2024-05-18 21:15:32 transreid INFO: Saving model in the path :log/bs_exp/VOLO_D2_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-18 21:15:32 transreid INFO: Loaded configuration file configs/msmt17/volo_d2.yml
2024-05-18 21:15:32 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 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_d2
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/VOLO_D2.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_D2_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: 
2024-05-18 21:15:33 transreid.check INFO: Dataset statistics:
2024-05-18 21:15:33 transreid.check INFO:   ----------------------------------------
2024-05-18 21:15:33 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-18 21:15:33 transreid.check INFO:   ----------------------------------------
2024-05-18 21:15:33 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-18 21:15:33 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-18 21:15:33 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-18 21:15:33 transreid.check INFO:   ----------------------------------------
2024-05-18 21:15:38 transreid INFO: ===========using cosine learning rate=======
2024-05-18 21:15:38 transreid.train INFO: start training
2024-05-18 21:15:45 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 21.651, Acc: 0.000, Base Lr: 2.38e-05
2024-05-18 21:15:48 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 20.354, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:15:50 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 18.696, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:15:53 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 17.522, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:15:55 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 16.502, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:15:58 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 15.890, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:16:00 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 15.451, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:02 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 15.165, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:05 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 15.029, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:07 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 14.636, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:10 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 14.403, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:12 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 14.139, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:15 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 13.989, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:17 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 13.828, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:20 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 13.668, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:22 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 13.533, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:24 transreid.train INFO: Epoch[1] Iter[170/486] Loss: 13.392, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:27 transreid.train INFO: Epoch[1] Iter[180/486] Loss: 13.285, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:29 transreid.train INFO: Epoch[1] Iter[190/486] Loss: 13.218, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:32 transreid.train INFO: Epoch[1] Iter[200/486] Loss: 13.124, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:34 transreid.train INFO: Epoch[1] Iter[210/486] Loss: 13.053, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:37 transreid.train INFO: Epoch[1] Iter[220/486] Loss: 12.941, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:39 transreid.train INFO: Epoch[1] Iter[230/486] Loss: 12.828, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:42 transreid.train INFO: Epoch[1] Iter[240/486] Loss: 12.753, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:44 transreid.train INFO: Epoch[1] Iter[250/486] Loss: 12.672, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:46 transreid.train INFO: Epoch[1] Iter[260/486] Loss: 12.598, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:49 transreid.train INFO: Epoch[1] Iter[270/486] Loss: 12.518, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:51 transreid.train INFO: Epoch[1] Iter[280/486] Loss: 12.457, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:54 transreid.train INFO: Epoch[1] Iter[290/486] Loss: 12.379, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:56 transreid.train INFO: Epoch[1] Iter[300/486] Loss: 12.299, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:16:59 transreid.train INFO: Epoch[1] Iter[310/486] Loss: 12.230, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:01 transreid.train INFO: Epoch[1] Iter[320/486] Loss: 12.161, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 21:17:04 transreid.train INFO: Epoch[1] Iter[330/486] Loss: 12.097, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:06 transreid.train INFO: Epoch[1] Iter[340/486] Loss: 12.073, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:09 transreid.train INFO: Epoch[1] Iter[350/486] Loss: 12.017, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:11 transreid.train INFO: Epoch[1] Iter[360/486] Loss: 11.962, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:14 transreid.train INFO: Epoch[1] Iter[370/486] Loss: 11.923, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:16 transreid.train INFO: Epoch[1] Iter[380/486] Loss: 11.877, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:18 transreid.train INFO: Epoch[1] Iter[390/486] Loss: 11.828, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:21 transreid.train INFO: Epoch[1] Iter[400/486] Loss: 11.774, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:23 transreid.train INFO: Epoch[1] Iter[410/486] Loss: 11.726, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:26 transreid.train INFO: Epoch[1] Iter[420/486] Loss: 11.697, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:28 transreid.train INFO: Epoch[1] Iter[430/486] Loss: 11.647, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:31 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 11.623, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:33 transreid.train INFO: Epoch[1] Iter[450/486] Loss: 11.586, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:36 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 11.548, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:38 transreid.train INFO: Epoch[1] Iter[470/486] Loss: 11.499, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 21:17:40 transreid.train INFO: Epoch 1 done. Time per epoch: 120.899[s] Speed: 251.4[samples/s]
2024-05-18 21:17:43 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.831, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:17:45 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.064, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:17:48 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 9.190, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 21:17:50 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 9.168, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 21:17:53 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 9.092, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:17:55 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 9.008, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:17:58 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 8.945, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 21:18:00 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 8.840, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:03 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 8.765, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 21:18:05 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 8.658, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 21:18:07 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 8.598, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 21:18:10 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 8.532, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 21:18:12 transreid.train INFO: Epoch[2] Iter[130/486] Loss: 8.478, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:15 transreid.train INFO: Epoch[2] Iter[140/486] Loss: 8.428, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:17 transreid.train INFO: Epoch[2] Iter[150/486] Loss: 8.376, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:20 transreid.train INFO: Epoch[2] Iter[160/486] Loss: 8.335, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:22 transreid.train INFO: Epoch[2] Iter[170/486] Loss: 8.295, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:25 transreid.train INFO: Epoch[2] Iter[180/486] Loss: 8.257, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:27 transreid.train INFO: Epoch[2] Iter[190/486] Loss: 8.219, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:30 transreid.train INFO: Epoch[2] Iter[200/486] Loss: 8.190, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 21:18:32 transreid.train INFO: Epoch[2] Iter[210/486] Loss: 8.161, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 21:18:34 transreid.train INFO: Epoch[2] Iter[220/486] Loss: 8.135, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 21:18:37 transreid.train INFO: Epoch[2] Iter[230/486] Loss: 8.109, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 21:18:39 transreid.train INFO: Epoch[2] Iter[240/486] Loss: 8.085, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:18:42 transreid.train INFO: Epoch[2] Iter[250/486] Loss: 8.064, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:18:44 transreid.train INFO: Epoch[2] Iter[260/486] Loss: 8.046, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:18:47 transreid.train INFO: Epoch[2] Iter[270/486] Loss: 8.028, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 21:18:49 transreid.train INFO: Epoch[2] Iter[280/486] Loss: 8.013, Acc: 0.006, Base Lr: 4.36e-05
2024-05-18 21:18:52 transreid.train INFO: Epoch[2] Iter[290/486] Loss: 7.994, Acc: 0.007, Base Lr: 4.36e-05
2024-05-18 21:18:54 transreid.train INFO: Epoch[2] Iter[300/486] Loss: 7.981, Acc: 0.007, Base Lr: 4.36e-05
2024-05-18 21:18:57 transreid.train INFO: Epoch[2] Iter[310/486] Loss: 7.968, Acc: 0.007, Base Lr: 4.36e-05
2024-05-18 21:18:59 transreid.train INFO: Epoch[2] Iter[320/486] Loss: 7.955, Acc: 0.008, Base Lr: 4.36e-05
2024-05-18 21:19:02 transreid.train INFO: Epoch[2] Iter[330/486] Loss: 7.942, Acc: 0.008, Base Lr: 4.36e-05
2024-05-18 21:19:04 transreid.train INFO: Epoch[2] Iter[340/486] Loss: 7.931, Acc: 0.009, Base Lr: 4.36e-05
2024-05-18 21:19:07 transreid.train INFO: Epoch[2] Iter[350/486] Loss: 7.920, Acc: 0.010, Base Lr: 4.36e-05
2024-05-18 21:19:09 transreid.train INFO: Epoch[2] Iter[360/486] Loss: 7.909, Acc: 0.011, Base Lr: 4.36e-05
2024-05-18 21:19:12 transreid.train INFO: Epoch[2] Iter[370/486] Loss: 7.900, Acc: 0.012, Base Lr: 4.36e-05
2024-05-18 21:19:14 transreid.train INFO: Epoch[2] Iter[380/486] Loss: 7.889, Acc: 0.013, Base Lr: 4.36e-05
2024-05-18 21:19:16 transreid.train INFO: Epoch[2] Iter[390/486] Loss: 7.879, Acc: 0.015, Base Lr: 4.36e-05
2024-05-18 21:19:19 transreid.train INFO: Epoch[2] Iter[400/486] Loss: 7.870, Acc: 0.016, Base Lr: 4.36e-05
2024-05-18 21:19:21 transreid.train INFO: Epoch[2] Iter[410/486] Loss: 7.862, Acc: 0.018, Base Lr: 4.36e-05
2024-05-18 21:19:24 transreid.train INFO: Epoch[2] Iter[420/486] Loss: 7.857, Acc: 0.021, Base Lr: 4.36e-05
2024-05-18 21:19:26 transreid.train INFO: Epoch[2] Iter[430/486] Loss: 7.850, Acc: 0.024, Base Lr: 4.36e-05
2024-05-18 21:19:29 transreid.train INFO: Epoch[2] Iter[440/486] Loss: 7.842, Acc: 0.028, Base Lr: 4.36e-05
2024-05-18 21:19:31 transreid.train INFO: Epoch[2] Iter[450/486] Loss: 7.837, Acc: 0.032, Base Lr: 4.36e-05
2024-05-18 21:19:34 transreid.train INFO: Epoch[2] Iter[460/486] Loss: 7.831, Acc: 0.036, Base Lr: 4.36e-05
2024-05-18 21:19:36 transreid.train INFO: Epoch[2] Iter[470/486] Loss: 7.825, Acc: 0.043, Base Lr: 4.36e-05
2024-05-18 21:19:38 transreid.train INFO: Epoch 2 done. Time per epoch: 117.973[s] Speed: 257.7[samples/s]
2024-05-18 21:19:41 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.499, Acc: 0.066, Base Lr: 6.34e-05
2024-05-18 21:19:43 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.462, Acc: 0.052, Base Lr: 6.34e-05
2024-05-18 21:19:46 transreid.train INFO: Epoch[3] Iter[30/486] Loss: 7.462, Acc: 0.062, Base Lr: 6.34e-05
2024-05-18 21:19:48 transreid.train INFO: Epoch[3] Iter[40/486] Loss: 7.475, Acc: 0.057, Base Lr: 6.34e-05
2024-05-18 21:19:51 transreid.train INFO: Epoch[3] Iter[50/486] Loss: 7.456, Acc: 0.064, Base Lr: 6.34e-05
2024-05-18 21:19:53 transreid.train INFO: Epoch[3] Iter[60/486] Loss: 7.450, Acc: 0.061, Base Lr: 6.34e-05
2024-05-18 21:19:56 transreid.train INFO: Epoch[3] Iter[70/486] Loss: 7.430, Acc: 0.062, Base Lr: 6.34e-05
2024-05-18 21:19:58 transreid.train INFO: Epoch[3] Iter[80/486] Loss: 7.435, Acc: 0.062, Base Lr: 6.34e-05
2024-05-18 21:20:01 transreid.train INFO: Epoch[3] Iter[90/486] Loss: 7.430, Acc: 0.061, Base Lr: 6.34e-05
2024-05-18 21:20:03 transreid.train INFO: Epoch[3] Iter[100/486] Loss: 7.425, Acc: 0.061, Base Lr: 6.34e-05
2024-05-18 21:20:06 transreid.train INFO: Epoch[3] Iter[110/486] Loss: 7.422, Acc: 0.063, Base Lr: 6.34e-05
2024-05-18 21:20:08 transreid.train INFO: Epoch[3] Iter[120/486] Loss: 7.420, Acc: 0.064, Base Lr: 6.34e-05
2024-05-18 21:20:10 transreid.train INFO: Epoch[3] Iter[130/486] Loss: 7.414, Acc: 0.066, Base Lr: 6.34e-05
2024-05-18 21:20:13 transreid.train INFO: Epoch[3] Iter[140/486] Loss: 7.415, Acc: 0.068, Base Lr: 6.34e-05
2024-05-18 21:20:15 transreid.train INFO: Epoch[3] Iter[150/486] Loss: 7.413, Acc: 0.068, Base Lr: 6.34e-05
2024-05-18 21:20:18 transreid.train INFO: Epoch[3] Iter[160/486] Loss: 7.415, Acc: 0.072, Base Lr: 6.34e-05
2024-05-18 21:20:20 transreid.train INFO: Epoch[3] Iter[170/486] Loss: 7.415, Acc: 0.073, Base Lr: 6.34e-05
2024-05-18 21:20:23 transreid.train INFO: Epoch[3] Iter[180/486] Loss: 7.412, Acc: 0.076, Base Lr: 6.34e-05
2024-05-18 21:20:25 transreid.train INFO: Epoch[3] Iter[190/486] Loss: 7.406, Acc: 0.077, Base Lr: 6.34e-05
2024-05-18 21:20:28 transreid.train INFO: Epoch[3] Iter[200/486] Loss: 7.402, Acc: 0.079, Base Lr: 6.34e-05
2024-05-18 21:20:30 transreid.train INFO: Epoch[3] Iter[210/486] Loss: 7.400, Acc: 0.082, Base Lr: 6.34e-05
2024-05-18 21:20:33 transreid.train INFO: Epoch[3] Iter[220/486] Loss: 7.399, Acc: 0.083, Base Lr: 6.34e-05
2024-05-18 21:20:35 transreid.train INFO: Epoch[3] Iter[230/486] Loss: 7.400, Acc: 0.085, Base Lr: 6.34e-05
2024-05-18 21:20:38 transreid.train INFO: Epoch[3] Iter[240/486] Loss: 7.399, Acc: 0.087, Base Lr: 6.34e-05
2024-05-18 21:20:40 transreid.train INFO: Epoch[3] Iter[250/486] Loss: 7.398, Acc: 0.088, Base Lr: 6.34e-05
2024-05-18 21:20:42 transreid.train INFO: Epoch[3] Iter[260/486] Loss: 7.394, Acc: 0.090, Base Lr: 6.34e-05
2024-05-18 21:20:45 transreid.train INFO: Epoch[3] Iter[270/486] Loss: 7.392, Acc: 0.092, Base Lr: 6.34e-05
2024-05-18 21:20:47 transreid.train INFO: Epoch[3] Iter[280/486] Loss: 7.391, Acc: 0.095, Base Lr: 6.34e-05
2024-05-18 21:20:50 transreid.train INFO: Epoch[3] Iter[290/486] Loss: 7.395, Acc: 0.098, Base Lr: 6.34e-05
2024-05-18 21:20:52 transreid.train INFO: Epoch[3] Iter[300/486] Loss: 7.394, Acc: 0.101, Base Lr: 6.34e-05
2024-05-18 21:20:55 transreid.train INFO: Epoch[3] Iter[310/486] Loss: 7.393, Acc: 0.105, Base Lr: 6.34e-05
2024-05-18 21:20:57 transreid.train INFO: Epoch[3] Iter[320/486] Loss: 7.393, Acc: 0.107, Base Lr: 6.34e-05
2024-05-18 21:21:00 transreid.train INFO: Epoch[3] Iter[330/486] Loss: 7.392, Acc: 0.110, Base Lr: 6.34e-05
2024-05-18 21:21:02 transreid.train INFO: Epoch[3] Iter[340/486] Loss: 7.391, Acc: 0.113, Base Lr: 6.34e-05
2024-05-18 21:21:05 transreid.train INFO: Epoch[3] Iter[350/486] Loss: 7.389, Acc: 0.117, Base Lr: 6.34e-05
2024-05-18 21:21:07 transreid.train INFO: Epoch[3] Iter[360/486] Loss: 7.389, Acc: 0.120, Base Lr: 6.34e-05
2024-05-18 21:21:10 transreid.train INFO: Epoch[3] Iter[370/486] Loss: 7.388, Acc: 0.124, Base Lr: 6.34e-05
2024-05-18 21:21:12 transreid.train INFO: Epoch[3] Iter[380/486] Loss: 7.386, Acc: 0.128, Base Lr: 6.34e-05
2024-05-18 21:21:15 transreid.train INFO: Epoch[3] Iter[390/486] Loss: 7.386, Acc: 0.133, Base Lr: 6.34e-05
2024-05-18 21:21:17 transreid.train INFO: Epoch[3] Iter[400/486] Loss: 7.385, Acc: 0.141, Base Lr: 6.34e-05
2024-05-18 21:21:19 transreid.train INFO: Epoch[3] Iter[410/486] Loss: 7.386, Acc: 0.149, Base Lr: 6.34e-05
2024-05-18 21:21:22 transreid.train INFO: Epoch[3] Iter[420/486] Loss: 7.383, Acc: 0.157, Base Lr: 6.34e-05
2024-05-18 21:21:24 transreid.train INFO: Epoch[3] Iter[430/486] Loss: 7.381, Acc: 0.165, Base Lr: 6.34e-05
2024-05-18 21:21:27 transreid.train INFO: Epoch[3] Iter[440/486] Loss: 7.378, Acc: 0.174, Base Lr: 6.34e-05
2024-05-18 21:21:29 transreid.train INFO: Epoch[3] Iter[450/486] Loss: 7.376, Acc: 0.184, Base Lr: 6.34e-05
2024-05-18 21:21:32 transreid.train INFO: Epoch[3] Iter[460/486] Loss: 7.374, Acc: 0.196, Base Lr: 6.34e-05
2024-05-18 21:21:34 transreid.train INFO: Epoch[3] Iter[470/486] Loss: 7.369, Acc: 0.208, Base Lr: 6.34e-05
2024-05-18 21:21:35 transreid.train INFO: Epoch 3 done. Time per epoch: 117.843[s] Speed: 257.4[samples/s]
2024-05-18 21:21:39 transreid.train INFO: Epoch[4] Iter[10/486] Loss: 7.325, Acc: 0.094, Base Lr: 8.32e-05
2024-05-18 21:21:41 transreid.train INFO: Epoch[4] Iter[20/486] Loss: 7.344, Acc: 0.069, Base Lr: 8.32e-05
2024-05-18 21:21:44 transreid.train INFO: Epoch[4] Iter[30/486] Loss: 7.343, Acc: 0.083, Base Lr: 8.32e-05
2024-05-18 21:21:46 transreid.train INFO: Epoch[4] Iter[40/486] Loss: 7.350, Acc: 0.075, Base Lr: 8.32e-05
2024-05-18 21:21:49 transreid.train INFO: Epoch[4] Iter[50/486] Loss: 7.342, Acc: 0.072, Base Lr: 8.32e-05
2024-05-18 21:21:51 transreid.train INFO: Epoch[4] Iter[60/486] Loss: 7.331, Acc: 0.072, Base Lr: 8.32e-05
2024-05-18 21:21:53 transreid.train INFO: Epoch[4] Iter[70/486] Loss: 7.336, Acc: 0.075, Base Lr: 8.32e-05
2024-05-18 21:21:56 transreid.train INFO: Epoch[4] Iter[80/486] Loss: 7.323, Acc: 0.072, Base Lr: 8.32e-05
2024-05-18 21:21:58 transreid.train INFO: Epoch[4] Iter[90/486] Loss: 7.311, Acc: 0.074, Base Lr: 8.32e-05
2024-05-18 21:22:01 transreid.train INFO: Epoch[4] Iter[100/486] Loss: 7.308, Acc: 0.077, Base Lr: 8.32e-05
2024-05-18 21:22:03 transreid.train INFO: Epoch[4] Iter[110/486] Loss: 7.311, Acc: 0.080, Base Lr: 8.32e-05
2024-05-18 21:22:06 transreid.train INFO: Epoch[4] Iter[120/486] Loss: 7.308, Acc: 0.082, Base Lr: 8.32e-05
2024-05-18 21:22:08 transreid.train INFO: Epoch[4] Iter[130/486] Loss: 7.298, Acc: 0.083, Base Lr: 8.32e-05
2024-05-18 21:22:11 transreid.train INFO: Epoch[4] Iter[140/486] Loss: 7.298, Acc: 0.084, Base Lr: 8.32e-05
2024-05-18 21:22:13 transreid.train INFO: Epoch[4] Iter[150/486] Loss: 7.299, Acc: 0.086, Base Lr: 8.32e-05
2024-05-18 21:22:16 transreid.train INFO: Epoch[4] Iter[160/486] Loss: 7.297, Acc: 0.087, Base Lr: 8.32e-05
2024-05-18 21:22:18 transreid.train INFO: Epoch[4] Iter[170/486] Loss: 7.292, Acc: 0.089, Base Lr: 8.32e-05
2024-05-18 21:22:21 transreid.train INFO: Epoch[4] Iter[180/486] Loss: 7.289, Acc: 0.089, Base Lr: 8.32e-05
2024-05-18 21:22:23 transreid.train INFO: Epoch[4] Iter[190/486] Loss: 7.290, Acc: 0.090, Base Lr: 8.32e-05
2024-05-18 21:22:25 transreid.train INFO: Epoch[4] Iter[200/486] Loss: 7.288, Acc: 0.093, Base Lr: 8.32e-05
2024-05-18 21:22:28 transreid.train INFO: Epoch[4] Iter[210/486] Loss: 7.289, Acc: 0.095, Base Lr: 8.32e-05
2024-05-18 21:22:30 transreid.train INFO: Epoch[4] Iter[220/486] Loss: 7.291, Acc: 0.097, Base Lr: 8.32e-05
2024-05-18 21:22:33 transreid.train INFO: Epoch[4] Iter[230/486] Loss: 7.285, Acc: 0.099, Base Lr: 8.32e-05
2024-05-18 21:22:35 transreid.train INFO: Epoch[4] Iter[240/486] Loss: 7.279, Acc: 0.103, Base Lr: 8.32e-05
2024-05-18 21:22:38 transreid.train INFO: Epoch[4] Iter[250/486] Loss: 7.278, Acc: 0.105, Base Lr: 8.32e-05
2024-05-18 21:22:40 transreid.train INFO: Epoch[4] Iter[260/486] Loss: 7.277, Acc: 0.107, Base Lr: 8.32e-05
2024-05-18 21:22:43 transreid.train INFO: Epoch[4] Iter[270/486] Loss: 7.275, Acc: 0.109, Base Lr: 8.32e-05
2024-05-18 21:22:45 transreid.train INFO: Epoch[4] Iter[280/486] Loss: 7.271, Acc: 0.112, Base Lr: 8.32e-05
2024-05-18 21:22:48 transreid.train INFO: Epoch[4] Iter[290/486] Loss: 7.267, Acc: 0.115, Base Lr: 8.32e-05
2024-05-18 21:22:50 transreid.train INFO: Epoch[4] Iter[300/486] Loss: 7.262, Acc: 0.118, Base Lr: 8.32e-05
2024-05-18 21:22:53 transreid.train INFO: Epoch[4] Iter[310/486] Loss: 7.259, Acc: 0.122, Base Lr: 8.32e-05
2024-05-18 21:22:55 transreid.train INFO: Epoch[4] Iter[320/486] Loss: 7.256, Acc: 0.126, Base Lr: 8.32e-05
2024-05-18 21:22:58 transreid.train INFO: Epoch[4] Iter[330/486] Loss: 7.253, Acc: 0.132, Base Lr: 8.32e-05
2024-05-18 21:23:00 transreid.train INFO: Epoch[4] Iter[340/486] Loss: 7.248, Acc: 0.137, Base Lr: 8.32e-05
2024-05-18 21:23:02 transreid.train INFO: Epoch[4] Iter[350/486] Loss: 7.244, Acc: 0.141, Base Lr: 8.32e-05
2024-05-18 21:23:05 transreid.train INFO: Epoch[4] Iter[360/486] Loss: 7.242, Acc: 0.147, Base Lr: 8.32e-05
2024-05-18 21:23:07 transreid.train INFO: Epoch[4] Iter[370/486] Loss: 7.241, Acc: 0.152, Base Lr: 8.32e-05
2024-05-18 21:23:10 transreid.train INFO: Epoch[4] Iter[380/486] Loss: 7.237, Acc: 0.158, Base Lr: 8.32e-05
2024-05-18 21:23:12 transreid.train INFO: Epoch[4] Iter[390/486] Loss: 7.234, Acc: 0.165, Base Lr: 8.32e-05
2024-05-18 21:23:15 transreid.train INFO: Epoch[4] Iter[400/486] Loss: 7.232, Acc: 0.172, Base Lr: 8.32e-05
2024-05-18 21:23:17 transreid.train INFO: Epoch[4] Iter[410/486] Loss: 7.229, Acc: 0.179, Base Lr: 8.32e-05
2024-05-18 21:23:20 transreid.train INFO: Epoch[4] Iter[420/486] Loss: 7.228, Acc: 0.185, Base Lr: 8.32e-05
2024-05-18 21:23:22 transreid.train INFO: Epoch[4] Iter[430/486] Loss: 7.222, Acc: 0.194, Base Lr: 8.32e-05
2024-05-18 21:23:25 transreid.train INFO: Epoch[4] Iter[440/486] Loss: 7.216, Acc: 0.203, Base Lr: 8.32e-05
2024-05-18 21:23:27 transreid.train INFO: Epoch[4] Iter[450/486] Loss: 7.213, Acc: 0.213, Base Lr: 8.32e-05
2024-05-18 21:23:30 transreid.train INFO: Epoch[4] Iter[460/486] Loss: 7.205, Acc: 0.225, Base Lr: 8.32e-05
2024-05-18 21:23:32 transreid.train INFO: Epoch[4] Iter[470/486] Loss: 7.199, Acc: 0.239, Base Lr: 8.32e-05
2024-05-18 21:23:33 transreid.train INFO: Epoch 4 done. Time per epoch: 117.510[s] Speed: 257.6[samples/s]
2024-05-18 21:23:36 transreid.train INFO: Epoch[5] Iter[10/486] Loss: 7.114, Acc: 0.098, Base Lr: 1.03e-04
2024-05-18 21:23:39 transreid.train INFO: Epoch[5] Iter[20/486] Loss: 7.126, Acc: 0.080, Base Lr: 1.03e-04
2024-05-18 21:23:41 transreid.train INFO: Epoch[5] Iter[30/486] Loss: 7.128, Acc: 0.072, Base Lr: 1.03e-04
2024-05-18 21:23:44 transreid.train INFO: Epoch[5] Iter[40/486] Loss: 7.126, Acc: 0.071, Base Lr: 1.03e-04
2024-05-18 21:23:46 transreid.train INFO: Epoch[5] Iter[50/486] Loss: 7.130, Acc: 0.065, Base Lr: 1.03e-04
2024-05-18 21:23:49 transreid.train INFO: Epoch[5] Iter[60/486] Loss: 7.130, Acc: 0.066, Base Lr: 1.03e-04
2024-05-18 21:23:51 transreid.train INFO: Epoch[5] Iter[70/486] Loss: 7.132, Acc: 0.068, Base Lr: 1.03e-04
2024-05-18 21:23:54 transreid.train INFO: Epoch[5] Iter[80/486] Loss: 7.140, Acc: 0.067, Base Lr: 1.03e-04
2024-05-18 21:23:56 transreid.train INFO: Epoch[5] Iter[90/486] Loss: 7.143, Acc: 0.072, Base Lr: 1.03e-04
2024-05-18 21:23:58 transreid.train INFO: Epoch[5] Iter[100/486] Loss: 7.142, Acc: 0.072, Base Lr: 1.03e-04
2024-05-18 21:24:01 transreid.train INFO: Epoch[5] Iter[110/486] Loss: 7.138, Acc: 0.072, Base Lr: 1.03e-04
2024-05-18 21:24:03 transreid.train INFO: Epoch[5] Iter[120/486] Loss: 7.138, Acc: 0.071, Base Lr: 1.03e-04
2024-05-18 21:24:06 transreid.train INFO: Epoch[5] Iter[130/486] Loss: 7.135, Acc: 0.072, Base Lr: 1.03e-04
2024-05-18 21:24:08 transreid.train INFO: Epoch[5] Iter[140/486] Loss: 7.133, Acc: 0.074, Base Lr: 1.03e-04
2024-05-18 21:24:11 transreid.train INFO: Epoch[5] Iter[150/486] Loss: 7.132, Acc: 0.077, Base Lr: 1.03e-04
2024-05-18 21:24:13 transreid.train INFO: Epoch[5] Iter[160/486] Loss: 7.135, Acc: 0.076, Base Lr: 1.03e-04
2024-05-18 21:24:16 transreid.train INFO: Epoch[5] Iter[170/486] Loss: 7.135, Acc: 0.079, Base Lr: 1.03e-04
2024-05-18 21:24:18 transreid.train INFO: Epoch[5] Iter[180/486] Loss: 7.132, Acc: 0.081, Base Lr: 1.03e-04
2024-05-18 21:24:21 transreid.train INFO: Epoch[5] Iter[190/486] Loss: 7.128, Acc: 0.083, Base Lr: 1.03e-04
2024-05-18 21:24:23 transreid.train INFO: Epoch[5] Iter[200/486] Loss: 7.128, Acc: 0.083, Base Lr: 1.03e-04
2024-05-18 21:24:26 transreid.train INFO: Epoch[5] Iter[210/486] Loss: 7.126, Acc: 0.084, Base Lr: 1.03e-04
2024-05-18 21:24:28 transreid.train INFO: Epoch[5] Iter[220/486] Loss: 7.124, Acc: 0.086, Base Lr: 1.03e-04
2024-05-18 21:24:31 transreid.train INFO: Epoch[5] Iter[230/486] Loss: 7.122, Acc: 0.089, Base Lr: 1.03e-04
2024-05-18 21:24:33 transreid.train INFO: Epoch[5] Iter[240/486] Loss: 7.118, Acc: 0.091, Base Lr: 1.03e-04
2024-05-18 21:24:36 transreid.train INFO: Epoch[5] Iter[250/486] Loss: 7.112, Acc: 0.092, Base Lr: 1.03e-04
2024-05-18 21:24:38 transreid.train INFO: Epoch[5] Iter[260/486] Loss: 7.113, Acc: 0.095, Base Lr: 1.03e-04
2024-05-18 21:24:41 transreid.train INFO: Epoch[5] Iter[270/486] Loss: 7.109, Acc: 0.098, Base Lr: 1.03e-04
2024-05-18 21:24:43 transreid.train INFO: Epoch[5] Iter[280/486] Loss: 7.104, Acc: 0.101, Base Lr: 1.03e-04
2024-05-18 21:24:46 transreid.train INFO: Epoch[5] Iter[290/486] Loss: 7.102, Acc: 0.104, Base Lr: 1.03e-04
2024-05-18 21:24:48 transreid.train INFO: Epoch[5] Iter[300/486] Loss: 7.101, Acc: 0.106, Base Lr: 1.03e-04
2024-05-18 21:24:50 transreid.train INFO: Epoch[5] Iter[310/486] Loss: 7.095, Acc: 0.111, Base Lr: 1.03e-04
2024-05-18 21:24:53 transreid.train INFO: Epoch[5] Iter[320/486] Loss: 7.090, Acc: 0.113, Base Lr: 1.03e-04
2024-05-18 21:24:55 transreid.train INFO: Epoch[5] Iter[330/486] Loss: 7.084, Acc: 0.117, Base Lr: 1.03e-04
2024-05-18 21:24:58 transreid.train INFO: Epoch[5] Iter[340/486] Loss: 7.078, Acc: 0.123, Base Lr: 1.03e-04
2024-05-18 21:25:00 transreid.train INFO: Epoch[5] Iter[350/486] Loss: 7.072, Acc: 0.128, Base Lr: 1.03e-04
2024-05-18 21:25:03 transreid.train INFO: Epoch[5] Iter[360/486] Loss: 7.070, Acc: 0.133, Base Lr: 1.03e-04
2024-05-18 21:25:05 transreid.train INFO: Epoch[5] Iter[370/486] Loss: 7.069, Acc: 0.137, Base Lr: 1.03e-04
2024-05-18 21:25:08 transreid.train INFO: Epoch[5] Iter[380/486] Loss: 7.066, Acc: 0.142, Base Lr: 1.03e-04
2024-05-18 21:25:10 transreid.train INFO: Epoch[5] Iter[390/486] Loss: 7.059, Acc: 0.148, Base Lr: 1.03e-04
2024-05-18 21:25:13 transreid.train INFO: Epoch[5] Iter[400/486] Loss: 7.055, Acc: 0.154, Base Lr: 1.03e-04
2024-05-18 21:25:15 transreid.train INFO: Epoch[5] Iter[410/486] Loss: 7.049, Acc: 0.162, Base Lr: 1.03e-04
2024-05-18 21:25:18 transreid.train INFO: Epoch[5] Iter[420/486] Loss: 7.044, Acc: 0.171, Base Lr: 1.03e-04
2024-05-18 21:25:20 transreid.train INFO: Epoch[5] Iter[430/486] Loss: 7.039, Acc: 0.179, Base Lr: 1.03e-04
2024-05-18 21:25:23 transreid.train INFO: Epoch[5] Iter[440/486] Loss: 7.031, Acc: 0.188, Base Lr: 1.03e-04
2024-05-18 21:25:25 transreid.train INFO: Epoch[5] Iter[450/486] Loss: 7.022, Acc: 0.199, Base Lr: 1.03e-04
2024-05-18 21:25:27 transreid.train INFO: Epoch[5] Iter[460/486] Loss: 7.011, Acc: 0.212, Base Lr: 1.03e-04
2024-05-18 21:25:30 transreid.train INFO: Epoch[5] Iter[470/486] Loss: 6.999, Acc: 0.225, Base Lr: 1.03e-04
2024-05-18 21:25:31 transreid.train INFO: Epoch 5 done. Time per epoch: 117.887[s] Speed: 256.8[samples/s]
2024-05-18 21:25:34 transreid.train INFO: Epoch[6] Iter[10/486] Loss: 6.981, Acc: 0.064, Base Lr: 1.23e-04
2024-05-18 21:25:37 transreid.train INFO: Epoch[6] Iter[20/486] Loss: 6.973, Acc: 0.074, Base Lr: 1.23e-04
2024-05-18 21:25:39 transreid.train INFO: Epoch[6] Iter[30/486] Loss: 6.982, Acc: 0.081, Base Lr: 1.23e-04
2024-05-18 21:25:41 transreid.train INFO: Epoch[6] Iter[40/486] Loss: 6.966, Acc: 0.080, Base Lr: 1.23e-04
2024-05-18 21:25:44 transreid.train INFO: Epoch[6] Iter[50/486] Loss: 6.992, Acc: 0.076, Base Lr: 1.23e-04
2024-05-18 21:25:46 transreid.train INFO: Epoch[6] Iter[60/486] Loss: 6.990, Acc: 0.080, Base Lr: 1.23e-04
2024-05-18 21:25:49 transreid.train INFO: Epoch[6] Iter[70/486] Loss: 6.983, Acc: 0.077, Base Lr: 1.23e-04
2024-05-18 21:25:51 transreid.train INFO: Epoch[6] Iter[80/486] Loss: 6.977, Acc: 0.074, Base Lr: 1.23e-04
2024-05-18 21:25:54 transreid.train INFO: Epoch[6] Iter[90/486] Loss: 6.976, Acc: 0.076, Base Lr: 1.23e-04
2024-05-18 21:25:56 transreid.train INFO: Epoch[6] Iter[100/486] Loss: 6.972, Acc: 0.074, Base Lr: 1.23e-04
2024-05-18 21:25:59 transreid.train INFO: Epoch[6] Iter[110/486] Loss: 6.972, Acc: 0.074, Base Lr: 1.23e-04
2024-05-18 21:26:01 transreid.train INFO: Epoch[6] Iter[120/486] Loss: 6.972, Acc: 0.076, Base Lr: 1.23e-04
2024-05-18 21:26:04 transreid.train INFO: Epoch[6] Iter[130/486] Loss: 6.971, Acc: 0.078, Base Lr: 1.23e-04
2024-05-18 21:26:06 transreid.train INFO: Epoch[6] Iter[140/486] Loss: 6.973, Acc: 0.079, Base Lr: 1.23e-04
2024-05-18 21:26:09 transreid.train INFO: Epoch[6] Iter[150/486] Loss: 6.968, Acc: 0.080, Base Lr: 1.23e-04
2024-05-18 21:26:11 transreid.train INFO: Epoch[6] Iter[160/486] Loss: 6.963, Acc: 0.082, Base Lr: 1.23e-04
2024-05-18 21:26:13 transreid.train INFO: Epoch[6] Iter[170/486] Loss: 6.957, Acc: 0.083, Base Lr: 1.23e-04
2024-05-18 21:26:16 transreid.train INFO: Epoch[6] Iter[180/486] Loss: 6.946, Acc: 0.085, Base Lr: 1.23e-04
2024-05-18 21:26:18 transreid.train INFO: Epoch[6] Iter[190/486] Loss: 6.944, Acc: 0.085, Base Lr: 1.23e-04
2024-05-18 21:26:21 transreid.train INFO: Epoch[6] Iter[200/486] Loss: 6.940, Acc: 0.087, Base Lr: 1.23e-04
2024-05-18 21:26:23 transreid.train INFO: Epoch[6] Iter[210/486] Loss: 6.933, Acc: 0.086, Base Lr: 1.23e-04
2024-05-18 21:26:26 transreid.train INFO: Epoch[6] Iter[220/486] Loss: 6.927, Acc: 0.088, Base Lr: 1.23e-04
2024-05-18 21:26:28 transreid.train INFO: Epoch[6] Iter[230/486] Loss: 6.925, Acc: 0.090, Base Lr: 1.23e-04
2024-05-18 21:26:31 transreid.train INFO: Epoch[6] Iter[240/486] Loss: 6.923, Acc: 0.094, Base Lr: 1.23e-04
2024-05-18 21:26:33 transreid.train INFO: Epoch[6] Iter[250/486] Loss: 6.919, Acc: 0.096, Base Lr: 1.23e-04
2024-05-18 21:26:36 transreid.train INFO: Epoch[6] Iter[260/486] Loss: 6.911, Acc: 0.098, Base Lr: 1.23e-04
2024-05-18 21:26:38 transreid.train INFO: Epoch[6] Iter[270/486] Loss: 6.906, Acc: 0.100, Base Lr: 1.23e-04
2024-05-18 21:26:41 transreid.train INFO: Epoch[6] Iter[280/486] Loss: 6.902, Acc: 0.101, Base Lr: 1.23e-04
2024-05-18 21:26:43 transreid.train INFO: Epoch[6] Iter[290/486] Loss: 6.897, Acc: 0.103, Base Lr: 1.23e-04
2024-05-18 21:26:46 transreid.train INFO: Epoch[6] Iter[300/486] Loss: 6.893, Acc: 0.105, Base Lr: 1.23e-04
2024-05-18 21:26:48 transreid.train INFO: Epoch[6] Iter[310/486] Loss: 6.888, Acc: 0.108, Base Lr: 1.23e-04
2024-05-18 21:26:51 transreid.train INFO: Epoch[6] Iter[320/486] Loss: 6.884, Acc: 0.111, Base Lr: 1.23e-04
2024-05-18 21:26:53 transreid.train INFO: Epoch[6] Iter[330/486] Loss: 6.879, Acc: 0.113, Base Lr: 1.23e-04
2024-05-18 21:26:55 transreid.train INFO: Epoch[6] Iter[340/486] Loss: 6.875, Acc: 0.116, Base Lr: 1.23e-04
2024-05-18 21:26:58 transreid.train INFO: Epoch[6] Iter[350/486] Loss: 6.869, Acc: 0.118, Base Lr: 1.23e-04
2024-05-18 21:27:00 transreid.train INFO: Epoch[6] Iter[360/486] Loss: 6.863, Acc: 0.122, Base Lr: 1.23e-04
2024-05-18 21:27:03 transreid.train INFO: Epoch[6] Iter[370/486] Loss: 6.857, Acc: 0.126, Base Lr: 1.23e-04
2024-05-18 21:27:05 transreid.train INFO: Epoch[6] Iter[380/486] Loss: 6.852, Acc: 0.130, Base Lr: 1.23e-04
2024-05-18 21:27:08 transreid.train INFO: Epoch[6] Iter[390/486] Loss: 6.843, Acc: 0.136, Base Lr: 1.23e-04
2024-05-18 21:27:10 transreid.train INFO: Epoch[6] Iter[400/486] Loss: 6.834, Acc: 0.142, Base Lr: 1.23e-04
2024-05-18 21:27:13 transreid.train INFO: Epoch[6] Iter[410/486] Loss: 6.827, Acc: 0.148, Base Lr: 1.23e-04
2024-05-18 21:27:15 transreid.train INFO: Epoch[6] Iter[420/486] Loss: 6.818, Acc: 0.156, Base Lr: 1.23e-04
2024-05-18 21:27:18 transreid.train INFO: Epoch[6] Iter[430/486] Loss: 6.805, Acc: 0.166, Base Lr: 1.23e-04
2024-05-18 21:27:20 transreid.train INFO: Epoch[6] Iter[440/486] Loss: 6.794, Acc: 0.174, Base Lr: 1.23e-04
2024-05-18 21:27:23 transreid.train INFO: Epoch[6] Iter[450/486] Loss: 6.785, Acc: 0.183, Base Lr: 1.23e-04
2024-05-18 21:27:25 transreid.train INFO: Epoch[6] Iter[460/486] Loss: 6.771, Acc: 0.193, Base Lr: 1.23e-04
2024-05-18 21:27:28 transreid.train INFO: Epoch[6] Iter[470/486] Loss: 6.754, Acc: 0.205, Base Lr: 1.23e-04
2024-05-18 21:27:28 transreid.train INFO: Epoch 6 done. Time per epoch: 117.576[s] Speed: 257.5[samples/s]
2024-05-18 21:27:32 transreid.train INFO: Epoch[7] Iter[10/486] Loss: 6.891, Acc: 0.066, Base Lr: 1.43e-04
2024-05-18 21:27:34 transreid.train INFO: Epoch[7] Iter[20/486] Loss: 6.839, Acc: 0.077, Base Lr: 1.43e-04
2024-05-18 21:27:37 transreid.train INFO: Epoch[7] Iter[30/486] Loss: 6.828, Acc: 0.078, Base Lr: 1.43e-04
2024-05-18 21:27:39 transreid.train INFO: Epoch[7] Iter[40/486] Loss: 6.847, Acc: 0.075, Base Lr: 1.43e-04
2024-05-18 21:27:42 transreid.train INFO: Epoch[7] Iter[50/486] Loss: 6.842, Acc: 0.077, Base Lr: 1.43e-04
2024-05-18 21:27:44 transreid.train INFO: Epoch[7] Iter[60/486] Loss: 6.826, Acc: 0.078, Base Lr: 1.43e-04
2024-05-18 21:27:46 transreid.train INFO: Epoch[7] Iter[70/486] Loss: 6.830, Acc: 0.069, Base Lr: 1.43e-04
2024-05-18 21:27:49 transreid.train INFO: Epoch[7] Iter[80/486] Loss: 6.814, Acc: 0.071, Base Lr: 1.43e-04
2024-05-18 21:27:51 transreid.train INFO: Epoch[7] Iter[90/486] Loss: 6.808, Acc: 0.071, Base Lr: 1.43e-04
2024-05-18 21:27:54 transreid.train INFO: Epoch[7] Iter[100/486] Loss: 6.803, Acc: 0.072, Base Lr: 1.43e-04
2024-05-18 21:27:56 transreid.train INFO: Epoch[7] Iter[110/486] Loss: 6.812, Acc: 0.072, Base Lr: 1.43e-04
2024-05-18 21:27:59 transreid.train INFO: Epoch[7] Iter[120/486] Loss: 6.805, Acc: 0.075, Base Lr: 1.43e-04
2024-05-18 21:28:01 transreid.train INFO: Epoch[7] Iter[130/486] Loss: 6.800, Acc: 0.076, Base Lr: 1.43e-04
2024-05-18 21:28:04 transreid.train INFO: Epoch[7] Iter[140/486] Loss: 6.793, Acc: 0.074, Base Lr: 1.43e-04
2024-05-18 21:28:06 transreid.train INFO: Epoch[7] Iter[150/486] Loss: 6.788, Acc: 0.077, Base Lr: 1.43e-04
2024-05-18 21:28:09 transreid.train INFO: Epoch[7] Iter[160/486] Loss: 6.786, Acc: 0.075, Base Lr: 1.43e-04
2024-05-18 21:28:11 transreid.train INFO: Epoch[7] Iter[170/486] Loss: 6.783, Acc: 0.074, Base Lr: 1.43e-04
2024-05-18 21:28:13 transreid.train INFO: Epoch[7] Iter[180/486] Loss: 6.779, Acc: 0.075, Base Lr: 1.43e-04
2024-05-18 21:28:16 transreid.train INFO: Epoch[7] Iter[190/486] Loss: 6.773, Acc: 0.075, Base Lr: 1.43e-04
2024-05-18 21:28:18 transreid.train INFO: Epoch[7] Iter[200/486] Loss: 6.770, Acc: 0.076, Base Lr: 1.43e-04
2024-05-18 21:28:21 transreid.train INFO: Epoch[7] Iter[210/486] Loss: 6.765, Acc: 0.077, Base Lr: 1.43e-04
2024-05-18 21:28:23 transreid.train INFO: Epoch[7] Iter[220/486] Loss: 6.757, Acc: 0.079, Base Lr: 1.43e-04
2024-05-18 21:28:26 transreid.train INFO: Epoch[7] Iter[230/486] Loss: 6.752, Acc: 0.081, Base Lr: 1.43e-04
2024-05-18 21:28:28 transreid.train INFO: Epoch[7] Iter[240/486] Loss: 6.748, Acc: 0.082, Base Lr: 1.43e-04
2024-05-18 21:28:31 transreid.train INFO: Epoch[7] Iter[250/486] Loss: 6.742, Acc: 0.084, Base Lr: 1.43e-04
2024-05-18 21:28:33 transreid.train INFO: Epoch[7] Iter[260/486] Loss: 6.734, Acc: 0.085, Base Lr: 1.43e-04
2024-05-18 21:28:36 transreid.train INFO: Epoch[7] Iter[270/486] Loss: 6.733, Acc: 0.086, Base Lr: 1.43e-04
2024-05-18 21:28:38 transreid.train INFO: Epoch[7] Iter[280/486] Loss: 6.722, Acc: 0.088, Base Lr: 1.43e-04
2024-05-18 21:28:41 transreid.train INFO: Epoch[7] Iter[290/486] Loss: 6.713, Acc: 0.092, Base Lr: 1.43e-04
2024-05-18 21:28:43 transreid.train INFO: Epoch[7] Iter[300/486] Loss: 6.709, Acc: 0.094, Base Lr: 1.43e-04
2024-05-18 21:28:46 transreid.train INFO: Epoch[7] Iter[310/486] Loss: 6.697, Acc: 0.097, Base Lr: 1.43e-04
2024-05-18 21:28:48 transreid.train INFO: Epoch[7] Iter[320/486] Loss: 6.689, Acc: 0.099, Base Lr: 1.43e-04
2024-05-18 21:28:50 transreid.train INFO: Epoch[7] Iter[330/486] Loss: 6.683, Acc: 0.101, Base Lr: 1.43e-04
2024-05-18 21:28:53 transreid.train INFO: Epoch[7] Iter[340/486] Loss: 6.676, Acc: 0.105, Base Lr: 1.43e-04
2024-05-18 21:28:55 transreid.train INFO: Epoch[7] Iter[350/486] Loss: 6.670, Acc: 0.109, Base Lr: 1.43e-04
2024-05-18 21:28:58 transreid.train INFO: Epoch[7] Iter[360/486] Loss: 6.659, Acc: 0.113, Base Lr: 1.43e-04
2024-05-18 21:29:00 transreid.train INFO: Epoch[7] Iter[370/486] Loss: 6.648, Acc: 0.118, Base Lr: 1.43e-04
2024-05-18 21:29:03 transreid.train INFO: Epoch[7] Iter[380/486] Loss: 6.637, Acc: 0.123, Base Lr: 1.43e-04
2024-05-18 21:29:05 transreid.train INFO: Epoch[7] Iter[390/486] Loss: 6.628, Acc: 0.128, Base Lr: 1.43e-04
2024-05-18 21:29:08 transreid.train INFO: Epoch[7] Iter[400/486] Loss: 6.617, Acc: 0.134, Base Lr: 1.43e-04
2024-05-18 21:29:10 transreid.train INFO: Epoch[7] Iter[410/486] Loss: 6.607, Acc: 0.139, Base Lr: 1.43e-04
2024-05-18 21:29:13 transreid.train INFO: Epoch[7] Iter[420/486] Loss: 6.591, Acc: 0.148, Base Lr: 1.43e-04
2024-05-18 21:29:15 transreid.train INFO: Epoch[7] Iter[430/486] Loss: 6.573, Acc: 0.157, Base Lr: 1.43e-04
2024-05-18 21:29:17 transreid.train INFO: Epoch[7] Iter[440/486] Loss: 6.556, Acc: 0.168, Base Lr: 1.43e-04
2024-05-18 21:29:20 transreid.train INFO: Epoch[7] Iter[450/486] Loss: 6.534, Acc: 0.180, Base Lr: 1.43e-04
2024-05-18 21:29:22 transreid.train INFO: Epoch[7] Iter[460/486] Loss: 6.510, Acc: 0.192, Base Lr: 1.43e-04
2024-05-18 21:29:25 transreid.train INFO: Epoch[7] Iter[470/486] Loss: 6.482, Acc: 0.206, Base Lr: 1.43e-04
2024-05-18 21:29:26 transreid.train INFO: Epoch 7 done. Time per epoch: 117.576[s] Speed: 258.0[samples/s]
2024-05-18 21:29:29 transreid.train INFO: Epoch[8] Iter[10/486] Loss: 6.560, Acc: 0.080, Base Lr: 1.62e-04
2024-05-18 21:29:32 transreid.train INFO: Epoch[8] Iter[20/486] Loss: 6.644, Acc: 0.070, Base Lr: 1.62e-04
2024-05-18 21:29:34 transreid.train INFO: Epoch[8] Iter[30/486] Loss: 6.614, Acc: 0.087, Base Lr: 1.62e-04
2024-05-18 21:29:37 transreid.train INFO: Epoch[8] Iter[40/486] Loss: 6.638, Acc: 0.081, Base Lr: 1.62e-04
2024-05-18 21:29:39 transreid.train INFO: Epoch[8] Iter[50/486] Loss: 6.623, Acc: 0.077, Base Lr: 1.62e-04
2024-05-18 21:29:42 transreid.train INFO: Epoch[8] Iter[60/486] Loss: 6.621, Acc: 0.078, Base Lr: 1.62e-04
2024-05-18 21:29:44 transreid.train INFO: Epoch[8] Iter[70/486] Loss: 6.607, Acc: 0.075, Base Lr: 1.62e-04
2024-05-18 21:29:47 transreid.train INFO: Epoch[8] Iter[80/486] Loss: 6.595, Acc: 0.073, Base Lr: 1.62e-04
2024-05-18 21:29:49 transreid.train INFO: Epoch[8] Iter[90/486] Loss: 6.590, Acc: 0.070, Base Lr: 1.62e-04
2024-05-18 21:29:51 transreid.train INFO: Epoch[8] Iter[100/486] Loss: 6.580, Acc: 0.071, Base Lr: 1.62e-04
2024-05-18 21:29:54 transreid.train INFO: Epoch[8] Iter[110/486] Loss: 6.584, Acc: 0.070, Base Lr: 1.62e-04
2024-05-18 21:29:56 transreid.train INFO: Epoch[8] Iter[120/486] Loss: 6.580, Acc: 0.072, Base Lr: 1.62e-04
2024-05-18 21:29:59 transreid.train INFO: Epoch[8] Iter[130/486] Loss: 6.571, Acc: 0.073, Base Lr: 1.62e-04
2024-05-18 21:30:01 transreid.train INFO: Epoch[8] Iter[140/486] Loss: 6.559, Acc: 0.074, Base Lr: 1.62e-04
2024-05-18 21:30:04 transreid.train INFO: Epoch[8] Iter[150/486] Loss: 6.548, Acc: 0.076, Base Lr: 1.62e-04
2024-05-18 21:30:06 transreid.train INFO: Epoch[8] Iter[160/486] Loss: 6.541, Acc: 0.078, Base Lr: 1.62e-04
2024-05-18 21:30:09 transreid.train INFO: Epoch[8] Iter[170/486] Loss: 6.531, Acc: 0.080, Base Lr: 1.62e-04
2024-05-18 21:30:11 transreid.train INFO: Epoch[8] Iter[180/486] Loss: 6.529, Acc: 0.080, Base Lr: 1.62e-04
2024-05-18 21:30:14 transreid.train INFO: Epoch[8] Iter[190/486] Loss: 6.524, Acc: 0.081, Base Lr: 1.62e-04
2024-05-18 21:30:16 transreid.train INFO: Epoch[8] Iter[200/486] Loss: 6.521, Acc: 0.083, Base Lr: 1.62e-04
2024-05-18 21:30:18 transreid.train INFO: Epoch[8] Iter[210/486] Loss: 6.519, Acc: 0.083, Base Lr: 1.62e-04
2024-05-18 21:30:21 transreid.train INFO: Epoch[8] Iter[220/486] Loss: 6.514, Acc: 0.084, Base Lr: 1.62e-04
2024-05-18 21:30:23 transreid.train INFO: Epoch[8] Iter[230/486] Loss: 6.506, Acc: 0.086, Base Lr: 1.62e-04
2024-05-18 21:30:26 transreid.train INFO: Epoch[8] Iter[240/486] Loss: 6.497, Acc: 0.088, Base Lr: 1.62e-04
2024-05-18 21:30:28 transreid.train INFO: Epoch[8] Iter[250/486] Loss: 6.489, Acc: 0.090, Base Lr: 1.62e-04
2024-05-18 21:30:31 transreid.train INFO: Epoch[8] Iter[260/486] Loss: 6.483, Acc: 0.093, Base Lr: 1.62e-04
2024-05-18 21:30:33 transreid.train INFO: Epoch[8] Iter[270/486] Loss: 6.476, Acc: 0.094, Base Lr: 1.62e-04
2024-05-18 21:30:36 transreid.train INFO: Epoch[8] Iter[280/486] Loss: 6.468, Acc: 0.095, Base Lr: 1.62e-04
2024-05-18 21:30:38 transreid.train INFO: Epoch[8] Iter[290/486] Loss: 6.461, Acc: 0.096, Base Lr: 1.62e-04
2024-05-18 21:30:41 transreid.train INFO: Epoch[8] Iter[300/486] Loss: 6.451, Acc: 0.099, Base Lr: 1.62e-04
2024-05-18 21:30:43 transreid.train INFO: Epoch[8] Iter[310/486] Loss: 6.440, Acc: 0.102, Base Lr: 1.62e-04
2024-05-18 21:30:46 transreid.train INFO: Epoch[8] Iter[320/486] Loss: 6.429, Acc: 0.105, Base Lr: 1.62e-04
2024-05-18 21:30:48 transreid.train INFO: Epoch[8] Iter[330/486] Loss: 6.424, Acc: 0.107, Base Lr: 1.62e-04
2024-05-18 21:30:50 transreid.train INFO: Epoch[8] Iter[340/486] Loss: 6.416, Acc: 0.109, Base Lr: 1.62e-04
2024-05-18 21:30:53 transreid.train INFO: Epoch[8] Iter[350/486] Loss: 6.407, Acc: 0.110, Base Lr: 1.62e-04
2024-05-18 21:30:55 transreid.train INFO: Epoch[8] Iter[360/486] Loss: 6.398, Acc: 0.114, Base Lr: 1.62e-04
2024-05-18 21:30:58 transreid.train INFO: Epoch[8] Iter[370/486] Loss: 6.385, Acc: 0.116, Base Lr: 1.62e-04
2024-05-18 21:31:00 transreid.train INFO: Epoch[8] Iter[380/486] Loss: 6.370, Acc: 0.122, Base Lr: 1.62e-04
2024-05-18 21:31:03 transreid.train INFO: Epoch[8] Iter[390/486] Loss: 6.356, Acc: 0.128, Base Lr: 1.62e-04
2024-05-18 21:31:05 transreid.train INFO: Epoch[8] Iter[400/486] Loss: 6.337, Acc: 0.135, Base Lr: 1.62e-04
2024-05-18 21:31:08 transreid.train INFO: Epoch[8] Iter[410/486] Loss: 6.320, Acc: 0.142, Base Lr: 1.62e-04
2024-05-18 21:31:10 transreid.train INFO: Epoch[8] Iter[420/486] Loss: 6.298, Acc: 0.149, Base Lr: 1.62e-04
2024-05-18 21:31:13 transreid.train INFO: Epoch[8] Iter[430/486] Loss: 6.276, Acc: 0.158, Base Lr: 1.62e-04
2024-05-18 21:31:15 transreid.train INFO: Epoch[8] Iter[440/486] Loss: 6.253, Acc: 0.168, Base Lr: 1.62e-04
2024-05-18 21:31:17 transreid.train INFO: Epoch[8] Iter[450/486] Loss: 6.225, Acc: 0.179, Base Lr: 1.62e-04
2024-05-18 21:31:20 transreid.train INFO: Epoch[8] Iter[460/486] Loss: 6.194, Acc: 0.190, Base Lr: 1.62e-04
2024-05-18 21:31:22 transreid.train INFO: Epoch[8] Iter[470/486] Loss: 6.157, Acc: 0.204, Base Lr: 1.62e-04
2024-05-18 21:31:23 transreid.train INFO: Epoch 8 done. Time per epoch: 117.265[s] Speed: 258.2[samples/s]
2024-05-18 21:31:27 transreid.train INFO: Epoch[9] Iter[10/486] Loss: 6.342, Acc: 0.070, Base Lr: 1.82e-04
2024-05-18 21:31:29 transreid.train INFO: Epoch[9] Iter[20/486] Loss: 6.368, Acc: 0.084, Base Lr: 1.82e-04
2024-05-18 21:31:31 transreid.train INFO: Epoch[9] Iter[30/486] Loss: 6.349, Acc: 0.080, Base Lr: 1.82e-04
2024-05-18 21:31:34 transreid.train INFO: Epoch[9] Iter[40/486] Loss: 6.338, Acc: 0.074, Base Lr: 1.82e-04
2024-05-18 21:31:36 transreid.train INFO: Epoch[9] Iter[50/486] Loss: 6.348, Acc: 0.070, Base Lr: 1.82e-04
2024-05-18 21:31:39 transreid.train INFO: Epoch[9] Iter[60/486] Loss: 6.358, Acc: 0.071, Base Lr: 1.82e-04
2024-05-18 21:31:41 transreid.train INFO: Epoch[9] Iter[70/486] Loss: 6.362, Acc: 0.073, Base Lr: 1.82e-04
2024-05-18 21:31:44 transreid.train INFO: Epoch[9] Iter[80/486] Loss: 6.344, Acc: 0.074, Base Lr: 1.82e-04
2024-05-18 21:31:46 transreid.train INFO: Epoch[9] Iter[90/486] Loss: 6.352, Acc: 0.073, Base Lr: 1.82e-04
2024-05-18 21:31:49 transreid.train INFO: Epoch[9] Iter[100/486] Loss: 6.341, Acc: 0.074, Base Lr: 1.82e-04
2024-05-18 21:31:51 transreid.train INFO: Epoch[9] Iter[110/486] Loss: 6.325, Acc: 0.076, Base Lr: 1.82e-04
2024-05-18 21:31:54 transreid.train INFO: Epoch[9] Iter[120/486] Loss: 6.315, Acc: 0.077, Base Lr: 1.82e-04
2024-05-18 21:31:56 transreid.train INFO: Epoch[9] Iter[130/486] Loss: 6.307, Acc: 0.078, Base Lr: 1.82e-04
2024-05-18 21:31:59 transreid.train INFO: Epoch[9] Iter[140/486] Loss: 6.303, Acc: 0.076, Base Lr: 1.82e-04
2024-05-18 21:32:01 transreid.train INFO: Epoch[9] Iter[150/486] Loss: 6.294, Acc: 0.076, Base Lr: 1.82e-04
2024-05-18 21:32:04 transreid.train INFO: Epoch[9] Iter[160/486] Loss: 6.279, Acc: 0.079, Base Lr: 1.82e-04
2024-05-18 21:32:06 transreid.train INFO: Epoch[9] Iter[170/486] Loss: 6.280, Acc: 0.078, Base Lr: 1.82e-04
2024-05-18 21:32:09 transreid.train INFO: Epoch[9] Iter[180/486] Loss: 6.274, Acc: 0.078, Base Lr: 1.82e-04
2024-05-18 21:32:11 transreid.train INFO: Epoch[9] Iter[190/486] Loss: 6.265, Acc: 0.080, Base Lr: 1.82e-04
2024-05-18 21:32:14 transreid.train INFO: Epoch[9] Iter[200/486] Loss: 6.261, Acc: 0.079, Base Lr: 1.82e-04
2024-05-18 21:32:16 transreid.train INFO: Epoch[9] Iter[210/486] Loss: 6.247, Acc: 0.081, Base Lr: 1.82e-04
2024-05-18 21:32:18 transreid.train INFO: Epoch[9] Iter[220/486] Loss: 6.240, Acc: 0.082, Base Lr: 1.82e-04
2024-05-18 21:32:21 transreid.train INFO: Epoch[9] Iter[230/486] Loss: 6.237, Acc: 0.083, Base Lr: 1.82e-04
2024-05-18 21:32:23 transreid.train INFO: Epoch[9] Iter[240/486] Loss: 6.228, Acc: 0.084, Base Lr: 1.82e-04
2024-05-18 21:32:26 transreid.train INFO: Epoch[9] Iter[250/486] Loss: 6.216, Acc: 0.085, Base Lr: 1.82e-04
2024-05-18 21:32:28 transreid.train INFO: Epoch[9] Iter[260/486] Loss: 6.211, Acc: 0.088, Base Lr: 1.82e-04
2024-05-18 21:32:31 transreid.train INFO: Epoch[9] Iter[270/486] Loss: 6.203, Acc: 0.089, Base Lr: 1.82e-04
2024-05-18 21:32:33 transreid.train INFO: Epoch[9] Iter[280/486] Loss: 6.199, Acc: 0.091, Base Lr: 1.82e-04
2024-05-18 21:32:36 transreid.train INFO: Epoch[9] Iter[290/486] Loss: 6.189, Acc: 0.093, Base Lr: 1.82e-04
2024-05-18 21:32:38 transreid.train INFO: Epoch[9] Iter[300/486] Loss: 6.180, Acc: 0.095, Base Lr: 1.82e-04
2024-05-18 21:32:41 transreid.train INFO: Epoch[9] Iter[310/486] Loss: 6.164, Acc: 0.099, Base Lr: 1.82e-04
2024-05-18 21:32:43 transreid.train INFO: Epoch[9] Iter[320/486] Loss: 6.156, Acc: 0.101, Base Lr: 1.82e-04
2024-05-18 21:32:46 transreid.train INFO: Epoch[9] Iter[330/486] Loss: 6.139, Acc: 0.105, Base Lr: 1.82e-04
2024-05-18 21:32:48 transreid.train INFO: Epoch[9] Iter[340/486] Loss: 6.126, Acc: 0.108, Base Lr: 1.82e-04
2024-05-18 21:32:50 transreid.train INFO: Epoch[9] Iter[350/486] Loss: 6.110, Acc: 0.113, Base Lr: 1.82e-04
2024-05-18 21:32:53 transreid.train INFO: Epoch[9] Iter[360/486] Loss: 6.094, Acc: 0.118, Base Lr: 1.82e-04
2024-05-18 21:32:55 transreid.train INFO: Epoch[9] Iter[370/486] Loss: 6.077, Acc: 0.122, Base Lr: 1.82e-04
2024-05-18 21:32:58 transreid.train INFO: Epoch[9] Iter[380/486] Loss: 6.058, Acc: 0.128, Base Lr: 1.82e-04
2024-05-18 21:33:00 transreid.train INFO: Epoch[9] Iter[390/486] Loss: 6.041, Acc: 0.133, Base Lr: 1.82e-04
2024-05-18 21:33:03 transreid.train INFO: Epoch[9] Iter[400/486] Loss: 6.023, Acc: 0.138, Base Lr: 1.82e-04
2024-05-18 21:33:05 transreid.train INFO: Epoch[9] Iter[410/486] Loss: 6.001, Acc: 0.145, Base Lr: 1.82e-04
2024-05-18 21:33:08 transreid.train INFO: Epoch[9] Iter[420/486] Loss: 5.975, Acc: 0.154, Base Lr: 1.82e-04
2024-05-18 21:33:10 transreid.train INFO: Epoch[9] Iter[430/486] Loss: 5.949, Acc: 0.164, Base Lr: 1.82e-04
2024-05-18 21:33:13 transreid.train INFO: Epoch[9] Iter[440/486] Loss: 5.918, Acc: 0.175, Base Lr: 1.82e-04
2024-05-18 21:33:15 transreid.train INFO: Epoch[9] Iter[450/486] Loss: 5.886, Acc: 0.185, Base Lr: 1.82e-04
2024-05-18 21:33:18 transreid.train INFO: Epoch[9] Iter[460/486] Loss: 5.844, Acc: 0.198, Base Lr: 1.82e-04
2024-05-18 21:33:20 transreid.train INFO: Epoch[9] Iter[470/486] Loss: 5.803, Acc: 0.212, Base Lr: 1.82e-04
2024-05-18 21:33:21 transreid.train INFO: Epoch 9 done. Time per epoch: 118.003[s] Speed: 257.1[samples/s]
2024-05-18 21:33:25 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 6.189, Acc: 0.064, Base Lr: 2.02e-04
2024-05-18 21:33:27 transreid.train INFO: Epoch[10] Iter[20/486] Loss: 6.222, Acc: 0.072, Base Lr: 2.02e-04
2024-05-18 21:33:30 transreid.train INFO: Epoch[10] Iter[30/486] Loss: 6.144, Acc: 0.089, Base Lr: 2.02e-04
2024-05-18 21:33:32 transreid.train INFO: Epoch[10] Iter[40/486] Loss: 6.129, Acc: 0.096, Base Lr: 2.02e-04
2024-05-18 21:33:35 transreid.train INFO: Epoch[10] Iter[50/486] Loss: 6.140, Acc: 0.099, Base Lr: 2.02e-04
2024-05-18 21:33:37 transreid.train INFO: Epoch[10] Iter[60/486] Loss: 6.149, Acc: 0.093, Base Lr: 2.02e-04
2024-05-18 21:33:40 transreid.train INFO: Epoch[10] Iter[70/486] Loss: 6.137, Acc: 0.092, Base Lr: 2.02e-04
2024-05-18 21:33:42 transreid.train INFO: Epoch[10] Iter[80/486] Loss: 6.154, Acc: 0.089, Base Lr: 2.02e-04
2024-05-18 21:33:44 transreid.train INFO: Epoch[10] Iter[90/486] Loss: 6.149, Acc: 0.087, Base Lr: 2.02e-04
2024-05-18 21:33:47 transreid.train INFO: Epoch[10] Iter[100/486] Loss: 6.141, Acc: 0.086, Base Lr: 2.02e-04
2024-05-18 21:33:49 transreid.train INFO: Epoch[10] Iter[110/486] Loss: 6.133, Acc: 0.084, Base Lr: 2.02e-04
2024-05-18 21:33:52 transreid.train INFO: Epoch[10] Iter[120/486] Loss: 6.119, Acc: 0.084, Base Lr: 2.02e-04
2024-05-18 21:33:54 transreid.train INFO: Epoch[10] Iter[130/486] Loss: 6.109, Acc: 0.086, Base Lr: 2.02e-04
2024-05-18 21:33:57 transreid.train INFO: Epoch[10] Iter[140/486] Loss: 6.094, Acc: 0.087, Base Lr: 2.02e-04
2024-05-18 21:33:59 transreid.train INFO: Epoch[10] Iter[150/486] Loss: 6.084, Acc: 0.087, Base Lr: 2.02e-04
2024-05-18 21:34:02 transreid.train INFO: Epoch[10] Iter[160/486] Loss: 6.079, Acc: 0.086, Base Lr: 2.02e-04
2024-05-18 21:34:04 transreid.train INFO: Epoch[10] Iter[170/486] Loss: 6.070, Acc: 0.088, Base Lr: 2.02e-04
2024-05-18 21:34:07 transreid.train INFO: Epoch[10] Iter[180/486] Loss: 6.063, Acc: 0.090, Base Lr: 2.02e-04
2024-05-18 21:34:09 transreid.train INFO: Epoch[10] Iter[190/486] Loss: 6.053, Acc: 0.090, Base Lr: 2.02e-04
2024-05-18 21:34:12 transreid.train INFO: Epoch[10] Iter[200/486] Loss: 6.045, Acc: 0.091, Base Lr: 2.02e-04
2024-05-18 21:34:14 transreid.train INFO: Epoch[10] Iter[210/486] Loss: 6.040, Acc: 0.092, Base Lr: 2.02e-04
2024-05-18 21:34:17 transreid.train INFO: Epoch[10] Iter[220/486] Loss: 6.037, Acc: 0.092, Base Lr: 2.02e-04
2024-05-18 21:34:19 transreid.train INFO: Epoch[10] Iter[230/486] Loss: 6.026, Acc: 0.094, Base Lr: 2.02e-04
2024-05-18 21:34:21 transreid.train INFO: Epoch[10] Iter[240/486] Loss: 6.016, Acc: 0.095, Base Lr: 2.02e-04
2024-05-18 21:34:24 transreid.train INFO: Epoch[10] Iter[250/486] Loss: 6.007, Acc: 0.096, Base Lr: 2.02e-04
2024-05-18 21:34:26 transreid.train INFO: Epoch[10] Iter[260/486] Loss: 5.996, Acc: 0.097, Base Lr: 2.02e-04
2024-05-18 21:34:29 transreid.train INFO: Epoch[10] Iter[270/486] Loss: 5.983, Acc: 0.100, Base Lr: 2.02e-04
2024-05-18 21:34:31 transreid.train INFO: Epoch[10] Iter[280/486] Loss: 5.968, Acc: 0.103, Base Lr: 2.02e-04
2024-05-18 21:34:34 transreid.train INFO: Epoch[10] Iter[290/486] Loss: 5.950, Acc: 0.107, Base Lr: 2.02e-04
2024-05-18 21:34:36 transreid.train INFO: Epoch[10] Iter[300/486] Loss: 5.937, Acc: 0.109, Base Lr: 2.02e-04
2024-05-18 21:34:39 transreid.train INFO: Epoch[10] Iter[310/486] Loss: 5.923, Acc: 0.111, Base Lr: 2.02e-04
2024-05-18 21:34:41 transreid.train INFO: Epoch[10] Iter[320/486] Loss: 5.910, Acc: 0.113, Base Lr: 2.02e-04
2024-05-18 21:34:44 transreid.train INFO: Epoch[10] Iter[330/486] Loss: 5.895, Acc: 0.115, Base Lr: 2.02e-04
2024-05-18 21:34:46 transreid.train INFO: Epoch[10] Iter[340/486] Loss: 5.882, Acc: 0.119, Base Lr: 2.02e-04
2024-05-18 21:34:49 transreid.train INFO: Epoch[10] Iter[350/486] Loss: 5.863, Acc: 0.123, Base Lr: 2.02e-04
2024-05-18 21:34:51 transreid.train INFO: Epoch[10] Iter[360/486] Loss: 5.840, Acc: 0.128, Base Lr: 2.02e-04
2024-05-18 21:34:54 transreid.train INFO: Epoch[10] Iter[370/486] Loss: 5.824, Acc: 0.131, Base Lr: 2.02e-04
2024-05-18 21:34:56 transreid.train INFO: Epoch[10] Iter[380/486] Loss: 5.795, Acc: 0.137, Base Lr: 2.02e-04
2024-05-18 21:34:59 transreid.train INFO: Epoch[10] Iter[390/486] Loss: 5.770, Acc: 0.143, Base Lr: 2.02e-04
2024-05-18 21:35:01 transreid.train INFO: Epoch[10] Iter[400/486] Loss: 5.745, Acc: 0.149, Base Lr: 2.02e-04
2024-05-18 21:35:03 transreid.train INFO: Epoch[10] Iter[410/486] Loss: 5.714, Acc: 0.158, Base Lr: 2.02e-04
2024-05-18 21:35:06 transreid.train INFO: Epoch[10] Iter[420/486] Loss: 5.681, Acc: 0.166, Base Lr: 2.02e-04
2024-05-18 21:35:08 transreid.train INFO: Epoch[10] Iter[430/486] Loss: 5.646, Acc: 0.176, Base Lr: 2.02e-04
2024-05-18 21:35:11 transreid.train INFO: Epoch[10] Iter[440/486] Loss: 5.606, Acc: 0.187, Base Lr: 2.02e-04
2024-05-18 21:35:13 transreid.train INFO: Epoch[10] Iter[450/486] Loss: 5.564, Acc: 0.199, Base Lr: 2.02e-04
2024-05-18 21:35:16 transreid.train INFO: Epoch[10] Iter[460/486] Loss: 5.517, Acc: 0.212, Base Lr: 2.02e-04
2024-05-18 21:35:18 transreid.train INFO: Epoch[10] Iter[470/486] Loss: 5.464, Acc: 0.226, Base Lr: 2.02e-04
2024-05-18 21:35:20 transreid.train INFO: Epoch 10 done. Time per epoch: 118.401[s] Speed: 256.8[samples/s]
2024-05-18 21:35:23 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 5.863, Acc: 0.094, Base Lr: 2.22e-04
2024-05-18 21:35:25 transreid.train INFO: Epoch[11] Iter[20/486] Loss: 5.837, Acc: 0.102, Base Lr: 2.22e-04
2024-05-18 21:35:28 transreid.train INFO: Epoch[11] Iter[30/486] Loss: 5.851, Acc: 0.089, Base Lr: 2.22e-04
2024-05-18 21:35:30 transreid.train INFO: Epoch[11] Iter[40/486] Loss: 5.879, Acc: 0.083, Base Lr: 2.22e-04
2024-05-18 21:35:33 transreid.train INFO: Epoch[11] Iter[50/486] Loss: 5.874, Acc: 0.079, Base Lr: 2.22e-04
2024-05-18 21:35:35 transreid.train INFO: Epoch[11] Iter[60/486] Loss: 5.884, Acc: 0.082, Base Lr: 2.22e-04
2024-05-18 21:35:38 transreid.train INFO: Epoch[11] Iter[70/486] Loss: 5.875, Acc: 0.081, Base Lr: 2.22e-04
2024-05-18 21:35:40 transreid.train INFO: Epoch[11] Iter[80/486] Loss: 5.865, Acc: 0.080, Base Lr: 2.22e-04
2024-05-18 21:35:43 transreid.train INFO: Epoch[11] Iter[90/486] Loss: 5.873, Acc: 0.082, Base Lr: 2.22e-04
2024-05-18 21:35:45 transreid.train INFO: Epoch[11] Iter[100/486] Loss: 5.873, Acc: 0.083, Base Lr: 2.22e-04
2024-05-18 21:35:48 transreid.train INFO: Epoch[11] Iter[110/486] Loss: 5.868, Acc: 0.086, Base Lr: 2.22e-04
2024-05-18 21:35:50 transreid.train INFO: Epoch[11] Iter[120/486] Loss: 5.848, Acc: 0.088, Base Lr: 2.22e-04
2024-05-18 21:35:52 transreid.train INFO: Epoch[11] Iter[130/486] Loss: 5.839, Acc: 0.087, Base Lr: 2.22e-04
2024-05-18 21:35:55 transreid.train INFO: Epoch[11] Iter[140/486] Loss: 5.830, Acc: 0.089, Base Lr: 2.22e-04
2024-05-18 21:35:57 transreid.train INFO: Epoch[11] Iter[150/486] Loss: 5.825, Acc: 0.088, Base Lr: 2.22e-04
2024-05-18 21:36:00 transreid.train INFO: Epoch[11] Iter[160/486] Loss: 5.816, Acc: 0.089, Base Lr: 2.22e-04
2024-05-18 21:36:02 transreid.train INFO: Epoch[11] Iter[170/486] Loss: 5.796, Acc: 0.092, Base Lr: 2.22e-04
2024-05-18 21:36:05 transreid.train INFO: Epoch[11] Iter[180/486] Loss: 5.784, Acc: 0.094, Base Lr: 2.22e-04
2024-05-18 21:36:07 transreid.train INFO: Epoch[11] Iter[190/486] Loss: 5.778, Acc: 0.095, Base Lr: 2.22e-04
2024-05-18 21:36:10 transreid.train INFO: Epoch[11] Iter[200/486] Loss: 5.760, Acc: 0.098, Base Lr: 2.22e-04
2024-05-18 21:36:12 transreid.train INFO: Epoch[11] Iter[210/486] Loss: 5.758, Acc: 0.097, Base Lr: 2.22e-04
2024-05-18 21:36:15 transreid.train INFO: Epoch[11] Iter[220/486] Loss: 5.740, Acc: 0.100, Base Lr: 2.22e-04
2024-05-18 21:36:17 transreid.train INFO: Epoch[11] Iter[230/486] Loss: 5.720, Acc: 0.102, Base Lr: 2.22e-04
2024-05-18 21:36:20 transreid.train INFO: Epoch[11] Iter[240/486] Loss: 5.713, Acc: 0.104, Base Lr: 2.22e-04
2024-05-18 21:36:22 transreid.train INFO: Epoch[11] Iter[250/486] Loss: 5.702, Acc: 0.107, Base Lr: 2.22e-04
2024-05-18 21:36:25 transreid.train INFO: Epoch[11] Iter[260/486] Loss: 5.697, Acc: 0.106, Base Lr: 2.22e-04
2024-05-18 21:36:27 transreid.train INFO: Epoch[11] Iter[270/486] Loss: 5.685, Acc: 0.107, Base Lr: 2.22e-04
2024-05-18 21:36:29 transreid.train INFO: Epoch[11] Iter[280/486] Loss: 5.669, Acc: 0.110, Base Lr: 2.22e-04
2024-05-18 21:36:32 transreid.train INFO: Epoch[11] Iter[290/486] Loss: 5.655, Acc: 0.112, Base Lr: 2.22e-04
2024-05-18 21:36:34 transreid.train INFO: Epoch[11] Iter[300/486] Loss: 5.633, Acc: 0.117, Base Lr: 2.22e-04
2024-05-18 21:36:37 transreid.train INFO: Epoch[11] Iter[310/486] Loss: 5.616, Acc: 0.121, Base Lr: 2.22e-04
2024-05-18 21:36:39 transreid.train INFO: Epoch[11] Iter[320/486] Loss: 5.592, Acc: 0.126, Base Lr: 2.22e-04
2024-05-18 21:36:42 transreid.train INFO: Epoch[11] Iter[330/486] Loss: 5.572, Acc: 0.129, Base Lr: 2.22e-04
2024-05-18 21:36:44 transreid.train INFO: Epoch[11] Iter[340/486] Loss: 5.552, Acc: 0.133, Base Lr: 2.22e-04
2024-05-18 21:36:47 transreid.train INFO: Epoch[11] Iter[350/486] Loss: 5.527, Acc: 0.138, Base Lr: 2.22e-04
2024-05-18 21:36:49 transreid.train INFO: Epoch[11] Iter[360/486] Loss: 5.503, Acc: 0.143, Base Lr: 2.22e-04
2024-05-18 21:36:52 transreid.train INFO: Epoch[11] Iter[370/486] Loss: 5.480, Acc: 0.147, Base Lr: 2.22e-04
2024-05-18 21:36:54 transreid.train INFO: Epoch[11] Iter[380/486] Loss: 5.455, Acc: 0.153, Base Lr: 2.22e-04
2024-05-18 21:36:57 transreid.train INFO: Epoch[11] Iter[390/486] Loss: 5.428, Acc: 0.159, Base Lr: 2.22e-04
2024-05-18 21:36:59 transreid.train INFO: Epoch[11] Iter[400/486] Loss: 5.398, Acc: 0.166, Base Lr: 2.22e-04
2024-05-18 21:37:02 transreid.train INFO: Epoch[11] Iter[410/486] Loss: 5.367, Acc: 0.175, Base Lr: 2.22e-04
2024-05-18 21:37:04 transreid.train INFO: Epoch[11] Iter[420/486] Loss: 5.328, Acc: 0.185, Base Lr: 2.22e-04
2024-05-18 21:37:06 transreid.train INFO: Epoch[11] Iter[430/486] Loss: 5.292, Acc: 0.195, Base Lr: 2.22e-04
2024-05-18 21:37:09 transreid.train INFO: Epoch[11] Iter[440/486] Loss: 5.252, Acc: 0.206, Base Lr: 2.22e-04
2024-05-18 21:37:11 transreid.train INFO: Epoch[11] Iter[450/486] Loss: 5.206, Acc: 0.219, Base Lr: 2.22e-04
2024-05-18 21:37:14 transreid.train INFO: Epoch[11] Iter[460/486] Loss: 5.152, Acc: 0.233, Base Lr: 2.22e-04
2024-05-18 21:37:16 transreid.train INFO: Epoch[11] Iter[470/486] Loss: 5.090, Acc: 0.247, Base Lr: 2.22e-04
2024-05-18 21:37:17 transreid.train INFO: Epoch 11 done. Time per epoch: 117.299[s] Speed: 257.5[samples/s]
2024-05-18 21:37:20 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 5.479, Acc: 0.120, Base Lr: 2.42e-04
2024-05-18 21:37:23 transreid.train INFO: Epoch[12] Iter[20/486] Loss: 5.535, Acc: 0.109, Base Lr: 2.42e-04
2024-05-18 21:37:25 transreid.train INFO: Epoch[12] Iter[30/486] Loss: 5.549, Acc: 0.102, Base Lr: 2.42e-04
2024-05-18 21:37:28 transreid.train INFO: Epoch[12] Iter[40/486] Loss: 5.563, Acc: 0.103, Base Lr: 2.42e-04
2024-05-18 21:37:30 transreid.train INFO: Epoch[12] Iter[50/486] Loss: 5.563, Acc: 0.101, Base Lr: 2.42e-04
2024-05-18 21:37:33 transreid.train INFO: Epoch[12] Iter[60/486] Loss: 5.552, Acc: 0.100, Base Lr: 2.42e-04
2024-05-18 21:37:35 transreid.train INFO: Epoch[12] Iter[70/486] Loss: 5.564, Acc: 0.100, Base Lr: 2.42e-04
2024-05-18 21:37:38 transreid.train INFO: Epoch[12] Iter[80/486] Loss: 5.579, Acc: 0.098, Base Lr: 2.42e-04
2024-05-18 21:37:40 transreid.train INFO: Epoch[12] Iter[90/486] Loss: 5.546, Acc: 0.105, Base Lr: 2.42e-04
2024-05-18 21:37:42 transreid.train INFO: Epoch[12] Iter[100/486] Loss: 5.549, Acc: 0.103, Base Lr: 2.42e-04
2024-05-18 21:37:45 transreid.train INFO: Epoch[12] Iter[110/486] Loss: 5.540, Acc: 0.105, Base Lr: 2.42e-04
2024-05-18 21:37:47 transreid.train INFO: Epoch[12] Iter[120/486] Loss: 5.544, Acc: 0.106, Base Lr: 2.42e-04
2024-05-18 21:37:50 transreid.train INFO: Epoch[12] Iter[130/486] Loss: 5.543, Acc: 0.106, Base Lr: 2.42e-04
2024-05-18 21:37:52 transreid.train INFO: Epoch[12] Iter[140/486] Loss: 5.532, Acc: 0.108, Base Lr: 2.42e-04
2024-05-18 21:37:55 transreid.train INFO: Epoch[12] Iter[150/486] Loss: 5.523, Acc: 0.109, Base Lr: 2.42e-04
2024-05-18 21:37:57 transreid.train INFO: Epoch[12] Iter[160/486] Loss: 5.520, Acc: 0.109, Base Lr: 2.42e-04
2024-05-18 21:38:00 transreid.train INFO: Epoch[12] Iter[170/486] Loss: 5.505, Acc: 0.112, Base Lr: 2.42e-04
2024-05-18 21:38:02 transreid.train INFO: Epoch[12] Iter[180/486] Loss: 5.499, Acc: 0.112, Base Lr: 2.42e-04
2024-05-18 21:38:05 transreid.train INFO: Epoch[12] Iter[190/486] Loss: 5.482, Acc: 0.115, Base Lr: 2.42e-04
2024-05-18 21:38:07 transreid.train INFO: Epoch[12] Iter[200/486] Loss: 5.465, Acc: 0.117, Base Lr: 2.42e-04
2024-05-18 21:38:09 transreid.train INFO: Epoch[12] Iter[210/486] Loss: 5.454, Acc: 0.117, Base Lr: 2.42e-04
2024-05-18 21:38:12 transreid.train INFO: Epoch[12] Iter[220/486] Loss: 5.440, Acc: 0.120, Base Lr: 2.42e-04
2024-05-18 21:38:14 transreid.train INFO: Epoch[12] Iter[230/486] Loss: 5.426, Acc: 0.123, Base Lr: 2.42e-04
2024-05-18 21:38:17 transreid.train INFO: Epoch[12] Iter[240/486] Loss: 5.414, Acc: 0.124, Base Lr: 2.42e-04
2024-05-18 21:38:19 transreid.train INFO: Epoch[12] Iter[250/486] Loss: 5.404, Acc: 0.127, Base Lr: 2.42e-04
2024-05-18 21:38:22 transreid.train INFO: Epoch[12] Iter[260/486] Loss: 5.383, Acc: 0.131, Base Lr: 2.42e-04
2024-05-18 21:38:24 transreid.train INFO: Epoch[12] Iter[270/486] Loss: 5.375, Acc: 0.131, Base Lr: 2.42e-04
2024-05-18 21:38:27 transreid.train INFO: Epoch[12] Iter[280/486] Loss: 5.362, Acc: 0.133, Base Lr: 2.42e-04
2024-05-18 21:38:29 transreid.train INFO: Epoch[12] Iter[290/486] Loss: 5.341, Acc: 0.137, Base Lr: 2.42e-04
2024-05-18 21:38:32 transreid.train INFO: Epoch[12] Iter[300/486] Loss: 5.320, Acc: 0.141, Base Lr: 2.42e-04
2024-05-18 21:38:34 transreid.train INFO: Epoch[12] Iter[310/486] Loss: 5.297, Acc: 0.145, Base Lr: 2.42e-04
2024-05-18 21:38:37 transreid.train INFO: Epoch[12] Iter[320/486] Loss: 5.275, Acc: 0.149, Base Lr: 2.42e-04
2024-05-18 21:38:39 transreid.train INFO: Epoch[12] Iter[330/486] Loss: 5.253, Acc: 0.154, Base Lr: 2.42e-04
2024-05-18 21:38:42 transreid.train INFO: Epoch[12] Iter[340/486] Loss: 5.234, Acc: 0.157, Base Lr: 2.42e-04
2024-05-18 21:38:44 transreid.train INFO: Epoch[12] Iter[350/486] Loss: 5.211, Acc: 0.163, Base Lr: 2.42e-04
2024-05-18 21:38:46 transreid.train INFO: Epoch[12] Iter[360/486] Loss: 5.187, Acc: 0.168, Base Lr: 2.42e-04
2024-05-18 21:38:49 transreid.train INFO: Epoch[12] Iter[370/486] Loss: 5.162, Acc: 0.173, Base Lr: 2.42e-04
2024-05-18 21:38:51 transreid.train INFO: Epoch[12] Iter[380/486] Loss: 5.130, Acc: 0.181, Base Lr: 2.42e-04
2024-05-18 21:38:54 transreid.train INFO: Epoch[12] Iter[390/486] Loss: 5.097, Acc: 0.189, Base Lr: 2.42e-04
2024-05-18 21:38:56 transreid.train INFO: Epoch[12] Iter[400/486] Loss: 5.061, Acc: 0.197, Base Lr: 2.42e-04
2024-05-18 21:38:59 transreid.train INFO: Epoch[12] Iter[410/486] Loss: 5.031, Acc: 0.204, Base Lr: 2.42e-04
2024-05-18 21:39:01 transreid.train INFO: Epoch[12] Iter[420/486] Loss: 4.990, Acc: 0.215, Base Lr: 2.42e-04
2024-05-18 21:39:04 transreid.train INFO: Epoch[12] Iter[430/486] Loss: 4.948, Acc: 0.226, Base Lr: 2.42e-04
2024-05-18 21:39:06 transreid.train INFO: Epoch[12] Iter[440/486] Loss: 4.906, Acc: 0.237, Base Lr: 2.42e-04
2024-05-18 21:39:09 transreid.train INFO: Epoch[12] Iter[450/486] Loss: 4.856, Acc: 0.250, Base Lr: 2.42e-04
2024-05-18 21:39:11 transreid.train INFO: Epoch[12] Iter[460/486] Loss: 4.799, Acc: 0.264, Base Lr: 2.42e-04
2024-05-18 21:39:14 transreid.train INFO: Epoch[12] Iter[470/486] Loss: 4.738, Acc: 0.278, Base Lr: 2.42e-04
2024-05-18 21:39:15 transreid.train INFO: Epoch 12 done. Time per epoch: 118.121[s] Speed: 257.4[samples/s]
2024-05-18 21:39:18 transreid.train INFO: Epoch[13] Iter[10/486] Loss: 5.438, Acc: 0.145, Base Lr: 2.61e-04
2024-05-18 21:39:21 transreid.train INFO: Epoch[13] Iter[20/486] Loss: 5.425, Acc: 0.134, Base Lr: 2.61e-04
2024-05-18 21:39:23 transreid.train INFO: Epoch[13] Iter[30/486] Loss: 5.375, Acc: 0.128, Base Lr: 2.61e-04
2024-05-18 21:39:26 transreid.train INFO: Epoch[13] Iter[40/486] Loss: 5.399, Acc: 0.124, Base Lr: 2.61e-04
2024-05-18 21:39:28 transreid.train INFO: Epoch[13] Iter[50/486] Loss: 5.383, Acc: 0.121, Base Lr: 2.61e-04
2024-05-18 21:39:31 transreid.train INFO: Epoch[13] Iter[60/486] Loss: 5.369, Acc: 0.122, Base Lr: 2.61e-04
2024-05-18 21:39:33 transreid.train INFO: Epoch[13] Iter[70/486] Loss: 5.372, Acc: 0.120, Base Lr: 2.61e-04
2024-05-18 21:39:36 transreid.train INFO: Epoch[13] Iter[80/486] Loss: 5.363, Acc: 0.119, Base Lr: 2.61e-04
2024-05-18 21:39:38 transreid.train INFO: Epoch[13] Iter[90/486] Loss: 5.355, Acc: 0.118, Base Lr: 2.61e-04
2024-05-18 21:39:41 transreid.train INFO: Epoch[13] Iter[100/486] Loss: 5.335, Acc: 0.120, Base Lr: 2.61e-04
2024-05-18 21:39:43 transreid.train INFO: Epoch[13] Iter[110/486] Loss: 5.336, Acc: 0.118, Base Lr: 2.61e-04
2024-05-18 21:39:46 transreid.train INFO: Epoch[13] Iter[120/486] Loss: 5.325, Acc: 0.120, Base Lr: 2.61e-04
2024-05-18 21:39:48 transreid.train INFO: Epoch[13] Iter[130/486] Loss: 5.325, Acc: 0.118, Base Lr: 2.61e-04
2024-05-18 21:39:50 transreid.train INFO: Epoch[13] Iter[140/486] Loss: 5.310, Acc: 0.120, Base Lr: 2.61e-04
2024-05-18 21:39:53 transreid.train INFO: Epoch[13] Iter[150/486] Loss: 5.291, Acc: 0.124, Base Lr: 2.61e-04
2024-05-18 21:39:55 transreid.train INFO: Epoch[13] Iter[160/486] Loss: 5.281, Acc: 0.125, Base Lr: 2.61e-04
2024-05-18 21:39:58 transreid.train INFO: Epoch[13] Iter[170/486] Loss: 5.267, Acc: 0.126, Base Lr: 2.61e-04
2024-05-18 21:40:00 transreid.train INFO: Epoch[13] Iter[180/486] Loss: 5.259, Acc: 0.128, Base Lr: 2.61e-04
2024-05-18 21:40:03 transreid.train INFO: Epoch[13] Iter[190/486] Loss: 5.240, Acc: 0.131, Base Lr: 2.61e-04
2024-05-18 21:40:05 transreid.train INFO: Epoch[13] Iter[200/486] Loss: 5.216, Acc: 0.135, Base Lr: 2.61e-04
2024-05-18 21:40:08 transreid.train INFO: Epoch[13] Iter[210/486] Loss: 5.206, Acc: 0.137, Base Lr: 2.61e-04
2024-05-18 21:40:10 transreid.train INFO: Epoch[13] Iter[220/486] Loss: 5.184, Acc: 0.142, Base Lr: 2.61e-04
2024-05-18 21:40:13 transreid.train INFO: Epoch[13] Iter[230/486] Loss: 5.167, Acc: 0.144, Base Lr: 2.61e-04
2024-05-18 21:40:15 transreid.train INFO: Epoch[13] Iter[240/486] Loss: 5.150, Acc: 0.147, Base Lr: 2.61e-04
2024-05-18 21:40:18 transreid.train INFO: Epoch[13] Iter[250/486] Loss: 5.130, Acc: 0.150, Base Lr: 2.61e-04
2024-05-18 21:40:20 transreid.train INFO: Epoch[13] Iter[260/486] Loss: 5.109, Acc: 0.153, Base Lr: 2.61e-04
2024-05-18 21:40:23 transreid.train INFO: Epoch[13] Iter[270/486] Loss: 5.101, Acc: 0.153, Base Lr: 2.61e-04
2024-05-18 21:40:25 transreid.train INFO: Epoch[13] Iter[280/486] Loss: 5.095, Acc: 0.154, Base Lr: 2.61e-04
2024-05-18 21:40:27 transreid.train INFO: Epoch[13] Iter[290/486] Loss: 5.075, Acc: 0.158, Base Lr: 2.61e-04
2024-05-18 21:40:30 transreid.train INFO: Epoch[13] Iter[300/486] Loss: 5.046, Acc: 0.164, Base Lr: 2.61e-04
2024-05-18 21:40:32 transreid.train INFO: Epoch[13] Iter[310/486] Loss: 5.024, Acc: 0.166, Base Lr: 2.61e-04
2024-05-18 21:40:35 transreid.train INFO: Epoch[13] Iter[320/486] Loss: 5.001, Acc: 0.172, Base Lr: 2.61e-04
2024-05-18 21:40:37 transreid.train INFO: Epoch[13] Iter[330/486] Loss: 4.981, Acc: 0.176, Base Lr: 2.61e-04
2024-05-18 21:40:40 transreid.train INFO: Epoch[13] Iter[340/486] Loss: 4.954, Acc: 0.182, Base Lr: 2.61e-04
2024-05-18 21:40:42 transreid.train INFO: Epoch[13] Iter[350/486] Loss: 4.927, Acc: 0.188, Base Lr: 2.61e-04
2024-05-18 21:40:45 transreid.train INFO: Epoch[13] Iter[360/486] Loss: 4.893, Acc: 0.195, Base Lr: 2.61e-04
2024-05-18 21:40:47 transreid.train INFO: Epoch[13] Iter[370/486] Loss: 4.868, Acc: 0.201, Base Lr: 2.61e-04
2024-05-18 21:40:50 transreid.train INFO: Epoch[13] Iter[380/486] Loss: 4.833, Acc: 0.209, Base Lr: 2.61e-04
2024-05-18 21:40:52 transreid.train INFO: Epoch[13] Iter[390/486] Loss: 4.805, Acc: 0.216, Base Lr: 2.61e-04
2024-05-18 21:40:55 transreid.train INFO: Epoch[13] Iter[400/486] Loss: 4.769, Acc: 0.225, Base Lr: 2.61e-04
2024-05-18 21:40:57 transreid.train INFO: Epoch[13] Iter[410/486] Loss: 4.725, Acc: 0.236, Base Lr: 2.61e-04
2024-05-18 21:41:00 transreid.train INFO: Epoch[13] Iter[420/486] Loss: 4.676, Acc: 0.248, Base Lr: 2.61e-04
2024-05-18 21:41:02 transreid.train INFO: Epoch[13] Iter[430/486] Loss: 4.626, Acc: 0.261, Base Lr: 2.61e-04
2024-05-18 21:41:04 transreid.train INFO: Epoch[13] Iter[440/486] Loss: 4.574, Acc: 0.274, Base Lr: 2.61e-04
2024-05-18 21:41:07 transreid.train INFO: Epoch[13] Iter[450/486] Loss: 4.520, Acc: 0.287, Base Lr: 2.61e-04
2024-05-18 21:41:09 transreid.train INFO: Epoch[13] Iter[460/486] Loss: 4.460, Acc: 0.301, Base Lr: 2.61e-04
2024-05-18 21:41:12 transreid.train INFO: Epoch[13] Iter[470/486] Loss: 4.395, Acc: 0.315, Base Lr: 2.61e-04
2024-05-18 21:41:12 transreid.train INFO: Epoch 13 done. Time per epoch: 117.437[s] Speed: 257.2[samples/s]
2024-05-18 21:41:16 transreid.train INFO: Epoch[14] Iter[10/486] Loss: 5.162, Acc: 0.122, Base Lr: 2.81e-04
2024-05-18 21:41:18 transreid.train INFO: Epoch[14] Iter[20/486] Loss: 5.247, Acc: 0.118, Base Lr: 2.81e-04
2024-05-18 21:41:21 transreid.train INFO: Epoch[14] Iter[30/486] Loss: 5.225, Acc: 0.118, Base Lr: 2.81e-04
2024-05-18 21:41:23 transreid.train INFO: Epoch[14] Iter[40/486] Loss: 5.232, Acc: 0.123, Base Lr: 2.81e-04
2024-05-18 21:41:26 transreid.train INFO: Epoch[14] Iter[50/486] Loss: 5.197, Acc: 0.130, Base Lr: 2.81e-04
2024-05-18 21:41:28 transreid.train INFO: Epoch[14] Iter[60/486] Loss: 5.166, Acc: 0.135, Base Lr: 2.81e-04
2024-05-18 21:41:31 transreid.train INFO: Epoch[14] Iter[70/486] Loss: 5.103, Acc: 0.147, Base Lr: 2.81e-04
2024-05-18 21:41:33 transreid.train INFO: Epoch[14] Iter[80/486] Loss: 5.097, Acc: 0.143, Base Lr: 2.81e-04
2024-05-18 21:41:36 transreid.train INFO: Epoch[14] Iter[90/486] Loss: 5.068, Acc: 0.148, Base Lr: 2.81e-04
2024-05-18 21:41:38 transreid.train INFO: Epoch[14] Iter[100/486] Loss: 5.060, Acc: 0.147, Base Lr: 2.81e-04
2024-05-18 21:41:40 transreid.train INFO: Epoch[14] Iter[110/486] Loss: 5.056, Acc: 0.150, Base Lr: 2.81e-04
2024-05-18 21:41:43 transreid.train INFO: Epoch[14] Iter[120/486] Loss: 5.047, Acc: 0.152, Base Lr: 2.81e-04
2024-05-18 21:41:45 transreid.train INFO: Epoch[14] Iter[130/486] Loss: 5.035, Acc: 0.155, Base Lr: 2.81e-04
2024-05-18 21:41:48 transreid.train INFO: Epoch[14] Iter[140/486] Loss: 5.010, Acc: 0.161, Base Lr: 2.81e-04
2024-05-18 21:41:50 transreid.train INFO: Epoch[14] Iter[150/486] Loss: 5.002, Acc: 0.162, Base Lr: 2.81e-04
2024-05-18 21:41:53 transreid.train INFO: Epoch[14] Iter[160/486] Loss: 4.991, Acc: 0.163, Base Lr: 2.81e-04
2024-05-18 21:41:55 transreid.train INFO: Epoch[14] Iter[170/486] Loss: 4.975, Acc: 0.166, Base Lr: 2.81e-04
2024-05-18 21:41:58 transreid.train INFO: Epoch[14] Iter[180/486] Loss: 4.958, Acc: 0.166, Base Lr: 2.81e-04
2024-05-18 21:42:00 transreid.train INFO: Epoch[14] Iter[190/486] Loss: 4.945, Acc: 0.169, Base Lr: 2.81e-04
2024-05-18 21:42:03 transreid.train INFO: Epoch[14] Iter[200/486] Loss: 4.928, Acc: 0.170, Base Lr: 2.81e-04
2024-05-18 21:42:05 transreid.train INFO: Epoch[14] Iter[210/486] Loss: 4.916, Acc: 0.171, Base Lr: 2.81e-04
2024-05-18 21:42:08 transreid.train INFO: Epoch[14] Iter[220/486] Loss: 4.901, Acc: 0.171, Base Lr: 2.81e-04
2024-05-18 21:42:10 transreid.train INFO: Epoch[14] Iter[230/486] Loss: 4.888, Acc: 0.174, Base Lr: 2.81e-04
2024-05-18 21:42:13 transreid.train INFO: Epoch[14] Iter[240/486] Loss: 4.875, Acc: 0.175, Base Lr: 2.81e-04
2024-05-18 21:42:15 transreid.train INFO: Epoch[14] Iter[250/486] Loss: 4.859, Acc: 0.178, Base Lr: 2.81e-04
2024-05-18 21:42:17 transreid.train INFO: Epoch[14] Iter[260/486] Loss: 4.838, Acc: 0.182, Base Lr: 2.81e-04
2024-05-18 21:42:20 transreid.train INFO: Epoch[14] Iter[270/486] Loss: 4.818, Acc: 0.186, Base Lr: 2.81e-04
2024-05-18 21:42:22 transreid.train INFO: Epoch[14] Iter[280/486] Loss: 4.800, Acc: 0.189, Base Lr: 2.81e-04
2024-05-18 21:42:25 transreid.train INFO: Epoch[14] Iter[290/486] Loss: 4.775, Acc: 0.194, Base Lr: 2.81e-04
2024-05-18 21:42:27 transreid.train INFO: Epoch[14] Iter[300/486] Loss: 4.751, Acc: 0.199, Base Lr: 2.81e-04
2024-05-18 21:42:30 transreid.train INFO: Epoch[14] Iter[310/486] Loss: 4.720, Acc: 0.206, Base Lr: 2.81e-04
2024-05-18 21:42:32 transreid.train INFO: Epoch[14] Iter[320/486] Loss: 4.699, Acc: 0.210, Base Lr: 2.81e-04
2024-05-18 21:42:35 transreid.train INFO: Epoch[14] Iter[330/486] Loss: 4.665, Acc: 0.217, Base Lr: 2.81e-04
2024-05-18 21:42:37 transreid.train INFO: Epoch[14] Iter[340/486] Loss: 4.639, Acc: 0.222, Base Lr: 2.81e-04
2024-05-18 21:42:40 transreid.train INFO: Epoch[14] Iter[350/486] Loss: 4.619, Acc: 0.227, Base Lr: 2.81e-04
2024-05-18 21:42:42 transreid.train INFO: Epoch[14] Iter[360/486] Loss: 4.595, Acc: 0.232, Base Lr: 2.81e-04
2024-05-18 21:42:45 transreid.train INFO: Epoch[14] Iter[370/486] Loss: 4.559, Acc: 0.241, Base Lr: 2.81e-04
2024-05-18 21:42:47 transreid.train INFO: Epoch[14] Iter[380/486] Loss: 4.521, Acc: 0.250, Base Lr: 2.81e-04
2024-05-18 21:42:49 transreid.train INFO: Epoch[14] Iter[390/486] Loss: 4.485, Acc: 0.260, Base Lr: 2.81e-04
2024-05-18 21:42:52 transreid.train INFO: Epoch[14] Iter[400/486] Loss: 4.446, Acc: 0.270, Base Lr: 2.81e-04
2024-05-18 21:42:54 transreid.train INFO: Epoch[14] Iter[410/486] Loss: 4.402, Acc: 0.281, Base Lr: 2.81e-04
2024-05-18 21:42:57 transreid.train INFO: Epoch[14] Iter[420/486] Loss: 4.356, Acc: 0.292, Base Lr: 2.81e-04
2024-05-18 21:42:59 transreid.train INFO: Epoch[14] Iter[430/486] Loss: 4.308, Acc: 0.304, Base Lr: 2.81e-04
2024-05-18 21:43:02 transreid.train INFO: Epoch[14] Iter[440/486] Loss: 4.255, Acc: 0.317, Base Lr: 2.81e-04
2024-05-18 21:43:04 transreid.train INFO: Epoch[14] Iter[450/486] Loss: 4.198, Acc: 0.331, Base Lr: 2.81e-04
2024-05-18 21:43:07 transreid.train INFO: Epoch[14] Iter[460/486] Loss: 4.141, Acc: 0.344, Base Lr: 2.81e-04
2024-05-18 21:43:09 transreid.train INFO: Epoch[14] Iter[470/486] Loss: 4.082, Acc: 0.358, Base Lr: 2.81e-04
2024-05-18 21:43:10 transreid.train INFO: Epoch 14 done. Time per epoch: 117.825[s] Speed: 257.5[samples/s]
2024-05-18 21:43:14 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 4.977, Acc: 0.141, Base Lr: 3.01e-04
2024-05-18 21:43:16 transreid.train INFO: Epoch[15] Iter[20/486] Loss: 4.908, Acc: 0.162, Base Lr: 3.01e-04
2024-05-18 21:43:19 transreid.train INFO: Epoch[15] Iter[30/486] Loss: 4.894, Acc: 0.164, Base Lr: 3.01e-04
2024-05-18 21:43:21 transreid.train INFO: Epoch[15] Iter[40/486] Loss: 4.843, Acc: 0.173, Base Lr: 3.01e-04
2024-05-18 21:43:23 transreid.train INFO: Epoch[15] Iter[50/486] Loss: 4.785, Acc: 0.183, Base Lr: 3.01e-04
2024-05-18 21:43:26 transreid.train INFO: Epoch[15] Iter[60/486] Loss: 4.791, Acc: 0.179, Base Lr: 3.01e-04
2024-05-18 21:43:28 transreid.train INFO: Epoch[15] Iter[70/486] Loss: 4.785, Acc: 0.181, Base Lr: 3.01e-04
2024-05-18 21:43:31 transreid.train INFO: Epoch[15] Iter[80/486] Loss: 4.792, Acc: 0.180, Base Lr: 3.01e-04
2024-05-18 21:43:33 transreid.train INFO: Epoch[15] Iter[90/486] Loss: 4.768, Acc: 0.187, Base Lr: 3.01e-04
2024-05-18 21:43:36 transreid.train INFO: Epoch[15] Iter[100/486] Loss: 4.745, Acc: 0.188, Base Lr: 3.01e-04
2024-05-18 21:43:38 transreid.train INFO: Epoch[15] Iter[110/486] Loss: 4.734, Acc: 0.188, Base Lr: 3.01e-04
2024-05-18 21:43:41 transreid.train INFO: Epoch[15] Iter[120/486] Loss: 4.733, Acc: 0.186, Base Lr: 3.01e-04
2024-05-18 21:43:43 transreid.train INFO: Epoch[15] Iter[130/486] Loss: 4.710, Acc: 0.192, Base Lr: 3.01e-04
2024-05-18 21:43:46 transreid.train INFO: Epoch[15] Iter[140/486] Loss: 4.700, Acc: 0.193, Base Lr: 3.01e-04
2024-05-18 21:43:48 transreid.train INFO: Epoch[15] Iter[150/486] Loss: 4.713, Acc: 0.191, Base Lr: 3.01e-04
2024-05-18 21:43:51 transreid.train INFO: Epoch[15] Iter[160/486] Loss: 4.707, Acc: 0.193, Base Lr: 3.01e-04
2024-05-18 21:43:53 transreid.train INFO: Epoch[15] Iter[170/486] Loss: 4.709, Acc: 0.192, Base Lr: 3.01e-04
2024-05-18 21:43:56 transreid.train INFO: Epoch[15] Iter[180/486] Loss: 4.689, Acc: 0.195, Base Lr: 3.01e-04
2024-05-18 21:43:58 transreid.train INFO: Epoch[15] Iter[190/486] Loss: 4.670, Acc: 0.199, Base Lr: 3.01e-04
2024-05-18 21:44:00 transreid.train INFO: Epoch[15] Iter[200/486] Loss: 4.651, Acc: 0.202, Base Lr: 3.01e-04
2024-05-18 21:44:03 transreid.train INFO: Epoch[15] Iter[210/486] Loss: 4.633, Acc: 0.205, Base Lr: 3.01e-04
2024-05-18 21:44:05 transreid.train INFO: Epoch[15] Iter[220/486] Loss: 4.618, Acc: 0.207, Base Lr: 3.01e-04
2024-05-18 21:44:08 transreid.train INFO: Epoch[15] Iter[230/486] Loss: 4.591, Acc: 0.212, Base Lr: 3.01e-04
2024-05-18 21:44:10 transreid.train INFO: Epoch[15] Iter[240/486] Loss: 4.574, Acc: 0.215, Base Lr: 3.01e-04
2024-05-18 21:44:13 transreid.train INFO: Epoch[15] Iter[250/486] Loss: 4.555, Acc: 0.220, Base Lr: 3.01e-04
2024-05-18 21:44:15 transreid.train INFO: Epoch[15] Iter[260/486] Loss: 4.533, Acc: 0.223, Base Lr: 3.01e-04
2024-05-18 21:44:18 transreid.train INFO: Epoch[15] Iter[270/486] Loss: 4.503, Acc: 0.229, Base Lr: 3.01e-04
2024-05-18 21:44:20 transreid.train INFO: Epoch[15] Iter[280/486] Loss: 4.479, Acc: 0.232, Base Lr: 3.01e-04
2024-05-18 21:44:23 transreid.train INFO: Epoch[15] Iter[290/486] Loss: 4.457, Acc: 0.237, Base Lr: 3.01e-04
2024-05-18 21:44:25 transreid.train INFO: Epoch[15] Iter[300/486] Loss: 4.430, Acc: 0.242, Base Lr: 3.01e-04
2024-05-18 21:44:28 transreid.train INFO: Epoch[15] Iter[310/486] Loss: 4.403, Acc: 0.247, Base Lr: 3.01e-04
2024-05-18 21:44:30 transreid.train INFO: Epoch[15] Iter[320/486] Loss: 4.374, Acc: 0.255, Base Lr: 3.01e-04
2024-05-18 21:44:32 transreid.train INFO: Epoch[15] Iter[330/486] Loss: 4.348, Acc: 0.261, Base Lr: 3.01e-04
2024-05-18 21:44:35 transreid.train INFO: Epoch[15] Iter[340/486] Loss: 4.315, Acc: 0.268, Base Lr: 3.01e-04
2024-05-18 21:44:37 transreid.train INFO: Epoch[15] Iter[350/486] Loss: 4.284, Acc: 0.275, Base Lr: 3.01e-04
2024-05-18 21:44:40 transreid.train INFO: Epoch[15] Iter[360/486] Loss: 4.247, Acc: 0.283, Base Lr: 3.01e-04
2024-05-18 21:44:42 transreid.train INFO: Epoch[15] Iter[370/486] Loss: 4.218, Acc: 0.291, Base Lr: 3.01e-04
2024-05-18 21:44:45 transreid.train INFO: Epoch[15] Iter[380/486] Loss: 4.175, Acc: 0.302, Base Lr: 3.01e-04
2024-05-18 21:44:47 transreid.train INFO: Epoch[15] Iter[390/486] Loss: 4.133, Acc: 0.311, Base Lr: 3.01e-04
2024-05-18 21:44:50 transreid.train INFO: Epoch[15] Iter[400/486] Loss: 4.091, Acc: 0.322, Base Lr: 3.01e-04
2024-05-18 21:44:52 transreid.train INFO: Epoch[15] Iter[410/486] Loss: 4.044, Acc: 0.334, Base Lr: 3.01e-04
2024-05-18 21:44:55 transreid.train INFO: Epoch[15] Iter[420/486] Loss: 3.997, Acc: 0.345, Base Lr: 3.01e-04
2024-05-18 21:44:57 transreid.train INFO: Epoch[15] Iter[430/486] Loss: 3.949, Acc: 0.355, Base Lr: 3.01e-04
2024-05-18 21:45:00 transreid.train INFO: Epoch[15] Iter[440/486] Loss: 3.896, Acc: 0.368, Base Lr: 3.01e-04
2024-05-18 21:45:02 transreid.train INFO: Epoch[15] Iter[450/486] Loss: 3.839, Acc: 0.381, Base Lr: 3.01e-04
2024-05-18 21:45:05 transreid.train INFO: Epoch[15] Iter[460/486] Loss: 3.783, Acc: 0.393, Base Lr: 3.01e-04
2024-05-18 21:45:07 transreid.train INFO: Epoch[15] Iter[470/486] Loss: 3.726, Acc: 0.405, Base Lr: 3.01e-04
2024-05-18 21:45:08 transreid.train INFO: Epoch 15 done. Time per epoch: 117.624[s] Speed: 257.4[samples/s]
2024-05-18 21:45:11 transreid.train INFO: Epoch[16] Iter[10/486] Loss: 4.675, Acc: 0.203, Base Lr: 3.21e-04
2024-05-18 21:45:14 transreid.train INFO: Epoch[16] Iter[20/486] Loss: 4.628, Acc: 0.206, Base Lr: 3.21e-04
2024-05-18 21:45:16 transreid.train INFO: Epoch[16] Iter[30/486] Loss: 4.616, Acc: 0.207, Base Lr: 3.21e-04
2024-05-18 21:45:19 transreid.train INFO: Epoch[16] Iter[40/486] Loss: 4.624, Acc: 0.209, Base Lr: 3.21e-04
2024-05-18 21:45:21 transreid.train INFO: Epoch[16] Iter[50/486] Loss: 4.631, Acc: 0.203, Base Lr: 3.21e-04
2024-05-18 21:45:24 transreid.train INFO: Epoch[16] Iter[60/486] Loss: 4.642, Acc: 0.199, Base Lr: 3.21e-04
2024-05-18 21:45:26 transreid.train INFO: Epoch[16] Iter[70/486] Loss: 4.622, Acc: 0.202, Base Lr: 3.21e-04
2024-05-18 21:45:29 transreid.train INFO: Epoch[16] Iter[80/486] Loss: 4.590, Acc: 0.211, Base Lr: 3.21e-04
2024-05-18 21:45:31 transreid.train INFO: Epoch[16] Iter[90/486] Loss: 4.543, Acc: 0.219, Base Lr: 3.21e-04
2024-05-18 21:45:34 transreid.train INFO: Epoch[16] Iter[100/486] Loss: 4.520, Acc: 0.220, Base Lr: 3.21e-04
2024-05-18 21:45:36 transreid.train INFO: Epoch[16] Iter[110/486] Loss: 4.497, Acc: 0.225, Base Lr: 3.21e-04
2024-05-18 21:45:39 transreid.train INFO: Epoch[16] Iter[120/486] Loss: 4.458, Acc: 0.232, Base Lr: 3.21e-04
2024-05-18 21:45:41 transreid.train INFO: Epoch[16] Iter[130/486] Loss: 4.442, Acc: 0.237, Base Lr: 3.21e-04
2024-05-18 21:45:43 transreid.train INFO: Epoch[16] Iter[140/486] Loss: 4.427, Acc: 0.239, Base Lr: 3.21e-04
2024-05-18 21:45:46 transreid.train INFO: Epoch[16] Iter[150/486] Loss: 4.417, Acc: 0.240, Base Lr: 3.21e-04
2024-05-18 21:45:48 transreid.train INFO: Epoch[16] Iter[160/486] Loss: 4.405, Acc: 0.240, Base Lr: 3.21e-04
2024-05-18 21:45:51 transreid.train INFO: Epoch[16] Iter[170/486] Loss: 4.401, Acc: 0.240, Base Lr: 3.21e-04
2024-05-18 21:45:53 transreid.train INFO: Epoch[16] Iter[180/486] Loss: 4.377, Acc: 0.244, Base Lr: 3.21e-04
2024-05-18 21:45:56 transreid.train INFO: Epoch[16] Iter[190/486] Loss: 4.363, Acc: 0.247, Base Lr: 3.21e-04
2024-05-18 21:45:58 transreid.train INFO: Epoch[16] Iter[200/486] Loss: 4.355, Acc: 0.249, Base Lr: 3.21e-04
2024-05-18 21:46:01 transreid.train INFO: Epoch[16] Iter[210/486] Loss: 4.331, Acc: 0.254, Base Lr: 3.21e-04
2024-05-18 21:46:03 transreid.train INFO: Epoch[16] Iter[220/486] Loss: 4.300, Acc: 0.261, Base Lr: 3.21e-04
2024-05-18 21:46:06 transreid.train INFO: Epoch[16] Iter[230/486] Loss: 4.280, Acc: 0.263, Base Lr: 3.21e-04
2024-05-18 21:46:08 transreid.train INFO: Epoch[16] Iter[240/486] Loss: 4.249, Acc: 0.269, Base Lr: 3.21e-04
2024-05-18 21:46:11 transreid.train INFO: Epoch[16] Iter[250/486] Loss: 4.221, Acc: 0.273, Base Lr: 3.21e-04
2024-05-18 21:46:13 transreid.train INFO: Epoch[16] Iter[260/486] Loss: 4.201, Acc: 0.278, Base Lr: 3.21e-04
2024-05-18 21:46:15 transreid.train INFO: Epoch[16] Iter[270/486] Loss: 4.183, Acc: 0.282, Base Lr: 3.21e-04
2024-05-18 21:46:18 transreid.train INFO: Epoch[16] Iter[280/486] Loss: 4.156, Acc: 0.288, Base Lr: 3.21e-04
2024-05-18 21:46:20 transreid.train INFO: Epoch[16] Iter[290/486] Loss: 4.127, Acc: 0.294, Base Lr: 3.21e-04
2024-05-18 21:46:23 transreid.train INFO: Epoch[16] Iter[300/486] Loss: 4.104, Acc: 0.299, Base Lr: 3.21e-04
2024-05-18 21:46:25 transreid.train INFO: Epoch[16] Iter[310/486] Loss: 4.082, Acc: 0.303, Base Lr: 3.21e-04
2024-05-18 21:46:28 transreid.train INFO: Epoch[16] Iter[320/486] Loss: 4.054, Acc: 0.308, Base Lr: 3.21e-04
2024-05-18 21:46:30 transreid.train INFO: Epoch[16] Iter[330/486] Loss: 4.027, Acc: 0.314, Base Lr: 3.21e-04
2024-05-18 21:46:33 transreid.train INFO: Epoch[16] Iter[340/486] Loss: 4.001, Acc: 0.320, Base Lr: 3.21e-04
2024-05-18 21:46:35 transreid.train INFO: Epoch[16] Iter[350/486] Loss: 3.971, Acc: 0.328, Base Lr: 3.21e-04
2024-05-18 21:46:38 transreid.train INFO: Epoch[16] Iter[360/486] Loss: 3.936, Acc: 0.337, Base Lr: 3.21e-04
2024-05-18 21:46:40 transreid.train INFO: Epoch[16] Iter[370/486] Loss: 3.904, Acc: 0.345, Base Lr: 3.21e-04
2024-05-18 21:46:43 transreid.train INFO: Epoch[16] Iter[380/486] Loss: 3.865, Acc: 0.354, Base Lr: 3.21e-04
2024-05-18 21:46:45 transreid.train INFO: Epoch[16] Iter[390/486] Loss: 3.824, Acc: 0.363, Base Lr: 3.21e-04
2024-05-18 21:46:47 transreid.train INFO: Epoch[16] Iter[400/486] Loss: 3.785, Acc: 0.372, Base Lr: 3.21e-04
2024-05-18 21:46:50 transreid.train INFO: Epoch[16] Iter[410/486] Loss: 3.740, Acc: 0.383, Base Lr: 3.21e-04
2024-05-18 21:46:52 transreid.train INFO: Epoch[16] Iter[420/486] Loss: 3.692, Acc: 0.395, Base Lr: 3.21e-04
2024-05-18 21:46:55 transreid.train INFO: Epoch[16] Iter[430/486] Loss: 3.645, Acc: 0.406, Base Lr: 3.21e-04
2024-05-18 21:46:57 transreid.train INFO: Epoch[16] Iter[440/486] Loss: 3.594, Acc: 0.417, Base Lr: 3.21e-04
2024-05-18 21:47:00 transreid.train INFO: Epoch[16] Iter[450/486] Loss: 3.538, Acc: 0.429, Base Lr: 3.21e-04
2024-05-18 21:47:02 transreid.train INFO: Epoch[16] Iter[460/486] Loss: 3.484, Acc: 0.440, Base Lr: 3.21e-04
2024-05-18 21:47:05 transreid.train INFO: Epoch[16] Iter[470/486] Loss: 3.430, Acc: 0.452, Base Lr: 3.21e-04
2024-05-18 21:47:06 transreid.train INFO: Epoch 16 done. Time per epoch: 117.810[s] Speed: 257.5[samples/s]
2024-05-18 21:47:09 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 4.443, Acc: 0.214, Base Lr: 3.41e-04
2024-05-18 21:47:11 transreid.train INFO: Epoch[17] Iter[20/486] Loss: 4.424, Acc: 0.207, Base Lr: 3.41e-04
2024-05-18 21:47:14 transreid.train INFO: Epoch[17] Iter[30/486] Loss: 4.383, Acc: 0.217, Base Lr: 3.41e-04
2024-05-18 21:47:16 transreid.train INFO: Epoch[17] Iter[40/486] Loss: 4.345, Acc: 0.230, Base Lr: 3.41e-04
2024-05-18 21:47:19 transreid.train INFO: Epoch[17] Iter[50/486] Loss: 4.311, Acc: 0.232, Base Lr: 3.41e-04
2024-05-18 21:47:21 transreid.train INFO: Epoch[17] Iter[60/486] Loss: 4.275, Acc: 0.237, Base Lr: 3.41e-04
2024-05-18 21:47:24 transreid.train INFO: Epoch[17] Iter[70/486] Loss: 4.261, Acc: 0.242, Base Lr: 3.41e-04
2024-05-18 21:47:26 transreid.train INFO: Epoch[17] Iter[80/486] Loss: 4.225, Acc: 0.248, Base Lr: 3.41e-04
2024-05-18 21:47:29 transreid.train INFO: Epoch[17] Iter[90/486] Loss: 4.193, Acc: 0.253, Base Lr: 3.41e-04
2024-05-18 21:47:31 transreid.train INFO: Epoch[17] Iter[100/486] Loss: 4.188, Acc: 0.255, Base Lr: 3.41e-04
2024-05-18 21:47:34 transreid.train INFO: Epoch[17] Iter[110/486] Loss: 4.173, Acc: 0.260, Base Lr: 3.41e-04
2024-05-18 21:47:36 transreid.train INFO: Epoch[17] Iter[120/486] Loss: 4.171, Acc: 0.261, Base Lr: 3.41e-04
2024-05-18 21:47:39 transreid.train INFO: Epoch[17] Iter[130/486] Loss: 4.154, Acc: 0.266, Base Lr: 3.41e-04
2024-05-18 21:47:41 transreid.train INFO: Epoch[17] Iter[140/486] Loss: 4.140, Acc: 0.270, Base Lr: 3.41e-04
2024-05-18 21:47:43 transreid.train INFO: Epoch[17] Iter[150/486] Loss: 4.109, Acc: 0.276, Base Lr: 3.41e-04
2024-05-18 21:47:46 transreid.train INFO: Epoch[17] Iter[160/486] Loss: 4.102, Acc: 0.276, Base Lr: 3.41e-04
2024-05-18 21:47:48 transreid.train INFO: Epoch[17] Iter[170/486] Loss: 4.096, Acc: 0.278, Base Lr: 3.41e-04
2024-05-18 21:47:51 transreid.train INFO: Epoch[17] Iter[180/486] Loss: 4.074, Acc: 0.283, Base Lr: 3.41e-04
2024-05-18 21:47:53 transreid.train INFO: Epoch[17] Iter[190/486] Loss: 4.060, Acc: 0.287, Base Lr: 3.41e-04
2024-05-18 21:47:56 transreid.train INFO: Epoch[17] Iter[200/486] Loss: 4.037, Acc: 0.292, Base Lr: 3.41e-04
2024-05-18 21:47:58 transreid.train INFO: Epoch[17] Iter[210/486] Loss: 4.016, Acc: 0.296, Base Lr: 3.41e-04
2024-05-18 21:48:01 transreid.train INFO: Epoch[17] Iter[220/486] Loss: 3.990, Acc: 0.301, Base Lr: 3.41e-04
2024-05-18 21:48:03 transreid.train INFO: Epoch[17] Iter[230/486] Loss: 3.969, Acc: 0.306, Base Lr: 3.41e-04
2024-05-18 21:48:06 transreid.train INFO: Epoch[17] Iter[240/486] Loss: 3.948, Acc: 0.311, Base Lr: 3.41e-04
2024-05-18 21:48:08 transreid.train INFO: Epoch[17] Iter[250/486] Loss: 3.926, Acc: 0.315, Base Lr: 3.41e-04
2024-05-18 21:48:11 transreid.train INFO: Epoch[17] Iter[260/486] Loss: 3.906, Acc: 0.320, Base Lr: 3.41e-04
2024-05-18 21:48:13 transreid.train INFO: Epoch[17] Iter[270/486] Loss: 3.887, Acc: 0.325, Base Lr: 3.41e-04
2024-05-18 21:48:16 transreid.train INFO: Epoch[17] Iter[280/486] Loss: 3.866, Acc: 0.329, Base Lr: 3.41e-04
2024-05-18 21:48:18 transreid.train INFO: Epoch[17] Iter[290/486] Loss: 3.836, Acc: 0.336, Base Lr: 3.41e-04
2024-05-18 21:48:20 transreid.train INFO: Epoch[17] Iter[300/486] Loss: 3.805, Acc: 0.344, Base Lr: 3.41e-04
2024-05-18 21:48:23 transreid.train INFO: Epoch[17] Iter[310/486] Loss: 3.783, Acc: 0.348, Base Lr: 3.41e-04
2024-05-18 21:48:25 transreid.train INFO: Epoch[17] Iter[320/486] Loss: 3.750, Acc: 0.356, Base Lr: 3.41e-04
2024-05-18 21:48:28 transreid.train INFO: Epoch[17] Iter[330/486] Loss: 3.714, Acc: 0.365, Base Lr: 3.41e-04
2024-05-18 21:48:30 transreid.train INFO: Epoch[17] Iter[340/486] Loss: 3.678, Acc: 0.373, Base Lr: 3.41e-04
2024-05-18 21:48:33 transreid.train INFO: Epoch[17] Iter[350/486] Loss: 3.643, Acc: 0.381, Base Lr: 3.41e-04
2024-05-18 21:48:35 transreid.train INFO: Epoch[17] Iter[360/486] Loss: 3.610, Acc: 0.390, Base Lr: 3.41e-04
2024-05-18 21:48:38 transreid.train INFO: Epoch[17] Iter[370/486] Loss: 3.573, Acc: 0.398, Base Lr: 3.41e-04
2024-05-18 21:48:40 transreid.train INFO: Epoch[17] Iter[380/486] Loss: 3.538, Acc: 0.407, Base Lr: 3.41e-04
2024-05-18 21:48:43 transreid.train INFO: Epoch[17] Iter[390/486] Loss: 3.494, Acc: 0.417, Base Lr: 3.41e-04
2024-05-18 21:48:45 transreid.train INFO: Epoch[17] Iter[400/486] Loss: 3.456, Acc: 0.426, Base Lr: 3.41e-04
2024-05-18 21:48:48 transreid.train INFO: Epoch[17] Iter[410/486] Loss: 3.416, Acc: 0.435, Base Lr: 3.41e-04
2024-05-18 21:48:50 transreid.train INFO: Epoch[17] Iter[420/486] Loss: 3.373, Acc: 0.445, Base Lr: 3.41e-04
2024-05-18 21:48:53 transreid.train INFO: Epoch[17] Iter[430/486] Loss: 3.327, Acc: 0.456, Base Lr: 3.41e-04
2024-05-18 21:48:55 transreid.train INFO: Epoch[17] Iter[440/486] Loss: 3.281, Acc: 0.467, Base Lr: 3.41e-04
2024-05-18 21:48:57 transreid.train INFO: Epoch[17] Iter[450/486] Loss: 3.232, Acc: 0.478, Base Lr: 3.41e-04
2024-05-18 21:49:00 transreid.train INFO: Epoch[17] Iter[460/486] Loss: 3.183, Acc: 0.488, Base Lr: 3.41e-04
2024-05-18 21:49:02 transreid.train INFO: Epoch[17] Iter[470/486] Loss: 3.134, Acc: 0.499, Base Lr: 3.41e-04
2024-05-18 21:49:03 transreid.train INFO: Epoch 17 done. Time per epoch: 117.765[s] Speed: 257.6[samples/s]
2024-05-18 21:49:07 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 4.336, Acc: 0.192, Base Lr: 3.60e-04
2024-05-18 21:49:09 transreid.train INFO: Epoch[18] Iter[20/486] Loss: 4.179, Acc: 0.243, Base Lr: 3.60e-04
2024-05-18 21:49:12 transreid.train INFO: Epoch[18] Iter[30/486] Loss: 4.244, Acc: 0.244, Base Lr: 3.60e-04
2024-05-18 21:49:14 transreid.train INFO: Epoch[18] Iter[40/486] Loss: 4.214, Acc: 0.253, Base Lr: 3.60e-04
2024-05-18 21:49:17 transreid.train INFO: Epoch[18] Iter[50/486] Loss: 4.187, Acc: 0.259, Base Lr: 3.60e-04
2024-05-18 21:49:19 transreid.train INFO: Epoch[18] Iter[60/486] Loss: 4.150, Acc: 0.262, Base Lr: 3.60e-04
2024-05-18 21:49:22 transreid.train INFO: Epoch[18] Iter[70/486] Loss: 4.111, Acc: 0.269, Base Lr: 3.60e-04
2024-05-18 21:49:24 transreid.train INFO: Epoch[18] Iter[80/486] Loss: 4.060, Acc: 0.277, Base Lr: 3.60e-04
2024-05-18 21:49:27 transreid.train INFO: Epoch[18] Iter[90/486] Loss: 4.028, Acc: 0.286, Base Lr: 3.60e-04
2024-05-18 21:49:29 transreid.train INFO: Epoch[18] Iter[100/486] Loss: 4.021, Acc: 0.287, Base Lr: 3.60e-04
2024-05-18 21:49:32 transreid.train INFO: Epoch[18] Iter[110/486] Loss: 4.003, Acc: 0.293, Base Lr: 3.60e-04
2024-05-18 21:49:34 transreid.train INFO: Epoch[18] Iter[120/486] Loss: 3.995, Acc: 0.297, Base Lr: 3.60e-04
2024-05-18 21:49:36 transreid.train INFO: Epoch[18] Iter[130/486] Loss: 3.974, Acc: 0.301, Base Lr: 3.60e-04
2024-05-18 21:49:39 transreid.train INFO: Epoch[18] Iter[140/486] Loss: 3.947, Acc: 0.308, Base Lr: 3.60e-04
2024-05-18 21:49:41 transreid.train INFO: Epoch[18] Iter[150/486] Loss: 3.936, Acc: 0.309, Base Lr: 3.60e-04
2024-05-18 21:49:44 transreid.train INFO: Epoch[18] Iter[160/486] Loss: 3.909, Acc: 0.315, Base Lr: 3.60e-04
2024-05-18 21:49:46 transreid.train INFO: Epoch[18] Iter[170/486] Loss: 3.886, Acc: 0.320, Base Lr: 3.60e-04
2024-05-18 21:49:49 transreid.train INFO: Epoch[18] Iter[180/486] Loss: 3.860, Acc: 0.328, Base Lr: 3.60e-04
2024-05-18 21:49:51 transreid.train INFO: Epoch[18] Iter[190/486] Loss: 3.847, Acc: 0.330, Base Lr: 3.60e-04
2024-05-18 21:49:54 transreid.train INFO: Epoch[18] Iter[200/486] Loss: 3.833, Acc: 0.335, Base Lr: 3.60e-04
2024-05-18 21:49:56 transreid.train INFO: Epoch[18] Iter[210/486] Loss: 3.806, Acc: 0.340, Base Lr: 3.60e-04
2024-05-18 21:49:59 transreid.train INFO: Epoch[18] Iter[220/486] Loss: 3.783, Acc: 0.346, Base Lr: 3.60e-04
2024-05-18 21:50:01 transreid.train INFO: Epoch[18] Iter[230/486] Loss: 3.752, Acc: 0.354, Base Lr: 3.60e-04
2024-05-18 21:50:04 transreid.train INFO: Epoch[18] Iter[240/486] Loss: 3.733, Acc: 0.357, Base Lr: 3.60e-04
2024-05-18 21:50:06 transreid.train INFO: Epoch[18] Iter[250/486] Loss: 3.708, Acc: 0.362, Base Lr: 3.60e-04
2024-05-18 21:50:09 transreid.train INFO: Epoch[18] Iter[260/486] Loss: 3.680, Acc: 0.369, Base Lr: 3.60e-04
2024-05-18 21:50:11 transreid.train INFO: Epoch[18] Iter[270/486] Loss: 3.651, Acc: 0.376, Base Lr: 3.60e-04
2024-05-18 21:50:14 transreid.train INFO: Epoch[18] Iter[280/486] Loss: 3.620, Acc: 0.383, Base Lr: 3.60e-04
2024-05-18 21:50:16 transreid.train INFO: Epoch[18] Iter[290/486] Loss: 3.593, Acc: 0.388, Base Lr: 3.60e-04
2024-05-18 21:50:19 transreid.train INFO: Epoch[18] Iter[300/486] Loss: 3.561, Acc: 0.397, Base Lr: 3.60e-04
2024-05-18 21:50:21 transreid.train INFO: Epoch[18] Iter[310/486] Loss: 3.529, Acc: 0.403, Base Lr: 3.60e-04
2024-05-18 21:50:23 transreid.train INFO: Epoch[18] Iter[320/486] Loss: 3.503, Acc: 0.409, Base Lr: 3.60e-04
2024-05-18 21:50:26 transreid.train INFO: Epoch[18] Iter[330/486] Loss: 3.475, Acc: 0.416, Base Lr: 3.60e-04
2024-05-18 21:50:28 transreid.train INFO: Epoch[18] Iter[340/486] Loss: 3.433, Acc: 0.427, Base Lr: 3.60e-04
2024-05-18 21:50:31 transreid.train INFO: Epoch[18] Iter[350/486] Loss: 3.397, Acc: 0.435, Base Lr: 3.60e-04
2024-05-18 21:50:33 transreid.train INFO: Epoch[18] Iter[360/486] Loss: 3.367, Acc: 0.442, Base Lr: 3.60e-04
2024-05-18 21:50:36 transreid.train INFO: Epoch[18] Iter[370/486] Loss: 3.330, Acc: 0.450, Base Lr: 3.60e-04
2024-05-18 21:50:38 transreid.train INFO: Epoch[18] Iter[380/486] Loss: 3.291, Acc: 0.460, Base Lr: 3.60e-04
2024-05-18 21:50:41 transreid.train INFO: Epoch[18] Iter[390/486] Loss: 3.247, Acc: 0.471, Base Lr: 3.60e-04
2024-05-18 21:50:43 transreid.train INFO: Epoch[18] Iter[400/486] Loss: 3.204, Acc: 0.482, Base Lr: 3.60e-04
2024-05-18 21:50:46 transreid.train INFO: Epoch[18] Iter[410/486] Loss: 3.160, Acc: 0.492, Base Lr: 3.60e-04
2024-05-18 21:50:48 transreid.train INFO: Epoch[18] Iter[420/486] Loss: 3.110, Acc: 0.503, Base Lr: 3.60e-04
2024-05-18 21:50:51 transreid.train INFO: Epoch[18] Iter[430/486] Loss: 3.060, Acc: 0.514, Base Lr: 3.60e-04
2024-05-18 21:50:53 transreid.train INFO: Epoch[18] Iter[440/486] Loss: 3.011, Acc: 0.525, Base Lr: 3.60e-04
2024-05-18 21:50:56 transreid.train INFO: Epoch[18] Iter[450/486] Loss: 2.961, Acc: 0.535, Base Lr: 3.60e-04
2024-05-18 21:50:58 transreid.train INFO: Epoch[18] Iter[460/486] Loss: 2.913, Acc: 0.545, Base Lr: 3.60e-04
2024-05-18 21:51:01 transreid.train INFO: Epoch[18] Iter[470/486] Loss: 2.863, Acc: 0.554, Base Lr: 3.60e-04
2024-05-18 21:51:02 transreid.train INFO: Epoch 18 done. Time per epoch: 118.090[s] Speed: 256.9[samples/s]
2024-05-18 21:51:05 transreid.train INFO: Epoch[19] Iter[10/486] Loss: 3.695, Acc: 0.311, Base Lr: 3.80e-04
2024-05-18 21:51:07 transreid.train INFO: Epoch[19] Iter[20/486] Loss: 3.856, Acc: 0.299, Base Lr: 3.80e-04
2024-05-18 21:51:10 transreid.train INFO: Epoch[19] Iter[30/486] Loss: 3.852, Acc: 0.319, Base Lr: 3.80e-04
2024-05-18 21:51:12 transreid.train INFO: Epoch[19] Iter[40/486] Loss: 3.789, Acc: 0.331, Base Lr: 3.80e-04
2024-05-18 21:51:15 transreid.train INFO: Epoch[19] Iter[50/486] Loss: 3.777, Acc: 0.332, Base Lr: 3.80e-04
2024-05-18 21:51:17 transreid.train INFO: Epoch[19] Iter[60/486] Loss: 3.773, Acc: 0.331, Base Lr: 3.80e-04
2024-05-18 21:51:20 transreid.train INFO: Epoch[19] Iter[70/486] Loss: 3.751, Acc: 0.340, Base Lr: 3.80e-04
2024-05-18 21:51:22 transreid.train INFO: Epoch[19] Iter[80/486] Loss: 3.721, Acc: 0.347, Base Lr: 3.80e-04
2024-05-18 21:51:25 transreid.train INFO: Epoch[19] Iter[90/486] Loss: 3.688, Acc: 0.354, Base Lr: 3.80e-04
2024-05-18 21:51:27 transreid.train INFO: Epoch[19] Iter[100/486] Loss: 3.666, Acc: 0.360, Base Lr: 3.80e-04
2024-05-18 21:51:30 transreid.train INFO: Epoch[19] Iter[110/486] Loss: 3.633, Acc: 0.370, Base Lr: 3.80e-04
2024-05-18 21:51:32 transreid.train INFO: Epoch[19] Iter[120/486] Loss: 3.620, Acc: 0.372, Base Lr: 3.80e-04
2024-05-18 21:51:35 transreid.train INFO: Epoch[19] Iter[130/486] Loss: 3.605, Acc: 0.375, Base Lr: 3.80e-04
2024-05-18 21:51:37 transreid.train INFO: Epoch[19] Iter[140/486] Loss: 3.601, Acc: 0.374, Base Lr: 3.80e-04
2024-05-18 21:51:40 transreid.train INFO: Epoch[19] Iter[150/486] Loss: 3.581, Acc: 0.378, Base Lr: 3.80e-04
2024-05-18 21:51:42 transreid.train INFO: Epoch[19] Iter[160/486] Loss: 3.566, Acc: 0.382, Base Lr: 3.80e-04
2024-05-18 21:51:45 transreid.train INFO: Epoch[19] Iter[170/486] Loss: 3.522, Acc: 0.393, Base Lr: 3.80e-04
2024-05-18 21:51:47 transreid.train INFO: Epoch[19] Iter[180/486] Loss: 3.502, Acc: 0.397, Base Lr: 3.80e-04
2024-05-18 21:51:49 transreid.train INFO: Epoch[19] Iter[190/486] Loss: 3.487, Acc: 0.401, Base Lr: 3.80e-04
2024-05-18 21:51:52 transreid.train INFO: Epoch[19] Iter[200/486] Loss: 3.470, Acc: 0.406, Base Lr: 3.80e-04
2024-05-18 21:51:54 transreid.train INFO: Epoch[19] Iter[210/486] Loss: 3.449, Acc: 0.411, Base Lr: 3.80e-04
2024-05-18 21:51:57 transreid.train INFO: Epoch[19] Iter[220/486] Loss: 3.432, Acc: 0.412, Base Lr: 3.80e-04
2024-05-18 21:51:59 transreid.train INFO: Epoch[19] Iter[230/486] Loss: 3.409, Acc: 0.421, Base Lr: 3.80e-04
2024-05-18 21:52:02 transreid.train INFO: Epoch[19] Iter[240/486] Loss: 3.388, Acc: 0.425, Base Lr: 3.80e-04
2024-05-18 21:52:04 transreid.train INFO: Epoch[19] Iter[250/486] Loss: 3.362, Acc: 0.431, Base Lr: 3.80e-04
2024-05-18 21:52:07 transreid.train INFO: Epoch[19] Iter[260/486] Loss: 3.336, Acc: 0.438, Base Lr: 3.80e-04
2024-05-18 21:52:09 transreid.train INFO: Epoch[19] Iter[270/486] Loss: 3.305, Acc: 0.444, Base Lr: 3.80e-04
2024-05-18 21:52:12 transreid.train INFO: Epoch[19] Iter[280/486] Loss: 3.283, Acc: 0.450, Base Lr: 3.80e-04
2024-05-18 21:52:14 transreid.train INFO: Epoch[19] Iter[290/486] Loss: 3.259, Acc: 0.456, Base Lr: 3.80e-04
2024-05-18 21:52:17 transreid.train INFO: Epoch[19] Iter[300/486] Loss: 3.233, Acc: 0.462, Base Lr: 3.80e-04
2024-05-18 21:52:19 transreid.train INFO: Epoch[19] Iter[310/486] Loss: 3.208, Acc: 0.468, Base Lr: 3.80e-04
2024-05-18 21:52:22 transreid.train INFO: Epoch[19] Iter[320/486] Loss: 3.182, Acc: 0.474, Base Lr: 3.80e-04
2024-05-18 21:52:24 transreid.train INFO: Epoch[19] Iter[330/486] Loss: 3.154, Acc: 0.480, Base Lr: 3.80e-04
2024-05-18 21:52:27 transreid.train INFO: Epoch[19] Iter[340/486] Loss: 3.119, Acc: 0.488, Base Lr: 3.80e-04
2024-05-18 21:52:29 transreid.train INFO: Epoch[19] Iter[350/486] Loss: 3.087, Acc: 0.495, Base Lr: 3.80e-04
2024-05-18 21:52:32 transreid.train INFO: Epoch[19] Iter[360/486] Loss: 3.057, Acc: 0.504, Base Lr: 3.80e-04
2024-05-18 21:52:34 transreid.train INFO: Epoch[19] Iter[370/486] Loss: 3.022, Acc: 0.512, Base Lr: 3.80e-04
2024-05-18 21:52:36 transreid.train INFO: Epoch[19] Iter[380/486] Loss: 2.981, Acc: 0.521, Base Lr: 3.80e-04
2024-05-18 21:52:39 transreid.train INFO: Epoch[19] Iter[390/486] Loss: 2.941, Acc: 0.531, Base Lr: 3.80e-04
2024-05-18 21:52:41 transreid.train INFO: Epoch[19] Iter[400/486] Loss: 2.893, Acc: 0.541, Base Lr: 3.80e-04
2024-05-18 21:52:44 transreid.train INFO: Epoch[19] Iter[410/486] Loss: 2.848, Acc: 0.551, Base Lr: 3.80e-04
2024-05-18 21:52:46 transreid.train INFO: Epoch[19] Iter[420/486] Loss: 2.804, Acc: 0.561, Base Lr: 3.80e-04
2024-05-18 21:52:49 transreid.train INFO: Epoch[19] Iter[430/486] Loss: 2.760, Acc: 0.570, Base Lr: 3.80e-04
2024-05-18 21:52:51 transreid.train INFO: Epoch[19] Iter[440/486] Loss: 2.716, Acc: 0.579, Base Lr: 3.80e-04
2024-05-18 21:52:54 transreid.train INFO: Epoch[19] Iter[450/486] Loss: 2.671, Acc: 0.588, Base Lr: 3.80e-04
2024-05-18 21:52:56 transreid.train INFO: Epoch[19] Iter[460/486] Loss: 2.623, Acc: 0.597, Base Lr: 3.80e-04
2024-05-18 21:52:59 transreid.train INFO: Epoch[19] Iter[470/486] Loss: 2.584, Acc: 0.605, Base Lr: 3.80e-04
2024-05-18 21:53:00 transreid.train INFO: Epoch 19 done. Time per epoch: 118.225[s] Speed: 256.6[samples/s]
2024-05-18 21:53:03 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 3.486, Acc: 0.395, Base Lr: 3.73e-04
2024-05-18 21:53:06 transreid.train INFO: Epoch[20] Iter[20/486] Loss: 3.564, Acc: 0.364, Base Lr: 3.73e-04
2024-05-18 21:53:08 transreid.train INFO: Epoch[20] Iter[30/486] Loss: 3.522, Acc: 0.376, Base Lr: 3.73e-04
2024-05-18 21:53:11 transreid.train INFO: Epoch[20] Iter[40/486] Loss: 3.533, Acc: 0.362, Base Lr: 3.73e-04
2024-05-18 21:53:13 transreid.train INFO: Epoch[20] Iter[50/486] Loss: 3.537, Acc: 0.369, Base Lr: 3.73e-04
2024-05-18 21:53:16 transreid.train INFO: Epoch[20] Iter[60/486] Loss: 3.459, Acc: 0.392, Base Lr: 3.73e-04
2024-05-18 21:53:18 transreid.train INFO: Epoch[20] Iter[70/486] Loss: 3.444, Acc: 0.392, Base Lr: 3.73e-04
2024-05-18 21:53:20 transreid.train INFO: Epoch[20] Iter[80/486] Loss: 3.420, Acc: 0.398, Base Lr: 3.73e-04
2024-05-18 21:53:23 transreid.train INFO: Epoch[20] Iter[90/486] Loss: 3.414, Acc: 0.402, Base Lr: 3.73e-04
2024-05-18 21:53:25 transreid.train INFO: Epoch[20] Iter[100/486] Loss: 3.389, Acc: 0.408, Base Lr: 3.73e-04
2024-05-18 21:53:28 transreid.train INFO: Epoch[20] Iter[110/486] Loss: 3.390, Acc: 0.409, Base Lr: 3.73e-04
2024-05-18 21:53:30 transreid.train INFO: Epoch[20] Iter[120/486] Loss: 3.369, Acc: 0.413, Base Lr: 3.73e-04
2024-05-18 21:53:33 transreid.train INFO: Epoch[20] Iter[130/486] Loss: 3.338, Acc: 0.421, Base Lr: 3.73e-04
2024-05-18 21:53:35 transreid.train INFO: Epoch[20] Iter[140/486] Loss: 3.310, Acc: 0.429, Base Lr: 3.73e-04
2024-05-18 21:53:38 transreid.train INFO: Epoch[20] Iter[150/486] Loss: 3.288, Acc: 0.432, Base Lr: 3.73e-04
2024-05-18 21:53:40 transreid.train INFO: Epoch[20] Iter[160/486] Loss: 3.265, Acc: 0.437, Base Lr: 3.73e-04
2024-05-18 21:53:43 transreid.train INFO: Epoch[20] Iter[170/486] Loss: 3.243, Acc: 0.443, Base Lr: 3.73e-04
2024-05-18 21:53:45 transreid.train INFO: Epoch[20] Iter[180/486] Loss: 3.229, Acc: 0.446, Base Lr: 3.73e-04
2024-05-18 21:53:48 transreid.train INFO: Epoch[20] Iter[190/486] Loss: 3.208, Acc: 0.452, Base Lr: 3.73e-04
2024-05-18 21:53:50 transreid.train INFO: Epoch[20] Iter[200/486] Loss: 3.179, Acc: 0.460, Base Lr: 3.73e-04
2024-05-18 21:53:52 transreid.train INFO: Epoch[20] Iter[210/486] Loss: 3.159, Acc: 0.465, Base Lr: 3.73e-04
2024-05-18 21:53:55 transreid.train INFO: Epoch[20] Iter[220/486] Loss: 3.131, Acc: 0.471, Base Lr: 3.73e-04
2024-05-18 21:53:57 transreid.train INFO: Epoch[20] Iter[230/486] Loss: 3.104, Acc: 0.477, Base Lr: 3.73e-04
2024-05-18 21:54:00 transreid.train INFO: Epoch[20] Iter[240/486] Loss: 3.078, Acc: 0.484, Base Lr: 3.73e-04
2024-05-18 21:54:02 transreid.train INFO: Epoch[20] Iter[250/486] Loss: 3.053, Acc: 0.490, Base Lr: 3.73e-04
2024-05-18 21:54:05 transreid.train INFO: Epoch[20] Iter[260/486] Loss: 3.034, Acc: 0.494, Base Lr: 3.73e-04
2024-05-18 21:54:07 transreid.train INFO: Epoch[20] Iter[270/486] Loss: 3.017, Acc: 0.500, Base Lr: 3.73e-04
2024-05-18 21:54:10 transreid.train INFO: Epoch[20] Iter[280/486] Loss: 2.995, Acc: 0.505, Base Lr: 3.73e-04
2024-05-18 21:54:12 transreid.train INFO: Epoch[20] Iter[290/486] Loss: 2.973, Acc: 0.511, Base Lr: 3.73e-04
2024-05-18 21:54:15 transreid.train INFO: Epoch[20] Iter[300/486] Loss: 2.948, Acc: 0.518, Base Lr: 3.73e-04
2024-05-18 21:54:17 transreid.train INFO: Epoch[20] Iter[310/486] Loss: 2.923, Acc: 0.525, Base Lr: 3.73e-04
2024-05-18 21:54:20 transreid.train INFO: Epoch[20] Iter[320/486] Loss: 2.892, Acc: 0.533, Base Lr: 3.73e-04
2024-05-18 21:54:22 transreid.train INFO: Epoch[20] Iter[330/486] Loss: 2.864, Acc: 0.540, Base Lr: 3.73e-04
2024-05-18 21:54:24 transreid.train INFO: Epoch[20] Iter[340/486] Loss: 2.833, Acc: 0.548, Base Lr: 3.73e-04
2024-05-18 21:54:27 transreid.train INFO: Epoch[20] Iter[350/486] Loss: 2.803, Acc: 0.555, Base Lr: 3.73e-04
2024-05-18 21:54:29 transreid.train INFO: Epoch[20] Iter[360/486] Loss: 2.776, Acc: 0.563, Base Lr: 3.73e-04
2024-05-18 21:54:32 transreid.train INFO: Epoch[20] Iter[370/486] Loss: 2.736, Acc: 0.572, Base Lr: 3.73e-04
2024-05-18 21:54:34 transreid.train INFO: Epoch[20] Iter[380/486] Loss: 2.695, Acc: 0.581, Base Lr: 3.73e-04
2024-05-18 21:54:37 transreid.train INFO: Epoch[20] Iter[390/486] Loss: 2.653, Acc: 0.590, Base Lr: 3.73e-04
2024-05-18 21:54:39 transreid.train INFO: Epoch[20] Iter[400/486] Loss: 2.614, Acc: 0.598, Base Lr: 3.73e-04
2024-05-18 21:54:42 transreid.train INFO: Epoch[20] Iter[410/486] Loss: 2.573, Acc: 0.607, Base Lr: 3.73e-04
2024-05-18 21:54:44 transreid.train INFO: Epoch[20] Iter[420/486] Loss: 2.533, Acc: 0.615, Base Lr: 3.73e-04
2024-05-18 21:54:47 transreid.train INFO: Epoch[20] Iter[430/486] Loss: 2.491, Acc: 0.623, Base Lr: 3.73e-04
2024-05-18 21:54:49 transreid.train INFO: Epoch[20] Iter[440/486] Loss: 2.450, Acc: 0.631, Base Lr: 3.73e-04
2024-05-18 21:54:52 transreid.train INFO: Epoch[20] Iter[450/486] Loss: 2.409, Acc: 0.639, Base Lr: 3.73e-04
2024-05-18 21:54:54 transreid.train INFO: Epoch[20] Iter[460/486] Loss: 2.369, Acc: 0.646, Base Lr: 3.73e-04
2024-05-18 21:54:57 transreid.train INFO: Epoch[20] Iter[470/486] Loss: 2.330, Acc: 0.653, Base Lr: 3.73e-04
2024-05-18 21:54:58 transreid.train INFO: Epoch 20 done. Time per epoch: 117.790[s] Speed: 257.5[samples/s]
2024-05-18 22:00:39 transreid.train INFO: Validation Results - Epoch: 20
2024-05-18 22:00:39 transreid.train INFO: mAP: 54.6%
2024-05-18 22:00:39 transreid.train INFO: CMC curve, Rank-1  :76.6%
2024-05-18 22:00:39 transreid.train INFO: CMC curve, Rank-5  :86.3%
2024-05-18 22:00:39 transreid.train INFO: CMC curve, Rank-10 :89.3%
2024-05-18 22:00:44 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 3.330, Acc: 0.434, Base Lr: 3.71e-04
2024-05-18 22:00:46 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 3.270, Acc: 0.441, Base Lr: 3.71e-04
2024-05-18 22:00:49 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 3.269, Acc: 0.432, Base Lr: 3.71e-04
2024-05-18 22:00:51 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 3.240, Acc: 0.442, Base Lr: 3.71e-04
2024-05-18 22:00:53 transreid.train INFO: Epoch[21] Iter[50/486] Loss: 3.178, Acc: 0.452, Base Lr: 3.71e-04
2024-05-18 22:00:56 transreid.train INFO: Epoch[21] Iter[60/486] Loss: 3.154, Acc: 0.460, Base Lr: 3.71e-04
2024-05-18 22:00:58 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 3.140, Acc: 0.456, Base Lr: 3.71e-04
2024-05-18 22:01:01 transreid.train INFO: Epoch[21] Iter[80/486] Loss: 3.142, Acc: 0.457, Base Lr: 3.71e-04
2024-05-18 22:01:03 transreid.train INFO: Epoch[21] Iter[90/486] Loss: 3.133, Acc: 0.458, Base Lr: 3.71e-04
2024-05-18 22:01:06 transreid.train INFO: Epoch[21] Iter[100/486] Loss: 3.136, Acc: 0.458, Base Lr: 3.71e-04
2024-05-18 22:01:08 transreid.train INFO: Epoch[21] Iter[110/486] Loss: 3.118, Acc: 0.462, Base Lr: 3.71e-04
2024-05-18 22:01:11 transreid.train INFO: Epoch[21] Iter[120/486] Loss: 3.086, Acc: 0.473, Base Lr: 3.71e-04
2024-05-18 22:01:13 transreid.train INFO: Epoch[21] Iter[130/486] Loss: 3.070, Acc: 0.475, Base Lr: 3.71e-04
2024-05-18 22:01:16 transreid.train INFO: Epoch[21] Iter[140/486] Loss: 3.035, Acc: 0.482, Base Lr: 3.71e-04
2024-05-18 22:01:18 transreid.train INFO: Epoch[21] Iter[150/486] Loss: 3.008, Acc: 0.489, Base Lr: 3.71e-04
2024-05-18 22:01:21 transreid.train INFO: Epoch[21] Iter[160/486] Loss: 2.984, Acc: 0.493, Base Lr: 3.71e-04
2024-05-18 22:01:23 transreid.train INFO: Epoch[21] Iter[170/486] Loss: 2.973, Acc: 0.497, Base Lr: 3.71e-04
2024-05-18 22:01:25 transreid.train INFO: Epoch[21] Iter[180/486] Loss: 2.949, Acc: 0.502, Base Lr: 3.71e-04
2024-05-18 22:01:28 transreid.train INFO: Epoch[21] Iter[190/486] Loss: 2.927, Acc: 0.509, Base Lr: 3.71e-04
2024-05-18 22:01:30 transreid.train INFO: Epoch[21] Iter[200/486] Loss: 2.914, Acc: 0.512, Base Lr: 3.71e-04
2024-05-18 22:01:33 transreid.train INFO: Epoch[21] Iter[210/486] Loss: 2.895, Acc: 0.515, Base Lr: 3.71e-04
2024-05-18 22:01:35 transreid.train INFO: Epoch[21] Iter[220/486] Loss: 2.865, Acc: 0.523, Base Lr: 3.71e-04
2024-05-18 22:01:38 transreid.train INFO: Epoch[21] Iter[230/486] Loss: 2.843, Acc: 0.529, Base Lr: 3.71e-04
2024-05-18 22:01:40 transreid.train INFO: Epoch[21] Iter[240/486] Loss: 2.822, Acc: 0.533, Base Lr: 3.71e-04
2024-05-18 22:01:43 transreid.train INFO: Epoch[21] Iter[250/486] Loss: 2.788, Acc: 0.541, Base Lr: 3.71e-04
2024-05-18 22:01:45 transreid.train INFO: Epoch[21] Iter[260/486] Loss: 2.762, Acc: 0.548, Base Lr: 3.71e-04
2024-05-18 22:01:48 transreid.train INFO: Epoch[21] Iter[270/486] Loss: 2.725, Acc: 0.558, Base Lr: 3.71e-04
2024-05-18 22:01:50 transreid.train INFO: Epoch[21] Iter[280/486] Loss: 2.708, Acc: 0.563, Base Lr: 3.71e-04
2024-05-18 22:01:53 transreid.train INFO: Epoch[21] Iter[290/486] Loss: 2.681, Acc: 0.570, Base Lr: 3.71e-04
2024-05-18 22:01:55 transreid.train INFO: Epoch[21] Iter[300/486] Loss: 2.651, Acc: 0.577, Base Lr: 3.71e-04
2024-05-18 22:01:58 transreid.train INFO: Epoch[21] Iter[310/486] Loss: 2.620, Acc: 0.585, Base Lr: 3.71e-04
2024-05-18 22:02:00 transreid.train INFO: Epoch[21] Iter[320/486] Loss: 2.589, Acc: 0.592, Base Lr: 3.71e-04
2024-05-18 22:02:02 transreid.train INFO: Epoch[21] Iter[330/486] Loss: 2.563, Acc: 0.598, Base Lr: 3.71e-04
2024-05-18 22:02:05 transreid.train INFO: Epoch[21] Iter[340/486] Loss: 2.530, Acc: 0.607, Base Lr: 3.71e-04
2024-05-18 22:02:07 transreid.train INFO: Epoch[21] Iter[350/486] Loss: 2.496, Acc: 0.615, Base Lr: 3.71e-04
2024-05-18 22:02:10 transreid.train INFO: Epoch[21] Iter[360/486] Loss: 2.465, Acc: 0.621, Base Lr: 3.71e-04
2024-05-18 22:02:12 transreid.train INFO: Epoch[21] Iter[370/486] Loss: 2.435, Acc: 0.627, Base Lr: 3.71e-04
2024-05-18 22:02:15 transreid.train INFO: Epoch[21] Iter[380/486] Loss: 2.404, Acc: 0.634, Base Lr: 3.71e-04
2024-05-18 22:02:17 transreid.train INFO: Epoch[21] Iter[390/486] Loss: 2.370, Acc: 0.642, Base Lr: 3.71e-04
2024-05-18 22:02:20 transreid.train INFO: Epoch[21] Iter[400/486] Loss: 2.335, Acc: 0.649, Base Lr: 3.71e-04
2024-05-18 22:02:22 transreid.train INFO: Epoch[21] Iter[410/486] Loss: 2.296, Acc: 0.657, Base Lr: 3.71e-04
2024-05-18 22:02:25 transreid.train INFO: Epoch[21] Iter[420/486] Loss: 2.259, Acc: 0.664, Base Lr: 3.71e-04
2024-05-18 22:02:27 transreid.train INFO: Epoch[21] Iter[430/486] Loss: 2.220, Acc: 0.671, Base Lr: 3.71e-04
2024-05-18 22:02:30 transreid.train INFO: Epoch[21] Iter[440/486] Loss: 2.183, Acc: 0.678, Base Lr: 3.71e-04
2024-05-18 22:02:32 transreid.train INFO: Epoch[21] Iter[450/486] Loss: 2.146, Acc: 0.685, Base Lr: 3.71e-04
2024-05-18 22:02:35 transreid.train INFO: Epoch[21] Iter[460/486] Loss: 2.107, Acc: 0.692, Base Lr: 3.71e-04
2024-05-18 22:02:37 transreid.train INFO: Epoch[21] Iter[470/486] Loss: 2.072, Acc: 0.698, Base Lr: 3.71e-04
2024-05-18 22:02:38 transreid.train INFO: Epoch 21 done. Time per epoch: 119.374[s] Speed: 254.1[samples/s]
2024-05-18 22:02:43 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 2.875, Acc: 0.516, Base Lr: 3.68e-04
2024-05-18 22:02:45 transreid.train INFO: Epoch[22] Iter[20/486] Loss: 2.881, Acc: 0.518, Base Lr: 3.68e-04
2024-05-18 22:02:48 transreid.train INFO: Epoch[22] Iter[30/486] Loss: 2.865, Acc: 0.514, Base Lr: 3.68e-04
2024-05-18 22:02:50 transreid.train INFO: Epoch[22] Iter[40/486] Loss: 2.851, Acc: 0.522, Base Lr: 3.68e-04
2024-05-18 22:02:53 transreid.train INFO: Epoch[22] Iter[50/486] Loss: 2.792, Acc: 0.537, Base Lr: 3.68e-04
2024-05-18 22:02:55 transreid.train INFO: Epoch[22] Iter[60/486] Loss: 2.808, Acc: 0.533, Base Lr: 3.68e-04
2024-05-18 22:02:58 transreid.train INFO: Epoch[22] Iter[70/486] Loss: 2.793, Acc: 0.535, Base Lr: 3.68e-04
2024-05-18 22:03:00 transreid.train INFO: Epoch[22] Iter[80/486] Loss: 2.788, Acc: 0.534, Base Lr: 3.68e-04
2024-05-18 22:03:03 transreid.train INFO: Epoch[22] Iter[90/486] Loss: 2.780, Acc: 0.538, Base Lr: 3.68e-04
2024-05-18 22:03:05 transreid.train INFO: Epoch[22] Iter[100/486] Loss: 2.759, Acc: 0.544, Base Lr: 3.68e-04
2024-05-18 22:03:08 transreid.train INFO: Epoch[22] Iter[110/486] Loss: 2.755, Acc: 0.544, Base Lr: 3.68e-04
2024-05-18 22:03:10 transreid.train INFO: Epoch[22] Iter[120/486] Loss: 2.728, Acc: 0.550, Base Lr: 3.68e-04
2024-05-18 22:03:12 transreid.train INFO: Epoch[22] Iter[130/486] Loss: 2.724, Acc: 0.551, Base Lr: 3.68e-04
2024-05-18 22:03:15 transreid.train INFO: Epoch[22] Iter[140/486] Loss: 2.711, Acc: 0.553, Base Lr: 3.68e-04
2024-05-18 22:03:17 transreid.train INFO: Epoch[22] Iter[150/486] Loss: 2.702, Acc: 0.555, Base Lr: 3.68e-04
2024-05-18 22:03:20 transreid.train INFO: Epoch[22] Iter[160/486] Loss: 2.678, Acc: 0.562, Base Lr: 3.68e-04
2024-05-18 22:03:22 transreid.train INFO: Epoch[22] Iter[170/486] Loss: 2.659, Acc: 0.566, Base Lr: 3.68e-04
2024-05-18 22:03:25 transreid.train INFO: Epoch[22] Iter[180/486] Loss: 2.651, Acc: 0.569, Base Lr: 3.68e-04
2024-05-18 22:03:27 transreid.train INFO: Epoch[22] Iter[190/486] Loss: 2.619, Acc: 0.578, Base Lr: 3.68e-04
2024-05-18 22:03:30 transreid.train INFO: Epoch[22] Iter[200/486] Loss: 2.589, Acc: 0.585, Base Lr: 3.68e-04
2024-05-18 22:03:32 transreid.train INFO: Epoch[22] Iter[210/486] Loss: 2.569, Acc: 0.592, Base Lr: 3.68e-04
2024-05-18 22:03:35 transreid.train INFO: Epoch[22] Iter[220/486] Loss: 2.546, Acc: 0.597, Base Lr: 3.68e-04
2024-05-18 22:03:37 transreid.train INFO: Epoch[22] Iter[230/486] Loss: 2.522, Acc: 0.602, Base Lr: 3.68e-04
2024-05-18 22:03:40 transreid.train INFO: Epoch[22] Iter[240/486] Loss: 2.500, Acc: 0.608, Base Lr: 3.68e-04
2024-05-18 22:03:42 transreid.train INFO: Epoch[22] Iter[250/486] Loss: 2.482, Acc: 0.612, Base Lr: 3.68e-04
2024-05-18 22:03:45 transreid.train INFO: Epoch[22] Iter[260/486] Loss: 2.455, Acc: 0.618, Base Lr: 3.68e-04
2024-05-18 22:03:47 transreid.train INFO: Epoch[22] Iter[270/486] Loss: 2.429, Acc: 0.624, Base Lr: 3.68e-04
2024-05-18 22:03:50 transreid.train INFO: Epoch[22] Iter[280/486] Loss: 2.403, Acc: 0.630, Base Lr: 3.68e-04
2024-05-18 22:03:52 transreid.train INFO: Epoch[22] Iter[290/486] Loss: 2.380, Acc: 0.635, Base Lr: 3.68e-04
2024-05-18 22:03:55 transreid.train INFO: Epoch[22] Iter[300/486] Loss: 2.354, Acc: 0.641, Base Lr: 3.68e-04
2024-05-18 22:03:57 transreid.train INFO: Epoch[22] Iter[310/486] Loss: 2.325, Acc: 0.647, Base Lr: 3.68e-04
2024-05-18 22:04:00 transreid.train INFO: Epoch[22] Iter[320/486] Loss: 2.301, Acc: 0.653, Base Lr: 3.68e-04
2024-05-18 22:04:02 transreid.train INFO: Epoch[22] Iter[330/486] Loss: 2.279, Acc: 0.658, Base Lr: 3.68e-04
2024-05-18 22:04:04 transreid.train INFO: Epoch[22] Iter[340/486] Loss: 2.248, Acc: 0.664, Base Lr: 3.68e-04
2024-05-18 22:04:07 transreid.train INFO: Epoch[22] Iter[350/486] Loss: 2.223, Acc: 0.669, Base Lr: 3.68e-04
2024-05-18 22:04:09 transreid.train INFO: Epoch[22] Iter[360/486] Loss: 2.192, Acc: 0.675, Base Lr: 3.68e-04
2024-05-18 22:04:12 transreid.train INFO: Epoch[22] Iter[370/486] Loss: 2.164, Acc: 0.680, Base Lr: 3.68e-04
2024-05-18 22:04:14 transreid.train INFO: Epoch[22] Iter[380/486] Loss: 2.132, Acc: 0.687, Base Lr: 3.68e-04
2024-05-18 22:04:17 transreid.train INFO: Epoch[22] Iter[390/486] Loss: 2.097, Acc: 0.694, Base Lr: 3.68e-04
2024-05-18 22:04:19 transreid.train INFO: Epoch[22] Iter[400/486] Loss: 2.066, Acc: 0.700, Base Lr: 3.68e-04
2024-05-18 22:04:22 transreid.train INFO: Epoch[22] Iter[410/486] Loss: 2.031, Acc: 0.707, Base Lr: 3.68e-04
2024-05-18 22:04:24 transreid.train INFO: Epoch[22] Iter[420/486] Loss: 1.998, Acc: 0.713, Base Lr: 3.68e-04
2024-05-18 22:04:27 transreid.train INFO: Epoch[22] Iter[430/486] Loss: 1.964, Acc: 0.720, Base Lr: 3.68e-04
2024-05-18 22:04:29 transreid.train INFO: Epoch[22] Iter[440/486] Loss: 1.931, Acc: 0.726, Base Lr: 3.68e-04
2024-05-18 22:04:32 transreid.train INFO: Epoch[22] Iter[450/486] Loss: 1.899, Acc: 0.731, Base Lr: 3.68e-04
2024-05-18 22:04:34 transreid.train INFO: Epoch[22] Iter[460/486] Loss: 1.868, Acc: 0.737, Base Lr: 3.68e-04
2024-05-18 22:04:37 transreid.train INFO: Epoch[22] Iter[470/486] Loss: 1.834, Acc: 0.742, Base Lr: 3.68e-04
2024-05-18 22:04:38 transreid.train INFO: Epoch 22 done. Time per epoch: 119.360[s] Speed: 253.1[samples/s]
2024-05-18 22:04:42 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 2.866, Acc: 0.506, Base Lr: 3.65e-04
2024-05-18 22:04:45 transreid.train INFO: Epoch[23] Iter[20/486] Loss: 2.782, Acc: 0.532, Base Lr: 3.65e-04
2024-05-18 22:04:47 transreid.train INFO: Epoch[23] Iter[30/486] Loss: 2.751, Acc: 0.538, Base Lr: 3.65e-04
2024-05-18 22:04:50 transreid.train INFO: Epoch[23] Iter[40/486] Loss: 2.726, Acc: 0.548, Base Lr: 3.65e-04
2024-05-18 22:04:52 transreid.train INFO: Epoch[23] Iter[50/486] Loss: 2.721, Acc: 0.551, Base Lr: 3.65e-04
2024-05-18 22:04:55 transreid.train INFO: Epoch[23] Iter[60/486] Loss: 2.662, Acc: 0.560, Base Lr: 3.65e-04
2024-05-18 22:04:57 transreid.train INFO: Epoch[23] Iter[70/486] Loss: 2.625, Acc: 0.566, Base Lr: 3.65e-04
2024-05-18 22:05:00 transreid.train INFO: Epoch[23] Iter[80/486] Loss: 2.623, Acc: 0.566, Base Lr: 3.65e-04
2024-05-18 22:05:02 transreid.train INFO: Epoch[23] Iter[90/486] Loss: 2.644, Acc: 0.561, Base Lr: 3.65e-04
2024-05-18 22:05:05 transreid.train INFO: Epoch[23] Iter[100/486] Loss: 2.630, Acc: 0.564, Base Lr: 3.65e-04
2024-05-18 22:05:07 transreid.train INFO: Epoch[23] Iter[110/486] Loss: 2.617, Acc: 0.570, Base Lr: 3.65e-04
2024-05-18 22:05:09 transreid.train INFO: Epoch[23] Iter[120/486] Loss: 2.589, Acc: 0.576, Base Lr: 3.65e-04
2024-05-18 22:05:12 transreid.train INFO: Epoch[23] Iter[130/486] Loss: 2.568, Acc: 0.582, Base Lr: 3.65e-04
2024-05-18 22:05:14 transreid.train INFO: Epoch[23] Iter[140/486] Loss: 2.539, Acc: 0.588, Base Lr: 3.65e-04
2024-05-18 22:05:17 transreid.train INFO: Epoch[23] Iter[150/486] Loss: 2.527, Acc: 0.593, Base Lr: 3.65e-04
2024-05-18 22:05:19 transreid.train INFO: Epoch[23] Iter[160/486] Loss: 2.506, Acc: 0.599, Base Lr: 3.65e-04
2024-05-18 22:05:22 transreid.train INFO: Epoch[23] Iter[170/486] Loss: 2.481, Acc: 0.604, Base Lr: 3.65e-04
2024-05-18 22:05:24 transreid.train INFO: Epoch[23] Iter[180/486] Loss: 2.444, Acc: 0.614, Base Lr: 3.65e-04
2024-05-18 22:05:27 transreid.train INFO: Epoch[23] Iter[190/486] Loss: 2.419, Acc: 0.620, Base Lr: 3.65e-04
2024-05-18 22:05:29 transreid.train INFO: Epoch[23] Iter[200/486] Loss: 2.399, Acc: 0.625, Base Lr: 3.65e-04
2024-05-18 22:05:32 transreid.train INFO: Epoch[23] Iter[210/486] Loss: 2.376, Acc: 0.630, Base Lr: 3.65e-04
2024-05-18 22:05:34 transreid.train INFO: Epoch[23] Iter[220/486] Loss: 2.360, Acc: 0.633, Base Lr: 3.65e-04
2024-05-18 22:05:37 transreid.train INFO: Epoch[23] Iter[230/486] Loss: 2.345, Acc: 0.636, Base Lr: 3.65e-04
2024-05-18 22:05:39 transreid.train INFO: Epoch[23] Iter[240/486] Loss: 2.319, Acc: 0.644, Base Lr: 3.65e-04
2024-05-18 22:05:42 transreid.train INFO: Epoch[23] Iter[250/486] Loss: 2.288, Acc: 0.650, Base Lr: 3.65e-04
2024-05-18 22:05:44 transreid.train INFO: Epoch[23] Iter[260/486] Loss: 2.269, Acc: 0.654, Base Lr: 3.65e-04
2024-05-18 22:05:47 transreid.train INFO: Epoch[23] Iter[270/486] Loss: 2.246, Acc: 0.659, Base Lr: 3.65e-04
2024-05-18 22:05:49 transreid.train INFO: Epoch[23] Iter[280/486] Loss: 2.218, Acc: 0.666, Base Lr: 3.65e-04
2024-05-18 22:05:52 transreid.train INFO: Epoch[23] Iter[290/486] Loss: 2.195, Acc: 0.671, Base Lr: 3.65e-04
2024-05-18 22:05:54 transreid.train INFO: Epoch[23] Iter[300/486] Loss: 2.167, Acc: 0.677, Base Lr: 3.65e-04
2024-05-18 22:05:57 transreid.train INFO: Epoch[23] Iter[310/486] Loss: 2.141, Acc: 0.683, Base Lr: 3.65e-04
2024-05-18 22:05:59 transreid.train INFO: Epoch[23] Iter[320/486] Loss: 2.115, Acc: 0.689, Base Lr: 3.65e-04
2024-05-18 22:06:02 transreid.train INFO: Epoch[23] Iter[330/486] Loss: 2.085, Acc: 0.696, Base Lr: 3.65e-04
2024-05-18 22:06:04 transreid.train INFO: Epoch[23] Iter[340/486] Loss: 2.054, Acc: 0.702, Base Lr: 3.65e-04
2024-05-18 22:06:06 transreid.train INFO: Epoch[23] Iter[350/486] Loss: 2.025, Acc: 0.708, Base Lr: 3.65e-04
2024-05-18 22:06:09 transreid.train INFO: Epoch[23] Iter[360/486] Loss: 1.997, Acc: 0.713, Base Lr: 3.65e-04
2024-05-18 22:06:11 transreid.train INFO: Epoch[23] Iter[370/486] Loss: 1.972, Acc: 0.718, Base Lr: 3.65e-04
2024-05-18 22:06:14 transreid.train INFO: Epoch[23] Iter[380/486] Loss: 1.941, Acc: 0.725, Base Lr: 3.65e-04
2024-05-18 22:06:16 transreid.train INFO: Epoch[23] Iter[390/486] Loss: 1.911, Acc: 0.731, Base Lr: 3.65e-04
2024-05-18 22:06:19 transreid.train INFO: Epoch[23] Iter[400/486] Loss: 1.881, Acc: 0.736, Base Lr: 3.65e-04
2024-05-18 22:06:21 transreid.train INFO: Epoch[23] Iter[410/486] Loss: 1.851, Acc: 0.742, Base Lr: 3.65e-04
2024-05-18 22:06:24 transreid.train INFO: Epoch[23] Iter[420/486] Loss: 1.819, Acc: 0.747, Base Lr: 3.65e-04
2024-05-18 22:06:26 transreid.train INFO: Epoch[23] Iter[430/486] Loss: 1.789, Acc: 0.753, Base Lr: 3.65e-04
2024-05-18 22:06:29 transreid.train INFO: Epoch[23] Iter[440/486] Loss: 1.759, Acc: 0.758, Base Lr: 3.65e-04
2024-05-18 22:06:31 transreid.train INFO: Epoch[23] Iter[450/486] Loss: 1.729, Acc: 0.763, Base Lr: 3.65e-04
2024-05-18 22:06:34 transreid.train INFO: Epoch[23] Iter[460/486] Loss: 1.699, Acc: 0.768, Base Lr: 3.65e-04
2024-05-18 22:06:36 transreid.train INFO: Epoch[23] Iter[470/486] Loss: 1.669, Acc: 0.773, Base Lr: 3.65e-04
2024-05-18 22:06:38 transreid.train INFO: Epoch 23 done. Time per epoch: 120.027[s] Speed: 252.7[samples/s]
2024-05-18 22:06:42 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 2.537, Acc: 0.530, Base Lr: 3.62e-04
2024-05-18 22:06:45 transreid.train INFO: Epoch[24] Iter[20/486] Loss: 2.650, Acc: 0.537, Base Lr: 3.62e-04
2024-05-18 22:06:47 transreid.train INFO: Epoch[24] Iter[30/486] Loss: 2.611, Acc: 0.552, Base Lr: 3.62e-04
2024-05-18 22:06:50 transreid.train INFO: Epoch[24] Iter[40/486] Loss: 2.589, Acc: 0.559, Base Lr: 3.62e-04
2024-05-18 22:06:52 transreid.train INFO: Epoch[24] Iter[50/486] Loss: 2.537, Acc: 0.572, Base Lr: 3.62e-04
2024-05-18 22:06:55 transreid.train INFO: Epoch[24] Iter[60/486] Loss: 2.532, Acc: 0.576, Base Lr: 3.62e-04
2024-05-18 22:06:57 transreid.train INFO: Epoch[24] Iter[70/486] Loss: 2.517, Acc: 0.579, Base Lr: 3.62e-04
2024-05-18 22:07:00 transreid.train INFO: Epoch[24] Iter[80/486] Loss: 2.493, Acc: 0.586, Base Lr: 3.62e-04
2024-05-18 22:07:02 transreid.train INFO: Epoch[24] Iter[90/486] Loss: 2.444, Acc: 0.598, Base Lr: 3.62e-04
2024-05-18 22:07:05 transreid.train INFO: Epoch[24] Iter[100/486] Loss: 2.413, Acc: 0.608, Base Lr: 3.62e-04
2024-05-18 22:07:07 transreid.train INFO: Epoch[24] Iter[110/486] Loss: 2.400, Acc: 0.614, Base Lr: 3.62e-04
2024-05-18 22:07:10 transreid.train INFO: Epoch[24] Iter[120/486] Loss: 2.373, Acc: 0.622, Base Lr: 3.62e-04
2024-05-18 22:07:12 transreid.train INFO: Epoch[24] Iter[130/486] Loss: 2.349, Acc: 0.630, Base Lr: 3.62e-04
2024-05-18 22:07:14 transreid.train INFO: Epoch[24] Iter[140/486] Loss: 2.321, Acc: 0.638, Base Lr: 3.62e-04
2024-05-18 22:07:17 transreid.train INFO: Epoch[24] Iter[150/486] Loss: 2.303, Acc: 0.644, Base Lr: 3.62e-04
2024-05-18 22:07:19 transreid.train INFO: Epoch[24] Iter[160/486] Loss: 2.289, Acc: 0.647, Base Lr: 3.62e-04
2024-05-18 22:07:22 transreid.train INFO: Epoch[24] Iter[170/486] Loss: 2.259, Acc: 0.654, Base Lr: 3.62e-04
2024-05-18 22:07:24 transreid.train INFO: Epoch[24] Iter[180/486] Loss: 2.237, Acc: 0.659, Base Lr: 3.62e-04
2024-05-18 22:07:27 transreid.train INFO: Epoch[24] Iter[190/486] Loss: 2.220, Acc: 0.663, Base Lr: 3.62e-04
2024-05-18 22:07:29 transreid.train INFO: Epoch[24] Iter[200/486] Loss: 2.202, Acc: 0.665, Base Lr: 3.62e-04
2024-05-18 22:07:32 transreid.train INFO: Epoch[24] Iter[210/486] Loss: 2.179, Acc: 0.670, Base Lr: 3.62e-04
2024-05-18 22:07:34 transreid.train INFO: Epoch[24] Iter[220/486] Loss: 2.153, Acc: 0.676, Base Lr: 3.62e-04
2024-05-18 22:07:37 transreid.train INFO: Epoch[24] Iter[230/486] Loss: 2.131, Acc: 0.680, Base Lr: 3.62e-04
2024-05-18 22:07:39 transreid.train INFO: Epoch[24] Iter[240/486] Loss: 2.107, Acc: 0.686, Base Lr: 3.62e-04
2024-05-18 22:07:42 transreid.train INFO: Epoch[24] Iter[250/486] Loss: 2.082, Acc: 0.691, Base Lr: 3.62e-04
2024-05-18 22:07:44 transreid.train INFO: Epoch[24] Iter[260/486] Loss: 2.055, Acc: 0.697, Base Lr: 3.62e-04
2024-05-18 22:07:47 transreid.train INFO: Epoch[24] Iter[270/486] Loss: 2.031, Acc: 0.702, Base Lr: 3.62e-04
2024-05-18 22:07:49 transreid.train INFO: Epoch[24] Iter[280/486] Loss: 2.008, Acc: 0.706, Base Lr: 3.62e-04
2024-05-18 22:07:52 transreid.train INFO: Epoch[24] Iter[290/486] Loss: 1.981, Acc: 0.713, Base Lr: 3.62e-04
2024-05-18 22:07:54 transreid.train INFO: Epoch[24] Iter[300/486] Loss: 1.952, Acc: 0.719, Base Lr: 3.62e-04
2024-05-18 22:07:57 transreid.train INFO: Epoch[24] Iter[310/486] Loss: 1.928, Acc: 0.725, Base Lr: 3.62e-04
2024-05-18 22:07:59 transreid.train INFO: Epoch[24] Iter[320/486] Loss: 1.903, Acc: 0.731, Base Lr: 3.62e-04
2024-05-18 22:08:02 transreid.train INFO: Epoch[24] Iter[330/486] Loss: 1.876, Acc: 0.736, Base Lr: 3.62e-04
2024-05-18 22:08:04 transreid.train INFO: Epoch[24] Iter[340/486] Loss: 1.849, Acc: 0.741, Base Lr: 3.62e-04
2024-05-18 22:08:07 transreid.train INFO: Epoch[24] Iter[350/486] Loss: 1.821, Acc: 0.747, Base Lr: 3.62e-04
2024-05-18 22:08:09 transreid.train INFO: Epoch[24] Iter[360/486] Loss: 1.798, Acc: 0.752, Base Lr: 3.62e-04
2024-05-18 22:08:12 transreid.train INFO: Epoch[24] Iter[370/486] Loss: 1.769, Acc: 0.757, Base Lr: 3.62e-04
2024-05-18 22:08:14 transreid.train INFO: Epoch[24] Iter[380/486] Loss: 1.743, Acc: 0.762, Base Lr: 3.62e-04
2024-05-18 22:08:17 transreid.train INFO: Epoch[24] Iter[390/486] Loss: 1.715, Acc: 0.768, Base Lr: 3.62e-04
2024-05-18 22:08:19 transreid.train INFO: Epoch[24] Iter[400/486] Loss: 1.688, Acc: 0.773, Base Lr: 3.62e-04
2024-05-18 22:08:21 transreid.train INFO: Epoch[24] Iter[410/486] Loss: 1.660, Acc: 0.778, Base Lr: 3.62e-04
2024-05-18 22:08:24 transreid.train INFO: Epoch[24] Iter[420/486] Loss: 1.630, Acc: 0.782, Base Lr: 3.62e-04
2024-05-18 22:08:26 transreid.train INFO: Epoch[24] Iter[430/486] Loss: 1.600, Acc: 0.787, Base Lr: 3.62e-04
2024-05-18 22:08:29 transreid.train INFO: Epoch[24] Iter[440/486] Loss: 1.570, Acc: 0.792, Base Lr: 3.62e-04
2024-05-18 22:08:31 transreid.train INFO: Epoch[24] Iter[450/486] Loss: 1.541, Acc: 0.796, Base Lr: 3.62e-04
2024-05-18 22:08:34 transreid.train INFO: Epoch[24] Iter[460/486] Loss: 1.514, Acc: 0.800, Base Lr: 3.62e-04
2024-05-18 22:08:36 transreid.train INFO: Epoch[24] Iter[470/486] Loss: 1.486, Acc: 0.804, Base Lr: 3.62e-04
2024-05-18 22:08:38 transreid.train INFO: Epoch 24 done. Time per epoch: 120.149[s] Speed: 252.5[samples/s]
2024-05-18 22:08:43 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 2.104, Acc: 0.642, Base Lr: 3.59e-04
2024-05-18 22:08:45 transreid.train INFO: Epoch[25] Iter[20/486] Loss: 2.139, Acc: 0.641, Base Lr: 3.59e-04
2024-05-18 22:08:47 transreid.train INFO: Epoch[25] Iter[30/486] Loss: 2.289, Acc: 0.617, Base Lr: 3.59e-04
2024-05-18 22:08:50 transreid.train INFO: Epoch[25] Iter[40/486] Loss: 2.249, Acc: 0.624, Base Lr: 3.59e-04
2024-05-18 22:08:52 transreid.train INFO: Epoch[25] Iter[50/486] Loss: 2.235, Acc: 0.626, Base Lr: 3.59e-04
2024-05-18 22:08:55 transreid.train INFO: Epoch[25] Iter[60/486] Loss: 2.231, Acc: 0.626, Base Lr: 3.59e-04
2024-05-18 22:08:57 transreid.train INFO: Epoch[25] Iter[70/486] Loss: 2.172, Acc: 0.641, Base Lr: 3.59e-04
2024-05-18 22:09:00 transreid.train INFO: Epoch[25] Iter[80/486] Loss: 2.183, Acc: 0.642, Base Lr: 3.59e-04
2024-05-18 22:09:02 transreid.train INFO: Epoch[25] Iter[90/486] Loss: 2.176, Acc: 0.646, Base Lr: 3.59e-04
2024-05-18 22:09:05 transreid.train INFO: Epoch[25] Iter[100/486] Loss: 2.159, Acc: 0.651, Base Lr: 3.59e-04
2024-05-18 22:09:07 transreid.train INFO: Epoch[25] Iter[110/486] Loss: 2.154, Acc: 0.654, Base Lr: 3.59e-04
2024-05-18 22:09:10 transreid.train INFO: Epoch[25] Iter[120/486] Loss: 2.141, Acc: 0.657, Base Lr: 3.59e-04
2024-05-18 22:09:12 transreid.train INFO: Epoch[25] Iter[130/486] Loss: 2.121, Acc: 0.664, Base Lr: 3.59e-04
2024-05-18 22:09:15 transreid.train INFO: Epoch[25] Iter[140/486] Loss: 2.086, Acc: 0.671, Base Lr: 3.59e-04
2024-05-18 22:09:17 transreid.train INFO: Epoch[25] Iter[150/486] Loss: 2.081, Acc: 0.674, Base Lr: 3.59e-04
2024-05-18 22:09:20 transreid.train INFO: Epoch[25] Iter[160/486] Loss: 2.064, Acc: 0.680, Base Lr: 3.59e-04
2024-05-18 22:09:22 transreid.train INFO: Epoch[25] Iter[170/486] Loss: 2.056, Acc: 0.682, Base Lr: 3.59e-04
2024-05-18 22:09:25 transreid.train INFO: Epoch[25] Iter[180/486] Loss: 2.032, Acc: 0.687, Base Lr: 3.59e-04
2024-05-18 22:09:27 transreid.train INFO: Epoch[25] Iter[190/486] Loss: 2.009, Acc: 0.692, Base Lr: 3.59e-04
2024-05-18 22:09:30 transreid.train INFO: Epoch[25] Iter[200/486] Loss: 1.982, Acc: 0.699, Base Lr: 3.59e-04
2024-05-18 22:09:32 transreid.train INFO: Epoch[25] Iter[210/486] Loss: 1.959, Acc: 0.705, Base Lr: 3.59e-04
2024-05-18 22:09:34 transreid.train INFO: Epoch[25] Iter[220/486] Loss: 1.947, Acc: 0.708, Base Lr: 3.59e-04
2024-05-18 22:09:37 transreid.train INFO: Epoch[25] Iter[230/486] Loss: 1.924, Acc: 0.714, Base Lr: 3.59e-04
2024-05-18 22:09:39 transreid.train INFO: Epoch[25] Iter[240/486] Loss: 1.901, Acc: 0.719, Base Lr: 3.59e-04
2024-05-18 22:09:42 transreid.train INFO: Epoch[25] Iter[250/486] Loss: 1.877, Acc: 0.725, Base Lr: 3.59e-04
2024-05-18 22:09:44 transreid.train INFO: Epoch[25] Iter[260/486] Loss: 1.855, Acc: 0.730, Base Lr: 3.59e-04
2024-05-18 22:09:47 transreid.train INFO: Epoch[25] Iter[270/486] Loss: 1.835, Acc: 0.735, Base Lr: 3.59e-04
2024-05-18 22:09:49 transreid.train INFO: Epoch[25] Iter[280/486] Loss: 1.810, Acc: 0.742, Base Lr: 3.59e-04
2024-05-18 22:09:52 transreid.train INFO: Epoch[25] Iter[290/486] Loss: 1.789, Acc: 0.747, Base Lr: 3.59e-04
2024-05-18 22:09:54 transreid.train INFO: Epoch[25] Iter[300/486] Loss: 1.768, Acc: 0.752, Base Lr: 3.59e-04
2024-05-18 22:09:57 transreid.train INFO: Epoch[25] Iter[310/486] Loss: 1.741, Acc: 0.757, Base Lr: 3.59e-04
2024-05-18 22:09:59 transreid.train INFO: Epoch[25] Iter[320/486] Loss: 1.718, Acc: 0.763, Base Lr: 3.59e-04
2024-05-18 22:10:02 transreid.train INFO: Epoch[25] Iter[330/486] Loss: 1.697, Acc: 0.767, Base Lr: 3.59e-04
2024-05-18 22:10:04 transreid.train INFO: Epoch[25] Iter[340/486] Loss: 1.677, Acc: 0.771, Base Lr: 3.59e-04
2024-05-18 22:10:07 transreid.train INFO: Epoch[25] Iter[350/486] Loss: 1.652, Acc: 0.776, Base Lr: 3.59e-04
2024-05-18 22:10:09 transreid.train INFO: Epoch[25] Iter[360/486] Loss: 1.626, Acc: 0.781, Base Lr: 3.59e-04
2024-05-18 22:10:12 transreid.train INFO: Epoch[25] Iter[370/486] Loss: 1.601, Acc: 0.786, Base Lr: 3.59e-04
2024-05-18 22:10:14 transreid.train INFO: Epoch[25] Iter[380/486] Loss: 1.576, Acc: 0.791, Base Lr: 3.59e-04
2024-05-18 22:10:17 transreid.train INFO: Epoch[25] Iter[390/486] Loss: 1.551, Acc: 0.796, Base Lr: 3.59e-04
2024-05-18 22:10:19 transreid.train INFO: Epoch[25] Iter[400/486] Loss: 1.525, Acc: 0.800, Base Lr: 3.59e-04
2024-05-18 22:10:21 transreid.train INFO: Epoch[25] Iter[410/486] Loss: 1.499, Acc: 0.805, Base Lr: 3.59e-04
2024-05-18 22:10:24 transreid.train INFO: Epoch[25] Iter[420/486] Loss: 1.473, Acc: 0.809, Base Lr: 3.59e-04
2024-05-18 22:10:26 transreid.train INFO: Epoch[25] Iter[430/486] Loss: 1.447, Acc: 0.813, Base Lr: 3.59e-04
2024-05-18 22:10:29 transreid.train INFO: Epoch[25] Iter[440/486] Loss: 1.421, Acc: 0.817, Base Lr: 3.59e-04
2024-05-18 22:10:31 transreid.train INFO: Epoch[25] Iter[450/486] Loss: 1.396, Acc: 0.821, Base Lr: 3.59e-04
2024-05-18 22:10:34 transreid.train INFO: Epoch[25] Iter[460/486] Loss: 1.372, Acc: 0.824, Base Lr: 3.59e-04
2024-05-18 22:10:36 transreid.train INFO: Epoch[25] Iter[470/486] Loss: 1.347, Acc: 0.828, Base Lr: 3.59e-04
2024-05-18 22:10:38 transreid.train INFO: Epoch 25 done. Time per epoch: 120.056[s] Speed: 253.2[samples/s]
2024-05-18 22:10:43 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 2.232, Acc: 0.644, Base Lr: 3.56e-04
2024-05-18 22:10:45 transreid.train INFO: Epoch[26] Iter[20/486] Loss: 2.124, Acc: 0.663, Base Lr: 3.56e-04
2024-05-18 22:10:48 transreid.train INFO: Epoch[26] Iter[30/486] Loss: 2.106, Acc: 0.664, Base Lr: 3.56e-04
2024-05-18 22:10:50 transreid.train INFO: Epoch[26] Iter[40/486] Loss: 2.097, Acc: 0.666, Base Lr: 3.56e-04
2024-05-18 22:10:52 transreid.train INFO: Epoch[26] Iter[50/486] Loss: 2.108, Acc: 0.664, Base Lr: 3.56e-04
2024-05-18 22:10:55 transreid.train INFO: Epoch[26] Iter[60/486] Loss: 2.103, Acc: 0.664, Base Lr: 3.56e-04
2024-05-18 22:10:57 transreid.train INFO: Epoch[26] Iter[70/486] Loss: 2.100, Acc: 0.671, Base Lr: 3.56e-04
2024-05-18 22:11:00 transreid.train INFO: Epoch[26] Iter[80/486] Loss: 2.082, Acc: 0.672, Base Lr: 3.56e-04
2024-05-18 22:11:02 transreid.train INFO: Epoch[26] Iter[90/486] Loss: 2.046, Acc: 0.681, Base Lr: 3.56e-04
2024-05-18 22:11:05 transreid.train INFO: Epoch[26] Iter[100/486] Loss: 2.024, Acc: 0.684, Base Lr: 3.56e-04
2024-05-18 22:11:07 transreid.train INFO: Epoch[26] Iter[110/486] Loss: 1.997, Acc: 0.688, Base Lr: 3.56e-04
2024-05-18 22:11:10 transreid.train INFO: Epoch[26] Iter[120/486] Loss: 1.989, Acc: 0.692, Base Lr: 3.56e-04
2024-05-18 22:11:12 transreid.train INFO: Epoch[26] Iter[130/486] Loss: 1.982, Acc: 0.693, Base Lr: 3.56e-04
2024-05-18 22:11:15 transreid.train INFO: Epoch[26] Iter[140/486] Loss: 1.968, Acc: 0.694, Base Lr: 3.56e-04
2024-05-18 22:11:17 transreid.train INFO: Epoch[26] Iter[150/486] Loss: 1.945, Acc: 0.699, Base Lr: 3.56e-04
2024-05-18 22:11:20 transreid.train INFO: Epoch[26] Iter[160/486] Loss: 1.919, Acc: 0.706, Base Lr: 3.56e-04
2024-05-18 22:11:22 transreid.train INFO: Epoch[26] Iter[170/486] Loss: 1.902, Acc: 0.712, Base Lr: 3.56e-04
2024-05-18 22:11:25 transreid.train INFO: Epoch[26] Iter[180/486] Loss: 1.881, Acc: 0.717, Base Lr: 3.56e-04
2024-05-18 22:11:27 transreid.train INFO: Epoch[26] Iter[190/486] Loss: 1.860, Acc: 0.723, Base Lr: 3.56e-04
2024-05-18 22:11:30 transreid.train INFO: Epoch[26] Iter[200/486] Loss: 1.841, Acc: 0.727, Base Lr: 3.56e-04
2024-05-18 22:11:32 transreid.train INFO: Epoch[26] Iter[210/486] Loss: 1.802, Acc: 0.736, Base Lr: 3.56e-04
2024-05-18 22:11:35 transreid.train INFO: Epoch[26] Iter[220/486] Loss: 1.776, Acc: 0.743, Base Lr: 3.56e-04
2024-05-18 22:11:37 transreid.train INFO: Epoch[26] Iter[230/486] Loss: 1.754, Acc: 0.748, Base Lr: 3.56e-04
2024-05-18 22:11:39 transreid.train INFO: Epoch[26] Iter[240/486] Loss: 1.732, Acc: 0.754, Base Lr: 3.56e-04
2024-05-18 22:11:42 transreid.train INFO: Epoch[26] Iter[250/486] Loss: 1.720, Acc: 0.756, Base Lr: 3.56e-04
2024-05-18 22:11:44 transreid.train INFO: Epoch[26] Iter[260/486] Loss: 1.695, Acc: 0.762, Base Lr: 3.56e-04
2024-05-18 22:11:47 transreid.train INFO: Epoch[26] Iter[270/486] Loss: 1.676, Acc: 0.766, Base Lr: 3.56e-04
2024-05-18 22:11:49 transreid.train INFO: Epoch[26] Iter[280/486] Loss: 1.653, Acc: 0.772, Base Lr: 3.56e-04
2024-05-18 22:11:52 transreid.train INFO: Epoch[26] Iter[290/486] Loss: 1.633, Acc: 0.776, Base Lr: 3.56e-04
2024-05-18 22:11:54 transreid.train INFO: Epoch[26] Iter[300/486] Loss: 1.606, Acc: 0.781, Base Lr: 3.56e-04
2024-05-18 22:11:57 transreid.train INFO: Epoch[26] Iter[310/486] Loss: 1.587, Acc: 0.786, Base Lr: 3.56e-04
2024-05-18 22:11:59 transreid.train INFO: Epoch[26] Iter[320/486] Loss: 1.565, Acc: 0.790, Base Lr: 3.56e-04
2024-05-18 22:12:02 transreid.train INFO: Epoch[26] Iter[330/486] Loss: 1.546, Acc: 0.794, Base Lr: 3.56e-04
2024-05-18 22:12:04 transreid.train INFO: Epoch[26] Iter[340/486] Loss: 1.527, Acc: 0.798, Base Lr: 3.56e-04
2024-05-18 22:12:07 transreid.train INFO: Epoch[26] Iter[350/486] Loss: 1.506, Acc: 0.803, Base Lr: 3.56e-04
2024-05-18 22:12:09 transreid.train INFO: Epoch[26] Iter[360/486] Loss: 1.485, Acc: 0.807, Base Lr: 3.56e-04
2024-05-18 22:12:12 transreid.train INFO: Epoch[26] Iter[370/486] Loss: 1.461, Acc: 0.811, Base Lr: 3.56e-04
2024-05-18 22:12:14 transreid.train INFO: Epoch[26] Iter[380/486] Loss: 1.436, Acc: 0.816, Base Lr: 3.56e-04
2024-05-18 22:12:17 transreid.train INFO: Epoch[26] Iter[390/486] Loss: 1.412, Acc: 0.820, Base Lr: 3.56e-04
2024-05-18 22:12:19 transreid.train INFO: Epoch[26] Iter[400/486] Loss: 1.388, Acc: 0.824, Base Lr: 3.56e-04
2024-05-18 22:12:22 transreid.train INFO: Epoch[26] Iter[410/486] Loss: 1.365, Acc: 0.827, Base Lr: 3.56e-04
2024-05-18 22:12:24 transreid.train INFO: Epoch[26] Iter[420/486] Loss: 1.344, Acc: 0.831, Base Lr: 3.56e-04
2024-05-18 22:12:26 transreid.train INFO: Epoch[26] Iter[430/486] Loss: 1.322, Acc: 0.835, Base Lr: 3.56e-04
2024-05-18 22:12:29 transreid.train INFO: Epoch[26] Iter[440/486] Loss: 1.300, Acc: 0.838, Base Lr: 3.56e-04
2024-05-18 22:12:31 transreid.train INFO: Epoch[26] Iter[450/486] Loss: 1.278, Acc: 0.841, Base Lr: 3.56e-04
2024-05-18 22:12:34 transreid.train INFO: Epoch[26] Iter[460/486] Loss: 1.257, Acc: 0.845, Base Lr: 3.56e-04
2024-05-18 22:12:36 transreid.train INFO: Epoch[26] Iter[470/486] Loss: 1.235, Acc: 0.848, Base Lr: 3.56e-04
2024-05-18 22:12:38 transreid.train INFO: Epoch 26 done. Time per epoch: 120.072[s] Speed: 253.2[samples/s]
2024-05-18 22:12:43 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 2.194, Acc: 0.594, Base Lr: 3.52e-04
2024-05-18 22:12:45 transreid.train INFO: Epoch[27] Iter[20/486] Loss: 1.947, Acc: 0.678, Base Lr: 3.52e-04
2024-05-18 22:12:48 transreid.train INFO: Epoch[27] Iter[30/486] Loss: 1.971, Acc: 0.675, Base Lr: 3.52e-04
2024-05-18 22:12:50 transreid.train INFO: Epoch[27] Iter[40/486] Loss: 1.945, Acc: 0.690, Base Lr: 3.52e-04
2024-05-18 22:12:52 transreid.train INFO: Epoch[27] Iter[50/486] Loss: 1.923, Acc: 0.700, Base Lr: 3.52e-04
2024-05-18 22:12:55 transreid.train INFO: Epoch[27] Iter[60/486] Loss: 1.872, Acc: 0.711, Base Lr: 3.52e-04
2024-05-18 22:12:57 transreid.train INFO: Epoch[27] Iter[70/486] Loss: 1.870, Acc: 0.712, Base Lr: 3.52e-04
2024-05-18 22:13:00 transreid.train INFO: Epoch[27] Iter[80/486] Loss: 1.880, Acc: 0.708, Base Lr: 3.52e-04
2024-05-18 22:13:02 transreid.train INFO: Epoch[27] Iter[90/486] Loss: 1.862, Acc: 0.711, Base Lr: 3.52e-04
2024-05-18 22:13:05 transreid.train INFO: Epoch[27] Iter[100/486] Loss: 1.838, Acc: 0.716, Base Lr: 3.52e-04
2024-05-18 22:13:07 transreid.train INFO: Epoch[27] Iter[110/486] Loss: 1.814, Acc: 0.724, Base Lr: 3.52e-04
2024-05-18 22:13:10 transreid.train INFO: Epoch[27] Iter[120/486] Loss: 1.802, Acc: 0.726, Base Lr: 3.52e-04
2024-05-18 22:13:12 transreid.train INFO: Epoch[27] Iter[130/486] Loss: 1.783, Acc: 0.731, Base Lr: 3.52e-04
2024-05-18 22:13:15 transreid.train INFO: Epoch[27] Iter[140/486] Loss: 1.762, Acc: 0.735, Base Lr: 3.52e-04
2024-05-18 22:13:17 transreid.train INFO: Epoch[27] Iter[150/486] Loss: 1.742, Acc: 0.740, Base Lr: 3.52e-04
2024-05-18 22:13:20 transreid.train INFO: Epoch[27] Iter[160/486] Loss: 1.713, Acc: 0.746, Base Lr: 3.52e-04
2024-05-18 22:13:22 transreid.train INFO: Epoch[27] Iter[170/486] Loss: 1.693, Acc: 0.750, Base Lr: 3.52e-04
2024-05-18 22:13:25 transreid.train INFO: Epoch[27] Iter[180/486] Loss: 1.676, Acc: 0.756, Base Lr: 3.52e-04
2024-05-18 22:13:27 transreid.train INFO: Epoch[27] Iter[190/486] Loss: 1.664, Acc: 0.759, Base Lr: 3.52e-04
2024-05-18 22:13:30 transreid.train INFO: Epoch[27] Iter[200/486] Loss: 1.640, Acc: 0.764, Base Lr: 3.52e-04
2024-05-18 22:13:32 transreid.train INFO: Epoch[27] Iter[210/486] Loss: 1.625, Acc: 0.767, Base Lr: 3.52e-04
2024-05-18 22:13:35 transreid.train INFO: Epoch[27] Iter[220/486] Loss: 1.609, Acc: 0.771, Base Lr: 3.52e-04
2024-05-18 22:13:37 transreid.train INFO: Epoch[27] Iter[230/486] Loss: 1.590, Acc: 0.775, Base Lr: 3.52e-04
2024-05-18 22:13:40 transreid.train INFO: Epoch[27] Iter[240/486] Loss: 1.572, Acc: 0.779, Base Lr: 3.52e-04
2024-05-18 22:13:42 transreid.train INFO: Epoch[27] Iter[250/486] Loss: 1.552, Acc: 0.783, Base Lr: 3.52e-04
2024-05-18 22:13:45 transreid.train INFO: Epoch[27] Iter[260/486] Loss: 1.529, Acc: 0.788, Base Lr: 3.52e-04
2024-05-18 22:13:47 transreid.train INFO: Epoch[27] Iter[270/486] Loss: 1.509, Acc: 0.793, Base Lr: 3.52e-04
2024-05-18 22:13:49 transreid.train INFO: Epoch[27] Iter[280/486] Loss: 1.485, Acc: 0.798, Base Lr: 3.52e-04
2024-05-18 22:13:52 transreid.train INFO: Epoch[27] Iter[290/486] Loss: 1.461, Acc: 0.803, Base Lr: 3.52e-04
2024-05-18 22:13:54 transreid.train INFO: Epoch[27] Iter[300/486] Loss: 1.438, Acc: 0.808, Base Lr: 3.52e-04
2024-05-18 22:13:57 transreid.train INFO: Epoch[27] Iter[310/486] Loss: 1.415, Acc: 0.813, Base Lr: 3.52e-04
2024-05-18 22:13:59 transreid.train INFO: Epoch[27] Iter[320/486] Loss: 1.398, Acc: 0.817, Base Lr: 3.52e-04
2024-05-18 22:14:02 transreid.train INFO: Epoch[27] Iter[330/486] Loss: 1.381, Acc: 0.820, Base Lr: 3.52e-04
2024-05-18 22:14:04 transreid.train INFO: Epoch[27] Iter[340/486] Loss: 1.362, Acc: 0.824, Base Lr: 3.52e-04
2024-05-18 22:14:07 transreid.train INFO: Epoch[27] Iter[350/486] Loss: 1.341, Acc: 0.828, Base Lr: 3.52e-04
2024-05-18 22:14:09 transreid.train INFO: Epoch[27] Iter[360/486] Loss: 1.318, Acc: 0.832, Base Lr: 3.52e-04
2024-05-18 22:14:12 transreid.train INFO: Epoch[27] Iter[370/486] Loss: 1.298, Acc: 0.836, Base Lr: 3.52e-04
2024-05-18 22:14:14 transreid.train INFO: Epoch[27] Iter[380/486] Loss: 1.277, Acc: 0.840, Base Lr: 3.52e-04
2024-05-18 22:14:17 transreid.train INFO: Epoch[27] Iter[390/486] Loss: 1.255, Acc: 0.843, Base Lr: 3.52e-04
2024-05-18 22:14:19 transreid.train INFO: Epoch[27] Iter[400/486] Loss: 1.236, Acc: 0.847, Base Lr: 3.52e-04
2024-05-18 22:14:22 transreid.train INFO: Epoch[27] Iter[410/486] Loss: 1.216, Acc: 0.850, Base Lr: 3.52e-04
2024-05-18 22:14:24 transreid.train INFO: Epoch[27] Iter[420/486] Loss: 1.195, Acc: 0.853, Base Lr: 3.52e-04
2024-05-18 22:14:27 transreid.train INFO: Epoch[27] Iter[430/486] Loss: 1.176, Acc: 0.856, Base Lr: 3.52e-04
2024-05-18 22:14:29 transreid.train INFO: Epoch[27] Iter[440/486] Loss: 1.156, Acc: 0.859, Base Lr: 3.52e-04
2024-05-18 22:14:31 transreid.train INFO: Epoch[27] Iter[450/486] Loss: 1.137, Acc: 0.862, Base Lr: 3.52e-04
2024-05-18 22:14:34 transreid.train INFO: Epoch[27] Iter[460/486] Loss: 1.118, Acc: 0.865, Base Lr: 3.52e-04
2024-05-18 22:14:36 transreid.train INFO: Epoch[27] Iter[470/486] Loss: 1.098, Acc: 0.867, Base Lr: 3.52e-04
2024-05-18 22:14:38 transreid.train INFO: Epoch 27 done. Time per epoch: 120.028[s] Speed: 253.3[samples/s]
2024-05-18 22:14:43 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 2.113, Acc: 0.650, Base Lr: 3.49e-04
2024-05-18 22:14:45 transreid.train INFO: Epoch[28] Iter[20/486] Loss: 1.932, Acc: 0.690, Base Lr: 3.49e-04
2024-05-18 22:14:48 transreid.train INFO: Epoch[28] Iter[30/486] Loss: 1.833, Acc: 0.714, Base Lr: 3.49e-04
2024-05-18 22:14:50 transreid.train INFO: Epoch[28] Iter[40/486] Loss: 1.808, Acc: 0.723, Base Lr: 3.49e-04
2024-05-18 22:14:53 transreid.train INFO: Epoch[28] Iter[50/486] Loss: 1.795, Acc: 0.724, Base Lr: 3.49e-04
2024-05-18 22:14:55 transreid.train INFO: Epoch[28] Iter[60/486] Loss: 1.785, Acc: 0.725, Base Lr: 3.49e-04
2024-05-18 22:14:58 transreid.train INFO: Epoch[28] Iter[70/486] Loss: 1.794, Acc: 0.724, Base Lr: 3.49e-04
2024-05-18 22:15:00 transreid.train INFO: Epoch[28] Iter[80/486] Loss: 1.757, Acc: 0.731, Base Lr: 3.49e-04
2024-05-18 22:15:03 transreid.train INFO: Epoch[28] Iter[90/486] Loss: 1.733, Acc: 0.736, Base Lr: 3.49e-04
2024-05-18 22:15:05 transreid.train INFO: Epoch[28] Iter[100/486] Loss: 1.716, Acc: 0.741, Base Lr: 3.49e-04
2024-05-18 22:15:08 transreid.train INFO: Epoch[28] Iter[110/486] Loss: 1.698, Acc: 0.745, Base Lr: 3.49e-04
2024-05-18 22:15:10 transreid.train INFO: Epoch[28] Iter[120/486] Loss: 1.680, Acc: 0.748, Base Lr: 3.49e-04
2024-05-18 22:15:13 transreid.train INFO: Epoch[28] Iter[130/486] Loss: 1.658, Acc: 0.752, Base Lr: 3.49e-04
2024-05-18 22:15:15 transreid.train INFO: Epoch[28] Iter[140/486] Loss: 1.618, Acc: 0.762, Base Lr: 3.49e-04
2024-05-18 22:15:17 transreid.train INFO: Epoch[28] Iter[150/486] Loss: 1.605, Acc: 0.765, Base Lr: 3.49e-04
2024-05-18 22:15:20 transreid.train INFO: Epoch[28] Iter[160/486] Loss: 1.590, Acc: 0.769, Base Lr: 3.49e-04
2024-05-18 22:15:22 transreid.train INFO: Epoch[28] Iter[170/486] Loss: 1.570, Acc: 0.774, Base Lr: 3.49e-04
2024-05-18 22:15:25 transreid.train INFO: Epoch[28] Iter[180/486] Loss: 1.550, Acc: 0.779, Base Lr: 3.49e-04
2024-05-18 22:15:27 transreid.train INFO: Epoch[28] Iter[190/486] Loss: 1.530, Acc: 0.783, Base Lr: 3.49e-04
2024-05-18 22:15:30 transreid.train INFO: Epoch[28] Iter[200/486] Loss: 1.515, Acc: 0.787, Base Lr: 3.49e-04
2024-05-18 22:15:32 transreid.train INFO: Epoch[28] Iter[210/486] Loss: 1.498, Acc: 0.791, Base Lr: 3.49e-04
2024-05-18 22:15:35 transreid.train INFO: Epoch[28] Iter[220/486] Loss: 1.482, Acc: 0.796, Base Lr: 3.49e-04
2024-05-18 22:15:37 transreid.train INFO: Epoch[28] Iter[230/486] Loss: 1.465, Acc: 0.801, Base Lr: 3.49e-04
2024-05-18 22:15:40 transreid.train INFO: Epoch[28] Iter[240/486] Loss: 1.444, Acc: 0.805, Base Lr: 3.49e-04
2024-05-18 22:15:42 transreid.train INFO: Epoch[28] Iter[250/486] Loss: 1.422, Acc: 0.811, Base Lr: 3.49e-04
2024-05-18 22:15:45 transreid.train INFO: Epoch[28] Iter[260/486] Loss: 1.401, Acc: 0.815, Base Lr: 3.49e-04
2024-05-18 22:15:47 transreid.train INFO: Epoch[28] Iter[270/486] Loss: 1.380, Acc: 0.819, Base Lr: 3.49e-04
2024-05-18 22:15:50 transreid.train INFO: Epoch[28] Iter[280/486] Loss: 1.357, Acc: 0.823, Base Lr: 3.49e-04
2024-05-18 22:15:52 transreid.train INFO: Epoch[28] Iter[290/486] Loss: 1.335, Acc: 0.828, Base Lr: 3.49e-04
2024-05-18 22:15:55 transreid.train INFO: Epoch[28] Iter[300/486] Loss: 1.313, Acc: 0.832, Base Lr: 3.49e-04
2024-05-18 22:15:57 transreid.train INFO: Epoch[28] Iter[310/486] Loss: 1.293, Acc: 0.836, Base Lr: 3.49e-04
2024-05-18 22:16:00 transreid.train INFO: Epoch[28] Iter[320/486] Loss: 1.273, Acc: 0.840, Base Lr: 3.49e-04
2024-05-18 22:16:02 transreid.train INFO: Epoch[28] Iter[330/486] Loss: 1.252, Acc: 0.843, Base Lr: 3.49e-04
2024-05-18 22:16:05 transreid.train INFO: Epoch[28] Iter[340/486] Loss: 1.232, Acc: 0.847, Base Lr: 3.49e-04
2024-05-18 22:16:07 transreid.train INFO: Epoch[28] Iter[350/486] Loss: 1.212, Acc: 0.850, Base Lr: 3.49e-04
2024-05-18 22:16:10 transreid.train INFO: Epoch[28] Iter[360/486] Loss: 1.195, Acc: 0.853, Base Lr: 3.49e-04
2024-05-18 22:16:12 transreid.train INFO: Epoch[28] Iter[370/486] Loss: 1.175, Acc: 0.857, Base Lr: 3.49e-04
2024-05-18 22:16:15 transreid.train INFO: Epoch[28] Iter[380/486] Loss: 1.159, Acc: 0.859, Base Lr: 3.49e-04
2024-05-18 22:16:17 transreid.train INFO: Epoch[28] Iter[390/486] Loss: 1.141, Acc: 0.862, Base Lr: 3.49e-04
2024-05-18 22:16:20 transreid.train INFO: Epoch[28] Iter[400/486] Loss: 1.123, Acc: 0.865, Base Lr: 3.49e-04
2024-05-18 22:16:22 transreid.train INFO: Epoch[28] Iter[410/486] Loss: 1.104, Acc: 0.868, Base Lr: 3.49e-04
2024-05-18 22:16:25 transreid.train INFO: Epoch[28] Iter[420/486] Loss: 1.085, Acc: 0.870, Base Lr: 3.49e-04
2024-05-18 22:16:27 transreid.train INFO: Epoch[28] Iter[430/486] Loss: 1.067, Acc: 0.873, Base Lr: 3.49e-04
2024-05-18 22:16:30 transreid.train INFO: Epoch[28] Iter[440/486] Loss: 1.049, Acc: 0.876, Base Lr: 3.49e-04
2024-05-18 22:16:32 transreid.train INFO: Epoch[28] Iter[450/486] Loss: 1.032, Acc: 0.878, Base Lr: 3.49e-04
2024-05-18 22:16:35 transreid.train INFO: Epoch[28] Iter[460/486] Loss: 1.015, Acc: 0.881, Base Lr: 3.49e-04
2024-05-18 22:16:37 transreid.train INFO: Epoch[28] Iter[470/486] Loss: 0.997, Acc: 0.883, Base Lr: 3.49e-04
2024-05-18 22:16:38 transreid.train INFO: Epoch 28 done. Time per epoch: 120.219[s] Speed: 251.8[samples/s]
2024-05-18 22:16:43 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 1.574, Acc: 0.781, Base Lr: 3.45e-04
2024-05-18 22:16:45 transreid.train INFO: Epoch[29] Iter[20/486] Loss: 1.574, Acc: 0.767, Base Lr: 3.45e-04
2024-05-18 22:16:48 transreid.train INFO: Epoch[29] Iter[30/486] Loss: 1.652, Acc: 0.753, Base Lr: 3.45e-04
2024-05-18 22:16:50 transreid.train INFO: Epoch[29] Iter[40/486] Loss: 1.647, Acc: 0.752, Base Lr: 3.45e-04
2024-05-18 22:16:53 transreid.train INFO: Epoch[29] Iter[50/486] Loss: 1.629, Acc: 0.752, Base Lr: 3.45e-04
2024-05-18 22:16:55 transreid.train INFO: Epoch[29] Iter[60/486] Loss: 1.590, Acc: 0.761, Base Lr: 3.45e-04
2024-05-18 22:16:58 transreid.train INFO: Epoch[29] Iter[70/486] Loss: 1.573, Acc: 0.767, Base Lr: 3.45e-04
2024-05-18 22:17:00 transreid.train INFO: Epoch[29] Iter[80/486] Loss: 1.563, Acc: 0.771, Base Lr: 3.45e-04
2024-05-18 22:17:03 transreid.train INFO: Epoch[29] Iter[90/486] Loss: 1.565, Acc: 0.769, Base Lr: 3.45e-04
2024-05-18 22:17:05 transreid.train INFO: Epoch[29] Iter[100/486] Loss: 1.542, Acc: 0.774, Base Lr: 3.45e-04
2024-05-18 22:17:08 transreid.train INFO: Epoch[29] Iter[110/486] Loss: 1.529, Acc: 0.780, Base Lr: 3.45e-04
2024-05-18 22:17:10 transreid.train INFO: Epoch[29] Iter[120/486] Loss: 1.503, Acc: 0.787, Base Lr: 3.45e-04
2024-05-18 22:17:13 transreid.train INFO: Epoch[29] Iter[130/486] Loss: 1.495, Acc: 0.790, Base Lr: 3.45e-04
2024-05-18 22:17:15 transreid.train INFO: Epoch[29] Iter[140/486] Loss: 1.473, Acc: 0.796, Base Lr: 3.45e-04
2024-05-18 22:17:18 transreid.train INFO: Epoch[29] Iter[150/486] Loss: 1.456, Acc: 0.800, Base Lr: 3.45e-04
2024-05-18 22:17:20 transreid.train INFO: Epoch[29] Iter[160/486] Loss: 1.436, Acc: 0.805, Base Lr: 3.45e-04
2024-05-18 22:17:23 transreid.train INFO: Epoch[29] Iter[170/486] Loss: 1.430, Acc: 0.806, Base Lr: 3.45e-04
2024-05-18 22:17:25 transreid.train INFO: Epoch[29] Iter[180/486] Loss: 1.414, Acc: 0.810, Base Lr: 3.45e-04
2024-05-18 22:17:28 transreid.train INFO: Epoch[29] Iter[190/486] Loss: 1.393, Acc: 0.814, Base Lr: 3.45e-04
2024-05-18 22:17:30 transreid.train INFO: Epoch[29] Iter[200/486] Loss: 1.378, Acc: 0.817, Base Lr: 3.45e-04
2024-05-18 22:17:33 transreid.train INFO: Epoch[29] Iter[210/486] Loss: 1.357, Acc: 0.822, Base Lr: 3.45e-04
2024-05-18 22:17:35 transreid.train INFO: Epoch[29] Iter[220/486] Loss: 1.342, Acc: 0.824, Base Lr: 3.45e-04
2024-05-18 22:17:38 transreid.train INFO: Epoch[29] Iter[230/486] Loss: 1.323, Acc: 0.829, Base Lr: 3.45e-04
2024-05-18 22:17:40 transreid.train INFO: Epoch[29] Iter[240/486] Loss: 1.307, Acc: 0.832, Base Lr: 3.45e-04
2024-05-18 22:17:42 transreid.train INFO: Epoch[29] Iter[250/486] Loss: 1.291, Acc: 0.836, Base Lr: 3.45e-04
2024-05-18 22:17:45 transreid.train INFO: Epoch[29] Iter[260/486] Loss: 1.271, Acc: 0.840, Base Lr: 3.45e-04
2024-05-18 22:17:47 transreid.train INFO: Epoch[29] Iter[270/486] Loss: 1.252, Acc: 0.844, Base Lr: 3.45e-04
2024-05-18 22:17:50 transreid.train INFO: Epoch[29] Iter[280/486] Loss: 1.236, Acc: 0.846, Base Lr: 3.45e-04
2024-05-18 22:17:52 transreid.train INFO: Epoch[29] Iter[290/486] Loss: 1.216, Acc: 0.850, Base Lr: 3.45e-04
2024-05-18 22:17:55 transreid.train INFO: Epoch[29] Iter[300/486] Loss: 1.199, Acc: 0.853, Base Lr: 3.45e-04
2024-05-18 22:17:57 transreid.train INFO: Epoch[29] Iter[310/486] Loss: 1.181, Acc: 0.857, Base Lr: 3.45e-04
2024-05-18 22:18:00 transreid.train INFO: Epoch[29] Iter[320/486] Loss: 1.164, Acc: 0.860, Base Lr: 3.45e-04
2024-05-18 22:18:02 transreid.train INFO: Epoch[29] Iter[330/486] Loss: 1.146, Acc: 0.863, Base Lr: 3.45e-04
2024-05-18 22:18:05 transreid.train INFO: Epoch[29] Iter[340/486] Loss: 1.129, Acc: 0.867, Base Lr: 3.45e-04
2024-05-18 22:18:07 transreid.train INFO: Epoch[29] Iter[350/486] Loss: 1.112, Acc: 0.869, Base Lr: 3.45e-04
2024-05-18 22:18:10 transreid.train INFO: Epoch[29] Iter[360/486] Loss: 1.095, Acc: 0.872, Base Lr: 3.45e-04
2024-05-18 22:18:12 transreid.train INFO: Epoch[29] Iter[370/486] Loss: 1.081, Acc: 0.875, Base Lr: 3.45e-04
2024-05-18 22:18:15 transreid.train INFO: Epoch[29] Iter[380/486] Loss: 1.065, Acc: 0.877, Base Lr: 3.45e-04
2024-05-18 22:18:17 transreid.train INFO: Epoch[29] Iter[390/486] Loss: 1.048, Acc: 0.880, Base Lr: 3.45e-04
2024-05-18 22:18:20 transreid.train INFO: Epoch[29] Iter[400/486] Loss: 1.032, Acc: 0.883, Base Lr: 3.45e-04
2024-05-18 22:18:22 transreid.train INFO: Epoch[29] Iter[410/486] Loss: 1.013, Acc: 0.885, Base Lr: 3.45e-04
2024-05-18 22:18:25 transreid.train INFO: Epoch[29] Iter[420/486] Loss: 0.996, Acc: 0.888, Base Lr: 3.45e-04
2024-05-18 22:18:27 transreid.train INFO: Epoch[29] Iter[430/486] Loss: 0.978, Acc: 0.890, Base Lr: 3.45e-04
2024-05-18 22:18:30 transreid.train INFO: Epoch[29] Iter[440/486] Loss: 0.960, Acc: 0.893, Base Lr: 3.45e-04
2024-05-18 22:18:32 transreid.train INFO: Epoch[29] Iter[450/486] Loss: 0.942, Acc: 0.895, Base Lr: 3.45e-04
2024-05-18 22:18:35 transreid.train INFO: Epoch[29] Iter[460/486] Loss: 0.927, Acc: 0.897, Base Lr: 3.45e-04
2024-05-18 22:18:37 transreid.train INFO: Epoch[29] Iter[470/486] Loss: 0.911, Acc: 0.899, Base Lr: 3.45e-04
2024-05-18 22:18:38 transreid.train INFO: Epoch 29 done. Time per epoch: 119.921[s] Speed: 252.4[samples/s]
2024-05-18 22:18:43 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 1.550, Acc: 0.744, Base Lr: 3.42e-04
2024-05-18 22:18:45 transreid.train INFO: Epoch[30] Iter[20/486] Loss: 1.514, Acc: 0.759, Base Lr: 3.42e-04
2024-05-18 22:18:48 transreid.train INFO: Epoch[30] Iter[30/486] Loss: 1.537, Acc: 0.758, Base Lr: 3.42e-04
2024-05-18 22:18:50 transreid.train INFO: Epoch[30] Iter[40/486] Loss: 1.535, Acc: 0.762, Base Lr: 3.42e-04
2024-05-18 22:18:53 transreid.train INFO: Epoch[30] Iter[50/486] Loss: 1.499, Acc: 0.773, Base Lr: 3.42e-04
2024-05-18 22:18:55 transreid.train INFO: Epoch[30] Iter[60/486] Loss: 1.461, Acc: 0.785, Base Lr: 3.42e-04
2024-05-18 22:18:58 transreid.train INFO: Epoch[30] Iter[70/486] Loss: 1.462, Acc: 0.786, Base Lr: 3.42e-04
2024-05-18 22:19:00 transreid.train INFO: Epoch[30] Iter[80/486] Loss: 1.429, Acc: 0.791, Base Lr: 3.42e-04
2024-05-18 22:19:02 transreid.train INFO: Epoch[30] Iter[90/486] Loss: 1.402, Acc: 0.796, Base Lr: 3.42e-04
2024-05-18 22:19:05 transreid.train INFO: Epoch[30] Iter[100/486] Loss: 1.395, Acc: 0.798, Base Lr: 3.42e-04
2024-05-18 22:19:07 transreid.train INFO: Epoch[30] Iter[110/486] Loss: 1.374, Acc: 0.803, Base Lr: 3.42e-04
2024-05-18 22:19:10 transreid.train INFO: Epoch[30] Iter[120/486] Loss: 1.360, Acc: 0.807, Base Lr: 3.42e-04
2024-05-18 22:19:12 transreid.train INFO: Epoch[30] Iter[130/486] Loss: 1.352, Acc: 0.808, Base Lr: 3.42e-04
2024-05-18 22:19:15 transreid.train INFO: Epoch[30] Iter[140/486] Loss: 1.334, Acc: 0.813, Base Lr: 3.42e-04
2024-05-18 22:19:17 transreid.train INFO: Epoch[30] Iter[150/486] Loss: 1.321, Acc: 0.817, Base Lr: 3.42e-04
2024-05-18 22:19:20 transreid.train INFO: Epoch[30] Iter[160/486] Loss: 1.306, Acc: 0.822, Base Lr: 3.42e-04
2024-05-18 22:19:22 transreid.train INFO: Epoch[30] Iter[170/486] Loss: 1.293, Acc: 0.824, Base Lr: 3.42e-04
2024-05-18 22:19:25 transreid.train INFO: Epoch[30] Iter[180/486] Loss: 1.276, Acc: 0.829, Base Lr: 3.42e-04
2024-05-18 22:19:27 transreid.train INFO: Epoch[30] Iter[190/486] Loss: 1.268, Acc: 0.831, Base Lr: 3.42e-04
2024-05-18 22:19:30 transreid.train INFO: Epoch[30] Iter[200/486] Loss: 1.250, Acc: 0.834, Base Lr: 3.42e-04
2024-05-18 22:19:32 transreid.train INFO: Epoch[30] Iter[210/486] Loss: 1.242, Acc: 0.835, Base Lr: 3.42e-04
2024-05-18 22:19:34 transreid.train INFO: Epoch[30] Iter[220/486] Loss: 1.226, Acc: 0.840, Base Lr: 3.42e-04
2024-05-18 22:19:37 transreid.train INFO: Epoch[30] Iter[230/486] Loss: 1.211, Acc: 0.843, Base Lr: 3.42e-04
2024-05-18 22:19:39 transreid.train INFO: Epoch[30] Iter[240/486] Loss: 1.193, Acc: 0.847, Base Lr: 3.42e-04
2024-05-18 22:19:42 transreid.train INFO: Epoch[30] Iter[250/486] Loss: 1.181, Acc: 0.850, Base Lr: 3.42e-04
2024-05-18 22:19:44 transreid.train INFO: Epoch[30] Iter[260/486] Loss: 1.163, Acc: 0.854, Base Lr: 3.42e-04
2024-05-18 22:19:47 transreid.train INFO: Epoch[30] Iter[270/486] Loss: 1.145, Acc: 0.858, Base Lr: 3.42e-04
2024-05-18 22:19:49 transreid.train INFO: Epoch[30] Iter[280/486] Loss: 1.131, Acc: 0.861, Base Lr: 3.42e-04
2024-05-18 22:19:52 transreid.train INFO: Epoch[30] Iter[290/486] Loss: 1.112, Acc: 0.864, Base Lr: 3.42e-04
2024-05-18 22:19:54 transreid.train INFO: Epoch[30] Iter[300/486] Loss: 1.098, Acc: 0.867, Base Lr: 3.42e-04
2024-05-18 22:19:57 transreid.train INFO: Epoch[30] Iter[310/486] Loss: 1.079, Acc: 0.871, Base Lr: 3.42e-04
2024-05-18 22:19:59 transreid.train INFO: Epoch[30] Iter[320/486] Loss: 1.062, Acc: 0.874, Base Lr: 3.42e-04
2024-05-18 22:20:02 transreid.train INFO: Epoch[30] Iter[330/486] Loss: 1.044, Acc: 0.877, Base Lr: 3.42e-04
2024-05-18 22:20:04 transreid.train INFO: Epoch[30] Iter[340/486] Loss: 1.028, Acc: 0.879, Base Lr: 3.42e-04
2024-05-18 22:20:06 transreid.train INFO: Epoch[30] Iter[350/486] Loss: 1.013, Acc: 0.882, Base Lr: 3.42e-04
2024-05-18 22:20:09 transreid.train INFO: Epoch[30] Iter[360/486] Loss: 0.997, Acc: 0.884, Base Lr: 3.42e-04
2024-05-18 22:20:11 transreid.train INFO: Epoch[30] Iter[370/486] Loss: 0.981, Acc: 0.887, Base Lr: 3.42e-04
2024-05-18 22:20:14 transreid.train INFO: Epoch[30] Iter[380/486] Loss: 0.965, Acc: 0.889, Base Lr: 3.42e-04
2024-05-18 22:20:16 transreid.train INFO: Epoch[30] Iter[390/486] Loss: 0.948, Acc: 0.892, Base Lr: 3.42e-04
2024-05-18 22:20:19 transreid.train INFO: Epoch[30] Iter[400/486] Loss: 0.933, Acc: 0.894, Base Lr: 3.42e-04
2024-05-18 22:20:21 transreid.train INFO: Epoch[30] Iter[410/486] Loss: 0.916, Acc: 0.897, Base Lr: 3.42e-04
2024-05-18 22:20:24 transreid.train INFO: Epoch[30] Iter[420/486] Loss: 0.900, Acc: 0.899, Base Lr: 3.42e-04
2024-05-18 22:20:26 transreid.train INFO: Epoch[30] Iter[430/486] Loss: 0.884, Acc: 0.901, Base Lr: 3.42e-04
2024-05-18 22:20:29 transreid.train INFO: Epoch[30] Iter[440/486] Loss: 0.869, Acc: 0.903, Base Lr: 3.42e-04
2024-05-18 22:20:31 transreid.train INFO: Epoch[30] Iter[450/486] Loss: 0.854, Acc: 0.905, Base Lr: 3.42e-04
2024-05-18 22:20:34 transreid.train INFO: Epoch[30] Iter[460/486] Loss: 0.839, Acc: 0.907, Base Lr: 3.42e-04
2024-05-18 22:20:36 transreid.train INFO: Epoch[30] Iter[470/486] Loss: 0.827, Acc: 0.909, Base Lr: 3.42e-04
2024-05-18 22:20:37 transreid.train INFO: Epoch 30 done. Time per epoch: 119.301[s] Speed: 254.3[samples/s]
2024-05-18 22:20:42 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 1.512, Acc: 0.766, Base Lr: 3.38e-04
2024-05-18 22:20:44 transreid.train INFO: Epoch[31] Iter[20/486] Loss: 1.351, Acc: 0.811, Base Lr: 3.38e-04
2024-05-18 22:20:47 transreid.train INFO: Epoch[31] Iter[30/486] Loss: 1.347, Acc: 0.813, Base Lr: 3.38e-04
2024-05-18 22:20:49 transreid.train INFO: Epoch[31] Iter[40/486] Loss: 1.372, Acc: 0.809, Base Lr: 3.38e-04
2024-05-18 22:20:52 transreid.train INFO: Epoch[31] Iter[50/486] Loss: 1.322, Acc: 0.819, Base Lr: 3.38e-04
2024-05-18 22:20:54 transreid.train INFO: Epoch[31] Iter[60/486] Loss: 1.298, Acc: 0.824, Base Lr: 3.38e-04
2024-05-18 22:20:57 transreid.train INFO: Epoch[31] Iter[70/486] Loss: 1.275, Acc: 0.830, Base Lr: 3.38e-04
2024-05-18 22:20:59 transreid.train INFO: Epoch[31] Iter[80/486] Loss: 1.282, Acc: 0.829, Base Lr: 3.38e-04
2024-05-18 22:21:02 transreid.train INFO: Epoch[31] Iter[90/486] Loss: 1.268, Acc: 0.830, Base Lr: 3.38e-04
2024-05-18 22:21:04 transreid.train INFO: Epoch[31] Iter[100/486] Loss: 1.254, Acc: 0.834, Base Lr: 3.38e-04
2024-05-18 22:21:07 transreid.train INFO: Epoch[31] Iter[110/486] Loss: 1.251, Acc: 0.834, Base Lr: 3.38e-04
2024-05-18 22:21:09 transreid.train INFO: Epoch[31] Iter[120/486] Loss: 1.237, Acc: 0.836, Base Lr: 3.38e-04
2024-05-18 22:21:12 transreid.train INFO: Epoch[31] Iter[130/486] Loss: 1.210, Acc: 0.840, Base Lr: 3.38e-04
2024-05-18 22:21:14 transreid.train INFO: Epoch[31] Iter[140/486] Loss: 1.206, Acc: 0.842, Base Lr: 3.38e-04
2024-05-18 22:21:17 transreid.train INFO: Epoch[31] Iter[150/486] Loss: 1.195, Acc: 0.844, Base Lr: 3.38e-04
2024-05-18 22:21:19 transreid.train INFO: Epoch[31] Iter[160/486] Loss: 1.191, Acc: 0.845, Base Lr: 3.38e-04
2024-05-18 22:21:22 transreid.train INFO: Epoch[31] Iter[170/486] Loss: 1.171, Acc: 0.850, Base Lr: 3.38e-04
2024-05-18 22:21:24 transreid.train INFO: Epoch[31] Iter[180/486] Loss: 1.152, Acc: 0.853, Base Lr: 3.38e-04
2024-05-18 22:21:26 transreid.train INFO: Epoch[31] Iter[190/486] Loss: 1.139, Acc: 0.856, Base Lr: 3.38e-04
2024-05-18 22:21:29 transreid.train INFO: Epoch[31] Iter[200/486] Loss: 1.122, Acc: 0.860, Base Lr: 3.38e-04
2024-05-18 22:21:31 transreid.train INFO: Epoch[31] Iter[210/486] Loss: 1.109, Acc: 0.863, Base Lr: 3.38e-04
2024-05-18 22:21:34 transreid.train INFO: Epoch[31] Iter[220/486] Loss: 1.096, Acc: 0.865, Base Lr: 3.38e-04
2024-05-18 22:21:36 transreid.train INFO: Epoch[31] Iter[230/486] Loss: 1.079, Acc: 0.869, Base Lr: 3.38e-04
2024-05-18 22:21:39 transreid.train INFO: Epoch[31] Iter[240/486] Loss: 1.065, Acc: 0.872, Base Lr: 3.38e-04
2024-05-18 22:21:41 transreid.train INFO: Epoch[31] Iter[250/486] Loss: 1.054, Acc: 0.873, Base Lr: 3.38e-04
2024-05-18 22:21:44 transreid.train INFO: Epoch[31] Iter[260/486] Loss: 1.041, Acc: 0.876, Base Lr: 3.38e-04
2024-05-18 22:21:46 transreid.train INFO: Epoch[31] Iter[270/486] Loss: 1.023, Acc: 0.879, Base Lr: 3.38e-04
2024-05-18 22:21:49 transreid.train INFO: Epoch[31] Iter[280/486] Loss: 1.007, Acc: 0.882, Base Lr: 3.38e-04
2024-05-18 22:21:51 transreid.train INFO: Epoch[31] Iter[290/486] Loss: 0.994, Acc: 0.885, Base Lr: 3.38e-04
2024-05-18 22:21:54 transreid.train INFO: Epoch[31] Iter[300/486] Loss: 0.977, Acc: 0.888, Base Lr: 3.38e-04
2024-05-18 22:21:56 transreid.train INFO: Epoch[31] Iter[310/486] Loss: 0.961, Acc: 0.890, Base Lr: 3.38e-04
2024-05-18 22:21:59 transreid.train INFO: Epoch[31] Iter[320/486] Loss: 0.946, Acc: 0.893, Base Lr: 3.38e-04
2024-05-18 22:22:01 transreid.train INFO: Epoch[31] Iter[330/486] Loss: 0.935, Acc: 0.894, Base Lr: 3.38e-04
2024-05-18 22:22:04 transreid.train INFO: Epoch[31] Iter[340/486] Loss: 0.919, Acc: 0.897, Base Lr: 3.38e-04
2024-05-18 22:22:06 transreid.train INFO: Epoch[31] Iter[350/486] Loss: 0.904, Acc: 0.900, Base Lr: 3.38e-04
2024-05-18 22:22:09 transreid.train INFO: Epoch[31] Iter[360/486] Loss: 0.890, Acc: 0.902, Base Lr: 3.38e-04
2024-05-18 22:22:11 transreid.train INFO: Epoch[31] Iter[370/486] Loss: 0.876, Acc: 0.904, Base Lr: 3.38e-04
2024-05-18 22:22:14 transreid.train INFO: Epoch[31] Iter[380/486] Loss: 0.863, Acc: 0.906, Base Lr: 3.38e-04
2024-05-18 22:22:16 transreid.train INFO: Epoch[31] Iter[390/486] Loss: 0.850, Acc: 0.908, Base Lr: 3.38e-04
2024-05-18 22:22:19 transreid.train INFO: Epoch[31] Iter[400/486] Loss: 0.835, Acc: 0.910, Base Lr: 3.38e-04
2024-05-18 22:22:21 transreid.train INFO: Epoch[31] Iter[410/486] Loss: 0.822, Acc: 0.912, Base Lr: 3.38e-04
2024-05-18 22:22:24 transreid.train INFO: Epoch[31] Iter[420/486] Loss: 0.808, Acc: 0.914, Base Lr: 3.38e-04
2024-05-18 22:22:26 transreid.train INFO: Epoch[31] Iter[430/486] Loss: 0.795, Acc: 0.916, Base Lr: 3.38e-04
2024-05-18 22:22:29 transreid.train INFO: Epoch[31] Iter[440/486] Loss: 0.781, Acc: 0.918, Base Lr: 3.38e-04
2024-05-18 22:22:31 transreid.train INFO: Epoch[31] Iter[450/486] Loss: 0.768, Acc: 0.919, Base Lr: 3.38e-04
2024-05-18 22:22:34 transreid.train INFO: Epoch[31] Iter[460/486] Loss: 0.755, Acc: 0.921, Base Lr: 3.38e-04
2024-05-18 22:22:36 transreid.train INFO: Epoch[31] Iter[470/486] Loss: 0.741, Acc: 0.922, Base Lr: 3.38e-04
2024-05-18 22:22:37 transreid.train INFO: Epoch 31 done. Time per epoch: 119.713[s] Speed: 252.9[samples/s]
2024-05-18 22:22:42 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 1.239, Acc: 0.805, Base Lr: 3.34e-04
2024-05-18 22:22:44 transreid.train INFO: Epoch[32] Iter[20/486] Loss: 1.381, Acc: 0.782, Base Lr: 3.34e-04
2024-05-18 22:22:47 transreid.train INFO: Epoch[32] Iter[30/486] Loss: 1.330, Acc: 0.799, Base Lr: 3.34e-04
2024-05-18 22:22:49 transreid.train INFO: Epoch[32] Iter[40/486] Loss: 1.302, Acc: 0.807, Base Lr: 3.34e-04
2024-05-18 22:22:52 transreid.train INFO: Epoch[32] Iter[50/486] Loss: 1.308, Acc: 0.807, Base Lr: 3.34e-04
2024-05-18 22:22:54 transreid.train INFO: Epoch[32] Iter[60/486] Loss: 1.260, Acc: 0.821, Base Lr: 3.34e-04
2024-05-18 22:22:57 transreid.train INFO: Epoch[32] Iter[70/486] Loss: 1.223, Acc: 0.831, Base Lr: 3.34e-04
2024-05-18 22:22:59 transreid.train INFO: Epoch[32] Iter[80/486] Loss: 1.226, Acc: 0.828, Base Lr: 3.34e-04
2024-05-18 22:23:01 transreid.train INFO: Epoch[32] Iter[90/486] Loss: 1.226, Acc: 0.830, Base Lr: 3.34e-04
2024-05-18 22:23:04 transreid.train INFO: Epoch[32] Iter[100/486] Loss: 1.230, Acc: 0.832, Base Lr: 3.34e-04
2024-05-18 22:23:06 transreid.train INFO: Epoch[32] Iter[110/486] Loss: 1.218, Acc: 0.832, Base Lr: 3.34e-04
2024-05-18 22:23:09 transreid.train INFO: Epoch[32] Iter[120/486] Loss: 1.196, Acc: 0.838, Base Lr: 3.34e-04
2024-05-18 22:23:11 transreid.train INFO: Epoch[32] Iter[130/486] Loss: 1.177, Acc: 0.843, Base Lr: 3.34e-04
2024-05-18 22:23:14 transreid.train INFO: Epoch[32] Iter[140/486] Loss: 1.161, Acc: 0.847, Base Lr: 3.34e-04
2024-05-18 22:23:16 transreid.train INFO: Epoch[32] Iter[150/486] Loss: 1.147, Acc: 0.850, Base Lr: 3.34e-04
2024-05-18 22:23:19 transreid.train INFO: Epoch[32] Iter[160/486] Loss: 1.140, Acc: 0.852, Base Lr: 3.34e-04
2024-05-18 22:23:21 transreid.train INFO: Epoch[32] Iter[170/486] Loss: 1.116, Acc: 0.856, Base Lr: 3.34e-04
2024-05-18 22:23:24 transreid.train INFO: Epoch[32] Iter[180/486] Loss: 1.098, Acc: 0.860, Base Lr: 3.34e-04
2024-05-18 22:23:26 transreid.train INFO: Epoch[32] Iter[190/486] Loss: 1.076, Acc: 0.864, Base Lr: 3.34e-04
2024-05-18 22:23:29 transreid.train INFO: Epoch[32] Iter[200/486] Loss: 1.057, Acc: 0.868, Base Lr: 3.34e-04
2024-05-18 22:23:31 transreid.train INFO: Epoch[32] Iter[210/486] Loss: 1.042, Acc: 0.872, Base Lr: 3.34e-04
2024-05-18 22:23:34 transreid.train INFO: Epoch[32] Iter[220/486] Loss: 1.020, Acc: 0.876, Base Lr: 3.34e-04
2024-05-18 22:23:36 transreid.train INFO: Epoch[32] Iter[230/486] Loss: 1.008, Acc: 0.879, Base Lr: 3.34e-04
2024-05-18 22:23:39 transreid.train INFO: Epoch[32] Iter[240/486] Loss: 0.992, Acc: 0.883, Base Lr: 3.34e-04
2024-05-18 22:23:41 transreid.train INFO: Epoch[32] Iter[250/486] Loss: 0.978, Acc: 0.886, Base Lr: 3.34e-04
2024-05-18 22:23:43 transreid.train INFO: Epoch[32] Iter[260/486] Loss: 0.959, Acc: 0.890, Base Lr: 3.34e-04
2024-05-18 22:23:46 transreid.train INFO: Epoch[32] Iter[270/486] Loss: 0.944, Acc: 0.893, Base Lr: 3.34e-04
2024-05-18 22:23:48 transreid.train INFO: Epoch[32] Iter[280/486] Loss: 0.930, Acc: 0.896, Base Lr: 3.34e-04
2024-05-18 22:23:51 transreid.train INFO: Epoch[32] Iter[290/486] Loss: 0.917, Acc: 0.898, Base Lr: 3.34e-04
2024-05-18 22:23:53 transreid.train INFO: Epoch[32] Iter[300/486] Loss: 0.904, Acc: 0.901, Base Lr: 3.34e-04
2024-05-18 22:23:56 transreid.train INFO: Epoch[32] Iter[310/486] Loss: 0.888, Acc: 0.903, Base Lr: 3.34e-04
2024-05-18 22:23:58 transreid.train INFO: Epoch[32] Iter[320/486] Loss: 0.873, Acc: 0.906, Base Lr: 3.34e-04
2024-05-18 22:24:01 transreid.train INFO: Epoch[32] Iter[330/486] Loss: 0.859, Acc: 0.908, Base Lr: 3.34e-04
2024-05-18 22:24:03 transreid.train INFO: Epoch[32] Iter[340/486] Loss: 0.845, Acc: 0.911, Base Lr: 3.34e-04
2024-05-18 22:24:06 transreid.train INFO: Epoch[32] Iter[350/486] Loss: 0.831, Acc: 0.913, Base Lr: 3.34e-04
2024-05-18 22:24:08 transreid.train INFO: Epoch[32] Iter[360/486] Loss: 0.818, Acc: 0.915, Base Lr: 3.34e-04
2024-05-18 22:24:11 transreid.train INFO: Epoch[32] Iter[370/486] Loss: 0.806, Acc: 0.917, Base Lr: 3.34e-04
2024-05-18 22:24:13 transreid.train INFO: Epoch[32] Iter[380/486] Loss: 0.793, Acc: 0.918, Base Lr: 3.34e-04
2024-05-18 22:24:16 transreid.train INFO: Epoch[32] Iter[390/486] Loss: 0.780, Acc: 0.920, Base Lr: 3.34e-04
2024-05-18 22:24:18 transreid.train INFO: Epoch[32] Iter[400/486] Loss: 0.766, Acc: 0.922, Base Lr: 3.34e-04
2024-05-18 22:24:21 transreid.train INFO: Epoch[32] Iter[410/486] Loss: 0.752, Acc: 0.924, Base Lr: 3.34e-04
2024-05-18 22:24:23 transreid.train INFO: Epoch[32] Iter[420/486] Loss: 0.738, Acc: 0.925, Base Lr: 3.34e-04
2024-05-18 22:24:25 transreid.train INFO: Epoch[32] Iter[430/486] Loss: 0.724, Acc: 0.927, Base Lr: 3.34e-04
2024-05-18 22:24:28 transreid.train INFO: Epoch[32] Iter[440/486] Loss: 0.710, Acc: 0.929, Base Lr: 3.34e-04
2024-05-18 22:24:30 transreid.train INFO: Epoch[32] Iter[450/486] Loss: 0.698, Acc: 0.930, Base Lr: 3.34e-04
2024-05-18 22:24:33 transreid.train INFO: Epoch[32] Iter[460/486] Loss: 0.685, Acc: 0.931, Base Lr: 3.34e-04
2024-05-18 22:24:35 transreid.train INFO: Epoch[32] Iter[470/486] Loss: 0.673, Acc: 0.933, Base Lr: 3.34e-04
2024-05-18 22:24:37 transreid.train INFO: Epoch 32 done. Time per epoch: 119.741[s] Speed: 253.9[samples/s]
2024-05-18 22:24:42 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 1.438, Acc: 0.789, Base Lr: 3.30e-04
2024-05-18 22:24:45 transreid.train INFO: Epoch[33] Iter[20/486] Loss: 1.278, Acc: 0.825, Base Lr: 3.30e-04
2024-05-18 22:24:47 transreid.train INFO: Epoch[33] Iter[30/486] Loss: 1.237, Acc: 0.836, Base Lr: 3.30e-04
2024-05-18 22:24:50 transreid.train INFO: Epoch[33] Iter[40/486] Loss: 1.181, Acc: 0.848, Base Lr: 3.30e-04
2024-05-18 22:24:52 transreid.train INFO: Epoch[33] Iter[50/486] Loss: 1.138, Acc: 0.854, Base Lr: 3.30e-04
2024-05-18 22:24:55 transreid.train INFO: Epoch[33] Iter[60/486] Loss: 1.138, Acc: 0.854, Base Lr: 3.30e-04
2024-05-18 22:24:57 transreid.train INFO: Epoch[33] Iter[70/486] Loss: 1.143, Acc: 0.855, Base Lr: 3.30e-04
2024-05-18 22:24:59 transreid.train INFO: Epoch[33] Iter[80/486] Loss: 1.122, Acc: 0.859, Base Lr: 3.30e-04
2024-05-18 22:25:02 transreid.train INFO: Epoch[33] Iter[90/486] Loss: 1.096, Acc: 0.863, Base Lr: 3.30e-04
2024-05-18 22:25:04 transreid.train INFO: Epoch[33] Iter[100/486] Loss: 1.100, Acc: 0.860, Base Lr: 3.30e-04
2024-05-18 22:25:07 transreid.train INFO: Epoch[33] Iter[110/486] Loss: 1.075, Acc: 0.865, Base Lr: 3.30e-04
2024-05-18 22:25:09 transreid.train INFO: Epoch[33] Iter[120/486] Loss: 1.052, Acc: 0.869, Base Lr: 3.30e-04
2024-05-18 22:25:12 transreid.train INFO: Epoch[33] Iter[130/486] Loss: 1.042, Acc: 0.871, Base Lr: 3.30e-04
2024-05-18 22:25:14 transreid.train INFO: Epoch[33] Iter[140/486] Loss: 1.040, Acc: 0.871, Base Lr: 3.30e-04
2024-05-18 22:25:17 transreid.train INFO: Epoch[33] Iter[150/486] Loss: 1.022, Acc: 0.876, Base Lr: 3.30e-04
2024-05-18 22:25:19 transreid.train INFO: Epoch[33] Iter[160/486] Loss: 1.006, Acc: 0.880, Base Lr: 3.30e-04
2024-05-18 22:25:22 transreid.train INFO: Epoch[33] Iter[170/486] Loss: 0.990, Acc: 0.884, Base Lr: 3.30e-04
2024-05-18 22:25:24 transreid.train INFO: Epoch[33] Iter[180/486] Loss: 0.972, Acc: 0.886, Base Lr: 3.30e-04
2024-05-18 22:25:27 transreid.train INFO: Epoch[33] Iter[190/486] Loss: 0.956, Acc: 0.890, Base Lr: 3.30e-04
2024-05-18 22:25:29 transreid.train INFO: Epoch[33] Iter[200/486] Loss: 0.937, Acc: 0.894, Base Lr: 3.30e-04
2024-05-18 22:25:32 transreid.train INFO: Epoch[33] Iter[210/486] Loss: 0.924, Acc: 0.896, Base Lr: 3.30e-04
2024-05-18 22:25:34 transreid.train INFO: Epoch[33] Iter[220/486] Loss: 0.909, Acc: 0.899, Base Lr: 3.30e-04
2024-05-18 22:25:37 transreid.train INFO: Epoch[33] Iter[230/486] Loss: 0.895, Acc: 0.902, Base Lr: 3.30e-04
2024-05-18 22:25:39 transreid.train INFO: Epoch[33] Iter[240/486] Loss: 0.886, Acc: 0.904, Base Lr: 3.30e-04
2024-05-18 22:25:42 transreid.train INFO: Epoch[33] Iter[250/486] Loss: 0.877, Acc: 0.906, Base Lr: 3.30e-04
2024-05-18 22:25:44 transreid.train INFO: Epoch[33] Iter[260/486] Loss: 0.867, Acc: 0.907, Base Lr: 3.30e-04
2024-05-18 22:25:47 transreid.train INFO: Epoch[33] Iter[270/486] Loss: 0.854, Acc: 0.909, Base Lr: 3.30e-04
2024-05-18 22:25:49 transreid.train INFO: Epoch[33] Iter[280/486] Loss: 0.840, Acc: 0.912, Base Lr: 3.30e-04
2024-05-18 22:25:52 transreid.train INFO: Epoch[33] Iter[290/486] Loss: 0.825, Acc: 0.914, Base Lr: 3.30e-04
2024-05-18 22:25:54 transreid.train INFO: Epoch[33] Iter[300/486] Loss: 0.811, Acc: 0.916, Base Lr: 3.30e-04
2024-05-18 22:25:56 transreid.train INFO: Epoch[33] Iter[310/486] Loss: 0.797, Acc: 0.918, Base Lr: 3.30e-04
2024-05-18 22:25:59 transreid.train INFO: Epoch[33] Iter[320/486] Loss: 0.784, Acc: 0.920, Base Lr: 3.30e-04
2024-05-18 22:26:01 transreid.train INFO: Epoch[33] Iter[330/486] Loss: 0.771, Acc: 0.922, Base Lr: 3.30e-04
2024-05-18 22:26:04 transreid.train INFO: Epoch[33] Iter[340/486] Loss: 0.761, Acc: 0.924, Base Lr: 3.30e-04
2024-05-18 22:26:06 transreid.train INFO: Epoch[33] Iter[350/486] Loss: 0.749, Acc: 0.925, Base Lr: 3.30e-04
2024-05-18 22:26:09 transreid.train INFO: Epoch[33] Iter[360/486] Loss: 0.737, Acc: 0.927, Base Lr: 3.30e-04
2024-05-18 22:26:11 transreid.train INFO: Epoch[33] Iter[370/486] Loss: 0.725, Acc: 0.929, Base Lr: 3.30e-04
2024-05-18 22:26:14 transreid.train INFO: Epoch[33] Iter[380/486] Loss: 0.713, Acc: 0.930, Base Lr: 3.30e-04
2024-05-18 22:26:16 transreid.train INFO: Epoch[33] Iter[390/486] Loss: 0.700, Acc: 0.932, Base Lr: 3.30e-04
2024-05-18 22:26:19 transreid.train INFO: Epoch[33] Iter[400/486] Loss: 0.688, Acc: 0.934, Base Lr: 3.30e-04
2024-05-18 22:26:21 transreid.train INFO: Epoch[33] Iter[410/486] Loss: 0.676, Acc: 0.935, Base Lr: 3.30e-04
2024-05-18 22:26:24 transreid.train INFO: Epoch[33] Iter[420/486] Loss: 0.665, Acc: 0.936, Base Lr: 3.30e-04
2024-05-18 22:26:26 transreid.train INFO: Epoch[33] Iter[430/486] Loss: 0.654, Acc: 0.938, Base Lr: 3.30e-04
2024-05-18 22:26:29 transreid.train INFO: Epoch[33] Iter[440/486] Loss: 0.644, Acc: 0.939, Base Lr: 3.30e-04
2024-05-18 22:26:31 transreid.train INFO: Epoch[33] Iter[450/486] Loss: 0.633, Acc: 0.940, Base Lr: 3.30e-04
2024-05-18 22:26:34 transreid.train INFO: Epoch[33] Iter[460/486] Loss: 0.622, Acc: 0.941, Base Lr: 3.30e-04
2024-05-18 22:26:36 transreid.train INFO: Epoch[33] Iter[470/486] Loss: 0.611, Acc: 0.942, Base Lr: 3.30e-04
2024-05-18 22:26:37 transreid.train INFO: Epoch 33 done. Time per epoch: 120.575[s] Speed: 251.6[samples/s]
2024-05-18 22:26:42 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 1.248, Acc: 0.836, Base Lr: 3.26e-04
2024-05-18 22:26:45 transreid.train INFO: Epoch[34] Iter[20/486] Loss: 1.267, Acc: 0.823, Base Lr: 3.26e-04
2024-05-18 22:26:47 transreid.train INFO: Epoch[34] Iter[30/486] Loss: 1.157, Acc: 0.851, Base Lr: 3.26e-04
2024-05-18 22:26:50 transreid.train INFO: Epoch[34] Iter[40/486] Loss: 1.139, Acc: 0.852, Base Lr: 3.26e-04
2024-05-18 22:26:52 transreid.train INFO: Epoch[34] Iter[50/486] Loss: 1.127, Acc: 0.851, Base Lr: 3.26e-04
2024-05-18 22:26:55 transreid.train INFO: Epoch[34] Iter[60/486] Loss: 1.119, Acc: 0.855, Base Lr: 3.26e-04
2024-05-18 22:26:57 transreid.train INFO: Epoch[34] Iter[70/486] Loss: 1.123, Acc: 0.854, Base Lr: 3.26e-04
2024-05-18 22:27:00 transreid.train INFO: Epoch[34] Iter[80/486] Loss: 1.100, Acc: 0.857, Base Lr: 3.26e-04
2024-05-18 22:27:02 transreid.train INFO: Epoch[34] Iter[90/486] Loss: 1.084, Acc: 0.863, Base Lr: 3.26e-04
2024-05-18 22:27:05 transreid.train INFO: Epoch[34] Iter[100/486] Loss: 1.093, Acc: 0.863, Base Lr: 3.26e-04
2024-05-18 22:27:07 transreid.train INFO: Epoch[34] Iter[110/486] Loss: 1.074, Acc: 0.866, Base Lr: 3.26e-04
2024-05-18 22:27:09 transreid.train INFO: Epoch[34] Iter[120/486] Loss: 1.055, Acc: 0.869, Base Lr: 3.26e-04
2024-05-18 22:27:12 transreid.train INFO: Epoch[34] Iter[130/486] Loss: 1.029, Acc: 0.875, Base Lr: 3.26e-04
2024-05-18 22:27:14 transreid.train INFO: Epoch[34] Iter[140/486] Loss: 1.019, Acc: 0.877, Base Lr: 3.26e-04
2024-05-18 22:27:17 transreid.train INFO: Epoch[34] Iter[150/486] Loss: 1.001, Acc: 0.880, Base Lr: 3.26e-04
2024-05-18 22:27:19 transreid.train INFO: Epoch[34] Iter[160/486] Loss: 0.983, Acc: 0.884, Base Lr: 3.26e-04
2024-05-18 22:27:22 transreid.train INFO: Epoch[34] Iter[170/486] Loss: 0.964, Acc: 0.888, Base Lr: 3.26e-04
2024-05-18 22:27:24 transreid.train INFO: Epoch[34] Iter[180/486] Loss: 0.956, Acc: 0.890, Base Lr: 3.26e-04
2024-05-18 22:27:27 transreid.train INFO: Epoch[34] Iter[190/486] Loss: 0.938, Acc: 0.894, Base Lr: 3.26e-04
2024-05-18 22:27:29 transreid.train INFO: Epoch[34] Iter[200/486] Loss: 0.918, Acc: 0.898, Base Lr: 3.26e-04
2024-05-18 22:27:32 transreid.train INFO: Epoch[34] Iter[210/486] Loss: 0.905, Acc: 0.900, Base Lr: 3.26e-04
2024-05-18 22:27:34 transreid.train INFO: Epoch[34] Iter[220/486] Loss: 0.897, Acc: 0.902, Base Lr: 3.26e-04
2024-05-18 22:27:37 transreid.train INFO: Epoch[34] Iter[230/486] Loss: 0.881, Acc: 0.905, Base Lr: 3.26e-04
2024-05-18 22:27:39 transreid.train INFO: Epoch[34] Iter[240/486] Loss: 0.868, Acc: 0.907, Base Lr: 3.26e-04
2024-05-18 22:27:42 transreid.train INFO: Epoch[34] Iter[250/486] Loss: 0.856, Acc: 0.909, Base Lr: 3.26e-04
2024-05-18 22:27:44 transreid.train INFO: Epoch[34] Iter[260/486] Loss: 0.841, Acc: 0.912, Base Lr: 3.26e-04
2024-05-18 22:27:47 transreid.train INFO: Epoch[34] Iter[270/486] Loss: 0.827, Acc: 0.915, Base Lr: 3.26e-04
2024-05-18 22:27:49 transreid.train INFO: Epoch[34] Iter[280/486] Loss: 0.814, Acc: 0.917, Base Lr: 3.26e-04
2024-05-18 22:27:52 transreid.train INFO: Epoch[34] Iter[290/486] Loss: 0.802, Acc: 0.919, Base Lr: 3.26e-04
2024-05-18 22:27:54 transreid.train INFO: Epoch[34] Iter[300/486] Loss: 0.789, Acc: 0.921, Base Lr: 3.26e-04
2024-05-18 22:27:57 transreid.train INFO: Epoch[34] Iter[310/486] Loss: 0.777, Acc: 0.923, Base Lr: 3.26e-04
2024-05-18 22:27:59 transreid.train INFO: Epoch[34] Iter[320/486] Loss: 0.764, Acc: 0.925, Base Lr: 3.26e-04
2024-05-18 22:28:01 transreid.train INFO: Epoch[34] Iter[330/486] Loss: 0.751, Acc: 0.927, Base Lr: 3.26e-04
2024-05-18 22:28:04 transreid.train INFO: Epoch[34] Iter[340/486] Loss: 0.736, Acc: 0.929, Base Lr: 3.26e-04
2024-05-18 22:28:06 transreid.train INFO: Epoch[34] Iter[350/486] Loss: 0.724, Acc: 0.930, Base Lr: 3.26e-04
2024-05-18 22:28:09 transreid.train INFO: Epoch[34] Iter[360/486] Loss: 0.711, Acc: 0.932, Base Lr: 3.26e-04
2024-05-18 22:28:11 transreid.train INFO: Epoch[34] Iter[370/486] Loss: 0.698, Acc: 0.934, Base Lr: 3.26e-04
2024-05-18 22:28:14 transreid.train INFO: Epoch[34] Iter[380/486] Loss: 0.687, Acc: 0.935, Base Lr: 3.26e-04
2024-05-18 22:28:16 transreid.train INFO: Epoch[34] Iter[390/486] Loss: 0.675, Acc: 0.937, Base Lr: 3.26e-04
2024-05-18 22:28:19 transreid.train INFO: Epoch[34] Iter[400/486] Loss: 0.663, Acc: 0.938, Base Lr: 3.26e-04
2024-05-18 22:28:21 transreid.train INFO: Epoch[34] Iter[410/486] Loss: 0.652, Acc: 0.940, Base Lr: 3.26e-04
2024-05-18 22:28:24 transreid.train INFO: Epoch[34] Iter[420/486] Loss: 0.641, Acc: 0.941, Base Lr: 3.26e-04
2024-05-18 22:28:26 transreid.train INFO: Epoch[34] Iter[430/486] Loss: 0.630, Acc: 0.942, Base Lr: 3.26e-04
2024-05-18 22:28:29 transreid.train INFO: Epoch[34] Iter[440/486] Loss: 0.619, Acc: 0.943, Base Lr: 3.26e-04
2024-05-18 22:28:31 transreid.train INFO: Epoch[34] Iter[450/486] Loss: 0.608, Acc: 0.944, Base Lr: 3.26e-04
2024-05-18 22:28:34 transreid.train INFO: Epoch[34] Iter[460/486] Loss: 0.597, Acc: 0.946, Base Lr: 3.26e-04
2024-05-18 22:28:36 transreid.train INFO: Epoch[34] Iter[470/486] Loss: 0.586, Acc: 0.947, Base Lr: 3.26e-04
2024-05-18 22:28:37 transreid.train INFO: Epoch 34 done. Time per epoch: 119.944[s] Speed: 252.4[samples/s]
2024-05-18 22:28:42 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 1.205, Acc: 0.834, Base Lr: 3.22e-04
2024-05-18 22:28:45 transreid.train INFO: Epoch[35] Iter[20/486] Loss: 1.070, Acc: 0.862, Base Lr: 3.22e-04
2024-05-18 22:28:47 transreid.train INFO: Epoch[35] Iter[30/486] Loss: 1.018, Acc: 0.870, Base Lr: 3.22e-04
2024-05-18 22:28:50 transreid.train INFO: Epoch[35] Iter[40/486] Loss: 1.004, Acc: 0.874, Base Lr: 3.22e-04
2024-05-18 22:28:52 transreid.train INFO: Epoch[35] Iter[50/486] Loss: 1.023, Acc: 0.872, Base Lr: 3.22e-04
2024-05-18 22:28:54 transreid.train INFO: Epoch[35] Iter[60/486] Loss: 0.993, Acc: 0.879, Base Lr: 3.22e-04
2024-05-18 22:28:57 transreid.train INFO: Epoch[35] Iter[70/486] Loss: 0.993, Acc: 0.877, Base Lr: 3.22e-04
2024-05-18 22:28:59 transreid.train INFO: Epoch[35] Iter[80/486] Loss: 0.963, Acc: 0.883, Base Lr: 3.22e-04
2024-05-18 22:29:02 transreid.train INFO: Epoch[35] Iter[90/486] Loss: 0.936, Acc: 0.889, Base Lr: 3.22e-04
2024-05-18 22:29:04 transreid.train INFO: Epoch[35] Iter[100/486] Loss: 0.915, Acc: 0.893, Base Lr: 3.22e-04
2024-05-18 22:29:07 transreid.train INFO: Epoch[35] Iter[110/486] Loss: 0.915, Acc: 0.894, Base Lr: 3.22e-04
2024-05-18 22:29:09 transreid.train INFO: Epoch[35] Iter[120/486] Loss: 0.900, Acc: 0.897, Base Lr: 3.22e-04
2024-05-18 22:29:12 transreid.train INFO: Epoch[35] Iter[130/486] Loss: 0.875, Acc: 0.902, Base Lr: 3.22e-04
2024-05-18 22:29:14 transreid.train INFO: Epoch[35] Iter[140/486] Loss: 0.871, Acc: 0.903, Base Lr: 3.22e-04
2024-05-18 22:29:17 transreid.train INFO: Epoch[35] Iter[150/486] Loss: 0.863, Acc: 0.905, Base Lr: 3.22e-04
2024-05-18 22:29:19 transreid.train INFO: Epoch[35] Iter[160/486] Loss: 0.853, Acc: 0.908, Base Lr: 3.22e-04
2024-05-18 22:29:22 transreid.train INFO: Epoch[35] Iter[170/486] Loss: 0.839, Acc: 0.911, Base Lr: 3.22e-04
2024-05-18 22:29:24 transreid.train INFO: Epoch[35] Iter[180/486] Loss: 0.830, Acc: 0.912, Base Lr: 3.22e-04
2024-05-18 22:29:27 transreid.train INFO: Epoch[35] Iter[190/486] Loss: 0.819, Acc: 0.914, Base Lr: 3.22e-04
2024-05-18 22:29:29 transreid.train INFO: Epoch[35] Iter[200/486] Loss: 0.803, Acc: 0.917, Base Lr: 3.22e-04
2024-05-18 22:29:32 transreid.train INFO: Epoch[35] Iter[210/486] Loss: 0.790, Acc: 0.919, Base Lr: 3.22e-04
2024-05-18 22:29:34 transreid.train INFO: Epoch[35] Iter[220/486] Loss: 0.780, Acc: 0.922, Base Lr: 3.22e-04
2024-05-18 22:29:37 transreid.train INFO: Epoch[35] Iter[230/486] Loss: 0.772, Acc: 0.923, Base Lr: 3.22e-04
2024-05-18 22:29:39 transreid.train INFO: Epoch[35] Iter[240/486] Loss: 0.759, Acc: 0.925, Base Lr: 3.22e-04
2024-05-18 22:29:41 transreid.train INFO: Epoch[35] Iter[250/486] Loss: 0.746, Acc: 0.927, Base Lr: 3.22e-04
2024-05-18 22:29:44 transreid.train INFO: Epoch[35] Iter[260/486] Loss: 0.736, Acc: 0.929, Base Lr: 3.22e-04
2024-05-18 22:29:46 transreid.train INFO: Epoch[35] Iter[270/486] Loss: 0.725, Acc: 0.931, Base Lr: 3.22e-04
2024-05-18 22:29:49 transreid.train INFO: Epoch[35] Iter[280/486] Loss: 0.713, Acc: 0.932, Base Lr: 3.22e-04
2024-05-18 22:29:51 transreid.train INFO: Epoch[35] Iter[290/486] Loss: 0.701, Acc: 0.934, Base Lr: 3.22e-04
2024-05-18 22:29:54 transreid.train INFO: Epoch[35] Iter[300/486] Loss: 0.690, Acc: 0.936, Base Lr: 3.22e-04
2024-05-18 22:29:56 transreid.train INFO: Epoch[35] Iter[310/486] Loss: 0.679, Acc: 0.937, Base Lr: 3.22e-04
2024-05-18 22:29:59 transreid.train INFO: Epoch[35] Iter[320/486] Loss: 0.665, Acc: 0.939, Base Lr: 3.22e-04
2024-05-18 22:30:01 transreid.train INFO: Epoch[35] Iter[330/486] Loss: 0.655, Acc: 0.941, Base Lr: 3.22e-04
2024-05-18 22:30:04 transreid.train INFO: Epoch[35] Iter[340/486] Loss: 0.645, Acc: 0.942, Base Lr: 3.22e-04
2024-05-18 22:30:06 transreid.train INFO: Epoch[35] Iter[350/486] Loss: 0.635, Acc: 0.944, Base Lr: 3.22e-04
2024-05-18 22:30:09 transreid.train INFO: Epoch[35] Iter[360/486] Loss: 0.625, Acc: 0.945, Base Lr: 3.22e-04
2024-05-18 22:30:11 transreid.train INFO: Epoch[35] Iter[370/486] Loss: 0.615, Acc: 0.946, Base Lr: 3.22e-04
2024-05-18 22:30:14 transreid.train INFO: Epoch[35] Iter[380/486] Loss: 0.605, Acc: 0.947, Base Lr: 3.22e-04
2024-05-18 22:30:16 transreid.train INFO: Epoch[35] Iter[390/486] Loss: 0.595, Acc: 0.948, Base Lr: 3.22e-04
2024-05-18 22:30:19 transreid.train INFO: Epoch[35] Iter[400/486] Loss: 0.585, Acc: 0.949, Base Lr: 3.22e-04
2024-05-18 22:30:21 transreid.train INFO: Epoch[35] Iter[410/486] Loss: 0.576, Acc: 0.950, Base Lr: 3.22e-04
2024-05-18 22:30:24 transreid.train INFO: Epoch[35] Iter[420/486] Loss: 0.566, Acc: 0.951, Base Lr: 3.22e-04
2024-05-18 22:30:26 transreid.train INFO: Epoch[35] Iter[430/486] Loss: 0.557, Acc: 0.952, Base Lr: 3.22e-04
2024-05-18 22:30:29 transreid.train INFO: Epoch[35] Iter[440/486] Loss: 0.549, Acc: 0.953, Base Lr: 3.22e-04
2024-05-18 22:30:31 transreid.train INFO: Epoch[35] Iter[450/486] Loss: 0.539, Acc: 0.954, Base Lr: 3.22e-04
2024-05-18 22:30:34 transreid.train INFO: Epoch[35] Iter[460/486] Loss: 0.531, Acc: 0.955, Base Lr: 3.22e-04
2024-05-18 22:30:36 transreid.train INFO: Epoch[35] Iter[470/486] Loss: 0.521, Acc: 0.956, Base Lr: 3.22e-04
2024-05-18 22:30:38 transreid.train INFO: Epoch 35 done. Time per epoch: 120.287[s] Speed: 252.7[samples/s]
2024-05-18 22:30:42 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 1.015, Acc: 0.867, Base Lr: 3.18e-04
2024-05-18 22:30:45 transreid.train INFO: Epoch[36] Iter[20/486] Loss: 0.972, Acc: 0.870, Base Lr: 3.18e-04
2024-05-18 22:30:47 transreid.train INFO: Epoch[36] Iter[30/486] Loss: 1.009, Acc: 0.866, Base Lr: 3.18e-04
2024-05-18 22:30:50 transreid.train INFO: Epoch[36] Iter[40/486] Loss: 0.978, Acc: 0.875, Base Lr: 3.18e-04
2024-05-18 22:30:52 transreid.train INFO: Epoch[36] Iter[50/486] Loss: 0.982, Acc: 0.877, Base Lr: 3.18e-04
2024-05-18 22:30:55 transreid.train INFO: Epoch[36] Iter[60/486] Loss: 0.979, Acc: 0.878, Base Lr: 3.18e-04
2024-05-18 22:30:57 transreid.train INFO: Epoch[36] Iter[70/486] Loss: 0.944, Acc: 0.885, Base Lr: 3.18e-04
2024-05-18 22:31:00 transreid.train INFO: Epoch[36] Iter[80/486] Loss: 0.919, Acc: 0.892, Base Lr: 3.18e-04
2024-05-18 22:31:02 transreid.train INFO: Epoch[36] Iter[90/486] Loss: 0.901, Acc: 0.895, Base Lr: 3.18e-04
2024-05-18 22:31:05 transreid.train INFO: Epoch[36] Iter[100/486] Loss: 0.892, Acc: 0.896, Base Lr: 3.18e-04
2024-05-18 22:31:07 transreid.train INFO: Epoch[36] Iter[110/486] Loss: 0.885, Acc: 0.898, Base Lr: 3.18e-04
2024-05-18 22:31:10 transreid.train INFO: Epoch[36] Iter[120/486] Loss: 0.863, Acc: 0.902, Base Lr: 3.18e-04
2024-05-18 22:31:12 transreid.train INFO: Epoch[36] Iter[130/486] Loss: 0.847, Acc: 0.905, Base Lr: 3.18e-04
2024-05-18 22:31:15 transreid.train INFO: Epoch[36] Iter[140/486] Loss: 0.841, Acc: 0.907, Base Lr: 3.18e-04
2024-05-18 22:31:17 transreid.train INFO: Epoch[36] Iter[150/486] Loss: 0.827, Acc: 0.910, Base Lr: 3.18e-04
2024-05-18 22:31:20 transreid.train INFO: Epoch[36] Iter[160/486] Loss: 0.812, Acc: 0.914, Base Lr: 3.18e-04
2024-05-18 22:31:22 transreid.train INFO: Epoch[36] Iter[170/486] Loss: 0.798, Acc: 0.917, Base Lr: 3.18e-04
2024-05-18 22:31:25 transreid.train INFO: Epoch[36] Iter[180/486] Loss: 0.782, Acc: 0.920, Base Lr: 3.18e-04
2024-05-18 22:31:27 transreid.train INFO: Epoch[36] Iter[190/486] Loss: 0.768, Acc: 0.922, Base Lr: 3.18e-04
2024-05-18 22:31:29 transreid.train INFO: Epoch[36] Iter[200/486] Loss: 0.750, Acc: 0.925, Base Lr: 3.18e-04
2024-05-18 22:31:32 transreid.train INFO: Epoch[36] Iter[210/486] Loss: 0.736, Acc: 0.928, Base Lr: 3.18e-04
2024-05-18 22:31:34 transreid.train INFO: Epoch[36] Iter[220/486] Loss: 0.728, Acc: 0.930, Base Lr: 3.18e-04
2024-05-18 22:31:37 transreid.train INFO: Epoch[36] Iter[230/486] Loss: 0.715, Acc: 0.932, Base Lr: 3.18e-04
2024-05-18 22:31:39 transreid.train INFO: Epoch[36] Iter[240/486] Loss: 0.702, Acc: 0.934, Base Lr: 3.18e-04
2024-05-18 22:31:42 transreid.train INFO: Epoch[36] Iter[250/486] Loss: 0.692, Acc: 0.936, Base Lr: 3.18e-04
2024-05-18 22:31:44 transreid.train INFO: Epoch[36] Iter[260/486] Loss: 0.679, Acc: 0.938, Base Lr: 3.18e-04
2024-05-18 22:31:47 transreid.train INFO: Epoch[36] Iter[270/486] Loss: 0.669, Acc: 0.940, Base Lr: 3.18e-04
2024-05-18 22:31:49 transreid.train INFO: Epoch[36] Iter[280/486] Loss: 0.658, Acc: 0.941, Base Lr: 3.18e-04
2024-05-18 22:31:52 transreid.train INFO: Epoch[36] Iter[290/486] Loss: 0.647, Acc: 0.943, Base Lr: 3.18e-04
2024-05-18 22:31:54 transreid.train INFO: Epoch[36] Iter[300/486] Loss: 0.639, Acc: 0.944, Base Lr: 3.18e-04
2024-05-18 22:31:57 transreid.train INFO: Epoch[36] Iter[310/486] Loss: 0.629, Acc: 0.945, Base Lr: 3.18e-04
2024-05-18 22:31:59 transreid.train INFO: Epoch[36] Iter[320/486] Loss: 0.619, Acc: 0.947, Base Lr: 3.18e-04
2024-05-18 22:32:02 transreid.train INFO: Epoch[36] Iter[330/486] Loss: 0.611, Acc: 0.948, Base Lr: 3.18e-04
2024-05-18 22:32:04 transreid.train INFO: Epoch[36] Iter[340/486] Loss: 0.602, Acc: 0.949, Base Lr: 3.18e-04
2024-05-18 22:32:07 transreid.train INFO: Epoch[36] Iter[350/486] Loss: 0.594, Acc: 0.950, Base Lr: 3.18e-04
2024-05-18 22:32:09 transreid.train INFO: Epoch[36] Iter[360/486] Loss: 0.584, Acc: 0.951, Base Lr: 3.18e-04
2024-05-18 22:32:12 transreid.train INFO: Epoch[36] Iter[370/486] Loss: 0.575, Acc: 0.952, Base Lr: 3.18e-04
2024-05-18 22:32:14 transreid.train INFO: Epoch[36] Iter[380/486] Loss: 0.566, Acc: 0.953, Base Lr: 3.18e-04
2024-05-18 22:32:17 transreid.train INFO: Epoch[36] Iter[390/486] Loss: 0.557, Acc: 0.954, Base Lr: 3.18e-04
2024-05-18 22:32:19 transreid.train INFO: Epoch[36] Iter[400/486] Loss: 0.548, Acc: 0.955, Base Lr: 3.18e-04
2024-05-18 22:32:21 transreid.train INFO: Epoch[36] Iter[410/486] Loss: 0.540, Acc: 0.956, Base Lr: 3.18e-04
2024-05-18 22:32:24 transreid.train INFO: Epoch[36] Iter[420/486] Loss: 0.531, Acc: 0.957, Base Lr: 3.18e-04
2024-05-18 22:32:26 transreid.train INFO: Epoch[36] Iter[430/486] Loss: 0.522, Acc: 0.958, Base Lr: 3.18e-04
2024-05-18 22:32:29 transreid.train INFO: Epoch[36] Iter[440/486] Loss: 0.512, Acc: 0.959, Base Lr: 3.18e-04
2024-05-18 22:32:31 transreid.train INFO: Epoch[36] Iter[450/486] Loss: 0.504, Acc: 0.959, Base Lr: 3.18e-04
2024-05-18 22:32:34 transreid.train INFO: Epoch[36] Iter[460/486] Loss: 0.496, Acc: 0.960, Base Lr: 3.18e-04
2024-05-18 22:32:36 transreid.train INFO: Epoch[36] Iter[470/486] Loss: 0.487, Acc: 0.961, Base Lr: 3.18e-04
2024-05-18 22:32:37 transreid.train INFO: Epoch 36 done. Time per epoch: 119.432[s] Speed: 252.9[samples/s]
2024-05-18 22:32:42 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.893, Acc: 0.883, Base Lr: 3.13e-04
2024-05-18 22:32:44 transreid.train INFO: Epoch[37] Iter[20/486] Loss: 0.872, Acc: 0.891, Base Lr: 3.13e-04
2024-05-18 22:32:47 transreid.train INFO: Epoch[37] Iter[30/486] Loss: 0.846, Acc: 0.899, Base Lr: 3.13e-04
2024-05-18 22:32:49 transreid.train INFO: Epoch[37] Iter[40/486] Loss: 0.870, Acc: 0.900, Base Lr: 3.13e-04
2024-05-18 22:32:52 transreid.train INFO: Epoch[37] Iter[50/486] Loss: 0.882, Acc: 0.897, Base Lr: 3.13e-04
2024-05-18 22:32:54 transreid.train INFO: Epoch[37] Iter[60/486] Loss: 0.848, Acc: 0.904, Base Lr: 3.13e-04
2024-05-18 22:32:57 transreid.train INFO: Epoch[37] Iter[70/486] Loss: 0.829, Acc: 0.904, Base Lr: 3.13e-04
2024-05-18 22:32:59 transreid.train INFO: Epoch[37] Iter[80/486] Loss: 0.819, Acc: 0.907, Base Lr: 3.13e-04
2024-05-18 22:33:02 transreid.train INFO: Epoch[37] Iter[90/486] Loss: 0.815, Acc: 0.907, Base Lr: 3.13e-04
2024-05-18 22:33:04 transreid.train INFO: Epoch[37] Iter[100/486] Loss: 0.807, Acc: 0.910, Base Lr: 3.13e-04
2024-05-18 22:33:07 transreid.train INFO: Epoch[37] Iter[110/486] Loss: 0.786, Acc: 0.914, Base Lr: 3.13e-04
2024-05-18 22:33:09 transreid.train INFO: Epoch[37] Iter[120/486] Loss: 0.788, Acc: 0.914, Base Lr: 3.13e-04
2024-05-18 22:33:12 transreid.train INFO: Epoch[37] Iter[130/486] Loss: 0.772, Acc: 0.917, Base Lr: 3.13e-04
2024-05-18 22:33:14 transreid.train INFO: Epoch[37] Iter[140/486] Loss: 0.770, Acc: 0.918, Base Lr: 3.13e-04
2024-05-18 22:33:17 transreid.train INFO: Epoch[37] Iter[150/486] Loss: 0.753, Acc: 0.922, Base Lr: 3.13e-04
2024-05-18 22:33:19 transreid.train INFO: Epoch[37] Iter[160/486] Loss: 0.735, Acc: 0.925, Base Lr: 3.13e-04
2024-05-18 22:33:21 transreid.train INFO: Epoch[37] Iter[170/486] Loss: 0.723, Acc: 0.928, Base Lr: 3.13e-04
2024-05-18 22:33:24 transreid.train INFO: Epoch[37] Iter[180/486] Loss: 0.708, Acc: 0.931, Base Lr: 3.13e-04
2024-05-18 22:33:26 transreid.train INFO: Epoch[37] Iter[190/486] Loss: 0.695, Acc: 0.933, Base Lr: 3.13e-04
2024-05-18 22:33:29 transreid.train INFO: Epoch[37] Iter[200/486] Loss: 0.684, Acc: 0.934, Base Lr: 3.13e-04
2024-05-18 22:33:31 transreid.train INFO: Epoch[37] Iter[210/486] Loss: 0.678, Acc: 0.936, Base Lr: 3.13e-04
2024-05-18 22:33:34 transreid.train INFO: Epoch[37] Iter[220/486] Loss: 0.668, Acc: 0.938, Base Lr: 3.13e-04
2024-05-18 22:33:36 transreid.train INFO: Epoch[37] Iter[230/486] Loss: 0.658, Acc: 0.939, Base Lr: 3.13e-04
2024-05-18 22:33:39 transreid.train INFO: Epoch[37] Iter[240/486] Loss: 0.648, Acc: 0.941, Base Lr: 3.13e-04
2024-05-18 22:33:41 transreid.train INFO: Epoch[37] Iter[250/486] Loss: 0.638, Acc: 0.942, Base Lr: 3.13e-04
2024-05-18 22:33:44 transreid.train INFO: Epoch[37] Iter[260/486] Loss: 0.627, Acc: 0.944, Base Lr: 3.13e-04
2024-05-18 22:33:46 transreid.train INFO: Epoch[37] Iter[270/486] Loss: 0.618, Acc: 0.945, Base Lr: 3.13e-04
2024-05-18 22:33:49 transreid.train INFO: Epoch[37] Iter[280/486] Loss: 0.608, Acc: 0.946, Base Lr: 3.13e-04
2024-05-18 22:33:51 transreid.train INFO: Epoch[37] Iter[290/486] Loss: 0.600, Acc: 0.948, Base Lr: 3.13e-04
2024-05-18 22:33:54 transreid.train INFO: Epoch[37] Iter[300/486] Loss: 0.590, Acc: 0.949, Base Lr: 3.13e-04
2024-05-18 22:33:56 transreid.train INFO: Epoch[37] Iter[310/486] Loss: 0.579, Acc: 0.950, Base Lr: 3.13e-04
2024-05-18 22:33:59 transreid.train INFO: Epoch[37] Iter[320/486] Loss: 0.570, Acc: 0.952, Base Lr: 3.13e-04
2024-05-18 22:34:01 transreid.train INFO: Epoch[37] Iter[330/486] Loss: 0.559, Acc: 0.953, Base Lr: 3.13e-04
2024-05-18 22:34:03 transreid.train INFO: Epoch[37] Iter[340/486] Loss: 0.549, Acc: 0.954, Base Lr: 3.13e-04
2024-05-18 22:34:06 transreid.train INFO: Epoch[37] Iter[350/486] Loss: 0.540, Acc: 0.956, Base Lr: 3.13e-04
2024-05-18 22:34:08 transreid.train INFO: Epoch[37] Iter[360/486] Loss: 0.531, Acc: 0.957, Base Lr: 3.13e-04
2024-05-18 22:34:11 transreid.train INFO: Epoch[37] Iter[370/486] Loss: 0.521, Acc: 0.958, Base Lr: 3.13e-04
2024-05-18 22:34:13 transreid.train INFO: Epoch[37] Iter[380/486] Loss: 0.513, Acc: 0.959, Base Lr: 3.13e-04
2024-05-18 22:34:16 transreid.train INFO: Epoch[37] Iter[390/486] Loss: 0.504, Acc: 0.959, Base Lr: 3.13e-04
2024-05-18 22:34:18 transreid.train INFO: Epoch[37] Iter[400/486] Loss: 0.495, Acc: 0.960, Base Lr: 3.13e-04
2024-05-18 22:34:21 transreid.train INFO: Epoch[37] Iter[410/486] Loss: 0.486, Acc: 0.961, Base Lr: 3.13e-04
2024-05-18 22:34:23 transreid.train INFO: Epoch[37] Iter[420/486] Loss: 0.478, Acc: 0.962, Base Lr: 3.13e-04
2024-05-18 22:34:26 transreid.train INFO: Epoch[37] Iter[430/486] Loss: 0.470, Acc: 0.963, Base Lr: 3.13e-04
2024-05-18 22:34:28 transreid.train INFO: Epoch[37] Iter[440/486] Loss: 0.461, Acc: 0.963, Base Lr: 3.13e-04
2024-05-18 22:34:31 transreid.train INFO: Epoch[37] Iter[450/486] Loss: 0.453, Acc: 0.964, Base Lr: 3.13e-04
2024-05-18 22:34:33 transreid.train INFO: Epoch[37] Iter[460/486] Loss: 0.445, Acc: 0.965, Base Lr: 3.13e-04
2024-05-18 22:34:36 transreid.train INFO: Epoch[37] Iter[470/486] Loss: 0.438, Acc: 0.965, Base Lr: 3.13e-04
2024-05-18 22:34:37 transreid.train INFO: Epoch 37 done. Time per epoch: 119.903[s] Speed: 253.0[samples/s]
2024-05-18 22:34:42 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.910, Acc: 0.884, Base Lr: 3.09e-04
2024-05-18 22:34:44 transreid.train INFO: Epoch[38] Iter[20/486] Loss: 0.977, Acc: 0.872, Base Lr: 3.09e-04
2024-05-18 22:34:47 transreid.train INFO: Epoch[38] Iter[30/486] Loss: 0.912, Acc: 0.885, Base Lr: 3.09e-04
2024-05-18 22:34:49 transreid.train INFO: Epoch[38] Iter[40/486] Loss: 0.904, Acc: 0.885, Base Lr: 3.09e-04
2024-05-18 22:34:52 transreid.train INFO: Epoch[38] Iter[50/486] Loss: 0.841, Acc: 0.900, Base Lr: 3.09e-04
2024-05-18 22:34:54 transreid.train INFO: Epoch[38] Iter[60/486] Loss: 0.843, Acc: 0.898, Base Lr: 3.09e-04
2024-05-18 22:34:57 transreid.train INFO: Epoch[38] Iter[70/486] Loss: 0.823, Acc: 0.903, Base Lr: 3.09e-04
2024-05-18 22:34:59 transreid.train INFO: Epoch[38] Iter[80/486] Loss: 0.797, Acc: 0.906, Base Lr: 3.09e-04
2024-05-18 22:35:02 transreid.train INFO: Epoch[38] Iter[90/486] Loss: 0.773, Acc: 0.912, Base Lr: 3.09e-04
2024-05-18 22:35:04 transreid.train INFO: Epoch[38] Iter[100/486] Loss: 0.761, Acc: 0.915, Base Lr: 3.09e-04
2024-05-18 22:35:07 transreid.train INFO: Epoch[38] Iter[110/486] Loss: 0.741, Acc: 0.918, Base Lr: 3.09e-04
2024-05-18 22:35:09 transreid.train INFO: Epoch[38] Iter[120/486] Loss: 0.735, Acc: 0.919, Base Lr: 3.09e-04
2024-05-18 22:35:12 transreid.train INFO: Epoch[38] Iter[130/486] Loss: 0.728, Acc: 0.922, Base Lr: 3.09e-04
2024-05-18 22:35:14 transreid.train INFO: Epoch[38] Iter[140/486] Loss: 0.713, Acc: 0.925, Base Lr: 3.09e-04
2024-05-18 22:35:17 transreid.train INFO: Epoch[38] Iter[150/486] Loss: 0.706, Acc: 0.927, Base Lr: 3.09e-04
2024-05-18 22:35:19 transreid.train INFO: Epoch[38] Iter[160/486] Loss: 0.693, Acc: 0.930, Base Lr: 3.09e-04
2024-05-18 22:35:22 transreid.train INFO: Epoch[38] Iter[170/486] Loss: 0.682, Acc: 0.933, Base Lr: 3.09e-04
2024-05-18 22:35:24 transreid.train INFO: Epoch[38] Iter[180/486] Loss: 0.673, Acc: 0.935, Base Lr: 3.09e-04
2024-05-18 22:35:27 transreid.train INFO: Epoch[38] Iter[190/486] Loss: 0.658, Acc: 0.937, Base Lr: 3.09e-04
2024-05-18 22:35:29 transreid.train INFO: Epoch[38] Iter[200/486] Loss: 0.649, Acc: 0.939, Base Lr: 3.09e-04
2024-05-18 22:35:32 transreid.train INFO: Epoch[38] Iter[210/486] Loss: 0.638, Acc: 0.941, Base Lr: 3.09e-04
2024-05-18 22:35:34 transreid.train INFO: Epoch[38] Iter[220/486] Loss: 0.626, Acc: 0.943, Base Lr: 3.09e-04
2024-05-18 22:35:36 transreid.train INFO: Epoch[38] Iter[230/486] Loss: 0.614, Acc: 0.945, Base Lr: 3.09e-04
2024-05-18 22:35:39 transreid.train INFO: Epoch[38] Iter[240/486] Loss: 0.605, Acc: 0.946, Base Lr: 3.09e-04
2024-05-18 22:35:41 transreid.train INFO: Epoch[38] Iter[250/486] Loss: 0.594, Acc: 0.948, Base Lr: 3.09e-04
2024-05-18 22:35:44 transreid.train INFO: Epoch[38] Iter[260/486] Loss: 0.582, Acc: 0.950, Base Lr: 3.09e-04
2024-05-18 22:35:46 transreid.train INFO: Epoch[38] Iter[270/486] Loss: 0.573, Acc: 0.951, Base Lr: 3.09e-04
2024-05-18 22:35:49 transreid.train INFO: Epoch[38] Iter[280/486] Loss: 0.565, Acc: 0.952, Base Lr: 3.09e-04
2024-05-18 22:35:51 transreid.train INFO: Epoch[38] Iter[290/486] Loss: 0.555, Acc: 0.954, Base Lr: 3.09e-04
2024-05-18 22:35:54 transreid.train INFO: Epoch[38] Iter[300/486] Loss: 0.547, Acc: 0.955, Base Lr: 3.09e-04
2024-05-18 22:35:56 transreid.train INFO: Epoch[38] Iter[310/486] Loss: 0.539, Acc: 0.956, Base Lr: 3.09e-04
2024-05-18 22:35:59 transreid.train INFO: Epoch[38] Iter[320/486] Loss: 0.531, Acc: 0.957, Base Lr: 3.09e-04
2024-05-18 22:36:01 transreid.train INFO: Epoch[38] Iter[330/486] Loss: 0.523, Acc: 0.958, Base Lr: 3.09e-04
2024-05-18 22:36:04 transreid.train INFO: Epoch[38] Iter[340/486] Loss: 0.514, Acc: 0.959, Base Lr: 3.09e-04
2024-05-18 22:36:06 transreid.train INFO: Epoch[38] Iter[350/486] Loss: 0.504, Acc: 0.960, Base Lr: 3.09e-04
2024-05-18 22:36:09 transreid.train INFO: Epoch[38] Iter[360/486] Loss: 0.497, Acc: 0.960, Base Lr: 3.09e-04
2024-05-18 22:36:11 transreid.train INFO: Epoch[38] Iter[370/486] Loss: 0.489, Acc: 0.961, Base Lr: 3.09e-04
2024-05-18 22:36:13 transreid.train INFO: Epoch[38] Iter[380/486] Loss: 0.481, Acc: 0.962, Base Lr: 3.09e-04
2024-05-18 22:36:16 transreid.train INFO: Epoch[38] Iter[390/486] Loss: 0.472, Acc: 0.963, Base Lr: 3.09e-04
2024-05-18 22:36:18 transreid.train INFO: Epoch[38] Iter[400/486] Loss: 0.464, Acc: 0.964, Base Lr: 3.09e-04
2024-05-18 22:36:21 transreid.train INFO: Epoch[38] Iter[410/486] Loss: 0.456, Acc: 0.965, Base Lr: 3.09e-04
2024-05-18 22:36:23 transreid.train INFO: Epoch[38] Iter[420/486] Loss: 0.448, Acc: 0.965, Base Lr: 3.09e-04
2024-05-18 22:36:26 transreid.train INFO: Epoch[38] Iter[430/486] Loss: 0.440, Acc: 0.966, Base Lr: 3.09e-04
2024-05-18 22:36:28 transreid.train INFO: Epoch[38] Iter[440/486] Loss: 0.432, Acc: 0.967, Base Lr: 3.09e-04
2024-05-18 22:36:31 transreid.train INFO: Epoch[38] Iter[450/486] Loss: 0.424, Acc: 0.968, Base Lr: 3.09e-04
2024-05-18 22:36:33 transreid.train INFO: Epoch[38] Iter[460/486] Loss: 0.417, Acc: 0.968, Base Lr: 3.09e-04
2024-05-18 22:36:36 transreid.train INFO: Epoch[38] Iter[470/486] Loss: 0.410, Acc: 0.969, Base Lr: 3.09e-04
2024-05-18 22:36:37 transreid.train INFO: Epoch 38 done. Time per epoch: 119.948[s] Speed: 252.9[samples/s]
2024-05-18 22:36:42 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.840, Acc: 0.880, Base Lr: 3.05e-04
2024-05-18 22:36:44 transreid.train INFO: Epoch[39] Iter[20/486] Loss: 0.874, Acc: 0.876, Base Lr: 3.05e-04
2024-05-18 22:36:47 transreid.train INFO: Epoch[39] Iter[30/486] Loss: 0.803, Acc: 0.893, Base Lr: 3.05e-04
2024-05-18 22:36:49 transreid.train INFO: Epoch[39] Iter[40/486] Loss: 0.786, Acc: 0.902, Base Lr: 3.05e-04
2024-05-18 22:36:51 transreid.train INFO: Epoch[39] Iter[50/486] Loss: 0.746, Acc: 0.910, Base Lr: 3.05e-04
2024-05-18 22:36:54 transreid.train INFO: Epoch[39] Iter[60/486] Loss: 0.724, Acc: 0.916, Base Lr: 3.05e-04
2024-05-18 22:36:56 transreid.train INFO: Epoch[39] Iter[70/486] Loss: 0.704, Acc: 0.922, Base Lr: 3.05e-04
2024-05-18 22:36:59 transreid.train INFO: Epoch[39] Iter[80/486] Loss: 0.697, Acc: 0.926, Base Lr: 3.05e-04
2024-05-18 22:37:01 transreid.train INFO: Epoch[39] Iter[90/486] Loss: 0.682, Acc: 0.931, Base Lr: 3.05e-04
2024-05-18 22:37:04 transreid.train INFO: Epoch[39] Iter[100/486] Loss: 0.667, Acc: 0.932, Base Lr: 3.05e-04
2024-05-18 22:37:06 transreid.train INFO: Epoch[39] Iter[110/486] Loss: 0.650, Acc: 0.935, Base Lr: 3.05e-04
2024-05-18 22:37:09 transreid.train INFO: Epoch[39] Iter[120/486] Loss: 0.642, Acc: 0.936, Base Lr: 3.05e-04
2024-05-18 22:37:11 transreid.train INFO: Epoch[39] Iter[130/486] Loss: 0.631, Acc: 0.938, Base Lr: 3.05e-04
2024-05-18 22:37:14 transreid.train INFO: Epoch[39] Iter[140/486] Loss: 0.624, Acc: 0.940, Base Lr: 3.05e-04
2024-05-18 22:37:16 transreid.train INFO: Epoch[39] Iter[150/486] Loss: 0.616, Acc: 0.942, Base Lr: 3.05e-04
2024-05-18 22:37:19 transreid.train INFO: Epoch[39] Iter[160/486] Loss: 0.608, Acc: 0.944, Base Lr: 3.05e-04
2024-05-18 22:37:21 transreid.train INFO: Epoch[39] Iter[170/486] Loss: 0.597, Acc: 0.946, Base Lr: 3.05e-04
2024-05-18 22:37:24 transreid.train INFO: Epoch[39] Iter[180/486] Loss: 0.588, Acc: 0.947, Base Lr: 3.05e-04
2024-05-18 22:37:26 transreid.train INFO: Epoch[39] Iter[190/486] Loss: 0.581, Acc: 0.949, Base Lr: 3.05e-04
2024-05-18 22:37:29 transreid.train INFO: Epoch[39] Iter[200/486] Loss: 0.573, Acc: 0.950, Base Lr: 3.05e-04
2024-05-18 22:37:31 transreid.train INFO: Epoch[39] Iter[210/486] Loss: 0.565, Acc: 0.951, Base Lr: 3.05e-04
2024-05-18 22:37:34 transreid.train INFO: Epoch[39] Iter[220/486] Loss: 0.554, Acc: 0.953, Base Lr: 3.05e-04
2024-05-18 22:37:36 transreid.train INFO: Epoch[39] Iter[230/486] Loss: 0.545, Acc: 0.954, Base Lr: 3.05e-04
2024-05-18 22:37:39 transreid.train INFO: Epoch[39] Iter[240/486] Loss: 0.537, Acc: 0.956, Base Lr: 3.05e-04
2024-05-18 22:37:41 transreid.train INFO: Epoch[39] Iter[250/486] Loss: 0.531, Acc: 0.957, Base Lr: 3.05e-04
2024-05-18 22:37:44 transreid.train INFO: Epoch[39] Iter[260/486] Loss: 0.523, Acc: 0.958, Base Lr: 3.05e-04
2024-05-18 22:37:46 transreid.train INFO: Epoch[39] Iter[270/486] Loss: 0.517, Acc: 0.959, Base Lr: 3.05e-04
2024-05-18 22:37:49 transreid.train INFO: Epoch[39] Iter[280/486] Loss: 0.511, Acc: 0.959, Base Lr: 3.05e-04
2024-05-18 22:37:51 transreid.train INFO: Epoch[39] Iter[290/486] Loss: 0.501, Acc: 0.961, Base Lr: 3.05e-04
2024-05-18 22:37:53 transreid.train INFO: Epoch[39] Iter[300/486] Loss: 0.493, Acc: 0.962, Base Lr: 3.05e-04
2024-05-18 22:37:56 transreid.train INFO: Epoch[39] Iter[310/486] Loss: 0.486, Acc: 0.962, Base Lr: 3.05e-04
2024-05-18 22:37:58 transreid.train INFO: Epoch[39] Iter[320/486] Loss: 0.478, Acc: 0.963, Base Lr: 3.05e-04
2024-05-18 22:38:01 transreid.train INFO: Epoch[39] Iter[330/486] Loss: 0.470, Acc: 0.964, Base Lr: 3.05e-04
2024-05-18 22:38:03 transreid.train INFO: Epoch[39] Iter[340/486] Loss: 0.462, Acc: 0.965, Base Lr: 3.05e-04
2024-05-18 22:38:06 transreid.train INFO: Epoch[39] Iter[350/486] Loss: 0.454, Acc: 0.966, Base Lr: 3.05e-04
2024-05-18 22:38:08 transreid.train INFO: Epoch[39] Iter[360/486] Loss: 0.447, Acc: 0.967, Base Lr: 3.05e-04
2024-05-18 22:38:11 transreid.train INFO: Epoch[39] Iter[370/486] Loss: 0.439, Acc: 0.968, Base Lr: 3.05e-04
2024-05-18 22:38:13 transreid.train INFO: Epoch[39] Iter[380/486] Loss: 0.431, Acc: 0.969, Base Lr: 3.05e-04
2024-05-18 22:38:16 transreid.train INFO: Epoch[39] Iter[390/486] Loss: 0.424, Acc: 0.969, Base Lr: 3.05e-04
2024-05-18 22:38:18 transreid.train INFO: Epoch[39] Iter[400/486] Loss: 0.418, Acc: 0.970, Base Lr: 3.05e-04
2024-05-18 22:38:21 transreid.train INFO: Epoch[39] Iter[410/486] Loss: 0.410, Acc: 0.970, Base Lr: 3.05e-04
2024-05-18 22:38:23 transreid.train INFO: Epoch[39] Iter[420/486] Loss: 0.403, Acc: 0.971, Base Lr: 3.05e-04
2024-05-18 22:38:26 transreid.train INFO: Epoch[39] Iter[430/486] Loss: 0.398, Acc: 0.971, Base Lr: 3.05e-04
2024-05-18 22:38:28 transreid.train INFO: Epoch[39] Iter[440/486] Loss: 0.391, Acc: 0.972, Base Lr: 3.05e-04
2024-05-18 22:38:31 transreid.train INFO: Epoch[39] Iter[450/486] Loss: 0.384, Acc: 0.972, Base Lr: 3.05e-04
2024-05-18 22:38:33 transreid.train INFO: Epoch[39] Iter[460/486] Loss: 0.377, Acc: 0.973, Base Lr: 3.05e-04
2024-05-18 22:38:36 transreid.train INFO: Epoch[39] Iter[470/486] Loss: 0.371, Acc: 0.973, Base Lr: 3.05e-04
2024-05-18 22:38:37 transreid.train INFO: Epoch 39 done. Time per epoch: 119.966[s] Speed: 252.9[samples/s]
2024-05-18 22:38:42 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.785, Acc: 0.903, Base Lr: 3.00e-04
2024-05-18 22:38:44 transreid.train INFO: Epoch[40] Iter[20/486] Loss: 0.716, Acc: 0.924, Base Lr: 3.00e-04
2024-05-18 22:38:47 transreid.train INFO: Epoch[40] Iter[30/486] Loss: 0.698, Acc: 0.926, Base Lr: 3.00e-04
2024-05-18 22:38:49 transreid.train INFO: Epoch[40] Iter[40/486] Loss: 0.682, Acc: 0.931, Base Lr: 3.00e-04
2024-05-18 22:38:52 transreid.train INFO: Epoch[40] Iter[50/486] Loss: 0.677, Acc: 0.934, Base Lr: 3.00e-04
2024-05-18 22:38:54 transreid.train INFO: Epoch[40] Iter[60/486] Loss: 0.660, Acc: 0.934, Base Lr: 3.00e-04
2024-05-18 22:38:56 transreid.train INFO: Epoch[40] Iter[70/486] Loss: 0.658, Acc: 0.935, Base Lr: 3.00e-04
2024-05-18 22:38:59 transreid.train INFO: Epoch[40] Iter[80/486] Loss: 0.653, Acc: 0.937, Base Lr: 3.00e-04
2024-05-18 22:39:01 transreid.train INFO: Epoch[40] Iter[90/486] Loss: 0.651, Acc: 0.938, Base Lr: 3.00e-04
2024-05-18 22:39:04 transreid.train INFO: Epoch[40] Iter[100/486] Loss: 0.636, Acc: 0.942, Base Lr: 3.00e-04
2024-05-18 22:39:06 transreid.train INFO: Epoch[40] Iter[110/486] Loss: 0.633, Acc: 0.942, Base Lr: 3.00e-04
2024-05-18 22:39:09 transreid.train INFO: Epoch[40] Iter[120/486] Loss: 0.621, Acc: 0.943, Base Lr: 3.00e-04
2024-05-18 22:39:11 transreid.train INFO: Epoch[40] Iter[130/486] Loss: 0.616, Acc: 0.944, Base Lr: 3.00e-04
2024-05-18 22:39:14 transreid.train INFO: Epoch[40] Iter[140/486] Loss: 0.604, Acc: 0.947, Base Lr: 3.00e-04
2024-05-18 22:39:16 transreid.train INFO: Epoch[40] Iter[150/486] Loss: 0.593, Acc: 0.948, Base Lr: 3.00e-04
2024-05-18 22:39:19 transreid.train INFO: Epoch[40] Iter[160/486] Loss: 0.583, Acc: 0.950, Base Lr: 3.00e-04
2024-05-18 22:39:21 transreid.train INFO: Epoch[40] Iter[170/486] Loss: 0.576, Acc: 0.951, Base Lr: 3.00e-04
2024-05-18 22:39:24 transreid.train INFO: Epoch[40] Iter[180/486] Loss: 0.567, Acc: 0.952, Base Lr: 3.00e-04
2024-05-18 22:39:26 transreid.train INFO: Epoch[40] Iter[190/486] Loss: 0.557, Acc: 0.954, Base Lr: 3.00e-04
2024-05-18 22:39:29 transreid.train INFO: Epoch[40] Iter[200/486] Loss: 0.548, Acc: 0.955, Base Lr: 3.00e-04
2024-05-18 22:39:31 transreid.train INFO: Epoch[40] Iter[210/486] Loss: 0.536, Acc: 0.956, Base Lr: 3.00e-04
2024-05-18 22:39:34 transreid.train INFO: Epoch[40] Iter[220/486] Loss: 0.528, Acc: 0.958, Base Lr: 3.00e-04
2024-05-18 22:39:36 transreid.train INFO: Epoch[40] Iter[230/486] Loss: 0.520, Acc: 0.959, Base Lr: 3.00e-04
2024-05-18 22:39:39 transreid.train INFO: Epoch[40] Iter[240/486] Loss: 0.512, Acc: 0.960, Base Lr: 3.00e-04
2024-05-18 22:39:41 transreid.train INFO: Epoch[40] Iter[250/486] Loss: 0.507, Acc: 0.961, Base Lr: 3.00e-04
2024-05-18 22:39:44 transreid.train INFO: Epoch[40] Iter[260/486] Loss: 0.502, Acc: 0.962, Base Lr: 3.00e-04
2024-05-18 22:39:46 transreid.train INFO: Epoch[40] Iter[270/486] Loss: 0.496, Acc: 0.963, Base Lr: 3.00e-04
2024-05-18 22:39:49 transreid.train INFO: Epoch[40] Iter[280/486] Loss: 0.487, Acc: 0.964, Base Lr: 3.00e-04
2024-05-18 22:39:51 transreid.train INFO: Epoch[40] Iter[290/486] Loss: 0.480, Acc: 0.965, Base Lr: 3.00e-04
2024-05-18 22:39:54 transreid.train INFO: Epoch[40] Iter[300/486] Loss: 0.472, Acc: 0.965, Base Lr: 3.00e-04
2024-05-18 22:39:56 transreid.train INFO: Epoch[40] Iter[310/486] Loss: 0.464, Acc: 0.966, Base Lr: 3.00e-04
2024-05-18 22:39:59 transreid.train INFO: Epoch[40] Iter[320/486] Loss: 0.456, Acc: 0.967, Base Lr: 3.00e-04
2024-05-18 22:40:01 transreid.train INFO: Epoch[40] Iter[330/486] Loss: 0.449, Acc: 0.968, Base Lr: 3.00e-04
2024-05-18 22:40:04 transreid.train INFO: Epoch[40] Iter[340/486] Loss: 0.442, Acc: 0.969, Base Lr: 3.00e-04
2024-05-18 22:40:06 transreid.train INFO: Epoch[40] Iter[350/486] Loss: 0.435, Acc: 0.969, Base Lr: 3.00e-04
2024-05-18 22:40:09 transreid.train INFO: Epoch[40] Iter[360/486] Loss: 0.428, Acc: 0.970, Base Lr: 3.00e-04
2024-05-18 22:40:11 transreid.train INFO: Epoch[40] Iter[370/486] Loss: 0.422, Acc: 0.971, Base Lr: 3.00e-04
2024-05-18 22:40:14 transreid.train INFO: Epoch[40] Iter[380/486] Loss: 0.417, Acc: 0.971, Base Lr: 3.00e-04
2024-05-18 22:40:16 transreid.train INFO: Epoch[40] Iter[390/486] Loss: 0.411, Acc: 0.971, Base Lr: 3.00e-04
2024-05-18 22:40:19 transreid.train INFO: Epoch[40] Iter[400/486] Loss: 0.404, Acc: 0.972, Base Lr: 3.00e-04
2024-05-18 22:40:21 transreid.train INFO: Epoch[40] Iter[410/486] Loss: 0.397, Acc: 0.973, Base Lr: 3.00e-04
2024-05-18 22:40:24 transreid.train INFO: Epoch[40] Iter[420/486] Loss: 0.391, Acc: 0.973, Base Lr: 3.00e-04
2024-05-18 22:40:26 transreid.train INFO: Epoch[40] Iter[430/486] Loss: 0.384, Acc: 0.974, Base Lr: 3.00e-04
2024-05-18 22:40:29 transreid.train INFO: Epoch[40] Iter[440/486] Loss: 0.378, Acc: 0.974, Base Lr: 3.00e-04
2024-05-18 22:40:31 transreid.train INFO: Epoch[40] Iter[450/486] Loss: 0.371, Acc: 0.974, Base Lr: 3.00e-04
2024-05-18 22:40:34 transreid.train INFO: Epoch[40] Iter[460/486] Loss: 0.365, Acc: 0.975, Base Lr: 3.00e-04
2024-05-18 22:40:36 transreid.train INFO: Epoch[40] Iter[470/486] Loss: 0.359, Acc: 0.975, Base Lr: 3.00e-04
2024-05-18 22:40:38 transreid.train INFO: Epoch 40 done. Time per epoch: 120.774[s] Speed: 251.7[samples/s]
2024-05-18 22:46:19 transreid.train INFO: Validation Results - Epoch: 40
2024-05-18 22:46:19 transreid.train INFO: mAP: 66.7%
2024-05-18 22:46:19 transreid.train INFO: CMC curve, Rank-1  :84.8%
2024-05-18 22:46:19 transreid.train INFO: CMC curve, Rank-5  :91.7%
2024-05-18 22:46:19 transreid.train INFO: CMC curve, Rank-10 :93.6%
2024-05-18 22:46:25 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.675, Acc: 0.922, Base Lr: 2.96e-04
2024-05-18 22:46:27 transreid.train INFO: Epoch[41] Iter[20/486] Loss: 0.636, Acc: 0.930, Base Lr: 2.96e-04
2024-05-18 22:46:30 transreid.train INFO: Epoch[41] Iter[30/486] Loss: 0.663, Acc: 0.929, Base Lr: 2.96e-04
2024-05-18 22:46:32 transreid.train INFO: Epoch[41] Iter[40/486] Loss: 0.653, Acc: 0.932, Base Lr: 2.96e-04
2024-05-18 22:46:35 transreid.train INFO: Epoch[41] Iter[50/486] Loss: 0.631, Acc: 0.936, Base Lr: 2.96e-04
2024-05-18 22:46:37 transreid.train INFO: Epoch[41] Iter[60/486] Loss: 0.623, Acc: 0.937, Base Lr: 2.96e-04
2024-05-18 22:46:39 transreid.train INFO: Epoch[41] Iter[70/486] Loss: 0.619, Acc: 0.939, Base Lr: 2.96e-04
2024-05-18 22:46:42 transreid.train INFO: Epoch[41] Iter[80/486] Loss: 0.618, Acc: 0.938, Base Lr: 2.96e-04
2024-05-18 22:46:44 transreid.train INFO: Epoch[41] Iter[90/486] Loss: 0.614, Acc: 0.940, Base Lr: 2.96e-04
2024-05-18 22:46:47 transreid.train INFO: Epoch[41] Iter[100/486] Loss: 0.604, Acc: 0.942, Base Lr: 2.96e-04
2024-05-18 22:46:49 transreid.train INFO: Epoch[41] Iter[110/486] Loss: 0.604, Acc: 0.943, Base Lr: 2.96e-04
2024-05-18 22:46:52 transreid.train INFO: Epoch[41] Iter[120/486] Loss: 0.590, Acc: 0.946, Base Lr: 2.96e-04
2024-05-18 22:46:54 transreid.train INFO: Epoch[41] Iter[130/486] Loss: 0.581, Acc: 0.948, Base Lr: 2.96e-04
2024-05-18 22:46:57 transreid.train INFO: Epoch[41] Iter[140/486] Loss: 0.580, Acc: 0.948, Base Lr: 2.96e-04
2024-05-18 22:46:59 transreid.train INFO: Epoch[41] Iter[150/486] Loss: 0.565, Acc: 0.951, Base Lr: 2.96e-04
2024-05-18 22:47:01 transreid.train INFO: Epoch[41] Iter[160/486] Loss: 0.550, Acc: 0.953, Base Lr: 2.96e-04
2024-05-18 22:47:04 transreid.train INFO: Epoch[41] Iter[170/486] Loss: 0.543, Acc: 0.954, Base Lr: 2.96e-04
2024-05-18 22:47:06 transreid.train INFO: Epoch[41] Iter[180/486] Loss: 0.534, Acc: 0.955, Base Lr: 2.96e-04
2024-05-18 22:47:09 transreid.train INFO: Epoch[41] Iter[190/486] Loss: 0.524, Acc: 0.957, Base Lr: 2.96e-04
2024-05-18 22:47:11 transreid.train INFO: Epoch[41] Iter[200/486] Loss: 0.515, Acc: 0.958, Base Lr: 2.96e-04
2024-05-18 22:47:14 transreid.train INFO: Epoch[41] Iter[210/486] Loss: 0.506, Acc: 0.959, Base Lr: 2.96e-04
2024-05-18 22:47:16 transreid.train INFO: Epoch[41] Iter[220/486] Loss: 0.499, Acc: 0.960, Base Lr: 2.96e-04
2024-05-18 22:47:19 transreid.train INFO: Epoch[41] Iter[230/486] Loss: 0.488, Acc: 0.962, Base Lr: 2.96e-04
2024-05-18 22:47:21 transreid.train INFO: Epoch[41] Iter[240/486] Loss: 0.478, Acc: 0.963, Base Lr: 2.96e-04
2024-05-18 22:47:24 transreid.train INFO: Epoch[41] Iter[250/486] Loss: 0.470, Acc: 0.964, Base Lr: 2.96e-04
2024-05-18 22:47:26 transreid.train INFO: Epoch[41] Iter[260/486] Loss: 0.464, Acc: 0.965, Base Lr: 2.96e-04
2024-05-18 22:47:28 transreid.train INFO: Epoch[41] Iter[270/486] Loss: 0.456, Acc: 0.966, Base Lr: 2.96e-04
2024-05-18 22:47:31 transreid.train INFO: Epoch[41] Iter[280/486] Loss: 0.450, Acc: 0.966, Base Lr: 2.96e-04
2024-05-18 22:47:33 transreid.train INFO: Epoch[41] Iter[290/486] Loss: 0.443, Acc: 0.967, Base Lr: 2.96e-04
2024-05-18 22:47:36 transreid.train INFO: Epoch[41] Iter[300/486] Loss: 0.435, Acc: 0.968, Base Lr: 2.96e-04
2024-05-18 22:47:38 transreid.train INFO: Epoch[41] Iter[310/486] Loss: 0.428, Acc: 0.969, Base Lr: 2.96e-04
2024-05-18 22:47:41 transreid.train INFO: Epoch[41] Iter[320/486] Loss: 0.421, Acc: 0.970, Base Lr: 2.96e-04
2024-05-18 22:47:43 transreid.train INFO: Epoch[41] Iter[330/486] Loss: 0.414, Acc: 0.970, Base Lr: 2.96e-04
2024-05-18 22:47:46 transreid.train INFO: Epoch[41] Iter[340/486] Loss: 0.407, Acc: 0.971, Base Lr: 2.96e-04
2024-05-18 22:47:48 transreid.train INFO: Epoch[41] Iter[350/486] Loss: 0.401, Acc: 0.972, Base Lr: 2.96e-04
2024-05-18 22:47:51 transreid.train INFO: Epoch[41] Iter[360/486] Loss: 0.395, Acc: 0.972, Base Lr: 2.96e-04
2024-05-18 22:47:53 transreid.train INFO: Epoch[41] Iter[370/486] Loss: 0.388, Acc: 0.973, Base Lr: 2.96e-04
2024-05-18 22:47:56 transreid.train INFO: Epoch[41] Iter[380/486] Loss: 0.382, Acc: 0.973, Base Lr: 2.96e-04
2024-05-18 22:47:58 transreid.train INFO: Epoch[41] Iter[390/486] Loss: 0.376, Acc: 0.974, Base Lr: 2.96e-04
2024-05-18 22:48:01 transreid.train INFO: Epoch[41] Iter[400/486] Loss: 0.369, Acc: 0.975, Base Lr: 2.96e-04
2024-05-18 22:48:03 transreid.train INFO: Epoch[41] Iter[410/486] Loss: 0.364, Acc: 0.975, Base Lr: 2.96e-04
2024-05-18 22:48:05 transreid.train INFO: Epoch[41] Iter[420/486] Loss: 0.359, Acc: 0.976, Base Lr: 2.96e-04
2024-05-18 22:48:08 transreid.train INFO: Epoch[41] Iter[430/486] Loss: 0.353, Acc: 0.976, Base Lr: 2.96e-04
2024-05-18 22:48:10 transreid.train INFO: Epoch[41] Iter[440/486] Loss: 0.348, Acc: 0.976, Base Lr: 2.96e-04
2024-05-18 22:48:13 transreid.train INFO: Epoch[41] Iter[450/486] Loss: 0.342, Acc: 0.977, Base Lr: 2.96e-04
2024-05-18 22:48:15 transreid.train INFO: Epoch[41] Iter[460/486] Loss: 0.337, Acc: 0.977, Base Lr: 2.96e-04
2024-05-18 22:48:18 transreid.train INFO: Epoch[41] Iter[470/486] Loss: 0.333, Acc: 0.978, Base Lr: 2.96e-04
2024-05-18 22:48:19 transreid.train INFO: Epoch 41 done. Time per epoch: 120.235[s] Speed: 252.8[samples/s]
2024-05-18 22:48:25 transreid.train INFO: Epoch[42] Iter[10/486] Loss: 0.676, Acc: 0.934, Base Lr: 2.91e-04
2024-05-18 22:48:27 transreid.train INFO: Epoch[42] Iter[20/486] Loss: 0.676, Acc: 0.937, Base Lr: 2.91e-04
2024-05-18 22:48:30 transreid.train INFO: Epoch[42] Iter[30/486] Loss: 0.688, Acc: 0.925, Base Lr: 2.91e-04
2024-05-18 22:48:32 transreid.train INFO: Epoch[42] Iter[40/486] Loss: 0.682, Acc: 0.927, Base Lr: 2.91e-04
2024-05-18 22:48:35 transreid.train INFO: Epoch[42] Iter[50/486] Loss: 0.669, Acc: 0.929, Base Lr: 2.91e-04
2024-05-18 22:48:37 transreid.train INFO: Epoch[42] Iter[60/486] Loss: 0.628, Acc: 0.937, Base Lr: 2.91e-04
2024-05-18 22:48:40 transreid.train INFO: Epoch[42] Iter[70/486] Loss: 0.633, Acc: 0.933, Base Lr: 2.91e-04
2024-05-18 22:48:42 transreid.train INFO: Epoch[42] Iter[80/486] Loss: 0.624, Acc: 0.935, Base Lr: 2.91e-04
2024-05-18 22:48:45 transreid.train INFO: Epoch[42] Iter[90/486] Loss: 0.602, Acc: 0.940, Base Lr: 2.91e-04
2024-05-18 22:48:47 transreid.train INFO: Epoch[42] Iter[100/486] Loss: 0.600, Acc: 0.941, Base Lr: 2.91e-04
2024-05-18 22:48:50 transreid.train INFO: Epoch[42] Iter[110/486] Loss: 0.589, Acc: 0.943, Base Lr: 2.91e-04
2024-05-18 22:48:52 transreid.train INFO: Epoch[42] Iter[120/486] Loss: 0.580, Acc: 0.944, Base Lr: 2.91e-04
2024-05-18 22:48:54 transreid.train INFO: Epoch[42] Iter[130/486] Loss: 0.570, Acc: 0.945, Base Lr: 2.91e-04
2024-05-18 22:48:57 transreid.train INFO: Epoch[42] Iter[140/486] Loss: 0.564, Acc: 0.947, Base Lr: 2.91e-04
2024-05-18 22:48:59 transreid.train INFO: Epoch[42] Iter[150/486] Loss: 0.558, Acc: 0.948, Base Lr: 2.91e-04
2024-05-18 22:49:02 transreid.train INFO: Epoch[42] Iter[160/486] Loss: 0.548, Acc: 0.950, Base Lr: 2.91e-04
2024-05-18 22:49:04 transreid.train INFO: Epoch[42] Iter[170/486] Loss: 0.537, Acc: 0.952, Base Lr: 2.91e-04
2024-05-18 22:49:07 transreid.train INFO: Epoch[42] Iter[180/486] Loss: 0.522, Acc: 0.954, Base Lr: 2.91e-04
2024-05-18 22:49:09 transreid.train INFO: Epoch[42] Iter[190/486] Loss: 0.509, Acc: 0.956, Base Lr: 2.91e-04
2024-05-18 22:49:12 transreid.train INFO: Epoch[42] Iter[200/486] Loss: 0.500, Acc: 0.958, Base Lr: 2.91e-04
2024-05-18 22:49:14 transreid.train INFO: Epoch[42] Iter[210/486] Loss: 0.491, Acc: 0.959, Base Lr: 2.91e-04
2024-05-18 22:49:17 transreid.train INFO: Epoch[42] Iter[220/486] Loss: 0.484, Acc: 0.960, Base Lr: 2.91e-04
2024-05-18 22:49:19 transreid.train INFO: Epoch[42] Iter[230/486] Loss: 0.475, Acc: 0.961, Base Lr: 2.91e-04
2024-05-18 22:49:22 transreid.train INFO: Epoch[42] Iter[240/486] Loss: 0.467, Acc: 0.962, Base Lr: 2.91e-04
2024-05-18 22:49:24 transreid.train INFO: Epoch[42] Iter[250/486] Loss: 0.460, Acc: 0.963, Base Lr: 2.91e-04
2024-05-18 22:49:27 transreid.train INFO: Epoch[42] Iter[260/486] Loss: 0.458, Acc: 0.963, Base Lr: 2.91e-04
2024-05-18 22:49:29 transreid.train INFO: Epoch[42] Iter[270/486] Loss: 0.451, Acc: 0.964, Base Lr: 2.91e-04
2024-05-18 22:49:32 transreid.train INFO: Epoch[42] Iter[280/486] Loss: 0.444, Acc: 0.965, Base Lr: 2.91e-04
2024-05-18 22:49:34 transreid.train INFO: Epoch[42] Iter[290/486] Loss: 0.437, Acc: 0.966, Base Lr: 2.91e-04
2024-05-18 22:49:37 transreid.train INFO: Epoch[42] Iter[300/486] Loss: 0.430, Acc: 0.967, Base Lr: 2.91e-04
2024-05-18 22:49:39 transreid.train INFO: Epoch[42] Iter[310/486] Loss: 0.423, Acc: 0.968, Base Lr: 2.91e-04
2024-05-18 22:49:42 transreid.train INFO: Epoch[42] Iter[320/486] Loss: 0.417, Acc: 0.969, Base Lr: 2.91e-04
2024-05-18 22:49:44 transreid.train INFO: Epoch[42] Iter[330/486] Loss: 0.409, Acc: 0.970, Base Lr: 2.91e-04
2024-05-18 22:49:47 transreid.train INFO: Epoch[42] Iter[340/486] Loss: 0.402, Acc: 0.970, Base Lr: 2.91e-04
2024-05-18 22:49:49 transreid.train INFO: Epoch[42] Iter[350/486] Loss: 0.394, Acc: 0.971, Base Lr: 2.91e-04
2024-05-18 22:49:52 transreid.train INFO: Epoch[42] Iter[360/486] Loss: 0.388, Acc: 0.971, Base Lr: 2.91e-04
2024-05-18 22:49:54 transreid.train INFO: Epoch[42] Iter[370/486] Loss: 0.382, Acc: 0.972, Base Lr: 2.91e-04
2024-05-18 22:49:57 transreid.train INFO: Epoch[42] Iter[380/486] Loss: 0.376, Acc: 0.973, Base Lr: 2.91e-04
2024-05-18 22:49:59 transreid.train INFO: Epoch[42] Iter[390/486] Loss: 0.370, Acc: 0.973, Base Lr: 2.91e-04
2024-05-18 22:50:02 transreid.train INFO: Epoch[42] Iter[400/486] Loss: 0.364, Acc: 0.974, Base Lr: 2.91e-04
2024-05-18 22:50:04 transreid.train INFO: Epoch[42] Iter[410/486] Loss: 0.357, Acc: 0.974, Base Lr: 2.91e-04
2024-05-18 22:50:07 transreid.train INFO: Epoch[42] Iter[420/486] Loss: 0.351, Acc: 0.975, Base Lr: 2.91e-04
2024-05-18 22:50:09 transreid.train INFO: Epoch[42] Iter[430/486] Loss: 0.345, Acc: 0.975, Base Lr: 2.91e-04
2024-05-18 22:50:11 transreid.train INFO: Epoch[42] Iter[440/486] Loss: 0.339, Acc: 0.976, Base Lr: 2.91e-04
2024-05-18 22:50:14 transreid.train INFO: Epoch[42] Iter[450/486] Loss: 0.332, Acc: 0.976, Base Lr: 2.91e-04
2024-05-18 22:50:16 transreid.train INFO: Epoch[42] Iter[460/486] Loss: 0.326, Acc: 0.977, Base Lr: 2.91e-04
2024-05-18 22:50:19 transreid.train INFO: Epoch[42] Iter[470/486] Loss: 0.321, Acc: 0.977, Base Lr: 2.91e-04
2024-05-18 22:50:20 transreid.train INFO: Epoch 42 done. Time per epoch: 120.890[s] Speed: 250.9[samples/s]
2024-05-18 22:50:26 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.633, Acc: 0.931, Base Lr: 2.86e-04
2024-05-18 22:50:28 transreid.train INFO: Epoch[43] Iter[20/486] Loss: 0.573, Acc: 0.936, Base Lr: 2.86e-04
2024-05-18 22:50:31 transreid.train INFO: Epoch[43] Iter[30/486] Loss: 0.574, Acc: 0.938, Base Lr: 2.86e-04
2024-05-18 22:50:33 transreid.train INFO: Epoch[43] Iter[40/486] Loss: 0.590, Acc: 0.929, Base Lr: 2.86e-04
2024-05-18 22:50:36 transreid.train INFO: Epoch[43] Iter[50/486] Loss: 0.563, Acc: 0.936, Base Lr: 2.86e-04
2024-05-18 22:50:38 transreid.train INFO: Epoch[43] Iter[60/486] Loss: 0.539, Acc: 0.943, Base Lr: 2.86e-04
2024-05-18 22:50:40 transreid.train INFO: Epoch[43] Iter[70/486] Loss: 0.531, Acc: 0.947, Base Lr: 2.86e-04
2024-05-18 22:50:43 transreid.train INFO: Epoch[43] Iter[80/486] Loss: 0.531, Acc: 0.948, Base Lr: 2.86e-04
2024-05-18 22:50:45 transreid.train INFO: Epoch[43] Iter[90/486] Loss: 0.513, Acc: 0.952, Base Lr: 2.86e-04
2024-05-18 22:50:48 transreid.train INFO: Epoch[43] Iter[100/486] Loss: 0.513, Acc: 0.953, Base Lr: 2.86e-04
2024-05-18 22:50:50 transreid.train INFO: Epoch[43] Iter[110/486] Loss: 0.513, Acc: 0.953, Base Lr: 2.86e-04
2024-05-18 22:50:53 transreid.train INFO: Epoch[43] Iter[120/486] Loss: 0.506, Acc: 0.955, Base Lr: 2.86e-04
2024-05-18 22:50:55 transreid.train INFO: Epoch[43] Iter[130/486] Loss: 0.498, Acc: 0.957, Base Lr: 2.86e-04
2024-05-18 22:50:58 transreid.train INFO: Epoch[43] Iter[140/486] Loss: 0.487, Acc: 0.958, Base Lr: 2.86e-04
2024-05-18 22:51:00 transreid.train INFO: Epoch[43] Iter[150/486] Loss: 0.477, Acc: 0.960, Base Lr: 2.86e-04
2024-05-18 22:51:03 transreid.train INFO: Epoch[43] Iter[160/486] Loss: 0.467, Acc: 0.961, Base Lr: 2.86e-04
2024-05-18 22:51:05 transreid.train INFO: Epoch[43] Iter[170/486] Loss: 0.460, Acc: 0.962, Base Lr: 2.86e-04
2024-05-18 22:51:08 transreid.train INFO: Epoch[43] Iter[180/486] Loss: 0.453, Acc: 0.963, Base Lr: 2.86e-04
2024-05-18 22:51:10 transreid.train INFO: Epoch[43] Iter[190/486] Loss: 0.445, Acc: 0.965, Base Lr: 2.86e-04
2024-05-18 22:51:13 transreid.train INFO: Epoch[43] Iter[200/486] Loss: 0.438, Acc: 0.966, Base Lr: 2.86e-04
2024-05-18 22:51:15 transreid.train INFO: Epoch[43] Iter[210/486] Loss: 0.431, Acc: 0.967, Base Lr: 2.86e-04
2024-05-18 22:51:18 transreid.train INFO: Epoch[43] Iter[220/486] Loss: 0.423, Acc: 0.968, Base Lr: 2.86e-04
2024-05-18 22:51:20 transreid.train INFO: Epoch[43] Iter[230/486] Loss: 0.418, Acc: 0.969, Base Lr: 2.86e-04
2024-05-18 22:51:22 transreid.train INFO: Epoch[43] Iter[240/486] Loss: 0.412, Acc: 0.970, Base Lr: 2.86e-04
2024-05-18 22:51:25 transreid.train INFO: Epoch[43] Iter[250/486] Loss: 0.406, Acc: 0.971, Base Lr: 2.86e-04
2024-05-18 22:51:27 transreid.train INFO: Epoch[43] Iter[260/486] Loss: 0.399, Acc: 0.971, Base Lr: 2.86e-04
2024-05-18 22:51:30 transreid.train INFO: Epoch[43] Iter[270/486] Loss: 0.392, Acc: 0.972, Base Lr: 2.86e-04
2024-05-18 22:51:32 transreid.train INFO: Epoch[43] Iter[280/486] Loss: 0.386, Acc: 0.973, Base Lr: 2.86e-04
2024-05-18 22:51:35 transreid.train INFO: Epoch[43] Iter[290/486] Loss: 0.380, Acc: 0.974, Base Lr: 2.86e-04
2024-05-18 22:51:37 transreid.train INFO: Epoch[43] Iter[300/486] Loss: 0.373, Acc: 0.975, Base Lr: 2.86e-04
2024-05-18 22:51:40 transreid.train INFO: Epoch[43] Iter[310/486] Loss: 0.368, Acc: 0.975, Base Lr: 2.86e-04
2024-05-18 22:51:42 transreid.train INFO: Epoch[43] Iter[320/486] Loss: 0.363, Acc: 0.975, Base Lr: 2.86e-04
2024-05-18 22:51:45 transreid.train INFO: Epoch[43] Iter[330/486] Loss: 0.358, Acc: 0.976, Base Lr: 2.86e-04
2024-05-18 22:51:47 transreid.train INFO: Epoch[43] Iter[340/486] Loss: 0.352, Acc: 0.976, Base Lr: 2.86e-04
2024-05-18 22:51:50 transreid.train INFO: Epoch[43] Iter[350/486] Loss: 0.346, Acc: 0.977, Base Lr: 2.86e-04
2024-05-18 22:51:52 transreid.train INFO: Epoch[43] Iter[360/486] Loss: 0.340, Acc: 0.978, Base Lr: 2.86e-04
2024-05-18 22:51:55 transreid.train INFO: Epoch[43] Iter[370/486] Loss: 0.336, Acc: 0.978, Base Lr: 2.86e-04
2024-05-18 22:51:57 transreid.train INFO: Epoch[43] Iter[380/486] Loss: 0.331, Acc: 0.978, Base Lr: 2.86e-04
2024-05-18 22:52:00 transreid.train INFO: Epoch[43] Iter[390/486] Loss: 0.325, Acc: 0.979, Base Lr: 2.86e-04
2024-05-18 22:52:02 transreid.train INFO: Epoch[43] Iter[400/486] Loss: 0.320, Acc: 0.979, Base Lr: 2.86e-04
2024-05-18 22:52:05 transreid.train INFO: Epoch[43] Iter[410/486] Loss: 0.315, Acc: 0.980, Base Lr: 2.86e-04
2024-05-18 22:52:07 transreid.train INFO: Epoch[43] Iter[420/486] Loss: 0.309, Acc: 0.980, Base Lr: 2.86e-04
2024-05-18 22:52:10 transreid.train INFO: Epoch[43] Iter[430/486] Loss: 0.304, Acc: 0.980, Base Lr: 2.86e-04
2024-05-18 22:52:12 transreid.train INFO: Epoch[43] Iter[440/486] Loss: 0.298, Acc: 0.981, Base Lr: 2.86e-04
2024-05-18 22:52:15 transreid.train INFO: Epoch[43] Iter[450/486] Loss: 0.293, Acc: 0.981, Base Lr: 2.86e-04
2024-05-18 22:52:17 transreid.train INFO: Epoch[43] Iter[460/486] Loss: 0.288, Acc: 0.982, Base Lr: 2.86e-04
2024-05-18 22:52:19 transreid.train INFO: Epoch[43] Iter[470/486] Loss: 0.283, Acc: 0.982, Base Lr: 2.86e-04
2024-05-18 22:52:21 transreid.train INFO: Epoch 43 done. Time per epoch: 120.501[s] Speed: 251.7[samples/s]
2024-05-18 22:52:26 transreid.train INFO: Epoch[44] Iter[10/486] Loss: 0.500, Acc: 0.948, Base Lr: 2.82e-04
2024-05-18 22:52:29 transreid.train INFO: Epoch[44] Iter[20/486] Loss: 0.519, Acc: 0.945, Base Lr: 2.82e-04
2024-05-18 22:52:31 transreid.train INFO: Epoch[44] Iter[30/486] Loss: 0.563, Acc: 0.935, Base Lr: 2.82e-04
2024-05-18 22:52:34 transreid.train INFO: Epoch[44] Iter[40/486] Loss: 0.515, Acc: 0.946, Base Lr: 2.82e-04
2024-05-18 22:52:36 transreid.train INFO: Epoch[44] Iter[50/486] Loss: 0.502, Acc: 0.952, Base Lr: 2.82e-04
2024-05-18 22:52:39 transreid.train INFO: Epoch[44] Iter[60/486] Loss: 0.495, Acc: 0.955, Base Lr: 2.82e-04
2024-05-18 22:52:41 transreid.train INFO: Epoch[44] Iter[70/486] Loss: 0.475, Acc: 0.959, Base Lr: 2.82e-04
2024-05-18 22:52:43 transreid.train INFO: Epoch[44] Iter[80/486] Loss: 0.479, Acc: 0.959, Base Lr: 2.82e-04
2024-05-18 22:52:46 transreid.train INFO: Epoch[44] Iter[90/486] Loss: 0.477, Acc: 0.959, Base Lr: 2.82e-04
2024-05-18 22:52:48 transreid.train INFO: Epoch[44] Iter[100/486] Loss: 0.476, Acc: 0.960, Base Lr: 2.82e-04
2024-05-18 22:52:51 transreid.train INFO: Epoch[44] Iter[110/486] Loss: 0.465, Acc: 0.962, Base Lr: 2.82e-04
2024-05-18 22:52:53 transreid.train INFO: Epoch[44] Iter[120/486] Loss: 0.464, Acc: 0.963, Base Lr: 2.82e-04
2024-05-18 22:52:56 transreid.train INFO: Epoch[44] Iter[130/486] Loss: 0.458, Acc: 0.963, Base Lr: 2.82e-04
2024-05-18 22:52:58 transreid.train INFO: Epoch[44] Iter[140/486] Loss: 0.449, Acc: 0.965, Base Lr: 2.82e-04
2024-05-18 22:53:01 transreid.train INFO: Epoch[44] Iter[150/486] Loss: 0.445, Acc: 0.965, Base Lr: 2.82e-04
2024-05-18 22:53:03 transreid.train INFO: Epoch[44] Iter[160/486] Loss: 0.436, Acc: 0.966, Base Lr: 2.82e-04
2024-05-18 22:53:06 transreid.train INFO: Epoch[44] Iter[170/486] Loss: 0.429, Acc: 0.967, Base Lr: 2.82e-04
2024-05-18 22:53:08 transreid.train INFO: Epoch[44] Iter[180/486] Loss: 0.420, Acc: 0.968, Base Lr: 2.82e-04
2024-05-18 22:53:11 transreid.train INFO: Epoch[44] Iter[190/486] Loss: 0.419, Acc: 0.968, Base Lr: 2.82e-04
2024-05-18 22:53:13 transreid.train INFO: Epoch[44] Iter[200/486] Loss: 0.413, Acc: 0.969, Base Lr: 2.82e-04
2024-05-18 22:53:16 transreid.train INFO: Epoch[44] Iter[210/486] Loss: 0.409, Acc: 0.970, Base Lr: 2.82e-04
2024-05-18 22:53:18 transreid.train INFO: Epoch[44] Iter[220/486] Loss: 0.402, Acc: 0.971, Base Lr: 2.82e-04
2024-05-18 22:53:21 transreid.train INFO: Epoch[44] Iter[230/486] Loss: 0.396, Acc: 0.972, Base Lr: 2.82e-04
2024-05-18 22:53:23 transreid.train INFO: Epoch[44] Iter[240/486] Loss: 0.390, Acc: 0.973, Base Lr: 2.82e-04
2024-05-18 22:53:25 transreid.train INFO: Epoch[44] Iter[250/486] Loss: 0.383, Acc: 0.974, Base Lr: 2.82e-04
2024-05-18 22:53:28 transreid.train INFO: Epoch[44] Iter[260/486] Loss: 0.379, Acc: 0.974, Base Lr: 2.82e-04
2024-05-18 22:53:30 transreid.train INFO: Epoch[44] Iter[270/486] Loss: 0.376, Acc: 0.974, Base Lr: 2.82e-04
2024-05-18 22:53:33 transreid.train INFO: Epoch[44] Iter[280/486] Loss: 0.370, Acc: 0.975, Base Lr: 2.82e-04
2024-05-18 22:53:35 transreid.train INFO: Epoch[44] Iter[290/486] Loss: 0.371, Acc: 0.975, Base Lr: 2.82e-04
2024-05-18 22:53:38 transreid.train INFO: Epoch[44] Iter[300/486] Loss: 0.368, Acc: 0.975, Base Lr: 2.82e-04
2024-05-18 22:53:40 transreid.train INFO: Epoch[44] Iter[310/486] Loss: 0.363, Acc: 0.976, Base Lr: 2.82e-04
2024-05-18 22:53:43 transreid.train INFO: Epoch[44] Iter[320/486] Loss: 0.360, Acc: 0.976, Base Lr: 2.82e-04
2024-05-18 22:53:45 transreid.train INFO: Epoch[44] Iter[330/486] Loss: 0.354, Acc: 0.977, Base Lr: 2.82e-04
2024-05-18 22:53:48 transreid.train INFO: Epoch[44] Iter[340/486] Loss: 0.349, Acc: 0.977, Base Lr: 2.82e-04
2024-05-18 22:53:50 transreid.train INFO: Epoch[44] Iter[350/486] Loss: 0.344, Acc: 0.978, Base Lr: 2.82e-04
2024-05-18 22:53:53 transreid.train INFO: Epoch[44] Iter[360/486] Loss: 0.338, Acc: 0.978, Base Lr: 2.82e-04
2024-05-18 22:53:55 transreid.train INFO: Epoch[44] Iter[370/486] Loss: 0.332, Acc: 0.978, Base Lr: 2.82e-04
2024-05-18 22:53:58 transreid.train INFO: Epoch[44] Iter[380/486] Loss: 0.328, Acc: 0.979, Base Lr: 2.82e-04
2024-05-18 22:54:00 transreid.train INFO: Epoch[44] Iter[390/486] Loss: 0.323, Acc: 0.979, Base Lr: 2.82e-04
2024-05-18 22:54:02 transreid.train INFO: Epoch[44] Iter[400/486] Loss: 0.318, Acc: 0.979, Base Lr: 2.82e-04
2024-05-18 22:54:05 transreid.train INFO: Epoch[44] Iter[410/486] Loss: 0.313, Acc: 0.980, Base Lr: 2.82e-04
2024-05-18 22:54:07 transreid.train INFO: Epoch[44] Iter[420/486] Loss: 0.309, Acc: 0.980, Base Lr: 2.82e-04
2024-05-18 22:54:10 transreid.train INFO: Epoch[44] Iter[430/486] Loss: 0.305, Acc: 0.980, Base Lr: 2.82e-04
2024-05-18 22:54:12 transreid.train INFO: Epoch[44] Iter[440/486] Loss: 0.300, Acc: 0.981, Base Lr: 2.82e-04
2024-05-18 22:54:15 transreid.train INFO: Epoch[44] Iter[450/486] Loss: 0.295, Acc: 0.981, Base Lr: 2.82e-04
2024-05-18 22:54:17 transreid.train INFO: Epoch[44] Iter[460/486] Loss: 0.290, Acc: 0.981, Base Lr: 2.82e-04
2024-05-18 22:54:20 transreid.train INFO: Epoch[44] Iter[470/486] Loss: 0.285, Acc: 0.982, Base Lr: 2.82e-04
2024-05-18 22:54:21 transreid.train INFO: Epoch 44 done. Time per epoch: 120.491[s] Speed: 252.3[samples/s]
2024-05-18 22:54:27 transreid.train INFO: Epoch[45] Iter[10/486] Loss: 0.558, Acc: 0.936, Base Lr: 2.77e-04
2024-05-18 22:54:29 transreid.train INFO: Epoch[45] Iter[20/486] Loss: 0.590, Acc: 0.930, Base Lr: 2.77e-04
2024-05-18 22:54:32 transreid.train INFO: Epoch[45] Iter[30/486] Loss: 0.566, Acc: 0.936, Base Lr: 2.77e-04
2024-05-18 22:54:34 transreid.train INFO: Epoch[45] Iter[40/486] Loss: 0.531, Acc: 0.944, Base Lr: 2.77e-04
2024-05-18 22:54:36 transreid.train INFO: Epoch[45] Iter[50/486] Loss: 0.540, Acc: 0.945, Base Lr: 2.77e-04
2024-05-18 22:54:39 transreid.train INFO: Epoch[45] Iter[60/486] Loss: 0.512, Acc: 0.951, Base Lr: 2.77e-04
2024-05-18 22:54:41 transreid.train INFO: Epoch[45] Iter[70/486] Loss: 0.503, Acc: 0.954, Base Lr: 2.77e-04
2024-05-18 22:54:44 transreid.train INFO: Epoch[45] Iter[80/486] Loss: 0.489, Acc: 0.957, Base Lr: 2.77e-04
2024-05-18 22:54:46 transreid.train INFO: Epoch[45] Iter[90/486] Loss: 0.491, Acc: 0.957, Base Lr: 2.77e-04
2024-05-18 22:54:49 transreid.train INFO: Epoch[45] Iter[100/486] Loss: 0.485, Acc: 0.959, Base Lr: 2.77e-04
2024-05-18 22:54:51 transreid.train INFO: Epoch[45] Iter[110/486] Loss: 0.481, Acc: 0.961, Base Lr: 2.77e-04
2024-05-18 22:54:54 transreid.train INFO: Epoch[45] Iter[120/486] Loss: 0.476, Acc: 0.961, Base Lr: 2.77e-04
2024-05-18 22:54:56 transreid.train INFO: Epoch[45] Iter[130/486] Loss: 0.464, Acc: 0.963, Base Lr: 2.77e-04
2024-05-18 22:54:59 transreid.train INFO: Epoch[45] Iter[140/486] Loss: 0.454, Acc: 0.965, Base Lr: 2.77e-04
2024-05-18 22:55:01 transreid.train INFO: Epoch[45] Iter[150/486] Loss: 0.444, Acc: 0.967, Base Lr: 2.77e-04
2024-05-18 22:55:04 transreid.train INFO: Epoch[45] Iter[160/486] Loss: 0.441, Acc: 0.967, Base Lr: 2.77e-04
2024-05-18 22:55:06 transreid.train INFO: Epoch[45] Iter[170/486] Loss: 0.431, Acc: 0.968, Base Lr: 2.77e-04
2024-05-18 22:55:09 transreid.train INFO: Epoch[45] Iter[180/486] Loss: 0.422, Acc: 0.969, Base Lr: 2.77e-04
2024-05-18 22:55:11 transreid.train INFO: Epoch[45] Iter[190/486] Loss: 0.414, Acc: 0.970, Base Lr: 2.77e-04
2024-05-18 22:55:14 transreid.train INFO: Epoch[45] Iter[200/486] Loss: 0.408, Acc: 0.970, Base Lr: 2.77e-04
2024-05-18 22:55:16 transreid.train INFO: Epoch[45] Iter[210/486] Loss: 0.403, Acc: 0.971, Base Lr: 2.77e-04
2024-05-18 22:55:18 transreid.train INFO: Epoch[45] Iter[220/486] Loss: 0.396, Acc: 0.972, Base Lr: 2.77e-04
2024-05-18 22:55:21 transreid.train INFO: Epoch[45] Iter[230/486] Loss: 0.391, Acc: 0.972, Base Lr: 2.77e-04
2024-05-18 22:55:23 transreid.train INFO: Epoch[45] Iter[240/486] Loss: 0.384, Acc: 0.973, Base Lr: 2.77e-04
2024-05-18 22:55:26 transreid.train INFO: Epoch[45] Iter[250/486] Loss: 0.379, Acc: 0.973, Base Lr: 2.77e-04
2024-05-18 22:55:28 transreid.train INFO: Epoch[45] Iter[260/486] Loss: 0.373, Acc: 0.974, Base Lr: 2.77e-04
2024-05-18 22:55:31 transreid.train INFO: Epoch[45] Iter[270/486] Loss: 0.367, Acc: 0.975, Base Lr: 2.77e-04
2024-05-18 22:55:33 transreid.train INFO: Epoch[45] Iter[280/486] Loss: 0.362, Acc: 0.975, Base Lr: 2.77e-04
2024-05-18 22:55:36 transreid.train INFO: Epoch[45] Iter[290/486] Loss: 0.357, Acc: 0.976, Base Lr: 2.77e-04
2024-05-18 22:55:38 transreid.train INFO: Epoch[45] Iter[300/486] Loss: 0.351, Acc: 0.977, Base Lr: 2.77e-04
2024-05-18 22:55:41 transreid.train INFO: Epoch[45] Iter[310/486] Loss: 0.345, Acc: 0.977, Base Lr: 2.77e-04
2024-05-18 22:55:43 transreid.train INFO: Epoch[45] Iter[320/486] Loss: 0.340, Acc: 0.978, Base Lr: 2.77e-04
2024-05-18 22:55:46 transreid.train INFO: Epoch[45] Iter[330/486] Loss: 0.335, Acc: 0.978, Base Lr: 2.77e-04
2024-05-18 22:55:48 transreid.train INFO: Epoch[45] Iter[340/486] Loss: 0.329, Acc: 0.979, Base Lr: 2.77e-04
2024-05-18 22:55:51 transreid.train INFO: Epoch[45] Iter[350/486] Loss: 0.323, Acc: 0.979, Base Lr: 2.77e-04
2024-05-18 22:55:53 transreid.train INFO: Epoch[45] Iter[360/486] Loss: 0.318, Acc: 0.980, Base Lr: 2.77e-04
2024-05-18 22:55:55 transreid.train INFO: Epoch[45] Iter[370/486] Loss: 0.313, Acc: 0.980, Base Lr: 2.77e-04
2024-05-18 22:55:58 transreid.train INFO: Epoch[45] Iter[380/486] Loss: 0.308, Acc: 0.981, Base Lr: 2.77e-04
2024-05-18 22:56:00 transreid.train INFO: Epoch[45] Iter[390/486] Loss: 0.303, Acc: 0.981, Base Lr: 2.77e-04
2024-05-18 22:56:03 transreid.train INFO: Epoch[45] Iter[400/486] Loss: 0.298, Acc: 0.981, Base Lr: 2.77e-04
2024-05-18 22:56:05 transreid.train INFO: Epoch[45] Iter[410/486] Loss: 0.293, Acc: 0.982, Base Lr: 2.77e-04
2024-05-18 22:56:08 transreid.train INFO: Epoch[45] Iter[420/486] Loss: 0.288, Acc: 0.982, Base Lr: 2.77e-04
2024-05-18 22:56:10 transreid.train INFO: Epoch[45] Iter[430/486] Loss: 0.283, Acc: 0.982, Base Lr: 2.77e-04
2024-05-18 22:56:13 transreid.train INFO: Epoch[45] Iter[440/486] Loss: 0.278, Acc: 0.983, Base Lr: 2.77e-04
2024-05-18 22:56:15 transreid.train INFO: Epoch[45] Iter[450/486] Loss: 0.273, Acc: 0.983, Base Lr: 2.77e-04
2024-05-18 22:56:18 transreid.train INFO: Epoch[45] Iter[460/486] Loss: 0.269, Acc: 0.983, Base Lr: 2.77e-04
2024-05-18 22:56:20 transreid.train INFO: Epoch[45] Iter[470/486] Loss: 0.264, Acc: 0.983, Base Lr: 2.77e-04
2024-05-18 22:56:21 transreid.train INFO: Epoch 45 done. Time per epoch: 119.810[s] Speed: 252.7[samples/s]
2024-05-18 22:56:26 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.603, Acc: 0.936, Base Lr: 2.72e-04
2024-05-18 22:56:29 transreid.train INFO: Epoch[46] Iter[20/486] Loss: 0.528, Acc: 0.953, Base Lr: 2.72e-04
2024-05-18 22:56:31 transreid.train INFO: Epoch[46] Iter[30/486] Loss: 0.504, Acc: 0.954, Base Lr: 2.72e-04
2024-05-18 22:56:34 transreid.train INFO: Epoch[46] Iter[40/486] Loss: 0.502, Acc: 0.957, Base Lr: 2.72e-04
2024-05-18 22:56:36 transreid.train INFO: Epoch[46] Iter[50/486] Loss: 0.480, Acc: 0.960, Base Lr: 2.72e-04
2024-05-18 22:56:39 transreid.train INFO: Epoch[46] Iter[60/486] Loss: 0.458, Acc: 0.964, Base Lr: 2.72e-04
2024-05-18 22:56:41 transreid.train INFO: Epoch[46] Iter[70/486] Loss: 0.443, Acc: 0.965, Base Lr: 2.72e-04
2024-05-18 22:56:44 transreid.train INFO: Epoch[46] Iter[80/486] Loss: 0.434, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:46 transreid.train INFO: Epoch[46] Iter[90/486] Loss: 0.441, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:49 transreid.train INFO: Epoch[46] Iter[100/486] Loss: 0.441, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:51 transreid.train INFO: Epoch[46] Iter[110/486] Loss: 0.436, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:54 transreid.train INFO: Epoch[46] Iter[120/486] Loss: 0.441, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:56 transreid.train INFO: Epoch[46] Iter[130/486] Loss: 0.436, Acc: 0.967, Base Lr: 2.72e-04
2024-05-18 22:56:59 transreid.train INFO: Epoch[46] Iter[140/486] Loss: 0.429, Acc: 0.968, Base Lr: 2.72e-04
2024-05-18 22:57:01 transreid.train INFO: Epoch[46] Iter[150/486] Loss: 0.424, Acc: 0.969, Base Lr: 2.72e-04
2024-05-18 22:57:03 transreid.train INFO: Epoch[46] Iter[160/486] Loss: 0.421, Acc: 0.969, Base Lr: 2.72e-04
2024-05-18 22:57:06 transreid.train INFO: Epoch[46] Iter[170/486] Loss: 0.416, Acc: 0.969, Base Lr: 2.72e-04
2024-05-18 22:57:08 transreid.train INFO: Epoch[46] Iter[180/486] Loss: 0.408, Acc: 0.970, Base Lr: 2.72e-04
2024-05-18 22:57:11 transreid.train INFO: Epoch[46] Iter[190/486] Loss: 0.400, Acc: 0.971, Base Lr: 2.72e-04
2024-05-18 22:57:13 transreid.train INFO: Epoch[46] Iter[200/486] Loss: 0.393, Acc: 0.973, Base Lr: 2.72e-04
2024-05-18 22:57:16 transreid.train INFO: Epoch[46] Iter[210/486] Loss: 0.385, Acc: 0.974, Base Lr: 2.72e-04
2024-05-18 22:57:18 transreid.train INFO: Epoch[46] Iter[220/486] Loss: 0.378, Acc: 0.975, Base Lr: 2.72e-04
2024-05-18 22:57:21 transreid.train INFO: Epoch[46] Iter[230/486] Loss: 0.370, Acc: 0.975, Base Lr: 2.72e-04
2024-05-18 22:57:23 transreid.train INFO: Epoch[46] Iter[240/486] Loss: 0.364, Acc: 0.976, Base Lr: 2.72e-04
2024-05-18 22:57:26 transreid.train INFO: Epoch[46] Iter[250/486] Loss: 0.358, Acc: 0.977, Base Lr: 2.72e-04
2024-05-18 22:57:28 transreid.train INFO: Epoch[46] Iter[260/486] Loss: 0.354, Acc: 0.977, Base Lr: 2.72e-04
2024-05-18 22:57:31 transreid.train INFO: Epoch[46] Iter[270/486] Loss: 0.349, Acc: 0.978, Base Lr: 2.72e-04
2024-05-18 22:57:33 transreid.train INFO: Epoch[46] Iter[280/486] Loss: 0.343, Acc: 0.978, Base Lr: 2.72e-04
2024-05-18 22:57:36 transreid.train INFO: Epoch[46] Iter[290/486] Loss: 0.337, Acc: 0.979, Base Lr: 2.72e-04
2024-05-18 22:57:38 transreid.train INFO: Epoch[46] Iter[300/486] Loss: 0.331, Acc: 0.979, Base Lr: 2.72e-04
2024-05-18 22:57:41 transreid.train INFO: Epoch[46] Iter[310/486] Loss: 0.325, Acc: 0.980, Base Lr: 2.72e-04
2024-05-18 22:57:43 transreid.train INFO: Epoch[46] Iter[320/486] Loss: 0.320, Acc: 0.980, Base Lr: 2.72e-04
2024-05-18 22:57:45 transreid.train INFO: Epoch[46] Iter[330/486] Loss: 0.315, Acc: 0.981, Base Lr: 2.72e-04
2024-05-18 22:57:48 transreid.train INFO: Epoch[46] Iter[340/486] Loss: 0.310, Acc: 0.981, Base Lr: 2.72e-04
2024-05-18 22:57:50 transreid.train INFO: Epoch[46] Iter[350/486] Loss: 0.305, Acc: 0.982, Base Lr: 2.72e-04
2024-05-18 22:57:53 transreid.train INFO: Epoch[46] Iter[360/486] Loss: 0.300, Acc: 0.982, Base Lr: 2.72e-04
2024-05-18 22:57:55 transreid.train INFO: Epoch[46] Iter[370/486] Loss: 0.296, Acc: 0.982, Base Lr: 2.72e-04
2024-05-18 22:57:58 transreid.train INFO: Epoch[46] Iter[380/486] Loss: 0.291, Acc: 0.983, Base Lr: 2.72e-04
2024-05-18 22:58:00 transreid.train INFO: Epoch[46] Iter[390/486] Loss: 0.286, Acc: 0.983, Base Lr: 2.72e-04
2024-05-18 22:58:03 transreid.train INFO: Epoch[46] Iter[400/486] Loss: 0.281, Acc: 0.983, Base Lr: 2.72e-04
2024-05-18 22:58:05 transreid.train INFO: Epoch[46] Iter[410/486] Loss: 0.277, Acc: 0.984, Base Lr: 2.72e-04
2024-05-18 22:58:08 transreid.train INFO: Epoch[46] Iter[420/486] Loss: 0.273, Acc: 0.984, Base Lr: 2.72e-04
2024-05-18 22:58:10 transreid.train INFO: Epoch[46] Iter[430/486] Loss: 0.268, Acc: 0.984, Base Lr: 2.72e-04
2024-05-18 22:58:13 transreid.train INFO: Epoch[46] Iter[440/486] Loss: 0.265, Acc: 0.985, Base Lr: 2.72e-04
2024-05-18 22:58:15 transreid.train INFO: Epoch[46] Iter[450/486] Loss: 0.261, Acc: 0.985, Base Lr: 2.72e-04
2024-05-18 22:58:18 transreid.train INFO: Epoch[46] Iter[460/486] Loss: 0.257, Acc: 0.985, Base Lr: 2.72e-04
2024-05-18 22:58:20 transreid.train INFO: Epoch[46] Iter[470/486] Loss: 0.253, Acc: 0.985, Base Lr: 2.72e-04
2024-05-18 22:58:21 transreid.train INFO: Epoch 46 done. Time per epoch: 120.009[s] Speed: 252.2[samples/s]
2024-05-18 22:58:26 transreid.train INFO: Epoch[47] Iter[10/486] Loss: 0.460, Acc: 0.963, Base Lr: 2.67e-04
2024-05-18 22:58:29 transreid.train INFO: Epoch[47] Iter[20/486] Loss: 0.430, Acc: 0.970, Base Lr: 2.67e-04
2024-05-18 22:58:31 transreid.train INFO: Epoch[47] Iter[30/486] Loss: 0.414, Acc: 0.971, Base Lr: 2.67e-04
2024-05-18 22:58:34 transreid.train INFO: Epoch[47] Iter[40/486] Loss: 0.437, Acc: 0.968, Base Lr: 2.67e-04
2024-05-18 22:58:36 transreid.train INFO: Epoch[47] Iter[50/486] Loss: 0.427, Acc: 0.971, Base Lr: 2.67e-04
2024-05-18 22:58:39 transreid.train INFO: Epoch[47] Iter[60/486] Loss: 0.419, Acc: 0.972, Base Lr: 2.67e-04
2024-05-18 22:58:41 transreid.train INFO: Epoch[47] Iter[70/486] Loss: 0.412, Acc: 0.973, Base Lr: 2.67e-04
2024-05-18 22:58:44 transreid.train INFO: Epoch[47] Iter[80/486] Loss: 0.411, Acc: 0.973, Base Lr: 2.67e-04
2024-05-18 22:58:46 transreid.train INFO: Epoch[47] Iter[90/486] Loss: 0.405, Acc: 0.973, Base Lr: 2.67e-04
2024-05-18 22:58:49 transreid.train INFO: Epoch[47] Iter[100/486] Loss: 0.398, Acc: 0.974, Base Lr: 2.67e-04
2024-05-18 22:58:51 transreid.train INFO: Epoch[47] Iter[110/486] Loss: 0.395, Acc: 0.974, Base Lr: 2.67e-04
2024-05-18 22:58:54 transreid.train INFO: Epoch[47] Iter[120/486] Loss: 0.396, Acc: 0.974, Base Lr: 2.67e-04
2024-05-18 22:58:56 transreid.train INFO: Epoch[47] Iter[130/486] Loss: 0.390, Acc: 0.974, Base Lr: 2.67e-04
2024-05-18 22:58:59 transreid.train INFO: Epoch[47] Iter[140/486] Loss: 0.381, Acc: 0.974, Base Lr: 2.67e-04
2024-05-18 22:59:01 transreid.train INFO: Epoch[47] Iter[150/486] Loss: 0.373, Acc: 0.975, Base Lr: 2.67e-04
2024-05-18 22:59:03 transreid.train INFO: Epoch[47] Iter[160/486] Loss: 0.368, Acc: 0.976, Base Lr: 2.67e-04
2024-05-18 22:59:06 transreid.train INFO: Epoch[47] Iter[170/486] Loss: 0.363, Acc: 0.976, Base Lr: 2.67e-04
2024-05-18 22:59:08 transreid.train INFO: Epoch[47] Iter[180/486] Loss: 0.358, Acc: 0.977, Base Lr: 2.67e-04
2024-05-18 22:59:11 transreid.train INFO: Epoch[47] Iter[190/486] Loss: 0.354, Acc: 0.977, Base Lr: 2.67e-04
2024-05-18 22:59:13 transreid.train INFO: Epoch[47] Iter[200/486] Loss: 0.349, Acc: 0.978, Base Lr: 2.67e-04
2024-05-18 22:59:16 transreid.train INFO: Epoch[47] Iter[210/486] Loss: 0.343, Acc: 0.978, Base Lr: 2.67e-04
2024-05-18 22:59:18 transreid.train INFO: Epoch[47] Iter[220/486] Loss: 0.337, Acc: 0.979, Base Lr: 2.67e-04
2024-05-18 22:59:21 transreid.train INFO: Epoch[47] Iter[230/486] Loss: 0.332, Acc: 0.979, Base Lr: 2.67e-04
2024-05-18 22:59:23 transreid.train INFO: Epoch[47] Iter[240/486] Loss: 0.327, Acc: 0.980, Base Lr: 2.67e-04
2024-05-18 22:59:26 transreid.train INFO: Epoch[47] Iter[250/486] Loss: 0.323, Acc: 0.980, Base Lr: 2.67e-04
2024-05-18 22:59:28 transreid.train INFO: Epoch[47] Iter[260/486] Loss: 0.318, Acc: 0.981, Base Lr: 2.67e-04
2024-05-18 22:59:31 transreid.train INFO: Epoch[47] Iter[270/486] Loss: 0.314, Acc: 0.981, Base Lr: 2.67e-04
2024-05-18 22:59:33 transreid.train INFO: Epoch[47] Iter[280/486] Loss: 0.309, Acc: 0.981, Base Lr: 2.67e-04
2024-05-18 22:59:35 transreid.train INFO: Epoch[47] Iter[290/486] Loss: 0.304, Acc: 0.982, Base Lr: 2.67e-04
2024-05-18 22:59:38 transreid.train INFO: Epoch[47] Iter[300/486] Loss: 0.299, Acc: 0.982, Base Lr: 2.67e-04
2024-05-18 22:59:40 transreid.train INFO: Epoch[47] Iter[310/486] Loss: 0.296, Acc: 0.983, Base Lr: 2.67e-04
2024-05-18 22:59:43 transreid.train INFO: Epoch[47] Iter[320/486] Loss: 0.290, Acc: 0.983, Base Lr: 2.67e-04
2024-05-18 22:59:45 transreid.train INFO: Epoch[47] Iter[330/486] Loss: 0.287, Acc: 0.983, Base Lr: 2.67e-04
2024-05-18 22:59:48 transreid.train INFO: Epoch[47] Iter[340/486] Loss: 0.282, Acc: 0.984, Base Lr: 2.67e-04
2024-05-18 22:59:50 transreid.train INFO: Epoch[47] Iter[350/486] Loss: 0.278, Acc: 0.984, Base Lr: 2.67e-04
2024-05-18 22:59:53 transreid.train INFO: Epoch[47] Iter[360/486] Loss: 0.273, Acc: 0.985, Base Lr: 2.67e-04
2024-05-18 22:59:55 transreid.train INFO: Epoch[47] Iter[370/486] Loss: 0.269, Acc: 0.985, Base Lr: 2.67e-04
2024-05-18 22:59:58 transreid.train INFO: Epoch[47] Iter[380/486] Loss: 0.265, Acc: 0.985, Base Lr: 2.67e-04
2024-05-18 23:00:00 transreid.train INFO: Epoch[47] Iter[390/486] Loss: 0.262, Acc: 0.985, Base Lr: 2.67e-04
2024-05-18 23:00:03 transreid.train INFO: Epoch[47] Iter[400/486] Loss: 0.257, Acc: 0.985, Base Lr: 2.67e-04
2024-05-18 23:00:05 transreid.train INFO: Epoch[47] Iter[410/486] Loss: 0.254, Acc: 0.986, Base Lr: 2.67e-04
2024-05-18 23:00:08 transreid.train INFO: Epoch[47] Iter[420/486] Loss: 0.249, Acc: 0.986, Base Lr: 2.67e-04
2024-05-18 23:00:10 transreid.train INFO: Epoch[47] Iter[430/486] Loss: 0.245, Acc: 0.986, Base Lr: 2.67e-04
2024-05-18 23:00:13 transreid.train INFO: Epoch[47] Iter[440/486] Loss: 0.242, Acc: 0.986, Base Lr: 2.67e-04
2024-05-18 23:00:15 transreid.train INFO: Epoch[47] Iter[450/486] Loss: 0.238, Acc: 0.987, Base Lr: 2.67e-04
2024-05-18 23:00:18 transreid.train INFO: Epoch[47] Iter[460/486] Loss: 0.234, Acc: 0.987, Base Lr: 2.67e-04
2024-05-18 23:00:20 transreid.train INFO: Epoch[47] Iter[470/486] Loss: 0.231, Acc: 0.987, Base Lr: 2.67e-04
2024-05-18 23:00:21 transreid.train INFO: Epoch 47 done. Time per epoch: 119.691[s] Speed: 252.4[samples/s]
2024-05-18 23:00:26 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.454, Acc: 0.955, Base Lr: 2.62e-04
2024-05-18 23:00:29 transreid.train INFO: Epoch[48] Iter[20/486] Loss: 0.445, Acc: 0.955, Base Lr: 2.62e-04
2024-05-18 23:00:31 transreid.train INFO: Epoch[48] Iter[30/486] Loss: 0.445, Acc: 0.954, Base Lr: 2.62e-04
2024-05-18 23:00:34 transreid.train INFO: Epoch[48] Iter[40/486] Loss: 0.424, Acc: 0.958, Base Lr: 2.62e-04
2024-05-18 23:00:36 transreid.train INFO: Epoch[48] Iter[50/486] Loss: 0.421, Acc: 0.962, Base Lr: 2.62e-04
2024-05-18 23:00:39 transreid.train INFO: Epoch[48] Iter[60/486] Loss: 0.420, Acc: 0.962, Base Lr: 2.62e-04
2024-05-18 23:00:41 transreid.train INFO: Epoch[48] Iter[70/486] Loss: 0.411, Acc: 0.965, Base Lr: 2.62e-04
2024-05-18 23:00:44 transreid.train INFO: Epoch[48] Iter[80/486] Loss: 0.404, Acc: 0.967, Base Lr: 2.62e-04
2024-05-18 23:00:46 transreid.train INFO: Epoch[48] Iter[90/486] Loss: 0.390, Acc: 0.969, Base Lr: 2.62e-04
2024-05-18 23:00:48 transreid.train INFO: Epoch[48] Iter[100/486] Loss: 0.375, Acc: 0.972, Base Lr: 2.62e-04
2024-05-18 23:00:51 transreid.train INFO: Epoch[48] Iter[110/486] Loss: 0.371, Acc: 0.972, Base Lr: 2.62e-04
2024-05-18 23:00:53 transreid.train INFO: Epoch[48] Iter[120/486] Loss: 0.366, Acc: 0.973, Base Lr: 2.62e-04
2024-05-18 23:00:56 transreid.train INFO: Epoch[48] Iter[130/486] Loss: 0.360, Acc: 0.974, Base Lr: 2.62e-04
2024-05-18 23:00:58 transreid.train INFO: Epoch[48] Iter[140/486] Loss: 0.353, Acc: 0.975, Base Lr: 2.62e-04
2024-05-18 23:01:01 transreid.train INFO: Epoch[48] Iter[150/486] Loss: 0.351, Acc: 0.976, Base Lr: 2.62e-04
2024-05-18 23:01:03 transreid.train INFO: Epoch[48] Iter[160/486] Loss: 0.347, Acc: 0.976, Base Lr: 2.62e-04
2024-05-18 23:01:06 transreid.train INFO: Epoch[48] Iter[170/486] Loss: 0.346, Acc: 0.976, Base Lr: 2.62e-04
2024-05-18 23:01:08 transreid.train INFO: Epoch[48] Iter[180/486] Loss: 0.342, Acc: 0.976, Base Lr: 2.62e-04
2024-05-18 23:01:11 transreid.train INFO: Epoch[48] Iter[190/486] Loss: 0.337, Acc: 0.977, Base Lr: 2.62e-04
2024-05-18 23:01:13 transreid.train INFO: Epoch[48] Iter[200/486] Loss: 0.332, Acc: 0.978, Base Lr: 2.62e-04
2024-05-18 23:01:16 transreid.train INFO: Epoch[48] Iter[210/486] Loss: 0.327, Acc: 0.979, Base Lr: 2.62e-04
2024-05-18 23:01:18 transreid.train INFO: Epoch[48] Iter[220/486] Loss: 0.324, Acc: 0.979, Base Lr: 2.62e-04
2024-05-18 23:01:20 transreid.train INFO: Epoch[48] Iter[230/486] Loss: 0.319, Acc: 0.980, Base Lr: 2.62e-04
2024-05-18 23:01:23 transreid.train INFO: Epoch[48] Iter[240/486] Loss: 0.315, Acc: 0.980, Base Lr: 2.62e-04
2024-05-18 23:01:25 transreid.train INFO: Epoch[48] Iter[250/486] Loss: 0.310, Acc: 0.981, Base Lr: 2.62e-04
2024-05-18 23:01:28 transreid.train INFO: Epoch[48] Iter[260/486] Loss: 0.305, Acc: 0.981, Base Lr: 2.62e-04
2024-05-18 23:01:30 transreid.train INFO: Epoch[48] Iter[270/486] Loss: 0.300, Acc: 0.981, Base Lr: 2.62e-04
2024-05-18 23:01:33 transreid.train INFO: Epoch[48] Iter[280/486] Loss: 0.295, Acc: 0.982, Base Lr: 2.62e-04
2024-05-18 23:01:35 transreid.train INFO: Epoch[48] Iter[290/486] Loss: 0.290, Acc: 0.982, Base Lr: 2.62e-04
2024-05-18 23:01:38 transreid.train INFO: Epoch[48] Iter[300/486] Loss: 0.284, Acc: 0.983, Base Lr: 2.62e-04
2024-05-18 23:01:40 transreid.train INFO: Epoch[48] Iter[310/486] Loss: 0.280, Acc: 0.983, Base Lr: 2.62e-04
2024-05-18 23:01:43 transreid.train INFO: Epoch[48] Iter[320/486] Loss: 0.276, Acc: 0.984, Base Lr: 2.62e-04
2024-05-18 23:01:45 transreid.train INFO: Epoch[48] Iter[330/486] Loss: 0.272, Acc: 0.984, Base Lr: 2.62e-04
2024-05-18 23:01:48 transreid.train INFO: Epoch[48] Iter[340/486] Loss: 0.266, Acc: 0.985, Base Lr: 2.62e-04
2024-05-18 23:01:50 transreid.train INFO: Epoch[48] Iter[350/486] Loss: 0.263, Acc: 0.985, Base Lr: 2.62e-04
2024-05-18 23:01:53 transreid.train INFO: Epoch[48] Iter[360/486] Loss: 0.258, Acc: 0.985, Base Lr: 2.62e-04
2024-05-18 23:01:55 transreid.train INFO: Epoch[48] Iter[370/486] Loss: 0.254, Acc: 0.986, Base Lr: 2.62e-04
2024-05-18 23:01:57 transreid.train INFO: Epoch[48] Iter[380/486] Loss: 0.249, Acc: 0.986, Base Lr: 2.62e-04
2024-05-18 23:02:00 transreid.train INFO: Epoch[48] Iter[390/486] Loss: 0.246, Acc: 0.986, Base Lr: 2.62e-04
2024-05-18 23:02:02 transreid.train INFO: Epoch[48] Iter[400/486] Loss: 0.242, Acc: 0.986, Base Lr: 2.62e-04
2024-05-18 23:02:05 transreid.train INFO: Epoch[48] Iter[410/486] Loss: 0.239, Acc: 0.986, Base Lr: 2.62e-04
2024-05-18 23:02:07 transreid.train INFO: Epoch[48] Iter[420/486] Loss: 0.235, Acc: 0.987, Base Lr: 2.62e-04
2024-05-18 23:02:10 transreid.train INFO: Epoch[48] Iter[430/486] Loss: 0.231, Acc: 0.987, Base Lr: 2.62e-04
2024-05-18 23:02:12 transreid.train INFO: Epoch[48] Iter[440/486] Loss: 0.228, Acc: 0.987, Base Lr: 2.62e-04
2024-05-18 23:02:15 transreid.train INFO: Epoch[48] Iter[450/486] Loss: 0.225, Acc: 0.987, Base Lr: 2.62e-04
2024-05-18 23:02:17 transreid.train INFO: Epoch[48] Iter[460/486] Loss: 0.222, Acc: 0.987, Base Lr: 2.62e-04
2024-05-18 23:02:20 transreid.train INFO: Epoch[48] Iter[470/486] Loss: 0.218, Acc: 0.988, Base Lr: 2.62e-04
2024-05-18 23:02:20 transreid.train INFO: Epoch 48 done. Time per epoch: 119.193[s] Speed: 252.4[samples/s]
2024-05-18 23:02:25 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.464, Acc: 0.966, Base Lr: 2.57e-04
2024-05-18 23:02:28 transreid.train INFO: Epoch[49] Iter[20/486] Loss: 0.451, Acc: 0.959, Base Lr: 2.57e-04
2024-05-18 23:02:30 transreid.train INFO: Epoch[49] Iter[30/486] Loss: 0.374, Acc: 0.971, Base Lr: 2.57e-04
2024-05-18 23:02:33 transreid.train INFO: Epoch[49] Iter[40/486] Loss: 0.363, Acc: 0.973, Base Lr: 2.57e-04
2024-05-18 23:02:35 transreid.train INFO: Epoch[49] Iter[50/486] Loss: 0.354, Acc: 0.975, Base Lr: 2.57e-04
2024-05-18 23:02:38 transreid.train INFO: Epoch[49] Iter[60/486] Loss: 0.354, Acc: 0.976, Base Lr: 2.57e-04
2024-05-18 23:02:40 transreid.train INFO: Epoch[49] Iter[70/486] Loss: 0.358, Acc: 0.975, Base Lr: 2.57e-04
2024-05-18 23:02:43 transreid.train INFO: Epoch[49] Iter[80/486] Loss: 0.355, Acc: 0.975, Base Lr: 2.57e-04
2024-05-18 23:02:45 transreid.train INFO: Epoch[49] Iter[90/486] Loss: 0.352, Acc: 0.975, Base Lr: 2.57e-04
2024-05-18 23:02:48 transreid.train INFO: Epoch[49] Iter[100/486] Loss: 0.349, Acc: 0.976, Base Lr: 2.57e-04
2024-05-18 23:02:50 transreid.train INFO: Epoch[49] Iter[110/486] Loss: 0.350, Acc: 0.976, Base Lr: 2.57e-04
2024-05-18 23:02:53 transreid.train INFO: Epoch[49] Iter[120/486] Loss: 0.350, Acc: 0.977, Base Lr: 2.57e-04
2024-05-18 23:02:55 transreid.train INFO: Epoch[49] Iter[130/486] Loss: 0.345, Acc: 0.977, Base Lr: 2.57e-04
2024-05-18 23:02:57 transreid.train INFO: Epoch[49] Iter[140/486] Loss: 0.336, Acc: 0.978, Base Lr: 2.57e-04
2024-05-18 23:03:00 transreid.train INFO: Epoch[49] Iter[150/486] Loss: 0.332, Acc: 0.979, Base Lr: 2.57e-04
2024-05-18 23:03:02 transreid.train INFO: Epoch[49] Iter[160/486] Loss: 0.327, Acc: 0.979, Base Lr: 2.57e-04
2024-05-18 23:03:05 transreid.train INFO: Epoch[49] Iter[170/486] Loss: 0.321, Acc: 0.980, Base Lr: 2.57e-04
2024-05-18 23:03:07 transreid.train INFO: Epoch[49] Iter[180/486] Loss: 0.319, Acc: 0.980, Base Lr: 2.57e-04
2024-05-18 23:03:10 transreid.train INFO: Epoch[49] Iter[190/486] Loss: 0.316, Acc: 0.980, Base Lr: 2.57e-04
2024-05-18 23:03:12 transreid.train INFO: Epoch[49] Iter[200/486] Loss: 0.313, Acc: 0.980, Base Lr: 2.57e-04
2024-05-18 23:03:15 transreid.train INFO: Epoch[49] Iter[210/486] Loss: 0.310, Acc: 0.981, Base Lr: 2.57e-04
2024-05-18 23:03:17 transreid.train INFO: Epoch[49] Iter[220/486] Loss: 0.304, Acc: 0.981, Base Lr: 2.57e-04
2024-05-18 23:03:20 transreid.train INFO: Epoch[49] Iter[230/486] Loss: 0.301, Acc: 0.982, Base Lr: 2.57e-04
2024-05-18 23:03:22 transreid.train INFO: Epoch[49] Iter[240/486] Loss: 0.297, Acc: 0.982, Base Lr: 2.57e-04
2024-05-18 23:03:25 transreid.train INFO: Epoch[49] Iter[250/486] Loss: 0.293, Acc: 0.983, Base Lr: 2.57e-04
2024-05-18 23:03:27 transreid.train INFO: Epoch[49] Iter[260/486] Loss: 0.289, Acc: 0.983, Base Lr: 2.57e-04
2024-05-18 23:03:30 transreid.train INFO: Epoch[49] Iter[270/486] Loss: 0.285, Acc: 0.983, Base Lr: 2.57e-04
2024-05-18 23:03:32 transreid.train INFO: Epoch[49] Iter[280/486] Loss: 0.282, Acc: 0.984, Base Lr: 2.57e-04
2024-05-18 23:03:35 transreid.train INFO: Epoch[49] Iter[290/486] Loss: 0.278, Acc: 0.984, Base Lr: 2.57e-04
2024-05-18 23:03:37 transreid.train INFO: Epoch[49] Iter[300/486] Loss: 0.275, Acc: 0.984, Base Lr: 2.57e-04
2024-05-18 23:03:40 transreid.train INFO: Epoch[49] Iter[310/486] Loss: 0.271, Acc: 0.985, Base Lr: 2.57e-04
2024-05-18 23:03:42 transreid.train INFO: Epoch[49] Iter[320/486] Loss: 0.267, Acc: 0.985, Base Lr: 2.57e-04
2024-05-18 23:03:45 transreid.train INFO: Epoch[49] Iter[330/486] Loss: 0.264, Acc: 0.985, Base Lr: 2.57e-04
2024-05-18 23:03:47 transreid.train INFO: Epoch[49] Iter[340/486] Loss: 0.259, Acc: 0.985, Base Lr: 2.57e-04
2024-05-18 23:03:50 transreid.train INFO: Epoch[49] Iter[350/486] Loss: 0.255, Acc: 0.986, Base Lr: 2.57e-04
2024-05-18 23:03:52 transreid.train INFO: Epoch[49] Iter[360/486] Loss: 0.251, Acc: 0.986, Base Lr: 2.57e-04
2024-05-18 23:03:54 transreid.train INFO: Epoch[49] Iter[370/486] Loss: 0.247, Acc: 0.986, Base Lr: 2.57e-04
2024-05-18 23:03:57 transreid.train INFO: Epoch[49] Iter[380/486] Loss: 0.242, Acc: 0.987, Base Lr: 2.57e-04
2024-05-18 23:03:59 transreid.train INFO: Epoch[49] Iter[390/486] Loss: 0.239, Acc: 0.987, Base Lr: 2.57e-04
2024-05-18 23:04:02 transreid.train INFO: Epoch[49] Iter[400/486] Loss: 0.235, Acc: 0.987, Base Lr: 2.57e-04
2024-05-18 23:04:04 transreid.train INFO: Epoch[49] Iter[410/486] Loss: 0.231, Acc: 0.987, Base Lr: 2.57e-04
2024-05-18 23:04:07 transreid.train INFO: Epoch[49] Iter[420/486] Loss: 0.227, Acc: 0.988, Base Lr: 2.57e-04
2024-05-18 23:04:09 transreid.train INFO: Epoch[49] Iter[430/486] Loss: 0.224, Acc: 0.988, Base Lr: 2.57e-04
2024-05-18 23:04:12 transreid.train INFO: Epoch[49] Iter[440/486] Loss: 0.220, Acc: 0.988, Base Lr: 2.57e-04
2024-05-18 23:04:14 transreid.train INFO: Epoch[49] Iter[450/486] Loss: 0.217, Acc: 0.988, Base Lr: 2.57e-04
2024-05-18 23:04:17 transreid.train INFO: Epoch[49] Iter[460/486] Loss: 0.213, Acc: 0.989, Base Lr: 2.57e-04
2024-05-18 23:04:19 transreid.train INFO: Epoch[49] Iter[470/486] Loss: 0.210, Acc: 0.989, Base Lr: 2.57e-04
2024-05-18 23:04:20 transreid.train INFO: Epoch 49 done. Time per epoch: 120.390[s] Speed: 251.4[samples/s]
2024-05-18 23:04:26 transreid.train INFO: Epoch[50] Iter[10/486] Loss: 0.433, Acc: 0.961, Base Lr: 2.52e-04
2024-05-18 23:04:28 transreid.train INFO: Epoch[50] Iter[20/486] Loss: 0.419, Acc: 0.966, Base Lr: 2.52e-04
2024-05-18 23:04:31 transreid.train INFO: Epoch[50] Iter[30/486] Loss: 0.383, Acc: 0.969, Base Lr: 2.52e-04
2024-05-18 23:04:33 transreid.train INFO: Epoch[50] Iter[40/486] Loss: 0.379, Acc: 0.968, Base Lr: 2.52e-04
2024-05-18 23:04:36 transreid.train INFO: Epoch[50] Iter[50/486] Loss: 0.378, Acc: 0.969, Base Lr: 2.52e-04
2024-05-18 23:04:38 transreid.train INFO: Epoch[50] Iter[60/486] Loss: 0.378, Acc: 0.971, Base Lr: 2.52e-04
2024-05-18 23:04:41 transreid.train INFO: Epoch[50] Iter[70/486] Loss: 0.376, Acc: 0.972, Base Lr: 2.52e-04
2024-05-18 23:04:43 transreid.train INFO: Epoch[50] Iter[80/486] Loss: 0.363, Acc: 0.975, Base Lr: 2.52e-04
2024-05-18 23:04:46 transreid.train INFO: Epoch[50] Iter[90/486] Loss: 0.352, Acc: 0.976, Base Lr: 2.52e-04
2024-05-18 23:04:48 transreid.train INFO: Epoch[50] Iter[100/486] Loss: 0.351, Acc: 0.976, Base Lr: 2.52e-04
2024-05-18 23:04:51 transreid.train INFO: Epoch[50] Iter[110/486] Loss: 0.347, Acc: 0.977, Base Lr: 2.52e-04
2024-05-18 23:04:53 transreid.train INFO: Epoch[50] Iter[120/486] Loss: 0.345, Acc: 0.977, Base Lr: 2.52e-04
2024-05-18 23:04:56 transreid.train INFO: Epoch[50] Iter[130/486] Loss: 0.338, Acc: 0.978, Base Lr: 2.52e-04
2024-05-18 23:04:58 transreid.train INFO: Epoch[50] Iter[140/486] Loss: 0.333, Acc: 0.978, Base Lr: 2.52e-04
2024-05-18 23:05:01 transreid.train INFO: Epoch[50] Iter[150/486] Loss: 0.327, Acc: 0.979, Base Lr: 2.52e-04
2024-05-18 23:05:03 transreid.train INFO: Epoch[50] Iter[160/486] Loss: 0.320, Acc: 0.980, Base Lr: 2.52e-04
2024-05-18 23:05:06 transreid.train INFO: Epoch[50] Iter[170/486] Loss: 0.317, Acc: 0.980, Base Lr: 2.52e-04
2024-05-18 23:05:08 transreid.train INFO: Epoch[50] Iter[180/486] Loss: 0.312, Acc: 0.981, Base Lr: 2.52e-04
2024-05-18 23:05:10 transreid.train INFO: Epoch[50] Iter[190/486] Loss: 0.307, Acc: 0.981, Base Lr: 2.52e-04
2024-05-18 23:05:13 transreid.train INFO: Epoch[50] Iter[200/486] Loss: 0.303, Acc: 0.982, Base Lr: 2.52e-04
2024-05-18 23:05:15 transreid.train INFO: Epoch[50] Iter[210/486] Loss: 0.299, Acc: 0.982, Base Lr: 2.52e-04
2024-05-18 23:05:18 transreid.train INFO: Epoch[50] Iter[220/486] Loss: 0.295, Acc: 0.983, Base Lr: 2.52e-04
2024-05-18 23:05:20 transreid.train INFO: Epoch[50] Iter[230/486] Loss: 0.291, Acc: 0.983, Base Lr: 2.52e-04
2024-05-18 23:05:23 transreid.train INFO: Epoch[50] Iter[240/486] Loss: 0.287, Acc: 0.983, Base Lr: 2.52e-04
2024-05-18 23:05:25 transreid.train INFO: Epoch[50] Iter[250/486] Loss: 0.283, Acc: 0.984, Base Lr: 2.52e-04
2024-05-18 23:05:28 transreid.train INFO: Epoch[50] Iter[260/486] Loss: 0.280, Acc: 0.984, Base Lr: 2.52e-04
2024-05-18 23:05:30 transreid.train INFO: Epoch[50] Iter[270/486] Loss: 0.278, Acc: 0.985, Base Lr: 2.52e-04
2024-05-18 23:05:33 transreid.train INFO: Epoch[50] Iter[280/486] Loss: 0.273, Acc: 0.985, Base Lr: 2.52e-04
2024-05-18 23:05:35 transreid.train INFO: Epoch[50] Iter[290/486] Loss: 0.269, Acc: 0.986, Base Lr: 2.52e-04
2024-05-18 23:05:38 transreid.train INFO: Epoch[50] Iter[300/486] Loss: 0.265, Acc: 0.986, Base Lr: 2.52e-04
2024-05-18 23:05:40 transreid.train INFO: Epoch[50] Iter[310/486] Loss: 0.260, Acc: 0.986, Base Lr: 2.52e-04
2024-05-18 23:05:43 transreid.train INFO: Epoch[50] Iter[320/486] Loss: 0.257, Acc: 0.986, Base Lr: 2.52e-04
2024-05-18 23:05:45 transreid.train INFO: Epoch[50] Iter[330/486] Loss: 0.253, Acc: 0.987, Base Lr: 2.52e-04
2024-05-18 23:05:48 transreid.train INFO: Epoch[50] Iter[340/486] Loss: 0.249, Acc: 0.987, Base Lr: 2.52e-04
2024-05-18 23:05:50 transreid.train INFO: Epoch[50] Iter[350/486] Loss: 0.245, Acc: 0.987, Base Lr: 2.52e-04
2024-05-18 23:05:53 transreid.train INFO: Epoch[50] Iter[360/486] Loss: 0.242, Acc: 0.987, Base Lr: 2.52e-04
2024-05-18 23:05:55 transreid.train INFO: Epoch[50] Iter[370/486] Loss: 0.238, Acc: 0.988, Base Lr: 2.52e-04
2024-05-18 23:05:58 transreid.train INFO: Epoch[50] Iter[380/486] Loss: 0.234, Acc: 0.988, Base Lr: 2.52e-04
2024-05-18 23:06:00 transreid.train INFO: Epoch[50] Iter[390/486] Loss: 0.229, Acc: 0.988, Base Lr: 2.52e-04
2024-05-18 23:06:02 transreid.train INFO: Epoch[50] Iter[400/486] Loss: 0.227, Acc: 0.988, Base Lr: 2.52e-04
2024-05-18 23:06:05 transreid.train INFO: Epoch[50] Iter[410/486] Loss: 0.223, Acc: 0.988, Base Lr: 2.52e-04
2024-05-18 23:06:07 transreid.train INFO: Epoch[50] Iter[420/486] Loss: 0.220, Acc: 0.989, Base Lr: 2.52e-04
2024-05-18 23:06:10 transreid.train INFO: Epoch[50] Iter[430/486] Loss: 0.217, Acc: 0.989, Base Lr: 2.52e-04
2024-05-18 23:06:12 transreid.train INFO: Epoch[50] Iter[440/486] Loss: 0.214, Acc: 0.989, Base Lr: 2.52e-04
2024-05-18 23:06:15 transreid.train INFO: Epoch[50] Iter[450/486] Loss: 0.210, Acc: 0.989, Base Lr: 2.52e-04
2024-05-18 23:06:17 transreid.train INFO: Epoch[50] Iter[460/486] Loss: 0.207, Acc: 0.989, Base Lr: 2.52e-04
2024-05-18 23:06:20 transreid.train INFO: Epoch[50] Iter[470/486] Loss: 0.203, Acc: 0.990, Base Lr: 2.52e-04
2024-05-18 23:06:21 transreid.train INFO: Epoch 50 done. Time per epoch: 120.503[s] Speed: 251.2[samples/s]
2024-05-18 23:06:26 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.374, Acc: 0.964, Base Lr: 2.47e-04
2024-05-18 23:06:29 transreid.train INFO: Epoch[51] Iter[20/486] Loss: 0.346, Acc: 0.976, Base Lr: 2.47e-04
2024-05-18 23:06:31 transreid.train INFO: Epoch[51] Iter[30/486] Loss: 0.342, Acc: 0.974, Base Lr: 2.47e-04
2024-05-18 23:06:34 transreid.train INFO: Epoch[51] Iter[40/486] Loss: 0.341, Acc: 0.976, Base Lr: 2.47e-04
2024-05-18 23:06:36 transreid.train INFO: Epoch[51] Iter[50/486] Loss: 0.333, Acc: 0.979, Base Lr: 2.47e-04
2024-05-18 23:06:39 transreid.train INFO: Epoch[51] Iter[60/486] Loss: 0.330, Acc: 0.978, Base Lr: 2.47e-04
2024-05-18 23:06:41 transreid.train INFO: Epoch[51] Iter[70/486] Loss: 0.339, Acc: 0.977, Base Lr: 2.47e-04
2024-05-18 23:06:44 transreid.train INFO: Epoch[51] Iter[80/486] Loss: 0.341, Acc: 0.975, Base Lr: 2.47e-04
2024-05-18 23:06:46 transreid.train INFO: Epoch[51] Iter[90/486] Loss: 0.333, Acc: 0.978, Base Lr: 2.47e-04
2024-05-18 23:06:49 transreid.train INFO: Epoch[51] Iter[100/486] Loss: 0.323, Acc: 0.979, Base Lr: 2.47e-04
2024-05-18 23:06:51 transreid.train INFO: Epoch[51] Iter[110/486] Loss: 0.315, Acc: 0.981, Base Lr: 2.47e-04
2024-05-18 23:06:54 transreid.train INFO: Epoch[51] Iter[120/486] Loss: 0.306, Acc: 0.982, Base Lr: 2.47e-04
2024-05-18 23:06:56 transreid.train INFO: Epoch[51] Iter[130/486] Loss: 0.301, Acc: 0.983, Base Lr: 2.47e-04
2024-05-18 23:06:59 transreid.train INFO: Epoch[51] Iter[140/486] Loss: 0.297, Acc: 0.984, Base Lr: 2.47e-04
2024-05-18 23:07:01 transreid.train INFO: Epoch[51] Iter[150/486] Loss: 0.291, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:03 transreid.train INFO: Epoch[51] Iter[160/486] Loss: 0.289, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:06 transreid.train INFO: Epoch[51] Iter[170/486] Loss: 0.289, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:08 transreid.train INFO: Epoch[51] Iter[180/486] Loss: 0.286, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:11 transreid.train INFO: Epoch[51] Iter[190/486] Loss: 0.286, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:13 transreid.train INFO: Epoch[51] Iter[200/486] Loss: 0.285, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:16 transreid.train INFO: Epoch[51] Iter[210/486] Loss: 0.285, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:18 transreid.train INFO: Epoch[51] Iter[220/486] Loss: 0.283, Acc: 0.985, Base Lr: 2.47e-04
2024-05-18 23:07:21 transreid.train INFO: Epoch[51] Iter[230/486] Loss: 0.279, Acc: 0.986, Base Lr: 2.47e-04
2024-05-18 23:07:23 transreid.train INFO: Epoch[51] Iter[240/486] Loss: 0.275, Acc: 0.986, Base Lr: 2.47e-04
2024-05-18 23:07:26 transreid.train INFO: Epoch[51] Iter[250/486] Loss: 0.270, Acc: 0.986, Base Lr: 2.47e-04
2024-05-18 23:07:28 transreid.train INFO: Epoch[51] Iter[260/486] Loss: 0.267, Acc: 0.986, Base Lr: 2.47e-04
2024-05-18 23:07:31 transreid.train INFO: Epoch[51] Iter[270/486] Loss: 0.263, Acc: 0.987, Base Lr: 2.47e-04
2024-05-18 23:07:33 transreid.train INFO: Epoch[51] Iter[280/486] Loss: 0.259, Acc: 0.987, Base Lr: 2.47e-04
2024-05-18 23:07:36 transreid.train INFO: Epoch[51] Iter[290/486] Loss: 0.255, Acc: 0.987, Base Lr: 2.47e-04
2024-05-18 23:07:38 transreid.train INFO: Epoch[51] Iter[300/486] Loss: 0.250, Acc: 0.988, Base Lr: 2.47e-04
2024-05-18 23:07:41 transreid.train INFO: Epoch[51] Iter[310/486] Loss: 0.247, Acc: 0.988, Base Lr: 2.47e-04
2024-05-18 23:07:43 transreid.train INFO: Epoch[51] Iter[320/486] Loss: 0.243, Acc: 0.988, Base Lr: 2.47e-04
2024-05-18 23:07:46 transreid.train INFO: Epoch[51] Iter[330/486] Loss: 0.240, Acc: 0.988, Base Lr: 2.47e-04
2024-05-18 23:07:48 transreid.train INFO: Epoch[51] Iter[340/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:07:51 transreid.train INFO: Epoch[51] Iter[350/486] Loss: 0.233, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:07:53 transreid.train INFO: Epoch[51] Iter[360/486] Loss: 0.229, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:07:56 transreid.train INFO: Epoch[51] Iter[370/486] Loss: 0.226, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:07:58 transreid.train INFO: Epoch[51] Iter[380/486] Loss: 0.223, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:08:00 transreid.train INFO: Epoch[51] Iter[390/486] Loss: 0.220, Acc: 0.989, Base Lr: 2.47e-04
2024-05-18 23:08:03 transreid.train INFO: Epoch[51] Iter[400/486] Loss: 0.217, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:05 transreid.train INFO: Epoch[51] Iter[410/486] Loss: 0.214, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:08 transreid.train INFO: Epoch[51] Iter[420/486] Loss: 0.210, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:10 transreid.train INFO: Epoch[51] Iter[430/486] Loss: 0.207, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:13 transreid.train INFO: Epoch[51] Iter[440/486] Loss: 0.204, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:15 transreid.train INFO: Epoch[51] Iter[450/486] Loss: 0.200, Acc: 0.990, Base Lr: 2.47e-04
2024-05-18 23:08:18 transreid.train INFO: Epoch[51] Iter[460/486] Loss: 0.196, Acc: 0.991, Base Lr: 2.47e-04
2024-05-18 23:08:20 transreid.train INFO: Epoch[51] Iter[470/486] Loss: 0.193, Acc: 0.991, Base Lr: 2.47e-04
2024-05-18 23:08:22 transreid.train INFO: Epoch 51 done. Time per epoch: 121.521[s] Speed: 251.2[samples/s]
2024-05-18 23:08:28 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.341, Acc: 0.973, Base Lr: 2.42e-04
2024-05-18 23:08:30 transreid.train INFO: Epoch[52] Iter[20/486] Loss: 0.336, Acc: 0.974, Base Lr: 2.42e-04
2024-05-18 23:08:33 transreid.train INFO: Epoch[52] Iter[30/486] Loss: 0.344, Acc: 0.975, Base Lr: 2.42e-04
2024-05-18 23:08:35 transreid.train INFO: Epoch[52] Iter[40/486] Loss: 0.340, Acc: 0.975, Base Lr: 2.42e-04
2024-05-18 23:08:38 transreid.train INFO: Epoch[52] Iter[50/486] Loss: 0.342, Acc: 0.974, Base Lr: 2.42e-04
2024-05-18 23:08:40 transreid.train INFO: Epoch[52] Iter[60/486] Loss: 0.328, Acc: 0.977, Base Lr: 2.42e-04
2024-05-18 23:08:43 transreid.train INFO: Epoch[52] Iter[70/486] Loss: 0.322, Acc: 0.978, Base Lr: 2.42e-04
2024-05-18 23:08:45 transreid.train INFO: Epoch[52] Iter[80/486] Loss: 0.323, Acc: 0.978, Base Lr: 2.42e-04
2024-05-18 23:08:48 transreid.train INFO: Epoch[52] Iter[90/486] Loss: 0.316, Acc: 0.979, Base Lr: 2.42e-04
2024-05-18 23:08:50 transreid.train INFO: Epoch[52] Iter[100/486] Loss: 0.313, Acc: 0.979, Base Lr: 2.42e-04
2024-05-18 23:08:53 transreid.train INFO: Epoch[52] Iter[110/486] Loss: 0.316, Acc: 0.979, Base Lr: 2.42e-04
2024-05-18 23:08:55 transreid.train INFO: Epoch[52] Iter[120/486] Loss: 0.311, Acc: 0.980, Base Lr: 2.42e-04
2024-05-18 23:08:57 transreid.train INFO: Epoch[52] Iter[130/486] Loss: 0.305, Acc: 0.981, Base Lr: 2.42e-04
2024-05-18 23:09:00 transreid.train INFO: Epoch[52] Iter[140/486] Loss: 0.300, Acc: 0.982, Base Lr: 2.42e-04
2024-05-18 23:09:02 transreid.train INFO: Epoch[52] Iter[150/486] Loss: 0.294, Acc: 0.982, Base Lr: 2.42e-04
2024-05-18 23:09:05 transreid.train INFO: Epoch[52] Iter[160/486] Loss: 0.287, Acc: 0.983, Base Lr: 2.42e-04
2024-05-18 23:09:07 transreid.train INFO: Epoch[52] Iter[170/486] Loss: 0.281, Acc: 0.983, Base Lr: 2.42e-04
2024-05-18 23:09:10 transreid.train INFO: Epoch[52] Iter[180/486] Loss: 0.275, Acc: 0.984, Base Lr: 2.42e-04
2024-05-18 23:09:12 transreid.train INFO: Epoch[52] Iter[190/486] Loss: 0.274, Acc: 0.985, Base Lr: 2.42e-04
2024-05-18 23:09:15 transreid.train INFO: Epoch[52] Iter[200/486] Loss: 0.269, Acc: 0.985, Base Lr: 2.42e-04
2024-05-18 23:09:17 transreid.train INFO: Epoch[52] Iter[210/486] Loss: 0.263, Acc: 0.986, Base Lr: 2.42e-04
2024-05-18 23:09:20 transreid.train INFO: Epoch[52] Iter[220/486] Loss: 0.258, Acc: 0.986, Base Lr: 2.42e-04
2024-05-18 23:09:22 transreid.train INFO: Epoch[52] Iter[230/486] Loss: 0.253, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:25 transreid.train INFO: Epoch[52] Iter[240/486] Loss: 0.250, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:27 transreid.train INFO: Epoch[52] Iter[250/486] Loss: 0.246, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:30 transreid.train INFO: Epoch[52] Iter[260/486] Loss: 0.243, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:32 transreid.train INFO: Epoch[52] Iter[270/486] Loss: 0.240, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:34 transreid.train INFO: Epoch[52] Iter[280/486] Loss: 0.237, Acc: 0.987, Base Lr: 2.42e-04
2024-05-18 23:09:37 transreid.train INFO: Epoch[52] Iter[290/486] Loss: 0.233, Acc: 0.988, Base Lr: 2.42e-04
2024-05-18 23:09:39 transreid.train INFO: Epoch[52] Iter[300/486] Loss: 0.229, Acc: 0.988, Base Lr: 2.42e-04
2024-05-18 23:09:42 transreid.train INFO: Epoch[52] Iter[310/486] Loss: 0.225, Acc: 0.988, Base Lr: 2.42e-04
2024-05-18 23:09:44 transreid.train INFO: Epoch[52] Iter[320/486] Loss: 0.222, Acc: 0.988, Base Lr: 2.42e-04
2024-05-18 23:09:47 transreid.train INFO: Epoch[52] Iter[330/486] Loss: 0.219, Acc: 0.989, Base Lr: 2.42e-04
2024-05-18 23:09:49 transreid.train INFO: Epoch[52] Iter[340/486] Loss: 0.216, Acc: 0.989, Base Lr: 2.42e-04
2024-05-18 23:09:52 transreid.train INFO: Epoch[52] Iter[350/486] Loss: 0.213, Acc: 0.989, Base Lr: 2.42e-04
2024-05-18 23:09:54 transreid.train INFO: Epoch[52] Iter[360/486] Loss: 0.209, Acc: 0.989, Base Lr: 2.42e-04
2024-05-18 23:09:57 transreid.train INFO: Epoch[52] Iter[370/486] Loss: 0.206, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:09:59 transreid.train INFO: Epoch[52] Iter[380/486] Loss: 0.202, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:10:02 transreid.train INFO: Epoch[52] Iter[390/486] Loss: 0.199, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:10:04 transreid.train INFO: Epoch[52] Iter[400/486] Loss: 0.197, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:10:07 transreid.train INFO: Epoch[52] Iter[410/486] Loss: 0.193, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:10:09 transreid.train INFO: Epoch[52] Iter[420/486] Loss: 0.190, Acc: 0.990, Base Lr: 2.42e-04
2024-05-18 23:10:12 transreid.train INFO: Epoch[52] Iter[430/486] Loss: 0.187, Acc: 0.991, Base Lr: 2.42e-04
2024-05-18 23:10:14 transreid.train INFO: Epoch[52] Iter[440/486] Loss: 0.184, Acc: 0.991, Base Lr: 2.42e-04
2024-05-18 23:10:17 transreid.train INFO: Epoch[52] Iter[450/486] Loss: 0.181, Acc: 0.991, Base Lr: 2.42e-04
2024-05-18 23:10:19 transreid.train INFO: Epoch[52] Iter[460/486] Loss: 0.178, Acc: 0.991, Base Lr: 2.42e-04
2024-05-18 23:10:21 transreid.train INFO: Epoch[52] Iter[470/486] Loss: 0.175, Acc: 0.991, Base Lr: 2.42e-04
2024-05-18 23:10:23 transreid.train INFO: Epoch 52 done. Time per epoch: 120.605[s] Speed: 252.1[samples/s]
2024-05-18 23:10:28 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 0.408, Acc: 0.975, Base Lr: 2.37e-04
2024-05-18 23:10:31 transreid.train INFO: Epoch[53] Iter[20/486] Loss: 0.364, Acc: 0.978, Base Lr: 2.37e-04
2024-05-18 23:10:33 transreid.train INFO: Epoch[53] Iter[30/486] Loss: 0.344, Acc: 0.979, Base Lr: 2.37e-04
2024-05-18 23:10:36 transreid.train INFO: Epoch[53] Iter[40/486] Loss: 0.329, Acc: 0.982, Base Lr: 2.37e-04
2024-05-18 23:10:38 transreid.train INFO: Epoch[53] Iter[50/486] Loss: 0.340, Acc: 0.980, Base Lr: 2.37e-04
2024-05-18 23:10:41 transreid.train INFO: Epoch[53] Iter[60/486] Loss: 0.326, Acc: 0.982, Base Lr: 2.37e-04
2024-05-18 23:10:43 transreid.train INFO: Epoch[53] Iter[70/486] Loss: 0.323, Acc: 0.981, Base Lr: 2.37e-04
2024-05-18 23:10:46 transreid.train INFO: Epoch[53] Iter[80/486] Loss: 0.313, Acc: 0.983, Base Lr: 2.37e-04
2024-05-18 23:10:48 transreid.train INFO: Epoch[53] Iter[90/486] Loss: 0.308, Acc: 0.983, Base Lr: 2.37e-04
2024-05-18 23:10:51 transreid.train INFO: Epoch[53] Iter[100/486] Loss: 0.300, Acc: 0.984, Base Lr: 2.37e-04
2024-05-18 23:10:53 transreid.train INFO: Epoch[53] Iter[110/486] Loss: 0.294, Acc: 0.985, Base Lr: 2.37e-04
2024-05-18 23:10:56 transreid.train INFO: Epoch[53] Iter[120/486] Loss: 0.288, Acc: 0.986, Base Lr: 2.37e-04
2024-05-18 23:10:58 transreid.train INFO: Epoch[53] Iter[130/486] Loss: 0.281, Acc: 0.986, Base Lr: 2.37e-04
2024-05-18 23:11:01 transreid.train INFO: Epoch[53] Iter[140/486] Loss: 0.277, Acc: 0.986, Base Lr: 2.37e-04
2024-05-18 23:11:03 transreid.train INFO: Epoch[53] Iter[150/486] Loss: 0.270, Acc: 0.987, Base Lr: 2.37e-04
2024-05-18 23:11:05 transreid.train INFO: Epoch[53] Iter[160/486] Loss: 0.268, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:08 transreid.train INFO: Epoch[53] Iter[170/486] Loss: 0.265, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:10 transreid.train INFO: Epoch[53] Iter[180/486] Loss: 0.261, Acc: 0.987, Base Lr: 2.37e-04
2024-05-18 23:11:13 transreid.train INFO: Epoch[53] Iter[190/486] Loss: 0.258, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:15 transreid.train INFO: Epoch[53] Iter[200/486] Loss: 0.255, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:18 transreid.train INFO: Epoch[53] Iter[210/486] Loss: 0.252, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:20 transreid.train INFO: Epoch[53] Iter[220/486] Loss: 0.249, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:23 transreid.train INFO: Epoch[53] Iter[230/486] Loss: 0.245, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:25 transreid.train INFO: Epoch[53] Iter[240/486] Loss: 0.242, Acc: 0.988, Base Lr: 2.37e-04
2024-05-18 23:11:28 transreid.train INFO: Epoch[53] Iter[250/486] Loss: 0.239, Acc: 0.989, Base Lr: 2.37e-04
2024-05-18 23:11:30 transreid.train INFO: Epoch[53] Iter[260/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.37e-04
2024-05-18 23:11:33 transreid.train INFO: Epoch[53] Iter[270/486] Loss: 0.232, Acc: 0.989, Base Lr: 2.37e-04
2024-05-18 23:11:35 transreid.train INFO: Epoch[53] Iter[280/486] Loss: 0.228, Acc: 0.989, Base Lr: 2.37e-04
2024-05-18 23:11:38 transreid.train INFO: Epoch[53] Iter[290/486] Loss: 0.225, Acc: 0.990, Base Lr: 2.37e-04
2024-05-18 23:11:40 transreid.train INFO: Epoch[53] Iter[300/486] Loss: 0.222, Acc: 0.990, Base Lr: 2.37e-04
2024-05-18 23:11:43 transreid.train INFO: Epoch[53] Iter[310/486] Loss: 0.218, Acc: 0.990, Base Lr: 2.37e-04
2024-05-18 23:11:45 transreid.train INFO: Epoch[53] Iter[320/486] Loss: 0.215, Acc: 0.990, Base Lr: 2.37e-04
2024-05-18 23:11:48 transreid.train INFO: Epoch[53] Iter[330/486] Loss: 0.211, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:11:50 transreid.train INFO: Epoch[53] Iter[340/486] Loss: 0.207, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:11:53 transreid.train INFO: Epoch[53] Iter[350/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:11:55 transreid.train INFO: Epoch[53] Iter[360/486] Loss: 0.202, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:11:57 transreid.train INFO: Epoch[53] Iter[370/486] Loss: 0.199, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:12:00 transreid.train INFO: Epoch[53] Iter[380/486] Loss: 0.196, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:12:02 transreid.train INFO: Epoch[53] Iter[390/486] Loss: 0.193, Acc: 0.991, Base Lr: 2.37e-04
2024-05-18 23:12:05 transreid.train INFO: Epoch[53] Iter[400/486] Loss: 0.190, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:07 transreid.train INFO: Epoch[53] Iter[410/486] Loss: 0.187, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:10 transreid.train INFO: Epoch[53] Iter[420/486] Loss: 0.184, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:12 transreid.train INFO: Epoch[53] Iter[430/486] Loss: 0.181, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:15 transreid.train INFO: Epoch[53] Iter[440/486] Loss: 0.178, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:17 transreid.train INFO: Epoch[53] Iter[450/486] Loss: 0.175, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:20 transreid.train INFO: Epoch[53] Iter[460/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:22 transreid.train INFO: Epoch[53] Iter[470/486] Loss: 0.171, Acc: 0.992, Base Lr: 2.37e-04
2024-05-18 23:12:24 transreid.train INFO: Epoch 53 done. Time per epoch: 120.488[s] Speed: 251.8[samples/s]
2024-05-18 23:12:29 transreid.train INFO: Epoch[54] Iter[10/486] Loss: 0.383, Acc: 0.972, Base Lr: 2.32e-04
2024-05-18 23:12:31 transreid.train INFO: Epoch[54] Iter[20/486] Loss: 0.346, Acc: 0.976, Base Lr: 2.32e-04
2024-05-18 23:12:34 transreid.train INFO: Epoch[54] Iter[30/486] Loss: 0.370, Acc: 0.969, Base Lr: 2.32e-04
2024-05-18 23:12:36 transreid.train INFO: Epoch[54] Iter[40/486] Loss: 0.357, Acc: 0.975, Base Lr: 2.32e-04
2024-05-18 23:12:39 transreid.train INFO: Epoch[54] Iter[50/486] Loss: 0.331, Acc: 0.978, Base Lr: 2.32e-04
2024-05-18 23:12:41 transreid.train INFO: Epoch[54] Iter[60/486] Loss: 0.317, Acc: 0.980, Base Lr: 2.32e-04
2024-05-18 23:12:44 transreid.train INFO: Epoch[54] Iter[70/486] Loss: 0.312, Acc: 0.982, Base Lr: 2.32e-04
2024-05-18 23:12:46 transreid.train INFO: Epoch[54] Iter[80/486] Loss: 0.306, Acc: 0.982, Base Lr: 2.32e-04
2024-05-18 23:12:49 transreid.train INFO: Epoch[54] Iter[90/486] Loss: 0.302, Acc: 0.982, Base Lr: 2.32e-04
2024-05-18 23:12:51 transreid.train INFO: Epoch[54] Iter[100/486] Loss: 0.295, Acc: 0.983, Base Lr: 2.32e-04
2024-05-18 23:12:54 transreid.train INFO: Epoch[54] Iter[110/486] Loss: 0.288, Acc: 0.984, Base Lr: 2.32e-04
2024-05-18 23:12:56 transreid.train INFO: Epoch[54] Iter[120/486] Loss: 0.282, Acc: 0.985, Base Lr: 2.32e-04
2024-05-18 23:12:59 transreid.train INFO: Epoch[54] Iter[130/486] Loss: 0.278, Acc: 0.985, Base Lr: 2.32e-04
2024-05-18 23:13:01 transreid.train INFO: Epoch[54] Iter[140/486] Loss: 0.272, Acc: 0.985, Base Lr: 2.32e-04
2024-05-18 23:13:03 transreid.train INFO: Epoch[54] Iter[150/486] Loss: 0.267, Acc: 0.986, Base Lr: 2.32e-04
2024-05-18 23:13:06 transreid.train INFO: Epoch[54] Iter[160/486] Loss: 0.264, Acc: 0.987, Base Lr: 2.32e-04
2024-05-18 23:13:08 transreid.train INFO: Epoch[54] Iter[170/486] Loss: 0.259, Acc: 0.987, Base Lr: 2.32e-04
2024-05-18 23:13:11 transreid.train INFO: Epoch[54] Iter[180/486] Loss: 0.258, Acc: 0.987, Base Lr: 2.32e-04
2024-05-18 23:13:13 transreid.train INFO: Epoch[54] Iter[190/486] Loss: 0.254, Acc: 0.988, Base Lr: 2.32e-04
2024-05-18 23:13:16 transreid.train INFO: Epoch[54] Iter[200/486] Loss: 0.250, Acc: 0.988, Base Lr: 2.32e-04
2024-05-18 23:13:18 transreid.train INFO: Epoch[54] Iter[210/486] Loss: 0.247, Acc: 0.988, Base Lr: 2.32e-04
2024-05-18 23:13:21 transreid.train INFO: Epoch[54] Iter[220/486] Loss: 0.244, Acc: 0.989, Base Lr: 2.32e-04
2024-05-18 23:13:23 transreid.train INFO: Epoch[54] Iter[230/486] Loss: 0.239, Acc: 0.989, Base Lr: 2.32e-04
2024-05-18 23:13:26 transreid.train INFO: Epoch[54] Iter[240/486] Loss: 0.235, Acc: 0.989, Base Lr: 2.32e-04
2024-05-18 23:13:28 transreid.train INFO: Epoch[54] Iter[250/486] Loss: 0.230, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:31 transreid.train INFO: Epoch[54] Iter[260/486] Loss: 0.226, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:33 transreid.train INFO: Epoch[54] Iter[270/486] Loss: 0.223, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:36 transreid.train INFO: Epoch[54] Iter[280/486] Loss: 0.219, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:38 transreid.train INFO: Epoch[54] Iter[290/486] Loss: 0.215, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:41 transreid.train INFO: Epoch[54] Iter[300/486] Loss: 0.213, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:43 transreid.train INFO: Epoch[54] Iter[310/486] Loss: 0.211, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:45 transreid.train INFO: Epoch[54] Iter[320/486] Loss: 0.208, Acc: 0.990, Base Lr: 2.32e-04
2024-05-18 23:13:48 transreid.train INFO: Epoch[54] Iter[330/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:13:50 transreid.train INFO: Epoch[54] Iter[340/486] Loss: 0.202, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:13:53 transreid.train INFO: Epoch[54] Iter[350/486] Loss: 0.200, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:13:55 transreid.train INFO: Epoch[54] Iter[360/486] Loss: 0.197, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:13:58 transreid.train INFO: Epoch[54] Iter[370/486] Loss: 0.194, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:14:00 transreid.train INFO: Epoch[54] Iter[380/486] Loss: 0.191, Acc: 0.991, Base Lr: 2.32e-04
2024-05-18 23:14:03 transreid.train INFO: Epoch[54] Iter[390/486] Loss: 0.188, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:05 transreid.train INFO: Epoch[54] Iter[400/486] Loss: 0.185, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:08 transreid.train INFO: Epoch[54] Iter[410/486] Loss: 0.183, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:10 transreid.train INFO: Epoch[54] Iter[420/486] Loss: 0.180, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:13 transreid.train INFO: Epoch[54] Iter[430/486] Loss: 0.177, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:15 transreid.train INFO: Epoch[54] Iter[440/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:18 transreid.train INFO: Epoch[54] Iter[450/486] Loss: 0.173, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:20 transreid.train INFO: Epoch[54] Iter[460/486] Loss: 0.170, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:23 transreid.train INFO: Epoch[54] Iter[470/486] Loss: 0.168, Acc: 0.992, Base Lr: 2.32e-04
2024-05-18 23:14:25 transreid.train INFO: Epoch 54 done. Time per epoch: 121.169[s] Speed: 251.9[samples/s]
2024-05-18 23:14:30 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.325, Acc: 0.977, Base Lr: 2.26e-04
2024-05-18 23:14:33 transreid.train INFO: Epoch[55] Iter[20/486] Loss: 0.312, Acc: 0.981, Base Lr: 2.26e-04
2024-05-18 23:14:35 transreid.train INFO: Epoch[55] Iter[30/486] Loss: 0.311, Acc: 0.981, Base Lr: 2.26e-04
2024-05-18 23:14:37 transreid.train INFO: Epoch[55] Iter[40/486] Loss: 0.291, Acc: 0.984, Base Lr: 2.26e-04
2024-05-18 23:14:40 transreid.train INFO: Epoch[55] Iter[50/486] Loss: 0.294, Acc: 0.985, Base Lr: 2.26e-04
2024-05-18 23:14:42 transreid.train INFO: Epoch[55] Iter[60/486] Loss: 0.288, Acc: 0.985, Base Lr: 2.26e-04
2024-05-18 23:14:45 transreid.train INFO: Epoch[55] Iter[70/486] Loss: 0.279, Acc: 0.986, Base Lr: 2.26e-04
2024-05-18 23:14:47 transreid.train INFO: Epoch[55] Iter[80/486] Loss: 0.273, Acc: 0.987, Base Lr: 2.26e-04
2024-05-18 23:14:50 transreid.train INFO: Epoch[55] Iter[90/486] Loss: 0.270, Acc: 0.986, Base Lr: 2.26e-04
2024-05-18 23:14:52 transreid.train INFO: Epoch[55] Iter[100/486] Loss: 0.269, Acc: 0.985, Base Lr: 2.26e-04
2024-05-18 23:14:55 transreid.train INFO: Epoch[55] Iter[110/486] Loss: 0.268, Acc: 0.986, Base Lr: 2.26e-04
2024-05-18 23:14:57 transreid.train INFO: Epoch[55] Iter[120/486] Loss: 0.262, Acc: 0.986, Base Lr: 2.26e-04
2024-05-18 23:15:00 transreid.train INFO: Epoch[55] Iter[130/486] Loss: 0.255, Acc: 0.987, Base Lr: 2.26e-04
2024-05-18 23:15:02 transreid.train INFO: Epoch[55] Iter[140/486] Loss: 0.251, Acc: 0.987, Base Lr: 2.26e-04
2024-05-18 23:15:05 transreid.train INFO: Epoch[55] Iter[150/486] Loss: 0.247, Acc: 0.988, Base Lr: 2.26e-04
2024-05-18 23:15:07 transreid.train INFO: Epoch[55] Iter[160/486] Loss: 0.244, Acc: 0.988, Base Lr: 2.26e-04
2024-05-18 23:15:10 transreid.train INFO: Epoch[55] Iter[170/486] Loss: 0.241, Acc: 0.989, Base Lr: 2.26e-04
2024-05-18 23:15:12 transreid.train INFO: Epoch[55] Iter[180/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.26e-04
2024-05-18 23:15:15 transreid.train INFO: Epoch[55] Iter[190/486] Loss: 0.231, Acc: 0.989, Base Lr: 2.26e-04
2024-05-18 23:15:17 transreid.train INFO: Epoch[55] Iter[200/486] Loss: 0.228, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:20 transreid.train INFO: Epoch[55] Iter[210/486] Loss: 0.225, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:22 transreid.train INFO: Epoch[55] Iter[220/486] Loss: 0.221, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:24 transreid.train INFO: Epoch[55] Iter[230/486] Loss: 0.218, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:27 transreid.train INFO: Epoch[55] Iter[240/486] Loss: 0.215, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:29 transreid.train INFO: Epoch[55] Iter[250/486] Loss: 0.213, Acc: 0.990, Base Lr: 2.26e-04
2024-05-18 23:15:32 transreid.train INFO: Epoch[55] Iter[260/486] Loss: 0.209, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:34 transreid.train INFO: Epoch[55] Iter[270/486] Loss: 0.206, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:37 transreid.train INFO: Epoch[55] Iter[280/486] Loss: 0.203, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:39 transreid.train INFO: Epoch[55] Iter[290/486] Loss: 0.201, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:42 transreid.train INFO: Epoch[55] Iter[300/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:44 transreid.train INFO: Epoch[55] Iter[310/486] Loss: 0.195, Acc: 0.991, Base Lr: 2.26e-04
2024-05-18 23:15:47 transreid.train INFO: Epoch[55] Iter[320/486] Loss: 0.193, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:15:49 transreid.train INFO: Epoch[55] Iter[330/486] Loss: 0.191, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:15:52 transreid.train INFO: Epoch[55] Iter[340/486] Loss: 0.188, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:15:54 transreid.train INFO: Epoch[55] Iter[350/486] Loss: 0.186, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:15:57 transreid.train INFO: Epoch[55] Iter[360/486] Loss: 0.183, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:15:59 transreid.train INFO: Epoch[55] Iter[370/486] Loss: 0.180, Acc: 0.992, Base Lr: 2.26e-04
2024-05-18 23:16:02 transreid.train INFO: Epoch[55] Iter[380/486] Loss: 0.178, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:04 transreid.train INFO: Epoch[55] Iter[390/486] Loss: 0.175, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:07 transreid.train INFO: Epoch[55] Iter[400/486] Loss: 0.173, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:09 transreid.train INFO: Epoch[55] Iter[410/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:12 transreid.train INFO: Epoch[55] Iter[420/486] Loss: 0.168, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:14 transreid.train INFO: Epoch[55] Iter[430/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:17 transreid.train INFO: Epoch[55] Iter[440/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:19 transreid.train INFO: Epoch[55] Iter[450/486] Loss: 0.160, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:22 transreid.train INFO: Epoch[55] Iter[460/486] Loss: 0.158, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:24 transreid.train INFO: Epoch[55] Iter[470/486] Loss: 0.156, Acc: 0.993, Base Lr: 2.26e-04
2024-05-18 23:16:25 transreid.train INFO: Epoch 55 done. Time per epoch: 120.220[s] Speed: 251.3[samples/s]
2024-05-18 23:16:31 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.279, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:16:33 transreid.train INFO: Epoch[56] Iter[20/486] Loss: 0.250, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:16:36 transreid.train INFO: Epoch[56] Iter[30/486] Loss: 0.250, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:16:38 transreid.train INFO: Epoch[56] Iter[40/486] Loss: 0.253, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:41 transreid.train INFO: Epoch[56] Iter[50/486] Loss: 0.264, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:43 transreid.train INFO: Epoch[56] Iter[60/486] Loss: 0.261, Acc: 0.987, Base Lr: 2.21e-04
2024-05-18 23:16:46 transreid.train INFO: Epoch[56] Iter[70/486] Loss: 0.263, Acc: 0.987, Base Lr: 2.21e-04
2024-05-18 23:16:48 transreid.train INFO: Epoch[56] Iter[80/486] Loss: 0.256, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:50 transreid.train INFO: Epoch[56] Iter[90/486] Loss: 0.258, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:53 transreid.train INFO: Epoch[56] Iter[100/486] Loss: 0.255, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:55 transreid.train INFO: Epoch[56] Iter[110/486] Loss: 0.253, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:16:58 transreid.train INFO: Epoch[56] Iter[120/486] Loss: 0.252, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:17:00 transreid.train INFO: Epoch[56] Iter[130/486] Loss: 0.249, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:17:03 transreid.train INFO: Epoch[56] Iter[140/486] Loss: 0.246, Acc: 0.988, Base Lr: 2.21e-04
2024-05-18 23:17:05 transreid.train INFO: Epoch[56] Iter[150/486] Loss: 0.244, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:08 transreid.train INFO: Epoch[56] Iter[160/486] Loss: 0.240, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:10 transreid.train INFO: Epoch[56] Iter[170/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:13 transreid.train INFO: Epoch[56] Iter[180/486] Loss: 0.232, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:15 transreid.train INFO: Epoch[56] Iter[190/486] Loss: 0.230, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:17:18 transreid.train INFO: Epoch[56] Iter[200/486] Loss: 0.227, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:17:20 transreid.train INFO: Epoch[56] Iter[210/486] Loss: 0.226, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:23 transreid.train INFO: Epoch[56] Iter[220/486] Loss: 0.224, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:25 transreid.train INFO: Epoch[56] Iter[230/486] Loss: 0.221, Acc: 0.989, Base Lr: 2.21e-04
2024-05-18 23:17:28 transreid.train INFO: Epoch[56] Iter[240/486] Loss: 0.218, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:17:30 transreid.train INFO: Epoch[56] Iter[250/486] Loss: 0.214, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:17:33 transreid.train INFO: Epoch[56] Iter[260/486] Loss: 0.211, Acc: 0.990, Base Lr: 2.21e-04
2024-05-18 23:17:35 transreid.train INFO: Epoch[56] Iter[270/486] Loss: 0.209, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:38 transreid.train INFO: Epoch[56] Iter[280/486] Loss: 0.207, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:40 transreid.train INFO: Epoch[56] Iter[290/486] Loss: 0.203, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:43 transreid.train INFO: Epoch[56] Iter[300/486] Loss: 0.201, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:45 transreid.train INFO: Epoch[56] Iter[310/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:47 transreid.train INFO: Epoch[56] Iter[320/486] Loss: 0.195, Acc: 0.991, Base Lr: 2.21e-04
2024-05-18 23:17:50 transreid.train INFO: Epoch[56] Iter[330/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:17:52 transreid.train INFO: Epoch[56] Iter[340/486] Loss: 0.189, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:17:55 transreid.train INFO: Epoch[56] Iter[350/486] Loss: 0.186, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:17:57 transreid.train INFO: Epoch[56] Iter[360/486] Loss: 0.183, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:18:00 transreid.train INFO: Epoch[56] Iter[370/486] Loss: 0.179, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:18:02 transreid.train INFO: Epoch[56] Iter[380/486] Loss: 0.176, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:18:05 transreid.train INFO: Epoch[56] Iter[390/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:18:07 transreid.train INFO: Epoch[56] Iter[400/486] Loss: 0.171, Acc: 0.992, Base Lr: 2.21e-04
2024-05-18 23:18:10 transreid.train INFO: Epoch[56] Iter[410/486] Loss: 0.169, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:12 transreid.train INFO: Epoch[56] Iter[420/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:15 transreid.train INFO: Epoch[56] Iter[430/486] Loss: 0.164, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:17 transreid.train INFO: Epoch[56] Iter[440/486] Loss: 0.161, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:20 transreid.train INFO: Epoch[56] Iter[450/486] Loss: 0.159, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:22 transreid.train INFO: Epoch[56] Iter[460/486] Loss: 0.157, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:25 transreid.train INFO: Epoch[56] Iter[470/486] Loss: 0.154, Acc: 0.993, Base Lr: 2.21e-04
2024-05-18 23:18:26 transreid.train INFO: Epoch 56 done. Time per epoch: 120.776[s] Speed: 250.1[samples/s]
2024-05-18 23:18:31 transreid.train INFO: Epoch[57] Iter[10/486] Loss: 0.340, Acc: 0.970, Base Lr: 2.16e-04
2024-05-18 23:18:34 transreid.train INFO: Epoch[57] Iter[20/486] Loss: 0.289, Acc: 0.980, Base Lr: 2.16e-04
2024-05-18 23:18:36 transreid.train INFO: Epoch[57] Iter[30/486] Loss: 0.268, Acc: 0.984, Base Lr: 2.16e-04
2024-05-18 23:18:39 transreid.train INFO: Epoch[57] Iter[40/486] Loss: 0.270, Acc: 0.985, Base Lr: 2.16e-04
2024-05-18 23:18:41 transreid.train INFO: Epoch[57] Iter[50/486] Loss: 0.271, Acc: 0.984, Base Lr: 2.16e-04
2024-05-18 23:18:44 transreid.train INFO: Epoch[57] Iter[60/486] Loss: 0.266, Acc: 0.984, Base Lr: 2.16e-04
2024-05-18 23:18:46 transreid.train INFO: Epoch[57] Iter[70/486] Loss: 0.253, Acc: 0.986, Base Lr: 2.16e-04
2024-05-18 23:18:48 transreid.train INFO: Epoch[57] Iter[80/486] Loss: 0.258, Acc: 0.985, Base Lr: 2.16e-04
2024-05-18 23:18:51 transreid.train INFO: Epoch[57] Iter[90/486] Loss: 0.255, Acc: 0.986, Base Lr: 2.16e-04
2024-05-18 23:18:53 transreid.train INFO: Epoch[57] Iter[100/486] Loss: 0.251, Acc: 0.987, Base Lr: 2.16e-04
2024-05-18 23:18:56 transreid.train INFO: Epoch[57] Iter[110/486] Loss: 0.246, Acc: 0.988, Base Lr: 2.16e-04
2024-05-18 23:18:58 transreid.train INFO: Epoch[57] Iter[120/486] Loss: 0.243, Acc: 0.988, Base Lr: 2.16e-04
2024-05-18 23:19:01 transreid.train INFO: Epoch[57] Iter[130/486] Loss: 0.243, Acc: 0.988, Base Lr: 2.16e-04
2024-05-18 23:19:03 transreid.train INFO: Epoch[57] Iter[140/486] Loss: 0.243, Acc: 0.989, Base Lr: 2.16e-04
2024-05-18 23:19:06 transreid.train INFO: Epoch[57] Iter[150/486] Loss: 0.242, Acc: 0.989, Base Lr: 2.16e-04
2024-05-18 23:19:08 transreid.train INFO: Epoch[57] Iter[160/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.16e-04
2024-05-18 23:19:11 transreid.train INFO: Epoch[57] Iter[170/486] Loss: 0.234, Acc: 0.989, Base Lr: 2.16e-04
2024-05-18 23:19:13 transreid.train INFO: Epoch[57] Iter[180/486] Loss: 0.229, Acc: 0.990, Base Lr: 2.16e-04
2024-05-18 23:19:16 transreid.train INFO: Epoch[57] Iter[190/486] Loss: 0.225, Acc: 0.990, Base Lr: 2.16e-04
2024-05-18 23:19:18 transreid.train INFO: Epoch[57] Iter[200/486] Loss: 0.221, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:20 transreid.train INFO: Epoch[57] Iter[210/486] Loss: 0.218, Acc: 0.990, Base Lr: 2.16e-04
2024-05-18 23:19:23 transreid.train INFO: Epoch[57] Iter[220/486] Loss: 0.215, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:25 transreid.train INFO: Epoch[57] Iter[230/486] Loss: 0.212, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:28 transreid.train INFO: Epoch[57] Iter[240/486] Loss: 0.210, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:30 transreid.train INFO: Epoch[57] Iter[250/486] Loss: 0.207, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:33 transreid.train INFO: Epoch[57] Iter[260/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.16e-04
2024-05-18 23:19:35 transreid.train INFO: Epoch[57] Iter[270/486] Loss: 0.200, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:38 transreid.train INFO: Epoch[57] Iter[280/486] Loss: 0.198, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:40 transreid.train INFO: Epoch[57] Iter[290/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:43 transreid.train INFO: Epoch[57] Iter[300/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:45 transreid.train INFO: Epoch[57] Iter[310/486] Loss: 0.189, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:48 transreid.train INFO: Epoch[57] Iter[320/486] Loss: 0.185, Acc: 0.992, Base Lr: 2.16e-04
2024-05-18 23:19:50 transreid.train INFO: Epoch[57] Iter[330/486] Loss: 0.182, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:19:53 transreid.train INFO: Epoch[57] Iter[340/486] Loss: 0.179, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:19:55 transreid.train INFO: Epoch[57] Iter[350/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:19:58 transreid.train INFO: Epoch[57] Iter[360/486] Loss: 0.173, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:20:00 transreid.train INFO: Epoch[57] Iter[370/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:20:03 transreid.train INFO: Epoch[57] Iter[380/486] Loss: 0.169, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:20:05 transreid.train INFO: Epoch[57] Iter[390/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:20:07 transreid.train INFO: Epoch[57] Iter[400/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.16e-04
2024-05-18 23:20:10 transreid.train INFO: Epoch[57] Iter[410/486] Loss: 0.160, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:12 transreid.train INFO: Epoch[57] Iter[420/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:15 transreid.train INFO: Epoch[57] Iter[430/486] Loss: 0.155, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:17 transreid.train INFO: Epoch[57] Iter[440/486] Loss: 0.152, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:20 transreid.train INFO: Epoch[57] Iter[450/486] Loss: 0.149, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:22 transreid.train INFO: Epoch[57] Iter[460/486] Loss: 0.147, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:25 transreid.train INFO: Epoch[57] Iter[470/486] Loss: 0.144, Acc: 0.994, Base Lr: 2.16e-04
2024-05-18 23:20:26 transreid.train INFO: Epoch 57 done. Time per epoch: 120.302[s] Speed: 252.2[samples/s]
2024-05-18 23:20:31 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.269, Acc: 0.980, Base Lr: 2.11e-04
2024-05-18 23:20:34 transreid.train INFO: Epoch[58] Iter[20/486] Loss: 0.257, Acc: 0.982, Base Lr: 2.11e-04
2024-05-18 23:20:36 transreid.train INFO: Epoch[58] Iter[30/486] Loss: 0.250, Acc: 0.985, Base Lr: 2.11e-04
2024-05-18 23:20:39 transreid.train INFO: Epoch[58] Iter[40/486] Loss: 0.246, Acc: 0.984, Base Lr: 2.11e-04
2024-05-18 23:20:41 transreid.train INFO: Epoch[58] Iter[50/486] Loss: 0.238, Acc: 0.986, Base Lr: 2.11e-04
2024-05-18 23:20:44 transreid.train INFO: Epoch[58] Iter[60/486] Loss: 0.244, Acc: 0.985, Base Lr: 2.11e-04
2024-05-18 23:20:46 transreid.train INFO: Epoch[58] Iter[70/486] Loss: 0.240, Acc: 0.985, Base Lr: 2.11e-04
2024-05-18 23:20:49 transreid.train INFO: Epoch[58] Iter[80/486] Loss: 0.239, Acc: 0.986, Base Lr: 2.11e-04
2024-05-18 23:20:51 transreid.train INFO: Epoch[58] Iter[90/486] Loss: 0.240, Acc: 0.986, Base Lr: 2.11e-04
2024-05-18 23:20:54 transreid.train INFO: Epoch[58] Iter[100/486] Loss: 0.236, Acc: 0.987, Base Lr: 2.11e-04
2024-05-18 23:20:56 transreid.train INFO: Epoch[58] Iter[110/486] Loss: 0.231, Acc: 0.987, Base Lr: 2.11e-04
2024-05-18 23:20:59 transreid.train INFO: Epoch[58] Iter[120/486] Loss: 0.230, Acc: 0.988, Base Lr: 2.11e-04
2024-05-18 23:21:01 transreid.train INFO: Epoch[58] Iter[130/486] Loss: 0.230, Acc: 0.988, Base Lr: 2.11e-04
2024-05-18 23:21:04 transreid.train INFO: Epoch[58] Iter[140/486] Loss: 0.227, Acc: 0.988, Base Lr: 2.11e-04
2024-05-18 23:21:06 transreid.train INFO: Epoch[58] Iter[150/486] Loss: 0.221, Acc: 0.989, Base Lr: 2.11e-04
2024-05-18 23:21:09 transreid.train INFO: Epoch[58] Iter[160/486] Loss: 0.219, Acc: 0.989, Base Lr: 2.11e-04
2024-05-18 23:21:11 transreid.train INFO: Epoch[58] Iter[170/486] Loss: 0.216, Acc: 0.989, Base Lr: 2.11e-04
2024-05-18 23:21:14 transreid.train INFO: Epoch[58] Iter[180/486] Loss: 0.213, Acc: 0.989, Base Lr: 2.11e-04
2024-05-18 23:21:16 transreid.train INFO: Epoch[58] Iter[190/486] Loss: 0.210, Acc: 0.990, Base Lr: 2.11e-04
2024-05-18 23:21:19 transreid.train INFO: Epoch[58] Iter[200/486] Loss: 0.208, Acc: 0.990, Base Lr: 2.11e-04
2024-05-18 23:21:21 transreid.train INFO: Epoch[58] Iter[210/486] Loss: 0.205, Acc: 0.990, Base Lr: 2.11e-04
2024-05-18 23:21:24 transreid.train INFO: Epoch[58] Iter[220/486] Loss: 0.202, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:26 transreid.train INFO: Epoch[58] Iter[230/486] Loss: 0.198, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:29 transreid.train INFO: Epoch[58] Iter[240/486] Loss: 0.197, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:31 transreid.train INFO: Epoch[58] Iter[250/486] Loss: 0.194, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:34 transreid.train INFO: Epoch[58] Iter[260/486] Loss: 0.191, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:36 transreid.train INFO: Epoch[58] Iter[270/486] Loss: 0.189, Acc: 0.991, Base Lr: 2.11e-04
2024-05-18 23:21:39 transreid.train INFO: Epoch[58] Iter[280/486] Loss: 0.185, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:41 transreid.train INFO: Epoch[58] Iter[290/486] Loss: 0.184, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:44 transreid.train INFO: Epoch[58] Iter[300/486] Loss: 0.181, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:46 transreid.train INFO: Epoch[58] Iter[310/486] Loss: 0.178, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:48 transreid.train INFO: Epoch[58] Iter[320/486] Loss: 0.177, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:51 transreid.train INFO: Epoch[58] Iter[330/486] Loss: 0.175, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:53 transreid.train INFO: Epoch[58] Iter[340/486] Loss: 0.174, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:56 transreid.train INFO: Epoch[58] Iter[350/486] Loss: 0.171, Acc: 0.992, Base Lr: 2.11e-04
2024-05-18 23:21:58 transreid.train INFO: Epoch[58] Iter[360/486] Loss: 0.168, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:01 transreid.train INFO: Epoch[58] Iter[370/486] Loss: 0.166, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:03 transreid.train INFO: Epoch[58] Iter[380/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:06 transreid.train INFO: Epoch[58] Iter[390/486] Loss: 0.160, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:08 transreid.train INFO: Epoch[58] Iter[400/486] Loss: 0.157, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:11 transreid.train INFO: Epoch[58] Iter[410/486] Loss: 0.155, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:13 transreid.train INFO: Epoch[58] Iter[420/486] Loss: 0.153, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:16 transreid.train INFO: Epoch[58] Iter[430/486] Loss: 0.150, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:18 transreid.train INFO: Epoch[58] Iter[440/486] Loss: 0.147, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:21 transreid.train INFO: Epoch[58] Iter[450/486] Loss: 0.145, Acc: 0.993, Base Lr: 2.11e-04
2024-05-18 23:22:23 transreid.train INFO: Epoch[58] Iter[460/486] Loss: 0.142, Acc: 0.994, Base Lr: 2.11e-04
2024-05-18 23:22:26 transreid.train INFO: Epoch[58] Iter[470/486] Loss: 0.139, Acc: 0.994, Base Lr: 2.11e-04
2024-05-18 23:22:27 transreid.train INFO: Epoch 58 done. Time per epoch: 120.662[s] Speed: 250.9[samples/s]
2024-05-18 23:22:32 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.223, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:22:35 transreid.train INFO: Epoch[59] Iter[20/486] Loss: 0.226, Acc: 0.990, Base Lr: 2.06e-04
2024-05-18 23:22:37 transreid.train INFO: Epoch[59] Iter[30/486] Loss: 0.228, Acc: 0.990, Base Lr: 2.06e-04
2024-05-18 23:22:39 transreid.train INFO: Epoch[59] Iter[40/486] Loss: 0.234, Acc: 0.988, Base Lr: 2.06e-04
2024-05-18 23:22:42 transreid.train INFO: Epoch[59] Iter[50/486] Loss: 0.237, Acc: 0.988, Base Lr: 2.06e-04
2024-05-18 23:22:44 transreid.train INFO: Epoch[59] Iter[60/486] Loss: 0.238, Acc: 0.988, Base Lr: 2.06e-04
2024-05-18 23:22:47 transreid.train INFO: Epoch[59] Iter[70/486] Loss: 0.238, Acc: 0.988, Base Lr: 2.06e-04
2024-05-18 23:22:49 transreid.train INFO: Epoch[59] Iter[80/486] Loss: 0.237, Acc: 0.989, Base Lr: 2.06e-04
2024-05-18 23:22:52 transreid.train INFO: Epoch[59] Iter[90/486] Loss: 0.236, Acc: 0.989, Base Lr: 2.06e-04
2024-05-18 23:22:54 transreid.train INFO: Epoch[59] Iter[100/486] Loss: 0.231, Acc: 0.989, Base Lr: 2.06e-04
2024-05-18 23:22:57 transreid.train INFO: Epoch[59] Iter[110/486] Loss: 0.226, Acc: 0.990, Base Lr: 2.06e-04
2024-05-18 23:22:59 transreid.train INFO: Epoch[59] Iter[120/486] Loss: 0.224, Acc: 0.990, Base Lr: 2.06e-04
2024-05-18 23:23:02 transreid.train INFO: Epoch[59] Iter[130/486] Loss: 0.219, Acc: 0.990, Base Lr: 2.06e-04
2024-05-18 23:23:04 transreid.train INFO: Epoch[59] Iter[140/486] Loss: 0.216, Acc: 0.991, Base Lr: 2.06e-04
2024-05-18 23:23:07 transreid.train INFO: Epoch[59] Iter[150/486] Loss: 0.214, Acc: 0.991, Base Lr: 2.06e-04
2024-05-18 23:23:09 transreid.train INFO: Epoch[59] Iter[160/486] Loss: 0.213, Acc: 0.991, Base Lr: 2.06e-04
2024-05-18 23:23:12 transreid.train INFO: Epoch[59] Iter[170/486] Loss: 0.210, Acc: 0.991, Base Lr: 2.06e-04
2024-05-18 23:23:14 transreid.train INFO: Epoch[59] Iter[180/486] Loss: 0.205, Acc: 0.992, Base Lr: 2.06e-04
2024-05-18 23:23:17 transreid.train INFO: Epoch[59] Iter[190/486] Loss: 0.202, Acc: 0.992, Base Lr: 2.06e-04
2024-05-18 23:23:19 transreid.train INFO: Epoch[59] Iter[200/486] Loss: 0.199, Acc: 0.992, Base Lr: 2.06e-04
2024-05-18 23:23:21 transreid.train INFO: Epoch[59] Iter[210/486] Loss: 0.195, Acc: 0.992, Base Lr: 2.06e-04
2024-05-18 23:23:24 transreid.train INFO: Epoch[59] Iter[220/486] Loss: 0.194, Acc: 0.992, Base Lr: 2.06e-04
2024-05-18 23:23:26 transreid.train INFO: Epoch[59] Iter[230/486] Loss: 0.191, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:29 transreid.train INFO: Epoch[59] Iter[240/486] Loss: 0.187, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:31 transreid.train INFO: Epoch[59] Iter[250/486] Loss: 0.185, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:34 transreid.train INFO: Epoch[59] Iter[260/486] Loss: 0.184, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:36 transreid.train INFO: Epoch[59] Iter[270/486] Loss: 0.182, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:39 transreid.train INFO: Epoch[59] Iter[280/486] Loss: 0.181, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:41 transreid.train INFO: Epoch[59] Iter[290/486] Loss: 0.178, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:44 transreid.train INFO: Epoch[59] Iter[300/486] Loss: 0.176, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:46 transreid.train INFO: Epoch[59] Iter[310/486] Loss: 0.174, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:49 transreid.train INFO: Epoch[59] Iter[320/486] Loss: 0.172, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:51 transreid.train INFO: Epoch[59] Iter[330/486] Loss: 0.170, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:54 transreid.train INFO: Epoch[59] Iter[340/486] Loss: 0.167, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:56 transreid.train INFO: Epoch[59] Iter[350/486] Loss: 0.165, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:23:59 transreid.train INFO: Epoch[59] Iter[360/486] Loss: 0.163, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:24:01 transreid.train INFO: Epoch[59] Iter[370/486] Loss: 0.160, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:24:04 transreid.train INFO: Epoch[59] Iter[380/486] Loss: 0.158, Acc: 0.993, Base Lr: 2.06e-04
2024-05-18 23:24:06 transreid.train INFO: Epoch[59] Iter[390/486] Loss: 0.156, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:09 transreid.train INFO: Epoch[59] Iter[400/486] Loss: 0.153, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:11 transreid.train INFO: Epoch[59] Iter[410/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:13 transreid.train INFO: Epoch[59] Iter[420/486] Loss: 0.149, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:16 transreid.train INFO: Epoch[59] Iter[430/486] Loss: 0.147, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:18 transreid.train INFO: Epoch[59] Iter[440/486] Loss: 0.145, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:21 transreid.train INFO: Epoch[59] Iter[450/486] Loss: 0.142, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:23 transreid.train INFO: Epoch[59] Iter[460/486] Loss: 0.140, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:26 transreid.train INFO: Epoch[59] Iter[470/486] Loss: 0.138, Acc: 0.994, Base Lr: 2.06e-04
2024-05-18 23:24:28 transreid.train INFO: Epoch 59 done. Time per epoch: 120.882[s] Speed: 251.5[samples/s]
2024-05-18 23:24:33 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.261, Acc: 0.977, Base Lr: 2.00e-04
2024-05-18 23:24:35 transreid.train INFO: Epoch[60] Iter[20/486] Loss: 0.241, Acc: 0.985, Base Lr: 2.00e-04
2024-05-18 23:24:38 transreid.train INFO: Epoch[60] Iter[30/486] Loss: 0.252, Acc: 0.983, Base Lr: 2.00e-04
2024-05-18 23:24:40 transreid.train INFO: Epoch[60] Iter[40/486] Loss: 0.242, Acc: 0.985, Base Lr: 2.00e-04
2024-05-18 23:24:43 transreid.train INFO: Epoch[60] Iter[50/486] Loss: 0.232, Acc: 0.987, Base Lr: 2.00e-04
2024-05-18 23:24:45 transreid.train INFO: Epoch[60] Iter[60/486] Loss: 0.230, Acc: 0.988, Base Lr: 2.00e-04
2024-05-18 23:24:48 transreid.train INFO: Epoch[60] Iter[70/486] Loss: 0.231, Acc: 0.988, Base Lr: 2.00e-04
2024-05-18 23:24:50 transreid.train INFO: Epoch[60] Iter[80/486] Loss: 0.226, Acc: 0.988, Base Lr: 2.00e-04
2024-05-18 23:24:53 transreid.train INFO: Epoch[60] Iter[90/486] Loss: 0.220, Acc: 0.989, Base Lr: 2.00e-04
2024-05-18 23:24:55 transreid.train INFO: Epoch[60] Iter[100/486] Loss: 0.216, Acc: 0.990, Base Lr: 2.00e-04
2024-05-18 23:24:58 transreid.train INFO: Epoch[60] Iter[110/486] Loss: 0.210, Acc: 0.990, Base Lr: 2.00e-04
2024-05-18 23:25:00 transreid.train INFO: Epoch[60] Iter[120/486] Loss: 0.205, Acc: 0.991, Base Lr: 2.00e-04
2024-05-18 23:25:03 transreid.train INFO: Epoch[60] Iter[130/486] Loss: 0.204, Acc: 0.991, Base Lr: 2.00e-04
2024-05-18 23:25:05 transreid.train INFO: Epoch[60] Iter[140/486] Loss: 0.199, Acc: 0.991, Base Lr: 2.00e-04
2024-05-18 23:25:08 transreid.train INFO: Epoch[60] Iter[150/486] Loss: 0.197, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:10 transreid.train INFO: Epoch[60] Iter[160/486] Loss: 0.194, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:12 transreid.train INFO: Epoch[60] Iter[170/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:15 transreid.train INFO: Epoch[60] Iter[180/486] Loss: 0.192, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:17 transreid.train INFO: Epoch[60] Iter[190/486] Loss: 0.190, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:20 transreid.train INFO: Epoch[60] Iter[200/486] Loss: 0.187, Acc: 0.992, Base Lr: 2.00e-04
2024-05-18 23:25:22 transreid.train INFO: Epoch[60] Iter[210/486] Loss: 0.184, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:25 transreid.train INFO: Epoch[60] Iter[220/486] Loss: 0.182, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:27 transreid.train INFO: Epoch[60] Iter[230/486] Loss: 0.179, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:30 transreid.train INFO: Epoch[60] Iter[240/486] Loss: 0.177, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:32 transreid.train INFO: Epoch[60] Iter[250/486] Loss: 0.174, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:35 transreid.train INFO: Epoch[60] Iter[260/486] Loss: 0.172, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:37 transreid.train INFO: Epoch[60] Iter[270/486] Loss: 0.171, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:40 transreid.train INFO: Epoch[60] Iter[280/486] Loss: 0.168, Acc: 0.993, Base Lr: 2.00e-04
2024-05-18 23:25:42 transreid.train INFO: Epoch[60] Iter[290/486] Loss: 0.166, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:45 transreid.train INFO: Epoch[60] Iter[300/486] Loss: 0.164, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:47 transreid.train INFO: Epoch[60] Iter[310/486] Loss: 0.162, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:50 transreid.train INFO: Epoch[60] Iter[320/486] Loss: 0.160, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:52 transreid.train INFO: Epoch[60] Iter[330/486] Loss: 0.158, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:55 transreid.train INFO: Epoch[60] Iter[340/486] Loss: 0.155, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:25:57 transreid.train INFO: Epoch[60] Iter[350/486] Loss: 0.153, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:00 transreid.train INFO: Epoch[60] Iter[360/486] Loss: 0.151, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:02 transreid.train INFO: Epoch[60] Iter[370/486] Loss: 0.148, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:05 transreid.train INFO: Epoch[60] Iter[380/486] Loss: 0.146, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:07 transreid.train INFO: Epoch[60] Iter[390/486] Loss: 0.144, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:10 transreid.train INFO: Epoch[60] Iter[400/486] Loss: 0.143, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:12 transreid.train INFO: Epoch[60] Iter[410/486] Loss: 0.141, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:14 transreid.train INFO: Epoch[60] Iter[420/486] Loss: 0.139, Acc: 0.994, Base Lr: 2.00e-04
2024-05-18 23:26:17 transreid.train INFO: Epoch[60] Iter[430/486] Loss: 0.137, Acc: 0.995, Base Lr: 2.00e-04
2024-05-18 23:26:19 transreid.train INFO: Epoch[60] Iter[440/486] Loss: 0.135, Acc: 0.995, Base Lr: 2.00e-04
2024-05-18 23:26:22 transreid.train INFO: Epoch[60] Iter[450/486] Loss: 0.134, Acc: 0.995, Base Lr: 2.00e-04
2024-05-18 23:26:24 transreid.train INFO: Epoch[60] Iter[460/486] Loss: 0.132, Acc: 0.995, Base Lr: 2.00e-04
2024-05-18 23:26:27 transreid.train INFO: Epoch[60] Iter[470/486] Loss: 0.130, Acc: 0.995, Base Lr: 2.00e-04
2024-05-18 23:26:28 transreid.train INFO: Epoch 60 done. Time per epoch: 120.142[s] Speed: 251.4[samples/s]
2024-05-18 23:32:10 transreid.train INFO: Validation Results - Epoch: 60
2024-05-18 23:32:10 transreid.train INFO: mAP: 68.9%
2024-05-18 23:32:10 transreid.train INFO: CMC curve, Rank-1  :86.1%
2024-05-18 23:32:10 transreid.train INFO: CMC curve, Rank-5  :92.5%
2024-05-18 23:32:10 transreid.train INFO: CMC curve, Rank-10 :94.2%
2024-05-18 23:32:17 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.285, Acc: 0.988, Base Lr: 1.95e-04
2024-05-18 23:32:19 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.241, Acc: 0.991, Base Lr: 1.95e-04
2024-05-18 23:32:22 transreid.train INFO: Epoch[61] Iter[30/486] Loss: 0.226, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:32:24 transreid.train INFO: Epoch[61] Iter[40/486] Loss: 0.233, Acc: 0.991, Base Lr: 1.95e-04
2024-05-18 23:32:26 transreid.train INFO: Epoch[61] Iter[50/486] Loss: 0.234, Acc: 0.989, Base Lr: 1.95e-04
2024-05-18 23:32:29 transreid.train INFO: Epoch[61] Iter[60/486] Loss: 0.226, Acc: 0.990, Base Lr: 1.95e-04
2024-05-18 23:32:31 transreid.train INFO: Epoch[61] Iter[70/486] Loss: 0.228, Acc: 0.988, Base Lr: 1.95e-04
2024-05-18 23:32:34 transreid.train INFO: Epoch[61] Iter[80/486] Loss: 0.219, Acc: 0.989, Base Lr: 1.95e-04
2024-05-18 23:32:36 transreid.train INFO: Epoch[61] Iter[90/486] Loss: 0.216, Acc: 0.990, Base Lr: 1.95e-04
2024-05-18 23:32:39 transreid.train INFO: Epoch[61] Iter[100/486] Loss: 0.215, Acc: 0.990, Base Lr: 1.95e-04
2024-05-18 23:32:41 transreid.train INFO: Epoch[61] Iter[110/486] Loss: 0.211, Acc: 0.990, Base Lr: 1.95e-04
2024-05-18 23:32:44 transreid.train INFO: Epoch[61] Iter[120/486] Loss: 0.208, Acc: 0.991, Base Lr: 1.95e-04
2024-05-18 23:32:46 transreid.train INFO: Epoch[61] Iter[130/486] Loss: 0.206, Acc: 0.991, Base Lr: 1.95e-04
2024-05-18 23:32:48 transreid.train INFO: Epoch[61] Iter[140/486] Loss: 0.202, Acc: 0.991, Base Lr: 1.95e-04
2024-05-18 23:32:51 transreid.train INFO: Epoch[61] Iter[150/486] Loss: 0.202, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:32:53 transreid.train INFO: Epoch[61] Iter[160/486] Loss: 0.199, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:32:56 transreid.train INFO: Epoch[61] Iter[170/486] Loss: 0.197, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:32:58 transreid.train INFO: Epoch[61] Iter[180/486] Loss: 0.196, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:33:01 transreid.train INFO: Epoch[61] Iter[190/486] Loss: 0.194, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:33:03 transreid.train INFO: Epoch[61] Iter[200/486] Loss: 0.192, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:33:06 transreid.train INFO: Epoch[61] Iter[210/486] Loss: 0.190, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:33:08 transreid.train INFO: Epoch[61] Iter[220/486] Loss: 0.188, Acc: 0.992, Base Lr: 1.95e-04
2024-05-18 23:33:10 transreid.train INFO: Epoch[61] Iter[230/486] Loss: 0.185, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:13 transreid.train INFO: Epoch[61] Iter[240/486] Loss: 0.182, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:15 transreid.train INFO: Epoch[61] Iter[250/486] Loss: 0.179, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:18 transreid.train INFO: Epoch[61] Iter[260/486] Loss: 0.176, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:20 transreid.train INFO: Epoch[61] Iter[270/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:23 transreid.train INFO: Epoch[61] Iter[280/486] Loss: 0.173, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:25 transreid.train INFO: Epoch[61] Iter[290/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:28 transreid.train INFO: Epoch[61] Iter[300/486] Loss: 0.168, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:30 transreid.train INFO: Epoch[61] Iter[310/486] Loss: 0.166, Acc: 0.993, Base Lr: 1.95e-04
2024-05-18 23:33:33 transreid.train INFO: Epoch[61] Iter[320/486] Loss: 0.164, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:35 transreid.train INFO: Epoch[61] Iter[330/486] Loss: 0.162, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:38 transreid.train INFO: Epoch[61] Iter[340/486] Loss: 0.159, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:40 transreid.train INFO: Epoch[61] Iter[350/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:43 transreid.train INFO: Epoch[61] Iter[360/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:45 transreid.train INFO: Epoch[61] Iter[370/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:48 transreid.train INFO: Epoch[61] Iter[380/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:50 transreid.train INFO: Epoch[61] Iter[390/486] Loss: 0.149, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:52 transreid.train INFO: Epoch[61] Iter[400/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:55 transreid.train INFO: Epoch[61] Iter[410/486] Loss: 0.144, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:33:57 transreid.train INFO: Epoch[61] Iter[420/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:34:00 transreid.train INFO: Epoch[61] Iter[430/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.95e-04
2024-05-18 23:34:02 transreid.train INFO: Epoch[61] Iter[440/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.95e-04
2024-05-18 23:34:05 transreid.train INFO: Epoch[61] Iter[450/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.95e-04
2024-05-18 23:34:07 transreid.train INFO: Epoch[61] Iter[460/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.95e-04
2024-05-18 23:34:10 transreid.train INFO: Epoch[61] Iter[470/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.95e-04
2024-05-18 23:34:11 transreid.train INFO: Epoch 61 done. Time per epoch: 120.654[s] Speed: 251.4[samples/s]
2024-05-18 23:34:17 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.232, Acc: 0.988, Base Lr: 1.90e-04
2024-05-18 23:34:19 transreid.train INFO: Epoch[62] Iter[20/486] Loss: 0.211, Acc: 0.992, Base Lr: 1.90e-04
2024-05-18 23:34:22 transreid.train INFO: Epoch[62] Iter[30/486] Loss: 0.220, Acc: 0.991, Base Lr: 1.90e-04
2024-05-18 23:34:24 transreid.train INFO: Epoch[62] Iter[40/486] Loss: 0.211, Acc: 0.991, Base Lr: 1.90e-04
2024-05-18 23:34:27 transreid.train INFO: Epoch[62] Iter[50/486] Loss: 0.201, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:29 transreid.train INFO: Epoch[62] Iter[60/486] Loss: 0.190, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:32 transreid.train INFO: Epoch[62] Iter[70/486] Loss: 0.195, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:34 transreid.train INFO: Epoch[62] Iter[80/486] Loss: 0.194, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:37 transreid.train INFO: Epoch[62] Iter[90/486] Loss: 0.197, Acc: 0.992, Base Lr: 1.90e-04
2024-05-18 23:34:39 transreid.train INFO: Epoch[62] Iter[100/486] Loss: 0.192, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:42 transreid.train INFO: Epoch[62] Iter[110/486] Loss: 0.189, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:44 transreid.train INFO: Epoch[62] Iter[120/486] Loss: 0.189, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:34:47 transreid.train INFO: Epoch[62] Iter[130/486] Loss: 0.187, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:34:49 transreid.train INFO: Epoch[62] Iter[140/486] Loss: 0.185, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:34:51 transreid.train INFO: Epoch[62] Iter[150/486] Loss: 0.185, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:34:54 transreid.train INFO: Epoch[62] Iter[160/486] Loss: 0.185, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:34:56 transreid.train INFO: Epoch[62] Iter[170/486] Loss: 0.183, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:34:59 transreid.train INFO: Epoch[62] Iter[180/486] Loss: 0.180, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:35:01 transreid.train INFO: Epoch[62] Iter[190/486] Loss: 0.177, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:04 transreid.train INFO: Epoch[62] Iter[200/486] Loss: 0.175, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:06 transreid.train INFO: Epoch[62] Iter[210/486] Loss: 0.173, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:09 transreid.train INFO: Epoch[62] Iter[220/486] Loss: 0.173, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:35:11 transreid.train INFO: Epoch[62] Iter[230/486] Loss: 0.170, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:14 transreid.train INFO: Epoch[62] Iter[240/486] Loss: 0.169, Acc: 0.993, Base Lr: 1.90e-04
2024-05-18 23:35:16 transreid.train INFO: Epoch[62] Iter[250/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:19 transreid.train INFO: Epoch[62] Iter[260/486] Loss: 0.165, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:21 transreid.train INFO: Epoch[62] Iter[270/486] Loss: 0.163, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:24 transreid.train INFO: Epoch[62] Iter[280/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:26 transreid.train INFO: Epoch[62] Iter[290/486] Loss: 0.159, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:28 transreid.train INFO: Epoch[62] Iter[300/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:31 transreid.train INFO: Epoch[62] Iter[310/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:33 transreid.train INFO: Epoch[62] Iter[320/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:36 transreid.train INFO: Epoch[62] Iter[330/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:38 transreid.train INFO: Epoch[62] Iter[340/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.90e-04
2024-05-18 23:35:41 transreid.train INFO: Epoch[62] Iter[350/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:43 transreid.train INFO: Epoch[62] Iter[360/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:46 transreid.train INFO: Epoch[62] Iter[370/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:48 transreid.train INFO: Epoch[62] Iter[380/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:51 transreid.train INFO: Epoch[62] Iter[390/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:53 transreid.train INFO: Epoch[62] Iter[400/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:56 transreid.train INFO: Epoch[62] Iter[410/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:35:58 transreid.train INFO: Epoch[62] Iter[420/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:01 transreid.train INFO: Epoch[62] Iter[430/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:03 transreid.train INFO: Epoch[62] Iter[440/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:05 transreid.train INFO: Epoch[62] Iter[450/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:08 transreid.train INFO: Epoch[62] Iter[460/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:10 transreid.train INFO: Epoch[62] Iter[470/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.90e-04
2024-05-18 23:36:11 transreid.train INFO: Epoch 62 done. Time per epoch: 120.049[s] Speed: 251.1[samples/s]
2024-05-18 23:36:17 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.156, Acc: 0.998, Base Lr: 1.85e-04
2024-05-18 23:36:20 transreid.train INFO: Epoch[63] Iter[20/486] Loss: 0.197, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:36:22 transreid.train INFO: Epoch[63] Iter[30/486] Loss: 0.197, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:36:24 transreid.train INFO: Epoch[63] Iter[40/486] Loss: 0.209, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:27 transreid.train INFO: Epoch[63] Iter[50/486] Loss: 0.228, Acc: 0.989, Base Lr: 1.85e-04
2024-05-18 23:36:29 transreid.train INFO: Epoch[63] Iter[60/486] Loss: 0.223, Acc: 0.990, Base Lr: 1.85e-04
2024-05-18 23:36:32 transreid.train INFO: Epoch[63] Iter[70/486] Loss: 0.212, Acc: 0.991, Base Lr: 1.85e-04
2024-05-18 23:36:34 transreid.train INFO: Epoch[63] Iter[80/486] Loss: 0.208, Acc: 0.991, Base Lr: 1.85e-04
2024-05-18 23:36:37 transreid.train INFO: Epoch[63] Iter[90/486] Loss: 0.201, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:39 transreid.train INFO: Epoch[63] Iter[100/486] Loss: 0.197, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:42 transreid.train INFO: Epoch[63] Iter[110/486] Loss: 0.191, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:44 transreid.train INFO: Epoch[63] Iter[120/486] Loss: 0.187, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:47 transreid.train INFO: Epoch[63] Iter[130/486] Loss: 0.187, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:49 transreid.train INFO: Epoch[63] Iter[140/486] Loss: 0.186, Acc: 0.992, Base Lr: 1.85e-04
2024-05-18 23:36:52 transreid.train INFO: Epoch[63] Iter[150/486] Loss: 0.185, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:36:54 transreid.train INFO: Epoch[63] Iter[160/486] Loss: 0.181, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:36:57 transreid.train INFO: Epoch[63] Iter[170/486] Loss: 0.179, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:36:59 transreid.train INFO: Epoch[63] Iter[180/486] Loss: 0.176, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:37:01 transreid.train INFO: Epoch[63] Iter[190/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.85e-04
2024-05-18 23:37:04 transreid.train INFO: Epoch[63] Iter[200/486] Loss: 0.173, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:06 transreid.train INFO: Epoch[63] Iter[210/486] Loss: 0.171, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:09 transreid.train INFO: Epoch[63] Iter[220/486] Loss: 0.169, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:11 transreid.train INFO: Epoch[63] Iter[230/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:14 transreid.train INFO: Epoch[63] Iter[240/486] Loss: 0.165, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:16 transreid.train INFO: Epoch[63] Iter[250/486] Loss: 0.163, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:19 transreid.train INFO: Epoch[63] Iter[260/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:21 transreid.train INFO: Epoch[63] Iter[270/486] Loss: 0.159, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:24 transreid.train INFO: Epoch[63] Iter[280/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:26 transreid.train INFO: Epoch[63] Iter[290/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:29 transreid.train INFO: Epoch[63] Iter[300/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:31 transreid.train INFO: Epoch[63] Iter[310/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:34 transreid.train INFO: Epoch[63] Iter[320/486] Loss: 0.148, Acc: 0.994, Base Lr: 1.85e-04
2024-05-18 23:37:36 transreid.train INFO: Epoch[63] Iter[330/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:39 transreid.train INFO: Epoch[63] Iter[340/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:41 transreid.train INFO: Epoch[63] Iter[350/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:44 transreid.train INFO: Epoch[63] Iter[360/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:46 transreid.train INFO: Epoch[63] Iter[370/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:49 transreid.train INFO: Epoch[63] Iter[380/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:51 transreid.train INFO: Epoch[63] Iter[390/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:54 transreid.train INFO: Epoch[63] Iter[400/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:56 transreid.train INFO: Epoch[63] Iter[410/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:37:59 transreid.train INFO: Epoch[63] Iter[420/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:38:01 transreid.train INFO: Epoch[63] Iter[430/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:38:04 transreid.train INFO: Epoch[63] Iter[440/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:38:06 transreid.train INFO: Epoch[63] Iter[450/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.85e-04
2024-05-18 23:38:09 transreid.train INFO: Epoch[63] Iter[460/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.85e-04
2024-05-18 23:38:11 transreid.train INFO: Epoch[63] Iter[470/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.85e-04
2024-05-18 23:38:13 transreid.train INFO: Epoch 63 done. Time per epoch: 121.372[s] Speed: 249.9[samples/s]
2024-05-18 23:38:18 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.211, Acc: 0.988, Base Lr: 1.80e-04
2024-05-18 23:38:21 transreid.train INFO: Epoch[64] Iter[20/486] Loss: 0.209, Acc: 0.989, Base Lr: 1.80e-04
2024-05-18 23:38:23 transreid.train INFO: Epoch[64] Iter[30/486] Loss: 0.190, Acc: 0.992, Base Lr: 1.80e-04
2024-05-18 23:38:26 transreid.train INFO: Epoch[64] Iter[40/486] Loss: 0.186, Acc: 0.992, Base Lr: 1.80e-04
2024-05-18 23:38:28 transreid.train INFO: Epoch[64] Iter[50/486] Loss: 0.188, Acc: 0.992, Base Lr: 1.80e-04
2024-05-18 23:38:31 transreid.train INFO: Epoch[64] Iter[60/486] Loss: 0.182, Acc: 0.992, Base Lr: 1.80e-04
2024-05-18 23:38:33 transreid.train INFO: Epoch[64] Iter[70/486] Loss: 0.180, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:36 transreid.train INFO: Epoch[64] Iter[80/486] Loss: 0.179, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:38 transreid.train INFO: Epoch[64] Iter[90/486] Loss: 0.177, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:41 transreid.train INFO: Epoch[64] Iter[100/486] Loss: 0.175, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:43 transreid.train INFO: Epoch[64] Iter[110/486] Loss: 0.173, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:46 transreid.train INFO: Epoch[64] Iter[120/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:38:48 transreid.train INFO: Epoch[64] Iter[130/486] Loss: 0.174, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:51 transreid.train INFO: Epoch[64] Iter[140/486] Loss: 0.173, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:53 transreid.train INFO: Epoch[64] Iter[150/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.80e-04
2024-05-18 23:38:55 transreid.train INFO: Epoch[64] Iter[160/486] Loss: 0.170, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:38:58 transreid.train INFO: Epoch[64] Iter[170/486] Loss: 0.167, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:00 transreid.train INFO: Epoch[64] Iter[180/486] Loss: 0.164, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:03 transreid.train INFO: Epoch[64] Iter[190/486] Loss: 0.163, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:05 transreid.train INFO: Epoch[64] Iter[200/486] Loss: 0.160, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:08 transreid.train INFO: Epoch[64] Iter[210/486] Loss: 0.158, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:10 transreid.train INFO: Epoch[64] Iter[220/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.80e-04
2024-05-18 23:39:13 transreid.train INFO: Epoch[64] Iter[230/486] Loss: 0.153, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:15 transreid.train INFO: Epoch[64] Iter[240/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:18 transreid.train INFO: Epoch[64] Iter[250/486] Loss: 0.149, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:20 transreid.train INFO: Epoch[64] Iter[260/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:23 transreid.train INFO: Epoch[64] Iter[270/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:25 transreid.train INFO: Epoch[64] Iter[280/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:28 transreid.train INFO: Epoch[64] Iter[290/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:30 transreid.train INFO: Epoch[64] Iter[300/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:33 transreid.train INFO: Epoch[64] Iter[310/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:35 transreid.train INFO: Epoch[64] Iter[320/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:38 transreid.train INFO: Epoch[64] Iter[330/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:40 transreid.train INFO: Epoch[64] Iter[340/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:43 transreid.train INFO: Epoch[64] Iter[350/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:45 transreid.train INFO: Epoch[64] Iter[360/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:47 transreid.train INFO: Epoch[64] Iter[370/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:50 transreid.train INFO: Epoch[64] Iter[380/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:52 transreid.train INFO: Epoch[64] Iter[390/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:55 transreid.train INFO: Epoch[64] Iter[400/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:39:57 transreid.train INFO: Epoch[64] Iter[410/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:40:00 transreid.train INFO: Epoch[64] Iter[420/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.80e-04
2024-05-18 23:40:02 transreid.train INFO: Epoch[64] Iter[430/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.80e-04
2024-05-18 23:40:05 transreid.train INFO: Epoch[64] Iter[440/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.80e-04
2024-05-18 23:40:07 transreid.train INFO: Epoch[64] Iter[450/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.80e-04
2024-05-18 23:40:10 transreid.train INFO: Epoch[64] Iter[460/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.80e-04
2024-05-18 23:40:12 transreid.train INFO: Epoch[64] Iter[470/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.80e-04
2024-05-18 23:40:14 transreid.train INFO: Epoch 64 done. Time per epoch: 121.076[s] Speed: 250.6[samples/s]
2024-05-18 23:40:20 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.173, Acc: 1.000, Base Lr: 1.74e-04
2024-05-18 23:40:22 transreid.train INFO: Epoch[65] Iter[20/486] Loss: 0.173, Acc: 0.998, Base Lr: 1.74e-04
2024-05-18 23:40:24 transreid.train INFO: Epoch[65] Iter[30/486] Loss: 0.170, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:40:27 transreid.train INFO: Epoch[65] Iter[40/486] Loss: 0.180, Acc: 0.994, Base Lr: 1.74e-04
2024-05-18 23:40:29 transreid.train INFO: Epoch[65] Iter[50/486] Loss: 0.184, Acc: 0.993, Base Lr: 1.74e-04
2024-05-18 23:40:32 transreid.train INFO: Epoch[65] Iter[60/486] Loss: 0.180, Acc: 0.993, Base Lr: 1.74e-04
2024-05-18 23:40:34 transreid.train INFO: Epoch[65] Iter[70/486] Loss: 0.182, Acc: 0.993, Base Lr: 1.74e-04
2024-05-18 23:40:37 transreid.train INFO: Epoch[65] Iter[80/486] Loss: 0.177, Acc: 0.994, Base Lr: 1.74e-04
2024-05-18 23:40:39 transreid.train INFO: Epoch[65] Iter[90/486] Loss: 0.173, Acc: 0.994, Base Lr: 1.74e-04
2024-05-18 23:40:42 transreid.train INFO: Epoch[65] Iter[100/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.74e-04
2024-05-18 23:40:44 transreid.train INFO: Epoch[65] Iter[110/486] Loss: 0.169, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:40:47 transreid.train INFO: Epoch[65] Iter[120/486] Loss: 0.168, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:40:49 transreid.train INFO: Epoch[65] Iter[130/486] Loss: 0.165, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:40:52 transreid.train INFO: Epoch[65] Iter[140/486] Loss: 0.164, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:40:54 transreid.train INFO: Epoch[65] Iter[150/486] Loss: 0.164, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:40:57 transreid.train INFO: Epoch[65] Iter[160/486] Loss: 0.162, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:40:59 transreid.train INFO: Epoch[65] Iter[170/486] Loss: 0.160, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:02 transreid.train INFO: Epoch[65] Iter[180/486] Loss: 0.161, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:41:04 transreid.train INFO: Epoch[65] Iter[190/486] Loss: 0.159, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:41:07 transreid.train INFO: Epoch[65] Iter[200/486] Loss: 0.159, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:41:09 transreid.train INFO: Epoch[65] Iter[210/486] Loss: 0.156, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:41:12 transreid.train INFO: Epoch[65] Iter[220/486] Loss: 0.153, Acc: 0.995, Base Lr: 1.74e-04
2024-05-18 23:41:14 transreid.train INFO: Epoch[65] Iter[230/486] Loss: 0.153, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:17 transreid.train INFO: Epoch[65] Iter[240/486] Loss: 0.150, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:19 transreid.train INFO: Epoch[65] Iter[250/486] Loss: 0.148, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:22 transreid.train INFO: Epoch[65] Iter[260/486] Loss: 0.146, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:24 transreid.train INFO: Epoch[65] Iter[270/486] Loss: 0.144, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:27 transreid.train INFO: Epoch[65] Iter[280/486] Loss: 0.142, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:29 transreid.train INFO: Epoch[65] Iter[290/486] Loss: 0.141, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:32 transreid.train INFO: Epoch[65] Iter[300/486] Loss: 0.139, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:34 transreid.train INFO: Epoch[65] Iter[310/486] Loss: 0.138, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:37 transreid.train INFO: Epoch[65] Iter[320/486] Loss: 0.135, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:39 transreid.train INFO: Epoch[65] Iter[330/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:42 transreid.train INFO: Epoch[65] Iter[340/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:44 transreid.train INFO: Epoch[65] Iter[350/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.74e-04
2024-05-18 23:41:47 transreid.train INFO: Epoch[65] Iter[360/486] Loss: 0.127, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:41:49 transreid.train INFO: Epoch[65] Iter[370/486] Loss: 0.126, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:41:52 transreid.train INFO: Epoch[65] Iter[380/486] Loss: 0.124, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:41:54 transreid.train INFO: Epoch[65] Iter[390/486] Loss: 0.123, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:41:57 transreid.train INFO: Epoch[65] Iter[400/486] Loss: 0.121, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:41:59 transreid.train INFO: Epoch[65] Iter[410/486] Loss: 0.119, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:02 transreid.train INFO: Epoch[65] Iter[420/486] Loss: 0.117, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:04 transreid.train INFO: Epoch[65] Iter[430/486] Loss: 0.116, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:07 transreid.train INFO: Epoch[65] Iter[440/486] Loss: 0.114, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:09 transreid.train INFO: Epoch[65] Iter[450/486] Loss: 0.113, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:11 transreid.train INFO: Epoch[65] Iter[460/486] Loss: 0.112, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:14 transreid.train INFO: Epoch[65] Iter[470/486] Loss: 0.111, Acc: 0.997, Base Lr: 1.74e-04
2024-05-18 23:42:15 transreid.train INFO: Epoch 65 done. Time per epoch: 121.618[s] Speed: 248.9[samples/s]
2024-05-18 23:42:21 transreid.train INFO: Epoch[66] Iter[10/486] Loss: 0.265, Acc: 0.984, Base Lr: 1.69e-04
2024-05-18 23:42:24 transreid.train INFO: Epoch[66] Iter[20/486] Loss: 0.226, Acc: 0.989, Base Lr: 1.69e-04
2024-05-18 23:42:26 transreid.train INFO: Epoch[66] Iter[30/486] Loss: 0.239, Acc: 0.983, Base Lr: 1.69e-04
2024-05-18 23:42:29 transreid.train INFO: Epoch[66] Iter[40/486] Loss: 0.240, Acc: 0.986, Base Lr: 1.69e-04
2024-05-18 23:42:31 transreid.train INFO: Epoch[66] Iter[50/486] Loss: 0.222, Acc: 0.988, Base Lr: 1.69e-04
2024-05-18 23:42:34 transreid.train INFO: Epoch[66] Iter[60/486] Loss: 0.211, Acc: 0.989, Base Lr: 1.69e-04
2024-05-18 23:42:36 transreid.train INFO: Epoch[66] Iter[70/486] Loss: 0.205, Acc: 0.990, Base Lr: 1.69e-04
2024-05-18 23:42:39 transreid.train INFO: Epoch[66] Iter[80/486] Loss: 0.200, Acc: 0.991, Base Lr: 1.69e-04
2024-05-18 23:42:41 transreid.train INFO: Epoch[66] Iter[90/486] Loss: 0.197, Acc: 0.991, Base Lr: 1.69e-04
2024-05-18 23:42:44 transreid.train INFO: Epoch[66] Iter[100/486] Loss: 0.197, Acc: 0.991, Base Lr: 1.69e-04
2024-05-18 23:42:46 transreid.train INFO: Epoch[66] Iter[110/486] Loss: 0.192, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:42:48 transreid.train INFO: Epoch[66] Iter[120/486] Loss: 0.191, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:42:51 transreid.train INFO: Epoch[66] Iter[130/486] Loss: 0.188, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:42:53 transreid.train INFO: Epoch[66] Iter[140/486] Loss: 0.187, Acc: 0.991, Base Lr: 1.69e-04
2024-05-18 23:42:56 transreid.train INFO: Epoch[66] Iter[150/486] Loss: 0.184, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:42:58 transreid.train INFO: Epoch[66] Iter[160/486] Loss: 0.181, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:43:01 transreid.train INFO: Epoch[66] Iter[170/486] Loss: 0.178, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:43:03 transreid.train INFO: Epoch[66] Iter[180/486] Loss: 0.175, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:43:06 transreid.train INFO: Epoch[66] Iter[190/486] Loss: 0.173, Acc: 0.992, Base Lr: 1.69e-04
2024-05-18 23:43:08 transreid.train INFO: Epoch[66] Iter[200/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:11 transreid.train INFO: Epoch[66] Iter[210/486] Loss: 0.169, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:13 transreid.train INFO: Epoch[66] Iter[220/486] Loss: 0.168, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:16 transreid.train INFO: Epoch[66] Iter[230/486] Loss: 0.166, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:18 transreid.train INFO: Epoch[66] Iter[240/486] Loss: 0.164, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:21 transreid.train INFO: Epoch[66] Iter[250/486] Loss: 0.161, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:23 transreid.train INFO: Epoch[66] Iter[260/486] Loss: 0.158, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:25 transreid.train INFO: Epoch[66] Iter[270/486] Loss: 0.156, Acc: 0.993, Base Lr: 1.69e-04
2024-05-18 23:43:28 transreid.train INFO: Epoch[66] Iter[280/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:30 transreid.train INFO: Epoch[66] Iter[290/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:33 transreid.train INFO: Epoch[66] Iter[300/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:35 transreid.train INFO: Epoch[66] Iter[310/486] Loss: 0.148, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:38 transreid.train INFO: Epoch[66] Iter[320/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:40 transreid.train INFO: Epoch[66] Iter[330/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:43 transreid.train INFO: Epoch[66] Iter[340/486] Loss: 0.141, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:45 transreid.train INFO: Epoch[66] Iter[350/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.69e-04
2024-05-18 23:43:48 transreid.train INFO: Epoch[66] Iter[360/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:43:50 transreid.train INFO: Epoch[66] Iter[370/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:43:53 transreid.train INFO: Epoch[66] Iter[380/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:43:55 transreid.train INFO: Epoch[66] Iter[390/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:43:58 transreid.train INFO: Epoch[66] Iter[400/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:00 transreid.train INFO: Epoch[66] Iter[410/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:03 transreid.train INFO: Epoch[66] Iter[420/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:05 transreid.train INFO: Epoch[66] Iter[430/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:08 transreid.train INFO: Epoch[66] Iter[440/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:10 transreid.train INFO: Epoch[66] Iter[450/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:13 transreid.train INFO: Epoch[66] Iter[460/486] Loss: 0.115, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:15 transreid.train INFO: Epoch[66] Iter[470/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.69e-04
2024-05-18 23:44:16 transreid.train INFO: Epoch 66 done. Time per epoch: 121.252[s] Speed: 250.2[samples/s]
2024-05-18 23:44:22 transreid.train INFO: Epoch[67] Iter[10/486] Loss: 0.167, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:25 transreid.train INFO: Epoch[67] Iter[20/486] Loss: 0.175, Acc: 0.998, Base Lr: 1.64e-04
2024-05-18 23:44:27 transreid.train INFO: Epoch[67] Iter[30/486] Loss: 0.177, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:44:30 transreid.train INFO: Epoch[67] Iter[40/486] Loss: 0.183, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:44:32 transreid.train INFO: Epoch[67] Iter[50/486] Loss: 0.187, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:44:35 transreid.train INFO: Epoch[67] Iter[60/486] Loss: 0.185, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:37 transreid.train INFO: Epoch[67] Iter[70/486] Loss: 0.180, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:40 transreid.train INFO: Epoch[67] Iter[80/486] Loss: 0.174, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:42 transreid.train INFO: Epoch[67] Iter[90/486] Loss: 0.170, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:45 transreid.train INFO: Epoch[67] Iter[100/486] Loss: 0.167, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:47 transreid.train INFO: Epoch[67] Iter[110/486] Loss: 0.164, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:50 transreid.train INFO: Epoch[67] Iter[120/486] Loss: 0.163, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:52 transreid.train INFO: Epoch[67] Iter[130/486] Loss: 0.162, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:44:55 transreid.train INFO: Epoch[67] Iter[140/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:44:57 transreid.train INFO: Epoch[67] Iter[150/486] Loss: 0.160, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:45:00 transreid.train INFO: Epoch[67] Iter[160/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:45:02 transreid.train INFO: Epoch[67] Iter[170/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:45:05 transreid.train INFO: Epoch[67] Iter[180/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.64e-04
2024-05-18 23:45:07 transreid.train INFO: Epoch[67] Iter[190/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:10 transreid.train INFO: Epoch[67] Iter[200/486] Loss: 0.150, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:12 transreid.train INFO: Epoch[67] Iter[210/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:15 transreid.train INFO: Epoch[67] Iter[220/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:17 transreid.train INFO: Epoch[67] Iter[230/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:19 transreid.train INFO: Epoch[67] Iter[240/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:22 transreid.train INFO: Epoch[67] Iter[250/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:24 transreid.train INFO: Epoch[67] Iter[260/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:27 transreid.train INFO: Epoch[67] Iter[270/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:29 transreid.train INFO: Epoch[67] Iter[280/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:32 transreid.train INFO: Epoch[67] Iter[290/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:34 transreid.train INFO: Epoch[67] Iter[300/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:37 transreid.train INFO: Epoch[67] Iter[310/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:39 transreid.train INFO: Epoch[67] Iter[320/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:42 transreid.train INFO: Epoch[67] Iter[330/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:44 transreid.train INFO: Epoch[67] Iter[340/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:47 transreid.train INFO: Epoch[67] Iter[350/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:49 transreid.train INFO: Epoch[67] Iter[360/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:52 transreid.train INFO: Epoch[67] Iter[370/486] Loss: 0.120, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:54 transreid.train INFO: Epoch[67] Iter[380/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:45:57 transreid.train INFO: Epoch[67] Iter[390/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:45:59 transreid.train INFO: Epoch[67] Iter[400/486] Loss: 0.116, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:46:02 transreid.train INFO: Epoch[67] Iter[410/486] Loss: 0.114, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:46:04 transreid.train INFO: Epoch[67] Iter[420/486] Loss: 0.112, Acc: 0.995, Base Lr: 1.64e-04
2024-05-18 23:46:06 transreid.train INFO: Epoch[67] Iter[430/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:46:09 transreid.train INFO: Epoch[67] Iter[440/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:46:11 transreid.train INFO: Epoch[67] Iter[450/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:46:14 transreid.train INFO: Epoch[67] Iter[460/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:46:16 transreid.train INFO: Epoch[67] Iter[470/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.64e-04
2024-05-18 23:46:18 transreid.train INFO: Epoch 67 done. Time per epoch: 121.400[s] Speed: 249.9[samples/s]
2024-05-18 23:46:24 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.234, Acc: 0.980, Base Lr: 1.59e-04
2024-05-18 23:46:26 transreid.train INFO: Epoch[68] Iter[20/486] Loss: 0.208, Acc: 0.986, Base Lr: 1.59e-04
2024-05-18 23:46:29 transreid.train INFO: Epoch[68] Iter[30/486] Loss: 0.197, Acc: 0.988, Base Lr: 1.59e-04
2024-05-18 23:46:31 transreid.train INFO: Epoch[68] Iter[40/486] Loss: 0.187, Acc: 0.990, Base Lr: 1.59e-04
2024-05-18 23:46:34 transreid.train INFO: Epoch[68] Iter[50/486] Loss: 0.189, Acc: 0.990, Base Lr: 1.59e-04
2024-05-18 23:46:36 transreid.train INFO: Epoch[68] Iter[60/486] Loss: 0.180, Acc: 0.991, Base Lr: 1.59e-04
2024-05-18 23:46:39 transreid.train INFO: Epoch[68] Iter[70/486] Loss: 0.181, Acc: 0.991, Base Lr: 1.59e-04
2024-05-18 23:46:41 transreid.train INFO: Epoch[68] Iter[80/486] Loss: 0.181, Acc: 0.991, Base Lr: 1.59e-04
2024-05-18 23:46:44 transreid.train INFO: Epoch[68] Iter[90/486] Loss: 0.179, Acc: 0.992, Base Lr: 1.59e-04
2024-05-18 23:46:46 transreid.train INFO: Epoch[68] Iter[100/486] Loss: 0.176, Acc: 0.992, Base Lr: 1.59e-04
2024-05-18 23:46:49 transreid.train INFO: Epoch[68] Iter[110/486] Loss: 0.173, Acc: 0.992, Base Lr: 1.59e-04
2024-05-18 23:46:51 transreid.train INFO: Epoch[68] Iter[120/486] Loss: 0.169, Acc: 0.992, Base Lr: 1.59e-04
2024-05-18 23:46:54 transreid.train INFO: Epoch[68] Iter[130/486] Loss: 0.165, Acc: 0.993, Base Lr: 1.59e-04
2024-05-18 23:46:56 transreid.train INFO: Epoch[68] Iter[140/486] Loss: 0.163, Acc: 0.993, Base Lr: 1.59e-04
2024-05-18 23:46:58 transreid.train INFO: Epoch[68] Iter[150/486] Loss: 0.161, Acc: 0.994, Base Lr: 1.59e-04
2024-05-18 23:47:01 transreid.train INFO: Epoch[68] Iter[160/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.59e-04
2024-05-18 23:47:03 transreid.train INFO: Epoch[68] Iter[170/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.59e-04
2024-05-18 23:47:06 transreid.train INFO: Epoch[68] Iter[180/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:08 transreid.train INFO: Epoch[68] Iter[190/486] Loss: 0.148, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:11 transreid.train INFO: Epoch[68] Iter[200/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:13 transreid.train INFO: Epoch[68] Iter[210/486] Loss: 0.146, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:16 transreid.train INFO: Epoch[68] Iter[220/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:18 transreid.train INFO: Epoch[68] Iter[230/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:21 transreid.train INFO: Epoch[68] Iter[240/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:23 transreid.train INFO: Epoch[68] Iter[250/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.59e-04
2024-05-18 23:47:26 transreid.train INFO: Epoch[68] Iter[260/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:28 transreid.train INFO: Epoch[68] Iter[270/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:31 transreid.train INFO: Epoch[68] Iter[280/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:33 transreid.train INFO: Epoch[68] Iter[290/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:36 transreid.train INFO: Epoch[68] Iter[300/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:38 transreid.train INFO: Epoch[68] Iter[310/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:41 transreid.train INFO: Epoch[68] Iter[320/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:43 transreid.train INFO: Epoch[68] Iter[330/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:45 transreid.train INFO: Epoch[68] Iter[340/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:48 transreid.train INFO: Epoch[68] Iter[350/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:50 transreid.train INFO: Epoch[68] Iter[360/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:53 transreid.train INFO: Epoch[68] Iter[370/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:55 transreid.train INFO: Epoch[68] Iter[380/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:47:58 transreid.train INFO: Epoch[68] Iter[390/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:00 transreid.train INFO: Epoch[68] Iter[400/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:03 transreid.train INFO: Epoch[68] Iter[410/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:05 transreid.train INFO: Epoch[68] Iter[420/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:08 transreid.train INFO: Epoch[68] Iter[430/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:10 transreid.train INFO: Epoch[68] Iter[440/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:13 transreid.train INFO: Epoch[68] Iter[450/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:15 transreid.train INFO: Epoch[68] Iter[460/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:18 transreid.train INFO: Epoch[68] Iter[470/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.59e-04
2024-05-18 23:48:19 transreid.train INFO: Epoch 68 done. Time per epoch: 121.022[s] Speed: 250.1[samples/s]
2024-05-18 23:48:25 transreid.train INFO: Epoch[69] Iter[10/486] Loss: 0.198, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:48:27 transreid.train INFO: Epoch[69] Iter[20/486] Loss: 0.182, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:48:30 transreid.train INFO: Epoch[69] Iter[30/486] Loss: 0.186, Acc: 0.991, Base Lr: 1.54e-04
2024-05-18 23:48:32 transreid.train INFO: Epoch[69] Iter[40/486] Loss: 0.182, Acc: 0.991, Base Lr: 1.54e-04
2024-05-18 23:48:35 transreid.train INFO: Epoch[69] Iter[50/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:37 transreid.train INFO: Epoch[69] Iter[60/486] Loss: 0.174, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:40 transreid.train INFO: Epoch[69] Iter[70/486] Loss: 0.175, Acc: 0.992, Base Lr: 1.54e-04
2024-05-18 23:48:42 transreid.train INFO: Epoch[69] Iter[80/486] Loss: 0.168, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:45 transreid.train INFO: Epoch[69] Iter[90/486] Loss: 0.165, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:47 transreid.train INFO: Epoch[69] Iter[100/486] Loss: 0.167, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:50 transreid.train INFO: Epoch[69] Iter[110/486] Loss: 0.162, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:48:52 transreid.train INFO: Epoch[69] Iter[120/486] Loss: 0.163, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:55 transreid.train INFO: Epoch[69] Iter[130/486] Loss: 0.161, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:48:57 transreid.train INFO: Epoch[69] Iter[140/486] Loss: 0.161, Acc: 0.993, Base Lr: 1.54e-04
2024-05-18 23:49:00 transreid.train INFO: Epoch[69] Iter[150/486] Loss: 0.157, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:02 transreid.train INFO: Epoch[69] Iter[160/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:05 transreid.train INFO: Epoch[69] Iter[170/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:07 transreid.train INFO: Epoch[69] Iter[180/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:09 transreid.train INFO: Epoch[69] Iter[190/486] Loss: 0.147, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:12 transreid.train INFO: Epoch[69] Iter[200/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:14 transreid.train INFO: Epoch[69] Iter[210/486] Loss: 0.144, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:17 transreid.train INFO: Epoch[69] Iter[220/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:19 transreid.train INFO: Epoch[69] Iter[230/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:22 transreid.train INFO: Epoch[69] Iter[240/486] Loss: 0.140, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:24 transreid.train INFO: Epoch[69] Iter[250/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:27 transreid.train INFO: Epoch[69] Iter[260/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.54e-04
2024-05-18 23:49:29 transreid.train INFO: Epoch[69] Iter[270/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:32 transreid.train INFO: Epoch[69] Iter[280/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:34 transreid.train INFO: Epoch[69] Iter[290/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:37 transreid.train INFO: Epoch[69] Iter[300/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:39 transreid.train INFO: Epoch[69] Iter[310/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:42 transreid.train INFO: Epoch[69] Iter[320/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:44 transreid.train INFO: Epoch[69] Iter[330/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:47 transreid.train INFO: Epoch[69] Iter[340/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.54e-04
2024-05-18 23:49:49 transreid.train INFO: Epoch[69] Iter[350/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:49:52 transreid.train INFO: Epoch[69] Iter[360/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:49:54 transreid.train INFO: Epoch[69] Iter[370/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:49:57 transreid.train INFO: Epoch[69] Iter[380/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:49:59 transreid.train INFO: Epoch[69] Iter[390/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:02 transreid.train INFO: Epoch[69] Iter[400/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:04 transreid.train INFO: Epoch[69] Iter[410/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:07 transreid.train INFO: Epoch[69] Iter[420/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:09 transreid.train INFO: Epoch[69] Iter[430/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:12 transreid.train INFO: Epoch[69] Iter[440/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:14 transreid.train INFO: Epoch[69] Iter[450/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:16 transreid.train INFO: Epoch[69] Iter[460/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:19 transreid.train INFO: Epoch[69] Iter[470/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.54e-04
2024-05-18 23:50:20 transreid.train INFO: Epoch 69 done. Time per epoch: 121.506[s] Speed: 249.7[samples/s]
2024-05-18 23:50:28 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.186, Acc: 0.989, Base Lr: 1.49e-04
2024-05-18 23:50:30 transreid.train INFO: Epoch[70] Iter[20/486] Loss: 0.203, Acc: 0.989, Base Lr: 1.49e-04
2024-05-18 23:50:33 transreid.train INFO: Epoch[70] Iter[30/486] Loss: 0.200, Acc: 0.988, Base Lr: 1.49e-04
2024-05-18 23:50:35 transreid.train INFO: Epoch[70] Iter[40/486] Loss: 0.188, Acc: 0.990, Base Lr: 1.49e-04
2024-05-18 23:50:38 transreid.train INFO: Epoch[70] Iter[50/486] Loss: 0.180, Acc: 0.992, Base Lr: 1.49e-04
2024-05-18 23:50:40 transreid.train INFO: Epoch[70] Iter[60/486] Loss: 0.183, Acc: 0.992, Base Lr: 1.49e-04
2024-05-18 23:50:43 transreid.train INFO: Epoch[70] Iter[70/486] Loss: 0.179, Acc: 0.992, Base Lr: 1.49e-04
2024-05-18 23:50:45 transreid.train INFO: Epoch[70] Iter[80/486] Loss: 0.172, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:50:47 transreid.train INFO: Epoch[70] Iter[90/486] Loss: 0.170, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:50:50 transreid.train INFO: Epoch[70] Iter[100/486] Loss: 0.165, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:50:52 transreid.train INFO: Epoch[70] Iter[110/486] Loss: 0.163, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:50:55 transreid.train INFO: Epoch[70] Iter[120/486] Loss: 0.160, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:50:57 transreid.train INFO: Epoch[70] Iter[130/486] Loss: 0.159, Acc: 0.993, Base Lr: 1.49e-04
2024-05-18 23:51:00 transreid.train INFO: Epoch[70] Iter[140/486] Loss: 0.156, Acc: 0.994, Base Lr: 1.49e-04
2024-05-18 23:51:02 transreid.train INFO: Epoch[70] Iter[150/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.49e-04
2024-05-18 23:51:05 transreid.train INFO: Epoch[70] Iter[160/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.49e-04
2024-05-18 23:51:07 transreid.train INFO: Epoch[70] Iter[170/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.49e-04
2024-05-18 23:51:10 transreid.train INFO: Epoch[70] Iter[180/486] Loss: 0.147, Acc: 0.994, Base Lr: 1.49e-04
2024-05-18 23:51:12 transreid.train INFO: Epoch[70] Iter[190/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:15 transreid.train INFO: Epoch[70] Iter[200/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:17 transreid.train INFO: Epoch[70] Iter[210/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:20 transreid.train INFO: Epoch[70] Iter[220/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:22 transreid.train INFO: Epoch[70] Iter[230/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:25 transreid.train INFO: Epoch[70] Iter[240/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:27 transreid.train INFO: Epoch[70] Iter[250/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:30 transreid.train INFO: Epoch[70] Iter[260/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:32 transreid.train INFO: Epoch[70] Iter[270/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:35 transreid.train INFO: Epoch[70] Iter[280/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:37 transreid.train INFO: Epoch[70] Iter[290/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:40 transreid.train INFO: Epoch[70] Iter[300/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.49e-04
2024-05-18 23:51:42 transreid.train INFO: Epoch[70] Iter[310/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:45 transreid.train INFO: Epoch[70] Iter[320/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:47 transreid.train INFO: Epoch[70] Iter[330/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:50 transreid.train INFO: Epoch[70] Iter[340/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:52 transreid.train INFO: Epoch[70] Iter[350/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:55 transreid.train INFO: Epoch[70] Iter[360/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:51:57 transreid.train INFO: Epoch[70] Iter[370/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:00 transreid.train INFO: Epoch[70] Iter[380/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:02 transreid.train INFO: Epoch[70] Iter[390/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:05 transreid.train INFO: Epoch[70] Iter[400/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:07 transreid.train INFO: Epoch[70] Iter[410/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:10 transreid.train INFO: Epoch[70] Iter[420/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:12 transreid.train INFO: Epoch[70] Iter[430/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:14 transreid.train INFO: Epoch[70] Iter[440/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:17 transreid.train INFO: Epoch[70] Iter[450/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:19 transreid.train INFO: Epoch[70] Iter[460/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:22 transreid.train INFO: Epoch[70] Iter[470/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.49e-04
2024-05-18 23:52:23 transreid.train INFO: Epoch 70 done. Time per epoch: 122.769[s] Speed: 246.6[samples/s]
2024-05-18 23:52:30 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.203, Acc: 0.989, Base Lr: 1.44e-04
2024-05-18 23:52:32 transreid.train INFO: Epoch[71] Iter[20/486] Loss: 0.175, Acc: 0.992, Base Lr: 1.44e-04
2024-05-18 23:52:35 transreid.train INFO: Epoch[71] Iter[30/486] Loss: 0.187, Acc: 0.989, Base Lr: 1.44e-04
2024-05-18 23:52:37 transreid.train INFO: Epoch[71] Iter[40/486] Loss: 0.189, Acc: 0.989, Base Lr: 1.44e-04
2024-05-18 23:52:40 transreid.train INFO: Epoch[71] Iter[50/486] Loss: 0.184, Acc: 0.990, Base Lr: 1.44e-04
2024-05-18 23:52:42 transreid.train INFO: Epoch[71] Iter[60/486] Loss: 0.179, Acc: 0.992, Base Lr: 1.44e-04
2024-05-18 23:52:44 transreid.train INFO: Epoch[71] Iter[70/486] Loss: 0.177, Acc: 0.992, Base Lr: 1.44e-04
2024-05-18 23:52:47 transreid.train INFO: Epoch[71] Iter[80/486] Loss: 0.173, Acc: 0.992, Base Lr: 1.44e-04
2024-05-18 23:52:49 transreid.train INFO: Epoch[71] Iter[90/486] Loss: 0.171, Acc: 0.993, Base Lr: 1.44e-04
2024-05-18 23:52:52 transreid.train INFO: Epoch[71] Iter[100/486] Loss: 0.168, Acc: 0.993, Base Lr: 1.44e-04
2024-05-18 23:52:54 transreid.train INFO: Epoch[71] Iter[110/486] Loss: 0.166, Acc: 0.993, Base Lr: 1.44e-04
2024-05-18 23:52:57 transreid.train INFO: Epoch[71] Iter[120/486] Loss: 0.162, Acc: 0.993, Base Lr: 1.44e-04
2024-05-18 23:52:59 transreid.train INFO: Epoch[71] Iter[130/486] Loss: 0.159, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:02 transreid.train INFO: Epoch[71] Iter[140/486] Loss: 0.155, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:04 transreid.train INFO: Epoch[71] Iter[150/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:07 transreid.train INFO: Epoch[71] Iter[160/486] Loss: 0.152, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:09 transreid.train INFO: Epoch[71] Iter[170/486] Loss: 0.149, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:12 transreid.train INFO: Epoch[71] Iter[180/486] Loss: 0.147, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:14 transreid.train INFO: Epoch[71] Iter[190/486] Loss: 0.145, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:17 transreid.train INFO: Epoch[71] Iter[200/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:19 transreid.train INFO: Epoch[71] Iter[210/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:22 transreid.train INFO: Epoch[71] Iter[220/486] Loss: 0.141, Acc: 0.994, Base Lr: 1.44e-04
2024-05-18 23:53:24 transreid.train INFO: Epoch[71] Iter[230/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:26 transreid.train INFO: Epoch[71] Iter[240/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:29 transreid.train INFO: Epoch[71] Iter[250/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:31 transreid.train INFO: Epoch[71] Iter[260/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:34 transreid.train INFO: Epoch[71] Iter[270/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:36 transreid.train INFO: Epoch[71] Iter[280/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:39 transreid.train INFO: Epoch[71] Iter[290/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:41 transreid.train INFO: Epoch[71] Iter[300/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:44 transreid.train INFO: Epoch[71] Iter[310/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:46 transreid.train INFO: Epoch[71] Iter[320/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:49 transreid.train INFO: Epoch[71] Iter[330/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:51 transreid.train INFO: Epoch[71] Iter[340/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:54 transreid.train INFO: Epoch[71] Iter[350/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.44e-04
2024-05-18 23:53:56 transreid.train INFO: Epoch[71] Iter[360/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:53:59 transreid.train INFO: Epoch[71] Iter[370/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:01 transreid.train INFO: Epoch[71] Iter[380/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:04 transreid.train INFO: Epoch[71] Iter[390/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:06 transreid.train INFO: Epoch[71] Iter[400/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:08 transreid.train INFO: Epoch[71] Iter[410/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:11 transreid.train INFO: Epoch[71] Iter[420/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:13 transreid.train INFO: Epoch[71] Iter[430/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:16 transreid.train INFO: Epoch[71] Iter[440/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:18 transreid.train INFO: Epoch[71] Iter[450/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:21 transreid.train INFO: Epoch[71] Iter[460/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:23 transreid.train INFO: Epoch[71] Iter[470/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.44e-04
2024-05-18 23:54:25 transreid.train INFO: Epoch 71 done. Time per epoch: 121.644[s] Speed: 249.4[samples/s]
2024-05-18 23:54:31 transreid.train INFO: Epoch[72] Iter[10/486] Loss: 0.162, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:33 transreid.train INFO: Epoch[72] Iter[20/486] Loss: 0.171, Acc: 0.992, Base Lr: 1.39e-04
2024-05-18 23:54:36 transreid.train INFO: Epoch[72] Iter[30/486] Loss: 0.167, Acc: 0.993, Base Lr: 1.39e-04
2024-05-18 23:54:38 transreid.train INFO: Epoch[72] Iter[40/486] Loss: 0.158, Acc: 0.993, Base Lr: 1.39e-04
2024-05-18 23:54:41 transreid.train INFO: Epoch[72] Iter[50/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:43 transreid.train INFO: Epoch[72] Iter[60/486] Loss: 0.151, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:54:46 transreid.train INFO: Epoch[72] Iter[70/486] Loss: 0.154, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:48 transreid.train INFO: Epoch[72] Iter[80/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:51 transreid.train INFO: Epoch[72] Iter[90/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:53 transreid.train INFO: Epoch[72] Iter[100/486] Loss: 0.148, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:56 transreid.train INFO: Epoch[72] Iter[110/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:54:58 transreid.train INFO: Epoch[72] Iter[120/486] Loss: 0.147, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:55:00 transreid.train INFO: Epoch[72] Iter[130/486] Loss: 0.151, Acc: 0.993, Base Lr: 1.39e-04
2024-05-18 23:55:03 transreid.train INFO: Epoch[72] Iter[140/486] Loss: 0.149, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:55:05 transreid.train INFO: Epoch[72] Iter[150/486] Loss: 0.148, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:55:08 transreid.train INFO: Epoch[72] Iter[160/486] Loss: 0.145, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:55:10 transreid.train INFO: Epoch[72] Iter[170/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.39e-04
2024-05-18 23:55:13 transreid.train INFO: Epoch[72] Iter[180/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:15 transreid.train INFO: Epoch[72] Iter[190/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:18 transreid.train INFO: Epoch[72] Iter[200/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:20 transreid.train INFO: Epoch[72] Iter[210/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:23 transreid.train INFO: Epoch[72] Iter[220/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:25 transreid.train INFO: Epoch[72] Iter[230/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:28 transreid.train INFO: Epoch[72] Iter[240/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.39e-04
2024-05-18 23:55:30 transreid.train INFO: Epoch[72] Iter[250/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:33 transreid.train INFO: Epoch[72] Iter[260/486] Loss: 0.128, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:35 transreid.train INFO: Epoch[72] Iter[270/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:38 transreid.train INFO: Epoch[72] Iter[280/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:40 transreid.train INFO: Epoch[72] Iter[290/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:43 transreid.train INFO: Epoch[72] Iter[300/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:45 transreid.train INFO: Epoch[72] Iter[310/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:47 transreid.train INFO: Epoch[72] Iter[320/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:50 transreid.train INFO: Epoch[72] Iter[330/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:52 transreid.train INFO: Epoch[72] Iter[340/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:55 transreid.train INFO: Epoch[72] Iter[350/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:55:57 transreid.train INFO: Epoch[72] Iter[360/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:00 transreid.train INFO: Epoch[72] Iter[370/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:02 transreid.train INFO: Epoch[72] Iter[380/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:05 transreid.train INFO: Epoch[72] Iter[390/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:07 transreid.train INFO: Epoch[72] Iter[400/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:10 transreid.train INFO: Epoch[72] Iter[410/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:12 transreid.train INFO: Epoch[72] Iter[420/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:15 transreid.train INFO: Epoch[72] Iter[430/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:17 transreid.train INFO: Epoch[72] Iter[440/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:20 transreid.train INFO: Epoch[72] Iter[450/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:22 transreid.train INFO: Epoch[72] Iter[460/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:25 transreid.train INFO: Epoch[72] Iter[470/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.39e-04
2024-05-18 23:56:26 transreid.train INFO: Epoch 72 done. Time per epoch: 121.048[s] Speed: 250.1[samples/s]
2024-05-18 23:56:33 transreid.train INFO: Epoch[73] Iter[10/486] Loss: 0.181, Acc: 0.986, Base Lr: 1.34e-04
2024-05-18 23:56:35 transreid.train INFO: Epoch[73] Iter[20/486] Loss: 0.205, Acc: 0.980, Base Lr: 1.34e-04
2024-05-18 23:56:38 transreid.train INFO: Epoch[73] Iter[30/486] Loss: 0.196, Acc: 0.985, Base Lr: 1.34e-04
2024-05-18 23:56:40 transreid.train INFO: Epoch[73] Iter[40/486] Loss: 0.182, Acc: 0.988, Base Lr: 1.34e-04
2024-05-18 23:56:43 transreid.train INFO: Epoch[73] Iter[50/486] Loss: 0.180, Acc: 0.989, Base Lr: 1.34e-04
2024-05-18 23:56:45 transreid.train INFO: Epoch[73] Iter[60/486] Loss: 0.170, Acc: 0.991, Base Lr: 1.34e-04
2024-05-18 23:56:48 transreid.train INFO: Epoch[73] Iter[70/486] Loss: 0.170, Acc: 0.991, Base Lr: 1.34e-04
2024-05-18 23:56:50 transreid.train INFO: Epoch[73] Iter[80/486] Loss: 0.169, Acc: 0.991, Base Lr: 1.34e-04
2024-05-18 23:56:53 transreid.train INFO: Epoch[73] Iter[90/486] Loss: 0.163, Acc: 0.992, Base Lr: 1.34e-04
2024-05-18 23:56:55 transreid.train INFO: Epoch[73] Iter[100/486] Loss: 0.163, Acc: 0.992, Base Lr: 1.34e-04
2024-05-18 23:56:58 transreid.train INFO: Epoch[73] Iter[110/486] Loss: 0.161, Acc: 0.992, Base Lr: 1.34e-04
2024-05-18 23:57:00 transreid.train INFO: Epoch[73] Iter[120/486] Loss: 0.160, Acc: 0.992, Base Lr: 1.34e-04
2024-05-18 23:57:02 transreid.train INFO: Epoch[73] Iter[130/486] Loss: 0.156, Acc: 0.993, Base Lr: 1.34e-04
2024-05-18 23:57:05 transreid.train INFO: Epoch[73] Iter[140/486] Loss: 0.152, Acc: 0.993, Base Lr: 1.34e-04
2024-05-18 23:57:07 transreid.train INFO: Epoch[73] Iter[150/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:10 transreid.train INFO: Epoch[73] Iter[160/486] Loss: 0.148, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:12 transreid.train INFO: Epoch[73] Iter[170/486] Loss: 0.147, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:15 transreid.train INFO: Epoch[73] Iter[180/486] Loss: 0.144, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:17 transreid.train INFO: Epoch[73] Iter[190/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:20 transreid.train INFO: Epoch[73] Iter[200/486] Loss: 0.141, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:22 transreid.train INFO: Epoch[73] Iter[210/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.34e-04
2024-05-18 23:57:25 transreid.train INFO: Epoch[73] Iter[220/486] Loss: 0.137, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:27 transreid.train INFO: Epoch[73] Iter[230/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:30 transreid.train INFO: Epoch[73] Iter[240/486] Loss: 0.134, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:32 transreid.train INFO: Epoch[73] Iter[250/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:34 transreid.train INFO: Epoch[73] Iter[260/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:37 transreid.train INFO: Epoch[73] Iter[270/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:39 transreid.train INFO: Epoch[73] Iter[280/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:42 transreid.train INFO: Epoch[73] Iter[290/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.34e-04
2024-05-18 23:57:44 transreid.train INFO: Epoch[73] Iter[300/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:47 transreid.train INFO: Epoch[73] Iter[310/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:49 transreid.train INFO: Epoch[73] Iter[320/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:52 transreid.train INFO: Epoch[73] Iter[330/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:54 transreid.train INFO: Epoch[73] Iter[340/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:57 transreid.train INFO: Epoch[73] Iter[350/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:57:59 transreid.train INFO: Epoch[73] Iter[360/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:02 transreid.train INFO: Epoch[73] Iter[370/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:04 transreid.train INFO: Epoch[73] Iter[380/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:07 transreid.train INFO: Epoch[73] Iter[390/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:09 transreid.train INFO: Epoch[73] Iter[400/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:12 transreid.train INFO: Epoch[73] Iter[410/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:14 transreid.train INFO: Epoch[73] Iter[420/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:17 transreid.train INFO: Epoch[73] Iter[430/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:19 transreid.train INFO: Epoch[73] Iter[440/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:22 transreid.train INFO: Epoch[73] Iter[450/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:24 transreid.train INFO: Epoch[73] Iter[460/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:26 transreid.train INFO: Epoch[73] Iter[470/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.34e-04
2024-05-18 23:58:28 transreid.train INFO: Epoch 73 done. Time per epoch: 122.119[s] Speed: 248.4[samples/s]
2024-05-18 23:58:34 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.218, Acc: 0.978, Base Lr: 1.29e-04
2024-05-18 23:58:37 transreid.train INFO: Epoch[74] Iter[20/486] Loss: 0.187, Acc: 0.986, Base Lr: 1.29e-04
2024-05-18 23:58:39 transreid.train INFO: Epoch[74] Iter[30/486] Loss: 0.182, Acc: 0.989, Base Lr: 1.29e-04
2024-05-18 23:58:41 transreid.train INFO: Epoch[74] Iter[40/486] Loss: 0.170, Acc: 0.991, Base Lr: 1.29e-04
2024-05-18 23:58:44 transreid.train INFO: Epoch[74] Iter[50/486] Loss: 0.164, Acc: 0.993, Base Lr: 1.29e-04
2024-05-18 23:58:46 transreid.train INFO: Epoch[74] Iter[60/486] Loss: 0.160, Acc: 0.992, Base Lr: 1.29e-04
2024-05-18 23:58:49 transreid.train INFO: Epoch[74] Iter[70/486] Loss: 0.156, Acc: 0.993, Base Lr: 1.29e-04
2024-05-18 23:58:51 transreid.train INFO: Epoch[74] Iter[80/486] Loss: 0.151, Acc: 0.994, Base Lr: 1.29e-04
2024-05-18 23:58:54 transreid.train INFO: Epoch[74] Iter[90/486] Loss: 0.147, Acc: 0.994, Base Lr: 1.29e-04
2024-05-18 23:58:56 transreid.train INFO: Epoch[74] Iter[100/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:58:59 transreid.train INFO: Epoch[74] Iter[110/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:01 transreid.train INFO: Epoch[74] Iter[120/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:04 transreid.train INFO: Epoch[74] Iter[130/486] Loss: 0.142, Acc: 0.994, Base Lr: 1.29e-04
2024-05-18 23:59:06 transreid.train INFO: Epoch[74] Iter[140/486] Loss: 0.140, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:09 transreid.train INFO: Epoch[74] Iter[150/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:11 transreid.train INFO: Epoch[74] Iter[160/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:14 transreid.train INFO: Epoch[74] Iter[170/486] Loss: 0.135, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:16 transreid.train INFO: Epoch[74] Iter[180/486] Loss: 0.132, Acc: 0.995, Base Lr: 1.29e-04
2024-05-18 23:59:19 transreid.train INFO: Epoch[74] Iter[190/486] Loss: 0.130, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:21 transreid.train INFO: Epoch[74] Iter[200/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:24 transreid.train INFO: Epoch[74] Iter[210/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:26 transreid.train INFO: Epoch[74] Iter[220/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:29 transreid.train INFO: Epoch[74] Iter[230/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:31 transreid.train INFO: Epoch[74] Iter[240/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:34 transreid.train INFO: Epoch[74] Iter[250/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:36 transreid.train INFO: Epoch[74] Iter[260/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:38 transreid.train INFO: Epoch[74] Iter[270/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:41 transreid.train INFO: Epoch[74] Iter[280/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:43 transreid.train INFO: Epoch[74] Iter[290/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:46 transreid.train INFO: Epoch[74] Iter[300/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:48 transreid.train INFO: Epoch[74] Iter[310/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:51 transreid.train INFO: Epoch[74] Iter[320/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:53 transreid.train INFO: Epoch[74] Iter[330/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:56 transreid.train INFO: Epoch[74] Iter[340/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.29e-04
2024-05-18 23:59:58 transreid.train INFO: Epoch[74] Iter[350/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:01 transreid.train INFO: Epoch[74] Iter[360/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:03 transreid.train INFO: Epoch[74] Iter[370/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:06 transreid.train INFO: Epoch[74] Iter[380/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:08 transreid.train INFO: Epoch[74] Iter[390/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:11 transreid.train INFO: Epoch[74] Iter[400/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:13 transreid.train INFO: Epoch[74] Iter[410/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:16 transreid.train INFO: Epoch[74] Iter[420/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:18 transreid.train INFO: Epoch[74] Iter[430/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:21 transreid.train INFO: Epoch[74] Iter[440/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:23 transreid.train INFO: Epoch[74] Iter[450/486] Loss: 0.093, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:26 transreid.train INFO: Epoch[74] Iter[460/486] Loss: 0.091, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:28 transreid.train INFO: Epoch[74] Iter[470/486] Loss: 0.090, Acc: 0.996, Base Lr: 1.29e-04
2024-05-19 00:00:30 transreid.train INFO: Epoch 74 done. Time per epoch: 121.948[s] Speed: 249.3[samples/s]
2024-05-19 00:00:36 transreid.train INFO: Epoch[75] Iter[10/486] Loss: 0.166, Acc: 0.988, Base Lr: 1.24e-04
2024-05-19 00:00:38 transreid.train INFO: Epoch[75] Iter[20/486] Loss: 0.150, Acc: 0.991, Base Lr: 1.24e-04
2024-05-19 00:00:41 transreid.train INFO: Epoch[75] Iter[30/486] Loss: 0.163, Acc: 0.991, Base Lr: 1.24e-04
2024-05-19 00:00:43 transreid.train INFO: Epoch[75] Iter[40/486] Loss: 0.168, Acc: 0.991, Base Lr: 1.24e-04
2024-05-19 00:00:46 transreid.train INFO: Epoch[75] Iter[50/486] Loss: 0.164, Acc: 0.992, Base Lr: 1.24e-04
2024-05-19 00:00:48 transreid.train INFO: Epoch[75] Iter[60/486] Loss: 0.155, Acc: 0.993, Base Lr: 1.24e-04
2024-05-19 00:00:51 transreid.train INFO: Epoch[75] Iter[70/486] Loss: 0.153, Acc: 0.994, Base Lr: 1.24e-04
2024-05-19 00:00:53 transreid.train INFO: Epoch[75] Iter[80/486] Loss: 0.150, Acc: 0.994, Base Lr: 1.24e-04
2024-05-19 00:00:56 transreid.train INFO: Epoch[75] Iter[90/486] Loss: 0.145, Acc: 0.995, Base Lr: 1.24e-04
2024-05-19 00:00:58 transreid.train INFO: Epoch[75] Iter[100/486] Loss: 0.143, Acc: 0.995, Base Lr: 1.24e-04
2024-05-19 00:01:01 transreid.train INFO: Epoch[75] Iter[110/486] Loss: 0.141, Acc: 0.995, Base Lr: 1.24e-04
2024-05-19 00:01:03 transreid.train INFO: Epoch[75] Iter[120/486] Loss: 0.138, Acc: 0.995, Base Lr: 1.24e-04
2024-05-19 00:01:06 transreid.train INFO: Epoch[75] Iter[130/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.24e-04
2024-05-19 00:01:08 transreid.train INFO: Epoch[75] Iter[140/486] Loss: 0.134, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:11 transreid.train INFO: Epoch[75] Iter[150/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:13 transreid.train INFO: Epoch[75] Iter[160/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:16 transreid.train INFO: Epoch[75] Iter[170/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:18 transreid.train INFO: Epoch[75] Iter[180/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:21 transreid.train INFO: Epoch[75] Iter[190/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:23 transreid.train INFO: Epoch[75] Iter[200/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:25 transreid.train INFO: Epoch[75] Iter[210/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:28 transreid.train INFO: Epoch[75] Iter[220/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:30 transreid.train INFO: Epoch[75] Iter[230/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:33 transreid.train INFO: Epoch[75] Iter[240/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:35 transreid.train INFO: Epoch[75] Iter[250/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:38 transreid.train INFO: Epoch[75] Iter[260/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:40 transreid.train INFO: Epoch[75] Iter[270/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:43 transreid.train INFO: Epoch[75] Iter[280/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:45 transreid.train INFO: Epoch[75] Iter[290/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:48 transreid.train INFO: Epoch[75] Iter[300/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:50 transreid.train INFO: Epoch[75] Iter[310/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:53 transreid.train INFO: Epoch[75] Iter[320/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:55 transreid.train INFO: Epoch[75] Iter[330/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:01:58 transreid.train INFO: Epoch[75] Iter[340/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.24e-04
2024-05-19 00:02:00 transreid.train INFO: Epoch[75] Iter[350/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:03 transreid.train INFO: Epoch[75] Iter[360/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:05 transreid.train INFO: Epoch[75] Iter[370/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:08 transreid.train INFO: Epoch[75] Iter[380/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:10 transreid.train INFO: Epoch[75] Iter[390/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:13 transreid.train INFO: Epoch[75] Iter[400/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:15 transreid.train INFO: Epoch[75] Iter[410/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:18 transreid.train INFO: Epoch[75] Iter[420/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:20 transreid.train INFO: Epoch[75] Iter[430/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:23 transreid.train INFO: Epoch[75] Iter[440/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:25 transreid.train INFO: Epoch[75] Iter[450/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:28 transreid.train INFO: Epoch[75] Iter[460/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:30 transreid.train INFO: Epoch[75] Iter[470/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.24e-04
2024-05-19 00:02:32 transreid.train INFO: Epoch 75 done. Time per epoch: 121.611[s] Speed: 249.5[samples/s]
2024-05-19 00:02:37 transreid.train INFO: Epoch[76] Iter[10/486] Loss: 0.173, Acc: 0.986, Base Lr: 1.19e-04
2024-05-19 00:02:40 transreid.train INFO: Epoch[76] Iter[20/486] Loss: 0.166, Acc: 0.990, Base Lr: 1.19e-04
2024-05-19 00:02:42 transreid.train INFO: Epoch[76] Iter[30/486] Loss: 0.170, Acc: 0.988, Base Lr: 1.19e-04
2024-05-19 00:02:45 transreid.train INFO: Epoch[76] Iter[40/486] Loss: 0.166, Acc: 0.988, Base Lr: 1.19e-04
2024-05-19 00:02:47 transreid.train INFO: Epoch[76] Iter[50/486] Loss: 0.166, Acc: 0.988, Base Lr: 1.19e-04
2024-05-19 00:02:50 transreid.train INFO: Epoch[76] Iter[60/486] Loss: 0.160, Acc: 0.990, Base Lr: 1.19e-04
2024-05-19 00:02:52 transreid.train INFO: Epoch[76] Iter[70/486] Loss: 0.158, Acc: 0.990, Base Lr: 1.19e-04
2024-05-19 00:02:55 transreid.train INFO: Epoch[76] Iter[80/486] Loss: 0.153, Acc: 0.992, Base Lr: 1.19e-04
2024-05-19 00:02:57 transreid.train INFO: Epoch[76] Iter[90/486] Loss: 0.148, Acc: 0.992, Base Lr: 1.19e-04
2024-05-19 00:03:00 transreid.train INFO: Epoch[76] Iter[100/486] Loss: 0.149, Acc: 0.993, Base Lr: 1.19e-04
2024-05-19 00:03:02 transreid.train INFO: Epoch[76] Iter[110/486] Loss: 0.146, Acc: 0.993, Base Lr: 1.19e-04
2024-05-19 00:03:05 transreid.train INFO: Epoch[76] Iter[120/486] Loss: 0.145, Acc: 0.993, Base Lr: 1.19e-04
2024-05-19 00:03:07 transreid.train INFO: Epoch[76] Iter[130/486] Loss: 0.144, Acc: 0.993, Base Lr: 1.19e-04
2024-05-19 00:03:10 transreid.train INFO: Epoch[76] Iter[140/486] Loss: 0.141, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:12 transreid.train INFO: Epoch[76] Iter[150/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:15 transreid.train INFO: Epoch[76] Iter[160/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:17 transreid.train INFO: Epoch[76] Iter[170/486] Loss: 0.135, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:20 transreid.train INFO: Epoch[76] Iter[180/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:22 transreid.train INFO: Epoch[76] Iter[190/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:25 transreid.train INFO: Epoch[76] Iter[200/486] Loss: 0.131, Acc: 0.994, Base Lr: 1.19e-04
2024-05-19 00:03:27 transreid.train INFO: Epoch[76] Iter[210/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:30 transreid.train INFO: Epoch[76] Iter[220/486] Loss: 0.127, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:32 transreid.train INFO: Epoch[76] Iter[230/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:34 transreid.train INFO: Epoch[76] Iter[240/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:37 transreid.train INFO: Epoch[76] Iter[250/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:39 transreid.train INFO: Epoch[76] Iter[260/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.19e-04
2024-05-19 00:03:42 transreid.train INFO: Epoch[76] Iter[270/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:44 transreid.train INFO: Epoch[76] Iter[280/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:47 transreid.train INFO: Epoch[76] Iter[290/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:49 transreid.train INFO: Epoch[76] Iter[300/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:52 transreid.train INFO: Epoch[76] Iter[310/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:54 transreid.train INFO: Epoch[76] Iter[320/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:57 transreid.train INFO: Epoch[76] Iter[330/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:03:59 transreid.train INFO: Epoch[76] Iter[340/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:02 transreid.train INFO: Epoch[76] Iter[350/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:04 transreid.train INFO: Epoch[76] Iter[360/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:07 transreid.train INFO: Epoch[76] Iter[370/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:09 transreid.train INFO: Epoch[76] Iter[380/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:12 transreid.train INFO: Epoch[76] Iter[390/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:14 transreid.train INFO: Epoch[76] Iter[400/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:17 transreid.train INFO: Epoch[76] Iter[410/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.19e-04
2024-05-19 00:04:19 transreid.train INFO: Epoch[76] Iter[420/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:22 transreid.train INFO: Epoch[76] Iter[430/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:24 transreid.train INFO: Epoch[76] Iter[440/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:26 transreid.train INFO: Epoch[76] Iter[450/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:29 transreid.train INFO: Epoch[76] Iter[460/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:31 transreid.train INFO: Epoch[76] Iter[470/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.19e-04
2024-05-19 00:04:33 transreid.train INFO: Epoch 76 done. Time per epoch: 121.276[s] Speed: 250.1[samples/s]
2024-05-19 00:04:39 transreid.train INFO: Epoch[77] Iter[10/486] Loss: 0.170, Acc: 0.991, Base Lr: 1.14e-04
2024-05-19 00:04:41 transreid.train INFO: Epoch[77] Iter[20/486] Loss: 0.162, Acc: 0.992, Base Lr: 1.14e-04
2024-05-19 00:04:44 transreid.train INFO: Epoch[77] Iter[30/486] Loss: 0.173, Acc: 0.990, Base Lr: 1.14e-04
2024-05-19 00:04:46 transreid.train INFO: Epoch[77] Iter[40/486] Loss: 0.165, Acc: 0.989, Base Lr: 1.14e-04
2024-05-19 00:04:49 transreid.train INFO: Epoch[77] Iter[50/486] Loss: 0.167, Acc: 0.990, Base Lr: 1.14e-04
2024-05-19 00:04:51 transreid.train INFO: Epoch[77] Iter[60/486] Loss: 0.160, Acc: 0.991, Base Lr: 1.14e-04
2024-05-19 00:04:54 transreid.train INFO: Epoch[77] Iter[70/486] Loss: 0.155, Acc: 0.992, Base Lr: 1.14e-04
2024-05-19 00:04:56 transreid.train INFO: Epoch[77] Iter[80/486] Loss: 0.149, Acc: 0.992, Base Lr: 1.14e-04
2024-05-19 00:04:59 transreid.train INFO: Epoch[77] Iter[90/486] Loss: 0.148, Acc: 0.992, Base Lr: 1.14e-04
2024-05-19 00:05:01 transreid.train INFO: Epoch[77] Iter[100/486] Loss: 0.146, Acc: 0.993, Base Lr: 1.14e-04
2024-05-19 00:05:03 transreid.train INFO: Epoch[77] Iter[110/486] Loss: 0.146, Acc: 0.993, Base Lr: 1.14e-04
2024-05-19 00:05:06 transreid.train INFO: Epoch[77] Iter[120/486] Loss: 0.143, Acc: 0.993, Base Lr: 1.14e-04
2024-05-19 00:05:08 transreid.train INFO: Epoch[77] Iter[130/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:11 transreid.train INFO: Epoch[77] Iter[140/486] Loss: 0.138, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:13 transreid.train INFO: Epoch[77] Iter[150/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:16 transreid.train INFO: Epoch[77] Iter[160/486] Loss: 0.135, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:18 transreid.train INFO: Epoch[77] Iter[170/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:21 transreid.train INFO: Epoch[77] Iter[180/486] Loss: 0.132, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:23 transreid.train INFO: Epoch[77] Iter[190/486] Loss: 0.131, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:26 transreid.train INFO: Epoch[77] Iter[200/486] Loss: 0.129, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:28 transreid.train INFO: Epoch[77] Iter[210/486] Loss: 0.128, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:31 transreid.train INFO: Epoch[77] Iter[220/486] Loss: 0.126, Acc: 0.994, Base Lr: 1.14e-04
2024-05-19 00:05:33 transreid.train INFO: Epoch[77] Iter[230/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:36 transreid.train INFO: Epoch[77] Iter[240/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:38 transreid.train INFO: Epoch[77] Iter[250/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:41 transreid.train INFO: Epoch[77] Iter[260/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:43 transreid.train INFO: Epoch[77] Iter[270/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:46 transreid.train INFO: Epoch[77] Iter[280/486] Loss: 0.115, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:48 transreid.train INFO: Epoch[77] Iter[290/486] Loss: 0.114, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:50 transreid.train INFO: Epoch[77] Iter[300/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:53 transreid.train INFO: Epoch[77] Iter[310/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.14e-04
2024-05-19 00:05:55 transreid.train INFO: Epoch[77] Iter[320/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:05:58 transreid.train INFO: Epoch[77] Iter[330/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:00 transreid.train INFO: Epoch[77] Iter[340/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:03 transreid.train INFO: Epoch[77] Iter[350/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:05 transreid.train INFO: Epoch[77] Iter[360/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:08 transreid.train INFO: Epoch[77] Iter[370/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:10 transreid.train INFO: Epoch[77] Iter[380/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:13 transreid.train INFO: Epoch[77] Iter[390/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:15 transreid.train INFO: Epoch[77] Iter[400/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:18 transreid.train INFO: Epoch[77] Iter[410/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:20 transreid.train INFO: Epoch[77] Iter[420/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:23 transreid.train INFO: Epoch[77] Iter[430/486] Loss: 0.092, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:25 transreid.train INFO: Epoch[77] Iter[440/486] Loss: 0.091, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:27 transreid.train INFO: Epoch[77] Iter[450/486] Loss: 0.089, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:30 transreid.train INFO: Epoch[77] Iter[460/486] Loss: 0.088, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:32 transreid.train INFO: Epoch[77] Iter[470/486] Loss: 0.087, Acc: 0.996, Base Lr: 1.14e-04
2024-05-19 00:06:34 transreid.train INFO: Epoch 77 done. Time per epoch: 121.006[s] Speed: 250.7[samples/s]
2024-05-19 00:06:40 transreid.train INFO: Epoch[78] Iter[10/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.10e-04
2024-05-19 00:06:42 transreid.train INFO: Epoch[78] Iter[20/486] Loss: 0.148, Acc: 0.991, Base Lr: 1.10e-04
2024-05-19 00:06:45 transreid.train INFO: Epoch[78] Iter[30/486] Loss: 0.148, Acc: 0.993, Base Lr: 1.10e-04
2024-05-19 00:06:47 transreid.train INFO: Epoch[78] Iter[40/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.10e-04
2024-05-19 00:06:50 transreid.train INFO: Epoch[78] Iter[50/486] Loss: 0.142, Acc: 0.995, Base Lr: 1.10e-04
2024-05-19 00:06:52 transreid.train INFO: Epoch[78] Iter[60/486] Loss: 0.136, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:06:55 transreid.train INFO: Epoch[78] Iter[70/486] Loss: 0.133, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:06:57 transreid.train INFO: Epoch[78] Iter[80/486] Loss: 0.131, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:00 transreid.train INFO: Epoch[78] Iter[90/486] Loss: 0.132, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:02 transreid.train INFO: Epoch[78] Iter[100/486] Loss: 0.129, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:04 transreid.train INFO: Epoch[78] Iter[110/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:07 transreid.train INFO: Epoch[78] Iter[120/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:09 transreid.train INFO: Epoch[78] Iter[130/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:12 transreid.train INFO: Epoch[78] Iter[140/486] Loss: 0.127, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:14 transreid.train INFO: Epoch[78] Iter[150/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:17 transreid.train INFO: Epoch[78] Iter[160/486] Loss: 0.125, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:19 transreid.train INFO: Epoch[78] Iter[170/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:22 transreid.train INFO: Epoch[78] Iter[180/486] Loss: 0.123, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:24 transreid.train INFO: Epoch[78] Iter[190/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:27 transreid.train INFO: Epoch[78] Iter[200/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:29 transreid.train INFO: Epoch[78] Iter[210/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:32 transreid.train INFO: Epoch[78] Iter[220/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:34 transreid.train INFO: Epoch[78] Iter[230/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:37 transreid.train INFO: Epoch[78] Iter[240/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:39 transreid.train INFO: Epoch[78] Iter[250/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:42 transreid.train INFO: Epoch[78] Iter[260/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:44 transreid.train INFO: Epoch[78] Iter[270/486] Loss: 0.110, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:47 transreid.train INFO: Epoch[78] Iter[280/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:49 transreid.train INFO: Epoch[78] Iter[290/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:52 transreid.train INFO: Epoch[78] Iter[300/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:07:54 transreid.train INFO: Epoch[78] Iter[310/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:07:56 transreid.train INFO: Epoch[78] Iter[320/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.10e-04
2024-05-19 00:07:59 transreid.train INFO: Epoch[78] Iter[330/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:01 transreid.train INFO: Epoch[78] Iter[340/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:04 transreid.train INFO: Epoch[78] Iter[350/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:06 transreid.train INFO: Epoch[78] Iter[360/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:09 transreid.train INFO: Epoch[78] Iter[370/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:11 transreid.train INFO: Epoch[78] Iter[380/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:14 transreid.train INFO: Epoch[78] Iter[390/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:16 transreid.train INFO: Epoch[78] Iter[400/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:19 transreid.train INFO: Epoch[78] Iter[410/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:21 transreid.train INFO: Epoch[78] Iter[420/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:24 transreid.train INFO: Epoch[78] Iter[430/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:26 transreid.train INFO: Epoch[78] Iter[440/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:29 transreid.train INFO: Epoch[78] Iter[450/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:31 transreid.train INFO: Epoch[78] Iter[460/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:33 transreid.train INFO: Epoch[78] Iter[470/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.10e-04
2024-05-19 00:08:35 transreid.train INFO: Epoch 78 done. Time per epoch: 121.119[s] Speed: 250.5[samples/s]
2024-05-19 00:08:41 transreid.train INFO: Epoch[79] Iter[10/486] Loss: 0.169, Acc: 0.991, Base Lr: 1.05e-04
2024-05-19 00:08:43 transreid.train INFO: Epoch[79] Iter[20/486] Loss: 0.184, Acc: 0.984, Base Lr: 1.05e-04
2024-05-19 00:08:46 transreid.train INFO: Epoch[79] Iter[30/486] Loss: 0.164, Acc: 0.989, Base Lr: 1.05e-04
2024-05-19 00:08:48 transreid.train INFO: Epoch[79] Iter[40/486] Loss: 0.155, Acc: 0.991, Base Lr: 1.05e-04
2024-05-19 00:08:51 transreid.train INFO: Epoch[79] Iter[50/486] Loss: 0.152, Acc: 0.991, Base Lr: 1.05e-04
2024-05-19 00:08:53 transreid.train INFO: Epoch[79] Iter[60/486] Loss: 0.148, Acc: 0.992, Base Lr: 1.05e-04
2024-05-19 00:08:56 transreid.train INFO: Epoch[79] Iter[70/486] Loss: 0.143, Acc: 0.993, Base Lr: 1.05e-04
2024-05-19 00:08:58 transreid.train INFO: Epoch[79] Iter[80/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:01 transreid.train INFO: Epoch[79] Iter[90/486] Loss: 0.137, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:03 transreid.train INFO: Epoch[79] Iter[100/486] Loss: 0.136, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:06 transreid.train INFO: Epoch[79] Iter[110/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:08 transreid.train INFO: Epoch[79] Iter[120/486] Loss: 0.133, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:11 transreid.train INFO: Epoch[79] Iter[130/486] Loss: 0.130, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:13 transreid.train INFO: Epoch[79] Iter[140/486] Loss: 0.129, Acc: 0.994, Base Lr: 1.05e-04
2024-05-19 00:09:16 transreid.train INFO: Epoch[79] Iter[150/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.05e-04
2024-05-19 00:09:18 transreid.train INFO: Epoch[79] Iter[160/486] Loss: 0.124, Acc: 0.995, Base Lr: 1.05e-04
2024-05-19 00:09:21 transreid.train INFO: Epoch[79] Iter[170/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.05e-04
2024-05-19 00:09:23 transreid.train INFO: Epoch[79] Iter[180/486] Loss: 0.121, Acc: 0.995, Base Lr: 1.05e-04
2024-05-19 00:09:26 transreid.train INFO: Epoch[79] Iter[190/486] Loss: 0.119, Acc: 0.995, Base Lr: 1.05e-04
2024-05-19 00:09:28 transreid.train INFO: Epoch[79] Iter[200/486] Loss: 0.118, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:31 transreid.train INFO: Epoch[79] Iter[210/486] Loss: 0.116, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:33 transreid.train INFO: Epoch[79] Iter[220/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:36 transreid.train INFO: Epoch[79] Iter[230/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:38 transreid.train INFO: Epoch[79] Iter[240/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:41 transreid.train INFO: Epoch[79] Iter[250/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:43 transreid.train INFO: Epoch[79] Iter[260/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:46 transreid.train INFO: Epoch[79] Iter[270/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:48 transreid.train INFO: Epoch[79] Iter[280/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:50 transreid.train INFO: Epoch[79] Iter[290/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:53 transreid.train INFO: Epoch[79] Iter[300/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:55 transreid.train INFO: Epoch[79] Iter[310/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:09:58 transreid.train INFO: Epoch[79] Iter[320/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.05e-04
2024-05-19 00:10:00 transreid.train INFO: Epoch[79] Iter[330/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:03 transreid.train INFO: Epoch[79] Iter[340/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:05 transreid.train INFO: Epoch[79] Iter[350/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:08 transreid.train INFO: Epoch[79] Iter[360/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:10 transreid.train INFO: Epoch[79] Iter[370/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:13 transreid.train INFO: Epoch[79] Iter[380/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:15 transreid.train INFO: Epoch[79] Iter[390/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:18 transreid.train INFO: Epoch[79] Iter[400/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:20 transreid.train INFO: Epoch[79] Iter[410/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:23 transreid.train INFO: Epoch[79] Iter[420/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:25 transreid.train INFO: Epoch[79] Iter[430/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:28 transreid.train INFO: Epoch[79] Iter[440/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:30 transreid.train INFO: Epoch[79] Iter[450/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:33 transreid.train INFO: Epoch[79] Iter[460/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:35 transreid.train INFO: Epoch[79] Iter[470/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.05e-04
2024-05-19 00:10:36 transreid.train INFO: Epoch 79 done. Time per epoch: 121.530[s] Speed: 249.1[samples/s]
2024-05-19 00:10:42 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.206, Acc: 0.978, Base Lr: 1.01e-04
2024-05-19 00:10:45 transreid.train INFO: Epoch[80] Iter[20/486] Loss: 0.197, Acc: 0.985, Base Lr: 1.01e-04
2024-05-19 00:10:47 transreid.train INFO: Epoch[80] Iter[30/486] Loss: 0.177, Acc: 0.989, Base Lr: 1.01e-04
2024-05-19 00:10:50 transreid.train INFO: Epoch[80] Iter[40/486] Loss: 0.163, Acc: 0.991, Base Lr: 1.01e-04
2024-05-19 00:10:52 transreid.train INFO: Epoch[80] Iter[50/486] Loss: 0.162, Acc: 0.992, Base Lr: 1.01e-04
2024-05-19 00:10:55 transreid.train INFO: Epoch[80] Iter[60/486] Loss: 0.159, Acc: 0.992, Base Lr: 1.01e-04
2024-05-19 00:10:57 transreid.train INFO: Epoch[80] Iter[70/486] Loss: 0.156, Acc: 0.992, Base Lr: 1.01e-04
2024-05-19 00:11:00 transreid.train INFO: Epoch[80] Iter[80/486] Loss: 0.151, Acc: 0.993, Base Lr: 1.01e-04
2024-05-19 00:11:02 transreid.train INFO: Epoch[80] Iter[90/486] Loss: 0.146, Acc: 0.994, Base Lr: 1.01e-04
2024-05-19 00:11:05 transreid.train INFO: Epoch[80] Iter[100/486] Loss: 0.143, Acc: 0.994, Base Lr: 1.01e-04
2024-05-19 00:11:07 transreid.train INFO: Epoch[80] Iter[110/486] Loss: 0.139, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:10 transreid.train INFO: Epoch[80] Iter[120/486] Loss: 0.136, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:12 transreid.train INFO: Epoch[80] Iter[130/486] Loss: 0.133, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:15 transreid.train INFO: Epoch[80] Iter[140/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:17 transreid.train INFO: Epoch[80] Iter[150/486] Loss: 0.131, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:20 transreid.train INFO: Epoch[80] Iter[160/486] Loss: 0.130, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:22 transreid.train INFO: Epoch[80] Iter[170/486] Loss: 0.128, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:24 transreid.train INFO: Epoch[80] Iter[180/486] Loss: 0.126, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:27 transreid.train INFO: Epoch[80] Iter[190/486] Loss: 0.124, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:29 transreid.train INFO: Epoch[80] Iter[200/486] Loss: 0.123, Acc: 0.995, Base Lr: 1.01e-04
2024-05-19 00:11:32 transreid.train INFO: Epoch[80] Iter[210/486] Loss: 0.121, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:34 transreid.train INFO: Epoch[80] Iter[220/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:37 transreid.train INFO: Epoch[80] Iter[230/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:39 transreid.train INFO: Epoch[80] Iter[240/486] Loss: 0.119, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:42 transreid.train INFO: Epoch[80] Iter[250/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:44 transreid.train INFO: Epoch[80] Iter[260/486] Loss: 0.115, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:47 transreid.train INFO: Epoch[80] Iter[270/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:49 transreid.train INFO: Epoch[80] Iter[280/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:52 transreid.train INFO: Epoch[80] Iter[290/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:54 transreid.train INFO: Epoch[80] Iter[300/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:57 transreid.train INFO: Epoch[80] Iter[310/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:11:59 transreid.train INFO: Epoch[80] Iter[320/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:02 transreid.train INFO: Epoch[80] Iter[330/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:04 transreid.train INFO: Epoch[80] Iter[340/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:07 transreid.train INFO: Epoch[80] Iter[350/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:09 transreid.train INFO: Epoch[80] Iter[360/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:12 transreid.train INFO: Epoch[80] Iter[370/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:14 transreid.train INFO: Epoch[80] Iter[380/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:17 transreid.train INFO: Epoch[80] Iter[390/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:19 transreid.train INFO: Epoch[80] Iter[400/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:22 transreid.train INFO: Epoch[80] Iter[410/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:24 transreid.train INFO: Epoch[80] Iter[420/486] Loss: 0.092, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:26 transreid.train INFO: Epoch[80] Iter[430/486] Loss: 0.091, Acc: 0.996, Base Lr: 1.01e-04
2024-05-19 00:12:29 transreid.train INFO: Epoch[80] Iter[440/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.01e-04
2024-05-19 00:12:31 transreid.train INFO: Epoch[80] Iter[450/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.01e-04
2024-05-19 00:12:34 transreid.train INFO: Epoch[80] Iter[460/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.01e-04
2024-05-19 00:12:36 transreid.train INFO: Epoch[80] Iter[470/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.01e-04
2024-05-19 00:12:37 transreid.train INFO: Epoch 80 done. Time per epoch: 120.633[s] Speed: 249.9[samples/s]
2024-05-19 00:18:25 transreid.train INFO: Validation Results - Epoch: 80
2024-05-19 00:18:25 transreid.train INFO: mAP: 70.2%
2024-05-19 00:18:25 transreid.train INFO: CMC curve, Rank-1  :86.4%
2024-05-19 00:18:25 transreid.train INFO: CMC curve, Rank-5  :92.9%
2024-05-19 00:18:25 transreid.train INFO: CMC curve, Rank-10 :94.6%
2024-05-19 00:18:32 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.141, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:18:35 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.145, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:18:37 transreid.train INFO: Epoch[81] Iter[30/486] Loss: 0.149, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:18:39 transreid.train INFO: Epoch[81] Iter[40/486] Loss: 0.146, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:42 transreid.train INFO: Epoch[81] Iter[50/486] Loss: 0.149, Acc: 0.993, Base Lr: 9.61e-05
2024-05-19 00:18:44 transreid.train INFO: Epoch[81] Iter[60/486] Loss: 0.139, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:47 transreid.train INFO: Epoch[81] Iter[70/486] Loss: 0.140, Acc: 0.993, Base Lr: 9.61e-05
2024-05-19 00:18:49 transreid.train INFO: Epoch[81] Iter[80/486] Loss: 0.135, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:52 transreid.train INFO: Epoch[81] Iter[90/486] Loss: 0.131, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:54 transreid.train INFO: Epoch[81] Iter[100/486] Loss: 0.133, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:56 transreid.train INFO: Epoch[81] Iter[110/486] Loss: 0.133, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:18:59 transreid.train INFO: Epoch[81] Iter[120/486] Loss: 0.132, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:19:01 transreid.train INFO: Epoch[81] Iter[130/486] Loss: 0.131, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:04 transreid.train INFO: Epoch[81] Iter[140/486] Loss: 0.130, Acc: 0.994, Base Lr: 9.61e-05
2024-05-19 00:19:06 transreid.train INFO: Epoch[81] Iter[150/486] Loss: 0.127, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:09 transreid.train INFO: Epoch[81] Iter[160/486] Loss: 0.127, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:11 transreid.train INFO: Epoch[81] Iter[170/486] Loss: 0.124, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:13 transreid.train INFO: Epoch[81] Iter[180/486] Loss: 0.122, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:16 transreid.train INFO: Epoch[81] Iter[190/486] Loss: 0.122, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:18 transreid.train INFO: Epoch[81] Iter[200/486] Loss: 0.119, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:21 transreid.train INFO: Epoch[81] Iter[210/486] Loss: 0.117, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:23 transreid.train INFO: Epoch[81] Iter[220/486] Loss: 0.116, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:26 transreid.train INFO: Epoch[81] Iter[230/486] Loss: 0.114, Acc: 0.995, Base Lr: 9.61e-05
2024-05-19 00:19:28 transreid.train INFO: Epoch[81] Iter[240/486] Loss: 0.112, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:31 transreid.train INFO: Epoch[81] Iter[250/486] Loss: 0.112, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:33 transreid.train INFO: Epoch[81] Iter[260/486] Loss: 0.111, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:36 transreid.train INFO: Epoch[81] Iter[270/486] Loss: 0.110, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:38 transreid.train INFO: Epoch[81] Iter[280/486] Loss: 0.109, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:40 transreid.train INFO: Epoch[81] Iter[290/486] Loss: 0.107, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:43 transreid.train INFO: Epoch[81] Iter[300/486] Loss: 0.106, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:45 transreid.train INFO: Epoch[81] Iter[310/486] Loss: 0.104, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:48 transreid.train INFO: Epoch[81] Iter[320/486] Loss: 0.102, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:50 transreid.train INFO: Epoch[81] Iter[330/486] Loss: 0.101, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:53 transreid.train INFO: Epoch[81] Iter[340/486] Loss: 0.100, Acc: 0.996, Base Lr: 9.61e-05
2024-05-19 00:19:55 transreid.train INFO: Epoch[81] Iter[350/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:19:58 transreid.train INFO: Epoch[81] Iter[360/486] Loss: 0.097, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:00 transreid.train INFO: Epoch[81] Iter[370/486] Loss: 0.095, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:02 transreid.train INFO: Epoch[81] Iter[380/486] Loss: 0.094, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:05 transreid.train INFO: Epoch[81] Iter[390/486] Loss: 0.092, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:07 transreid.train INFO: Epoch[81] Iter[400/486] Loss: 0.092, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:10 transreid.train INFO: Epoch[81] Iter[410/486] Loss: 0.090, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:12 transreid.train INFO: Epoch[81] Iter[420/486] Loss: 0.089, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:15 transreid.train INFO: Epoch[81] Iter[430/486] Loss: 0.087, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:17 transreid.train INFO: Epoch[81] Iter[440/486] Loss: 0.086, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:20 transreid.train INFO: Epoch[81] Iter[450/486] Loss: 0.084, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:22 transreid.train INFO: Epoch[81] Iter[460/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:25 transreid.train INFO: Epoch[81] Iter[470/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.61e-05
2024-05-19 00:20:26 transreid.train INFO: Epoch 81 done. Time per epoch: 121.084[s] Speed: 251.1[samples/s]
2024-05-19 00:20:33 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.129, Acc: 0.998, Base Lr: 9.17e-05
2024-05-19 00:20:35 transreid.train INFO: Epoch[82] Iter[20/486] Loss: 0.136, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:20:37 transreid.train INFO: Epoch[82] Iter[30/486] Loss: 0.143, Acc: 0.994, Base Lr: 9.17e-05
2024-05-19 00:20:40 transreid.train INFO: Epoch[82] Iter[40/486] Loss: 0.139, Acc: 0.994, Base Lr: 9.17e-05
2024-05-19 00:20:42 transreid.train INFO: Epoch[82] Iter[50/486] Loss: 0.135, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:20:45 transreid.train INFO: Epoch[82] Iter[60/486] Loss: 0.134, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:20:47 transreid.train INFO: Epoch[82] Iter[70/486] Loss: 0.131, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:20:50 transreid.train INFO: Epoch[82] Iter[80/486] Loss: 0.137, Acc: 0.994, Base Lr: 9.17e-05
2024-05-19 00:20:52 transreid.train INFO: Epoch[82] Iter[90/486] Loss: 0.136, Acc: 0.994, Base Lr: 9.17e-05
2024-05-19 00:20:55 transreid.train INFO: Epoch[82] Iter[100/486] Loss: 0.135, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:20:57 transreid.train INFO: Epoch[82] Iter[110/486] Loss: 0.133, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:21:00 transreid.train INFO: Epoch[82] Iter[120/486] Loss: 0.131, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:21:02 transreid.train INFO: Epoch[82] Iter[130/486] Loss: 0.130, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:21:05 transreid.train INFO: Epoch[82] Iter[140/486] Loss: 0.130, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:21:07 transreid.train INFO: Epoch[82] Iter[150/486] Loss: 0.127, Acc: 0.995, Base Lr: 9.17e-05
2024-05-19 00:21:10 transreid.train INFO: Epoch[82] Iter[160/486] Loss: 0.125, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:12 transreid.train INFO: Epoch[82] Iter[170/486] Loss: 0.123, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:15 transreid.train INFO: Epoch[82] Iter[180/486] Loss: 0.122, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:17 transreid.train INFO: Epoch[82] Iter[190/486] Loss: 0.120, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:19 transreid.train INFO: Epoch[82] Iter[200/486] Loss: 0.119, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:22 transreid.train INFO: Epoch[82] Iter[210/486] Loss: 0.118, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:24 transreid.train INFO: Epoch[82] Iter[220/486] Loss: 0.116, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:27 transreid.train INFO: Epoch[82] Iter[230/486] Loss: 0.114, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:29 transreid.train INFO: Epoch[82] Iter[240/486] Loss: 0.113, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:32 transreid.train INFO: Epoch[82] Iter[250/486] Loss: 0.111, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:34 transreid.train INFO: Epoch[82] Iter[260/486] Loss: 0.109, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:37 transreid.train INFO: Epoch[82] Iter[270/486] Loss: 0.108, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:39 transreid.train INFO: Epoch[82] Iter[280/486] Loss: 0.106, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:42 transreid.train INFO: Epoch[82] Iter[290/486] Loss: 0.105, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:44 transreid.train INFO: Epoch[82] Iter[300/486] Loss: 0.103, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:47 transreid.train INFO: Epoch[82] Iter[310/486] Loss: 0.102, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:21:49 transreid.train INFO: Epoch[82] Iter[320/486] Loss: 0.102, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:52 transreid.train INFO: Epoch[82] Iter[330/486] Loss: 0.101, Acc: 0.996, Base Lr: 9.17e-05
2024-05-19 00:21:54 transreid.train INFO: Epoch[82] Iter[340/486] Loss: 0.100, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:21:57 transreid.train INFO: Epoch[82] Iter[350/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:21:59 transreid.train INFO: Epoch[82] Iter[360/486] Loss: 0.097, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:02 transreid.train INFO: Epoch[82] Iter[370/486] Loss: 0.095, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:04 transreid.train INFO: Epoch[82] Iter[380/486] Loss: 0.094, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:07 transreid.train INFO: Epoch[82] Iter[390/486] Loss: 0.092, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:09 transreid.train INFO: Epoch[82] Iter[400/486] Loss: 0.091, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:12 transreid.train INFO: Epoch[82] Iter[410/486] Loss: 0.089, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:14 transreid.train INFO: Epoch[82] Iter[420/486] Loss: 0.087, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:16 transreid.train INFO: Epoch[82] Iter[430/486] Loss: 0.086, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:19 transreid.train INFO: Epoch[82] Iter[440/486] Loss: 0.085, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:21 transreid.train INFO: Epoch[82] Iter[450/486] Loss: 0.084, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:24 transreid.train INFO: Epoch[82] Iter[460/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:26 transreid.train INFO: Epoch[82] Iter[470/486] Loss: 0.081, Acc: 0.997, Base Lr: 9.17e-05
2024-05-19 00:22:28 transreid.train INFO: Epoch 82 done. Time per epoch: 121.474[s] Speed: 249.7[samples/s]
2024-05-19 00:22:34 transreid.train INFO: Epoch[83] Iter[10/486] Loss: 0.170, Acc: 0.991, Base Lr: 8.73e-05
2024-05-19 00:22:37 transreid.train INFO: Epoch[83] Iter[20/486] Loss: 0.156, Acc: 0.993, Base Lr: 8.73e-05
2024-05-19 00:22:39 transreid.train INFO: Epoch[83] Iter[30/486] Loss: 0.160, Acc: 0.992, Base Lr: 8.73e-05
2024-05-19 00:22:42 transreid.train INFO: Epoch[83] Iter[40/486] Loss: 0.149, Acc: 0.993, Base Lr: 8.73e-05
2024-05-19 00:22:44 transreid.train INFO: Epoch[83] Iter[50/486] Loss: 0.148, Acc: 0.993, Base Lr: 8.73e-05
2024-05-19 00:22:47 transreid.train INFO: Epoch[83] Iter[60/486] Loss: 0.145, Acc: 0.994, Base Lr: 8.73e-05
2024-05-19 00:22:49 transreid.train INFO: Epoch[83] Iter[70/486] Loss: 0.142, Acc: 0.994, Base Lr: 8.73e-05
2024-05-19 00:22:51 transreid.train INFO: Epoch[83] Iter[80/486] Loss: 0.142, Acc: 0.993, Base Lr: 8.73e-05
2024-05-19 00:22:54 transreid.train INFO: Epoch[83] Iter[90/486] Loss: 0.138, Acc: 0.994, Base Lr: 8.73e-05
2024-05-19 00:22:56 transreid.train INFO: Epoch[83] Iter[100/486] Loss: 0.134, Acc: 0.994, Base Lr: 8.73e-05
2024-05-19 00:22:59 transreid.train INFO: Epoch[83] Iter[110/486] Loss: 0.131, Acc: 0.995, Base Lr: 8.73e-05
2024-05-19 00:23:01 transreid.train INFO: Epoch[83] Iter[120/486] Loss: 0.128, Acc: 0.995, Base Lr: 8.73e-05
2024-05-19 00:23:04 transreid.train INFO: Epoch[83] Iter[130/486] Loss: 0.125, Acc: 0.995, Base Lr: 8.73e-05
2024-05-19 00:23:06 transreid.train INFO: Epoch[83] Iter[140/486] Loss: 0.124, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:09 transreid.train INFO: Epoch[83] Iter[150/486] Loss: 0.124, Acc: 0.995, Base Lr: 8.73e-05
2024-05-19 00:23:11 transreid.train INFO: Epoch[83] Iter[160/486] Loss: 0.122, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:14 transreid.train INFO: Epoch[83] Iter[170/486] Loss: 0.120, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:16 transreid.train INFO: Epoch[83] Iter[180/486] Loss: 0.118, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:19 transreid.train INFO: Epoch[83] Iter[190/486] Loss: 0.116, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:21 transreid.train INFO: Epoch[83] Iter[200/486] Loss: 0.114, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:24 transreid.train INFO: Epoch[83] Iter[210/486] Loss: 0.113, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:26 transreid.train INFO: Epoch[83] Iter[220/486] Loss: 0.111, Acc: 0.996, Base Lr: 8.73e-05
2024-05-19 00:23:28 transreid.train INFO: Epoch[83] Iter[230/486] Loss: 0.110, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:31 transreid.train INFO: Epoch[83] Iter[240/486] Loss: 0.108, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:33 transreid.train INFO: Epoch[83] Iter[250/486] Loss: 0.107, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:36 transreid.train INFO: Epoch[83] Iter[260/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:38 transreid.train INFO: Epoch[83] Iter[270/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:41 transreid.train INFO: Epoch[83] Iter[280/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:43 transreid.train INFO: Epoch[83] Iter[290/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:46 transreid.train INFO: Epoch[83] Iter[300/486] Loss: 0.101, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:48 transreid.train INFO: Epoch[83] Iter[310/486] Loss: 0.099, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:51 transreid.train INFO: Epoch[83] Iter[320/486] Loss: 0.098, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:53 transreid.train INFO: Epoch[83] Iter[330/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:56 transreid.train INFO: Epoch[83] Iter[340/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:23:58 transreid.train INFO: Epoch[83] Iter[350/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:00 transreid.train INFO: Epoch[83] Iter[360/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:03 transreid.train INFO: Epoch[83] Iter[370/486] Loss: 0.091, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:05 transreid.train INFO: Epoch[83] Iter[380/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:08 transreid.train INFO: Epoch[83] Iter[390/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:10 transreid.train INFO: Epoch[83] Iter[400/486] Loss: 0.088, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:13 transreid.train INFO: Epoch[83] Iter[410/486] Loss: 0.086, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:15 transreid.train INFO: Epoch[83] Iter[420/486] Loss: 0.085, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:18 transreid.train INFO: Epoch[83] Iter[430/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:20 transreid.train INFO: Epoch[83] Iter[440/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:23 transreid.train INFO: Epoch[83] Iter[450/486] Loss: 0.082, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:25 transreid.train INFO: Epoch[83] Iter[460/486] Loss: 0.081, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:28 transreid.train INFO: Epoch[83] Iter[470/486] Loss: 0.079, Acc: 0.997, Base Lr: 8.73e-05
2024-05-19 00:24:29 transreid.train INFO: Epoch 83 done. Time per epoch: 120.955[s] Speed: 250.3[samples/s]
2024-05-19 00:24:35 transreid.train INFO: Epoch[84] Iter[10/486] Loss: 0.121, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:24:38 transreid.train INFO: Epoch[84] Iter[20/486] Loss: 0.159, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:24:40 transreid.train INFO: Epoch[84] Iter[30/486] Loss: 0.173, Acc: 0.991, Base Lr: 8.31e-05
2024-05-19 00:24:43 transreid.train INFO: Epoch[84] Iter[40/486] Loss: 0.161, Acc: 0.991, Base Lr: 8.31e-05
2024-05-19 00:24:45 transreid.train INFO: Epoch[84] Iter[50/486] Loss: 0.152, Acc: 0.992, Base Lr: 8.31e-05
2024-05-19 00:24:48 transreid.train INFO: Epoch[84] Iter[60/486] Loss: 0.151, Acc: 0.992, Base Lr: 8.31e-05
2024-05-19 00:24:50 transreid.train INFO: Epoch[84] Iter[70/486] Loss: 0.146, Acc: 0.993, Base Lr: 8.31e-05
2024-05-19 00:24:53 transreid.train INFO: Epoch[84] Iter[80/486] Loss: 0.144, Acc: 0.993, Base Lr: 8.31e-05
2024-05-19 00:24:55 transreid.train INFO: Epoch[84] Iter[90/486] Loss: 0.139, Acc: 0.994, Base Lr: 8.31e-05
2024-05-19 00:24:57 transreid.train INFO: Epoch[84] Iter[100/486] Loss: 0.134, Acc: 0.994, Base Lr: 8.31e-05
2024-05-19 00:25:00 transreid.train INFO: Epoch[84] Iter[110/486] Loss: 0.133, Acc: 0.994, Base Lr: 8.31e-05
2024-05-19 00:25:02 transreid.train INFO: Epoch[84] Iter[120/486] Loss: 0.130, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:05 transreid.train INFO: Epoch[84] Iter[130/486] Loss: 0.127, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:07 transreid.train INFO: Epoch[84] Iter[140/486] Loss: 0.125, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:10 transreid.train INFO: Epoch[84] Iter[150/486] Loss: 0.125, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:12 transreid.train INFO: Epoch[84] Iter[160/486] Loss: 0.122, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:15 transreid.train INFO: Epoch[84] Iter[170/486] Loss: 0.121, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:17 transreid.train INFO: Epoch[84] Iter[180/486] Loss: 0.119, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:20 transreid.train INFO: Epoch[84] Iter[190/486] Loss: 0.118, Acc: 0.995, Base Lr: 8.31e-05
2024-05-19 00:25:22 transreid.train INFO: Epoch[84] Iter[200/486] Loss: 0.116, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:25 transreid.train INFO: Epoch[84] Iter[210/486] Loss: 0.114, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:27 transreid.train INFO: Epoch[84] Iter[220/486] Loss: 0.112, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:30 transreid.train INFO: Epoch[84] Iter[230/486] Loss: 0.110, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:32 transreid.train INFO: Epoch[84] Iter[240/486] Loss: 0.109, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:35 transreid.train INFO: Epoch[84] Iter[250/486] Loss: 0.108, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:37 transreid.train INFO: Epoch[84] Iter[260/486] Loss: 0.106, Acc: 0.996, Base Lr: 8.31e-05
2024-05-19 00:25:40 transreid.train INFO: Epoch[84] Iter[270/486] Loss: 0.104, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:42 transreid.train INFO: Epoch[84] Iter[280/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:45 transreid.train INFO: Epoch[84] Iter[290/486] Loss: 0.101, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:47 transreid.train INFO: Epoch[84] Iter[300/486] Loss: 0.100, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:49 transreid.train INFO: Epoch[84] Iter[310/486] Loss: 0.099, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:52 transreid.train INFO: Epoch[84] Iter[320/486] Loss: 0.097, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:54 transreid.train INFO: Epoch[84] Iter[330/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:57 transreid.train INFO: Epoch[84] Iter[340/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:25:59 transreid.train INFO: Epoch[84] Iter[350/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:02 transreid.train INFO: Epoch[84] Iter[360/486] Loss: 0.092, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:04 transreid.train INFO: Epoch[84] Iter[370/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:07 transreid.train INFO: Epoch[84] Iter[380/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:09 transreid.train INFO: Epoch[84] Iter[390/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:12 transreid.train INFO: Epoch[84] Iter[400/486] Loss: 0.086, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:14 transreid.train INFO: Epoch[84] Iter[410/486] Loss: 0.085, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:17 transreid.train INFO: Epoch[84] Iter[420/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:19 transreid.train INFO: Epoch[84] Iter[430/486] Loss: 0.082, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:22 transreid.train INFO: Epoch[84] Iter[440/486] Loss: 0.081, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:24 transreid.train INFO: Epoch[84] Iter[450/486] Loss: 0.080, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:27 transreid.train INFO: Epoch[84] Iter[460/486] Loss: 0.078, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:29 transreid.train INFO: Epoch[84] Iter[470/486] Loss: 0.077, Acc: 0.997, Base Lr: 8.31e-05
2024-05-19 00:26:31 transreid.train INFO: Epoch 84 done. Time per epoch: 122.092[s] Speed: 249.0[samples/s]
2024-05-19 00:26:37 transreid.train INFO: Epoch[85] Iter[10/486] Loss: 0.135, Acc: 0.992, Base Lr: 7.89e-05
2024-05-19 00:26:40 transreid.train INFO: Epoch[85] Iter[20/486] Loss: 0.146, Acc: 0.991, Base Lr: 7.89e-05
2024-05-19 00:26:42 transreid.train INFO: Epoch[85] Iter[30/486] Loss: 0.143, Acc: 0.992, Base Lr: 7.89e-05
2024-05-19 00:26:45 transreid.train INFO: Epoch[85] Iter[40/486] Loss: 0.140, Acc: 0.992, Base Lr: 7.89e-05
2024-05-19 00:26:47 transreid.train INFO: Epoch[85] Iter[50/486] Loss: 0.138, Acc: 0.993, Base Lr: 7.89e-05
2024-05-19 00:26:50 transreid.train INFO: Epoch[85] Iter[60/486] Loss: 0.134, Acc: 0.994, Base Lr: 7.89e-05
2024-05-19 00:26:52 transreid.train INFO: Epoch[85] Iter[70/486] Loss: 0.132, Acc: 0.994, Base Lr: 7.89e-05
2024-05-19 00:26:55 transreid.train INFO: Epoch[85] Iter[80/486] Loss: 0.130, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:26:57 transreid.train INFO: Epoch[85] Iter[90/486] Loss: 0.130, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:00 transreid.train INFO: Epoch[85] Iter[100/486] Loss: 0.129, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:02 transreid.train INFO: Epoch[85] Iter[110/486] Loss: 0.127, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:05 transreid.train INFO: Epoch[85] Iter[120/486] Loss: 0.125, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:07 transreid.train INFO: Epoch[85] Iter[130/486] Loss: 0.124, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:10 transreid.train INFO: Epoch[85] Iter[140/486] Loss: 0.123, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:12 transreid.train INFO: Epoch[85] Iter[150/486] Loss: 0.120, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:14 transreid.train INFO: Epoch[85] Iter[160/486] Loss: 0.121, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:17 transreid.train INFO: Epoch[85] Iter[170/486] Loss: 0.119, Acc: 0.995, Base Lr: 7.89e-05
2024-05-19 00:27:19 transreid.train INFO: Epoch[85] Iter[180/486] Loss: 0.117, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:22 transreid.train INFO: Epoch[85] Iter[190/486] Loss: 0.115, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:24 transreid.train INFO: Epoch[85] Iter[200/486] Loss: 0.114, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:27 transreid.train INFO: Epoch[85] Iter[210/486] Loss: 0.113, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:29 transreid.train INFO: Epoch[85] Iter[220/486] Loss: 0.112, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:32 transreid.train INFO: Epoch[85] Iter[230/486] Loss: 0.110, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:34 transreid.train INFO: Epoch[85] Iter[240/486] Loss: 0.109, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:37 transreid.train INFO: Epoch[85] Iter[250/486] Loss: 0.107, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:39 transreid.train INFO: Epoch[85] Iter[260/486] Loss: 0.105, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:42 transreid.train INFO: Epoch[85] Iter[270/486] Loss: 0.105, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:44 transreid.train INFO: Epoch[85] Iter[280/486] Loss: 0.103, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:47 transreid.train INFO: Epoch[85] Iter[290/486] Loss: 0.102, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:49 transreid.train INFO: Epoch[85] Iter[300/486] Loss: 0.101, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:52 transreid.train INFO: Epoch[85] Iter[310/486] Loss: 0.100, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:54 transreid.train INFO: Epoch[85] Iter[320/486] Loss: 0.098, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:57 transreid.train INFO: Epoch[85] Iter[330/486] Loss: 0.096, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:27:59 transreid.train INFO: Epoch[85] Iter[340/486] Loss: 0.095, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:28:02 transreid.train INFO: Epoch[85] Iter[350/486] Loss: 0.095, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:28:04 transreid.train INFO: Epoch[85] Iter[360/486] Loss: 0.093, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:28:06 transreid.train INFO: Epoch[85] Iter[370/486] Loss: 0.091, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:28:09 transreid.train INFO: Epoch[85] Iter[380/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:11 transreid.train INFO: Epoch[85] Iter[390/486] Loss: 0.089, Acc: 0.996, Base Lr: 7.89e-05
2024-05-19 00:28:14 transreid.train INFO: Epoch[85] Iter[400/486] Loss: 0.087, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:16 transreid.train INFO: Epoch[85] Iter[410/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:19 transreid.train INFO: Epoch[85] Iter[420/486] Loss: 0.085, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:21 transreid.train INFO: Epoch[85] Iter[430/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:24 transreid.train INFO: Epoch[85] Iter[440/486] Loss: 0.082, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:26 transreid.train INFO: Epoch[85] Iter[450/486] Loss: 0.081, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:29 transreid.train INFO: Epoch[85] Iter[460/486] Loss: 0.080, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:31 transreid.train INFO: Epoch[85] Iter[470/486] Loss: 0.078, Acc: 0.997, Base Lr: 7.89e-05
2024-05-19 00:28:32 transreid.train INFO: Epoch 85 done. Time per epoch: 121.479[s] Speed: 248.7[samples/s]
2024-05-19 00:28:39 transreid.train INFO: Epoch[86] Iter[10/486] Loss: 0.128, Acc: 0.991, Base Lr: 7.48e-05
2024-05-19 00:28:41 transreid.train INFO: Epoch[86] Iter[20/486] Loss: 0.124, Acc: 0.991, Base Lr: 7.48e-05
2024-05-19 00:28:44 transreid.train INFO: Epoch[86] Iter[30/486] Loss: 0.124, Acc: 0.992, Base Lr: 7.48e-05
2024-05-19 00:28:46 transreid.train INFO: Epoch[86] Iter[40/486] Loss: 0.127, Acc: 0.992, Base Lr: 7.48e-05
2024-05-19 00:28:49 transreid.train INFO: Epoch[86] Iter[50/486] Loss: 0.125, Acc: 0.993, Base Lr: 7.48e-05
2024-05-19 00:28:51 transreid.train INFO: Epoch[86] Iter[60/486] Loss: 0.126, Acc: 0.993, Base Lr: 7.48e-05
2024-05-19 00:28:54 transreid.train INFO: Epoch[86] Iter[70/486] Loss: 0.124, Acc: 0.994, Base Lr: 7.48e-05
2024-05-19 00:28:56 transreid.train INFO: Epoch[86] Iter[80/486] Loss: 0.121, Acc: 0.995, Base Lr: 7.48e-05
2024-05-19 00:28:59 transreid.train INFO: Epoch[86] Iter[90/486] Loss: 0.120, Acc: 0.995, Base Lr: 7.48e-05
2024-05-19 00:29:01 transreid.train INFO: Epoch[86] Iter[100/486] Loss: 0.118, Acc: 0.995, Base Lr: 7.48e-05
2024-05-19 00:29:04 transreid.train INFO: Epoch[86] Iter[110/486] Loss: 0.117, Acc: 0.995, Base Lr: 7.48e-05
2024-05-19 00:29:06 transreid.train INFO: Epoch[86] Iter[120/486] Loss: 0.118, Acc: 0.995, Base Lr: 7.48e-05
2024-05-19 00:29:09 transreid.train INFO: Epoch[86] Iter[130/486] Loss: 0.117, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:11 transreid.train INFO: Epoch[86] Iter[140/486] Loss: 0.115, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:13 transreid.train INFO: Epoch[86] Iter[150/486] Loss: 0.113, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:16 transreid.train INFO: Epoch[86] Iter[160/486] Loss: 0.114, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:18 transreid.train INFO: Epoch[86] Iter[170/486] Loss: 0.112, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:21 transreid.train INFO: Epoch[86] Iter[180/486] Loss: 0.112, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:23 transreid.train INFO: Epoch[86] Iter[190/486] Loss: 0.111, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:26 transreid.train INFO: Epoch[86] Iter[200/486] Loss: 0.110, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:28 transreid.train INFO: Epoch[86] Iter[210/486] Loss: 0.109, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:31 transreid.train INFO: Epoch[86] Iter[220/486] Loss: 0.108, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:33 transreid.train INFO: Epoch[86] Iter[230/486] Loss: 0.107, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:36 transreid.train INFO: Epoch[86] Iter[240/486] Loss: 0.105, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:38 transreid.train INFO: Epoch[86] Iter[250/486] Loss: 0.103, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:41 transreid.train INFO: Epoch[86] Iter[260/486] Loss: 0.102, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:43 transreid.train INFO: Epoch[86] Iter[270/486] Loss: 0.101, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:46 transreid.train INFO: Epoch[86] Iter[280/486] Loss: 0.099, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:48 transreid.train INFO: Epoch[86] Iter[290/486] Loss: 0.098, Acc: 0.996, Base Lr: 7.48e-05
2024-05-19 00:29:51 transreid.train INFO: Epoch[86] Iter[300/486] Loss: 0.096, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:29:53 transreid.train INFO: Epoch[86] Iter[310/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:29:56 transreid.train INFO: Epoch[86] Iter[320/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:29:58 transreid.train INFO: Epoch[86] Iter[330/486] Loss: 0.092, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:00 transreid.train INFO: Epoch[86] Iter[340/486] Loss: 0.091, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:03 transreid.train INFO: Epoch[86] Iter[350/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:05 transreid.train INFO: Epoch[86] Iter[360/486] Loss: 0.088, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:08 transreid.train INFO: Epoch[86] Iter[370/486] Loss: 0.087, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:10 transreid.train INFO: Epoch[86] Iter[380/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:13 transreid.train INFO: Epoch[86] Iter[390/486] Loss: 0.084, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:15 transreid.train INFO: Epoch[86] Iter[400/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:18 transreid.train INFO: Epoch[86] Iter[410/486] Loss: 0.081, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:20 transreid.train INFO: Epoch[86] Iter[420/486] Loss: 0.080, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:23 transreid.train INFO: Epoch[86] Iter[430/486] Loss: 0.079, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:25 transreid.train INFO: Epoch[86] Iter[440/486] Loss: 0.078, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:28 transreid.train INFO: Epoch[86] Iter[450/486] Loss: 0.076, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:30 transreid.train INFO: Epoch[86] Iter[460/486] Loss: 0.075, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:33 transreid.train INFO: Epoch[86] Iter[470/486] Loss: 0.074, Acc: 0.997, Base Lr: 7.48e-05
2024-05-19 00:30:34 transreid.train INFO: Epoch 86 done. Time per epoch: 121.794[s] Speed: 248.6[samples/s]
2024-05-19 00:30:41 transreid.train INFO: Epoch[87] Iter[10/486] Loss: 0.117, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:30:43 transreid.train INFO: Epoch[87] Iter[20/486] Loss: 0.113, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:30:46 transreid.train INFO: Epoch[87] Iter[30/486] Loss: 0.135, Acc: 0.991, Base Lr: 7.08e-05
2024-05-19 00:30:48 transreid.train INFO: Epoch[87] Iter[40/486] Loss: 0.130, Acc: 0.993, Base Lr: 7.08e-05
2024-05-19 00:30:51 transreid.train INFO: Epoch[87] Iter[50/486] Loss: 0.131, Acc: 0.992, Base Lr: 7.08e-05
2024-05-19 00:30:53 transreid.train INFO: Epoch[87] Iter[60/486] Loss: 0.137, Acc: 0.992, Base Lr: 7.08e-05
2024-05-19 00:30:56 transreid.train INFO: Epoch[87] Iter[70/486] Loss: 0.132, Acc: 0.993, Base Lr: 7.08e-05
2024-05-19 00:30:58 transreid.train INFO: Epoch[87] Iter[80/486] Loss: 0.129, Acc: 0.994, Base Lr: 7.08e-05
2024-05-19 00:31:00 transreid.train INFO: Epoch[87] Iter[90/486] Loss: 0.129, Acc: 0.994, Base Lr: 7.08e-05
2024-05-19 00:31:03 transreid.train INFO: Epoch[87] Iter[100/486] Loss: 0.127, Acc: 0.994, Base Lr: 7.08e-05
2024-05-19 00:31:05 transreid.train INFO: Epoch[87] Iter[110/486] Loss: 0.126, Acc: 0.994, Base Lr: 7.08e-05
2024-05-19 00:31:08 transreid.train INFO: Epoch[87] Iter[120/486] Loss: 0.123, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:10 transreid.train INFO: Epoch[87] Iter[130/486] Loss: 0.122, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:13 transreid.train INFO: Epoch[87] Iter[140/486] Loss: 0.120, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:15 transreid.train INFO: Epoch[87] Iter[150/486] Loss: 0.119, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:18 transreid.train INFO: Epoch[87] Iter[160/486] Loss: 0.118, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:20 transreid.train INFO: Epoch[87] Iter[170/486] Loss: 0.116, Acc: 0.995, Base Lr: 7.08e-05
2024-05-19 00:31:23 transreid.train INFO: Epoch[87] Iter[180/486] Loss: 0.114, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:25 transreid.train INFO: Epoch[87] Iter[190/486] Loss: 0.112, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:28 transreid.train INFO: Epoch[87] Iter[200/486] Loss: 0.111, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:30 transreid.train INFO: Epoch[87] Iter[210/486] Loss: 0.109, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:33 transreid.train INFO: Epoch[87] Iter[220/486] Loss: 0.108, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:35 transreid.train INFO: Epoch[87] Iter[230/486] Loss: 0.106, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:37 transreid.train INFO: Epoch[87] Iter[240/486] Loss: 0.105, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:40 transreid.train INFO: Epoch[87] Iter[250/486] Loss: 0.103, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:42 transreid.train INFO: Epoch[87] Iter[260/486] Loss: 0.102, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:45 transreid.train INFO: Epoch[87] Iter[270/486] Loss: 0.100, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:47 transreid.train INFO: Epoch[87] Iter[280/486] Loss: 0.099, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:50 transreid.train INFO: Epoch[87] Iter[290/486] Loss: 0.097, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:52 transreid.train INFO: Epoch[87] Iter[300/486] Loss: 0.097, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:31:55 transreid.train INFO: Epoch[87] Iter[310/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:31:57 transreid.train INFO: Epoch[87] Iter[320/486] Loss: 0.094, Acc: 0.996, Base Lr: 7.08e-05
2024-05-19 00:32:00 transreid.train INFO: Epoch[87] Iter[330/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:02 transreid.train INFO: Epoch[87] Iter[340/486] Loss: 0.092, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:04 transreid.train INFO: Epoch[87] Iter[350/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:07 transreid.train INFO: Epoch[87] Iter[360/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:09 transreid.train INFO: Epoch[87] Iter[370/486] Loss: 0.088, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:12 transreid.train INFO: Epoch[87] Iter[380/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:14 transreid.train INFO: Epoch[87] Iter[390/486] Loss: 0.085, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:17 transreid.train INFO: Epoch[87] Iter[400/486] Loss: 0.084, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:19 transreid.train INFO: Epoch[87] Iter[410/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:22 transreid.train INFO: Epoch[87] Iter[420/486] Loss: 0.082, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:24 transreid.train INFO: Epoch[87] Iter[430/486] Loss: 0.080, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:27 transreid.train INFO: Epoch[87] Iter[440/486] Loss: 0.079, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:29 transreid.train INFO: Epoch[87] Iter[450/486] Loss: 0.078, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:32 transreid.train INFO: Epoch[87] Iter[460/486] Loss: 0.077, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:34 transreid.train INFO: Epoch[87] Iter[470/486] Loss: 0.076, Acc: 0.997, Base Lr: 7.08e-05
2024-05-19 00:32:35 transreid.train INFO: Epoch 87 done. Time per epoch: 121.323[s] Speed: 249.5[samples/s]
2024-05-19 00:32:42 transreid.train INFO: Epoch[88] Iter[10/486] Loss: 0.149, Acc: 0.989, Base Lr: 6.68e-05
2024-05-19 00:32:44 transreid.train INFO: Epoch[88] Iter[20/486] Loss: 0.133, Acc: 0.993, Base Lr: 6.68e-05
2024-05-19 00:32:47 transreid.train INFO: Epoch[88] Iter[30/486] Loss: 0.122, Acc: 0.995, Base Lr: 6.68e-05
2024-05-19 00:32:49 transreid.train INFO: Epoch[88] Iter[40/486] Loss: 0.122, Acc: 0.995, Base Lr: 6.68e-05
2024-05-19 00:32:52 transreid.train INFO: Epoch[88] Iter[50/486] Loss: 0.123, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:32:54 transreid.train INFO: Epoch[88] Iter[60/486] Loss: 0.122, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:32:57 transreid.train INFO: Epoch[88] Iter[70/486] Loss: 0.120, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:32:59 transreid.train INFO: Epoch[88] Iter[80/486] Loss: 0.117, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:33:02 transreid.train INFO: Epoch[88] Iter[90/486] Loss: 0.115, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:04 transreid.train INFO: Epoch[88] Iter[100/486] Loss: 0.115, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:06 transreid.train INFO: Epoch[88] Iter[110/486] Loss: 0.114, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:33:09 transreid.train INFO: Epoch[88] Iter[120/486] Loss: 0.114, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:33:11 transreid.train INFO: Epoch[88] Iter[130/486] Loss: 0.113, Acc: 0.996, Base Lr: 6.68e-05
2024-05-19 00:33:14 transreid.train INFO: Epoch[88] Iter[140/486] Loss: 0.111, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:16 transreid.train INFO: Epoch[88] Iter[150/486] Loss: 0.109, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:19 transreid.train INFO: Epoch[88] Iter[160/486] Loss: 0.108, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:21 transreid.train INFO: Epoch[88] Iter[170/486] Loss: 0.108, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:24 transreid.train INFO: Epoch[88] Iter[180/486] Loss: 0.107, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:26 transreid.train INFO: Epoch[88] Iter[190/486] Loss: 0.106, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:29 transreid.train INFO: Epoch[88] Iter[200/486] Loss: 0.105, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:31 transreid.train INFO: Epoch[88] Iter[210/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:34 transreid.train INFO: Epoch[88] Iter[220/486] Loss: 0.102, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:36 transreid.train INFO: Epoch[88] Iter[230/486] Loss: 0.101, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:39 transreid.train INFO: Epoch[88] Iter[240/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:41 transreid.train INFO: Epoch[88] Iter[250/486] Loss: 0.099, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:44 transreid.train INFO: Epoch[88] Iter[260/486] Loss: 0.097, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:46 transreid.train INFO: Epoch[88] Iter[270/486] Loss: 0.096, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:49 transreid.train INFO: Epoch[88] Iter[280/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:51 transreid.train INFO: Epoch[88] Iter[290/486] Loss: 0.094, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:54 transreid.train INFO: Epoch[88] Iter[300/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:56 transreid.train INFO: Epoch[88] Iter[310/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:33:58 transreid.train INFO: Epoch[88] Iter[320/486] Loss: 0.092, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:01 transreid.train INFO: Epoch[88] Iter[330/486] Loss: 0.090, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:03 transreid.train INFO: Epoch[88] Iter[340/486] Loss: 0.089, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:06 transreid.train INFO: Epoch[88] Iter[350/486] Loss: 0.087, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:08 transreid.train INFO: Epoch[88] Iter[360/486] Loss: 0.086, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:11 transreid.train INFO: Epoch[88] Iter[370/486] Loss: 0.085, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:13 transreid.train INFO: Epoch[88] Iter[380/486] Loss: 0.084, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:16 transreid.train INFO: Epoch[88] Iter[390/486] Loss: 0.082, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:18 transreid.train INFO: Epoch[88] Iter[400/486] Loss: 0.081, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:21 transreid.train INFO: Epoch[88] Iter[410/486] Loss: 0.080, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:23 transreid.train INFO: Epoch[88] Iter[420/486] Loss: 0.078, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:26 transreid.train INFO: Epoch[88] Iter[430/486] Loss: 0.077, Acc: 0.997, Base Lr: 6.68e-05
2024-05-19 00:34:28 transreid.train INFO: Epoch[88] Iter[440/486] Loss: 0.076, Acc: 0.998, Base Lr: 6.68e-05
2024-05-19 00:34:31 transreid.train INFO: Epoch[88] Iter[450/486] Loss: 0.074, Acc: 0.998, Base Lr: 6.68e-05
2024-05-19 00:34:33 transreid.train INFO: Epoch[88] Iter[460/486] Loss: 0.073, Acc: 0.998, Base Lr: 6.68e-05
2024-05-19 00:34:36 transreid.train INFO: Epoch[88] Iter[470/486] Loss: 0.072, Acc: 0.998, Base Lr: 6.68e-05
2024-05-19 00:34:37 transreid.train INFO: Epoch 88 done. Time per epoch: 121.798[s] Speed: 249.1[samples/s]
2024-05-19 00:34:44 transreid.train INFO: Epoch[89] Iter[10/486] Loss: 0.104, Acc: 1.000, Base Lr: 6.30e-05
2024-05-19 00:34:46 transreid.train INFO: Epoch[89] Iter[20/486] Loss: 0.126, Acc: 0.993, Base Lr: 6.30e-05
2024-05-19 00:34:49 transreid.train INFO: Epoch[89] Iter[30/486] Loss: 0.132, Acc: 0.992, Base Lr: 6.30e-05
2024-05-19 00:34:51 transreid.train INFO: Epoch[89] Iter[40/486] Loss: 0.136, Acc: 0.993, Base Lr: 6.30e-05
2024-05-19 00:34:54 transreid.train INFO: Epoch[89] Iter[50/486] Loss: 0.133, Acc: 0.994, Base Lr: 6.30e-05
2024-05-19 00:34:56 transreid.train INFO: Epoch[89] Iter[60/486] Loss: 0.130, Acc: 0.995, Base Lr: 6.30e-05
2024-05-19 00:34:59 transreid.train INFO: Epoch[89] Iter[70/486] Loss: 0.127, Acc: 0.995, Base Lr: 6.30e-05
2024-05-19 00:35:01 transreid.train INFO: Epoch[89] Iter[80/486] Loss: 0.123, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:04 transreid.train INFO: Epoch[89] Iter[90/486] Loss: 0.119, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:06 transreid.train INFO: Epoch[89] Iter[100/486] Loss: 0.118, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:09 transreid.train INFO: Epoch[89] Iter[110/486] Loss: 0.115, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:11 transreid.train INFO: Epoch[89] Iter[120/486] Loss: 0.115, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:14 transreid.train INFO: Epoch[89] Iter[130/486] Loss: 0.114, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:16 transreid.train INFO: Epoch[89] Iter[140/486] Loss: 0.112, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:18 transreid.train INFO: Epoch[89] Iter[150/486] Loss: 0.113, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:21 transreid.train INFO: Epoch[89] Iter[160/486] Loss: 0.110, Acc: 0.996, Base Lr: 6.30e-05
2024-05-19 00:35:23 transreid.train INFO: Epoch[89] Iter[170/486] Loss: 0.109, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:26 transreid.train INFO: Epoch[89] Iter[180/486] Loss: 0.107, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:28 transreid.train INFO: Epoch[89] Iter[190/486] Loss: 0.106, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:31 transreid.train INFO: Epoch[89] Iter[200/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:33 transreid.train INFO: Epoch[89] Iter[210/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:36 transreid.train INFO: Epoch[89] Iter[220/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:38 transreid.train INFO: Epoch[89] Iter[230/486] Loss: 0.103, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:41 transreid.train INFO: Epoch[89] Iter[240/486] Loss: 0.102, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:43 transreid.train INFO: Epoch[89] Iter[250/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:46 transreid.train INFO: Epoch[89] Iter[260/486] Loss: 0.099, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:48 transreid.train INFO: Epoch[89] Iter[270/486] Loss: 0.097, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:51 transreid.train INFO: Epoch[89] Iter[280/486] Loss: 0.096, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:53 transreid.train INFO: Epoch[89] Iter[290/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:56 transreid.train INFO: Epoch[89] Iter[300/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:35:58 transreid.train INFO: Epoch[89] Iter[310/486] Loss: 0.092, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:01 transreid.train INFO: Epoch[89] Iter[320/486] Loss: 0.091, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:03 transreid.train INFO: Epoch[89] Iter[330/486] Loss: 0.090, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:06 transreid.train INFO: Epoch[89] Iter[340/486] Loss: 0.089, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:08 transreid.train INFO: Epoch[89] Iter[350/486] Loss: 0.087, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:11 transreid.train INFO: Epoch[89] Iter[360/486] Loss: 0.086, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:13 transreid.train INFO: Epoch[89] Iter[370/486] Loss: 0.085, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:15 transreid.train INFO: Epoch[89] Iter[380/486] Loss: 0.084, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:18 transreid.train INFO: Epoch[89] Iter[390/486] Loss: 0.083, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:20 transreid.train INFO: Epoch[89] Iter[400/486] Loss: 0.081, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:23 transreid.train INFO: Epoch[89] Iter[410/486] Loss: 0.080, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:25 transreid.train INFO: Epoch[89] Iter[420/486] Loss: 0.079, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:28 transreid.train INFO: Epoch[89] Iter[430/486] Loss: 0.077, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:30 transreid.train INFO: Epoch[89] Iter[440/486] Loss: 0.076, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:33 transreid.train INFO: Epoch[89] Iter[450/486] Loss: 0.075, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:35 transreid.train INFO: Epoch[89] Iter[460/486] Loss: 0.074, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:38 transreid.train INFO: Epoch[89] Iter[470/486] Loss: 0.073, Acc: 0.997, Base Lr: 6.30e-05
2024-05-19 00:36:39 transreid.train INFO: Epoch 89 done. Time per epoch: 121.995[s] Speed: 248.7[samples/s]
2024-05-19 00:36:46 transreid.train INFO: Epoch[90] Iter[10/486] Loss: 0.135, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:36:48 transreid.train INFO: Epoch[90] Iter[20/486] Loss: 0.149, Acc: 0.991, Base Lr: 5.93e-05
2024-05-19 00:36:51 transreid.train INFO: Epoch[90] Iter[30/486] Loss: 0.139, Acc: 0.992, Base Lr: 5.93e-05
2024-05-19 00:36:53 transreid.train INFO: Epoch[90] Iter[40/486] Loss: 0.139, Acc: 0.993, Base Lr: 5.93e-05
2024-05-19 00:36:56 transreid.train INFO: Epoch[90] Iter[50/486] Loss: 0.133, Acc: 0.994, Base Lr: 5.93e-05
2024-05-19 00:36:58 transreid.train INFO: Epoch[90] Iter[60/486] Loss: 0.131, Acc: 0.994, Base Lr: 5.93e-05
2024-05-19 00:37:00 transreid.train INFO: Epoch[90] Iter[70/486] Loss: 0.127, Acc: 0.994, Base Lr: 5.93e-05
2024-05-19 00:37:03 transreid.train INFO: Epoch[90] Iter[80/486] Loss: 0.125, Acc: 0.995, Base Lr: 5.93e-05
2024-05-19 00:37:05 transreid.train INFO: Epoch[90] Iter[90/486] Loss: 0.121, Acc: 0.995, Base Lr: 5.93e-05
2024-05-19 00:37:08 transreid.train INFO: Epoch[90] Iter[100/486] Loss: 0.119, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:10 transreid.train INFO: Epoch[90] Iter[110/486] Loss: 0.117, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:13 transreid.train INFO: Epoch[90] Iter[120/486] Loss: 0.117, Acc: 0.995, Base Lr: 5.93e-05
2024-05-19 00:37:15 transreid.train INFO: Epoch[90] Iter[130/486] Loss: 0.114, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:18 transreid.train INFO: Epoch[90] Iter[140/486] Loss: 0.112, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:20 transreid.train INFO: Epoch[90] Iter[150/486] Loss: 0.112, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:23 transreid.train INFO: Epoch[90] Iter[160/486] Loss: 0.110, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:25 transreid.train INFO: Epoch[90] Iter[170/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.93e-05
2024-05-19 00:37:28 transreid.train INFO: Epoch[90] Iter[180/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:30 transreid.train INFO: Epoch[90] Iter[190/486] Loss: 0.105, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:32 transreid.train INFO: Epoch[90] Iter[200/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:35 transreid.train INFO: Epoch[90] Iter[210/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:37 transreid.train INFO: Epoch[90] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:40 transreid.train INFO: Epoch[90] Iter[230/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:42 transreid.train INFO: Epoch[90] Iter[240/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:45 transreid.train INFO: Epoch[90] Iter[250/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:47 transreid.train INFO: Epoch[90] Iter[260/486] Loss: 0.097, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:50 transreid.train INFO: Epoch[90] Iter[270/486] Loss: 0.095, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:52 transreid.train INFO: Epoch[90] Iter[280/486] Loss: 0.094, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:55 transreid.train INFO: Epoch[90] Iter[290/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:37:57 transreid.train INFO: Epoch[90] Iter[300/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:00 transreid.train INFO: Epoch[90] Iter[310/486] Loss: 0.090, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:02 transreid.train INFO: Epoch[90] Iter[320/486] Loss: 0.089, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:04 transreid.train INFO: Epoch[90] Iter[330/486] Loss: 0.088, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:07 transreid.train INFO: Epoch[90] Iter[340/486] Loss: 0.086, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:09 transreid.train INFO: Epoch[90] Iter[350/486] Loss: 0.085, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:12 transreid.train INFO: Epoch[90] Iter[360/486] Loss: 0.084, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:14 transreid.train INFO: Epoch[90] Iter[370/486] Loss: 0.083, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:17 transreid.train INFO: Epoch[90] Iter[380/486] Loss: 0.081, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:19 transreid.train INFO: Epoch[90] Iter[390/486] Loss: 0.080, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:22 transreid.train INFO: Epoch[90] Iter[400/486] Loss: 0.079, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:24 transreid.train INFO: Epoch[90] Iter[410/486] Loss: 0.078, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:27 transreid.train INFO: Epoch[90] Iter[420/486] Loss: 0.076, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:29 transreid.train INFO: Epoch[90] Iter[430/486] Loss: 0.075, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:32 transreid.train INFO: Epoch[90] Iter[440/486] Loss: 0.074, Acc: 0.997, Base Lr: 5.93e-05
2024-05-19 00:38:34 transreid.train INFO: Epoch[90] Iter[450/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.93e-05
2024-05-19 00:38:37 transreid.train INFO: Epoch[90] Iter[460/486] Loss: 0.072, Acc: 0.998, Base Lr: 5.93e-05
2024-05-19 00:38:39 transreid.train INFO: Epoch[90] Iter[470/486] Loss: 0.070, Acc: 0.998, Base Lr: 5.93e-05
2024-05-19 00:38:41 transreid.train INFO: Epoch 90 done. Time per epoch: 121.303[s] Speed: 250.1[samples/s]
2024-05-19 00:38:47 transreid.train INFO: Epoch[91] Iter[10/486] Loss: 0.131, Acc: 1.000, Base Lr: 5.56e-05
2024-05-19 00:38:49 transreid.train INFO: Epoch[91] Iter[20/486] Loss: 0.126, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:38:52 transreid.train INFO: Epoch[91] Iter[30/486] Loss: 0.113, Acc: 0.998, Base Lr: 5.56e-05
2024-05-19 00:38:54 transreid.train INFO: Epoch[91] Iter[40/486] Loss: 0.120, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:38:57 transreid.train INFO: Epoch[91] Iter[50/486] Loss: 0.124, Acc: 0.994, Base Lr: 5.56e-05
2024-05-19 00:38:59 transreid.train INFO: Epoch[91] Iter[60/486] Loss: 0.121, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:02 transreid.train INFO: Epoch[91] Iter[70/486] Loss: 0.120, Acc: 0.994, Base Lr: 5.56e-05
2024-05-19 00:39:04 transreid.train INFO: Epoch[91] Iter[80/486] Loss: 0.119, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:07 transreid.train INFO: Epoch[91] Iter[90/486] Loss: 0.114, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:09 transreid.train INFO: Epoch[91] Iter[100/486] Loss: 0.115, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:12 transreid.train INFO: Epoch[91] Iter[110/486] Loss: 0.116, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:14 transreid.train INFO: Epoch[91] Iter[120/486] Loss: 0.114, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:17 transreid.train INFO: Epoch[91] Iter[130/486] Loss: 0.112, Acc: 0.995, Base Lr: 5.56e-05
2024-05-19 00:39:19 transreid.train INFO: Epoch[91] Iter[140/486] Loss: 0.112, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:22 transreid.train INFO: Epoch[91] Iter[150/486] Loss: 0.110, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:24 transreid.train INFO: Epoch[91] Iter[160/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:27 transreid.train INFO: Epoch[91] Iter[170/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:29 transreid.train INFO: Epoch[91] Iter[180/486] Loss: 0.110, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:32 transreid.train INFO: Epoch[91] Iter[190/486] Loss: 0.109, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:34 transreid.train INFO: Epoch[91] Iter[200/486] Loss: 0.107, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:37 transreid.train INFO: Epoch[91] Iter[210/486] Loss: 0.106, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:39 transreid.train INFO: Epoch[91] Iter[220/486] Loss: 0.105, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:42 transreid.train INFO: Epoch[91] Iter[230/486] Loss: 0.103, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:44 transreid.train INFO: Epoch[91] Iter[240/486] Loss: 0.102, Acc: 0.996, Base Lr: 5.56e-05
2024-05-19 00:39:47 transreid.train INFO: Epoch[91] Iter[250/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:39:49 transreid.train INFO: Epoch[91] Iter[260/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:39:51 transreid.train INFO: Epoch[91] Iter[270/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:39:54 transreid.train INFO: Epoch[91] Iter[280/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:39:56 transreid.train INFO: Epoch[91] Iter[290/486] Loss: 0.095, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:39:59 transreid.train INFO: Epoch[91] Iter[300/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:01 transreid.train INFO: Epoch[91] Iter[310/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:04 transreid.train INFO: Epoch[91] Iter[320/486] Loss: 0.090, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:06 transreid.train INFO: Epoch[91] Iter[330/486] Loss: 0.089, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:09 transreid.train INFO: Epoch[91] Iter[340/486] Loss: 0.088, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:11 transreid.train INFO: Epoch[91] Iter[350/486] Loss: 0.087, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:14 transreid.train INFO: Epoch[91] Iter[360/486] Loss: 0.086, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:16 transreid.train INFO: Epoch[91] Iter[370/486] Loss: 0.084, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:19 transreid.train INFO: Epoch[91] Iter[380/486] Loss: 0.083, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:21 transreid.train INFO: Epoch[91] Iter[390/486] Loss: 0.082, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:24 transreid.train INFO: Epoch[91] Iter[400/486] Loss: 0.081, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:26 transreid.train INFO: Epoch[91] Iter[410/486] Loss: 0.080, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:29 transreid.train INFO: Epoch[91] Iter[420/486] Loss: 0.078, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:31 transreid.train INFO: Epoch[91] Iter[430/486] Loss: 0.077, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:34 transreid.train INFO: Epoch[91] Iter[440/486] Loss: 0.076, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:36 transreid.train INFO: Epoch[91] Iter[450/486] Loss: 0.074, Acc: 0.997, Base Lr: 5.56e-05
2024-05-19 00:40:39 transreid.train INFO: Epoch[91] Iter[460/486] Loss: 0.073, Acc: 0.998, Base Lr: 5.56e-05
2024-05-19 00:40:41 transreid.train INFO: Epoch[91] Iter[470/486] Loss: 0.072, Acc: 0.998, Base Lr: 5.56e-05
2024-05-19 00:40:42 transreid.train INFO: Epoch 91 done. Time per epoch: 121.840[s] Speed: 248.5[samples/s]
2024-05-19 00:40:49 transreid.train INFO: Epoch[92] Iter[10/486] Loss: 0.145, Acc: 0.986, Base Lr: 5.21e-05
2024-05-19 00:40:51 transreid.train INFO: Epoch[92] Iter[20/486] Loss: 0.131, Acc: 0.991, Base Lr: 5.21e-05
2024-05-19 00:40:54 transreid.train INFO: Epoch[92] Iter[30/486] Loss: 0.128, Acc: 0.992, Base Lr: 5.21e-05
2024-05-19 00:40:56 transreid.train INFO: Epoch[92] Iter[40/486] Loss: 0.120, Acc: 0.993, Base Lr: 5.21e-05
2024-05-19 00:40:59 transreid.train INFO: Epoch[92] Iter[50/486] Loss: 0.120, Acc: 0.994, Base Lr: 5.21e-05
2024-05-19 00:41:01 transreid.train INFO: Epoch[92] Iter[60/486] Loss: 0.119, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:04 transreid.train INFO: Epoch[92] Iter[70/486] Loss: 0.115, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:06 transreid.train INFO: Epoch[92] Iter[80/486] Loss: 0.116, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:09 transreid.train INFO: Epoch[92] Iter[90/486] Loss: 0.116, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:11 transreid.train INFO: Epoch[92] Iter[100/486] Loss: 0.116, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:14 transreid.train INFO: Epoch[92] Iter[110/486] Loss: 0.116, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:16 transreid.train INFO: Epoch[92] Iter[120/486] Loss: 0.113, Acc: 0.995, Base Lr: 5.21e-05
2024-05-19 00:41:19 transreid.train INFO: Epoch[92] Iter[130/486] Loss: 0.110, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:21 transreid.train INFO: Epoch[92] Iter[140/486] Loss: 0.108, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:23 transreid.train INFO: Epoch[92] Iter[150/486] Loss: 0.107, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:26 transreid.train INFO: Epoch[92] Iter[160/486] Loss: 0.107, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:28 transreid.train INFO: Epoch[92] Iter[170/486] Loss: 0.105, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:31 transreid.train INFO: Epoch[92] Iter[180/486] Loss: 0.104, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:33 transreid.train INFO: Epoch[92] Iter[190/486] Loss: 0.102, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:36 transreid.train INFO: Epoch[92] Iter[200/486] Loss: 0.101, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:38 transreid.train INFO: Epoch[92] Iter[210/486] Loss: 0.102, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:41 transreid.train INFO: Epoch[92] Iter[220/486] Loss: 0.100, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:43 transreid.train INFO: Epoch[92] Iter[230/486] Loss: 0.100, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:46 transreid.train INFO: Epoch[92] Iter[240/486] Loss: 0.099, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:48 transreid.train INFO: Epoch[92] Iter[250/486] Loss: 0.097, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:51 transreid.train INFO: Epoch[92] Iter[260/486] Loss: 0.096, Acc: 0.996, Base Lr: 5.21e-05
2024-05-19 00:41:53 transreid.train INFO: Epoch[92] Iter[270/486] Loss: 0.095, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:41:55 transreid.train INFO: Epoch[92] Iter[280/486] Loss: 0.094, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:41:58 transreid.train INFO: Epoch[92] Iter[290/486] Loss: 0.092, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:00 transreid.train INFO: Epoch[92] Iter[300/486] Loss: 0.091, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:03 transreid.train INFO: Epoch[92] Iter[310/486] Loss: 0.089, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:05 transreid.train INFO: Epoch[92] Iter[320/486] Loss: 0.088, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:08 transreid.train INFO: Epoch[92] Iter[330/486] Loss: 0.087, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:10 transreid.train INFO: Epoch[92] Iter[340/486] Loss: 0.086, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:13 transreid.train INFO: Epoch[92] Iter[350/486] Loss: 0.085, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:15 transreid.train INFO: Epoch[92] Iter[360/486] Loss: 0.084, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:18 transreid.train INFO: Epoch[92] Iter[370/486] Loss: 0.082, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:20 transreid.train INFO: Epoch[92] Iter[380/486] Loss: 0.081, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:23 transreid.train INFO: Epoch[92] Iter[390/486] Loss: 0.080, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:25 transreid.train INFO: Epoch[92] Iter[400/486] Loss: 0.079, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:28 transreid.train INFO: Epoch[92] Iter[410/486] Loss: 0.078, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:30 transreid.train INFO: Epoch[92] Iter[420/486] Loss: 0.077, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:33 transreid.train INFO: Epoch[92] Iter[430/486] Loss: 0.076, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:35 transreid.train INFO: Epoch[92] Iter[440/486] Loss: 0.074, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:37 transreid.train INFO: Epoch[92] Iter[450/486] Loss: 0.074, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:40 transreid.train INFO: Epoch[92] Iter[460/486] Loss: 0.073, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:42 transreid.train INFO: Epoch[92] Iter[470/486] Loss: 0.071, Acc: 0.997, Base Lr: 5.21e-05
2024-05-19 00:42:45 transreid.train INFO: Epoch 92 done. Time per epoch: 122.111[s] Speed: 249.5[samples/s]
2024-05-19 00:42:51 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.141, Acc: 0.992, Base Lr: 4.86e-05
2024-05-19 00:42:53 transreid.train INFO: Epoch[93] Iter[20/486] Loss: 0.129, Acc: 0.995, Base Lr: 4.86e-05
2024-05-19 00:42:56 transreid.train INFO: Epoch[93] Iter[30/486] Loss: 0.123, Acc: 0.996, Base Lr: 4.86e-05
2024-05-19 00:42:58 transreid.train INFO: Epoch[93] Iter[40/486] Loss: 0.121, Acc: 0.996, Base Lr: 4.86e-05
2024-05-19 00:43:01 transreid.train INFO: Epoch[93] Iter[50/486] Loss: 0.118, Acc: 0.996, Base Lr: 4.86e-05
2024-05-19 00:43:03 transreid.train INFO: Epoch[93] Iter[60/486] Loss: 0.116, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:06 transreid.train INFO: Epoch[93] Iter[70/486] Loss: 0.116, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:08 transreid.train INFO: Epoch[93] Iter[80/486] Loss: 0.116, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:11 transreid.train INFO: Epoch[93] Iter[90/486] Loss: 0.115, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:13 transreid.train INFO: Epoch[93] Iter[100/486] Loss: 0.115, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:16 transreid.train INFO: Epoch[93] Iter[110/486] Loss: 0.114, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:18 transreid.train INFO: Epoch[93] Iter[120/486] Loss: 0.114, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:21 transreid.train INFO: Epoch[93] Iter[130/486] Loss: 0.114, Acc: 0.996, Base Lr: 4.86e-05
2024-05-19 00:43:23 transreid.train INFO: Epoch[93] Iter[140/486] Loss: 0.112, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:26 transreid.train INFO: Epoch[93] Iter[150/486] Loss: 0.111, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:28 transreid.train INFO: Epoch[93] Iter[160/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:30 transreid.train INFO: Epoch[93] Iter[170/486] Loss: 0.107, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:33 transreid.train INFO: Epoch[93] Iter[180/486] Loss: 0.107, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:35 transreid.train INFO: Epoch[93] Iter[190/486] Loss: 0.105, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:38 transreid.train INFO: Epoch[93] Iter[200/486] Loss: 0.103, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:40 transreid.train INFO: Epoch[93] Iter[210/486] Loss: 0.101, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:43 transreid.train INFO: Epoch[93] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:45 transreid.train INFO: Epoch[93] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:48 transreid.train INFO: Epoch[93] Iter[240/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:50 transreid.train INFO: Epoch[93] Iter[250/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:53 transreid.train INFO: Epoch[93] Iter[260/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:55 transreid.train INFO: Epoch[93] Iter[270/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:43:58 transreid.train INFO: Epoch[93] Iter[280/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:00 transreid.train INFO: Epoch[93] Iter[290/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:03 transreid.train INFO: Epoch[93] Iter[300/486] Loss: 0.091, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:05 transreid.train INFO: Epoch[93] Iter[310/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:07 transreid.train INFO: Epoch[93] Iter[320/486] Loss: 0.088, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:10 transreid.train INFO: Epoch[93] Iter[330/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:12 transreid.train INFO: Epoch[93] Iter[340/486] Loss: 0.086, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:15 transreid.train INFO: Epoch[93] Iter[350/486] Loss: 0.085, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:17 transreid.train INFO: Epoch[93] Iter[360/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.86e-05
2024-05-19 00:44:20 transreid.train INFO: Epoch[93] Iter[370/486] Loss: 0.082, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:22 transreid.train INFO: Epoch[93] Iter[380/486] Loss: 0.081, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:25 transreid.train INFO: Epoch[93] Iter[390/486] Loss: 0.079, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:27 transreid.train INFO: Epoch[93] Iter[400/486] Loss: 0.078, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:30 transreid.train INFO: Epoch[93] Iter[410/486] Loss: 0.077, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:32 transreid.train INFO: Epoch[93] Iter[420/486] Loss: 0.076, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:35 transreid.train INFO: Epoch[93] Iter[430/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:37 transreid.train INFO: Epoch[93] Iter[440/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:40 transreid.train INFO: Epoch[93] Iter[450/486] Loss: 0.072, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:42 transreid.train INFO: Epoch[93] Iter[460/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:45 transreid.train INFO: Epoch[93] Iter[470/486] Loss: 0.070, Acc: 0.998, Base Lr: 4.86e-05
2024-05-19 00:44:47 transreid.train INFO: Epoch 93 done. Time per epoch: 122.009[s] Speed: 249.2[samples/s]
2024-05-19 00:44:53 transreid.train INFO: Epoch[94] Iter[10/486] Loss: 0.161, Acc: 0.986, Base Lr: 4.53e-05
2024-05-19 00:44:55 transreid.train INFO: Epoch[94] Iter[20/486] Loss: 0.130, Acc: 0.991, Base Lr: 4.53e-05
2024-05-19 00:44:58 transreid.train INFO: Epoch[94] Iter[30/486] Loss: 0.124, Acc: 0.994, Base Lr: 4.53e-05
2024-05-19 00:45:00 transreid.train INFO: Epoch[94] Iter[40/486] Loss: 0.124, Acc: 0.994, Base Lr: 4.53e-05
2024-05-19 00:45:03 transreid.train INFO: Epoch[94] Iter[50/486] Loss: 0.121, Acc: 0.994, Base Lr: 4.53e-05
2024-05-19 00:45:05 transreid.train INFO: Epoch[94] Iter[60/486] Loss: 0.120, Acc: 0.994, Base Lr: 4.53e-05
2024-05-19 00:45:08 transreid.train INFO: Epoch[94] Iter[70/486] Loss: 0.118, Acc: 0.995, Base Lr: 4.53e-05
2024-05-19 00:45:10 transreid.train INFO: Epoch[94] Iter[80/486] Loss: 0.116, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:13 transreid.train INFO: Epoch[94] Iter[90/486] Loss: 0.117, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:15 transreid.train INFO: Epoch[94] Iter[100/486] Loss: 0.116, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:18 transreid.train INFO: Epoch[94] Iter[110/486] Loss: 0.114, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:20 transreid.train INFO: Epoch[94] Iter[120/486] Loss: 0.113, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:23 transreid.train INFO: Epoch[94] Iter[130/486] Loss: 0.111, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:25 transreid.train INFO: Epoch[94] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:27 transreid.train INFO: Epoch[94] Iter[150/486] Loss: 0.108, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:30 transreid.train INFO: Epoch[94] Iter[160/486] Loss: 0.107, Acc: 0.996, Base Lr: 4.53e-05
2024-05-19 00:45:32 transreid.train INFO: Epoch[94] Iter[170/486] Loss: 0.105, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:35 transreid.train INFO: Epoch[94] Iter[180/486] Loss: 0.105, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:37 transreid.train INFO: Epoch[94] Iter[190/486] Loss: 0.104, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:40 transreid.train INFO: Epoch[94] Iter[200/486] Loss: 0.102, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:42 transreid.train INFO: Epoch[94] Iter[210/486] Loss: 0.101, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:45 transreid.train INFO: Epoch[94] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:47 transreid.train INFO: Epoch[94] Iter[230/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:50 transreid.train INFO: Epoch[94] Iter[240/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:52 transreid.train INFO: Epoch[94] Iter[250/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:55 transreid.train INFO: Epoch[94] Iter[260/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:45:57 transreid.train INFO: Epoch[94] Iter[270/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:00 transreid.train INFO: Epoch[94] Iter[280/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:02 transreid.train INFO: Epoch[94] Iter[290/486] Loss: 0.091, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:04 transreid.train INFO: Epoch[94] Iter[300/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:07 transreid.train INFO: Epoch[94] Iter[310/486] Loss: 0.088, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:09 transreid.train INFO: Epoch[94] Iter[320/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:12 transreid.train INFO: Epoch[94] Iter[330/486] Loss: 0.086, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:14 transreid.train INFO: Epoch[94] Iter[340/486] Loss: 0.084, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:17 transreid.train INFO: Epoch[94] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:19 transreid.train INFO: Epoch[94] Iter[360/486] Loss: 0.082, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:22 transreid.train INFO: Epoch[94] Iter[370/486] Loss: 0.081, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:24 transreid.train INFO: Epoch[94] Iter[380/486] Loss: 0.080, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:27 transreid.train INFO: Epoch[94] Iter[390/486] Loss: 0.079, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:29 transreid.train INFO: Epoch[94] Iter[400/486] Loss: 0.077, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:32 transreid.train INFO: Epoch[94] Iter[410/486] Loss: 0.076, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:34 transreid.train INFO: Epoch[94] Iter[420/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:37 transreid.train INFO: Epoch[94] Iter[430/486] Loss: 0.074, Acc: 0.997, Base Lr: 4.53e-05
2024-05-19 00:46:39 transreid.train INFO: Epoch[94] Iter[440/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:42 transreid.train INFO: Epoch[94] Iter[450/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:44 transreid.train INFO: Epoch[94] Iter[460/486] Loss: 0.070, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:47 transreid.train INFO: Epoch[94] Iter[470/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.53e-05
2024-05-19 00:46:48 transreid.train INFO: Epoch 94 done. Time per epoch: 121.558[s] Speed: 249.6[samples/s]
2024-05-19 00:46:54 transreid.train INFO: Epoch[95] Iter[10/486] Loss: 0.158, Acc: 0.991, Base Lr: 4.20e-05
2024-05-19 00:46:57 transreid.train INFO: Epoch[95] Iter[20/486] Loss: 0.140, Acc: 0.993, Base Lr: 4.20e-05
2024-05-19 00:46:59 transreid.train INFO: Epoch[95] Iter[30/486] Loss: 0.133, Acc: 0.993, Base Lr: 4.20e-05
2024-05-19 00:47:02 transreid.train INFO: Epoch[95] Iter[40/486] Loss: 0.130, Acc: 0.995, Base Lr: 4.20e-05
2024-05-19 00:47:04 transreid.train INFO: Epoch[95] Iter[50/486] Loss: 0.134, Acc: 0.995, Base Lr: 4.20e-05
2024-05-19 00:47:07 transreid.train INFO: Epoch[95] Iter[60/486] Loss: 0.128, Acc: 0.995, Base Lr: 4.20e-05
2024-05-19 00:47:09 transreid.train INFO: Epoch[95] Iter[70/486] Loss: 0.124, Acc: 0.996, Base Lr: 4.20e-05
2024-05-19 00:47:12 transreid.train INFO: Epoch[95] Iter[80/486] Loss: 0.124, Acc: 0.996, Base Lr: 4.20e-05
2024-05-19 00:47:14 transreid.train INFO: Epoch[95] Iter[90/486] Loss: 0.122, Acc: 0.996, Base Lr: 4.20e-05
2024-05-19 00:47:17 transreid.train INFO: Epoch[95] Iter[100/486] Loss: 0.119, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:19 transreid.train INFO: Epoch[95] Iter[110/486] Loss: 0.118, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:22 transreid.train INFO: Epoch[95] Iter[120/486] Loss: 0.115, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:24 transreid.train INFO: Epoch[95] Iter[130/486] Loss: 0.112, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:27 transreid.train INFO: Epoch[95] Iter[140/486] Loss: 0.110, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:29 transreid.train INFO: Epoch[95] Iter[150/486] Loss: 0.108, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:31 transreid.train INFO: Epoch[95] Iter[160/486] Loss: 0.109, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:34 transreid.train INFO: Epoch[95] Iter[170/486] Loss: 0.108, Acc: 0.996, Base Lr: 4.20e-05
2024-05-19 00:47:36 transreid.train INFO: Epoch[95] Iter[180/486] Loss: 0.107, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:39 transreid.train INFO: Epoch[95] Iter[190/486] Loss: 0.105, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:41 transreid.train INFO: Epoch[95] Iter[200/486] Loss: 0.104, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:44 transreid.train INFO: Epoch[95] Iter[210/486] Loss: 0.102, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:46 transreid.train INFO: Epoch[95] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:49 transreid.train INFO: Epoch[95] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:51 transreid.train INFO: Epoch[95] Iter[240/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:54 transreid.train INFO: Epoch[95] Iter[250/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:56 transreid.train INFO: Epoch[95] Iter[260/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:47:59 transreid.train INFO: Epoch[95] Iter[270/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:01 transreid.train INFO: Epoch[95] Iter[280/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:04 transreid.train INFO: Epoch[95] Iter[290/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:06 transreid.train INFO: Epoch[95] Iter[300/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:08 transreid.train INFO: Epoch[95] Iter[310/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:11 transreid.train INFO: Epoch[95] Iter[320/486] Loss: 0.089, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:13 transreid.train INFO: Epoch[95] Iter[330/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:16 transreid.train INFO: Epoch[95] Iter[340/486] Loss: 0.086, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:18 transreid.train INFO: Epoch[95] Iter[350/486] Loss: 0.085, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:21 transreid.train INFO: Epoch[95] Iter[360/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:23 transreid.train INFO: Epoch[95] Iter[370/486] Loss: 0.082, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:26 transreid.train INFO: Epoch[95] Iter[380/486] Loss: 0.081, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:28 transreid.train INFO: Epoch[95] Iter[390/486] Loss: 0.080, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:31 transreid.train INFO: Epoch[95] Iter[400/486] Loss: 0.079, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:33 transreid.train INFO: Epoch[95] Iter[410/486] Loss: 0.078, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:36 transreid.train INFO: Epoch[95] Iter[420/486] Loss: 0.077, Acc: 0.997, Base Lr: 4.20e-05
2024-05-19 00:48:38 transreid.train INFO: Epoch[95] Iter[430/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:40 transreid.train INFO: Epoch[95] Iter[440/486] Loss: 0.074, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:43 transreid.train INFO: Epoch[95] Iter[450/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:45 transreid.train INFO: Epoch[95] Iter[460/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:48 transreid.train INFO: Epoch[95] Iter[470/486] Loss: 0.071, Acc: 0.998, Base Lr: 4.20e-05
2024-05-19 00:48:49 transreid.train INFO: Epoch 95 done. Time per epoch: 121.328[s] Speed: 250.0[samples/s]
2024-05-19 00:48:56 transreid.train INFO: Epoch[96] Iter[10/486] Loss: 0.142, Acc: 0.991, Base Lr: 3.89e-05
2024-05-19 00:48:58 transreid.train INFO: Epoch[96] Iter[20/486] Loss: 0.140, Acc: 0.994, Base Lr: 3.89e-05
2024-05-19 00:49:01 transreid.train INFO: Epoch[96] Iter[30/486] Loss: 0.141, Acc: 0.993, Base Lr: 3.89e-05
2024-05-19 00:49:03 transreid.train INFO: Epoch[96] Iter[40/486] Loss: 0.132, Acc: 0.995, Base Lr: 3.89e-05
2024-05-19 00:49:06 transreid.train INFO: Epoch[96] Iter[50/486] Loss: 0.127, Acc: 0.995, Base Lr: 3.89e-05
2024-05-19 00:49:08 transreid.train INFO: Epoch[96] Iter[60/486] Loss: 0.123, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:11 transreid.train INFO: Epoch[96] Iter[70/486] Loss: 0.120, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:13 transreid.train INFO: Epoch[96] Iter[80/486] Loss: 0.118, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:16 transreid.train INFO: Epoch[96] Iter[90/486] Loss: 0.120, Acc: 0.995, Base Lr: 3.89e-05
2024-05-19 00:49:18 transreid.train INFO: Epoch[96] Iter[100/486] Loss: 0.118, Acc: 0.995, Base Lr: 3.89e-05
2024-05-19 00:49:21 transreid.train INFO: Epoch[96] Iter[110/486] Loss: 0.115, Acc: 0.995, Base Lr: 3.89e-05
2024-05-19 00:49:23 transreid.train INFO: Epoch[96] Iter[120/486] Loss: 0.114, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:26 transreid.train INFO: Epoch[96] Iter[130/486] Loss: 0.112, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:28 transreid.train INFO: Epoch[96] Iter[140/486] Loss: 0.110, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:31 transreid.train INFO: Epoch[96] Iter[150/486] Loss: 0.108, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:33 transreid.train INFO: Epoch[96] Iter[160/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:35 transreid.train INFO: Epoch[96] Iter[170/486] Loss: 0.106, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:38 transreid.train INFO: Epoch[96] Iter[180/486] Loss: 0.105, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:49:40 transreid.train INFO: Epoch[96] Iter[190/486] Loss: 0.105, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:43 transreid.train INFO: Epoch[96] Iter[200/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:45 transreid.train INFO: Epoch[96] Iter[210/486] Loss: 0.101, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:48 transreid.train INFO: Epoch[96] Iter[220/486] Loss: 0.100, Acc: 0.996, Base Lr: 3.89e-05
2024-05-19 00:49:50 transreid.train INFO: Epoch[96] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:49:53 transreid.train INFO: Epoch[96] Iter[240/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:49:55 transreid.train INFO: Epoch[96] Iter[250/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:49:58 transreid.train INFO: Epoch[96] Iter[260/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:00 transreid.train INFO: Epoch[96] Iter[270/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:03 transreid.train INFO: Epoch[96] Iter[280/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:05 transreid.train INFO: Epoch[96] Iter[290/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:08 transreid.train INFO: Epoch[96] Iter[300/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:10 transreid.train INFO: Epoch[96] Iter[310/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:13 transreid.train INFO: Epoch[96] Iter[320/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:15 transreid.train INFO: Epoch[96] Iter[330/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:18 transreid.train INFO: Epoch[96] Iter[340/486] Loss: 0.084, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:20 transreid.train INFO: Epoch[96] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:22 transreid.train INFO: Epoch[96] Iter[360/486] Loss: 0.082, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:25 transreid.train INFO: Epoch[96] Iter[370/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:27 transreid.train INFO: Epoch[96] Iter[380/486] Loss: 0.079, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:30 transreid.train INFO: Epoch[96] Iter[390/486] Loss: 0.078, Acc: 0.997, Base Lr: 3.89e-05
2024-05-19 00:50:32 transreid.train INFO: Epoch[96] Iter[400/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:35 transreid.train INFO: Epoch[96] Iter[410/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:37 transreid.train INFO: Epoch[96] Iter[420/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:40 transreid.train INFO: Epoch[96] Iter[430/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:42 transreid.train INFO: Epoch[96] Iter[440/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:45 transreid.train INFO: Epoch[96] Iter[450/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:47 transreid.train INFO: Epoch[96] Iter[460/486] Loss: 0.070, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:50 transreid.train INFO: Epoch[96] Iter[470/486] Loss: 0.069, Acc: 0.998, Base Lr: 3.89e-05
2024-05-19 00:50:51 transreid.train INFO: Epoch 96 done. Time per epoch: 121.810[s] Speed: 249.0[samples/s]
2024-05-19 00:50:58 transreid.train INFO: Epoch[97] Iter[10/486] Loss: 0.127, Acc: 0.994, Base Lr: 3.59e-05
2024-05-19 00:51:00 transreid.train INFO: Epoch[97] Iter[20/486] Loss: 0.134, Acc: 0.993, Base Lr: 3.59e-05
2024-05-19 00:51:02 transreid.train INFO: Epoch[97] Iter[30/486] Loss: 0.135, Acc: 0.992, Base Lr: 3.59e-05
2024-05-19 00:51:05 transreid.train INFO: Epoch[97] Iter[40/486] Loss: 0.137, Acc: 0.991, Base Lr: 3.59e-05
2024-05-19 00:51:07 transreid.train INFO: Epoch[97] Iter[50/486] Loss: 0.131, Acc: 0.993, Base Lr: 3.59e-05
2024-05-19 00:51:10 transreid.train INFO: Epoch[97] Iter[60/486] Loss: 0.128, Acc: 0.993, Base Lr: 3.59e-05
2024-05-19 00:51:12 transreid.train INFO: Epoch[97] Iter[70/486] Loss: 0.129, Acc: 0.993, Base Lr: 3.59e-05
2024-05-19 00:51:15 transreid.train INFO: Epoch[97] Iter[80/486] Loss: 0.127, Acc: 0.994, Base Lr: 3.59e-05
2024-05-19 00:51:17 transreid.train INFO: Epoch[97] Iter[90/486] Loss: 0.124, Acc: 0.994, Base Lr: 3.59e-05
2024-05-19 00:51:20 transreid.train INFO: Epoch[97] Iter[100/486] Loss: 0.122, Acc: 0.994, Base Lr: 3.59e-05
2024-05-19 00:51:22 transreid.train INFO: Epoch[97] Iter[110/486] Loss: 0.119, Acc: 0.995, Base Lr: 3.59e-05
2024-05-19 00:51:25 transreid.train INFO: Epoch[97] Iter[120/486] Loss: 0.117, Acc: 0.995, Base Lr: 3.59e-05
2024-05-19 00:51:27 transreid.train INFO: Epoch[97] Iter[130/486] Loss: 0.114, Acc: 0.995, Base Lr: 3.59e-05
2024-05-19 00:51:30 transreid.train INFO: Epoch[97] Iter[140/486] Loss: 0.112, Acc: 0.996, Base Lr: 3.59e-05
2024-05-19 00:51:32 transreid.train INFO: Epoch[97] Iter[150/486] Loss: 0.109, Acc: 0.996, Base Lr: 3.59e-05
2024-05-19 00:51:35 transreid.train INFO: Epoch[97] Iter[160/486] Loss: 0.108, Acc: 0.996, Base Lr: 3.59e-05
2024-05-19 00:51:37 transreid.train INFO: Epoch[97] Iter[170/486] Loss: 0.106, Acc: 0.996, Base Lr: 3.59e-05
2024-05-19 00:51:40 transreid.train INFO: Epoch[97] Iter[180/486] Loss: 0.105, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:42 transreid.train INFO: Epoch[97] Iter[190/486] Loss: 0.103, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:45 transreid.train INFO: Epoch[97] Iter[200/486] Loss: 0.101, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:47 transreid.train INFO: Epoch[97] Iter[210/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:49 transreid.train INFO: Epoch[97] Iter[220/486] Loss: 0.100, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:52 transreid.train INFO: Epoch[97] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:54 transreid.train INFO: Epoch[97] Iter[240/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:57 transreid.train INFO: Epoch[97] Iter[250/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:51:59 transreid.train INFO: Epoch[97] Iter[260/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:02 transreid.train INFO: Epoch[97] Iter[270/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:04 transreid.train INFO: Epoch[97] Iter[280/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:07 transreid.train INFO: Epoch[97] Iter[290/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:09 transreid.train INFO: Epoch[97] Iter[300/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:12 transreid.train INFO: Epoch[97] Iter[310/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:14 transreid.train INFO: Epoch[97] Iter[320/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:17 transreid.train INFO: Epoch[97] Iter[330/486] Loss: 0.086, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:19 transreid.train INFO: Epoch[97] Iter[340/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:22 transreid.train INFO: Epoch[97] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:24 transreid.train INFO: Epoch[97] Iter[360/486] Loss: 0.082, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:26 transreid.train INFO: Epoch[97] Iter[370/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:29 transreid.train INFO: Epoch[97] Iter[380/486] Loss: 0.080, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:31 transreid.train INFO: Epoch[97] Iter[390/486] Loss: 0.079, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:34 transreid.train INFO: Epoch[97] Iter[400/486] Loss: 0.078, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:36 transreid.train INFO: Epoch[97] Iter[410/486] Loss: 0.077, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:39 transreid.train INFO: Epoch[97] Iter[420/486] Loss: 0.076, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:41 transreid.train INFO: Epoch[97] Iter[430/486] Loss: 0.075, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:44 transreid.train INFO: Epoch[97] Iter[440/486] Loss: 0.074, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:46 transreid.train INFO: Epoch[97] Iter[450/486] Loss: 0.073, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:49 transreid.train INFO: Epoch[97] Iter[460/486] Loss: 0.071, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:51 transreid.train INFO: Epoch[97] Iter[470/486] Loss: 0.070, Acc: 0.997, Base Lr: 3.59e-05
2024-05-19 00:52:52 transreid.train INFO: Epoch 97 done. Time per epoch: 121.071[s] Speed: 249.5[samples/s]
2024-05-19 00:52:59 transreid.train INFO: Epoch[98] Iter[10/486] Loss: 0.141, Acc: 0.984, Base Lr: 3.30e-05
2024-05-19 00:53:01 transreid.train INFO: Epoch[98] Iter[20/486] Loss: 0.132, Acc: 0.991, Base Lr: 3.30e-05
2024-05-19 00:53:04 transreid.train INFO: Epoch[98] Iter[30/486] Loss: 0.128, Acc: 0.993, Base Lr: 3.30e-05
2024-05-19 00:53:06 transreid.train INFO: Epoch[98] Iter[40/486] Loss: 0.132, Acc: 0.993, Base Lr: 3.30e-05
2024-05-19 00:53:09 transreid.train INFO: Epoch[98] Iter[50/486] Loss: 0.127, Acc: 0.993, Base Lr: 3.30e-05
2024-05-19 00:53:11 transreid.train INFO: Epoch[98] Iter[60/486] Loss: 0.124, Acc: 0.993, Base Lr: 3.30e-05
2024-05-19 00:53:13 transreid.train INFO: Epoch[98] Iter[70/486] Loss: 0.120, Acc: 0.994, Base Lr: 3.30e-05
2024-05-19 00:53:16 transreid.train INFO: Epoch[98] Iter[80/486] Loss: 0.119, Acc: 0.994, Base Lr: 3.30e-05
2024-05-19 00:53:18 transreid.train INFO: Epoch[98] Iter[90/486] Loss: 0.116, Acc: 0.994, Base Lr: 3.30e-05
2024-05-19 00:53:21 transreid.train INFO: Epoch[98] Iter[100/486] Loss: 0.114, Acc: 0.995, Base Lr: 3.30e-05
2024-05-19 00:53:23 transreid.train INFO: Epoch[98] Iter[110/486] Loss: 0.113, Acc: 0.995, Base Lr: 3.30e-05
2024-05-19 00:53:26 transreid.train INFO: Epoch[98] Iter[120/486] Loss: 0.111, Acc: 0.995, Base Lr: 3.30e-05
2024-05-19 00:53:28 transreid.train INFO: Epoch[98] Iter[130/486] Loss: 0.109, Acc: 0.995, Base Lr: 3.30e-05
2024-05-19 00:53:31 transreid.train INFO: Epoch[98] Iter[140/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:33 transreid.train INFO: Epoch[98] Iter[150/486] Loss: 0.105, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:36 transreid.train INFO: Epoch[98] Iter[160/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:38 transreid.train INFO: Epoch[98] Iter[170/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:41 transreid.train INFO: Epoch[98] Iter[180/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:43 transreid.train INFO: Epoch[98] Iter[190/486] Loss: 0.102, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:45 transreid.train INFO: Epoch[98] Iter[200/486] Loss: 0.101, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:48 transreid.train INFO: Epoch[98] Iter[210/486] Loss: 0.099, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:50 transreid.train INFO: Epoch[98] Iter[220/486] Loss: 0.098, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:53 transreid.train INFO: Epoch[98] Iter[230/486] Loss: 0.097, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:55 transreid.train INFO: Epoch[98] Iter[240/486] Loss: 0.095, Acc: 0.996, Base Lr: 3.30e-05
2024-05-19 00:53:58 transreid.train INFO: Epoch[98] Iter[250/486] Loss: 0.094, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:00 transreid.train INFO: Epoch[98] Iter[260/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:03 transreid.train INFO: Epoch[98] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:05 transreid.train INFO: Epoch[98] Iter[280/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:08 transreid.train INFO: Epoch[98] Iter[290/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:10 transreid.train INFO: Epoch[98] Iter[300/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:13 transreid.train INFO: Epoch[98] Iter[310/486] Loss: 0.087, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:15 transreid.train INFO: Epoch[98] Iter[320/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:17 transreid.train INFO: Epoch[98] Iter[330/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:20 transreid.train INFO: Epoch[98] Iter[340/486] Loss: 0.084, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:22 transreid.train INFO: Epoch[98] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:25 transreid.train INFO: Epoch[98] Iter[360/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:27 transreid.train INFO: Epoch[98] Iter[370/486] Loss: 0.080, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:30 transreid.train INFO: Epoch[98] Iter[380/486] Loss: 0.079, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:32 transreid.train INFO: Epoch[98] Iter[390/486] Loss: 0.078, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:35 transreid.train INFO: Epoch[98] Iter[400/486] Loss: 0.077, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:37 transreid.train INFO: Epoch[98] Iter[410/486] Loss: 0.075, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:40 transreid.train INFO: Epoch[98] Iter[420/486] Loss: 0.074, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:42 transreid.train INFO: Epoch[98] Iter[430/486] Loss: 0.073, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:45 transreid.train INFO: Epoch[98] Iter[440/486] Loss: 0.072, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:47 transreid.train INFO: Epoch[98] Iter[450/486] Loss: 0.071, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:50 transreid.train INFO: Epoch[98] Iter[460/486] Loss: 0.070, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:52 transreid.train INFO: Epoch[98] Iter[470/486] Loss: 0.068, Acc: 0.997, Base Lr: 3.30e-05
2024-05-19 00:54:53 transreid.train INFO: Epoch 98 done. Time per epoch: 120.304[s] Speed: 250.0[samples/s]
2024-05-19 00:54:59 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.105, Acc: 1.000, Base Lr: 3.02e-05
2024-05-19 00:55:02 transreid.train INFO: Epoch[99] Iter[20/486] Loss: 0.110, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:04 transreid.train INFO: Epoch[99] Iter[30/486] Loss: 0.106, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:55:07 transreid.train INFO: Epoch[99] Iter[40/486] Loss: 0.103, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:55:09 transreid.train INFO: Epoch[99] Iter[50/486] Loss: 0.105, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:55:12 transreid.train INFO: Epoch[99] Iter[60/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:14 transreid.train INFO: Epoch[99] Iter[70/486] Loss: 0.111, Acc: 0.995, Base Lr: 3.02e-05
2024-05-19 00:55:17 transreid.train INFO: Epoch[99] Iter[80/486] Loss: 0.111, Acc: 0.995, Base Lr: 3.02e-05
2024-05-19 00:55:19 transreid.train INFO: Epoch[99] Iter[90/486] Loss: 0.109, Acc: 0.995, Base Lr: 3.02e-05
2024-05-19 00:55:22 transreid.train INFO: Epoch[99] Iter[100/486] Loss: 0.109, Acc: 0.995, Base Lr: 3.02e-05
2024-05-19 00:55:24 transreid.train INFO: Epoch[99] Iter[110/486] Loss: 0.109, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:27 transreid.train INFO: Epoch[99] Iter[120/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:29 transreid.train INFO: Epoch[99] Iter[130/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:31 transreid.train INFO: Epoch[99] Iter[140/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:34 transreid.train INFO: Epoch[99] Iter[150/486] Loss: 0.103, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:36 transreid.train INFO: Epoch[99] Iter[160/486] Loss: 0.102, Acc: 0.996, Base Lr: 3.02e-05
2024-05-19 00:55:39 transreid.train INFO: Epoch[99] Iter[170/486] Loss: 0.100, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:41 transreid.train INFO: Epoch[99] Iter[180/486] Loss: 0.099, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:44 transreid.train INFO: Epoch[99] Iter[190/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:46 transreid.train INFO: Epoch[99] Iter[200/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:49 transreid.train INFO: Epoch[99] Iter[210/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:51 transreid.train INFO: Epoch[99] Iter[220/486] Loss: 0.095, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:54 transreid.train INFO: Epoch[99] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:56 transreid.train INFO: Epoch[99] Iter[240/486] Loss: 0.093, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:55:59 transreid.train INFO: Epoch[99] Iter[250/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:01 transreid.train INFO: Epoch[99] Iter[260/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:03 transreid.train INFO: Epoch[99] Iter[270/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:06 transreid.train INFO: Epoch[99] Iter[280/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:08 transreid.train INFO: Epoch[99] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:11 transreid.train INFO: Epoch[99] Iter[300/486] Loss: 0.086, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:13 transreid.train INFO: Epoch[99] Iter[310/486] Loss: 0.085, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:16 transreid.train INFO: Epoch[99] Iter[320/486] Loss: 0.084, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:56:18 transreid.train INFO: Epoch[99] Iter[330/486] Loss: 0.083, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:21 transreid.train INFO: Epoch[99] Iter[340/486] Loss: 0.082, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:23 transreid.train INFO: Epoch[99] Iter[350/486] Loss: 0.081, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:26 transreid.train INFO: Epoch[99] Iter[360/486] Loss: 0.080, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:28 transreid.train INFO: Epoch[99] Iter[370/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:56:31 transreid.train INFO: Epoch[99] Iter[380/486] Loss: 0.077, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:56:33 transreid.train INFO: Epoch[99] Iter[390/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.02e-05
2024-05-19 00:56:36 transreid.train INFO: Epoch[99] Iter[400/486] Loss: 0.075, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:38 transreid.train INFO: Epoch[99] Iter[410/486] Loss: 0.074, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:41 transreid.train INFO: Epoch[99] Iter[420/486] Loss: 0.073, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:43 transreid.train INFO: Epoch[99] Iter[430/486] Loss: 0.072, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:46 transreid.train INFO: Epoch[99] Iter[440/486] Loss: 0.071, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:48 transreid.train INFO: Epoch[99] Iter[450/486] Loss: 0.070, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:51 transreid.train INFO: Epoch[99] Iter[460/486] Loss: 0.068, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:53 transreid.train INFO: Epoch[99] Iter[470/486] Loss: 0.067, Acc: 0.997, Base Lr: 3.02e-05
2024-05-19 00:56:55 transreid.train INFO: Epoch 99 done. Time per epoch: 122.016[s] Speed: 248.6[samples/s]
2024-05-19 00:57:01 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.137, Acc: 0.986, Base Lr: 2.75e-05
2024-05-19 00:57:03 transreid.train INFO: Epoch[100] Iter[20/486] Loss: 0.132, Acc: 0.990, Base Lr: 2.75e-05
2024-05-19 00:57:06 transreid.train INFO: Epoch[100] Iter[30/486] Loss: 0.142, Acc: 0.990, Base Lr: 2.75e-05
2024-05-19 00:57:08 transreid.train INFO: Epoch[100] Iter[40/486] Loss: 0.137, Acc: 0.990, Base Lr: 2.75e-05
2024-05-19 00:57:11 transreid.train INFO: Epoch[100] Iter[50/486] Loss: 0.131, Acc: 0.992, Base Lr: 2.75e-05
2024-05-19 00:57:13 transreid.train INFO: Epoch[100] Iter[60/486] Loss: 0.125, Acc: 0.993, Base Lr: 2.75e-05
2024-05-19 00:57:16 transreid.train INFO: Epoch[100] Iter[70/486] Loss: 0.122, Acc: 0.994, Base Lr: 2.75e-05
2024-05-19 00:57:18 transreid.train INFO: Epoch[100] Iter[80/486] Loss: 0.122, Acc: 0.994, Base Lr: 2.75e-05
2024-05-19 00:57:21 transreid.train INFO: Epoch[100] Iter[90/486] Loss: 0.118, Acc: 0.994, Base Lr: 2.75e-05
2024-05-19 00:57:23 transreid.train INFO: Epoch[100] Iter[100/486] Loss: 0.116, Acc: 0.995, Base Lr: 2.75e-05
2024-05-19 00:57:26 transreid.train INFO: Epoch[100] Iter[110/486] Loss: 0.114, Acc: 0.995, Base Lr: 2.75e-05
2024-05-19 00:57:28 transreid.train INFO: Epoch[100] Iter[120/486] Loss: 0.113, Acc: 0.995, Base Lr: 2.75e-05
2024-05-19 00:57:31 transreid.train INFO: Epoch[100] Iter[130/486] Loss: 0.112, Acc: 0.995, Base Lr: 2.75e-05
2024-05-19 00:57:33 transreid.train INFO: Epoch[100] Iter[140/486] Loss: 0.110, Acc: 0.995, Base Lr: 2.75e-05
2024-05-19 00:57:36 transreid.train INFO: Epoch[100] Iter[150/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:38 transreid.train INFO: Epoch[100] Iter[160/486] Loss: 0.106, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:41 transreid.train INFO: Epoch[100] Iter[170/486] Loss: 0.105, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:43 transreid.train INFO: Epoch[100] Iter[180/486] Loss: 0.103, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:46 transreid.train INFO: Epoch[100] Iter[190/486] Loss: 0.102, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:48 transreid.train INFO: Epoch[100] Iter[200/486] Loss: 0.100, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:51 transreid.train INFO: Epoch[100] Iter[210/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:57:53 transreid.train INFO: Epoch[100] Iter[220/486] Loss: 0.098, Acc: 0.996, Base Lr: 2.75e-05
2024-05-19 00:57:56 transreid.train INFO: Epoch[100] Iter[230/486] Loss: 0.096, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:57:58 transreid.train INFO: Epoch[100] Iter[240/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:01 transreid.train INFO: Epoch[100] Iter[250/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:03 transreid.train INFO: Epoch[100] Iter[260/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:06 transreid.train INFO: Epoch[100] Iter[270/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:08 transreid.train INFO: Epoch[100] Iter[280/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:11 transreid.train INFO: Epoch[100] Iter[290/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:13 transreid.train INFO: Epoch[100] Iter[300/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:15 transreid.train INFO: Epoch[100] Iter[310/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:18 transreid.train INFO: Epoch[100] Iter[320/486] Loss: 0.086, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:20 transreid.train INFO: Epoch[100] Iter[330/486] Loss: 0.085, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:23 transreid.train INFO: Epoch[100] Iter[340/486] Loss: 0.083, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:25 transreid.train INFO: Epoch[100] Iter[350/486] Loss: 0.082, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:28 transreid.train INFO: Epoch[100] Iter[360/486] Loss: 0.081, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:30 transreid.train INFO: Epoch[100] Iter[370/486] Loss: 0.080, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:33 transreid.train INFO: Epoch[100] Iter[380/486] Loss: 0.079, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:35 transreid.train INFO: Epoch[100] Iter[390/486] Loss: 0.078, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:38 transreid.train INFO: Epoch[100] Iter[400/486] Loss: 0.076, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:40 transreid.train INFO: Epoch[100] Iter[410/486] Loss: 0.075, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:43 transreid.train INFO: Epoch[100] Iter[420/486] Loss: 0.073, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:45 transreid.train INFO: Epoch[100] Iter[430/486] Loss: 0.072, Acc: 0.997, Base Lr: 2.75e-05
2024-05-19 00:58:48 transreid.train INFO: Epoch[100] Iter[440/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.75e-05
2024-05-19 00:58:50 transreid.train INFO: Epoch[100] Iter[450/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.75e-05
2024-05-19 00:58:53 transreid.train INFO: Epoch[100] Iter[460/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.75e-05
2024-05-19 00:58:55 transreid.train INFO: Epoch[100] Iter[470/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.75e-05
2024-05-19 00:58:57 transreid.train INFO: Epoch 100 done. Time per epoch: 122.160[s] Speed: 248.3[samples/s]
2024-05-19 01:04:46 transreid.train INFO: Validation Results - Epoch: 100
2024-05-19 01:04:46 transreid.train INFO: mAP: 70.8%
2024-05-19 01:04:46 transreid.train INFO: CMC curve, Rank-1  :87.2%
2024-05-19 01:04:46 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-05-19 01:04:46 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-05-19 01:04:54 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.119, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:04:56 transreid.train INFO: Epoch[101] Iter[20/486] Loss: 0.124, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:04:58 transreid.train INFO: Epoch[101] Iter[30/486] Loss: 0.119, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:01 transreid.train INFO: Epoch[101] Iter[40/486] Loss: 0.126, Acc: 0.995, Base Lr: 2.50e-05
2024-05-19 01:05:03 transreid.train INFO: Epoch[101] Iter[50/486] Loss: 0.121, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:06 transreid.train INFO: Epoch[101] Iter[60/486] Loss: 0.120, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:08 transreid.train INFO: Epoch[101] Iter[70/486] Loss: 0.117, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:11 transreid.train INFO: Epoch[101] Iter[80/486] Loss: 0.115, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:13 transreid.train INFO: Epoch[101] Iter[90/486] Loss: 0.113, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:16 transreid.train INFO: Epoch[101] Iter[100/486] Loss: 0.116, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:18 transreid.train INFO: Epoch[101] Iter[110/486] Loss: 0.114, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:21 transreid.train INFO: Epoch[101] Iter[120/486] Loss: 0.112, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:23 transreid.train INFO: Epoch[101] Iter[130/486] Loss: 0.110, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:25 transreid.train INFO: Epoch[101] Iter[140/486] Loss: 0.108, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:28 transreid.train INFO: Epoch[101] Iter[150/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:30 transreid.train INFO: Epoch[101] Iter[160/486] Loss: 0.106, Acc: 0.996, Base Lr: 2.50e-05
2024-05-19 01:05:33 transreid.train INFO: Epoch[101] Iter[170/486] Loss: 0.105, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:35 transreid.train INFO: Epoch[101] Iter[180/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:38 transreid.train INFO: Epoch[101] Iter[190/486] Loss: 0.102, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:40 transreid.train INFO: Epoch[101] Iter[200/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:43 transreid.train INFO: Epoch[101] Iter[210/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:45 transreid.train INFO: Epoch[101] Iter[220/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:48 transreid.train INFO: Epoch[101] Iter[230/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:50 transreid.train INFO: Epoch[101] Iter[240/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:53 transreid.train INFO: Epoch[101] Iter[250/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:55 transreid.train INFO: Epoch[101] Iter[260/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:05:58 transreid.train INFO: Epoch[101] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:06:00 transreid.train INFO: Epoch[101] Iter[280/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:06:03 transreid.train INFO: Epoch[101] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:06:05 transreid.train INFO: Epoch[101] Iter[300/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:06:08 transreid.train INFO: Epoch[101] Iter[310/486] Loss: 0.086, Acc: 0.997, Base Lr: 2.50e-05
2024-05-19 01:06:10 transreid.train INFO: Epoch[101] Iter[320/486] Loss: 0.084, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:12 transreid.train INFO: Epoch[101] Iter[330/486] Loss: 0.083, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:15 transreid.train INFO: Epoch[101] Iter[340/486] Loss: 0.082, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:17 transreid.train INFO: Epoch[101] Iter[350/486] Loss: 0.080, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:20 transreid.train INFO: Epoch[101] Iter[360/486] Loss: 0.079, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:22 transreid.train INFO: Epoch[101] Iter[370/486] Loss: 0.078, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:25 transreid.train INFO: Epoch[101] Iter[380/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:27 transreid.train INFO: Epoch[101] Iter[390/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:30 transreid.train INFO: Epoch[101] Iter[400/486] Loss: 0.075, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:32 transreid.train INFO: Epoch[101] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:35 transreid.train INFO: Epoch[101] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:37 transreid.train INFO: Epoch[101] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:40 transreid.train INFO: Epoch[101] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:42 transreid.train INFO: Epoch[101] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:45 transreid.train INFO: Epoch[101] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:47 transreid.train INFO: Epoch[101] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.50e-05
2024-05-19 01:06:49 transreid.train INFO: Epoch 101 done. Time per epoch: 122.684[s] Speed: 248.3[samples/s]
2024-05-19 01:06:56 transreid.train INFO: Epoch[102] Iter[10/486] Loss: 0.108, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:06:58 transreid.train INFO: Epoch[102] Iter[20/486] Loss: 0.105, Acc: 0.999, Base Lr: 2.26e-05
2024-05-19 01:07:01 transreid.train INFO: Epoch[102] Iter[30/486] Loss: 0.116, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:03 transreid.train INFO: Epoch[102] Iter[40/486] Loss: 0.115, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:06 transreid.train INFO: Epoch[102] Iter[50/486] Loss: 0.114, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:08 transreid.train INFO: Epoch[102] Iter[60/486] Loss: 0.115, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:11 transreid.train INFO: Epoch[102] Iter[70/486] Loss: 0.114, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:13 transreid.train INFO: Epoch[102] Iter[80/486] Loss: 0.112, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:16 transreid.train INFO: Epoch[102] Iter[90/486] Loss: 0.112, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:18 transreid.train INFO: Epoch[102] Iter[100/486] Loss: 0.113, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:21 transreid.train INFO: Epoch[102] Iter[110/486] Loss: 0.110, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:23 transreid.train INFO: Epoch[102] Iter[120/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:25 transreid.train INFO: Epoch[102] Iter[130/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.26e-05
2024-05-19 01:07:28 transreid.train INFO: Epoch[102] Iter[140/486] Loss: 0.106, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:30 transreid.train INFO: Epoch[102] Iter[150/486] Loss: 0.105, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:33 transreid.train INFO: Epoch[102] Iter[160/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:35 transreid.train INFO: Epoch[102] Iter[170/486] Loss: 0.101, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:38 transreid.train INFO: Epoch[102] Iter[180/486] Loss: 0.101, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:40 transreid.train INFO: Epoch[102] Iter[190/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:43 transreid.train INFO: Epoch[102] Iter[200/486] Loss: 0.099, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:45 transreid.train INFO: Epoch[102] Iter[210/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:48 transreid.train INFO: Epoch[102] Iter[220/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:50 transreid.train INFO: Epoch[102] Iter[230/486] Loss: 0.096, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:53 transreid.train INFO: Epoch[102] Iter[240/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:55 transreid.train INFO: Epoch[102] Iter[250/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:07:58 transreid.train INFO: Epoch[102] Iter[260/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:00 transreid.train INFO: Epoch[102] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:03 transreid.train INFO: Epoch[102] Iter[280/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:05 transreid.train INFO: Epoch[102] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:07 transreid.train INFO: Epoch[102] Iter[300/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:10 transreid.train INFO: Epoch[102] Iter[310/486] Loss: 0.086, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:12 transreid.train INFO: Epoch[102] Iter[320/486] Loss: 0.085, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:15 transreid.train INFO: Epoch[102] Iter[330/486] Loss: 0.084, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:17 transreid.train INFO: Epoch[102] Iter[340/486] Loss: 0.082, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:20 transreid.train INFO: Epoch[102] Iter[350/486] Loss: 0.081, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:22 transreid.train INFO: Epoch[102] Iter[360/486] Loss: 0.080, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:25 transreid.train INFO: Epoch[102] Iter[370/486] Loss: 0.079, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:27 transreid.train INFO: Epoch[102] Iter[380/486] Loss: 0.078, Acc: 0.997, Base Lr: 2.26e-05
2024-05-19 01:08:30 transreid.train INFO: Epoch[102] Iter[390/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:32 transreid.train INFO: Epoch[102] Iter[400/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:35 transreid.train INFO: Epoch[102] Iter[410/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:37 transreid.train INFO: Epoch[102] Iter[420/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:40 transreid.train INFO: Epoch[102] Iter[430/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:42 transreid.train INFO: Epoch[102] Iter[440/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:44 transreid.train INFO: Epoch[102] Iter[450/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:47 transreid.train INFO: Epoch[102] Iter[460/486] Loss: 0.069, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:49 transreid.train INFO: Epoch[102] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 2.26e-05
2024-05-19 01:08:51 transreid.train INFO: Epoch 102 done. Time per epoch: 121.393[s] Speed: 248.8[samples/s]
2024-05-19 01:08:57 transreid.train INFO: Epoch[103] Iter[10/486] Loss: 0.113, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:00 transreid.train INFO: Epoch[103] Iter[20/486] Loss: 0.138, Acc: 0.993, Base Lr: 2.02e-05
2024-05-19 01:09:02 transreid.train INFO: Epoch[103] Iter[30/486] Loss: 0.133, Acc: 0.994, Base Lr: 2.02e-05
2024-05-19 01:09:05 transreid.train INFO: Epoch[103] Iter[40/486] Loss: 0.124, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:07 transreid.train INFO: Epoch[103] Iter[50/486] Loss: 0.122, Acc: 0.994, Base Lr: 2.02e-05
2024-05-19 01:09:10 transreid.train INFO: Epoch[103] Iter[60/486] Loss: 0.118, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:12 transreid.train INFO: Epoch[103] Iter[70/486] Loss: 0.116, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:15 transreid.train INFO: Epoch[103] Iter[80/486] Loss: 0.116, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:17 transreid.train INFO: Epoch[103] Iter[90/486] Loss: 0.113, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:20 transreid.train INFO: Epoch[103] Iter[100/486] Loss: 0.111, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:22 transreid.train INFO: Epoch[103] Iter[110/486] Loss: 0.110, Acc: 0.995, Base Lr: 2.02e-05
2024-05-19 01:09:25 transreid.train INFO: Epoch[103] Iter[120/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:27 transreid.train INFO: Epoch[103] Iter[130/486] Loss: 0.106, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:29 transreid.train INFO: Epoch[103] Iter[140/486] Loss: 0.104, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:32 transreid.train INFO: Epoch[103] Iter[150/486] Loss: 0.102, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:34 transreid.train INFO: Epoch[103] Iter[160/486] Loss: 0.101, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:37 transreid.train INFO: Epoch[103] Iter[170/486] Loss: 0.101, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:39 transreid.train INFO: Epoch[103] Iter[180/486] Loss: 0.099, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:42 transreid.train INFO: Epoch[103] Iter[190/486] Loss: 0.097, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:44 transreid.train INFO: Epoch[103] Iter[200/486] Loss: 0.096, Acc: 0.996, Base Lr: 2.02e-05
2024-05-19 01:09:47 transreid.train INFO: Epoch[103] Iter[210/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:49 transreid.train INFO: Epoch[103] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:52 transreid.train INFO: Epoch[103] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:54 transreid.train INFO: Epoch[103] Iter[240/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:57 transreid.train INFO: Epoch[103] Iter[250/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:09:59 transreid.train INFO: Epoch[103] Iter[260/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:02 transreid.train INFO: Epoch[103] Iter[270/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:04 transreid.train INFO: Epoch[103] Iter[280/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:07 transreid.train INFO: Epoch[103] Iter[290/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:09 transreid.train INFO: Epoch[103] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:12 transreid.train INFO: Epoch[103] Iter[310/486] Loss: 0.084, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:14 transreid.train INFO: Epoch[103] Iter[320/486] Loss: 0.083, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:17 transreid.train INFO: Epoch[103] Iter[330/486] Loss: 0.082, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:19 transreid.train INFO: Epoch[103] Iter[340/486] Loss: 0.081, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:22 transreid.train INFO: Epoch[103] Iter[350/486] Loss: 0.079, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:24 transreid.train INFO: Epoch[103] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:27 transreid.train INFO: Epoch[103] Iter[370/486] Loss: 0.077, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:29 transreid.train INFO: Epoch[103] Iter[380/486] Loss: 0.076, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:31 transreid.train INFO: Epoch[103] Iter[390/486] Loss: 0.075, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:34 transreid.train INFO: Epoch[103] Iter[400/486] Loss: 0.074, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:36 transreid.train INFO: Epoch[103] Iter[410/486] Loss: 0.073, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:39 transreid.train INFO: Epoch[103] Iter[420/486] Loss: 0.072, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:41 transreid.train INFO: Epoch[103] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:44 transreid.train INFO: Epoch[103] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:46 transreid.train INFO: Epoch[103] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.02e-05
2024-05-19 01:10:49 transreid.train INFO: Epoch[103] Iter[460/486] Loss: 0.067, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:51 transreid.train INFO: Epoch[103] Iter[470/486] Loss: 0.066, Acc: 0.997, Base Lr: 2.02e-05
2024-05-19 01:10:53 transreid.train INFO: Epoch 103 done. Time per epoch: 122.446[s] Speed: 247.8[samples/s]
2024-05-19 01:11:00 transreid.train INFO: Epoch[104] Iter[10/486] Loss: 0.151, Acc: 0.988, Base Lr: 1.81e-05
2024-05-19 01:11:02 transreid.train INFO: Epoch[104] Iter[20/486] Loss: 0.155, Acc: 0.987, Base Lr: 1.81e-05
2024-05-19 01:11:05 transreid.train INFO: Epoch[104] Iter[30/486] Loss: 0.141, Acc: 0.990, Base Lr: 1.81e-05
2024-05-19 01:11:07 transreid.train INFO: Epoch[104] Iter[40/486] Loss: 0.134, Acc: 0.992, Base Lr: 1.81e-05
2024-05-19 01:11:10 transreid.train INFO: Epoch[104] Iter[50/486] Loss: 0.140, Acc: 0.993, Base Lr: 1.81e-05
2024-05-19 01:11:12 transreid.train INFO: Epoch[104] Iter[60/486] Loss: 0.134, Acc: 0.994, Base Lr: 1.81e-05
2024-05-19 01:11:15 transreid.train INFO: Epoch[104] Iter[70/486] Loss: 0.129, Acc: 0.995, Base Lr: 1.81e-05
2024-05-19 01:11:17 transreid.train INFO: Epoch[104] Iter[80/486] Loss: 0.126, Acc: 0.995, Base Lr: 1.81e-05
2024-05-19 01:11:20 transreid.train INFO: Epoch[104] Iter[90/486] Loss: 0.122, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:22 transreid.train INFO: Epoch[104] Iter[100/486] Loss: 0.120, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:25 transreid.train INFO: Epoch[104] Iter[110/486] Loss: 0.117, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:27 transreid.train INFO: Epoch[104] Iter[120/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:30 transreid.train INFO: Epoch[104] Iter[130/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:32 transreid.train INFO: Epoch[104] Iter[140/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:35 transreid.train INFO: Epoch[104] Iter[150/486] Loss: 0.109, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:37 transreid.train INFO: Epoch[104] Iter[160/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:39 transreid.train INFO: Epoch[104] Iter[170/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:42 transreid.train INFO: Epoch[104] Iter[180/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:44 transreid.train INFO: Epoch[104] Iter[190/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.81e-05
2024-05-19 01:11:47 transreid.train INFO: Epoch[104] Iter[200/486] Loss: 0.103, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:49 transreid.train INFO: Epoch[104] Iter[210/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:52 transreid.train INFO: Epoch[104] Iter[220/486] Loss: 0.101, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:54 transreid.train INFO: Epoch[104] Iter[230/486] Loss: 0.099, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:57 transreid.train INFO: Epoch[104] Iter[240/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:11:59 transreid.train INFO: Epoch[104] Iter[250/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:02 transreid.train INFO: Epoch[104] Iter[260/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:04 transreid.train INFO: Epoch[104] Iter[270/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:07 transreid.train INFO: Epoch[104] Iter[280/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:09 transreid.train INFO: Epoch[104] Iter[290/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:12 transreid.train INFO: Epoch[104] Iter[300/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:14 transreid.train INFO: Epoch[104] Iter[310/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:17 transreid.train INFO: Epoch[104] Iter[320/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:19 transreid.train INFO: Epoch[104] Iter[330/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:21 transreid.train INFO: Epoch[104] Iter[340/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:24 transreid.train INFO: Epoch[104] Iter[350/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:26 transreid.train INFO: Epoch[104] Iter[360/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:29 transreid.train INFO: Epoch[104] Iter[370/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:31 transreid.train INFO: Epoch[104] Iter[380/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:34 transreid.train INFO: Epoch[104] Iter[390/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:36 transreid.train INFO: Epoch[104] Iter[400/486] Loss: 0.076, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:39 transreid.train INFO: Epoch[104] Iter[410/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:41 transreid.train INFO: Epoch[104] Iter[420/486] Loss: 0.074, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:44 transreid.train INFO: Epoch[104] Iter[430/486] Loss: 0.073, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:46 transreid.train INFO: Epoch[104] Iter[440/486] Loss: 0.072, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:49 transreid.train INFO: Epoch[104] Iter[450/486] Loss: 0.071, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:51 transreid.train INFO: Epoch[104] Iter[460/486] Loss: 0.070, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:54 transreid.train INFO: Epoch[104] Iter[470/486] Loss: 0.069, Acc: 0.997, Base Lr: 1.81e-05
2024-05-19 01:12:55 transreid.train INFO: Epoch 104 done. Time per epoch: 121.868[s] Speed: 247.9[samples/s]
2024-05-19 01:13:03 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.60e-05
2024-05-19 01:13:05 transreid.train INFO: Epoch[105] Iter[20/486] Loss: 0.125, Acc: 0.995, Base Lr: 1.60e-05
2024-05-19 01:13:08 transreid.train INFO: Epoch[105] Iter[30/486] Loss: 0.123, Acc: 0.994, Base Lr: 1.60e-05
2024-05-19 01:13:10 transreid.train INFO: Epoch[105] Iter[40/486] Loss: 0.120, Acc: 0.994, Base Lr: 1.60e-05
2024-05-19 01:13:13 transreid.train INFO: Epoch[105] Iter[50/486] Loss: 0.122, Acc: 0.993, Base Lr: 1.60e-05
2024-05-19 01:13:15 transreid.train INFO: Epoch[105] Iter[60/486] Loss: 0.118, Acc: 0.994, Base Lr: 1.60e-05
2024-05-19 01:13:18 transreid.train INFO: Epoch[105] Iter[70/486] Loss: 0.116, Acc: 0.994, Base Lr: 1.60e-05
2024-05-19 01:13:20 transreid.train INFO: Epoch[105] Iter[80/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.60e-05
2024-05-19 01:13:23 transreid.train INFO: Epoch[105] Iter[90/486] Loss: 0.110, Acc: 0.995, Base Lr: 1.60e-05
2024-05-19 01:13:25 transreid.train INFO: Epoch[105] Iter[100/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.60e-05
2024-05-19 01:13:27 transreid.train INFO: Epoch[105] Iter[110/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.60e-05
2024-05-19 01:13:30 transreid.train INFO: Epoch[105] Iter[120/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.60e-05
2024-05-19 01:13:32 transreid.train INFO: Epoch[105] Iter[130/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.60e-05
2024-05-19 01:13:35 transreid.train INFO: Epoch[105] Iter[140/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.60e-05
2024-05-19 01:13:37 transreid.train INFO: Epoch[105] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:40 transreid.train INFO: Epoch[105] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:42 transreid.train INFO: Epoch[105] Iter[170/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:45 transreid.train INFO: Epoch[105] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:47 transreid.train INFO: Epoch[105] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:50 transreid.train INFO: Epoch[105] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:52 transreid.train INFO: Epoch[105] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:55 transreid.train INFO: Epoch[105] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:57 transreid.train INFO: Epoch[105] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:13:59 transreid.train INFO: Epoch[105] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:02 transreid.train INFO: Epoch[105] Iter[250/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:04 transreid.train INFO: Epoch[105] Iter[260/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:07 transreid.train INFO: Epoch[105] Iter[270/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:09 transreid.train INFO: Epoch[105] Iter[280/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:12 transreid.train INFO: Epoch[105] Iter[290/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:14 transreid.train INFO: Epoch[105] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:17 transreid.train INFO: Epoch[105] Iter[310/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:19 transreid.train INFO: Epoch[105] Iter[320/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:22 transreid.train INFO: Epoch[105] Iter[330/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:24 transreid.train INFO: Epoch[105] Iter[340/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:27 transreid.train INFO: Epoch[105] Iter[350/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:29 transreid.train INFO: Epoch[105] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:32 transreid.train INFO: Epoch[105] Iter[370/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:34 transreid.train INFO: Epoch[105] Iter[380/486] Loss: 0.076, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:37 transreid.train INFO: Epoch[105] Iter[390/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.60e-05
2024-05-19 01:14:39 transreid.train INFO: Epoch[105] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:41 transreid.train INFO: Epoch[105] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:44 transreid.train INFO: Epoch[105] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:46 transreid.train INFO: Epoch[105] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:49 transreid.train INFO: Epoch[105] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:51 transreid.train INFO: Epoch[105] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:54 transreid.train INFO: Epoch[105] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:56 transreid.train INFO: Epoch[105] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.60e-05
2024-05-19 01:14:57 transreid.train INFO: Epoch 105 done. Time per epoch: 122.257[s] Speed: 246.6[samples/s]
2024-05-19 01:15:04 transreid.train INFO: Epoch[106] Iter[10/486] Loss: 0.110, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:15:06 transreid.train INFO: Epoch[106] Iter[20/486] Loss: 0.106, Acc: 0.998, Base Lr: 1.41e-05
2024-05-19 01:15:09 transreid.train INFO: Epoch[106] Iter[30/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:11 transreid.train INFO: Epoch[106] Iter[40/486] Loss: 0.116, Acc: 0.994, Base Lr: 1.41e-05
2024-05-19 01:15:14 transreid.train INFO: Epoch[106] Iter[50/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.41e-05
2024-05-19 01:15:16 transreid.train INFO: Epoch[106] Iter[60/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:19 transreid.train INFO: Epoch[106] Iter[70/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.41e-05
2024-05-19 01:15:21 transreid.train INFO: Epoch[106] Iter[80/486] Loss: 0.114, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:24 transreid.train INFO: Epoch[106] Iter[90/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:26 transreid.train INFO: Epoch[106] Iter[100/486] Loss: 0.112, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:29 transreid.train INFO: Epoch[106] Iter[110/486] Loss: 0.111, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:31 transreid.train INFO: Epoch[106] Iter[120/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:33 transreid.train INFO: Epoch[106] Iter[130/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:36 transreid.train INFO: Epoch[106] Iter[140/486] Loss: 0.106, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:38 transreid.train INFO: Epoch[106] Iter[150/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:41 transreid.train INFO: Epoch[106] Iter[160/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:43 transreid.train INFO: Epoch[106] Iter[170/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:15:46 transreid.train INFO: Epoch[106] Iter[180/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:48 transreid.train INFO: Epoch[106] Iter[190/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:51 transreid.train INFO: Epoch[106] Iter[200/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.41e-05
2024-05-19 01:15:53 transreid.train INFO: Epoch[106] Iter[210/486] Loss: 0.097, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:15:56 transreid.train INFO: Epoch[106] Iter[220/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:15:58 transreid.train INFO: Epoch[106] Iter[230/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:01 transreid.train INFO: Epoch[106] Iter[240/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:03 transreid.train INFO: Epoch[106] Iter[250/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:06 transreid.train INFO: Epoch[106] Iter[260/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:08 transreid.train INFO: Epoch[106] Iter[270/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:10 transreid.train INFO: Epoch[106] Iter[280/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:13 transreid.train INFO: Epoch[106] Iter[290/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:15 transreid.train INFO: Epoch[106] Iter[300/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:18 transreid.train INFO: Epoch[106] Iter[310/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:20 transreid.train INFO: Epoch[106] Iter[320/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:23 transreid.train INFO: Epoch[106] Iter[330/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:25 transreid.train INFO: Epoch[106] Iter[340/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:28 transreid.train INFO: Epoch[106] Iter[350/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:30 transreid.train INFO: Epoch[106] Iter[360/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:33 transreid.train INFO: Epoch[106] Iter[370/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:35 transreid.train INFO: Epoch[106] Iter[380/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:38 transreid.train INFO: Epoch[106] Iter[390/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:40 transreid.train INFO: Epoch[106] Iter[400/486] Loss: 0.074, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:43 transreid.train INFO: Epoch[106] Iter[410/486] Loss: 0.073, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:45 transreid.train INFO: Epoch[106] Iter[420/486] Loss: 0.072, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:48 transreid.train INFO: Epoch[106] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:50 transreid.train INFO: Epoch[106] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:53 transreid.train INFO: Epoch[106] Iter[450/486] Loss: 0.069, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:55 transreid.train INFO: Epoch[106] Iter[460/486] Loss: 0.068, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:57 transreid.train INFO: Epoch[106] Iter[470/486] Loss: 0.066, Acc: 0.997, Base Lr: 1.41e-05
2024-05-19 01:16:59 transreid.train INFO: Epoch 106 done. Time per epoch: 121.444[s] Speed: 248.7[samples/s]
2024-05-19 01:17:05 transreid.train INFO: Epoch[107] Iter[10/486] Loss: 0.107, Acc: 0.991, Base Lr: 1.22e-05
2024-05-19 01:17:08 transreid.train INFO: Epoch[107] Iter[20/486] Loss: 0.117, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:10 transreid.train INFO: Epoch[107] Iter[30/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:13 transreid.train INFO: Epoch[107] Iter[40/486] Loss: 0.115, Acc: 0.994, Base Lr: 1.22e-05
2024-05-19 01:17:15 transreid.train INFO: Epoch[107] Iter[50/486] Loss: 0.117, Acc: 0.994, Base Lr: 1.22e-05
2024-05-19 01:17:18 transreid.train INFO: Epoch[107] Iter[60/486] Loss: 0.111, Acc: 0.994, Base Lr: 1.22e-05
2024-05-19 01:17:20 transreid.train INFO: Epoch[107] Iter[70/486] Loss: 0.110, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:23 transreid.train INFO: Epoch[107] Iter[80/486] Loss: 0.110, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:25 transreid.train INFO: Epoch[107] Iter[90/486] Loss: 0.109, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:28 transreid.train INFO: Epoch[107] Iter[100/486] Loss: 0.107, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:30 transreid.train INFO: Epoch[107] Iter[110/486] Loss: 0.107, Acc: 0.995, Base Lr: 1.22e-05
2024-05-19 01:17:33 transreid.train INFO: Epoch[107] Iter[120/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:35 transreid.train INFO: Epoch[107] Iter[130/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:37 transreid.train INFO: Epoch[107] Iter[140/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:40 transreid.train INFO: Epoch[107] Iter[150/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:42 transreid.train INFO: Epoch[107] Iter[160/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:45 transreid.train INFO: Epoch[107] Iter[170/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:47 transreid.train INFO: Epoch[107] Iter[180/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:50 transreid.train INFO: Epoch[107] Iter[190/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:52 transreid.train INFO: Epoch[107] Iter[200/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:55 transreid.train INFO: Epoch[107] Iter[210/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:17:57 transreid.train INFO: Epoch[107] Iter[220/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:18:00 transreid.train INFO: Epoch[107] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:02 transreid.train INFO: Epoch[107] Iter[240/486] Loss: 0.093, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:18:05 transreid.train INFO: Epoch[107] Iter[250/486] Loss: 0.092, Acc: 0.996, Base Lr: 1.22e-05
2024-05-19 01:18:07 transreid.train INFO: Epoch[107] Iter[260/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:10 transreid.train INFO: Epoch[107] Iter[270/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:12 transreid.train INFO: Epoch[107] Iter[280/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:15 transreid.train INFO: Epoch[107] Iter[290/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:17 transreid.train INFO: Epoch[107] Iter[300/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:20 transreid.train INFO: Epoch[107] Iter[310/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:22 transreid.train INFO: Epoch[107] Iter[320/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:24 transreid.train INFO: Epoch[107] Iter[330/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:27 transreid.train INFO: Epoch[107] Iter[340/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:29 transreid.train INFO: Epoch[107] Iter[350/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:32 transreid.train INFO: Epoch[107] Iter[360/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:34 transreid.train INFO: Epoch[107] Iter[370/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:37 transreid.train INFO: Epoch[107] Iter[380/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:39 transreid.train INFO: Epoch[107] Iter[390/486] Loss: 0.076, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:42 transreid.train INFO: Epoch[107] Iter[400/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:44 transreid.train INFO: Epoch[107] Iter[410/486] Loss: 0.074, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:47 transreid.train INFO: Epoch[107] Iter[420/486] Loss: 0.073, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:49 transreid.train INFO: Epoch[107] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:52 transreid.train INFO: Epoch[107] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:54 transreid.train INFO: Epoch[107] Iter[450/486] Loss: 0.069, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:56 transreid.train INFO: Epoch[107] Iter[460/486] Loss: 0.068, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:18:59 transreid.train INFO: Epoch[107] Iter[470/486] Loss: 0.067, Acc: 0.997, Base Lr: 1.22e-05
2024-05-19 01:19:01 transreid.train INFO: Epoch 107 done. Time per epoch: 122.004[s] Speed: 248.6[samples/s]
2024-05-19 01:19:07 transreid.train INFO: Epoch[108] Iter[10/486] Loss: 0.122, Acc: 0.995, Base Lr: 1.06e-05
2024-05-19 01:19:10 transreid.train INFO: Epoch[108] Iter[20/486] Loss: 0.107, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:12 transreid.train INFO: Epoch[108] Iter[30/486] Loss: 0.105, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:15 transreid.train INFO: Epoch[108] Iter[40/486] Loss: 0.111, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:17 transreid.train INFO: Epoch[108] Iter[50/486] Loss: 0.115, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:20 transreid.train INFO: Epoch[108] Iter[60/486] Loss: 0.115, Acc: 0.993, Base Lr: 1.06e-05
2024-05-19 01:19:22 transreid.train INFO: Epoch[108] Iter[70/486] Loss: 0.113, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:24 transreid.train INFO: Epoch[108] Iter[80/486] Loss: 0.112, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:27 transreid.train INFO: Epoch[108] Iter[90/486] Loss: 0.110, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:29 transreid.train INFO: Epoch[108] Iter[100/486] Loss: 0.109, Acc: 0.994, Base Lr: 1.06e-05
2024-05-19 01:19:32 transreid.train INFO: Epoch[108] Iter[110/486] Loss: 0.107, Acc: 0.995, Base Lr: 1.06e-05
2024-05-19 01:19:34 transreid.train INFO: Epoch[108] Iter[120/486] Loss: 0.105, Acc: 0.995, Base Lr: 1.06e-05
2024-05-19 01:19:37 transreid.train INFO: Epoch[108] Iter[130/486] Loss: 0.106, Acc: 0.995, Base Lr: 1.06e-05
2024-05-19 01:19:39 transreid.train INFO: Epoch[108] Iter[140/486] Loss: 0.105, Acc: 0.995, Base Lr: 1.06e-05
2024-05-19 01:19:42 transreid.train INFO: Epoch[108] Iter[150/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:44 transreid.train INFO: Epoch[108] Iter[160/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:47 transreid.train INFO: Epoch[108] Iter[170/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:49 transreid.train INFO: Epoch[108] Iter[180/486] Loss: 0.101, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:52 transreid.train INFO: Epoch[108] Iter[190/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:54 transreid.train INFO: Epoch[108] Iter[200/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:56 transreid.train INFO: Epoch[108] Iter[210/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:19:59 transreid.train INFO: Epoch[108] Iter[220/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:20:01 transreid.train INFO: Epoch[108] Iter[230/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:20:04 transreid.train INFO: Epoch[108] Iter[240/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.06e-05
2024-05-19 01:20:06 transreid.train INFO: Epoch[108] Iter[250/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:09 transreid.train INFO: Epoch[108] Iter[260/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:11 transreid.train INFO: Epoch[108] Iter[270/486] Loss: 0.091, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:14 transreid.train INFO: Epoch[108] Iter[280/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:16 transreid.train INFO: Epoch[108] Iter[290/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:19 transreid.train INFO: Epoch[108] Iter[300/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:21 transreid.train INFO: Epoch[108] Iter[310/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:23 transreid.train INFO: Epoch[108] Iter[320/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:26 transreid.train INFO: Epoch[108] Iter[330/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:28 transreid.train INFO: Epoch[108] Iter[340/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:31 transreid.train INFO: Epoch[108] Iter[350/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:33 transreid.train INFO: Epoch[108] Iter[360/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:36 transreid.train INFO: Epoch[108] Iter[370/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:38 transreid.train INFO: Epoch[108] Iter[380/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:41 transreid.train INFO: Epoch[108] Iter[390/486] Loss: 0.076, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:43 transreid.train INFO: Epoch[108] Iter[400/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:46 transreid.train INFO: Epoch[108] Iter[410/486] Loss: 0.074, Acc: 0.997, Base Lr: 1.06e-05
2024-05-19 01:20:48 transreid.train INFO: Epoch[108] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:20:50 transreid.train INFO: Epoch[108] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:20:53 transreid.train INFO: Epoch[108] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:20:55 transreid.train INFO: Epoch[108] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:20:58 transreid.train INFO: Epoch[108] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:21:00 transreid.train INFO: Epoch[108] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.06e-05
2024-05-19 01:21:02 transreid.train INFO: Epoch 108 done. Time per epoch: 121.067[s] Speed: 250.0[samples/s]
2024-05-19 01:21:08 transreid.train INFO: Epoch[109] Iter[10/486] Loss: 0.120, Acc: 0.992, Base Lr: 9.02e-06
2024-05-19 01:21:11 transreid.train INFO: Epoch[109] Iter[20/486] Loss: 0.109, Acc: 0.995, Base Lr: 9.02e-06
2024-05-19 01:21:13 transreid.train INFO: Epoch[109] Iter[30/486] Loss: 0.119, Acc: 0.994, Base Lr: 9.02e-06
2024-05-19 01:21:16 transreid.train INFO: Epoch[109] Iter[40/486] Loss: 0.115, Acc: 0.995, Base Lr: 9.02e-06
2024-05-19 01:21:18 transreid.train INFO: Epoch[109] Iter[50/486] Loss: 0.110, Acc: 0.996, Base Lr: 9.02e-06
2024-05-19 01:21:21 transreid.train INFO: Epoch[109] Iter[60/486] Loss: 0.109, Acc: 0.996, Base Lr: 9.02e-06
2024-05-19 01:21:23 transreid.train INFO: Epoch[109] Iter[70/486] Loss: 0.108, Acc: 0.996, Base Lr: 9.02e-06
2024-05-19 01:21:26 transreid.train INFO: Epoch[109] Iter[80/486] Loss: 0.107, Acc: 0.996, Base Lr: 9.02e-06
2024-05-19 01:21:28 transreid.train INFO: Epoch[109] Iter[90/486] Loss: 0.106, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:31 transreid.train INFO: Epoch[109] Iter[100/486] Loss: 0.107, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:33 transreid.train INFO: Epoch[109] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:36 transreid.train INFO: Epoch[109] Iter[120/486] Loss: 0.106, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:38 transreid.train INFO: Epoch[109] Iter[130/486] Loss: 0.104, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:41 transreid.train INFO: Epoch[109] Iter[140/486] Loss: 0.104, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:43 transreid.train INFO: Epoch[109] Iter[150/486] Loss: 0.103, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:45 transreid.train INFO: Epoch[109] Iter[160/486] Loss: 0.101, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:48 transreid.train INFO: Epoch[109] Iter[170/486] Loss: 0.099, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:50 transreid.train INFO: Epoch[109] Iter[180/486] Loss: 0.098, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:53 transreid.train INFO: Epoch[109] Iter[190/486] Loss: 0.097, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:55 transreid.train INFO: Epoch[109] Iter[200/486] Loss: 0.096, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:21:58 transreid.train INFO: Epoch[109] Iter[210/486] Loss: 0.095, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:00 transreid.train INFO: Epoch[109] Iter[220/486] Loss: 0.094, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:03 transreid.train INFO: Epoch[109] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:05 transreid.train INFO: Epoch[109] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:08 transreid.train INFO: Epoch[109] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:10 transreid.train INFO: Epoch[109] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:13 transreid.train INFO: Epoch[109] Iter[270/486] Loss: 0.088, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:15 transreid.train INFO: Epoch[109] Iter[280/486] Loss: 0.087, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:18 transreid.train INFO: Epoch[109] Iter[290/486] Loss: 0.086, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:20 transreid.train INFO: Epoch[109] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:23 transreid.train INFO: Epoch[109] Iter[310/486] Loss: 0.085, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:25 transreid.train INFO: Epoch[109] Iter[320/486] Loss: 0.084, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:27 transreid.train INFO: Epoch[109] Iter[330/486] Loss: 0.083, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:30 transreid.train INFO: Epoch[109] Iter[340/486] Loss: 0.081, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:32 transreid.train INFO: Epoch[109] Iter[350/486] Loss: 0.080, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:35 transreid.train INFO: Epoch[109] Iter[360/486] Loss: 0.079, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:37 transreid.train INFO: Epoch[109] Iter[370/486] Loss: 0.078, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:40 transreid.train INFO: Epoch[109] Iter[380/486] Loss: 0.077, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:42 transreid.train INFO: Epoch[109] Iter[390/486] Loss: 0.076, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:45 transreid.train INFO: Epoch[109] Iter[400/486] Loss: 0.075, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:47 transreid.train INFO: Epoch[109] Iter[410/486] Loss: 0.074, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:50 transreid.train INFO: Epoch[109] Iter[420/486] Loss: 0.073, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:52 transreid.train INFO: Epoch[109] Iter[430/486] Loss: 0.072, Acc: 0.997, Base Lr: 9.02e-06
2024-05-19 01:22:55 transreid.train INFO: Epoch[109] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 9.02e-06
2024-05-19 01:22:57 transreid.train INFO: Epoch[109] Iter[450/486] Loss: 0.069, Acc: 0.998, Base Lr: 9.02e-06
2024-05-19 01:23:00 transreid.train INFO: Epoch[109] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 9.02e-06
2024-05-19 01:23:02 transreid.train INFO: Epoch[109] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 9.02e-06
2024-05-19 01:23:03 transreid.train INFO: Epoch 109 done. Time per epoch: 121.698[s] Speed: 248.7[samples/s]
2024-05-19 01:23:10 transreid.train INFO: Epoch[110] Iter[10/486] Loss: 0.106, Acc: 1.000, Base Lr: 7.60e-06
2024-05-19 01:23:13 transreid.train INFO: Epoch[110] Iter[20/486] Loss: 0.107, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:23:15 transreid.train INFO: Epoch[110] Iter[30/486] Loss: 0.104, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:18 transreid.train INFO: Epoch[110] Iter[40/486] Loss: 0.105, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:20 transreid.train INFO: Epoch[110] Iter[50/486] Loss: 0.104, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:23:22 transreid.train INFO: Epoch[110] Iter[60/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:25 transreid.train INFO: Epoch[110] Iter[70/486] Loss: 0.108, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:27 transreid.train INFO: Epoch[110] Iter[80/486] Loss: 0.107, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:30 transreid.train INFO: Epoch[110] Iter[90/486] Loss: 0.108, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:32 transreid.train INFO: Epoch[110] Iter[100/486] Loss: 0.105, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:35 transreid.train INFO: Epoch[110] Iter[110/486] Loss: 0.104, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:37 transreid.train INFO: Epoch[110] Iter[120/486] Loss: 0.103, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:40 transreid.train INFO: Epoch[110] Iter[130/486] Loss: 0.101, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:42 transreid.train INFO: Epoch[110] Iter[140/486] Loss: 0.101, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:45 transreid.train INFO: Epoch[110] Iter[150/486] Loss: 0.101, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:47 transreid.train INFO: Epoch[110] Iter[160/486] Loss: 0.100, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:49 transreid.train INFO: Epoch[110] Iter[170/486] Loss: 0.099, Acc: 0.996, Base Lr: 7.60e-06
2024-05-19 01:23:52 transreid.train INFO: Epoch[110] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:54 transreid.train INFO: Epoch[110] Iter[190/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:57 transreid.train INFO: Epoch[110] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:23:59 transreid.train INFO: Epoch[110] Iter[210/486] Loss: 0.093, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:02 transreid.train INFO: Epoch[110] Iter[220/486] Loss: 0.092, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:04 transreid.train INFO: Epoch[110] Iter[230/486] Loss: 0.091, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:07 transreid.train INFO: Epoch[110] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:09 transreid.train INFO: Epoch[110] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:12 transreid.train INFO: Epoch[110] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:14 transreid.train INFO: Epoch[110] Iter[270/486] Loss: 0.087, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:16 transreid.train INFO: Epoch[110] Iter[280/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:19 transreid.train INFO: Epoch[110] Iter[290/486] Loss: 0.086, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:21 transreid.train INFO: Epoch[110] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:24 transreid.train INFO: Epoch[110] Iter[310/486] Loss: 0.083, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:26 transreid.train INFO: Epoch[110] Iter[320/486] Loss: 0.082, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:29 transreid.train INFO: Epoch[110] Iter[330/486] Loss: 0.081, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:31 transreid.train INFO: Epoch[110] Iter[340/486] Loss: 0.080, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:34 transreid.train INFO: Epoch[110] Iter[350/486] Loss: 0.079, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:36 transreid.train INFO: Epoch[110] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 7.60e-06
2024-05-19 01:24:39 transreid.train INFO: Epoch[110] Iter[370/486] Loss: 0.076, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:41 transreid.train INFO: Epoch[110] Iter[380/486] Loss: 0.075, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:43 transreid.train INFO: Epoch[110] Iter[390/486] Loss: 0.074, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:46 transreid.train INFO: Epoch[110] Iter[400/486] Loss: 0.073, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:48 transreid.train INFO: Epoch[110] Iter[410/486] Loss: 0.072, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:51 transreid.train INFO: Epoch[110] Iter[420/486] Loss: 0.071, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:53 transreid.train INFO: Epoch[110] Iter[430/486] Loss: 0.070, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:56 transreid.train INFO: Epoch[110] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:24:58 transreid.train INFO: Epoch[110] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:25:01 transreid.train INFO: Epoch[110] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:25:03 transreid.train INFO: Epoch[110] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 7.60e-06
2024-05-19 01:25:05 transreid.train INFO: Epoch 110 done. Time per epoch: 121.177[s] Speed: 249.8[samples/s]
2024-05-19 01:25:11 transreid.train INFO: Epoch[111] Iter[10/486] Loss: 0.114, Acc: 0.998, Base Lr: 6.31e-06
2024-05-19 01:25:14 transreid.train INFO: Epoch[111] Iter[20/486] Loss: 0.134, Acc: 0.995, Base Lr: 6.31e-06
2024-05-19 01:25:16 transreid.train INFO: Epoch[111] Iter[30/486] Loss: 0.135, Acc: 0.993, Base Lr: 6.31e-06
2024-05-19 01:25:19 transreid.train INFO: Epoch[111] Iter[40/486] Loss: 0.129, Acc: 0.993, Base Lr: 6.31e-06
2024-05-19 01:25:21 transreid.train INFO: Epoch[111] Iter[50/486] Loss: 0.123, Acc: 0.994, Base Lr: 6.31e-06
2024-05-19 01:25:24 transreid.train INFO: Epoch[111] Iter[60/486] Loss: 0.118, Acc: 0.995, Base Lr: 6.31e-06
2024-05-19 01:25:26 transreid.train INFO: Epoch[111] Iter[70/486] Loss: 0.114, Acc: 0.995, Base Lr: 6.31e-06
2024-05-19 01:25:28 transreid.train INFO: Epoch[111] Iter[80/486] Loss: 0.110, Acc: 0.996, Base Lr: 6.31e-06
2024-05-19 01:25:31 transreid.train INFO: Epoch[111] Iter[90/486] Loss: 0.110, Acc: 0.996, Base Lr: 6.31e-06
2024-05-19 01:25:33 transreid.train INFO: Epoch[111] Iter[100/486] Loss: 0.107, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:36 transreid.train INFO: Epoch[111] Iter[110/486] Loss: 0.107, Acc: 0.996, Base Lr: 6.31e-06
2024-05-19 01:25:38 transreid.train INFO: Epoch[111] Iter[120/486] Loss: 0.104, Acc: 0.996, Base Lr: 6.31e-06
2024-05-19 01:25:41 transreid.train INFO: Epoch[111] Iter[130/486] Loss: 0.104, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:43 transreid.train INFO: Epoch[111] Iter[140/486] Loss: 0.103, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:46 transreid.train INFO: Epoch[111] Iter[150/486] Loss: 0.102, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:48 transreid.train INFO: Epoch[111] Iter[160/486] Loss: 0.102, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:51 transreid.train INFO: Epoch[111] Iter[170/486] Loss: 0.100, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:53 transreid.train INFO: Epoch[111] Iter[180/486] Loss: 0.099, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:56 transreid.train INFO: Epoch[111] Iter[190/486] Loss: 0.097, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:25:58 transreid.train INFO: Epoch[111] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:01 transreid.train INFO: Epoch[111] Iter[210/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:03 transreid.train INFO: Epoch[111] Iter[220/486] Loss: 0.094, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:06 transreid.train INFO: Epoch[111] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:08 transreid.train INFO: Epoch[111] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:11 transreid.train INFO: Epoch[111] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:13 transreid.train INFO: Epoch[111] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:15 transreid.train INFO: Epoch[111] Iter[270/486] Loss: 0.088, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:18 transreid.train INFO: Epoch[111] Iter[280/486] Loss: 0.087, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:20 transreid.train INFO: Epoch[111] Iter[290/486] Loss: 0.086, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:23 transreid.train INFO: Epoch[111] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:25 transreid.train INFO: Epoch[111] Iter[310/486] Loss: 0.083, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:28 transreid.train INFO: Epoch[111] Iter[320/486] Loss: 0.082, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:30 transreid.train INFO: Epoch[111] Iter[330/486] Loss: 0.081, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:33 transreid.train INFO: Epoch[111] Iter[340/486] Loss: 0.080, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:35 transreid.train INFO: Epoch[111] Iter[350/486] Loss: 0.078, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:38 transreid.train INFO: Epoch[111] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:40 transreid.train INFO: Epoch[111] Iter[370/486] Loss: 0.077, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:43 transreid.train INFO: Epoch[111] Iter[380/486] Loss: 0.076, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:45 transreid.train INFO: Epoch[111] Iter[390/486] Loss: 0.075, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:48 transreid.train INFO: Epoch[111] Iter[400/486] Loss: 0.074, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:50 transreid.train INFO: Epoch[111] Iter[410/486] Loss: 0.073, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:53 transreid.train INFO: Epoch[111] Iter[420/486] Loss: 0.072, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:55 transreid.train INFO: Epoch[111] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:26:58 transreid.train INFO: Epoch[111] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:27:00 transreid.train INFO: Epoch[111] Iter[450/486] Loss: 0.070, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:27:03 transreid.train INFO: Epoch[111] Iter[460/486] Loss: 0.068, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:27:05 transreid.train INFO: Epoch[111] Iter[470/486] Loss: 0.067, Acc: 0.997, Base Lr: 6.31e-06
2024-05-19 01:27:06 transreid.train INFO: Epoch 111 done. Time per epoch: 121.868[s] Speed: 248.4[samples/s]
2024-05-19 01:27:13 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.129, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:16 transreid.train INFO: Epoch[112] Iter[20/486] Loss: 0.118, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:27:18 transreid.train INFO: Epoch[112] Iter[30/486] Loss: 0.115, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:27:21 transreid.train INFO: Epoch[112] Iter[40/486] Loss: 0.114, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:27:23 transreid.train INFO: Epoch[112] Iter[50/486] Loss: 0.109, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:27:26 transreid.train INFO: Epoch[112] Iter[60/486] Loss: 0.111, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:28 transreid.train INFO: Epoch[112] Iter[70/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:31 transreid.train INFO: Epoch[112] Iter[80/486] Loss: 0.108, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:33 transreid.train INFO: Epoch[112] Iter[90/486] Loss: 0.106, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:36 transreid.train INFO: Epoch[112] Iter[100/486] Loss: 0.103, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:38 transreid.train INFO: Epoch[112] Iter[110/486] Loss: 0.105, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:40 transreid.train INFO: Epoch[112] Iter[120/486] Loss: 0.104, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:43 transreid.train INFO: Epoch[112] Iter[130/486] Loss: 0.102, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:45 transreid.train INFO: Epoch[112] Iter[140/486] Loss: 0.102, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:48 transreid.train INFO: Epoch[112] Iter[150/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:50 transreid.train INFO: Epoch[112] Iter[160/486] Loss: 0.101, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:53 transreid.train INFO: Epoch[112] Iter[170/486] Loss: 0.100, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:55 transreid.train INFO: Epoch[112] Iter[180/486] Loss: 0.099, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:27:58 transreid.train INFO: Epoch[112] Iter[190/486] Loss: 0.098, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:28:00 transreid.train INFO: Epoch[112] Iter[200/486] Loss: 0.097, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:28:03 transreid.train INFO: Epoch[112] Iter[210/486] Loss: 0.096, Acc: 0.997, Base Lr: 5.16e-06
2024-05-19 01:28:05 transreid.train INFO: Epoch[112] Iter[220/486] Loss: 0.095, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:08 transreid.train INFO: Epoch[112] Iter[230/486] Loss: 0.093, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:10 transreid.train INFO: Epoch[112] Iter[240/486] Loss: 0.092, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:13 transreid.train INFO: Epoch[112] Iter[250/486] Loss: 0.090, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:15 transreid.train INFO: Epoch[112] Iter[260/486] Loss: 0.090, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:18 transreid.train INFO: Epoch[112] Iter[270/486] Loss: 0.088, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:20 transreid.train INFO: Epoch[112] Iter[280/486] Loss: 0.087, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:23 transreid.train INFO: Epoch[112] Iter[290/486] Loss: 0.086, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:25 transreid.train INFO: Epoch[112] Iter[300/486] Loss: 0.084, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:28 transreid.train INFO: Epoch[112] Iter[310/486] Loss: 0.084, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:30 transreid.train INFO: Epoch[112] Iter[320/486] Loss: 0.082, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:33 transreid.train INFO: Epoch[112] Iter[330/486] Loss: 0.081, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:35 transreid.train INFO: Epoch[112] Iter[340/486] Loss: 0.080, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:38 transreid.train INFO: Epoch[112] Iter[350/486] Loss: 0.079, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:40 transreid.train INFO: Epoch[112] Iter[360/486] Loss: 0.079, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:42 transreid.train INFO: Epoch[112] Iter[370/486] Loss: 0.077, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:45 transreid.train INFO: Epoch[112] Iter[380/486] Loss: 0.076, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:47 transreid.train INFO: Epoch[112] Iter[390/486] Loss: 0.075, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:50 transreid.train INFO: Epoch[112] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:52 transreid.train INFO: Epoch[112] Iter[410/486] Loss: 0.072, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:55 transreid.train INFO: Epoch[112] Iter[420/486] Loss: 0.071, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:28:57 transreid.train INFO: Epoch[112] Iter[430/486] Loss: 0.070, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:29:00 transreid.train INFO: Epoch[112] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:29:02 transreid.train INFO: Epoch[112] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:29:05 transreid.train INFO: Epoch[112] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:29:07 transreid.train INFO: Epoch[112] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 5.16e-06
2024-05-19 01:29:09 transreid.train INFO: Epoch 112 done. Time per epoch: 122.104[s] Speed: 247.4[samples/s]
2024-05-19 01:29:15 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.107, Acc: 0.995, Base Lr: 4.14e-06
2024-05-19 01:29:18 transreid.train INFO: Epoch[113] Iter[20/486] Loss: 0.100, Acc: 0.995, Base Lr: 4.14e-06
2024-05-19 01:29:20 transreid.train INFO: Epoch[113] Iter[30/486] Loss: 0.112, Acc: 0.995, Base Lr: 4.14e-06
2024-05-19 01:29:23 transreid.train INFO: Epoch[113] Iter[40/486] Loss: 0.111, Acc: 0.995, Base Lr: 4.14e-06
2024-05-19 01:29:25 transreid.train INFO: Epoch[113] Iter[50/486] Loss: 0.105, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:28 transreid.train INFO: Epoch[113] Iter[60/486] Loss: 0.104, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:30 transreid.train INFO: Epoch[113] Iter[70/486] Loss: 0.104, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:33 transreid.train INFO: Epoch[113] Iter[80/486] Loss: 0.104, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:35 transreid.train INFO: Epoch[113] Iter[90/486] Loss: 0.102, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:38 transreid.train INFO: Epoch[113] Iter[100/486] Loss: 0.105, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:40 transreid.train INFO: Epoch[113] Iter[110/486] Loss: 0.104, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:42 transreid.train INFO: Epoch[113] Iter[120/486] Loss: 0.103, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:45 transreid.train INFO: Epoch[113] Iter[130/486] Loss: 0.102, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:47 transreid.train INFO: Epoch[113] Iter[140/486] Loss: 0.102, Acc: 0.996, Base Lr: 4.14e-06
2024-05-19 01:29:50 transreid.train INFO: Epoch[113] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:29:52 transreid.train INFO: Epoch[113] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:29:55 transreid.train INFO: Epoch[113] Iter[170/486] Loss: 0.099, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:29:57 transreid.train INFO: Epoch[113] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:00 transreid.train INFO: Epoch[113] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:02 transreid.train INFO: Epoch[113] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:05 transreid.train INFO: Epoch[113] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:07 transreid.train INFO: Epoch[113] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:10 transreid.train INFO: Epoch[113] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:12 transreid.train INFO: Epoch[113] Iter[240/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:15 transreid.train INFO: Epoch[113] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:17 transreid.train INFO: Epoch[113] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:20 transreid.train INFO: Epoch[113] Iter[270/486] Loss: 0.088, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:22 transreid.train INFO: Epoch[113] Iter[280/486] Loss: 0.087, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:25 transreid.train INFO: Epoch[113] Iter[290/486] Loss: 0.086, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:27 transreid.train INFO: Epoch[113] Iter[300/486] Loss: 0.085, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:29 transreid.train INFO: Epoch[113] Iter[310/486] Loss: 0.083, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:32 transreid.train INFO: Epoch[113] Iter[320/486] Loss: 0.082, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:34 transreid.train INFO: Epoch[113] Iter[330/486] Loss: 0.082, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:37 transreid.train INFO: Epoch[113] Iter[340/486] Loss: 0.080, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:39 transreid.train INFO: Epoch[113] Iter[350/486] Loss: 0.079, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:42 transreid.train INFO: Epoch[113] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:44 transreid.train INFO: Epoch[113] Iter[370/486] Loss: 0.076, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:47 transreid.train INFO: Epoch[113] Iter[380/486] Loss: 0.075, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:49 transreid.train INFO: Epoch[113] Iter[390/486] Loss: 0.074, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:30:52 transreid.train INFO: Epoch[113] Iter[400/486] Loss: 0.073, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:30:54 transreid.train INFO: Epoch[113] Iter[410/486] Loss: 0.072, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:57 transreid.train INFO: Epoch[113] Iter[420/486] Loss: 0.071, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:30:59 transreid.train INFO: Epoch[113] Iter[430/486] Loss: 0.070, Acc: 0.997, Base Lr: 4.14e-06
2024-05-19 01:31:01 transreid.train INFO: Epoch[113] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:31:04 transreid.train INFO: Epoch[113] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:31:06 transreid.train INFO: Epoch[113] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:31:09 transreid.train INFO: Epoch[113] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 4.14e-06
2024-05-19 01:31:11 transreid.train INFO: Epoch 113 done. Time per epoch: 122.278[s] Speed: 248.6[samples/s]
2024-05-19 01:31:18 transreid.train INFO: Epoch[114] Iter[10/486] Loss: 0.137, Acc: 0.994, Base Lr: 3.26e-06
2024-05-19 01:31:20 transreid.train INFO: Epoch[114] Iter[20/486] Loss: 0.116, Acc: 0.995, Base Lr: 3.26e-06
2024-05-19 01:31:23 transreid.train INFO: Epoch[114] Iter[30/486] Loss: 0.110, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:25 transreid.train INFO: Epoch[114] Iter[40/486] Loss: 0.113, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:28 transreid.train INFO: Epoch[114] Iter[50/486] Loss: 0.107, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:30 transreid.train INFO: Epoch[114] Iter[60/486] Loss: 0.110, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:33 transreid.train INFO: Epoch[114] Iter[70/486] Loss: 0.108, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:35 transreid.train INFO: Epoch[114] Iter[80/486] Loss: 0.110, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:38 transreid.train INFO: Epoch[114] Iter[90/486] Loss: 0.109, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:40 transreid.train INFO: Epoch[114] Iter[100/486] Loss: 0.107, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:42 transreid.train INFO: Epoch[114] Iter[110/486] Loss: 0.106, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:45 transreid.train INFO: Epoch[114] Iter[120/486] Loss: 0.104, Acc: 0.996, Base Lr: 3.26e-06
2024-05-19 01:31:47 transreid.train INFO: Epoch[114] Iter[130/486] Loss: 0.103, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:50 transreid.train INFO: Epoch[114] Iter[140/486] Loss: 0.102, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:52 transreid.train INFO: Epoch[114] Iter[150/486] Loss: 0.101, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:55 transreid.train INFO: Epoch[114] Iter[160/486] Loss: 0.100, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:31:57 transreid.train INFO: Epoch[114] Iter[170/486] Loss: 0.098, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:00 transreid.train INFO: Epoch[114] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:02 transreid.train INFO: Epoch[114] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:05 transreid.train INFO: Epoch[114] Iter[200/486] Loss: 0.094, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:07 transreid.train INFO: Epoch[114] Iter[210/486] Loss: 0.093, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:10 transreid.train INFO: Epoch[114] Iter[220/486] Loss: 0.092, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:12 transreid.train INFO: Epoch[114] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:15 transreid.train INFO: Epoch[114] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:17 transreid.train INFO: Epoch[114] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:20 transreid.train INFO: Epoch[114] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 3.26e-06
2024-05-19 01:32:22 transreid.train INFO: Epoch[114] Iter[270/486] Loss: 0.088, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:25 transreid.train INFO: Epoch[114] Iter[280/486] Loss: 0.086, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:27 transreid.train INFO: Epoch[114] Iter[290/486] Loss: 0.085, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:30 transreid.train INFO: Epoch[114] Iter[300/486] Loss: 0.084, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:32 transreid.train INFO: Epoch[114] Iter[310/486] Loss: 0.083, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:35 transreid.train INFO: Epoch[114] Iter[320/486] Loss: 0.082, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:37 transreid.train INFO: Epoch[114] Iter[330/486] Loss: 0.081, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:39 transreid.train INFO: Epoch[114] Iter[340/486] Loss: 0.080, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:42 transreid.train INFO: Epoch[114] Iter[350/486] Loss: 0.079, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:44 transreid.train INFO: Epoch[114] Iter[360/486] Loss: 0.078, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:47 transreid.train INFO: Epoch[114] Iter[370/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:49 transreid.train INFO: Epoch[114] Iter[380/486] Loss: 0.076, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:52 transreid.train INFO: Epoch[114] Iter[390/486] Loss: 0.075, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:54 transreid.train INFO: Epoch[114] Iter[400/486] Loss: 0.074, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:57 transreid.train INFO: Epoch[114] Iter[410/486] Loss: 0.073, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:32:59 transreid.train INFO: Epoch[114] Iter[420/486] Loss: 0.072, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:02 transreid.train INFO: Epoch[114] Iter[430/486] Loss: 0.071, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:04 transreid.train INFO: Epoch[114] Iter[440/486] Loss: 0.070, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:07 transreid.train INFO: Epoch[114] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:09 transreid.train INFO: Epoch[114] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:12 transreid.train INFO: Epoch[114] Iter[470/486] Loss: 0.067, Acc: 0.998, Base Lr: 3.26e-06
2024-05-19 01:33:13 transreid.train INFO: Epoch 114 done. Time per epoch: 122.353[s] Speed: 247.4[samples/s]
2024-05-19 01:33:20 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.133, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:33:22 transreid.train INFO: Epoch[115] Iter[20/486] Loss: 0.124, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:33:25 transreid.train INFO: Epoch[115] Iter[30/486] Loss: 0.126, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:27 transreid.train INFO: Epoch[115] Iter[40/486] Loss: 0.112, Acc: 0.996, Base Lr: 2.51e-06
2024-05-19 01:33:30 transreid.train INFO: Epoch[115] Iter[50/486] Loss: 0.120, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:32 transreid.train INFO: Epoch[115] Iter[60/486] Loss: 0.117, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:35 transreid.train INFO: Epoch[115] Iter[70/486] Loss: 0.116, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:37 transreid.train INFO: Epoch[115] Iter[80/486] Loss: 0.115, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:40 transreid.train INFO: Epoch[115] Iter[90/486] Loss: 0.114, Acc: 0.995, Base Lr: 2.51e-06
2024-05-19 01:33:42 transreid.train INFO: Epoch[115] Iter[100/486] Loss: 0.111, Acc: 0.996, Base Lr: 2.51e-06
2024-05-19 01:33:45 transreid.train INFO: Epoch[115] Iter[110/486] Loss: 0.109, Acc: 0.996, Base Lr: 2.51e-06
2024-05-19 01:33:47 transreid.train INFO: Epoch[115] Iter[120/486] Loss: 0.108, Acc: 0.996, Base Lr: 2.51e-06
2024-05-19 01:33:50 transreid.train INFO: Epoch[115] Iter[130/486] Loss: 0.106, Acc: 0.996, Base Lr: 2.51e-06
2024-05-19 01:33:52 transreid.train INFO: Epoch[115] Iter[140/486] Loss: 0.103, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:33:55 transreid.train INFO: Epoch[115] Iter[150/486] Loss: 0.101, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:33:57 transreid.train INFO: Epoch[115] Iter[160/486] Loss: 0.100, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:00 transreid.train INFO: Epoch[115] Iter[170/486] Loss: 0.098, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:02 transreid.train INFO: Epoch[115] Iter[180/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:05 transreid.train INFO: Epoch[115] Iter[190/486] Loss: 0.097, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:07 transreid.train INFO: Epoch[115] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:09 transreid.train INFO: Epoch[115] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:12 transreid.train INFO: Epoch[115] Iter[220/486] Loss: 0.094, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:14 transreid.train INFO: Epoch[115] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:17 transreid.train INFO: Epoch[115] Iter[240/486] Loss: 0.092, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:19 transreid.train INFO: Epoch[115] Iter[250/486] Loss: 0.091, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:22 transreid.train INFO: Epoch[115] Iter[260/486] Loss: 0.090, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:24 transreid.train INFO: Epoch[115] Iter[270/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:27 transreid.train INFO: Epoch[115] Iter[280/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:29 transreid.train INFO: Epoch[115] Iter[290/486] Loss: 0.089, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:32 transreid.train INFO: Epoch[115] Iter[300/486] Loss: 0.088, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:34 transreid.train INFO: Epoch[115] Iter[310/486] Loss: 0.087, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:37 transreid.train INFO: Epoch[115] Iter[320/486] Loss: 0.085, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:39 transreid.train INFO: Epoch[115] Iter[330/486] Loss: 0.084, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:42 transreid.train INFO: Epoch[115] Iter[340/486] Loss: 0.083, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:44 transreid.train INFO: Epoch[115] Iter[350/486] Loss: 0.081, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:47 transreid.train INFO: Epoch[115] Iter[360/486] Loss: 0.080, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:49 transreid.train INFO: Epoch[115] Iter[370/486] Loss: 0.079, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:52 transreid.train INFO: Epoch[115] Iter[380/486] Loss: 0.078, Acc: 0.997, Base Lr: 2.51e-06
2024-05-19 01:34:54 transreid.train INFO: Epoch[115] Iter[390/486] Loss: 0.077, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:34:57 transreid.train INFO: Epoch[115] Iter[400/486] Loss: 0.076, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:34:59 transreid.train INFO: Epoch[115] Iter[410/486] Loss: 0.074, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:01 transreid.train INFO: Epoch[115] Iter[420/486] Loss: 0.073, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:04 transreid.train INFO: Epoch[115] Iter[430/486] Loss: 0.072, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:06 transreid.train INFO: Epoch[115] Iter[440/486] Loss: 0.071, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:09 transreid.train INFO: Epoch[115] Iter[450/486] Loss: 0.070, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:11 transreid.train INFO: Epoch[115] Iter[460/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:14 transreid.train INFO: Epoch[115] Iter[470/486] Loss: 0.068, Acc: 0.998, Base Lr: 2.51e-06
2024-05-19 01:35:15 transreid.train INFO: Epoch 115 done. Time per epoch: 122.116[s] Speed: 247.9[samples/s]
2024-05-19 01:35:22 transreid.train INFO: Epoch[116] Iter[10/486] Loss: 0.139, Acc: 0.994, Base Lr: 1.89e-06
2024-05-19 01:35:24 transreid.train INFO: Epoch[116] Iter[20/486] Loss: 0.113, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:35:27 transreid.train INFO: Epoch[116] Iter[30/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:29 transreid.train INFO: Epoch[116] Iter[40/486] Loss: 0.120, Acc: 0.993, Base Lr: 1.89e-06
2024-05-19 01:35:32 transreid.train INFO: Epoch[116] Iter[50/486] Loss: 0.117, Acc: 0.994, Base Lr: 1.89e-06
2024-05-19 01:35:34 transreid.train INFO: Epoch[116] Iter[60/486] Loss: 0.112, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:37 transreid.train INFO: Epoch[116] Iter[70/486] Loss: 0.110, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:39 transreid.train INFO: Epoch[116] Iter[80/486] Loss: 0.108, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:42 transreid.train INFO: Epoch[116] Iter[90/486] Loss: 0.109, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:44 transreid.train INFO: Epoch[116] Iter[100/486] Loss: 0.110, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:47 transreid.train INFO: Epoch[116] Iter[110/486] Loss: 0.108, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:49 transreid.train INFO: Epoch[116] Iter[120/486] Loss: 0.106, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:51 transreid.train INFO: Epoch[116] Iter[130/486] Loss: 0.104, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:54 transreid.train INFO: Epoch[116] Iter[140/486] Loss: 0.103, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:56 transreid.train INFO: Epoch[116] Iter[150/486] Loss: 0.103, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:35:59 transreid.train INFO: Epoch[116] Iter[160/486] Loss: 0.102, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:36:01 transreid.train INFO: Epoch[116] Iter[170/486] Loss: 0.101, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:36:04 transreid.train INFO: Epoch[116] Iter[180/486] Loss: 0.100, Acc: 0.995, Base Lr: 1.89e-06
2024-05-19 01:36:06 transreid.train INFO: Epoch[116] Iter[190/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:09 transreid.train INFO: Epoch[116] Iter[200/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:11 transreid.train INFO: Epoch[116] Iter[210/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:14 transreid.train INFO: Epoch[116] Iter[220/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:16 transreid.train INFO: Epoch[116] Iter[230/486] Loss: 0.093, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:19 transreid.train INFO: Epoch[116] Iter[240/486] Loss: 0.093, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:21 transreid.train INFO: Epoch[116] Iter[250/486] Loss: 0.091, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:23 transreid.train INFO: Epoch[116] Iter[260/486] Loss: 0.091, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:26 transreid.train INFO: Epoch[116] Iter[270/486] Loss: 0.089, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:28 transreid.train INFO: Epoch[116] Iter[280/486] Loss: 0.088, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:31 transreid.train INFO: Epoch[116] Iter[290/486] Loss: 0.087, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:33 transreid.train INFO: Epoch[116] Iter[300/486] Loss: 0.086, Acc: 0.996, Base Lr: 1.89e-06
2024-05-19 01:36:36 transreid.train INFO: Epoch[116] Iter[310/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:38 transreid.train INFO: Epoch[116] Iter[320/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:41 transreid.train INFO: Epoch[116] Iter[330/486] Loss: 0.082, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:43 transreid.train INFO: Epoch[116] Iter[340/486] Loss: 0.080, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:45 transreid.train INFO: Epoch[116] Iter[350/486] Loss: 0.079, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:48 transreid.train INFO: Epoch[116] Iter[360/486] Loss: 0.078, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:50 transreid.train INFO: Epoch[116] Iter[370/486] Loss: 0.077, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:53 transreid.train INFO: Epoch[116] Iter[380/486] Loss: 0.076, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:55 transreid.train INFO: Epoch[116] Iter[390/486] Loss: 0.075, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:36:58 transreid.train INFO: Epoch[116] Iter[400/486] Loss: 0.074, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:00 transreid.train INFO: Epoch[116] Iter[410/486] Loss: 0.073, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:03 transreid.train INFO: Epoch[116] Iter[420/486] Loss: 0.072, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:05 transreid.train INFO: Epoch[116] Iter[430/486] Loss: 0.071, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:08 transreid.train INFO: Epoch[116] Iter[440/486] Loss: 0.070, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:10 transreid.train INFO: Epoch[116] Iter[450/486] Loss: 0.068, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:13 transreid.train INFO: Epoch[116] Iter[460/486] Loss: 0.067, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:15 transreid.train INFO: Epoch[116] Iter[470/486] Loss: 0.067, Acc: 0.997, Base Lr: 1.89e-06
2024-05-19 01:37:16 transreid.train INFO: Epoch 116 done. Time per epoch: 121.131[s] Speed: 249.9[samples/s]
2024-05-19 01:37:24 transreid.train INFO: Epoch[117] Iter[10/486] Loss: 0.127, Acc: 0.986, Base Lr: 1.42e-06
2024-05-19 01:37:27 transreid.train INFO: Epoch[117] Iter[20/486] Loss: 0.136, Acc: 0.986, Base Lr: 1.42e-06
2024-05-19 01:37:29 transreid.train INFO: Epoch[117] Iter[30/486] Loss: 0.125, Acc: 0.991, Base Lr: 1.42e-06
2024-05-19 01:37:32 transreid.train INFO: Epoch[117] Iter[40/486] Loss: 0.122, Acc: 0.993, Base Lr: 1.42e-06
2024-05-19 01:37:34 transreid.train INFO: Epoch[117] Iter[50/486] Loss: 0.118, Acc: 0.994, Base Lr: 1.42e-06
2024-05-19 01:37:37 transreid.train INFO: Epoch[117] Iter[60/486] Loss: 0.113, Acc: 0.995, Base Lr: 1.42e-06
2024-05-19 01:37:39 transreid.train INFO: Epoch[117] Iter[70/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.42e-06
2024-05-19 01:37:42 transreid.train INFO: Epoch[117] Iter[80/486] Loss: 0.111, Acc: 0.995, Base Lr: 1.42e-06
2024-05-19 01:37:44 transreid.train INFO: Epoch[117] Iter[90/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.42e-06
2024-05-19 01:37:47 transreid.train INFO: Epoch[117] Iter[100/486] Loss: 0.109, Acc: 0.996, Base Lr: 1.42e-06
2024-05-19 01:37:49 transreid.train INFO: Epoch[117] Iter[110/486] Loss: 0.108, Acc: 0.996, Base Lr: 1.42e-06
2024-05-19 01:37:51 transreid.train INFO: Epoch[117] Iter[120/486] Loss: 0.106, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:37:54 transreid.train INFO: Epoch[117] Iter[130/486] Loss: 0.105, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:37:56 transreid.train INFO: Epoch[117] Iter[140/486] Loss: 0.104, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:37:59 transreid.train INFO: Epoch[117] Iter[150/486] Loss: 0.102, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:01 transreid.train INFO: Epoch[117] Iter[160/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:04 transreid.train INFO: Epoch[117] Iter[170/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:06 transreid.train INFO: Epoch[117] Iter[180/486] Loss: 0.098, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:09 transreid.train INFO: Epoch[117] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:11 transreid.train INFO: Epoch[117] Iter[200/486] Loss: 0.095, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:14 transreid.train INFO: Epoch[117] Iter[210/486] Loss: 0.094, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:16 transreid.train INFO: Epoch[117] Iter[220/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:19 transreid.train INFO: Epoch[117] Iter[230/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.42e-06
2024-05-19 01:38:21 transreid.train INFO: Epoch[117] Iter[240/486] Loss: 0.091, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:24 transreid.train INFO: Epoch[117] Iter[250/486] Loss: 0.089, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:26 transreid.train INFO: Epoch[117] Iter[260/486] Loss: 0.088, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:29 transreid.train INFO: Epoch[117] Iter[270/486] Loss: 0.087, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:31 transreid.train INFO: Epoch[117] Iter[280/486] Loss: 0.085, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:34 transreid.train INFO: Epoch[117] Iter[290/486] Loss: 0.084, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:36 transreid.train INFO: Epoch[117] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:39 transreid.train INFO: Epoch[117] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:41 transreid.train INFO: Epoch[117] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:44 transreid.train INFO: Epoch[117] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:46 transreid.train INFO: Epoch[117] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:49 transreid.train INFO: Epoch[117] Iter[350/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:51 transreid.train INFO: Epoch[117] Iter[360/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:53 transreid.train INFO: Epoch[117] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:56 transreid.train INFO: Epoch[117] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:38:58 transreid.train INFO: Epoch[117] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:01 transreid.train INFO: Epoch[117] Iter[400/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:03 transreid.train INFO: Epoch[117] Iter[410/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:06 transreid.train INFO: Epoch[117] Iter[420/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:08 transreid.train INFO: Epoch[117] Iter[430/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:11 transreid.train INFO: Epoch[117] Iter[440/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:13 transreid.train INFO: Epoch[117] Iter[450/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:16 transreid.train INFO: Epoch[117] Iter[460/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:18 transreid.train INFO: Epoch[117] Iter[470/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.42e-06
2024-05-19 01:39:20 transreid.train INFO: Epoch 117 done. Time per epoch: 123.638[s] Speed: 245.9[samples/s]
2024-05-19 01:39:27 transreid.train INFO: Epoch[118] Iter[10/486] Loss: 0.137, Acc: 0.986, Base Lr: 1.07e-06
2024-05-19 01:39:29 transreid.train INFO: Epoch[118] Iter[20/486] Loss: 0.121, Acc: 0.992, Base Lr: 1.07e-06
2024-05-19 01:39:32 transreid.train INFO: Epoch[118] Iter[30/486] Loss: 0.108, Acc: 0.994, Base Lr: 1.07e-06
2024-05-19 01:39:34 transreid.train INFO: Epoch[118] Iter[40/486] Loss: 0.100, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:37 transreid.train INFO: Epoch[118] Iter[50/486] Loss: 0.100, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:39:39 transreid.train INFO: Epoch[118] Iter[60/486] Loss: 0.107, Acc: 0.995, Base Lr: 1.07e-06
2024-05-19 01:39:42 transreid.train INFO: Epoch[118] Iter[70/486] Loss: 0.104, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:44 transreid.train INFO: Epoch[118] Iter[80/486] Loss: 0.103, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:47 transreid.train INFO: Epoch[118] Iter[90/486] Loss: 0.102, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:49 transreid.train INFO: Epoch[118] Iter[100/486] Loss: 0.099, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:52 transreid.train INFO: Epoch[118] Iter[110/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:54 transreid.train INFO: Epoch[118] Iter[120/486] Loss: 0.098, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:56 transreid.train INFO: Epoch[118] Iter[130/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:39:59 transreid.train INFO: Epoch[118] Iter[140/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:40:01 transreid.train INFO: Epoch[118] Iter[150/486] Loss: 0.097, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:40:04 transreid.train INFO: Epoch[118] Iter[160/486] Loss: 0.096, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:40:06 transreid.train INFO: Epoch[118] Iter[170/486] Loss: 0.095, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:40:09 transreid.train INFO: Epoch[118] Iter[180/486] Loss: 0.094, Acc: 0.996, Base Lr: 1.07e-06
2024-05-19 01:40:11 transreid.train INFO: Epoch[118] Iter[190/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:14 transreid.train INFO: Epoch[118] Iter[200/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:16 transreid.train INFO: Epoch[118] Iter[210/486] Loss: 0.093, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:19 transreid.train INFO: Epoch[118] Iter[220/486] Loss: 0.092, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:21 transreid.train INFO: Epoch[118] Iter[230/486] Loss: 0.090, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:24 transreid.train INFO: Epoch[118] Iter[240/486] Loss: 0.089, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:26 transreid.train INFO: Epoch[118] Iter[250/486] Loss: 0.088, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:29 transreid.train INFO: Epoch[118] Iter[260/486] Loss: 0.087, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:31 transreid.train INFO: Epoch[118] Iter[270/486] Loss: 0.086, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:34 transreid.train INFO: Epoch[118] Iter[280/486] Loss: 0.085, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:36 transreid.train INFO: Epoch[118] Iter[290/486] Loss: 0.084, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:39 transreid.train INFO: Epoch[118] Iter[300/486] Loss: 0.083, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:41 transreid.train INFO: Epoch[118] Iter[310/486] Loss: 0.081, Acc: 0.997, Base Lr: 1.07e-06
2024-05-19 01:40:44 transreid.train INFO: Epoch[118] Iter[320/486] Loss: 0.080, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:46 transreid.train INFO: Epoch[118] Iter[330/486] Loss: 0.079, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:49 transreid.train INFO: Epoch[118] Iter[340/486] Loss: 0.078, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:51 transreid.train INFO: Epoch[118] Iter[350/486] Loss: 0.077, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:53 transreid.train INFO: Epoch[118] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:56 transreid.train INFO: Epoch[118] Iter[370/486] Loss: 0.074, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:40:58 transreid.train INFO: Epoch[118] Iter[380/486] Loss: 0.075, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:01 transreid.train INFO: Epoch[118] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:03 transreid.train INFO: Epoch[118] Iter[400/486] Loss: 0.073, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:06 transreid.train INFO: Epoch[118] Iter[410/486] Loss: 0.072, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:08 transreid.train INFO: Epoch[118] Iter[420/486] Loss: 0.071, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:11 transreid.train INFO: Epoch[118] Iter[430/486] Loss: 0.070, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:13 transreid.train INFO: Epoch[118] Iter[440/486] Loss: 0.069, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:16 transreid.train INFO: Epoch[118] Iter[450/486] Loss: 0.068, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:18 transreid.train INFO: Epoch[118] Iter[460/486] Loss: 0.067, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:21 transreid.train INFO: Epoch[118] Iter[470/486] Loss: 0.066, Acc: 0.998, Base Lr: 1.07e-06
2024-05-19 01:41:23 transreid.train INFO: Epoch 118 done. Time per epoch: 122.628[s] Speed: 247.9[samples/s]
2024-05-19 01:41:29 transreid.train INFO: Epoch[119] Iter[10/486] Loss: 0.099, Acc: 1.000, Base Lr: 8.68e-07
2024-05-19 01:41:32 transreid.train INFO: Epoch[119] Iter[20/486] Loss: 0.093, Acc: 0.999, Base Lr: 8.68e-07
2024-05-19 01:41:34 transreid.train INFO: Epoch[119] Iter[30/486] Loss: 0.101, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:41:37 transreid.train INFO: Epoch[119] Iter[40/486] Loss: 0.098, Acc: 0.999, Base Lr: 8.68e-07
2024-05-19 01:41:39 transreid.train INFO: Epoch[119] Iter[50/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:42 transreid.train INFO: Epoch[119] Iter[60/486] Loss: 0.107, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:44 transreid.train INFO: Epoch[119] Iter[70/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:47 transreid.train INFO: Epoch[119] Iter[80/486] Loss: 0.107, Acc: 0.996, Base Lr: 8.68e-07
2024-05-19 01:41:49 transreid.train INFO: Epoch[119] Iter[90/486] Loss: 0.107, Acc: 0.996, Base Lr: 8.68e-07
2024-05-19 01:41:52 transreid.train INFO: Epoch[119] Iter[100/486] Loss: 0.108, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:54 transreid.train INFO: Epoch[119] Iter[110/486] Loss: 0.106, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:57 transreid.train INFO: Epoch[119] Iter[120/486] Loss: 0.104, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:41:59 transreid.train INFO: Epoch[119] Iter[130/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:02 transreid.train INFO: Epoch[119] Iter[140/486] Loss: 0.101, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:04 transreid.train INFO: Epoch[119] Iter[150/486] Loss: 0.100, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:07 transreid.train INFO: Epoch[119] Iter[160/486] Loss: 0.099, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:09 transreid.train INFO: Epoch[119] Iter[170/486] Loss: 0.098, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:12 transreid.train INFO: Epoch[119] Iter[180/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:14 transreid.train INFO: Epoch[119] Iter[190/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.68e-07
2024-05-19 01:42:16 transreid.train INFO: Epoch[119] Iter[200/486] Loss: 0.094, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:19 transreid.train INFO: Epoch[119] Iter[210/486] Loss: 0.094, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:21 transreid.train INFO: Epoch[119] Iter[220/486] Loss: 0.093, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:24 transreid.train INFO: Epoch[119] Iter[230/486] Loss: 0.091, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:26 transreid.train INFO: Epoch[119] Iter[240/486] Loss: 0.089, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:29 transreid.train INFO: Epoch[119] Iter[250/486] Loss: 0.088, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:31 transreid.train INFO: Epoch[119] Iter[260/486] Loss: 0.087, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:34 transreid.train INFO: Epoch[119] Iter[270/486] Loss: 0.086, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:36 transreid.train INFO: Epoch[119] Iter[280/486] Loss: 0.085, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:39 transreid.train INFO: Epoch[119] Iter[290/486] Loss: 0.084, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:41 transreid.train INFO: Epoch[119] Iter[300/486] Loss: 0.083, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:44 transreid.train INFO: Epoch[119] Iter[310/486] Loss: 0.082, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:46 transreid.train INFO: Epoch[119] Iter[320/486] Loss: 0.081, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:49 transreid.train INFO: Epoch[119] Iter[330/486] Loss: 0.080, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:51 transreid.train INFO: Epoch[119] Iter[340/486] Loss: 0.079, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:54 transreid.train INFO: Epoch[119] Iter[350/486] Loss: 0.078, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:56 transreid.train INFO: Epoch[119] Iter[360/486] Loss: 0.076, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:42:59 transreid.train INFO: Epoch[119] Iter[370/486] Loss: 0.075, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:01 transreid.train INFO: Epoch[119] Iter[380/486] Loss: 0.074, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:04 transreid.train INFO: Epoch[119] Iter[390/486] Loss: 0.073, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:06 transreid.train INFO: Epoch[119] Iter[400/486] Loss: 0.072, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:09 transreid.train INFO: Epoch[119] Iter[410/486] Loss: 0.071, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:11 transreid.train INFO: Epoch[119] Iter[420/486] Loss: 0.070, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:14 transreid.train INFO: Epoch[119] Iter[430/486] Loss: 0.069, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:16 transreid.train INFO: Epoch[119] Iter[440/486] Loss: 0.068, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:18 transreid.train INFO: Epoch[119] Iter[450/486] Loss: 0.067, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:21 transreid.train INFO: Epoch[119] Iter[460/486] Loss: 0.066, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:23 transreid.train INFO: Epoch[119] Iter[470/486] Loss: 0.065, Acc: 0.998, Base Lr: 8.68e-07
2024-05-19 01:43:25 transreid.train INFO: Epoch 119 done. Time per epoch: 122.398[s] Speed: 247.8[samples/s]
2024-05-19 01:43:32 transreid.train INFO: Epoch[120] Iter[10/486] Loss: 0.086, Acc: 0.998, Base Lr: 8.00e-07
2024-05-19 01:43:34 transreid.train INFO: Epoch[120] Iter[20/486] Loss: 0.084, Acc: 0.999, Base Lr: 8.00e-07
2024-05-19 01:43:37 transreid.train INFO: Epoch[120] Iter[30/486] Loss: 0.101, Acc: 0.996, Base Lr: 8.00e-07
2024-05-19 01:43:39 transreid.train INFO: Epoch[120] Iter[40/486] Loss: 0.104, Acc: 0.996, Base Lr: 8.00e-07
2024-05-19 01:43:42 transreid.train INFO: Epoch[120] Iter[50/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:44 transreid.train INFO: Epoch[120] Iter[60/486] Loss: 0.105, Acc: 0.996, Base Lr: 8.00e-07
2024-05-19 01:43:47 transreid.train INFO: Epoch[120] Iter[70/486] Loss: 0.104, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:49 transreid.train INFO: Epoch[120] Iter[80/486] Loss: 0.103, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:52 transreid.train INFO: Epoch[120] Iter[90/486] Loss: 0.104, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:54 transreid.train INFO: Epoch[120] Iter[100/486] Loss: 0.105, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:57 transreid.train INFO: Epoch[120] Iter[110/486] Loss: 0.102, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:43:59 transreid.train INFO: Epoch[120] Iter[120/486] Loss: 0.101, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:02 transreid.train INFO: Epoch[120] Iter[130/486] Loss: 0.101, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:04 transreid.train INFO: Epoch[120] Iter[140/486] Loss: 0.100, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:06 transreid.train INFO: Epoch[120] Iter[150/486] Loss: 0.098, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:09 transreid.train INFO: Epoch[120] Iter[160/486] Loss: 0.098, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:11 transreid.train INFO: Epoch[120] Iter[170/486] Loss: 0.097, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:14 transreid.train INFO: Epoch[120] Iter[180/486] Loss: 0.096, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:16 transreid.train INFO: Epoch[120] Iter[190/486] Loss: 0.095, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:19 transreid.train INFO: Epoch[120] Iter[200/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:21 transreid.train INFO: Epoch[120] Iter[210/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:24 transreid.train INFO: Epoch[120] Iter[220/486] Loss: 0.094, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:26 transreid.train INFO: Epoch[120] Iter[230/486] Loss: 0.093, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:29 transreid.train INFO: Epoch[120] Iter[240/486] Loss: 0.091, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:31 transreid.train INFO: Epoch[120] Iter[250/486] Loss: 0.090, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:34 transreid.train INFO: Epoch[120] Iter[260/486] Loss: 0.089, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:36 transreid.train INFO: Epoch[120] Iter[270/486] Loss: 0.088, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:39 transreid.train INFO: Epoch[120] Iter[280/486] Loss: 0.087, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:41 transreid.train INFO: Epoch[120] Iter[290/486] Loss: 0.085, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:43 transreid.train INFO: Epoch[120] Iter[300/486] Loss: 0.084, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:46 transreid.train INFO: Epoch[120] Iter[310/486] Loss: 0.083, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:48 transreid.train INFO: Epoch[120] Iter[320/486] Loss: 0.082, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:51 transreid.train INFO: Epoch[120] Iter[330/486] Loss: 0.081, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:53 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.079, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:56 transreid.train INFO: Epoch[120] Iter[350/486] Loss: 0.078, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:44:58 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.077, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:01 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.076, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:03 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.075, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:06 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.073, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:08 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.073, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:11 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.072, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:13 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.071, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:16 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.069, Acc: 0.997, Base Lr: 8.00e-07
2024-05-19 01:45:18 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.068, Acc: 0.998, Base Lr: 8.00e-07
2024-05-19 01:45:21 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.067, Acc: 0.998, Base Lr: 8.00e-07
2024-05-19 01:45:23 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.066, Acc: 0.998, Base Lr: 8.00e-07
2024-05-19 01:45:26 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.065, Acc: 0.998, Base Lr: 8.00e-07
2024-05-19 01:45:27 transreid.train INFO: Epoch 120 done. Time per epoch: 122.131[s] Speed: 248.4[samples/s]
2024-05-19 01:51:17 transreid.train INFO: Validation Results - Epoch: 120
2024-05-19 01:51:17 transreid.train INFO: mAP: 70.9%
2024-05-19 01:51:17 transreid.train INFO: CMC curve, Rank-1  :87.5%
2024-05-19 01:51:17 transreid.train INFO: CMC curve, Rank-5  :93.4%
2024-05-19 01:51:17 transreid.train INFO: CMC curve, Rank-10 :95.1%
