2024-04-30 11:09:55 transreid INFO: Saving model in the path :log/transreid/market/edgenext_xs_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 11:09:55 transreid INFO: Loaded configuration file configs/market/edgenext_xs.yml
2024-04-30 11:09:55 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  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: 2
  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: edgenext_x_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_x_small.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/transreid/market/edgenext_xs_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  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: 
2024-04-30 11:09:56 transreid.check INFO: Dataset statistics:
2024-04-30 11:09:56 transreid.check INFO:   ----------------------------------------
2024-04-30 11:09:56 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 11:09:56 transreid.check INFO:   ----------------------------------------
2024-04-30 11:09:56 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 11:09:56 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 11:09:56 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 11:09:56 transreid.check INFO:   ----------------------------------------
2024-04-30 11:09:57 transreid INFO: ===========using cosine learning rate=======
2024-04-30 11:09:57 transreid.train INFO: start training
2024-04-30 11:10:01 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 11.214, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 11:10:03 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 10.683, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 11:10:05 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 10.312, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:07 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 10.077, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:10 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.859, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:12 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.616, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:14 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.363, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:16 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.155, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:18 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.985, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:20 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.845, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:23 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.728, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:25 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.629, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:27 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.543, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:10:29 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.469, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:31 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.404, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:34 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.346, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:36 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.295, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:10:38 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.249, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:10:39 transreid.train INFO: Epoch 1 done. Time per epoch: 41.764[s] Speed: 280.4[samples/s]
2024-04-30 11:10:42 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.435, Acc: 0.005, Base Lr: 8.72e-04
2024-04-30 11:10:44 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.419, Acc: 0.008, Base Lr: 8.72e-04
2024-04-30 11:10:46 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.407, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:10:48 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.398, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:10:50 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.391, Acc: 0.016, Base Lr: 8.72e-04
2024-04-30 11:10:53 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.384, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:10:55 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.378, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:10:57 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.373, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:10:59 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.370, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:11:01 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.366, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:11:04 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.362, Acc: 0.019, Base Lr: 8.72e-04
2024-04-30 11:11:06 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.359, Acc: 0.020, Base Lr: 8.72e-04
2024-04-30 11:11:08 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.355, Acc: 0.022, Base Lr: 8.72e-04
2024-04-30 11:11:10 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.352, Acc: 0.022, Base Lr: 8.72e-04
2024-04-30 11:11:12 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.349, Acc: 0.024, Base Lr: 8.72e-04
2024-04-30 11:11:15 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.344, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:11:17 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.340, Acc: 0.027, Base Lr: 8.72e-04
2024-04-30 11:11:19 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.333, Acc: 0.032, Base Lr: 8.72e-04
2024-04-30 11:11:20 transreid.train INFO: Epoch 2 done. Time per epoch: 40.983[s] Speed: 285.8[samples/s]
2024-04-30 11:11:23 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.304, Acc: 0.008, Base Lr: 1.27e-03
2024-04-30 11:11:25 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.286, Acc: 0.016, Base Lr: 1.27e-03
2024-04-30 11:11:27 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.279, Acc: 0.015, Base Lr: 1.27e-03
2024-04-30 11:11:29 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.271, Acc: 0.018, Base Lr: 1.27e-03
2024-04-30 11:11:31 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.262, Acc: 0.019, Base Lr: 1.27e-03
2024-04-30 11:11:33 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.259, Acc: 0.019, Base Lr: 1.27e-03
2024-04-30 11:11:36 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.254, Acc: 0.018, Base Lr: 1.27e-03
2024-04-30 11:11:38 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.250, Acc: 0.021, Base Lr: 1.27e-03
2024-04-30 11:11:40 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.243, Acc: 0.023, Base Lr: 1.27e-03
2024-04-30 11:11:42 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.235, Acc: 0.024, Base Lr: 1.27e-03
2024-04-30 11:11:44 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.228, Acc: 0.024, Base Lr: 1.27e-03
2024-04-30 11:11:46 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.221, Acc: 0.025, Base Lr: 1.27e-03
2024-04-30 11:11:49 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.214, Acc: 0.027, Base Lr: 1.27e-03
2024-04-30 11:11:51 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.204, Acc: 0.027, Base Lr: 1.27e-03
2024-04-30 11:11:53 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.192, Acc: 0.031, Base Lr: 1.27e-03
2024-04-30 11:11:55 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.181, Acc: 0.032, Base Lr: 1.27e-03
2024-04-30 11:11:57 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.171, Acc: 0.034, Base Lr: 1.27e-03
2024-04-30 11:11:59 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.151, Acc: 0.038, Base Lr: 1.27e-03
2024-04-30 11:12:00 transreid.train INFO: Epoch 3 done. Time per epoch: 40.405[s] Speed: 289.9[samples/s]
2024-04-30 11:12:03 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.124, Acc: 0.014, Base Lr: 1.66e-03
2024-04-30 11:12:05 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.100, Acc: 0.013, Base Lr: 1.66e-03
2024-04-30 11:12:07 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.086, Acc: 0.011, Base Lr: 1.66e-03
2024-04-30 11:12:09 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.088, Acc: 0.011, Base Lr: 1.66e-03
2024-04-30 11:12:12 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.085, Acc: 0.010, Base Lr: 1.66e-03
2024-04-30 11:12:14 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.069, Acc: 0.010, Base Lr: 1.66e-03
2024-04-30 11:12:16 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.056, Acc: 0.011, Base Lr: 1.66e-03
2024-04-30 11:12:19 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.049, Acc: 0.012, Base Lr: 1.66e-03
2024-04-30 11:12:23 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.037, Acc: 0.016, Base Lr: 1.66e-03
2024-04-30 11:12:27 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.025, Acc: 0.019, Base Lr: 1.66e-03
2024-04-30 11:12:31 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.009, Acc: 0.020, Base Lr: 1.66e-03
2024-04-30 11:12:34 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.993, Acc: 0.022, Base Lr: 1.66e-03
2024-04-30 11:12:38 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.972, Acc: 0.027, Base Lr: 1.66e-03
2024-04-30 11:12:42 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.955, Acc: 0.030, Base Lr: 1.66e-03
2024-04-30 11:12:46 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.938, Acc: 0.030, Base Lr: 1.66e-03
2024-04-30 11:12:50 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.914, Acc: 0.032, Base Lr: 1.66e-03
2024-04-30 11:12:54 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.888, Acc: 0.035, Base Lr: 1.66e-03
2024-04-30 11:12:58 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.861, Acc: 0.038, Base Lr: 1.66e-03
2024-04-30 11:13:00 transreid.train INFO: Epoch 4 done. Time per epoch: 59.407[s] Speed: 197.1[samples/s]
2024-04-30 11:13:04 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.894, Acc: 0.009, Base Lr: 2.06e-03
2024-04-30 11:13:08 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.880, Acc: 0.010, Base Lr: 2.06e-03
2024-04-30 11:13:12 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.860, Acc: 0.010, Base Lr: 2.06e-03
2024-04-30 11:13:16 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.845, Acc: 0.011, Base Lr: 2.06e-03
2024-04-30 11:13:20 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.813, Acc: 0.014, Base Lr: 2.06e-03
2024-04-30 11:13:24 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.796, Acc: 0.016, Base Lr: 2.06e-03
2024-04-30 11:13:27 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.772, Acc: 0.021, Base Lr: 2.06e-03
2024-04-30 11:13:31 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.747, Acc: 0.027, Base Lr: 2.06e-03
2024-04-30 11:13:35 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.727, Acc: 0.030, Base Lr: 2.06e-03
2024-04-30 11:13:39 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.699, Acc: 0.033, Base Lr: 2.06e-03
2024-04-30 11:13:43 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.689, Acc: 0.033, Base Lr: 2.06e-03
2024-04-30 11:13:47 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.677, Acc: 0.034, Base Lr: 2.06e-03
2024-04-30 11:13:51 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.667, Acc: 0.033, Base Lr: 2.06e-03
2024-04-30 11:13:55 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.646, Acc: 0.037, Base Lr: 2.06e-03
2024-04-30 11:13:59 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.617, Acc: 0.039, Base Lr: 2.06e-03
2024-04-30 11:14:03 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.590, Acc: 0.043, Base Lr: 2.06e-03
2024-04-30 11:14:07 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.553, Acc: 0.047, Base Lr: 2.06e-03
2024-04-30 11:14:10 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.508, Acc: 0.056, Base Lr: 2.06e-03
2024-04-30 11:14:12 transreid.train INFO: Epoch 5 done. Time per epoch: 72.569[s] Speed: 162.3[samples/s]
2024-04-30 11:14:17 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.610, Acc: 0.023, Base Lr: 2.46e-03
2024-04-30 11:14:21 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.595, Acc: 0.030, Base Lr: 2.46e-03
2024-04-30 11:14:25 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.632, Acc: 0.026, Base Lr: 2.46e-03
2024-04-30 11:14:29 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.609, Acc: 0.026, Base Lr: 2.46e-03
2024-04-30 11:14:33 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.574, Acc: 0.029, Base Lr: 2.46e-03
2024-04-30 11:14:36 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.550, Acc: 0.030, Base Lr: 2.46e-03
2024-04-30 11:14:40 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.529, Acc: 0.032, Base Lr: 2.46e-03
2024-04-30 11:14:44 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.505, Acc: 0.032, Base Lr: 2.46e-03
2024-04-30 11:14:48 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.474, Acc: 0.034, Base Lr: 2.46e-03
2024-04-30 11:14:52 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.458, Acc: 0.037, Base Lr: 2.46e-03
2024-04-30 11:14:56 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.424, Acc: 0.042, Base Lr: 2.46e-03
2024-04-30 11:15:00 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.392, Acc: 0.047, Base Lr: 2.46e-03
2024-04-30 11:15:04 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.372, Acc: 0.048, Base Lr: 2.46e-03
2024-04-30 11:15:08 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.343, Acc: 0.053, Base Lr: 2.46e-03
2024-04-30 11:15:12 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.305, Acc: 0.058, Base Lr: 2.46e-03
2024-04-30 11:15:16 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.268, Acc: 0.062, Base Lr: 2.46e-03
2024-04-30 11:15:19 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.215, Acc: 0.073, Base Lr: 2.46e-03
2024-04-30 11:15:23 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.156, Acc: 0.084, Base Lr: 2.46e-03
2024-04-30 11:15:24 transreid.train INFO: Epoch 6 done. Time per epoch: 71.912[s] Speed: 162.9[samples/s]
2024-04-30 11:15:29 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.388, Acc: 0.023, Base Lr: 2.85e-03
2024-04-30 11:15:33 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.395, Acc: 0.034, Base Lr: 2.85e-03
2024-04-30 11:15:36 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.314, Acc: 0.045, Base Lr: 2.85e-03
2024-04-30 11:15:40 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.318, Acc: 0.044, Base Lr: 2.85e-03
2024-04-30 11:15:44 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.279, Acc: 0.047, Base Lr: 2.85e-03
2024-04-30 11:15:48 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.226, Acc: 0.054, Base Lr: 2.85e-03
2024-04-30 11:15:52 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.187, Acc: 0.058, Base Lr: 2.85e-03
2024-04-30 11:15:56 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.162, Acc: 0.057, Base Lr: 2.85e-03
2024-04-30 11:16:00 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.127, Acc: 0.061, Base Lr: 2.85e-03
2024-04-30 11:16:04 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.102, Acc: 0.063, Base Lr: 2.85e-03
2024-04-30 11:16:08 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.088, Acc: 0.063, Base Lr: 2.85e-03
2024-04-30 11:16:12 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.066, Acc: 0.065, Base Lr: 2.85e-03
2024-04-30 11:16:16 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.036, Acc: 0.068, Base Lr: 2.85e-03
2024-04-30 11:16:20 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 6.003, Acc: 0.071, Base Lr: 2.85e-03
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2024-04-30 11:16:37 transreid.train INFO: Epoch 7 done. Time per epoch: 72.840[s] Speed: 160.8[samples/s]
2024-04-30 11:16:41 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.095, Acc: 0.055, Base Lr: 3.25e-03
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2024-04-30 11:17:50 transreid.train INFO: Epoch 8 done. Time per epoch: 73.214[s] Speed: 160.0[samples/s]
2024-04-30 11:17:55 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 5.910, Acc: 0.072, Base Lr: 3.64e-03
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2024-04-30 11:19:02 transreid.train INFO: Epoch 9 done. Time per epoch: 72.389[s] Speed: 162.7[samples/s]
2024-04-30 11:19:07 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 5.513, Acc: 0.119, Base Lr: 4.04e-03
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2024-04-30 11:20:15 transreid.train INFO: Epoch 10 done. Time per epoch: 72.427[s] Speed: 161.7[samples/s]
2024-04-30 11:20:19 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.274, Acc: 0.155, Base Lr: 4.44e-03
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2024-04-30 11:21:28 transreid.train INFO: Epoch 11 done. Time per epoch: 73.185[s] Speed: 160.0[samples/s]
2024-04-30 11:21:33 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 4.958, Acc: 0.173, Base Lr: 4.83e-03
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2024-04-30 11:22:40 transreid.train INFO: Epoch 12 done. Time per epoch: 72.175[s] Speed: 162.3[samples/s]
2024-04-30 11:22:45 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.003, Acc: 0.180, Base Lr: 5.23e-03
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2024-04-30 11:23:53 transreid.train INFO: Epoch 13 done. Time per epoch: 72.496[s] Speed: 161.6[samples/s]
2024-04-30 11:23:57 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 4.242, Acc: 0.278, Base Lr: 5.62e-03
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2024-04-30 11:25:05 transreid.train INFO: Epoch 14 done. Time per epoch: 72.688[s] Speed: 162.0[samples/s]
2024-04-30 11:25:10 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 3.894, Acc: 0.327, Base Lr: 6.02e-03
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2024-04-30 11:26:19 transreid.train INFO: Epoch 15 done. Time per epoch: 73.524[s] Speed: 159.3[samples/s]
2024-04-30 11:26:24 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 3.693, Acc: 0.383, Base Lr: 6.42e-03
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2024-04-30 11:27:32 transreid.train INFO: Epoch 16 done. Time per epoch: 72.622[s] Speed: 161.3[samples/s]
2024-04-30 11:27:36 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 3.165, Acc: 0.450, Base Lr: 6.81e-03
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2024-04-30 11:28:44 transreid.train INFO: Epoch 17 done. Time per epoch: 72.669[s] Speed: 161.2[samples/s]
2024-04-30 11:28:49 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 2.998, Acc: 0.512, Base Lr: 7.21e-03
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2024-04-30 11:29:58 transreid.train INFO: Epoch 18 done. Time per epoch: 73.378[s] Speed: 159.6[samples/s]
2024-04-30 11:30:02 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 2.744, Acc: 0.539, Base Lr: 7.60e-03
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2024-04-30 11:31:10 transreid.train INFO: Epoch 19 done. Time per epoch: 72.548[s] Speed: 162.3[samples/s]
2024-04-30 11:31:15 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 2.150, Acc: 0.630, Base Lr: 7.47e-03
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2024-04-30 11:32:23 transreid.train INFO: Epoch 20 done. Time per epoch: 73.246[s] Speed: 159.9[samples/s]
2024-04-30 11:32:56 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 11:32:56 transreid.train INFO: mAP: 52.8%
2024-04-30 11:32:56 transreid.train INFO: CMC curve, Rank-1  :74.2%
2024-04-30 11:32:56 transreid.train INFO: CMC curve, Rank-5  :89.3%
2024-04-30 11:32:56 transreid.train INFO: CMC curve, Rank-10 :93.2%
2024-04-30 11:33:01 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 2.304, Acc: 0.600, Base Lr: 7.41e-03
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2024-04-30 11:34:03 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 1.413, Acc: 0.794, Base Lr: 7.41e-03
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2024-04-30 11:34:09 transreid.train INFO: Epoch 21 done. Time per epoch: 72.717[s] Speed: 161.9[samples/s]
2024-04-30 11:34:14 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 1.816, Acc: 0.669, Base Lr: 7.36e-03
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2024-04-30 11:35:22 transreid.train INFO: Epoch 22 done. Time per epoch: 73.603[s] Speed: 159.1[samples/s]
2024-04-30 11:35:27 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 1.602, Acc: 0.714, Base Lr: 7.30e-03
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2024-04-30 11:36:15 transreid.train INFO: Epoch[23] Iter[130/186] Loss: 1.205, Acc: 0.834, Base Lr: 7.30e-03
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2024-04-30 11:36:36 transreid.train INFO: Epoch 23 done. Time per epoch: 73.881[s] Speed: 158.5[samples/s]
2024-04-30 11:36:41 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 1.356, Acc: 0.742, Base Lr: 7.24e-03
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2024-04-30 11:37:49 transreid.train INFO: Epoch 24 done. Time per epoch: 72.626[s] Speed: 162.1[samples/s]
2024-04-30 11:37:53 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 1.285, Acc: 0.778, Base Lr: 7.18e-03
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2024-04-30 11:39:02 transreid.train INFO: Epoch 25 done. Time per epoch: 72.951[s] Speed: 160.5[samples/s]
2024-04-30 11:39:07 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 1.133, Acc: 0.822, Base Lr: 7.11e-03
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2024-04-30 11:40:15 transreid.train INFO: Epoch 26 done. Time per epoch: 73.127[s] Speed: 160.2[samples/s]
2024-04-30 11:40:20 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 1.096, Acc: 0.828, Base Lr: 7.04e-03
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2024-04-30 11:41:28 transreid.train INFO: Epoch 27 done. Time per epoch: 73.014[s] Speed: 160.4[samples/s]
2024-04-30 11:41:33 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.827, Acc: 0.881, Base Lr: 6.97e-03
2024-04-30 11:41:37 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.783, Acc: 0.888, Base Lr: 6.97e-03
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2024-04-30 11:42:42 transreid.train INFO: Epoch 28 done. Time per epoch: 73.660[s] Speed: 159.0[samples/s]
2024-04-30 11:42:46 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.821, Acc: 0.878, Base Lr: 6.90e-03
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2024-04-30 11:43:54 transreid.train INFO: Epoch 29 done. Time per epoch: 72.896[s] Speed: 160.7[samples/s]
2024-04-30 11:43:59 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.742, Acc: 0.909, Base Lr: 6.83e-03
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2024-04-30 11:45:08 transreid.train INFO: Epoch 30 done. Time per epoch: 73.403[s] Speed: 160.4[samples/s]
2024-04-30 11:45:13 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.686, Acc: 0.925, Base Lr: 6.76e-03
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2024-04-30 11:46:22 transreid.train INFO: Epoch 31 done. Time per epoch: 73.636[s] Speed: 158.2[samples/s]
2024-04-30 11:46:26 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.691, Acc: 0.902, Base Lr: 6.68e-03
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2024-04-30 11:47:35 transreid.train INFO: Epoch 32 done. Time per epoch: 73.903[s] Speed: 158.5[samples/s]
2024-04-30 11:47:40 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.595, Acc: 0.927, Base Lr: 6.60e-03
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2024-04-30 11:48:49 transreid.train INFO: Epoch 33 done. Time per epoch: 73.210[s] Speed: 160.9[samples/s]
2024-04-30 11:48:53 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.484, Acc: 0.936, Base Lr: 6.52e-03
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2024-04-30 11:50:03 transreid.train INFO: Epoch 34 done. Time per epoch: 74.208[s] Speed: 158.7[samples/s]
2024-04-30 11:50:07 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.552, Acc: 0.947, Base Lr: 6.44e-03
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2024-04-30 11:51:16 transreid.train INFO: Epoch 35 done. Time per epoch: 73.494[s] Speed: 160.2[samples/s]
2024-04-30 11:51:21 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.486, Acc: 0.944, Base Lr: 6.35e-03
2024-04-30 11:51:25 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.508, Acc: 0.940, Base Lr: 6.35e-03
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2024-04-30 11:52:29 transreid.train INFO: Epoch 36 done. Time per epoch: 73.008[s] Speed: 161.3[samples/s]
2024-04-30 11:52:34 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.457, Acc: 0.953, Base Lr: 6.27e-03
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2024-04-30 11:53:02 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.409, Acc: 0.954, Base Lr: 6.27e-03
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2024-04-30 11:53:43 transreid.train INFO: Epoch 37 done. Time per epoch: 73.996[s] Speed: 159.1[samples/s]
2024-04-30 11:53:48 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.430, Acc: 0.950, Base Lr: 6.18e-03
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2024-04-30 11:54:56 transreid.train INFO: Epoch 38 done. Time per epoch: 72.477[s] Speed: 161.6[samples/s]
2024-04-30 11:55:01 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.451, Acc: 0.964, Base Lr: 6.09e-03
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2024-04-30 11:55:44 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.373, Acc: 0.966, Base Lr: 6.09e-03
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2024-04-30 11:56:00 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.355, Acc: 0.968, Base Lr: 6.09e-03
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2024-04-30 11:56:09 transreid.train INFO: Epoch 39 done. Time per epoch: 73.457[s] Speed: 159.4[samples/s]
2024-04-30 11:56:14 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.417, Acc: 0.969, Base Lr: 6.00e-03
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2024-04-30 11:57:14 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.343, Acc: 0.970, Base Lr: 6.00e-03
2024-04-30 11:57:18 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.336, Acc: 0.971, Base Lr: 6.00e-03
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2024-04-30 11:57:23 transreid.train INFO: Epoch 40 done. Time per epoch: 73.482[s] Speed: 159.4[samples/s]
2024-04-30 11:57:55 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 11:57:55 transreid.train INFO: mAP: 66.5%
2024-04-30 11:57:55 transreid.train INFO: CMC curve, Rank-1  :83.7%
2024-04-30 11:57:55 transreid.train INFO: CMC curve, Rank-5  :94.2%
2024-04-30 11:57:55 transreid.train INFO: CMC curve, Rank-10 :96.2%
2024-04-30 11:58:00 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.459, Acc: 0.947, Base Lr: 5.91e-03
2024-04-30 11:58:04 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.390, Acc: 0.958, Base Lr: 5.91e-03
2024-04-30 11:58:08 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.388, Acc: 0.961, Base Lr: 5.91e-03
2024-04-30 11:58:12 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.388, Acc: 0.962, Base Lr: 5.91e-03
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2024-04-30 11:58:20 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.371, Acc: 0.964, Base Lr: 5.91e-03
2024-04-30 11:58:23 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.371, Acc: 0.965, Base Lr: 5.91e-03
2024-04-30 11:58:27 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.368, Acc: 0.965, Base Lr: 5.91e-03
2024-04-30 11:58:31 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.360, Acc: 0.965, Base Lr: 5.91e-03
2024-04-30 11:58:35 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.361, Acc: 0.963, Base Lr: 5.91e-03
2024-04-30 11:58:39 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.351, Acc: 0.964, Base Lr: 5.91e-03
2024-04-30 11:58:43 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.342, Acc: 0.966, Base Lr: 5.91e-03
2024-04-30 11:58:47 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.340, Acc: 0.966, Base Lr: 5.91e-03
2024-04-30 11:58:50 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.334, Acc: 0.967, Base Lr: 5.91e-03
2024-04-30 11:58:54 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.331, Acc: 0.967, Base Lr: 5.91e-03
2024-04-30 11:58:58 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.327, Acc: 0.968, Base Lr: 5.91e-03
2024-04-30 11:59:03 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.322, Acc: 0.969, Base Lr: 5.91e-03
2024-04-30 11:59:07 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.313, Acc: 0.970, Base Lr: 5.91e-03
2024-04-30 11:59:08 transreid.train INFO: Epoch 41 done. Time per epoch: 73.131[s] Speed: 161.0[samples/s]
2024-04-30 11:59:13 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.366, Acc: 0.955, Base Lr: 5.82e-03
2024-04-30 11:59:17 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.379, Acc: 0.956, Base Lr: 5.82e-03
2024-04-30 11:59:21 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.340, Acc: 0.967, Base Lr: 5.82e-03
2024-04-30 11:59:25 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.318, Acc: 0.972, Base Lr: 5.82e-03
2024-04-30 11:59:29 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.314, Acc: 0.971, Base Lr: 5.82e-03
2024-04-30 11:59:33 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.308, Acc: 0.972, Base Lr: 5.82e-03
2024-04-30 11:59:37 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.311, Acc: 0.971, Base Lr: 5.82e-03
2024-04-30 11:59:41 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.307, Acc: 0.973, Base Lr: 5.82e-03
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2024-04-30 12:00:01 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.285, Acc: 0.975, Base Lr: 5.82e-03
2024-04-30 12:00:05 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.285, Acc: 0.975, Base Lr: 5.82e-03
2024-04-30 12:00:08 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.285, Acc: 0.975, Base Lr: 5.82e-03
2024-04-30 12:00:12 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.282, Acc: 0.976, Base Lr: 5.82e-03
2024-04-30 12:00:16 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.278, Acc: 0.977, Base Lr: 5.82e-03
2024-04-30 12:00:20 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.276, Acc: 0.977, Base Lr: 5.82e-03
2024-04-30 12:00:22 transreid.train INFO: Epoch 42 done. Time per epoch: 73.429[s] Speed: 160.4[samples/s]
2024-04-30 12:00:27 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.422, Acc: 0.950, Base Lr: 5.73e-03
2024-04-30 12:00:31 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.356, Acc: 0.957, Base Lr: 5.73e-03
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2024-04-30 12:00:38 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.310, Acc: 0.968, Base Lr: 5.73e-03
2024-04-30 12:00:42 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.303, Acc: 0.969, Base Lr: 5.73e-03
2024-04-30 12:00:46 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.305, Acc: 0.968, Base Lr: 5.73e-03
2024-04-30 12:00:51 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.310, Acc: 0.969, Base Lr: 5.73e-03
2024-04-30 12:00:54 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.308, Acc: 0.969, Base Lr: 5.73e-03
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2024-04-30 12:01:02 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.308, Acc: 0.969, Base Lr: 5.73e-03
2024-04-30 12:01:06 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.309, Acc: 0.970, Base Lr: 5.73e-03
2024-04-30 12:01:10 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.301, Acc: 0.971, Base Lr: 5.73e-03
2024-04-30 12:01:14 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.297, Acc: 0.972, Base Lr: 5.73e-03
2024-04-30 12:01:18 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.298, Acc: 0.973, Base Lr: 5.73e-03
2024-04-30 12:01:22 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.291, Acc: 0.973, Base Lr: 5.73e-03
2024-04-30 12:01:25 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.285, Acc: 0.975, Base Lr: 5.73e-03
2024-04-30 12:01:29 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.280, Acc: 0.975, Base Lr: 5.73e-03
2024-04-30 12:01:33 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.275, Acc: 0.976, Base Lr: 5.73e-03
2024-04-30 12:01:35 transreid.train INFO: Epoch 43 done. Time per epoch: 72.962[s] Speed: 161.4[samples/s]
2024-04-30 12:01:40 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.317, Acc: 0.972, Base Lr: 5.63e-03
2024-04-30 12:01:44 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.310, Acc: 0.967, Base Lr: 5.63e-03
2024-04-30 12:01:47 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.301, Acc: 0.972, Base Lr: 5.63e-03
2024-04-30 12:01:51 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.293, Acc: 0.975, Base Lr: 5.63e-03
2024-04-30 12:01:56 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.278, Acc: 0.977, Base Lr: 5.63e-03
2024-04-30 12:02:00 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.285, Acc: 0.976, Base Lr: 5.63e-03
2024-04-30 12:02:04 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.280, Acc: 0.976, Base Lr: 5.63e-03
2024-04-30 12:02:08 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.279, Acc: 0.977, Base Lr: 5.63e-03
2024-04-30 12:02:12 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.285, Acc: 0.976, Base Lr: 5.63e-03
2024-04-30 12:02:16 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.280, Acc: 0.977, Base Lr: 5.63e-03
2024-04-30 12:02:20 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.281, Acc: 0.977, Base Lr: 5.63e-03
2024-04-30 12:02:24 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.272, Acc: 0.978, Base Lr: 5.63e-03
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2024-04-30 12:02:32 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.262, Acc: 0.979, Base Lr: 5.63e-03
2024-04-30 12:02:35 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.255, Acc: 0.980, Base Lr: 5.63e-03
2024-04-30 12:02:39 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.256, Acc: 0.980, Base Lr: 5.63e-03
2024-04-30 12:02:43 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.257, Acc: 0.980, Base Lr: 5.63e-03
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2024-04-30 12:02:49 transreid.train INFO: Epoch 44 done. Time per epoch: 74.002[s] Speed: 159.1[samples/s]
2024-04-30 12:02:53 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.331, Acc: 0.966, Base Lr: 5.54e-03
2024-04-30 12:02:57 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.294, Acc: 0.967, Base Lr: 5.54e-03
2024-04-30 12:03:01 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.295, Acc: 0.971, Base Lr: 5.54e-03
2024-04-30 12:03:05 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.306, Acc: 0.971, Base Lr: 5.54e-03
2024-04-30 12:03:09 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.314, Acc: 0.969, Base Lr: 5.54e-03
2024-04-30 12:03:13 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.301, Acc: 0.970, Base Lr: 5.54e-03
2024-04-30 12:03:17 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.289, Acc: 0.972, Base Lr: 5.54e-03
2024-04-30 12:03:21 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.288, Acc: 0.972, Base Lr: 5.54e-03
2024-04-30 12:03:25 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.283, Acc: 0.973, Base Lr: 5.54e-03
2024-04-30 12:03:29 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.278, Acc: 0.973, Base Lr: 5.54e-03
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2024-04-30 12:03:37 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.268, Acc: 0.975, Base Lr: 5.54e-03
2024-04-30 12:03:41 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.268, Acc: 0.975, Base Lr: 5.54e-03
2024-04-30 12:03:45 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.274, Acc: 0.975, Base Lr: 5.54e-03
2024-04-30 12:03:49 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.276, Acc: 0.975, Base Lr: 5.54e-03
2024-04-30 12:03:53 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.275, Acc: 0.975, Base Lr: 5.54e-03
2024-04-30 12:03:56 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.270, Acc: 0.976, Base Lr: 5.54e-03
2024-04-30 12:04:00 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.264, Acc: 0.977, Base Lr: 5.54e-03
2024-04-30 12:04:02 transreid.train INFO: Epoch 45 done. Time per epoch: 72.725[s] Speed: 161.0[samples/s]
2024-04-30 12:04:06 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.264, Acc: 0.966, Base Lr: 5.44e-03
2024-04-30 12:04:10 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.256, Acc: 0.973, Base Lr: 5.44e-03
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2024-04-30 12:04:18 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.258, Acc: 0.973, Base Lr: 5.44e-03
2024-04-30 12:04:22 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.254, Acc: 0.973, Base Lr: 5.44e-03
2024-04-30 12:04:26 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.256, Acc: 0.974, Base Lr: 5.44e-03
2024-04-30 12:04:30 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.262, Acc: 0.973, Base Lr: 5.44e-03
2024-04-30 12:04:33 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.263, Acc: 0.974, Base Lr: 5.44e-03
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2024-04-30 12:05:01 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.251, Acc: 0.976, Base Lr: 5.44e-03
2024-04-30 12:05:05 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.254, Acc: 0.976, Base Lr: 5.44e-03
2024-04-30 12:05:09 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.249, Acc: 0.977, Base Lr: 5.44e-03
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2024-04-30 12:05:14 transreid.train INFO: Epoch 46 done. Time per epoch: 72.588[s] Speed: 161.3[samples/s]
2024-04-30 12:05:19 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.303, Acc: 0.963, Base Lr: 5.34e-03
2024-04-30 12:05:23 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.266, Acc: 0.970, Base Lr: 5.34e-03
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2024-04-30 12:05:39 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.227, Acc: 0.978, Base Lr: 5.34e-03
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2024-04-30 12:06:28 transreid.train INFO: Epoch 47 done. Time per epoch: 74.122[s] Speed: 158.9[samples/s]
2024-04-30 12:06:33 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.235, Acc: 0.978, Base Lr: 5.24e-03
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2024-04-30 12:07:42 transreid.train INFO: Epoch 48 done. Time per epoch: 73.522[s] Speed: 160.2[samples/s]
2024-04-30 12:07:47 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.371, Acc: 0.970, Base Lr: 5.14e-03
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2024-04-30 12:08:55 transreid.train INFO: Epoch 49 done. Time per epoch: 73.542[s] Speed: 159.3[samples/s]
2024-04-30 12:09:00 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.205, Acc: 0.991, Base Lr: 5.04e-03
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2024-04-30 12:10:08 transreid.train INFO: Epoch 50 done. Time per epoch: 72.877[s] Speed: 161.6[samples/s]
2024-04-30 12:10:13 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.219, Acc: 0.977, Base Lr: 4.94e-03
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2024-04-30 12:11:21 transreid.train INFO: Epoch 51 done. Time per epoch: 72.591[s] Speed: 162.2[samples/s]
2024-04-30 12:11:26 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.227, Acc: 0.981, Base Lr: 4.84e-03
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2024-04-30 12:12:34 transreid.train INFO: Epoch 52 done. Time per epoch: 73.351[s] Speed: 160.5[samples/s]
2024-04-30 12:12:39 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.257, Acc: 0.970, Base Lr: 4.74e-03
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2024-04-30 12:13:03 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.208, Acc: 0.983, Base Lr: 4.74e-03
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2024-04-30 12:13:47 transreid.train INFO: Epoch 53 done. Time per epoch: 72.790[s] Speed: 161.8[samples/s]
2024-04-30 12:13:52 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.272, Acc: 0.969, Base Lr: 4.63e-03
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2024-04-30 12:14:14 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.207, Acc: 0.979, Base Lr: 4.63e-03
2024-04-30 12:14:19 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.205, Acc: 0.980, Base Lr: 4.63e-03
2024-04-30 12:14:23 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.204, Acc: 0.981, Base Lr: 4.63e-03
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2024-04-30 12:15:09 transreid.train INFO: Epoch 54 done. Time per epoch: 82.485[s] Speed: 142.8[samples/s]
2024-04-30 12:15:15 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.245, Acc: 0.975, Base Lr: 4.53e-03
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2024-04-30 12:15:42 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.203, Acc: 0.982, Base Lr: 4.53e-03
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2024-04-30 12:16:05 transreid.train INFO: Epoch 55 done. Time per epoch: 55.862[s] Speed: 209.7[samples/s]
2024-04-30 12:16:08 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.199, Acc: 0.981, Base Lr: 4.43e-03
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2024-04-30 12:16:47 transreid.train INFO: Epoch 56 done. Time per epoch: 41.668[s] Speed: 281.1[samples/s]
2024-04-30 12:16:50 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.228, Acc: 0.978, Base Lr: 4.32e-03
2024-04-30 12:16:52 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.235, Acc: 0.980, Base Lr: 4.32e-03
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2024-04-30 12:17:03 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.203, Acc: 0.984, Base Lr: 4.32e-03
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2024-04-30 12:17:24 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.187, Acc: 0.985, Base Lr: 4.32e-03
2024-04-30 12:17:26 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.181, Acc: 0.985, Base Lr: 4.32e-03
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2024-04-30 12:17:29 transreid.train INFO: Epoch 57 done. Time per epoch: 42.398[s] Speed: 277.8[samples/s]
2024-04-30 12:17:32 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.178, Acc: 0.984, Base Lr: 4.22e-03
2024-04-30 12:17:35 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.191, Acc: 0.984, Base Lr: 4.22e-03
2024-04-30 12:17:37 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.183, Acc: 0.983, Base Lr: 4.22e-03
2024-04-30 12:17:39 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.174, Acc: 0.983, Base Lr: 4.22e-03
2024-04-30 12:17:41 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.177, Acc: 0.983, Base Lr: 4.22e-03
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2024-04-30 12:17:46 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.173, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 12:17:48 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.181, Acc: 0.986, Base Lr: 4.22e-03
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2024-04-30 12:17:52 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.178, Acc: 0.985, Base Lr: 4.22e-03
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2024-04-30 12:18:03 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.177, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 12:18:07 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.177, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 12:18:10 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.175, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 12:18:15 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.173, Acc: 0.986, Base Lr: 4.22e-03
2024-04-30 12:18:19 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.171, Acc: 0.986, Base Lr: 4.22e-03
2024-04-30 12:18:20 transreid.train INFO: Epoch 58 done. Time per epoch: 50.411[s] Speed: 232.3[samples/s]
2024-04-30 12:18:25 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.231, Acc: 0.977, Base Lr: 4.11e-03
2024-04-30 12:18:28 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.219, Acc: 0.979, Base Lr: 4.11e-03
2024-04-30 12:18:32 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.223, Acc: 0.978, Base Lr: 4.11e-03
2024-04-30 12:18:36 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.207, Acc: 0.979, Base Lr: 4.11e-03
2024-04-30 12:18:40 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.197, Acc: 0.981, Base Lr: 4.11e-03
2024-04-30 12:18:44 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.194, Acc: 0.982, Base Lr: 4.11e-03
2024-04-30 12:18:48 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.190, Acc: 0.981, Base Lr: 4.11e-03
2024-04-30 12:18:52 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.190, Acc: 0.983, Base Lr: 4.11e-03
2024-04-30 12:18:56 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.184, Acc: 0.983, Base Lr: 4.11e-03
2024-04-30 12:19:00 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.182, Acc: 0.984, Base Lr: 4.11e-03
2024-04-30 12:19:04 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.182, Acc: 0.984, Base Lr: 4.11e-03
2024-04-30 12:19:08 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.183, Acc: 0.984, Base Lr: 4.11e-03
2024-04-30 12:19:12 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.179, Acc: 0.984, Base Lr: 4.11e-03
2024-04-30 12:19:16 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.175, Acc: 0.985, Base Lr: 4.11e-03
2024-04-30 12:19:20 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.172, Acc: 0.985, Base Lr: 4.11e-03
2024-04-30 12:19:24 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.167, Acc: 0.986, Base Lr: 4.11e-03
2024-04-30 12:19:28 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.165, Acc: 0.986, Base Lr: 4.11e-03
2024-04-30 12:19:32 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.161, Acc: 0.986, Base Lr: 4.11e-03
2024-04-30 12:19:34 transreid.train INFO: Epoch 59 done. Time per epoch: 73.924[s] Speed: 159.3[samples/s]
2024-04-30 12:19:39 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.202, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:19:42 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.189, Acc: 0.985, Base Lr: 4.01e-03
2024-04-30 12:19:46 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.190, Acc: 0.986, Base Lr: 4.01e-03
2024-04-30 12:19:50 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.189, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:19:54 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.182, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:19:58 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.184, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:20:02 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.189, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:20:06 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.192, Acc: 0.983, Base Lr: 4.01e-03
2024-04-30 12:20:10 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.192, Acc: 0.983, Base Lr: 4.01e-03
2024-04-30 12:20:14 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.192, Acc: 0.983, Base Lr: 4.01e-03
2024-04-30 12:20:18 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.190, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 12:20:22 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.187, Acc: 0.984, Base Lr: 4.01e-03
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2024-04-30 12:20:30 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.178, Acc: 0.986, Base Lr: 4.01e-03
2024-04-30 12:20:34 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.175, Acc: 0.986, Base Lr: 4.01e-03
2024-04-30 12:20:38 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.170, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 12:20:42 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.167, Acc: 0.987, Base Lr: 4.01e-03
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2024-04-30 12:20:47 transreid.train INFO: Epoch 60 done. Time per epoch: 73.176[s] Speed: 160.1[samples/s]
2024-04-30 12:21:18 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 12:21:18 transreid.train INFO: mAP: 69.7%
2024-04-30 12:21:18 transreid.train INFO: CMC curve, Rank-1  :86.7%
2024-04-30 12:21:18 transreid.train INFO: CMC curve, Rank-5  :95.1%
2024-04-30 12:21:18 transreid.train INFO: CMC curve, Rank-10 :96.7%
2024-04-30 12:21:23 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.210, Acc: 0.981, Base Lr: 3.90e-03
2024-04-30 12:21:27 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.163, Acc: 0.987, Base Lr: 3.90e-03
2024-04-30 12:21:31 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.156, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:35 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.159, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:39 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.164, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:43 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.166, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:47 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.164, Acc: 0.990, Base Lr: 3.90e-03
2024-04-30 12:21:51 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.171, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:54 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.167, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:21:58 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.170, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:02 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.172, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:06 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.167, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:10 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.165, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:14 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.162, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:18 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.162, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:22 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.158, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:26 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.156, Acc: 0.988, Base Lr: 3.90e-03
2024-04-30 12:22:30 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.154, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 12:22:32 transreid.train INFO: Epoch 61 done. Time per epoch: 73.369[s] Speed: 160.5[samples/s]
2024-04-30 12:22:36 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.217, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 12:22:40 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.224, Acc: 0.985, Base Lr: 3.80e-03
2024-04-30 12:22:44 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.197, Acc: 0.985, Base Lr: 3.80e-03
2024-04-30 12:22:48 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.192, Acc: 0.985, Base Lr: 3.80e-03
2024-04-30 12:22:52 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.185, Acc: 0.986, Base Lr: 3.80e-03
2024-04-30 12:22:56 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.174, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:00 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.176, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:04 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.172, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:08 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.175, Acc: 0.987, Base Lr: 3.80e-03
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2024-04-30 12:23:15 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.167, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:19 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.166, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:23 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.165, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:27 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.163, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 12:23:31 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.162, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 12:23:35 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.160, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 12:23:39 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.156, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 12:23:43 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.153, Acc: 0.989, Base Lr: 3.80e-03
2024-04-30 12:23:45 transreid.train INFO: Epoch 62 done. Time per epoch: 72.911[s] Speed: 160.6[samples/s]
2024-04-30 12:23:49 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.241, Acc: 0.967, Base Lr: 3.69e-03
2024-04-30 12:23:53 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.185, Acc: 0.980, Base Lr: 3.69e-03
2024-04-30 12:23:57 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.176, Acc: 0.983, Base Lr: 3.69e-03
2024-04-30 12:24:01 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.170, Acc: 0.983, Base Lr: 3.69e-03
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2024-04-30 12:24:56 transreid.train INFO: Epoch 63 done. Time per epoch: 71.536[s] Speed: 163.7[samples/s]
2024-04-30 12:25:01 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.205, Acc: 0.983, Base Lr: 3.59e-03
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2024-04-30 12:26:09 transreid.train INFO: Epoch 64 done. Time per epoch: 72.681[s] Speed: 161.1[samples/s]
2024-04-30 12:26:14 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.176, Acc: 0.981, Base Lr: 3.49e-03
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2024-04-30 12:27:22 transreid.train INFO: Epoch 65 done. Time per epoch: 72.866[s] Speed: 161.6[samples/s]
2024-04-30 12:27:26 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.141, Acc: 0.991, Base Lr: 3.38e-03
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2024-04-30 12:28:35 transreid.train INFO: Epoch 66 done. Time per epoch: 73.378[s] Speed: 159.6[samples/s]
2024-04-30 12:28:40 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.221, Acc: 0.980, Base Lr: 3.28e-03
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2024-04-30 12:29:48 transreid.train INFO: Epoch 67 done. Time per epoch: 73.115[s] Speed: 161.1[samples/s]
2024-04-30 12:29:53 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.166, Acc: 0.989, Base Lr: 3.18e-03
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2024-04-30 12:30:20 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.141, Acc: 0.988, Base Lr: 3.18e-03
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2024-04-30 12:31:01 transreid.train INFO: Epoch 68 done. Time per epoch: 72.574[s] Speed: 161.4[samples/s]
2024-04-30 12:31:05 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.123, Acc: 0.997, Base Lr: 3.08e-03
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2024-04-30 12:32:14 transreid.train INFO: Epoch 69 done. Time per epoch: 73.380[s] Speed: 160.5[samples/s]
2024-04-30 12:32:19 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.121, Acc: 0.991, Base Lr: 2.97e-03
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2024-04-30 12:33:25 transreid.train INFO: Epoch 70 done. Time per epoch: 71.374[s] Speed: 164.1[samples/s]
2024-04-30 12:33:30 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.110, Acc: 0.991, Base Lr: 2.87e-03
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2024-04-30 12:34:39 transreid.train INFO: Epoch 71 done. Time per epoch: 73.964[s] Speed: 159.2[samples/s]
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2024-04-30 12:35:52 transreid.train INFO: Epoch 72 done. Time per epoch: 72.628[s] Speed: 161.3[samples/s]
2024-04-30 12:35:57 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.189, Acc: 0.984, Base Lr: 2.68e-03
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2024-04-30 12:37:04 transreid.train INFO: Epoch 73 done. Time per epoch: 71.863[s] Speed: 163.0[samples/s]
2024-04-30 12:37:08 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.102, Acc: 0.995, Base Lr: 2.58e-03
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2024-04-30 12:38:16 transreid.train INFO: Epoch 74 done. Time per epoch: 72.538[s] Speed: 161.5[samples/s]
2024-04-30 12:38:21 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.126, Acc: 0.988, Base Lr: 2.48e-03
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2024-04-30 12:39:31 transreid.train INFO: Epoch 75 done. Time per epoch: 74.243[s] Speed: 157.8[samples/s]
2024-04-30 12:39:35 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.134, Acc: 0.989, Base Lr: 2.38e-03
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2024-04-30 12:40:43 transreid.train INFO: Epoch 76 done. Time per epoch: 71.889[s] Speed: 162.9[samples/s]
2024-04-30 12:40:47 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.122, Acc: 0.991, Base Lr: 2.29e-03
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2024-04-30 12:41:55 transreid.train INFO: Epoch 77 done. Time per epoch: 72.477[s] Speed: 161.6[samples/s]
2024-04-30 12:42:00 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.121, Acc: 0.992, Base Lr: 2.20e-03
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2024-04-30 12:43:07 transreid.train INFO: Epoch 78 done. Time per epoch: 71.993[s] Speed: 162.7[samples/s]
2024-04-30 12:43:12 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.134, Acc: 0.989, Base Lr: 2.10e-03
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2024-04-30 12:43:31 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.123, Acc: 0.991, Base Lr: 2.10e-03
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2024-04-30 12:44:08 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.109, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 12:44:12 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.107, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 12:44:16 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.107, Acc: 0.992, Base Lr: 2.10e-03
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2024-04-30 12:44:21 transreid.train INFO: Epoch 79 done. Time per epoch: 74.162[s] Speed: 158.8[samples/s]
2024-04-30 12:44:26 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.135, Acc: 0.994, Base Lr: 2.01e-03
2024-04-30 12:44:30 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.152, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 12:44:34 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.133, Acc: 0.991, Base Lr: 2.01e-03
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2024-04-30 12:44:46 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.133, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 12:44:49 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.128, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 12:44:53 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.123, Acc: 0.992, Base Lr: 2.01e-03
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2024-04-30 12:45:01 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.117, Acc: 0.992, Base Lr: 2.01e-03
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2024-04-30 12:45:17 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.108, Acc: 0.992, Base Lr: 2.01e-03
2024-04-30 12:45:21 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.106, Acc: 0.993, Base Lr: 2.01e-03
2024-04-30 12:45:25 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.103, Acc: 0.993, Base Lr: 2.01e-03
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2024-04-30 12:45:34 transreid.train INFO: Epoch 80 done. Time per epoch: 72.365[s] Speed: 161.8[samples/s]
2024-04-30 12:46:04 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 12:46:04 transreid.train INFO: mAP: 71.7%
2024-04-30 12:46:04 transreid.train INFO: CMC curve, Rank-1  :88.0%
2024-04-30 12:46:04 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-04-30 12:46:04 transreid.train INFO: CMC curve, Rank-10 :97.4%
2024-04-30 12:46:09 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.113, Acc: 0.988, Base Lr: 1.92e-03
2024-04-30 12:46:13 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.098, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 12:46:17 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.110, Acc: 0.992, Base Lr: 1.92e-03
2024-04-30 12:46:21 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.114, Acc: 0.991, Base Lr: 1.92e-03
2024-04-30 12:46:25 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.116, Acc: 0.991, Base Lr: 1.92e-03
2024-04-30 12:46:29 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.112, Acc: 0.991, Base Lr: 1.92e-03
2024-04-30 12:46:33 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.110, Acc: 0.991, Base Lr: 1.92e-03
2024-04-30 12:46:37 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.111, Acc: 0.991, Base Lr: 1.92e-03
2024-04-30 12:46:41 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.110, Acc: 0.991, Base Lr: 1.92e-03
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2024-04-30 12:46:49 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.106, Acc: 0.992, Base Lr: 1.92e-03
2024-04-30 12:46:52 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.104, Acc: 0.992, Base Lr: 1.92e-03
2024-04-30 12:46:56 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.100, Acc: 0.992, Base Lr: 1.92e-03
2024-04-30 12:47:00 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.097, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 12:47:04 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.098, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 12:47:08 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.097, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 12:47:12 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.92e-03
2024-04-30 12:47:16 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.094, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 12:47:18 transreid.train INFO: Epoch 81 done. Time per epoch: 73.388[s] Speed: 161.3[samples/s]
2024-04-30 12:47:22 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.138, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 12:47:26 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.114, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 12:47:30 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.123, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:34 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.115, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:38 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.116, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:42 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.111, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:46 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.113, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:50 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.83e-03
2024-04-30 12:47:54 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.107, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:47:58 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.109, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:02 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.107, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:06 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.107, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:10 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.104, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:15 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:19 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.100, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:23 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.097, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:27 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.094, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 12:48:31 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.83e-03
2024-04-30 12:48:32 transreid.train INFO: Epoch 82 done. Time per epoch: 74.131[s] Speed: 158.0[samples/s]
2024-04-30 12:48:37 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.121, Acc: 0.989, Base Lr: 1.75e-03
2024-04-30 12:48:41 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.117, Acc: 0.989, Base Lr: 1.75e-03
2024-04-30 12:48:45 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.111, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 12:48:48 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.111, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 12:48:51 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.111, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 12:48:55 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.108, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 12:48:59 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.105, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 12:49:03 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.103, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 12:49:07 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 12:49:11 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 12:49:15 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.099, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 12:49:19 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.103, Acc: 0.992, Base Lr: 1.75e-03
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2024-04-30 12:49:26 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.101, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 12:49:30 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 12:49:34 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.099, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 12:49:38 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.099, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 12:49:42 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.097, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 12:49:44 transreid.train INFO: Epoch 83 done. Time per epoch: 71.746[s] Speed: 164.1[samples/s]
2024-04-30 12:49:49 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.108, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:49:53 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.103, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:49:57 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.099, Acc: 0.992, Base Lr: 1.66e-03
2024-04-30 12:50:01 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.107, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:05 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.111, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:08 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.108, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:12 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.105, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:16 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.104, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:20 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.104, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:24 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.102, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:28 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.107, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 12:50:32 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.103, Acc: 0.990, Base Lr: 1.66e-03
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2024-04-30 12:50:40 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.106, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 12:50:44 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.105, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 12:50:47 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.104, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 12:50:51 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.103, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:55 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.100, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 12:50:56 transreid.train INFO: Epoch 84 done. Time per epoch: 72.670[s] Speed: 161.2[samples/s]
2024-04-30 12:51:01 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.125, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 12:51:05 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.124, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 12:51:09 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.116, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:13 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.109, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:51:17 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.106, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:51:21 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.109, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:25 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.106, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:51:29 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:51:33 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.099, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:37 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.101, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:41 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.097, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:45 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.095, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:49 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.094, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:52 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.092, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 12:51:55 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.090, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:51:59 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.089, Acc: 0.993, Base Lr: 1.58e-03
2024-04-30 12:52:03 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.087, Acc: 0.993, Base Lr: 1.58e-03
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2024-04-30 12:52:09 transreid.train INFO: Epoch 85 done. Time per epoch: 72.132[s] Speed: 162.4[samples/s]
2024-04-30 12:52:13 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.143, Acc: 0.989, Base Lr: 1.50e-03
2024-04-30 12:52:17 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.142, Acc: 0.991, Base Lr: 1.50e-03
2024-04-30 12:52:21 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.122, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:25 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.118, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:29 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.113, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:33 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.112, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 12:52:37 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.112, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 12:52:41 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.109, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:45 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.104, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:49 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.100, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:53 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.100, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:52:57 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.099, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:01 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.101, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:05 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.099, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:09 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.097, Acc: 0.994, Base Lr: 1.50e-03
2024-04-30 12:53:13 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.095, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:16 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.093, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:20 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.093, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 12:53:22 transreid.train INFO: Epoch 86 done. Time per epoch: 73.031[s] Speed: 160.4[samples/s]
2024-04-30 12:53:26 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.42e-03
2024-04-30 12:53:30 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.121, Acc: 0.993, Base Lr: 1.42e-03
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2024-04-30 12:53:38 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.108, Acc: 0.993, Base Lr: 1.42e-03
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2024-04-30 12:54:34 transreid.train INFO: Epoch 87 done. Time per epoch: 72.446[s] Speed: 161.7[samples/s]
2024-04-30 12:54:39 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.140, Acc: 0.989, Base Lr: 1.34e-03
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2024-04-30 12:55:45 transreid.train INFO: Epoch 88 done. Time per epoch: 71.309[s] Speed: 164.2[samples/s]
2024-04-30 12:55:50 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.104, Acc: 0.986, Base Lr: 1.26e-03
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2024-04-30 12:56:59 transreid.train INFO: Epoch 89 done. Time per epoch: 73.674[s] Speed: 159.8[samples/s]
2024-04-30 12:57:04 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.118, Acc: 0.992, Base Lr: 1.19e-03
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2024-04-30 12:57:59 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.095, Acc: 0.993, Base Lr: 1.19e-03
2024-04-30 12:58:03 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.093, Acc: 0.993, Base Lr: 1.19e-03
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2024-04-30 12:58:11 transreid.train INFO: Epoch 90 done. Time per epoch: 72.017[s] Speed: 162.6[samples/s]
2024-04-30 12:58:16 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.103, Acc: 0.991, Base Lr: 1.11e-03
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2024-04-30 12:58:35 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.094, Acc: 0.991, Base Lr: 1.11e-03
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2024-04-30 12:58:43 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.099, Acc: 0.991, Base Lr: 1.11e-03
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2024-04-30 12:59:11 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.093, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 12:59:15 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.094, Acc: 0.992, Base Lr: 1.11e-03
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2024-04-30 12:59:24 transreid.train INFO: Epoch 91 done. Time per epoch: 72.699[s] Speed: 161.1[samples/s]
2024-04-30 12:59:29 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.110, Acc: 0.991, Base Lr: 1.04e-03
2024-04-30 12:59:33 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.114, Acc: 0.988, Base Lr: 1.04e-03
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2024-04-30 13:00:37 transreid.train INFO: Epoch 92 done. Time per epoch: 72.839[s] Speed: 160.8[samples/s]
2024-04-30 13:00:41 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.074, Acc: 0.997, Base Lr: 9.72e-04
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2024-04-30 13:01:48 transreid.train INFO: Epoch 93 done. Time per epoch: 71.582[s] Speed: 163.6[samples/s]
2024-04-30 13:01:53 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.080, Acc: 0.988, Base Lr: 9.06e-04
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2024-04-30 13:03:01 transreid.train INFO: Epoch 94 done. Time per epoch: 73.066[s] Speed: 160.3[samples/s]
2024-04-30 13:03:06 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.108, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-30 13:03:22 transreid.train INFO: Epoch[95] Iter[50/186] Loss: 0.095, Acc: 0.993, Base Lr: 8.41e-04
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2024-04-30 13:04:15 transreid.train INFO: Epoch 95 done. Time per epoch: 73.563[s] Speed: 160.1[samples/s]
2024-04-30 13:04:18 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.115, Acc: 0.988, Base Lr: 7.78e-04
2024-04-30 13:04:22 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.103, Acc: 0.988, Base Lr: 7.78e-04
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2024-04-30 13:05:14 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.086, Acc: 0.992, Base Lr: 7.78e-04
2024-04-30 13:05:18 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.083, Acc: 0.992, Base Lr: 7.78e-04
2024-04-30 13:05:22 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.081, Acc: 0.993, Base Lr: 7.78e-04
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2024-04-30 13:05:28 transreid.train INFO: Epoch 96 done. Time per epoch: 72.689[s] Speed: 161.1[samples/s]
2024-04-30 13:05:32 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.102, Acc: 0.994, Base Lr: 7.18e-04
2024-04-30 13:05:36 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.089, Acc: 0.994, Base Lr: 7.18e-04
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2024-04-30 13:05:52 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.087, Acc: 0.995, Base Lr: 7.18e-04
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2024-04-30 13:06:00 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.092, Acc: 0.995, Base Lr: 7.18e-04
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2024-04-30 13:06:27 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.077, Acc: 0.995, Base Lr: 7.18e-04
2024-04-30 13:06:31 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.075, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 13:06:35 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.076, Acc: 0.995, Base Lr: 7.18e-04
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2024-04-30 13:06:40 transreid.train INFO: Epoch 97 done. Time per epoch: 72.706[s] Speed: 162.0[samples/s]
2024-04-30 13:06:45 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.088, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 13:06:49 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.088, Acc: 0.993, Base Lr: 6.60e-04
2024-04-30 13:06:53 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.091, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:06:57 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.094, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:01 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.088, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:05 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.088, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:09 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:13 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.085, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:16 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.092, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:07:20 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.089, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:07:23 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.088, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:07:27 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.087, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:07:31 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.088, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 13:07:35 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:39 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.084, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:43 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.083, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:47 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.085, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:51 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 13:07:52 transreid.train INFO: Epoch 98 done. Time per epoch: 72.014[s] Speed: 163.5[samples/s]
2024-04-30 13:07:57 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.089, Acc: 0.988, Base Lr: 6.04e-04
2024-04-30 13:08:01 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.090, Acc: 0.991, Base Lr: 6.04e-04
2024-04-30 13:08:05 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.04e-04
2024-04-30 13:08:09 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.095, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 13:08:13 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.088, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:17 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.083, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:21 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.087, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:25 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.089, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:28 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.088, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:32 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.088, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:36 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.089, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:40 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.085, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 13:08:44 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.083, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:08:48 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.079, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:08:52 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.078, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:08:56 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.077, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:09:00 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.077, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:09:04 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.076, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 13:09:06 transreid.train INFO: Epoch 99 done. Time per epoch: 73.431[s] Speed: 160.4[samples/s]
2024-04-30 13:09:10 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.072, Acc: 1.000, Base Lr: 5.51e-04
2024-04-30 13:09:14 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.069, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 13:09:18 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.067, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 13:09:22 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 13:09:26 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 13:09:30 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:09:34 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:09:38 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.51e-04
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2024-04-30 13:09:46 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.077, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:09:50 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:09:54 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:09:58 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:02 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:06 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.073, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:10 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:14 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:18 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.070, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 13:10:19 transreid.train INFO: Epoch 100 done. Time per epoch: 73.631[s] Speed: 159.9[samples/s]
2024-04-30 13:10:50 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 13:10:50 transreid.train INFO: mAP: 72.6%
2024-04-30 13:10:50 transreid.train INFO: CMC curve, Rank-1  :87.8%
2024-04-30 13:10:50 transreid.train INFO: CMC curve, Rank-5  :95.8%
2024-04-30 13:10:50 transreid.train INFO: CMC curve, Rank-10 :97.4%
2024-04-30 13:10:55 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.106, Acc: 0.989, Base Lr: 5.00e-04
2024-04-30 13:10:59 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.098, Acc: 0.990, Base Lr: 5.00e-04
2024-04-30 13:11:03 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 13:11:07 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:10 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.087, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 13:11:15 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 13:11:19 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 13:11:22 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:26 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.090, Acc: 0.994, Base Lr: 5.00e-04
2024-04-30 13:11:30 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.00e-04
2024-04-30 13:11:34 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:38 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:42 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.091, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:46 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:50 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:54 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:11:58 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:12:02 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.089, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 13:12:03 transreid.train INFO: Epoch 101 done. Time per epoch: 73.075[s] Speed: 160.3[samples/s]
2024-04-30 13:12:08 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:12 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:16 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.102, Acc: 0.994, Base Lr: 4.51e-04
2024-04-30 13:12:19 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.095, Acc: 0.994, Base Lr: 4.51e-04
2024-04-30 13:12:23 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.090, Acc: 0.994, Base Lr: 4.51e-04
2024-04-30 13:12:27 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.090, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:31 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.091, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:35 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.087, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:39 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.086, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:43 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.085, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:47 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.084, Acc: 0.994, Base Lr: 4.51e-04
2024-04-30 13:12:51 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.083, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:55 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.081, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:12:59 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.081, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:13:03 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.079, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:13:07 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.079, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:13:11 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:13:14 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.51e-04
2024-04-30 13:13:16 transreid.train INFO: Epoch 102 done. Time per epoch: 72.539[s] Speed: 161.5[samples/s]
2024-04-30 13:13:21 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.094, Acc: 0.989, Base Lr: 4.05e-04
2024-04-30 13:13:24 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.087, Acc: 0.990, Base Lr: 4.05e-04
2024-04-30 13:13:28 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.089, Acc: 0.990, Base Lr: 4.05e-04
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2024-04-30 13:14:28 transreid.train INFO: Epoch 103 done. Time per epoch: 72.588[s] Speed: 162.2[samples/s]
2024-04-30 13:14:33 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.114, Acc: 0.995, Base Lr: 3.61e-04
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2024-04-30 13:15:42 transreid.train INFO: Epoch 104 done. Time per epoch: 73.422[s] Speed: 160.4[samples/s]
2024-04-30 13:15:46 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.070, Acc: 0.998, Base Lr: 3.20e-04
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2024-04-30 13:16:53 transreid.train INFO: Epoch 105 done. Time per epoch: 71.406[s] Speed: 164.0[samples/s]
2024-04-30 13:16:58 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.064, Acc: 0.992, Base Lr: 2.81e-04
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2024-04-30 13:18:07 transreid.train INFO: Epoch 106 done. Time per epoch: 73.441[s] Speed: 160.3[samples/s]
2024-04-30 13:18:11 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 2.45e-04
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2024-04-30 13:19:20 transreid.train INFO: Epoch 107 done. Time per epoch: 73.563[s] Speed: 160.1[samples/s]
2024-04-30 13:19:25 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.107, Acc: 0.995, Base Lr: 2.11e-04
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2024-04-30 13:20:38 transreid.train INFO: Epoch 108 done. Time per epoch: 78.098[s] Speed: 150.8[samples/s]
2024-04-30 13:20:43 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.093, Acc: 0.997, Base Lr: 1.80e-04
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2024-04-30 13:21:49 transreid.train INFO: Epoch 109 done. Time per epoch: 70.298[s] Speed: 167.5[samples/s]
2024-04-30 13:21:51 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.52e-04
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2024-04-30 13:22:30 transreid.train INFO: Epoch 110 done. Time per epoch: 41.825[s] Speed: 280.0[samples/s]
2024-04-30 13:22:33 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.102, Acc: 0.991, Base Lr: 1.26e-04
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2024-04-30 13:23:11 transreid.train INFO: Epoch 111 done. Time per epoch: 40.915[s] Speed: 287.8[samples/s]
2024-04-30 13:23:14 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.03e-04
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2024-04-30 13:24:01 transreid.train INFO: Epoch 112 done. Time per epoch: 49.442[s] Speed: 238.2[samples/s]
2024-04-30 13:24:06 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.105, Acc: 0.995, Base Lr: 8.28e-05
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2024-04-30 13:25:15 transreid.train INFO: Epoch 113 done. Time per epoch: 74.669[s] Speed: 156.9[samples/s]
2024-04-30 13:25:20 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.079, Acc: 0.995, Base Lr: 6.51e-05
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2024-04-30 13:26:29 transreid.train INFO: Epoch 114 done. Time per epoch: 73.901[s] Speed: 159.3[samples/s]
2024-04-30 13:26:34 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.080, Acc: 0.991, Base Lr: 5.02e-05
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2024-04-30 13:27:00 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.02e-05
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2024-04-30 13:27:41 transreid.train INFO: Epoch 115 done. Time per epoch: 71.239[s] Speed: 164.4[samples/s]
2024-04-30 13:27:45 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.078, Acc: 0.991, Base Lr: 3.79e-05
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2024-04-30 13:28:53 transreid.train INFO: Epoch 116 done. Time per epoch: 72.797[s] Speed: 161.8[samples/s]
2024-04-30 13:28:58 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.072, Acc: 0.994, Base Lr: 2.83e-05
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2024-04-30 13:30:04 transreid.train INFO: Epoch 117 done. Time per epoch: 70.588[s] Speed: 166.8[samples/s]
2024-04-30 13:30:08 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.107, Acc: 0.991, Base Lr: 2.15e-05
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2024-04-30 13:31:16 transreid.train INFO: Epoch 118 done. Time per epoch: 72.572[s] Speed: 162.3[samples/s]
2024-04-30 13:31:21 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.101, Acc: 0.989, Base Lr: 1.74e-05
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2024-04-30 13:31:37 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 13:31:41 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:31:46 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:31:49 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.080, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 13:31:53 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:31:57 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.086, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 13:32:01 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 13:32:05 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.080, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 13:32:10 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:13 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:17 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:21 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:25 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:29 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.073, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 13:32:31 transreid.train INFO: Epoch 119 done. Time per epoch: 74.554[s] Speed: 158.0[samples/s]
2024-04-30 13:32:36 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 13:32:40 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 13:32:44 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:32:48 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:32:52 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.065, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:32:55 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.065, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:32:59 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 13:33:01 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:05 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 13:33:09 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.065, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:13 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:17 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:21 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:25 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:29 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:32 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:36 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:40 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 13:33:42 transreid.train INFO: Epoch 120 done. Time per epoch: 70.855[s] Speed: 166.2[samples/s]
2024-04-30 13:34:13 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 13:34:13 transreid.train INFO: mAP: 72.8%
2024-04-30 13:34:13 transreid.train INFO: CMC curve, Rank-1  :88.2%
2024-04-30 13:34:13 transreid.train INFO: CMC curve, Rank-5  :96.0%
2024-04-30 13:34:13 transreid.train INFO: CMC curve, Rank-10 :97.6%
