2024-05-09 19:50:28 transreid INFO: Saving model in the path :log/transreid/market/fastvit_s12_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 19:50:28 transreid INFO: Loaded configuration file configs/market/fastvit_s12.yml
2024-05-09 19:50:28 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: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: fastvit_s12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_s12.pth.tar
  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/fastvit_s12_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: 
2024-05-09 19:50:29 transreid.check INFO: Dataset statistics:
2024-05-09 19:50:29 transreid.check INFO:   ----------------------------------------
2024-05-09 19:50:29 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 19:50:29 transreid.check INFO:   ----------------------------------------
2024-05-09 19:50:29 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 19:50:29 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 19:50:29 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 19:50:29 transreid.check INFO:   ----------------------------------------
2024-05-09 19:50:30 transreid INFO: ===========using cosine learning rate=======
2024-05-09 19:50:30 transreid.train INFO: start training
2024-05-09 19:50:38 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 10.991, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 19:50:44 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 10.504, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:50:50 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 10.137, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:50:55 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.912, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:01 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.751, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:06 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.623, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:12 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.501, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:17 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.404, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:23 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.320, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:28 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.247, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:34 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.182, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:40 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.122, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:45 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.064, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:51:51 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.016, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:51:56 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.967, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:52:02 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.922, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:52:07 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.879, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:52:13 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.839, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:52:15 transreid.train INFO: Epoch 1 done. Time per epoch: 104.796[s] Speed: 111.8[samples/s]
2024-05-09 19:52:21 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.055, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 19:52:27 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.046, Acc: 0.007, Base Lr: 8.72e-04
2024-05-09 19:52:36 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.969, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 19:52:48 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.917, Acc: 0.013, Base Lr: 8.72e-04
2024-05-09 19:53:00 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.865, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 19:53:11 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.816, Acc: 0.012, Base Lr: 8.72e-04
2024-05-09 19:53:22 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.774, Acc: 0.013, Base Lr: 8.72e-04
2024-05-09 19:53:34 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.737, Acc: 0.015, Base Lr: 8.72e-04
2024-05-09 19:53:46 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.704, Acc: 0.016, Base Lr: 8.72e-04
2024-05-09 19:53:57 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.673, Acc: 0.017, Base Lr: 8.72e-04
2024-05-09 19:54:09 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.644, Acc: 0.017, Base Lr: 8.72e-04
2024-05-09 19:54:20 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.618, Acc: 0.017, Base Lr: 8.72e-04
2024-05-09 19:54:32 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.593, Acc: 0.019, Base Lr: 8.72e-04
2024-05-09 19:54:44 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.570, Acc: 0.019, Base Lr: 8.72e-04
2024-05-09 19:54:55 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.547, Acc: 0.021, Base Lr: 8.72e-04
2024-05-09 19:55:07 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.524, Acc: 0.022, Base Lr: 8.72e-04
2024-05-09 19:55:18 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.499, Acc: 0.025, Base Lr: 8.72e-04
2024-05-09 19:55:30 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.469, Acc: 0.029, Base Lr: 8.72e-04
2024-05-09 19:55:33 transreid.train INFO: Epoch 2 done. Time per epoch: 198.526[s] Speed: 59.0[samples/s]
2024-05-09 19:55:46 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.250, Acc: 0.008, Base Lr: 1.27e-03
2024-05-09 19:56:03 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.189, Acc: 0.010, Base Lr: 1.27e-03
2024-05-09 19:56:20 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.162, Acc: 0.012, Base Lr: 1.27e-03
2024-05-09 19:56:37 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.139, Acc: 0.012, Base Lr: 1.27e-03
2024-05-09 19:56:55 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.113, Acc: 0.016, Base Lr: 1.27e-03
2024-05-09 19:57:12 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.106, Acc: 0.016, Base Lr: 1.27e-03
2024-05-09 19:57:29 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.091, Acc: 0.017, Base Lr: 1.27e-03
2024-05-09 19:57:47 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.070, Acc: 0.019, Base Lr: 1.27e-03
2024-05-09 19:58:04 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.052, Acc: 0.020, Base Lr: 1.27e-03
2024-05-09 19:58:22 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.032, Acc: 0.020, Base Lr: 1.27e-03
2024-05-09 19:58:39 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.014, Acc: 0.021, Base Lr: 1.27e-03
2024-05-09 19:58:56 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.993, Acc: 0.023, Base Lr: 1.27e-03
2024-05-09 19:59:14 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.973, Acc: 0.024, Base Lr: 1.27e-03
2024-05-09 19:59:31 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.944, Acc: 0.028, Base Lr: 1.27e-03
2024-05-09 19:59:48 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.914, Acc: 0.030, Base Lr: 1.27e-03
2024-05-09 20:00:06 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.878, Acc: 0.032, Base Lr: 1.27e-03
2024-05-09 20:00:23 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.848, Acc: 0.035, Base Lr: 1.27e-03
2024-05-09 20:00:41 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.798, Acc: 0.040, Base Lr: 1.27e-03
2024-05-09 20:00:46 transreid.train INFO: Epoch 3 done. Time per epoch: 312.571[s] Speed: 37.5[samples/s]
2024-05-09 20:01:04 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.758, Acc: 0.014, Base Lr: 1.66e-03
2024-05-09 20:01:21 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.698, Acc: 0.017, Base Lr: 1.66e-03
2024-05-09 20:01:38 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.660, Acc: 0.027, Base Lr: 1.66e-03
2024-05-09 20:01:56 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.671, Acc: 0.024, Base Lr: 1.66e-03
2024-05-09 20:02:13 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.666, Acc: 0.027, Base Lr: 1.66e-03
2024-05-09 20:02:30 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.622, Acc: 0.030, Base Lr: 1.66e-03
2024-05-09 20:02:48 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.592, Acc: 0.034, Base Lr: 1.66e-03
2024-05-09 20:03:05 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.563, Acc: 0.035, Base Lr: 1.66e-03
2024-05-09 20:03:22 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.532, Acc: 0.039, Base Lr: 1.66e-03
2024-05-09 20:03:40 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.505, Acc: 0.042, Base Lr: 1.66e-03
2024-05-09 20:03:57 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.470, Acc: 0.046, Base Lr: 1.66e-03
2024-05-09 20:04:15 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.432, Acc: 0.051, Base Lr: 1.66e-03
2024-05-09 20:04:32 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.384, Acc: 0.056, Base Lr: 1.66e-03
2024-05-09 20:04:49 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.337, Acc: 0.061, Base Lr: 1.66e-03
2024-05-09 20:05:06 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.289, Acc: 0.064, Base Lr: 1.66e-03
2024-05-09 20:05:24 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.232, Acc: 0.072, Base Lr: 1.66e-03
2024-05-09 20:05:41 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.168, Acc: 0.082, Base Lr: 1.66e-03
2024-05-09 20:05:59 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.096, Acc: 0.092, Base Lr: 1.66e-03
2024-05-09 20:06:04 transreid.train INFO: Epoch 4 done. Time per epoch: 318.001[s] Speed: 36.8[samples/s]
2024-05-09 20:06:22 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.322, Acc: 0.048, Base Lr: 2.06e-03
2024-05-09 20:06:39 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.284, Acc: 0.042, Base Lr: 2.06e-03
2024-05-09 20:06:56 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.214, Acc: 0.052, Base Lr: 2.06e-03
2024-05-09 20:07:13 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.161, Acc: 0.056, Base Lr: 2.06e-03
2024-05-09 20:07:31 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.091, Acc: 0.068, Base Lr: 2.06e-03
2024-05-09 20:07:48 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.022, Acc: 0.079, Base Lr: 2.06e-03
2024-05-09 20:08:06 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.961, Acc: 0.086, Base Lr: 2.06e-03
2024-05-09 20:08:23 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.881, Acc: 0.102, Base Lr: 2.06e-03
2024-05-09 20:08:40 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.825, Acc: 0.113, Base Lr: 2.06e-03
2024-05-09 20:08:58 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.768, Acc: 0.120, Base Lr: 2.06e-03
2024-05-09 20:09:15 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.733, Acc: 0.122, Base Lr: 2.06e-03
2024-05-09 20:09:32 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.701, Acc: 0.126, Base Lr: 2.06e-03
2024-05-09 20:09:50 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.661, Acc: 0.131, Base Lr: 2.06e-03
2024-05-09 20:10:07 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.609, Acc: 0.136, Base Lr: 2.06e-03
2024-05-09 20:10:24 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.543, Acc: 0.147, Base Lr: 2.06e-03
2024-05-09 20:10:42 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.475, Acc: 0.158, Base Lr: 2.06e-03
2024-05-09 20:10:59 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.397, Acc: 0.167, Base Lr: 2.06e-03
2024-05-09 20:11:16 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.304, Acc: 0.185, Base Lr: 2.06e-03
2024-05-09 20:11:23 transreid.train INFO: Epoch 5 done. Time per epoch: 319.572[s] Speed: 36.8[samples/s]
2024-05-09 20:11:41 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.631, Acc: 0.081, Base Lr: 2.46e-03
2024-05-09 20:11:59 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.567, Acc: 0.091, Base Lr: 2.46e-03
2024-05-09 20:12:16 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.555, Acc: 0.098, Base Lr: 2.46e-03
2024-05-09 20:12:34 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.462, Acc: 0.120, Base Lr: 2.46e-03
2024-05-09 20:12:51 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.380, Acc: 0.135, Base Lr: 2.46e-03
2024-05-09 20:13:08 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.301, Acc: 0.151, Base Lr: 2.46e-03
2024-05-09 20:13:26 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.234, Acc: 0.163, Base Lr: 2.46e-03
2024-05-09 20:13:43 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.169, Acc: 0.176, Base Lr: 2.46e-03
2024-05-09 20:14:00 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.093, Acc: 0.190, Base Lr: 2.46e-03
2024-05-09 20:14:17 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.057, Acc: 0.193, Base Lr: 2.46e-03
2024-05-09 20:14:35 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.997, Acc: 0.203, Base Lr: 2.46e-03
2024-05-09 20:14:52 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.938, Acc: 0.213, Base Lr: 2.46e-03
2024-05-09 20:15:10 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.894, Acc: 0.222, Base Lr: 2.46e-03
2024-05-09 20:15:27 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.833, Acc: 0.231, Base Lr: 2.46e-03
2024-05-09 20:15:44 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.761, Acc: 0.245, Base Lr: 2.46e-03
2024-05-09 20:16:02 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.691, Acc: 0.259, Base Lr: 2.46e-03
2024-05-09 20:16:19 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.600, Acc: 0.277, Base Lr: 2.46e-03
2024-05-09 20:16:36 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.504, Acc: 0.295, Base Lr: 2.46e-03
2024-05-09 20:16:42 transreid.train INFO: Epoch 6 done. Time per epoch: 318.169[s] Speed: 36.8[samples/s]
2024-05-09 20:17:00 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.909, Acc: 0.177, Base Lr: 2.85e-03
2024-05-09 20:17:17 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.841, Acc: 0.197, Base Lr: 2.85e-03
2024-05-09 20:17:34 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.766, Acc: 0.202, Base Lr: 2.85e-03
2024-05-09 20:17:52 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.727, Acc: 0.220, Base Lr: 2.85e-03
2024-05-09 20:18:09 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.641, Acc: 0.242, Base Lr: 2.85e-03
2024-05-09 20:18:26 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.529, Acc: 0.259, Base Lr: 2.85e-03
2024-05-09 20:18:44 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.424, Acc: 0.281, Base Lr: 2.85e-03
2024-05-09 20:19:01 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.355, Acc: 0.292, Base Lr: 2.85e-03
2024-05-09 20:19:19 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.289, Acc: 0.302, Base Lr: 2.85e-03
2024-05-09 20:19:36 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.232, Acc: 0.315, Base Lr: 2.85e-03
2024-05-09 20:19:54 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.197, Acc: 0.321, Base Lr: 2.85e-03
2024-05-09 20:20:11 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.143, Acc: 0.330, Base Lr: 2.85e-03
2024-05-09 20:20:28 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.091, Acc: 0.340, Base Lr: 2.85e-03
2024-05-09 20:20:46 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 4.024, Acc: 0.354, Base Lr: 2.85e-03
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2024-05-09 20:22:01 transreid.train INFO: Epoch 7 done. Time per epoch: 319.219[s] Speed: 36.7[samples/s]
2024-05-09 20:22:19 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.070, Acc: 0.303, Base Lr: 3.25e-03
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2024-05-09 20:27:20 transreid.train INFO: Epoch 8 done. Time per epoch: 318.866[s] Speed: 36.7[samples/s]
2024-05-09 20:27:38 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.841, Acc: 0.358, Base Lr: 3.64e-03
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2024-05-09 20:32:41 transreid.train INFO: Epoch 9 done. Time per epoch: 320.953[s] Speed: 36.7[samples/s]
2024-05-09 20:32:58 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.925, Acc: 0.472, Base Lr: 4.04e-03
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2024-05-09 20:38:01 transreid.train INFO: Epoch 10 done. Time per epoch: 320.171[s] Speed: 36.6[samples/s]
2024-05-09 20:38:19 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.505, Acc: 0.581, Base Lr: 4.44e-03
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2024-05-09 20:43:20 transreid.train INFO: Epoch 11 done. Time per epoch: 319.093[s] Speed: 36.7[samples/s]
2024-05-09 20:43:38 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.044, Acc: 0.623, Base Lr: 4.83e-03
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2024-05-09 20:48:39 transreid.train INFO: Epoch 12 done. Time per epoch: 319.115[s] Speed: 36.7[samples/s]
2024-05-09 20:48:57 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.026, Acc: 0.642, Base Lr: 5.23e-03
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2024-05-09 20:53:58 transreid.train INFO: Epoch 13 done. Time per epoch: 318.986[s] Speed: 36.7[samples/s]
2024-05-09 20:54:16 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.470, Acc: 0.728, Base Lr: 5.62e-03
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2024-05-09 20:59:19 transreid.train INFO: Epoch 14 done. Time per epoch: 321.052[s] Speed: 36.7[samples/s]
2024-05-09 20:59:37 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.208, Acc: 0.809, Base Lr: 6.02e-03
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2024-05-09 21:04:37 transreid.train INFO: Epoch 15 done. Time per epoch: 318.183[s] Speed: 36.8[samples/s]
2024-05-09 21:04:55 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.940, Acc: 0.847, Base Lr: 6.42e-03
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2024-05-09 21:09:56 transreid.train INFO: Epoch 16 done. Time per epoch: 319.049[s] Speed: 36.7[samples/s]
2024-05-09 21:10:14 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.695, Acc: 0.914, Base Lr: 6.81e-03
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2024-05-09 21:15:16 transreid.train INFO: Epoch 17 done. Time per epoch: 319.673[s] Speed: 36.6[samples/s]
2024-05-09 21:15:34 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.623, Acc: 0.925, Base Lr: 7.21e-03
2024-05-09 21:15:51 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.652, Acc: 0.910, Base Lr: 7.21e-03
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2024-05-09 21:20:35 transreid.train INFO: Epoch 18 done. Time per epoch: 319.006[s] Speed: 36.7[samples/s]
2024-05-09 21:20:53 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.634, Acc: 0.927, Base Lr: 7.60e-03
2024-05-09 21:21:10 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.637, Acc: 0.922, Base Lr: 7.60e-03
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2024-05-09 21:22:38 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.561, Acc: 0.936, Base Lr: 7.60e-03
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2024-05-09 21:23:13 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.560, Acc: 0.935, Base Lr: 7.60e-03
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2024-05-09 21:25:15 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.506, Acc: 0.947, Base Lr: 7.60e-03
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2024-05-09 21:25:57 transreid.train INFO: Epoch 19 done. Time per epoch: 321.556[s] Speed: 36.6[samples/s]
2024-05-09 21:26:15 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.569, Acc: 0.920, Base Lr: 7.47e-03
2024-05-09 21:26:32 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.565, Acc: 0.926, Base Lr: 7.47e-03
2024-05-09 21:26:50 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.586, Acc: 0.923, Base Lr: 7.47e-03
2024-05-09 21:27:07 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.550, Acc: 0.930, Base Lr: 7.47e-03
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2024-05-09 21:27:42 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.522, Acc: 0.936, Base Lr: 7.47e-03
2024-05-09 21:28:00 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.528, Acc: 0.937, Base Lr: 7.47e-03
2024-05-09 21:28:17 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.514, Acc: 0.942, Base Lr: 7.47e-03
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2024-05-09 21:28:51 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.512, Acc: 0.943, Base Lr: 7.47e-03
2024-05-09 21:29:09 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.505, Acc: 0.945, Base Lr: 7.47e-03
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2024-05-09 21:30:01 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.479, Acc: 0.950, Base Lr: 7.47e-03
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2024-05-09 21:31:17 transreid.train INFO: Epoch 20 done. Time per epoch: 320.150[s] Speed: 36.6[samples/s]
2024-05-09 21:32:37 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 21:32:37 transreid.train INFO: mAP: 59.3%
2024-05-09 21:32:37 transreid.train INFO: CMC curve, Rank-1  :79.8%
2024-05-09 21:32:37 transreid.train INFO: CMC curve, Rank-5  :91.3%
2024-05-09 21:32:37 transreid.train INFO: CMC curve, Rank-10 :94.4%
2024-05-09 21:32:55 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.663, Acc: 0.927, Base Lr: 7.41e-03
2024-05-09 21:33:13 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.622, Acc: 0.934, Base Lr: 7.41e-03
2024-05-09 21:33:30 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.568, Acc: 0.942, Base Lr: 7.41e-03
2024-05-09 21:33:48 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.526, Acc: 0.948, Base Lr: 7.41e-03
2024-05-09 21:34:05 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.494, Acc: 0.951, Base Lr: 7.41e-03
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2024-05-09 21:34:40 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.477, Acc: 0.951, Base Lr: 7.41e-03
2024-05-09 21:34:58 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.462, Acc: 0.953, Base Lr: 7.41e-03
2024-05-09 21:35:15 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.453, Acc: 0.953, Base Lr: 7.41e-03
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2024-05-09 21:36:08 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.439, Acc: 0.954, Base Lr: 7.41e-03
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2024-05-09 21:37:00 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.416, Acc: 0.956, Base Lr: 7.41e-03
2024-05-09 21:37:18 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.411, Acc: 0.957, Base Lr: 7.41e-03
2024-05-09 21:37:35 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.402, Acc: 0.958, Base Lr: 7.41e-03
2024-05-09 21:37:53 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.395, Acc: 0.960, Base Lr: 7.41e-03
2024-05-09 21:38:00 transreid.train INFO: Epoch 21 done. Time per epoch: 322.617[s] Speed: 36.5[samples/s]
2024-05-09 21:38:18 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.573, Acc: 0.922, Base Lr: 7.36e-03
2024-05-09 21:38:35 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.489, Acc: 0.937, Base Lr: 7.36e-03
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2024-05-09 21:42:01 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.373, Acc: 0.963, Base Lr: 7.36e-03
2024-05-09 21:42:18 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.367, Acc: 0.964, Base Lr: 7.36e-03
2024-05-09 21:42:36 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.362, Acc: 0.964, Base Lr: 7.36e-03
2024-05-09 21:42:53 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.358, Acc: 0.965, Base Lr: 7.36e-03
2024-05-09 21:43:11 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.348, Acc: 0.966, Base Lr: 7.36e-03
2024-05-09 21:43:16 transreid.train INFO: Epoch 22 done. Time per epoch: 316.304[s] Speed: 37.0[samples/s]
2024-05-09 21:43:34 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.412, Acc: 0.948, Base Lr: 7.30e-03
2024-05-09 21:43:52 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.434, Acc: 0.946, Base Lr: 7.30e-03
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2024-05-09 21:46:45 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 0.341, Acc: 0.962, Base Lr: 7.30e-03
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2024-05-09 21:48:36 transreid.train INFO: Epoch 23 done. Time per epoch: 319.988[s] Speed: 36.6[samples/s]
2024-05-09 21:48:54 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.352, Acc: 0.975, Base Lr: 7.24e-03
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2024-05-09 21:53:16 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 0.280, Acc: 0.977, Base Lr: 7.24e-03
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2024-05-09 21:53:58 transreid.train INFO: Epoch 24 done. Time per epoch: 322.522[s] Speed: 36.5[samples/s]
2024-05-09 21:54:16 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.366, Acc: 0.963, Base Lr: 7.18e-03
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2024-05-09 21:58:38 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.275, Acc: 0.977, Base Lr: 7.18e-03
2024-05-09 21:58:56 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.270, Acc: 0.977, Base Lr: 7.18e-03
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2024-05-09 21:59:19 transreid.train INFO: Epoch 25 done. Time per epoch: 320.123[s] Speed: 36.6[samples/s]
2024-05-09 21:59:37 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.305, Acc: 0.970, Base Lr: 7.11e-03
2024-05-09 21:59:54 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.310, Acc: 0.965, Base Lr: 7.11e-03
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2024-05-09 22:01:04 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.279, Acc: 0.972, Base Lr: 7.11e-03
2024-05-09 22:01:22 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.270, Acc: 0.974, Base Lr: 7.11e-03
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2024-05-09 22:03:59 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.244, Acc: 0.977, Base Lr: 7.11e-03
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2024-05-09 22:04:39 transreid.train INFO: Epoch 26 done. Time per epoch: 320.625[s] Speed: 36.5[samples/s]
2024-05-09 22:04:57 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.267, Acc: 0.972, Base Lr: 7.04e-03
2024-05-09 22:05:14 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.220, Acc: 0.974, Base Lr: 7.04e-03
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2024-05-09 22:06:07 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.230, Acc: 0.976, Base Lr: 7.04e-03
2024-05-09 22:06:24 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.235, Acc: 0.978, Base Lr: 7.04e-03
2024-05-09 22:06:42 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.238, Acc: 0.978, Base Lr: 7.04e-03
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2024-05-09 22:07:34 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.238, Acc: 0.979, Base Lr: 7.04e-03
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2024-05-09 22:08:09 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.230, Acc: 0.980, Base Lr: 7.04e-03
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2024-05-09 22:09:02 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.224, Acc: 0.981, Base Lr: 7.04e-03
2024-05-09 22:09:19 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.224, Acc: 0.980, Base Lr: 7.04e-03
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2024-05-09 22:09:54 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.212, Acc: 0.982, Base Lr: 7.04e-03
2024-05-09 22:09:59 transreid.train INFO: Epoch 27 done. Time per epoch: 320.282[s] Speed: 36.6[samples/s]
2024-05-09 22:10:18 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.203, Acc: 0.980, Base Lr: 6.97e-03
2024-05-09 22:10:35 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.193, Acc: 0.981, Base Lr: 6.97e-03
2024-05-09 22:10:53 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.231, Acc: 0.979, Base Lr: 6.97e-03
2024-05-09 22:11:10 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.223, Acc: 0.980, Base Lr: 6.97e-03
2024-05-09 22:11:28 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.220, Acc: 0.981, Base Lr: 6.97e-03
2024-05-09 22:11:45 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.224, Acc: 0.980, Base Lr: 6.97e-03
2024-05-09 22:12:03 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.221, Acc: 0.982, Base Lr: 6.97e-03
2024-05-09 22:12:20 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.219, Acc: 0.982, Base Lr: 6.97e-03
2024-05-09 22:12:38 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.213, Acc: 0.983, Base Lr: 6.97e-03
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2024-05-09 22:14:05 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.214, Acc: 0.982, Base Lr: 6.97e-03
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2024-05-09 22:15:20 transreid.train INFO: Epoch 28 done. Time per epoch: 320.318[s] Speed: 36.6[samples/s]
2024-05-09 22:15:38 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.321, Acc: 0.961, Base Lr: 6.90e-03
2024-05-09 22:15:55 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.265, Acc: 0.974, Base Lr: 6.90e-03
2024-05-09 22:16:13 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.251, Acc: 0.978, Base Lr: 6.90e-03
2024-05-09 22:16:30 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.245, Acc: 0.978, Base Lr: 6.90e-03
2024-05-09 22:16:48 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.245, Acc: 0.977, Base Lr: 6.90e-03
2024-05-09 22:17:05 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.231, Acc: 0.980, Base Lr: 6.90e-03
2024-05-09 22:17:23 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.231, Acc: 0.979, Base Lr: 6.90e-03
2024-05-09 22:17:41 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.226, Acc: 0.980, Base Lr: 6.90e-03
2024-05-09 22:17:58 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.221, Acc: 0.981, Base Lr: 6.90e-03
2024-05-09 22:18:16 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.217, Acc: 0.981, Base Lr: 6.90e-03
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2024-05-09 22:20:01 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.198, Acc: 0.982, Base Lr: 6.90e-03
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2024-05-09 22:20:41 transreid.train INFO: Epoch 29 done. Time per epoch: 321.490[s] Speed: 36.4[samples/s]
2024-05-09 22:20:59 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.208, Acc: 0.983, Base Lr: 6.83e-03
2024-05-09 22:21:17 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.221, Acc: 0.981, Base Lr: 6.83e-03
2024-05-09 22:21:34 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.208, Acc: 0.984, Base Lr: 6.83e-03
2024-05-09 22:21:52 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.213, Acc: 0.982, Base Lr: 6.83e-03
2024-05-09 22:22:10 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.220, Acc: 0.982, Base Lr: 6.83e-03
2024-05-09 22:22:27 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.211, Acc: 0.983, Base Lr: 6.83e-03
2024-05-09 22:22:45 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.205, Acc: 0.983, Base Lr: 6.83e-03
2024-05-09 22:23:02 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.201, Acc: 0.984, Base Lr: 6.83e-03
2024-05-09 22:23:20 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.196, Acc: 0.985, Base Lr: 6.83e-03
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2024-05-09 22:25:05 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.186, Acc: 0.986, Base Lr: 6.83e-03
2024-05-09 22:25:22 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.185, Acc: 0.986, Base Lr: 6.83e-03
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2024-05-09 22:26:05 transreid.train INFO: Epoch 30 done. Time per epoch: 323.332[s] Speed: 36.4[samples/s]
2024-05-09 22:26:23 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.181, Acc: 0.984, Base Lr: 6.76e-03
2024-05-09 22:26:40 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.203, Acc: 0.988, Base Lr: 6.76e-03
2024-05-09 22:26:58 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.214, Acc: 0.984, Base Lr: 6.76e-03
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2024-05-09 22:28:08 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.186, Acc: 0.986, Base Lr: 6.76e-03
2024-05-09 22:28:25 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.186, Acc: 0.986, Base Lr: 6.76e-03
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2024-05-09 22:29:18 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.178, Acc: 0.985, Base Lr: 6.76e-03
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2024-05-09 22:31:24 transreid.train INFO: Epoch 31 done. Time per epoch: 319.137[s] Speed: 36.5[samples/s]
2024-05-09 22:31:42 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.236, Acc: 0.977, Base Lr: 6.68e-03
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2024-05-09 22:36:44 transreid.train INFO: Epoch 32 done. Time per epoch: 320.746[s] Speed: 36.5[samples/s]
2024-05-09 22:37:03 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.257, Acc: 0.980, Base Lr: 6.60e-03
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2024-05-09 22:39:05 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 0.168, Acc: 0.987, Base Lr: 6.60e-03
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2024-05-09 22:42:07 transreid.train INFO: Epoch 33 done. Time per epoch: 322.582[s] Speed: 36.5[samples/s]
2024-05-09 22:42:25 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.154, Acc: 0.989, Base Lr: 6.52e-03
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2024-05-09 22:46:31 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.52e-03
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2024-05-09 22:47:30 transreid.train INFO: Epoch 34 done. Time per epoch: 322.834[s] Speed: 36.5[samples/s]
2024-05-09 22:47:48 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.215, Acc: 0.978, Base Lr: 6.44e-03
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2024-05-09 22:51:53 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.139, Acc: 0.989, Base Lr: 6.44e-03
2024-05-09 22:52:10 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.138, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-09 22:52:52 transreid.train INFO: Epoch 35 done. Time per epoch: 322.194[s] Speed: 36.5[samples/s]
2024-05-09 22:53:10 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.146, Acc: 0.988, Base Lr: 6.35e-03
2024-05-09 22:53:28 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.157, Acc: 0.988, Base Lr: 6.35e-03
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2024-05-09 22:54:20 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.155, Acc: 0.989, Base Lr: 6.35e-03
2024-05-09 22:54:38 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.150, Acc: 0.988, Base Lr: 6.35e-03
2024-05-09 22:54:56 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.153, Acc: 0.989, Base Lr: 6.35e-03
2024-05-09 22:55:13 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.150, Acc: 0.989, Base Lr: 6.35e-03
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2024-05-09 22:57:16 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.142, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-09 22:58:15 transreid.train INFO: Epoch 36 done. Time per epoch: 322.816[s] Speed: 36.5[samples/s]
2024-05-09 22:58:33 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-09 23:00:01 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.127, Acc: 0.990, Base Lr: 6.27e-03
2024-05-09 23:00:18 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.121, Acc: 0.990, Base Lr: 6.27e-03
2024-05-09 23:00:36 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.122, Acc: 0.990, Base Lr: 6.27e-03
2024-05-09 23:00:52 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.125, Acc: 0.990, Base Lr: 6.27e-03
2024-05-09 23:01:10 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.130, Acc: 0.990, Base Lr: 6.27e-03
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2024-05-09 23:03:34 transreid.train INFO: Epoch 37 done. Time per epoch: 318.830[s] Speed: 36.9[samples/s]
2024-05-09 23:03:52 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.121, Acc: 0.991, Base Lr: 6.18e-03
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2024-05-09 23:05:54 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.133, Acc: 0.989, Base Lr: 6.18e-03
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2024-05-09 23:08:54 transreid.train INFO: Epoch 38 done. Time per epoch: 320.740[s] Speed: 36.5[samples/s]
2024-05-09 23:09:13 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.172, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 23:09:30 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.156, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-09 23:12:25 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.128, Acc: 0.991, Base Lr: 6.09e-03
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2024-05-09 23:13:00 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.123, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:13:18 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.122, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:13:35 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.122, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:13:53 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.119, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:14:10 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.118, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:14:15 transreid.train INFO: Epoch 39 done. Time per epoch: 320.948[s] Speed: 36.5[samples/s]
2024-05-09 23:14:33 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.176, Acc: 0.988, Base Lr: 6.00e-03
2024-05-09 23:14:51 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.146, Acc: 0.990, Base Lr: 6.00e-03
2024-05-09 23:15:08 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.145, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:15:26 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.141, Acc: 0.990, Base Lr: 6.00e-03
2024-05-09 23:15:43 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.137, Acc: 0.991, Base Lr: 6.00e-03
2024-05-09 23:16:01 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.136, Acc: 0.991, Base Lr: 6.00e-03
2024-05-09 23:16:18 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.128, Acc: 0.992, Base Lr: 6.00e-03
2024-05-09 23:16:36 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.123, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-09 23:17:11 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.115, Acc: 0.992, Base Lr: 6.00e-03
2024-05-09 23:17:28 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.115, Acc: 0.992, Base Lr: 6.00e-03
2024-05-09 23:17:46 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.00e-03
2024-05-09 23:18:03 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.112, Acc: 0.992, Base Lr: 6.00e-03
2024-05-09 23:18:21 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.110, Acc: 0.993, Base Lr: 6.00e-03
2024-05-09 23:18:38 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.111, Acc: 0.993, Base Lr: 6.00e-03
2024-05-09 23:18:56 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.110, Acc: 0.992, Base Lr: 6.00e-03
2024-05-09 23:19:13 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.110, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-09 23:19:36 transreid.train INFO: Epoch 40 done. Time per epoch: 320.748[s] Speed: 36.5[samples/s]
2024-05-09 23:20:50 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 23:20:50 transreid.train INFO: mAP: 74.5%
2024-05-09 23:20:50 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-05-09 23:20:50 transreid.train INFO: CMC curve, Rank-5  :95.8%
2024-05-09 23:20:50 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-09 23:21:08 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.122, Acc: 0.986, Base Lr: 5.91e-03
2024-05-09 23:21:25 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.126, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:21:42 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.117, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:22:00 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.122, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:22:17 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:22:35 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.121, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:22:52 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.120, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:23:10 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:23:27 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.112, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:23:45 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.111, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:24:02 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.109, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:24:20 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.107, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:24:37 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.107, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:24:55 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:25:12 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:25:30 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:25:47 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:26:05 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.102, Acc: 0.992, Base Lr: 5.91e-03
2024-05-09 23:26:12 transreid.train INFO: Epoch 41 done. Time per epoch: 322.390[s] Speed: 36.5[samples/s]
2024-05-09 23:26:30 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:26:48 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.124, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:27:05 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.117, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:27:23 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.116, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:27:40 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.114, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:27:58 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.108, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:28:16 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.114, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:28:33 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.118, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:28:51 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.116, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:29:08 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.112, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:29:26 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.114, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:29:43 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:30:01 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:30:18 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.107, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:30:36 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.105, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:30:53 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.104, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:31:10 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.104, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:31:28 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.102, Acc: 0.993, Base Lr: 5.82e-03
2024-05-09 23:31:35 transreid.train INFO: Epoch 42 done. Time per epoch: 323.037[s] Speed: 36.5[samples/s]
2024-05-09 23:31:53 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.081, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:32:07 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.101, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:32:25 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:32:42 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.097, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:33:00 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:33:17 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.091, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:33:35 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.094, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:33:53 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.096, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:34:10 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:34:28 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.094, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:34:45 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:35:03 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:35:20 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.73e-03
2024-05-09 23:35:38 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.73e-03
2024-05-09 23:35:55 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.73e-03
2024-05-09 23:36:13 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:36:31 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.73e-03
2024-05-09 23:36:48 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.73e-03
2024-05-09 23:36:55 transreid.train INFO: Epoch 43 done. Time per epoch: 320.201[s] Speed: 36.8[samples/s]
2024-05-09 23:37:13 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.069, Acc: 0.998, Base Lr: 5.63e-03
2024-05-09 23:37:31 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.63e-03
2024-05-09 23:37:48 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.094, Acc: 0.995, Base Lr: 5.63e-03
2024-05-09 23:38:06 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.097, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:38:23 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.097, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:38:41 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.100, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:38:58 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.103, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:39:16 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.103, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:39:33 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.102, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:39:51 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:40:08 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:40:26 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:40:43 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:41:01 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.104, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:41:18 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.103, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 23:41:36 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:41:53 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.100, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:42:11 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:42:18 transreid.train INFO: Epoch 44 done. Time per epoch: 322.858[s] Speed: 36.5[samples/s]
2024-05-09 23:42:36 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.096, Acc: 0.998, Base Lr: 5.54e-03
2024-05-09 23:42:54 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.087, Acc: 0.998, Base Lr: 5.54e-03
2024-05-09 23:43:11 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.088, Acc: 0.996, Base Lr: 5.54e-03
2024-05-09 23:43:28 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.086, Acc: 0.997, Base Lr: 5.54e-03
2024-05-09 23:43:46 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.094, Acc: 0.996, Base Lr: 5.54e-03
2024-05-09 23:44:04 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.094, Acc: 0.995, Base Lr: 5.54e-03
2024-05-09 23:44:21 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:44:39 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:44:56 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:45:14 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:45:31 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.093, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:45:49 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.092, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:46:06 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.094, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:46:24 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.093, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:46:41 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.54e-03
2024-05-09 23:46:59 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.093, Acc: 0.994, Base Lr: 5.54e-03
2024-05-09 23:47:16 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.090, Acc: 0.995, Base Lr: 5.54e-03
2024-05-09 23:47:34 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.090, Acc: 0.995, Base Lr: 5.54e-03
2024-05-09 23:47:39 transreid.train INFO: Epoch 45 done. Time per epoch: 321.241[s] Speed: 36.5[samples/s]
2024-05-09 23:47:57 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.101, Acc: 0.992, Base Lr: 5.44e-03
2024-05-09 23:48:15 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.102, Acc: 0.991, Base Lr: 5.44e-03
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2024-05-09 23:49:07 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.103, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:49:25 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.109, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:49:42 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.110, Acc: 0.994, Base Lr: 5.44e-03
2024-05-09 23:50:00 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:50:17 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:50:35 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.109, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:50:52 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:51:10 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.108, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:51:27 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.107, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:51:45 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.105, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:52:02 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.104, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:52:20 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.104, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:52:38 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.102, Acc: 0.993, Base Lr: 5.44e-03
2024-05-09 23:52:55 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.101, Acc: 0.994, Base Lr: 5.44e-03
2024-05-09 23:53:01 transreid.train INFO: Epoch 46 done. Time per epoch: 321.268[s] Speed: 36.5[samples/s]
2024-05-09 23:53:19 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.114, Acc: 0.994, Base Lr: 5.34e-03
2024-05-09 23:53:36 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.109, Acc: 0.995, Base Lr: 5.34e-03
2024-05-09 23:53:54 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.095, Acc: 0.996, Base Lr: 5.34e-03
2024-05-09 23:54:11 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.092, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-09 23:54:46 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.089, Acc: 0.996, Base Lr: 5.34e-03
2024-05-09 23:55:04 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.086, Acc: 0.996, Base Lr: 5.34e-03
2024-05-09 23:55:21 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.085, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-09 23:55:56 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.082, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-09 23:58:24 transreid.train INFO: Epoch 47 done. Time per epoch: 323.066[s] Speed: 36.5[samples/s]
2024-05-09 23:58:42 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.094, Acc: 0.992, Base Lr: 5.24e-03
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2024-05-10 00:03:46 transreid.train INFO: Epoch 48 done. Time per epoch: 322.789[s] Speed: 36.5[samples/s]
2024-05-10 00:04:05 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.137, Acc: 0.995, Base Lr: 5.14e-03
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2024-05-10 00:09:08 transreid.train INFO: Epoch 49 done. Time per epoch: 321.241[s] Speed: 36.5[samples/s]
2024-05-10 00:09:26 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.107, Acc: 0.988, Base Lr: 5.04e-03
2024-05-10 00:09:43 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.04e-03
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2024-05-10 00:11:28 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.081, Acc: 0.994, Base Lr: 5.04e-03
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2024-05-10 00:14:31 transreid.train INFO: Epoch 50 done. Time per epoch: 323.272[s] Speed: 36.4[samples/s]
2024-05-10 00:14:49 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.093, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 00:15:07 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.095, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 00:16:17 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.091, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-10 00:17:26 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.086, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-10 00:18:37 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.082, Acc: 0.994, Base Lr: 4.94e-03
2024-05-10 00:18:54 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.080, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 00:19:12 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.078, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 00:19:29 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 00:19:54 transreid.train INFO: Epoch 51 done. Time per epoch: 322.940[s] Speed: 36.5[samples/s]
2024-05-10 00:20:12 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.085, Acc: 0.994, Base Lr: 4.84e-03
2024-05-10 00:20:30 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.081, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 00:20:47 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:21:05 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:21:22 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.84e-03
2024-05-10 00:21:39 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:21:57 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:22:15 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.069, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 00:22:32 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 00:22:50 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-10 00:24:00 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:24:17 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 00:24:35 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-10 00:25:17 transreid.train INFO: Epoch 52 done. Time per epoch: 323.201[s] Speed: 36.4[samples/s]
2024-05-10 00:25:35 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.086, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 00:25:53 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.087, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:26:10 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.089, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:26:27 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.097, Acc: 0.993, Base Lr: 4.74e-03
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2024-05-10 00:27:02 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.083, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:27:20 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:27:37 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 00:27:55 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.075, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 00:28:12 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 00:28:30 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 00:28:48 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.073, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 00:29:05 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-10 00:29:40 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.071, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 00:29:58 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.071, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-10 00:30:40 transreid.train INFO: Epoch 53 done. Time per epoch: 322.907[s] Speed: 36.5[samples/s]
2024-05-10 00:30:58 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.116, Acc: 0.989, Base Lr: 4.63e-03
2024-05-10 00:31:16 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.104, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:31:33 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-10 00:32:08 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.087, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:32:26 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.63e-03
2024-05-10 00:32:43 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:33:01 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:33:18 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:33:36 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:33:53 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:34:11 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-10 00:35:04 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.069, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:35:21 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-10 00:36:03 transreid.train INFO: Epoch 54 done. Time per epoch: 322.929[s] Speed: 36.5[samples/s]
2024-05-10 00:36:21 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 00:36:38 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-10 00:38:06 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.53e-03
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2024-05-10 00:39:16 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-10 00:41:24 transreid.train INFO: Epoch 55 done. Time per epoch: 320.875[s] Speed: 36.5[samples/s]
2024-05-10 00:41:42 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.107, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 00:41:59 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.089, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-10 00:43:44 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.43e-03
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2024-05-10 00:45:29 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.068, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 00:45:46 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:46:04 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:46:21 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.063, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-10 00:46:44 transreid.train INFO: Epoch 56 done. Time per epoch: 320.467[s] Speed: 36.5[samples/s]
2024-05-10 00:47:02 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 00:47:20 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.070, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 00:47:37 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.068, Acc: 0.997, Base Lr: 4.32e-03
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2024-05-10 00:48:13 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 00:48:30 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 00:48:48 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:49:05 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:49:22 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:49:40 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:49:57 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:50:15 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:50:32 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-10 00:51:07 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:51:25 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:51:43 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:52:00 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 00:52:07 transreid.train INFO: Epoch 57 done. Time per epoch: 322.852[s] Speed: 36.5[samples/s]
2024-05-10 00:52:25 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.057, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 00:52:43 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 00:53:00 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:53:18 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:53:35 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 00:53:53 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:54:10 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:54:28 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 00:54:45 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 00:55:02 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:55:20 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:55:38 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:55:55 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:56:13 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:56:30 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:56:48 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:57:05 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:57:23 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 00:57:28 transreid.train INFO: Epoch 58 done. Time per epoch: 320.799[s] Speed: 36.5[samples/s]
2024-05-10 00:57:46 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.094, Acc: 0.992, Base Lr: 4.11e-03
2024-05-10 00:58:03 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.097, Acc: 0.991, Base Lr: 4.11e-03
2024-05-10 00:58:21 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.090, Acc: 0.993, Base Lr: 4.11e-03
2024-05-10 00:58:39 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.085, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 00:58:56 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.081, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 00:59:14 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.079, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 00:59:31 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 00:59:49 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:00:06 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:00:24 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:00:41 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:00:59 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.072, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:01:16 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:01:34 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.069, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:01:51 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:02:09 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:02:26 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:02:44 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 01:02:51 transreid.train INFO: Epoch 59 done. Time per epoch: 322.998[s] Speed: 36.5[samples/s]
2024-05-10 01:03:09 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 01:03:26 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 01:03:44 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.075, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:04:01 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:04:19 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.070, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:04:36 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.068, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:04:54 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:05:11 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:05:29 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:05:46 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:06:04 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 01:06:21 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:06:39 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 01:06:56 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:07:14 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:07:31 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:07:49 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:08:06 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 01:08:11 transreid.train INFO: Epoch 60 done. Time per epoch: 320.479[s] Speed: 36.5[samples/s]
2024-05-10 01:09:25 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 01:09:25 transreid.train INFO: mAP: 76.9%
2024-05-10 01:09:25 transreid.train INFO: CMC curve, Rank-1  :90.7%
2024-05-10 01:09:25 transreid.train INFO: CMC curve, Rank-5  :96.7%
2024-05-10 01:09:25 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-10 01:09:43 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:10:01 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.061, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:10:18 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.059, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:10:36 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:10:53 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:11:11 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.068, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:11:28 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:11:46 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.073, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:12:03 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:12:21 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.069, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:12:38 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:12:55 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.068, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:13:13 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.065, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:13:30 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:13:48 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:14:06 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.064, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:14:23 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.063, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:14:41 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.063, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 01:14:48 transreid.train INFO: Epoch 61 done. Time per epoch: 322.510[s] Speed: 36.5[samples/s]
2024-05-10 01:15:06 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 01:15:23 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.074, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:15:41 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:15:58 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.068, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:16:16 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.072, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 01:16:33 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 01:16:50 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.065, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 01:17:08 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 01:17:26 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.064, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:17:43 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.063, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:18:00 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.063, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:18:18 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:18:36 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.060, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:18:53 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:19:11 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.058, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:19:28 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:19:46 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:20:03 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:20:08 transreid.train INFO: Epoch 62 done. Time per epoch: 320.764[s] Speed: 36.5[samples/s]
2024-05-10 01:20:26 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.100, Acc: 0.992, Base Lr: 3.69e-03
2024-05-10 01:20:44 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.080, Acc: 0.993, Base Lr: 3.69e-03
2024-05-10 01:21:01 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.073, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 01:21:19 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.071, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 01:21:37 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 01:21:54 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 01:22:11 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.067, Acc: 0.996, Base Lr: 3.69e-03
2024-05-10 01:22:28 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.066, Acc: 0.996, Base Lr: 3.69e-03
2024-05-10 01:22:46 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.066, Acc: 0.996, Base Lr: 3.69e-03
2024-05-10 01:23:03 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.065, Acc: 0.996, Base Lr: 3.69e-03
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2024-05-10 01:25:26 transreid.train INFO: Epoch 63 done. Time per epoch: 317.194[s] Speed: 36.9[samples/s]
2024-05-10 01:25:44 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.096, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-10 01:30:46 transreid.train INFO: Epoch 64 done. Time per epoch: 320.752[s] Speed: 36.5[samples/s]
2024-05-10 01:31:04 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.059, Acc: 1.000, Base Lr: 3.49e-03
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2024-05-10 01:36:09 transreid.train INFO: Epoch 65 done. Time per epoch: 322.692[s] Speed: 36.5[samples/s]
2024-05-10 01:36:27 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-10 01:40:32 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-10 01:41:07 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-10 01:41:29 transreid.train INFO: Epoch 66 done. Time per epoch: 320.450[s] Speed: 36.5[samples/s]
2024-05-10 01:41:48 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.060, Acc: 0.994, Base Lr: 3.28e-03
2024-05-10 01:42:05 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.068, Acc: 0.995, Base Lr: 3.28e-03
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2024-05-10 01:43:50 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.049, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-10 01:45:52 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 01:46:10 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.047, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-10 01:46:52 transreid.train INFO: Epoch 67 done. Time per epoch: 322.366[s] Speed: 36.5[samples/s]
2024-05-10 01:47:10 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.073, Acc: 0.994, Base Lr: 3.18e-03
2024-05-10 01:47:28 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.057, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 01:49:13 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 01:51:14 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-10 01:52:12 transreid.train INFO: Epoch 68 done. Time per epoch: 320.528[s] Speed: 36.5[samples/s]
2024-05-10 01:52:30 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 3.08e-03
2024-05-10 01:52:48 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-10 01:54:33 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 01:55:08 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 01:56:35 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-10 01:57:10 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 01:57:35 transreid.train INFO: Epoch 69 done. Time per epoch: 322.507[s] Speed: 36.5[samples/s]
2024-05-10 01:57:53 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 01:59:55 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.043, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 02:02:56 transreid.train INFO: Epoch 70 done. Time per epoch: 320.671[s] Speed: 36.5[samples/s]
2024-05-10 02:03:14 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.064, Acc: 0.991, Base Lr: 2.87e-03
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2024-05-10 02:08:18 transreid.train INFO: Epoch 71 done. Time per epoch: 322.318[s] Speed: 36.5[samples/s]
2024-05-10 02:08:36 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-10 02:13:36 transreid.train INFO: Epoch 72 done. Time per epoch: 318.484[s] Speed: 36.8[samples/s]
2024-05-10 02:13:54 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-10 02:18:57 transreid.train INFO: Epoch 73 done. Time per epoch: 321.048[s] Speed: 36.5[samples/s]
2024-05-10 02:19:16 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 2.58e-03
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2024-05-10 02:24:18 transreid.train INFO: Epoch 74 done. Time per epoch: 320.577[s] Speed: 36.5[samples/s]
2024-05-10 02:24:36 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.054, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-10 02:29:38 transreid.train INFO: Epoch 75 done. Time per epoch: 320.005[s] Speed: 36.6[samples/s]
2024-05-10 02:29:56 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.045, Acc: 0.995, Base Lr: 2.38e-03
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2024-05-10 02:34:58 transreid.train INFO: Epoch 76 done. Time per epoch: 320.165[s] Speed: 36.6[samples/s]
2024-05-10 02:35:16 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.034, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-10 02:40:19 transreid.train INFO: Epoch 77 done. Time per epoch: 320.437[s] Speed: 36.6[samples/s]
2024-05-10 02:40:37 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.033, Acc: 1.000, Base Lr: 2.20e-03
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2024-05-10 02:45:39 transreid.train INFO: Epoch 78 done. Time per epoch: 320.879[s] Speed: 36.5[samples/s]
2024-05-10 02:45:58 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 02:48:52 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.044, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 02:49:27 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.042, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 02:49:45 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 02:50:02 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 02:50:20 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 02:50:37 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 02:51:02 transreid.train INFO: Epoch 79 done. Time per epoch: 322.437[s] Speed: 36.5[samples/s]
2024-05-10 02:51:20 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 02:51:37 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.046, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 02:51:55 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 02:52:12 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:52:30 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:52:47 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.042, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:53:05 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.043, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:53:22 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.042, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:53:40 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:53:57 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:54:15 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:54:32 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:54:50 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:55:07 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:55:25 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:55:42 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:56:00 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:56:17 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 02:56:23 transreid.train INFO: Epoch 80 done. Time per epoch: 320.651[s] Speed: 36.5[samples/s]
2024-05-10 02:57:36 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 02:57:36 transreid.train INFO: mAP: 78.0%
2024-05-10 02:57:36 transreid.train INFO: CMC curve, Rank-1  :90.9%
2024-05-10 02:57:36 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 02:57:36 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-05-10 02:57:54 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 02:58:11 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 02:58:29 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 02:58:46 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 02:59:04 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 02:59:21 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 02:59:39 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 02:59:56 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 03:00:14 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 03:00:31 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:00:49 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 03:01:06 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:01:24 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:01:42 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:01:59 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:02:16 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:02:34 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:02:51 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 03:03:00 transreid.train INFO: Epoch 81 done. Time per epoch: 324.489[s] Speed: 36.5[samples/s]
2024-05-10 03:03:18 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:03:36 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:03:53 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.054, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:04:11 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.047, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:04:28 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:04:46 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:05:03 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:05:21 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:05:38 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:05:55 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 03:06:13 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:06:30 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:06:48 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:07:05 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:07:23 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:07:40 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:07:58 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:08:15 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 03:08:21 transreid.train INFO: Epoch 82 done. Time per epoch: 320.412[s] Speed: 36.6[samples/s]
2024-05-10 03:08:39 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:08:56 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:09:14 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:09:31 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:09:49 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:10:06 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:10:24 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:10:41 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:10:59 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:11:16 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:11:34 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:11:51 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:12:09 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:12:26 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:12:44 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:13:01 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:13:19 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:13:36 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 03:13:43 transreid.train INFO: Epoch 83 done. Time per epoch: 322.678[s] Speed: 36.5[samples/s]
2024-05-10 03:14:01 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.046, Acc: 0.995, Base Lr: 1.66e-03
2024-05-10 03:14:15 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.039, Acc: 0.995, Base Lr: 1.66e-03
2024-05-10 03:14:33 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 03:14:51 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.036, Acc: 0.995, Base Lr: 1.66e-03
2024-05-10 03:15:08 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 03:15:25 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 03:15:43 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 03:16:00 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 03:16:18 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:16:35 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:16:53 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:17:11 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:17:28 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:17:46 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:18:03 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:18:21 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:18:38 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:18:56 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:19:01 transreid.train INFO: Epoch 84 done. Time per epoch: 317.772[s] Speed: 36.9[samples/s]
2024-05-10 03:19:19 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:19:37 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:19:54 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:20:11 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:20:29 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:20:47 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:21:04 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:21:21 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:21:39 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:21:57 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:22:14 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:22:32 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:22:49 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:23:07 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:23:24 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:23:42 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:23:59 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 03:24:17 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 03:24:22 transreid.train INFO: Epoch 85 done. Time per epoch: 320.858[s] Speed: 36.5[samples/s]
2024-05-10 03:24:40 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.043, Acc: 0.994, Base Lr: 1.50e-03
2024-05-10 03:24:57 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.047, Acc: 0.995, Base Lr: 1.50e-03
2024-05-10 03:25:15 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 03:25:32 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 03:25:50 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:26:07 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:26:25 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:26:42 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:27:00 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:27:17 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:27:35 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:27:52 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:28:10 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:28:27 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:28:45 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:29:02 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:29:20 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:29:37 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:29:43 transreid.train INFO: Epoch 86 done. Time per epoch: 320.837[s] Speed: 36.5[samples/s]
2024-05-10 03:30:01 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 1.42e-03
2024-05-10 03:30:18 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:30:36 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:30:53 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:31:11 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:31:28 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:31:46 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 03:32:03 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.42e-03
2024-05-10 03:32:21 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-10 03:35:03 transreid.train INFO: Epoch 87 done. Time per epoch: 320.775[s] Speed: 36.5[samples/s]
2024-05-10 03:35:22 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.050, Acc: 1.000, Base Lr: 1.34e-03
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2024-05-10 03:40:24 transreid.train INFO: Epoch 88 done. Time per epoch: 320.860[s] Speed: 36.5[samples/s]
2024-05-10 03:40:43 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.052, Acc: 0.994, Base Lr: 1.26e-03
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2024-05-10 03:45:47 transreid.train INFO: Epoch 89 done. Time per epoch: 322.248[s] Speed: 36.5[samples/s]
2024-05-10 03:46:05 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.045, Acc: 0.995, Base Lr: 1.19e-03
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2024-05-10 03:51:07 transreid.train INFO: Epoch 90 done. Time per epoch: 320.725[s] Speed: 36.5[samples/s]
2024-05-10 03:51:25 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-10 03:53:27 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 03:55:30 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 03:55:48 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 03:56:28 transreid.train INFO: Epoch 91 done. Time per epoch: 320.594[s] Speed: 36.5[samples/s]
2024-05-10 03:56:46 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-10 04:00:51 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 04:01:48 transreid.train INFO: Epoch 92 done. Time per epoch: 320.520[s] Speed: 36.5[samples/s]
2024-05-10 04:02:07 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.034, Acc: 1.000, Base Lr: 9.72e-04
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2024-05-10 04:04:09 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 04:07:09 transreid.train INFO: Epoch 93 done. Time per epoch: 321.000[s] Speed: 36.5[samples/s]
2024-05-10 04:07:27 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-10 04:12:30 transreid.train INFO: Epoch 94 done. Time per epoch: 320.531[s] Speed: 36.5[samples/s]
2024-05-10 04:12:48 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.050, Acc: 0.994, Base Lr: 8.41e-04
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2024-05-10 04:15:25 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.036, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-10 04:17:52 transreid.train INFO: Epoch 95 done. Time per epoch: 322.506[s] Speed: 36.5[samples/s]
2024-05-10 04:18:11 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.038, Acc: 1.000, Base Lr: 7.78e-04
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2024-05-10 04:20:13 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.037, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 04:21:05 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 04:22:15 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.037, Acc: 0.996, Base Lr: 7.78e-04
2024-05-10 04:22:32 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.036, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 04:23:07 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.036, Acc: 0.997, Base Lr: 7.78e-04
2024-05-10 04:23:13 transreid.train INFO: Epoch 96 done. Time per epoch: 320.207[s] Speed: 36.6[samples/s]
2024-05-10 04:23:31 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.037, Acc: 1.000, Base Lr: 7.18e-04
2024-05-10 04:23:48 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.037, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-10 04:24:59 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.038, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 04:25:16 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.042, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 04:25:34 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.040, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-10 04:26:08 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 04:26:26 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.038, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-10 04:27:01 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.037, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-10 04:27:36 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-10 04:28:11 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-10 04:28:36 transreid.train INFO: Epoch 97 done. Time per epoch: 322.966[s] Speed: 36.5[samples/s]
2024-05-10 04:28:54 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:29:11 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 04:29:29 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.032, Acc: 0.999, Base Lr: 6.60e-04
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2024-05-10 04:30:04 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.032, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 04:30:21 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.032, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 04:30:39 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 04:30:56 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:31:13 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:31:31 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:31:48 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:32:06 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:32:23 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 04:32:58 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:33:16 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:33:34 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 04:33:58 transreid.train INFO: Epoch 98 done. Time per epoch: 322.416[s] Speed: 36.5[samples/s]
2024-05-10 04:34:16 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 6.04e-04
2024-05-10 04:34:34 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:34:51 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.029, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 04:35:09 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.033, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 04:35:26 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.034, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 04:35:44 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.035, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 04:36:01 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:36:19 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.037, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-10 04:36:54 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.037, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:37:11 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.039, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:37:28 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:37:46 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:38:03 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:38:21 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:38:38 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:38:56 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:39:13 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:39:20 transreid.train INFO: Epoch 99 done. Time per epoch: 322.250[s] Speed: 36.5[samples/s]
2024-05-10 04:39:38 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:39:56 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:40:13 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 04:40:31 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 04:40:49 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.045, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:41:06 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.043, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 04:41:23 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.040, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:41:41 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 04:42:16 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:42:33 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 04:43:08 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:43:26 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:43:43 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:44:01 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 04:44:18 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 04:44:43 transreid.train INFO: Epoch 100 done. Time per epoch: 322.420[s] Speed: 36.5[samples/s]
2024-05-10 04:45:56 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 04:45:56 transreid.train INFO: mAP: 78.6%
2024-05-10 04:45:56 transreid.train INFO: CMC curve, Rank-1  :91.0%
2024-05-10 04:45:56 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 04:45:56 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-10 04:46:15 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:46:32 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.00e-04
2024-05-10 04:46:50 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 04:47:07 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 04:47:25 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.00e-04
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2024-05-10 04:50:02 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:50:19 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:50:37 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:50:54 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:51:12 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 04:51:17 transreid.train INFO: Epoch 101 done. Time per epoch: 320.437[s] Speed: 36.6[samples/s]
2024-05-10 04:51:35 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:51:53 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.51e-04
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2024-05-10 04:53:20 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-10 04:54:12 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:54:30 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:54:47 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:55:05 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 04:55:22 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:55:40 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 04:55:58 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:56:15 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 04:56:33 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 04:56:38 transreid.train INFO: Epoch 102 done. Time per epoch: 320.934[s] Speed: 36.5[samples/s]
2024-05-10 04:56:56 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
2024-05-10 04:57:14 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-10 05:02:00 transreid.train INFO: Epoch 103 done. Time per epoch: 322.536[s] Speed: 36.5[samples/s]
2024-05-10 05:02:19 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-10 05:07:20 transreid.train INFO: Epoch 104 done. Time per epoch: 319.371[s] Speed: 36.9[samples/s]
2024-05-10 05:07:38 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.20e-04
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2024-05-10 05:12:41 transreid.train INFO: Epoch 105 done. Time per epoch: 321.550[s] Speed: 36.4[samples/s]
2024-05-10 05:13:00 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-10 05:18:01 transreid.train INFO: Epoch 106 done. Time per epoch: 320.103[s] Speed: 36.8[samples/s]
2024-05-10 05:18:20 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-10 05:23:24 transreid.train INFO: Epoch 107 done. Time per epoch: 322.577[s] Speed: 36.5[samples/s]
2024-05-10 05:23:42 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-10 05:28:46 transreid.train INFO: Epoch 108 done. Time per epoch: 322.248[s] Speed: 36.5[samples/s]
2024-05-10 05:29:04 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.042, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-10 05:34:09 transreid.train INFO: Epoch 109 done. Time per epoch: 322.623[s] Speed: 36.5[samples/s]
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2024-05-10 05:39:29 transreid.train INFO: Epoch 110 done. Time per epoch: 320.219[s] Speed: 36.6[samples/s]
2024-05-10 05:39:47 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-10 05:44:52 transreid.train INFO: Epoch 111 done. Time per epoch: 322.648[s] Speed: 36.5[samples/s]
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2024-05-10 05:50:14 transreid.train INFO: Epoch 112 done. Time per epoch: 322.070[s] Speed: 36.6[samples/s]
2024-05-10 05:50:32 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.036, Acc: 1.000, Base Lr: 8.28e-05
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2024-05-10 05:55:35 transreid.train INFO: Epoch 113 done. Time per epoch: 320.845[s] Speed: 36.5[samples/s]
2024-05-10 05:55:53 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 6.51e-05
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2024-05-10 06:00:57 transreid.train INFO: Epoch 114 done. Time per epoch: 322.795[s] Speed: 36.5[samples/s]
2024-05-10 06:01:16 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.039, Acc: 0.997, Base Lr: 5.02e-05
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2024-05-10 06:06:18 transreid.train INFO: Epoch 115 done. Time per epoch: 320.467[s] Speed: 36.5[samples/s]
2024-05-10 06:06:36 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.79e-05
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2024-05-10 06:11:40 transreid.train INFO: Epoch 116 done. Time per epoch: 322.413[s] Speed: 36.5[samples/s]
2024-05-10 06:11:58 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.83e-05
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2024-05-10 06:17:02 transreid.train INFO: Epoch 117 done. Time per epoch: 321.735[s] Speed: 36.6[samples/s]
2024-05-10 06:17:20 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.028, Acc: 1.000, Base Lr: 2.15e-05
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2024-05-10 06:22:24 transreid.train INFO: Epoch 118 done. Time per epoch: 322.225[s] Speed: 36.5[samples/s]
2024-05-10 06:22:42 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-10 06:25:19 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:25:37 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:25:55 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 06:26:12 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:26:30 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:26:47 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:27:05 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:27:22 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:27:40 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:27:47 transreid.train INFO: Epoch 119 done. Time per epoch: 322.438[s] Speed: 36.5[samples/s]
2024-05-10 06:28:05 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:28:22 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:28:40 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:28:57 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:29:15 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:29:32 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:29:50 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:30:07 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:30:25 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:30:42 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:31:00 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:31:17 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:31:35 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:31:52 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:32:10 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:32:27 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:32:44 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:33:02 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 06:33:09 transreid.train INFO: Epoch 120 done. Time per epoch: 322.344[s] Speed: 36.5[samples/s]
2024-05-10 06:34:22 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 06:34:22 transreid.train INFO: mAP: 78.9%
2024-05-10 06:34:22 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-10 06:34:22 transreid.train INFO: CMC curve, Rank-5  :96.9%
2024-05-10 06:34:22 transreid.train INFO: CMC curve, Rank-10 :98.3%
