848, Base Lr: 3.42e-04
2024-05-21 11:52:23 transreid.train INFO: Epoch[30] Iter[270/486] Loss: 1.180, Acc: 0.851, Base Lr: 3.42e-04
2024-05-21 11:52:27 transreid.train INFO: Epoch[30] Iter[280/486] Loss: 1.163, Acc: 0.855, Base Lr: 3.42e-04
2024-05-21 11:52:30 transreid.train INFO: Epoch[30] Iter[290/486] Loss: 1.143, Acc: 0.859, Base Lr: 3.42e-04
2024-05-21 11:52:33 transreid.train INFO: Epoch[30] Iter[300/486] Loss: 1.126, Acc: 0.862, Base Lr: 3.42e-04
2024-05-21 11:52:37 transreid.train INFO: Epoch[30] Iter[310/486] Loss: 1.107, Acc: 0.865, Base Lr: 3.42e-04
2024-05-21 11:52:40 transreid.train INFO: Epoch[30] Iter[320/486] Loss: 1.089, Acc: 0.869, Base Lr: 3.42e-04
2024-05-21 11:52:43 transreid.train INFO: Epoch[30] Iter[330/486] Loss: 1.071, Acc: 0.872, Base Lr: 3.42e-04
2024-05-21 11:52:47 transreid.train INFO: Epoch[30] Iter[340/486] Loss: 1.055, Acc: 0.875, Base Lr: 3.42e-04
2024-05-21 11:52:50 transreid.train INFO: Epoch[30] Iter[350/486] Loss: 1.039, Acc: 0.877, Base Lr: 3.42e-04
2024-05-21 11:52:54 transreid.train INFO: Epoch[30] Iter[360/486] Loss: 1.022, Acc: 0.880, Base Lr: 3.42e-04
2024-05-21 11:52:57 transreid.train INFO: Epoch[30] Iter[370/486] Loss: 1.006, Acc: 0.883, Base Lr: 3.42e-04
2024-05-21 11:53:00 transreid.train INFO: Epoch[30] Iter[380/486] Loss: 0.990, Acc: 0.885, Base Lr: 3.42e-04
2024-05-21 11:53:04 transreid.train INFO: Epoch[30] Iter[390/486] Loss: 0.973, Acc: 0.888, Base Lr: 3.42e-04
2024-05-21 11:53:07 transreid.train INFO: Epoch[30] Iter[400/486] Loss: 0.957, Acc: 0.890, Base Lr: 3.42e-04
2024-05-21 11:53:11 transreid.train INFO: Epoch[30] Iter[410/486] Loss: 0.939, Acc: 0.893, Base Lr: 3.42e-04
2024-05-21 11:53:14 transreid.train INFO: Epoch[30] Iter[420/486] Loss: 0.923, Acc: 0.895, Base Lr: 3.42e-04
2024-05-21 11:53:17 transreid.train INFO: Epoch[30] Iter[430/486] Loss: 0.905, Acc: 0.898, Base Lr: 3.42e-04
2024-05-21 11:53:21 transreid.train INFO: Epoch[30] Iter[440/486] Loss: 0.890, Acc: 0.900, Base Lr: 3.42e-04
2024-05-21 11:53:24 transreid.train INFO: Epoch[30] Iter[450/486] Loss: 0.874, Acc: 0.902, Base Lr: 3.42e-04
2024-05-21 11:53:28 transreid.train INFO: Epoch[30] Iter[460/486] Loss: 0.859, Acc: 0.904, Base Lr: 3.42e-04
2024-05-21 11:53:31 transreid.train INFO: Epoch[30] Iter[470/486] Loss: 0.847, Acc: 0.905, Base Lr: 3.42e-04
2024-05-21 11:53:33 transreid.train INFO: Epoch 30 done. Time per epoch: 163.275[s] Speed: 185.8[samples/s]
2024-05-21 11:53:38 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 1.511, Acc: 0.761, Base Lr: 3.38e-04
2024-05-21 11:53:42 transreid.train INFO: Epoch[31] Iter[20/486] Loss: 1.385, Acc: 0.796, Base Lr: 3.38e-04
2024-05-21 11:53:45 transreid.train INFO: Epoch[31] Iter[30/486] Loss: 1.378, Acc: 0.798, Base Lr: 3.38e-04
2024-05-21 11:53:48 transreid.train INFO: Epoch[31] Iter[40/486] Loss: 1.415, Acc: 0.792, Base Lr: 3.38e-04
2024-05-21 11:53:52 transreid.train INFO: Epoch[31] Iter[50/486] Loss: 1.363, Acc: 0.806, Base Lr: 3.38e-04
2024-05-21 11:53:55 transreid.train INFO: Epoch[31] Iter[60/486] Loss: 1.343, Acc: 0.810, Base Lr: 3.38e-04
2024-05-21 11:53:59 transreid.train INFO: Epoch[31] Iter[70/486] Loss: 1.320, Acc: 0.815, Base Lr: 3.38e-04
2024-05-21 11:54:02 transreid.train INFO: Epoch[31] Iter[80/486] Loss: 1.332, Acc: 0.813, Base Lr: 3.38e-04
2024-05-21 11:54:05 transreid.train INFO: Epoch[31] Iter[90/486] Loss: 1.315, Acc: 0.815, Base Lr: 3.38e-04
2024-05-21 11:54:09 transreid.train INFO: Epoch[31] Iter[100/486] Loss: 1.302, Acc: 0.817, Base Lr: 3.38e-04
2024-05-21 11:54:12 transreid.train INFO: Epoch[31] Iter[110/486] Loss: 1.297, Acc: 0.818, Base Lr: 3.38e-04
2024-05-21 11:54:16 transreid.train INFO: Epoch[31] Iter[120/486] Loss: 1.283, Acc: 0.822, Base Lr: 3.38e-04
2024-05-21 11:54:19 transreid.train INFO: Epoch[31] Iter[130/486] Loss: 1.256, Acc: 0.826, Base Lr: 3.38e-04
2024-05-21 11:54:22 transreid.train INFO: Epoch[31] Iter[140/486] Loss: 1.248, Acc: 0.829, Base Lr: 3.38e-04
2024-05-21 11:54:26 transreid.train INFO: Epoch[31] Iter[150/486] Loss: 1.237, Acc: 0.831, Base Lr: 3.38e-04
2024-05-21 11:54:29 transreid.train INFO: Epoch[31] Iter[160/486] Loss: 1.235, Acc: 0.833, Base Lr: 3.38e-04
2024-05-21 11:54:33 transreid.train INFO: Epoch[31] Iter[170/486] Loss: 1.217, Acc: 0.838, Base Lr: 3.38e-04
2024-05-21 11:54:36 transreid.train INFO: Epoch[31] Iter[180/486] Loss: 1.196, Acc: 0.842, Base Lr: 3.38e-04
2024-05-21 11:54:39 transreid.train INFO: Epoch[31] Iter[190/486] Loss: 1.184, Acc: 0.844, Base Lr: 3.38e-04
2024-05-21 11:54:43 transreid.train INFO: Epoch[31] Iter[200/486] Loss: 1.167, Acc: 0.848, Base Lr: 3.38e-04
2024-05-21 11:54:46 transreid.train INFO: Epoch[31] Iter[210/486] Loss: 1.153, Acc: 0.851, Base Lr: 3.38e-04
2024-05-21 11:54:50 transreid.train INFO: Epoch[31] Iter[220/486] Loss: 1.139, Acc: 0.854, Base Lr: 3.38e-04
2024-05-21 11:54:53 transreid.train INFO: Epoch[31] Iter[230/486] Loss: 1.121, Acc: 0.857, Base Lr: 3.38e-04
2024-05-21 11:54:56 transreid.train INFO: Epoch[31] Iter[240/486] Loss: 1.106, Acc: 0.860, Base Lr: 3.38e-04
2024-05-21 11:55:00 transreid.train INFO: Epoch[31] Iter[250/486] Loss: 1.094, Acc: 0.863, Base Lr: 3.38e-04
2024-05-21 11:55:03 transreid.train INFO: Epoch[31] Iter[260/486] Loss: 1.079, Acc: 0.866, Base Lr: 3.38e-04
2024-05-21 11:55:07 transreid.train INFO: Epoch[31] Iter[270/486] Loss: 1.063, Acc: 0.869, Base Lr: 3.38e-04
2024-05-21 11:55:10 transreid.train INFO: Epoch[31] Iter[280/486] Loss: 1.049, Acc: 0.872, Base Lr: 3.38e-04
2024-05-21 11:55:13 transreid.train INFO: Epoch[31] Iter[290/486] Loss: 1.034, Acc: 0.875, Base Lr: 3.38e-04
2024-05-21 11:55:17 transreid.train INFO: Epoch[31] Iter[300/486] Loss: 1.017, Acc: 0.878, Base Lr: 3.38e-04
2024-05-21 11:55:20 transreid.train INFO: Epoch[31] Iter[310/486] Loss: 1.000, Acc: 0.881, Base Lr: 3.38e-04
2024-05-21 11:55:23 transreid.train INFO: Epoch[31] Iter[320/486] Loss: 0.984, Acc: 0.884, Base Lr: 3.38e-04
2024-05-21 11:55:27 transreid.train INFO: Epoch[31] Iter[330/486] Loss: 0.973, Acc: 0.886, Base Lr: 3.38e-04
2024-05-21 11:55:30 transreid.train INFO: Epoch[31] Iter[340/486] Loss: 0.956, Acc: 0.889, Base Lr: 3.38e-04
2024-05-21 11:55:34 transreid.train INFO: Epoch[31] Iter[350/486] Loss: 0.940, Acc: 0.892, Base Lr: 3.38e-04
2024-05-21 11:55:37 transreid.train INFO: Epoch[31] Iter[360/486] Loss: 0.925, Acc: 0.894, Base Lr: 3.38e-04
2024-05-21 11:55:40 transreid.train INFO: Epoch[31] Iter[370/486] Loss: 0.908, Acc: 0.897, Base Lr: 3.38e-04
2024-05-21 11:55:44 transreid.train INFO: Epoch[31] Iter[380/486] Loss: 0.892, Acc: 0.899, Base Lr: 3.38e-04
2024-05-21 11:55:47 transreid.train INFO: Epoch[31] Iter[390/486] Loss: 0.877, Acc: 0.902, Base Lr: 3.38e-04
2024-05-21 11:55:51 transreid.train INFO: Epoch[31] Iter[400/486] Loss: 0.861, Acc: 0.904, Base Lr: 3.38e-04
2024-05-21 11:55:54 transreid.train INFO: Epoch[31] Iter[410/486] Loss: 0.846, Acc: 0.906, Base Lr: 3.38e-04
2024-05-21 11:55:57 transreid.train INFO: Epoch[31] Iter[420/486] Loss: 0.829, Acc: 0.908, Base Lr: 3.38e-04
2024-05-21 11:56:01 transreid.train INFO: Epoch[31] Iter[430/486] Loss: 0.815, Acc: 0.910, Base Lr: 3.38e-04
2024-05-21 11:56:04 transreid.train INFO: Epoch[31] Iter[440/486] Loss: 0.802, Acc: 0.912, Base Lr: 3.38e-04
2024-05-21 11:56:08 transreid.train INFO: Epoch[31] Iter[450/486] Loss: 0.787, Acc: 0.914, Base Lr: 3.38e-04
2024-05-21 11:56:11 transreid.train INFO: Epoch[31] Iter[460/486] Loss: 0.773, Acc: 0.916, Base Lr: 3.38e-04
2024-05-21 11:56:14 transreid.train INFO: Epoch[31] Iter[470/486] Loss: 0.759, Acc: 0.917, Base Lr: 3.38e-04
2024-05-21 11:56:16 transreid.train INFO: Epoch 31 done. Time per epoch: 163.078[s] Speed: 185.6[samples/s]
2024-05-21 11:56:21 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 1.325, Acc: 0.797, Base Lr: 3.34e-04
2024-05-21 11:56:25 transreid.train INFO: Epoch[32] Iter[20/486] Loss: 1.471, Acc: 0.768, Base Lr: 3.34e-04
2024-05-21 11:56:28 transreid.train INFO: Epoch[32] Iter[30/486] Loss: 1.417, Acc: 0.788, Base Lr: 3.34e-04
2024-05-21 11:56:31 transreid.train INFO: Epoch[32] Iter[40/486] Loss: 1.379, Acc: 0.795, Base Lr: 3.34e-04
2024-05-21 11:56:35 transreid.train INFO: Epoch[32] Iter[50/486] Loss: 1.388, Acc: 0.790, Base Lr: 3.34e-04
2024-05-21 11:56:38 transreid.train INFO: Epoch[32] Iter[60/486] Loss: 1.335, Acc: 0.807, Base Lr: 3.34e-04
2024-05-21 11:56:42 transreid.train INFO: Epoch[32] Iter[70/486] Loss: 1.295, Acc: 0.818, Base Lr: 3.34e-04
2024-05-21 11:56:45 transreid.train INFO: Epoch[32] Iter[80/486] Loss: 1.289, Acc: 0.819, Base Lr: 3.34e-04
2024-05-21 11:56:48 transreid.train INFO: Epoch[32] Iter[90/486] Loss: 1.280, Acc: 0.822, Base Lr: 3.34e-04
2024-05-21 11:56:52 transreid.train INFO: Epoch[32] Iter[100/486] Loss: 1.278, Acc: 0.824, Base Lr: 3.34e-04
2024-05-21 11:56:55 transreid.train INFO: Epoch[32] Iter[110/486] Loss: 1.262, Acc: 0.827, Base Lr: 3.34e-04
2024-05-21 11:56:59 transreid.train INFO: Epoch[32] Iter[120/486] Loss: 1.239, Acc: 0.833, Base Lr: 3.34e-04
2024-05-21 11:57:02 transreid.train INFO: Epoch[32] Iter[130/486] Loss: 1.225, Acc: 0.835, Base Lr: 3.34e-04
2024-05-21 11:57:05 transreid.train INFO: Epoch[32] Iter[140/486] Loss: 1.209, Acc: 0.840, Base Lr: 3.34e-04
2024-05-21 11:57:09 transreid.train INFO: Epoch[32] Iter[150/486] Loss: 1.194, Acc: 0.844, Base Lr: 3.34e-04
2024-05-21 11:57:12 transreid.train INFO: Epoch[32] Iter[160/486] Loss: 1.186, Acc: 0.845, Base Lr: 3.34e-04
2024-05-21 11:57:16 transreid.train INFO: Epoch[32] Iter[170/486] Loss: 1.161, Acc: 0.851, Base Lr: 3.34e-04
2024-05-21 11:57:19 transreid.train INFO: Epoch[32] Iter[180/486] Loss: 1.140, Acc: 0.855, Base Lr: 3.34e-04
2024-05-21 11:57:22 transreid.train INFO: Epoch[32] Iter[190/486] Loss: 1.118, Acc: 0.859, Base Lr: 3.34e-04
2024-05-21 11:57:26 transreid.train INFO: Epoch[32] Iter[200/486] Loss: 1.097, Acc: 0.864, Base Lr: 3.34e-04
2024-05-21 11:57:29 transreid.train INFO: Epoch[32] Iter[210/486] Loss: 1.081, Acc: 0.868, Base Lr: 3.34e-04
2024-05-21 11:57:33 transreid.train INFO: Epoch[32] Iter[220/486] Loss: 1.058, Acc: 0.873, Base Lr: 3.34e-04
2024-05-21 11:57:36 transreid.train INFO: Epoch[32] Iter[230/486] Loss: 1.046, Acc: 0.875, Base Lr: 3.34e-04
2024-05-21 11:57:40 transreid.train INFO: Epoch[32] Iter[240/486] Loss: 1.032, Acc: 0.879, Base Lr: 3.34e-04
2024-05-21 11:57:43 transreid.train INFO: Epoch[32] Iter[250/486] Loss: 1.018, Acc: 0.881, Base Lr: 3.34e-04
2024-05-21 11:57:46 transreid.train INFO: Epoch[32] Iter[260/486] Loss: 1.000, Acc: 0.885, Base Lr: 3.34e-04
2024-05-21 11:57:50 transreid.train INFO: Epoch[32] Iter[270/486] Loss: 0.985, Acc: 0.887, Base Lr: 3.34e-04
2024-05-21 11:57:53 transreid.train INFO: Epoch[32] Iter[280/486] Loss: 0.969, Acc: 0.890, Base Lr: 3.34e-04
2024-05-21 11:57:57 transreid.train INFO: Epoch[32] Iter[290/486] Loss: 0.955, Acc: 0.893, Base Lr: 3.34e-04
2024-05-21 11:58:00 transreid.train INFO: Epoch[32] Iter[300/486] Loss: 0.943, Acc: 0.895, Base Lr: 3.34e-04
2024-05-21 11:58:03 transreid.train INFO: Epoch[32] Iter[310/486] Loss: 0.926, Acc: 0.898, Base Lr: 3.34e-04
2024-05-21 11:58:07 transreid.train INFO: Epoch[32] Iter[320/486] Loss: 0.910, Acc: 0.900, Base Lr: 3.34e-04
2024-05-21 11:58:10 transreid.train INFO: Epoch[32] Iter[330/486] Loss: 0.893, Acc: 0.903, Base Lr: 3.34e-04
2024-05-21 11:58:14 transreid.train INFO: Epoch[32] Iter[340/486] Loss: 0.878, Acc: 0.905, Base Lr: 3.34e-04
2024-05-21 11:58:17 transreid.train INFO: Epoch[32] Iter[350/486] Loss: 0.864, Acc: 0.907, Base Lr: 3.34e-04
2024-05-21 11:58:20 transreid.train INFO: Epoch[32] Iter[360/486] Loss: 0.851, Acc: 0.910, Base Lr: 3.34e-04
2024-05-21 11:58:24 transreid.train INFO: Epoch[32] Iter[370/486] Loss: 0.838, Acc: 0.911, Base Lr: 3.34e-04
2024-05-21 11:58:27 transreid.train INFO: Epoch[32] Iter[380/486] Loss: 0.825, Acc: 0.913, Base Lr: 3.34e-04
2024-05-21 11:58:31 transreid.train INFO: Epoch[32] Iter[390/486] Loss: 0.812, Acc: 0.915, Base Lr: 3.34e-04
2024-05-21 11:58:34 transreid.train INFO: Epoch[32] Iter[400/486] Loss: 0.799, Acc: 0.917, Base Lr: 3.34e-04
2024-05-21 11:58:37 transreid.train INFO: Epoch[32] Iter[410/486] Loss: 0.785, Acc: 0.919, Base Lr: 3.34e-04
2024-05-21 11:58:41 transreid.train INFO: Epoch[32] Iter[420/486] Loss: 0.771, Acc: 0.921, Base Lr: 3.34e-04
2024-05-21 11:58:44 transreid.train INFO: Epoch[32] Iter[430/486] Loss: 0.760, Acc: 0.922, Base Lr: 3.34e-04
2024-05-21 11:58:48 transreid.train INFO: Epoch[32] Iter[440/486] Loss: 0.750, Acc: 0.924, Base Lr: 3.34e-04
2024-05-21 11:58:51 transreid.train INFO: Epoch[32] Iter[450/486] Loss: 0.739, Acc: 0.925, Base Lr: 3.34e-04
2024-05-21 11:58:54 transreid.train INFO: Epoch[32] Iter[460/486] Loss: 0.727, Acc: 0.926, Base Lr: 3.34e-04
2024-05-21 11:58:58 transreid.train INFO: Epoch[32] Iter[470/486] Loss: 0.714, Acc: 0.928, Base Lr: 3.34e-04
2024-05-21 11:59:00 transreid.train INFO: Epoch 32 done. Time per epoch: 164.219[s] Speed: 185.1[samples/s]
2024-05-21 11:59:06 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 1.694, Acc: 0.755, Base Lr: 3.30e-04
2024-05-21 11:59:09 transreid.train INFO: Epoch[33] Iter[20/486] Loss: 1.587, Acc: 0.782, Base Lr: 3.30e-04
2024-05-21 11:59:12 transreid.train INFO: Epoch[33] Iter[30/486] Loss: 1.522, Acc: 0.795, Base Lr: 3.30e-04
2024-05-21 11:59:16 transreid.train INFO: Epoch[33] Iter[40/486] Loss: 1.457, Acc: 0.808, Base Lr: 3.30e-04
2024-05-21 11:59:19 transreid.train INFO: Epoch[33] Iter[50/486] Loss: 1.399, Acc: 0.818, Base Lr: 3.30e-04
2024-05-21 11:59:23 transreid.train INFO: Epoch[33] Iter[60/486] Loss: 1.384, Acc: 0.822, Base Lr: 3.30e-04
2024-05-21 11:59:26 transreid.train INFO: Epoch[33] Iter[70/486] Loss: 1.381, Acc: 0.822, Base Lr: 3.30e-04
2024-05-21 11:59:29 transreid.train INFO: Epoch[33] Iter[80/486] Loss: 1.338, Acc: 0.830, Base Lr: 3.30e-04
2024-05-21 11:59:33 transreid.train INFO: Epoch[33] Iter[90/486] Loss: 1.299, Acc: 0.837, Base Lr: 3.30e-04
2024-05-21 11:59:36 transreid.train INFO: Epoch[33] Iter[100/486] Loss: 1.297, Acc: 0.835, Base Lr: 3.30e-04
2024-05-21 11:59:40 transreid.train INFO: Epoch[33] Iter[110/486] Loss: 1.264, Acc: 0.842, Base Lr: 3.30e-04
2024-05-21 11:59:43 transreid.train INFO: Epoch[33] Iter[120/486] Loss: 1.234, Acc: 0.846, Base Lr: 3.30e-04
2024-05-21 11:59:47 transreid.train INFO: Epoch[33] Iter[130/486] Loss: 1.218, Acc: 0.849, Base Lr: 3.30e-04
2024-05-21 11:59:50 transreid.train INFO: Epoch[33] Iter[140/486] Loss: 1.211, Acc: 0.849, Base Lr: 3.30e-04
2024-05-21 11:59:53 transreid.train INFO: Epoch[33] Iter[150/486] Loss: 1.186, Acc: 0.853, Base Lr: 3.30e-04
2024-05-21 11:59:57 transreid.train INFO: Epoch[33] Iter[160/486] Loss: 1.161, Acc: 0.858, Base Lr: 3.30e-04
2024-05-21 12:00:00 transreid.train INFO: Epoch[33] Iter[170/486] Loss: 1.138, Acc: 0.864, Base Lr: 3.30e-04
2024-05-21 12:00:04 transreid.train INFO: Epoch[33] Iter[180/486] Loss: 1.114, Acc: 0.866, Base Lr: 3.30e-04
2024-05-21 12:00:07 transreid.train INFO: Epoch[33] Iter[190/486] Loss: 1.093, Acc: 0.870, Base Lr: 3.30e-04
2024-05-21 12:00:11 transreid.train INFO: Epoch[33] Iter[200/486] Loss: 1.070, Acc: 0.874, Base Lr: 3.30e-04
2024-05-21 12:00:14 transreid.train INFO: Epoch[33] Iter[210/486] Loss: 1.052, Acc: 0.876, Base Lr: 3.30e-04
2024-05-21 12:00:17 transreid.train INFO: Epoch[33] Iter[220/486] Loss: 1.034, Acc: 0.879, Base Lr: 3.30e-04
2024-05-21 12:00:21 transreid.train INFO: Epoch[33] Iter[230/486] Loss: 1.015, Acc: 0.883, Base Lr: 3.30e-04
2024-05-21 12:00:24 transreid.train INFO: Epoch[33] Iter[240/486] Loss: 1.002, Acc: 0.886, Base Lr: 3.30e-04
2024-05-21 12:00:28 transreid.train INFO: Epoch[33] Iter[250/486] Loss: 0.989, Acc: 0.888, Base Lr: 3.30e-04
2024-05-21 12:00:31 transreid.train INFO: Epoch[33] Iter[260/486] Loss: 0.974, Acc: 0.890, Base Lr: 3.30e-04
2024-05-21 12:00:34 transreid.train INFO: Epoch[33] Iter[270/486] Loss: 0.960, Acc: 0.892, Base Lr: 3.30e-04
2024-05-21 12:00:38 transreid.train INFO: Epoch[33] Iter[280/486] Loss: 0.947, Acc: 0.895, Base Lr: 3.30e-04
2024-05-21 12:00:41 transreid.train INFO: Epoch[33] Iter[290/486] Loss: 0.930, Acc: 0.898, Base Lr: 3.30e-04
2024-05-21 12:00:45 transreid.train INFO: Epoch[33] Iter[300/486] Loss: 0.914, Acc: 0.900, Base Lr: 3.30e-04
2024-05-21 12:00:48 transreid.train INFO: Epoch[33] Iter[310/486] Loss: 0.899, Acc: 0.903, Base Lr: 3.30e-04
2024-05-21 12:00:52 transreid.train INFO: Epoch[33] Iter[320/486] Loss: 0.883, Acc: 0.905, Base Lr: 3.30e-04
2024-05-21 12:00:55 transreid.train INFO: Epoch[33] Iter[330/486] Loss: 0.870, Acc: 0.907, Base Lr: 3.30e-04
2024-05-21 12:00:58 transreid.train INFO: Epoch[33] Iter[340/486] Loss: 0.858, Acc: 0.909, Base Lr: 3.30e-04
2024-05-21 12:01:02 transreid.train INFO: Epoch[33] Iter[350/486] Loss: 0.844, Acc: 0.911, Base Lr: 3.30e-04
2024-05-21 12:01:05 transreid.train INFO: Epoch[33] Iter[360/486] Loss: 0.830, Acc: 0.913, Base Lr: 3.30e-04
2024-05-21 12:01:09 transreid.train INFO: Epoch[33] Iter[370/486] Loss: 0.815, Acc: 0.915, Base Lr: 3.30e-04
2024-05-21 12:01:12 transreid.train INFO: Epoch[33] Iter[380/486] Loss: 0.800, Acc: 0.917, Base Lr: 3.30e-04
2024-05-21 12:01:16 transreid.train INFO: Epoch[33] Iter[390/486] Loss: 0.785, Acc: 0.919, Base Lr: 3.30e-04
2024-05-21 12:01:19 transreid.train INFO: Epoch[33] Iter[400/486] Loss: 0.770, Acc: 0.921, Base Lr: 3.30e-04
2024-05-21 12:01:22 transreid.train INFO: Epoch[33] Iter[410/486] Loss: 0.755, Acc: 0.923, Base Lr: 3.30e-04
2024-05-21 12:01:26 transreid.train INFO: Epoch[33] Iter[420/486] Loss: 0.741, Acc: 0.924, Base Lr: 3.30e-04
2024-05-21 12:01:29 transreid.train INFO: Epoch[33] Iter[430/486] Loss: 0.728, Acc: 0.926, Base Lr: 3.30e-04
2024-05-21 12:01:33 transreid.train INFO: Epoch[33] Iter[440/486] Loss: 0.717, Acc: 0.927, Base Lr: 3.30e-04
2024-05-21 12:01:36 transreid.train INFO: Epoch[33] Iter[450/486] Loss: 0.705, Acc: 0.929, Base Lr: 3.30e-04
2024-05-21 12:01:39 transreid.train INFO: Epoch[33] Iter[460/486] Loss: 0.692, Acc: 0.930, Base Lr: 3.30e-04
2024-05-21 12:01:43 transreid.train INFO: Epoch[33] Iter[470/486] Loss: 0.681, Acc: 0.932, Base Lr: 3.30e-04
2024-05-21 12:01:45 transreid.train INFO: Epoch 33 done. Time per epoch: 164.646[s] Speed: 184.2[samples/s]
2024-05-21 12:01:50 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 1.281, Acc: 0.823, Base Lr: 3.26e-04
2024-05-21 12:01:54 transreid.train INFO: Epoch[34] Iter[20/486] Loss: 1.251, Acc: 0.825, Base Lr: 3.26e-04
2024-05-21 12:01:57 transreid.train INFO: Epoch[34] Iter[30/486] Loss: 1.143, Acc: 0.849, Base Lr: 3.26e-04
2024-05-21 12:02:01 transreid.train INFO: Epoch[34] Iter[40/486] Loss: 1.129, Acc: 0.850, Base Lr: 3.26e-04
2024-05-21 12:02:04 transreid.train INFO: Epoch[34] Iter[50/486] Loss: 1.122, Acc: 0.847, Base Lr: 3.26e-04
2024-05-21 12:02:07 transreid.train INFO: Epoch[34] Iter[60/486] Loss: 1.123, Acc: 0.848, Base Lr: 3.26e-04
2024-05-21 12:02:11 transreid.train INFO: Epoch[34] Iter[70/486] Loss: 1.132, Acc: 0.845, Base Lr: 3.26e-04
2024-05-21 12:02:14 transreid.train INFO: Epoch[34] Iter[80/486] Loss: 1.115, Acc: 0.849, Base Lr: 3.26e-04
2024-05-21 12:02:18 transreid.train INFO: Epoch[34] Iter[90/486] Loss: 1.097, Acc: 0.856, Base Lr: 3.26e-04
2024-05-21 12:02:21 transreid.train INFO: Epoch[34] Iter[100/486] Loss: 1.101, Acc: 0.855, Base Lr: 3.26e-04
2024-05-21 12:02:24 transreid.train INFO: Epoch[34] Iter[110/486] Loss: 1.076, Acc: 0.860, Base Lr: 3.26e-04
2024-05-21 12:02:28 transreid.train INFO: Epoch[34] Iter[120/486] Loss: 1.058, Acc: 0.864, Base Lr: 3.26e-04
2024-05-21 12:02:31 transreid.train INFO: Epoch[34] Iter[130/486] Loss: 1.031, Acc: 0.871, Base Lr: 3.26e-04
2024-05-21 12:02:35 transreid.train INFO: Epoch[34] Iter[140/486] Loss: 1.022, Acc: 0.874, Base Lr: 3.26e-04
2024-05-21 12:02:38 transreid.train INFO: Epoch[34] Iter[150/486] Loss: 1.008, Acc: 0.877, Base Lr: 3.26e-04
2024-05-21 12:02:42 transreid.train INFO: Epoch[34] Iter[160/486] Loss: 0.992, Acc: 0.881, Base Lr: 3.26e-04
2024-05-21 12:02:45 transreid.train INFO: Epoch[34] Iter[170/486] Loss: 0.975, Acc: 0.884, Base Lr: 3.26e-04
2024-05-21 12:02:48 transreid.train INFO: Epoch[34] Iter[180/486] Loss: 0.967, Acc: 0.887, Base Lr: 3.26e-04
2024-05-21 12:02:52 transreid.train INFO: Epoch[34] Iter[190/486] Loss: 0.947, Acc: 0.890, Base Lr: 3.26e-04
2024-05-21 12:02:55 transreid.train INFO: Epoch[34] Iter[200/486] Loss: 0.927, Acc: 0.894, Base Lr: 3.26e-04
2024-05-21 12:02:59 transreid.train INFO: Epoch[34] Iter[210/486] Loss: 0.915, Acc: 0.896, Base Lr: 3.26e-04
2024-05-21 12:03:02 transreid.train INFO: Epoch[34] Iter[220/486] Loss: 0.909, Acc: 0.897, Base Lr: 3.26e-04
2024-05-21 12:03:06 transreid.train INFO: Epoch[34] Iter[230/486] Loss: 0.890, Acc: 0.901, Base Lr: 3.26e-04
2024-05-21 12:03:09 transreid.train INFO: Epoch[34] Iter[240/486] Loss: 0.875, Acc: 0.904, Base Lr: 3.26e-04
2024-05-21 12:03:12 transreid.train INFO: Epoch[34] Iter[250/486] Loss: 0.863, Acc: 0.906, Base Lr: 3.26e-04
2024-05-21 12:03:16 transreid.train INFO: Epoch[34] Iter[260/486] Loss: 0.848, Acc: 0.909, Base Lr: 3.26e-04
2024-05-21 12:03:19 transreid.train INFO: Epoch[34] Iter[270/486] Loss: 0.835, Acc: 0.911, Base Lr: 3.26e-04
2024-05-21 12:03:23 transreid.train INFO: Epoch[34] Iter[280/486] Loss: 0.821, Acc: 0.914, Base Lr: 3.26e-04
2024-05-21 12:03:26 transreid.train INFO: Epoch[34] Iter[290/486] Loss: 0.808, Acc: 0.915, Base Lr: 3.26e-04
2024-05-21 12:03:30 transreid.train INFO: Epoch[34] Iter[300/486] Loss: 0.795, Acc: 0.918, Base Lr: 3.26e-04
2024-05-21 12:03:33 transreid.train INFO: Epoch[34] Iter[310/486] Loss: 0.782, Acc: 0.920, Base Lr: 3.26e-04
2024-05-21 12:03:36 transreid.train INFO: Epoch[34] Iter[320/486] Loss: 0.769, Acc: 0.921, Base Lr: 3.26e-04
2024-05-21 12:03:40 transreid.train INFO: Epoch[34] Iter[330/486] Loss: 0.756, Acc: 0.923, Base Lr: 3.26e-04
2024-05-21 12:03:43 transreid.train INFO: Epoch[34] Iter[340/486] Loss: 0.744, Acc: 0.925, Base Lr: 3.26e-04
2024-05-21 12:03:47 transreid.train INFO: Epoch[34] Iter[350/486] Loss: 0.730, Acc: 0.927, Base Lr: 3.26e-04
2024-05-21 12:03:50 transreid.train INFO: Epoch[34] Iter[360/486] Loss: 0.717, Acc: 0.929, Base Lr: 3.26e-04
2024-05-21 12:03:53 transreid.train INFO: Epoch[34] Iter[370/486] Loss: 0.704, Acc: 0.930, Base Lr: 3.26e-04
2024-05-21 12:03:57 transreid.train INFO: Epoch[34] Iter[380/486] Loss: 0.691, Acc: 0.932, Base Lr: 3.26e-04
2024-05-21 12:04:00 transreid.train INFO: Epoch[34] Iter[390/486] Loss: 0.679, Acc: 0.934, Base Lr: 3.26e-04
2024-05-21 12:04:04 transreid.train INFO: Epoch[34] Iter[400/486] Loss: 0.666, Acc: 0.935, Base Lr: 3.26e-04
2024-05-21 12:04:07 transreid.train INFO: Epoch[34] Iter[410/486] Loss: 0.655, Acc: 0.937, Base Lr: 3.26e-04
2024-05-21 12:04:11 transreid.train INFO: Epoch[34] Iter[420/486] Loss: 0.643, Acc: 0.938, Base Lr: 3.26e-04
2024-05-21 12:04:14 transreid.train INFO: Epoch[34] Iter[430/486] Loss: 0.632, Acc: 0.939, Base Lr: 3.26e-04
2024-05-21 12:04:17 transreid.train INFO: Epoch[34] Iter[440/486] Loss: 0.620, Acc: 0.941, Base Lr: 3.26e-04
2024-05-21 12:04:21 transreid.train INFO: Epoch[34] Iter[450/486] Loss: 0.610, Acc: 0.942, Base Lr: 3.26e-04
2024-05-21 12:04:24 transreid.train INFO: Epoch[34] Iter[460/486] Loss: 0.599, Acc: 0.943, Base Lr: 3.26e-04
2024-05-21 12:04:28 transreid.train INFO: Epoch[34] Iter[470/486] Loss: 0.588, Acc: 0.944, Base Lr: 3.26e-04
2024-05-21 12:04:29 transreid.train INFO: Epoch 34 done. Time per epoch: 164.544[s] Speed: 184.0[samples/s]
2024-05-21 12:04:35 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 1.308, Acc: 0.788, Base Lr: 3.22e-04
2024-05-21 12:04:38 transreid.train INFO: Epoch[35] Iter[20/486] Loss: 1.147, Acc: 0.833, Base Lr: 3.22e-04
2024-05-21 12:04:42 transreid.train INFO: Epoch[35] Iter[30/486] Loss: 1.079, Acc: 0.847, Base Lr: 3.22e-04
2024-05-21 12:04:45 transreid.train INFO: Epoch[35] Iter[40/486] Loss: 1.071, Acc: 0.852, Base Lr: 3.22e-04
2024-05-21 12:04:48 transreid.train INFO: Epoch[35] Iter[50/486] Loss: 1.079, Acc: 0.851, Base Lr: 3.22e-04
2024-05-21 12:04:52 transreid.train INFO: Epoch[35] Iter[60/486] Loss: 1.042, Acc: 0.860, Base Lr: 3.22e-04
2024-05-21 12:04:55 transreid.train INFO: Epoch[35] Iter[70/486] Loss: 1.035, Acc: 0.862, Base Lr: 3.22e-04
2024-05-21 12:04:59 transreid.train INFO: Epoch[35] Iter[80/486] Loss: 1.003, Acc: 0.870, Base Lr: 3.22e-04
2024-05-21 12:05:02 transreid.train INFO: Epoch[35] Iter[90/486] Loss: 0.973, Acc: 0.879, Base Lr: 3.22e-04
2024-05-21 12:05:05 transreid.train INFO: Epoch[35] Iter[100/486] Loss: 0.950, Acc: 0.884, Base Lr: 3.22e-04
2024-05-21 12:05:09 transreid.train INFO: Epoch[35] Iter[110/486] Loss: 0.945, Acc: 0.886, Base Lr: 3.22e-04
2024-05-21 12:05:12 transreid.train INFO: Epoch[35] Iter[120/486] Loss: 0.932, Acc: 0.890, Base Lr: 3.22e-04
2024-05-21 12:05:16 transreid.train INFO: Epoch[35] Iter[130/486] Loss: 0.904, Acc: 0.895, Base Lr: 3.22e-04
2024-05-21 12:05:19 transreid.train INFO: Epoch[35] Iter[140/486] Loss: 0.901, Acc: 0.898, Base Lr: 3.22e-04
2024-05-21 12:05:22 transreid.train INFO: Epoch[35] Iter[150/486] Loss: 0.894, Acc: 0.898, Base Lr: 3.22e-04
2024-05-21 12:05:26 transreid.train INFO: Epoch[35] Iter[160/486] Loss: 0.895, Acc: 0.900, Base Lr: 3.22e-04
2024-05-21 12:05:29 transreid.train INFO: Epoch[35] Iter[170/486] Loss: 0.899, Acc: 0.900, Base Lr: 3.22e-04
2024-05-21 12:05:33 transreid.train INFO: Epoch[35] Iter[180/486] Loss: 0.900, Acc: 0.901, Base Lr: 3.22e-04
2024-05-21 12:05:36 transreid.train INFO: Epoch[35] Iter[190/486] Loss: 0.894, Acc: 0.902, Base Lr: 3.22e-04
2024-05-21 12:05:39 transreid.train INFO: Epoch[35] Iter[200/486] Loss: 0.881, Acc: 0.905, Base Lr: 3.22e-04
2024-05-21 12:05:43 transreid.train INFO: Epoch[35] Iter[210/486] Loss: 0.868, Acc: 0.908, Base Lr: 3.22e-04
2024-05-21 12:05:46 transreid.train INFO: Epoch[35] Iter[220/486] Loss: 0.857, Acc: 0.909, Base Lr: 3.22e-04
2024-05-21 12:05:50 transreid.train INFO: Epoch[35] Iter[230/486] Loss: 0.850, Acc: 0.911, Base Lr: 3.22e-04
2024-05-21 12:05:53 transreid.train INFO: Epoch[35] Iter[240/486] Loss: 0.836, Acc: 0.913, Base Lr: 3.22e-04
2024-05-21 12:05:57 transreid.train INFO: Epoch[35] Iter[250/486] Loss: 0.822, Acc: 0.915, Base Lr: 3.22e-04
2024-05-21 12:06:00 transreid.train INFO: Epoch[35] Iter[260/486] Loss: 0.808, Acc: 0.917, Base Lr: 3.22e-04
2024-05-21 12:06:03 transreid.train INFO: Epoch[35] Iter[270/486] Loss: 0.796, Acc: 0.919, Base Lr: 3.22e-04
2024-05-21 12:06:07 transreid.train INFO: Epoch[35] Iter[280/486] Loss: 0.782, Acc: 0.922, Base Lr: 3.22e-04
2024-05-21 12:06:10 transreid.train INFO: Epoch[35] Iter[290/486] Loss: 0.768, Acc: 0.924, Base Lr: 3.22e-04
2024-05-21 12:06:14 transreid.train INFO: Epoch[35] Iter[300/486] Loss: 0.754, Acc: 0.926, Base Lr: 3.22e-04
2024-05-21 12:06:17 transreid.train INFO: Epoch[35] Iter[310/486] Loss: 0.740, Acc: 0.927, Base Lr: 3.22e-04
2024-05-21 12:06:20 transreid.train INFO: Epoch[35] Iter[320/486] Loss: 0.726, Acc: 0.929, Base Lr: 3.22e-04
2024-05-21 12:06:24 transreid.train INFO: Epoch[35] Iter[330/486] Loss: 0.716, Acc: 0.931, Base Lr: 3.22e-04
2024-05-21 12:06:27 transreid.train INFO: Epoch[35] Iter[340/486] Loss: 0.704, Acc: 0.932, Base Lr: 3.22e-04
2024-05-21 12:06:31 transreid.train INFO: Epoch[35] Iter[350/486] Loss: 0.692, Acc: 0.934, Base Lr: 3.22e-04
2024-05-21 12:06:34 transreid.train INFO: Epoch[35] Iter[360/486] Loss: 0.679, Acc: 0.936, Base Lr: 3.22e-04
2024-05-21 12:06:37 transreid.train INFO: Epoch[35] Iter[370/486] Loss: 0.667, Acc: 0.937, Base Lr: 3.22e-04
2024-05-21 12:06:41 transreid.train INFO: Epoch[35] Iter[380/486] Loss: 0.655, Acc: 0.939, Base Lr: 3.22e-04
2024-05-21 12:06:44 transreid.train INFO: Epoch[35] Iter[390/486] Loss: 0.644, Acc: 0.940, Base Lr: 3.22e-04
2024-05-21 12:06:48 transreid.train INFO: Epoch[35] Iter[400/486] Loss: 0.632, Acc: 0.941, Base Lr: 3.22e-04
2024-05-21 12:06:51 transreid.train INFO: Epoch[35] Iter[410/486] Loss: 0.620, Acc: 0.942, Base Lr: 3.22e-04
2024-05-21 12:06:55 transreid.train INFO: Epoch[35] Iter[420/486] Loss: 0.608, Acc: 0.944, Base Lr: 3.22e-04
2024-05-21 12:06:58 transreid.train INFO: Epoch[35] Iter[430/486] Loss: 0.597, Acc: 0.945, Base Lr: 3.22e-04
2024-05-21 12:07:01 transreid.train INFO: Epoch[35] Iter[440/486] Loss: 0.585, Acc: 0.946, Base Lr: 3.22e-04
2024-05-21 12:07:05 transreid.train INFO: Epoch[35] Iter[450/486] Loss: 0.574, Acc: 0.947, Base Lr: 3.22e-04
2024-05-21 12:07:08 transreid.train INFO: Epoch[35] Iter[460/486] Loss: 0.564, Acc: 0.948, Base Lr: 3.22e-04
2024-05-21 12:07:12 transreid.train INFO: Epoch[35] Iter[470/486] Loss: 0.553, Acc: 0.949, Base Lr: 3.22e-04
2024-05-21 12:07:14 transreid.train INFO: Epoch 35 done. Time per epoch: 164.627[s] Speed: 184.7[samples/s]
2024-05-21 12:07:19 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 1.056, Acc: 0.844, Base Lr: 3.18e-04
2024-05-21 12:07:23 transreid.train INFO: Epoch[36] Iter[20/486] Loss: 0.998, Acc: 0.855, Base Lr: 3.18e-04
2024-05-21 12:07:26 transreid.train INFO: Epoch[36] Iter[30/486] Loss: 1.036, Acc: 0.854, Base Lr: 3.18e-04
2024-05-21 12:07:30 transreid.train INFO: Epoch[36] Iter[40/486] Loss: 1.013, Acc: 0.864, Base Lr: 3.18e-04
2024-05-21 12:07:33 transreid.train INFO: Epoch[36] Iter[50/486] Loss: 1.012, Acc: 0.864, Base Lr: 3.18e-04
2024-05-21 12:07:36 transreid.train INFO: Epoch[36] Iter[60/486] Loss: 1.006, Acc: 0.867, Base Lr: 3.18e-04
2024-05-21 12:07:40 transreid.train INFO: Epoch[36] Iter[70/486] Loss: 0.964, Acc: 0.874, Base Lr: 3.18e-04
2024-05-21 12:07:43 transreid.train INFO: Epoch[36] Iter[80/486] Loss: 0.937, Acc: 0.881, Base Lr: 3.18e-04
2024-05-21 12:07:47 transreid.train INFO: Epoch[36] Iter[90/486] Loss: 0.919, Acc: 0.883, Base Lr: 3.18e-04
2024-05-21 12:07:50 transreid.train INFO: Epoch[36] Iter[100/486] Loss: 0.912, Acc: 0.885, Base Lr: 3.18e-04
2024-05-21 12:07:54 transreid.train INFO: Epoch[36] Iter[110/486] Loss: 0.904, Acc: 0.887, Base Lr: 3.18e-04
2024-05-21 12:07:57 transreid.train INFO: Epoch[36] Iter[120/486] Loss: 0.881, Acc: 0.892, Base Lr: 3.18e-04
2024-05-21 12:08:00 transreid.train INFO: Epoch[36] Iter[130/486] Loss: 0.868, Acc: 0.895, Base Lr: 3.18e-04
2024-05-21 12:08:04 transreid.train INFO: Epoch[36] Iter[140/486] Loss: 0.864, Acc: 0.897, Base Lr: 3.18e-04
2024-05-21 12:08:07 transreid.train INFO: Epoch[36] Iter[150/486] Loss: 0.850, Acc: 0.901, Base Lr: 3.18e-04
2024-05-21 12:08:11 transreid.train INFO: Epoch[36] Iter[160/486] Loss: 0.834, Acc: 0.904, Base Lr: 3.18e-04
2024-05-21 12:08:14 transreid.train INFO: Epoch[36] Iter[170/486] Loss: 0.819, Acc: 0.908, Base Lr: 3.18e-04
2024-05-21 12:08:18 transreid.train INFO: Epoch[36] Iter[180/486] Loss: 0.803, Acc: 0.911, Base Lr: 3.18e-04
2024-05-21 12:08:21 transreid.train INFO: Epoch[36] Iter[190/486] Loss: 0.789, Acc: 0.914, Base Lr: 3.18e-04
2024-05-21 12:08:24 transreid.train INFO: Epoch[36] Iter[200/486] Loss: 0.771, Acc: 0.918, Base Lr: 3.18e-04
2024-05-21 12:08:28 transreid.train INFO: Epoch[36] Iter[210/486] Loss: 0.755, Acc: 0.921, Base Lr: 3.18e-04
2024-05-21 12:08:31 transreid.train INFO: Epoch[36] Iter[220/486] Loss: 0.744, Acc: 0.923, Base Lr: 3.18e-04
2024-05-21 12:08:35 transreid.train INFO: Epoch[36] Iter[230/486] Loss: 0.730, Acc: 0.925, Base Lr: 3.18e-04
2024-05-21 12:08:38 transreid.train INFO: Epoch[36] Iter[240/486] Loss: 0.717, Acc: 0.928, Base Lr: 3.18e-04
2024-05-21 12:08:42 transreid.train INFO: Epoch[36] Iter[250/486] Loss: 0.704, Acc: 0.930, Base Lr: 3.18e-04
2024-05-21 12:08:45 transreid.train INFO: Epoch[36] Iter[260/486] Loss: 0.692, Acc: 0.932, Base Lr: 3.18e-04
2024-05-21 12:08:48 transreid.train INFO: Epoch[36] Iter[270/486] Loss: 0.681, Acc: 0.934, Base Lr: 3.18e-04
2024-05-21 12:08:52 transreid.train INFO: Epoch[36] Iter[280/486] Loss: 0.671, Acc: 0.935, Base Lr: 3.18e-04
2024-05-21 12:08:55 transreid.train INFO: Epoch[36] Iter[290/486] Loss: 0.661, Acc: 0.937, Base Lr: 3.18e-04
2024-05-21 12:08:59 transreid.train INFO: Epoch[36] Iter[300/486] Loss: 0.653, Acc: 0.938, Base Lr: 3.18e-04
2024-05-21 12:09:02 transreid.train INFO: Epoch[36] Iter[310/486] Loss: 0.642, Acc: 0.940, Base Lr: 3.18e-04
2024-05-21 12:09:05 transreid.train INFO: Epoch[36] Iter[320/486] Loss: 0.631, Acc: 0.941, Base Lr: 3.18e-04
2024-05-21 12:09:09 transreid.train INFO: Epoch[36] Iter[330/486] Loss: 0.623, Acc: 0.943, Base Lr: 3.18e-04
2024-05-21 12:09:12 transreid.train INFO: Epoch[36] Iter[340/486] Loss: 0.614, Acc: 0.944, Base Lr: 3.18e-04
2024-05-21 12:09:16 transreid.train INFO: Epoch[36] Iter[350/486] Loss: 0.608, Acc: 0.945, Base Lr: 3.18e-04
2024-05-21 12:09:19 transreid.train INFO: Epoch[36] Iter[360/486] Loss: 0.600, Acc: 0.946, Base Lr: 3.18e-04
2024-05-21 12:09:23 transreid.train INFO: Epoch[36] Iter[370/486] Loss: 0.591, Acc: 0.947, Base Lr: 3.18e-04
2024-05-21 12:09:26 transreid.train INFO: Epoch[36] Iter[380/486] Loss: 0.582, Acc: 0.948, Base Lr: 3.18e-04
2024-05-21 12:09:29 transreid.train INFO: Epoch[36] Iter[390/486] Loss: 0.572, Acc: 0.949, Base Lr: 3.18e-04
2024-05-21 12:09:33 transreid.train INFO: Epoch[36] Iter[400/486] Loss: 0.563, Acc: 0.950, Base Lr: 3.18e-04
2024-05-21 12:09:36 transreid.train INFO: Epoch[36] Iter[410/486] Loss: 0.554, Acc: 0.951, Base Lr: 3.18e-04
2024-05-21 12:09:40 transreid.train INFO: Epoch[36] Iter[420/486] Loss: 0.544, Acc: 0.952, Base Lr: 3.18e-04
2024-05-21 12:09:43 transreid.train INFO: Epoch[36] Iter[430/486] Loss: 0.534, Acc: 0.953, Base Lr: 3.18e-04
2024-05-21 12:09:47 transreid.train INFO: Epoch[36] Iter[440/486] Loss: 0.525, Acc: 0.954, Base Lr: 3.18e-04
2024-05-21 12:09:50 transreid.train INFO: Epoch[36] Iter[450/486] Loss: 0.516, Acc: 0.955, Base Lr: 3.18e-04
2024-05-21 12:09:53 transreid.train INFO: Epoch[36] Iter[460/486] Loss: 0.506, Acc: 0.956, Base Lr: 3.18e-04
2024-05-21 12:09:57 transreid.train INFO: Epoch[36] Iter[470/486] Loss: 0.497, Acc: 0.957, Base Lr: 3.18e-04
2024-05-21 12:09:58 transreid.train INFO: Epoch 36 done. Time per epoch: 164.133[s] Speed: 184.0[samples/s]
2024-05-21 12:10:03 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.935, Acc: 0.891, Base Lr: 3.13e-04
2024-05-21 12:10:07 transreid.train INFO: Epoch[37] Iter[20/486] Loss: 0.915, Acc: 0.902, Base Lr: 3.13e-04
2024-05-21 12:10:10 transreid.train INFO: Epoch[37] Iter[30/486] Loss: 0.881, Acc: 0.909, Base Lr: 3.13e-04
2024-05-21 12:10:14 transreid.train INFO: Epoch[37] Iter[40/486] Loss: 0.904, Acc: 0.903, Base Lr: 3.13e-04
2024-05-21 12:10:17 transreid.train INFO: Epoch[37] Iter[50/486] Loss: 0.927, Acc: 0.899, Base Lr: 3.13e-04
2024-05-21 12:10:21 transreid.train INFO: Epoch[37] Iter[60/486] Loss: 0.897, Acc: 0.905, Base Lr: 3.13e-04
2024-05-21 12:10:24 transreid.train INFO: Epoch[37] Iter[70/486] Loss: 0.874, Acc: 0.905, Base Lr: 3.13e-04
2024-05-21 12:10:27 transreid.train INFO: Epoch[37] Iter[80/486] Loss: 0.861, Acc: 0.908, Base Lr: 3.13e-04
2024-05-21 12:10:31 transreid.train INFO: Epoch[37] Iter[90/486] Loss: 0.854, Acc: 0.908, Base Lr: 3.13e-04
2024-05-21 12:10:34 transreid.train INFO: Epoch[37] Iter[100/486] Loss: 0.842, Acc: 0.910, Base Lr: 3.13e-04
2024-05-21 12:10:38 transreid.train INFO: Epoch[37] Iter[110/486] Loss: 0.819, Acc: 0.914, Base Lr: 3.13e-04
2024-05-21 12:10:41 transreid.train INFO: Epoch[37] Iter[120/486] Loss: 0.817, Acc: 0.914, Base Lr: 3.13e-04
2024-05-21 12:10:45 transreid.train INFO: Epoch[37] Iter[130/486] Loss: 0.800, Acc: 0.918, Base Lr: 3.13e-04
2024-05-21 12:10:48 transreid.train INFO: Epoch[37] Iter[140/486] Loss: 0.796, Acc: 0.919, Base Lr: 3.13e-04
2024-05-21 12:10:51 transreid.train INFO: Epoch[37] Iter[150/486] Loss: 0.778, Acc: 0.923, Base Lr: 3.13e-04
2024-05-21 12:10:55 transreid.train INFO: Epoch[37] Iter[160/486] Loss: 0.760, Acc: 0.925, Base Lr: 3.13e-04
2024-05-21 12:10:58 transreid.train INFO: Epoch[37] Iter[170/486] Loss: 0.748, Acc: 0.928, Base Lr: 3.13e-04
2024-05-21 12:11:02 transreid.train INFO: Epoch[37] Iter[180/486] Loss: 0.733, Acc: 0.930, Base Lr: 3.13e-04
2024-05-21 12:11:05 transreid.train INFO: Epoch[37] Iter[190/486] Loss: 0.718, Acc: 0.933, Base Lr: 3.13e-04
2024-05-21 12:11:08 transreid.train INFO: Epoch[37] Iter[200/486] Loss: 0.707, Acc: 0.934, Base Lr: 3.13e-04
2024-05-21 12:11:12 transreid.train INFO: Epoch[37] Iter[210/486] Loss: 0.698, Acc: 0.936, Base Lr: 3.13e-04
2024-05-21 12:11:15 transreid.train INFO: Epoch[37] Iter[220/486] Loss: 0.684, Acc: 0.938, Base Lr: 3.13e-04
2024-05-21 12:11:19 transreid.train INFO: Epoch[37] Iter[230/486] Loss: 0.673, Acc: 0.940, Base Lr: 3.13e-04
2024-05-21 12:11:22 transreid.train INFO: Epoch[37] Iter[240/486] Loss: 0.661, Acc: 0.942, Base Lr: 3.13e-04
2024-05-21 12:11:25 transreid.train INFO: Epoch[37] Iter[250/486] Loss: 0.651, Acc: 0.943, Base Lr: 3.13e-04
2024-05-21 12:11:29 transreid.train INFO: Epoch[37] Iter[260/486] Loss: 0.640, Acc: 0.944, Base Lr: 3.13e-04
2024-05-21 12:11:32 transreid.train INFO: Epoch[37] Iter[270/486] Loss: 0.629, Acc: 0.946, Base Lr: 3.13e-04
2024-05-21 12:11:36 transreid.train INFO: Epoch[37] Iter[280/486] Loss: 0.619, Acc: 0.947, Base Lr: 3.13e-04
2024-05-21 12:11:39 transreid.train INFO: Epoch[37] Iter[290/486] Loss: 0.610, Acc: 0.948, Base Lr: 3.13e-04
2024-05-21 12:11:43 transreid.train INFO: Epoch[37] Iter[300/486] Loss: 0.601, Acc: 0.949, Base Lr: 3.13e-04
2024-05-21 12:11:46 transreid.train INFO: Epoch[37] Iter[310/486] Loss: 0.590, Acc: 0.951, Base Lr: 3.13e-04
2024-05-21 12:11:49 transreid.train INFO: Epoch[37] Iter[320/486] Loss: 0.581, Acc: 0.952, Base Lr: 3.13e-04
2024-05-21 12:11:53 transreid.train INFO: Epoch[37] Iter[330/486] Loss: 0.571, Acc: 0.953, Base Lr: 3.13e-04
2024-05-21 12:11:56 transreid.train INFO: Epoch[37] Iter[340/486] Loss: 0.561, Acc: 0.954, Base Lr: 3.13e-04
2024-05-21 12:11:59 transreid.train INFO: Epoch[37] Iter[350/486] Loss: 0.552, Acc: 0.955, Base Lr: 3.13e-04
2024-05-21 12:12:03 transreid.train INFO: Epoch[37] Iter[360/486] Loss: 0.543, Acc: 0.956, Base Lr: 3.13e-04
2024-05-21 12:12:06 transreid.train INFO: Epoch[37] Iter[370/486] Loss: 0.533, Acc: 0.957, Base Lr: 3.13e-04
2024-05-21 12:12:10 transreid.train INFO: Epoch[37] Iter[380/486] Loss: 0.524, Acc: 0.958, Base Lr: 3.13e-04
2024-05-21 12:12:13 transreid.train INFO: Epoch[37] Iter[390/486] Loss: 0.515, Acc: 0.959, Base Lr: 3.13e-04
2024-05-21 12:12:16 transreid.train INFO: Epoch[37] Iter[400/486] Loss: 0.505, Acc: 0.960, Base Lr: 3.13e-04
2024-05-21 12:12:20 transreid.train INFO: Epoch[37] Iter[410/486] Loss: 0.496, Acc: 0.961, Base Lr: 3.13e-04
2024-05-21 12:12:23 transreid.train INFO: Epoch[37] Iter[420/486] Loss: 0.487, Acc: 0.962, Base Lr: 3.13e-04
2024-05-21 12:12:27 transreid.train INFO: Epoch[37] Iter[430/486] Loss: 0.478, Acc: 0.962, Base Lr: 3.13e-04
2024-05-21 12:12:30 transreid.train INFO: Epoch[37] Iter[440/486] Loss: 0.469, Acc: 0.963, Base Lr: 3.13e-04
2024-05-21 12:12:34 transreid.train INFO: Epoch[37] Iter[450/486] Loss: 0.461, Acc: 0.964, Base Lr: 3.13e-04
2024-05-21 12:12:37 transreid.train INFO: Epoch[37] Iter[460/486] Loss: 0.453, Acc: 0.964, Base Lr: 3.13e-04
2024-05-21 12:12:40 transreid.train INFO: Epoch[37] Iter[470/486] Loss: 0.445, Acc: 0.965, Base Lr: 3.13e-04
2024-05-21 12:12:42 transreid.train INFO: Epoch 37 done. Time per epoch: 164.166[s] Speed: 184.8[samples/s]
2024-05-21 12:12:48 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.904, Acc: 0.883, Base Lr: 3.09e-04
2024-05-21 12:12:51 transreid.train INFO: Epoch[38] Iter[20/486] Loss: 1.007, Acc: 0.868, Base Lr: 3.09e-04
2024-05-21 12:12:54 transreid.train INFO: Epoch[38] Iter[30/486] Loss: 0.963, Acc: 0.879, Base Lr: 3.09e-04
2024-05-21 12:12:58 transreid.train INFO: Epoch[38] Iter[40/486] Loss: 0.963, Acc: 0.877, Base Lr: 3.09e-04
2024-05-21 12:13:01 transreid.train INFO: Epoch[38] Iter[50/486] Loss: 0.901, Acc: 0.892, Base Lr: 3.09e-04
2024-05-21 12:13:05 transreid.train INFO: Epoch[38] Iter[60/486] Loss: 0.897, Acc: 0.892, Base Lr: 3.09e-04
2024-05-21 12:13:08 transreid.train INFO: Epoch[38] Iter[70/486] Loss: 0.874, Acc: 0.895, Base Lr: 3.09e-04
2024-05-21 12:13:12 transreid.train INFO: Epoch[38] Iter[80/486] Loss: 0.847, Acc: 0.900, Base Lr: 3.09e-04
2024-05-21 12:13:15 transreid.train INFO: Epoch[38] Iter[90/486] Loss: 0.822, Acc: 0.906, Base Lr: 3.09e-04
2024-05-21 12:13:18 transreid.train INFO: Epoch[38] Iter[100/486] Loss: 0.810, Acc: 0.908, Base Lr: 3.09e-04
2024-05-21 12:13:22 transreid.train INFO: Epoch[38] Iter[110/486] Loss: 0.786, Acc: 0.912, Base Lr: 3.09e-04
2024-05-21 12:13:25 transreid.train INFO: Epoch[38] Iter[120/486] Loss: 0.779, Acc: 0.915, Base Lr: 3.09e-04
2024-05-21 12:13:29 transreid.train INFO: Epoch[38] Iter[130/486] Loss: 0.768, Acc: 0.918, Base Lr: 3.09e-04
2024-05-21 12:13:32 transreid.train INFO: Epoch[38] Iter[140/486] Loss: 0.751, Acc: 0.921, Base Lr: 3.09e-04
2024-05-21 12:13:35 transreid.train INFO: Epoch[38] Iter[150/486] Loss: 0.740, Acc: 0.924, Base Lr: 3.09e-04
2024-05-21 12:13:39 transreid.train INFO: Epoch[38] Iter[160/486] Loss: 0.725, Acc: 0.927, Base Lr: 3.09e-04
2024-05-21 12:13:42 transreid.train INFO: Epoch[38] Iter[170/486] Loss: 0.712, Acc: 0.930, Base Lr: 3.09e-04
2024-05-21 12:13:46 transreid.train INFO: Epoch[38] Iter[180/486] Loss: 0.699, Acc: 0.932, Base Lr: 3.09e-04
2024-05-21 12:13:49 transreid.train INFO: Epoch[38] Iter[190/486] Loss: 0.683, Acc: 0.934, Base Lr: 3.09e-04
2024-05-21 12:13:52 transreid.train INFO: Epoch[38] Iter[200/486] Loss: 0.672, Acc: 0.936, Base Lr: 3.09e-04
2024-05-21 12:13:56 transreid.train INFO: Epoch[38] Iter[210/486] Loss: 0.661, Acc: 0.938, Base Lr: 3.09e-04
2024-05-21 12:13:59 transreid.train INFO: Epoch[38] Iter[220/486] Loss: 0.647, Acc: 0.940, Base Lr: 3.09e-04
2024-05-21 12:14:03 transreid.train INFO: Epoch[38] Iter[230/486] Loss: 0.634, Acc: 0.943, Base Lr: 3.09e-04
2024-05-21 12:14:06 transreid.train INFO: Epoch[38] Iter[240/486] Loss: 0.623, Acc: 0.944, Base Lr: 3.09e-04
2024-05-21 12:14:09 transreid.train INFO: Epoch[38] Iter[250/486] Loss: 0.611, Acc: 0.946, Base Lr: 3.09e-04
2024-05-21 12:14:13 transreid.train INFO: Epoch[38] Iter[260/486] Loss: 0.598, Acc: 0.948, Base Lr: 3.09e-04
2024-05-21 12:14:16 transreid.train INFO: Epoch[38] Iter[270/486] Loss: 0.587, Acc: 0.950, Base Lr: 3.09e-04
2024-05-21 12:14:20 transreid.train INFO: Epoch[38] Iter[280/486] Loss: 0.578, Acc: 0.951, Base Lr: 3.09e-04
2024-05-21 12:14:23 transreid.train INFO: Epoch[38] Iter[290/486] Loss: 0.566, Acc: 0.952, Base Lr: 3.09e-04
2024-05-21 12:14:26 transreid.train INFO: Epoch[38] Iter[300/486] Loss: 0.556, Acc: 0.954, Base Lr: 3.09e-04
2024-05-21 12:14:30 transreid.train INFO: Epoch[38] Iter[310/486] Loss: 0.547, Acc: 0.955, Base Lr: 3.09e-04
2024-05-21 12:14:33 transreid.train INFO: Epoch[38] Iter[320/486] Loss: 0.537, Acc: 0.956, Base Lr: 3.09e-04
2024-05-21 12:14:37 transreid.train INFO: Epoch[38] Iter[330/486] Loss: 0.529, Acc: 0.957, Base Lr: 3.09e-04
2024-05-21 12:14:40 transreid.train INFO: Epoch[38] Iter[340/486] Loss: 0.520, Acc: 0.958, Base Lr: 3.09e-04
2024-05-21 12:14:44 transreid.train INFO: Epoch[38] Iter[350/486] Loss: 0.509, Acc: 0.959, Base Lr: 3.09e-04
2024-05-21 12:14:47 transreid.train INFO: Epoch[38] Iter[360/486] Loss: 0.501, Acc: 0.960, Base Lr: 3.09e-04
2024-05-21 12:14:50 transreid.train INFO: Epoch[38] Iter[370/486] Loss: 0.493, Acc: 0.961, Base Lr: 3.09e-04
2024-05-21 12:14:54 transreid.train INFO: Epoch[38] Iter[380/486] Loss: 0.485, Acc: 0.962, Base Lr: 3.09e-04
2024-05-21 12:14:57 transreid.train INFO: Epoch[38] Iter[390/486] Loss: 0.477, Acc: 0.962, Base Lr: 3.09e-04
2024-05-21 12:15:01 transreid.train INFO: Epoch[38] Iter[400/486] Loss: 0.469, Acc: 0.963, Base Lr: 3.09e-04
2024-05-21 12:15:04 transreid.train INFO: Epoch[38] Iter[410/486] Loss: 0.462, Acc: 0.964, Base Lr: 3.09e-04
2024-05-21 12:15:07 transreid.train INFO: Epoch[38] Iter[420/486] Loss: 0.455, Acc: 0.965, Base Lr: 3.09e-04
2024-05-21 12:15:11 transreid.train INFO: Epoch[38] Iter[430/486] Loss: 0.449, Acc: 0.965, Base Lr: 3.09e-04
2024-05-21 12:15:14 transreid.train INFO: Epoch[38] Iter[440/486] Loss: 0.443, Acc: 0.966, Base Lr: 3.09e-04
2024-05-21 12:15:18 transreid.train INFO: Epoch[38] Iter[450/486] Loss: 0.436, Acc: 0.966, Base Lr: 3.09e-04
2024-05-21 12:15:21 transreid.train INFO: Epoch[38] Iter[460/486] Loss: 0.428, Acc: 0.967, Base Lr: 3.09e-04
2024-05-21 12:15:24 transreid.train INFO: Epoch[38] Iter[470/486] Loss: 0.422, Acc: 0.968, Base Lr: 3.09e-04
2024-05-21 12:15:26 transreid.train INFO: Epoch 38 done. Time per epoch: 164.093[s] Speed: 184.9[samples/s]
2024-05-21 12:15:32 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.967, Acc: 0.870, Base Lr: 3.05e-04
2024-05-21 12:15:35 transreid.train INFO: Epoch[39] Iter[20/486] Loss: 0.961, Acc: 0.869, Base Lr: 3.05e-04
2024-05-21 12:15:39 transreid.train INFO: Epoch[39] Iter[30/486] Loss: 0.886, Acc: 0.881, Base Lr: 3.05e-04
2024-05-21 12:15:42 transreid.train INFO: Epoch[39] Iter[40/486] Loss: 0.856, Acc: 0.888, Base Lr: 3.05e-04
2024-05-21 12:15:45 transreid.train INFO: Epoch[39] Iter[50/486] Loss: 0.814, Acc: 0.896, Base Lr: 3.05e-04
2024-05-21 12:15:49 transreid.train INFO: Epoch[39] Iter[60/486] Loss: 0.791, Acc: 0.903, Base Lr: 3.05e-04
2024-05-21 12:15:52 transreid.train INFO: Epoch[39] Iter[70/486] Loss: 0.772, Acc: 0.908, Base Lr: 3.05e-04
2024-05-21 12:15:56 transreid.train INFO: Epoch[39] Iter[80/486] Loss: 0.758, Acc: 0.915, Base Lr: 3.05e-04
2024-05-21 12:15:59 transreid.train INFO: Epoch[39] Iter[90/486] Loss: 0.739, Acc: 0.921, Base Lr: 3.05e-04
2024-05-21 12:16:03 transreid.train INFO: Epoch[39] Iter[100/486] Loss: 0.720, Acc: 0.924, Base Lr: 3.05e-04
2024-05-21 12:16:06 transreid.train INFO: Epoch[39] Iter[110/486] Loss: 0.699, Acc: 0.927, Base Lr: 3.05e-04
2024-05-21 12:16:09 transreid.train INFO: Epoch[39] Iter[120/486] Loss: 0.689, Acc: 0.928, Base Lr: 3.05e-04
2024-05-21 12:16:13 transreid.train INFO: Epoch[39] Iter[130/486] Loss: 0.675, Acc: 0.929, Base Lr: 3.05e-04
2024-05-21 12:16:16 transreid.train INFO: Epoch[39] Iter[140/486] Loss: 0.666, Acc: 0.932, Base Lr: 3.05e-04
2024-05-21 12:16:20 transreid.train INFO: Epoch[39] Iter[150/486] Loss: 0.656, Acc: 0.935, Base Lr: 3.05e-04
2024-05-21 12:16:23 transreid.train INFO: Epoch[39] Iter[160/486] Loss: 0.646, Acc: 0.937, Base Lr: 3.05e-04
2024-05-21 12:16:26 transreid.train INFO: Epoch[39] Iter[170/486] Loss: 0.631, Acc: 0.939, Base Lr: 3.05e-04
2024-05-21 12:16:30 transreid.train INFO: Epoch[39] Iter[180/486] Loss: 0.621, Acc: 0.941, Base Lr: 3.05e-04
2024-05-21 12:16:33 transreid.train INFO: Epoch[39] Iter[190/486] Loss: 0.610, Acc: 0.943, Base Lr: 3.05e-04
2024-05-21 12:16:37 transreid.train INFO: Epoch[39] Iter[200/486] Loss: 0.602, Acc: 0.944, Base Lr: 3.05e-04
2024-05-21 12:16:40 transreid.train INFO: Epoch[39] Iter[210/486] Loss: 0.592, Acc: 0.945, Base Lr: 3.05e-04
2024-05-21 12:16:43 transreid.train INFO: Epoch[39] Iter[220/486] Loss: 0.580, Acc: 0.947, Base Lr: 3.05e-04
2024-05-21 12:16:47 transreid.train INFO: Epoch[39] Iter[230/486] Loss: 0.569, Acc: 0.949, Base Lr: 3.05e-04
2024-05-21 12:16:50 transreid.train INFO: Epoch[39] Iter[240/486] Loss: 0.560, Acc: 0.951, Base Lr: 3.05e-04
2024-05-21 12:16:54 transreid.train INFO: Epoch[39] Iter[250/486] Loss: 0.552, Acc: 0.952, Base Lr: 3.05e-04
2024-05-21 12:16:57 transreid.train INFO: Epoch[39] Iter[260/486] Loss: 0.544, Acc: 0.953, Base Lr: 3.05e-04
2024-05-21 12:17:00 transreid.train INFO: Epoch[39] Iter[270/486] Loss: 0.538, Acc: 0.954, Base Lr: 3.05e-04
2024-05-21 12:17:04 transreid.train INFO: Epoch[39] Iter[280/486] Loss: 0.532, Acc: 0.955, Base Lr: 3.05e-04
2024-05-21 12:17:07 transreid.train INFO: Epoch[39] Iter[290/486] Loss: 0.522, Acc: 0.956, Base Lr: 3.05e-04
2024-05-21 12:17:11 transreid.train INFO: Epoch[39] Iter[300/486] Loss: 0.514, Acc: 0.957, Base Lr: 3.05e-04
2024-05-21 12:17:14 transreid.train INFO: Epoch[39] Iter[310/486] Loss: 0.507, Acc: 0.958, Base Lr: 3.05e-04
2024-05-21 12:17:17 transreid.train INFO: Epoch[39] Iter[320/486] Loss: 0.498, Acc: 0.959, Base Lr: 3.05e-04
2024-05-21 12:17:21 transreid.train INFO: Epoch[39] Iter[330/486] Loss: 0.490, Acc: 0.960, Base Lr: 3.05e-04
2024-05-21 12:17:24 transreid.train INFO: Epoch[39] Iter[340/486] Loss: 0.482, Acc: 0.961, Base Lr: 3.05e-04
2024-05-21 12:17:28 transreid.train INFO: Epoch[39] Iter[350/486] Loss: 0.473, Acc: 0.962, Base Lr: 3.05e-04
2024-05-21 12:17:31 transreid.train INFO: Epoch[39] Iter[360/486] Loss: 0.466, Acc: 0.963, Base Lr: 3.05e-04
2024-05-21 12:17:35 transreid.train INFO: Epoch[39] Iter[370/486] Loss: 0.456, Acc: 0.964, Base Lr: 3.05e-04
2024-05-21 12:17:38 transreid.train INFO: Epoch[39] Iter[380/486] Loss: 0.448, Acc: 0.965, Base Lr: 3.05e-04
2024-05-21 12:17:41 transreid.train INFO: Epoch[39] Iter[390/486] Loss: 0.440, Acc: 0.966, Base Lr: 3.05e-04
2024-05-21 12:17:45 transreid.train INFO: Epoch[39] Iter[400/486] Loss: 0.433, Acc: 0.966, Base Lr: 3.05e-04
2024-05-21 12:17:48 transreid.train INFO: Epoch[39] Iter[410/486] Loss: 0.425, Acc: 0.967, Base Lr: 3.05e-04
2024-05-21 12:17:52 transreid.train INFO: Epoch[39] Iter[420/486] Loss: 0.418, Acc: 0.968, Base Lr: 3.05e-04
2024-05-21 12:17:55 transreid.train INFO: Epoch[39] Iter[430/486] Loss: 0.411, Acc: 0.968, Base Lr: 3.05e-04
2024-05-21 12:17:58 transreid.train INFO: Epoch[39] Iter[440/486] Loss: 0.404, Acc: 0.969, Base Lr: 3.05e-04
2024-05-21 12:18:02 transreid.train INFO: Epoch[39] Iter[450/486] Loss: 0.396, Acc: 0.970, Base Lr: 3.05e-04
2024-05-21 12:18:05 transreid.train INFO: Epoch[39] Iter[460/486] Loss: 0.389, Acc: 0.970, Base Lr: 3.05e-04
2024-05-21 12:18:09 transreid.train INFO: Epoch[39] Iter[470/486] Loss: 0.382, Acc: 0.971, Base Lr: 3.05e-04
2024-05-21 12:18:10 transreid.train INFO: Epoch 39 done. Time per epoch: 164.182[s] Speed: 184.8[samples/s]
2024-05-21 12:18:16 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.814, Acc: 0.895, Base Lr: 3.00e-04
2024-05-21 12:18:19 transreid.train INFO: Epoch[40] Iter[20/486] Loss: 0.747, Acc: 0.919, Base Lr: 3.00e-04
2024-05-21 12:18:23 transreid.train INFO: Epoch[40] Iter[30/486] Loss: 0.708, Acc: 0.925, Base Lr: 3.00e-04
2024-05-21 12:18:26 transreid.train INFO: Epoch[40] Iter[40/486] Loss: 0.695, Acc: 0.925, Base Lr: 3.00e-04
2024-05-21 12:18:30 transreid.train INFO: Epoch[40] Iter[50/486] Loss: 0.690, Acc: 0.929, Base Lr: 3.00e-04
2024-05-21 12:18:33 transreid.train INFO: Epoch[40] Iter[60/486] Loss: 0.675, Acc: 0.929, Base Lr: 3.00e-04
2024-05-21 12:18:36 transreid.train INFO: Epoch[40] Iter[70/486] Loss: 0.669, Acc: 0.930, Base Lr: 3.00e-04
2024-05-21 12:18:40 transreid.train INFO: Epoch[40] Iter[80/486] Loss: 0.676, Acc: 0.931, Base Lr: 3.00e-04
2024-05-21 12:18:43 transreid.train INFO: Epoch[40] Iter[90/486] Loss: 0.679, Acc: 0.931, Base Lr: 3.00e-04
2024-05-21 12:18:47 transreid.train INFO: Epoch[40] Iter[100/486] Loss: 0.661, Acc: 0.935, Base Lr: 3.00e-04
2024-05-21 12:18:50 transreid.train INFO: Epoch[40] Iter[110/486] Loss: 0.660, Acc: 0.934, Base Lr: 3.00e-04
2024-05-21 12:18:54 transreid.train INFO: Epoch[40] Iter[120/486] Loss: 0.644, Acc: 0.937, Base Lr: 3.00e-04
2024-05-21 12:18:57 transreid.train INFO: Epoch[40] Iter[130/486] Loss: 0.637, Acc: 0.939, Base Lr: 3.00e-04
2024-05-21 12:19:00 transreid.train INFO: Epoch[40] Iter[140/486] Loss: 0.628, Acc: 0.942, Base Lr: 3.00e-04
2024-05-21 12:19:04 transreid.train INFO: Epoch[40] Iter[150/486] Loss: 0.618, Acc: 0.943, Base Lr: 3.00e-04
2024-05-21 12:19:07 transreid.train INFO: Epoch[40] Iter[160/486] Loss: 0.611, Acc: 0.944, Base Lr: 3.00e-04
2024-05-21 12:19:11 transreid.train INFO: Epoch[40] Iter[170/486] Loss: 0.605, Acc: 0.945, Base Lr: 3.00e-04
2024-05-21 12:19:14 transreid.train INFO: Epoch[40] Iter[180/486] Loss: 0.596, Acc: 0.946, Base Lr: 3.00e-04
2024-05-21 12:19:17 transreid.train INFO: Epoch[40] Iter[190/486] Loss: 0.586, Acc: 0.948, Base Lr: 3.00e-04
2024-05-21 12:19:21 transreid.train INFO: Epoch[40] Iter[200/486] Loss: 0.578, Acc: 0.949, Base Lr: 3.00e-04
2024-05-21 12:19:24 transreid.train INFO: Epoch[40] Iter[210/486] Loss: 0.565, Acc: 0.951, Base Lr: 3.00e-04
2024-05-21 12:19:28 transreid.train INFO: Epoch[40] Iter[220/486] Loss: 0.555, Acc: 0.953, Base Lr: 3.00e-04
2024-05-21 12:19:31 transreid.train INFO: Epoch[40] Iter[230/486] Loss: 0.546, Acc: 0.955, Base Lr: 3.00e-04
2024-05-21 12:19:35 transreid.train INFO: Epoch[40] Iter[240/486] Loss: 0.537, Acc: 0.956, Base Lr: 3.00e-04
2024-05-21 12:19:38 transreid.train INFO: Epoch[40] Iter[250/486] Loss: 0.531, Acc: 0.957, Base Lr: 3.00e-04
2024-05-21 12:19:41 transreid.train INFO: Epoch[40] Iter[260/486] Loss: 0.523, Acc: 0.958, Base Lr: 3.00e-04
2024-05-21 12:19:45 transreid.train INFO: Epoch[40] Iter[270/486] Loss: 0.516, Acc: 0.959, Base Lr: 3.00e-04
2024-05-21 12:19:48 transreid.train INFO: Epoch[40] Iter[280/486] Loss: 0.506, Acc: 0.960, Base Lr: 3.00e-04
2024-05-21 12:19:52 transreid.train INFO: Epoch[40] Iter[290/486] Loss: 0.497, Acc: 0.961, Base Lr: 3.00e-04
2024-05-21 12:19:55 transreid.train INFO: Epoch[40] Iter[300/486] Loss: 0.488, Acc: 0.962, Base Lr: 3.00e-04
2024-05-21 12:19:58 transreid.train INFO: Epoch[40] Iter[310/486] Loss: 0.480, Acc: 0.963, Base Lr: 3.00e-04
2024-05-21 12:20:02 transreid.train INFO: Epoch[40] Iter[320/486] Loss: 0.472, Acc: 0.964, Base Lr: 3.00e-04
2024-05-21 12:20:05 transreid.train INFO: Epoch[40] Iter[330/486] Loss: 0.464, Acc: 0.965, Base Lr: 3.00e-04
2024-05-21 12:20:09 transreid.train INFO: Epoch[40] Iter[340/486] Loss: 0.455, Acc: 0.966, Base Lr: 3.00e-04
2024-05-21 12:20:12 transreid.train INFO: Epoch[40] Iter[350/486] Loss: 0.447, Acc: 0.967, Base Lr: 3.00e-04
2024-05-21 12:20:16 transreid.train INFO: Epoch[40] Iter[360/486] Loss: 0.439, Acc: 0.967, Base Lr: 3.00e-04
2024-05-21 12:20:19 transreid.train INFO: Epoch[40] Iter[370/486] Loss: 0.431, Acc: 0.968, Base Lr: 3.00e-04
2024-05-21 12:20:22 transreid.train INFO: Epoch[40] Iter[380/486] Loss: 0.423, Acc: 0.969, Base Lr: 3.00e-04
2024-05-21 12:20:26 transreid.train INFO: Epoch[40] Iter[390/486] Loss: 0.415, Acc: 0.970, Base Lr: 3.00e-04
2024-05-21 12:20:29 transreid.train INFO: Epoch[40] Iter[400/486] Loss: 0.407, Acc: 0.970, Base Lr: 3.00e-04
2024-05-21 12:20:33 transreid.train INFO: Epoch[40] Iter[410/486] Loss: 0.400, Acc: 0.971, Base Lr: 3.00e-04
2024-05-21 12:20:36 transreid.train INFO: Epoch[40] Iter[420/486] Loss: 0.393, Acc: 0.972, Base Lr: 3.00e-04
2024-05-21 12:20:40 transreid.train INFO: Epoch[40] Iter[430/486] Loss: 0.386, Acc: 0.972, Base Lr: 3.00e-04
2024-05-21 12:20:43 transreid.train INFO: Epoch[40] Iter[440/486] Loss: 0.379, Acc: 0.973, Base Lr: 3.00e-04
2024-05-21 12:20:46 transreid.train INFO: Epoch[40] Iter[450/486] Loss: 0.372, Acc: 0.973, Base Lr: 3.00e-04
2024-05-21 12:20:50 transreid.train INFO: Epoch[40] Iter[460/486] Loss: 0.365, Acc: 0.974, Base Lr: 3.00e-04
2024-05-21 12:20:53 transreid.train INFO: Epoch[40] Iter[470/486] Loss: 0.359, Acc: 0.974, Base Lr: 3.00e-04
2024-05-21 12:20:55 transreid.train INFO: Epoch 40 done. Time per epoch: 164.910[s] Speed: 184.3[samples/s]
2024-05-21 12:28:11 transreid.train INFO: Validation Results - Epoch: 40
2024-05-21 12:28:11 transreid.train INFO: mAP: 58.5%
2024-05-21 12:28:11 transreid.train INFO: CMC curve, Rank-1  :80.2%
2024-05-21 12:28:11 transreid.train INFO: CMC curve, Rank-5  :88.7%
2024-05-21 12:28:11 transreid.train INFO: CMC curve, Rank-10 :91.1%
2024-05-21 12:28:18 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.662, Acc: 0.933, Base Lr: 2.96e-04
2024-05-21 12:28:21 transreid.train INFO: Epoch[41] Iter[20/486] Loss: 0.619, Acc: 0.938, Base Lr: 2.96e-04
2024-05-21 12:28:25 transreid.train INFO: Epoch[41] Iter[30/486] Loss: 0.650, Acc: 0.937, Base Lr: 2.96e-04
2024-05-21 12:28:28 transreid.train INFO: Epoch[41] Iter[40/486] Loss: 0.647, Acc: 0.936, Base Lr: 2.96e-04
2024-05-21 12:28:31 transreid.train INFO: Epoch[41] Iter[50/486] Loss: 0.625, Acc: 0.939, Base Lr: 2.96e-04
2024-05-21 12:28:35 transreid.train INFO: Epoch[41] Iter[60/486] Loss: 0.624, Acc: 0.937, Base Lr: 2.96e-04
2024-05-21 12:28:38 transreid.train INFO: Epoch[41] Iter[70/486] Loss: 0.630, Acc: 0.937, Base Lr: 2.96e-04
2024-05-21 12:28:41 transreid.train INFO: Epoch[41] Iter[80/486] Loss: 0.640, Acc: 0.935, Base Lr: 2.96e-04
2024-05-21 12:28:45 transreid.train INFO: Epoch[41] Iter[90/486] Loss: 0.631, Acc: 0.938, Base Lr: 2.96e-04
2024-05-21 12:28:48 transreid.train INFO: Epoch[41] Iter[100/486] Loss: 0.620, Acc: 0.941, Base Lr: 2.96e-04
2024-05-21 12:28:52 transreid.train INFO: Epoch[41] Iter[110/486] Loss: 0.613, Acc: 0.942, Base Lr: 2.96e-04
2024-05-21 12:28:55 transreid.train INFO: Epoch[41] Iter[120/486] Loss: 0.598, Acc: 0.945, Base Lr: 2.96e-04
2024-05-21 12:28:58 transreid.train INFO: Epoch[41] Iter[130/486] Loss: 0.589, Acc: 0.947, Base Lr: 2.96e-04
2024-05-21 12:29:02 transreid.train INFO: Epoch[41] Iter[140/486] Loss: 0.587, Acc: 0.947, Base Lr: 2.96e-04
2024-05-21 12:29:05 transreid.train INFO: Epoch[41] Iter[150/486] Loss: 0.572, Acc: 0.949, Base Lr: 2.96e-04
2024-05-21 12:29:09 transreid.train INFO: Epoch[41] Iter[160/486] Loss: 0.559, Acc: 0.951, Base Lr: 2.96e-04
2024-05-21 12:29:12 transreid.train INFO: Epoch[41] Iter[170/486] Loss: 0.552, Acc: 0.952, Base Lr: 2.96e-04
2024-05-21 12:29:15 transreid.train INFO: Epoch[41] Iter[180/486] Loss: 0.544, Acc: 0.954, Base Lr: 2.96e-04
2024-05-21 12:29:19 transreid.train INFO: Epoch[41] Iter[190/486] Loss: 0.534, Acc: 0.956, Base Lr: 2.96e-04
2024-05-21 12:29:22 transreid.train INFO: Epoch[41] Iter[200/486] Loss: 0.524, Acc: 0.957, Base Lr: 2.96e-04
2024-05-21 12:29:26 transreid.train INFO: Epoch[41] Iter[210/486] Loss: 0.515, Acc: 0.958, Base Lr: 2.96e-04
2024-05-21 12:29:29 transreid.train INFO: Epoch[41] Iter[220/486] Loss: 0.510, Acc: 0.958, Base Lr: 2.96e-04
2024-05-21 12:29:32 transreid.train INFO: Epoch[41] Iter[230/486] Loss: 0.499, Acc: 0.960, Base Lr: 2.96e-04
2024-05-21 12:29:36 transreid.train INFO: Epoch[41] Iter[240/486] Loss: 0.490, Acc: 0.961, Base Lr: 2.96e-04
2024-05-21 12:29:39 transreid.train INFO: Epoch[41] Iter[250/486] Loss: 0.483, Acc: 0.962, Base Lr: 2.96e-04
2024-05-21 12:29:42 transreid.train INFO: Epoch[41] Iter[260/486] Loss: 0.476, Acc: 0.963, Base Lr: 2.96e-04
2024-05-21 12:29:46 transreid.train INFO: Epoch[41] Iter[270/486] Loss: 0.469, Acc: 0.964, Base Lr: 2.96e-04
2024-05-21 12:29:49 transreid.train INFO: Epoch[41] Iter[280/486] Loss: 0.462, Acc: 0.965, Base Lr: 2.96e-04
2024-05-21 12:29:53 transreid.train INFO: Epoch[41] Iter[290/486] Loss: 0.455, Acc: 0.966, Base Lr: 2.96e-04
2024-05-21 12:29:56 transreid.train INFO: Epoch[41] Iter[300/486] Loss: 0.447, Acc: 0.967, Base Lr: 2.96e-04
2024-05-21 12:29:59 transreid.train INFO: Epoch[41] Iter[310/486] Loss: 0.441, Acc: 0.967, Base Lr: 2.96e-04
2024-05-21 12:30:03 transreid.train INFO: Epoch[41] Iter[320/486] Loss: 0.433, Acc: 0.968, Base Lr: 2.96e-04
2024-05-21 12:30:06 transreid.train INFO: Epoch[41] Iter[330/486] Loss: 0.427, Acc: 0.969, Base Lr: 2.96e-04
2024-05-21 12:30:10 transreid.train INFO: Epoch[41] Iter[340/486] Loss: 0.420, Acc: 0.969, Base Lr: 2.96e-04
2024-05-21 12:30:13 transreid.train INFO: Epoch[41] Iter[350/486] Loss: 0.414, Acc: 0.970, Base Lr: 2.96e-04
2024-05-21 12:30:16 transreid.train INFO: Epoch[41] Iter[360/486] Loss: 0.407, Acc: 0.971, Base Lr: 2.96e-04
2024-05-21 12:30:20 transreid.train INFO: Epoch[41] Iter[370/486] Loss: 0.400, Acc: 0.971, Base Lr: 2.96e-04
2024-05-21 12:30:23 transreid.train INFO: Epoch[41] Iter[380/486] Loss: 0.393, Acc: 0.972, Base Lr: 2.96e-04
2024-05-21 12:30:26 transreid.train INFO: Epoch[41] Iter[390/486] Loss: 0.387, Acc: 0.972, Base Lr: 2.96e-04
2024-05-21 12:30:30 transreid.train INFO: Epoch[41] Iter[400/486] Loss: 0.382, Acc: 0.973, Base Lr: 2.96e-04
2024-05-21 12:30:33 transreid.train INFO: Epoch[41] Iter[410/486] Loss: 0.376, Acc: 0.973, Base Lr: 2.96e-04
2024-05-21 12:30:37 transreid.train INFO: Epoch[41] Iter[420/486] Loss: 0.370, Acc: 0.974, Base Lr: 2.96e-04
2024-05-21 12:30:40 transreid.train INFO: Epoch[41] Iter[430/486] Loss: 0.364, Acc: 0.974, Base Lr: 2.96e-04
2024-05-21 12:30:43 transreid.train INFO: Epoch[41] Iter[440/486] Loss: 0.358, Acc: 0.975, Base Lr: 2.96e-04
2024-05-21 12:30:47 transreid.train INFO: Epoch[41] Iter[450/486] Loss: 0.351, Acc: 0.975, Base Lr: 2.96e-04
2024-05-21 12:30:50 transreid.train INFO: Epoch[41] Iter[460/486] Loss: 0.346, Acc: 0.976, Base Lr: 2.96e-04
2024-05-21 12:30:54 transreid.train INFO: Epoch[41] Iter[470/486] Loss: 0.340, Acc: 0.976, Base Lr: 2.96e-04
2024-05-21 12:30:56 transreid.train INFO: Epoch 41 done. Time per epoch: 165.007[s] Speed: 184.2[samples/s]
2024-05-21 12:31:03 transreid.train INFO: Epoch[42] Iter[10/486] Loss: 0.590, Acc: 0.955, Base Lr: 2.91e-04
2024-05-21 12:31:06 transreid.train INFO: Epoch[42] Iter[20/486] Loss: 0.613, Acc: 0.946, Base Lr: 2.91e-04
2024-05-21 12:31:09 transreid.train INFO: Epoch[42] Iter[30/486] Loss: 0.637, Acc: 0.936, Base Lr: 2.91e-04
2024-05-21 12:31:13 transreid.train INFO: Epoch[42] Iter[40/486] Loss: 0.632, Acc: 0.934, Base Lr: 2.91e-04
2024-05-21 12:31:16 transreid.train INFO: Epoch[42] Iter[50/486] Loss: 0.635, Acc: 0.934, Base Lr: 2.91e-04
2024-05-21 12:31:20 transreid.train INFO: Epoch[42] Iter[60/486] Loss: 0.605, Acc: 0.940, Base Lr: 2.91e-04
2024-05-21 12:31:23 transreid.train INFO: Epoch[42] Iter[70/486] Loss: 0.614, Acc: 0.935, Base Lr: 2.91e-04
2024-05-21 12:31:26 transreid.train INFO: Epoch[42] Iter[80/486] Loss: 0.606, Acc: 0.936, Base Lr: 2.91e-04
2024-05-21 12:31:30 transreid.train INFO: Epoch[42] Iter[90/486] Loss: 0.585, Acc: 0.940, Base Lr: 2.91e-04
2024-05-21 12:31:33 transreid.train INFO: Epoch[42] Iter[100/486] Loss: 0.583, Acc: 0.942, Base Lr: 2.91e-04
2024-05-21 12:31:37 transreid.train INFO: Epoch[42] Iter[110/486] Loss: 0.575, Acc: 0.944, Base Lr: 2.91e-04
2024-05-21 12:31:40 transreid.train INFO: Epoch[42] Iter[120/486] Loss: 0.565, Acc: 0.946, Base Lr: 2.91e-04
2024-05-21 12:31:43 transreid.train INFO: Epoch[42] Iter[130/486] Loss: 0.551, Acc: 0.949, Base Lr: 2.91e-04
2024-05-21 12:31:47 transreid.train INFO: Epoch[42] Iter[140/486] Loss: 0.542, Acc: 0.951, Base Lr: 2.91e-04
2024-05-21 12:31:50 transreid.train INFO: Epoch[42] Iter[150/486] Loss: 0.536, Acc: 0.951, Base Lr: 2.91e-04
2024-05-21 12:31:54 transreid.train INFO: Epoch[42] Iter[160/486] Loss: 0.527, Acc: 0.953, Base Lr: 2.91e-04
2024-05-21 12:31:57 transreid.train INFO: Epoch[42] Iter[170/486] Loss: 0.517, Acc: 0.954, Base Lr: 2.91e-04
2024-05-21 12:32:00 transreid.train INFO: Epoch[42] Iter[180/486] Loss: 0.503, Acc: 0.956, Base Lr: 2.91e-04
2024-05-21 12:32:04 transreid.train INFO: Epoch[42] Iter[190/486] Loss: 0.489, Acc: 0.958, Base Lr: 2.91e-04
2024-05-21 12:32:07 transreid.train INFO: Epoch[42] Iter[200/486] Loss: 0.482, Acc: 0.960, Base Lr: 2.91e-04
2024-05-21 12:32:11 transreid.train INFO: Epoch[42] Iter[210/486] Loss: 0.474, Acc: 0.961, Base Lr: 2.91e-04
2024-05-21 12:32:14 transreid.train INFO: Epoch[42] Iter[220/486] Loss: 0.468, Acc: 0.962, Base Lr: 2.91e-04
2024-05-21 12:32:17 transreid.train INFO: Epoch[42] Iter[230/486] Loss: 0.459, Acc: 0.963, Base Lr: 2.91e-04
2024-05-21 12:32:21 transreid.train INFO: Epoch[42] Iter[240/486] Loss: 0.450, Acc: 0.965, Base Lr: 2.91e-04
2024-05-21 12:32:24 transreid.train INFO: Epoch[42] Iter[250/486] Loss: 0.443, Acc: 0.966, Base Lr: 2.91e-04
2024-05-21 12:32:28 transreid.train INFO: Epoch[42] Iter[260/486] Loss: 0.439, Acc: 0.966, Base Lr: 2.91e-04
2024-05-21 12:32:31 transreid.train INFO: Epoch[42] Iter[270/486] Loss: 0.432, Acc: 0.967, Base Lr: 2.91e-04
2024-05-21 12:32:34 transreid.train INFO: Epoch[42] Iter[280/486] Loss: 0.424, Acc: 0.968, Base Lr: 2.91e-04
2024-05-21 12:32:38 transreid.train INFO: Epoch[42] Iter[290/486] Loss: 0.417, Acc: 0.969, Base Lr: 2.91e-04
2024-05-21 12:32:41 transreid.train INFO: Epoch[42] Iter[300/486] Loss: 0.411, Acc: 0.970, Base Lr: 2.91e-04
2024-05-21 12:32:44 transreid.train INFO: Epoch[42] Iter[310/486] Loss: 0.404, Acc: 0.970, Base Lr: 2.91e-04
2024-05-21 12:32:48 transreid.train INFO: Epoch[42] Iter[320/486] Loss: 0.398, Acc: 0.971, Base Lr: 2.91e-04
2024-05-21 12:32:51 transreid.train INFO: Epoch[42] Iter[330/486] Loss: 0.391, Acc: 0.972, Base Lr: 2.91e-04
2024-05-21 12:32:55 transreid.train INFO: Epoch[42] Iter[340/486] Loss: 0.384, Acc: 0.973, Base Lr: 2.91e-04
2024-05-21 12:32:58 transreid.train INFO: Epoch[42] Iter[350/486] Loss: 0.376, Acc: 0.973, Base Lr: 2.91e-04
2024-05-21 12:33:01 transreid.train INFO: Epoch[42] Iter[360/486] Loss: 0.370, Acc: 0.974, Base Lr: 2.91e-04
2024-05-21 12:33:05 transreid.train INFO: Epoch[42] Iter[370/486] Loss: 0.364, Acc: 0.974, Base Lr: 2.91e-04
2024-05-21 12:33:08 transreid.train INFO: Epoch[42] Iter[380/486] Loss: 0.357, Acc: 0.975, Base Lr: 2.91e-04
2024-05-21 12:33:11 transreid.train INFO: Epoch[42] Iter[390/486] Loss: 0.351, Acc: 0.976, Base Lr: 2.91e-04
2024-05-21 12:33:15 transreid.train INFO: Epoch[42] Iter[400/486] Loss: 0.344, Acc: 0.976, Base Lr: 2.91e-04
2024-05-21 12:33:18 transreid.train INFO: Epoch[42] Iter[410/486] Loss: 0.338, Acc: 0.977, Base Lr: 2.91e-04
2024-05-21 12:33:22 transreid.train INFO: Epoch[42] Iter[420/486] Loss: 0.332, Acc: 0.977, Base Lr: 2.91e-04
2024-05-21 12:33:25 transreid.train INFO: Epoch[42] Iter[430/486] Loss: 0.326, Acc: 0.978, Base Lr: 2.91e-04
2024-05-21 12:33:28 transreid.train INFO: Epoch[42] Iter[440/486] Loss: 0.320, Acc: 0.978, Base Lr: 2.91e-04
2024-05-21 12:33:32 transreid.train INFO: Epoch[42] Iter[450/486] Loss: 0.314, Acc: 0.979, Base Lr: 2.91e-04
2024-05-21 12:33:35 transreid.train INFO: Epoch[42] Iter[460/486] Loss: 0.308, Acc: 0.979, Base Lr: 2.91e-04
2024-05-21 12:33:39 transreid.train INFO: Epoch[42] Iter[470/486] Loss: 0.304, Acc: 0.979, Base Lr: 2.91e-04
2024-05-21 12:33:40 transreid.train INFO: Epoch 42 done. Time per epoch: 164.533[s] Speed: 184.4[samples/s]
2024-05-21 12:33:47 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.673, Acc: 0.931, Base Lr: 2.86e-04
2024-05-21 12:33:51 transreid.train INFO: Epoch[43] Iter[20/486] Loss: 0.603, Acc: 0.938, Base Lr: 2.86e-04
2024-05-21 12:33:54 transreid.train INFO: Epoch[43] Iter[30/486] Loss: 0.606, Acc: 0.934, Base Lr: 2.86e-04
2024-05-21 12:33:57 transreid.train INFO: Epoch[43] Iter[40/486] Loss: 0.611, Acc: 0.930, Base Lr: 2.86e-04
2024-05-21 12:34:01 transreid.train INFO: Epoch[43] Iter[50/486] Loss: 0.578, Acc: 0.938, Base Lr: 2.86e-04
2024-05-21 12:34:04 transreid.train INFO: Epoch[43] Iter[60/486] Loss: 0.554, Acc: 0.944, Base Lr: 2.86e-04
2024-05-21 12:34:08 transreid.train INFO: Epoch[43] Iter[70/486] Loss: 0.541, Acc: 0.946, Base Lr: 2.86e-04
2024-05-21 12:34:11 transreid.train INFO: Epoch[43] Iter[80/486] Loss: 0.539, Acc: 0.948, Base Lr: 2.86e-04
2024-05-21 12:34:15 transreid.train INFO: Epoch[43] Iter[90/486] Loss: 0.520, Acc: 0.952, Base Lr: 2.86e-04
2024-05-21 12:34:18 transreid.train INFO: Epoch[43] Iter[100/486] Loss: 0.517, Acc: 0.953, Base Lr: 2.86e-04
2024-05-21 12:34:21 transreid.train INFO: Epoch[43] Iter[110/486] Loss: 0.516, Acc: 0.954, Base Lr: 2.86e-04
2024-05-21 12:34:25 transreid.train INFO: Epoch[43] Iter[120/486] Loss: 0.509, Acc: 0.955, Base Lr: 2.86e-04
2024-05-21 12:34:28 transreid.train INFO: Epoch[43] Iter[130/486] Loss: 0.504, Acc: 0.956, Base Lr: 2.86e-04
2024-05-21 12:34:32 transreid.train INFO: Epoch[43] Iter[140/486] Loss: 0.493, Acc: 0.958, Base Lr: 2.86e-04
2024-05-21 12:34:35 transreid.train INFO: Epoch[43] Iter[150/486] Loss: 0.483, Acc: 0.960, Base Lr: 2.86e-04
2024-05-21 12:34:39 transreid.train INFO: Epoch[43] Iter[160/486] Loss: 0.472, Acc: 0.962, Base Lr: 2.86e-04
2024-05-21 12:34:42 transreid.train INFO: Epoch[43] Iter[170/486] Loss: 0.465, Acc: 0.962, Base Lr: 2.86e-04
2024-05-21 12:34:45 transreid.train INFO: Epoch[43] Iter[180/486] Loss: 0.457, Acc: 0.963, Base Lr: 2.86e-04
2024-05-21 12:34:49 transreid.train INFO: Epoch[43] Iter[190/486] Loss: 0.447, Acc: 0.965, Base Lr: 2.86e-04
2024-05-21 12:34:52 transreid.train INFO: Epoch[43] Iter[200/486] Loss: 0.439, Acc: 0.966, Base Lr: 2.86e-04
2024-05-21 12:34:56 transreid.train INFO: Epoch[43] Iter[210/486] Loss: 0.433, Acc: 0.967, Base Lr: 2.86e-04
2024-05-21 12:34:59 transreid.train INFO: Epoch[43] Iter[220/486] Loss: 0.424, Acc: 0.968, Base Lr: 2.86e-04
2024-05-21 12:35:02 transreid.train INFO: Epoch[43] Iter[230/486] Loss: 0.419, Acc: 0.969, Base Lr: 2.86e-04
2024-05-21 12:35:06 transreid.train INFO: Epoch[43] Iter[240/486] Loss: 0.413, Acc: 0.970, Base Lr: 2.86e-04
2024-05-21 12:35:09 transreid.train INFO: Epoch[43] Iter[250/486] Loss: 0.405, Acc: 0.971, Base Lr: 2.86e-04
2024-05-21 12:35:13 transreid.train INFO: Epoch[43] Iter[260/486] Loss: 0.398, Acc: 0.972, Base Lr: 2.86e-04
2024-05-21 12:35:16 transreid.train INFO: Epoch[43] Iter[270/486] Loss: 0.390, Acc: 0.973, Base Lr: 2.86e-04
2024-05-21 12:35:19 transreid.train INFO: Epoch[43] Iter[280/486] Loss: 0.382, Acc: 0.974, Base Lr: 2.86e-04
2024-05-21 12:35:23 transreid.train INFO: Epoch[43] Iter[290/486] Loss: 0.376, Acc: 0.974, Base Lr: 2.86e-04
2024-05-21 12:35:26 transreid.train INFO: Epoch[43] Iter[300/486] Loss: 0.368, Acc: 0.975, Base Lr: 2.86e-04
2024-05-21 12:35:30 transreid.train INFO: Epoch[43] Iter[310/486] Loss: 0.364, Acc: 0.976, Base Lr: 2.86e-04
2024-05-21 12:35:33 transreid.train INFO: Epoch[43] Iter[320/486] Loss: 0.358, Acc: 0.976, Base Lr: 2.86e-04
2024-05-21 12:35:36 transreid.train INFO: Epoch[43] Iter[330/486] Loss: 0.353, Acc: 0.976, Base Lr: 2.86e-04
2024-05-21 12:35:40 transreid.train INFO: Epoch[43] Iter[340/486] Loss: 0.347, Acc: 0.977, Base Lr: 2.86e-04
2024-05-21 12:35:43 transreid.train INFO: Epoch[43] Iter[350/486] Loss: 0.342, Acc: 0.977, Base Lr: 2.86e-04
2024-05-21 12:35:47 transreid.train INFO: Epoch[43] Iter[360/486] Loss: 0.336, Acc: 0.978, Base Lr: 2.86e-04
2024-05-21 12:35:50 transreid.train INFO: Epoch[43] Iter[370/486] Loss: 0.331, Acc: 0.978, Base Lr: 2.86e-04
2024-05-21 12:35:54 transreid.train INFO: Epoch[43] Iter[380/486] Loss: 0.327, Acc: 0.979, Base Lr: 2.86e-04
2024-05-21 12:35:57 transreid.train INFO: Epoch[43] Iter[390/486] Loss: 0.322, Acc: 0.979, Base Lr: 2.86e-04
2024-05-21 12:36:00 transreid.train INFO: Epoch[43] Iter[400/486] Loss: 0.317, Acc: 0.979, Base Lr: 2.86e-04
2024-05-21 12:36:04 transreid.train INFO: Epoch[43] Iter[410/486] Loss: 0.312, Acc: 0.980, Base Lr: 2.86e-04
2024-05-21 12:36:07 transreid.train INFO: Epoch[43] Iter[420/486] Loss: 0.307, Acc: 0.980, Base Lr: 2.86e-04
2024-05-21 12:36:11 transreid.train INFO: Epoch[43] Iter[430/486] Loss: 0.302, Acc: 0.980, Base Lr: 2.86e-04
2024-05-21 12:36:14 transreid.train INFO: Epoch[43] Iter[440/486] Loss: 0.297, Acc: 0.981, Base Lr: 2.86e-04
2024-05-21 12:36:18 transreid.train INFO: Epoch[43] Iter[450/486] Loss: 0.291, Acc: 0.981, Base Lr: 2.86e-04
2024-05-21 12:36:21 transreid.train INFO: Epoch[43] Iter[460/486] Loss: 0.287, Acc: 0.981, Base Lr: 2.86e-04
2024-05-21 12:36:24 transreid.train INFO: Epoch[43] Iter[470/486] Loss: 0.282, Acc: 0.982, Base Lr: 2.86e-04
2024-05-21 12:36:26 transreid.train INFO: Epoch 43 done. Time per epoch: 165.824[s] Speed: 182.9[samples/s]
2024-05-21 12:36:33 transreid.train INFO: Epoch[44] Iter[10/486] Loss: 0.501, Acc: 0.953, Base Lr: 2.82e-04
2024-05-21 12:36:36 transreid.train INFO: Epoch[44] Iter[20/486] Loss: 0.522, Acc: 0.947, Base Lr: 2.82e-04
2024-05-21 12:36:40 transreid.train INFO: Epoch[44] Iter[30/486] Loss: 0.560, Acc: 0.939, Base Lr: 2.82e-04
2024-05-21 12:36:43 transreid.train INFO: Epoch[44] Iter[40/486] Loss: 0.520, Acc: 0.946, Base Lr: 2.82e-04
2024-05-21 12:36:47 transreid.train INFO: Epoch[44] Iter[50/486] Loss: 0.503, Acc: 0.949, Base Lr: 2.82e-04
2024-05-21 12:36:50 transreid.train INFO: Epoch[44] Iter[60/486] Loss: 0.495, Acc: 0.952, Base Lr: 2.82e-04
2024-05-21 12:36:54 transreid.train INFO: Epoch[44] Iter[70/486] Loss: 0.481, Acc: 0.956, Base Lr: 2.82e-04
2024-05-21 12:36:57 transreid.train INFO: Epoch[44] Iter[80/486] Loss: 0.481, Acc: 0.957, Base Lr: 2.82e-04
2024-05-21 12:37:00 transreid.train INFO: Epoch[44] Iter[90/486] Loss: 0.476, Acc: 0.958, Base Lr: 2.82e-04
2024-05-21 12:37:04 transreid.train INFO: Epoch[44] Iter[100/486] Loss: 0.475, Acc: 0.958, Base Lr: 2.82e-04
2024-05-21 12:37:07 transreid.train INFO: Epoch[44] Iter[110/486] Loss: 0.465, Acc: 0.961, Base Lr: 2.82e-04
2024-05-21 12:37:11 transreid.train INFO: Epoch[44] Iter[120/486] Loss: 0.462, Acc: 0.962, Base Lr: 2.82e-04
2024-05-21 12:37:14 transreid.train INFO: Epoch[44] Iter[130/486] Loss: 0.455, Acc: 0.963, Base Lr: 2.82e-04
2024-05-21 12:37:17 transreid.train INFO: Epoch[44] Iter[140/486] Loss: 0.446, Acc: 0.965, Base Lr: 2.82e-04
2024-05-21 12:37:21 transreid.train INFO: Epoch[44] Iter[150/486] Loss: 0.440, Acc: 0.966, Base Lr: 2.82e-04
2024-05-21 12:37:24 transreid.train INFO: Epoch[44] Iter[160/486] Loss: 0.435, Acc: 0.967, Base Lr: 2.82e-04
2024-05-21 12:37:28 transreid.train INFO: Epoch[44] Iter[170/486] Loss: 0.432, Acc: 0.968, Base Lr: 2.82e-04
2024-05-21 12:37:31 transreid.train INFO: Epoch[44] Iter[180/486] Loss: 0.423, Acc: 0.969, Base Lr: 2.82e-04
2024-05-21 12:37:35 transreid.train INFO: Epoch[44] Iter[190/486] Loss: 0.423, Acc: 0.969, Base Lr: 2.82e-04
2024-05-21 12:37:38 transreid.train INFO: Epoch[44] Iter[200/486] Loss: 0.416, Acc: 0.970, Base Lr: 2.82e-04
2024-05-21 12:37:41 transreid.train INFO: Epoch[44] Iter[210/486] Loss: 0.411, Acc: 0.970, Base Lr: 2.82e-04
2024-05-21 12:37:45 transreid.train INFO: Epoch[44] Iter[220/486] Loss: 0.405, Acc: 0.971, Base Lr: 2.82e-04
2024-05-21 12:37:48 transreid.train INFO: Epoch[44] Iter[230/486] Loss: 0.398, Acc: 0.972, Base Lr: 2.82e-04
2024-05-21 12:37:52 transreid.train INFO: Epoch[44] Iter[240/486] Loss: 0.392, Acc: 0.973, Base Lr: 2.82e-04
2024-05-21 12:37:55 transreid.train INFO: Epoch[44] Iter[250/486] Loss: 0.385, Acc: 0.974, Base Lr: 2.82e-04
2024-05-21 12:37:58 transreid.train INFO: Epoch[44] Iter[260/486] Loss: 0.380, Acc: 0.974, Base Lr: 2.82e-04
2024-05-21 12:38:02 transreid.train INFO: Epoch[44] Iter[270/486] Loss: 0.376, Acc: 0.974, Base Lr: 2.82e-04
2024-05-21 12:38:05 transreid.train INFO: Epoch[44] Iter[280/486] Loss: 0.369, Acc: 0.975, Base Lr: 2.82e-04
2024-05-21 12:38:09 transreid.train INFO: Epoch[44] Iter[290/486] Loss: 0.364, Acc: 0.976, Base Lr: 2.82e-04
2024-05-21 12:38:12 transreid.train INFO: Epoch[44] Iter[300/486] Loss: 0.358, Acc: 0.976, Base Lr: 2.82e-04
2024-05-21 12:38:16 transreid.train INFO: Epoch[44] Iter[310/486] Loss: 0.351, Acc: 0.977, Base Lr: 2.82e-04
2024-05-21 12:38:19 transreid.train INFO: Epoch[44] Iter[320/486] Loss: 0.346, Acc: 0.978, Base Lr: 2.82e-04
2024-05-21 12:38:22 transreid.train INFO: Epoch[44] Iter[330/486] Loss: 0.341, Acc: 0.978, Base Lr: 2.82e-04
2024-05-21 12:38:26 transreid.train INFO: Epoch[44] Iter[340/486] Loss: 0.334, Acc: 0.978, Base Lr: 2.82e-04
2024-05-21 12:38:29 transreid.train INFO: Epoch[44] Iter[350/486] Loss: 0.329, Acc: 0.979, Base Lr: 2.82e-04
2024-05-21 12:38:33 transreid.train INFO: Epoch[44] Iter[360/486] Loss: 0.324, Acc: 0.979, Base Lr: 2.82e-04
2024-05-21 12:38:36 transreid.train INFO: Epoch[44] Iter[370/486] Loss: 0.319, Acc: 0.980, Base Lr: 2.82e-04
2024-05-21 12:38:40 transreid.train INFO: Epoch[44] Iter[380/486] Loss: 0.312, Acc: 0.980, Base Lr: 2.82e-04
2024-05-21 12:38:43 transreid.train INFO: Epoch[44] Iter[390/486] Loss: 0.307, Acc: 0.980, Base Lr: 2.82e-04
2024-05-21 12:38:46 transreid.train INFO: Epoch[44] Iter[400/486] Loss: 0.301, Acc: 0.981, Base Lr: 2.82e-04
2024-05-21 12:38:50 transreid.train INFO: Epoch[44] Iter[410/486] Loss: 0.296, Acc: 0.981, Base Lr: 2.82e-04
2024-05-21 12:38:53 transreid.train INFO: Epoch[44] Iter[420/486] Loss: 0.291, Acc: 0.981, Base Lr: 2.82e-04
2024-05-21 12:38:57 transreid.train INFO: Epoch[44] Iter[430/486] Loss: 0.286, Acc: 0.982, Base Lr: 2.82e-04
2024-05-21 12:39:00 transreid.train INFO: Epoch[44] Iter[440/486] Loss: 0.281, Acc: 0.982, Base Lr: 2.82e-04
2024-05-21 12:39:03 transreid.train INFO: Epoch[44] Iter[450/486] Loss: 0.276, Acc: 0.982, Base Lr: 2.82e-04
2024-05-21 12:39:07 transreid.train INFO: Epoch[44] Iter[460/486] Loss: 0.271, Acc: 0.983, Base Lr: 2.82e-04
2024-05-21 12:39:10 transreid.train INFO: Epoch[44] Iter[470/486] Loss: 0.266, Acc: 0.983, Base Lr: 2.82e-04
2024-05-21 12:39:12 transreid.train INFO: Epoch 44 done. Time per epoch: 166.202[s] Speed: 182.9[samples/s]
2024-05-21 12:39:19 transreid.train INFO: Epoch[45] Iter[10/486] Loss: 0.554, Acc: 0.936, Base Lr: 2.77e-04
2024-05-21 12:39:23 transreid.train INFO: Epoch[45] Iter[20/486] Loss: 0.595, Acc: 0.930, Base Lr: 2.77e-04
2024-05-21 12:39:26 transreid.train INFO: Epoch[45] Iter[30/486] Loss: 0.573, Acc: 0.940, Base Lr: 2.77e-04
2024-05-21 12:39:30 transreid.train INFO: Epoch[45] Iter[40/486] Loss: 0.532, Acc: 0.948, Base Lr: 2.77e-04
2024-05-21 12:39:33 transreid.train INFO: Epoch[45] Iter[50/486] Loss: 0.542, Acc: 0.948, Base Lr: 2.77e-04
2024-05-21 12:39:36 transreid.train INFO: Epoch[45] Iter[60/486] Loss: 0.511, Acc: 0.954, Base Lr: 2.77e-04
2024-05-21 12:39:40 transreid.train INFO: Epoch[45] Iter[70/486] Loss: 0.500, Acc: 0.957, Base Lr: 2.77e-04
2024-05-21 12:39:43 transreid.train INFO: Epoch[45] Iter[80/486] Loss: 0.488, Acc: 0.960, Base Lr: 2.77e-04
2024-05-21 12:39:47 transreid.train INFO: Epoch[45] Iter[90/486] Loss: 0.487, Acc: 0.960, Base Lr: 2.77e-04
2024-05-21 12:39:50 transreid.train INFO: Epoch[45] Iter[100/486] Loss: 0.481, Acc: 0.962, Base Lr: 2.77e-04
2024-05-21 12:39:54 transreid.train INFO: Epoch[45] Iter[110/486] Loss: 0.477, Acc: 0.963, Base Lr: 2.77e-04
2024-05-21 12:39:57 transreid.train INFO: Epoch[45] Iter[120/486] Loss: 0.473, Acc: 0.964, Base Lr: 2.77e-04
2024-05-21 12:40:00 transreid.train INFO: Epoch[45] Iter[130/486] Loss: 0.464, Acc: 0.966, Base Lr: 2.77e-04
2024-05-21 12:40:04 transreid.train INFO: Epoch[45] Iter[140/486] Loss: 0.454, Acc: 0.968, Base Lr: 2.77e-04
2024-05-21 12:40:07 transreid.train INFO: Epoch[45] Iter[150/486] Loss: 0.445, Acc: 0.969, Base Lr: 2.77e-04
2024-05-21 12:40:11 transreid.train INFO: Epoch[45] Iter[160/486] Loss: 0.441, Acc: 0.970, Base Lr: 2.77e-04
2024-05-21 12:40:14 transreid.train INFO: Epoch[45] Iter[170/486] Loss: 0.432, Acc: 0.971, Base Lr: 2.77e-04
2024-05-21 12:40:18 transreid.train INFO: Epoch[45] Iter[180/486] Loss: 0.422, Acc: 0.972, Base Lr: 2.77e-04
2024-05-21 12:40:21 transreid.train INFO: Epoch[45] Iter[190/486] Loss: 0.414, Acc: 0.973, Base Lr: 2.77e-04
2024-05-21 12:40:24 transreid.train INFO: Epoch[45] Iter[200/486] Loss: 0.408, Acc: 0.973, Base Lr: 2.77e-04
2024-05-21 12:40:28 transreid.train INFO: Epoch[45] Iter[210/486] Loss: 0.404, Acc: 0.973, Base Lr: 2.77e-04
2024-05-21 12:40:31 transreid.train INFO: Epoch[45] Iter[220/486] Loss: 0.397, Acc: 0.974, Base Lr: 2.77e-04
2024-05-21 12:40:35 transreid.train INFO: Epoch[45] Iter[230/486] Loss: 0.391, Acc: 0.974, Base Lr: 2.77e-04
2024-05-21 12:40:38 transreid.train INFO: Epoch[45] Iter[240/486] Loss: 0.385, Acc: 0.975, Base Lr: 2.77e-04
2024-05-21 12:40:42 transreid.train INFO: Epoch[45] Iter[250/486] Loss: 0.379, Acc: 0.975, Base Lr: 2.77e-04
2024-05-21 12:40:45 transreid.train INFO: Epoch[45] Iter[260/486] Loss: 0.375, Acc: 0.975, Base Lr: 2.77e-04
2024-05-21 12:40:48 transreid.train INFO: Epoch[45] Iter[270/486] Loss: 0.370, Acc: 0.976, Base Lr: 2.77e-04
2024-05-21 12:40:52 transreid.train INFO: Epoch[45] Iter[280/486] Loss: 0.364, Acc: 0.977, Base Lr: 2.77e-04
2024-05-21 12:40:55 transreid.train INFO: Epoch[45] Iter[290/486] Loss: 0.358, Acc: 0.977, Base Lr: 2.77e-04
2024-05-21 12:40:59 transreid.train INFO: Epoch[45] Iter[300/486] Loss: 0.352, Acc: 0.978, Base Lr: 2.77e-04
2024-05-21 12:41:02 transreid.train INFO: Epoch[45] Iter[310/486] Loss: 0.346, Acc: 0.978, Base Lr: 2.77e-04
2024-05-21 12:41:06 transreid.train INFO: Epoch[45] Iter[320/486] Loss: 0.341, Acc: 0.979, Base Lr: 2.77e-04
2024-05-21 12:41:09 transreid.train INFO: Epoch[45] Iter[330/486] Loss: 0.335, Acc: 0.980, Base Lr: 2.77e-04
2024-05-21 12:41:12 transreid.train INFO: Epoch[45] Iter[340/486] Loss: 0.329, Acc: 0.980, Base Lr: 2.77e-04
2024-05-21 12:41:16 transreid.train INFO: Epoch[45] Iter[350/486] Loss: 0.323, Acc: 0.981, Base Lr: 2.77e-04
2024-05-21 12:41:19 transreid.train INFO: Epoch[45] Iter[360/486] Loss: 0.317, Acc: 0.981, Base Lr: 2.77e-04
2024-05-21 12:41:23 transreid.train INFO: Epoch[45] Iter[370/486] Loss: 0.312, Acc: 0.981, Base Lr: 2.77e-04
2024-05-21 12:41:26 transreid.train INFO: Epoch[45] Iter[380/486] Loss: 0.306, Acc: 0.982, Base Lr: 2.77e-04
2024-05-21 12:41:30 transreid.train INFO: Epoch[45] Iter[390/486] Loss: 0.301, Acc: 0.982, Base Lr: 2.77e-04
2024-05-21 12:41:33 transreid.train INFO: Epoch[45] Iter[400/486] Loss: 0.295, Acc: 0.982, Base Lr: 2.77e-04
2024-05-21 12:41:36 transreid.train INFO: Epoch[45] Iter[410/486] Loss: 0.290, Acc: 0.983, Base Lr: 2.77e-04
2024-05-21 12:41:40 transreid.train INFO: Epoch[45] Iter[420/486] Loss: 0.284, Acc: 0.983, Base Lr: 2.77e-04
2024-05-21 12:41:43 transreid.train INFO: Epoch[45] Iter[430/486] Loss: 0.279, Acc: 0.984, Base Lr: 2.77e-04
2024-05-21 12:41:47 transreid.train INFO: Epoch[45] Iter[440/486] Loss: 0.274, Acc: 0.984, Base Lr: 2.77e-04
2024-05-21 12:41:50 transreid.train INFO: Epoch[45] Iter[450/486] Loss: 0.269, Acc: 0.984, Base Lr: 2.77e-04
2024-05-21 12:41:54 transreid.train INFO: Epoch[45] Iter[460/486] Loss: 0.264, Acc: 0.984, Base Lr: 2.77e-04
2024-05-21 12:41:57 transreid.train INFO: Epoch[45] Iter[470/486] Loss: 0.259, Acc: 0.985, Base Lr: 2.77e-04
2024-05-21 12:41:58 transreid.train INFO: Epoch 45 done. Time per epoch: 166.005[s] Speed: 182.4[samples/s]
2024-05-21 12:42:05 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.622, Acc: 0.944, Base Lr: 2.72e-04
2024-05-21 12:42:09 transreid.train INFO: Epoch[46] Iter[20/486] Loss: 0.509, Acc: 0.961, Base Lr: 2.72e-04
2024-05-21 12:42:12 transreid.train INFO: Epoch[46] Iter[30/486] Loss: 0.487, Acc: 0.960, Base Lr: 2.72e-04
2024-05-21 12:42:16 transreid.train INFO: Epoch[46] Iter[40/486] Loss: 0.492, Acc: 0.961, Base Lr: 2.72e-04
2024-05-21 12:42:19 transreid.train INFO: Epoch[46] Iter[50/486] Loss: 0.470, Acc: 0.965, Base Lr: 2.72e-04
2024-05-21 12:42:22 transreid.train INFO: Epoch[46] Iter[60/486] Loss: 0.448, Acc: 0.968, Base Lr: 2.72e-04
2024-05-21 12:42:26 transreid.train INFO: Epoch[46] Iter[70/486] Loss: 0.434, Acc: 0.970, Base Lr: 2.72e-04
2024-05-21 12:42:29 transreid.train INFO: Epoch[46] Iter[80/486] Loss: 0.418, Acc: 0.971, Base Lr: 2.72e-04
2024-05-21 12:42:33 transreid.train INFO: Epoch[46] Iter[90/486] Loss: 0.426, Acc: 0.970, Base Lr: 2.72e-04
2024-05-21 12:42:36 transreid.train INFO: Epoch[46] Iter[100/486] Loss: 0.429, Acc: 0.969, Base Lr: 2.72e-04
2024-05-21 12:42:39 transreid.train INFO: Epoch[46] Iter[110/486] Loss: 0.427, Acc: 0.969, Base Lr: 2.72e-04
2024-05-21 12:42:43 transreid.train INFO: Epoch[46] Iter[120/486] Loss: 0.427, Acc: 0.969, Base Lr: 2.72e-04
2024-05-21 12:42:46 transreid.train INFO: Epoch[46] Iter[130/486] Loss: 0.421, Acc: 0.969, Base Lr: 2.72e-04
2024-05-21 12:42:50 transreid.train INFO: Epoch[46] Iter[140/486] Loss: 0.410, Acc: 0.971, Base Lr: 2.72e-04
2024-05-21 12:42:53 transreid.train INFO: Epoch[46] Iter[150/486] Loss: 0.403, Acc: 0.972, Base Lr: 2.72e-04
2024-05-21 12:42:57 transreid.train INFO: Epoch[46] Iter[160/486] Loss: 0.399, Acc: 0.972, Base Lr: 2.72e-04
2024-05-21 12:43:00 transreid.train INFO: Epoch[46] Iter[170/486] Loss: 0.394, Acc: 0.972, Base Lr: 2.72e-04
2024-05-21 12:43:03 transreid.train INFO: Epoch[46] Iter[180/486] Loss: 0.387, Acc: 0.973, Base Lr: 2.72e-04
2024-05-21 12:43:07 transreid.train INFO: Epoch[46] Iter[190/486] Loss: 0.381, Acc: 0.973, Base Lr: 2.72e-04
2024-05-21 12:43:10 transreid.train INFO: Epoch[46] Iter[200/486] Loss: 0.374, Acc: 0.975, Base Lr: 2.72e-04
2024-05-21 12:43:14 transreid.train INFO: Epoch[46] Iter[210/486] Loss: 0.368, Acc: 0.975, Base Lr: 2.72e-04
2024-05-21 12:43:17 transreid.train INFO: Epoch[46] Iter[220/486] Loss: 0.360, Acc: 0.976, Base Lr: 2.72e-04
2024-05-21 12:43:20 transreid.train INFO: Epoch[46] Iter[230/486] Loss: 0.353, Acc: 0.977, Base Lr: 2.72e-04
2024-05-21 12:43:24 transreid.train INFO: Epoch[46] Iter[240/486] Loss: 0.347, Acc: 0.978, Base Lr: 2.72e-04
2024-05-21 12:43:27 transreid.train INFO: Epoch[46] Iter[250/486] Loss: 0.341, Acc: 0.978, Base Lr: 2.72e-04
2024-05-21 12:43:31 transreid.train INFO: Epoch[46] Iter[260/486] Loss: 0.338, Acc: 0.978, Base Lr: 2.72e-04
2024-05-21 12:43:34 transreid.train INFO: Epoch[46] Iter[270/486] Loss: 0.332, Acc: 0.979, Base Lr: 2.72e-04
2024-05-21 12:43:37 transreid.train INFO: Epoch[46] Iter[280/486] Loss: 0.326, Acc: 0.980, Base Lr: 2.72e-04
2024-05-21 12:43:41 transreid.train INFO: Epoch[46] Iter[290/486] Loss: 0.321, Acc: 0.980, Base Lr: 2.72e-04
2024-05-21 12:43:44 transreid.train INFO: Epoch[46] Iter[300/486] Loss: 0.314, Acc: 0.980, Base Lr: 2.72e-04
2024-05-21 12:43:48 transreid.train INFO: Epoch[46] Iter[310/486] Loss: 0.309, Acc: 0.981, Base Lr: 2.72e-04
2024-05-21 12:43:51 transreid.train INFO: Epoch[46] Iter[320/486] Loss: 0.304, Acc: 0.981, Base Lr: 2.72e-04
2024-05-21 12:43:54 transreid.train INFO: Epoch[46] Iter[330/486] Loss: 0.300, Acc: 0.982, Base Lr: 2.72e-04
2024-05-21 12:43:58 transreid.train INFO: Epoch[46] Iter[340/486] Loss: 0.296, Acc: 0.982, Base Lr: 2.72e-04
2024-05-21 12:44:01 transreid.train INFO: Epoch[46] Iter[350/486] Loss: 0.291, Acc: 0.982, Base Lr: 2.72e-04
2024-05-21 12:44:05 transreid.train INFO: Epoch[46] Iter[360/486] Loss: 0.286, Acc: 0.983, Base Lr: 2.72e-04
2024-05-21 12:44:08 transreid.train INFO: Epoch[46] Iter[370/486] Loss: 0.281, Acc: 0.983, Base Lr: 2.72e-04
2024-05-21 12:44:12 transreid.train INFO: Epoch[46] Iter[380/486] Loss: 0.276, Acc: 0.983, Base Lr: 2.72e-04
2024-05-21 12:44:15 transreid.train INFO: Epoch[46] Iter[390/486] Loss: 0.272, Acc: 0.984, Base Lr: 2.72e-04
2024-05-21 12:44:18 transreid.train INFO: Epoch[46] Iter[400/486] Loss: 0.267, Acc: 0.984, Base Lr: 2.72e-04
2024-05-21 12:44:22 transreid.train INFO: Epoch[46] Iter[410/486] Loss: 0.262, Acc: 0.984, Base Lr: 2.72e-04
2024-05-21 12:44:25 transreid.train INFO: Epoch[46] Iter[420/486] Loss: 0.257, Acc: 0.985, Base Lr: 2.72e-04
2024-05-21 12:44:29 transreid.train INFO: Epoch[46] Iter[430/486] Loss: 0.253, Acc: 0.985, Base Lr: 2.72e-04
2024-05-21 12:44:32 transreid.train INFO: Epoch[46] Iter[440/486] Loss: 0.248, Acc: 0.985, Base Lr: 2.72e-04
2024-05-21 12:44:36 transreid.train INFO: Epoch[46] Iter[450/486] Loss: 0.244, Acc: 0.985, Base Lr: 2.72e-04
2024-05-21 12:44:39 transreid.train INFO: Epoch[46] Iter[460/486] Loss: 0.240, Acc: 0.986, Base Lr: 2.72e-04
2024-05-21 12:44:42 transreid.train INFO: Epoch[46] Iter[470/486] Loss: 0.236, Acc: 0.986, Base Lr: 2.72e-04
2024-05-21 12:44:44 transreid.train INFO: Epoch 46 done. Time per epoch: 165.333[s] Speed: 183.1[samples/s]
2024-05-21 12:44:51 transreid.train INFO: Epoch[47] Iter[10/486] Loss: 0.443, Acc: 0.964, Base Lr: 2.67e-04
2024-05-21 12:44:54 transreid.train INFO: Epoch[47] Iter[20/486] Loss: 0.407, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:44:58 transreid.train INFO: Epoch[47] Iter[30/486] Loss: 0.388, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:01 transreid.train INFO: Epoch[47] Iter[40/486] Loss: 0.416, Acc: 0.970, Base Lr: 2.67e-04
2024-05-21 12:45:05 transreid.train INFO: Epoch[47] Iter[50/486] Loss: 0.408, Acc: 0.973, Base Lr: 2.67e-04
2024-05-21 12:45:08 transreid.train INFO: Epoch[47] Iter[60/486] Loss: 0.401, Acc: 0.973, Base Lr: 2.67e-04
2024-05-21 12:45:11 transreid.train INFO: Epoch[47] Iter[70/486] Loss: 0.398, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:15 transreid.train INFO: Epoch[47] Iter[80/486] Loss: 0.396, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:18 transreid.train INFO: Epoch[47] Iter[90/486] Loss: 0.392, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:22 transreid.train INFO: Epoch[47] Iter[100/486] Loss: 0.389, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:25 transreid.train INFO: Epoch[47] Iter[110/486] Loss: 0.384, Acc: 0.975, Base Lr: 2.67e-04
2024-05-21 12:45:28 transreid.train INFO: Epoch[47] Iter[120/486] Loss: 0.383, Acc: 0.974, Base Lr: 2.67e-04
2024-05-21 12:45:32 transreid.train INFO: Epoch[47] Iter[130/486] Loss: 0.375, Acc: 0.975, Base Lr: 2.67e-04
2024-05-21 12:45:35 transreid.train INFO: Epoch[47] Iter[140/486] Loss: 0.370, Acc: 0.976, Base Lr: 2.67e-04
2024-05-21 12:45:39 transreid.train INFO: Epoch[47] Iter[150/486] Loss: 0.361, Acc: 0.977, Base Lr: 2.67e-04
2024-05-21 12:45:42 transreid.train INFO: Epoch[47] Iter[160/486] Loss: 0.357, Acc: 0.977, Base Lr: 2.67e-04
2024-05-21 12:45:46 transreid.train INFO: Epoch[47] Iter[170/486] Loss: 0.353, Acc: 0.977, Base Lr: 2.67e-04
2024-05-21 12:45:49 transreid.train INFO: Epoch[47] Iter[180/486] Loss: 0.348, Acc: 0.978, Base Lr: 2.67e-04
2024-05-21 12:45:52 transreid.train INFO: Epoch[47] Iter[190/486] Loss: 0.344, Acc: 0.977, Base Lr: 2.67e-04
2024-05-21 12:45:56 transreid.train INFO: Epoch[47] Iter[200/486] Loss: 0.340, Acc: 0.978, Base Lr: 2.67e-04
2024-05-21 12:45:59 transreid.train INFO: Epoch[47] Iter[210/486] Loss: 0.334, Acc: 0.979, Base Lr: 2.67e-04
2024-05-21 12:46:03 transreid.train INFO: Epoch[47] Iter[220/486] Loss: 0.328, Acc: 0.979, Base Lr: 2.67e-04
2024-05-21 12:46:06 transreid.train INFO: Epoch[47] Iter[230/486] Loss: 0.322, Acc: 0.980, Base Lr: 2.67e-04
2024-05-21 12:46:09 transreid.train INFO: Epoch[47] Iter[240/486] Loss: 0.319, Acc: 0.980, Base Lr: 2.67e-04
2024-05-21 12:46:13 transreid.train INFO: Epoch[47] Iter[250/486] Loss: 0.315, Acc: 0.981, Base Lr: 2.67e-04
2024-05-21 12:46:16 transreid.train INFO: Epoch[47] Iter[260/486] Loss: 0.310, Acc: 0.981, Base Lr: 2.67e-04
2024-05-21 12:46:20 transreid.train INFO: Epoch[47] Iter[270/486] Loss: 0.306, Acc: 0.981, Base Lr: 2.67e-04
2024-05-21 12:46:23 transreid.train INFO: Epoch[47] Iter[280/486] Loss: 0.301, Acc: 0.982, Base Lr: 2.67e-04
2024-05-21 12:46:26 transreid.train INFO: Epoch[47] Iter[290/486] Loss: 0.297, Acc: 0.982, Base Lr: 2.67e-04
2024-05-21 12:46:30 transreid.train INFO: Epoch[47] Iter[300/486] Loss: 0.294, Acc: 0.982, Base Lr: 2.67e-04
2024-05-21 12:46:33 transreid.train INFO: Epoch[47] Iter[310/486] Loss: 0.290, Acc: 0.983, Base Lr: 2.67e-04
2024-05-21 12:46:37 transreid.train INFO: Epoch[47] Iter[320/486] Loss: 0.284, Acc: 0.983, Base Lr: 2.67e-04
2024-05-21 12:46:40 transreid.train INFO: Epoch[47] Iter[330/486] Loss: 0.280, Acc: 0.984, Base Lr: 2.67e-04
2024-05-21 12:46:43 transreid.train INFO: Epoch[47] Iter[340/486] Loss: 0.275, Acc: 0.984, Base Lr: 2.67e-04
2024-05-21 12:46:47 transreid.train INFO: Epoch[47] Iter[350/486] Loss: 0.271, Acc: 0.984, Base Lr: 2.67e-04
2024-05-21 12:46:50 transreid.train INFO: Epoch[47] Iter[360/486] Loss: 0.266, Acc: 0.985, Base Lr: 2.67e-04
2024-05-21 12:46:54 transreid.train INFO: Epoch[47] Iter[370/486] Loss: 0.262, Acc: 0.985, Base Lr: 2.67e-04
2024-05-21 12:46:57 transreid.train INFO: Epoch[47] Iter[380/486] Loss: 0.258, Acc: 0.985, Base Lr: 2.67e-04
2024-05-21 12:47:00 transreid.train INFO: Epoch[47] Iter[390/486] Loss: 0.254, Acc: 0.986, Base Lr: 2.67e-04
2024-05-21 12:47:04 transreid.train INFO: Epoch[47] Iter[400/486] Loss: 0.250, Acc: 0.986, Base Lr: 2.67e-04
2024-05-21 12:47:07 transreid.train INFO: Epoch[47] Iter[410/486] Loss: 0.246, Acc: 0.986, Base Lr: 2.67e-04
2024-05-21 12:47:11 transreid.train INFO: Epoch[47] Iter[420/486] Loss: 0.242, Acc: 0.986, Base Lr: 2.67e-04
2024-05-21 12:47:14 transreid.train INFO: Epoch[47] Iter[430/486] Loss: 0.238, Acc: 0.986, Base Lr: 2.67e-04
2024-05-21 12:47:17 transreid.train INFO: Epoch[47] Iter[440/486] Loss: 0.234, Acc: 0.987, Base Lr: 2.67e-04
2024-05-21 12:47:21 transreid.train INFO: Epoch[47] Iter[450/486] Loss: 0.229, Acc: 0.987, Base Lr: 2.67e-04
2024-05-21 12:47:24 transreid.train INFO: Epoch[47] Iter[460/486] Loss: 0.225, Acc: 0.987, Base Lr: 2.67e-04
2024-05-21 12:47:28 transreid.train INFO: Epoch[47] Iter[470/486] Loss: 0.221, Acc: 0.987, Base Lr: 2.67e-04
2024-05-21 12:47:29 transreid.train INFO: Epoch 47 done. Time per epoch: 165.042[s] Speed: 183.0[samples/s]
2024-05-21 12:47:36 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.442, Acc: 0.961, Base Lr: 2.62e-04
2024-05-21 12:47:39 transreid.train INFO: Epoch[48] Iter[20/486] Loss: 0.422, Acc: 0.966, Base Lr: 2.62e-04
2024-05-21 12:47:42 transreid.train INFO: Epoch[48] Iter[30/486] Loss: 0.422, Acc: 0.965, Base Lr: 2.62e-04
2024-05-21 12:47:46 transreid.train INFO: Epoch[48] Iter[40/486] Loss: 0.406, Acc: 0.968, Base Lr: 2.62e-04
2024-05-21 12:47:49 transreid.train INFO: Epoch[48] Iter[50/486] Loss: 0.408, Acc: 0.970, Base Lr: 2.62e-04
2024-05-21 12:47:53 transreid.train INFO: Epoch[48] Iter[60/486] Loss: 0.405, Acc: 0.970, Base Lr: 2.62e-04
2024-05-21 12:47:56 transreid.train INFO: Epoch[48] Iter[70/486] Loss: 0.402, Acc: 0.971, Base Lr: 2.62e-04
2024-05-21 12:48:00 transreid.train INFO: Epoch[48] Iter[80/486] Loss: 0.399, Acc: 0.971, Base Lr: 2.62e-04
2024-05-21 12:48:03 transreid.train INFO: Epoch[48] Iter[90/486] Loss: 0.384, Acc: 0.973, Base Lr: 2.62e-04
2024-05-21 12:48:06 transreid.train INFO: Epoch[48] Iter[100/486] Loss: 0.369, Acc: 0.975, Base Lr: 2.62e-04
2024-05-21 12:48:10 transreid.train INFO: Epoch[48] Iter[110/486] Loss: 0.363, Acc: 0.975, Base Lr: 2.62e-04
2024-05-21 12:48:13 transreid.train INFO: Epoch[48] Iter[120/486] Loss: 0.357, Acc: 0.976, Base Lr: 2.62e-04
2024-05-21 12:48:17 transreid.train INFO: Epoch[48] Iter[130/486] Loss: 0.352, Acc: 0.977, Base Lr: 2.62e-04
2024-05-21 12:48:20 transreid.train INFO: Epoch[48] Iter[140/486] Loss: 0.346, Acc: 0.977, Base Lr: 2.62e-04
2024-05-21 12:48:24 transreid.train INFO: Epoch[48] Iter[150/486] Loss: 0.343, Acc: 0.978, Base Lr: 2.62e-04
2024-05-21 12:48:27 transreid.train INFO: Epoch[48] Iter[160/486] Loss: 0.338, Acc: 0.978, Base Lr: 2.62e-04
2024-05-21 12:48:30 transreid.train INFO: Epoch[48] Iter[170/486] Loss: 0.336, Acc: 0.978, Base Lr: 2.62e-04
2024-05-21 12:48:34 transreid.train INFO: Epoch[48] Iter[180/486] Loss: 0.331, Acc: 0.978, Base Lr: 2.62e-04
2024-05-21 12:48:37 transreid.train INFO: Epoch[48] Iter[190/486] Loss: 0.326, Acc: 0.979, Base Lr: 2.62e-04
2024-05-21 12:48:41 transreid.train INFO: Epoch[48] Iter[200/486] Loss: 0.319, Acc: 0.980, Base Lr: 2.62e-04
2024-05-21 12:48:44 transreid.train INFO: Epoch[48] Iter[210/486] Loss: 0.314, Acc: 0.981, Base Lr: 2.62e-04
2024-05-21 12:48:47 transreid.train INFO: Epoch[48] Iter[220/486] Loss: 0.310, Acc: 0.981, Base Lr: 2.62e-04
2024-05-21 12:48:51 transreid.train INFO: Epoch[48] Iter[230/486] Loss: 0.305, Acc: 0.982, Base Lr: 2.62e-04
2024-05-21 12:48:54 transreid.train INFO: Epoch[48] Iter[240/486] Loss: 0.301, Acc: 0.982, Base Lr: 2.62e-04
2024-05-21 12:48:58 transreid.train INFO: Epoch[48] Iter[250/486] Loss: 0.296, Acc: 0.983, Base Lr: 2.62e-04
2024-05-21 12:49:01 transreid.train INFO: Epoch[48] Iter[260/486] Loss: 0.292, Acc: 0.983, Base Lr: 2.62e-04
2024-05-21 12:49:05 transreid.train INFO: Epoch[48] Iter[270/486] Loss: 0.287, Acc: 0.984, Base Lr: 2.62e-04
2024-05-21 12:49:08 transreid.train INFO: Epoch[48] Iter[280/486] Loss: 0.282, Acc: 0.984, Base Lr: 2.62e-04
2024-05-21 12:49:11 transreid.train INFO: Epoch[48] Iter[290/486] Loss: 0.278, Acc: 0.984, Base Lr: 2.62e-04
2024-05-21 12:49:15 transreid.train INFO: Epoch[48] Iter[300/486] Loss: 0.272, Acc: 0.985, Base Lr: 2.62e-04
2024-05-21 12:49:18 transreid.train INFO: Epoch[48] Iter[310/486] Loss: 0.269, Acc: 0.985, Base Lr: 2.62e-04
2024-05-21 12:49:22 transreid.train INFO: Epoch[48] Iter[320/486] Loss: 0.264, Acc: 0.986, Base Lr: 2.62e-04
2024-05-21 12:49:25 transreid.train INFO: Epoch[48] Iter[330/486] Loss: 0.261, Acc: 0.986, Base Lr: 2.62e-04
2024-05-21 12:49:28 transreid.train INFO: Epoch[48] Iter[340/486] Loss: 0.256, Acc: 0.986, Base Lr: 2.62e-04
2024-05-21 12:49:32 transreid.train INFO: Epoch[48] Iter[350/486] Loss: 0.253, Acc: 0.986, Base Lr: 2.62e-04
2024-05-21 12:49:35 transreid.train INFO: Epoch[48] Iter[360/486] Loss: 0.248, Acc: 0.987, Base Lr: 2.62e-04
2024-05-21 12:49:39 transreid.train INFO: Epoch[48] Iter[370/486] Loss: 0.244, Acc: 0.987, Base Lr: 2.62e-04
2024-05-21 12:49:42 transreid.train INFO: Epoch[48] Iter[380/486] Loss: 0.240, Acc: 0.987, Base Lr: 2.62e-04
2024-05-21 12:49:46 transreid.train INFO: Epoch[48] Iter[390/486] Loss: 0.236, Acc: 0.988, Base Lr: 2.62e-04
2024-05-21 12:49:49 transreid.train INFO: Epoch[48] Iter[400/486] Loss: 0.232, Acc: 0.988, Base Lr: 2.62e-04
2024-05-21 12:49:52 transreid.train INFO: Epoch[48] Iter[410/486] Loss: 0.228, Acc: 0.988, Base Lr: 2.62e-04
2024-05-21 12:49:56 transreid.train INFO: Epoch[48] Iter[420/486] Loss: 0.224, Acc: 0.988, Base Lr: 2.62e-04
2024-05-21 12:49:59 transreid.train INFO: Epoch[48] Iter[430/486] Loss: 0.220, Acc: 0.989, Base Lr: 2.62e-04
2024-05-21 12:50:03 transreid.train INFO: Epoch[48] Iter[440/486] Loss: 0.216, Acc: 0.989, Base Lr: 2.62e-04
2024-05-21 12:50:06 transreid.train INFO: Epoch[48] Iter[450/486] Loss: 0.213, Acc: 0.989, Base Lr: 2.62e-04
2024-05-21 12:50:09 transreid.train INFO: Epoch[48] Iter[460/486] Loss: 0.210, Acc: 0.989, Base Lr: 2.62e-04
2024-05-21 12:50:13 transreid.train INFO: Epoch[48] Iter[470/486] Loss: 0.206, Acc: 0.989, Base Lr: 2.62e-04
2024-05-21 12:50:13 transreid.train INFO: Epoch 48 done. Time per epoch: 164.441[s] Speed: 182.9[samples/s]
2024-05-21 12:50:20 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.447, Acc: 0.964, Base Lr: 2.57e-04
2024-05-21 12:50:24 transreid.train INFO: Epoch[49] Iter[20/486] Loss: 0.426, Acc: 0.962, Base Lr: 2.57e-04
2024-05-21 12:50:27 transreid.train INFO: Epoch[49] Iter[30/486] Loss: 0.354, Acc: 0.973, Base Lr: 2.57e-04
2024-05-21 12:50:30 transreid.train INFO: Epoch[49] Iter[40/486] Loss: 0.350, Acc: 0.975, Base Lr: 2.57e-04
2024-05-21 12:50:34 transreid.train INFO: Epoch[49] Iter[50/486] Loss: 0.337, Acc: 0.977, Base Lr: 2.57e-04
2024-05-21 12:50:37 transreid.train INFO: Epoch[49] Iter[60/486] Loss: 0.341, Acc: 0.977, Base Lr: 2.57e-04
2024-05-21 12:50:41 transreid.train INFO: Epoch[49] Iter[70/486] Loss: 0.351, Acc: 0.977, Base Lr: 2.57e-04
2024-05-21 12:50:44 transreid.train INFO: Epoch[49] Iter[80/486] Loss: 0.347, Acc: 0.979, Base Lr: 2.57e-04
2024-05-21 12:50:47 transreid.train INFO: Epoch[49] Iter[90/486] Loss: 0.344, Acc: 0.979, Base Lr: 2.57e-04
2024-05-21 12:50:51 transreid.train INFO: Epoch[49] Iter[100/486] Loss: 0.343, Acc: 0.979, Base Lr: 2.57e-04
2024-05-21 12:50:54 transreid.train INFO: Epoch[49] Iter[110/486] Loss: 0.345, Acc: 0.979, Base Lr: 2.57e-04
2024-05-21 12:50:58 transreid.train INFO: Epoch[49] Iter[120/486] Loss: 0.342, Acc: 0.980, Base Lr: 2.57e-04
2024-05-21 12:51:01 transreid.train INFO: Epoch[49] Iter[130/486] Loss: 0.339, Acc: 0.981, Base Lr: 2.57e-04
2024-05-21 12:51:05 transreid.train INFO: Epoch[49] Iter[140/486] Loss: 0.330, Acc: 0.981, Base Lr: 2.57e-04
2024-05-21 12:51:08 transreid.train INFO: Epoch[49] Iter[150/486] Loss: 0.323, Acc: 0.982, Base Lr: 2.57e-04
2024-05-21 12:51:11 transreid.train INFO: Epoch[49] Iter[160/486] Loss: 0.318, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:15 transreid.train INFO: Epoch[49] Iter[170/486] Loss: 0.314, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:18 transreid.train INFO: Epoch[49] Iter[180/486] Loss: 0.310, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:22 transreid.train INFO: Epoch[49] Iter[190/486] Loss: 0.307, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:25 transreid.train INFO: Epoch[49] Iter[200/486] Loss: 0.304, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:29 transreid.train INFO: Epoch[49] Iter[210/486] Loss: 0.300, Acc: 0.983, Base Lr: 2.57e-04
2024-05-21 12:51:32 transreid.train INFO: Epoch[49] Iter[220/486] Loss: 0.296, Acc: 0.984, Base Lr: 2.57e-04
2024-05-21 12:51:36 transreid.train INFO: Epoch[49] Iter[230/486] Loss: 0.293, Acc: 0.984, Base Lr: 2.57e-04
2024-05-21 12:51:39 transreid.train INFO: Epoch[49] Iter[240/486] Loss: 0.288, Acc: 0.985, Base Lr: 2.57e-04
2024-05-21 12:51:42 transreid.train INFO: Epoch[49] Iter[250/486] Loss: 0.285, Acc: 0.985, Base Lr: 2.57e-04
2024-05-21 12:51:46 transreid.train INFO: Epoch[49] Iter[260/486] Loss: 0.281, Acc: 0.985, Base Lr: 2.57e-04
2024-05-21 12:51:49 transreid.train INFO: Epoch[49] Iter[270/486] Loss: 0.277, Acc: 0.986, Base Lr: 2.57e-04
2024-05-21 12:51:53 transreid.train INFO: Epoch[49] Iter[280/486] Loss: 0.273, Acc: 0.986, Base Lr: 2.57e-04
2024-05-21 12:51:56 transreid.train INFO: Epoch[49] Iter[290/486] Loss: 0.269, Acc: 0.986, Base Lr: 2.57e-04
2024-05-21 12:52:00 transreid.train INFO: Epoch[49] Iter[300/486] Loss: 0.264, Acc: 0.986, Base Lr: 2.57e-04
2024-05-21 12:52:03 transreid.train INFO: Epoch[49] Iter[310/486] Loss: 0.260, Acc: 0.987, Base Lr: 2.57e-04
2024-05-21 12:52:06 transreid.train INFO: Epoch[49] Iter[320/486] Loss: 0.255, Acc: 0.987, Base Lr: 2.57e-04
2024-05-21 12:52:10 transreid.train INFO: Epoch[49] Iter[330/486] Loss: 0.251, Acc: 0.987, Base Lr: 2.57e-04
2024-05-21 12:52:13 transreid.train INFO: Epoch[49] Iter[340/486] Loss: 0.248, Acc: 0.988, Base Lr: 2.57e-04
2024-05-21 12:52:17 transreid.train INFO: Epoch[49] Iter[350/486] Loss: 0.243, Acc: 0.988, Base Lr: 2.57e-04
2024-05-21 12:52:20 transreid.train INFO: Epoch[49] Iter[360/486] Loss: 0.240, Acc: 0.988, Base Lr: 2.57e-04
2024-05-21 12:52:23 transreid.train INFO: Epoch[49] Iter[370/486] Loss: 0.237, Acc: 0.988, Base Lr: 2.57e-04
2024-05-21 12:52:27 transreid.train INFO: Epoch[49] Iter[380/486] Loss: 0.233, Acc: 0.988, Base Lr: 2.57e-04
2024-05-21 12:52:30 transreid.train INFO: Epoch[49] Iter[390/486] Loss: 0.229, Acc: 0.989, Base Lr: 2.57e-04
2024-05-21 12:52:34 transreid.train INFO: Epoch[49] Iter[400/486] Loss: 0.225, Acc: 0.989, Base Lr: 2.57e-04
2024-05-21 12:52:37 transreid.train INFO: Epoch[49] Iter[410/486] Loss: 0.221, Acc: 0.989, Base Lr: 2.57e-04
2024-05-21 12:52:41 transreid.train INFO: Epoch[49] Iter[420/486] Loss: 0.217, Acc: 0.989, Base Lr: 2.57e-04
2024-05-21 12:52:44 transreid.train INFO: Epoch[49] Iter[430/486] Loss: 0.213, Acc: 0.989, Base Lr: 2.57e-04
2024-05-21 12:52:47 transreid.train INFO: Epoch[49] Iter[440/486] Loss: 0.209, Acc: 0.990, Base Lr: 2.57e-04
2024-05-21 12:52:51 transreid.train INFO: Epoch[49] Iter[450/486] Loss: 0.205, Acc: 0.990, Base Lr: 2.57e-04
2024-05-21 12:52:54 transreid.train INFO: Epoch[49] Iter[460/486] Loss: 0.201, Acc: 0.990, Base Lr: 2.57e-04
2024-05-21 12:52:58 transreid.train INFO: Epoch[49] Iter[470/486] Loss: 0.198, Acc: 0.990, Base Lr: 2.57e-04
2024-05-21 12:52:59 transreid.train INFO: Epoch 49 done. Time per epoch: 165.734[s] Speed: 182.7[samples/s]
2024-05-21 12:53:06 transreid.train INFO: Epoch[50] Iter[10/486] Loss: 0.401, Acc: 0.967, Base Lr: 2.52e-04
2024-05-21 12:53:09 transreid.train INFO: Epoch[50] Iter[20/486] Loss: 0.398, Acc: 0.966, Base Lr: 2.52e-04
2024-05-21 12:53:13 transreid.train INFO: Epoch[50] Iter[30/486] Loss: 0.360, Acc: 0.972, Base Lr: 2.52e-04
2024-05-21 12:53:16 transreid.train INFO: Epoch[50] Iter[40/486] Loss: 0.351, Acc: 0.974, Base Lr: 2.52e-04
2024-05-21 12:53:19 transreid.train INFO: Epoch[50] Iter[50/486] Loss: 0.359, Acc: 0.974, Base Lr: 2.52e-04
2024-05-21 12:53:23 transreid.train INFO: Epoch[50] Iter[60/486] Loss: 0.362, Acc: 0.976, Base Lr: 2.52e-04
2024-05-21 12:53:26 transreid.train INFO: Epoch[50] Iter[70/486] Loss: 0.361, Acc: 0.977, Base Lr: 2.52e-04
2024-05-21 12:53:30 transreid.train INFO: Epoch[50] Iter[80/486] Loss: 0.352, Acc: 0.978, Base Lr: 2.52e-04
2024-05-21 12:53:33 transreid.train INFO: Epoch[50] Iter[90/486] Loss: 0.339, Acc: 0.979, Base Lr: 2.52e-04
2024-05-21 12:53:36 transreid.train INFO: Epoch[50] Iter[100/486] Loss: 0.340, Acc: 0.979, Base Lr: 2.52e-04
2024-05-21 12:53:40 transreid.train INFO: Epoch[50] Iter[110/486] Loss: 0.336, Acc: 0.980, Base Lr: 2.52e-04
2024-05-21 12:53:43 transreid.train INFO: Epoch[50] Iter[120/486] Loss: 0.333, Acc: 0.980, Base Lr: 2.52e-04
2024-05-21 12:53:47 transreid.train INFO: Epoch[50] Iter[130/486] Loss: 0.326, Acc: 0.981, Base Lr: 2.52e-04
2024-05-21 12:53:50 transreid.train INFO: Epoch[50] Iter[140/486] Loss: 0.322, Acc: 0.981, Base Lr: 2.52e-04
2024-05-21 12:53:54 transreid.train INFO: Epoch[50] Iter[150/486] Loss: 0.316, Acc: 0.982, Base Lr: 2.52e-04
2024-05-21 12:53:57 transreid.train INFO: Epoch[50] Iter[160/486] Loss: 0.310, Acc: 0.983, Base Lr: 2.52e-04
2024-05-21 12:54:00 transreid.train INFO: Epoch[50] Iter[170/486] Loss: 0.307, Acc: 0.983, Base Lr: 2.52e-04
2024-05-21 12:54:04 transreid.train INFO: Epoch[50] Iter[180/486] Loss: 0.303, Acc: 0.984, Base Lr: 2.52e-04
2024-05-21 12:54:07 transreid.train INFO: Epoch[50] Iter[190/486] Loss: 0.297, Acc: 0.984, Base Lr: 2.52e-04
2024-05-21 12:54:11 transreid.train INFO: Epoch[50] Iter[200/486] Loss: 0.294, Acc: 0.984, Base Lr: 2.52e-04
2024-05-21 12:54:14 transreid.train INFO: Epoch[50] Iter[210/486] Loss: 0.288, Acc: 0.985, Base Lr: 2.52e-04
2024-05-21 12:54:17 transreid.train INFO: Epoch[50] Iter[220/486] Loss: 0.283, Acc: 0.985, Base Lr: 2.52e-04
2024-05-21 12:54:21 transreid.train INFO: Epoch[50] Iter[230/486] Loss: 0.280, Acc: 0.985, Base Lr: 2.52e-04
2024-05-21 12:54:24 transreid.train INFO: Epoch[50] Iter[240/486] Loss: 0.277, Acc: 0.985, Base Lr: 2.52e-04
2024-05-21 12:54:28 transreid.train INFO: Epoch[50] Iter[250/486] Loss: 0.273, Acc: 0.986, Base Lr: 2.52e-04
2024-05-21 12:54:31 transreid.train INFO: Epoch[50] Iter[260/486] Loss: 0.269, Acc: 0.986, Base Lr: 2.52e-04
2024-05-21 12:54:34 transreid.train INFO: Epoch[50] Iter[270/486] Loss: 0.265, Acc: 0.987, Base Lr: 2.52e-04
2024-05-21 12:54:38 transreid.train INFO: Epoch[50] Iter[280/486] Loss: 0.261, Acc: 0.987, Base Lr: 2.52e-04
2024-05-21 12:54:41 transreid.train INFO: Epoch[50] Iter[290/486] Loss: 0.257, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:54:45 transreid.train INFO: Epoch[50] Iter[300/486] Loss: 0.253, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:54:48 transreid.train INFO: Epoch[50] Iter[310/486] Loss: 0.248, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:54:51 transreid.train INFO: Epoch[50] Iter[320/486] Loss: 0.245, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:54:55 transreid.train INFO: Epoch[50] Iter[330/486] Loss: 0.241, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:54:58 transreid.train INFO: Epoch[50] Iter[340/486] Loss: 0.238, Acc: 0.988, Base Lr: 2.52e-04
2024-05-21 12:55:02 transreid.train INFO: Epoch[50] Iter[350/486] Loss: 0.234, Acc: 0.989, Base Lr: 2.52e-04
2024-05-21 12:55:05 transreid.train INFO: Epoch[50] Iter[360/486] Loss: 0.231, Acc: 0.989, Base Lr: 2.52e-04
2024-05-21 12:55:09 transreid.train INFO: Epoch[50] Iter[370/486] Loss: 0.227, Acc: 0.989, Base Lr: 2.52e-04
2024-05-21 12:55:12 transreid.train INFO: Epoch[50] Iter[380/486] Loss: 0.223, Acc: 0.989, Base Lr: 2.52e-04
2024-05-21 12:55:15 transreid.train INFO: Epoch[50] Iter[390/486] Loss: 0.219, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:19 transreid.train INFO: Epoch[50] Iter[400/486] Loss: 0.216, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:22 transreid.train INFO: Epoch[50] Iter[410/486] Loss: 0.212, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:26 transreid.train INFO: Epoch[50] Iter[420/486] Loss: 0.208, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:29 transreid.train INFO: Epoch[50] Iter[430/486] Loss: 0.205, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:32 transreid.train INFO: Epoch[50] Iter[440/486] Loss: 0.201, Acc: 0.990, Base Lr: 2.52e-04
2024-05-21 12:55:36 transreid.train INFO: Epoch[50] Iter[450/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.52e-04
2024-05-21 12:55:39 transreid.train INFO: Epoch[50] Iter[460/486] Loss: 0.194, Acc: 0.991, Base Lr: 2.52e-04
2024-05-21 12:55:43 transreid.train INFO: Epoch[50] Iter[470/486] Loss: 0.191, Acc: 0.991, Base Lr: 2.52e-04
2024-05-21 12:55:44 transreid.train INFO: Epoch 50 done. Time per epoch: 165.252[s] Speed: 183.2[samples/s]
2024-05-21 12:55:51 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.365, Acc: 0.952, Base Lr: 2.47e-04
2024-05-21 12:55:54 transreid.train INFO: Epoch[51] Iter[20/486] Loss: 0.328, Acc: 0.970, Base Lr: 2.47e-04
2024-05-21 12:55:58 transreid.train INFO: Epoch[51] Iter[30/486] Loss: 0.325, Acc: 0.971, Base Lr: 2.47e-04
2024-05-21 12:56:01 transreid.train INFO: Epoch[51] Iter[40/486] Loss: 0.327, Acc: 0.974, Base Lr: 2.47e-04
2024-05-21 12:56:05 transreid.train INFO: Epoch[51] Iter[50/486] Loss: 0.323, Acc: 0.977, Base Lr: 2.47e-04
2024-05-21 12:56:08 transreid.train INFO: Epoch[51] Iter[60/486] Loss: 0.320, Acc: 0.976, Base Lr: 2.47e-04
2024-05-21 12:56:11 transreid.train INFO: Epoch[51] Iter[70/486] Loss: 0.329, Acc: 0.976, Base Lr: 2.47e-04
2024-05-21 12:56:15 transreid.train INFO: Epoch[51] Iter[80/486] Loss: 0.328, Acc: 0.976, Base Lr: 2.47e-04
2024-05-21 12:56:18 transreid.train INFO: Epoch[51] Iter[90/486] Loss: 0.322, Acc: 0.977, Base Lr: 2.47e-04
2024-05-21 12:56:22 transreid.train INFO: Epoch[51] Iter[100/486] Loss: 0.313, Acc: 0.979, Base Lr: 2.47e-04
2024-05-21 12:56:25 transreid.train INFO: Epoch[51] Iter[110/486] Loss: 0.305, Acc: 0.981, Base Lr: 2.47e-04
2024-05-21 12:56:28 transreid.train INFO: Epoch[51] Iter[120/486] Loss: 0.297, Acc: 0.982, Base Lr: 2.47e-04
2024-05-21 12:56:32 transreid.train INFO: Epoch[51] Iter[130/486] Loss: 0.292, Acc: 0.982, Base Lr: 2.47e-04
2024-05-21 12:56:35 transreid.train INFO: Epoch[51] Iter[140/486] Loss: 0.287, Acc: 0.983, Base Lr: 2.47e-04
2024-05-21 12:56:39 transreid.train INFO: Epoch[51] Iter[150/486] Loss: 0.280, Acc: 0.984, Base Lr: 2.47e-04
2024-05-21 12:56:42 transreid.train INFO: Epoch[51] Iter[160/486] Loss: 0.275, Acc: 0.985, Base Lr: 2.47e-04
2024-05-21 12:56:45 transreid.train INFO: Epoch[51] Iter[170/486] Loss: 0.272, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:56:49 transreid.train INFO: Epoch[51] Iter[180/486] Loss: 0.268, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:56:52 transreid.train INFO: Epoch[51] Iter[190/486] Loss: 0.265, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:56:56 transreid.train INFO: Epoch[51] Iter[200/486] Loss: 0.262, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:56:59 transreid.train INFO: Epoch[51] Iter[210/486] Loss: 0.263, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:57:02 transreid.train INFO: Epoch[51] Iter[220/486] Loss: 0.260, Acc: 0.986, Base Lr: 2.47e-04
2024-05-21 12:57:06 transreid.train INFO: Epoch[51] Iter[230/486] Loss: 0.255, Acc: 0.987, Base Lr: 2.47e-04
2024-05-21 12:57:09 transreid.train INFO: Epoch[51] Iter[240/486] Loss: 0.251, Acc: 0.987, Base Lr: 2.47e-04
2024-05-21 12:57:13 transreid.train INFO: Epoch[51] Iter[250/486] Loss: 0.248, Acc: 0.987, Base Lr: 2.47e-04
2024-05-21 12:57:16 transreid.train INFO: Epoch[51] Iter[260/486] Loss: 0.246, Acc: 0.987, Base Lr: 2.47e-04
2024-05-21 12:57:19 transreid.train INFO: Epoch[51] Iter[270/486] Loss: 0.241, Acc: 0.988, Base Lr: 2.47e-04
2024-05-21 12:57:23 transreid.train INFO: Epoch[51] Iter[280/486] Loss: 0.237, Acc: 0.988, Base Lr: 2.47e-04
2024-05-21 12:57:26 transreid.train INFO: Epoch[51] Iter[290/486] Loss: 0.233, Acc: 0.988, Base Lr: 2.47e-04
2024-05-21 12:57:30 transreid.train INFO: Epoch[51] Iter[300/486] Loss: 0.229, Acc: 0.989, Base Lr: 2.47e-04
2024-05-21 12:57:33 transreid.train INFO: Epoch[51] Iter[310/486] Loss: 0.225, Acc: 0.989, Base Lr: 2.47e-04
2024-05-21 12:57:36 transreid.train INFO: Epoch[51] Iter[320/486] Loss: 0.222, Acc: 0.989, Base Lr: 2.47e-04
2024-05-21 12:57:40 transreid.train INFO: Epoch[51] Iter[330/486] Loss: 0.218, Acc: 0.989, Base Lr: 2.47e-04
2024-05-21 12:57:43 transreid.train INFO: Epoch[51] Iter[340/486] Loss: 0.214, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:57:47 transreid.train INFO: Epoch[51] Iter[350/486] Loss: 0.210, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:57:50 transreid.train INFO: Epoch[51] Iter[360/486] Loss: 0.207, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:57:53 transreid.train INFO: Epoch[51] Iter[370/486] Loss: 0.204, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:57:57 transreid.train INFO: Epoch[51] Iter[380/486] Loss: 0.200, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:58:00 transreid.train INFO: Epoch[51] Iter[390/486] Loss: 0.197, Acc: 0.990, Base Lr: 2.47e-04
2024-05-21 12:58:04 transreid.train INFO: Epoch[51] Iter[400/486] Loss: 0.193, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:07 transreid.train INFO: Epoch[51] Iter[410/486] Loss: 0.190, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:11 transreid.train INFO: Epoch[51] Iter[420/486] Loss: 0.187, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:14 transreid.train INFO: Epoch[51] Iter[430/486] Loss: 0.183, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:17 transreid.train INFO: Epoch[51] Iter[440/486] Loss: 0.182, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:21 transreid.train INFO: Epoch[51] Iter[450/486] Loss: 0.179, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:24 transreid.train INFO: Epoch[51] Iter[460/486] Loss: 0.176, Acc: 0.991, Base Lr: 2.47e-04
2024-05-21 12:58:28 transreid.train INFO: Epoch[51] Iter[470/486] Loss: 0.173, Acc: 0.992, Base Lr: 2.47e-04
2024-05-21 12:58:30 transreid.train INFO: Epoch 51 done. Time per epoch: 166.248[s] Speed: 183.6[samples/s]
2024-05-21 12:58:37 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.318, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 12:58:41 transreid.train INFO: Epoch[52] Iter[20/486] Loss: 0.319, Acc: 0.983, Base Lr: 2.42e-04
2024-05-21 12:58:44 transreid.train INFO: Epoch[52] Iter[30/486] Loss: 0.327, Acc: 0.983, Base Lr: 2.42e-04
2024-05-21 12:58:47 transreid.train INFO: Epoch[52] Iter[40/486] Loss: 0.336, Acc: 0.982, Base Lr: 2.42e-04
2024-05-21 12:58:51 transreid.train INFO: Epoch[52] Iter[50/486] Loss: 0.346, Acc: 0.980, Base Lr: 2.42e-04
2024-05-21 12:58:54 transreid.train INFO: Epoch[52] Iter[60/486] Loss: 0.333, Acc: 0.980, Base Lr: 2.42e-04
2024-05-21 12:58:58 transreid.train INFO: Epoch[52] Iter[70/486] Loss: 0.329, Acc: 0.981, Base Lr: 2.42e-04
2024-05-21 12:59:01 transreid.train INFO: Epoch[52] Iter[80/486] Loss: 0.324, Acc: 0.981, Base Lr: 2.42e-04
2024-05-21 12:59:05 transreid.train INFO: Epoch[52] Iter[90/486] Loss: 0.317, Acc: 0.981, Base Lr: 2.42e-04
2024-05-21 12:59:08 transreid.train INFO: Epoch[52] Iter[100/486] Loss: 0.314, Acc: 0.982, Base Lr: 2.42e-04
2024-05-21 12:59:11 transreid.train INFO: Epoch[52] Iter[110/486] Loss: 0.316, Acc: 0.982, Base Lr: 2.42e-04
2024-05-21 12:59:15 transreid.train INFO: Epoch[52] Iter[120/486] Loss: 0.309, Acc: 0.983, Base Lr: 2.42e-04
2024-05-21 12:59:18 transreid.train INFO: Epoch[52] Iter[130/486] Loss: 0.302, Acc: 0.984, Base Lr: 2.42e-04
2024-05-21 12:59:22 transreid.train INFO: Epoch[52] Iter[140/486] Loss: 0.296, Acc: 0.984, Base Lr: 2.42e-04
2024-05-21 12:59:25 transreid.train INFO: Epoch[52] Iter[150/486] Loss: 0.289, Acc: 0.985, Base Lr: 2.42e-04
2024-05-21 12:59:28 transreid.train INFO: Epoch[52] Iter[160/486] Loss: 0.281, Acc: 0.985, Base Lr: 2.42e-04
2024-05-21 12:59:32 transreid.train INFO: Epoch[52] Iter[170/486] Loss: 0.277, Acc: 0.986, Base Lr: 2.42e-04
2024-05-21 12:59:35 transreid.train INFO: Epoch[52] Iter[180/486] Loss: 0.272, Acc: 0.986, Base Lr: 2.42e-04
2024-05-21 12:59:39 transreid.train INFO: Epoch[52] Iter[190/486] Loss: 0.270, Acc: 0.986, Base Lr: 2.42e-04
2024-05-21 12:59:42 transreid.train INFO: Epoch[52] Iter[200/486] Loss: 0.264, Acc: 0.987, Base Lr: 2.42e-04
2024-05-21 12:59:46 transreid.train INFO: Epoch[52] Iter[210/486] Loss: 0.259, Acc: 0.987, Base Lr: 2.42e-04
2024-05-21 12:59:49 transreid.train INFO: Epoch[52] Iter[220/486] Loss: 0.253, Acc: 0.988, Base Lr: 2.42e-04
2024-05-21 12:59:52 transreid.train INFO: Epoch[52] Iter[230/486] Loss: 0.248, Acc: 0.988, Base Lr: 2.42e-04
2024-05-21 12:59:56 transreid.train INFO: Epoch[52] Iter[240/486] Loss: 0.244, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 12:59:59 transreid.train INFO: Epoch[52] Iter[250/486] Loss: 0.240, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 13:00:03 transreid.train INFO: Epoch[52] Iter[260/486] Loss: 0.237, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 13:00:06 transreid.train INFO: Epoch[52] Iter[270/486] Loss: 0.233, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 13:00:09 transreid.train INFO: Epoch[52] Iter[280/486] Loss: 0.229, Acc: 0.989, Base Lr: 2.42e-04
2024-05-21 13:00:13 transreid.train INFO: Epoch[52] Iter[290/486] Loss: 0.226, Acc: 0.990, Base Lr: 2.42e-04
2024-05-21 13:00:16 transreid.train INFO: Epoch[52] Iter[300/486] Loss: 0.221, Acc: 0.990, Base Lr: 2.42e-04
2024-05-21 13:00:20 transreid.train INFO: Epoch[52] Iter[310/486] Loss: 0.217, Acc: 0.990, Base Lr: 2.42e-04
2024-05-21 13:00:23 transreid.train INFO: Epoch[52] Iter[320/486] Loss: 0.214, Acc: 0.990, Base Lr: 2.42e-04
2024-05-21 13:00:26 transreid.train INFO: Epoch[52] Iter[330/486] Loss: 0.210, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:30 transreid.train INFO: Epoch[52] Iter[340/486] Loss: 0.207, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:33 transreid.train INFO: Epoch[52] Iter[350/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:37 transreid.train INFO: Epoch[52] Iter[360/486] Loss: 0.201, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:40 transreid.train INFO: Epoch[52] Iter[370/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:43 transreid.train INFO: Epoch[52] Iter[380/486] Loss: 0.194, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:47 transreid.train INFO: Epoch[52] Iter[390/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:00:50 transreid.train INFO: Epoch[52] Iter[400/486] Loss: 0.189, Acc: 0.991, Base Lr: 2.42e-04
2024-05-21 13:00:54 transreid.train INFO: Epoch[52] Iter[410/486] Loss: 0.186, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:00:57 transreid.train INFO: Epoch[52] Iter[420/486] Loss: 0.183, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:01:00 transreid.train INFO: Epoch[52] Iter[430/486] Loss: 0.179, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:01:04 transreid.train INFO: Epoch[52] Iter[440/486] Loss: 0.176, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:01:07 transreid.train INFO: Epoch[52] Iter[450/486] Loss: 0.173, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:01:11 transreid.train INFO: Epoch[52] Iter[460/486] Loss: 0.170, Acc: 0.992, Base Lr: 2.42e-04
2024-05-21 13:01:14 transreid.train INFO: Epoch[52] Iter[470/486] Loss: 0.167, Acc: 0.993, Base Lr: 2.42e-04
2024-05-21 13:01:16 transreid.train INFO: Epoch 52 done. Time per epoch: 165.631[s] Speed: 183.5[samples/s]
2024-05-21 13:01:23 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 0.398, Acc: 0.975, Base Lr: 2.37e-04
2024-05-21 13:01:26 transreid.train INFO: Epoch[53] Iter[20/486] Loss: 0.385, Acc: 0.973, Base Lr: 2.37e-04
2024-05-21 13:01:30 transreid.train INFO: Epoch[53] Iter[30/486] Loss: 0.359, Acc: 0.978, Base Lr: 2.37e-04
2024-05-21 13:01:33 transreid.train INFO: Epoch[53] Iter[40/486] Loss: 0.338, Acc: 0.982, Base Lr: 2.37e-04
2024-05-21 13:01:36 transreid.train INFO: Epoch[53] Iter[50/486] Loss: 0.345, Acc: 0.980, Base Lr: 2.37e-04
2024-05-21 13:01:40 transreid.train INFO: Epoch[53] Iter[60/486] Loss: 0.329, Acc: 0.982, Base Lr: 2.37e-04
2024-05-21 13:01:43 transreid.train INFO: Epoch[53] Iter[70/486] Loss: 0.326, Acc: 0.981, Base Lr: 2.37e-04
2024-05-21 13:01:46 transreid.train INFO: Epoch[53] Iter[80/486] Loss: 0.317, Acc: 0.982, Base Lr: 2.37e-04
2024-05-21 13:01:50 transreid.train INFO: Epoch[53] Iter[90/486] Loss: 0.313, Acc: 0.982, Base Lr: 2.37e-04
2024-05-21 13:01:53 transreid.train INFO: Epoch[53] Iter[100/486] Loss: 0.307, Acc: 0.983, Base Lr: 2.37e-04
2024-05-21 13:01:57 transreid.train INFO: Epoch[53] Iter[110/486] Loss: 0.300, Acc: 0.984, Base Lr: 2.37e-04
2024-05-21 13:02:00 transreid.train INFO: Epoch[53] Iter[120/486] Loss: 0.294, Acc: 0.985, Base Lr: 2.37e-04
2024-05-21 13:02:03 transreid.train INFO: Epoch[53] Iter[130/486] Loss: 0.288, Acc: 0.985, Base Lr: 2.37e-04
2024-05-21 13:02:07 transreid.train INFO: Epoch[53] Iter[140/486] Loss: 0.283, Acc: 0.985, Base Lr: 2.37e-04
2024-05-21 13:02:10 transreid.train INFO: Epoch[53] Iter[150/486] Loss: 0.276, Acc: 0.986, Base Lr: 2.37e-04
2024-05-21 13:02:14 transreid.train INFO: Epoch[53] Iter[160/486] Loss: 0.274, Acc: 0.986, Base Lr: 2.37e-04
2024-05-21 13:02:17 transreid.train INFO: Epoch[53] Iter[170/486] Loss: 0.270, Acc: 0.987, Base Lr: 2.37e-04
2024-05-21 13:02:20 transreid.train INFO: Epoch[53] Iter[180/486] Loss: 0.267, Acc: 0.987, Base Lr: 2.37e-04
2024-05-21 13:02:24 transreid.train INFO: Epoch[53] Iter[190/486] Loss: 0.264, Acc: 0.987, Base Lr: 2.37e-04
2024-05-21 13:02:27 transreid.train INFO: Epoch[53] Iter[200/486] Loss: 0.259, Acc: 0.987, Base Lr: 2.37e-04
2024-05-21 13:02:30 transreid.train INFO: Epoch[53] Iter[210/486] Loss: 0.256, Acc: 0.988, Base Lr: 2.37e-04
2024-05-21 13:02:34 transreid.train INFO: Epoch[53] Iter[220/486] Loss: 0.252, Acc: 0.988, Base Lr: 2.37e-04
2024-05-21 13:02:37 transreid.train INFO: Epoch[53] Iter[230/486] Loss: 0.248, Acc: 0.988, Base Lr: 2.37e-04
2024-05-21 13:02:41 transreid.train INFO: Epoch[53] Iter[240/486] Loss: 0.244, Acc: 0.989, Base Lr: 2.37e-04
2024-05-21 13:02:44 transreid.train INFO: Epoch[53] Iter[250/486] Loss: 0.240, Acc: 0.989, Base Lr: 2.37e-04
2024-05-21 13:02:47 transreid.train INFO: Epoch[53] Iter[260/486] Loss: 0.237, Acc: 0.989, Base Lr: 2.37e-04
2024-05-21 13:02:51 transreid.train INFO: Epoch[53] Iter[270/486] Loss: 0.232, Acc: 0.989, Base Lr: 2.37e-04
2024-05-21 13:02:54 transreid.train INFO: Epoch[53] Iter[280/486] Loss: 0.228, Acc: 0.990, Base Lr: 2.37e-04
2024-05-21 13:02:58 transreid.train INFO: Epoch[53] Iter[290/486] Loss: 0.225, Acc: 0.990, Base Lr: 2.37e-04
2024-05-21 13:03:01 transreid.train INFO: Epoch[53] Iter[300/486] Loss: 0.221, Acc: 0.990, Base Lr: 2.37e-04
2024-05-21 13:03:05 transreid.train INFO: Epoch[53] Iter[310/486] Loss: 0.217, Acc: 0.990, Base Lr: 2.37e-04
2024-05-21 13:03:08 transreid.train INFO: Epoch[53] Iter[320/486] Loss: 0.213, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:11 transreid.train INFO: Epoch[53] Iter[330/486] Loss: 0.211, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:15 transreid.train INFO: Epoch[53] Iter[340/486] Loss: 0.207, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:18 transreid.train INFO: Epoch[53] Iter[350/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:22 transreid.train INFO: Epoch[53] Iter[360/486] Loss: 0.201, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:25 transreid.train INFO: Epoch[53] Iter[370/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:28 transreid.train INFO: Epoch[53] Iter[380/486] Loss: 0.195, Acc: 0.991, Base Lr: 2.37e-04
2024-05-21 13:03:32 transreid.train INFO: Epoch[53] Iter[390/486] Loss: 0.191, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:35 transreid.train INFO: Epoch[53] Iter[400/486] Loss: 0.188, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:39 transreid.train INFO: Epoch[53] Iter[410/486] Loss: 0.184, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:42 transreid.train INFO: Epoch[53] Iter[420/486] Loss: 0.182, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:45 transreid.train INFO: Epoch[53] Iter[430/486] Loss: 0.179, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:49 transreid.train INFO: Epoch[53] Iter[440/486] Loss: 0.176, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:52 transreid.train INFO: Epoch[53] Iter[450/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:56 transreid.train INFO: Epoch[53] Iter[460/486] Loss: 0.171, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:03:59 transreid.train INFO: Epoch[53] Iter[470/486] Loss: 0.169, Acc: 0.992, Base Lr: 2.37e-04
2024-05-21 13:04:01 transreid.train INFO: Epoch 53 done. Time per epoch: 164.601[s] Speed: 184.3[samples/s]
2024-05-21 13:04:07 transreid.train INFO: Epoch[54] Iter[10/486] Loss: 0.411, Acc: 0.966, Base Lr: 2.32e-04
2024-05-21 13:04:11 transreid.train INFO: Epoch[54] Iter[20/486] Loss: 0.363, Acc: 0.973, Base Lr: 2.32e-04
2024-05-21 13:04:14 transreid.train INFO: Epoch[54] Iter[30/486] Loss: 0.380, Acc: 0.968, Base Lr: 2.32e-04
2024-05-21 13:04:17 transreid.train INFO: Epoch[54] Iter[40/486] Loss: 0.359, Acc: 0.974, Base Lr: 2.32e-04
2024-05-21 13:04:21 transreid.train INFO: Epoch[54] Iter[50/486] Loss: 0.331, Acc: 0.977, Base Lr: 2.32e-04
2024-05-21 13:04:24 transreid.train INFO: Epoch[54] Iter[60/486] Loss: 0.314, Acc: 0.980, Base Lr: 2.32e-04
2024-05-21 13:04:28 transreid.train INFO: Epoch[54] Iter[70/486] Loss: 0.308, Acc: 0.981, Base Lr: 2.32e-04
2024-05-21 13:04:31 transreid.train INFO: Epoch[54] Iter[80/486] Loss: 0.302, Acc: 0.981, Base Lr: 2.32e-04
2024-05-21 13:04:34 transreid.train INFO: Epoch[54] Iter[90/486] Loss: 0.296, Acc: 0.981, Base Lr: 2.32e-04
2024-05-21 13:04:38 transreid.train INFO: Epoch[54] Iter[100/486] Loss: 0.287, Acc: 0.983, Base Lr: 2.32e-04
2024-05-21 13:04:41 transreid.train INFO: Epoch[54] Iter[110/486] Loss: 0.281, Acc: 0.984, Base Lr: 2.32e-04
2024-05-21 13:04:45 transreid.train INFO: Epoch[54] Iter[120/486] Loss: 0.275, Acc: 0.984, Base Lr: 2.32e-04
2024-05-21 13:04:48 transreid.train INFO: Epoch[54] Iter[130/486] Loss: 0.270, Acc: 0.985, Base Lr: 2.32e-04
2024-05-21 13:04:51 transreid.train INFO: Epoch[54] Iter[140/486] Loss: 0.267, Acc: 0.985, Base Lr: 2.32e-04
2024-05-21 13:04:55 transreid.train INFO: Epoch[54] Iter[150/486] Loss: 0.262, Acc: 0.986, Base Lr: 2.32e-04
2024-05-21 13:04:58 transreid.train INFO: Epoch[54] Iter[160/486] Loss: 0.259, Acc: 0.986, Base Lr: 2.32e-04
2024-05-21 13:05:02 transreid.train INFO: Epoch[54] Iter[170/486] Loss: 0.255, Acc: 0.986, Base Lr: 2.32e-04
2024-05-21 13:05:05 transreid.train INFO: Epoch[54] Iter[180/486] Loss: 0.250, Acc: 0.987, Base Lr: 2.32e-04
2024-05-21 13:05:08 transreid.train INFO: Epoch[54] Iter[190/486] Loss: 0.246, Acc: 0.987, Base Lr: 2.32e-04
2024-05-21 13:05:12 transreid.train INFO: Epoch[54] Iter[200/486] Loss: 0.243, Acc: 0.987, Base Lr: 2.32e-04
2024-05-21 13:05:15 transreid.train INFO: Epoch[54] Iter[210/486] Loss: 0.240, Acc: 0.988, Base Lr: 2.32e-04
2024-05-21 13:05:19 transreid.train INFO: Epoch[54] Iter[220/486] Loss: 0.236, Acc: 0.988, Base Lr: 2.32e-04
2024-05-21 13:05:22 transreid.train INFO: Epoch[54] Iter[230/486] Loss: 0.231, Acc: 0.988, Base Lr: 2.32e-04
2024-05-21 13:05:25 transreid.train INFO: Epoch[54] Iter[240/486] Loss: 0.227, Acc: 0.989, Base Lr: 2.32e-04
2024-05-21 13:05:29 transreid.train INFO: Epoch[54] Iter[250/486] Loss: 0.224, Acc: 0.989, Base Lr: 2.32e-04
2024-05-21 13:05:32 transreid.train INFO: Epoch[54] Iter[260/486] Loss: 0.221, Acc: 0.989, Base Lr: 2.32e-04
2024-05-21 13:05:36 transreid.train INFO: Epoch[54] Iter[270/486] Loss: 0.217, Acc: 0.989, Base Lr: 2.32e-04
2024-05-21 13:05:39 transreid.train INFO: Epoch[54] Iter[280/486] Loss: 0.213, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:42 transreid.train INFO: Epoch[54] Iter[290/486] Loss: 0.210, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:46 transreid.train INFO: Epoch[54] Iter[300/486] Loss: 0.208, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:49 transreid.train INFO: Epoch[54] Iter[310/486] Loss: 0.205, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:52 transreid.train INFO: Epoch[54] Iter[320/486] Loss: 0.202, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:56 transreid.train INFO: Epoch[54] Iter[330/486] Loss: 0.199, Acc: 0.990, Base Lr: 2.32e-04
2024-05-21 13:05:59 transreid.train INFO: Epoch[54] Iter[340/486] Loss: 0.196, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:03 transreid.train INFO: Epoch[54] Iter[350/486] Loss: 0.193, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:06 transreid.train INFO: Epoch[54] Iter[360/486] Loss: 0.190, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:09 transreid.train INFO: Epoch[54] Iter[370/486] Loss: 0.187, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:13 transreid.train INFO: Epoch[54] Iter[380/486] Loss: 0.184, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:16 transreid.train INFO: Epoch[54] Iter[390/486] Loss: 0.182, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:20 transreid.train INFO: Epoch[54] Iter[400/486] Loss: 0.179, Acc: 0.991, Base Lr: 2.32e-04
2024-05-21 13:06:23 transreid.train INFO: Epoch[54] Iter[410/486] Loss: 0.176, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:26 transreid.train INFO: Epoch[54] Iter[420/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:30 transreid.train INFO: Epoch[54] Iter[430/486] Loss: 0.171, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:33 transreid.train INFO: Epoch[54] Iter[440/486] Loss: 0.168, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:37 transreid.train INFO: Epoch[54] Iter[450/486] Loss: 0.165, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:40 transreid.train INFO: Epoch[54] Iter[460/486] Loss: 0.162, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:43 transreid.train INFO: Epoch[54] Iter[470/486] Loss: 0.159, Acc: 0.992, Base Lr: 2.32e-04
2024-05-21 13:06:46 transreid.train INFO: Epoch 54 done. Time per epoch: 165.475[s] Speed: 184.5[samples/s]
2024-05-21 13:06:53 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.301, Acc: 0.984, Base Lr: 2.26e-04
2024-05-21 13:06:56 transreid.train INFO: Epoch[55] Iter[20/486] Loss: 0.289, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:00 transreid.train INFO: Epoch[55] Iter[30/486] Loss: 0.289, Acc: 0.984, Base Lr: 2.26e-04
2024-05-21 13:07:03 transreid.train INFO: Epoch[55] Iter[40/486] Loss: 0.276, Acc: 0.988, Base Lr: 2.26e-04
2024-05-21 13:07:06 transreid.train INFO: Epoch[55] Iter[50/486] Loss: 0.293, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:10 transreid.train INFO: Epoch[55] Iter[60/486] Loss: 0.291, Acc: 0.984, Base Lr: 2.26e-04
2024-05-21 13:07:13 transreid.train INFO: Epoch[55] Iter[70/486] Loss: 0.280, Acc: 0.985, Base Lr: 2.26e-04
2024-05-21 13:07:16 transreid.train INFO: Epoch[55] Iter[80/486] Loss: 0.273, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:20 transreid.train INFO: Epoch[55] Iter[90/486] Loss: 0.271, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:23 transreid.train INFO: Epoch[55] Iter[100/486] Loss: 0.269, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:26 transreid.train INFO: Epoch[55] Iter[110/486] Loss: 0.269, Acc: 0.986, Base Lr: 2.26e-04
2024-05-21 13:07:30 transreid.train INFO: Epoch[55] Iter[120/486] Loss: 0.261, Acc: 0.987, Base Lr: 2.26e-04
2024-05-21 13:07:33 transreid.train INFO: Epoch[55] Iter[130/486] Loss: 0.255, Acc: 0.988, Base Lr: 2.26e-04
2024-05-21 13:07:37 transreid.train INFO: Epoch[55] Iter[140/486] Loss: 0.251, Acc: 0.989, Base Lr: 2.26e-04
2024-05-21 13:07:40 transreid.train INFO: Epoch[55] Iter[150/486] Loss: 0.247, Acc: 0.989, Base Lr: 2.26e-04
2024-05-21 13:07:43 transreid.train INFO: Epoch[55] Iter[160/486] Loss: 0.243, Acc: 0.990, Base Lr: 2.26e-04
2024-05-21 13:07:47 transreid.train INFO: Epoch[55] Iter[170/486] Loss: 0.239, Acc: 0.990, Base Lr: 2.26e-04
2024-05-21 13:07:50 transreid.train INFO: Epoch[55] Iter[180/486] Loss: 0.233, Acc: 0.990, Base Lr: 2.26e-04
2024-05-21 13:07:53 transreid.train INFO: Epoch[55] Iter[190/486] Loss: 0.229, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:07:57 transreid.train INFO: Epoch[55] Iter[200/486] Loss: 0.227, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:08:00 transreid.train INFO: Epoch[55] Iter[210/486] Loss: 0.223, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:08:04 transreid.train INFO: Epoch[55] Iter[220/486] Loss: 0.219, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:08:07 transreid.train INFO: Epoch[55] Iter[230/486] Loss: 0.216, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:08:10 transreid.train INFO: Epoch[55] Iter[240/486] Loss: 0.213, Acc: 0.991, Base Lr: 2.26e-04
2024-05-21 13:08:14 transreid.train INFO: Epoch[55] Iter[250/486] Loss: 0.210, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:17 transreid.train INFO: Epoch[55] Iter[260/486] Loss: 0.206, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:20 transreid.train INFO: Epoch[55] Iter[270/486] Loss: 0.202, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:24 transreid.train INFO: Epoch[55] Iter[280/486] Loss: 0.199, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:27 transreid.train INFO: Epoch[55] Iter[290/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:31 transreid.train INFO: Epoch[55] Iter[300/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:34 transreid.train INFO: Epoch[55] Iter[310/486] Loss: 0.191, Acc: 0.992, Base Lr: 2.26e-04
2024-05-21 13:08:37 transreid.train INFO: Epoch[55] Iter[320/486] Loss: 0.188, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:41 transreid.train INFO: Epoch[55] Iter[330/486] Loss: 0.186, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:44 transreid.train INFO: Epoch[55] Iter[340/486] Loss: 0.183, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:48 transreid.train INFO: Epoch[55] Iter[350/486] Loss: 0.181, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:51 transreid.train INFO: Epoch[55] Iter[360/486] Loss: 0.179, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:54 transreid.train INFO: Epoch[55] Iter[370/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:08:58 transreid.train INFO: Epoch[55] Iter[380/486] Loss: 0.173, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:01 transreid.train INFO: Epoch[55] Iter[390/486] Loss: 0.170, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:04 transreid.train INFO: Epoch[55] Iter[400/486] Loss: 0.167, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:08 transreid.train INFO: Epoch[55] Iter[410/486] Loss: 0.165, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:11 transreid.train INFO: Epoch[55] Iter[420/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:15 transreid.train INFO: Epoch[55] Iter[430/486] Loss: 0.160, Acc: 0.993, Base Lr: 2.26e-04
2024-05-21 13:09:18 transreid.train INFO: Epoch[55] Iter[440/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.26e-04
2024-05-21 13:09:21 transreid.train INFO: Epoch[55] Iter[450/486] Loss: 0.155, Acc: 0.994, Base Lr: 2.26e-04
2024-05-21 13:09:25 transreid.train INFO: Epoch[55] Iter[460/486] Loss: 0.152, Acc: 0.994, Base Lr: 2.26e-04
2024-05-21 13:09:28 transreid.train INFO: Epoch[55] Iter[470/486] Loss: 0.149, Acc: 0.994, Base Lr: 2.26e-04
2024-05-21 13:09:29 transreid.train INFO: Epoch 55 done. Time per epoch: 163.076[s] Speed: 185.2[samples/s]
2024-05-21 13:09:36 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.244, Acc: 0.998, Base Lr: 2.21e-04
2024-05-21 13:09:39 transreid.train INFO: Epoch[56] Iter[20/486] Loss: 0.225, Acc: 0.997, Base Lr: 2.21e-04
2024-05-21 13:09:43 transreid.train INFO: Epoch[56] Iter[30/486] Loss: 0.230, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:09:46 transreid.train INFO: Epoch[56] Iter[40/486] Loss: 0.237, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:09:50 transreid.train INFO: Epoch[56] Iter[50/486] Loss: 0.251, Acc: 0.990, Base Lr: 2.21e-04
2024-05-21 13:09:53 transreid.train INFO: Epoch[56] Iter[60/486] Loss: 0.246, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:09:56 transreid.train INFO: Epoch[56] Iter[70/486] Loss: 0.241, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:00 transreid.train INFO: Epoch[56] Iter[80/486] Loss: 0.237, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:03 transreid.train INFO: Epoch[56] Iter[90/486] Loss: 0.239, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:06 transreid.train INFO: Epoch[56] Iter[100/486] Loss: 0.239, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:10 transreid.train INFO: Epoch[56] Iter[110/486] Loss: 0.238, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:13 transreid.train INFO: Epoch[56] Iter[120/486] Loss: 0.237, Acc: 0.990, Base Lr: 2.21e-04
2024-05-21 13:10:17 transreid.train INFO: Epoch[56] Iter[130/486] Loss: 0.234, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:20 transreid.train INFO: Epoch[56] Iter[140/486] Loss: 0.231, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:24 transreid.train INFO: Epoch[56] Iter[150/486] Loss: 0.229, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:27 transreid.train INFO: Epoch[56] Iter[160/486] Loss: 0.226, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:30 transreid.train INFO: Epoch[56] Iter[170/486] Loss: 0.223, Acc: 0.991, Base Lr: 2.21e-04
2024-05-21 13:10:34 transreid.train INFO: Epoch[56] Iter[180/486] Loss: 0.219, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:37 transreid.train INFO: Epoch[56] Iter[190/486] Loss: 0.216, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:40 transreid.train INFO: Epoch[56] Iter[200/486] Loss: 0.212, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:44 transreid.train INFO: Epoch[56] Iter[210/486] Loss: 0.211, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:47 transreid.train INFO: Epoch[56] Iter[220/486] Loss: 0.209, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:51 transreid.train INFO: Epoch[56] Iter[230/486] Loss: 0.207, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:54 transreid.train INFO: Epoch[56] Iter[240/486] Loss: 0.203, Acc: 0.992, Base Lr: 2.21e-04
2024-05-21 13:10:57 transreid.train INFO: Epoch[56] Iter[250/486] Loss: 0.200, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:01 transreid.train INFO: Epoch[56] Iter[260/486] Loss: 0.197, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:04 transreid.train INFO: Epoch[56] Iter[270/486] Loss: 0.195, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:08 transreid.train INFO: Epoch[56] Iter[280/486] Loss: 0.192, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:11 transreid.train INFO: Epoch[56] Iter[290/486] Loss: 0.190, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:14 transreid.train INFO: Epoch[56] Iter[300/486] Loss: 0.186, Acc: 0.993, Base Lr: 2.21e-04
2024-05-21 13:11:18 transreid.train INFO: Epoch[56] Iter[310/486] Loss: 0.183, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:21 transreid.train INFO: Epoch[56] Iter[320/486] Loss: 0.181, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:25 transreid.train INFO: Epoch[56] Iter[330/486] Loss: 0.178, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:28 transreid.train INFO: Epoch[56] Iter[340/486] Loss: 0.175, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:31 transreid.train INFO: Epoch[56] Iter[350/486] Loss: 0.173, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:35 transreid.train INFO: Epoch[56] Iter[360/486] Loss: 0.170, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:38 transreid.train INFO: Epoch[56] Iter[370/486] Loss: 0.167, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:41 transreid.train INFO: Epoch[56] Iter[380/486] Loss: 0.164, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:45 transreid.train INFO: Epoch[56] Iter[390/486] Loss: 0.161, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:48 transreid.train INFO: Epoch[56] Iter[400/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:52 transreid.train INFO: Epoch[56] Iter[410/486] Loss: 0.156, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:55 transreid.train INFO: Epoch[56] Iter[420/486] Loss: 0.154, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:11:58 transreid.train INFO: Epoch[56] Iter[430/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:12:02 transreid.train INFO: Epoch[56] Iter[440/486] Loss: 0.148, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:12:05 transreid.train INFO: Epoch[56] Iter[450/486] Loss: 0.146, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:12:08 transreid.train INFO: Epoch[56] Iter[460/486] Loss: 0.144, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:12:12 transreid.train INFO: Epoch[56] Iter[470/486] Loss: 0.141, Acc: 0.994, Base Lr: 2.21e-04
2024-05-21 13:12:13 transreid.train INFO: Epoch 56 done. Time per epoch: 163.649[s] Speed: 184.6[samples/s]
2024-05-21 13:12:20 transreid.train INFO: Epoch[57] Iter[10/486] Loss: 0.329, Acc: 0.967, Base Lr: 2.16e-04
2024-05-21 13:12:23 transreid.train INFO: Epoch[57] Iter[20/486] Loss: 0.283, Acc: 0.977, Base Lr: 2.16e-04
2024-05-21 13:12:26 transreid.train INFO: Epoch[57] Iter[30/486] Loss: 0.277, Acc: 0.980, Base Lr: 2.16e-04
2024-05-21 13:12:30 transreid.train INFO: Epoch[57] Iter[40/486] Loss: 0.273, Acc: 0.982, Base Lr: 2.16e-04
2024-05-21 13:12:33 transreid.train INFO: Epoch[57] Iter[50/486] Loss: 0.264, Acc: 0.984, Base Lr: 2.16e-04
2024-05-21 13:12:37 transreid.train INFO: Epoch[57] Iter[60/486] Loss: 0.261, Acc: 0.985, Base Lr: 2.16e-04
2024-05-21 13:12:40 transreid.train INFO: Epoch[57] Iter[70/486] Loss: 0.248, Acc: 0.986, Base Lr: 2.16e-04
2024-05-21 13:12:43 transreid.train INFO: Epoch[57] Iter[80/486] Loss: 0.246, Acc: 0.987, Base Lr: 2.16e-04
2024-05-21 13:12:47 transreid.train INFO: Epoch[57] Iter[90/486] Loss: 0.244, Acc: 0.988, Base Lr: 2.16e-04
2024-05-21 13:12:50 transreid.train INFO: Epoch[57] Iter[100/486] Loss: 0.243, Acc: 0.989, Base Lr: 2.16e-04
2024-05-21 13:12:53 transreid.train INFO: Epoch[57] Iter[110/486] Loss: 0.237, Acc: 0.989, Base Lr: 2.16e-04
2024-05-21 13:12:57 transreid.train INFO: Epoch[57] Iter[120/486] Loss: 0.234, Acc: 0.990, Base Lr: 2.16e-04
2024-05-21 13:13:00 transreid.train INFO: Epoch[57] Iter[130/486] Loss: 0.233, Acc: 0.990, Base Lr: 2.16e-04
2024-05-21 13:13:04 transreid.train INFO: Epoch[57] Iter[140/486] Loss: 0.229, Acc: 0.990, Base Lr: 2.16e-04
2024-05-21 13:13:07 transreid.train INFO: Epoch[57] Iter[150/486] Loss: 0.226, Acc: 0.991, Base Lr: 2.16e-04
2024-05-21 13:13:10 transreid.train INFO: Epoch[57] Iter[160/486] Loss: 0.222, Acc: 0.991, Base Lr: 2.16e-04
2024-05-21 13:13:14 transreid.train INFO: Epoch[57] Iter[170/486] Loss: 0.221, Acc: 0.991, Base Lr: 2.16e-04
2024-05-21 13:13:17 transreid.train INFO: Epoch[57] Iter[180/486] Loss: 0.215, Acc: 0.991, Base Lr: 2.16e-04
2024-05-21 13:13:20 transreid.train INFO: Epoch[57] Iter[190/486] Loss: 0.212, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:24 transreid.train INFO: Epoch[57] Iter[200/486] Loss: 0.209, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:27 transreid.train INFO: Epoch[57] Iter[210/486] Loss: 0.207, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:30 transreid.train INFO: Epoch[57] Iter[220/486] Loss: 0.204, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:34 transreid.train INFO: Epoch[57] Iter[230/486] Loss: 0.201, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:37 transreid.train INFO: Epoch[57] Iter[240/486] Loss: 0.199, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:41 transreid.train INFO: Epoch[57] Iter[250/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:44 transreid.train INFO: Epoch[57] Iter[260/486] Loss: 0.194, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:47 transreid.train INFO: Epoch[57] Iter[270/486] Loss: 0.190, Acc: 0.992, Base Lr: 2.16e-04
2024-05-21 13:13:51 transreid.train INFO: Epoch[57] Iter[280/486] Loss: 0.187, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:13:54 transreid.train INFO: Epoch[57] Iter[290/486] Loss: 0.184, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:13:57 transreid.train INFO: Epoch[57] Iter[300/486] Loss: 0.182, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:01 transreid.train INFO: Epoch[57] Iter[310/486] Loss: 0.179, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:04 transreid.train INFO: Epoch[57] Iter[320/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:08 transreid.train INFO: Epoch[57] Iter[330/486] Loss: 0.173, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:11 transreid.train INFO: Epoch[57] Iter[340/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:14 transreid.train INFO: Epoch[57] Iter[350/486] Loss: 0.168, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:18 transreid.train INFO: Epoch[57] Iter[360/486] Loss: 0.165, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:21 transreid.train INFO: Epoch[57] Iter[370/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.16e-04
2024-05-21 13:14:24 transreid.train INFO: Epoch[57] Iter[380/486] Loss: 0.160, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:28 transreid.train INFO: Epoch[57] Iter[390/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:31 transreid.train INFO: Epoch[57] Iter[400/486] Loss: 0.155, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:35 transreid.train INFO: Epoch[57] Iter[410/486] Loss: 0.152, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:38 transreid.train INFO: Epoch[57] Iter[420/486] Loss: 0.149, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:41 transreid.train INFO: Epoch[57] Iter[430/486] Loss: 0.147, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:45 transreid.train INFO: Epoch[57] Iter[440/486] Loss: 0.144, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:48 transreid.train INFO: Epoch[57] Iter[450/486] Loss: 0.142, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:52 transreid.train INFO: Epoch[57] Iter[460/486] Loss: 0.139, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:55 transreid.train INFO: Epoch[57] Iter[470/486] Loss: 0.137, Acc: 0.994, Base Lr: 2.16e-04
2024-05-21 13:14:57 transreid.train INFO: Epoch 57 done. Time per epoch: 163.886[s] Speed: 185.1[samples/s]
2024-05-21 13:15:04 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.248, Acc: 0.983, Base Lr: 2.11e-04
2024-05-21 13:15:07 transreid.train INFO: Epoch[58] Iter[20/486] Loss: 0.249, Acc: 0.984, Base Lr: 2.11e-04
2024-05-21 13:15:10 transreid.train INFO: Epoch[58] Iter[30/486] Loss: 0.242, Acc: 0.990, Base Lr: 2.11e-04
2024-05-21 13:15:14 transreid.train INFO: Epoch[58] Iter[40/486] Loss: 0.242, Acc: 0.988, Base Lr: 2.11e-04
2024-05-21 13:15:17 transreid.train INFO: Epoch[58] Iter[50/486] Loss: 0.232, Acc: 0.989, Base Lr: 2.11e-04
2024-05-21 13:15:20 transreid.train INFO: Epoch[58] Iter[60/486] Loss: 0.239, Acc: 0.988, Base Lr: 2.11e-04
2024-05-21 13:15:24 transreid.train INFO: Epoch[58] Iter[70/486] Loss: 0.234, Acc: 0.988, Base Lr: 2.11e-04
2024-05-21 13:15:27 transreid.train INFO: Epoch[58] Iter[80/486] Loss: 0.231, Acc: 0.989, Base Lr: 2.11e-04
2024-05-21 13:15:31 transreid.train INFO: Epoch[58] Iter[90/486] Loss: 0.234, Acc: 0.989, Base Lr: 2.11e-04
2024-05-21 13:15:34 transreid.train INFO: Epoch[58] Iter[100/486] Loss: 0.230, Acc: 0.989, Base Lr: 2.11e-04
2024-05-21 13:15:37 transreid.train INFO: Epoch[58] Iter[110/486] Loss: 0.224, Acc: 0.990, Base Lr: 2.11e-04
2024-05-21 13:15:41 transreid.train INFO: Epoch[58] Iter[120/486] Loss: 0.223, Acc: 0.990, Base Lr: 2.11e-04
2024-05-21 13:15:44 transreid.train INFO: Epoch[58] Iter[130/486] Loss: 0.222, Acc: 0.990, Base Lr: 2.11e-04
2024-05-21 13:15:48 transreid.train INFO: Epoch[58] Iter[140/486] Loss: 0.217, Acc: 0.991, Base Lr: 2.11e-04
2024-05-21 13:15:51 transreid.train INFO: Epoch[58] Iter[150/486] Loss: 0.213, Acc: 0.991, Base Lr: 2.11e-04
2024-05-21 13:15:54 transreid.train INFO: Epoch[58] Iter[160/486] Loss: 0.209, Acc: 0.991, Base Lr: 2.11e-04
2024-05-21 13:15:58 transreid.train INFO: Epoch[58] Iter[170/486] Loss: 0.205, Acc: 0.991, Base Lr: 2.11e-04
2024-05-21 13:16:01 transreid.train INFO: Epoch[58] Iter[180/486] Loss: 0.202, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:04 transreid.train INFO: Epoch[58] Iter[190/486] Loss: 0.200, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:08 transreid.train INFO: Epoch[58] Iter[200/486] Loss: 0.197, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:11 transreid.train INFO: Epoch[58] Iter[210/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:15 transreid.train INFO: Epoch[58] Iter[220/486] Loss: 0.191, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:18 transreid.train INFO: Epoch[58] Iter[230/486] Loss: 0.188, Acc: 0.992, Base Lr: 2.11e-04
2024-05-21 13:16:21 transreid.train INFO: Epoch[58] Iter[240/486] Loss: 0.185, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:25 transreid.train INFO: Epoch[58] Iter[250/486] Loss: 0.182, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:28 transreid.train INFO: Epoch[58] Iter[260/486] Loss: 0.179, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:32 transreid.train INFO: Epoch[58] Iter[270/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:35 transreid.train INFO: Epoch[58] Iter[280/486] Loss: 0.173, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:38 transreid.train INFO: Epoch[58] Iter[290/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.11e-04
2024-05-21 13:16:42 transreid.train INFO: Epoch[58] Iter[300/486] Loss: 0.168, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:16:45 transreid.train INFO: Epoch[58] Iter[310/486] Loss: 0.165, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:16:49 transreid.train INFO: Epoch[58] Iter[320/486] Loss: 0.163, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:16:52 transreid.train INFO: Epoch[58] Iter[330/486] Loss: 0.161, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:16:55 transreid.train INFO: Epoch[58] Iter[340/486] Loss: 0.160, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:16:59 transreid.train INFO: Epoch[58] Iter[350/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:02 transreid.train INFO: Epoch[58] Iter[360/486] Loss: 0.156, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:05 transreid.train INFO: Epoch[58] Iter[370/486] Loss: 0.154, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:09 transreid.train INFO: Epoch[58] Iter[380/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:12 transreid.train INFO: Epoch[58] Iter[390/486] Loss: 0.149, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:16 transreid.train INFO: Epoch[58] Iter[400/486] Loss: 0.146, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:19 transreid.train INFO: Epoch[58] Iter[410/486] Loss: 0.144, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:22 transreid.train INFO: Epoch[58] Iter[420/486] Loss: 0.142, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:26 transreid.train INFO: Epoch[58] Iter[430/486] Loss: 0.140, Acc: 0.994, Base Lr: 2.11e-04
2024-05-21 13:17:29 transreid.train INFO: Epoch[58] Iter[440/486] Loss: 0.137, Acc: 0.995, Base Lr: 2.11e-04
2024-05-21 13:17:33 transreid.train INFO: Epoch[58] Iter[450/486] Loss: 0.136, Acc: 0.995, Base Lr: 2.11e-04
2024-05-21 13:17:36 transreid.train INFO: Epoch[58] Iter[460/486] Loss: 0.133, Acc: 0.995, Base Lr: 2.11e-04
2024-05-21 13:17:39 transreid.train INFO: Epoch[58] Iter[470/486] Loss: 0.131, Acc: 0.995, Base Lr: 2.11e-04
2024-05-21 13:17:41 transreid.train INFO: Epoch 58 done. Time per epoch: 163.991[s] Speed: 184.6[samples/s]
2024-05-21 13:17:47 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.276, Acc: 0.980, Base Lr: 2.06e-04
2024-05-21 13:17:51 transreid.train INFO: Epoch[59] Iter[20/486] Loss: 0.251, Acc: 0.982, Base Lr: 2.06e-04
2024-05-21 13:17:54 transreid.train INFO: Epoch[59] Iter[30/486] Loss: 0.245, Acc: 0.984, Base Lr: 2.06e-04
2024-05-21 13:17:58 transreid.train INFO: Epoch[59] Iter[40/486] Loss: 0.243, Acc: 0.985, Base Lr: 2.06e-04
2024-05-21 13:18:01 transreid.train INFO: Epoch[59] Iter[50/486] Loss: 0.240, Acc: 0.985, Base Lr: 2.06e-04
2024-05-21 13:18:04 transreid.train INFO: Epoch[59] Iter[60/486] Loss: 0.238, Acc: 0.986, Base Lr: 2.06e-04
2024-05-21 13:18:08 transreid.train INFO: Epoch[59] Iter[70/486] Loss: 0.236, Acc: 0.987, Base Lr: 2.06e-04
2024-05-21 13:18:11 transreid.train INFO: Epoch[59] Iter[80/486] Loss: 0.235, Acc: 0.988, Base Lr: 2.06e-04
2024-05-21 13:18:15 transreid.train INFO: Epoch[59] Iter[90/486] Loss: 0.234, Acc: 0.988, Base Lr: 2.06e-04
2024-05-21 13:18:18 transreid.train INFO: Epoch[59] Iter[100/486] Loss: 0.230, Acc: 0.988, Base Lr: 2.06e-04
2024-05-21 13:18:21 transreid.train INFO: Epoch[59] Iter[110/486] Loss: 0.225, Acc: 0.989, Base Lr: 2.06e-04
2024-05-21 13:18:25 transreid.train INFO: Epoch[59] Iter[120/486] Loss: 0.223, Acc: 0.989, Base Lr: 2.06e-04
2024-05-21 13:18:28 transreid.train INFO: Epoch[59] Iter[130/486] Loss: 0.219, Acc: 0.989, Base Lr: 2.06e-04
2024-05-21 13:18:31 transreid.train INFO: Epoch[59] Iter[140/486] Loss: 0.216, Acc: 0.990, Base Lr: 2.06e-04
2024-05-21 13:18:35 transreid.train INFO: Epoch[59] Iter[150/486] Loss: 0.215, Acc: 0.990, Base Lr: 2.06e-04
2024-05-21 13:18:38 transreid.train INFO: Epoch[59] Iter[160/486] Loss: 0.212, Acc: 0.990, Base Lr: 2.06e-04
2024-05-21 13:18:42 transreid.train INFO: Epoch[59] Iter[170/486] Loss: 0.210, Acc: 0.991, Base Lr: 2.06e-04
2024-05-21 13:18:45 transreid.train INFO: Epoch[59] Iter[180/486] Loss: 0.205, Acc: 0.991, Base Lr: 2.06e-04
2024-05-21 13:18:48 transreid.train INFO: Epoch[59] Iter[190/486] Loss: 0.201, Acc: 0.991, Base Lr: 2.06e-04
2024-05-21 13:18:52 transreid.train INFO: Epoch[59] Iter[200/486] Loss: 0.197, Acc: 0.992, Base Lr: 2.06e-04
2024-05-21 13:18:55 transreid.train INFO: Epoch[59] Iter[210/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.06e-04
2024-05-21 13:18:59 transreid.train INFO: Epoch[59] Iter[220/486] Loss: 0.193, Acc: 0.992, Base Lr: 2.06e-04
2024-05-21 13:19:02 transreid.train INFO: Epoch[59] Iter[230/486] Loss: 0.190, Acc: 0.992, Base Lr: 2.06e-04
2024-05-21 13:19:05 transreid.train INFO: Epoch[59] Iter[240/486] Loss: 0.186, Acc: 0.992, Base Lr: 2.06e-04
2024-05-21 13:19:09 transreid.train INFO: Epoch[59] Iter[250/486] Loss: 0.183, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:12 transreid.train INFO: Epoch[59] Iter[260/486] Loss: 0.181, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:15 transreid.train INFO: Epoch[59] Iter[270/486] Loss: 0.178, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:19 transreid.train INFO: Epoch[59] Iter[280/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:22 transreid.train INFO: Epoch[59] Iter[290/486] Loss: 0.174, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:26 transreid.train INFO: Epoch[59] Iter[300/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:29 transreid.train INFO: Epoch[59] Iter[310/486] Loss: 0.169, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:32 transreid.train INFO: Epoch[59] Iter[320/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:36 transreid.train INFO: Epoch[59] Iter[330/486] Loss: 0.164, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:39 transreid.train INFO: Epoch[59] Iter[340/486] Loss: 0.161, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:43 transreid.train INFO: Epoch[59] Iter[350/486] Loss: 0.158, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:46 transreid.train INFO: Epoch[59] Iter[360/486] Loss: 0.156, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:49 transreid.train INFO: Epoch[59] Iter[370/486] Loss: 0.153, Acc: 0.993, Base Lr: 2.06e-04
2024-05-21 13:19:53 transreid.train INFO: Epoch[59] Iter[380/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:19:56 transreid.train INFO: Epoch[59] Iter[390/486] Loss: 0.148, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:00 transreid.train INFO: Epoch[59] Iter[400/486] Loss: 0.146, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:03 transreid.train INFO: Epoch[59] Iter[410/486] Loss: 0.143, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:06 transreid.train INFO: Epoch[59] Iter[420/486] Loss: 0.140, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:10 transreid.train INFO: Epoch[59] Iter[430/486] Loss: 0.138, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:13 transreid.train INFO: Epoch[59] Iter[440/486] Loss: 0.135, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:17 transreid.train INFO: Epoch[59] Iter[450/486] Loss: 0.133, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:20 transreid.train INFO: Epoch[59] Iter[460/486] Loss: 0.131, Acc: 0.994, Base Lr: 2.06e-04
2024-05-21 13:20:23 transreid.train INFO: Epoch[59] Iter[470/486] Loss: 0.128, Acc: 0.995, Base Lr: 2.06e-04
2024-05-21 13:20:26 transreid.train INFO: Epoch 59 done. Time per epoch: 164.802[s] Speed: 184.5[samples/s]
2024-05-21 13:20:32 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.227, Acc: 0.986, Base Lr: 2.00e-04
2024-05-21 13:20:36 transreid.train INFO: Epoch[60] Iter[20/486] Loss: 0.230, Acc: 0.986, Base Lr: 2.00e-04
2024-05-21 13:20:39 transreid.train INFO: Epoch[60] Iter[30/486] Loss: 0.239, Acc: 0.985, Base Lr: 2.00e-04
2024-05-21 13:20:42 transreid.train INFO: Epoch[60] Iter[40/486] Loss: 0.230, Acc: 0.987, Base Lr: 2.00e-04
2024-05-21 13:20:46 transreid.train INFO: Epoch[60] Iter[50/486] Loss: 0.223, Acc: 0.988, Base Lr: 2.00e-04
2024-05-21 13:20:49 transreid.train INFO: Epoch[60] Iter[60/486] Loss: 0.219, Acc: 0.989, Base Lr: 2.00e-04
2024-05-21 13:20:53 transreid.train INFO: Epoch[60] Iter[70/486] Loss: 0.221, Acc: 0.989, Base Lr: 2.00e-04
2024-05-21 13:20:56 transreid.train INFO: Epoch[60] Iter[80/486] Loss: 0.220, Acc: 0.988, Base Lr: 2.00e-04
2024-05-21 13:20:59 transreid.train INFO: Epoch[60] Iter[90/486] Loss: 0.215, Acc: 0.989, Base Lr: 2.00e-04
2024-05-21 13:21:03 transreid.train INFO: Epoch[60] Iter[100/486] Loss: 0.208, Acc: 0.990, Base Lr: 2.00e-04
2024-05-21 13:21:06 transreid.train INFO: Epoch[60] Iter[110/486] Loss: 0.200, Acc: 0.990, Base Lr: 2.00e-04
2024-05-21 13:21:10 transreid.train INFO: Epoch[60] Iter[120/486] Loss: 0.196, Acc: 0.991, Base Lr: 2.00e-04
2024-05-21 13:21:13 transreid.train INFO: Epoch[60] Iter[130/486] Loss: 0.195, Acc: 0.991, Base Lr: 2.00e-04
2024-05-21 13:21:16 transreid.train INFO: Epoch[60] Iter[140/486] Loss: 0.191, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:20 transreid.train INFO: Epoch[60] Iter[150/486] Loss: 0.189, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:23 transreid.train INFO: Epoch[60] Iter[160/486] Loss: 0.188, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:26 transreid.train INFO: Epoch[60] Iter[170/486] Loss: 0.185, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:30 transreid.train INFO: Epoch[60] Iter[180/486] Loss: 0.186, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:33 transreid.train INFO: Epoch[60] Iter[190/486] Loss: 0.183, Acc: 0.992, Base Lr: 2.00e-04
2024-05-21 13:21:37 transreid.train INFO: Epoch[60] Iter[200/486] Loss: 0.180, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:40 transreid.train INFO: Epoch[60] Iter[210/486] Loss: 0.177, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:44 transreid.train INFO: Epoch[60] Iter[220/486] Loss: 0.175, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:47 transreid.train INFO: Epoch[60] Iter[230/486] Loss: 0.172, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:50 transreid.train INFO: Epoch[60] Iter[240/486] Loss: 0.170, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:54 transreid.train INFO: Epoch[60] Iter[250/486] Loss: 0.167, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:21:57 transreid.train INFO: Epoch[60] Iter[260/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:22:00 transreid.train INFO: Epoch[60] Iter[270/486] Loss: 0.164, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:22:04 transreid.train INFO: Epoch[60] Iter[280/486] Loss: 0.161, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:22:07 transreid.train INFO: Epoch[60] Iter[290/486] Loss: 0.159, Acc: 0.993, Base Lr: 2.00e-04
2024-05-21 13:22:11 transreid.train INFO: Epoch[60] Iter[300/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:14 transreid.train INFO: Epoch[60] Iter[310/486] Loss: 0.155, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:17 transreid.train INFO: Epoch[60] Iter[320/486] Loss: 0.153, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:21 transreid.train INFO: Epoch[60] Iter[330/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:24 transreid.train INFO: Epoch[60] Iter[340/486] Loss: 0.148, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:28 transreid.train INFO: Epoch[60] Iter[350/486] Loss: 0.147, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:31 transreid.train INFO: Epoch[60] Iter[360/486] Loss: 0.145, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:34 transreid.train INFO: Epoch[60] Iter[370/486] Loss: 0.143, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:38 transreid.train INFO: Epoch[60] Iter[380/486] Loss: 0.141, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:41 transreid.train INFO: Epoch[60] Iter[390/486] Loss: 0.139, Acc: 0.994, Base Lr: 2.00e-04
2024-05-21 13:22:45 transreid.train INFO: Epoch[60] Iter[400/486] Loss: 0.136, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:22:48 transreid.train INFO: Epoch[60] Iter[410/486] Loss: 0.134, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:22:51 transreid.train INFO: Epoch[60] Iter[420/486] Loss: 0.132, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:22:55 transreid.train INFO: Epoch[60] Iter[430/486] Loss: 0.130, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:22:58 transreid.train INFO: Epoch[60] Iter[440/486] Loss: 0.128, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:23:02 transreid.train INFO: Epoch[60] Iter[450/486] Loss: 0.126, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:23:05 transreid.train INFO: Epoch[60] Iter[460/486] Loss: 0.124, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:23:08 transreid.train INFO: Epoch[60] Iter[470/486] Loss: 0.122, Acc: 0.995, Base Lr: 2.00e-04
2024-05-21 13:23:09 transreid.train INFO: Epoch 60 done. Time per epoch: 163.903[s] Speed: 184.3[samples/s]
2024-05-21 13:30:35 transreid.train INFO: Validation Results - Epoch: 60
2024-05-21 13:30:35 transreid.train INFO: mAP: 61.2%
2024-05-21 13:30:35 transreid.train INFO: CMC curve, Rank-1  :81.9%
2024-05-21 13:30:35 transreid.train INFO: CMC curve, Rank-5  :89.5%
2024-05-21 13:30:35 transreid.train INFO: CMC curve, Rank-10 :91.9%
2024-05-21 13:30:43 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.271, Acc: 0.983, Base Lr: 1.95e-04
2024-05-21 13:30:46 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.233, Acc: 0.988, Base Lr: 1.95e-04
2024-05-21 13:30:49 transreid.train INFO: Epoch[61] Iter[30/486] Loss: 0.215, Acc: 0.991, Base Lr: 1.95e-04
2024-05-21 13:30:53 transreid.train INFO: Epoch[61] Iter[40/486] Loss: 0.221, Acc: 0.990, Base Lr: 1.95e-04
2024-05-21 13:30:56 transreid.train INFO: Epoch[61] Iter[50/486] Loss: 0.222, Acc: 0.989, Base Lr: 1.95e-04
2024-05-21 13:30:59 transreid.train INFO: Epoch[61] Iter[60/486] Loss: 0.212, Acc: 0.990, Base Lr: 1.95e-04
2024-05-21 13:31:03 transreid.train INFO: Epoch[61] Iter[70/486] Loss: 0.217, Acc: 0.989, Base Lr: 1.95e-04
2024-05-21 13:31:06 transreid.train INFO: Epoch[61] Iter[80/486] Loss: 0.210, Acc: 0.990, Base Lr: 1.95e-04
2024-05-21 13:31:10 transreid.train INFO: Epoch[61] Iter[90/486] Loss: 0.206, Acc: 0.990, Base Lr: 1.95e-04
2024-05-21 13:31:13 transreid.train INFO: Epoch[61] Iter[100/486] Loss: 0.207, Acc: 0.990, Base Lr: 1.95e-04
2024-05-21 13:31:17 transreid.train INFO: Epoch[61] Iter[110/486] Loss: 0.203, Acc: 0.991, Base Lr: 1.95e-04
2024-05-21 13:31:20 transreid.train INFO: Epoch[61] Iter[120/486] Loss: 0.201, Acc: 0.991, Base Lr: 1.95e-04
2024-05-21 13:31:23 transreid.train INFO: Epoch[61] Iter[130/486] Loss: 0.200, Acc: 0.991, Base Lr: 1.95e-04
2024-05-21 13:31:27 transreid.train INFO: Epoch[61] Iter[140/486] Loss: 0.195, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:30 transreid.train INFO: Epoch[61] Iter[150/486] Loss: 0.196, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:34 transreid.train INFO: Epoch[61] Iter[160/486] Loss: 0.192, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:37 transreid.train INFO: Epoch[61] Iter[170/486] Loss: 0.190, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:40 transreid.train INFO: Epoch[61] Iter[180/486] Loss: 0.189, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:44 transreid.train INFO: Epoch[61] Iter[190/486] Loss: 0.187, Acc: 0.992, Base Lr: 1.95e-04
2024-05-21 13:31:47 transreid.train INFO: Epoch[61] Iter[200/486] Loss: 0.185, Acc: 0.993, Base Lr: 1.95e-04
2024-05-21 13:31:51 transreid.train INFO: Epoch[61] Iter[210/486] Loss: 0.183, Acc: 0.993, Base Lr: 1.95e-04
2024-05-21 13:31:54 transreid.train INFO: Epoch[61] Iter[220/486] Loss: 0.181, Acc: 0.993, Base Lr: 1.95e-04
2024-05-21 13:31:57 transreid.train INFO: Epoch[61] Iter[230/486] Loss: 0.178, Acc: 0.993, Base Lr: 1.95e-04
2024-05-21 13:32:01 transreid.train INFO: Epoch[61] Iter[240/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.95e-04
2024-05-21 13:32:04 transreid.train INFO: Epoch[61] Iter[250/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:08 transreid.train INFO: Epoch[61] Iter[260/486] Loss: 0.169, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:11 transreid.train INFO: Epoch[61] Iter[270/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:14 transreid.train INFO: Epoch[61] Iter[280/486] Loss: 0.164, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:18 transreid.train INFO: Epoch[61] Iter[290/486] Loss: 0.162, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:21 transreid.train INFO: Epoch[61] Iter[300/486] Loss: 0.159, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:25 transreid.train INFO: Epoch[61] Iter[310/486] Loss: 0.156, Acc: 0.994, Base Lr: 1.95e-04
2024-05-21 13:32:28 transreid.train INFO: Epoch[61] Iter[320/486] Loss: 0.154, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:32 transreid.train INFO: Epoch[61] Iter[330/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:35 transreid.train INFO: Epoch[61] Iter[340/486] Loss: 0.149, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:38 transreid.train INFO: Epoch[61] Iter[350/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:42 transreid.train INFO: Epoch[61] Iter[360/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:45 transreid.train INFO: Epoch[61] Iter[370/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:49 transreid.train INFO: Epoch[61] Iter[380/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:52 transreid.train INFO: Epoch[61] Iter[390/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:55 transreid.train INFO: Epoch[61] Iter[400/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:32:59 transreid.train INFO: Epoch[61] Iter[410/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:02 transreid.train INFO: Epoch[61] Iter[420/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:06 transreid.train INFO: Epoch[61] Iter[430/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:09 transreid.train INFO: Epoch[61] Iter[440/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:13 transreid.train INFO: Epoch[61] Iter[450/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:16 transreid.train INFO: Epoch[61] Iter[460/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.95e-04
2024-05-21 13:33:19 transreid.train INFO: Epoch[61] Iter[470/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.95e-04
2024-05-21 13:33:21 transreid.train INFO: Epoch 61 done. Time per epoch: 165.996[s] Speed: 182.8[samples/s]
2024-05-21 13:33:28 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.218, Acc: 0.989, Base Lr: 1.90e-04
2024-05-21 13:33:31 transreid.train INFO: Epoch[62] Iter[20/486] Loss: 0.195, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:33:35 transreid.train INFO: Epoch[62] Iter[30/486] Loss: 0.200, Acc: 0.993, Base Lr: 1.90e-04
2024-05-21 13:33:38 transreid.train INFO: Epoch[62] Iter[40/486] Loss: 0.189, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:33:42 transreid.train INFO: Epoch[62] Iter[50/486] Loss: 0.181, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:33:45 transreid.train INFO: Epoch[62] Iter[60/486] Loss: 0.174, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:33:49 transreid.train INFO: Epoch[62] Iter[70/486] Loss: 0.181, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:33:52 transreid.train INFO: Epoch[62] Iter[80/486] Loss: 0.182, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:33:56 transreid.train INFO: Epoch[62] Iter[90/486] Loss: 0.184, Acc: 0.993, Base Lr: 1.90e-04
2024-05-21 13:33:59 transreid.train INFO: Epoch[62] Iter[100/486] Loss: 0.180, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:34:02 transreid.train INFO: Epoch[62] Iter[110/486] Loss: 0.180, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:34:06 transreid.train INFO: Epoch[62] Iter[120/486] Loss: 0.179, Acc: 0.994, Base Lr: 1.90e-04
2024-05-21 13:34:09 transreid.train INFO: Epoch[62] Iter[130/486] Loss: 0.179, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:13 transreid.train INFO: Epoch[62] Iter[140/486] Loss: 0.176, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:16 transreid.train INFO: Epoch[62] Iter[150/486] Loss: 0.177, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:20 transreid.train INFO: Epoch[62] Iter[160/486] Loss: 0.176, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:23 transreid.train INFO: Epoch[62] Iter[170/486] Loss: 0.173, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:26 transreid.train INFO: Epoch[62] Iter[180/486] Loss: 0.170, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:30 transreid.train INFO: Epoch[62] Iter[190/486] Loss: 0.168, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:33 transreid.train INFO: Epoch[62] Iter[200/486] Loss: 0.166, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:37 transreid.train INFO: Epoch[62] Iter[210/486] Loss: 0.165, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:40 transreid.train INFO: Epoch[62] Iter[220/486] Loss: 0.164, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:44 transreid.train INFO: Epoch[62] Iter[230/486] Loss: 0.161, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:47 transreid.train INFO: Epoch[62] Iter[240/486] Loss: 0.160, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:50 transreid.train INFO: Epoch[62] Iter[250/486] Loss: 0.158, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:54 transreid.train INFO: Epoch[62] Iter[260/486] Loss: 0.155, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:34:57 transreid.train INFO: Epoch[62] Iter[270/486] Loss: 0.153, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:35:01 transreid.train INFO: Epoch[62] Iter[280/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:35:04 transreid.train INFO: Epoch[62] Iter[290/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:35:08 transreid.train INFO: Epoch[62] Iter[300/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.90e-04
2024-05-21 13:35:11 transreid.train INFO: Epoch[62] Iter[310/486] Loss: 0.143, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:14 transreid.train INFO: Epoch[62] Iter[320/486] Loss: 0.141, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:18 transreid.train INFO: Epoch[62] Iter[330/486] Loss: 0.139, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:21 transreid.train INFO: Epoch[62] Iter[340/486] Loss: 0.137, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:25 transreid.train INFO: Epoch[62] Iter[350/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:28 transreid.train INFO: Epoch[62] Iter[360/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:32 transreid.train INFO: Epoch[62] Iter[370/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:35 transreid.train INFO: Epoch[62] Iter[380/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:39 transreid.train INFO: Epoch[62] Iter[390/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:42 transreid.train INFO: Epoch[62] Iter[400/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:45 transreid.train INFO: Epoch[62] Iter[410/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:49 transreid.train INFO: Epoch[62] Iter[420/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:52 transreid.train INFO: Epoch[62] Iter[430/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:56 transreid.train INFO: Epoch[62] Iter[440/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:35:59 transreid.train INFO: Epoch[62] Iter[450/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:36:03 transreid.train INFO: Epoch[62] Iter[460/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:36:06 transreid.train INFO: Epoch[62] Iter[470/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.90e-04
2024-05-21 13:36:07 transreid.train INFO: Epoch 62 done. Time per epoch: 165.620[s] Speed: 182.0[samples/s]
2024-05-21 13:36:14 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.152, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:36:18 transreid.train INFO: Epoch[63] Iter[20/486] Loss: 0.192, Acc: 0.991, Base Lr: 1.85e-04
2024-05-21 13:36:21 transreid.train INFO: Epoch[63] Iter[30/486] Loss: 0.189, Acc: 0.993, Base Lr: 1.85e-04
2024-05-21 13:36:25 transreid.train INFO: Epoch[63] Iter[40/486] Loss: 0.199, Acc: 0.992, Base Lr: 1.85e-04
2024-05-21 13:36:28 transreid.train INFO: Epoch[63] Iter[50/486] Loss: 0.213, Acc: 0.990, Base Lr: 1.85e-04
2024-05-21 13:36:32 transreid.train INFO: Epoch[63] Iter[60/486] Loss: 0.208, Acc: 0.991, Base Lr: 1.85e-04
2024-05-21 13:36:35 transreid.train INFO: Epoch[63] Iter[70/486] Loss: 0.197, Acc: 0.992, Base Lr: 1.85e-04
2024-05-21 13:36:38 transreid.train INFO: Epoch[63] Iter[80/486] Loss: 0.195, Acc: 0.991, Base Lr: 1.85e-04
2024-05-21 13:36:42 transreid.train INFO: Epoch[63] Iter[90/486] Loss: 0.189, Acc: 0.992, Base Lr: 1.85e-04
2024-05-21 13:36:45 transreid.train INFO: Epoch[63] Iter[100/486] Loss: 0.186, Acc: 0.992, Base Lr: 1.85e-04
2024-05-21 13:36:49 transreid.train INFO: Epoch[63] Iter[110/486] Loss: 0.180, Acc: 0.993, Base Lr: 1.85e-04
2024-05-21 13:36:52 transreid.train INFO: Epoch[63] Iter[120/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.85e-04
2024-05-21 13:36:55 transreid.train INFO: Epoch[63] Iter[130/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.85e-04
2024-05-21 13:36:59 transreid.train INFO: Epoch[63] Iter[140/486] Loss: 0.170, Acc: 0.994, Base Lr: 1.85e-04
2024-05-21 13:37:02 transreid.train INFO: Epoch[63] Iter[150/486] Loss: 0.168, Acc: 0.994, Base Lr: 1.85e-04
2024-05-21 13:37:06 transreid.train INFO: Epoch[63] Iter[160/486] Loss: 0.164, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:09 transreid.train INFO: Epoch[63] Iter[170/486] Loss: 0.162, Acc: 0.994, Base Lr: 1.85e-04
2024-05-21 13:37:12 transreid.train INFO: Epoch[63] Iter[180/486] Loss: 0.159, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:16 transreid.train INFO: Epoch[63] Iter[190/486] Loss: 0.157, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:19 transreid.train INFO: Epoch[63] Iter[200/486] Loss: 0.155, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:23 transreid.train INFO: Epoch[63] Iter[210/486] Loss: 0.152, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:26 transreid.train INFO: Epoch[63] Iter[220/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.85e-04
2024-05-21 13:37:29 transreid.train INFO: Epoch[63] Iter[230/486] Loss: 0.148, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:33 transreid.train INFO: Epoch[63] Iter[240/486] Loss: 0.146, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:36 transreid.train INFO: Epoch[63] Iter[250/486] Loss: 0.144, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:40 transreid.train INFO: Epoch[63] Iter[260/486] Loss: 0.142, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:43 transreid.train INFO: Epoch[63] Iter[270/486] Loss: 0.140, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:47 transreid.train INFO: Epoch[63] Iter[280/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:50 transreid.train INFO: Epoch[63] Iter[290/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:53 transreid.train INFO: Epoch[63] Iter[300/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:37:57 transreid.train INFO: Epoch[63] Iter[310/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:00 transreid.train INFO: Epoch[63] Iter[320/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:04 transreid.train INFO: Epoch[63] Iter[330/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:07 transreid.train INFO: Epoch[63] Iter[340/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:11 transreid.train INFO: Epoch[63] Iter[350/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:14 transreid.train INFO: Epoch[63] Iter[360/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:17 transreid.train INFO: Epoch[63] Iter[370/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:21 transreid.train INFO: Epoch[63] Iter[380/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:24 transreid.train INFO: Epoch[63] Iter[390/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:28 transreid.train INFO: Epoch[63] Iter[400/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:31 transreid.train INFO: Epoch[63] Iter[410/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:35 transreid.train INFO: Epoch[63] Iter[420/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.85e-04
2024-05-21 13:38:38 transreid.train INFO: Epoch[63] Iter[430/486] Loss: 0.112, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:38:41 transreid.train INFO: Epoch[63] Iter[440/486] Loss: 0.110, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:38:45 transreid.train INFO: Epoch[63] Iter[450/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:38:48 transreid.train INFO: Epoch[63] Iter[460/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:38:52 transreid.train INFO: Epoch[63] Iter[470/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.85e-04
2024-05-21 13:38:54 transreid.train INFO: Epoch 63 done. Time per epoch: 166.764[s] Speed: 181.9[samples/s]
2024-05-21 13:39:01 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.201, Acc: 0.991, Base Lr: 1.80e-04
2024-05-21 13:39:04 transreid.train INFO: Epoch[64] Iter[20/486] Loss: 0.206, Acc: 0.989, Base Lr: 1.80e-04
2024-05-21 13:39:08 transreid.train INFO: Epoch[64] Iter[30/486] Loss: 0.192, Acc: 0.992, Base Lr: 1.80e-04
2024-05-21 13:39:11 transreid.train INFO: Epoch[64] Iter[40/486] Loss: 0.188, Acc: 0.992, Base Lr: 1.80e-04
2024-05-21 13:39:15 transreid.train INFO: Epoch[64] Iter[50/486] Loss: 0.191, Acc: 0.992, Base Lr: 1.80e-04
2024-05-21 13:39:18 transreid.train INFO: Epoch[64] Iter[60/486] Loss: 0.183, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:22 transreid.train INFO: Epoch[64] Iter[70/486] Loss: 0.183, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:25 transreid.train INFO: Epoch[64] Iter[80/486] Loss: 0.183, Acc: 0.992, Base Lr: 1.80e-04
2024-05-21 13:39:28 transreid.train INFO: Epoch[64] Iter[90/486] Loss: 0.179, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:32 transreid.train INFO: Epoch[64] Iter[100/486] Loss: 0.178, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:35 transreid.train INFO: Epoch[64] Iter[110/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:39 transreid.train INFO: Epoch[64] Iter[120/486] Loss: 0.173, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:39:42 transreid.train INFO: Epoch[64] Iter[130/486] Loss: 0.172, Acc: 0.993, Base Lr: 1.80e-04
2024-05-21 13:39:45 transreid.train INFO: Epoch[64] Iter[140/486] Loss: 0.171, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:39:49 transreid.train INFO: Epoch[64] Iter[150/486] Loss: 0.169, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:39:52 transreid.train INFO: Epoch[64] Iter[160/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:39:56 transreid.train INFO: Epoch[64] Iter[170/486] Loss: 0.163, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:39:59 transreid.train INFO: Epoch[64] Iter[180/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.80e-04
2024-05-21 13:40:03 transreid.train INFO: Epoch[64] Iter[190/486] Loss: 0.159, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:06 transreid.train INFO: Epoch[64] Iter[200/486] Loss: 0.155, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:09 transreid.train INFO: Epoch[64] Iter[210/486] Loss: 0.154, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:13 transreid.train INFO: Epoch[64] Iter[220/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:16 transreid.train INFO: Epoch[64] Iter[230/486] Loss: 0.149, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:20 transreid.train INFO: Epoch[64] Iter[240/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:23 transreid.train INFO: Epoch[64] Iter[250/486] Loss: 0.146, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:27 transreid.train INFO: Epoch[64] Iter[260/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.80e-04
2024-05-21 13:40:30 transreid.train INFO: Epoch[64] Iter[270/486] Loss: 0.143, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:33 transreid.train INFO: Epoch[64] Iter[280/486] Loss: 0.140, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:37 transreid.train INFO: Epoch[64] Iter[290/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:40 transreid.train INFO: Epoch[64] Iter[300/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:44 transreid.train INFO: Epoch[64] Iter[310/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:47 transreid.train INFO: Epoch[64] Iter[320/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:51 transreid.train INFO: Epoch[64] Iter[330/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:54 transreid.train INFO: Epoch[64] Iter[340/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:40:57 transreid.train INFO: Epoch[64] Iter[350/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:01 transreid.train INFO: Epoch[64] Iter[360/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:04 transreid.train INFO: Epoch[64] Iter[370/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:08 transreid.train INFO: Epoch[64] Iter[380/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:11 transreid.train INFO: Epoch[64] Iter[390/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:14 transreid.train INFO: Epoch[64] Iter[400/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:18 transreid.train INFO: Epoch[64] Iter[410/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:21 transreid.train INFO: Epoch[64] Iter[420/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:25 transreid.train INFO: Epoch[64] Iter[430/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:28 transreid.train INFO: Epoch[64] Iter[440/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:31 transreid.train INFO: Epoch[64] Iter[450/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:35 transreid.train INFO: Epoch[64] Iter[460/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:38 transreid.train INFO: Epoch[64] Iter[470/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.80e-04
2024-05-21 13:41:40 transreid.train INFO: Epoch 64 done. Time per epoch: 166.525[s] Speed: 182.2[samples/s]
2024-05-21 13:41:47 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.175, Acc: 0.998, Base Lr: 1.74e-04
2024-05-21 13:41:50 transreid.train INFO: Epoch[65] Iter[20/486] Loss: 0.168, Acc: 0.998, Base Lr: 1.74e-04
2024-05-21 13:41:54 transreid.train INFO: Epoch[65] Iter[30/486] Loss: 0.163, Acc: 0.998, Base Lr: 1.74e-04
2024-05-21 13:41:57 transreid.train INFO: Epoch[65] Iter[40/486] Loss: 0.179, Acc: 0.994, Base Lr: 1.74e-04
2024-05-21 13:42:01 transreid.train INFO: Epoch[65] Iter[50/486] Loss: 0.187, Acc: 0.993, Base Lr: 1.74e-04
2024-05-21 13:42:04 transreid.train INFO: Epoch[65] Iter[60/486] Loss: 0.183, Acc: 0.993, Base Lr: 1.74e-04
2024-05-21 13:42:08 transreid.train INFO: Epoch[65] Iter[70/486] Loss: 0.184, Acc: 0.994, Base Lr: 1.74e-04
2024-05-21 13:42:11 transreid.train INFO: Epoch[65] Iter[80/486] Loss: 0.181, Acc: 0.994, Base Lr: 1.74e-04
2024-05-21 13:42:14 transreid.train INFO: Epoch[65] Iter[90/486] Loss: 0.178, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:18 transreid.train INFO: Epoch[65] Iter[100/486] Loss: 0.177, Acc: 0.994, Base Lr: 1.74e-04
2024-05-21 13:42:21 transreid.train INFO: Epoch[65] Iter[110/486] Loss: 0.173, Acc: 0.994, Base Lr: 1.74e-04
2024-05-21 13:42:24 transreid.train INFO: Epoch[65] Iter[120/486] Loss: 0.171, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:28 transreid.train INFO: Epoch[65] Iter[130/486] Loss: 0.169, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:31 transreid.train INFO: Epoch[65] Iter[140/486] Loss: 0.167, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:35 transreid.train INFO: Epoch[65] Iter[150/486] Loss: 0.166, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:38 transreid.train INFO: Epoch[65] Iter[160/486] Loss: 0.164, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:42 transreid.train INFO: Epoch[65] Iter[170/486] Loss: 0.161, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:45 transreid.train INFO: Epoch[65] Iter[180/486] Loss: 0.160, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:48 transreid.train INFO: Epoch[65] Iter[190/486] Loss: 0.158, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:52 transreid.train INFO: Epoch[65] Iter[200/486] Loss: 0.158, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:55 transreid.train INFO: Epoch[65] Iter[210/486] Loss: 0.155, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:42:59 transreid.train INFO: Epoch[65] Iter[220/486] Loss: 0.152, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:43:02 transreid.train INFO: Epoch[65] Iter[230/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:43:05 transreid.train INFO: Epoch[65] Iter[240/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:43:09 transreid.train INFO: Epoch[65] Iter[250/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:43:12 transreid.train INFO: Epoch[65] Iter[260/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.74e-04
2024-05-21 13:43:16 transreid.train INFO: Epoch[65] Iter[270/486] Loss: 0.142, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:19 transreid.train INFO: Epoch[65] Iter[280/486] Loss: 0.140, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:22 transreid.train INFO: Epoch[65] Iter[290/486] Loss: 0.139, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:26 transreid.train INFO: Epoch[65] Iter[300/486] Loss: 0.137, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:29 transreid.train INFO: Epoch[65] Iter[310/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:33 transreid.train INFO: Epoch[65] Iter[320/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:36 transreid.train INFO: Epoch[65] Iter[330/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:39 transreid.train INFO: Epoch[65] Iter[340/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:43 transreid.train INFO: Epoch[65] Iter[350/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:46 transreid.train INFO: Epoch[65] Iter[360/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:50 transreid.train INFO: Epoch[65] Iter[370/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:53 transreid.train INFO: Epoch[65] Iter[380/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:43:57 transreid.train INFO: Epoch[65] Iter[390/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:00 transreid.train INFO: Epoch[65] Iter[400/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:03 transreid.train INFO: Epoch[65] Iter[410/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:07 transreid.train INFO: Epoch[65] Iter[420/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:10 transreid.train INFO: Epoch[65] Iter[430/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:14 transreid.train INFO: Epoch[65] Iter[440/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:17 transreid.train INFO: Epoch[65] Iter[450/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:20 transreid.train INFO: Epoch[65] Iter[460/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:24 transreid.train INFO: Epoch[65] Iter[470/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.74e-04
2024-05-21 13:44:25 transreid.train INFO: Epoch 65 done. Time per epoch: 165.190[s] Speed: 183.3[samples/s]
2024-05-21 13:44:33 transreid.train INFO: Epoch[66] Iter[10/486] Loss: 0.235, Acc: 0.989, Base Lr: 1.69e-04
2024-05-21 13:44:36 transreid.train INFO: Epoch[66] Iter[20/486] Loss: 0.215, Acc: 0.991, Base Lr: 1.69e-04
2024-05-21 13:44:39 transreid.train INFO: Epoch[66] Iter[30/486] Loss: 0.225, Acc: 0.988, Base Lr: 1.69e-04
2024-05-21 13:44:43 transreid.train INFO: Epoch[66] Iter[40/486] Loss: 0.213, Acc: 0.990, Base Lr: 1.69e-04
2024-05-21 13:44:46 transreid.train INFO: Epoch[66] Iter[50/486] Loss: 0.200, Acc: 0.992, Base Lr: 1.69e-04
2024-05-21 13:44:50 transreid.train INFO: Epoch[66] Iter[60/486] Loss: 0.193, Acc: 0.992, Base Lr: 1.69e-04
2024-05-21 13:44:53 transreid.train INFO: Epoch[66] Iter[70/486] Loss: 0.187, Acc: 0.993, Base Lr: 1.69e-04
2024-05-21 13:44:56 transreid.train INFO: Epoch[66] Iter[80/486] Loss: 0.181, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:00 transreid.train INFO: Epoch[66] Iter[90/486] Loss: 0.177, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:03 transreid.train INFO: Epoch[66] Iter[100/486] Loss: 0.177, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:07 transreid.train INFO: Epoch[66] Iter[110/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:10 transreid.train INFO: Epoch[66] Iter[120/486] Loss: 0.170, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:13 transreid.train INFO: Epoch[66] Iter[130/486] Loss: 0.170, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:17 transreid.train INFO: Epoch[66] Iter[140/486] Loss: 0.169, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:20 transreid.train INFO: Epoch[66] Iter[150/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:24 transreid.train INFO: Epoch[66] Iter[160/486] Loss: 0.165, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:27 transreid.train INFO: Epoch[66] Iter[170/486] Loss: 0.163, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:30 transreid.train INFO: Epoch[66] Iter[180/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.69e-04
2024-05-21 13:45:34 transreid.train INFO: Epoch[66] Iter[190/486] Loss: 0.159, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:37 transreid.train INFO: Epoch[66] Iter[200/486] Loss: 0.158, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:40 transreid.train INFO: Epoch[66] Iter[210/486] Loss: 0.155, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:44 transreid.train INFO: Epoch[66] Iter[220/486] Loss: 0.153, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:47 transreid.train INFO: Epoch[66] Iter[230/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:51 transreid.train INFO: Epoch[66] Iter[240/486] Loss: 0.149, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:54 transreid.train INFO: Epoch[66] Iter[250/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:45:57 transreid.train INFO: Epoch[66] Iter[260/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:46:01 transreid.train INFO: Epoch[66] Iter[270/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.69e-04
2024-05-21 13:46:04 transreid.train INFO: Epoch[66] Iter[280/486] Loss: 0.140, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:08 transreid.train INFO: Epoch[66] Iter[290/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:11 transreid.train INFO: Epoch[66] Iter[300/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:15 transreid.train INFO: Epoch[66] Iter[310/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:18 transreid.train INFO: Epoch[66] Iter[320/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:21 transreid.train INFO: Epoch[66] Iter[330/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:25 transreid.train INFO: Epoch[66] Iter[340/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:28 transreid.train INFO: Epoch[66] Iter[350/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:32 transreid.train INFO: Epoch[66] Iter[360/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:35 transreid.train INFO: Epoch[66] Iter[370/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:39 transreid.train INFO: Epoch[66] Iter[380/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:42 transreid.train INFO: Epoch[66] Iter[390/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:45 transreid.train INFO: Epoch[66] Iter[400/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:49 transreid.train INFO: Epoch[66] Iter[410/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:52 transreid.train INFO: Epoch[66] Iter[420/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:56 transreid.train INFO: Epoch[66] Iter[430/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:46:59 transreid.train INFO: Epoch[66] Iter[440/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:47:02 transreid.train INFO: Epoch[66] Iter[450/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:47:06 transreid.train INFO: Epoch[66] Iter[460/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:47:09 transreid.train INFO: Epoch[66] Iter[470/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.69e-04
2024-05-21 13:47:11 transreid.train INFO: Epoch 66 done. Time per epoch: 165.742[s] Speed: 183.0[samples/s]
2024-05-21 13:47:18 transreid.train INFO: Epoch[67] Iter[10/486] Loss: 0.152, Acc: 0.998, Base Lr: 1.64e-04
2024-05-21 13:47:21 transreid.train INFO: Epoch[67] Iter[20/486] Loss: 0.158, Acc: 0.998, Base Lr: 1.64e-04
2024-05-21 13:47:25 transreid.train INFO: Epoch[67] Iter[30/486] Loss: 0.165, Acc: 0.997, Base Lr: 1.64e-04
2024-05-21 13:47:28 transreid.train INFO: Epoch[67] Iter[40/486] Loss: 0.171, Acc: 0.997, Base Lr: 1.64e-04
2024-05-21 13:47:32 transreid.train INFO: Epoch[67] Iter[50/486] Loss: 0.180, Acc: 0.994, Base Lr: 1.64e-04
2024-05-21 13:47:35 transreid.train INFO: Epoch[67] Iter[60/486] Loss: 0.179, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:39 transreid.train INFO: Epoch[67] Iter[70/486] Loss: 0.172, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:42 transreid.train INFO: Epoch[67] Iter[80/486] Loss: 0.168, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:45 transreid.train INFO: Epoch[67] Iter[90/486] Loss: 0.165, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:49 transreid.train INFO: Epoch[67] Iter[100/486] Loss: 0.162, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:52 transreid.train INFO: Epoch[67] Iter[110/486] Loss: 0.161, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:56 transreid.train INFO: Epoch[67] Iter[120/486] Loss: 0.160, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:47:59 transreid.train INFO: Epoch[67] Iter[130/486] Loss: 0.158, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:48:03 transreid.train INFO: Epoch[67] Iter[140/486] Loss: 0.157, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:48:06 transreid.train INFO: Epoch[67] Iter[150/486] Loss: 0.154, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:48:10 transreid.train INFO: Epoch[67] Iter[160/486] Loss: 0.152, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:48:13 transreid.train INFO: Epoch[67] Iter[170/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.64e-04
2024-05-21 13:48:16 transreid.train INFO: Epoch[67] Iter[180/486] Loss: 0.148, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:20 transreid.train INFO: Epoch[67] Iter[190/486] Loss: 0.146, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:23 transreid.train INFO: Epoch[67] Iter[200/486] Loss: 0.145, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:27 transreid.train INFO: Epoch[67] Iter[210/486] Loss: 0.143, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:30 transreid.train INFO: Epoch[67] Iter[220/486] Loss: 0.140, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:34 transreid.train INFO: Epoch[67] Iter[230/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:37 transreid.train INFO: Epoch[67] Iter[240/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:40 transreid.train INFO: Epoch[67] Iter[250/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:44 transreid.train INFO: Epoch[67] Iter[260/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:47 transreid.train INFO: Epoch[67] Iter[270/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:51 transreid.train INFO: Epoch[67] Iter[280/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:54 transreid.train INFO: Epoch[67] Iter[290/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:48:58 transreid.train INFO: Epoch[67] Iter[300/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:01 transreid.train INFO: Epoch[67] Iter[310/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:04 transreid.train INFO: Epoch[67] Iter[320/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:08 transreid.train INFO: Epoch[67] Iter[330/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:11 transreid.train INFO: Epoch[67] Iter[340/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:15 transreid.train INFO: Epoch[67] Iter[350/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:18 transreid.train INFO: Epoch[67] Iter[360/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:21 transreid.train INFO: Epoch[67] Iter[370/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:25 transreid.train INFO: Epoch[67] Iter[380/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:28 transreid.train INFO: Epoch[67] Iter[390/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:32 transreid.train INFO: Epoch[67] Iter[400/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:35 transreid.train INFO: Epoch[67] Iter[410/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:39 transreid.train INFO: Epoch[67] Iter[420/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:42 transreid.train INFO: Epoch[67] Iter[430/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:46 transreid.train INFO: Epoch[67] Iter[440/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:49 transreid.train INFO: Epoch[67] Iter[450/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:52 transreid.train INFO: Epoch[67] Iter[460/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:56 transreid.train INFO: Epoch[67] Iter[470/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.64e-04
2024-05-21 13:49:58 transreid.train INFO: Epoch 67 done. Time per epoch: 166.528[s] Speed: 182.2[samples/s]
2024-05-21 13:50:04 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.214, Acc: 0.986, Base Lr: 1.59e-04
2024-05-21 13:50:08 transreid.train INFO: Epoch[68] Iter[20/486] Loss: 0.196, Acc: 0.988, Base Lr: 1.59e-04
2024-05-21 13:50:11 transreid.train INFO: Epoch[68] Iter[30/486] Loss: 0.193, Acc: 0.989, Base Lr: 1.59e-04
2024-05-21 13:50:15 transreid.train INFO: Epoch[68] Iter[40/486] Loss: 0.180, Acc: 0.991, Base Lr: 1.59e-04
2024-05-21 13:50:18 transreid.train INFO: Epoch[68] Iter[50/486] Loss: 0.181, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:22 transreid.train INFO: Epoch[68] Iter[60/486] Loss: 0.170, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:25 transreid.train INFO: Epoch[68] Iter[70/486] Loss: 0.173, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:28 transreid.train INFO: Epoch[68] Iter[80/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:32 transreid.train INFO: Epoch[68] Iter[90/486] Loss: 0.169, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:35 transreid.train INFO: Epoch[68] Iter[100/486] Loss: 0.166, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:39 transreid.train INFO: Epoch[68] Iter[110/486] Loss: 0.163, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:42 transreid.train INFO: Epoch[68] Iter[120/486] Loss: 0.160, Acc: 0.993, Base Lr: 1.59e-04
2024-05-21 13:50:45 transreid.train INFO: Epoch[68] Iter[130/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.59e-04
2024-05-21 13:50:49 transreid.train INFO: Epoch[68] Iter[140/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.59e-04
2024-05-21 13:50:52 transreid.train INFO: Epoch[68] Iter[150/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.59e-04
2024-05-21 13:50:56 transreid.train INFO: Epoch[68] Iter[160/486] Loss: 0.149, Acc: 0.995, Base Lr: 1.59e-04
2024-05-21 13:50:59 transreid.train INFO: Epoch[68] Iter[170/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.59e-04
2024-05-21 13:51:02 transreid.train INFO: Epoch[68] Iter[180/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.59e-04
2024-05-21 13:51:06 transreid.train INFO: Epoch[68] Iter[190/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.59e-04
2024-05-21 13:51:09 transreid.train INFO: Epoch[68] Iter[200/486] Loss: 0.139, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:13 transreid.train INFO: Epoch[68] Iter[210/486] Loss: 0.137, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:16 transreid.train INFO: Epoch[68] Iter[220/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:20 transreid.train INFO: Epoch[68] Iter[230/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:23 transreid.train INFO: Epoch[68] Iter[240/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:26 transreid.train INFO: Epoch[68] Iter[250/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:30 transreid.train INFO: Epoch[68] Iter[260/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:33 transreid.train INFO: Epoch[68] Iter[270/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:37 transreid.train INFO: Epoch[68] Iter[280/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:40 transreid.train INFO: Epoch[68] Iter[290/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:44 transreid.train INFO: Epoch[68] Iter[300/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:47 transreid.train INFO: Epoch[68] Iter[310/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:50 transreid.train INFO: Epoch[68] Iter[320/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.59e-04
2024-05-21 13:51:54 transreid.train INFO: Epoch[68] Iter[330/486] Loss: 0.118, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:51:57 transreid.train INFO: Epoch[68] Iter[340/486] Loss: 0.116, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:01 transreid.train INFO: Epoch[68] Iter[350/486] Loss: 0.115, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:04 transreid.train INFO: Epoch[68] Iter[360/486] Loss: 0.113, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:07 transreid.train INFO: Epoch[68] Iter[370/486] Loss: 0.111, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:11 transreid.train INFO: Epoch[68] Iter[380/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:14 transreid.train INFO: Epoch[68] Iter[390/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:18 transreid.train INFO: Epoch[68] Iter[400/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:21 transreid.train INFO: Epoch[68] Iter[410/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:24 transreid.train INFO: Epoch[68] Iter[420/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:28 transreid.train INFO: Epoch[68] Iter[430/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:31 transreid.train INFO: Epoch[68] Iter[440/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:35 transreid.train INFO: Epoch[68] Iter[450/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:38 transreid.train INFO: Epoch[68] Iter[460/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:41 transreid.train INFO: Epoch[68] Iter[470/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.59e-04
2024-05-21 13:52:43 transreid.train INFO: Epoch 68 done. Time per epoch: 165.289[s] Speed: 183.1[samples/s]
2024-05-21 13:52:50 transreid.train INFO: Epoch[69] Iter[10/486] Loss: 0.185, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:52:53 transreid.train INFO: Epoch[69] Iter[20/486] Loss: 0.162, Acc: 0.998, Base Lr: 1.54e-04
2024-05-21 13:52:57 transreid.train INFO: Epoch[69] Iter[30/486] Loss: 0.178, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:00 transreid.train INFO: Epoch[69] Iter[40/486] Loss: 0.180, Acc: 0.991, Base Lr: 1.54e-04
2024-05-21 13:53:03 transreid.train INFO: Epoch[69] Iter[50/486] Loss: 0.177, Acc: 0.991, Base Lr: 1.54e-04
2024-05-21 13:53:07 transreid.train INFO: Epoch[69] Iter[60/486] Loss: 0.173, Acc: 0.991, Base Lr: 1.54e-04
2024-05-21 13:53:10 transreid.train INFO: Epoch[69] Iter[70/486] Loss: 0.172, Acc: 0.992, Base Lr: 1.54e-04
2024-05-21 13:53:14 transreid.train INFO: Epoch[69] Iter[80/486] Loss: 0.167, Acc: 0.992, Base Lr: 1.54e-04
2024-05-21 13:53:17 transreid.train INFO: Epoch[69] Iter[90/486] Loss: 0.161, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:20 transreid.train INFO: Epoch[69] Iter[100/486] Loss: 0.162, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:24 transreid.train INFO: Epoch[69] Iter[110/486] Loss: 0.156, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:27 transreid.train INFO: Epoch[69] Iter[120/486] Loss: 0.154, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:31 transreid.train INFO: Epoch[69] Iter[130/486] Loss: 0.153, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:34 transreid.train INFO: Epoch[69] Iter[140/486] Loss: 0.152, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:37 transreid.train INFO: Epoch[69] Iter[150/486] Loss: 0.148, Acc: 0.993, Base Lr: 1.54e-04
2024-05-21 13:53:41 transreid.train INFO: Epoch[69] Iter[160/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:53:44 transreid.train INFO: Epoch[69] Iter[170/486] Loss: 0.144, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:53:48 transreid.train INFO: Epoch[69] Iter[180/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:53:51 transreid.train INFO: Epoch[69] Iter[190/486] Loss: 0.140, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:53:54 transreid.train INFO: Epoch[69] Iter[200/486] Loss: 0.138, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:53:58 transreid.train INFO: Epoch[69] Iter[210/486] Loss: 0.136, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:54:01 transreid.train INFO: Epoch[69] Iter[220/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:05 transreid.train INFO: Epoch[69] Iter[230/486] Loss: 0.134, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:54:08 transreid.train INFO: Epoch[69] Iter[240/486] Loss: 0.132, Acc: 0.994, Base Lr: 1.54e-04
2024-05-21 13:54:11 transreid.train INFO: Epoch[69] Iter[250/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:15 transreid.train INFO: Epoch[69] Iter[260/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:18 transreid.train INFO: Epoch[69] Iter[270/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:21 transreid.train INFO: Epoch[69] Iter[280/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:25 transreid.train INFO: Epoch[69] Iter[290/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:28 transreid.train INFO: Epoch[69] Iter[300/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:32 transreid.train INFO: Epoch[69] Iter[310/486] Loss: 0.120, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:35 transreid.train INFO: Epoch[69] Iter[320/486] Loss: 0.118, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:38 transreid.train INFO: Epoch[69] Iter[330/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:42 transreid.train INFO: Epoch[69] Iter[340/486] Loss: 0.115, Acc: 0.995, Base Lr: 1.54e-04
2024-05-21 13:54:45 transreid.train INFO: Epoch[69] Iter[350/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:54:49 transreid.train INFO: Epoch[69] Iter[360/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:54:52 transreid.train INFO: Epoch[69] Iter[370/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:54:56 transreid.train INFO: Epoch[69] Iter[380/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:54:59 transreid.train INFO: Epoch[69] Iter[390/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:02 transreid.train INFO: Epoch[69] Iter[400/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:06 transreid.train INFO: Epoch[69] Iter[410/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:09 transreid.train INFO: Epoch[69] Iter[420/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:13 transreid.train INFO: Epoch[69] Iter[430/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:16 transreid.train INFO: Epoch[69] Iter[440/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:19 transreid.train INFO: Epoch[69] Iter[450/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:23 transreid.train INFO: Epoch[69] Iter[460/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:26 transreid.train INFO: Epoch[69] Iter[470/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.54e-04
2024-05-21 13:55:28 transreid.train INFO: Epoch 69 done. Time per epoch: 165.005[s] Speed: 183.8[samples/s]
2024-05-21 13:55:35 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.198, Acc: 0.986, Base Lr: 1.49e-04
2024-05-21 13:55:38 transreid.train INFO: Epoch[70] Iter[20/486] Loss: 0.232, Acc: 0.987, Base Lr: 1.49e-04
2024-05-21 13:55:42 transreid.train INFO: Epoch[70] Iter[30/486] Loss: 0.220, Acc: 0.986, Base Lr: 1.49e-04
2024-05-21 13:55:45 transreid.train INFO: Epoch[70] Iter[40/486] Loss: 0.201, Acc: 0.988, Base Lr: 1.49e-04
2024-05-21 13:55:48 transreid.train INFO: Epoch[70] Iter[50/486] Loss: 0.187, Acc: 0.990, Base Lr: 1.49e-04
2024-05-21 13:55:52 transreid.train INFO: Epoch[70] Iter[60/486] Loss: 0.183, Acc: 0.992, Base Lr: 1.49e-04
2024-05-21 13:55:55 transreid.train INFO: Epoch[70] Iter[70/486] Loss: 0.180, Acc: 0.992, Base Lr: 1.49e-04
2024-05-21 13:55:59 transreid.train INFO: Epoch[70] Iter[80/486] Loss: 0.172, Acc: 0.992, Base Lr: 1.49e-04
2024-05-21 13:56:02 transreid.train INFO: Epoch[70] Iter[90/486] Loss: 0.169, Acc: 0.993, Base Lr: 1.49e-04
2024-05-21 13:56:05 transreid.train INFO: Epoch[70] Iter[100/486] Loss: 0.165, Acc: 0.993, Base Lr: 1.49e-04
2024-05-21 13:56:09 transreid.train INFO: Epoch[70] Iter[110/486] Loss: 0.160, Acc: 0.993, Base Lr: 1.49e-04
2024-05-21 13:56:12 transreid.train INFO: Epoch[70] Iter[120/486] Loss: 0.158, Acc: 0.993, Base Lr: 1.49e-04
2024-05-21 13:56:16 transreid.train INFO: Epoch[70] Iter[130/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.49e-04
2024-05-21 13:56:19 transreid.train INFO: Epoch[70] Iter[140/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.49e-04
2024-05-21 13:56:22 transreid.train INFO: Epoch[70] Iter[150/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.49e-04
2024-05-21 13:56:26 transreid.train INFO: Epoch[70] Iter[160/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.49e-04
2024-05-21 13:56:29 transreid.train INFO: Epoch[70] Iter[170/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.49e-04
2024-05-21 13:56:33 transreid.train INFO: Epoch[70] Iter[180/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.49e-04
2024-05-21 13:56:36 transreid.train INFO: Epoch[70] Iter[190/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.49e-04
2024-05-21 13:56:39 transreid.train INFO: Epoch[70] Iter[200/486] Loss: 0.137, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:56:43 transreid.train INFO: Epoch[70] Iter[210/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:56:46 transreid.train INFO: Epoch[70] Iter[220/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:56:50 transreid.train INFO: Epoch[70] Iter[230/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:56:53 transreid.train INFO: Epoch[70] Iter[240/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:56:57 transreid.train INFO: Epoch[70] Iter[250/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:00 transreid.train INFO: Epoch[70] Iter[260/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:03 transreid.train INFO: Epoch[70] Iter[270/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:07 transreid.train INFO: Epoch[70] Iter[280/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:10 transreid.train INFO: Epoch[70] Iter[290/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:14 transreid.train INFO: Epoch[70] Iter[300/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:17 transreid.train INFO: Epoch[70] Iter[310/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:20 transreid.train INFO: Epoch[70] Iter[320/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:24 transreid.train INFO: Epoch[70] Iter[330/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:27 transreid.train INFO: Epoch[70] Iter[340/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:31 transreid.train INFO: Epoch[70] Iter[350/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:34 transreid.train INFO: Epoch[70] Iter[360/486] Loss: 0.110, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:57:38 transreid.train INFO: Epoch[70] Iter[370/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:41 transreid.train INFO: Epoch[70] Iter[380/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:57:44 transreid.train INFO: Epoch[70] Iter[390/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:57:48 transreid.train INFO: Epoch[70] Iter[400/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:51 transreid.train INFO: Epoch[70] Iter[410/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:55 transreid.train INFO: Epoch[70] Iter[420/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.49e-04
2024-05-21 13:57:58 transreid.train INFO: Epoch[70] Iter[430/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:58:01 transreid.train INFO: Epoch[70] Iter[440/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:58:05 transreid.train INFO: Epoch[70] Iter[450/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:58:08 transreid.train INFO: Epoch[70] Iter[460/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:58:12 transreid.train INFO: Epoch[70] Iter[470/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.49e-04
2024-05-21 13:58:13 transreid.train INFO: Epoch 70 done. Time per epoch: 165.201[s] Speed: 183.2[samples/s]
2024-05-21 13:58:20 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.44e-04
2024-05-21 13:58:23 transreid.train INFO: Epoch[71] Iter[20/486] Loss: 0.141, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:58:27 transreid.train INFO: Epoch[71] Iter[30/486] Loss: 0.158, Acc: 0.992, Base Lr: 1.44e-04
2024-05-21 13:58:30 transreid.train INFO: Epoch[71] Iter[40/486] Loss: 0.159, Acc: 0.992, Base Lr: 1.44e-04
2024-05-21 13:58:34 transreid.train INFO: Epoch[71] Iter[50/486] Loss: 0.158, Acc: 0.993, Base Lr: 1.44e-04
2024-05-21 13:58:37 transreid.train INFO: Epoch[71] Iter[60/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.44e-04
2024-05-21 13:58:40 transreid.train INFO: Epoch[71] Iter[70/486] Loss: 0.155, Acc: 0.993, Base Lr: 1.44e-04
2024-05-21 13:58:44 transreid.train INFO: Epoch[71] Iter[80/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.44e-04
2024-05-21 13:58:47 transreid.train INFO: Epoch[71] Iter[90/486] Loss: 0.149, Acc: 0.994, Base Lr: 1.44e-04
2024-05-21 13:58:51 transreid.train INFO: Epoch[71] Iter[100/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:58:54 transreid.train INFO: Epoch[71] Iter[110/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:58:57 transreid.train INFO: Epoch[71] Iter[120/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:01 transreid.train INFO: Epoch[71] Iter[130/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:04 transreid.train INFO: Epoch[71] Iter[140/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:08 transreid.train INFO: Epoch[71] Iter[150/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:11 transreid.train INFO: Epoch[71] Iter[160/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:15 transreid.train INFO: Epoch[71] Iter[170/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:18 transreid.train INFO: Epoch[71] Iter[180/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:21 transreid.train INFO: Epoch[71] Iter[190/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.44e-04
2024-05-21 13:59:25 transreid.train INFO: Epoch[71] Iter[200/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:28 transreid.train INFO: Epoch[71] Iter[210/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:32 transreid.train INFO: Epoch[71] Iter[220/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:35 transreid.train INFO: Epoch[71] Iter[230/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:38 transreid.train INFO: Epoch[71] Iter[240/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:42 transreid.train INFO: Epoch[71] Iter[250/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:45 transreid.train INFO: Epoch[71] Iter[260/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:49 transreid.train INFO: Epoch[71] Iter[270/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:52 transreid.train INFO: Epoch[71] Iter[280/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:56 transreid.train INFO: Epoch[71] Iter[290/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 13:59:59 transreid.train INFO: Epoch[71] Iter[300/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:02 transreid.train INFO: Epoch[71] Iter[310/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:06 transreid.train INFO: Epoch[71] Iter[320/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:09 transreid.train INFO: Epoch[71] Iter[330/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:13 transreid.train INFO: Epoch[71] Iter[340/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:16 transreid.train INFO: Epoch[71] Iter[350/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:19 transreid.train INFO: Epoch[71] Iter[360/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:23 transreid.train INFO: Epoch[71] Iter[370/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:26 transreid.train INFO: Epoch[71] Iter[380/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:30 transreid.train INFO: Epoch[71] Iter[390/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:33 transreid.train INFO: Epoch[71] Iter[400/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:37 transreid.train INFO: Epoch[71] Iter[410/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:40 transreid.train INFO: Epoch[71] Iter[420/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:43 transreid.train INFO: Epoch[71] Iter[430/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:47 transreid.train INFO: Epoch[71] Iter[440/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:50 transreid.train INFO: Epoch[71] Iter[450/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.44e-04
2024-05-21 14:00:54 transreid.train INFO: Epoch[71] Iter[460/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.44e-04
2024-05-21 14:00:57 transreid.train INFO: Epoch[71] Iter[470/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.44e-04
2024-05-21 14:00:59 transreid.train INFO: Epoch 71 done. Time per epoch: 165.878[s] Speed: 182.9[samples/s]
2024-05-21 14:01:06 transreid.train INFO: Epoch[72] Iter[10/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.39e-04
2024-05-21 14:01:09 transreid.train INFO: Epoch[72] Iter[20/486] Loss: 0.175, Acc: 0.991, Base Lr: 1.39e-04
2024-05-21 14:01:13 transreid.train INFO: Epoch[72] Iter[30/486] Loss: 0.168, Acc: 0.992, Base Lr: 1.39e-04
2024-05-21 14:01:16 transreid.train INFO: Epoch[72] Iter[40/486] Loss: 0.158, Acc: 0.993, Base Lr: 1.39e-04
2024-05-21 14:01:20 transreid.train INFO: Epoch[72] Iter[50/486] Loss: 0.154, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:23 transreid.train INFO: Epoch[72] Iter[60/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:27 transreid.train INFO: Epoch[72] Iter[70/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.39e-04
2024-05-21 14:01:30 transreid.train INFO: Epoch[72] Iter[80/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:33 transreid.train INFO: Epoch[72] Iter[90/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:37 transreid.train INFO: Epoch[72] Iter[100/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:40 transreid.train INFO: Epoch[72] Iter[110/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:44 transreid.train INFO: Epoch[72] Iter[120/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:47 transreid.train INFO: Epoch[72] Iter[130/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.39e-04
2024-05-21 14:01:50 transreid.train INFO: Epoch[72] Iter[140/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:54 transreid.train INFO: Epoch[72] Iter[150/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:01:57 transreid.train INFO: Epoch[72] Iter[160/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:02:01 transreid.train INFO: Epoch[72] Iter[170/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:02:04 transreid.train INFO: Epoch[72] Iter[180/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:02:07 transreid.train INFO: Epoch[72] Iter[190/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:02:11 transreid.train INFO: Epoch[72] Iter[200/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.39e-04
2024-05-21 14:02:14 transreid.train INFO: Epoch[72] Iter[210/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:18 transreid.train INFO: Epoch[72] Iter[220/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:21 transreid.train INFO: Epoch[72] Iter[230/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:24 transreid.train INFO: Epoch[72] Iter[240/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:28 transreid.train INFO: Epoch[72] Iter[250/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:31 transreid.train INFO: Epoch[72] Iter[260/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:35 transreid.train INFO: Epoch[72] Iter[270/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:38 transreid.train INFO: Epoch[72] Iter[280/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:41 transreid.train INFO: Epoch[72] Iter[290/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:45 transreid.train INFO: Epoch[72] Iter[300/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:48 transreid.train INFO: Epoch[72] Iter[310/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:52 transreid.train INFO: Epoch[72] Iter[320/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:55 transreid.train INFO: Epoch[72] Iter[330/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:02:59 transreid.train INFO: Epoch[72] Iter[340/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:02 transreid.train INFO: Epoch[72] Iter[350/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:05 transreid.train INFO: Epoch[72] Iter[360/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:09 transreid.train INFO: Epoch[72] Iter[370/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.39e-04
2024-05-21 14:03:12 transreid.train INFO: Epoch[72] Iter[380/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:16 transreid.train INFO: Epoch[72] Iter[390/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:19 transreid.train INFO: Epoch[72] Iter[400/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:22 transreid.train INFO: Epoch[72] Iter[410/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:26 transreid.train INFO: Epoch[72] Iter[420/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:29 transreid.train INFO: Epoch[72] Iter[430/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:33 transreid.train INFO: Epoch[72] Iter[440/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:36 transreid.train INFO: Epoch[72] Iter[450/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:39 transreid.train INFO: Epoch[72] Iter[460/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:43 transreid.train INFO: Epoch[72] Iter[470/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.39e-04
2024-05-21 14:03:44 transreid.train INFO: Epoch 72 done. Time per epoch: 165.340[s] Speed: 183.1[samples/s]
2024-05-21 14:03:51 transreid.train INFO: Epoch[73] Iter[10/486] Loss: 0.179, Acc: 0.991, Base Lr: 1.34e-04
2024-05-21 14:03:54 transreid.train INFO: Epoch[73] Iter[20/486] Loss: 0.198, Acc: 0.985, Base Lr: 1.34e-04
2024-05-21 14:03:58 transreid.train INFO: Epoch[73] Iter[30/486] Loss: 0.191, Acc: 0.989, Base Lr: 1.34e-04
2024-05-21 14:04:01 transreid.train INFO: Epoch[73] Iter[40/486] Loss: 0.174, Acc: 0.992, Base Lr: 1.34e-04
2024-05-21 14:04:05 transreid.train INFO: Epoch[73] Iter[50/486] Loss: 0.167, Acc: 0.993, Base Lr: 1.34e-04
2024-05-21 14:04:08 transreid.train INFO: Epoch[73] Iter[60/486] Loss: 0.158, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:12 transreid.train INFO: Epoch[73] Iter[70/486] Loss: 0.160, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:15 transreid.train INFO: Epoch[73] Iter[80/486] Loss: 0.161, Acc: 0.993, Base Lr: 1.34e-04
2024-05-21 14:04:18 transreid.train INFO: Epoch[73] Iter[90/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:22 transreid.train INFO: Epoch[73] Iter[100/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:25 transreid.train INFO: Epoch[73] Iter[110/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:29 transreid.train INFO: Epoch[73] Iter[120/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.34e-04
2024-05-21 14:04:32 transreid.train INFO: Epoch[73] Iter[130/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:35 transreid.train INFO: Epoch[73] Iter[140/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:39 transreid.train INFO: Epoch[73] Iter[150/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:42 transreid.train INFO: Epoch[73] Iter[160/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:46 transreid.train INFO: Epoch[73] Iter[170/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:49 transreid.train INFO: Epoch[73] Iter[180/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:53 transreid.train INFO: Epoch[73] Iter[190/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.34e-04
2024-05-21 14:04:56 transreid.train INFO: Epoch[73] Iter[200/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:00 transreid.train INFO: Epoch[73] Iter[210/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:03 transreid.train INFO: Epoch[73] Iter[220/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:06 transreid.train INFO: Epoch[73] Iter[230/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:10 transreid.train INFO: Epoch[73] Iter[240/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:13 transreid.train INFO: Epoch[73] Iter[250/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:17 transreid.train INFO: Epoch[73] Iter[260/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:20 transreid.train INFO: Epoch[73] Iter[270/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:24 transreid.train INFO: Epoch[73] Iter[280/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:27 transreid.train INFO: Epoch[73] Iter[290/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:30 transreid.train INFO: Epoch[73] Iter[300/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:34 transreid.train INFO: Epoch[73] Iter[310/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:37 transreid.train INFO: Epoch[73] Iter[320/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:41 transreid.train INFO: Epoch[73] Iter[330/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.34e-04
2024-05-21 14:05:44 transreid.train INFO: Epoch[73] Iter[340/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:05:47 transreid.train INFO: Epoch[73] Iter[350/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:05:51 transreid.train INFO: Epoch[73] Iter[360/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:05:54 transreid.train INFO: Epoch[73] Iter[370/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:05:58 transreid.train INFO: Epoch[73] Iter[380/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:01 transreid.train INFO: Epoch[73] Iter[390/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:05 transreid.train INFO: Epoch[73] Iter[400/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:08 transreid.train INFO: Epoch[73] Iter[410/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:11 transreid.train INFO: Epoch[73] Iter[420/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:15 transreid.train INFO: Epoch[73] Iter[430/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:18 transreid.train INFO: Epoch[73] Iter[440/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:22 transreid.train INFO: Epoch[73] Iter[450/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:25 transreid.train INFO: Epoch[73] Iter[460/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:28 transreid.train INFO: Epoch[73] Iter[470/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.34e-04
2024-05-21 14:06:30 transreid.train INFO: Epoch 73 done. Time per epoch: 166.043[s] Speed: 182.7[samples/s]
2024-05-21 14:06:37 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.205, Acc: 0.983, Base Lr: 1.29e-04
2024-05-21 14:06:41 transreid.train INFO: Epoch[74] Iter[20/486] Loss: 0.174, Acc: 0.990, Base Lr: 1.29e-04
2024-05-21 14:06:44 transreid.train INFO: Epoch[74] Iter[30/486] Loss: 0.177, Acc: 0.989, Base Lr: 1.29e-04
2024-05-21 14:06:47 transreid.train INFO: Epoch[74] Iter[40/486] Loss: 0.165, Acc: 0.991, Base Lr: 1.29e-04
2024-05-21 14:06:51 transreid.train INFO: Epoch[74] Iter[50/486] Loss: 0.163, Acc: 0.992, Base Lr: 1.29e-04
2024-05-21 14:06:54 transreid.train INFO: Epoch[74] Iter[60/486] Loss: 0.159, Acc: 0.992, Base Lr: 1.29e-04
2024-05-21 14:06:58 transreid.train INFO: Epoch[74] Iter[70/486] Loss: 0.154, Acc: 0.992, Base Lr: 1.29e-04
2024-05-21 14:07:01 transreid.train INFO: Epoch[74] Iter[80/486] Loss: 0.150, Acc: 0.993, Base Lr: 1.29e-04
2024-05-21 14:07:05 transreid.train INFO: Epoch[74] Iter[90/486] Loss: 0.147, Acc: 0.993, Base Lr: 1.29e-04
2024-05-21 14:07:08 transreid.train INFO: Epoch[74] Iter[100/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:11 transreid.train INFO: Epoch[74] Iter[110/486] Loss: 0.140, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:15 transreid.train INFO: Epoch[74] Iter[120/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:18 transreid.train INFO: Epoch[74] Iter[130/486] Loss: 0.138, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:22 transreid.train INFO: Epoch[74] Iter[140/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:25 transreid.train INFO: Epoch[74] Iter[150/486] Loss: 0.135, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:29 transreid.train INFO: Epoch[74] Iter[160/486] Loss: 0.135, Acc: 0.994, Base Lr: 1.29e-04
2024-05-21 14:07:32 transreid.train INFO: Epoch[74] Iter[170/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:35 transreid.train INFO: Epoch[74] Iter[180/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:39 transreid.train INFO: Epoch[74] Iter[190/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:42 transreid.train INFO: Epoch[74] Iter[200/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:46 transreid.train INFO: Epoch[74] Iter[210/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:49 transreid.train INFO: Epoch[74] Iter[220/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:53 transreid.train INFO: Epoch[74] Iter[230/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.29e-04
2024-05-21 14:07:56 transreid.train INFO: Epoch[74] Iter[240/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:07:59 transreid.train INFO: Epoch[74] Iter[250/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:03 transreid.train INFO: Epoch[74] Iter[260/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:06 transreid.train INFO: Epoch[74] Iter[270/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:10 transreid.train INFO: Epoch[74] Iter[280/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:13 transreid.train INFO: Epoch[74] Iter[290/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:17 transreid.train INFO: Epoch[74] Iter[300/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:20 transreid.train INFO: Epoch[74] Iter[310/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:23 transreid.train INFO: Epoch[74] Iter[320/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:27 transreid.train INFO: Epoch[74] Iter[330/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:30 transreid.train INFO: Epoch[74] Iter[340/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:34 transreid.train INFO: Epoch[74] Iter[350/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:37 transreid.train INFO: Epoch[74] Iter[360/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:41 transreid.train INFO: Epoch[74] Iter[370/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:44 transreid.train INFO: Epoch[74] Iter[380/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:47 transreid.train INFO: Epoch[74] Iter[390/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:08:51 transreid.train INFO: Epoch[74] Iter[400/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:54 transreid.train INFO: Epoch[74] Iter[410/486] Loss: 0.093, Acc: 0.996, Base Lr: 1.29e-04
2024-05-21 14:08:58 transreid.train INFO: Epoch[74] Iter[420/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:01 transreid.train INFO: Epoch[74] Iter[430/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:05 transreid.train INFO: Epoch[74] Iter[440/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:08 transreid.train INFO: Epoch[74] Iter[450/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:12 transreid.train INFO: Epoch[74] Iter[460/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:15 transreid.train INFO: Epoch[74] Iter[470/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.29e-04
2024-05-21 14:09:17 transreid.train INFO: Epoch 74 done. Time per epoch: 166.866[s] Speed: 182.2[samples/s]
2024-05-21 14:09:24 transreid.train INFO: Epoch[75] Iter[10/486] Loss: 0.141, Acc: 0.994, Base Lr: 1.24e-04
2024-05-21 14:09:28 transreid.train INFO: Epoch[75] Iter[20/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.24e-04
2024-05-21 14:09:31 transreid.train INFO: Epoch[75] Iter[30/486] Loss: 0.148, Acc: 0.993, Base Lr: 1.24e-04
2024-05-21 14:09:34 transreid.train INFO: Epoch[75] Iter[40/486] Loss: 0.158, Acc: 0.992, Base Lr: 1.24e-04
2024-05-21 14:09:38 transreid.train INFO: Epoch[75] Iter[50/486] Loss: 0.152, Acc: 0.993, Base Lr: 1.24e-04
2024-05-21 14:09:41 transreid.train INFO: Epoch[75] Iter[60/486] Loss: 0.145, Acc: 0.994, Base Lr: 1.24e-04
2024-05-21 14:09:45 transreid.train INFO: Epoch[75] Iter[70/486] Loss: 0.144, Acc: 0.994, Base Lr: 1.24e-04
2024-05-21 14:09:48 transreid.train INFO: Epoch[75] Iter[80/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.24e-04
2024-05-21 14:09:52 transreid.train INFO: Epoch[75] Iter[90/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.24e-04
2024-05-21 14:09:55 transreid.train INFO: Epoch[75] Iter[100/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.24e-04
2024-05-21 14:09:58 transreid.train INFO: Epoch[75] Iter[110/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.24e-04
2024-05-21 14:10:02 transreid.train INFO: Epoch[75] Iter[120/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:05 transreid.train INFO: Epoch[75] Iter[130/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:09 transreid.train INFO: Epoch[75] Iter[140/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:12 transreid.train INFO: Epoch[75] Iter[150/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:15 transreid.train INFO: Epoch[75] Iter[160/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:19 transreid.train INFO: Epoch[75] Iter[170/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:22 transreid.train INFO: Epoch[75] Iter[180/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:26 transreid.train INFO: Epoch[75] Iter[190/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:29 transreid.train INFO: Epoch[75] Iter[200/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:33 transreid.train INFO: Epoch[75] Iter[210/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:36 transreid.train INFO: Epoch[75] Iter[220/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:39 transreid.train INFO: Epoch[75] Iter[230/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:43 transreid.train INFO: Epoch[75] Iter[240/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:46 transreid.train INFO: Epoch[75] Iter[250/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:50 transreid.train INFO: Epoch[75] Iter[260/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:53 transreid.train INFO: Epoch[75] Iter[270/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:10:57 transreid.train INFO: Epoch[75] Iter[280/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:00 transreid.train INFO: Epoch[75] Iter[290/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:04 transreid.train INFO: Epoch[75] Iter[300/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:07 transreid.train INFO: Epoch[75] Iter[310/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:10 transreid.train INFO: Epoch[75] Iter[320/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:14 transreid.train INFO: Epoch[75] Iter[330/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:17 transreid.train INFO: Epoch[75] Iter[340/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.24e-04
2024-05-21 14:11:21 transreid.train INFO: Epoch[75] Iter[350/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:24 transreid.train INFO: Epoch[75] Iter[360/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:27 transreid.train INFO: Epoch[75] Iter[370/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:31 transreid.train INFO: Epoch[75] Iter[380/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:34 transreid.train INFO: Epoch[75] Iter[390/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:38 transreid.train INFO: Epoch[75] Iter[400/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:41 transreid.train INFO: Epoch[75] Iter[410/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:44 transreid.train INFO: Epoch[75] Iter[420/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:48 transreid.train INFO: Epoch[75] Iter[430/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:51 transreid.train INFO: Epoch[75] Iter[440/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:55 transreid.train INFO: Epoch[75] Iter[450/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:11:58 transreid.train INFO: Epoch[75] Iter[460/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:12:02 transreid.train INFO: Epoch[75] Iter[470/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.24e-04
2024-05-21 14:12:03 transreid.train INFO: Epoch 75 done. Time per epoch: 166.208[s] Speed: 182.5[samples/s]
2024-05-21 14:12:10 transreid.train INFO: Epoch[76] Iter[10/486] Loss: 0.188, Acc: 0.981, Base Lr: 1.19e-04
2024-05-21 14:12:14 transreid.train INFO: Epoch[76] Iter[20/486] Loss: 0.160, Acc: 0.989, Base Lr: 1.19e-04
2024-05-21 14:12:17 transreid.train INFO: Epoch[76] Iter[30/486] Loss: 0.165, Acc: 0.990, Base Lr: 1.19e-04
2024-05-21 14:12:21 transreid.train INFO: Epoch[76] Iter[40/486] Loss: 0.157, Acc: 0.992, Base Lr: 1.19e-04
2024-05-21 14:12:24 transreid.train INFO: Epoch[76] Iter[50/486] Loss: 0.157, Acc: 0.992, Base Lr: 1.19e-04
2024-05-21 14:12:27 transreid.train INFO: Epoch[76] Iter[60/486] Loss: 0.148, Acc: 0.992, Base Lr: 1.19e-04
2024-05-21 14:12:31 transreid.train INFO: Epoch[76] Iter[70/486] Loss: 0.141, Acc: 0.993, Base Lr: 1.19e-04
2024-05-21 14:12:34 transreid.train INFO: Epoch[76] Iter[80/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.19e-04
2024-05-21 14:12:38 transreid.train INFO: Epoch[76] Iter[90/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.19e-04
2024-05-21 14:12:41 transreid.train INFO: Epoch[76] Iter[100/486] Loss: 0.135, Acc: 0.994, Base Lr: 1.19e-04
2024-05-21 14:12:44 transreid.train INFO: Epoch[76] Iter[110/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:12:48 transreid.train INFO: Epoch[76] Iter[120/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:12:51 transreid.train INFO: Epoch[76] Iter[130/486] Loss: 0.131, Acc: 0.994, Base Lr: 1.19e-04
2024-05-21 14:12:54 transreid.train INFO: Epoch[76] Iter[140/486] Loss: 0.128, Acc: 0.994, Base Lr: 1.19e-04
2024-05-21 14:12:58 transreid.train INFO: Epoch[76] Iter[150/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:01 transreid.train INFO: Epoch[76] Iter[160/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:05 transreid.train INFO: Epoch[76] Iter[170/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:08 transreid.train INFO: Epoch[76] Iter[180/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:11 transreid.train INFO: Epoch[76] Iter[190/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:15 transreid.train INFO: Epoch[76] Iter[200/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.19e-04
2024-05-21 14:13:18 transreid.train INFO: Epoch[76] Iter[210/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:22 transreid.train INFO: Epoch[76] Iter[220/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:25 transreid.train INFO: Epoch[76] Iter[230/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:29 transreid.train INFO: Epoch[76] Iter[240/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:32 transreid.train INFO: Epoch[76] Iter[250/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:35 transreid.train INFO: Epoch[76] Iter[260/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:39 transreid.train INFO: Epoch[76] Iter[270/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:42 transreid.train INFO: Epoch[76] Iter[280/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:46 transreid.train INFO: Epoch[76] Iter[290/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:49 transreid.train INFO: Epoch[76] Iter[300/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:52 transreid.train INFO: Epoch[76] Iter[310/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:56 transreid.train INFO: Epoch[76] Iter[320/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.19e-04
2024-05-21 14:13:59 transreid.train INFO: Epoch[76] Iter[330/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:03 transreid.train INFO: Epoch[76] Iter[340/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:06 transreid.train INFO: Epoch[76] Iter[350/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:10 transreid.train INFO: Epoch[76] Iter[360/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:13 transreid.train INFO: Epoch[76] Iter[370/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:16 transreid.train INFO: Epoch[76] Iter[380/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:20 transreid.train INFO: Epoch[76] Iter[390/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:23 transreid.train INFO: Epoch[76] Iter[400/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:27 transreid.train INFO: Epoch[76] Iter[410/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:30 transreid.train INFO: Epoch[76] Iter[420/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:33 transreid.train INFO: Epoch[76] Iter[430/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:37 transreid.train INFO: Epoch[76] Iter[440/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:40 transreid.train INFO: Epoch[76] Iter[450/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:44 transreid.train INFO: Epoch[76] Iter[460/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:47 transreid.train INFO: Epoch[76] Iter[470/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.19e-04
2024-05-21 14:14:49 transreid.train INFO: Epoch 76 done. Time per epoch: 165.481[s] Speed: 183.3[samples/s]
2024-05-21 14:14:56 transreid.train INFO: Epoch[77] Iter[10/486] Loss: 0.165, Acc: 0.994, Base Lr: 1.14e-04
2024-05-21 14:14:59 transreid.train INFO: Epoch[77] Iter[20/486] Loss: 0.150, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:15:03 transreid.train INFO: Epoch[77] Iter[30/486] Loss: 0.156, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:06 transreid.train INFO: Epoch[77] Iter[40/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.14e-04
2024-05-21 14:15:10 transreid.train INFO: Epoch[77] Iter[50/486] Loss: 0.149, Acc: 0.994, Base Lr: 1.14e-04
2024-05-21 14:15:13 transreid.train INFO: Epoch[77] Iter[60/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:16 transreid.train INFO: Epoch[77] Iter[70/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:20 transreid.train INFO: Epoch[77] Iter[80/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:23 transreid.train INFO: Epoch[77] Iter[90/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.14e-04
2024-05-21 14:15:27 transreid.train INFO: Epoch[77] Iter[100/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:30 transreid.train INFO: Epoch[77] Iter[110/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:33 transreid.train INFO: Epoch[77] Iter[120/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:37 transreid.train INFO: Epoch[77] Iter[130/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:40 transreid.train INFO: Epoch[77] Iter[140/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.14e-04
2024-05-21 14:15:44 transreid.train INFO: Epoch[77] Iter[150/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:15:47 transreid.train INFO: Epoch[77] Iter[160/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:15:50 transreid.train INFO: Epoch[77] Iter[170/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:15:54 transreid.train INFO: Epoch[77] Iter[180/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:15:57 transreid.train INFO: Epoch[77] Iter[190/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:01 transreid.train INFO: Epoch[77] Iter[200/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:04 transreid.train INFO: Epoch[77] Iter[210/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:07 transreid.train INFO: Epoch[77] Iter[220/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:11 transreid.train INFO: Epoch[77] Iter[230/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:14 transreid.train INFO: Epoch[77] Iter[240/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.14e-04
2024-05-21 14:16:18 transreid.train INFO: Epoch[77] Iter[250/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:21 transreid.train INFO: Epoch[77] Iter[260/486] Loss: 0.108, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:25 transreid.train INFO: Epoch[77] Iter[270/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:28 transreid.train INFO: Epoch[77] Iter[280/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:31 transreid.train INFO: Epoch[77] Iter[290/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:35 transreid.train INFO: Epoch[77] Iter[300/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:38 transreid.train INFO: Epoch[77] Iter[310/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:42 transreid.train INFO: Epoch[77] Iter[320/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:45 transreid.train INFO: Epoch[77] Iter[330/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:49 transreid.train INFO: Epoch[77] Iter[340/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:52 transreid.train INFO: Epoch[77] Iter[350/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:55 transreid.train INFO: Epoch[77] Iter[360/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:16:59 transreid.train INFO: Epoch[77] Iter[370/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:02 transreid.train INFO: Epoch[77] Iter[380/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:06 transreid.train INFO: Epoch[77] Iter[390/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:09 transreid.train INFO: Epoch[77] Iter[400/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:12 transreid.train INFO: Epoch[77] Iter[410/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:16 transreid.train INFO: Epoch[77] Iter[420/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:19 transreid.train INFO: Epoch[77] Iter[430/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:23 transreid.train INFO: Epoch[77] Iter[440/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:26 transreid.train INFO: Epoch[77] Iter[450/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:29 transreid.train INFO: Epoch[77] Iter[460/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:33 transreid.train INFO: Epoch[77] Iter[470/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.14e-04
2024-05-21 14:17:35 transreid.train INFO: Epoch 77 done. Time per epoch: 165.790[s] Speed: 183.0[samples/s]
2024-05-21 14:17:42 transreid.train INFO: Epoch[78] Iter[10/486] Loss: 0.139, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:17:45 transreid.train INFO: Epoch[78] Iter[20/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.10e-04
2024-05-21 14:17:48 transreid.train INFO: Epoch[78] Iter[30/486] Loss: 0.150, Acc: 0.993, Base Lr: 1.10e-04
2024-05-21 14:17:52 transreid.train INFO: Epoch[78] Iter[40/486] Loss: 0.145, Acc: 0.994, Base Lr: 1.10e-04
2024-05-21 14:17:55 transreid.train INFO: Epoch[78] Iter[50/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.10e-04
2024-05-21 14:17:59 transreid.train INFO: Epoch[78] Iter[60/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.10e-04
2024-05-21 14:18:02 transreid.train INFO: Epoch[78] Iter[70/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.10e-04
2024-05-21 14:18:05 transreid.train INFO: Epoch[78] Iter[80/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:09 transreid.train INFO: Epoch[78] Iter[90/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.10e-04
2024-05-21 14:18:12 transreid.train INFO: Epoch[78] Iter[100/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.10e-04
2024-05-21 14:18:16 transreid.train INFO: Epoch[78] Iter[110/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:19 transreid.train INFO: Epoch[78] Iter[120/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:22 transreid.train INFO: Epoch[78] Iter[130/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:26 transreid.train INFO: Epoch[78] Iter[140/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.10e-04
2024-05-21 14:18:29 transreid.train INFO: Epoch[78] Iter[150/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:33 transreid.train INFO: Epoch[78] Iter[160/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:36 transreid.train INFO: Epoch[78] Iter[170/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:39 transreid.train INFO: Epoch[78] Iter[180/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:43 transreid.train INFO: Epoch[78] Iter[190/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:46 transreid.train INFO: Epoch[78] Iter[200/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:50 transreid.train INFO: Epoch[78] Iter[210/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:53 transreid.train INFO: Epoch[78] Iter[220/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:18:57 transreid.train INFO: Epoch[78] Iter[230/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:19:00 transreid.train INFO: Epoch[78] Iter[240/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:19:03 transreid.train INFO: Epoch[78] Iter[250/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:19:07 transreid.train INFO: Epoch[78] Iter[260/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:19:10 transreid.train INFO: Epoch[78] Iter[270/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.10e-04
2024-05-21 14:19:14 transreid.train INFO: Epoch[78] Iter[280/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:17 transreid.train INFO: Epoch[78] Iter[290/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:21 transreid.train INFO: Epoch[78] Iter[300/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:24 transreid.train INFO: Epoch[78] Iter[310/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:27 transreid.train INFO: Epoch[78] Iter[320/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:31 transreid.train INFO: Epoch[78] Iter[330/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:34 transreid.train INFO: Epoch[78] Iter[340/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:38 transreid.train INFO: Epoch[78] Iter[350/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:41 transreid.train INFO: Epoch[78] Iter[360/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:44 transreid.train INFO: Epoch[78] Iter[370/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:48 transreid.train INFO: Epoch[78] Iter[380/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:51 transreid.train INFO: Epoch[78] Iter[390/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:55 transreid.train INFO: Epoch[78] Iter[400/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:19:58 transreid.train INFO: Epoch[78] Iter[410/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:02 transreid.train INFO: Epoch[78] Iter[420/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:05 transreid.train INFO: Epoch[78] Iter[430/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:08 transreid.train INFO: Epoch[78] Iter[440/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:12 transreid.train INFO: Epoch[78] Iter[450/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:15 transreid.train INFO: Epoch[78] Iter[460/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:19 transreid.train INFO: Epoch[78] Iter[470/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.10e-04
2024-05-21 14:20:20 transreid.train INFO: Epoch 78 done. Time per epoch: 165.791[s] Speed: 183.0[samples/s]
2024-05-21 14:20:27 transreid.train INFO: Epoch[79] Iter[10/486] Loss: 0.168, Acc: 0.989, Base Lr: 1.05e-04
2024-05-21 14:20:31 transreid.train INFO: Epoch[79] Iter[20/486] Loss: 0.174, Acc: 0.987, Base Lr: 1.05e-04
2024-05-21 14:20:34 transreid.train INFO: Epoch[79] Iter[30/486] Loss: 0.161, Acc: 0.990, Base Lr: 1.05e-04
2024-05-21 14:20:38 transreid.train INFO: Epoch[79] Iter[40/486] Loss: 0.157, Acc: 0.991, Base Lr: 1.05e-04
2024-05-21 14:20:41 transreid.train INFO: Epoch[79] Iter[50/486] Loss: 0.154, Acc: 0.992, Base Lr: 1.05e-04
2024-05-21 14:20:44 transreid.train INFO: Epoch[79] Iter[60/486] Loss: 0.150, Acc: 0.993, Base Lr: 1.05e-04
2024-05-21 14:20:48 transreid.train INFO: Epoch[79] Iter[70/486] Loss: 0.145, Acc: 0.994, Base Lr: 1.05e-04
2024-05-21 14:20:51 transreid.train INFO: Epoch[79] Iter[80/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:20:55 transreid.train INFO: Epoch[79] Iter[90/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:20:58 transreid.train INFO: Epoch[79] Iter[100/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:01 transreid.train INFO: Epoch[79] Iter[110/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:05 transreid.train INFO: Epoch[79] Iter[120/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:08 transreid.train INFO: Epoch[79] Iter[130/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:12 transreid.train INFO: Epoch[79] Iter[140/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:15 transreid.train INFO: Epoch[79] Iter[150/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:18 transreid.train INFO: Epoch[79] Iter[160/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:22 transreid.train INFO: Epoch[79] Iter[170/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.05e-04
2024-05-21 14:21:25 transreid.train INFO: Epoch[79] Iter[180/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:29 transreid.train INFO: Epoch[79] Iter[190/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:32 transreid.train INFO: Epoch[79] Iter[200/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:36 transreid.train INFO: Epoch[79] Iter[210/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:39 transreid.train INFO: Epoch[79] Iter[220/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:42 transreid.train INFO: Epoch[79] Iter[230/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:46 transreid.train INFO: Epoch[79] Iter[240/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:49 transreid.train INFO: Epoch[79] Iter[250/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:21:53 transreid.train INFO: Epoch[79] Iter[260/486] Loss: 0.110, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:21:56 transreid.train INFO: Epoch[79] Iter[270/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:21:59 transreid.train INFO: Epoch[79] Iter[280/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:22:03 transreid.train INFO: Epoch[79] Iter[290/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.05e-04
2024-05-21 14:22:06 transreid.train INFO: Epoch[79] Iter[300/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:10 transreid.train INFO: Epoch[79] Iter[310/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:13 transreid.train INFO: Epoch[79] Iter[320/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:17 transreid.train INFO: Epoch[79] Iter[330/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:20 transreid.train INFO: Epoch[79] Iter[340/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:23 transreid.train INFO: Epoch[79] Iter[350/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:27 transreid.train INFO: Epoch[79] Iter[360/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:30 transreid.train INFO: Epoch[79] Iter[370/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:34 transreid.train INFO: Epoch[79] Iter[380/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:37 transreid.train INFO: Epoch[79] Iter[390/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:41 transreid.train INFO: Epoch[79] Iter[400/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:44 transreid.train INFO: Epoch[79] Iter[410/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:47 transreid.train INFO: Epoch[79] Iter[420/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:51 transreid.train INFO: Epoch[79] Iter[430/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:54 transreid.train INFO: Epoch[79] Iter[440/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:22:58 transreid.train INFO: Epoch[79] Iter[450/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:23:01 transreid.train INFO: Epoch[79] Iter[460/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:23:04 transreid.train INFO: Epoch[79] Iter[470/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.05e-04
2024-05-21 14:23:06 transreid.train INFO: Epoch 79 done. Time per epoch: 165.422[s] Speed: 183.0[samples/s]
2024-05-21 14:23:13 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.174, Acc: 0.986, Base Lr: 1.01e-04
2024-05-21 14:23:16 transreid.train INFO: Epoch[80] Iter[20/486] Loss: 0.181, Acc: 0.989, Base Lr: 1.01e-04
2024-05-21 14:23:20 transreid.train INFO: Epoch[80] Iter[30/486] Loss: 0.164, Acc: 0.992, Base Lr: 1.01e-04
2024-05-21 14:23:23 transreid.train INFO: Epoch[80] Iter[40/486] Loss: 0.151, Acc: 0.993, Base Lr: 1.01e-04
2024-05-21 14:23:27 transreid.train INFO: Epoch[80] Iter[50/486] Loss: 0.153, Acc: 0.993, Base Lr: 1.01e-04
2024-05-21 14:23:30 transreid.train INFO: Epoch[80] Iter[60/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.01e-04
2024-05-21 14:23:34 transreid.train INFO: Epoch[80] Iter[70/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.01e-04
2024-05-21 14:23:37 transreid.train INFO: Epoch[80] Iter[80/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.01e-04
2024-05-21 14:23:40 transreid.train INFO: Epoch[80] Iter[90/486] Loss: 0.137, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:23:44 transreid.train INFO: Epoch[80] Iter[100/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:23:47 transreid.train INFO: Epoch[80] Iter[110/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:23:51 transreid.train INFO: Epoch[80] Iter[120/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:23:54 transreid.train INFO: Epoch[80] Iter[130/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:23:58 transreid.train INFO: Epoch[80] Iter[140/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:01 transreid.train INFO: Epoch[80] Iter[150/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:04 transreid.train INFO: Epoch[80] Iter[160/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:08 transreid.train INFO: Epoch[80] Iter[170/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:11 transreid.train INFO: Epoch[80] Iter[180/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:15 transreid.train INFO: Epoch[80] Iter[190/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:18 transreid.train INFO: Epoch[80] Iter[200/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:22 transreid.train INFO: Epoch[80] Iter[210/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:25 transreid.train INFO: Epoch[80] Iter[220/486] Loss: 0.113, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:28 transreid.train INFO: Epoch[80] Iter[230/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:32 transreid.train INFO: Epoch[80] Iter[240/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:35 transreid.train INFO: Epoch[80] Iter[250/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:39 transreid.train INFO: Epoch[80] Iter[260/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.01e-04
2024-05-21 14:24:42 transreid.train INFO: Epoch[80] Iter[270/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:46 transreid.train INFO: Epoch[80] Iter[280/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:49 transreid.train INFO: Epoch[80] Iter[290/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:53 transreid.train INFO: Epoch[80] Iter[300/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:56 transreid.train INFO: Epoch[80] Iter[310/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:24:59 transreid.train INFO: Epoch[80] Iter[320/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:03 transreid.train INFO: Epoch[80] Iter[330/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:06 transreid.train INFO: Epoch[80] Iter[340/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:10 transreid.train INFO: Epoch[80] Iter[350/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:13 transreid.train INFO: Epoch[80] Iter[360/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:17 transreid.train INFO: Epoch[80] Iter[370/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:20 transreid.train INFO: Epoch[80] Iter[380/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:23 transreid.train INFO: Epoch[80] Iter[390/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:27 transreid.train INFO: Epoch[80] Iter[400/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:30 transreid.train INFO: Epoch[80] Iter[410/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:34 transreid.train INFO: Epoch[80] Iter[420/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:37 transreid.train INFO: Epoch[80] Iter[430/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:41 transreid.train INFO: Epoch[80] Iter[440/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:44 transreid.train INFO: Epoch[80] Iter[450/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:48 transreid.train INFO: Epoch[80] Iter[460/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:51 transreid.train INFO: Epoch[80] Iter[470/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.01e-04
2024-05-21 14:25:52 transreid.train INFO: Epoch 80 done. Time per epoch: 165.956[s] Speed: 181.6[samples/s]
2024-05-21 14:33:12 transreid.train INFO: Validation Results - Epoch: 80
2024-05-21 14:33:12 transreid.train INFO: mAP: 62.0%
2024-05-21 14:33:12 transreid.train INFO: CMC curve, Rank-1  :82.6%
2024-05-21 14:33:12 transreid.train INFO: CMC curve, Rank-5  :89.8%
2024-05-21 14:33:12 transreid.train INFO: CMC curve, Rank-10 :92.1%
2024-05-21 14:33:19 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.121, Acc: 0.998, Base Lr: 9.61e-05
2024-05-21 14:33:23 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.126, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:26 transreid.train INFO: Epoch[81] Iter[30/486] Loss: 0.131, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:29 transreid.train INFO: Epoch[81] Iter[40/486] Loss: 0.129, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:33:33 transreid.train INFO: Epoch[81] Iter[50/486] Loss: 0.129, Acc: 0.995, Base Lr: 9.61e-05
2024-05-21 14:33:36 transreid.train INFO: Epoch[81] Iter[60/486] Loss: 0.122, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:40 transreid.train INFO: Epoch[81] Iter[70/486] Loss: 0.121, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:43 transreid.train INFO: Epoch[81] Iter[80/486] Loss: 0.118, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:46 transreid.train INFO: Epoch[81] Iter[90/486] Loss: 0.115, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:50 transreid.train INFO: Epoch[81] Iter[100/486] Loss: 0.117, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:53 transreid.train INFO: Epoch[81] Iter[110/486] Loss: 0.117, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:33:57 transreid.train INFO: Epoch[81] Iter[120/486] Loss: 0.114, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:34:00 transreid.train INFO: Epoch[81] Iter[130/486] Loss: 0.114, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:03 transreid.train INFO: Epoch[81] Iter[140/486] Loss: 0.115, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:34:07 transreid.train INFO: Epoch[81] Iter[150/486] Loss: 0.112, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:34:10 transreid.train INFO: Epoch[81] Iter[160/486] Loss: 0.112, Acc: 0.996, Base Lr: 9.61e-05
2024-05-21 14:34:14 transreid.train INFO: Epoch[81] Iter[170/486] Loss: 0.111, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:17 transreid.train INFO: Epoch[81] Iter[180/486] Loss: 0.109, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:20 transreid.train INFO: Epoch[81] Iter[190/486] Loss: 0.108, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:24 transreid.train INFO: Epoch[81] Iter[200/486] Loss: 0.107, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:27 transreid.train INFO: Epoch[81] Iter[210/486] Loss: 0.105, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:31 transreid.train INFO: Epoch[81] Iter[220/486] Loss: 0.104, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:34 transreid.train INFO: Epoch[81] Iter[230/486] Loss: 0.103, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:37 transreid.train INFO: Epoch[81] Iter[240/486] Loss: 0.101, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:41 transreid.train INFO: Epoch[81] Iter[250/486] Loss: 0.100, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:44 transreid.train INFO: Epoch[81] Iter[260/486] Loss: 0.099, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:48 transreid.train INFO: Epoch[81] Iter[270/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:51 transreid.train INFO: Epoch[81] Iter[280/486] Loss: 0.097, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:54 transreid.train INFO: Epoch[81] Iter[290/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:34:58 transreid.train INFO: Epoch[81] Iter[300/486] Loss: 0.096, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:01 transreid.train INFO: Epoch[81] Iter[310/486] Loss: 0.095, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:05 transreid.train INFO: Epoch[81] Iter[320/486] Loss: 0.093, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:08 transreid.train INFO: Epoch[81] Iter[330/486] Loss: 0.093, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:11 transreid.train INFO: Epoch[81] Iter[340/486] Loss: 0.091, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:15 transreid.train INFO: Epoch[81] Iter[350/486] Loss: 0.090, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:18 transreid.train INFO: Epoch[81] Iter[360/486] Loss: 0.089, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:22 transreid.train INFO: Epoch[81] Iter[370/486] Loss: 0.088, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:25 transreid.train INFO: Epoch[81] Iter[380/486] Loss: 0.086, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:28 transreid.train INFO: Epoch[81] Iter[390/486] Loss: 0.085, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:32 transreid.train INFO: Epoch[81] Iter[400/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:35 transreid.train INFO: Epoch[81] Iter[410/486] Loss: 0.082, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:39 transreid.train INFO: Epoch[81] Iter[420/486] Loss: 0.081, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:42 transreid.train INFO: Epoch[81] Iter[430/486] Loss: 0.079, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:45 transreid.train INFO: Epoch[81] Iter[440/486] Loss: 0.078, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:49 transreid.train INFO: Epoch[81] Iter[450/486] Loss: 0.077, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:52 transreid.train INFO: Epoch[81] Iter[460/486] Loss: 0.075, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:56 transreid.train INFO: Epoch[81] Iter[470/486] Loss: 0.075, Acc: 0.997, Base Lr: 9.61e-05
2024-05-21 14:35:58 transreid.train INFO: Epoch 81 done. Time per epoch: 166.012[s] Speed: 183.1[samples/s]
2024-05-21 14:36:05 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.118, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:36:08 transreid.train INFO: Epoch[82] Iter[20/486] Loss: 0.126, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:36:12 transreid.train INFO: Epoch[82] Iter[30/486] Loss: 0.129, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:15 transreid.train INFO: Epoch[82] Iter[40/486] Loss: 0.130, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:19 transreid.train INFO: Epoch[82] Iter[50/486] Loss: 0.131, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:22 transreid.train INFO: Epoch[82] Iter[60/486] Loss: 0.131, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:25 transreid.train INFO: Epoch[82] Iter[70/486] Loss: 0.130, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:29 transreid.train INFO: Epoch[82] Iter[80/486] Loss: 0.137, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:32 transreid.train INFO: Epoch[82] Iter[90/486] Loss: 0.137, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:36 transreid.train INFO: Epoch[82] Iter[100/486] Loss: 0.134, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:39 transreid.train INFO: Epoch[82] Iter[110/486] Loss: 0.132, Acc: 0.994, Base Lr: 9.17e-05
2024-05-21 14:36:43 transreid.train INFO: Epoch[82] Iter[120/486] Loss: 0.128, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:46 transreid.train INFO: Epoch[82] Iter[130/486] Loss: 0.126, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:49 transreid.train INFO: Epoch[82] Iter[140/486] Loss: 0.124, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:53 transreid.train INFO: Epoch[82] Iter[150/486] Loss: 0.122, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:36:56 transreid.train INFO: Epoch[82] Iter[160/486] Loss: 0.120, Acc: 0.995, Base Lr: 9.17e-05
2024-05-21 14:37:00 transreid.train INFO: Epoch[82] Iter[170/486] Loss: 0.120, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:03 transreid.train INFO: Epoch[82] Iter[180/486] Loss: 0.118, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:06 transreid.train INFO: Epoch[82] Iter[190/486] Loss: 0.117, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:10 transreid.train INFO: Epoch[82] Iter[200/486] Loss: 0.116, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:13 transreid.train INFO: Epoch[82] Iter[210/486] Loss: 0.114, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:17 transreid.train INFO: Epoch[82] Iter[220/486] Loss: 0.111, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:20 transreid.train INFO: Epoch[82] Iter[230/486] Loss: 0.109, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:24 transreid.train INFO: Epoch[82] Iter[240/486] Loss: 0.108, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:27 transreid.train INFO: Epoch[82] Iter[250/486] Loss: 0.106, Acc: 0.996, Base Lr: 9.17e-05
2024-05-21 14:37:30 transreid.train INFO: Epoch[82] Iter[260/486] Loss: 0.104, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:34 transreid.train INFO: Epoch[82] Iter[270/486] Loss: 0.102, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:37 transreid.train INFO: Epoch[82] Iter[280/486] Loss: 0.100, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:41 transreid.train INFO: Epoch[82] Iter[290/486] Loss: 0.099, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:44 transreid.train INFO: Epoch[82] Iter[300/486] Loss: 0.097, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:47 transreid.train INFO: Epoch[82] Iter[310/486] Loss: 0.096, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:51 transreid.train INFO: Epoch[82] Iter[320/486] Loss: 0.095, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:54 transreid.train INFO: Epoch[82] Iter[330/486] Loss: 0.093, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:37:58 transreid.train INFO: Epoch[82] Iter[340/486] Loss: 0.092, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:01 transreid.train INFO: Epoch[82] Iter[350/486] Loss: 0.091, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:05 transreid.train INFO: Epoch[82] Iter[360/486] Loss: 0.090, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:08 transreid.train INFO: Epoch[82] Iter[370/486] Loss: 0.088, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:11 transreid.train INFO: Epoch[82] Iter[380/486] Loss: 0.087, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:15 transreid.train INFO: Epoch[82] Iter[390/486] Loss: 0.086, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:18 transreid.train INFO: Epoch[82] Iter[400/486] Loss: 0.084, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:22 transreid.train INFO: Epoch[82] Iter[410/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:25 transreid.train INFO: Epoch[82] Iter[420/486] Loss: 0.081, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:28 transreid.train INFO: Epoch[82] Iter[430/486] Loss: 0.080, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:32 transreid.train INFO: Epoch[82] Iter[440/486] Loss: 0.079, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:35 transreid.train INFO: Epoch[82] Iter[450/486] Loss: 0.077, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:39 transreid.train INFO: Epoch[82] Iter[460/486] Loss: 0.076, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:42 transreid.train INFO: Epoch[82] Iter[470/486] Loss: 0.075, Acc: 0.997, Base Lr: 9.17e-05
2024-05-21 14:38:44 transreid.train INFO: Epoch 82 done. Time per epoch: 166.112[s] Speed: 182.6[samples/s]
2024-05-21 14:38:51 transreid.train INFO: Epoch[83] Iter[10/486] Loss: 0.146, Acc: 0.992, Base Lr: 8.73e-05
2024-05-21 14:38:54 transreid.train INFO: Epoch[83] Iter[20/486] Loss: 0.138, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:38:58 transreid.train INFO: Epoch[83] Iter[30/486] Loss: 0.148, Acc: 0.993, Base Lr: 8.73e-05
2024-05-21 14:39:01 transreid.train INFO: Epoch[83] Iter[40/486] Loss: 0.140, Acc: 0.993, Base Lr: 8.73e-05
2024-05-21 14:39:05 transreid.train INFO: Epoch[83] Iter[50/486] Loss: 0.140, Acc: 0.993, Base Lr: 8.73e-05
2024-05-21 14:39:08 transreid.train INFO: Epoch[83] Iter[60/486] Loss: 0.138, Acc: 0.994, Base Lr: 8.73e-05
2024-05-21 14:39:11 transreid.train INFO: Epoch[83] Iter[70/486] Loss: 0.135, Acc: 0.994, Base Lr: 8.73e-05
2024-05-21 14:39:15 transreid.train INFO: Epoch[83] Iter[80/486] Loss: 0.137, Acc: 0.994, Base Lr: 8.73e-05
2024-05-21 14:39:18 transreid.train INFO: Epoch[83] Iter[90/486] Loss: 0.132, Acc: 0.994, Base Lr: 8.73e-05
2024-05-21 14:39:22 transreid.train INFO: Epoch[83] Iter[100/486] Loss: 0.128, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:25 transreid.train INFO: Epoch[83] Iter[110/486] Loss: 0.126, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:29 transreid.train INFO: Epoch[83] Iter[120/486] Loss: 0.124, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:32 transreid.train INFO: Epoch[83] Iter[130/486] Loss: 0.121, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:35 transreid.train INFO: Epoch[83] Iter[140/486] Loss: 0.119, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:39:39 transreid.train INFO: Epoch[83] Iter[150/486] Loss: 0.120, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:42 transreid.train INFO: Epoch[83] Iter[160/486] Loss: 0.119, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:46 transreid.train INFO: Epoch[83] Iter[170/486] Loss: 0.117, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:49 transreid.train INFO: Epoch[83] Iter[180/486] Loss: 0.115, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:53 transreid.train INFO: Epoch[83] Iter[190/486] Loss: 0.115, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:56 transreid.train INFO: Epoch[83] Iter[200/486] Loss: 0.113, Acc: 0.995, Base Lr: 8.73e-05
2024-05-21 14:39:59 transreid.train INFO: Epoch[83] Iter[210/486] Loss: 0.111, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:03 transreid.train INFO: Epoch[83] Iter[220/486] Loss: 0.110, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:06 transreid.train INFO: Epoch[83] Iter[230/486] Loss: 0.109, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:10 transreid.train INFO: Epoch[83] Iter[240/486] Loss: 0.107, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:13 transreid.train INFO: Epoch[83] Iter[250/486] Loss: 0.106, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:17 transreid.train INFO: Epoch[83] Iter[260/486] Loss: 0.104, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:20 transreid.train INFO: Epoch[83] Iter[270/486] Loss: 0.103, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:23 transreid.train INFO: Epoch[83] Iter[280/486] Loss: 0.101, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:27 transreid.train INFO: Epoch[83] Iter[290/486] Loss: 0.100, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:30 transreid.train INFO: Epoch[83] Iter[300/486] Loss: 0.099, Acc: 0.996, Base Lr: 8.73e-05
2024-05-21 14:40:34 transreid.train INFO: Epoch[83] Iter[310/486] Loss: 0.097, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:37 transreid.train INFO: Epoch[83] Iter[320/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:41 transreid.train INFO: Epoch[83] Iter[330/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:44 transreid.train INFO: Epoch[83] Iter[340/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:47 transreid.train INFO: Epoch[83] Iter[350/486] Loss: 0.092, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:51 transreid.train INFO: Epoch[83] Iter[360/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:54 transreid.train INFO: Epoch[83] Iter[370/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:40:58 transreid.train INFO: Epoch[83] Iter[380/486] Loss: 0.088, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:01 transreid.train INFO: Epoch[83] Iter[390/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:05 transreid.train INFO: Epoch[83] Iter[400/486] Loss: 0.085, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:08 transreid.train INFO: Epoch[83] Iter[410/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:11 transreid.train INFO: Epoch[83] Iter[420/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:15 transreid.train INFO: Epoch[83] Iter[430/486] Loss: 0.081, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:18 transreid.train INFO: Epoch[83] Iter[440/486] Loss: 0.080, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:22 transreid.train INFO: Epoch[83] Iter[450/486] Loss: 0.079, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:25 transreid.train INFO: Epoch[83] Iter[460/486] Loss: 0.078, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:29 transreid.train INFO: Epoch[83] Iter[470/486] Loss: 0.076, Acc: 0.997, Base Lr: 8.73e-05
2024-05-21 14:41:30 transreid.train INFO: Epoch 83 done. Time per epoch: 166.181[s] Speed: 182.2[samples/s]
2024-05-21 14:41:37 transreid.train INFO: Epoch[84] Iter[10/486] Loss: 0.111, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:41:41 transreid.train INFO: Epoch[84] Iter[20/486] Loss: 0.155, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:41:44 transreid.train INFO: Epoch[84] Iter[30/486] Loss: 0.160, Acc: 0.993, Base Lr: 8.31e-05
2024-05-21 14:41:48 transreid.train INFO: Epoch[84] Iter[40/486] Loss: 0.152, Acc: 0.993, Base Lr: 8.31e-05
2024-05-21 14:41:51 transreid.train INFO: Epoch[84] Iter[50/486] Loss: 0.144, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:41:54 transreid.train INFO: Epoch[84] Iter[60/486] Loss: 0.141, Acc: 0.993, Base Lr: 8.31e-05
2024-05-21 14:41:58 transreid.train INFO: Epoch[84] Iter[70/486] Loss: 0.138, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:42:01 transreid.train INFO: Epoch[84] Iter[80/486] Loss: 0.138, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:42:05 transreid.train INFO: Epoch[84] Iter[90/486] Loss: 0.136, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:42:08 transreid.train INFO: Epoch[84] Iter[100/486] Loss: 0.133, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:42:11 transreid.train INFO: Epoch[84] Iter[110/486] Loss: 0.131, Acc: 0.994, Base Lr: 8.31e-05
2024-05-21 14:42:15 transreid.train INFO: Epoch[84] Iter[120/486] Loss: 0.128, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:18 transreid.train INFO: Epoch[84] Iter[130/486] Loss: 0.125, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:22 transreid.train INFO: Epoch[84] Iter[140/486] Loss: 0.123, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:25 transreid.train INFO: Epoch[84] Iter[150/486] Loss: 0.121, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:28 transreid.train INFO: Epoch[84] Iter[160/486] Loss: 0.120, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:32 transreid.train INFO: Epoch[84] Iter[170/486] Loss: 0.118, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:35 transreid.train INFO: Epoch[84] Iter[180/486] Loss: 0.116, Acc: 0.995, Base Lr: 8.31e-05
2024-05-21 14:42:39 transreid.train INFO: Epoch[84] Iter[190/486] Loss: 0.114, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:42 transreid.train INFO: Epoch[84] Iter[200/486] Loss: 0.112, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:46 transreid.train INFO: Epoch[84] Iter[210/486] Loss: 0.110, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:49 transreid.train INFO: Epoch[84] Iter[220/486] Loss: 0.109, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:52 transreid.train INFO: Epoch[84] Iter[230/486] Loss: 0.107, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:56 transreid.train INFO: Epoch[84] Iter[240/486] Loss: 0.106, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:42:59 transreid.train INFO: Epoch[84] Iter[250/486] Loss: 0.105, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:03 transreid.train INFO: Epoch[84] Iter[260/486] Loss: 0.103, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:06 transreid.train INFO: Epoch[84] Iter[270/486] Loss: 0.101, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:09 transreid.train INFO: Epoch[84] Iter[280/486] Loss: 0.100, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:13 transreid.train INFO: Epoch[84] Iter[290/486] Loss: 0.099, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:16 transreid.train INFO: Epoch[84] Iter[300/486] Loss: 0.097, Acc: 0.996, Base Lr: 8.31e-05
2024-05-21 14:43:20 transreid.train INFO: Epoch[84] Iter[310/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:23 transreid.train INFO: Epoch[84] Iter[320/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:27 transreid.train INFO: Epoch[84] Iter[330/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:30 transreid.train INFO: Epoch[84] Iter[340/486] Loss: 0.091, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:33 transreid.train INFO: Epoch[84] Iter[350/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:37 transreid.train INFO: Epoch[84] Iter[360/486] Loss: 0.088, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:40 transreid.train INFO: Epoch[84] Iter[370/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:44 transreid.train INFO: Epoch[84] Iter[380/486] Loss: 0.085, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:47 transreid.train INFO: Epoch[84] Iter[390/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:51 transreid.train INFO: Epoch[84] Iter[400/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:54 transreid.train INFO: Epoch[84] Iter[410/486] Loss: 0.082, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:43:57 transreid.train INFO: Epoch[84] Iter[420/486] Loss: 0.080, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:01 transreid.train INFO: Epoch[84] Iter[430/486] Loss: 0.079, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:04 transreid.train INFO: Epoch[84] Iter[440/486] Loss: 0.077, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:07 transreid.train INFO: Epoch[84] Iter[450/486] Loss: 0.076, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:11 transreid.train INFO: Epoch[84] Iter[460/486] Loss: 0.075, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:14 transreid.train INFO: Epoch[84] Iter[470/486] Loss: 0.073, Acc: 0.997, Base Lr: 8.31e-05
2024-05-21 14:44:17 transreid.train INFO: Epoch 84 done. Time per epoch: 166.416[s] Speed: 182.7[samples/s]
2024-05-21 14:44:24 transreid.train INFO: Epoch[85] Iter[10/486] Loss: 0.125, Acc: 0.992, Base Lr: 7.89e-05
2024-05-21 14:44:27 transreid.train INFO: Epoch[85] Iter[20/486] Loss: 0.132, Acc: 0.993, Base Lr: 7.89e-05
2024-05-21 14:44:30 transreid.train INFO: Epoch[85] Iter[30/486] Loss: 0.135, Acc: 0.993, Base Lr: 7.89e-05
2024-05-21 14:44:34 transreid.train INFO: Epoch[85] Iter[40/486] Loss: 0.139, Acc: 0.992, Base Lr: 7.89e-05
2024-05-21 14:44:37 transreid.train INFO: Epoch[85] Iter[50/486] Loss: 0.133, Acc: 0.994, Base Lr: 7.89e-05
2024-05-21 14:44:41 transreid.train INFO: Epoch[85] Iter[60/486] Loss: 0.128, Acc: 0.995, Base Lr: 7.89e-05
2024-05-21 14:44:44 transreid.train INFO: Epoch[85] Iter[70/486] Loss: 0.127, Acc: 0.995, Base Lr: 7.89e-05
2024-05-21 14:44:47 transreid.train INFO: Epoch[85] Iter[80/486] Loss: 0.125, Acc: 0.995, Base Lr: 7.89e-05
2024-05-21 14:44:51 transreid.train INFO: Epoch[85] Iter[90/486] Loss: 0.129, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:44:54 transreid.train INFO: Epoch[85] Iter[100/486] Loss: 0.126, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:44:58 transreid.train INFO: Epoch[85] Iter[110/486] Loss: 0.124, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:01 transreid.train INFO: Epoch[85] Iter[120/486] Loss: 0.123, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:04 transreid.train INFO: Epoch[85] Iter[130/486] Loss: 0.122, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:08 transreid.train INFO: Epoch[85] Iter[140/486] Loss: 0.121, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:11 transreid.train INFO: Epoch[85] Iter[150/486] Loss: 0.119, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:15 transreid.train INFO: Epoch[85] Iter[160/486] Loss: 0.119, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:18 transreid.train INFO: Epoch[85] Iter[170/486] Loss: 0.116, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:21 transreid.train INFO: Epoch[85] Iter[180/486] Loss: 0.114, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:25 transreid.train INFO: Epoch[85] Iter[190/486] Loss: 0.112, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:28 transreid.train INFO: Epoch[85] Iter[200/486] Loss: 0.110, Acc: 0.996, Base Lr: 7.89e-05
2024-05-21 14:45:32 transreid.train INFO: Epoch[85] Iter[210/486] Loss: 0.109, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:35 transreid.train INFO: Epoch[85] Iter[220/486] Loss: 0.108, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:38 transreid.train INFO: Epoch[85] Iter[230/486] Loss: 0.105, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:42 transreid.train INFO: Epoch[85] Iter[240/486] Loss: 0.104, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:45 transreid.train INFO: Epoch[85] Iter[250/486] Loss: 0.103, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:49 transreid.train INFO: Epoch[85] Iter[260/486] Loss: 0.102, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:52 transreid.train INFO: Epoch[85] Iter[270/486] Loss: 0.100, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:56 transreid.train INFO: Epoch[85] Iter[280/486] Loss: 0.099, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:45:59 transreid.train INFO: Epoch[85] Iter[290/486] Loss: 0.097, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:02 transreid.train INFO: Epoch[85] Iter[300/486] Loss: 0.096, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:06 transreid.train INFO: Epoch[85] Iter[310/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:09 transreid.train INFO: Epoch[85] Iter[320/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:13 transreid.train INFO: Epoch[85] Iter[330/486] Loss: 0.092, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:16 transreid.train INFO: Epoch[85] Iter[340/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.89e-05
2024-05-21 14:46:19 transreid.train INFO: Epoch[85] Iter[350/486] Loss: 0.089, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:23 transreid.train INFO: Epoch[85] Iter[360/486] Loss: 0.087, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:26 transreid.train INFO: Epoch[85] Iter[370/486] Loss: 0.086, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:30 transreid.train INFO: Epoch[85] Iter[380/486] Loss: 0.084, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:33 transreid.train INFO: Epoch[85] Iter[390/486] Loss: 0.083, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:36 transreid.train INFO: Epoch[85] Iter[400/486] Loss: 0.081, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:40 transreid.train INFO: Epoch[85] Iter[410/486] Loss: 0.080, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:43 transreid.train INFO: Epoch[85] Iter[420/486] Loss: 0.079, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:47 transreid.train INFO: Epoch[85] Iter[430/486] Loss: 0.077, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:50 transreid.train INFO: Epoch[85] Iter[440/486] Loss: 0.076, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:53 transreid.train INFO: Epoch[85] Iter[450/486] Loss: 0.075, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:46:57 transreid.train INFO: Epoch[85] Iter[460/486] Loss: 0.074, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:47:00 transreid.train INFO: Epoch[85] Iter[470/486] Loss: 0.073, Acc: 0.998, Base Lr: 7.89e-05
2024-05-21 14:47:01 transreid.train INFO: Epoch 85 done. Time per epoch: 164.894[s] Speed: 183.2[samples/s]
2024-05-21 14:47:09 transreid.train INFO: Epoch[86] Iter[10/486] Loss: 0.117, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:12 transreid.train INFO: Epoch[86] Iter[20/486] Loss: 0.119, Acc: 0.995, Base Lr: 7.48e-05
2024-05-21 14:47:15 transreid.train INFO: Epoch[86] Iter[30/486] Loss: 0.115, Acc: 0.996, Base Lr: 7.48e-05
2024-05-21 14:47:19 transreid.train INFO: Epoch[86] Iter[40/486] Loss: 0.126, Acc: 0.995, Base Lr: 7.48e-05
2024-05-21 14:47:22 transreid.train INFO: Epoch[86] Iter[50/486] Loss: 0.124, Acc: 0.995, Base Lr: 7.48e-05
2024-05-21 14:47:26 transreid.train INFO: Epoch[86] Iter[60/486] Loss: 0.127, Acc: 0.995, Base Lr: 7.48e-05
2024-05-21 14:47:29 transreid.train INFO: Epoch[86] Iter[70/486] Loss: 0.125, Acc: 0.996, Base Lr: 7.48e-05
2024-05-21 14:47:32 transreid.train INFO: Epoch[86] Iter[80/486] Loss: 0.121, Acc: 0.996, Base Lr: 7.48e-05
2024-05-21 14:47:36 transreid.train INFO: Epoch[86] Iter[90/486] Loss: 0.119, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:39 transreid.train INFO: Epoch[86] Iter[100/486] Loss: 0.119, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:43 transreid.train INFO: Epoch[86] Iter[110/486] Loss: 0.116, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:46 transreid.train INFO: Epoch[86] Iter[120/486] Loss: 0.116, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:49 transreid.train INFO: Epoch[86] Iter[130/486] Loss: 0.115, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:53 transreid.train INFO: Epoch[86] Iter[140/486] Loss: 0.113, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:47:56 transreid.train INFO: Epoch[86] Iter[150/486] Loss: 0.112, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:00 transreid.train INFO: Epoch[86] Iter[160/486] Loss: 0.112, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:03 transreid.train INFO: Epoch[86] Iter[170/486] Loss: 0.110, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:07 transreid.train INFO: Epoch[86] Iter[180/486] Loss: 0.109, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:10 transreid.train INFO: Epoch[86] Iter[190/486] Loss: 0.109, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:13 transreid.train INFO: Epoch[86] Iter[200/486] Loss: 0.109, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:17 transreid.train INFO: Epoch[86] Iter[210/486] Loss: 0.108, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:20 transreid.train INFO: Epoch[86] Iter[220/486] Loss: 0.106, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:24 transreid.train INFO: Epoch[86] Iter[230/486] Loss: 0.105, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:27 transreid.train INFO: Epoch[86] Iter[240/486] Loss: 0.103, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:30 transreid.train INFO: Epoch[86] Iter[250/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:34 transreid.train INFO: Epoch[86] Iter[260/486] Loss: 0.100, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:37 transreid.train INFO: Epoch[86] Iter[270/486] Loss: 0.098, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:41 transreid.train INFO: Epoch[86] Iter[280/486] Loss: 0.097, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:44 transreid.train INFO: Epoch[86] Iter[290/486] Loss: 0.096, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:47 transreid.train INFO: Epoch[86] Iter[300/486] Loss: 0.094, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:51 transreid.train INFO: Epoch[86] Iter[310/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:54 transreid.train INFO: Epoch[86] Iter[320/486] Loss: 0.091, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:48:58 transreid.train INFO: Epoch[86] Iter[330/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:01 transreid.train INFO: Epoch[86] Iter[340/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:04 transreid.train INFO: Epoch[86] Iter[350/486] Loss: 0.088, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:08 transreid.train INFO: Epoch[86] Iter[360/486] Loss: 0.087, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:11 transreid.train INFO: Epoch[86] Iter[370/486] Loss: 0.085, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:15 transreid.train INFO: Epoch[86] Iter[380/486] Loss: 0.084, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:18 transreid.train INFO: Epoch[86] Iter[390/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:22 transreid.train INFO: Epoch[86] Iter[400/486] Loss: 0.081, Acc: 0.997, Base Lr: 7.48e-05
2024-05-21 14:49:25 transreid.train INFO: Epoch[86] Iter[410/486] Loss: 0.080, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:28 transreid.train INFO: Epoch[86] Iter[420/486] Loss: 0.079, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:32 transreid.train INFO: Epoch[86] Iter[430/486] Loss: 0.077, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:35 transreid.train INFO: Epoch[86] Iter[440/486] Loss: 0.076, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:39 transreid.train INFO: Epoch[86] Iter[450/486] Loss: 0.075, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:42 transreid.train INFO: Epoch[86] Iter[460/486] Loss: 0.073, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:45 transreid.train INFO: Epoch[86] Iter[470/486] Loss: 0.072, Acc: 0.998, Base Lr: 7.48e-05
2024-05-21 14:49:47 transreid.train INFO: Epoch 86 done. Time per epoch: 165.536[s] Speed: 182.9[samples/s]
2024-05-21 14:49:54 transreid.train INFO: Epoch[87] Iter[10/486] Loss: 0.120, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:49:58 transreid.train INFO: Epoch[87] Iter[20/486] Loss: 0.115, Acc: 0.998, Base Lr: 7.08e-05
2024-05-21 14:50:01 transreid.train INFO: Epoch[87] Iter[30/486] Loss: 0.132, Acc: 0.994, Base Lr: 7.08e-05
2024-05-21 14:50:04 transreid.train INFO: Epoch[87] Iter[40/486] Loss: 0.128, Acc: 0.994, Base Lr: 7.08e-05
2024-05-21 14:50:08 transreid.train INFO: Epoch[87] Iter[50/486] Loss: 0.133, Acc: 0.993, Base Lr: 7.08e-05
2024-05-21 14:50:11 transreid.train INFO: Epoch[87] Iter[60/486] Loss: 0.127, Acc: 0.994, Base Lr: 7.08e-05
2024-05-21 14:50:15 transreid.train INFO: Epoch[87] Iter[70/486] Loss: 0.123, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:18 transreid.train INFO: Epoch[87] Iter[80/486] Loss: 0.122, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:21 transreid.train INFO: Epoch[87] Iter[90/486] Loss: 0.123, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:25 transreid.train INFO: Epoch[87] Iter[100/486] Loss: 0.123, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:28 transreid.train INFO: Epoch[87] Iter[110/486] Loss: 0.121, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:32 transreid.train INFO: Epoch[87] Iter[120/486] Loss: 0.119, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:35 transreid.train INFO: Epoch[87] Iter[130/486] Loss: 0.117, Acc: 0.995, Base Lr: 7.08e-05
2024-05-21 14:50:38 transreid.train INFO: Epoch[87] Iter[140/486] Loss: 0.115, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:42 transreid.train INFO: Epoch[87] Iter[150/486] Loss: 0.116, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:45 transreid.train INFO: Epoch[87] Iter[160/486] Loss: 0.115, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:49 transreid.train INFO: Epoch[87] Iter[170/486] Loss: 0.113, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:52 transreid.train INFO: Epoch[87] Iter[180/486] Loss: 0.111, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:55 transreid.train INFO: Epoch[87] Iter[190/486] Loss: 0.109, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:50:59 transreid.train INFO: Epoch[87] Iter[200/486] Loss: 0.110, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:51:02 transreid.train INFO: Epoch[87] Iter[210/486] Loss: 0.107, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:51:06 transreid.train INFO: Epoch[87] Iter[220/486] Loss: 0.106, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:51:09 transreid.train INFO: Epoch[87] Iter[230/486] Loss: 0.104, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:51:13 transreid.train INFO: Epoch[87] Iter[240/486] Loss: 0.103, Acc: 0.996, Base Lr: 7.08e-05
2024-05-21 14:51:16 transreid.train INFO: Epoch[87] Iter[250/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:19 transreid.train INFO: Epoch[87] Iter[260/486] Loss: 0.100, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:23 transreid.train INFO: Epoch[87] Iter[270/486] Loss: 0.098, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:26 transreid.train INFO: Epoch[87] Iter[280/486] Loss: 0.096, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:30 transreid.train INFO: Epoch[87] Iter[290/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:33 transreid.train INFO: Epoch[87] Iter[300/486] Loss: 0.094, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:36 transreid.train INFO: Epoch[87] Iter[310/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:40 transreid.train INFO: Epoch[87] Iter[320/486] Loss: 0.091, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:43 transreid.train INFO: Epoch[87] Iter[330/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:47 transreid.train INFO: Epoch[87] Iter[340/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:50 transreid.train INFO: Epoch[87] Iter[350/486] Loss: 0.088, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:53 transreid.train INFO: Epoch[87] Iter[360/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:51:57 transreid.train INFO: Epoch[87] Iter[370/486] Loss: 0.085, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:00 transreid.train INFO: Epoch[87] Iter[380/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:04 transreid.train INFO: Epoch[87] Iter[390/486] Loss: 0.082, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:07 transreid.train INFO: Epoch[87] Iter[400/486] Loss: 0.081, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:11 transreid.train INFO: Epoch[87] Iter[410/486] Loss: 0.079, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:14 transreid.train INFO: Epoch[87] Iter[420/486] Loss: 0.078, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:17 transreid.train INFO: Epoch[87] Iter[430/486] Loss: 0.077, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:21 transreid.train INFO: Epoch[87] Iter[440/486] Loss: 0.075, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:24 transreid.train INFO: Epoch[87] Iter[450/486] Loss: 0.074, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:28 transreid.train INFO: Epoch[87] Iter[460/486] Loss: 0.073, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:31 transreid.train INFO: Epoch[87] Iter[470/486] Loss: 0.072, Acc: 0.997, Base Lr: 7.08e-05
2024-05-21 14:52:33 transreid.train INFO: Epoch 87 done. Time per epoch: 165.574[s] Speed: 182.8[samples/s]
2024-05-21 14:52:40 transreid.train INFO: Epoch[88] Iter[10/486] Loss: 0.139, Acc: 0.992, Base Lr: 6.68e-05
2024-05-21 14:52:43 transreid.train INFO: Epoch[88] Iter[20/486] Loss: 0.126, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:52:46 transreid.train INFO: Epoch[88] Iter[30/486] Loss: 0.119, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:52:50 transreid.train INFO: Epoch[88] Iter[40/486] Loss: 0.122, Acc: 0.995, Base Lr: 6.68e-05
2024-05-21 14:52:53 transreid.train INFO: Epoch[88] Iter[50/486] Loss: 0.122, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:52:57 transreid.train INFO: Epoch[88] Iter[60/486] Loss: 0.119, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:53:00 transreid.train INFO: Epoch[88] Iter[70/486] Loss: 0.118, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:53:03 transreid.train INFO: Epoch[88] Iter[80/486] Loss: 0.117, Acc: 0.996, Base Lr: 6.68e-05
2024-05-21 14:53:07 transreid.train INFO: Epoch[88] Iter[90/486] Loss: 0.114, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:10 transreid.train INFO: Epoch[88] Iter[100/486] Loss: 0.112, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:14 transreid.train INFO: Epoch[88] Iter[110/486] Loss: 0.111, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:17 transreid.train INFO: Epoch[88] Iter[120/486] Loss: 0.111, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:21 transreid.train INFO: Epoch[88] Iter[130/486] Loss: 0.109, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:24 transreid.train INFO: Epoch[88] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:27 transreid.train INFO: Epoch[88] Iter[150/486] Loss: 0.107, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:31 transreid.train INFO: Epoch[88] Iter[160/486] Loss: 0.106, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:34 transreid.train INFO: Epoch[88] Iter[170/486] Loss: 0.105, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:38 transreid.train INFO: Epoch[88] Iter[180/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:41 transreid.train INFO: Epoch[88] Iter[190/486] Loss: 0.103, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:45 transreid.train INFO: Epoch[88] Iter[200/486] Loss: 0.102, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:48 transreid.train INFO: Epoch[88] Iter[210/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:51 transreid.train INFO: Epoch[88] Iter[220/486] Loss: 0.098, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:55 transreid.train INFO: Epoch[88] Iter[230/486] Loss: 0.097, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:53:58 transreid.train INFO: Epoch[88] Iter[240/486] Loss: 0.096, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:02 transreid.train INFO: Epoch[88] Iter[250/486] Loss: 0.094, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:05 transreid.train INFO: Epoch[88] Iter[260/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:09 transreid.train INFO: Epoch[88] Iter[270/486] Loss: 0.092, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:12 transreid.train INFO: Epoch[88] Iter[280/486] Loss: 0.091, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:15 transreid.train INFO: Epoch[88] Iter[290/486] Loss: 0.090, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:19 transreid.train INFO: Epoch[88] Iter[300/486] Loss: 0.089, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:22 transreid.train INFO: Epoch[88] Iter[310/486] Loss: 0.088, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:26 transreid.train INFO: Epoch[88] Iter[320/486] Loss: 0.087, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:29 transreid.train INFO: Epoch[88] Iter[330/486] Loss: 0.086, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:32 transreid.train INFO: Epoch[88] Iter[340/486] Loss: 0.085, Acc: 0.997, Base Lr: 6.68e-05
2024-05-21 14:54:36 transreid.train INFO: Epoch[88] Iter[350/486] Loss: 0.084, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:39 transreid.train INFO: Epoch[88] Iter[360/486] Loss: 0.082, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:42 transreid.train INFO: Epoch[88] Iter[370/486] Loss: 0.081, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:46 transreid.train INFO: Epoch[88] Iter[380/486] Loss: 0.080, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:49 transreid.train INFO: Epoch[88] Iter[390/486] Loss: 0.079, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:53 transreid.train INFO: Epoch[88] Iter[400/486] Loss: 0.077, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:54:56 transreid.train INFO: Epoch[88] Iter[410/486] Loss: 0.076, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:00 transreid.train INFO: Epoch[88] Iter[420/486] Loss: 0.075, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:03 transreid.train INFO: Epoch[88] Iter[430/486] Loss: 0.073, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:06 transreid.train INFO: Epoch[88] Iter[440/486] Loss: 0.072, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:10 transreid.train INFO: Epoch[88] Iter[450/486] Loss: 0.071, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:13 transreid.train INFO: Epoch[88] Iter[460/486] Loss: 0.069, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:17 transreid.train INFO: Epoch[88] Iter[470/486] Loss: 0.068, Acc: 0.998, Base Lr: 6.68e-05
2024-05-21 14:55:19 transreid.train INFO: Epoch 88 done. Time per epoch: 166.084[s] Speed: 182.7[samples/s]
2024-05-21 14:55:26 transreid.train INFO: Epoch[89] Iter[10/486] Loss: 0.099, Acc: 1.000, Base Lr: 6.30e-05
2024-05-21 14:55:29 transreid.train INFO: Epoch[89] Iter[20/486] Loss: 0.120, Acc: 0.994, Base Lr: 6.30e-05
2024-05-21 14:55:32 transreid.train INFO: Epoch[89] Iter[30/486] Loss: 0.124, Acc: 0.995, Base Lr: 6.30e-05
2024-05-21 14:55:36 transreid.train INFO: Epoch[89] Iter[40/486] Loss: 0.128, Acc: 0.994, Base Lr: 6.30e-05
2024-05-21 14:55:39 transreid.train INFO: Epoch[89] Iter[50/486] Loss: 0.128, Acc: 0.995, Base Lr: 6.30e-05
2024-05-21 14:55:43 transreid.train INFO: Epoch[89] Iter[60/486] Loss: 0.126, Acc: 0.995, Base Lr: 6.30e-05
2024-05-21 14:55:46 transreid.train INFO: Epoch[89] Iter[70/486] Loss: 0.122, Acc: 0.996, Base Lr: 6.30e-05
2024-05-21 14:55:50 transreid.train INFO: Epoch[89] Iter[80/486] Loss: 0.119, Acc: 0.996, Base Lr: 6.30e-05
2024-05-21 14:55:53 transreid.train INFO: Epoch[89] Iter[90/486] Loss: 0.115, Acc: 0.996, Base Lr: 6.30e-05
2024-05-21 14:55:56 transreid.train INFO: Epoch[89] Iter[100/486] Loss: 0.113, Acc: 0.996, Base Lr: 6.30e-05
2024-05-21 14:56:00 transreid.train INFO: Epoch[89] Iter[110/486] Loss: 0.111, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:03 transreid.train INFO: Epoch[89] Iter[120/486] Loss: 0.112, Acc: 0.996, Base Lr: 6.30e-05
2024-05-21 14:56:07 transreid.train INFO: Epoch[89] Iter[130/486] Loss: 0.110, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:10 transreid.train INFO: Epoch[89] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:13 transreid.train INFO: Epoch[89] Iter[150/486] Loss: 0.108, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:17 transreid.train INFO: Epoch[89] Iter[160/486] Loss: 0.106, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:20 transreid.train INFO: Epoch[89] Iter[170/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:24 transreid.train INFO: Epoch[89] Iter[180/486] Loss: 0.103, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:27 transreid.train INFO: Epoch[89] Iter[190/486] Loss: 0.101, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:30 transreid.train INFO: Epoch[89] Iter[200/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:34 transreid.train INFO: Epoch[89] Iter[210/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:37 transreid.train INFO: Epoch[89] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:41 transreid.train INFO: Epoch[89] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:44 transreid.train INFO: Epoch[89] Iter[240/486] Loss: 0.097, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:48 transreid.train INFO: Epoch[89] Iter[250/486] Loss: 0.096, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:51 transreid.train INFO: Epoch[89] Iter[260/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:54 transreid.train INFO: Epoch[89] Iter[270/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:56:58 transreid.train INFO: Epoch[89] Iter[280/486] Loss: 0.092, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:01 transreid.train INFO: Epoch[89] Iter[290/486] Loss: 0.091, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:05 transreid.train INFO: Epoch[89] Iter[300/486] Loss: 0.089, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:08 transreid.train INFO: Epoch[89] Iter[310/486] Loss: 0.088, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:12 transreid.train INFO: Epoch[89] Iter[320/486] Loss: 0.087, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:15 transreid.train INFO: Epoch[89] Iter[330/486] Loss: 0.086, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:18 transreid.train INFO: Epoch[89] Iter[340/486] Loss: 0.084, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:22 transreid.train INFO: Epoch[89] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:25 transreid.train INFO: Epoch[89] Iter[360/486] Loss: 0.082, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:29 transreid.train INFO: Epoch[89] Iter[370/486] Loss: 0.081, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:32 transreid.train INFO: Epoch[89] Iter[380/486] Loss: 0.080, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:35 transreid.train INFO: Epoch[89] Iter[390/486] Loss: 0.078, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:39 transreid.train INFO: Epoch[89] Iter[400/486] Loss: 0.077, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:42 transreid.train INFO: Epoch[89] Iter[410/486] Loss: 0.076, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:46 transreid.train INFO: Epoch[89] Iter[420/486] Loss: 0.075, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:49 transreid.train INFO: Epoch[89] Iter[430/486] Loss: 0.074, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:53 transreid.train INFO: Epoch[89] Iter[440/486] Loss: 0.072, Acc: 0.997, Base Lr: 6.30e-05
2024-05-21 14:57:56 transreid.train INFO: Epoch[89] Iter[450/486] Loss: 0.071, Acc: 0.998, Base Lr: 6.30e-05
2024-05-21 14:57:59 transreid.train INFO: Epoch[89] Iter[460/486] Loss: 0.070, Acc: 0.998, Base Lr: 6.30e-05
2024-05-21 14:58:03 transreid.train INFO: Epoch[89] Iter[470/486] Loss: 0.069, Acc: 0.998, Base Lr: 6.30e-05
2024-05-21 14:58:05 transreid.train INFO: Epoch 89 done. Time per epoch: 166.020[s] Speed: 182.7[samples/s]
2024-05-21 14:58:12 transreid.train INFO: Epoch[90] Iter[10/486] Loss: 0.127, Acc: 0.995, Base Lr: 5.93e-05
2024-05-21 14:58:15 transreid.train INFO: Epoch[90] Iter[20/486] Loss: 0.146, Acc: 0.988, Base Lr: 5.93e-05
2024-05-21 14:58:19 transreid.train INFO: Epoch[90] Iter[30/486] Loss: 0.132, Acc: 0.991, Base Lr: 5.93e-05
2024-05-21 14:58:22 transreid.train INFO: Epoch[90] Iter[40/486] Loss: 0.134, Acc: 0.992, Base Lr: 5.93e-05
2024-05-21 14:58:25 transreid.train INFO: Epoch[90] Iter[50/486] Loss: 0.128, Acc: 0.993, Base Lr: 5.93e-05
2024-05-21 14:58:29 transreid.train INFO: Epoch[90] Iter[60/486] Loss: 0.126, Acc: 0.994, Base Lr: 5.93e-05
2024-05-21 14:58:32 transreid.train INFO: Epoch[90] Iter[70/486] Loss: 0.121, Acc: 0.995, Base Lr: 5.93e-05
2024-05-21 14:58:36 transreid.train INFO: Epoch[90] Iter[80/486] Loss: 0.118, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:39 transreid.train INFO: Epoch[90] Iter[90/486] Loss: 0.115, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:42 transreid.train INFO: Epoch[90] Iter[100/486] Loss: 0.113, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:46 transreid.train INFO: Epoch[90] Iter[110/486] Loss: 0.112, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:49 transreid.train INFO: Epoch[90] Iter[120/486] Loss: 0.112, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:53 transreid.train INFO: Epoch[90] Iter[130/486] Loss: 0.110, Acc: 0.996, Base Lr: 5.93e-05
2024-05-21 14:58:56 transreid.train INFO: Epoch[90] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:00 transreid.train INFO: Epoch[90] Iter[150/486] Loss: 0.107, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:03 transreid.train INFO: Epoch[90] Iter[160/486] Loss: 0.105, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:06 transreid.train INFO: Epoch[90] Iter[170/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:10 transreid.train INFO: Epoch[90] Iter[180/486] Loss: 0.102, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:13 transreid.train INFO: Epoch[90] Iter[190/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:17 transreid.train INFO: Epoch[90] Iter[200/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:20 transreid.train INFO: Epoch[90] Iter[210/486] Loss: 0.097, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:23 transreid.train INFO: Epoch[90] Iter[220/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:27 transreid.train INFO: Epoch[90] Iter[230/486] Loss: 0.095, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:30 transreid.train INFO: Epoch[90] Iter[240/486] Loss: 0.094, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:34 transreid.train INFO: Epoch[90] Iter[250/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:37 transreid.train INFO: Epoch[90] Iter[260/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:41 transreid.train INFO: Epoch[90] Iter[270/486] Loss: 0.090, Acc: 0.997, Base Lr: 5.93e-05
2024-05-21 14:59:44 transreid.train INFO: Epoch[90] Iter[280/486] Loss: 0.089, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:47 transreid.train INFO: Epoch[90] Iter[290/486] Loss: 0.088, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:51 transreid.train INFO: Epoch[90] Iter[300/486] Loss: 0.087, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:54 transreid.train INFO: Epoch[90] Iter[310/486] Loss: 0.086, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 14:59:58 transreid.train INFO: Epoch[90] Iter[320/486] Loss: 0.084, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:01 transreid.train INFO: Epoch[90] Iter[330/486] Loss: 0.083, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:04 transreid.train INFO: Epoch[90] Iter[340/486] Loss: 0.082, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:08 transreid.train INFO: Epoch[90] Iter[350/486] Loss: 0.081, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:11 transreid.train INFO: Epoch[90] Iter[360/486] Loss: 0.080, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:15 transreid.train INFO: Epoch[90] Iter[370/486] Loss: 0.078, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:18 transreid.train INFO: Epoch[90] Iter[380/486] Loss: 0.077, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:22 transreid.train INFO: Epoch[90] Iter[390/486] Loss: 0.076, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:25 transreid.train INFO: Epoch[90] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:28 transreid.train INFO: Epoch[90] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:32 transreid.train INFO: Epoch[90] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:35 transreid.train INFO: Epoch[90] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:39 transreid.train INFO: Epoch[90] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:42 transreid.train INFO: Epoch[90] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:46 transreid.train INFO: Epoch[90] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:49 transreid.train INFO: Epoch[90] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.93e-05
2024-05-21 15:00:51 transreid.train INFO: Epoch 90 done. Time per epoch: 166.288[s] Speed: 182.4[samples/s]
2024-05-21 15:00:58 transreid.train INFO: Epoch[91] Iter[10/486] Loss: 0.138, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:01:01 transreid.train INFO: Epoch[91] Iter[20/486] Loss: 0.127, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:01:05 transreid.train INFO: Epoch[91] Iter[30/486] Loss: 0.115, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:01:08 transreid.train INFO: Epoch[91] Iter[40/486] Loss: 0.121, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:01:12 transreid.train INFO: Epoch[91] Iter[50/486] Loss: 0.125, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:15 transreid.train INFO: Epoch[91] Iter[60/486] Loss: 0.121, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:18 transreid.train INFO: Epoch[91] Iter[70/486] Loss: 0.120, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:22 transreid.train INFO: Epoch[91] Iter[80/486] Loss: 0.116, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:25 transreid.train INFO: Epoch[91] Iter[90/486] Loss: 0.115, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:29 transreid.train INFO: Epoch[91] Iter[100/486] Loss: 0.115, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:32 transreid.train INFO: Epoch[91] Iter[110/486] Loss: 0.116, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:36 transreid.train INFO: Epoch[91] Iter[120/486] Loss: 0.113, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:39 transreid.train INFO: Epoch[91] Iter[130/486] Loss: 0.111, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:42 transreid.train INFO: Epoch[91] Iter[140/486] Loss: 0.109, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:46 transreid.train INFO: Epoch[91] Iter[150/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:49 transreid.train INFO: Epoch[91] Iter[160/486] Loss: 0.107, Acc: 0.996, Base Lr: 5.56e-05
2024-05-21 15:01:53 transreid.train INFO: Epoch[91] Iter[170/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:01:56 transreid.train INFO: Epoch[91] Iter[180/486] Loss: 0.105, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:01:59 transreid.train INFO: Epoch[91] Iter[190/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:03 transreid.train INFO: Epoch[91] Iter[200/486] Loss: 0.102, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:06 transreid.train INFO: Epoch[91] Iter[210/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:10 transreid.train INFO: Epoch[91] Iter[220/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:13 transreid.train INFO: Epoch[91] Iter[230/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:16 transreid.train INFO: Epoch[91] Iter[240/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:20 transreid.train INFO: Epoch[91] Iter[250/486] Loss: 0.095, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:23 transreid.train INFO: Epoch[91] Iter[260/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:27 transreid.train INFO: Epoch[91] Iter[270/486] Loss: 0.092, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:30 transreid.train INFO: Epoch[91] Iter[280/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:33 transreid.train INFO: Epoch[91] Iter[290/486] Loss: 0.089, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:37 transreid.train INFO: Epoch[91] Iter[300/486] Loss: 0.088, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:40 transreid.train INFO: Epoch[91] Iter[310/486] Loss: 0.086, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:44 transreid.train INFO: Epoch[91] Iter[320/486] Loss: 0.085, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:47 transreid.train INFO: Epoch[91] Iter[330/486] Loss: 0.084, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:51 transreid.train INFO: Epoch[91] Iter[340/486] Loss: 0.083, Acc: 0.997, Base Lr: 5.56e-05
2024-05-21 15:02:54 transreid.train INFO: Epoch[91] Iter[350/486] Loss: 0.082, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:02:57 transreid.train INFO: Epoch[91] Iter[360/486] Loss: 0.080, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:01 transreid.train INFO: Epoch[91] Iter[370/486] Loss: 0.079, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:04 transreid.train INFO: Epoch[91] Iter[380/486] Loss: 0.078, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:08 transreid.train INFO: Epoch[91] Iter[390/486] Loss: 0.076, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:11 transreid.train INFO: Epoch[91] Iter[400/486] Loss: 0.075, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:15 transreid.train INFO: Epoch[91] Iter[410/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:18 transreid.train INFO: Epoch[91] Iter[420/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:22 transreid.train INFO: Epoch[91] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:25 transreid.train INFO: Epoch[91] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:28 transreid.train INFO: Epoch[91] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:32 transreid.train INFO: Epoch[91] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:35 transreid.train INFO: Epoch[91] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.56e-05
2024-05-21 15:03:37 transreid.train INFO: Epoch 91 done. Time per epoch: 165.742[s] Speed: 182.6[samples/s]
2024-05-21 15:03:44 transreid.train INFO: Epoch[92] Iter[10/486] Loss: 0.126, Acc: 0.995, Base Lr: 5.21e-05
2024-05-21 15:03:47 transreid.train INFO: Epoch[92] Iter[20/486] Loss: 0.112, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:03:51 transreid.train INFO: Epoch[92] Iter[30/486] Loss: 0.112, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:03:54 transreid.train INFO: Epoch[92] Iter[40/486] Loss: 0.109, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:03:57 transreid.train INFO: Epoch[92] Iter[50/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:01 transreid.train INFO: Epoch[92] Iter[60/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.21e-05
2024-05-21 15:04:04 transreid.train INFO: Epoch[92] Iter[70/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:08 transreid.train INFO: Epoch[92] Iter[80/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.21e-05
2024-05-21 15:04:11 transreid.train INFO: Epoch[92] Iter[90/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:14 transreid.train INFO: Epoch[92] Iter[100/486] Loss: 0.107, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:18 transreid.train INFO: Epoch[92] Iter[110/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:21 transreid.train INFO: Epoch[92] Iter[120/486] Loss: 0.107, Acc: 0.996, Base Lr: 5.21e-05
2024-05-21 15:04:25 transreid.train INFO: Epoch[92] Iter[130/486] Loss: 0.104, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:28 transreid.train INFO: Epoch[92] Iter[140/486] Loss: 0.105, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:31 transreid.train INFO: Epoch[92] Iter[150/486] Loss: 0.104, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:35 transreid.train INFO: Epoch[92] Iter[160/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:38 transreid.train INFO: Epoch[92] Iter[170/486] Loss: 0.102, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:42 transreid.train INFO: Epoch[92] Iter[180/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:45 transreid.train INFO: Epoch[92] Iter[190/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:48 transreid.train INFO: Epoch[92] Iter[200/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:52 transreid.train INFO: Epoch[92] Iter[210/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:55 transreid.train INFO: Epoch[92] Iter[220/486] Loss: 0.097, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:04:59 transreid.train INFO: Epoch[92] Iter[230/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:02 transreid.train INFO: Epoch[92] Iter[240/486] Loss: 0.095, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:05 transreid.train INFO: Epoch[92] Iter[250/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:09 transreid.train INFO: Epoch[92] Iter[260/486] Loss: 0.092, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:12 transreid.train INFO: Epoch[92] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:16 transreid.train INFO: Epoch[92] Iter[280/486] Loss: 0.089, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:19 transreid.train INFO: Epoch[92] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:22 transreid.train INFO: Epoch[92] Iter[300/486] Loss: 0.087, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:26 transreid.train INFO: Epoch[92] Iter[310/486] Loss: 0.085, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:29 transreid.train INFO: Epoch[92] Iter[320/486] Loss: 0.084, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:33 transreid.train INFO: Epoch[92] Iter[330/486] Loss: 0.083, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:36 transreid.train INFO: Epoch[92] Iter[340/486] Loss: 0.082, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:40 transreid.train INFO: Epoch[92] Iter[350/486] Loss: 0.080, Acc: 0.997, Base Lr: 5.21e-05
2024-05-21 15:05:43 transreid.train INFO: Epoch[92] Iter[360/486] Loss: 0.079, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:46 transreid.train INFO: Epoch[92] Iter[370/486] Loss: 0.078, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:50 transreid.train INFO: Epoch[92] Iter[380/486] Loss: 0.076, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:53 transreid.train INFO: Epoch[92] Iter[390/486] Loss: 0.075, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:05:57 transreid.train INFO: Epoch[92] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:00 transreid.train INFO: Epoch[92] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:03 transreid.train INFO: Epoch[92] Iter[420/486] Loss: 0.071, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:07 transreid.train INFO: Epoch[92] Iter[430/486] Loss: 0.070, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:10 transreid.train INFO: Epoch[92] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:14 transreid.train INFO: Epoch[92] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:17 transreid.train INFO: Epoch[92] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:20 transreid.train INFO: Epoch[92] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 5.21e-05
2024-05-21 15:06:23 transreid.train INFO: Epoch 92 done. Time per epoch: 166.318[s] Speed: 183.2[samples/s]
2024-05-21 15:06:30 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.137, Acc: 0.995, Base Lr: 4.86e-05
2024-05-21 15:06:34 transreid.train INFO: Epoch[93] Iter[20/486] Loss: 0.123, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:37 transreid.train INFO: Epoch[93] Iter[30/486] Loss: 0.115, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:41 transreid.train INFO: Epoch[93] Iter[40/486] Loss: 0.111, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:44 transreid.train INFO: Epoch[93] Iter[50/486] Loss: 0.110, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:47 transreid.train INFO: Epoch[93] Iter[60/486] Loss: 0.111, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:51 transreid.train INFO: Epoch[93] Iter[70/486] Loss: 0.111, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:54 transreid.train INFO: Epoch[93] Iter[80/486] Loss: 0.110, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:06:58 transreid.train INFO: Epoch[93] Iter[90/486] Loss: 0.108, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:07:01 transreid.train INFO: Epoch[93] Iter[100/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:04 transreid.train INFO: Epoch[93] Iter[110/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:08 transreid.train INFO: Epoch[93] Iter[120/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:11 transreid.train INFO: Epoch[93] Iter[130/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:15 transreid.train INFO: Epoch[93] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:18 transreid.train INFO: Epoch[93] Iter[150/486] Loss: 0.107, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:22 transreid.train INFO: Epoch[93] Iter[160/486] Loss: 0.104, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:25 transreid.train INFO: Epoch[93] Iter[170/486] Loss: 0.103, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:28 transreid.train INFO: Epoch[93] Iter[180/486] Loss: 0.102, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:32 transreid.train INFO: Epoch[93] Iter[190/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:35 transreid.train INFO: Epoch[93] Iter[200/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:39 transreid.train INFO: Epoch[93] Iter[210/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:42 transreid.train INFO: Epoch[93] Iter[220/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:45 transreid.train INFO: Epoch[93] Iter[230/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:49 transreid.train INFO: Epoch[93] Iter[240/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:52 transreid.train INFO: Epoch[93] Iter[250/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:56 transreid.train INFO: Epoch[93] Iter[260/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:07:59 transreid.train INFO: Epoch[93] Iter[270/486] Loss: 0.089, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:08:03 transreid.train INFO: Epoch[93] Iter[280/486] Loss: 0.088, Acc: 0.997, Base Lr: 4.86e-05
2024-05-21 15:08:06 transreid.train INFO: Epoch[93] Iter[290/486] Loss: 0.086, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:09 transreid.train INFO: Epoch[93] Iter[300/486] Loss: 0.085, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:13 transreid.train INFO: Epoch[93] Iter[310/486] Loss: 0.084, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:16 transreid.train INFO: Epoch[93] Iter[320/486] Loss: 0.083, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:20 transreid.train INFO: Epoch[93] Iter[330/486] Loss: 0.082, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:23 transreid.train INFO: Epoch[93] Iter[340/486] Loss: 0.080, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:26 transreid.train INFO: Epoch[93] Iter[350/486] Loss: 0.079, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:30 transreid.train INFO: Epoch[93] Iter[360/486] Loss: 0.078, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:33 transreid.train INFO: Epoch[93] Iter[370/486] Loss: 0.077, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:37 transreid.train INFO: Epoch[93] Iter[380/486] Loss: 0.076, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:40 transreid.train INFO: Epoch[93] Iter[390/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:43 transreid.train INFO: Epoch[93] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:47 transreid.train INFO: Epoch[93] Iter[410/486] Loss: 0.072, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:50 transreid.train INFO: Epoch[93] Iter[420/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:54 transreid.train INFO: Epoch[93] Iter[430/486] Loss: 0.070, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:08:57 transreid.train INFO: Epoch[93] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:09:00 transreid.train INFO: Epoch[93] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:09:04 transreid.train INFO: Epoch[93] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:09:07 transreid.train INFO: Epoch[93] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 4.86e-05
2024-05-21 15:09:09 transreid.train INFO: Epoch 93 done. Time per epoch: 166.364[s] Speed: 182.7[samples/s]
2024-05-21 15:09:16 transreid.train INFO: Epoch[94] Iter[10/486] Loss: 0.152, Acc: 0.984, Base Lr: 4.53e-05
2024-05-21 15:09:20 transreid.train INFO: Epoch[94] Iter[20/486] Loss: 0.120, Acc: 0.992, Base Lr: 4.53e-05
2024-05-21 15:09:23 transreid.train INFO: Epoch[94] Iter[30/486] Loss: 0.117, Acc: 0.995, Base Lr: 4.53e-05
2024-05-21 15:09:27 transreid.train INFO: Epoch[94] Iter[40/486] Loss: 0.116, Acc: 0.996, Base Lr: 4.53e-05
2024-05-21 15:09:30 transreid.train INFO: Epoch[94] Iter[50/486] Loss: 0.120, Acc: 0.995, Base Lr: 4.53e-05
2024-05-21 15:09:33 transreid.train INFO: Epoch[94] Iter[60/486] Loss: 0.118, Acc: 0.995, Base Lr: 4.53e-05
2024-05-21 15:09:37 transreid.train INFO: Epoch[94] Iter[70/486] Loss: 0.117, Acc: 0.996, Base Lr: 4.53e-05
2024-05-21 15:09:40 transreid.train INFO: Epoch[94] Iter[80/486] Loss: 0.116, Acc: 0.996, Base Lr: 4.53e-05
2024-05-21 15:09:43 transreid.train INFO: Epoch[94] Iter[90/486] Loss: 0.116, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:09:47 transreid.train INFO: Epoch[94] Iter[100/486] Loss: 0.113, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:09:50 transreid.train INFO: Epoch[94] Iter[110/486] Loss: 0.112, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:09:54 transreid.train INFO: Epoch[94] Iter[120/486] Loss: 0.111, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:09:57 transreid.train INFO: Epoch[94] Iter[130/486] Loss: 0.108, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:00 transreid.train INFO: Epoch[94] Iter[140/486] Loss: 0.106, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:04 transreid.train INFO: Epoch[94] Iter[150/486] Loss: 0.106, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:07 transreid.train INFO: Epoch[94] Iter[160/486] Loss: 0.105, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:11 transreid.train INFO: Epoch[94] Iter[170/486] Loss: 0.104, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:14 transreid.train INFO: Epoch[94] Iter[180/486] Loss: 0.102, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:17 transreid.train INFO: Epoch[94] Iter[190/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:21 transreid.train INFO: Epoch[94] Iter[200/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:24 transreid.train INFO: Epoch[94] Iter[210/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:28 transreid.train INFO: Epoch[94] Iter[220/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:31 transreid.train INFO: Epoch[94] Iter[230/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:34 transreid.train INFO: Epoch[94] Iter[240/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:38 transreid.train INFO: Epoch[94] Iter[250/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:41 transreid.train INFO: Epoch[94] Iter[260/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:44 transreid.train INFO: Epoch[94] Iter[270/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:48 transreid.train INFO: Epoch[94] Iter[280/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:51 transreid.train INFO: Epoch[94] Iter[290/486] Loss: 0.089, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:55 transreid.train INFO: Epoch[94] Iter[300/486] Loss: 0.088, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:10:58 transreid.train INFO: Epoch[94] Iter[310/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:01 transreid.train INFO: Epoch[94] Iter[320/486] Loss: 0.086, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:05 transreid.train INFO: Epoch[94] Iter[330/486] Loss: 0.084, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:08 transreid.train INFO: Epoch[94] Iter[340/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:12 transreid.train INFO: Epoch[94] Iter[350/486] Loss: 0.082, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:15 transreid.train INFO: Epoch[94] Iter[360/486] Loss: 0.081, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:18 transreid.train INFO: Epoch[94] Iter[370/486] Loss: 0.079, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:22 transreid.train INFO: Epoch[94] Iter[380/486] Loss: 0.078, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:25 transreid.train INFO: Epoch[94] Iter[390/486] Loss: 0.076, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:28 transreid.train INFO: Epoch[94] Iter[400/486] Loss: 0.075, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:32 transreid.train INFO: Epoch[94] Iter[410/486] Loss: 0.074, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:35 transreid.train INFO: Epoch[94] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 4.53e-05
2024-05-21 15:11:39 transreid.train INFO: Epoch[94] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:42 transreid.train INFO: Epoch[94] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 4.53e-05
2024-05-21 15:11:45 transreid.train INFO: Epoch[94] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.53e-05
2024-05-21 15:11:49 transreid.train INFO: Epoch[94] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 4.53e-05
2024-05-21 15:11:52 transreid.train INFO: Epoch[94] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 4.53e-05
2024-05-21 15:11:54 transreid.train INFO: Epoch 94 done. Time per epoch: 164.724[s] Speed: 184.2[samples/s]
2024-05-21 15:12:01 transreid.train INFO: Epoch[95] Iter[10/486] Loss: 0.119, Acc: 1.000, Base Lr: 4.20e-05
2024-05-21 15:12:05 transreid.train INFO: Epoch[95] Iter[20/486] Loss: 0.120, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:08 transreid.train INFO: Epoch[95] Iter[30/486] Loss: 0.118, Acc: 0.996, Base Lr: 4.20e-05
2024-05-21 15:12:11 transreid.train INFO: Epoch[95] Iter[40/486] Loss: 0.114, Acc: 0.996, Base Lr: 4.20e-05
2024-05-21 15:12:15 transreid.train INFO: Epoch[95] Iter[50/486] Loss: 0.121, Acc: 0.996, Base Lr: 4.20e-05
2024-05-21 15:12:18 transreid.train INFO: Epoch[95] Iter[60/486] Loss: 0.118, Acc: 0.996, Base Lr: 4.20e-05
2024-05-21 15:12:22 transreid.train INFO: Epoch[95] Iter[70/486] Loss: 0.115, Acc: 0.997, Base Lr: 4.20e-05
2024-05-21 15:12:25 transreid.train INFO: Epoch[95] Iter[80/486] Loss: 0.114, Acc: 0.997, Base Lr: 4.20e-05
2024-05-21 15:12:28 transreid.train INFO: Epoch[95] Iter[90/486] Loss: 0.113, Acc: 0.997, Base Lr: 4.20e-05
2024-05-21 15:12:32 transreid.train INFO: Epoch[95] Iter[100/486] Loss: 0.111, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:35 transreid.train INFO: Epoch[95] Iter[110/486] Loss: 0.110, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:38 transreid.train INFO: Epoch[95] Iter[120/486] Loss: 0.108, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:42 transreid.train INFO: Epoch[95] Iter[130/486] Loss: 0.106, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:45 transreid.train INFO: Epoch[95] Iter[140/486] Loss: 0.104, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:49 transreid.train INFO: Epoch[95] Iter[150/486] Loss: 0.102, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:52 transreid.train INFO: Epoch[95] Iter[160/486] Loss: 0.103, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:55 transreid.train INFO: Epoch[95] Iter[170/486] Loss: 0.102, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:12:59 transreid.train INFO: Epoch[95] Iter[180/486] Loss: 0.100, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:02 transreid.train INFO: Epoch[95] Iter[190/486] Loss: 0.099, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:06 transreid.train INFO: Epoch[95] Iter[200/486] Loss: 0.098, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:09 transreid.train INFO: Epoch[95] Iter[210/486] Loss: 0.096, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:12 transreid.train INFO: Epoch[95] Iter[220/486] Loss: 0.095, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:16 transreid.train INFO: Epoch[95] Iter[230/486] Loss: 0.093, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:19 transreid.train INFO: Epoch[95] Iter[240/486] Loss: 0.091, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:23 transreid.train INFO: Epoch[95] Iter[250/486] Loss: 0.090, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:26 transreid.train INFO: Epoch[95] Iter[260/486] Loss: 0.089, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:29 transreid.train INFO: Epoch[95] Iter[270/486] Loss: 0.087, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:33 transreid.train INFO: Epoch[95] Iter[280/486] Loss: 0.086, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:36 transreid.train INFO: Epoch[95] Iter[290/486] Loss: 0.085, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:40 transreid.train INFO: Epoch[95] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:43 transreid.train INFO: Epoch[95] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:46 transreid.train INFO: Epoch[95] Iter[320/486] Loss: 0.081, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:50 transreid.train INFO: Epoch[95] Iter[330/486] Loss: 0.080, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:53 transreid.train INFO: Epoch[95] Iter[340/486] Loss: 0.079, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:13:56 transreid.train INFO: Epoch[95] Iter[350/486] Loss: 0.078, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:00 transreid.train INFO: Epoch[95] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:03 transreid.train INFO: Epoch[95] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:07 transreid.train INFO: Epoch[95] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:10 transreid.train INFO: Epoch[95] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:13 transreid.train INFO: Epoch[95] Iter[400/486] Loss: 0.072, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:17 transreid.train INFO: Epoch[95] Iter[410/486] Loss: 0.070, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:20 transreid.train INFO: Epoch[95] Iter[420/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:24 transreid.train INFO: Epoch[95] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:27 transreid.train INFO: Epoch[95] Iter[440/486] Loss: 0.067, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:30 transreid.train INFO: Epoch[95] Iter[450/486] Loss: 0.066, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:34 transreid.train INFO: Epoch[95] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:37 transreid.train INFO: Epoch[95] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 4.20e-05
2024-05-21 15:14:39 transreid.train INFO: Epoch 95 done. Time per epoch: 164.767[s] Speed: 184.1[samples/s]
2024-05-21 15:14:46 transreid.train INFO: Epoch[96] Iter[10/486] Loss: 0.136, Acc: 0.994, Base Lr: 3.89e-05
2024-05-21 15:14:49 transreid.train INFO: Epoch[96] Iter[20/486] Loss: 0.136, Acc: 0.996, Base Lr: 3.89e-05
2024-05-21 15:14:53 transreid.train INFO: Epoch[96] Iter[30/486] Loss: 0.129, Acc: 0.995, Base Lr: 3.89e-05
2024-05-21 15:14:56 transreid.train INFO: Epoch[96] Iter[40/486] Loss: 0.124, Acc: 0.995, Base Lr: 3.89e-05
2024-05-21 15:14:59 transreid.train INFO: Epoch[96] Iter[50/486] Loss: 0.119, Acc: 0.996, Base Lr: 3.89e-05
2024-05-21 15:15:03 transreid.train INFO: Epoch[96] Iter[60/486] Loss: 0.114, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:06 transreid.train INFO: Epoch[96] Iter[70/486] Loss: 0.110, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:10 transreid.train INFO: Epoch[96] Iter[80/486] Loss: 0.108, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:13 transreid.train INFO: Epoch[96] Iter[90/486] Loss: 0.111, Acc: 0.996, Base Lr: 3.89e-05
2024-05-21 15:15:16 transreid.train INFO: Epoch[96] Iter[100/486] Loss: 0.109, Acc: 0.996, Base Lr: 3.89e-05
2024-05-21 15:15:20 transreid.train INFO: Epoch[96] Iter[110/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.89e-05
2024-05-21 15:15:23 transreid.train INFO: Epoch[96] Iter[120/486] Loss: 0.106, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:27 transreid.train INFO: Epoch[96] Iter[130/486] Loss: 0.104, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:30 transreid.train INFO: Epoch[96] Iter[140/486] Loss: 0.102, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:33 transreid.train INFO: Epoch[96] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:37 transreid.train INFO: Epoch[96] Iter[160/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:40 transreid.train INFO: Epoch[96] Iter[170/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:44 transreid.train INFO: Epoch[96] Iter[180/486] Loss: 0.096, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:15:47 transreid.train INFO: Epoch[96] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:50 transreid.train INFO: Epoch[96] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:54 transreid.train INFO: Epoch[96] Iter[210/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:15:57 transreid.train INFO: Epoch[96] Iter[220/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:01 transreid.train INFO: Epoch[96] Iter[230/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:04 transreid.train INFO: Epoch[96] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:07 transreid.train INFO: Epoch[96] Iter[250/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:11 transreid.train INFO: Epoch[96] Iter[260/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:14 transreid.train INFO: Epoch[96] Iter[270/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:18 transreid.train INFO: Epoch[96] Iter[280/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:21 transreid.train INFO: Epoch[96] Iter[290/486] Loss: 0.084, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:24 transreid.train INFO: Epoch[96] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:28 transreid.train INFO: Epoch[96] Iter[310/486] Loss: 0.082, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:31 transreid.train INFO: Epoch[96] Iter[320/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:35 transreid.train INFO: Epoch[96] Iter[330/486] Loss: 0.080, Acc: 0.997, Base Lr: 3.89e-05
2024-05-21 15:16:38 transreid.train INFO: Epoch[96] Iter[340/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:41 transreid.train INFO: Epoch[96] Iter[350/486] Loss: 0.078, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:45 transreid.train INFO: Epoch[96] Iter[360/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:48 transreid.train INFO: Epoch[96] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:51 transreid.train INFO: Epoch[96] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:55 transreid.train INFO: Epoch[96] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:16:58 transreid.train INFO: Epoch[96] Iter[400/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:02 transreid.train INFO: Epoch[96] Iter[410/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:05 transreid.train INFO: Epoch[96] Iter[420/486] Loss: 0.069, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:08 transreid.train INFO: Epoch[96] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:12 transreid.train INFO: Epoch[96] Iter[440/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:15 transreid.train INFO: Epoch[96] Iter[450/486] Loss: 0.066, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:19 transreid.train INFO: Epoch[96] Iter[460/486] Loss: 0.065, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:22 transreid.train INFO: Epoch[96] Iter[470/486] Loss: 0.064, Acc: 0.998, Base Lr: 3.89e-05
2024-05-21 15:17:24 transreid.train INFO: Epoch 96 done. Time per epoch: 165.011[s] Speed: 183.8[samples/s]
2024-05-21 15:17:31 transreid.train INFO: Epoch[97] Iter[10/486] Loss: 0.119, Acc: 0.992, Base Lr: 3.59e-05
2024-05-21 15:17:34 transreid.train INFO: Epoch[97] Iter[20/486] Loss: 0.123, Acc: 0.995, Base Lr: 3.59e-05
2024-05-21 15:17:38 transreid.train INFO: Epoch[97] Iter[30/486] Loss: 0.125, Acc: 0.995, Base Lr: 3.59e-05
2024-05-21 15:17:41 transreid.train INFO: Epoch[97] Iter[40/486] Loss: 0.124, Acc: 0.995, Base Lr: 3.59e-05
2024-05-21 15:17:45 transreid.train INFO: Epoch[97] Iter[50/486] Loss: 0.121, Acc: 0.995, Base Lr: 3.59e-05
2024-05-21 15:17:48 transreid.train INFO: Epoch[97] Iter[60/486] Loss: 0.118, Acc: 0.996, Base Lr: 3.59e-05
2024-05-21 15:17:51 transreid.train INFO: Epoch[97] Iter[70/486] Loss: 0.119, Acc: 0.996, Base Lr: 3.59e-05
2024-05-21 15:17:55 transreid.train INFO: Epoch[97] Iter[80/486] Loss: 0.116, Acc: 0.996, Base Lr: 3.59e-05
2024-05-21 15:17:58 transreid.train INFO: Epoch[97] Iter[90/486] Loss: 0.114, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:02 transreid.train INFO: Epoch[97] Iter[100/486] Loss: 0.111, Acc: 0.996, Base Lr: 3.59e-05
2024-05-21 15:18:05 transreid.train INFO: Epoch[97] Iter[110/486] Loss: 0.109, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:08 transreid.train INFO: Epoch[97] Iter[120/486] Loss: 0.107, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:12 transreid.train INFO: Epoch[97] Iter[130/486] Loss: 0.106, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:15 transreid.train INFO: Epoch[97] Iter[140/486] Loss: 0.104, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:19 transreid.train INFO: Epoch[97] Iter[150/486] Loss: 0.103, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:22 transreid.train INFO: Epoch[97] Iter[160/486] Loss: 0.101, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:25 transreid.train INFO: Epoch[97] Iter[170/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:29 transreid.train INFO: Epoch[97] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:32 transreid.train INFO: Epoch[97] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:36 transreid.train INFO: Epoch[97] Iter[200/486] Loss: 0.095, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:18:39 transreid.train INFO: Epoch[97] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:42 transreid.train INFO: Epoch[97] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:46 transreid.train INFO: Epoch[97] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:49 transreid.train INFO: Epoch[97] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:53 transreid.train INFO: Epoch[97] Iter[250/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:56 transreid.train INFO: Epoch[97] Iter[260/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:18:59 transreid.train INFO: Epoch[97] Iter[270/486] Loss: 0.087, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:03 transreid.train INFO: Epoch[97] Iter[280/486] Loss: 0.086, Acc: 0.997, Base Lr: 3.59e-05
2024-05-21 15:19:06 transreid.train INFO: Epoch[97] Iter[290/486] Loss: 0.084, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:10 transreid.train INFO: Epoch[97] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:13 transreid.train INFO: Epoch[97] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:16 transreid.train INFO: Epoch[97] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:20 transreid.train INFO: Epoch[97] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:23 transreid.train INFO: Epoch[97] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:27 transreid.train INFO: Epoch[97] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:30 transreid.train INFO: Epoch[97] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:33 transreid.train INFO: Epoch[97] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:37 transreid.train INFO: Epoch[97] Iter[380/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:40 transreid.train INFO: Epoch[97] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:44 transreid.train INFO: Epoch[97] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:47 transreid.train INFO: Epoch[97] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:50 transreid.train INFO: Epoch[97] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:54 transreid.train INFO: Epoch[97] Iter[430/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:19:57 transreid.train INFO: Epoch[97] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:20:01 transreid.train INFO: Epoch[97] Iter[450/486] Loss: 0.065, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:20:04 transreid.train INFO: Epoch[97] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:20:07 transreid.train INFO: Epoch[97] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 3.59e-05
2024-05-21 15:20:09 transreid.train INFO: Epoch 97 done. Time per epoch: 164.785[s] Speed: 183.3[samples/s]
2024-05-21 15:20:16 transreid.train INFO: Epoch[98] Iter[10/486] Loss: 0.144, Acc: 0.986, Base Lr: 3.30e-05
2024-05-21 15:20:19 transreid.train INFO: Epoch[98] Iter[20/486] Loss: 0.120, Acc: 0.992, Base Lr: 3.30e-05
2024-05-21 15:20:23 transreid.train INFO: Epoch[98] Iter[30/486] Loss: 0.117, Acc: 0.994, Base Lr: 3.30e-05
2024-05-21 15:20:26 transreid.train INFO: Epoch[98] Iter[40/486] Loss: 0.122, Acc: 0.994, Base Lr: 3.30e-05
2024-05-21 15:20:29 transreid.train INFO: Epoch[98] Iter[50/486] Loss: 0.118, Acc: 0.994, Base Lr: 3.30e-05
2024-05-21 15:20:33 transreid.train INFO: Epoch[98] Iter[60/486] Loss: 0.116, Acc: 0.994, Base Lr: 3.30e-05
2024-05-21 15:20:36 transreid.train INFO: Epoch[98] Iter[70/486] Loss: 0.112, Acc: 0.995, Base Lr: 3.30e-05
2024-05-21 15:20:40 transreid.train INFO: Epoch[98] Iter[80/486] Loss: 0.110, Acc: 0.995, Base Lr: 3.30e-05
2024-05-21 15:20:43 transreid.train INFO: Epoch[98] Iter[90/486] Loss: 0.108, Acc: 0.995, Base Lr: 3.30e-05
2024-05-21 15:20:46 transreid.train INFO: Epoch[98] Iter[100/486] Loss: 0.105, Acc: 0.996, Base Lr: 3.30e-05
2024-05-21 15:20:50 transreid.train INFO: Epoch[98] Iter[110/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.30e-05
2024-05-21 15:20:53 transreid.train INFO: Epoch[98] Iter[120/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.30e-05
2024-05-21 15:20:57 transreid.train INFO: Epoch[98] Iter[130/486] Loss: 0.101, Acc: 0.996, Base Lr: 3.30e-05
2024-05-21 15:21:00 transreid.train INFO: Epoch[98] Iter[140/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:03 transreid.train INFO: Epoch[98] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:07 transreid.train INFO: Epoch[98] Iter[160/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:10 transreid.train INFO: Epoch[98] Iter[170/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:14 transreid.train INFO: Epoch[98] Iter[180/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:17 transreid.train INFO: Epoch[98] Iter[190/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:20 transreid.train INFO: Epoch[98] Iter[200/486] Loss: 0.094, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:24 transreid.train INFO: Epoch[98] Iter[210/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:27 transreid.train INFO: Epoch[98] Iter[220/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:31 transreid.train INFO: Epoch[98] Iter[230/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:34 transreid.train INFO: Epoch[98] Iter[240/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:37 transreid.train INFO: Epoch[98] Iter[250/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:41 transreid.train INFO: Epoch[98] Iter[260/486] Loss: 0.086, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:44 transreid.train INFO: Epoch[98] Iter[270/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:21:48 transreid.train INFO: Epoch[98] Iter[280/486] Loss: 0.084, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:21:51 transreid.train INFO: Epoch[98] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:21:54 transreid.train INFO: Epoch[98] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:21:58 transreid.train INFO: Epoch[98] Iter[310/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.30e-05
2024-05-21 15:22:01 transreid.train INFO: Epoch[98] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:05 transreid.train INFO: Epoch[98] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:08 transreid.train INFO: Epoch[98] Iter[340/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:11 transreid.train INFO: Epoch[98] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:15 transreid.train INFO: Epoch[98] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:18 transreid.train INFO: Epoch[98] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:22 transreid.train INFO: Epoch[98] Iter[380/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:25 transreid.train INFO: Epoch[98] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:28 transreid.train INFO: Epoch[98] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:32 transreid.train INFO: Epoch[98] Iter[410/486] Loss: 0.070, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:35 transreid.train INFO: Epoch[98] Iter[420/486] Loss: 0.069, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:39 transreid.train INFO: Epoch[98] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:42 transreid.train INFO: Epoch[98] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:45 transreid.train INFO: Epoch[98] Iter[450/486] Loss: 0.065, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:49 transreid.train INFO: Epoch[98] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:52 transreid.train INFO: Epoch[98] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 3.30e-05
2024-05-21 15:22:53 transreid.train INFO: Epoch 98 done. Time per epoch: 164.170[s] Speed: 183.2[samples/s]
2024-05-21 15:23:00 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.095, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:23:03 transreid.train INFO: Epoch[99] Iter[20/486] Loss: 0.102, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:23:07 transreid.train INFO: Epoch[99] Iter[30/486] Loss: 0.102, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:23:10 transreid.train INFO: Epoch[99] Iter[40/486] Loss: 0.099, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:23:14 transreid.train INFO: Epoch[99] Iter[50/486] Loss: 0.100, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:23:17 transreid.train INFO: Epoch[99] Iter[60/486] Loss: 0.101, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:21 transreid.train INFO: Epoch[99] Iter[70/486] Loss: 0.106, Acc: 0.996, Base Lr: 3.02e-05
2024-05-21 15:23:24 transreid.train INFO: Epoch[99] Iter[80/486] Loss: 0.105, Acc: 0.995, Base Lr: 3.02e-05
2024-05-21 15:23:27 transreid.train INFO: Epoch[99] Iter[90/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.02e-05
2024-05-21 15:23:31 transreid.train INFO: Epoch[99] Iter[100/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.02e-05
2024-05-21 15:23:34 transreid.train INFO: Epoch[99] Iter[110/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.02e-05
2024-05-21 15:23:38 transreid.train INFO: Epoch[99] Iter[120/486] Loss: 0.101, Acc: 0.996, Base Lr: 3.02e-05
2024-05-21 15:23:41 transreid.train INFO: Epoch[99] Iter[130/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:44 transreid.train INFO: Epoch[99] Iter[140/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:48 transreid.train INFO: Epoch[99] Iter[150/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:51 transreid.train INFO: Epoch[99] Iter[160/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:55 transreid.train INFO: Epoch[99] Iter[170/486] Loss: 0.094, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:23:58 transreid.train INFO: Epoch[99] Iter[180/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:02 transreid.train INFO: Epoch[99] Iter[190/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:05 transreid.train INFO: Epoch[99] Iter[200/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:08 transreid.train INFO: Epoch[99] Iter[210/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:12 transreid.train INFO: Epoch[99] Iter[220/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:15 transreid.train INFO: Epoch[99] Iter[230/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:19 transreid.train INFO: Epoch[99] Iter[240/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:22 transreid.train INFO: Epoch[99] Iter[250/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:25 transreid.train INFO: Epoch[99] Iter[260/486] Loss: 0.086, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:29 transreid.train INFO: Epoch[99] Iter[270/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:32 transreid.train INFO: Epoch[99] Iter[280/486] Loss: 0.084, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:36 transreid.train INFO: Epoch[99] Iter[290/486] Loss: 0.083, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:24:39 transreid.train INFO: Epoch[99] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:42 transreid.train INFO: Epoch[99] Iter[310/486] Loss: 0.081, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:46 transreid.train INFO: Epoch[99] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:49 transreid.train INFO: Epoch[99] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:53 transreid.train INFO: Epoch[99] Iter[340/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:56 transreid.train INFO: Epoch[99] Iter[350/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:24:59 transreid.train INFO: Epoch[99] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:03 transreid.train INFO: Epoch[99] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:06 transreid.train INFO: Epoch[99] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:10 transreid.train INFO: Epoch[99] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:13 transreid.train INFO: Epoch[99] Iter[400/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:16 transreid.train INFO: Epoch[99] Iter[410/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:20 transreid.train INFO: Epoch[99] Iter[420/486] Loss: 0.070, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:23 transreid.train INFO: Epoch[99] Iter[430/486] Loss: 0.069, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:25:27 transreid.train INFO: Epoch[99] Iter[440/486] Loss: 0.068, Acc: 0.997, Base Lr: 3.02e-05
2024-05-21 15:25:30 transreid.train INFO: Epoch[99] Iter[450/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:33 transreid.train INFO: Epoch[99] Iter[460/486] Loss: 0.065, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:37 transreid.train INFO: Epoch[99] Iter[470/486] Loss: 0.064, Acc: 0.998, Base Lr: 3.02e-05
2024-05-21 15:25:39 transreid.train INFO: Epoch 99 done. Time per epoch: 165.878[s] Speed: 182.9[samples/s]
2024-05-21 15:25:46 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.130, Acc: 0.995, Base Lr: 2.75e-05
2024-05-21 15:25:50 transreid.train INFO: Epoch[100] Iter[20/486] Loss: 0.131, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:25:53 transreid.train INFO: Epoch[100] Iter[30/486] Loss: 0.145, Acc: 0.993, Base Lr: 2.75e-05
2024-05-21 15:25:57 transreid.train INFO: Epoch[100] Iter[40/486] Loss: 0.138, Acc: 0.993, Base Lr: 2.75e-05
2024-05-21 15:26:00 transreid.train INFO: Epoch[100] Iter[50/486] Loss: 0.135, Acc: 0.994, Base Lr: 2.75e-05
2024-05-21 15:26:03 transreid.train INFO: Epoch[100] Iter[60/486] Loss: 0.128, Acc: 0.995, Base Lr: 2.75e-05
2024-05-21 15:26:07 transreid.train INFO: Epoch[100] Iter[70/486] Loss: 0.129, Acc: 0.994, Base Lr: 2.75e-05
2024-05-21 15:26:10 transreid.train INFO: Epoch[100] Iter[80/486] Loss: 0.129, Acc: 0.994, Base Lr: 2.75e-05
2024-05-21 15:26:14 transreid.train INFO: Epoch[100] Iter[90/486] Loss: 0.123, Acc: 0.995, Base Lr: 2.75e-05
2024-05-21 15:26:17 transreid.train INFO: Epoch[100] Iter[100/486] Loss: 0.120, Acc: 0.995, Base Lr: 2.75e-05
2024-05-21 15:26:21 transreid.train INFO: Epoch[100] Iter[110/486] Loss: 0.119, Acc: 0.995, Base Lr: 2.75e-05
2024-05-21 15:26:24 transreid.train INFO: Epoch[100] Iter[120/486] Loss: 0.116, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:27 transreid.train INFO: Epoch[100] Iter[130/486] Loss: 0.114, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:31 transreid.train INFO: Epoch[100] Iter[140/486] Loss: 0.112, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:34 transreid.train INFO: Epoch[100] Iter[150/486] Loss: 0.110, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:38 transreid.train INFO: Epoch[100] Iter[160/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:41 transreid.train INFO: Epoch[100] Iter[170/486] Loss: 0.107, Acc: 0.996, Base Lr: 2.75e-05
2024-05-21 15:26:44 transreid.train INFO: Epoch[100] Iter[180/486] Loss: 0.105, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:26:48 transreid.train INFO: Epoch[100] Iter[190/486] Loss: 0.104, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:26:51 transreid.train INFO: Epoch[100] Iter[200/486] Loss: 0.102, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:26:55 transreid.train INFO: Epoch[100] Iter[210/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:26:58 transreid.train INFO: Epoch[100] Iter[220/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:01 transreid.train INFO: Epoch[100] Iter[230/486] Loss: 0.096, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:05 transreid.train INFO: Epoch[100] Iter[240/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:08 transreid.train INFO: Epoch[100] Iter[250/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:12 transreid.train INFO: Epoch[100] Iter[260/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:15 transreid.train INFO: Epoch[100] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:19 transreid.train INFO: Epoch[100] Iter[280/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:22 transreid.train INFO: Epoch[100] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:25 transreid.train INFO: Epoch[100] Iter[300/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:29 transreid.train INFO: Epoch[100] Iter[310/486] Loss: 0.085, Acc: 0.997, Base Lr: 2.75e-05
2024-05-21 15:27:32 transreid.train INFO: Epoch[100] Iter[320/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:36 transreid.train INFO: Epoch[100] Iter[330/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:39 transreid.train INFO: Epoch[100] Iter[340/486] Loss: 0.081, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:42 transreid.train INFO: Epoch[100] Iter[350/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:46 transreid.train INFO: Epoch[100] Iter[360/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:49 transreid.train INFO: Epoch[100] Iter[370/486] Loss: 0.078, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:53 transreid.train INFO: Epoch[100] Iter[380/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:56 transreid.train INFO: Epoch[100] Iter[390/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:27:59 transreid.train INFO: Epoch[100] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:03 transreid.train INFO: Epoch[100] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:06 transreid.train INFO: Epoch[100] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:10 transreid.train INFO: Epoch[100] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:13 transreid.train INFO: Epoch[100] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:16 transreid.train INFO: Epoch[100] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:20 transreid.train INFO: Epoch[100] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:23 transreid.train INFO: Epoch[100] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 2.75e-05
2024-05-21 15:28:25 transreid.train INFO: Epoch 100 done. Time per epoch: 166.426[s] Speed: 182.3[samples/s]
2024-05-21 15:35:42 transreid.train INFO: Validation Results - Epoch: 100
2024-05-21 15:35:42 transreid.train INFO: mAP: 62.6%
2024-05-21 15:35:42 transreid.train INFO: CMC curve, Rank-1  :82.9%
2024-05-21 15:35:42 transreid.train INFO: CMC curve, Rank-5  :90.1%
2024-05-21 15:35:42 transreid.train INFO: CMC curve, Rank-10 :92.3%
2024-05-21 15:35:50 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.120, Acc: 1.000, Base Lr: 2.50e-05
2024-05-21 15:35:53 transreid.train INFO: Epoch[101] Iter[20/486] Loss: 0.120, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:35:57 transreid.train INFO: Epoch[101] Iter[30/486] Loss: 0.117, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:00 transreid.train INFO: Epoch[101] Iter[40/486] Loss: 0.123, Acc: 0.995, Base Lr: 2.50e-05
2024-05-21 15:36:03 transreid.train INFO: Epoch[101] Iter[50/486] Loss: 0.119, Acc: 0.996, Base Lr: 2.50e-05
2024-05-21 15:36:07 transreid.train INFO: Epoch[101] Iter[60/486] Loss: 0.119, Acc: 0.996, Base Lr: 2.50e-05
2024-05-21 15:36:10 transreid.train INFO: Epoch[101] Iter[70/486] Loss: 0.115, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:14 transreid.train INFO: Epoch[101] Iter[80/486] Loss: 0.111, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:17 transreid.train INFO: Epoch[101] Iter[90/486] Loss: 0.110, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:20 transreid.train INFO: Epoch[101] Iter[100/486] Loss: 0.111, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:24 transreid.train INFO: Epoch[101] Iter[110/486] Loss: 0.109, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:27 transreid.train INFO: Epoch[101] Iter[120/486] Loss: 0.107, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:31 transreid.train INFO: Epoch[101] Iter[130/486] Loss: 0.106, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:34 transreid.train INFO: Epoch[101] Iter[140/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:37 transreid.train INFO: Epoch[101] Iter[150/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:41 transreid.train INFO: Epoch[101] Iter[160/486] Loss: 0.102, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:44 transreid.train INFO: Epoch[101] Iter[170/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:48 transreid.train INFO: Epoch[101] Iter[180/486] Loss: 0.099, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:51 transreid.train INFO: Epoch[101] Iter[190/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:54 transreid.train INFO: Epoch[101] Iter[200/486] Loss: 0.096, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:36:58 transreid.train INFO: Epoch[101] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:01 transreid.train INFO: Epoch[101] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:05 transreid.train INFO: Epoch[101] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:08 transreid.train INFO: Epoch[101] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:11 transreid.train INFO: Epoch[101] Iter[250/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:15 transreid.train INFO: Epoch[101] Iter[260/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:18 transreid.train INFO: Epoch[101] Iter[270/486] Loss: 0.086, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:22 transreid.train INFO: Epoch[101] Iter[280/486] Loss: 0.086, Acc: 0.997, Base Lr: 2.50e-05
2024-05-21 15:37:25 transreid.train INFO: Epoch[101] Iter[290/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:28 transreid.train INFO: Epoch[101] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:32 transreid.train INFO: Epoch[101] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:35 transreid.train INFO: Epoch[101] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:39 transreid.train INFO: Epoch[101] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:42 transreid.train INFO: Epoch[101] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:45 transreid.train INFO: Epoch[101] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:49 transreid.train INFO: Epoch[101] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:52 transreid.train INFO: Epoch[101] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:56 transreid.train INFO: Epoch[101] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:37:59 transreid.train INFO: Epoch[101] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:02 transreid.train INFO: Epoch[101] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:06 transreid.train INFO: Epoch[101] Iter[410/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:09 transreid.train INFO: Epoch[101] Iter[420/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:13 transreid.train INFO: Epoch[101] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:16 transreid.train INFO: Epoch[101] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:19 transreid.train INFO: Epoch[101] Iter[450/486] Loss: 0.065, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:23 transreid.train INFO: Epoch[101] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:26 transreid.train INFO: Epoch[101] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 2.50e-05
2024-05-21 15:38:29 transreid.train INFO: Epoch 101 done. Time per epoch: 166.438[s] Speed: 183.0[samples/s]
2024-05-21 15:38:36 transreid.train INFO: Epoch[102] Iter[10/486] Loss: 0.099, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:38:40 transreid.train INFO: Epoch[102] Iter[20/486] Loss: 0.106, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:38:43 transreid.train INFO: Epoch[102] Iter[30/486] Loss: 0.117, Acc: 0.995, Base Lr: 2.26e-05
2024-05-21 15:38:46 transreid.train INFO: Epoch[102] Iter[40/486] Loss: 0.114, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:38:50 transreid.train INFO: Epoch[102] Iter[50/486] Loss: 0.113, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:38:53 transreid.train INFO: Epoch[102] Iter[60/486] Loss: 0.115, Acc: 0.995, Base Lr: 2.26e-05
2024-05-21 15:38:57 transreid.train INFO: Epoch[102] Iter[70/486] Loss: 0.114, Acc: 0.995, Base Lr: 2.26e-05
2024-05-21 15:39:00 transreid.train INFO: Epoch[102] Iter[80/486] Loss: 0.112, Acc: 0.995, Base Lr: 2.26e-05
2024-05-21 15:39:03 transreid.train INFO: Epoch[102] Iter[90/486] Loss: 0.110, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:39:07 transreid.train INFO: Epoch[102] Iter[100/486] Loss: 0.110, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:39:10 transreid.train INFO: Epoch[102] Iter[110/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:39:14 transreid.train INFO: Epoch[102] Iter[120/486] Loss: 0.107, Acc: 0.996, Base Lr: 2.26e-05
2024-05-21 15:39:17 transreid.train INFO: Epoch[102] Iter[130/486] Loss: 0.106, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:20 transreid.train INFO: Epoch[102] Iter[140/486] Loss: 0.105, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:24 transreid.train INFO: Epoch[102] Iter[150/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:27 transreid.train INFO: Epoch[102] Iter[160/486] Loss: 0.101, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:31 transreid.train INFO: Epoch[102] Iter[170/486] Loss: 0.099, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:34 transreid.train INFO: Epoch[102] Iter[180/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:37 transreid.train INFO: Epoch[102] Iter[190/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:41 transreid.train INFO: Epoch[102] Iter[200/486] Loss: 0.096, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:44 transreid.train INFO: Epoch[102] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:48 transreid.train INFO: Epoch[102] Iter[220/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:51 transreid.train INFO: Epoch[102] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:55 transreid.train INFO: Epoch[102] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.26e-05
2024-05-21 15:39:58 transreid.train INFO: Epoch[102] Iter[250/486] Loss: 0.090, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:01 transreid.train INFO: Epoch[102] Iter[260/486] Loss: 0.089, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:05 transreid.train INFO: Epoch[102] Iter[270/486] Loss: 0.088, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:08 transreid.train INFO: Epoch[102] Iter[280/486] Loss: 0.086, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:12 transreid.train INFO: Epoch[102] Iter[290/486] Loss: 0.085, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:15 transreid.train INFO: Epoch[102] Iter[300/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:18 transreid.train INFO: Epoch[102] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:22 transreid.train INFO: Epoch[102] Iter[320/486] Loss: 0.081, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:25 transreid.train INFO: Epoch[102] Iter[330/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:29 transreid.train INFO: Epoch[102] Iter[340/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:32 transreid.train INFO: Epoch[102] Iter[350/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:35 transreid.train INFO: Epoch[102] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:39 transreid.train INFO: Epoch[102] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:42 transreid.train INFO: Epoch[102] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:46 transreid.train INFO: Epoch[102] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:49 transreid.train INFO: Epoch[102] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:52 transreid.train INFO: Epoch[102] Iter[410/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:56 transreid.train INFO: Epoch[102] Iter[420/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:40:59 transreid.train INFO: Epoch[102] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:41:03 transreid.train INFO: Epoch[102] Iter[440/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:41:06 transreid.train INFO: Epoch[102] Iter[450/486] Loss: 0.066, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:41:09 transreid.train INFO: Epoch[102] Iter[460/486] Loss: 0.065, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:41:13 transreid.train INFO: Epoch[102] Iter[470/486] Loss: 0.064, Acc: 0.998, Base Lr: 2.26e-05
2024-05-21 15:41:14 transreid.train INFO: Epoch 102 done. Time per epoch: 165.313[s] Speed: 182.7[samples/s]
2024-05-21 15:41:22 transreid.train INFO: Epoch[103] Iter[10/486] Loss: 0.098, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:41:25 transreid.train INFO: Epoch[103] Iter[20/486] Loss: 0.122, Acc: 0.995, Base Lr: 2.02e-05
2024-05-21 15:41:29 transreid.train INFO: Epoch[103] Iter[30/486] Loss: 0.134, Acc: 0.994, Base Lr: 2.02e-05
2024-05-21 15:41:32 transreid.train INFO: Epoch[103] Iter[40/486] Loss: 0.124, Acc: 0.995, Base Lr: 2.02e-05
2024-05-21 15:41:35 transreid.train INFO: Epoch[103] Iter[50/486] Loss: 0.120, Acc: 0.996, Base Lr: 2.02e-05
2024-05-21 15:41:39 transreid.train INFO: Epoch[103] Iter[60/486] Loss: 0.117, Acc: 0.996, Base Lr: 2.02e-05
2024-05-21 15:41:42 transreid.train INFO: Epoch[103] Iter[70/486] Loss: 0.114, Acc: 0.996, Base Lr: 2.02e-05
2024-05-21 15:41:46 transreid.train INFO: Epoch[103] Iter[80/486] Loss: 0.112, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:41:49 transreid.train INFO: Epoch[103] Iter[90/486] Loss: 0.110, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:41:52 transreid.train INFO: Epoch[103] Iter[100/486] Loss: 0.107, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:41:56 transreid.train INFO: Epoch[103] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:41:59 transreid.train INFO: Epoch[103] Iter[120/486] Loss: 0.104, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:03 transreid.train INFO: Epoch[103] Iter[130/486] Loss: 0.101, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:06 transreid.train INFO: Epoch[103] Iter[140/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:09 transreid.train INFO: Epoch[103] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:13 transreid.train INFO: Epoch[103] Iter[160/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:16 transreid.train INFO: Epoch[103] Iter[170/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:20 transreid.train INFO: Epoch[103] Iter[180/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:23 transreid.train INFO: Epoch[103] Iter[190/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:26 transreid.train INFO: Epoch[103] Iter[200/486] Loss: 0.092, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:30 transreid.train INFO: Epoch[103] Iter[210/486] Loss: 0.091, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:33 transreid.train INFO: Epoch[103] Iter[220/486] Loss: 0.090, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:37 transreid.train INFO: Epoch[103] Iter[230/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:40 transreid.train INFO: Epoch[103] Iter[240/486] Loss: 0.088, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:43 transreid.train INFO: Epoch[103] Iter[250/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.02e-05
2024-05-21 15:42:47 transreid.train INFO: Epoch[103] Iter[260/486] Loss: 0.087, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:50 transreid.train INFO: Epoch[103] Iter[270/486] Loss: 0.086, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:54 transreid.train INFO: Epoch[103] Iter[280/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:42:57 transreid.train INFO: Epoch[103] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:00 transreid.train INFO: Epoch[103] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:04 transreid.train INFO: Epoch[103] Iter[310/486] Loss: 0.081, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:07 transreid.train INFO: Epoch[103] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:11 transreid.train INFO: Epoch[103] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:14 transreid.train INFO: Epoch[103] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:18 transreid.train INFO: Epoch[103] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:21 transreid.train INFO: Epoch[103] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:24 transreid.train INFO: Epoch[103] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:28 transreid.train INFO: Epoch[103] Iter[380/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:31 transreid.train INFO: Epoch[103] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:35 transreid.train INFO: Epoch[103] Iter[400/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:38 transreid.train INFO: Epoch[103] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:41 transreid.train INFO: Epoch[103] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:45 transreid.train INFO: Epoch[103] Iter[430/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:48 transreid.train INFO: Epoch[103] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:52 transreid.train INFO: Epoch[103] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:55 transreid.train INFO: Epoch[103] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:43:58 transreid.train INFO: Epoch[103] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 2.02e-05
2024-05-21 15:44:00 transreid.train INFO: Epoch 103 done. Time per epoch: 166.135[s] Speed: 182.6[samples/s]
2024-05-21 15:44:08 transreid.train INFO: Epoch[104] Iter[10/486] Loss: 0.140, Acc: 0.991, Base Lr: 1.81e-05
2024-05-21 15:44:11 transreid.train INFO: Epoch[104] Iter[20/486] Loss: 0.166, Acc: 0.989, Base Lr: 1.81e-05
2024-05-21 15:44:15 transreid.train INFO: Epoch[104] Iter[30/486] Loss: 0.146, Acc: 0.992, Base Lr: 1.81e-05
2024-05-21 15:44:18 transreid.train INFO: Epoch[104] Iter[40/486] Loss: 0.136, Acc: 0.994, Base Lr: 1.81e-05
2024-05-21 15:44:21 transreid.train INFO: Epoch[104] Iter[50/486] Loss: 0.130, Acc: 0.994, Base Lr: 1.81e-05
2024-05-21 15:44:25 transreid.train INFO: Epoch[104] Iter[60/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.81e-05
2024-05-21 15:44:28 transreid.train INFO: Epoch[104] Iter[70/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.81e-05
2024-05-21 15:44:32 transreid.train INFO: Epoch[104] Iter[80/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.81e-05
2024-05-21 15:44:35 transreid.train INFO: Epoch[104] Iter[90/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.81e-05
2024-05-21 15:44:38 transreid.train INFO: Epoch[104] Iter[100/486] Loss: 0.112, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:42 transreid.train INFO: Epoch[104] Iter[110/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:45 transreid.train INFO: Epoch[104] Iter[120/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:49 transreid.train INFO: Epoch[104] Iter[130/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:52 transreid.train INFO: Epoch[104] Iter[140/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:55 transreid.train INFO: Epoch[104] Iter[150/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:44:59 transreid.train INFO: Epoch[104] Iter[160/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.81e-05
2024-05-21 15:45:02 transreid.train INFO: Epoch[104] Iter[170/486] Loss: 0.098, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:06 transreid.train INFO: Epoch[104] Iter[180/486] Loss: 0.097, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:09 transreid.train INFO: Epoch[104] Iter[190/486] Loss: 0.095, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:13 transreid.train INFO: Epoch[104] Iter[200/486] Loss: 0.094, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:16 transreid.train INFO: Epoch[104] Iter[210/486] Loss: 0.093, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:19 transreid.train INFO: Epoch[104] Iter[220/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:23 transreid.train INFO: Epoch[104] Iter[230/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:26 transreid.train INFO: Epoch[104] Iter[240/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:30 transreid.train INFO: Epoch[104] Iter[250/486] Loss: 0.088, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:33 transreid.train INFO: Epoch[104] Iter[260/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:36 transreid.train INFO: Epoch[104] Iter[270/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:40 transreid.train INFO: Epoch[104] Iter[280/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:43 transreid.train INFO: Epoch[104] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:47 transreid.train INFO: Epoch[104] Iter[300/486] Loss: 0.081, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:50 transreid.train INFO: Epoch[104] Iter[310/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:54 transreid.train INFO: Epoch[104] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:45:57 transreid.train INFO: Epoch[104] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:00 transreid.train INFO: Epoch[104] Iter[340/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:04 transreid.train INFO: Epoch[104] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:07 transreid.train INFO: Epoch[104] Iter[360/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:11 transreid.train INFO: Epoch[104] Iter[370/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:14 transreid.train INFO: Epoch[104] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:17 transreid.train INFO: Epoch[104] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:21 transreid.train INFO: Epoch[104] Iter[400/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:24 transreid.train INFO: Epoch[104] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:28 transreid.train INFO: Epoch[104] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:31 transreid.train INFO: Epoch[104] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:35 transreid.train INFO: Epoch[104] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:38 transreid.train INFO: Epoch[104] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:42 transreid.train INFO: Epoch[104] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:45 transreid.train INFO: Epoch[104] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 1.81e-05
2024-05-21 15:46:46 transreid.train INFO: Epoch 104 done. Time per epoch: 165.945[s] Speed: 182.0[samples/s]
2024-05-21 15:46:54 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.114, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:46:57 transreid.train INFO: Epoch[105] Iter[20/486] Loss: 0.116, Acc: 0.997, Base Lr: 1.60e-05
2024-05-21 15:47:01 transreid.train INFO: Epoch[105] Iter[30/486] Loss: 0.115, Acc: 0.995, Base Lr: 1.60e-05
2024-05-21 15:47:04 transreid.train INFO: Epoch[105] Iter[40/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.60e-05
2024-05-21 15:47:07 transreid.train INFO: Epoch[105] Iter[50/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.60e-05
2024-05-21 15:47:11 transreid.train INFO: Epoch[105] Iter[60/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.60e-05
2024-05-21 15:47:14 transreid.train INFO: Epoch[105] Iter[70/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.60e-05
2024-05-21 15:47:17 transreid.train INFO: Epoch[105] Iter[80/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.60e-05
2024-05-21 15:47:21 transreid.train INFO: Epoch[105] Iter[90/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.60e-05
2024-05-21 15:47:24 transreid.train INFO: Epoch[105] Iter[100/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.60e-05
2024-05-21 15:47:28 transreid.train INFO: Epoch[105] Iter[110/486] Loss: 0.100, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:31 transreid.train INFO: Epoch[105] Iter[120/486] Loss: 0.098, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:34 transreid.train INFO: Epoch[105] Iter[130/486] Loss: 0.097, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:38 transreid.train INFO: Epoch[105] Iter[140/486] Loss: 0.095, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:41 transreid.train INFO: Epoch[105] Iter[150/486] Loss: 0.094, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:45 transreid.train INFO: Epoch[105] Iter[160/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:48 transreid.train INFO: Epoch[105] Iter[170/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:51 transreid.train INFO: Epoch[105] Iter[180/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:55 transreid.train INFO: Epoch[105] Iter[190/486] Loss: 0.090, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:47:58 transreid.train INFO: Epoch[105] Iter[200/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:02 transreid.train INFO: Epoch[105] Iter[210/486] Loss: 0.088, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:05 transreid.train INFO: Epoch[105] Iter[220/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:08 transreid.train INFO: Epoch[105] Iter[230/486] Loss: 0.086, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:12 transreid.train INFO: Epoch[105] Iter[240/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:15 transreid.train INFO: Epoch[105] Iter[250/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:19 transreid.train INFO: Epoch[105] Iter[260/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:22 transreid.train INFO: Epoch[105] Iter[270/486] Loss: 0.081, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:25 transreid.train INFO: Epoch[105] Iter[280/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:29 transreid.train INFO: Epoch[105] Iter[290/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:32 transreid.train INFO: Epoch[105] Iter[300/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:36 transreid.train INFO: Epoch[105] Iter[310/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:39 transreid.train INFO: Epoch[105] Iter[320/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:42 transreid.train INFO: Epoch[105] Iter[330/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:46 transreid.train INFO: Epoch[105] Iter[340/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:49 transreid.train INFO: Epoch[105] Iter[350/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:53 transreid.train INFO: Epoch[105] Iter[360/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:56 transreid.train INFO: Epoch[105] Iter[370/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:48:59 transreid.train INFO: Epoch[105] Iter[380/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:03 transreid.train INFO: Epoch[105] Iter[390/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:06 transreid.train INFO: Epoch[105] Iter[400/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:10 transreid.train INFO: Epoch[105] Iter[410/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:13 transreid.train INFO: Epoch[105] Iter[420/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:16 transreid.train INFO: Epoch[105] Iter[430/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:20 transreid.train INFO: Epoch[105] Iter[440/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:23 transreid.train INFO: Epoch[105] Iter[450/486] Loss: 0.062, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:27 transreid.train INFO: Epoch[105] Iter[460/486] Loss: 0.061, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:30 transreid.train INFO: Epoch[105] Iter[470/486] Loss: 0.060, Acc: 0.998, Base Lr: 1.60e-05
2024-05-21 15:49:31 transreid.train INFO: Epoch 105 done. Time per epoch: 164.583[s] Speed: 183.2[samples/s]
2024-05-21 15:49:38 transreid.train INFO: Epoch[106] Iter[10/486] Loss: 0.122, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:49:42 transreid.train INFO: Epoch[106] Iter[20/486] Loss: 0.113, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:49:45 transreid.train INFO: Epoch[106] Iter[30/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.41e-05
2024-05-21 15:49:48 transreid.train INFO: Epoch[106] Iter[40/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.41e-05
2024-05-21 15:49:52 transreid.train INFO: Epoch[106] Iter[50/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.41e-05
2024-05-21 15:49:55 transreid.train INFO: Epoch[106] Iter[60/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.41e-05
2024-05-21 15:49:59 transreid.train INFO: Epoch[106] Iter[70/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.41e-05
2024-05-21 15:50:02 transreid.train INFO: Epoch[106] Iter[80/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.41e-05
2024-05-21 15:50:05 transreid.train INFO: Epoch[106] Iter[90/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:09 transreid.train INFO: Epoch[106] Iter[100/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:12 transreid.train INFO: Epoch[106] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:16 transreid.train INFO: Epoch[106] Iter[120/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:19 transreid.train INFO: Epoch[106] Iter[130/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:23 transreid.train INFO: Epoch[106] Iter[140/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.41e-05
2024-05-21 15:50:26 transreid.train INFO: Epoch[106] Iter[150/486] Loss: 0.097, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:29 transreid.train INFO: Epoch[106] Iter[160/486] Loss: 0.096, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:33 transreid.train INFO: Epoch[106] Iter[170/486] Loss: 0.095, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:36 transreid.train INFO: Epoch[106] Iter[180/486] Loss: 0.094, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:40 transreid.train INFO: Epoch[106] Iter[190/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:43 transreid.train INFO: Epoch[106] Iter[200/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:46 transreid.train INFO: Epoch[106] Iter[210/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:50 transreid.train INFO: Epoch[106] Iter[220/486] Loss: 0.090, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:53 transreid.train INFO: Epoch[106] Iter[230/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:50:57 transreid.train INFO: Epoch[106] Iter[240/486] Loss: 0.088, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:00 transreid.train INFO: Epoch[106] Iter[250/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:03 transreid.train INFO: Epoch[106] Iter[260/486] Loss: 0.086, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:07 transreid.train INFO: Epoch[106] Iter[270/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:10 transreid.train INFO: Epoch[106] Iter[280/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:14 transreid.train INFO: Epoch[106] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:17 transreid.train INFO: Epoch[106] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:21 transreid.train INFO: Epoch[106] Iter[310/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:24 transreid.train INFO: Epoch[106] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:27 transreid.train INFO: Epoch[106] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:31 transreid.train INFO: Epoch[106] Iter[340/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:34 transreid.train INFO: Epoch[106] Iter[350/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:38 transreid.train INFO: Epoch[106] Iter[360/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:41 transreid.train INFO: Epoch[106] Iter[370/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:44 transreid.train INFO: Epoch[106] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:48 transreid.train INFO: Epoch[106] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:51 transreid.train INFO: Epoch[106] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:55 transreid.train INFO: Epoch[106] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:51:58 transreid.train INFO: Epoch[106] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:02 transreid.train INFO: Epoch[106] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:05 transreid.train INFO: Epoch[106] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:08 transreid.train INFO: Epoch[106] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:12 transreid.train INFO: Epoch[106] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:15 transreid.train INFO: Epoch[106] Iter[470/486] Loss: 0.061, Acc: 0.998, Base Lr: 1.41e-05
2024-05-21 15:52:17 transreid.train INFO: Epoch 106 done. Time per epoch: 165.711[s] Speed: 182.3[samples/s]
2024-05-21 15:52:24 transreid.train INFO: Epoch[107] Iter[10/486] Loss: 0.113, Acc: 0.992, Base Lr: 1.22e-05
2024-05-21 15:52:28 transreid.train INFO: Epoch[107] Iter[20/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:52:31 transreid.train INFO: Epoch[107] Iter[30/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:52:34 transreid.train INFO: Epoch[107] Iter[40/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.22e-05
2024-05-21 15:52:38 transreid.train INFO: Epoch[107] Iter[50/486] Loss: 0.119, Acc: 0.993, Base Lr: 1.22e-05
2024-05-21 15:52:41 transreid.train INFO: Epoch[107] Iter[60/486] Loss: 0.115, Acc: 0.994, Base Lr: 1.22e-05
2024-05-21 15:52:45 transreid.train INFO: Epoch[107] Iter[70/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.22e-05
2024-05-21 15:52:48 transreid.train INFO: Epoch[107] Iter[80/486] Loss: 0.112, Acc: 0.995, Base Lr: 1.22e-05
2024-05-21 15:52:52 transreid.train INFO: Epoch[107] Iter[90/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.22e-05
2024-05-21 15:52:55 transreid.train INFO: Epoch[107] Iter[100/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:52:58 transreid.train INFO: Epoch[107] Iter[110/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:02 transreid.train INFO: Epoch[107] Iter[120/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:05 transreid.train INFO: Epoch[107] Iter[130/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:09 transreid.train INFO: Epoch[107] Iter[140/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:12 transreid.train INFO: Epoch[107] Iter[150/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:15 transreid.train INFO: Epoch[107] Iter[160/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:19 transreid.train INFO: Epoch[107] Iter[170/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:22 transreid.train INFO: Epoch[107] Iter[180/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:26 transreid.train INFO: Epoch[107] Iter[190/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:29 transreid.train INFO: Epoch[107] Iter[200/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:33 transreid.train INFO: Epoch[107] Iter[210/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.22e-05
2024-05-21 15:53:36 transreid.train INFO: Epoch[107] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:39 transreid.train INFO: Epoch[107] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:43 transreid.train INFO: Epoch[107] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:46 transreid.train INFO: Epoch[107] Iter[250/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:50 transreid.train INFO: Epoch[107] Iter[260/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:53 transreid.train INFO: Epoch[107] Iter[270/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:53:56 transreid.train INFO: Epoch[107] Iter[280/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:00 transreid.train INFO: Epoch[107] Iter[290/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:03 transreid.train INFO: Epoch[107] Iter[300/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:07 transreid.train INFO: Epoch[107] Iter[310/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:10 transreid.train INFO: Epoch[107] Iter[320/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:14 transreid.train INFO: Epoch[107] Iter[330/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:17 transreid.train INFO: Epoch[107] Iter[340/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:20 transreid.train INFO: Epoch[107] Iter[350/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:24 transreid.train INFO: Epoch[107] Iter[360/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:27 transreid.train INFO: Epoch[107] Iter[370/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:31 transreid.train INFO: Epoch[107] Iter[380/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:34 transreid.train INFO: Epoch[107] Iter[390/486] Loss: 0.073, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:37 transreid.train INFO: Epoch[107] Iter[400/486] Loss: 0.072, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:41 transreid.train INFO: Epoch[107] Iter[410/486] Loss: 0.070, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:44 transreid.train INFO: Epoch[107] Iter[420/486] Loss: 0.069, Acc: 0.997, Base Lr: 1.22e-05
2024-05-21 15:54:48 transreid.train INFO: Epoch[107] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.22e-05
2024-05-21 15:54:51 transreid.train INFO: Epoch[107] Iter[440/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.22e-05
2024-05-21 15:54:54 transreid.train INFO: Epoch[107] Iter[450/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.22e-05
2024-05-21 15:54:58 transreid.train INFO: Epoch[107] Iter[460/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.22e-05
2024-05-21 15:55:01 transreid.train INFO: Epoch[107] Iter[470/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.22e-05
2024-05-21 15:55:03 transreid.train INFO: Epoch 107 done. Time per epoch: 166.621[s] Speed: 182.1[samples/s]
2024-05-21 15:55:11 transreid.train INFO: Epoch[108] Iter[10/486] Loss: 0.114, Acc: 0.992, Base Lr: 1.06e-05
2024-05-21 15:55:14 transreid.train INFO: Epoch[108] Iter[20/486] Loss: 0.099, Acc: 0.995, Base Lr: 1.06e-05
2024-05-21 15:55:17 transreid.train INFO: Epoch[108] Iter[30/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:21 transreid.train INFO: Epoch[108] Iter[40/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:24 transreid.train INFO: Epoch[108] Iter[50/486] Loss: 0.102, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:55:28 transreid.train INFO: Epoch[108] Iter[60/486] Loss: 0.103, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:55:31 transreid.train INFO: Epoch[108] Iter[70/486] Loss: 0.101, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:55:34 transreid.train INFO: Epoch[108] Iter[80/486] Loss: 0.101, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:55:38 transreid.train INFO: Epoch[108] Iter[90/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:41 transreid.train INFO: Epoch[108] Iter[100/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:44 transreid.train INFO: Epoch[108] Iter[110/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:48 transreid.train INFO: Epoch[108] Iter[120/486] Loss: 0.097, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:55:51 transreid.train INFO: Epoch[108] Iter[130/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:55 transreid.train INFO: Epoch[108] Iter[140/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:55:58 transreid.train INFO: Epoch[108] Iter[150/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:56:01 transreid.train INFO: Epoch[108] Iter[160/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.06e-05
2024-05-21 15:56:05 transreid.train INFO: Epoch[108] Iter[170/486] Loss: 0.093, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:08 transreid.train INFO: Epoch[108] Iter[180/486] Loss: 0.093, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:12 transreid.train INFO: Epoch[108] Iter[190/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:15 transreid.train INFO: Epoch[108] Iter[200/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:18 transreid.train INFO: Epoch[108] Iter[210/486] Loss: 0.090, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:22 transreid.train INFO: Epoch[108] Iter[220/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:25 transreid.train INFO: Epoch[108] Iter[230/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:29 transreid.train INFO: Epoch[108] Iter[240/486] Loss: 0.086, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:32 transreid.train INFO: Epoch[108] Iter[250/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:35 transreid.train INFO: Epoch[108] Iter[260/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:39 transreid.train INFO: Epoch[108] Iter[270/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:42 transreid.train INFO: Epoch[108] Iter[280/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:46 transreid.train INFO: Epoch[108] Iter[290/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:49 transreid.train INFO: Epoch[108] Iter[300/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:52 transreid.train INFO: Epoch[108] Iter[310/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:56 transreid.train INFO: Epoch[108] Iter[320/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:56:59 transreid.train INFO: Epoch[108] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:03 transreid.train INFO: Epoch[108] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:06 transreid.train INFO: Epoch[108] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:09 transreid.train INFO: Epoch[108] Iter[360/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:13 transreid.train INFO: Epoch[108] Iter[370/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:16 transreid.train INFO: Epoch[108] Iter[380/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:19 transreid.train INFO: Epoch[108] Iter[390/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:23 transreid.train INFO: Epoch[108] Iter[400/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:26 transreid.train INFO: Epoch[108] Iter[410/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:30 transreid.train INFO: Epoch[108] Iter[420/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:33 transreid.train INFO: Epoch[108] Iter[430/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:36 transreid.train INFO: Epoch[108] Iter[440/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:40 transreid.train INFO: Epoch[108] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:43 transreid.train INFO: Epoch[108] Iter[460/486] Loss: 0.061, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:47 transreid.train INFO: Epoch[108] Iter[470/486] Loss: 0.060, Acc: 0.998, Base Lr: 1.06e-05
2024-05-21 15:57:48 transreid.train INFO: Epoch 108 done. Time per epoch: 164.970[s] Speed: 183.5[samples/s]
2024-05-21 15:57:56 transreid.train INFO: Epoch[109] Iter[10/486] Loss: 0.114, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:57:59 transreid.train INFO: Epoch[109] Iter[20/486] Loss: 0.106, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:02 transreid.train INFO: Epoch[109] Iter[30/486] Loss: 0.117, Acc: 0.996, Base Lr: 9.02e-06
2024-05-21 15:58:06 transreid.train INFO: Epoch[109] Iter[40/486] Loss: 0.112, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:09 transreid.train INFO: Epoch[109] Iter[50/486] Loss: 0.108, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:12 transreid.train INFO: Epoch[109] Iter[60/486] Loss: 0.107, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:16 transreid.train INFO: Epoch[109] Iter[70/486] Loss: 0.104, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:19 transreid.train INFO: Epoch[109] Iter[80/486] Loss: 0.102, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:23 transreid.train INFO: Epoch[109] Iter[90/486] Loss: 0.103, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:26 transreid.train INFO: Epoch[109] Iter[100/486] Loss: 0.103, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:29 transreid.train INFO: Epoch[109] Iter[110/486] Loss: 0.101, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:33 transreid.train INFO: Epoch[109] Iter[120/486] Loss: 0.102, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:36 transreid.train INFO: Epoch[109] Iter[130/486] Loss: 0.100, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:40 transreid.train INFO: Epoch[109] Iter[140/486] Loss: 0.099, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:43 transreid.train INFO: Epoch[109] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.02e-06
2024-05-21 15:58:46 transreid.train INFO: Epoch[109] Iter[160/486] Loss: 0.096, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:50 transreid.train INFO: Epoch[109] Iter[170/486] Loss: 0.094, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:53 transreid.train INFO: Epoch[109] Iter[180/486] Loss: 0.093, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:58:57 transreid.train INFO: Epoch[109] Iter[190/486] Loss: 0.092, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:00 transreid.train INFO: Epoch[109] Iter[200/486] Loss: 0.090, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:03 transreid.train INFO: Epoch[109] Iter[210/486] Loss: 0.089, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:07 transreid.train INFO: Epoch[109] Iter[220/486] Loss: 0.088, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:10 transreid.train INFO: Epoch[109] Iter[230/486] Loss: 0.087, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:14 transreid.train INFO: Epoch[109] Iter[240/486] Loss: 0.086, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:17 transreid.train INFO: Epoch[109] Iter[250/486] Loss: 0.085, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:20 transreid.train INFO: Epoch[109] Iter[260/486] Loss: 0.084, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:24 transreid.train INFO: Epoch[109] Iter[270/486] Loss: 0.082, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:27 transreid.train INFO: Epoch[109] Iter[280/486] Loss: 0.081, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:31 transreid.train INFO: Epoch[109] Iter[290/486] Loss: 0.080, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:34 transreid.train INFO: Epoch[109] Iter[300/486] Loss: 0.079, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:37 transreid.train INFO: Epoch[109] Iter[310/486] Loss: 0.078, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:41 transreid.train INFO: Epoch[109] Iter[320/486] Loss: 0.077, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:44 transreid.train INFO: Epoch[109] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:47 transreid.train INFO: Epoch[109] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:51 transreid.train INFO: Epoch[109] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:54 transreid.train INFO: Epoch[109] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 15:59:58 transreid.train INFO: Epoch[109] Iter[370/486] Loss: 0.072, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:01 transreid.train INFO: Epoch[109] Iter[380/486] Loss: 0.071, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:04 transreid.train INFO: Epoch[109] Iter[390/486] Loss: 0.070, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:08 transreid.train INFO: Epoch[109] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:11 transreid.train INFO: Epoch[109] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:15 transreid.train INFO: Epoch[109] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:18 transreid.train INFO: Epoch[109] Iter[430/486] Loss: 0.065, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:21 transreid.train INFO: Epoch[109] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:25 transreid.train INFO: Epoch[109] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:28 transreid.train INFO: Epoch[109] Iter[460/486] Loss: 0.062, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:32 transreid.train INFO: Epoch[109] Iter[470/486] Loss: 0.061, Acc: 0.998, Base Lr: 9.02e-06
2024-05-21 16:00:33 transreid.train INFO: Epoch 109 done. Time per epoch: 165.082[s] Speed: 183.4[samples/s]
2024-05-21 16:00:41 transreid.train INFO: Epoch[110] Iter[10/486] Loss: 0.104, Acc: 1.000, Base Lr: 7.60e-06
2024-05-21 16:00:44 transreid.train INFO: Epoch[110] Iter[20/486] Loss: 0.100, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:00:47 transreid.train INFO: Epoch[110] Iter[30/486] Loss: 0.099, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:00:51 transreid.train INFO: Epoch[110] Iter[40/486] Loss: 0.099, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:00:54 transreid.train INFO: Epoch[110] Iter[50/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:00:58 transreid.train INFO: Epoch[110] Iter[60/486] Loss: 0.098, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:01 transreid.train INFO: Epoch[110] Iter[70/486] Loss: 0.106, Acc: 0.996, Base Lr: 7.60e-06
2024-05-21 16:01:04 transreid.train INFO: Epoch[110] Iter[80/486] Loss: 0.104, Acc: 0.996, Base Lr: 7.60e-06
2024-05-21 16:01:08 transreid.train INFO: Epoch[110] Iter[90/486] Loss: 0.106, Acc: 0.996, Base Lr: 7.60e-06
2024-05-21 16:01:11 transreid.train INFO: Epoch[110] Iter[100/486] Loss: 0.102, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:15 transreid.train INFO: Epoch[110] Iter[110/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:18 transreid.train INFO: Epoch[110] Iter[120/486] Loss: 0.100, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:21 transreid.train INFO: Epoch[110] Iter[130/486] Loss: 0.098, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:25 transreid.train INFO: Epoch[110] Iter[140/486] Loss: 0.099, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:28 transreid.train INFO: Epoch[110] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:32 transreid.train INFO: Epoch[110] Iter[160/486] Loss: 0.096, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:35 transreid.train INFO: Epoch[110] Iter[170/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:38 transreid.train INFO: Epoch[110] Iter[180/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:42 transreid.train INFO: Epoch[110] Iter[190/486] Loss: 0.091, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:45 transreid.train INFO: Epoch[110] Iter[200/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:48 transreid.train INFO: Epoch[110] Iter[210/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.60e-06
2024-05-21 16:01:52 transreid.train INFO: Epoch[110] Iter[220/486] Loss: 0.088, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:01:55 transreid.train INFO: Epoch[110] Iter[230/486] Loss: 0.087, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:01:59 transreid.train INFO: Epoch[110] Iter[240/486] Loss: 0.086, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:02 transreid.train INFO: Epoch[110] Iter[250/486] Loss: 0.086, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:05 transreid.train INFO: Epoch[110] Iter[260/486] Loss: 0.086, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:09 transreid.train INFO: Epoch[110] Iter[270/486] Loss: 0.084, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:12 transreid.train INFO: Epoch[110] Iter[280/486] Loss: 0.083, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:16 transreid.train INFO: Epoch[110] Iter[290/486] Loss: 0.082, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:19 transreid.train INFO: Epoch[110] Iter[300/486] Loss: 0.081, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:22 transreid.train INFO: Epoch[110] Iter[310/486] Loss: 0.080, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:26 transreid.train INFO: Epoch[110] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:29 transreid.train INFO: Epoch[110] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:33 transreid.train INFO: Epoch[110] Iter[340/486] Loss: 0.076, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:36 transreid.train INFO: Epoch[110] Iter[350/486] Loss: 0.075, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:39 transreid.train INFO: Epoch[110] Iter[360/486] Loss: 0.074, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:43 transreid.train INFO: Epoch[110] Iter[370/486] Loss: 0.073, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:46 transreid.train INFO: Epoch[110] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:49 transreid.train INFO: Epoch[110] Iter[390/486] Loss: 0.070, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:53 transreid.train INFO: Epoch[110] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:02:56 transreid.train INFO: Epoch[110] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:00 transreid.train INFO: Epoch[110] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:03 transreid.train INFO: Epoch[110] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:07 transreid.train INFO: Epoch[110] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:10 transreid.train INFO: Epoch[110] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:13 transreid.train INFO: Epoch[110] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:17 transreid.train INFO: Epoch[110] Iter[470/486] Loss: 0.061, Acc: 0.998, Base Lr: 7.60e-06
2024-05-21 16:03:18 transreid.train INFO: Epoch 110 done. Time per epoch: 165.076[s] Speed: 183.4[samples/s]
2024-05-21 16:03:26 transreid.train INFO: Epoch[111] Iter[10/486] Loss: 0.126, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:03:29 transreid.train INFO: Epoch[111] Iter[20/486] Loss: 0.135, Acc: 0.995, Base Lr: 6.31e-06
2024-05-21 16:03:32 transreid.train INFO: Epoch[111] Iter[30/486] Loss: 0.134, Acc: 0.993, Base Lr: 6.31e-06
2024-05-21 16:03:36 transreid.train INFO: Epoch[111] Iter[40/486] Loss: 0.127, Acc: 0.993, Base Lr: 6.31e-06
2024-05-21 16:03:39 transreid.train INFO: Epoch[111] Iter[50/486] Loss: 0.121, Acc: 0.994, Base Lr: 6.31e-06
2024-05-21 16:03:43 transreid.train INFO: Epoch[111] Iter[60/486] Loss: 0.114, Acc: 0.995, Base Lr: 6.31e-06
2024-05-21 16:03:46 transreid.train INFO: Epoch[111] Iter[70/486] Loss: 0.110, Acc: 0.996, Base Lr: 6.31e-06
2024-05-21 16:03:50 transreid.train INFO: Epoch[111] Iter[80/486] Loss: 0.107, Acc: 0.996, Base Lr: 6.31e-06
2024-05-21 16:03:53 transreid.train INFO: Epoch[111] Iter[90/486] Loss: 0.106, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:03:56 transreid.train INFO: Epoch[111] Iter[100/486] Loss: 0.105, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:00 transreid.train INFO: Epoch[111] Iter[110/486] Loss: 0.103, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:03 transreid.train INFO: Epoch[111] Iter[120/486] Loss: 0.101, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:06 transreid.train INFO: Epoch[111] Iter[130/486] Loss: 0.101, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:10 transreid.train INFO: Epoch[111] Iter[140/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:13 transreid.train INFO: Epoch[111] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:17 transreid.train INFO: Epoch[111] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:20 transreid.train INFO: Epoch[111] Iter[170/486] Loss: 0.096, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:23 transreid.train INFO: Epoch[111] Iter[180/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.31e-06
2024-05-21 16:04:27 transreid.train INFO: Epoch[111] Iter[190/486] Loss: 0.094, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:30 transreid.train INFO: Epoch[111] Iter[200/486] Loss: 0.092, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:34 transreid.train INFO: Epoch[111] Iter[210/486] Loss: 0.091, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:37 transreid.train INFO: Epoch[111] Iter[220/486] Loss: 0.090, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:40 transreid.train INFO: Epoch[111] Iter[230/486] Loss: 0.089, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:44 transreid.train INFO: Epoch[111] Iter[240/486] Loss: 0.088, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:47 transreid.train INFO: Epoch[111] Iter[250/486] Loss: 0.087, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:51 transreid.train INFO: Epoch[111] Iter[260/486] Loss: 0.086, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:54 transreid.train INFO: Epoch[111] Iter[270/486] Loss: 0.085, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:04:57 transreid.train INFO: Epoch[111] Iter[280/486] Loss: 0.084, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:01 transreid.train INFO: Epoch[111] Iter[290/486] Loss: 0.082, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:04 transreid.train INFO: Epoch[111] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:07 transreid.train INFO: Epoch[111] Iter[310/486] Loss: 0.080, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:11 transreid.train INFO: Epoch[111] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:14 transreid.train INFO: Epoch[111] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:18 transreid.train INFO: Epoch[111] Iter[340/486] Loss: 0.076, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:21 transreid.train INFO: Epoch[111] Iter[350/486] Loss: 0.075, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:24 transreid.train INFO: Epoch[111] Iter[360/486] Loss: 0.074, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:28 transreid.train INFO: Epoch[111] Iter[370/486] Loss: 0.073, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:31 transreid.train INFO: Epoch[111] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:35 transreid.train INFO: Epoch[111] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:38 transreid.train INFO: Epoch[111] Iter[400/486] Loss: 0.070, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:41 transreid.train INFO: Epoch[111] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:45 transreid.train INFO: Epoch[111] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:48 transreid.train INFO: Epoch[111] Iter[430/486] Loss: 0.067, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:52 transreid.train INFO: Epoch[111] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:55 transreid.train INFO: Epoch[111] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:05:58 transreid.train INFO: Epoch[111] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:06:02 transreid.train INFO: Epoch[111] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 6.31e-06
2024-05-21 16:06:03 transreid.train INFO: Epoch 111 done. Time per epoch: 165.163[s] Speed: 183.3[samples/s]
2024-05-21 16:06:11 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.129, Acc: 0.995, Base Lr: 5.16e-06
2024-05-21 16:06:14 transreid.train INFO: Epoch[112] Iter[20/486] Loss: 0.114, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:06:18 transreid.train INFO: Epoch[112] Iter[30/486] Loss: 0.111, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:06:21 transreid.train INFO: Epoch[112] Iter[40/486] Loss: 0.109, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:06:24 transreid.train INFO: Epoch[112] Iter[50/486] Loss: 0.107, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:06:28 transreid.train INFO: Epoch[112] Iter[60/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:31 transreid.train INFO: Epoch[112] Iter[70/486] Loss: 0.106, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:06:35 transreid.train INFO: Epoch[112] Iter[80/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:38 transreid.train INFO: Epoch[112] Iter[90/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:42 transreid.train INFO: Epoch[112] Iter[100/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:45 transreid.train INFO: Epoch[112] Iter[110/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:48 transreid.train INFO: Epoch[112] Iter[120/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:52 transreid.train INFO: Epoch[112] Iter[130/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:55 transreid.train INFO: Epoch[112] Iter[140/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:06:59 transreid.train INFO: Epoch[112] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:02 transreid.train INFO: Epoch[112] Iter[160/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:05 transreid.train INFO: Epoch[112] Iter[170/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:09 transreid.train INFO: Epoch[112] Iter[180/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:12 transreid.train INFO: Epoch[112] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:16 transreid.train INFO: Epoch[112] Iter[200/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:19 transreid.train INFO: Epoch[112] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:22 transreid.train INFO: Epoch[112] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:26 transreid.train INFO: Epoch[112] Iter[230/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.16e-06
2024-05-21 16:07:29 transreid.train INFO: Epoch[112] Iter[240/486] Loss: 0.089, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:33 transreid.train INFO: Epoch[112] Iter[250/486] Loss: 0.088, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:36 transreid.train INFO: Epoch[112] Iter[260/486] Loss: 0.088, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:39 transreid.train INFO: Epoch[112] Iter[270/486] Loss: 0.086, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:43 transreid.train INFO: Epoch[112] Iter[280/486] Loss: 0.085, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:46 transreid.train INFO: Epoch[112] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:50 transreid.train INFO: Epoch[112] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:53 transreid.train INFO: Epoch[112] Iter[310/486] Loss: 0.081, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:07:56 transreid.train INFO: Epoch[112] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:00 transreid.train INFO: Epoch[112] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:03 transreid.train INFO: Epoch[112] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:07 transreid.train INFO: Epoch[112] Iter[350/486] Loss: 0.077, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:10 transreid.train INFO: Epoch[112] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:14 transreid.train INFO: Epoch[112] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:17 transreid.train INFO: Epoch[112] Iter[380/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:20 transreid.train INFO: Epoch[112] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:24 transreid.train INFO: Epoch[112] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:27 transreid.train INFO: Epoch[112] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:31 transreid.train INFO: Epoch[112] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:34 transreid.train INFO: Epoch[112] Iter[430/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:37 transreid.train INFO: Epoch[112] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:41 transreid.train INFO: Epoch[112] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:44 transreid.train INFO: Epoch[112] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:48 transreid.train INFO: Epoch[112] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 5.16e-06
2024-05-21 16:08:49 transreid.train INFO: Epoch 112 done. Time per epoch: 165.398[s] Speed: 182.6[samples/s]
2024-05-21 16:08:57 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.100, Acc: 0.994, Base Lr: 4.14e-06
2024-05-21 16:09:00 transreid.train INFO: Epoch[113] Iter[20/486] Loss: 0.089, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:04 transreid.train INFO: Epoch[113] Iter[30/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:07 transreid.train INFO: Epoch[113] Iter[40/486] Loss: 0.100, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:10 transreid.train INFO: Epoch[113] Iter[50/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:14 transreid.train INFO: Epoch[113] Iter[60/486] Loss: 0.097, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:17 transreid.train INFO: Epoch[113] Iter[70/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:21 transreid.train INFO: Epoch[113] Iter[80/486] Loss: 0.101, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:24 transreid.train INFO: Epoch[113] Iter[90/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:27 transreid.train INFO: Epoch[113] Iter[100/486] Loss: 0.102, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:31 transreid.train INFO: Epoch[113] Iter[110/486] Loss: 0.101, Acc: 0.996, Base Lr: 4.14e-06
2024-05-21 16:09:34 transreid.train INFO: Epoch[113] Iter[120/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:38 transreid.train INFO: Epoch[113] Iter[130/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:41 transreid.train INFO: Epoch[113] Iter[140/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:45 transreid.train INFO: Epoch[113] Iter[150/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:48 transreid.train INFO: Epoch[113] Iter[160/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:51 transreid.train INFO: Epoch[113] Iter[170/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:55 transreid.train INFO: Epoch[113] Iter[180/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:09:58 transreid.train INFO: Epoch[113] Iter[190/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:02 transreid.train INFO: Epoch[113] Iter[200/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:05 transreid.train INFO: Epoch[113] Iter[210/486] Loss: 0.091, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:09 transreid.train INFO: Epoch[113] Iter[220/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:12 transreid.train INFO: Epoch[113] Iter[230/486] Loss: 0.088, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:16 transreid.train INFO: Epoch[113] Iter[240/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:19 transreid.train INFO: Epoch[113] Iter[250/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:22 transreid.train INFO: Epoch[113] Iter[260/486] Loss: 0.085, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:26 transreid.train INFO: Epoch[113] Iter[270/486] Loss: 0.084, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:29 transreid.train INFO: Epoch[113] Iter[280/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:33 transreid.train INFO: Epoch[113] Iter[290/486] Loss: 0.082, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:36 transreid.train INFO: Epoch[113] Iter[300/486] Loss: 0.081, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:40 transreid.train INFO: Epoch[113] Iter[310/486] Loss: 0.080, Acc: 0.997, Base Lr: 4.14e-06
2024-05-21 16:10:43 transreid.train INFO: Epoch[113] Iter[320/486] Loss: 0.078, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:10:46 transreid.train INFO: Epoch[113] Iter[330/486] Loss: 0.077, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:10:50 transreid.train INFO: Epoch[113] Iter[340/486] Loss: 0.076, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:10:53 transreid.train INFO: Epoch[113] Iter[350/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:10:57 transreid.train INFO: Epoch[113] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:00 transreid.train INFO: Epoch[113] Iter[370/486] Loss: 0.072, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:03 transreid.train INFO: Epoch[113] Iter[380/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:07 transreid.train INFO: Epoch[113] Iter[390/486] Loss: 0.070, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:10 transreid.train INFO: Epoch[113] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:14 transreid.train INFO: Epoch[113] Iter[410/486] Loss: 0.067, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:17 transreid.train INFO: Epoch[113] Iter[420/486] Loss: 0.066, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:21 transreid.train INFO: Epoch[113] Iter[430/486] Loss: 0.065, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:24 transreid.train INFO: Epoch[113] Iter[440/486] Loss: 0.064, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:28 transreid.train INFO: Epoch[113] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:31 transreid.train INFO: Epoch[113] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:34 transreid.train INFO: Epoch[113] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 4.14e-06
2024-05-21 16:11:37 transreid.train INFO: Epoch 113 done. Time per epoch: 167.849[s] Speed: 181.1[samples/s]
2024-05-21 16:11:44 transreid.train INFO: Epoch[114] Iter[10/486] Loss: 0.131, Acc: 0.995, Base Lr: 3.26e-06
2024-05-21 16:11:48 transreid.train INFO: Epoch[114] Iter[20/486] Loss: 0.121, Acc: 0.995, Base Lr: 3.26e-06
2024-05-21 16:11:51 transreid.train INFO: Epoch[114] Iter[30/486] Loss: 0.114, Acc: 0.996, Base Lr: 3.26e-06
2024-05-21 16:11:54 transreid.train INFO: Epoch[114] Iter[40/486] Loss: 0.112, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:11:58 transreid.train INFO: Epoch[114] Iter[50/486] Loss: 0.105, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:12:01 transreid.train INFO: Epoch[114] Iter[60/486] Loss: 0.106, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:05 transreid.train INFO: Epoch[114] Iter[70/486] Loss: 0.105, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:08 transreid.train INFO: Epoch[114] Iter[80/486] Loss: 0.106, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:11 transreid.train INFO: Epoch[114] Iter[90/486] Loss: 0.106, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:15 transreid.train INFO: Epoch[114] Iter[100/486] Loss: 0.103, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:18 transreid.train INFO: Epoch[114] Iter[110/486] Loss: 0.102, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:22 transreid.train INFO: Epoch[114] Iter[120/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:25 transreid.train INFO: Epoch[114] Iter[130/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:29 transreid.train INFO: Epoch[114] Iter[140/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:32 transreid.train INFO: Epoch[114] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:35 transreid.train INFO: Epoch[114] Iter[160/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:39 transreid.train INFO: Epoch[114] Iter[170/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:42 transreid.train INFO: Epoch[114] Iter[180/486] Loss: 0.094, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:46 transreid.train INFO: Epoch[114] Iter[190/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.26e-06
2024-05-21 16:12:49 transreid.train INFO: Epoch[114] Iter[200/486] Loss: 0.091, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:12:53 transreid.train INFO: Epoch[114] Iter[210/486] Loss: 0.090, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:12:56 transreid.train INFO: Epoch[114] Iter[220/486] Loss: 0.089, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:12:59 transreid.train INFO: Epoch[114] Iter[230/486] Loss: 0.089, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:03 transreid.train INFO: Epoch[114] Iter[240/486] Loss: 0.087, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:06 transreid.train INFO: Epoch[114] Iter[250/486] Loss: 0.086, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:10 transreid.train INFO: Epoch[114] Iter[260/486] Loss: 0.085, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:13 transreid.train INFO: Epoch[114] Iter[270/486] Loss: 0.084, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:17 transreid.train INFO: Epoch[114] Iter[280/486] Loss: 0.082, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:20 transreid.train INFO: Epoch[114] Iter[290/486] Loss: 0.081, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:23 transreid.train INFO: Epoch[114] Iter[300/486] Loss: 0.080, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:27 transreid.train INFO: Epoch[114] Iter[310/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:30 transreid.train INFO: Epoch[114] Iter[320/486] Loss: 0.078, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:34 transreid.train INFO: Epoch[114] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:37 transreid.train INFO: Epoch[114] Iter[340/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:41 transreid.train INFO: Epoch[114] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:44 transreid.train INFO: Epoch[114] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:47 transreid.train INFO: Epoch[114] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:51 transreid.train INFO: Epoch[114] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:54 transreid.train INFO: Epoch[114] Iter[390/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:13:58 transreid.train INFO: Epoch[114] Iter[400/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:01 transreid.train INFO: Epoch[114] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:05 transreid.train INFO: Epoch[114] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:08 transreid.train INFO: Epoch[114] Iter[430/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:11 transreid.train INFO: Epoch[114] Iter[440/486] Loss: 0.066, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:15 transreid.train INFO: Epoch[114] Iter[450/486] Loss: 0.065, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:18 transreid.train INFO: Epoch[114] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:22 transreid.train INFO: Epoch[114] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 3.26e-06
2024-05-21 16:14:23 transreid.train INFO: Epoch 114 done. Time per epoch: 166.609[s] Speed: 181.7[samples/s]
2024-05-21 16:14:31 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.131, Acc: 0.995, Base Lr: 2.51e-06
2024-05-21 16:14:34 transreid.train INFO: Epoch[115] Iter[20/486] Loss: 0.124, Acc: 0.996, Base Lr: 2.51e-06
2024-05-21 16:14:38 transreid.train INFO: Epoch[115] Iter[30/486] Loss: 0.119, Acc: 0.996, Base Lr: 2.51e-06
2024-05-21 16:14:41 transreid.train INFO: Epoch[115] Iter[40/486] Loss: 0.107, Acc: 0.997, Base Lr: 2.51e-06
2024-05-21 16:14:44 transreid.train INFO: Epoch[115] Iter[50/486] Loss: 0.111, Acc: 0.997, Base Lr: 2.51e-06
2024-05-21 16:14:48 transreid.train INFO: Epoch[115] Iter[60/486] Loss: 0.108, Acc: 0.997, Base Lr: 2.51e-06
2024-05-21 16:14:51 transreid.train INFO: Epoch[115] Iter[70/486] Loss: 0.108, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:14:55 transreid.train INFO: Epoch[115] Iter[80/486] Loss: 0.106, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:14:58 transreid.train INFO: Epoch[115] Iter[90/486] Loss: 0.106, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:02 transreid.train INFO: Epoch[115] Iter[100/486] Loss: 0.104, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:05 transreid.train INFO: Epoch[115] Iter[110/486] Loss: 0.102, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:08 transreid.train INFO: Epoch[115] Iter[120/486] Loss: 0.100, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:12 transreid.train INFO: Epoch[115] Iter[130/486] Loss: 0.099, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:15 transreid.train INFO: Epoch[115] Iter[140/486] Loss: 0.097, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:19 transreid.train INFO: Epoch[115] Iter[150/486] Loss: 0.095, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:22 transreid.train INFO: Epoch[115] Iter[160/486] Loss: 0.095, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:26 transreid.train INFO: Epoch[115] Iter[170/486] Loss: 0.094, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:29 transreid.train INFO: Epoch[115] Iter[180/486] Loss: 0.092, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:32 transreid.train INFO: Epoch[115] Iter[190/486] Loss: 0.091, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:36 transreid.train INFO: Epoch[115] Iter[200/486] Loss: 0.090, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:39 transreid.train INFO: Epoch[115] Iter[210/486] Loss: 0.089, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:43 transreid.train INFO: Epoch[115] Iter[220/486] Loss: 0.088, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:46 transreid.train INFO: Epoch[115] Iter[230/486] Loss: 0.087, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:49 transreid.train INFO: Epoch[115] Iter[240/486] Loss: 0.086, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:53 transreid.train INFO: Epoch[115] Iter[250/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:15:56 transreid.train INFO: Epoch[115] Iter[260/486] Loss: 0.083, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:00 transreid.train INFO: Epoch[115] Iter[270/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:03 transreid.train INFO: Epoch[115] Iter[280/486] Loss: 0.081, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:06 transreid.train INFO: Epoch[115] Iter[290/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:10 transreid.train INFO: Epoch[115] Iter[300/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:13 transreid.train INFO: Epoch[115] Iter[310/486] Loss: 0.078, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:17 transreid.train INFO: Epoch[115] Iter[320/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:20 transreid.train INFO: Epoch[115] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:24 transreid.train INFO: Epoch[115] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:27 transreid.train INFO: Epoch[115] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:30 transreid.train INFO: Epoch[115] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:34 transreid.train INFO: Epoch[115] Iter[370/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:37 transreid.train INFO: Epoch[115] Iter[380/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:41 transreid.train INFO: Epoch[115] Iter[390/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:44 transreid.train INFO: Epoch[115] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:47 transreid.train INFO: Epoch[115] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:51 transreid.train INFO: Epoch[115] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:54 transreid.train INFO: Epoch[115] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:16:58 transreid.train INFO: Epoch[115] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:17:01 transreid.train INFO: Epoch[115] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:17:05 transreid.train INFO: Epoch[115] Iter[460/486] Loss: 0.062, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:17:08 transreid.train INFO: Epoch[115] Iter[470/486] Loss: 0.061, Acc: 0.998, Base Lr: 2.51e-06
2024-05-21 16:17:10 transreid.train INFO: Epoch 115 done. Time per epoch: 166.415[s] Speed: 181.9[samples/s]
2024-05-21 16:17:18 transreid.train INFO: Epoch[116] Iter[10/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.89e-06
2024-05-21 16:17:21 transreid.train INFO: Epoch[116] Iter[20/486] Loss: 0.105, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:17:25 transreid.train INFO: Epoch[116] Iter[30/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:28 transreid.train INFO: Epoch[116] Iter[40/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.89e-06
2024-05-21 16:17:32 transreid.train INFO: Epoch[116] Iter[50/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.89e-06
2024-05-21 16:17:35 transreid.train INFO: Epoch[116] Iter[60/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:39 transreid.train INFO: Epoch[116] Iter[70/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:42 transreid.train INFO: Epoch[116] Iter[80/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:45 transreid.train INFO: Epoch[116] Iter[90/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:49 transreid.train INFO: Epoch[116] Iter[100/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.89e-06
2024-05-21 16:17:52 transreid.train INFO: Epoch[116] Iter[110/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:56 transreid.train INFO: Epoch[116] Iter[120/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:17:59 transreid.train INFO: Epoch[116] Iter[130/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:03 transreid.train INFO: Epoch[116] Iter[140/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:06 transreid.train INFO: Epoch[116] Iter[150/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:09 transreid.train INFO: Epoch[116] Iter[160/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:13 transreid.train INFO: Epoch[116] Iter[170/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:16 transreid.train INFO: Epoch[116] Iter[180/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:20 transreid.train INFO: Epoch[116] Iter[190/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:23 transreid.train INFO: Epoch[116] Iter[200/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:26 transreid.train INFO: Epoch[116] Iter[210/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:30 transreid.train INFO: Epoch[116] Iter[220/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:33 transreid.train INFO: Epoch[116] Iter[230/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.89e-06
2024-05-21 16:18:37 transreid.train INFO: Epoch[116] Iter[240/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:40 transreid.train INFO: Epoch[116] Iter[250/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:44 transreid.train INFO: Epoch[116] Iter[260/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:47 transreid.train INFO: Epoch[116] Iter[270/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:50 transreid.train INFO: Epoch[116] Iter[280/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:54 transreid.train INFO: Epoch[116] Iter[290/486] Loss: 0.081, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:18:57 transreid.train INFO: Epoch[116] Iter[300/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:01 transreid.train INFO: Epoch[116] Iter[310/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:04 transreid.train INFO: Epoch[116] Iter[320/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:08 transreid.train INFO: Epoch[116] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:11 transreid.train INFO: Epoch[116] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:14 transreid.train INFO: Epoch[116] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:18 transreid.train INFO: Epoch[116] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:21 transreid.train INFO: Epoch[116] Iter[370/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:25 transreid.train INFO: Epoch[116] Iter[380/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:28 transreid.train INFO: Epoch[116] Iter[390/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:32 transreid.train INFO: Epoch[116] Iter[400/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:35 transreid.train INFO: Epoch[116] Iter[410/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:38 transreid.train INFO: Epoch[116] Iter[420/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:42 transreid.train INFO: Epoch[116] Iter[430/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:45 transreid.train INFO: Epoch[116] Iter[440/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:49 transreid.train INFO: Epoch[116] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:52 transreid.train INFO: Epoch[116] Iter[460/486] Loss: 0.062, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:56 transreid.train INFO: Epoch[116] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 1.89e-06
2024-05-21 16:19:57 transreid.train INFO: Epoch 116 done. Time per epoch: 167.403[s] Speed: 180.8[samples/s]
2024-05-21 16:20:06 transreid.train INFO: Epoch[117] Iter[10/486] Loss: 0.124, Acc: 0.989, Base Lr: 1.42e-06
2024-05-21 16:20:09 transreid.train INFO: Epoch[117] Iter[20/486] Loss: 0.130, Acc: 0.990, Base Lr: 1.42e-06
2024-05-21 16:20:12 transreid.train INFO: Epoch[117] Iter[30/486] Loss: 0.118, Acc: 0.992, Base Lr: 1.42e-06
2024-05-21 16:20:16 transreid.train INFO: Epoch[117] Iter[40/486] Loss: 0.115, Acc: 0.994, Base Lr: 1.42e-06
2024-05-21 16:20:19 transreid.train INFO: Epoch[117] Iter[50/486] Loss: 0.115, Acc: 0.994, Base Lr: 1.42e-06
2024-05-21 16:20:23 transreid.train INFO: Epoch[117] Iter[60/486] Loss: 0.108, Acc: 0.995, Base Lr: 1.42e-06
2024-05-21 16:20:26 transreid.train INFO: Epoch[117] Iter[70/486] Loss: 0.107, Acc: 0.995, Base Lr: 1.42e-06
2024-05-21 16:20:29 transreid.train INFO: Epoch[117] Iter[80/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.42e-06
2024-05-21 16:20:33 transreid.train INFO: Epoch[117] Iter[90/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.42e-06
2024-05-21 16:20:36 transreid.train INFO: Epoch[117] Iter[100/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.42e-06
2024-05-21 16:20:40 transreid.train INFO: Epoch[117] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:20:43 transreid.train INFO: Epoch[117] Iter[120/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:20:47 transreid.train INFO: Epoch[117] Iter[130/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:20:50 transreid.train INFO: Epoch[117] Iter[140/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:20:53 transreid.train INFO: Epoch[117] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:20:57 transreid.train INFO: Epoch[117] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:21:00 transreid.train INFO: Epoch[117] Iter[170/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:21:04 transreid.train INFO: Epoch[117] Iter[180/486] Loss: 0.095, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:07 transreid.train INFO: Epoch[117] Iter[190/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:21:10 transreid.train INFO: Epoch[117] Iter[200/486] Loss: 0.092, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:14 transreid.train INFO: Epoch[117] Iter[210/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.42e-06
2024-05-21 16:21:17 transreid.train INFO: Epoch[117] Iter[220/486] Loss: 0.090, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:21 transreid.train INFO: Epoch[117] Iter[230/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:24 transreid.train INFO: Epoch[117] Iter[240/486] Loss: 0.088, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:27 transreid.train INFO: Epoch[117] Iter[250/486] Loss: 0.086, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:31 transreid.train INFO: Epoch[117] Iter[260/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:34 transreid.train INFO: Epoch[117] Iter[270/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:38 transreid.train INFO: Epoch[117] Iter[280/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:41 transreid.train INFO: Epoch[117] Iter[290/486] Loss: 0.081, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:44 transreid.train INFO: Epoch[117] Iter[300/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:48 transreid.train INFO: Epoch[117] Iter[310/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:51 transreid.train INFO: Epoch[117] Iter[320/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:55 transreid.train INFO: Epoch[117] Iter[330/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:21:58 transreid.train INFO: Epoch[117] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:01 transreid.train INFO: Epoch[117] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:05 transreid.train INFO: Epoch[117] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:08 transreid.train INFO: Epoch[117] Iter[370/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:12 transreid.train INFO: Epoch[117] Iter[380/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:15 transreid.train INFO: Epoch[117] Iter[390/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:18 transreid.train INFO: Epoch[117] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:22 transreid.train INFO: Epoch[117] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:25 transreid.train INFO: Epoch[117] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:29 transreid.train INFO: Epoch[117] Iter[430/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:32 transreid.train INFO: Epoch[117] Iter[440/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:35 transreid.train INFO: Epoch[117] Iter[450/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:39 transreid.train INFO: Epoch[117] Iter[460/486] Loss: 0.062, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:42 transreid.train INFO: Epoch[117] Iter[470/486] Loss: 0.061, Acc: 0.998, Base Lr: 1.42e-06
2024-05-21 16:22:44 transreid.train INFO: Epoch 117 done. Time per epoch: 167.364[s] Speed: 181.6[samples/s]
2024-05-21 16:22:52 transreid.train INFO: Epoch[118] Iter[10/486] Loss: 0.145, Acc: 0.992, Base Lr: 1.07e-06
2024-05-21 16:22:55 transreid.train INFO: Epoch[118] Iter[20/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.07e-06
2024-05-21 16:22:59 transreid.train INFO: Epoch[118] Iter[30/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:02 transreid.train INFO: Epoch[118] Iter[40/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:06 transreid.train INFO: Epoch[118] Iter[50/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:09 transreid.train INFO: Epoch[118] Iter[60/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.07e-06
2024-05-21 16:23:12 transreid.train INFO: Epoch[118] Iter[70/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:16 transreid.train INFO: Epoch[118] Iter[80/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:19 transreid.train INFO: Epoch[118] Iter[90/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:23 transreid.train INFO: Epoch[118] Iter[100/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:26 transreid.train INFO: Epoch[118] Iter[110/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:29 transreid.train INFO: Epoch[118] Iter[120/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.07e-06
2024-05-21 16:23:33 transreid.train INFO: Epoch[118] Iter[130/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:36 transreid.train INFO: Epoch[118] Iter[140/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:40 transreid.train INFO: Epoch[118] Iter[150/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:43 transreid.train INFO: Epoch[118] Iter[160/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:46 transreid.train INFO: Epoch[118] Iter[170/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:50 transreid.train INFO: Epoch[118] Iter[180/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:53 transreid.train INFO: Epoch[118] Iter[190/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:23:57 transreid.train INFO: Epoch[118] Iter[200/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:00 transreid.train INFO: Epoch[118] Iter[210/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:03 transreid.train INFO: Epoch[118] Iter[220/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:07 transreid.train INFO: Epoch[118] Iter[230/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:10 transreid.train INFO: Epoch[118] Iter[240/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:14 transreid.train INFO: Epoch[118] Iter[250/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:17 transreid.train INFO: Epoch[118] Iter[260/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:20 transreid.train INFO: Epoch[118] Iter[270/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:24 transreid.train INFO: Epoch[118] Iter[280/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.07e-06
2024-05-21 16:24:27 transreid.train INFO: Epoch[118] Iter[290/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:31 transreid.train INFO: Epoch[118] Iter[300/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:34 transreid.train INFO: Epoch[118] Iter[310/486] Loss: 0.081, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:37 transreid.train INFO: Epoch[118] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:41 transreid.train INFO: Epoch[118] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:44 transreid.train INFO: Epoch[118] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:47 transreid.train INFO: Epoch[118] Iter[350/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:51 transreid.train INFO: Epoch[118] Iter[360/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:54 transreid.train INFO: Epoch[118] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:24:58 transreid.train INFO: Epoch[118] Iter[380/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:01 transreid.train INFO: Epoch[118] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:04 transreid.train INFO: Epoch[118] Iter[400/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:08 transreid.train INFO: Epoch[118] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:11 transreid.train INFO: Epoch[118] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:15 transreid.train INFO: Epoch[118] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:18 transreid.train INFO: Epoch[118] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:21 transreid.train INFO: Epoch[118] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:25 transreid.train INFO: Epoch[118] Iter[460/486] Loss: 0.064, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:28 transreid.train INFO: Epoch[118] Iter[470/486] Loss: 0.063, Acc: 0.998, Base Lr: 1.07e-06
2024-05-21 16:25:30 transreid.train INFO: Epoch 118 done. Time per epoch: 165.982[s] Speed: 183.2[samples/s]
2024-05-21 16:25:38 transreid.train INFO: Epoch[119] Iter[10/486] Loss: 0.099, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:41 transreid.train INFO: Epoch[119] Iter[20/486] Loss: 0.093, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:45 transreid.train INFO: Epoch[119] Iter[30/486] Loss: 0.099, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:48 transreid.train INFO: Epoch[119] Iter[40/486] Loss: 0.096, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:52 transreid.train INFO: Epoch[119] Iter[50/486] Loss: 0.100, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:55 transreid.train INFO: Epoch[119] Iter[60/486] Loss: 0.103, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:25:58 transreid.train INFO: Epoch[119] Iter[70/486] Loss: 0.100, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:26:02 transreid.train INFO: Epoch[119] Iter[80/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:05 transreid.train INFO: Epoch[119] Iter[90/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:08 transreid.train INFO: Epoch[119] Iter[100/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:12 transreid.train INFO: Epoch[119] Iter[110/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:15 transreid.train INFO: Epoch[119] Iter[120/486] Loss: 0.100, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:19 transreid.train INFO: Epoch[119] Iter[130/486] Loss: 0.097, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:22 transreid.train INFO: Epoch[119] Iter[140/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:25 transreid.train INFO: Epoch[119] Iter[150/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:29 transreid.train INFO: Epoch[119] Iter[160/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:32 transreid.train INFO: Epoch[119] Iter[170/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:36 transreid.train INFO: Epoch[119] Iter[180/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:39 transreid.train INFO: Epoch[119] Iter[190/486] Loss: 0.092, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:42 transreid.train INFO: Epoch[119] Iter[200/486] Loss: 0.091, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:46 transreid.train INFO: Epoch[119] Iter[210/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:49 transreid.train INFO: Epoch[119] Iter[220/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:53 transreid.train INFO: Epoch[119] Iter[230/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:26:56 transreid.train INFO: Epoch[119] Iter[240/486] Loss: 0.086, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:26:59 transreid.train INFO: Epoch[119] Iter[250/486] Loss: 0.085, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:03 transreid.train INFO: Epoch[119] Iter[260/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.68e-07
2024-05-21 16:27:06 transreid.train INFO: Epoch[119] Iter[270/486] Loss: 0.083, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:09 transreid.train INFO: Epoch[119] Iter[280/486] Loss: 0.081, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:13 transreid.train INFO: Epoch[119] Iter[290/486] Loss: 0.080, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:16 transreid.train INFO: Epoch[119] Iter[300/486] Loss: 0.079, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:20 transreid.train INFO: Epoch[119] Iter[310/486] Loss: 0.078, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:23 transreid.train INFO: Epoch[119] Iter[320/486] Loss: 0.077, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:26 transreid.train INFO: Epoch[119] Iter[330/486] Loss: 0.076, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:30 transreid.train INFO: Epoch[119] Iter[340/486] Loss: 0.075, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:33 transreid.train INFO: Epoch[119] Iter[350/486] Loss: 0.074, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:36 transreid.train INFO: Epoch[119] Iter[360/486] Loss: 0.073, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:40 transreid.train INFO: Epoch[119] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:43 transreid.train INFO: Epoch[119] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:47 transreid.train INFO: Epoch[119] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:50 transreid.train INFO: Epoch[119] Iter[400/486] Loss: 0.070, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:53 transreid.train INFO: Epoch[119] Iter[410/486] Loss: 0.069, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:27:57 transreid.train INFO: Epoch[119] Iter[420/486] Loss: 0.067, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:00 transreid.train INFO: Epoch[119] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:04 transreid.train INFO: Epoch[119] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:07 transreid.train INFO: Epoch[119] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:10 transreid.train INFO: Epoch[119] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:14 transreid.train INFO: Epoch[119] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 8.68e-07
2024-05-21 16:28:16 transreid.train INFO: Epoch 119 done. Time per epoch: 165.106[s] Speed: 183.7[samples/s]
2024-05-21 16:28:23 transreid.train INFO: Epoch[120] Iter[10/486] Loss: 0.110, Acc: 0.995, Base Lr: 8.00e-07
2024-05-21 16:28:27 transreid.train INFO: Epoch[120] Iter[20/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:30 transreid.train INFO: Epoch[120] Iter[30/486] Loss: 0.107, Acc: 0.996, Base Lr: 8.00e-07
2024-05-21 16:28:34 transreid.train INFO: Epoch[120] Iter[40/486] Loss: 0.106, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:37 transreid.train INFO: Epoch[120] Iter[50/486] Loss: 0.106, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:28:40 transreid.train INFO: Epoch[120] Iter[60/486] Loss: 0.109, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:44 transreid.train INFO: Epoch[120] Iter[70/486] Loss: 0.107, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:47 transreid.train INFO: Epoch[120] Iter[80/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:51 transreid.train INFO: Epoch[120] Iter[90/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:54 transreid.train INFO: Epoch[120] Iter[100/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:28:57 transreid.train INFO: Epoch[120] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:01 transreid.train INFO: Epoch[120] Iter[120/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:04 transreid.train INFO: Epoch[120] Iter[130/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:08 transreid.train INFO: Epoch[120] Iter[140/486] Loss: 0.100, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:11 transreid.train INFO: Epoch[120] Iter[150/486] Loss: 0.099, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:14 transreid.train INFO: Epoch[120] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:18 transreid.train INFO: Epoch[120] Iter[170/486] Loss: 0.097, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:21 transreid.train INFO: Epoch[120] Iter[180/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:25 transreid.train INFO: Epoch[120] Iter[190/486] Loss: 0.094, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:29:28 transreid.train INFO: Epoch[120] Iter[200/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:31 transreid.train INFO: Epoch[120] Iter[210/486] Loss: 0.091, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:35 transreid.train INFO: Epoch[120] Iter[220/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:38 transreid.train INFO: Epoch[120] Iter[230/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:42 transreid.train INFO: Epoch[120] Iter[240/486] Loss: 0.088, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:45 transreid.train INFO: Epoch[120] Iter[250/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:49 transreid.train INFO: Epoch[120] Iter[260/486] Loss: 0.086, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:52 transreid.train INFO: Epoch[120] Iter[270/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:55 transreid.train INFO: Epoch[120] Iter[280/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.00e-07
2024-05-21 16:29:59 transreid.train INFO: Epoch[120] Iter[290/486] Loss: 0.082, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:02 transreid.train INFO: Epoch[120] Iter[300/486] Loss: 0.081, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:06 transreid.train INFO: Epoch[120] Iter[310/486] Loss: 0.080, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:09 transreid.train INFO: Epoch[120] Iter[320/486] Loss: 0.079, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:12 transreid.train INFO: Epoch[120] Iter[330/486] Loss: 0.078, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:16 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.077, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:19 transreid.train INFO: Epoch[120] Iter[350/486] Loss: 0.075, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:23 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.074, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:26 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.073, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:30 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.072, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:33 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.071, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:36 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.069, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:40 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.068, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:43 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.068, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:47 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.066, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:50 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.065, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:53 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.064, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:30:57 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.063, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:31:00 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.062, Acc: 0.998, Base Lr: 8.00e-07
2024-05-21 16:31:02 transreid.train INFO: Epoch 120 done. Time per epoch: 166.666[s] Speed: 182.0[samples/s]
2024-05-21 16:38:16 transreid.train INFO: Validation Results - Epoch: 120
2024-05-21 16:38:16 transreid.train INFO: mAP: 62.8%
2024-05-21 16:38:16 transreid.train INFO: CMC curve, Rank-1  :83.0%
2024-05-21 16:38:16 transreid.train INFO: CMC curve, Rank-5  :90.2%
2024-05-21 16:38:16 transreid.train INFO: CMC curve, Rank-10 :92.4%
