2024-04-30 00:21:43 transreid INFO: Saving model in the path :log/bs_exp/ResNet101_Market1501/128bs_lr0.0008_ep120_warm20_seed0
2024-04-30 00:21:43 transreid INFO: Loaded configuration file configs/market/resnet101.yml
2024-04-30 00:21:43 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 2
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 2
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet101
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet101_Market1501/128bs_lr0.0008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0008
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 128
  LARGE_FC_LR: False
  LOG_PERIOD: 20
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-30 00:21:43 transreid.check INFO: Dataset statistics:
2024-04-30 00:21:43 transreid.check INFO:   ----------------------------------------
2024-04-30 00:21:43 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 00:21:43 transreid.check INFO:   ----------------------------------------
2024-04-30 00:21:43 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 00:21:43 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 00:21:43 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 00:21:43 transreid.check INFO:   ----------------------------------------
2024-04-30 00:21:48 transreid INFO: ===========using cosine learning rate=======
2024-04-30 00:21:48 transreid.train INFO: start training
2024-04-30 00:21:57 transreid.train INFO: Epoch[1] Iter[20/93] Loss: 13.418, Acc: 0.002, Base Lr: 4.76e-05
2024-04-30 00:22:01 transreid.train INFO: Epoch[1] Iter[40/93] Loss: 12.650, Acc: 0.002, Base Lr: 4.76e-05
2024-04-30 00:22:05 transreid.train INFO: Epoch[1] Iter[60/93] Loss: 12.141, Acc: 0.002, Base Lr: 4.76e-05
2024-04-30 00:22:10 transreid.train INFO: Epoch[1] Iter[80/93] Loss: 11.707, Acc: 0.001, Base Lr: 4.76e-05
2024-04-30 00:22:12 transreid.train INFO: Epoch 1 done. Time per epoch: 24.002[s] Speed: 480.0[samples/s]
2024-04-30 00:22:16 transreid.train INFO: Epoch[2] Iter[20/93] Loss: 9.543, Acc: 0.005, Base Lr: 8.72e-05
2024-04-30 00:22:20 transreid.train INFO: Epoch[2] Iter[40/93] Loss: 9.268, Acc: 0.005, Base Lr: 8.72e-05
2024-04-30 00:22:25 transreid.train INFO: Epoch[2] Iter[60/93] Loss: 8.988, Acc: 0.005, Base Lr: 8.72e-05
2024-04-30 00:22:29 transreid.train INFO: Epoch[2] Iter[80/93] Loss: 8.751, Acc: 0.012, Base Lr: 8.72e-05
2024-04-30 00:22:31 transreid.train INFO: Epoch 2 done. Time per epoch: 19.139[s] Speed: 601.9[samples/s]
2024-04-30 00:22:35 transreid.train INFO: Epoch[3] Iter[20/93] Loss: 7.934, Acc: 0.064, Base Lr: 1.27e-04
2024-04-30 00:22:40 transreid.train INFO: Epoch[3] Iter[40/93] Loss: 7.802, Acc: 0.083, Base Lr: 1.27e-04
2024-04-30 00:22:44 transreid.train INFO: Epoch[3] Iter[60/93] Loss: 7.725, Acc: 0.117, Base Lr: 1.27e-04
2024-04-30 00:22:48 transreid.train INFO: Epoch[3] Iter[80/93] Loss: 7.667, Acc: 0.160, Base Lr: 1.27e-04
2024-04-30 00:22:50 transreid.train INFO: Epoch 3 done. Time per epoch: 19.091[s] Speed: 603.4[samples/s]
2024-04-30 00:22:55 transreid.train INFO: Epoch[4] Iter[20/93] Loss: 7.250, Acc: 0.226, Base Lr: 1.66e-04
2024-04-30 00:22:59 transreid.train INFO: Epoch[4] Iter[40/93] Loss: 7.204, Acc: 0.272, Base Lr: 1.66e-04
2024-04-30 00:23:03 transreid.train INFO: Epoch[4] Iter[60/93] Loss: 7.171, Acc: 0.308, Base Lr: 1.66e-04
2024-04-30 00:23:07 transreid.train INFO: Epoch[4] Iter[80/93] Loss: 7.140, Acc: 0.367, Base Lr: 1.66e-04
2024-04-30 00:23:09 transreid.train INFO: Epoch 4 done. Time per epoch: 19.368[s] Speed: 601.4[samples/s]
2024-04-30 00:23:14 transreid.train INFO: Epoch[5] Iter[20/93] Loss: 6.981, Acc: 0.295, Base Lr: 2.06e-04
2024-04-30 00:23:18 transreid.train INFO: Epoch[5] Iter[40/93] Loss: 6.926, Acc: 0.321, Base Lr: 2.06e-04
2024-04-30 00:23:22 transreid.train INFO: Epoch[5] Iter[60/93] Loss: 6.844, Acc: 0.377, Base Lr: 2.06e-04
2024-04-30 00:23:26 transreid.train INFO: Epoch[5] Iter[80/93] Loss: 6.778, Acc: 0.434, Base Lr: 2.06e-04
2024-04-30 00:23:28 transreid.train INFO: Epoch 5 done. Time per epoch: 19.204[s] Speed: 599.9[samples/s]
2024-04-30 00:23:33 transreid.train INFO: Epoch[6] Iter[20/93] Loss: 6.657, Acc: 0.312, Base Lr: 2.46e-04
2024-04-30 00:23:37 transreid.train INFO: Epoch[6] Iter[40/93] Loss: 6.561, Acc: 0.355, Base Lr: 2.46e-04
2024-04-30 00:23:41 transreid.train INFO: Epoch[6] Iter[60/93] Loss: 6.511, Acc: 0.401, Base Lr: 2.46e-04
2024-04-30 00:23:45 transreid.train INFO: Epoch[6] Iter[80/93] Loss: 6.454, Acc: 0.453, Base Lr: 2.46e-04
2024-04-30 00:23:48 transreid.train INFO: Epoch 6 done. Time per epoch: 19.094[s] Speed: 603.3[samples/s]
2024-04-30 00:23:52 transreid.train INFO: Epoch[7] Iter[20/93] Loss: 6.308, Acc: 0.334, Base Lr: 2.85e-04
2024-04-30 00:23:56 transreid.train INFO: Epoch[7] Iter[40/93] Loss: 6.270, Acc: 0.360, Base Lr: 2.85e-04
2024-04-30 00:24:00 transreid.train INFO: Epoch[7] Iter[60/93] Loss: 6.195, Acc: 0.407, Base Lr: 2.85e-04
2024-04-30 00:24:05 transreid.train INFO: Epoch[7] Iter[80/93] Loss: 6.093, Acc: 0.469, Base Lr: 2.85e-04
2024-04-30 00:24:07 transreid.train INFO: Epoch 7 done. Time per epoch: 19.108[s] Speed: 602.9[samples/s]
2024-04-30 00:24:11 transreid.train INFO: Epoch[8] Iter[20/93] Loss: 6.027, Acc: 0.324, Base Lr: 3.25e-04
2024-04-30 00:24:15 transreid.train INFO: Epoch[8] Iter[40/93] Loss: 5.922, Acc: 0.365, Base Lr: 3.25e-04
2024-04-30 00:24:20 transreid.train INFO: Epoch[8] Iter[60/93] Loss: 5.806, Acc: 0.418, Base Lr: 3.25e-04
2024-04-30 00:24:24 transreid.train INFO: Epoch[8] Iter[80/93] Loss: 5.672, Acc: 0.471, Base Lr: 3.25e-04
2024-04-30 00:24:26 transreid.train INFO: Epoch 8 done. Time per epoch: 19.309[s] Speed: 603.3[samples/s]
2024-04-30 00:24:31 transreid.train INFO: Epoch[9] Iter[20/93] Loss: 5.664, Acc: 0.330, Base Lr: 3.64e-04
2024-04-30 00:24:35 transreid.train INFO: Epoch[9] Iter[40/93] Loss: 5.546, Acc: 0.359, Base Lr: 3.64e-04
2024-04-30 00:24:39 transreid.train INFO: Epoch[9] Iter[60/93] Loss: 5.408, Acc: 0.399, Base Lr: 3.64e-04
2024-04-30 00:24:43 transreid.train INFO: Epoch[9] Iter[80/93] Loss: 5.217, Acc: 0.461, Base Lr: 3.64e-04
2024-04-30 00:24:45 transreid.train INFO: Epoch 9 done. Time per epoch: 19.317[s] Speed: 603.0[samples/s]
2024-04-30 00:24:50 transreid.train INFO: Epoch[10] Iter[20/93] Loss: 5.236, Acc: 0.329, Base Lr: 4.04e-04
2024-04-30 00:24:54 transreid.train INFO: Epoch[10] Iter[40/93] Loss: 5.095, Acc: 0.356, Base Lr: 4.04e-04
2024-04-30 00:24:58 transreid.train INFO: Epoch[10] Iter[60/93] Loss: 4.928, Acc: 0.403, Base Lr: 4.04e-04
2024-04-30 00:25:02 transreid.train INFO: Epoch[10] Iter[80/93] Loss: 4.708, Acc: 0.459, Base Lr: 4.04e-04
2024-04-30 00:25:04 transreid.train INFO: Epoch 10 done. Time per epoch: 19.103[s] Speed: 603.0[samples/s]
2024-04-30 00:25:09 transreid.train INFO: Epoch[11] Iter[20/93] Loss: 4.917, Acc: 0.292, Base Lr: 4.44e-04
2024-04-30 00:25:13 transreid.train INFO: Epoch[11] Iter[40/93] Loss: 4.694, Acc: 0.349, Base Lr: 4.44e-04
2024-04-30 00:25:17 transreid.train INFO: Epoch[11] Iter[60/93] Loss: 4.459, Acc: 0.412, Base Lr: 4.44e-04
2024-04-30 00:25:22 transreid.train INFO: Epoch[11] Iter[80/93] Loss: 4.192, Acc: 0.491, Base Lr: 4.44e-04
2024-04-30 00:25:24 transreid.train INFO: Epoch 11 done. Time per epoch: 19.482[s] Speed: 597.9[samples/s]
2024-04-30 00:25:29 transreid.train INFO: Epoch[12] Iter[20/93] Loss: 4.448, Acc: 0.357, Base Lr: 4.83e-04
2024-04-30 00:25:33 transreid.train INFO: Epoch[12] Iter[40/93] Loss: 4.237, Acc: 0.403, Base Lr: 4.83e-04
2024-04-30 00:25:37 transreid.train INFO: Epoch[12] Iter[60/93] Loss: 3.963, Acc: 0.468, Base Lr: 4.83e-04
2024-04-30 00:25:41 transreid.train INFO: Epoch[12] Iter[80/93] Loss: 3.708, Acc: 0.537, Base Lr: 4.83e-04
2024-04-30 00:25:43 transreid.train INFO: Epoch 12 done. Time per epoch: 19.141[s] Speed: 601.8[samples/s]
2024-04-30 00:25:48 transreid.train INFO: Epoch[13] Iter[20/93] Loss: 4.109, Acc: 0.388, Base Lr: 5.23e-04
2024-04-30 00:25:52 transreid.train INFO: Epoch[13] Iter[40/93] Loss: 3.803, Acc: 0.459, Base Lr: 5.23e-04
2024-04-30 00:25:56 transreid.train INFO: Epoch[13] Iter[60/93] Loss: 3.557, Acc: 0.516, Base Lr: 5.23e-04
2024-04-30 00:26:00 transreid.train INFO: Epoch[13] Iter[80/93] Loss: 3.264, Acc: 0.580, Base Lr: 5.23e-04
2024-04-30 00:26:02 transreid.train INFO: Epoch 13 done. Time per epoch: 19.127[s] Speed: 602.3[samples/s]
2024-04-30 00:26:07 transreid.train INFO: Epoch[14] Iter[20/93] Loss: 3.609, Acc: 0.469, Base Lr: 5.62e-04
2024-04-30 00:26:11 transreid.train INFO: Epoch[14] Iter[40/93] Loss: 3.402, Acc: 0.518, Base Lr: 5.62e-04
2024-04-30 00:26:15 transreid.train INFO: Epoch[14] Iter[60/93] Loss: 3.190, Acc: 0.567, Base Lr: 5.62e-04
2024-04-30 00:26:19 transreid.train INFO: Epoch[14] Iter[80/93] Loss: 2.878, Acc: 0.636, Base Lr: 5.62e-04
2024-04-30 00:26:21 transreid.train INFO: Epoch 14 done. Time per epoch: 19.100[s] Speed: 603.1[samples/s]
2024-04-30 00:26:26 transreid.train INFO: Epoch[15] Iter[20/93] Loss: 3.234, Acc: 0.518, Base Lr: 6.02e-04
2024-04-30 00:26:30 transreid.train INFO: Epoch[15] Iter[40/93] Loss: 3.067, Acc: 0.549, Base Lr: 6.02e-04
2024-04-30 00:26:34 transreid.train INFO: Epoch[15] Iter[60/93] Loss: 2.747, Acc: 0.627, Base Lr: 6.02e-04
2024-04-30 00:26:38 transreid.train INFO: Epoch[15] Iter[80/93] Loss: 2.472, Acc: 0.689, Base Lr: 6.02e-04
2024-04-30 00:26:41 transreid.train INFO: Epoch 15 done. Time per epoch: 19.519[s] Speed: 596.8[samples/s]
2024-04-30 00:26:45 transreid.train INFO: Epoch[16] Iter[20/93] Loss: 2.974, Acc: 0.561, Base Lr: 6.42e-04
2024-04-30 00:26:50 transreid.train INFO: Epoch[16] Iter[40/93] Loss: 2.740, Acc: 0.616, Base Lr: 6.42e-04
2024-04-30 00:26:54 transreid.train INFO: Epoch[16] Iter[60/93] Loss: 2.464, Acc: 0.673, Base Lr: 6.42e-04
2024-04-30 00:26:58 transreid.train INFO: Epoch[16] Iter[80/93] Loss: 2.177, Acc: 0.731, Base Lr: 6.42e-04
2024-04-30 00:27:00 transreid.train INFO: Epoch 16 done. Time per epoch: 19.213[s] Speed: 599.6[samples/s]
2024-04-30 00:27:05 transreid.train INFO: Epoch[17] Iter[20/93] Loss: 2.656, Acc: 0.593, Base Lr: 6.81e-04
2024-04-30 00:27:09 transreid.train INFO: Epoch[17] Iter[40/93] Loss: 2.389, Acc: 0.651, Base Lr: 6.81e-04
2024-04-30 00:27:13 transreid.train INFO: Epoch[17] Iter[60/93] Loss: 2.148, Acc: 0.709, Base Lr: 6.81e-04
2024-04-30 00:27:17 transreid.train INFO: Epoch[17] Iter[80/93] Loss: 1.906, Acc: 0.764, Base Lr: 6.81e-04
2024-04-30 00:27:19 transreid.train INFO: Epoch 17 done. Time per epoch: 19.359[s] Speed: 601.7[samples/s]
2024-04-30 00:27:24 transreid.train INFO: Epoch[18] Iter[20/93] Loss: 2.279, Acc: 0.676, Base Lr: 7.21e-04
2024-04-30 00:27:28 transreid.train INFO: Epoch[18] Iter[40/93] Loss: 2.092, Acc: 0.704, Base Lr: 7.21e-04
2024-04-30 00:27:32 transreid.train INFO: Epoch[18] Iter[60/93] Loss: 1.864, Acc: 0.754, Base Lr: 7.21e-04
2024-04-30 00:27:36 transreid.train INFO: Epoch[18] Iter[80/93] Loss: 1.649, Acc: 0.797, Base Lr: 7.21e-04
2024-04-30 00:27:39 transreid.train INFO: Epoch 18 done. Time per epoch: 19.296[s] Speed: 603.6[samples/s]
2024-04-30 00:27:43 transreid.train INFO: Epoch[19] Iter[20/93] Loss: 1.938, Acc: 0.707, Base Lr: 7.60e-04
2024-04-30 00:27:47 transreid.train INFO: Epoch[19] Iter[40/93] Loss: 1.785, Acc: 0.747, Base Lr: 7.60e-04
2024-04-30 00:27:52 transreid.train INFO: Epoch[19] Iter[60/93] Loss: 1.591, Acc: 0.795, Base Lr: 7.60e-04
2024-04-30 00:27:56 transreid.train INFO: Epoch[19] Iter[80/93] Loss: 1.419, Acc: 0.831, Base Lr: 7.60e-04
2024-04-30 00:27:58 transreid.train INFO: Epoch 19 done. Time per epoch: 19.228[s] Speed: 599.1[samples/s]
2024-04-30 00:28:02 transreid.train INFO: Epoch[20] Iter[20/93] Loss: 1.941, Acc: 0.709, Base Lr: 7.47e-04
2024-04-30 00:28:07 transreid.train INFO: Epoch[20] Iter[40/93] Loss: 1.660, Acc: 0.777, Base Lr: 7.47e-04
2024-04-30 00:28:11 transreid.train INFO: Epoch[20] Iter[60/93] Loss: 1.492, Acc: 0.813, Base Lr: 7.47e-04
2024-04-30 00:28:15 transreid.train INFO: Epoch[20] Iter[80/93] Loss: 1.295, Acc: 0.849, Base Lr: 7.47e-04
2024-04-30 00:28:17 transreid.train INFO: Epoch 20 done. Time per epoch: 19.161[s] Speed: 601.2[samples/s]
2024-04-30 00:28:22 transreid.train INFO: Epoch[21] Iter[20/93] Loss: 1.497, Acc: 0.785, Base Lr: 7.41e-04
2024-04-30 00:28:26 transreid.train INFO: Epoch[21] Iter[40/93] Loss: 1.467, Acc: 0.806, Base Lr: 7.41e-04
2024-04-30 00:28:30 transreid.train INFO: Epoch[21] Iter[60/93] Loss: 1.290, Acc: 0.843, Base Lr: 7.41e-04
2024-04-30 00:28:34 transreid.train INFO: Epoch[21] Iter[80/93] Loss: 1.133, Acc: 0.870, Base Lr: 7.41e-04
2024-04-30 00:28:36 transreid.train INFO: Epoch 21 done. Time per epoch: 19.293[s] Speed: 597.1[samples/s]
2024-04-30 00:28:41 transreid.train INFO: Epoch[22] Iter[20/93] Loss: 1.497, Acc: 0.784, Base Lr: 7.36e-04
2024-04-30 00:28:45 transreid.train INFO: Epoch[22] Iter[40/93] Loss: 1.323, Acc: 0.829, Base Lr: 7.36e-04
2024-04-30 00:28:49 transreid.train INFO: Epoch[22] Iter[60/93] Loss: 1.155, Acc: 0.859, Base Lr: 7.36e-04
2024-04-30 00:28:53 transreid.train INFO: Epoch[22] Iter[80/93] Loss: 1.004, Acc: 0.888, Base Lr: 7.36e-04
2024-04-30 00:28:56 transreid.train INFO: Epoch 22 done. Time per epoch: 19.294[s] Speed: 597.1[samples/s]
2024-04-30 00:29:00 transreid.train INFO: Epoch[23] Iter[20/93] Loss: 1.361, Acc: 0.812, Base Lr: 7.30e-04
2024-04-30 00:29:04 transreid.train INFO: Epoch[23] Iter[40/93] Loss: 1.167, Acc: 0.854, Base Lr: 7.30e-04
2024-04-30 00:29:09 transreid.train INFO: Epoch[23] Iter[60/93] Loss: 1.030, Acc: 0.881, Base Lr: 7.30e-04
2024-04-30 00:29:13 transreid.train INFO: Epoch[23] Iter[80/93] Loss: 0.904, Acc: 0.904, Base Lr: 7.30e-04
2024-04-30 00:29:15 transreid.train INFO: Epoch 23 done. Time per epoch: 19.172[s] Speed: 600.9[samples/s]
2024-04-30 00:29:19 transreid.train INFO: Epoch[24] Iter[20/93] Loss: 1.227, Acc: 0.841, Base Lr: 7.24e-04
2024-04-30 00:29:24 transreid.train INFO: Epoch[24] Iter[40/93] Loss: 1.089, Acc: 0.868, Base Lr: 7.24e-04
2024-04-30 00:29:28 transreid.train INFO: Epoch[24] Iter[60/93] Loss: 0.958, Acc: 0.895, Base Lr: 7.24e-04
2024-04-30 00:29:32 transreid.train INFO: Epoch[24] Iter[80/93] Loss: 0.830, Acc: 0.916, Base Lr: 7.24e-04
2024-04-30 00:29:34 transreid.train INFO: Epoch 24 done. Time per epoch: 19.333[s] Speed: 602.5[samples/s]
2024-04-30 00:29:39 transreid.train INFO: Epoch[25] Iter[20/93] Loss: 1.079, Acc: 0.855, Base Lr: 7.18e-04
2024-04-30 00:29:43 transreid.train INFO: Epoch[25] Iter[40/93] Loss: 0.950, Acc: 0.888, Base Lr: 7.18e-04
2024-04-30 00:29:47 transreid.train INFO: Epoch[25] Iter[60/93] Loss: 0.846, Acc: 0.910, Base Lr: 7.18e-04
2024-04-30 00:29:51 transreid.train INFO: Epoch[25] Iter[80/93] Loss: 0.745, Acc: 0.925, Base Lr: 7.18e-04
2024-04-30 00:29:53 transreid.train INFO: Epoch 25 done. Time per epoch: 19.127[s] Speed: 602.3[samples/s]
2024-04-30 00:29:58 transreid.train INFO: Epoch[26] Iter[20/93] Loss: 1.145, Acc: 0.839, Base Lr: 7.11e-04
2024-04-30 00:30:02 transreid.train INFO: Epoch[26] Iter[40/93] Loss: 0.930, Acc: 0.890, Base Lr: 7.11e-04
2024-04-30 00:30:06 transreid.train INFO: Epoch[26] Iter[60/93] Loss: 0.809, Acc: 0.912, Base Lr: 7.11e-04
2024-04-30 00:30:10 transreid.train INFO: Epoch[26] Iter[80/93] Loss: 0.701, Acc: 0.929, Base Lr: 7.11e-04
2024-04-30 00:30:13 transreid.train INFO: Epoch 26 done. Time per epoch: 19.348[s] Speed: 602.0[samples/s]
2024-04-30 00:30:17 transreid.train INFO: Epoch[27] Iter[20/93] Loss: 0.952, Acc: 0.868, Base Lr: 7.04e-04
2024-04-30 00:30:21 transreid.train INFO: Epoch[27] Iter[40/93] Loss: 0.810, Acc: 0.902, Base Lr: 7.04e-04
2024-04-30 00:30:25 transreid.train INFO: Epoch[27] Iter[60/93] Loss: 0.737, Acc: 0.920, Base Lr: 7.04e-04
2024-04-30 00:30:30 transreid.train INFO: Epoch[27] Iter[80/93] Loss: 0.648, Acc: 0.934, Base Lr: 7.04e-04
2024-04-30 00:30:32 transreid.train INFO: Epoch 27 done. Time per epoch: 19.153[s] Speed: 601.5[samples/s]
2024-04-30 00:30:36 transreid.train INFO: Epoch[28] Iter[20/93] Loss: 0.896, Acc: 0.884, Base Lr: 6.97e-04
2024-04-30 00:30:40 transreid.train INFO: Epoch[28] Iter[40/93] Loss: 0.757, Acc: 0.907, Base Lr: 6.97e-04
2024-04-30 00:30:45 transreid.train INFO: Epoch[28] Iter[60/93] Loss: 0.662, Acc: 0.926, Base Lr: 6.97e-04
2024-04-30 00:30:49 transreid.train INFO: Epoch[28] Iter[80/93] Loss: 0.578, Acc: 0.940, Base Lr: 6.97e-04
2024-04-30 00:30:51 transreid.train INFO: Epoch 28 done. Time per epoch: 19.340[s] Speed: 602.3[samples/s]
2024-04-30 00:30:56 transreid.train INFO: Epoch[29] Iter[20/93] Loss: 0.807, Acc: 0.896, Base Lr: 6.90e-04
2024-04-30 00:31:00 transreid.train INFO: Epoch[29] Iter[40/93] Loss: 0.683, Acc: 0.919, Base Lr: 6.90e-04
2024-04-30 00:31:04 transreid.train INFO: Epoch[29] Iter[60/93] Loss: 0.639, Acc: 0.930, Base Lr: 6.90e-04
2024-04-30 00:31:08 transreid.train INFO: Epoch[29] Iter[80/93] Loss: 0.554, Acc: 0.944, Base Lr: 6.90e-04
2024-04-30 00:31:10 transreid.train INFO: Epoch 29 done. Time per epoch: 19.348[s] Speed: 602.0[samples/s]
2024-04-30 00:31:15 transreid.train INFO: Epoch[30] Iter[20/93] Loss: 0.729, Acc: 0.902, Base Lr: 6.83e-04
2024-04-30 00:31:19 transreid.train INFO: Epoch[30] Iter[40/93] Loss: 0.657, Acc: 0.924, Base Lr: 6.83e-04
2024-04-30 00:31:23 transreid.train INFO: Epoch[30] Iter[60/93] Loss: 0.591, Acc: 0.939, Base Lr: 6.83e-04
2024-04-30 00:31:28 transreid.train INFO: Epoch[30] Iter[80/93] Loss: 0.529, Acc: 0.949, Base Lr: 6.83e-04
2024-04-30 00:31:30 transreid.train INFO: Epoch 30 done. Time per epoch: 19.542[s] Speed: 596.0[samples/s]
2024-04-30 00:31:35 transreid.train INFO: Epoch[31] Iter[20/93] Loss: 0.690, Acc: 0.916, Base Lr: 6.76e-04
2024-04-30 00:31:39 transreid.train INFO: Epoch[31] Iter[40/93] Loss: 0.615, Acc: 0.928, Base Lr: 6.76e-04
2024-04-30 00:31:43 transreid.train INFO: Epoch[31] Iter[60/93] Loss: 0.537, Acc: 0.942, Base Lr: 6.76e-04
2024-04-30 00:31:47 transreid.train INFO: Epoch[31] Iter[80/93] Loss: 0.475, Acc: 0.953, Base Lr: 6.76e-04
2024-04-30 00:31:50 transreid.train INFO: Epoch 31 done. Time per epoch: 19.569[s] Speed: 595.2[samples/s]
2024-04-30 00:31:54 transreid.train INFO: Epoch[32] Iter[20/93] Loss: 0.632, Acc: 0.923, Base Lr: 6.68e-04
2024-04-30 00:31:58 transreid.train INFO: Epoch[32] Iter[40/93] Loss: 0.550, Acc: 0.941, Base Lr: 6.68e-04
2024-04-30 00:32:02 transreid.train INFO: Epoch[32] Iter[60/93] Loss: 0.479, Acc: 0.954, Base Lr: 6.68e-04
2024-04-30 00:32:07 transreid.train INFO: Epoch[32] Iter[80/93] Loss: 0.442, Acc: 0.960, Base Lr: 6.68e-04
2024-04-30 00:32:09 transreid.train INFO: Epoch 32 done. Time per epoch: 19.345[s] Speed: 602.1[samples/s]
2024-04-30 00:32:13 transreid.train INFO: Epoch[33] Iter[20/93] Loss: 0.586, Acc: 0.940, Base Lr: 6.60e-04
2024-04-30 00:32:18 transreid.train INFO: Epoch[33] Iter[40/93] Loss: 0.526, Acc: 0.944, Base Lr: 6.60e-04
2024-04-30 00:32:22 transreid.train INFO: Epoch[33] Iter[60/93] Loss: 0.470, Acc: 0.955, Base Lr: 6.60e-04
2024-04-30 00:32:26 transreid.train INFO: Epoch[33] Iter[80/93] Loss: 0.411, Acc: 0.963, Base Lr: 6.60e-04
2024-04-30 00:32:28 transreid.train INFO: Epoch 33 done. Time per epoch: 19.129[s] Speed: 602.2[samples/s]
2024-04-30 00:32:33 transreid.train INFO: Epoch[34] Iter[20/93] Loss: 0.609, Acc: 0.932, Base Lr: 6.52e-04
2024-04-30 00:32:37 transreid.train INFO: Epoch[34] Iter[40/93] Loss: 0.515, Acc: 0.949, Base Lr: 6.52e-04
2024-04-30 00:32:41 transreid.train INFO: Epoch[34] Iter[60/93] Loss: 0.446, Acc: 0.960, Base Lr: 6.52e-04
2024-04-30 00:32:45 transreid.train INFO: Epoch[34] Iter[80/93] Loss: 0.398, Acc: 0.966, Base Lr: 6.52e-04
2024-04-30 00:32:47 transreid.train INFO: Epoch 34 done. Time per epoch: 19.119[s] Speed: 602.5[samples/s]
2024-04-30 00:32:52 transreid.train INFO: Epoch[35] Iter[20/93] Loss: 0.562, Acc: 0.951, Base Lr: 6.44e-04
2024-04-30 00:32:56 transreid.train INFO: Epoch[35] Iter[40/93] Loss: 0.482, Acc: 0.959, Base Lr: 6.44e-04
2024-04-30 00:33:00 transreid.train INFO: Epoch[35] Iter[60/93] Loss: 0.426, Acc: 0.965, Base Lr: 6.44e-04
2024-04-30 00:33:04 transreid.train INFO: Epoch[35] Iter[80/93] Loss: 0.379, Acc: 0.971, Base Lr: 6.44e-04
2024-04-30 00:33:06 transreid.train INFO: Epoch 35 done. Time per epoch: 19.161[s] Speed: 601.2[samples/s]
2024-04-30 00:33:11 transreid.train INFO: Epoch[36] Iter[20/93] Loss: 0.534, Acc: 0.953, Base Lr: 6.35e-04
2024-04-30 00:33:15 transreid.train INFO: Epoch[36] Iter[40/93] Loss: 0.472, Acc: 0.960, Base Lr: 6.35e-04
2024-04-30 00:33:19 transreid.train INFO: Epoch[36] Iter[60/93] Loss: 0.416, Acc: 0.968, Base Lr: 6.35e-04
2024-04-30 00:33:23 transreid.train INFO: Epoch[36] Iter[80/93] Loss: 0.369, Acc: 0.973, Base Lr: 6.35e-04
2024-04-30 00:33:25 transreid.train INFO: Epoch 36 done. Time per epoch: 19.152[s] Speed: 601.5[samples/s]
2024-04-30 00:33:30 transreid.train INFO: Epoch[37] Iter[20/93] Loss: 0.439, Acc: 0.960, Base Lr: 6.27e-04
2024-04-30 00:33:34 transreid.train INFO: Epoch[37] Iter[40/93] Loss: 0.415, Acc: 0.967, Base Lr: 6.27e-04
2024-04-30 00:33:38 transreid.train INFO: Epoch[37] Iter[60/93] Loss: 0.379, Acc: 0.971, Base Lr: 6.27e-04
2024-04-30 00:33:42 transreid.train INFO: Epoch[37] Iter[80/93] Loss: 0.336, Acc: 0.975, Base Lr: 6.27e-04
2024-04-30 00:33:45 transreid.train INFO: Epoch 37 done. Time per epoch: 19.158[s] Speed: 601.3[samples/s]
2024-04-30 00:33:49 transreid.train INFO: Epoch[38] Iter[20/93] Loss: 0.442, Acc: 0.969, Base Lr: 6.18e-04
2024-04-30 00:33:53 transreid.train INFO: Epoch[38] Iter[40/93] Loss: 0.395, Acc: 0.974, Base Lr: 6.18e-04
2024-04-30 00:33:58 transreid.train INFO: Epoch[38] Iter[60/93] Loss: 0.348, Acc: 0.977, Base Lr: 6.18e-04
2024-04-30 00:34:02 transreid.train INFO: Epoch[38] Iter[80/93] Loss: 0.313, Acc: 0.980, Base Lr: 6.18e-04
2024-04-30 00:34:04 transreid.train INFO: Epoch 38 done. Time per epoch: 19.369[s] Speed: 601.4[samples/s]
2024-04-30 00:34:09 transreid.train INFO: Epoch[39] Iter[20/93] Loss: 0.393, Acc: 0.972, Base Lr: 6.09e-04
2024-04-30 00:34:13 transreid.train INFO: Epoch[39] Iter[40/93] Loss: 0.359, Acc: 0.974, Base Lr: 6.09e-04
2024-04-30 00:34:17 transreid.train INFO: Epoch[39] Iter[60/93] Loss: 0.325, Acc: 0.978, Base Lr: 6.09e-04
2024-04-30 00:34:21 transreid.train INFO: Epoch[39] Iter[80/93] Loss: 0.289, Acc: 0.982, Base Lr: 6.09e-04
2024-04-30 00:34:23 transreid.train INFO: Epoch 39 done. Time per epoch: 19.144[s] Speed: 601.7[samples/s]
2024-04-30 00:34:28 transreid.train INFO: Epoch[40] Iter[20/93] Loss: 0.399, Acc: 0.972, Base Lr: 6.00e-04
2024-04-30 00:34:32 transreid.train INFO: Epoch[40] Iter[40/93] Loss: 0.352, Acc: 0.977, Base Lr: 6.00e-04
2024-04-30 00:34:36 transreid.train INFO: Epoch[40] Iter[60/93] Loss: 0.318, Acc: 0.981, Base Lr: 6.00e-04
2024-04-30 00:34:40 transreid.train INFO: Epoch[40] Iter[80/93] Loss: 0.290, Acc: 0.982, Base Lr: 6.00e-04
2024-04-30 00:34:42 transreid.train INFO: Epoch 40 done. Time per epoch: 19.119[s] Speed: 602.5[samples/s]
2024-04-30 00:35:11 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 00:35:11 transreid.train INFO: mAP: 91.8%
2024-04-30 00:35:11 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-04-30 00:35:11 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-30 00:35:11 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-30 00:35:16 transreid.train INFO: Epoch[41] Iter[20/93] Loss: 0.365, Acc: 0.970, Base Lr: 5.91e-04
2024-04-30 00:35:21 transreid.train INFO: Epoch[41] Iter[40/93] Loss: 0.317, Acc: 0.978, Base Lr: 5.91e-04
2024-04-30 00:35:25 transreid.train INFO: Epoch[41] Iter[60/93] Loss: 0.294, Acc: 0.979, Base Lr: 5.91e-04
2024-04-30 00:35:29 transreid.train INFO: Epoch[41] Iter[80/93] Loss: 0.266, Acc: 0.982, Base Lr: 5.91e-04
2024-04-30 00:35:31 transreid.train INFO: Epoch 41 done. Time per epoch: 19.647[s] Speed: 592.9[samples/s]
2024-04-30 00:35:36 transreid.train INFO: Epoch[42] Iter[20/93] Loss: 0.383, Acc: 0.972, Base Lr: 5.82e-04
2024-04-30 00:35:40 transreid.train INFO: Epoch[42] Iter[40/93] Loss: 0.336, Acc: 0.978, Base Lr: 5.82e-04
2024-04-30 00:35:44 transreid.train INFO: Epoch[42] Iter[60/93] Loss: 0.306, Acc: 0.980, Base Lr: 5.82e-04
2024-04-30 00:35:48 transreid.train INFO: Epoch[42] Iter[80/93] Loss: 0.277, Acc: 0.983, Base Lr: 5.82e-04
2024-04-30 00:35:50 transreid.train INFO: Epoch 42 done. Time per epoch: 19.213[s] Speed: 599.6[samples/s]
2024-04-30 00:35:55 transreid.train INFO: Epoch[43] Iter[20/93] Loss: 0.361, Acc: 0.973, Base Lr: 5.73e-04
2024-04-30 00:35:59 transreid.train INFO: Epoch[43] Iter[40/93] Loss: 0.310, Acc: 0.976, Base Lr: 5.73e-04
2024-04-30 00:36:03 transreid.train INFO: Epoch[43] Iter[60/93] Loss: 0.275, Acc: 0.981, Base Lr: 5.73e-04
2024-04-30 00:36:07 transreid.train INFO: Epoch[43] Iter[80/93] Loss: 0.248, Acc: 0.984, Base Lr: 5.73e-04
2024-04-30 00:36:10 transreid.train INFO: Epoch 43 done. Time per epoch: 19.158[s] Speed: 601.3[samples/s]
2024-04-30 00:36:14 transreid.train INFO: Epoch[44] Iter[20/93] Loss: 0.341, Acc: 0.978, Base Lr: 5.63e-04
2024-04-30 00:36:18 transreid.train INFO: Epoch[44] Iter[40/93] Loss: 0.283, Acc: 0.983, Base Lr: 5.63e-04
2024-04-30 00:36:22 transreid.train INFO: Epoch[44] Iter[60/93] Loss: 0.255, Acc: 0.985, Base Lr: 5.63e-04
2024-04-30 00:36:27 transreid.train INFO: Epoch[44] Iter[80/93] Loss: 0.234, Acc: 0.987, Base Lr: 5.63e-04
2024-04-30 00:36:29 transreid.train INFO: Epoch 44 done. Time per epoch: 19.140[s] Speed: 601.9[samples/s]
2024-04-30 00:36:33 transreid.train INFO: Epoch[45] Iter[20/93] Loss: 0.303, Acc: 0.984, Base Lr: 5.54e-04
2024-04-30 00:36:37 transreid.train INFO: Epoch[45] Iter[40/93] Loss: 0.276, Acc: 0.986, Base Lr: 5.54e-04
2024-04-30 00:36:42 transreid.train INFO: Epoch[45] Iter[60/93] Loss: 0.251, Acc: 0.987, Base Lr: 5.54e-04
2024-04-30 00:36:46 transreid.train INFO: Epoch[45] Iter[80/93] Loss: 0.231, Acc: 0.988, Base Lr: 5.54e-04
2024-04-30 00:36:48 transreid.train INFO: Epoch 45 done. Time per epoch: 19.233[s] Speed: 599.0[samples/s]
2024-04-30 00:36:53 transreid.train INFO: Epoch[46] Iter[20/93] Loss: 0.298, Acc: 0.987, Base Lr: 5.44e-04
2024-04-30 00:36:57 transreid.train INFO: Epoch[46] Iter[40/93] Loss: 0.269, Acc: 0.986, Base Lr: 5.44e-04
2024-04-30 00:37:01 transreid.train INFO: Epoch[46] Iter[60/93] Loss: 0.245, Acc: 0.987, Base Lr: 5.44e-04
2024-04-30 00:37:05 transreid.train INFO: Epoch[46] Iter[80/93] Loss: 0.221, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:37:07 transreid.train INFO: Epoch 46 done. Time per epoch: 19.169[s] Speed: 601.0[samples/s]
2024-04-30 00:37:12 transreid.train INFO: Epoch[47] Iter[20/93] Loss: 0.292, Acc: 0.986, Base Lr: 5.34e-04
2024-04-30 00:37:16 transreid.train INFO: Epoch[47] Iter[40/93] Loss: 0.253, Acc: 0.986, Base Lr: 5.34e-04
2024-04-30 00:37:20 transreid.train INFO: Epoch[47] Iter[60/93] Loss: 0.234, Acc: 0.988, Base Lr: 5.34e-04
2024-04-30 00:37:24 transreid.train INFO: Epoch[47] Iter[80/93] Loss: 0.210, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:37:26 transreid.train INFO: Epoch 47 done. Time per epoch: 19.345[s] Speed: 602.1[samples/s]
2024-04-30 00:37:31 transreid.train INFO: Epoch[48] Iter[20/93] Loss: 0.263, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:37:35 transreid.train INFO: Epoch[48] Iter[40/93] Loss: 0.245, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:37:39 transreid.train INFO: Epoch[48] Iter[60/93] Loss: 0.229, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:37:43 transreid.train INFO: Epoch[48] Iter[80/93] Loss: 0.213, Acc: 0.990, Base Lr: 5.24e-04
2024-04-30 00:37:46 transreid.train INFO: Epoch 48 done. Time per epoch: 19.356[s] Speed: 601.8[samples/s]
2024-04-30 00:37:50 transreid.train INFO: Epoch[49] Iter[20/93] Loss: 0.257, Acc: 0.982, Base Lr: 5.14e-04
2024-04-30 00:37:55 transreid.train INFO: Epoch[49] Iter[40/93] Loss: 0.235, Acc: 0.986, Base Lr: 5.14e-04
2024-04-30 00:37:59 transreid.train INFO: Epoch[49] Iter[60/93] Loss: 0.217, Acc: 0.988, Base Lr: 5.14e-04
2024-04-30 00:38:03 transreid.train INFO: Epoch[49] Iter[80/93] Loss: 0.197, Acc: 0.989, Base Lr: 5.14e-04
2024-04-30 00:38:05 transreid.train INFO: Epoch 49 done. Time per epoch: 19.181[s] Speed: 600.6[samples/s]
2024-04-30 00:38:10 transreid.train INFO: Epoch[50] Iter[20/93] Loss: 0.242, Acc: 0.985, Base Lr: 5.04e-04
2024-04-30 00:38:14 transreid.train INFO: Epoch[50] Iter[40/93] Loss: 0.232, Acc: 0.987, Base Lr: 5.04e-04
2024-04-30 00:38:18 transreid.train INFO: Epoch[50] Iter[60/93] Loss: 0.212, Acc: 0.988, Base Lr: 5.04e-04
2024-04-30 00:38:22 transreid.train INFO: Epoch[50] Iter[80/93] Loss: 0.193, Acc: 0.990, Base Lr: 5.04e-04
2024-04-30 00:38:24 transreid.train INFO: Epoch 50 done. Time per epoch: 19.148[s] Speed: 601.6[samples/s]
2024-04-30 00:38:29 transreid.train INFO: Epoch[51] Iter[20/93] Loss: 0.266, Acc: 0.981, Base Lr: 4.94e-04
2024-04-30 00:38:33 transreid.train INFO: Epoch[51] Iter[40/93] Loss: 0.235, Acc: 0.987, Base Lr: 4.94e-04
2024-04-30 00:38:37 transreid.train INFO: Epoch[51] Iter[60/93] Loss: 0.211, Acc: 0.989, Base Lr: 4.94e-04
2024-04-30 00:38:41 transreid.train INFO: Epoch[51] Iter[80/93] Loss: 0.191, Acc: 0.990, Base Lr: 4.94e-04
2024-04-30 00:38:43 transreid.train INFO: Epoch 51 done. Time per epoch: 19.340[s] Speed: 602.3[samples/s]
2024-04-30 00:38:48 transreid.train INFO: Epoch[52] Iter[20/93] Loss: 0.247, Acc: 0.986, Base Lr: 4.84e-04
2024-04-30 00:38:52 transreid.train INFO: Epoch[52] Iter[40/93] Loss: 0.228, Acc: 0.987, Base Lr: 4.84e-04
2024-04-30 00:38:56 transreid.train INFO: Epoch[52] Iter[60/93] Loss: 0.202, Acc: 0.989, Base Lr: 4.84e-04
2024-04-30 00:39:01 transreid.train INFO: Epoch[52] Iter[80/93] Loss: 0.182, Acc: 0.990, Base Lr: 4.84e-04
2024-04-30 00:39:03 transreid.train INFO: Epoch 52 done. Time per epoch: 19.396[s] Speed: 600.5[samples/s]
2024-04-30 00:39:07 transreid.train INFO: Epoch[53] Iter[20/93] Loss: 0.228, Acc: 0.987, Base Lr: 4.74e-04
2024-04-30 00:39:12 transreid.train INFO: Epoch[53] Iter[40/93] Loss: 0.217, Acc: 0.987, Base Lr: 4.74e-04
2024-04-30 00:39:16 transreid.train INFO: Epoch[53] Iter[60/93] Loss: 0.207, Acc: 0.988, Base Lr: 4.74e-04
2024-04-30 00:39:20 transreid.train INFO: Epoch[53] Iter[80/93] Loss: 0.188, Acc: 0.989, Base Lr: 4.74e-04
2024-04-30 00:39:22 transreid.train INFO: Epoch 53 done. Time per epoch: 19.175[s] Speed: 600.8[samples/s]
2024-04-30 00:39:27 transreid.train INFO: Epoch[54] Iter[20/93] Loss: 0.207, Acc: 0.990, Base Lr: 4.63e-04
2024-04-30 00:39:31 transreid.train INFO: Epoch[54] Iter[40/93] Loss: 0.197, Acc: 0.990, Base Lr: 4.63e-04
2024-04-30 00:39:35 transreid.train INFO: Epoch[54] Iter[60/93] Loss: 0.183, Acc: 0.991, Base Lr: 4.63e-04
2024-04-30 00:39:39 transreid.train INFO: Epoch[54] Iter[80/93] Loss: 0.169, Acc: 0.992, Base Lr: 4.63e-04
2024-04-30 00:39:41 transreid.train INFO: Epoch 54 done. Time per epoch: 19.149[s] Speed: 601.6[samples/s]
2024-04-30 00:39:46 transreid.train INFO: Epoch[55] Iter[20/93] Loss: 0.214, Acc: 0.986, Base Lr: 4.53e-04
2024-04-30 00:39:50 transreid.train INFO: Epoch[55] Iter[40/93] Loss: 0.189, Acc: 0.989, Base Lr: 4.53e-04
2024-04-30 00:39:54 transreid.train INFO: Epoch[55] Iter[60/93] Loss: 0.172, Acc: 0.991, Base Lr: 4.53e-04
2024-04-30 00:39:58 transreid.train INFO: Epoch[55] Iter[80/93] Loss: 0.161, Acc: 0.991, Base Lr: 4.53e-04
2024-04-30 00:40:01 transreid.train INFO: Epoch 55 done. Time per epoch: 19.387[s] Speed: 600.8[samples/s]
2024-04-30 00:40:05 transreid.train INFO: Epoch[56] Iter[20/93] Loss: 0.215, Acc: 0.989, Base Lr: 4.43e-04
2024-04-30 00:40:09 transreid.train INFO: Epoch[56] Iter[40/93] Loss: 0.204, Acc: 0.990, Base Lr: 4.43e-04
2024-04-30 00:40:13 transreid.train INFO: Epoch[56] Iter[60/93] Loss: 0.189, Acc: 0.991, Base Lr: 4.43e-04
2024-04-30 00:40:18 transreid.train INFO: Epoch[56] Iter[80/93] Loss: 0.170, Acc: 0.992, Base Lr: 4.43e-04
2024-04-30 00:40:20 transreid.train INFO: Epoch 56 done. Time per epoch: 18.992[s] Speed: 599.8[samples/s]
2024-04-30 00:40:24 transreid.train INFO: Epoch[57] Iter[20/93] Loss: 0.210, Acc: 0.992, Base Lr: 4.32e-04
2024-04-30 00:40:28 transreid.train INFO: Epoch[57] Iter[40/93] Loss: 0.197, Acc: 0.990, Base Lr: 4.32e-04
2024-04-30 00:40:32 transreid.train INFO: Epoch[57] Iter[60/93] Loss: 0.173, Acc: 0.992, Base Lr: 4.32e-04
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2024-04-30 00:40:39 transreid.train INFO: Epoch 57 done. Time per epoch: 19.153[s] Speed: 601.5[samples/s]
2024-04-30 00:40:43 transreid.train INFO: Epoch[58] Iter[20/93] Loss: 0.212, Acc: 0.988, Base Lr: 4.22e-04
2024-04-30 00:40:48 transreid.train INFO: Epoch[58] Iter[40/93] Loss: 0.187, Acc: 0.990, Base Lr: 4.22e-04
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2024-04-30 00:40:58 transreid.train INFO: Epoch 58 done. Time per epoch: 19.435[s] Speed: 599.3[samples/s]
2024-04-30 00:41:03 transreid.train INFO: Epoch[59] Iter[20/93] Loss: 0.200, Acc: 0.987, Base Lr: 4.11e-04
2024-04-30 00:41:07 transreid.train INFO: Epoch[59] Iter[40/93] Loss: 0.187, Acc: 0.989, Base Lr: 4.11e-04
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2024-04-30 00:41:17 transreid.train INFO: Epoch 59 done. Time per epoch: 19.143[s] Speed: 601.8[samples/s]
2024-04-30 00:41:22 transreid.train INFO: Epoch[60] Iter[20/93] Loss: 0.174, Acc: 0.992, Base Lr: 4.01e-04
2024-04-30 00:41:26 transreid.train INFO: Epoch[60] Iter[40/93] Loss: 0.160, Acc: 0.992, Base Lr: 4.01e-04
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2024-04-30 00:41:34 transreid.train INFO: Epoch[60] Iter[80/93] Loss: 0.139, Acc: 0.993, Base Lr: 4.01e-04
2024-04-30 00:41:36 transreid.train INFO: Epoch 60 done. Time per epoch: 19.168[s] Speed: 601.0[samples/s]
2024-04-30 00:41:41 transreid.train INFO: Epoch[61] Iter[20/93] Loss: 0.179, Acc: 0.991, Base Lr: 3.90e-04
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2024-04-30 00:41:56 transreid.train INFO: Epoch 61 done. Time per epoch: 19.372[s] Speed: 601.3[samples/s]
2024-04-30 00:42:00 transreid.train INFO: Epoch[62] Iter[20/93] Loss: 0.197, Acc: 0.988, Base Lr: 3.80e-04
2024-04-30 00:42:05 transreid.train INFO: Epoch[62] Iter[40/93] Loss: 0.185, Acc: 0.989, Base Lr: 3.80e-04
2024-04-30 00:42:09 transreid.train INFO: Epoch[62] Iter[60/93] Loss: 0.161, Acc: 0.991, Base Lr: 3.80e-04
2024-04-30 00:42:13 transreid.train INFO: Epoch[62] Iter[80/93] Loss: 0.151, Acc: 0.992, Base Lr: 3.80e-04
2024-04-30 00:42:15 transreid.train INFO: Epoch 62 done. Time per epoch: 19.402[s] Speed: 600.3[samples/s]
2024-04-30 00:42:20 transreid.train INFO: Epoch[63] Iter[20/93] Loss: 0.175, Acc: 0.991, Base Lr: 3.69e-04
2024-04-30 00:42:24 transreid.train INFO: Epoch[63] Iter[40/93] Loss: 0.170, Acc: 0.991, Base Lr: 3.69e-04
2024-04-30 00:42:28 transreid.train INFO: Epoch[63] Iter[60/93] Loss: 0.155, Acc: 0.991, Base Lr: 3.69e-04
2024-04-30 00:42:32 transreid.train INFO: Epoch[63] Iter[80/93] Loss: 0.145, Acc: 0.992, Base Lr: 3.69e-04
2024-04-30 00:42:35 transreid.train INFO: Epoch 63 done. Time per epoch: 19.361[s] Speed: 601.6[samples/s]
2024-04-30 00:42:39 transreid.train INFO: Epoch[64] Iter[20/93] Loss: 0.178, Acc: 0.990, Base Lr: 3.59e-04
2024-04-30 00:42:43 transreid.train INFO: Epoch[64] Iter[40/93] Loss: 0.172, Acc: 0.991, Base Lr: 3.59e-04
2024-04-30 00:42:47 transreid.train INFO: Epoch[64] Iter[60/93] Loss: 0.155, Acc: 0.992, Base Lr: 3.59e-04
2024-04-30 00:42:52 transreid.train INFO: Epoch[64] Iter[80/93] Loss: 0.140, Acc: 0.993, Base Lr: 3.59e-04
2024-04-30 00:42:54 transreid.train INFO: Epoch 64 done. Time per epoch: 19.168[s] Speed: 601.0[samples/s]
2024-04-30 00:42:58 transreid.train INFO: Epoch[65] Iter[20/93] Loss: 0.165, Acc: 0.993, Base Lr: 3.49e-04
2024-04-30 00:43:02 transreid.train INFO: Epoch[65] Iter[40/93] Loss: 0.157, Acc: 0.994, Base Lr: 3.49e-04
2024-04-30 00:43:07 transreid.train INFO: Epoch[65] Iter[60/93] Loss: 0.145, Acc: 0.994, Base Lr: 3.49e-04
2024-04-30 00:43:11 transreid.train INFO: Epoch[65] Iter[80/93] Loss: 0.138, Acc: 0.994, Base Lr: 3.49e-04
2024-04-30 00:43:13 transreid.train INFO: Epoch 65 done. Time per epoch: 19.335[s] Speed: 602.4[samples/s]
2024-04-30 00:43:18 transreid.train INFO: Epoch[66] Iter[20/93] Loss: 0.171, Acc: 0.993, Base Lr: 3.38e-04
2024-04-30 00:43:22 transreid.train INFO: Epoch[66] Iter[40/93] Loss: 0.158, Acc: 0.992, Base Lr: 3.38e-04
2024-04-30 00:43:26 transreid.train INFO: Epoch[66] Iter[60/93] Loss: 0.147, Acc: 0.992, Base Lr: 3.38e-04
2024-04-30 00:43:30 transreid.train INFO: Epoch[66] Iter[80/93] Loss: 0.136, Acc: 0.993, Base Lr: 3.38e-04
2024-04-30 00:43:32 transreid.train INFO: Epoch 66 done. Time per epoch: 19.163[s] Speed: 601.1[samples/s]
2024-04-30 00:43:37 transreid.train INFO: Epoch[67] Iter[20/93] Loss: 0.168, Acc: 0.992, Base Lr: 3.28e-04
2024-04-30 00:43:41 transreid.train INFO: Epoch[67] Iter[40/93] Loss: 0.147, Acc: 0.994, Base Lr: 3.28e-04
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2024-04-30 00:43:52 transreid.train INFO: Epoch 67 done. Time per epoch: 19.342[s] Speed: 602.2[samples/s]
2024-04-30 00:43:56 transreid.train INFO: Epoch[68] Iter[20/93] Loss: 0.166, Acc: 0.993, Base Lr: 3.18e-04
2024-04-30 00:44:00 transreid.train INFO: Epoch[68] Iter[40/93] Loss: 0.150, Acc: 0.993, Base Lr: 3.18e-04
2024-04-30 00:44:04 transreid.train INFO: Epoch[68] Iter[60/93] Loss: 0.141, Acc: 0.994, Base Lr: 3.18e-04
2024-04-30 00:44:09 transreid.train INFO: Epoch[68] Iter[80/93] Loss: 0.132, Acc: 0.995, Base Lr: 3.18e-04
2024-04-30 00:44:11 transreid.train INFO: Epoch 68 done. Time per epoch: 19.101[s] Speed: 603.1[samples/s]
2024-04-30 00:44:15 transreid.train INFO: Epoch[69] Iter[20/93] Loss: 0.167, Acc: 0.991, Base Lr: 3.08e-04
2024-04-30 00:44:19 transreid.train INFO: Epoch[69] Iter[40/93] Loss: 0.145, Acc: 0.993, Base Lr: 3.08e-04
2024-04-30 00:44:24 transreid.train INFO: Epoch[69] Iter[60/93] Loss: 0.131, Acc: 0.994, Base Lr: 3.08e-04
2024-04-30 00:44:28 transreid.train INFO: Epoch[69] Iter[80/93] Loss: 0.118, Acc: 0.995, Base Lr: 3.08e-04
2024-04-30 00:44:30 transreid.train INFO: Epoch 69 done. Time per epoch: 19.211[s] Speed: 599.6[samples/s]
2024-04-30 00:44:35 transreid.train INFO: Epoch[70] Iter[20/93] Loss: 0.175, Acc: 0.993, Base Lr: 2.97e-04
2024-04-30 00:44:39 transreid.train INFO: Epoch[70] Iter[40/93] Loss: 0.157, Acc: 0.993, Base Lr: 2.97e-04
2024-04-30 00:44:43 transreid.train INFO: Epoch[70] Iter[60/93] Loss: 0.139, Acc: 0.994, Base Lr: 2.97e-04
2024-04-30 00:44:47 transreid.train INFO: Epoch[70] Iter[80/93] Loss: 0.125, Acc: 0.995, Base Lr: 2.97e-04
2024-04-30 00:44:49 transreid.train INFO: Epoch 70 done. Time per epoch: 19.170[s] Speed: 601.0[samples/s]
2024-04-30 00:44:54 transreid.train INFO: Epoch[71] Iter[20/93] Loss: 0.173, Acc: 0.989, Base Lr: 2.87e-04
2024-04-30 00:44:58 transreid.train INFO: Epoch[71] Iter[40/93] Loss: 0.167, Acc: 0.990, Base Lr: 2.87e-04
2024-04-30 00:45:02 transreid.train INFO: Epoch[71] Iter[60/93] Loss: 0.150, Acc: 0.992, Base Lr: 2.87e-04
2024-04-30 00:45:06 transreid.train INFO: Epoch[71] Iter[80/93] Loss: 0.136, Acc: 0.993, Base Lr: 2.87e-04
2024-04-30 00:45:09 transreid.train INFO: Epoch 71 done. Time per epoch: 19.487[s] Speed: 597.7[samples/s]
2024-04-30 00:45:13 transreid.train INFO: Epoch[72] Iter[20/93] Loss: 0.167, Acc: 0.991, Base Lr: 2.77e-04
2024-04-30 00:45:17 transreid.train INFO: Epoch[72] Iter[40/93] Loss: 0.154, Acc: 0.991, Base Lr: 2.77e-04
2024-04-30 00:45:22 transreid.train INFO: Epoch[72] Iter[60/93] Loss: 0.140, Acc: 0.992, Base Lr: 2.77e-04
2024-04-30 00:45:26 transreid.train INFO: Epoch[72] Iter[80/93] Loss: 0.125, Acc: 0.992, Base Lr: 2.77e-04
2024-04-30 00:45:28 transreid.train INFO: Epoch 72 done. Time per epoch: 19.534[s] Speed: 596.3[samples/s]
2024-04-30 00:45:33 transreid.train INFO: Epoch[73] Iter[20/93] Loss: 0.154, Acc: 0.994, Base Lr: 2.68e-04
2024-04-30 00:45:37 transreid.train INFO: Epoch[73] Iter[40/93] Loss: 0.140, Acc: 0.995, Base Lr: 2.68e-04
2024-04-30 00:45:41 transreid.train INFO: Epoch[73] Iter[60/93] Loss: 0.128, Acc: 0.995, Base Lr: 2.68e-04
2024-04-30 00:45:45 transreid.train INFO: Epoch[73] Iter[80/93] Loss: 0.120, Acc: 0.995, Base Lr: 2.68e-04
2024-04-30 00:45:47 transreid.train INFO: Epoch 73 done. Time per epoch: 19.223[s] Speed: 599.3[samples/s]
2024-04-30 00:45:52 transreid.train INFO: Epoch[74] Iter[20/93] Loss: 0.170, Acc: 0.991, Base Lr: 2.58e-04
2024-04-30 00:45:56 transreid.train INFO: Epoch[74] Iter[40/93] Loss: 0.162, Acc: 0.992, Base Lr: 2.58e-04
2024-04-30 00:46:00 transreid.train INFO: Epoch[74] Iter[60/93] Loss: 0.147, Acc: 0.992, Base Lr: 2.58e-04
2024-04-30 00:46:04 transreid.train INFO: Epoch[74] Iter[80/93] Loss: 0.134, Acc: 0.993, Base Lr: 2.58e-04
2024-04-30 00:46:06 transreid.train INFO: Epoch 74 done. Time per epoch: 19.153[s] Speed: 601.5[samples/s]
2024-04-30 00:46:11 transreid.train INFO: Epoch[75] Iter[20/93] Loss: 0.171, Acc: 0.993, Base Lr: 2.48e-04
2024-04-30 00:46:15 transreid.train INFO: Epoch[75] Iter[40/93] Loss: 0.145, Acc: 0.993, Base Lr: 2.48e-04
2024-04-30 00:46:19 transreid.train INFO: Epoch[75] Iter[60/93] Loss: 0.133, Acc: 0.994, Base Lr: 2.48e-04
2024-04-30 00:46:24 transreid.train INFO: Epoch[75] Iter[80/93] Loss: 0.123, Acc: 0.994, Base Lr: 2.48e-04
2024-04-30 00:46:26 transreid.train INFO: Epoch 75 done. Time per epoch: 19.152[s] Speed: 601.5[samples/s]
2024-04-30 00:46:30 transreid.train INFO: Epoch[76] Iter[20/93] Loss: 0.150, Acc: 0.993, Base Lr: 2.38e-04
2024-04-30 00:46:34 transreid.train INFO: Epoch[76] Iter[40/93] Loss: 0.146, Acc: 0.993, Base Lr: 2.38e-04
2024-04-30 00:46:39 transreid.train INFO: Epoch[76] Iter[60/93] Loss: 0.131, Acc: 0.994, Base Lr: 2.38e-04
2024-04-30 00:46:43 transreid.train INFO: Epoch[76] Iter[80/93] Loss: 0.121, Acc: 0.994, Base Lr: 2.38e-04
2024-04-30 00:46:45 transreid.train INFO: Epoch 76 done. Time per epoch: 19.131[s] Speed: 602.2[samples/s]
2024-04-30 00:46:49 transreid.train INFO: Epoch[77] Iter[20/93] Loss: 0.175, Acc: 0.990, Base Lr: 2.29e-04
2024-04-30 00:46:54 transreid.train INFO: Epoch[77] Iter[40/93] Loss: 0.139, Acc: 0.993, Base Lr: 2.29e-04
2024-04-30 00:46:58 transreid.train INFO: Epoch[77] Iter[60/93] Loss: 0.127, Acc: 0.994, Base Lr: 2.29e-04
2024-04-30 00:47:02 transreid.train INFO: Epoch[77] Iter[80/93] Loss: 0.119, Acc: 0.995, Base Lr: 2.29e-04
2024-04-30 00:47:04 transreid.train INFO: Epoch 77 done. Time per epoch: 19.212[s] Speed: 599.6[samples/s]
2024-04-30 00:47:09 transreid.train INFO: Epoch[78] Iter[20/93] Loss: 0.169, Acc: 0.992, Base Lr: 2.20e-04
2024-04-30 00:47:13 transreid.train INFO: Epoch[78] Iter[40/93] Loss: 0.155, Acc: 0.992, Base Lr: 2.20e-04
2024-04-30 00:47:17 transreid.train INFO: Epoch[78] Iter[60/93] Loss: 0.141, Acc: 0.993, Base Lr: 2.20e-04
2024-04-30 00:47:21 transreid.train INFO: Epoch[78] Iter[80/93] Loss: 0.125, Acc: 0.994, Base Lr: 2.20e-04
2024-04-30 00:47:23 transreid.train INFO: Epoch 78 done. Time per epoch: 19.175[s] Speed: 600.8[samples/s]
2024-04-30 00:47:28 transreid.train INFO: Epoch[79] Iter[20/93] Loss: 0.148, Acc: 0.994, Base Lr: 2.10e-04
2024-04-30 00:47:32 transreid.train INFO: Epoch[79] Iter[40/93] Loss: 0.133, Acc: 0.994, Base Lr: 2.10e-04
2024-04-30 00:47:36 transreid.train INFO: Epoch[79] Iter[60/93] Loss: 0.121, Acc: 0.995, Base Lr: 2.10e-04
2024-04-30 00:47:40 transreid.train INFO: Epoch[79] Iter[80/93] Loss: 0.111, Acc: 0.995, Base Lr: 2.10e-04
2024-04-30 00:47:43 transreid.train INFO: Epoch 79 done. Time per epoch: 19.350[s] Speed: 602.0[samples/s]
2024-04-30 00:47:47 transreid.train INFO: Epoch[80] Iter[20/93] Loss: 0.145, Acc: 0.995, Base Lr: 2.01e-04
2024-04-30 00:47:51 transreid.train INFO: Epoch[80] Iter[40/93] Loss: 0.128, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:47:55 transreid.train INFO: Epoch[80] Iter[60/93] Loss: 0.118, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:48:00 transreid.train INFO: Epoch[80] Iter[80/93] Loss: 0.115, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:48:02 transreid.train INFO: Epoch 80 done. Time per epoch: 19.420[s] Speed: 599.8[samples/s]
2024-04-30 00:48:29 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 00:48:29 transreid.train INFO: mAP: 93.8%
2024-04-30 00:48:29 transreid.train INFO: CMC curve, Rank-1  :97.3%
2024-04-30 00:48:29 transreid.train INFO: CMC curve, Rank-5  :99.2%
2024-04-30 00:48:29 transreid.train INFO: CMC curve, Rank-10 :99.6%
2024-04-30 00:48:34 transreid.train INFO: Epoch[81] Iter[20/93] Loss: 0.165, Acc: 0.988, Base Lr: 1.92e-04
2024-04-30 00:48:38 transreid.train INFO: Epoch[81] Iter[40/93] Loss: 0.143, Acc: 0.991, Base Lr: 1.92e-04
2024-04-30 00:48:42 transreid.train INFO: Epoch[81] Iter[60/93] Loss: 0.131, Acc: 0.993, Base Lr: 1.92e-04
2024-04-30 00:48:46 transreid.train INFO: Epoch[81] Iter[80/93] Loss: 0.118, Acc: 0.994, Base Lr: 1.92e-04
2024-04-30 00:48:48 transreid.train INFO: Epoch 81 done. Time per epoch: 19.543[s] Speed: 596.0[samples/s]
2024-04-30 00:48:53 transreid.train INFO: Epoch[82] Iter[20/93] Loss: 0.128, Acc: 0.993, Base Lr: 1.83e-04
2024-04-30 00:48:57 transreid.train INFO: Epoch[82] Iter[40/93] Loss: 0.122, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:49:01 transreid.train INFO: Epoch[82] Iter[60/93] Loss: 0.117, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:49:05 transreid.train INFO: Epoch[82] Iter[80/93] Loss: 0.106, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:49:08 transreid.train INFO: Epoch 82 done. Time per epoch: 19.311[s] Speed: 596.6[samples/s]
2024-04-30 00:49:12 transreid.train INFO: Epoch[83] Iter[20/93] Loss: 0.145, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:49:16 transreid.train INFO: Epoch[83] Iter[40/93] Loss: 0.134, Acc: 0.995, Base Lr: 1.75e-04
2024-04-30 00:49:21 transreid.train INFO: Epoch[83] Iter[60/93] Loss: 0.121, Acc: 0.995, Base Lr: 1.75e-04
2024-04-30 00:49:25 transreid.train INFO: Epoch[83] Iter[80/93] Loss: 0.114, Acc: 0.995, Base Lr: 1.75e-04
2024-04-30 00:49:27 transreid.train INFO: Epoch 83 done. Time per epoch: 19.290[s] Speed: 597.2[samples/s]
2024-04-30 00:49:32 transreid.train INFO: Epoch[84] Iter[20/93] Loss: 0.152, Acc: 0.993, Base Lr: 1.66e-04
2024-04-30 00:49:36 transreid.train INFO: Epoch[84] Iter[40/93] Loss: 0.140, Acc: 0.995, Base Lr: 1.66e-04
2024-04-30 00:49:40 transreid.train INFO: Epoch[84] Iter[60/93] Loss: 0.129, Acc: 0.995, Base Lr: 1.66e-04
2024-04-30 00:49:44 transreid.train INFO: Epoch[84] Iter[80/93] Loss: 0.118, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:49:46 transreid.train INFO: Epoch 84 done. Time per epoch: 19.223[s] Speed: 599.3[samples/s]
2024-04-30 00:49:51 transreid.train INFO: Epoch[85] Iter[20/93] Loss: 0.130, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:49:55 transreid.train INFO: Epoch[85] Iter[40/93] Loss: 0.124, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:49:59 transreid.train INFO: Epoch[85] Iter[60/93] Loss: 0.116, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:50:03 transreid.train INFO: Epoch[85] Iter[80/93] Loss: 0.106, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:50:06 transreid.train INFO: Epoch 85 done. Time per epoch: 19.375[s] Speed: 601.2[samples/s]
2024-04-30 00:50:10 transreid.train INFO: Epoch[86] Iter[20/93] Loss: 0.138, Acc: 0.992, Base Lr: 1.50e-04
2024-04-30 00:50:14 transreid.train INFO: Epoch[86] Iter[40/93] Loss: 0.123, Acc: 0.994, Base Lr: 1.50e-04
2024-04-30 00:50:18 transreid.train INFO: Epoch[86] Iter[60/93] Loss: 0.118, Acc: 0.994, Base Lr: 1.50e-04
2024-04-30 00:50:23 transreid.train INFO: Epoch[86] Iter[80/93] Loss: 0.105, Acc: 0.995, Base Lr: 1.50e-04
2024-04-30 00:50:25 transreid.train INFO: Epoch 86 done. Time per epoch: 19.189[s] Speed: 600.3[samples/s]
2024-04-30 00:50:29 transreid.train INFO: Epoch[87] Iter[20/93] Loss: 0.136, Acc: 0.995, Base Lr: 1.42e-04
2024-04-30 00:50:33 transreid.train INFO: Epoch[87] Iter[40/93] Loss: 0.127, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:50:38 transreid.train INFO: Epoch[87] Iter[60/93] Loss: 0.113, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:50:42 transreid.train INFO: Epoch[87] Iter[80/93] Loss: 0.103, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:50:44 transreid.train INFO: Epoch 87 done. Time per epoch: 19.421[s] Speed: 599.8[samples/s]
2024-04-30 00:50:49 transreid.train INFO: Epoch[88] Iter[20/93] Loss: 0.130, Acc: 0.994, Base Lr: 1.34e-04
2024-04-30 00:50:53 transreid.train INFO: Epoch[88] Iter[40/93] Loss: 0.129, Acc: 0.994, Base Lr: 1.34e-04
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2024-04-30 00:51:08 transreid.train INFO: Epoch[89] Iter[20/93] Loss: 0.139, Acc: 0.994, Base Lr: 1.26e-04
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2024-04-30 00:51:46 transreid.train INFO: Epoch[91] Iter[20/93] Loss: 0.131, Acc: 0.994, Base Lr: 1.11e-04
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2024-04-30 00:52:25 transreid.train INFO: Epoch[93] Iter[20/93] Loss: 0.134, Acc: 0.995, Base Lr: 9.72e-05
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2024-04-30 00:52:40 transreid.train INFO: Epoch 93 done. Time per epoch: 19.256[s] Speed: 598.3[samples/s]
2024-04-30 00:52:45 transreid.train INFO: Epoch[94] Iter[20/93] Loss: 0.137, Acc: 0.995, Base Lr: 9.06e-05
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2024-04-30 00:52:59 transreid.train INFO: Epoch 94 done. Time per epoch: 19.519[s] Speed: 590.2[samples/s]
2024-04-30 00:53:04 transreid.train INFO: Epoch[95] Iter[20/93] Loss: 0.132, Acc: 0.995, Base Lr: 8.41e-05
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2024-04-30 00:53:19 transreid.train INFO: Epoch 95 done. Time per epoch: 19.678[s] Speed: 585.4[samples/s]
2024-04-30 00:53:24 transreid.train INFO: Epoch[96] Iter[20/93] Loss: 0.135, Acc: 0.994, Base Lr: 7.78e-05
2024-04-30 00:53:28 transreid.train INFO: Epoch[96] Iter[40/93] Loss: 0.128, Acc: 0.993, Base Lr: 7.78e-05
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2024-04-30 00:53:38 transreid.train INFO: Epoch 96 done. Time per epoch: 19.218[s] Speed: 599.4[samples/s]
2024-04-30 00:53:43 transreid.train INFO: Epoch[97] Iter[20/93] Loss: 0.134, Acc: 0.991, Base Lr: 7.18e-05
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2024-04-30 00:53:57 transreid.train INFO: Epoch 97 done. Time per epoch: 19.178[s] Speed: 600.7[samples/s]
2024-04-30 00:54:02 transreid.train INFO: Epoch[98] Iter[20/93] Loss: 0.133, Acc: 0.995, Base Lr: 6.60e-05
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2024-04-30 00:54:16 transreid.train INFO: Epoch 98 done. Time per epoch: 19.183[s] Speed: 600.5[samples/s]
2024-04-30 00:54:21 transreid.train INFO: Epoch[99] Iter[20/93] Loss: 0.124, Acc: 0.997, Base Lr: 6.04e-05
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2024-04-30 00:54:36 transreid.train INFO: Epoch 99 done. Time per epoch: 19.207[s] Speed: 599.8[samples/s]
2024-04-30 00:54:40 transreid.train INFO: Epoch[100] Iter[20/93] Loss: 0.124, Acc: 0.995, Base Lr: 5.51e-05
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2024-04-30 00:54:55 transreid.train INFO: Epoch 100 done. Time per epoch: 19.224[s] Speed: 599.2[samples/s]
2024-04-30 00:55:00 transreid.train INFO: Epoch[101] Iter[20/93] Loss: 0.143, Acc: 0.995, Base Lr: 5.00e-05
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2024-04-30 00:55:14 transreid.train INFO: Epoch 101 done. Time per epoch: 19.385[s] Speed: 600.9[samples/s]
2024-04-30 00:55:19 transreid.train INFO: Epoch[102] Iter[20/93] Loss: 0.119, Acc: 0.996, Base Lr: 4.51e-05
2024-04-30 00:55:23 transreid.train INFO: Epoch[102] Iter[40/93] Loss: 0.113, Acc: 0.996, Base Lr: 4.51e-05
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2024-04-30 00:55:33 transreid.train INFO: Epoch 102 done. Time per epoch: 19.050[s] Speed: 604.7[samples/s]
2024-04-30 00:55:38 transreid.train INFO: Epoch[103] Iter[20/93] Loss: 0.134, Acc: 0.995, Base Lr: 4.05e-05
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2024-04-30 00:55:53 transreid.train INFO: Epoch 103 done. Time per epoch: 19.196[s] Speed: 600.1[samples/s]
2024-04-30 00:55:57 transreid.train INFO: Epoch[104] Iter[20/93] Loss: 0.141, Acc: 0.994, Base Lr: 3.61e-05
2024-04-30 00:56:01 transreid.train INFO: Epoch[104] Iter[40/93] Loss: 0.130, Acc: 0.994, Base Lr: 3.61e-05
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2024-04-30 00:56:12 transreid.train INFO: Epoch 104 done. Time per epoch: 19.395[s] Speed: 594.0[samples/s]
2024-04-30 00:56:17 transreid.train INFO: Epoch[105] Iter[20/93] Loss: 0.142, Acc: 0.993, Base Lr: 3.20e-05
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2024-04-30 00:56:31 transreid.train INFO: Epoch 105 done. Time per epoch: 19.362[s] Speed: 595.0[samples/s]
2024-04-30 00:56:36 transreid.train INFO: Epoch[106] Iter[20/93] Loss: 0.138, Acc: 0.995, Base Lr: 2.81e-05
2024-04-30 00:56:40 transreid.train INFO: Epoch[106] Iter[40/93] Loss: 0.123, Acc: 0.995, Base Lr: 2.81e-05
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2024-04-30 00:56:51 transreid.train INFO: Epoch 106 done. Time per epoch: 19.403[s] Speed: 600.3[samples/s]
2024-04-30 00:56:55 transreid.train INFO: Epoch[107] Iter[20/93] Loss: 0.117, Acc: 0.996, Base Lr: 2.45e-05
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2024-04-30 00:57:10 transreid.train INFO: Epoch 107 done. Time per epoch: 19.373[s] Speed: 601.3[samples/s]
2024-04-30 00:57:15 transreid.train INFO: Epoch[108] Iter[20/93] Loss: 0.125, Acc: 0.994, Base Lr: 2.11e-05
2024-04-30 00:57:19 transreid.train INFO: Epoch[108] Iter[40/93] Loss: 0.112, Acc: 0.995, Base Lr: 2.11e-05
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2024-04-30 00:57:29 transreid.train INFO: Epoch 108 done. Time per epoch: 19.222[s] Speed: 599.3[samples/s]
2024-04-30 00:57:34 transreid.train INFO: Epoch[109] Iter[20/93] Loss: 0.138, Acc: 0.995, Base Lr: 1.80e-05
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2024-04-30 00:57:49 transreid.train INFO: Epoch 109 done. Time per epoch: 19.193[s] Speed: 600.2[samples/s]
2024-04-30 00:57:53 transreid.train INFO: Epoch[110] Iter[20/93] Loss: 0.127, Acc: 0.996, Base Lr: 1.52e-05
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2024-04-30 00:58:08 transreid.train INFO: Epoch 110 done. Time per epoch: 19.177[s] Speed: 600.7[samples/s]
2024-04-30 00:58:12 transreid.train INFO: Epoch[111] Iter[20/93] Loss: 0.121, Acc: 0.995, Base Lr: 1.26e-05
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2024-04-30 00:58:27 transreid.train INFO: Epoch 111 done. Time per epoch: 19.364[s] Speed: 601.5[samples/s]
2024-04-30 00:58:32 transreid.train INFO: Epoch[112] Iter[20/93] Loss: 0.119, Acc: 0.995, Base Lr: 1.03e-05
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2024-04-30 00:58:46 transreid.train INFO: Epoch 112 done. Time per epoch: 19.190[s] Speed: 600.3[samples/s]
2024-04-30 00:58:51 transreid.train INFO: Epoch[113] Iter[20/93] Loss: 0.122, Acc: 0.997, Base Lr: 8.28e-06
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2024-04-30 00:59:05 transreid.train INFO: Epoch 113 done. Time per epoch: 19.156[s] Speed: 601.4[samples/s]
2024-04-30 00:59:10 transreid.train INFO: Epoch[114] Iter[20/93] Loss: 0.130, Acc: 0.991, Base Lr: 6.51e-06
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2024-04-30 00:59:25 transreid.train INFO: Epoch 114 done. Time per epoch: 19.218[s] Speed: 599.4[samples/s]
2024-04-30 00:59:29 transreid.train INFO: Epoch[115] Iter[20/93] Loss: 0.121, Acc: 0.995, Base Lr: 5.02e-06
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2024-04-30 00:59:44 transreid.train INFO: Epoch 115 done. Time per epoch: 19.202[s] Speed: 599.9[samples/s]
2024-04-30 00:59:48 transreid.train INFO: Epoch[116] Iter[20/93] Loss: 0.120, Acc: 0.994, Base Lr: 3.79e-06
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2024-04-30 01:00:01 transreid.train INFO: Epoch[116] Iter[80/93] Loss: 0.095, Acc: 0.995, Base Lr: 3.79e-06
2024-04-30 01:00:03 transreid.train INFO: Epoch 116 done. Time per epoch: 19.379[s] Speed: 601.1[samples/s]
2024-04-30 01:00:08 transreid.train INFO: Epoch[117] Iter[20/93] Loss: 0.111, Acc: 0.996, Base Lr: 2.83e-06
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2024-04-30 01:00:22 transreid.train INFO: Epoch 117 done. Time per epoch: 19.218[s] Speed: 599.5[samples/s]
2024-04-30 01:00:27 transreid.train INFO: Epoch[118] Iter[20/93] Loss: 0.136, Acc: 0.995, Base Lr: 2.15e-06
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2024-04-30 01:00:42 transreid.train INFO: Epoch 118 done. Time per epoch: 19.135[s] Speed: 602.0[samples/s]
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2024-04-30 01:00:54 transreid.train INFO: Epoch[119] Iter[60/93] Loss: 0.110, Acc: 0.995, Base Lr: 1.74e-06
2024-04-30 01:00:59 transreid.train INFO: Epoch[119] Iter[80/93] Loss: 0.100, Acc: 0.995, Base Lr: 1.74e-06
2024-04-30 01:01:01 transreid.train INFO: Epoch 119 done. Time per epoch: 19.189[s] Speed: 600.3[samples/s]
2024-04-30 01:01:05 transreid.train INFO: Epoch[120] Iter[20/93] Loss: 0.124, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:01:10 transreid.train INFO: Epoch[120] Iter[40/93] Loss: 0.111, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:01:14 transreid.train INFO: Epoch[120] Iter[60/93] Loss: 0.103, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:01:18 transreid.train INFO: Epoch[120] Iter[80/93] Loss: 0.096, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:01:20 transreid.train INFO: Epoch 120 done. Time per epoch: 19.189[s] Speed: 600.3[samples/s]
2024-04-30 01:01:47 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 01:01:47 transreid.train INFO: mAP: 94.0%
2024-04-30 01:01:47 transreid.train INFO: CMC curve, Rank-1  :97.3%
2024-04-30 01:01:47 transreid.train INFO: CMC curve, Rank-5  :99.1%
2024-04-30 01:01:47 transreid.train INFO: CMC curve, Rank-10 :99.6%
