2024-05-09 19:55:32 transreid INFO: Saving model in the path :log/transreid/market/fastvit_sa24_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 19:55:32 transreid INFO: Loaded configuration file configs/market/fastvit_sa24.yml
2024-05-09 19:55:32 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_sa24
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_sa24.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_sa24_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 19:55:33 transreid.check INFO: Dataset statistics:
2024-05-09 19:55:33 transreid.check INFO:   ----------------------------------------
2024-05-09 19:55:33 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 19:55:33 transreid.check INFO:   ----------------------------------------
2024-05-09 19:55:33 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 19:55:33 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 19:55:33 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 19:55:33 transreid.check INFO:   ----------------------------------------
2024-05-09 19:55:35 transreid INFO: ===========using cosine learning rate=======
2024-05-09 19:55:35 transreid.train INFO: start training
2024-05-09 19:56:19 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.045, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:56:49 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.053, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:57:19 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.007, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:57:49 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.993, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:58:20 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.968, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:58:50 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.944, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:59:20 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.910, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:59:50 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.885, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:00:20 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.856, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:00:50 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.836, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:01:21 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.817, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:01:51 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.789, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:02:21 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.765, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:02:51 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.748, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:03:21 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.732, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:03:51 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.717, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:04:22 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.702, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:04:52 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.686, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:05:01 transreid.train INFO: Epoch 1 done. Time per epoch: 562.206[s] Speed: 20.8[samples/s]
2024-05-09 20:05:32 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.399, Acc: 0.005, Base Lr: 8.72e-04
2024-05-09 20:06:02 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.406, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 20:06:32 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.383, Acc: 0.007, Base Lr: 8.72e-04
2024-05-09 20:07:02 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.387, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:07:32 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.393, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:08:02 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.384, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:08:32 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.367, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:09:02 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.363, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:09:32 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.358, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:10:03 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.349, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 20:10:33 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.333, Acc: 0.009, Base Lr: 8.72e-04
2024-05-09 20:11:03 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.313, Acc: 0.010, Base Lr: 8.72e-04
2024-05-09 20:11:33 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.295, Acc: 0.012, Base Lr: 8.72e-04
2024-05-09 20:12:03 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.280, Acc: 0.013, Base Lr: 8.72e-04
2024-05-09 20:12:33 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.264, Acc: 0.014, Base Lr: 8.72e-04
2024-05-09 20:13:03 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.245, Acc: 0.016, Base Lr: 8.72e-04
2024-05-09 20:13:33 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.225, Acc: 0.018, Base Lr: 8.72e-04
2024-05-09 20:14:04 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.209, Acc: 0.025, Base Lr: 8.72e-04
2024-05-09 20:14:13 transreid.train INFO: Epoch 2 done. Time per epoch: 551.712[s] Speed: 21.2[samples/s]
2024-05-09 20:14:43 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.941, Acc: 0.014, Base Lr: 1.27e-03
2024-05-09 20:15:14 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.915, Acc: 0.023, Base Lr: 1.27e-03
2024-05-09 20:15:44 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.928, Acc: 0.024, Base Lr: 1.27e-03
2024-05-09 20:16:14 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.923, Acc: 0.025, Base Lr: 1.27e-03
2024-05-09 20:16:44 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.922, Acc: 0.026, Base Lr: 1.27e-03
2024-05-09 20:17:15 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.919, Acc: 0.025, Base Lr: 1.27e-03
2024-05-09 20:17:45 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.904, Acc: 0.024, Base Lr: 1.27e-03
2024-05-09 20:18:15 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.889, Acc: 0.026, Base Lr: 1.27e-03
2024-05-09 20:18:45 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.876, Acc: 0.027, Base Lr: 1.27e-03
2024-05-09 20:19:16 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.858, Acc: 0.029, Base Lr: 1.27e-03
2024-05-09 20:19:46 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.837, Acc: 0.032, Base Lr: 1.27e-03
2024-05-09 20:20:16 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.821, Acc: 0.032, Base Lr: 1.27e-03
2024-05-09 20:20:47 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.806, Acc: 0.033, Base Lr: 1.27e-03
2024-05-09 20:21:17 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.788, Acc: 0.036, Base Lr: 1.27e-03
2024-05-09 20:21:47 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.771, Acc: 0.039, Base Lr: 1.27e-03
2024-05-09 20:22:17 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.748, Acc: 0.041, Base Lr: 1.27e-03
2024-05-09 20:22:47 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.726, Acc: 0.045, Base Lr: 1.27e-03
2024-05-09 20:23:18 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.690, Acc: 0.051, Base Lr: 1.27e-03
2024-05-09 20:23:27 transreid.train INFO: Epoch 3 done. Time per epoch: 553.987[s] Speed: 21.1[samples/s]
2024-05-09 20:23:57 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.383, Acc: 0.020, Base Lr: 1.66e-03
2024-05-09 20:24:28 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.385, Acc: 0.020, Base Lr: 1.66e-03
2024-05-09 20:24:58 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.342, Acc: 0.027, Base Lr: 1.66e-03
2024-05-09 20:25:28 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.347, Acc: 0.027, Base Lr: 1.66e-03
2024-05-09 20:25:59 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.332, Acc: 0.026, Base Lr: 1.66e-03
2024-05-09 20:26:29 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.307, Acc: 0.028, Base Lr: 1.66e-03
2024-05-09 20:26:59 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.272, Acc: 0.029, Base Lr: 1.66e-03
2024-05-09 20:27:29 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.244, Acc: 0.031, Base Lr: 1.66e-03
2024-05-09 20:28:00 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.217, Acc: 0.033, Base Lr: 1.66e-03
2024-05-09 20:28:30 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.185, Acc: 0.036, Base Lr: 1.66e-03
2024-05-09 20:29:00 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.148, Acc: 0.039, Base Lr: 1.66e-03
2024-05-09 20:29:30 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.112, Acc: 0.042, Base Lr: 1.66e-03
2024-05-09 20:30:01 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.060, Acc: 0.048, Base Lr: 1.66e-03
2024-05-09 20:30:31 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.011, Acc: 0.053, Base Lr: 1.66e-03
2024-05-09 20:31:01 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.964, Acc: 0.053, Base Lr: 1.66e-03
2024-05-09 20:31:31 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.906, Acc: 0.059, Base Lr: 1.66e-03
2024-05-09 20:32:02 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.837, Acc: 0.067, Base Lr: 1.66e-03
2024-05-09 20:32:32 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.769, Acc: 0.076, Base Lr: 1.66e-03
2024-05-09 20:32:41 transreid.train INFO: Epoch 4 done. Time per epoch: 554.359[s] Speed: 21.1[samples/s]
2024-05-09 20:33:12 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.661, Acc: 0.030, Base Lr: 2.06e-03
2024-05-09 20:33:42 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.636, Acc: 0.032, Base Lr: 2.06e-03
2024-05-09 20:34:13 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.564, Acc: 0.039, Base Lr: 2.06e-03
2024-05-09 20:34:43 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.523, Acc: 0.043, Base Lr: 2.06e-03
2024-05-09 20:35:13 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.451, Acc: 0.052, Base Lr: 2.06e-03
2024-05-09 20:35:43 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.385, Acc: 0.061, Base Lr: 2.06e-03
2024-05-09 20:36:13 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.322, Acc: 0.069, Base Lr: 2.06e-03
2024-05-09 20:36:44 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.248, Acc: 0.083, Base Lr: 2.06e-03
2024-05-09 20:37:14 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.189, Acc: 0.093, Base Lr: 2.06e-03
2024-05-09 20:37:44 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.132, Acc: 0.099, Base Lr: 2.06e-03
2024-05-09 20:38:14 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.099, Acc: 0.101, Base Lr: 2.06e-03
2024-05-09 20:38:44 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.060, Acc: 0.103, Base Lr: 2.06e-03
2024-05-09 20:39:15 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.028, Acc: 0.106, Base Lr: 2.06e-03
2024-05-09 20:39:45 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.971, Acc: 0.114, Base Lr: 2.06e-03
2024-05-09 20:40:15 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.905, Acc: 0.123, Base Lr: 2.06e-03
2024-05-09 20:40:45 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.833, Acc: 0.132, Base Lr: 2.06e-03
2024-05-09 20:41:15 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.752, Acc: 0.142, Base Lr: 2.06e-03
2024-05-09 20:41:46 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.655, Acc: 0.159, Base Lr: 2.06e-03
2024-05-09 20:41:58 transreid.train INFO: Epoch 5 done. Time per epoch: 556.866[s] Speed: 21.1[samples/s]
2024-05-09 20:42:29 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.813, Acc: 0.064, Base Lr: 2.46e-03
2024-05-09 20:42:59 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.741, Acc: 0.074, Base Lr: 2.46e-03
2024-05-09 20:43:29 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.750, Acc: 0.086, Base Lr: 2.46e-03
2024-05-09 20:43:59 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.664, Acc: 0.105, Base Lr: 2.46e-03
2024-05-09 20:44:30 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.589, Acc: 0.120, Base Lr: 2.46e-03
2024-05-09 20:45:00 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.514, Acc: 0.129, Base Lr: 2.46e-03
2024-05-09 20:45:30 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.454, Acc: 0.138, Base Lr: 2.46e-03
2024-05-09 20:46:00 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.391, Acc: 0.149, Base Lr: 2.46e-03
2024-05-09 20:46:30 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.315, Acc: 0.162, Base Lr: 2.46e-03
2024-05-09 20:47:01 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.282, Acc: 0.166, Base Lr: 2.46e-03
2024-05-09 20:47:31 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.220, Acc: 0.177, Base Lr: 2.46e-03
2024-05-09 20:48:01 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.151, Acc: 0.190, Base Lr: 2.46e-03
2024-05-09 20:48:32 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 5.107, Acc: 0.197, Base Lr: 2.46e-03
2024-05-09 20:49:02 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.041, Acc: 0.205, Base Lr: 2.46e-03
2024-05-09 20:49:32 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.965, Acc: 0.217, Base Lr: 2.46e-03
2024-05-09 20:50:02 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.890, Acc: 0.231, Base Lr: 2.46e-03
2024-05-09 20:50:32 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.793, Acc: 0.248, Base Lr: 2.46e-03
2024-05-09 20:51:02 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.691, Acc: 0.268, Base Lr: 2.46e-03
2024-05-09 20:51:11 transreid.train INFO: Epoch 6 done. Time per epoch: 553.506[s] Speed: 21.2[samples/s]
2024-05-09 20:51:42 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 5.073, Acc: 0.155, Base Lr: 2.85e-03
2024-05-09 20:52:12 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 5.025, Acc: 0.172, Base Lr: 2.85e-03
2024-05-09 20:52:43 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.929, Acc: 0.184, Base Lr: 2.85e-03
2024-05-09 20:53:13 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.871, Acc: 0.199, Base Lr: 2.85e-03
2024-05-09 20:53:43 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.794, Acc: 0.217, Base Lr: 2.85e-03
2024-05-09 20:54:13 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.676, Acc: 0.238, Base Lr: 2.85e-03
2024-05-09 20:54:43 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.565, Acc: 0.258, Base Lr: 2.85e-03
2024-05-09 20:55:14 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.491, Acc: 0.268, Base Lr: 2.85e-03
2024-05-09 20:55:44 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.422, Acc: 0.278, Base Lr: 2.85e-03
2024-05-09 20:56:14 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.373, Acc: 0.289, Base Lr: 2.85e-03
2024-05-09 20:56:44 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.336, Acc: 0.293, Base Lr: 2.85e-03
2024-05-09 20:57:14 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.283, Acc: 0.302, Base Lr: 2.85e-03
2024-05-09 20:57:45 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.231, Acc: 0.313, Base Lr: 2.85e-03
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2024-05-09 21:00:25 transreid.train INFO: Epoch 7 done. Time per epoch: 553.336[s] Speed: 21.2[samples/s]
2024-05-09 21:00:56 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.247, Acc: 0.272, Base Lr: 3.25e-03
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2024-05-09 21:09:38 transreid.train INFO: Epoch 8 done. Time per epoch: 553.631[s] Speed: 21.2[samples/s]
2024-05-09 21:10:09 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.838, Acc: 0.333, Base Lr: 3.64e-03
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2024-05-09 21:18:55 transreid.train INFO: Epoch 9 done. Time per epoch: 556.933[s] Speed: 21.1[samples/s]
2024-05-09 21:19:26 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.952, Acc: 0.472, Base Lr: 4.04e-03
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2024-05-09 21:28:09 transreid.train INFO: Epoch 10 done. Time per epoch: 553.612[s] Speed: 21.2[samples/s]
2024-05-09 21:28:40 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.603, Acc: 0.536, Base Lr: 4.44e-03
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2024-05-09 21:37:19 transreid.train INFO: Epoch 11 done. Time per epoch: 550.387[s] Speed: 21.3[samples/s]
2024-05-09 21:37:50 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.154, Acc: 0.605, Base Lr: 4.83e-03
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2024-05-09 21:46:31 transreid.train INFO: Epoch 12 done. Time per epoch: 551.510[s] Speed: 21.2[samples/s]
2024-05-09 21:47:02 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.961, Acc: 0.656, Base Lr: 5.23e-03
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2024-05-09 21:55:47 transreid.train INFO: Epoch 13 done. Time per epoch: 556.377[s] Speed: 21.1[samples/s]
2024-05-09 21:56:18 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.592, Acc: 0.703, Base Lr: 5.62e-03
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2024-05-09 22:05:06 transreid.train INFO: Epoch 14 done. Time per epoch: 558.553[s] Speed: 21.1[samples/s]
2024-05-09 22:05:37 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.351, Acc: 0.777, Base Lr: 6.02e-03
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2024-05-09 22:14:22 transreid.train INFO: Epoch 15 done. Time per epoch: 556.051[s] Speed: 21.1[samples/s]
2024-05-09 22:14:53 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.009, Acc: 0.842, Base Lr: 6.42e-03
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2024-05-09 22:23:37 transreid.train INFO: Epoch 16 done. Time per epoch: 555.282[s] Speed: 21.1[samples/s]
2024-05-09 22:24:08 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.806, Acc: 0.897, Base Lr: 6.81e-03
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2024-05-09 22:32:52 transreid.train INFO: Epoch 17 done. Time per epoch: 555.002[s] Speed: 21.1[samples/s]
2024-05-09 22:33:23 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.684, Acc: 0.913, Base Lr: 7.21e-03
2024-05-09 22:33:53 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.681, Acc: 0.902, Base Lr: 7.21e-03
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2024-05-09 22:37:25 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 0.635, Acc: 0.921, Base Lr: 7.21e-03
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2024-05-09 22:41:27 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.572, Acc: 0.932, Base Lr: 7.21e-03
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2024-05-09 22:42:07 transreid.train INFO: Epoch 18 done. Time per epoch: 554.730[s] Speed: 21.1[samples/s]
2024-05-09 22:42:37 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.665, Acc: 0.897, Base Lr: 7.60e-03
2024-05-09 22:43:08 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.640, Acc: 0.903, Base Lr: 7.60e-03
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2024-05-09 22:45:09 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.603, Acc: 0.917, Base Lr: 7.60e-03
2024-05-09 22:45:40 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.609, Acc: 0.918, Base Lr: 7.60e-03
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2024-05-09 22:50:12 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.556, Acc: 0.931, Base Lr: 7.60e-03
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2024-05-09 22:51:13 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.536, Acc: 0.935, Base Lr: 7.60e-03
2024-05-09 22:51:25 transreid.train INFO: Epoch 19 done. Time per epoch: 558.238[s] Speed: 21.1[samples/s]
2024-05-09 22:51:56 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.517, Acc: 0.908, Base Lr: 7.47e-03
2024-05-09 22:52:26 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.553, Acc: 0.912, Base Lr: 7.47e-03
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2024-05-09 22:53:57 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.514, Acc: 0.923, Base Lr: 7.47e-03
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2024-05-09 22:54:57 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.516, Acc: 0.930, Base Lr: 7.47e-03
2024-05-09 22:55:28 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.510, Acc: 0.934, Base Lr: 7.47e-03
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2024-05-09 23:00:00 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.465, Acc: 0.945, Base Lr: 7.47e-03
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2024-05-09 23:00:40 transreid.train INFO: Epoch 20 done. Time per epoch: 554.758[s] Speed: 21.1[samples/s]
2024-05-09 23:02:49 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 23:02:49 transreid.train INFO: mAP: 61.2%
2024-05-09 23:02:50 transreid.train INFO: CMC curve, Rank-1  :81.1%
2024-05-09 23:02:50 transreid.train INFO: CMC curve, Rank-5  :92.4%
2024-05-09 23:02:50 transreid.train INFO: CMC curve, Rank-10 :95.0%
2024-05-09 23:03:20 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.613, Acc: 0.931, Base Lr: 7.41e-03
2024-05-09 23:03:50 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.572, Acc: 0.934, Base Lr: 7.41e-03
2024-05-09 23:04:21 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.542, Acc: 0.933, Base Lr: 7.41e-03
2024-05-09 23:04:51 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.515, Acc: 0.941, Base Lr: 7.41e-03
2024-05-09 23:05:21 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.483, Acc: 0.945, Base Lr: 7.41e-03
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2024-05-09 23:06:22 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.469, Acc: 0.945, Base Lr: 7.41e-03
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2024-05-09 23:07:23 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.453, Acc: 0.947, Base Lr: 7.41e-03
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2024-05-09 23:08:24 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.441, Acc: 0.948, Base Lr: 7.41e-03
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2024-05-09 23:09:24 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.426, Acc: 0.951, Base Lr: 7.41e-03
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2024-05-09 23:10:25 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.419, Acc: 0.952, Base Lr: 7.41e-03
2024-05-09 23:10:55 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.412, Acc: 0.953, Base Lr: 7.41e-03
2024-05-09 23:11:25 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.405, Acc: 0.954, Base Lr: 7.41e-03
2024-05-09 23:11:56 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.397, Acc: 0.955, Base Lr: 7.41e-03
2024-05-09 23:12:08 transreid.train INFO: Epoch 21 done. Time per epoch: 558.353[s] Speed: 21.1[samples/s]
2024-05-09 23:12:39 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.497, Acc: 0.934, Base Lr: 7.36e-03
2024-05-09 23:13:09 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.457, Acc: 0.944, Base Lr: 7.36e-03
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2024-05-09 23:14:10 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.408, Acc: 0.951, Base Lr: 7.36e-03
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2024-05-09 23:18:43 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.378, Acc: 0.958, Base Lr: 7.36e-03
2024-05-09 23:19:14 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.379, Acc: 0.958, Base Lr: 7.36e-03
2024-05-09 23:19:44 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.371, Acc: 0.959, Base Lr: 7.36e-03
2024-05-09 23:20:14 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.367, Acc: 0.959, Base Lr: 7.36e-03
2024-05-09 23:20:44 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.363, Acc: 0.960, Base Lr: 7.36e-03
2024-05-09 23:21:12 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.354, Acc: 0.961, Base Lr: 7.36e-03
2024-05-09 23:21:21 transreid.train INFO: Epoch 22 done. Time per epoch: 553.469[s] Speed: 21.2[samples/s]
2024-05-09 23:21:52 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.419, Acc: 0.948, Base Lr: 7.30e-03
2024-05-09 23:22:23 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.437, Acc: 0.947, Base Lr: 7.30e-03
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2024-05-09 23:26:25 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.374, Acc: 0.956, Base Lr: 7.30e-03
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2024-05-09 23:30:37 transreid.train INFO: Epoch 23 done. Time per epoch: 555.362[s] Speed: 21.1[samples/s]
2024-05-09 23:31:07 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.347, Acc: 0.964, Base Lr: 7.24e-03
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2024-05-09 23:39:09 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 0.316, Acc: 0.969, Base Lr: 7.24e-03
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2024-05-09 23:39:51 transreid.train INFO: Epoch 24 done. Time per epoch: 554.458[s] Speed: 21.2[samples/s]
2024-05-09 23:40:22 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.282, Acc: 0.967, Base Lr: 7.18e-03
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2024-05-09 23:43:24 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 0.272, Acc: 0.968, Base Lr: 7.18e-03
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2024-05-09 23:49:06 transreid.train INFO: Epoch 25 done. Time per epoch: 555.165[s] Speed: 21.1[samples/s]
2024-05-09 23:49:37 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.279, Acc: 0.973, Base Lr: 7.11e-03
2024-05-09 23:50:08 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.280, Acc: 0.964, Base Lr: 7.11e-03
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2024-05-09 23:51:39 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.265, Acc: 0.970, Base Lr: 7.11e-03
2024-05-09 23:52:09 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.267, Acc: 0.971, Base Lr: 7.11e-03
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2024-05-09 23:53:09 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.257, Acc: 0.973, Base Lr: 7.11e-03
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2024-05-09 23:56:42 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.247, Acc: 0.975, Base Lr: 7.11e-03
2024-05-09 23:57:12 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.244, Acc: 0.975, Base Lr: 7.11e-03
2024-05-09 23:57:42 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.238, Acc: 0.976, Base Lr: 7.11e-03
2024-05-09 23:58:13 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.233, Acc: 0.977, Base Lr: 7.11e-03
2024-05-09 23:58:22 transreid.train INFO: Epoch 26 done. Time per epoch: 555.671[s] Speed: 21.1[samples/s]
2024-05-09 23:58:53 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.290, Acc: 0.977, Base Lr: 7.04e-03
2024-05-09 23:59:23 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.256, Acc: 0.976, Base Lr: 7.04e-03
2024-05-09 23:59:53 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.255, Acc: 0.976, Base Lr: 7.04e-03
2024-05-10 00:00:23 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.242, Acc: 0.976, Base Lr: 7.04e-03
2024-05-10 00:00:54 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.243, Acc: 0.976, Base Lr: 7.04e-03
2024-05-10 00:01:24 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.240, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 00:01:54 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.246, Acc: 0.975, Base Lr: 7.04e-03
2024-05-10 00:02:25 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.253, Acc: 0.975, Base Lr: 7.04e-03
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2024-05-10 00:03:26 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.248, Acc: 0.976, Base Lr: 7.04e-03
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2024-05-10 00:05:57 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.240, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 00:06:27 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.236, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 00:06:57 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.231, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 00:07:28 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.224, Acc: 0.978, Base Lr: 7.04e-03
2024-05-10 00:07:37 transreid.train INFO: Epoch 27 done. Time per epoch: 555.002[s] Speed: 21.1[samples/s]
2024-05-10 00:08:08 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.207, Acc: 0.977, Base Lr: 6.97e-03
2024-05-10 00:08:38 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.213, Acc: 0.979, Base Lr: 6.97e-03
2024-05-10 00:09:08 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.233, Acc: 0.975, Base Lr: 6.97e-03
2024-05-10 00:09:39 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.240, Acc: 0.973, Base Lr: 6.97e-03
2024-05-10 00:10:09 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.244, Acc: 0.972, Base Lr: 6.97e-03
2024-05-10 00:10:39 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.241, Acc: 0.973, Base Lr: 6.97e-03
2024-05-10 00:11:10 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.233, Acc: 0.974, Base Lr: 6.97e-03
2024-05-10 00:11:40 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.232, Acc: 0.975, Base Lr: 6.97e-03
2024-05-10 00:12:10 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.226, Acc: 0.977, Base Lr: 6.97e-03
2024-05-10 00:12:41 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.222, Acc: 0.978, Base Lr: 6.97e-03
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2024-05-10 00:15:42 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.216, Acc: 0.979, Base Lr: 6.97e-03
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2024-05-10 00:16:52 transreid.train INFO: Epoch 28 done. Time per epoch: 554.828[s] Speed: 21.1[samples/s]
2024-05-10 00:17:23 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.230, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 00:17:53 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.268, Acc: 0.967, Base Lr: 6.90e-03
2024-05-10 00:18:23 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.266, Acc: 0.969, Base Lr: 6.90e-03
2024-05-10 00:18:54 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.248, Acc: 0.973, Base Lr: 6.90e-03
2024-05-10 00:19:24 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.237, Acc: 0.974, Base Lr: 6.90e-03
2024-05-10 00:19:54 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.228, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 00:20:25 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.224, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 00:20:55 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.225, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 00:21:25 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.223, Acc: 0.976, Base Lr: 6.90e-03
2024-05-10 00:21:55 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.215, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 00:22:26 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.213, Acc: 0.978, Base Lr: 6.90e-03
2024-05-10 00:22:56 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.206, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 00:23:26 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 0.203, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 00:23:57 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.201, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 00:24:27 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.197, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 00:24:58 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.193, Acc: 0.980, Base Lr: 6.90e-03
2024-05-10 00:25:28 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.191, Acc: 0.980, Base Lr: 6.90e-03
2024-05-10 00:25:58 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.189, Acc: 0.981, Base Lr: 6.90e-03
2024-05-10 00:26:07 transreid.train INFO: Epoch 29 done. Time per epoch: 555.160[s] Speed: 21.1[samples/s]
2024-05-10 00:26:38 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.211, Acc: 0.978, Base Lr: 6.83e-03
2024-05-10 00:27:08 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.201, Acc: 0.982, Base Lr: 6.83e-03
2024-05-10 00:27:38 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.177, Acc: 0.983, Base Lr: 6.83e-03
2024-05-10 00:28:09 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.193, Acc: 0.980, Base Lr: 6.83e-03
2024-05-10 00:28:39 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.201, Acc: 0.978, Base Lr: 6.83e-03
2024-05-10 00:29:09 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.197, Acc: 0.978, Base Lr: 6.83e-03
2024-05-10 00:29:40 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.196, Acc: 0.979, Base Lr: 6.83e-03
2024-05-10 00:30:10 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.200, Acc: 0.979, Base Lr: 6.83e-03
2024-05-10 00:30:40 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.204, Acc: 0.978, Base Lr: 6.83e-03
2024-05-10 00:31:10 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.204, Acc: 0.978, Base Lr: 6.83e-03
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2024-05-10 00:32:11 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.196, Acc: 0.979, Base Lr: 6.83e-03
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2024-05-10 00:33:12 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.190, Acc: 0.980, Base Lr: 6.83e-03
2024-05-10 00:33:42 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.190, Acc: 0.981, Base Lr: 6.83e-03
2024-05-10 00:34:12 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.189, Acc: 0.981, Base Lr: 6.83e-03
2024-05-10 00:34:42 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.186, Acc: 0.981, Base Lr: 6.83e-03
2024-05-10 00:35:13 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.187, Acc: 0.981, Base Lr: 6.83e-03
2024-05-10 00:35:25 transreid.train INFO: Epoch 30 done. Time per epoch: 558.025[s] Speed: 21.1[samples/s]
2024-05-10 00:35:56 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.206, Acc: 0.983, Base Lr: 6.76e-03
2024-05-10 00:36:26 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.218, Acc: 0.978, Base Lr: 6.76e-03
2024-05-10 00:36:56 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.222, Acc: 0.977, Base Lr: 6.76e-03
2024-05-10 00:37:27 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.207, Acc: 0.980, Base Lr: 6.76e-03
2024-05-10 00:37:57 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 0.197, Acc: 0.982, Base Lr: 6.76e-03
2024-05-10 00:38:27 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.201, Acc: 0.981, Base Lr: 6.76e-03
2024-05-10 00:38:57 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.200, Acc: 0.982, Base Lr: 6.76e-03
2024-05-10 00:39:28 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.200, Acc: 0.980, Base Lr: 6.76e-03
2024-05-10 00:39:58 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.202, Acc: 0.981, Base Lr: 6.76e-03
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2024-05-10 00:44:38 transreid.train INFO: Epoch 31 done. Time per epoch: 552.667[s] Speed: 21.1[samples/s]
2024-05-10 00:45:09 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.159, Acc: 0.980, Base Lr: 6.68e-03
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2024-05-10 00:53:14 transreid.train INFO: Epoch[32] Iter[170/186] Loss: 0.149, Acc: 0.985, Base Lr: 6.68e-03
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2024-05-10 00:53:53 transreid.train INFO: Epoch 32 done. Time per epoch: 555.411[s] Speed: 21.1[samples/s]
2024-05-10 00:54:24 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.212, Acc: 0.978, Base Lr: 6.60e-03
2024-05-10 00:54:54 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.219, Acc: 0.978, Base Lr: 6.60e-03
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2024-05-10 00:56:25 transreid.train INFO: Epoch[33] Iter[50/186] Loss: 0.190, Acc: 0.982, Base Lr: 6.60e-03
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2024-05-10 00:57:26 transreid.train INFO: Epoch[33] Iter[70/186] Loss: 0.190, Acc: 0.982, Base Lr: 6.60e-03
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2024-05-10 00:58:27 transreid.train INFO: Epoch[33] Iter[90/186] Loss: 0.177, Acc: 0.984, Base Lr: 6.60e-03
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2024-05-10 01:00:28 transreid.train INFO: Epoch[33] Iter[130/186] Loss: 0.167, Acc: 0.984, Base Lr: 6.60e-03
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2024-05-10 01:01:28 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.160, Acc: 0.985, Base Lr: 6.60e-03
2024-05-10 01:01:59 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.157, Acc: 0.985, Base Lr: 6.60e-03
2024-05-10 01:02:29 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.153, Acc: 0.985, Base Lr: 6.60e-03
2024-05-10 01:02:59 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 0.150, Acc: 0.985, Base Lr: 6.60e-03
2024-05-10 01:03:11 transreid.train INFO: Epoch 33 done. Time per epoch: 558.103[s] Speed: 21.1[samples/s]
2024-05-10 01:03:42 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.185, Acc: 0.986, Base Lr: 6.52e-03
2024-05-10 01:04:12 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.170, Acc: 0.984, Base Lr: 6.52e-03
2024-05-10 01:04:43 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 0.193, Acc: 0.983, Base Lr: 6.52e-03
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2024-05-10 01:05:43 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 0.183, Acc: 0.983, Base Lr: 6.52e-03
2024-05-10 01:06:14 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.167, Acc: 0.985, Base Lr: 6.52e-03
2024-05-10 01:06:44 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.163, Acc: 0.985, Base Lr: 6.52e-03
2024-05-10 01:07:14 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.157, Acc: 0.987, Base Lr: 6.52e-03
2024-05-10 01:07:45 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 0.157, Acc: 0.987, Base Lr: 6.52e-03
2024-05-10 01:08:15 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.155, Acc: 0.987, Base Lr: 6.52e-03
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2024-05-10 01:09:17 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.150, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-10 01:10:14 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.145, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 01:10:44 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.142, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 01:11:14 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.138, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 01:11:45 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.136, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 01:12:15 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.134, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 01:12:27 transreid.train INFO: Epoch 34 done. Time per epoch: 556.206[s] Speed: 21.2[samples/s]
2024-05-10 01:12:58 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.194, Acc: 0.984, Base Lr: 6.44e-03
2024-05-10 01:13:29 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.183, Acc: 0.983, Base Lr: 6.44e-03
2024-05-10 01:13:59 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.163, Acc: 0.984, Base Lr: 6.44e-03
2024-05-10 01:14:29 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.163, Acc: 0.982, Base Lr: 6.44e-03
2024-05-10 01:14:59 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.166, Acc: 0.983, Base Lr: 6.44e-03
2024-05-10 01:15:30 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.161, Acc: 0.983, Base Lr: 6.44e-03
2024-05-10 01:16:00 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.163, Acc: 0.983, Base Lr: 6.44e-03
2024-05-10 01:16:30 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.156, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:17:01 transreid.train INFO: Epoch[35] Iter[90/186] Loss: 0.160, Acc: 0.984, Base Lr: 6.44e-03
2024-05-10 01:17:31 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.159, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:18:01 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.157, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:18:31 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.155, Acc: 0.984, Base Lr: 6.44e-03
2024-05-10 01:19:02 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.152, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:19:32 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.149, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:20:03 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.147, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 01:20:33 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.144, Acc: 0.986, Base Lr: 6.44e-03
2024-05-10 01:21:03 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.141, Acc: 0.986, Base Lr: 6.44e-03
2024-05-10 01:21:33 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.139, Acc: 0.986, Base Lr: 6.44e-03
2024-05-10 01:21:46 transreid.train INFO: Epoch 35 done. Time per epoch: 558.305[s] Speed: 21.1[samples/s]
2024-05-10 01:22:16 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 01:22:47 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.125, Acc: 0.986, Base Lr: 6.35e-03
2024-05-10 01:23:14 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.132, Acc: 0.986, Base Lr: 6.35e-03
2024-05-10 01:23:44 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.136, Acc: 0.986, Base Lr: 6.35e-03
2024-05-10 01:24:15 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.142, Acc: 0.985, Base Lr: 6.35e-03
2024-05-10 01:24:45 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.135, Acc: 0.986, Base Lr: 6.35e-03
2024-05-10 01:25:16 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.125, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:25:46 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.35e-03
2024-05-10 01:26:16 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.125, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:26:46 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.35e-03
2024-05-10 01:27:17 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.131, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:27:47 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.128, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:28:18 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.128, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:28:48 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.127, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:29:18 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.127, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:29:48 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.35e-03
2024-05-10 01:30:19 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.35e-03
2024-05-10 01:30:49 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.123, Acc: 0.987, Base Lr: 6.35e-03
2024-05-10 01:31:01 transreid.train INFO: Epoch 36 done. Time per epoch: 555.309[s] Speed: 21.2[samples/s]
2024-05-10 01:31:32 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.145, Acc: 0.983, Base Lr: 6.27e-03
2024-05-10 01:32:02 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.133, Acc: 0.981, Base Lr: 6.27e-03
2024-05-10 01:32:33 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.130, Acc: 0.985, Base Lr: 6.27e-03
2024-05-10 01:33:03 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.116, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:33:33 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.120, Acc: 0.987, Base Lr: 6.27e-03
2024-05-10 01:34:04 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:34:34 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.115, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:35:04 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.121, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:35:35 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.119, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:36:05 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.123, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:36:35 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.122, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:37:05 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.123, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:37:36 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.118, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 01:38:06 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.116, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:38:36 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.114, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:39:07 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.113, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:39:37 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.111, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:40:07 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.111, Acc: 0.989, Base Lr: 6.27e-03
2024-05-10 01:40:20 transreid.train INFO: Epoch 37 done. Time per epoch: 558.516[s] Speed: 21.1[samples/s]
2024-05-10 01:40:51 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.128, Acc: 0.986, Base Lr: 6.18e-03
2024-05-10 01:41:21 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.153, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:41:51 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.158, Acc: 0.987, Base Lr: 6.18e-03
2024-05-10 01:42:21 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 0.148, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:42:52 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.145, Acc: 0.987, Base Lr: 6.18e-03
2024-05-10 01:43:22 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.143, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:43:52 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.143, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:44:23 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.139, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:44:53 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.135, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:45:23 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.136, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:45:54 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.131, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:46:24 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.133, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:46:54 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.132, Acc: 0.988, Base Lr: 6.18e-03
2024-05-10 01:47:25 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.127, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:47:55 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.123, Acc: 0.989, Base Lr: 6.18e-03
2024-05-10 01:48:25 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.119, Acc: 0.990, Base Lr: 6.18e-03
2024-05-10 01:48:56 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.116, Acc: 0.990, Base Lr: 6.18e-03
2024-05-10 01:49:26 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.117, Acc: 0.990, Base Lr: 6.18e-03
2024-05-10 01:49:35 transreid.train INFO: Epoch 38 done. Time per epoch: 555.835[s] Speed: 21.1[samples/s]
2024-05-10 01:50:06 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.132, Acc: 0.991, Base Lr: 6.09e-03
2024-05-10 01:50:37 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.115, Acc: 0.991, Base Lr: 6.09e-03
2024-05-10 01:51:07 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.126, Acc: 0.991, Base Lr: 6.09e-03
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2024-05-10 01:52:08 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.126, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:52:38 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:53:08 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.118, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:53:38 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.123, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:54:09 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.119, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:54:39 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.125, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:55:09 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:55:40 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.121, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:56:10 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.118, Acc: 0.989, Base Lr: 6.09e-03
2024-05-10 01:56:40 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.115, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:57:11 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.115, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:57:41 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.113, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:58:11 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.110, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:58:41 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.108, Acc: 0.990, Base Lr: 6.09e-03
2024-05-10 01:58:51 transreid.train INFO: Epoch 39 done. Time per epoch: 555.229[s] Speed: 21.1[samples/s]
2024-05-10 01:59:22 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.189, Acc: 0.981, Base Lr: 6.00e-03
2024-05-10 01:59:52 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.165, Acc: 0.983, Base Lr: 6.00e-03
2024-05-10 02:00:22 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.153, Acc: 0.984, Base Lr: 6.00e-03
2024-05-10 02:00:53 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.157, Acc: 0.982, Base Lr: 6.00e-03
2024-05-10 02:01:23 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.149, Acc: 0.982, Base Lr: 6.00e-03
2024-05-10 02:01:53 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.147, Acc: 0.984, Base Lr: 6.00e-03
2024-05-10 02:02:24 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.142, Acc: 0.984, Base Lr: 6.00e-03
2024-05-10 02:02:54 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.143, Acc: 0.984, Base Lr: 6.00e-03
2024-05-10 02:03:24 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.139, Acc: 0.985, Base Lr: 6.00e-03
2024-05-10 02:03:54 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.134, Acc: 0.986, Base Lr: 6.00e-03
2024-05-10 02:04:25 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.137, Acc: 0.986, Base Lr: 6.00e-03
2024-05-10 02:04:55 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.133, Acc: 0.987, Base Lr: 6.00e-03
2024-05-10 02:05:25 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.131, Acc: 0.988, Base Lr: 6.00e-03
2024-05-10 02:05:56 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.127, Acc: 0.988, Base Lr: 6.00e-03
2024-05-10 02:06:26 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.126, Acc: 0.988, Base Lr: 6.00e-03
2024-05-10 02:06:57 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.00e-03
2024-05-10 02:07:27 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.121, Acc: 0.989, Base Lr: 6.00e-03
2024-05-10 02:07:57 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.118, Acc: 0.989, Base Lr: 6.00e-03
2024-05-10 02:08:06 transreid.train INFO: Epoch 40 done. Time per epoch: 555.635[s] Speed: 21.1[samples/s]
2024-05-10 02:10:10 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 02:10:10 transreid.train INFO: mAP: 67.6%
2024-05-10 02:10:10 transreid.train INFO: CMC curve, Rank-1  :85.1%
2024-05-10 02:10:10 transreid.train INFO: CMC curve, Rank-5  :94.2%
2024-05-10 02:10:10 transreid.train INFO: CMC curve, Rank-10 :96.6%
2024-05-10 02:10:41 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.147, Acc: 0.983, Base Lr: 5.91e-03
2024-05-10 02:11:12 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.141, Acc: 0.986, Base Lr: 5.91e-03
2024-05-10 02:11:42 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.132, Acc: 0.987, Base Lr: 5.91e-03
2024-05-10 02:12:13 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.120, Acc: 0.988, Base Lr: 5.91e-03
2024-05-10 02:12:43 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.114, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:13:13 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.112, Acc: 0.990, Base Lr: 5.91e-03
2024-05-10 02:13:43 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.116, Acc: 0.990, Base Lr: 5.91e-03
2024-05-10 02:14:13 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.113, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:14:44 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.109, Acc: 0.990, Base Lr: 5.91e-03
2024-05-10 02:15:14 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.112, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:15:44 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.113, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:16:15 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.113, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:16:45 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.112, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:17:16 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.111, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:17:46 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.109, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:18:16 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.106, Acc: 0.989, Base Lr: 5.91e-03
2024-05-10 02:18:46 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.105, Acc: 0.990, Base Lr: 5.91e-03
2024-05-10 02:19:16 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.102, Acc: 0.990, Base Lr: 5.91e-03
2024-05-10 02:19:29 transreid.train INFO: Epoch 41 done. Time per epoch: 558.290[s] Speed: 21.1[samples/s]
2024-05-10 02:20:00 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.087, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:20:30 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.111, Acc: 0.988, Base Lr: 5.82e-03
2024-05-10 02:21:01 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.114, Acc: 0.989, Base Lr: 5.82e-03
2024-05-10 02:21:31 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.115, Acc: 0.988, Base Lr: 5.82e-03
2024-05-10 02:22:01 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.114, Acc: 0.989, Base Lr: 5.82e-03
2024-05-10 02:22:32 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.108, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:23:02 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.110, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:23:33 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:24:03 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.102, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:24:33 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:25:03 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.102, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:25:33 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.101, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:26:04 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.100, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:26:34 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.101, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 02:27:05 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.100, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:27:35 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:28:05 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:28:36 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 02:28:48 transreid.train INFO: Epoch 42 done. Time per epoch: 559.275[s] Speed: 21.1[samples/s]
2024-05-10 02:29:19 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:29:49 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:30:19 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:30:49 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.105, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:31:20 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:31:50 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.109, Acc: 0.990, Base Lr: 5.73e-03
2024-05-10 02:32:20 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.110, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:32:51 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.110, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:33:21 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 02:33:52 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:34:22 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.102, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:34:52 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:35:22 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:35:52 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.096, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:36:23 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.094, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:36:53 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:37:23 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.091, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:37:54 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.090, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 02:38:06 transreid.train INFO: Epoch 43 done. Time per epoch: 558.046[s] Speed: 21.1[samples/s]
2024-05-10 02:38:37 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.125, Acc: 0.989, Base Lr: 5.63e-03
2024-05-10 02:39:08 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.125, Acc: 0.985, Base Lr: 5.63e-03
2024-05-10 02:39:38 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.132, Acc: 0.985, Base Lr: 5.63e-03
2024-05-10 02:40:08 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.118, Acc: 0.988, Base Lr: 5.63e-03
2024-05-10 02:40:38 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.118, Acc: 0.988, Base Lr: 5.63e-03
2024-05-10 02:41:09 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.116, Acc: 0.990, Base Lr: 5.63e-03
2024-05-10 02:41:39 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.109, Acc: 0.990, Base Lr: 5.63e-03
2024-05-10 02:42:09 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:42:40 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:43:10 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:43:40 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:44:11 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.101, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:44:41 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:45:12 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.097, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:45:41 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.096, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:46:12 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.095, Acc: 0.991, Base Lr: 5.63e-03
2024-05-10 02:46:42 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.63e-03
2024-05-10 02:47:12 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.63e-03
2024-05-10 02:47:25 transreid.train INFO: Epoch 44 done. Time per epoch: 558.462[s] Speed: 21.1[samples/s]
2024-05-10 02:47:56 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 02:48:26 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.068, Acc: 0.993, Base Lr: 5.54e-03
2024-05-10 02:48:56 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.075, Acc: 0.993, Base Lr: 5.54e-03
2024-05-10 02:49:27 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.092, Acc: 0.993, Base Lr: 5.54e-03
2024-05-10 02:49:57 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.104, Acc: 0.992, Base Lr: 5.54e-03
2024-05-10 02:50:28 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.100, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:50:58 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.100, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:51:28 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.103, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:51:58 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.099, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:52:29 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.096, Acc: 0.990, Base Lr: 5.54e-03
2024-05-10 02:52:59 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.093, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:53:30 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.091, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:54:00 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.091, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:54:30 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:55:01 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:55:31 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.087, Acc: 0.991, Base Lr: 5.54e-03
2024-05-10 02:56:02 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.54e-03
2024-05-10 02:56:32 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.085, Acc: 0.992, Base Lr: 5.54e-03
2024-05-10 02:56:41 transreid.train INFO: Epoch 45 done. Time per epoch: 556.125[s] Speed: 21.1[samples/s]
2024-05-10 02:57:12 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 02:57:39 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.083, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 02:58:10 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.094, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 02:58:40 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.092, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 02:59:10 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.092, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 02:59:41 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.096, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 03:00:11 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.099, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 03:00:42 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.096, Acc: 0.990, Base Lr: 5.44e-03
2024-05-10 03:01:12 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.093, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 03:01:42 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.093, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 03:02:12 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.093, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 03:02:43 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.096, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 03:03:13 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.098, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 03:03:43 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.096, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 03:04:14 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 03:04:44 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.094, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 03:05:15 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 03:05:45 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.091, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 03:05:54 transreid.train INFO: Epoch 46 done. Time per epoch: 553.596[s] Speed: 21.2[samples/s]
2024-05-10 03:06:25 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.068, Acc: 0.994, Base Lr: 5.34e-03
2024-05-10 03:06:56 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 03:07:26 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 03:07:56 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 03:08:26 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 03:08:56 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.079, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 03:09:27 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 03:09:57 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.080, Acc: 0.994, Base Lr: 5.34e-03
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2024-05-10 03:15:09 transreid.train INFO: Epoch 47 done. Time per epoch: 554.971[s] Speed: 21.2[samples/s]
2024-05-10 03:15:40 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.115, Acc: 0.989, Base Lr: 5.24e-03
2024-05-10 03:16:11 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.120, Acc: 0.986, Base Lr: 5.24e-03
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2024-05-10 03:19:12 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.097, Acc: 0.990, Base Lr: 5.24e-03
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2024-05-10 03:24:28 transreid.train INFO: Epoch 48 done. Time per epoch: 558.804[s] Speed: 21.1[samples/s]
2024-05-10 03:24:59 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.095, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-10 03:28:01 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.093, Acc: 0.992, Base Lr: 5.14e-03
2024-05-10 03:28:31 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.14e-03
2024-05-10 03:29:02 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.086, Acc: 0.993, Base Lr: 5.14e-03
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2024-05-10 03:33:43 transreid.train INFO: Epoch 49 done. Time per epoch: 555.286[s] Speed: 21.1[samples/s]
2024-05-10 03:34:14 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.074, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 03:34:45 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.04e-03
2024-05-10 03:35:15 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.094, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 03:36:46 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.093, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 03:37:16 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.090, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 03:37:47 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.088, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 03:38:17 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.087, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-10 03:39:18 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.081, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 03:40:18 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 03:41:19 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.04e-03
2024-05-10 03:41:49 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 03:43:02 transreid.train INFO: Epoch 50 done. Time per epoch: 558.718[s] Speed: 21.1[samples/s]
2024-05-10 03:43:33 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 4.94e-03
2024-05-10 03:44:03 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 03:44:34 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-10 03:46:04 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 03:47:05 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.076, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-10 03:49:06 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 03:50:07 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 03:50:37 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 03:51:07 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-10 03:52:20 transreid.train INFO: Epoch 51 done. Time per epoch: 558.078[s] Speed: 21.1[samples/s]
2024-05-10 03:52:51 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.091, Acc: 0.994, Base Lr: 4.84e-03
2024-05-10 03:53:21 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 03:53:51 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.089, Acc: 0.991, Base Lr: 4.84e-03
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2024-05-10 03:54:52 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.093, Acc: 0.992, Base Lr: 4.84e-03
2024-05-10 03:55:23 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.086, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 03:55:53 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 03:56:23 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-10 03:57:23 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-10 03:59:25 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 03:59:55 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 04:00:25 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-10 04:01:38 transreid.train INFO: Epoch 52 done. Time per epoch: 558.298[s] Speed: 21.1[samples/s]
2024-05-10 04:02:09 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 04:02:39 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 04:03:10 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.075, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:03:40 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.079, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:04:10 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 04:04:40 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:05:11 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 04:05:41 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:06:12 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:06:42 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:07:12 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-10 04:09:14 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.063, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 04:09:44 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-10 04:10:57 transreid.train INFO: Epoch 53 done. Time per epoch: 558.394[s] Speed: 21.1[samples/s]
2024-05-10 04:11:28 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.109, Acc: 0.991, Base Lr: 4.63e-03
2024-05-10 04:11:58 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.085, Acc: 0.992, Base Lr: 4.63e-03
2024-05-10 04:12:28 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.63e-03
2024-05-10 04:12:58 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.072, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:13:29 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.069, Acc: 0.993, Base Lr: 4.63e-03
2024-05-10 04:13:59 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 04:14:30 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:15:00 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:15:30 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.063, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:16:00 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.063, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:16:31 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-10 04:18:32 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.060, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 04:19:02 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.060, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-10 04:20:15 transreid.train INFO: Epoch 54 done. Time per epoch: 557.879[s] Speed: 21.1[samples/s]
2024-05-10 04:20:46 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.091, Acc: 0.992, Base Lr: 4.53e-03
2024-05-10 04:21:16 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.084, Acc: 0.991, Base Lr: 4.53e-03
2024-05-10 04:21:47 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.085, Acc: 0.992, Base Lr: 4.53e-03
2024-05-10 04:22:17 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.091, Acc: 0.992, Base Lr: 4.53e-03
2024-05-10 04:22:47 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.094, Acc: 0.992, Base Lr: 4.53e-03
2024-05-10 04:23:18 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.091, Acc: 0.992, Base Lr: 4.53e-03
2024-05-10 04:23:48 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.53e-03
2024-05-10 04:24:18 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.53e-03
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2024-05-10 04:28:21 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-10 04:29:31 transreid.train INFO: Epoch 55 done. Time per epoch: 555.877[s] Speed: 21.1[samples/s]
2024-05-10 04:30:01 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-10 04:33:34 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.43e-03
2024-05-10 04:34:04 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-10 04:35:05 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.063, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-10 04:36:06 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:36:36 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:37:06 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:37:37 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:38:07 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:38:37 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 04:38:47 transreid.train INFO: Epoch 56 done. Time per epoch: 556.076[s] Speed: 21.1[samples/s]
2024-05-10 04:39:17 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.083, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 04:39:48 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.081, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 04:40:18 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.080, Acc: 0.997, Base Lr: 4.32e-03
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2024-05-10 04:41:19 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 04:41:49 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 04:42:19 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 04:42:50 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 04:43:20 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 04:43:50 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 04:44:21 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.32e-03
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2024-05-10 04:45:21 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 04:45:52 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 04:46:19 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 04:46:50 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 04:47:20 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-10 04:48:02 transreid.train INFO: Epoch 57 done. Time per epoch: 555.844[s] Speed: 21.2[samples/s]
2024-05-10 04:48:34 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.064, Acc: 0.989, Base Lr: 4.22e-03
2024-05-10 04:49:04 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.051, Acc: 0.993, Base Lr: 4.22e-03
2024-05-10 04:49:34 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.059, Acc: 0.993, Base Lr: 4.22e-03
2024-05-10 04:50:05 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.058, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:50:35 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 04:51:06 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:51:36 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:52:06 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.073, Acc: 0.993, Base Lr: 4.22e-03
2024-05-10 04:52:36 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.068, Acc: 0.993, Base Lr: 4.22e-03
2024-05-10 04:53:06 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.065, Acc: 0.993, Base Lr: 4.22e-03
2024-05-10 04:53:36 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:54:07 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:54:37 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:55:08 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:55:38 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:56:08 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:56:38 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:57:09 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 04:57:18 transreid.train INFO: Epoch 58 done. Time per epoch: 555.407[s] Speed: 21.1[samples/s]
2024-05-10 04:57:49 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.096, Acc: 0.986, Base Lr: 4.11e-03
2024-05-10 04:58:19 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.090, Acc: 0.991, Base Lr: 4.11e-03
2024-05-10 04:58:49 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.079, Acc: 0.991, Base Lr: 4.11e-03
2024-05-10 04:59:20 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.072, Acc: 0.993, Base Lr: 4.11e-03
2024-05-10 04:59:50 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:00:20 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:00:51 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:01:21 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:01:51 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:02:22 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 05:02:52 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:03:22 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:03:53 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:04:22 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:04:53 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:05:21 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.057, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:05:51 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.057, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 05:06:21 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.055, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 05:06:33 transreid.train INFO: Epoch 59 done. Time per epoch: 555.155[s] Speed: 21.2[samples/s]
2024-05-10 05:07:04 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.077, Acc: 0.992, Base Lr: 4.01e-03
2024-05-10 05:07:34 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.01e-03
2024-05-10 05:08:04 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:08:34 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:09:05 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 05:09:35 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 05:10:06 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.062, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 05:10:36 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:11:06 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:11:36 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:12:07 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:12:37 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 05:13:07 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:13:37 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:14:08 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:14:38 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:15:08 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:15:38 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 05:15:48 transreid.train INFO: Epoch 60 done. Time per epoch: 554.620[s] Speed: 21.1[samples/s]
2024-05-10 05:17:52 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 05:17:52 transreid.train INFO: mAP: 70.8%
2024-05-10 05:17:52 transreid.train INFO: CMC curve, Rank-1  :87.0%
2024-05-10 05:17:52 transreid.train INFO: CMC curve, Rank-5  :95.0%
2024-05-10 05:17:52 transreid.train INFO: CMC curve, Rank-10 :97.1%
2024-05-10 05:18:23 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.053, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 05:18:53 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.042, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:19:23 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.050, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 05:19:54 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.060, Acc: 0.993, Base Lr: 3.90e-03
2024-05-10 05:20:24 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.065, Acc: 0.993, Base Lr: 3.90e-03
2024-05-10 05:20:55 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.060, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 05:21:25 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.063, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 05:21:55 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 05:22:25 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.059, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 05:22:56 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.059, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 05:23:26 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.059, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 05:23:56 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.056, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 05:24:27 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:24:57 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:25:27 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:25:58 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:26:28 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:26:59 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 3.90e-03
2024-05-10 05:27:11 transreid.train INFO: Epoch 61 done. Time per epoch: 558.922[s] Speed: 21.1[samples/s]
2024-05-10 05:27:41 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 3.80e-03
2024-05-10 05:28:12 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:28:42 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:29:12 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.065, Acc: 0.994, Base Lr: 3.80e-03
2024-05-10 05:29:43 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.062, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:30:13 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.057, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:30:44 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:31:14 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:31:45 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:32:15 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:32:45 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.053, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:33:15 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.052, Acc: 0.995, Base Lr: 3.80e-03
2024-05-10 05:33:46 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.050, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:34:16 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.050, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:34:46 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.048, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:35:17 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.047, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:35:47 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.046, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:36:17 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.046, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 05:36:26 transreid.train INFO: Epoch 62 done. Time per epoch: 555.726[s] Speed: 21.1[samples/s]
2024-05-10 05:36:58 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.043, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 05:37:28 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.039, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 05:37:58 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.044, Acc: 0.994, Base Lr: 3.69e-03
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2024-05-10 05:39:29 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.047, Acc: 0.995, Base Lr: 3.69e-03
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2024-05-10 05:45:41 transreid.train INFO: Epoch 63 done. Time per epoch: 554.844[s] Speed: 21.1[samples/s]
2024-05-10 05:46:12 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.59e-03
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2024-05-10 05:54:57 transreid.train INFO: Epoch 64 done. Time per epoch: 555.470[s] Speed: 21.1[samples/s]
2024-05-10 05:55:28 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.072, Acc: 0.994, Base Lr: 3.49e-03
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2024-05-10 06:04:15 transreid.train INFO: Epoch 65 done. Time per epoch: 558.659[s] Speed: 21.1[samples/s]
2024-05-10 06:04:46 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.101, Acc: 0.992, Base Lr: 3.38e-03
2024-05-10 06:05:17 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.082, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-10 06:08:18 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.066, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-10 06:12:21 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-10 06:13:31 transreid.train INFO: Epoch 66 done. Time per epoch: 555.483[s] Speed: 21.1[samples/s]
2024-05-10 06:14:02 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 06:14:32 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.047, Acc: 0.996, Base Lr: 3.28e-03
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2024-05-10 06:17:34 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.046, Acc: 0.995, Base Lr: 3.28e-03
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2024-05-10 06:21:06 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.040, Acc: 0.996, Base Lr: 3.28e-03
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2024-05-10 06:22:49 transreid.train INFO: Epoch 67 done. Time per epoch: 558.098[s] Speed: 21.1[samples/s]
2024-05-10 06:23:20 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 3.18e-03
2024-05-10 06:23:50 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.043, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 06:26:22 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.043, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 06:27:23 transreid.train INFO: Epoch[68] Iter[90/186] Loss: 0.045, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 06:32:04 transreid.train INFO: Epoch 68 done. Time per epoch: 555.384[s] Speed: 21.1[samples/s]
2024-05-10 06:32:35 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.040, Acc: 0.995, Base Lr: 3.08e-03
2024-05-10 06:33:06 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.048, Acc: 0.995, Base Lr: 3.08e-03
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2024-05-10 06:35:31 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.052, Acc: 0.994, Base Lr: 3.08e-03
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2024-05-10 06:38:15 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.052, Acc: 0.995, Base Lr: 3.08e-03
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2024-05-10 06:39:04 transreid.train INFO: Epoch 69 done. Time per epoch: 419.337[s] Speed: 28.1[samples/s]
2024-05-10 06:39:25 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.061, Acc: 0.994, Base Lr: 2.97e-03
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2024-05-10 06:41:48 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.044, Acc: 0.996, Base Lr: 2.97e-03
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2024-05-10 06:45:18 transreid.train INFO: Epoch 70 done. Time per epoch: 374.286[s] Speed: 31.3[samples/s]
2024-05-10 06:45:39 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.87e-03
2024-05-10 06:45:59 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.044, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-10 06:50:25 transreid.train INFO: Epoch 71 done. Time per epoch: 306.805[s] Speed: 38.4[samples/s]
2024-05-10 06:50:36 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.063, Acc: 0.994, Base Lr: 2.77e-03
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2024-05-10 06:53:30 transreid.train INFO: Epoch 72 done. Time per epoch: 184.878[s] Speed: 63.3[samples/s]
2024-05-10 06:53:40 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-10 06:56:34 transreid.train INFO: Epoch 73 done. Time per epoch: 184.596[s] Speed: 63.4[samples/s]
2024-05-10 06:56:45 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-10 06:59:38 transreid.train INFO: Epoch 74 done. Time per epoch: 184.119[s] Speed: 63.6[samples/s]
2024-05-10 06:59:49 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-10 07:02:43 transreid.train INFO: Epoch 75 done. Time per epoch: 184.375[s] Speed: 63.5[samples/s]
2024-05-10 07:02:53 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 07:05:47 transreid.train INFO: Epoch 76 done. Time per epoch: 184.324[s] Speed: 63.5[samples/s]
2024-05-10 07:05:58 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 2.29e-03
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2024-05-10 07:08:51 transreid.train INFO: Epoch 77 done. Time per epoch: 184.356[s] Speed: 63.5[samples/s]
2024-05-10 07:09:02 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-10 07:11:56 transreid.train INFO: Epoch 78 done. Time per epoch: 184.526[s] Speed: 63.5[samples/s]
2024-05-10 07:12:07 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.048, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 07:13:18 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.043, Acc: 0.996, Base Lr: 2.10e-03
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2024-05-10 07:14:08 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 07:14:18 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 07:14:28 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 07:14:38 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 07:14:48 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-10 07:15:03 transreid.train INFO: Epoch 79 done. Time per epoch: 186.567[s] Speed: 63.1[samples/s]
2024-05-10 07:15:13 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:15:23 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.045, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:15:33 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.043, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:15:43 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.047, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 07:15:53 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.046, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 07:16:03 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.047, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 07:16:13 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.044, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 07:16:23 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.040, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:16:34 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.039, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:16:44 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.036, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:16:54 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.036, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:17:04 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.035, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 07:17:14 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:17:24 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:17:34 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:17:44 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:17:54 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:18:04 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.032, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 07:18:07 transreid.train INFO: Epoch 80 done. Time per epoch: 184.873[s] Speed: 63.4[samples/s]
2024-05-10 07:18:55 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 07:18:55 transreid.train INFO: mAP: 71.7%
2024-05-10 07:18:55 transreid.train INFO: CMC curve, Rank-1  :88.1%
2024-05-10 07:18:55 transreid.train INFO: CMC curve, Rank-5  :95.1%
2024-05-10 07:18:55 transreid.train INFO: CMC curve, Rank-10 :96.8%
2024-05-10 07:19:06 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.038, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 07:19:16 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:19:26 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:19:36 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:19:46 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:19:56 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:20:06 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:20:16 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:20:26 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:20:36 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:20:46 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.036, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:20:56 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:21:06 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:21:16 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:21:26 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:21:36 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.035, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 07:21:46 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:21:56 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 07:22:02 transreid.train INFO: Epoch 81 done. Time per epoch: 186.496[s] Speed: 63.5[samples/s]
2024-05-10 07:22:12 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.086, Acc: 0.994, Base Lr: 1.83e-03
2024-05-10 07:22:22 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.065, Acc: 0.994, Base Lr: 1.83e-03
2024-05-10 07:22:32 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:22:42 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:22:52 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:23:02 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.83e-03
2024-05-10 07:23:12 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.051, Acc: 0.995, Base Lr: 1.83e-03
2024-05-10 07:23:22 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:23:32 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.046, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:23:42 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:23:52 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:24:02 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:24:12 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:24:22 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 07:24:32 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 07:24:42 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 07:24:52 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 07:25:01 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 07:25:05 transreid.train INFO: Epoch 82 done. Time per epoch: 182.981[s] Speed: 64.0[samples/s]
2024-05-10 07:25:15 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 1.75e-03
2024-05-10 07:25:25 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:25:35 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 07:25:45 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 07:25:55 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:26:05 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 07:26:15 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 07:26:25 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:26:35 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:26:45 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:26:55 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:05 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:15 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:25 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:35 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:45 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:27:55 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:28:05 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 07:28:09 transreid.train INFO: Epoch 83 done. Time per epoch: 184.454[s] Speed: 63.8[samples/s]
2024-05-10 07:28:20 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 1.66e-03
2024-05-10 07:28:30 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 07:28:40 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 07:28:49 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.036, Acc: 0.996, Base Lr: 1.66e-03
2024-05-10 07:28:59 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 07:29:09 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 07:29:19 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:29:29 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:29:39 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:29:49 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:29:59 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:09 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:19 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:29 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:39 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:49 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:30:59 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 07:31:09 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 07:31:13 transreid.train INFO: Epoch 84 done. Time per epoch: 183.515[s] Speed: 63.8[samples/s]
2024-05-10 07:31:23 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:31:33 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:31:43 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 07:31:53 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 07:32:03 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 07:32:13 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 07:32:23 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:32:33 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:32:43 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:32:53 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:03 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:13 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:23 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:33 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:43 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:33:53 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:34:03 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:34:13 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 07:34:16 transreid.train INFO: Epoch 85 done. Time per epoch: 183.633[s] Speed: 63.8[samples/s]
2024-05-10 07:34:27 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 1.50e-03
2024-05-10 07:34:37 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 07:34:47 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 07:34:57 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 07:35:07 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:35:17 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:35:26 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:35:36 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 07:35:46 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:35:56 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:36:06 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:36:16 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.034, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 07:36:26 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:36:36 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:36:46 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.033, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 07:36:57 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.033, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 07:37:07 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:37:17 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 07:37:20 transreid.train INFO: Epoch 86 done. Time per epoch: 183.590[s] Speed: 63.8[samples/s]
2024-05-10 07:37:30 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.037, Acc: 0.995, Base Lr: 1.42e-03
2024-05-10 07:37:40 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.42e-03
2024-05-10 07:37:50 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 07:38:00 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 07:38:10 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 07:38:20 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-10 07:40:23 transreid.train INFO: Epoch 87 done. Time per epoch: 183.079[s] Speed: 64.0[samples/s]
2024-05-10 07:40:33 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.34e-03
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2024-05-10 07:42:53 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.34e-03
2024-05-10 07:43:03 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-10 07:43:26 transreid.train INFO: Epoch 88 done. Time per epoch: 183.495[s] Speed: 63.8[samples/s]
2024-05-10 07:43:37 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-10 07:44:27 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-10 07:45:56 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-10 07:46:30 transreid.train INFO: Epoch 89 done. Time per epoch: 183.879[s] Speed: 64.0[samples/s]
2024-05-10 07:46:41 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.034, Acc: 0.995, Base Lr: 1.19e-03
2024-05-10 07:46:51 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-10 07:47:40 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.19e-03
2024-05-10 07:47:50 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-10 07:49:00 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.19e-03
2024-05-10 07:49:10 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.19e-03
2024-05-10 07:49:19 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-10 07:49:32 transreid.train INFO: Epoch 90 done. Time per epoch: 182.182[s] Speed: 64.3[samples/s]
2024-05-10 07:49:43 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:49:53 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:50:03 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.11e-03
2024-05-10 07:50:13 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.11e-03
2024-05-10 07:50:23 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.11e-03
2024-05-10 07:50:33 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.11e-03
2024-05-10 07:50:43 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.11e-03
2024-05-10 07:50:53 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:03 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:13 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:23 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:33 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:43 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:51:53 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:52:03 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:52:13 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 07:52:23 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 07:52:36 transreid.train INFO: Epoch 91 done. Time per epoch: 183.304[s] Speed: 63.9[samples/s]
2024-05-10 07:52:46 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:52:56 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:53:06 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.04e-03
2024-05-10 07:53:16 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:53:26 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:53:36 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-10 07:53:56 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.04e-03
2024-05-10 07:54:06 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:54:16 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 07:55:05 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:55:15 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 07:55:25 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 07:55:38 transreid.train INFO: Epoch 92 done. Time per epoch: 182.517[s] Speed: 64.2[samples/s]
2024-05-10 07:55:49 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.035, Acc: 0.997, Base Lr: 9.72e-04
2024-05-10 07:55:59 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.72e-04
2024-05-10 07:56:09 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.036, Acc: 0.996, Base Lr: 9.72e-04
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2024-05-10 07:56:38 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.038, Acc: 0.997, Base Lr: 9.72e-04
2024-05-10 07:56:48 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.038, Acc: 0.997, Base Lr: 9.72e-04
2024-05-10 07:56:58 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-10 07:57:18 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.035, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-10 07:58:08 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 9.72e-04
2024-05-10 07:58:18 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 9.72e-04
2024-05-10 07:58:28 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 07:58:41 transreid.train INFO: Epoch 93 done. Time per epoch: 182.359[s] Speed: 64.2[samples/s]
2024-05-10 07:58:51 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 9.06e-04
2024-05-10 07:59:01 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.026, Acc: 1.000, Base Lr: 9.06e-04
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2024-05-10 08:00:01 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-10 08:00:20 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-10 08:01:10 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-10 08:01:43 transreid.train INFO: Epoch 94 done. Time per epoch: 182.255[s] Speed: 64.3[samples/s]
2024-05-10 08:01:53 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 8.41e-04
2024-05-10 08:02:03 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.41e-04
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2024-05-10 08:02:53 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-10 08:04:46 transreid.train INFO: Epoch 95 done. Time per epoch: 183.470[s] Speed: 64.2[samples/s]
2024-05-10 08:04:57 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.040, Acc: 0.997, Base Lr: 7.78e-04
2024-05-10 08:05:07 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 08:06:06 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 08:07:06 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.78e-04
2024-05-10 08:07:16 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.78e-04
2024-05-10 08:07:26 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-10 08:07:49 transreid.train INFO: Epoch 96 done. Time per epoch: 182.542[s] Speed: 64.2[samples/s]
2024-05-10 08:07:59 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 7.18e-04
2024-05-10 08:08:09 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.027, Acc: 0.999, Base Lr: 7.18e-04
2024-05-10 08:08:19 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.032, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-10 08:08:49 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.029, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 08:08:59 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.030, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 08:09:09 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 08:09:19 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.029, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 08:09:29 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.030, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 08:09:39 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.030, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-10 08:10:19 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 08:10:29 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 08:10:39 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-10 08:10:53 transreid.train INFO: Epoch 97 done. Time per epoch: 184.230[s] Speed: 63.9[samples/s]
2024-05-10 08:11:04 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 6.60e-04
2024-05-10 08:11:14 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 08:11:24 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:11:34 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:11:44 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:11:54 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:04 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:14 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:24 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:34 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:44 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:12:54 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:04 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:14 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:24 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:34 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:44 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:54 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 08:13:58 transreid.train INFO: Epoch 98 done. Time per epoch: 184.680[s] Speed: 63.8[samples/s]
2024-05-10 08:14:08 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:14:18 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 08:14:28 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 08:14:38 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.034, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:14:49 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:14:59 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:09 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:19 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:29 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:39 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:49 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:15:59 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.030, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:16:09 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.030, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:16:19 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.029, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:16:29 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:16:39 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 08:16:49 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 08:16:59 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 08:17:03 transreid.train INFO: Epoch 99 done. Time per epoch: 185.385[s] Speed: 63.5[samples/s]
2024-05-10 08:17:14 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:17:24 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:17:34 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.041, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:17:44 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:17:54 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:04 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:14 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:24 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:34 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:44 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:18:54 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:19:04 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:19:14 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:19:24 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 08:19:34 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:19:44 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:19:54 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:20:04 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 08:20:08 transreid.train INFO: Epoch 100 done. Time per epoch: 185.100[s] Speed: 63.6[samples/s]
2024-05-10 08:20:56 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 08:20:56 transreid.train INFO: mAP: 72.9%
2024-05-10 08:20:56 transreid.train INFO: CMC curve, Rank-1  :88.2%
2024-05-10 08:20:56 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-10 08:20:56 transreid.train INFO: CMC curve, Rank-10 :96.9%
2024-05-10 08:21:06 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.044, Acc: 0.994, Base Lr: 5.00e-04
2024-05-10 08:21:16 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.035, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 08:21:26 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 08:21:36 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 08:21:46 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.00e-04
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2024-05-10 08:22:06 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:22:17 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:22:27 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:22:37 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:22:47 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:22:57 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:07 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:17 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:27 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:37 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:47 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:23:57 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 08:24:00 transreid.train INFO: Epoch 101 done. Time per epoch: 184.508[s] Speed: 63.5[samples/s]
2024-05-10 08:24:11 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 08:24:21 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:24:31 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.031, Acc: 0.999, Base Lr: 4.51e-04
2024-05-10 08:24:41 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.032, Acc: 0.999, Base Lr: 4.51e-04
2024-05-10 08:24:51 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:01 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:11 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:21 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:31 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:41 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:25:51 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:01 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:11 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:21 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:31 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:41 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:26:51 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:27:01 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 08:27:04 transreid.train INFO: Epoch 102 done. Time per epoch: 183.772[s] Speed: 63.7[samples/s]
2024-05-10 08:27:15 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.030, Acc: 0.994, Base Lr: 4.05e-04
2024-05-10 08:27:25 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.034, Acc: 0.995, Base Lr: 4.05e-04
2024-05-10 08:27:35 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.029, Acc: 0.996, Base Lr: 4.05e-04
2024-05-10 08:27:45 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.05e-04
2024-05-10 08:27:55 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.030, Acc: 0.996, Base Lr: 4.05e-04
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2024-05-10 08:30:08 transreid.train INFO: Epoch 103 done. Time per epoch: 184.256[s] Speed: 63.9[samples/s]
2024-05-10 08:30:19 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.025, Acc: 0.995, Base Lr: 3.61e-04
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2024-05-10 08:33:13 transreid.train INFO: Epoch 104 done. Time per epoch: 184.381[s] Speed: 63.9[samples/s]
2024-05-10 08:33:23 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.20e-04
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2024-05-10 08:36:16 transreid.train INFO: Epoch 105 done. Time per epoch: 183.526[s] Speed: 63.8[samples/s]
2024-05-10 08:36:27 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 2.81e-04
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2024-05-10 08:39:21 transreid.train INFO: Epoch 106 done. Time per epoch: 184.604[s] Speed: 63.8[samples/s]
2024-05-10 08:39:31 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-10 08:42:25 transreid.train INFO: Epoch 107 done. Time per epoch: 184.216[s] Speed: 63.9[samples/s]
2024-05-10 08:42:36 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-10 08:45:29 transreid.train INFO: Epoch 108 done. Time per epoch: 184.232[s] Speed: 63.9[samples/s]
2024-05-10 08:45:40 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.80e-04
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2024-05-10 08:48:33 transreid.train INFO: Epoch 109 done. Time per epoch: 184.206[s] Speed: 63.9[samples/s]
2024-05-10 08:48:44 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.52e-04
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2024-05-10 08:51:37 transreid.train INFO: Epoch 110 done. Time per epoch: 183.445[s] Speed: 63.8[samples/s]
2024-05-10 08:51:47 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-10 08:54:41 transreid.train INFO: Epoch 111 done. Time per epoch: 184.505[s] Speed: 63.8[samples/s]
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2024-05-10 08:57:46 transreid.train INFO: Epoch 112 done. Time per epoch: 184.306[s] Speed: 63.9[samples/s]
2024-05-10 08:57:56 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.079, Acc: 0.995, Base Lr: 8.28e-05
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2024-05-10 09:00:49 transreid.train INFO: Epoch 113 done. Time per epoch: 183.629[s] Speed: 63.8[samples/s]
2024-05-10 09:01:00 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-10 09:03:54 transreid.train INFO: Epoch 114 done. Time per epoch: 184.555[s] Speed: 63.8[samples/s]
2024-05-10 09:04:04 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.037, Acc: 0.995, Base Lr: 5.02e-05
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2024-05-10 09:06:57 transreid.train INFO: Epoch 115 done. Time per epoch: 183.317[s] Speed: 63.9[samples/s]
2024-05-10 09:07:08 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.045, Acc: 0.994, Base Lr: 3.79e-05
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2024-05-10 09:10:02 transreid.train INFO: Epoch 116 done. Time per epoch: 184.635[s] Speed: 63.8[samples/s]
2024-05-10 09:10:12 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-10 09:13:06 transreid.train INFO: Epoch 117 done. Time per epoch: 184.460[s] Speed: 63.8[samples/s]
2024-05-10 09:13:17 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 2.15e-05
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2024-05-10 09:16:11 transreid.train INFO: Epoch 118 done. Time per epoch: 184.620[s] Speed: 63.8[samples/s]
2024-05-10 09:16:21 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.74e-05
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2024-05-10 09:17:21 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.74e-05
2024-05-10 09:17:31 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.74e-05
2024-05-10 09:17:41 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:17:51 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.74e-05
2024-05-10 09:18:01 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.74e-05
2024-05-10 09:18:11 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:18:21 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:18:31 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:18:41 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:18:51 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:19:01 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:19:11 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 09:19:15 transreid.train INFO: Epoch 119 done. Time per epoch: 184.257[s] Speed: 63.9[samples/s]
2024-05-10 09:19:26 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.024, Acc: 0.997, Base Lr: 1.60e-05
2024-05-10 09:19:36 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:19:46 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:19:56 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:06 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:16 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:26 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:36 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:46 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:20:56 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:21:06 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:21:16 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:21:26 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:21:36 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 09:21:46 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:21:56 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:22:06 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:22:16 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 09:22:20 transreid.train INFO: Epoch 120 done. Time per epoch: 184.548[s] Speed: 63.8[samples/s]
2024-05-10 09:23:07 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 09:23:07 transreid.train INFO: mAP: 73.0%
2024-05-10 09:23:07 transreid.train INFO: CMC curve, Rank-1  :88.2%
2024-05-10 09:23:07 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-10 09:23:07 transreid.train INFO: CMC curve, Rank-10 :97.0%
