2024-04-29 22:33:48 transreid INFO: Saving model in the path :log/transreid/market/RepViT_m1_0_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 22:33:48 transreid INFO: Loaded configuration file configs/market/repvit_m1_0.yml
2024-04-29 22:33:48 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: repvit_m1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m1_0_distill_300e.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/RepViT_m1_0_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-29 22:33:49 transreid.check INFO: Dataset statistics:
2024-04-29 22:33:49 transreid.check INFO:   ----------------------------------------
2024-04-29 22:33:49 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 22:33:49 transreid.check INFO:   ----------------------------------------
2024-04-29 22:33:49 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-29 22:33:49 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-29 22:33:49 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-29 22:33:49 transreid.check INFO:   ----------------------------------------
2024-04-29 22:33:50 transreid INFO: ===========using cosine learning rate=======
2024-04-29 22:33:50 transreid.train INFO: start training
2024-04-29 22:34:01 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.821, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:06 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.814, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:34:11 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.922, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:34:16 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.751, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 22:34:21 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.665, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:34:26 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.585, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:34:31 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.527, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:36 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.484, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:41 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.461, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:46 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.434, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:51 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.413, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:34:56 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.387, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:01 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.370, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:06 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.354, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:11 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.342, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:16 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.335, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:21 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 9.327, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:26 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.316, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:35:27 transreid.train INFO: Epoch 1 done. Time per epoch: 96.649[s] Speed: 121.2[samples/s]
2024-04-29 22:35:33 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 9.100, Acc: 0.000, Base Lr: 8.72e-04
2024-04-29 22:35:38 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.144, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:35:43 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 9.142, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:35:48 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 9.135, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 22:35:53 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 9.136, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:35:58 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 9.117, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:03 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 9.110, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:08 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 9.103, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:13 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 9.086, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:18 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 9.076, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:23 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 9.066, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:28 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 9.057, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:33 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 9.041, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 22:36:38 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 9.027, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:43 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 9.022, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 22:36:48 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 9.012, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 22:36:53 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 9.002, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 22:36:58 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.996, Acc: 0.004, Base Lr: 8.72e-04
2024-04-29 22:36:59 transreid.train INFO: Epoch 2 done. Time per epoch: 91.856[s] Speed: 127.5[samples/s]
2024-04-29 22:37:05 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.850, Acc: 0.003, Base Lr: 1.27e-03
2024-04-29 22:37:10 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.832, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:37:14 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.832, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 22:37:18 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.833, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:37:23 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.837, Acc: 0.007, Base Lr: 1.27e-03
2024-04-29 22:37:29 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.833, Acc: 0.007, Base Lr: 1.27e-03
2024-04-29 22:37:34 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.821, Acc: 0.007, Base Lr: 1.27e-03
2024-04-29 22:37:39 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.808, Acc: 0.007, Base Lr: 1.27e-03
2024-04-29 22:37:44 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 8.803, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:37:49 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 8.797, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:37:54 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 8.789, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:37:59 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 8.788, Acc: 0.008, Base Lr: 1.27e-03
2024-04-29 22:38:04 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 8.783, Acc: 0.009, Base Lr: 1.27e-03
2024-04-29 22:38:09 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 8.775, Acc: 0.009, Base Lr: 1.27e-03
2024-04-29 22:38:14 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 8.765, Acc: 0.011, Base Lr: 1.27e-03
2024-04-29 22:38:19 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 8.758, Acc: 0.012, Base Lr: 1.27e-03
2024-04-29 22:38:24 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 8.747, Acc: 0.013, Base Lr: 1.27e-03
2024-04-29 22:38:29 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 8.744, Acc: 0.015, Base Lr: 1.27e-03
2024-04-29 22:38:30 transreid.train INFO: Epoch 3 done. Time per epoch: 90.997[s] Speed: 128.7[samples/s]
2024-04-29 22:38:36 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 8.574, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 22:38:41 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 8.581, Acc: 0.007, Base Lr: 1.66e-03
2024-04-29 22:38:46 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 8.575, Acc: 0.012, Base Lr: 1.66e-03
2024-04-29 22:38:51 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 8.591, Acc: 0.010, Base Lr: 1.66e-03
2024-04-29 22:38:56 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 8.580, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 22:39:01 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 8.565, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 22:39:06 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 8.563, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 22:39:11 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 8.557, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 22:39:16 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 8.557, Acc: 0.010, Base Lr: 1.66e-03
2024-04-29 22:39:21 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 8.554, Acc: 0.010, Base Lr: 1.66e-03
2024-04-29 22:39:26 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 8.548, Acc: 0.011, Base Lr: 1.66e-03
2024-04-29 22:39:31 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 8.538, Acc: 0.011, Base Lr: 1.66e-03
2024-04-29 22:39:36 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 8.530, Acc: 0.012, Base Lr: 1.66e-03
2024-04-29 22:39:41 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 8.524, Acc: 0.013, Base Lr: 1.66e-03
2024-04-29 22:39:46 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 8.516, Acc: 0.014, Base Lr: 1.66e-03
2024-04-29 22:39:51 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 8.508, Acc: 0.015, Base Lr: 1.66e-03
2024-04-29 22:39:56 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 8.497, Acc: 0.017, Base Lr: 1.66e-03
2024-04-29 22:40:01 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 8.487, Acc: 0.018, Base Lr: 1.66e-03
2024-04-29 22:40:02 transreid.train INFO: Epoch 4 done. Time per epoch: 92.185[s] Speed: 127.0[samples/s]
2024-04-29 22:40:08 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 8.295, Acc: 0.009, Base Lr: 2.06e-03
2024-04-29 22:40:13 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 8.298, Acc: 0.005, Base Lr: 2.06e-03
2024-04-29 22:40:18 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 8.308, Acc: 0.007, Base Lr: 2.06e-03
2024-04-29 22:40:23 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 8.298, Acc: 0.007, Base Lr: 2.06e-03
2024-04-29 22:40:28 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 8.295, Acc: 0.007, Base Lr: 2.06e-03
2024-04-29 22:40:33 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 8.278, Acc: 0.008, Base Lr: 2.06e-03
2024-04-29 22:40:38 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 8.265, Acc: 0.010, Base Lr: 2.06e-03
2024-04-29 22:40:43 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 8.247, Acc: 0.012, Base Lr: 2.06e-03
2024-04-29 22:40:48 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 8.241, Acc: 0.013, Base Lr: 2.06e-03
2024-04-29 22:40:53 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 8.222, Acc: 0.015, Base Lr: 2.06e-03
2024-04-29 22:40:58 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 8.216, Acc: 0.014, Base Lr: 2.06e-03
2024-04-29 22:41:03 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 8.203, Acc: 0.014, Base Lr: 2.06e-03
2024-04-29 22:41:08 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 8.195, Acc: 0.014, Base Lr: 2.06e-03
2024-04-29 22:41:12 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 8.182, Acc: 0.016, Base Lr: 2.06e-03
2024-04-29 22:41:17 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 8.172, Acc: 0.018, Base Lr: 2.06e-03
2024-04-29 22:41:22 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 8.160, Acc: 0.019, Base Lr: 2.06e-03
2024-04-29 22:41:26 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 8.144, Acc: 0.021, Base Lr: 2.06e-03
2024-04-29 22:41:31 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 8.127, Acc: 0.026, Base Lr: 2.06e-03
2024-04-29 22:41:34 transreid.train INFO: Epoch 5 done. Time per epoch: 91.167[s] Speed: 129.2[samples/s]
2024-04-29 22:41:39 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 7.951, Acc: 0.009, Base Lr: 2.46e-03
2024-04-29 22:41:44 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 7.904, Acc: 0.016, Base Lr: 2.46e-03
2024-04-29 22:41:49 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.910, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 22:41:54 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 7.901, Acc: 0.011, Base Lr: 2.46e-03
2024-04-29 22:41:59 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 7.884, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 22:42:04 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 7.871, Acc: 0.014, Base Lr: 2.46e-03
2024-04-29 22:42:09 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 7.864, Acc: 0.014, Base Lr: 2.46e-03
2024-04-29 22:42:14 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 7.852, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 22:42:18 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 7.836, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 22:42:23 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 7.821, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 22:42:28 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 7.798, Acc: 0.015, Base Lr: 2.46e-03
2024-04-29 22:42:33 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 7.780, Acc: 0.016, Base Lr: 2.46e-03
2024-04-29 22:42:38 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 7.765, Acc: 0.017, Base Lr: 2.46e-03
2024-04-29 22:42:43 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 7.750, Acc: 0.018, Base Lr: 2.46e-03
2024-04-29 22:42:48 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 7.729, Acc: 0.020, Base Lr: 2.46e-03
2024-04-29 22:42:53 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 7.709, Acc: 0.021, Base Lr: 2.46e-03
2024-04-29 22:42:58 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 7.683, Acc: 0.024, Base Lr: 2.46e-03
2024-04-29 22:43:03 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 7.645, Acc: 0.031, Base Lr: 2.46e-03
2024-04-29 22:43:04 transreid.train INFO: Epoch 6 done. Time per epoch: 90.936[s] Speed: 128.8[samples/s]
2024-04-29 22:43:10 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.490, Acc: 0.005, Base Lr: 2.85e-03
2024-04-29 22:43:15 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.501, Acc: 0.008, Base Lr: 2.85e-03
2024-04-29 22:43:20 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 7.467, Acc: 0.014, Base Lr: 2.85e-03
2024-04-29 22:43:25 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 7.458, Acc: 0.014, Base Lr: 2.85e-03
2024-04-29 22:43:30 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 7.437, Acc: 0.015, Base Lr: 2.85e-03
2024-04-29 22:43:35 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 7.405, Acc: 0.020, Base Lr: 2.85e-03
2024-04-29 22:43:40 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 7.380, Acc: 0.021, Base Lr: 2.85e-03
2024-04-29 22:43:44 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 7.368, Acc: 0.020, Base Lr: 2.85e-03
2024-04-29 22:43:49 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 7.347, Acc: 0.021, Base Lr: 2.85e-03
2024-04-29 22:43:54 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 7.330, Acc: 0.021, Base Lr: 2.85e-03
2024-04-29 22:43:59 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 7.316, Acc: 0.020, Base Lr: 2.85e-03
2024-04-29 22:44:04 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 7.295, Acc: 0.022, Base Lr: 2.85e-03
2024-04-29 22:44:09 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 7.273, Acc: 0.023, Base Lr: 2.85e-03
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2024-04-29 22:44:36 transreid.train INFO: Epoch 7 done. Time per epoch: 91.253[s] Speed: 128.3[samples/s]
2024-04-29 22:44:41 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 7.053, Acc: 0.013, Base Lr: 3.25e-03
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2024-04-29 22:46:06 transreid.train INFO: Epoch 8 done. Time per epoch: 90.376[s] Speed: 129.6[samples/s]
2024-04-29 22:46:12 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.686, Acc: 0.045, Base Lr: 3.64e-03
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2024-04-29 22:47:39 transreid.train INFO: Epoch 9 done. Time per epoch: 92.819[s] Speed: 126.9[samples/s]
2024-04-29 22:47:45 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.127, Acc: 0.069, Base Lr: 4.04e-03
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2024-04-29 22:49:11 transreid.train INFO: Epoch 10 done. Time per epoch: 92.204[s] Speed: 127.0[samples/s]
2024-04-29 22:49:17 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.716, Acc: 0.114, Base Lr: 4.44e-03
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2024-04-29 22:50:43 transreid.train INFO: Epoch 11 done. Time per epoch: 92.143[s] Speed: 127.1[samples/s]
2024-04-29 22:50:49 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.262, Acc: 0.125, Base Lr: 4.83e-03
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2024-04-29 22:52:16 transreid.train INFO: Epoch 12 done. Time per epoch: 93.013[s] Speed: 125.9[samples/s]
2024-04-29 22:52:22 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 4.989, Acc: 0.173, Base Lr: 5.23e-03
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2024-04-29 22:53:48 transreid.train INFO: Epoch 13 done. Time per epoch: 92.229[s] Speed: 127.0[samples/s]
2024-04-29 22:53:54 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 4.191, Acc: 0.306, Base Lr: 5.62e-03
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2024-04-29 22:55:23 transreid.train INFO: Epoch 14 done. Time per epoch: 94.180[s] Speed: 125.0[samples/s]
2024-04-29 22:55:28 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 3.615, Acc: 0.334, Base Lr: 6.02e-03
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2024-04-29 22:56:56 transreid.train INFO: Epoch 15 done. Time per epoch: 93.094[s] Speed: 125.8[samples/s]
2024-04-29 22:57:01 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 3.313, Acc: 0.412, Base Lr: 6.42e-03
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2024-04-29 22:58:27 transreid.train INFO: Epoch 16 done. Time per epoch: 91.445[s] Speed: 128.1[samples/s]
2024-04-29 22:58:33 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 2.608, Acc: 0.555, Base Lr: 6.81e-03
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2024-04-29 23:00:00 transreid.train INFO: Epoch 17 done. Time per epoch: 92.409[s] Speed: 126.7[samples/s]
2024-04-29 23:00:05 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 2.410, Acc: 0.613, Base Lr: 7.21e-03
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2024-04-29 23:01:31 transreid.train INFO: Epoch 18 done. Time per epoch: 91.105[s] Speed: 128.6[samples/s]
2024-04-29 23:01:36 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 2.118, Acc: 0.620, Base Lr: 7.60e-03
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2024-04-29 23:03:04 transreid.train INFO: Epoch 19 done. Time per epoch: 93.074[s] Speed: 126.5[samples/s]
2024-04-29 23:03:09 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 1.693, Acc: 0.709, Base Lr: 7.47e-03
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2024-04-29 23:04:36 transreid.train INFO: Epoch 20 done. Time per epoch: 92.603[s] Speed: 126.5[samples/s]
2024-04-29 23:05:11 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 23:05:11 transreid.train INFO: mAP: 47.4%
2024-04-29 23:05:11 transreid.train INFO: CMC curve, Rank-1  :70.5%
2024-04-29 23:05:11 transreid.train INFO: CMC curve, Rank-5  :87.9%
2024-04-29 23:05:11 transreid.train INFO: CMC curve, Rank-10 :92.9%
2024-04-29 23:05:16 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 1.575, Acc: 0.766, Base Lr: 7.41e-03
2024-04-29 23:05:21 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 1.540, Acc: 0.776, Base Lr: 7.41e-03
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2024-04-29 23:06:44 transreid.train INFO: Epoch 21 done. Time per epoch: 93.201[s] Speed: 126.4[samples/s]
2024-04-29 23:06:50 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 1.467, Acc: 0.792, Base Lr: 7.36e-03
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2024-04-29 23:08:16 transreid.train INFO: Epoch 22 done. Time per epoch: 92.341[s] Speed: 126.8[samples/s]
2024-04-29 23:08:22 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 1.334, Acc: 0.800, Base Lr: 7.30e-03
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2024-04-29 23:09:47 transreid.train INFO: Epoch 23 done. Time per epoch: 91.104[s] Speed: 128.6[samples/s]
2024-04-29 23:09:53 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 1.072, Acc: 0.863, Base Lr: 7.24e-03
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2024-04-29 23:11:20 transreid.train INFO: Epoch 24 done. Time per epoch: 93.101[s] Speed: 126.5[samples/s]
2024-04-29 23:11:26 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.942, Acc: 0.883, Base Lr: 7.18e-03
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2024-04-29 23:12:54 transreid.train INFO: Epoch 25 done. Time per epoch: 93.159[s] Speed: 125.7[samples/s]
2024-04-29 23:12:58 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.930, Acc: 0.867, Base Lr: 7.11e-03
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2024-04-29 23:14:36 transreid.train INFO: Epoch 26 done. Time per epoch: 102.436[s] Speed: 114.3[samples/s]
2024-04-29 23:14:42 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.844, Acc: 0.903, Base Lr: 7.04e-03
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2024-04-29 23:15:43 transreid.train INFO: Epoch 27 done. Time per epoch: 67.248[s] Speed: 174.2[samples/s]
2024-04-29 23:15:47 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.738, Acc: 0.920, Base Lr: 6.97e-03
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2024-04-29 23:16:34 transreid.train INFO: Epoch 28 done. Time per epoch: 50.425[s] Speed: 232.3[samples/s]
2024-04-29 23:16:37 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.701, Acc: 0.917, Base Lr: 6.90e-03
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2024-04-29 23:17:26 transreid.train INFO: Epoch 29 done. Time per epoch: 51.972[s] Speed: 225.4[samples/s]
2024-04-29 23:17:31 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.751, Acc: 0.938, Base Lr: 6.83e-03
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2024-04-29 23:18:59 transreid.train INFO: Epoch 30 done. Time per epoch: 93.123[s] Speed: 126.5[samples/s]
2024-04-29 23:19:05 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.664, Acc: 0.944, Base Lr: 6.76e-03
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2024-04-29 23:20:30 transreid.train INFO: Epoch 31 done. Time per epoch: 91.320[s] Speed: 127.6[samples/s]
2024-04-29 23:20:36 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.607, Acc: 0.941, Base Lr: 6.68e-03
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2024-04-29 23:21:59 transreid.train INFO: Epoch 32 done. Time per epoch: 89.066[s] Speed: 131.5[samples/s]
2024-04-29 23:22:05 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.683, Acc: 0.919, Base Lr: 6.60e-03
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2024-04-29 23:23:31 transreid.train INFO: Epoch 33 done. Time per epoch: 92.072[s] Speed: 127.9[samples/s]
2024-04-29 23:23:37 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.516, Acc: 0.948, Base Lr: 6.52e-03
2024-04-29 23:23:42 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.537, Acc: 0.945, Base Lr: 6.52e-03
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2024-04-29 23:24:57 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.459, Acc: 0.962, Base Lr: 6.52e-03
2024-04-29 23:25:02 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.456, Acc: 0.962, Base Lr: 6.52e-03
2024-04-29 23:25:04 transreid.train INFO: Epoch 34 done. Time per epoch: 92.685[s] Speed: 127.1[samples/s]
2024-04-29 23:25:10 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.525, Acc: 0.958, Base Lr: 6.44e-03
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2024-04-29 23:26:35 transreid.train INFO: Epoch 35 done. Time per epoch: 91.498[s] Speed: 128.7[samples/s]
2024-04-29 23:26:41 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.413, Acc: 0.967, Base Lr: 6.35e-03
2024-04-29 23:26:46 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.429, Acc: 0.968, Base Lr: 6.35e-03
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2024-04-29 23:27:07 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.425, Acc: 0.969, Base Lr: 6.35e-03
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2024-04-29 23:28:02 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.429, Acc: 0.968, Base Lr: 6.35e-03
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2024-04-29 23:28:10 transreid.train INFO: Epoch 36 done. Time per epoch: 94.031[s] Speed: 125.2[samples/s]
2024-04-29 23:28:15 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.421, Acc: 0.961, Base Lr: 6.27e-03
2024-04-29 23:28:20 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.427, Acc: 0.952, Base Lr: 6.27e-03
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2024-04-29 23:28:51 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.414, Acc: 0.964, Base Lr: 6.27e-03
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2024-04-29 23:29:35 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.389, Acc: 0.968, Base Lr: 6.27e-03
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2024-04-29 23:29:43 transreid.train INFO: Epoch 37 done. Time per epoch: 93.006[s] Speed: 126.6[samples/s]
2024-04-29 23:29:48 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.498, Acc: 0.959, Base Lr: 6.18e-03
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2024-04-29 23:30:19 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.434, Acc: 0.968, Base Lr: 6.18e-03
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2024-04-29 23:31:00 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.409, Acc: 0.971, Base Lr: 6.18e-03
2024-04-29 23:31:05 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.406, Acc: 0.971, Base Lr: 6.18e-03
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2024-04-29 23:31:17 transreid.train INFO: Epoch 38 done. Time per epoch: 94.737[s] Speed: 123.6[samples/s]
2024-04-29 23:31:23 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.541, Acc: 0.964, Base Lr: 6.09e-03
2024-04-29 23:31:28 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.450, Acc: 0.972, Base Lr: 6.09e-03
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2024-04-29 23:32:15 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.378, Acc: 0.974, Base Lr: 6.09e-03
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2024-04-29 23:32:35 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.372, Acc: 0.974, Base Lr: 6.09e-03
2024-04-29 23:32:40 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.372, Acc: 0.973, Base Lr: 6.09e-03
2024-04-29 23:32:45 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.369, Acc: 0.973, Base Lr: 6.09e-03
2024-04-29 23:32:51 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.363, Acc: 0.974, Base Lr: 6.09e-03
2024-04-29 23:32:52 transreid.train INFO: Epoch 39 done. Time per epoch: 94.871[s] Speed: 123.5[samples/s]
2024-04-29 23:32:58 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.443, Acc: 0.969, Base Lr: 6.00e-03
2024-04-29 23:33:03 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.396, Acc: 0.975, Base Lr: 6.00e-03
2024-04-29 23:33:08 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.413, Acc: 0.974, Base Lr: 6.00e-03
2024-04-29 23:33:13 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.425, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:18 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.416, Acc: 0.974, Base Lr: 6.00e-03
2024-04-29 23:33:23 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.423, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:26 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.418, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:31 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.413, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:36 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.408, Acc: 0.974, Base Lr: 6.00e-03
2024-04-29 23:33:41 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.402, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:46 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.400, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:51 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.399, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:33:57 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.396, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:34:02 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.389, Acc: 0.973, Base Lr: 6.00e-03
2024-04-29 23:34:07 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.388, Acc: 0.974, Base Lr: 6.00e-03
2024-04-29 23:34:12 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.382, Acc: 0.975, Base Lr: 6.00e-03
2024-04-29 23:34:17 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.378, Acc: 0.975, Base Lr: 6.00e-03
2024-04-29 23:34:22 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.374, Acc: 0.975, Base Lr: 6.00e-03
2024-04-29 23:34:24 transreid.train INFO: Epoch 40 done. Time per epoch: 91.362[s] Speed: 128.2[samples/s]
2024-04-29 23:34:57 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 23:34:57 transreid.train INFO: mAP: 58.2%
2024-04-29 23:34:57 transreid.train INFO: CMC curve, Rank-1  :79.1%
2024-04-29 23:34:57 transreid.train INFO: CMC curve, Rank-5  :91.9%
2024-04-29 23:34:57 transreid.train INFO: CMC curve, Rank-10 :94.8%
2024-04-29 23:35:02 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.413, Acc: 0.963, Base Lr: 5.91e-03
2024-04-29 23:35:07 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.400, Acc: 0.965, Base Lr: 5.91e-03
2024-04-29 23:35:12 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.393, Acc: 0.966, Base Lr: 5.91e-03
2024-04-29 23:35:17 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.374, Acc: 0.971, Base Lr: 5.91e-03
2024-04-29 23:35:22 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.378, Acc: 0.972, Base Lr: 5.91e-03
2024-04-29 23:35:28 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.369, Acc: 0.974, Base Lr: 5.91e-03
2024-04-29 23:35:33 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.363, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:35:38 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.360, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:35:43 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.357, Acc: 0.974, Base Lr: 5.91e-03
2024-04-29 23:35:48 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.355, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:35:53 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.357, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:35:58 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.351, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:36:03 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.348, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 23:36:08 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.343, Acc: 0.976, Base Lr: 5.91e-03
2024-04-29 23:36:13 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.341, Acc: 0.976, Base Lr: 5.91e-03
2024-04-29 23:36:18 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.339, Acc: 0.976, Base Lr: 5.91e-03
2024-04-29 23:36:23 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.338, Acc: 0.976, Base Lr: 5.91e-03
2024-04-29 23:36:28 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.335, Acc: 0.977, Base Lr: 5.91e-03
2024-04-29 23:36:30 transreid.train INFO: Epoch 41 done. Time per epoch: 93.615[s] Speed: 125.8[samples/s]
2024-04-29 23:36:36 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.290, Acc: 0.983, Base Lr: 5.82e-03
2024-04-29 23:36:41 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.346, Acc: 0.977, Base Lr: 5.82e-03
2024-04-29 23:36:46 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.337, Acc: 0.979, Base Lr: 5.82e-03
2024-04-29 23:36:51 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.341, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:36:57 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.339, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 23:37:02 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.341, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 23:37:07 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.347, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:12 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.339, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:17 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.333, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:22 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.326, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 23:37:25 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.333, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:30 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.331, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:35 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.329, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:40 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.329, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:45 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.328, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:50 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.325, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:37:55 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.323, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 23:38:00 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.319, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 23:38:02 transreid.train INFO: Epoch 42 done. Time per epoch: 91.923[s] Speed: 128.1[samples/s]
2024-04-29 23:38:08 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.452, Acc: 0.958, Base Lr: 5.73e-03
2024-04-29 23:38:13 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.423, Acc: 0.966, Base Lr: 5.73e-03
2024-04-29 23:38:18 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.405, Acc: 0.972, Base Lr: 5.73e-03
2024-04-29 23:38:23 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.384, Acc: 0.974, Base Lr: 5.73e-03
2024-04-29 23:38:28 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.375, Acc: 0.974, Base Lr: 5.73e-03
2024-04-29 23:38:33 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.373, Acc: 0.973, Base Lr: 5.73e-03
2024-04-29 23:38:38 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.367, Acc: 0.973, Base Lr: 5.73e-03
2024-04-29 23:38:43 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.364, Acc: 0.974, Base Lr: 5.73e-03
2024-04-29 23:38:48 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.352, Acc: 0.975, Base Lr: 5.73e-03
2024-04-29 23:38:53 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.350, Acc: 0.975, Base Lr: 5.73e-03
2024-04-29 23:38:58 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.347, Acc: 0.974, Base Lr: 5.73e-03
2024-04-29 23:39:03 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.340, Acc: 0.975, Base Lr: 5.73e-03
2024-04-29 23:39:08 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.333, Acc: 0.976, Base Lr: 5.73e-03
2024-04-29 23:39:13 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.330, Acc: 0.977, Base Lr: 5.73e-03
2024-04-29 23:39:18 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.328, Acc: 0.977, Base Lr: 5.73e-03
2024-04-29 23:39:23 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.324, Acc: 0.977, Base Lr: 5.73e-03
2024-04-29 23:39:28 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.322, Acc: 0.978, Base Lr: 5.73e-03
2024-04-29 23:39:33 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.319, Acc: 0.978, Base Lr: 5.73e-03
2024-04-29 23:39:35 transreid.train INFO: Epoch 43 done. Time per epoch: 93.254[s] Speed: 126.3[samples/s]
2024-04-29 23:39:41 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.381, Acc: 0.970, Base Lr: 5.63e-03
2024-04-29 23:39:46 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.396, Acc: 0.966, Base Lr: 5.63e-03
2024-04-29 23:39:51 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.395, Acc: 0.971, Base Lr: 5.63e-03
2024-04-29 23:39:56 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.369, Acc: 0.974, Base Lr: 5.63e-03
2024-04-29 23:40:02 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.361, Acc: 0.976, Base Lr: 5.63e-03
2024-04-29 23:40:07 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.357, Acc: 0.976, Base Lr: 5.63e-03
2024-04-29 23:40:12 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.351, Acc: 0.976, Base Lr: 5.63e-03
2024-04-29 23:40:17 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.346, Acc: 0.977, Base Lr: 5.63e-03
2024-04-29 23:40:22 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.347, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:40:27 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.340, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:40:32 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.341, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:40:37 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.340, Acc: 0.977, Base Lr: 5.63e-03
2024-04-29 23:40:42 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.336, Acc: 0.977, Base Lr: 5.63e-03
2024-04-29 23:40:47 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.334, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:40:52 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.332, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:40:57 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.334, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:41:02 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.328, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:41:07 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.325, Acc: 0.978, Base Lr: 5.63e-03
2024-04-29 23:41:09 transreid.train INFO: Epoch 44 done. Time per epoch: 93.842[s] Speed: 125.5[samples/s]
2024-04-29 23:41:15 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.354, Acc: 0.972, Base Lr: 5.54e-03
2024-04-29 23:41:20 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.327, Acc: 0.975, Base Lr: 5.54e-03
2024-04-29 23:41:24 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.327, Acc: 0.976, Base Lr: 5.54e-03
2024-04-29 23:41:28 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.323, Acc: 0.978, Base Lr: 5.54e-03
2024-04-29 23:41:33 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.331, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:41:38 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.325, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:41:43 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.325, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:41:48 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.331, Acc: 0.978, Base Lr: 5.54e-03
2024-04-29 23:41:54 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.327, Acc: 0.978, Base Lr: 5.54e-03
2024-04-29 23:41:59 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.323, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:04 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.322, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:09 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.319, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:14 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.318, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:19 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.313, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:25 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.312, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:30 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.313, Acc: 0.978, Base Lr: 5.54e-03
2024-04-29 23:42:35 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.310, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:40 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.304, Acc: 0.979, Base Lr: 5.54e-03
2024-04-29 23:42:41 transreid.train INFO: Epoch 45 done. Time per epoch: 92.195[s] Speed: 127.0[samples/s]
2024-04-29 23:42:47 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.237, Acc: 0.981, Base Lr: 5.44e-03
2024-04-29 23:42:52 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.277, Acc: 0.977, Base Lr: 5.44e-03
2024-04-29 23:42:57 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.288, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:03 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.285, Acc: 0.981, Base Lr: 5.44e-03
2024-04-29 23:43:08 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.297, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:13 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.301, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:43:18 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.320, Acc: 0.978, Base Lr: 5.44e-03
2024-04-29 23:43:23 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.312, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:28 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.311, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:33 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.309, Acc: 0.978, Base Lr: 5.44e-03
2024-04-29 23:43:39 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.314, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:44 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.316, Acc: 0.979, Base Lr: 5.44e-03
2024-04-29 23:43:49 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.311, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:43:54 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.308, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:43:59 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.303, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:44:04 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.302, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:44:09 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.300, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:44:15 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.298, Acc: 0.980, Base Lr: 5.44e-03
2024-04-29 23:44:16 transreid.train INFO: Epoch 46 done. Time per epoch: 94.589[s] Speed: 123.8[samples/s]
2024-04-29 23:44:22 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.345, Acc: 0.967, Base Lr: 5.34e-03
2024-04-29 23:44:27 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.337, Acc: 0.970, Base Lr: 5.34e-03
2024-04-29 23:44:32 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.313, Acc: 0.972, Base Lr: 5.34e-03
2024-04-29 23:44:37 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.304, Acc: 0.974, Base Lr: 5.34e-03
2024-04-29 23:44:42 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.302, Acc: 0.975, Base Lr: 5.34e-03
2024-04-29 23:44:47 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.294, Acc: 0.977, Base Lr: 5.34e-03
2024-04-29 23:44:52 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.295, Acc: 0.977, Base Lr: 5.34e-03
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2024-04-29 23:45:49 transreid.train INFO: Epoch 47 done. Time per epoch: 92.910[s] Speed: 126.7[samples/s]
2024-04-29 23:45:55 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.291, Acc: 0.981, Base Lr: 5.24e-03
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2024-04-29 23:47:24 transreid.train INFO: Epoch 48 done. Time per epoch: 94.999[s] Speed: 124.0[samples/s]
2024-04-29 23:47:30 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.334, Acc: 0.970, Base Lr: 5.14e-03
2024-04-29 23:47:35 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.316, Acc: 0.973, Base Lr: 5.14e-03
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2024-04-29 23:48:58 transreid.train INFO: Epoch 49 done. Time per epoch: 94.066[s] Speed: 124.5[samples/s]
2024-04-29 23:49:04 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.276, Acc: 0.977, Base Lr: 5.04e-03
2024-04-29 23:49:09 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.262, Acc: 0.979, Base Lr: 5.04e-03
2024-04-29 23:49:14 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.239, Acc: 0.982, Base Lr: 5.04e-03
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2024-04-29 23:49:24 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.258, Acc: 0.981, Base Lr: 5.04e-03
2024-04-29 23:49:29 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.263, Acc: 0.979, Base Lr: 5.04e-03
2024-04-29 23:49:33 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.256, Acc: 0.980, Base Lr: 5.04e-03
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2024-04-29 23:50:31 transreid.train INFO: Epoch 50 done. Time per epoch: 93.281[s] Speed: 126.2[samples/s]
2024-04-29 23:50:37 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.298, Acc: 0.980, Base Lr: 4.94e-03
2024-04-29 23:50:42 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.265, Acc: 0.982, Base Lr: 4.94e-03
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2024-04-29 23:50:57 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.282, Acc: 0.981, Base Lr: 4.94e-03
2024-04-29 23:51:03 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.273, Acc: 0.983, Base Lr: 4.94e-03
2024-04-29 23:51:08 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.282, Acc: 0.983, Base Lr: 4.94e-03
2024-04-29 23:51:13 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.281, Acc: 0.983, Base Lr: 4.94e-03
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2024-04-29 23:51:23 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.276, Acc: 0.982, Base Lr: 4.94e-03
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2024-04-29 23:51:49 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.267, Acc: 0.982, Base Lr: 4.94e-03
2024-04-29 23:51:54 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.263, Acc: 0.982, Base Lr: 4.94e-03
2024-04-29 23:51:59 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.262, Acc: 0.982, Base Lr: 4.94e-03
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2024-04-29 23:52:06 transreid.train INFO: Epoch 51 done. Time per epoch: 94.531[s] Speed: 124.6[samples/s]
2024-04-29 23:52:12 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.225, Acc: 0.988, Base Lr: 4.84e-03
2024-04-29 23:52:17 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.241, Acc: 0.981, Base Lr: 4.84e-03
2024-04-29 23:52:22 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.249, Acc: 0.983, Base Lr: 4.84e-03
2024-04-29 23:52:27 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.252, Acc: 0.982, Base Lr: 4.84e-03
2024-04-29 23:52:32 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.266, Acc: 0.982, Base Lr: 4.84e-03
2024-04-29 23:52:37 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.273, Acc: 0.981, Base Lr: 4.84e-03
2024-04-29 23:52:42 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.265, Acc: 0.981, Base Lr: 4.84e-03
2024-04-29 23:52:47 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.263, Acc: 0.981, Base Lr: 4.84e-03
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2024-04-29 23:52:57 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.261, Acc: 0.980, Base Lr: 4.84e-03
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2024-04-29 23:53:22 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.253, Acc: 0.982, Base Lr: 4.84e-03
2024-04-29 23:53:28 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.250, Acc: 0.982, Base Lr: 4.84e-03
2024-04-29 23:53:31 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.249, Acc: 0.983, Base Lr: 4.84e-03
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2024-04-29 23:53:38 transreid.train INFO: Epoch 52 done. Time per epoch: 91.856[s] Speed: 128.2[samples/s]
2024-04-29 23:53:43 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.272, Acc: 0.980, Base Lr: 4.74e-03
2024-04-29 23:53:48 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.260, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 23:53:53 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.268, Acc: 0.984, Base Lr: 4.74e-03
2024-04-29 23:53:59 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.271, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 23:54:04 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.269, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 23:54:09 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.262, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 23:54:14 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.266, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 23:54:19 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.265, Acc: 0.981, Base Lr: 4.74e-03
2024-04-29 23:54:24 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.261, Acc: 0.981, Base Lr: 4.74e-03
2024-04-29 23:54:29 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.258, Acc: 0.982, Base Lr: 4.74e-03
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2024-04-29 23:54:54 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.251, Acc: 0.984, Base Lr: 4.74e-03
2024-04-29 23:54:59 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.250, Acc: 0.984, Base Lr: 4.74e-03
2024-04-29 23:55:04 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.247, Acc: 0.984, Base Lr: 4.74e-03
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2024-04-29 23:55:11 transreid.train INFO: Epoch 53 done. Time per epoch: 93.708[s] Speed: 125.7[samples/s]
2024-04-29 23:55:17 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.340, Acc: 0.983, Base Lr: 4.63e-03
2024-04-29 23:55:22 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.290, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 23:55:27 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.284, Acc: 0.983, Base Lr: 4.63e-03
2024-04-29 23:55:32 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.286, Acc: 0.980, Base Lr: 4.63e-03
2024-04-29 23:55:37 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.273, Acc: 0.981, Base Lr: 4.63e-03
2024-04-29 23:55:43 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.268, Acc: 0.981, Base Lr: 4.63e-03
2024-04-29 23:55:48 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.257, Acc: 0.983, Base Lr: 4.63e-03
2024-04-29 23:55:53 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.253, Acc: 0.983, Base Lr: 4.63e-03
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2024-04-29 23:56:03 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.252, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 23:56:08 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.246, Acc: 0.984, Base Lr: 4.63e-03
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2024-04-29 23:56:18 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.243, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 23:56:23 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.239, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 23:56:28 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.241, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 23:56:33 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.236, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 23:56:38 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.233, Acc: 0.985, Base Lr: 4.63e-03
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2024-04-29 23:56:45 transreid.train INFO: Epoch 54 done. Time per epoch: 93.872[s] Speed: 125.4[samples/s]
2024-04-29 23:56:51 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.245, Acc: 0.988, Base Lr: 4.53e-03
2024-04-29 23:56:56 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.257, Acc: 0.984, Base Lr: 4.53e-03
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2024-04-29 23:57:11 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.251, Acc: 0.983, Base Lr: 4.53e-03
2024-04-29 23:57:16 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.254, Acc: 0.983, Base Lr: 4.53e-03
2024-04-29 23:57:21 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.244, Acc: 0.984, Base Lr: 4.53e-03
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2024-04-29 23:58:17 transreid.train INFO: Epoch 55 done. Time per epoch: 91.761[s] Speed: 127.6[samples/s]
2024-04-29 23:58:23 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.275, Acc: 0.977, Base Lr: 4.43e-03
2024-04-29 23:58:28 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.273, Acc: 0.974, Base Lr: 4.43e-03
2024-04-29 23:58:33 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.258, Acc: 0.978, Base Lr: 4.43e-03
2024-04-29 23:58:38 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.252, Acc: 0.982, Base Lr: 4.43e-03
2024-04-29 23:58:43 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.245, Acc: 0.983, Base Lr: 4.43e-03
2024-04-29 23:58:48 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.246, Acc: 0.984, Base Lr: 4.43e-03
2024-04-29 23:58:53 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.260, Acc: 0.982, Base Lr: 4.43e-03
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2024-04-29 23:59:03 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.250, Acc: 0.983, Base Lr: 4.43e-03
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2024-04-29 23:59:24 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.240, Acc: 0.984, Base Lr: 4.43e-03
2024-04-29 23:59:29 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.240, Acc: 0.983, Base Lr: 4.43e-03
2024-04-29 23:59:34 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.237, Acc: 0.984, Base Lr: 4.43e-03
2024-04-29 23:59:39 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.236, Acc: 0.984, Base Lr: 4.43e-03
2024-04-29 23:59:44 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.233, Acc: 0.984, Base Lr: 4.43e-03
2024-04-29 23:59:49 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.231, Acc: 0.985, Base Lr: 4.43e-03
2024-04-29 23:59:50 transreid.train INFO: Epoch 56 done. Time per epoch: 93.148[s] Speed: 125.7[samples/s]
2024-04-29 23:59:56 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.265, Acc: 0.984, Base Lr: 4.32e-03
2024-04-30 00:00:01 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.266, Acc: 0.982, Base Lr: 4.32e-03
2024-04-30 00:00:06 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.263, Acc: 0.982, Base Lr: 4.32e-03
2024-04-30 00:00:11 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.248, Acc: 0.984, Base Lr: 4.32e-03
2024-04-30 00:00:16 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.247, Acc: 0.983, Base Lr: 4.32e-03
2024-04-30 00:00:21 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.250, Acc: 0.984, Base Lr: 4.32e-03
2024-04-30 00:00:26 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.246, Acc: 0.983, Base Lr: 4.32e-03
2024-04-30 00:00:31 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.248, Acc: 0.983, Base Lr: 4.32e-03
2024-04-30 00:00:36 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.246, Acc: 0.983, Base Lr: 4.32e-03
2024-04-30 00:00:41 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.245, Acc: 0.984, Base Lr: 4.32e-03
2024-04-30 00:00:46 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.240, Acc: 0.985, Base Lr: 4.32e-03
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2024-04-30 00:00:56 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.237, Acc: 0.986, Base Lr: 4.32e-03
2024-04-30 00:01:01 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.233, Acc: 0.986, Base Lr: 4.32e-03
2024-04-30 00:01:06 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.229, Acc: 0.987, Base Lr: 4.32e-03
2024-04-30 00:01:11 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.225, Acc: 0.987, Base Lr: 4.32e-03
2024-04-30 00:01:16 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.221, Acc: 0.987, Base Lr: 4.32e-03
2024-04-30 00:01:21 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.216, Acc: 0.987, Base Lr: 4.32e-03
2024-04-30 00:01:23 transreid.train INFO: Epoch 57 done. Time per epoch: 92.997[s] Speed: 126.6[samples/s]
2024-04-30 00:01:29 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.221, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 00:01:33 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.212, Acc: 0.988, Base Lr: 4.22e-03
2024-04-30 00:01:37 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.232, Acc: 0.983, Base Lr: 4.22e-03
2024-04-30 00:01:42 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.235, Acc: 0.982, Base Lr: 4.22e-03
2024-04-30 00:01:47 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.230, Acc: 0.982, Base Lr: 4.22e-03
2024-04-30 00:01:52 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.222, Acc: 0.984, Base Lr: 4.22e-03
2024-04-30 00:01:57 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.224, Acc: 0.984, Base Lr: 4.22e-03
2024-04-30 00:02:02 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.221, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:07 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.218, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:12 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.215, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:17 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.215, Acc: 0.986, Base Lr: 4.22e-03
2024-04-30 00:02:22 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.216, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:27 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.214, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:32 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.214, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:37 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.215, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:42 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.215, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:47 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.214, Acc: 0.985, Base Lr: 4.22e-03
2024-04-30 00:02:52 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.213, Acc: 0.986, Base Lr: 4.22e-03
2024-04-30 00:02:54 transreid.train INFO: Epoch 58 done. Time per epoch: 90.796[s] Speed: 129.0[samples/s]
2024-04-30 00:03:00 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.248, Acc: 0.992, Base Lr: 4.11e-03
2024-04-30 00:03:05 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.228, Acc: 0.990, Base Lr: 4.11e-03
2024-04-30 00:03:10 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.238, Acc: 0.989, Base Lr: 4.11e-03
2024-04-30 00:03:15 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.231, Acc: 0.987, Base Lr: 4.11e-03
2024-04-30 00:03:20 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.223, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:03:25 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.227, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:03:30 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.225, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:03:35 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.224, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:03:40 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.219, Acc: 0.987, Base Lr: 4.11e-03
2024-04-30 00:03:45 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.217, Acc: 0.987, Base Lr: 4.11e-03
2024-04-30 00:03:50 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.218, Acc: 0.986, Base Lr: 4.11e-03
2024-04-30 00:03:55 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.218, Acc: 0.986, Base Lr: 4.11e-03
2024-04-30 00:04:00 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.213, Acc: 0.987, Base Lr: 4.11e-03
2024-04-30 00:04:05 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.208, Acc: 0.987, Base Lr: 4.11e-03
2024-04-30 00:04:10 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.207, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:04:15 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.204, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:04:20 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.202, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:04:25 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.11e-03
2024-04-30 00:04:27 transreid.train INFO: Epoch 59 done. Time per epoch: 92.814[s] Speed: 126.9[samples/s]
2024-04-30 00:04:32 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.271, Acc: 0.978, Base Lr: 4.01e-03
2024-04-30 00:04:37 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.259, Acc: 0.980, Base Lr: 4.01e-03
2024-04-30 00:04:42 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.239, Acc: 0.982, Base Lr: 4.01e-03
2024-04-30 00:04:48 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.226, Acc: 0.983, Base Lr: 4.01e-03
2024-04-30 00:04:53 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.225, Acc: 0.984, Base Lr: 4.01e-03
2024-04-30 00:04:58 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.213, Acc: 0.986, Base Lr: 4.01e-03
2024-04-30 00:05:03 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.215, Acc: 0.985, Base Lr: 4.01e-03
2024-04-30 00:05:08 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.212, Acc: 0.986, Base Lr: 4.01e-03
2024-04-30 00:05:13 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.213, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:18 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.214, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:23 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.212, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:28 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.209, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:33 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.206, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:36 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.205, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:41 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.207, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:46 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.202, Acc: 0.987, Base Lr: 4.01e-03
2024-04-30 00:05:51 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.01e-03
2024-04-30 00:05:56 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.197, Acc: 0.988, Base Lr: 4.01e-03
2024-04-30 00:05:58 transreid.train INFO: Epoch 60 done. Time per epoch: 91.077[s] Speed: 128.6[samples/s]
2024-04-30 00:06:31 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 00:06:31 transreid.train INFO: mAP: 65.2%
2024-04-30 00:06:31 transreid.train INFO: CMC curve, Rank-1  :84.5%
2024-04-30 00:06:31 transreid.train INFO: CMC curve, Rank-5  :94.2%
2024-04-30 00:06:31 transreid.train INFO: CMC curve, Rank-10 :96.7%
2024-04-30 00:06:37 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.218, Acc: 0.978, Base Lr: 3.90e-03
2024-04-30 00:06:42 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.209, Acc: 0.983, Base Lr: 3.90e-03
2024-04-30 00:06:47 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.234, Acc: 0.982, Base Lr: 3.90e-03
2024-04-30 00:06:52 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.247, Acc: 0.983, Base Lr: 3.90e-03
2024-04-30 00:06:57 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.240, Acc: 0.985, Base Lr: 3.90e-03
2024-04-30 00:07:02 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.235, Acc: 0.985, Base Lr: 3.90e-03
2024-04-30 00:07:07 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.234, Acc: 0.985, Base Lr: 3.90e-03
2024-04-30 00:07:12 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.237, Acc: 0.984, Base Lr: 3.90e-03
2024-04-30 00:07:17 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.229, Acc: 0.984, Base Lr: 3.90e-03
2024-04-30 00:07:23 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.234, Acc: 0.984, Base Lr: 3.90e-03
2024-04-30 00:07:28 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.233, Acc: 0.984, Base Lr: 3.90e-03
2024-04-30 00:07:33 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.226, Acc: 0.984, Base Lr: 3.90e-03
2024-04-30 00:07:38 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.218, Acc: 0.985, Base Lr: 3.90e-03
2024-04-30 00:07:43 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.216, Acc: 0.985, Base Lr: 3.90e-03
2024-04-30 00:07:48 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.214, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 00:07:53 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.213, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 00:07:58 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.211, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 00:08:03 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.206, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 00:08:06 transreid.train INFO: Epoch 61 done. Time per epoch: 94.327[s] Speed: 124.8[samples/s]
2024-04-30 00:08:11 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.196, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 00:08:16 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.214, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:08:21 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.204, Acc: 0.989, Base Lr: 3.80e-03
2024-04-30 00:08:26 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.212, Acc: 0.985, Base Lr: 3.80e-03
2024-04-30 00:08:31 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.216, Acc: 0.986, Base Lr: 3.80e-03
2024-04-30 00:08:36 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.213, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 00:08:41 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.213, Acc: 0.985, Base Lr: 3.80e-03
2024-04-30 00:08:46 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.215, Acc: 0.986, Base Lr: 3.80e-03
2024-04-30 00:08:51 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.208, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 00:08:56 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.204, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 00:09:01 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.200, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:06 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.199, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:11 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.195, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:16 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.193, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:21 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.191, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:26 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.192, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:31 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.190, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:34 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.188, Acc: 0.988, Base Lr: 3.80e-03
2024-04-30 00:09:36 transreid.train INFO: Epoch 62 done. Time per epoch: 90.452[s] Speed: 129.5[samples/s]
2024-04-30 00:09:42 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.258, Acc: 0.986, Base Lr: 3.69e-03
2024-04-30 00:09:47 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.217, Acc: 0.988, Base Lr: 3.69e-03
2024-04-30 00:09:52 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.216, Acc: 0.986, Base Lr: 3.69e-03
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2024-04-30 00:11:09 transreid.train INFO: Epoch 63 done. Time per epoch: 92.904[s] Speed: 126.1[samples/s]
2024-04-30 00:11:15 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.242, Acc: 0.984, Base Lr: 3.59e-03
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2024-04-30 00:12:42 transreid.train INFO: Epoch 64 done. Time per epoch: 93.172[s] Speed: 125.7[samples/s]
2024-04-30 00:12:48 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.200, Acc: 0.988, Base Lr: 3.49e-03
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2024-04-30 00:14:14 transreid.train INFO: Epoch 65 done. Time per epoch: 91.839[s] Speed: 128.2[samples/s]
2024-04-30 00:14:20 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.204, Acc: 0.983, Base Lr: 3.38e-03
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2024-04-30 00:15:48 transreid.train INFO: Epoch 66 done. Time per epoch: 93.710[s] Speed: 125.0[samples/s]
2024-04-30 00:15:53 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.170, Acc: 0.988, Base Lr: 3.28e-03
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2024-04-30 00:16:19 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.187, Acc: 0.989, Base Lr: 3.28e-03
2024-04-30 00:16:24 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.183, Acc: 0.990, Base Lr: 3.28e-03
2024-04-30 00:16:29 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.188, Acc: 0.989, Base Lr: 3.28e-03
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2024-04-30 00:16:39 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.190, Acc: 0.989, Base Lr: 3.28e-03
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2024-04-30 00:17:04 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.176, Acc: 0.989, Base Lr: 3.28e-03
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2024-04-30 00:17:21 transreid.train INFO: Epoch 67 done. Time per epoch: 93.462[s] Speed: 126.0[samples/s]
2024-04-30 00:17:27 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.190, Acc: 0.991, Base Lr: 3.18e-03
2024-04-30 00:17:32 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.181, Acc: 0.991, Base Lr: 3.18e-03
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2024-04-30 00:17:50 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.188, Acc: 0.989, Base Lr: 3.18e-03
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2024-04-30 00:18:00 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.191, Acc: 0.989, Base Lr: 3.18e-03
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2024-04-30 00:18:35 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.173, Acc: 0.990, Base Lr: 3.18e-03
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2024-04-30 00:18:52 transreid.train INFO: Epoch 68 done. Time per epoch: 90.926[s] Speed: 128.8[samples/s]
2024-04-30 00:18:58 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.138, Acc: 0.994, Base Lr: 3.08e-03
2024-04-30 00:19:03 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.155, Acc: 0.992, Base Lr: 3.08e-03
2024-04-30 00:19:08 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.168, Acc: 0.991, Base Lr: 3.08e-03
2024-04-30 00:19:13 transreid.train INFO: Epoch[69] Iter[40/186] Loss: 0.180, Acc: 0.990, Base Lr: 3.08e-03
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2024-04-30 00:19:23 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.186, Acc: 0.988, Base Lr: 3.08e-03
2024-04-30 00:19:28 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.188, Acc: 0.986, Base Lr: 3.08e-03
2024-04-30 00:19:33 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.183, Acc: 0.987, Base Lr: 3.08e-03
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2024-04-30 00:20:09 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.176, Acc: 0.988, Base Lr: 3.08e-03
2024-04-30 00:20:14 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.174, Acc: 0.989, Base Lr: 3.08e-03
2024-04-30 00:20:19 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.173, Acc: 0.989, Base Lr: 3.08e-03
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2024-04-30 00:20:26 transreid.train INFO: Epoch 69 done. Time per epoch: 94.150[s] Speed: 125.1[samples/s]
2024-04-30 00:20:32 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.169, Acc: 0.989, Base Lr: 2.97e-03
2024-04-30 00:20:37 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.164, Acc: 0.988, Base Lr: 2.97e-03
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2024-04-30 00:21:02 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.173, Acc: 0.990, Base Lr: 2.97e-03
2024-04-30 00:21:07 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.172, Acc: 0.990, Base Lr: 2.97e-03
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2024-04-30 00:21:57 transreid.train INFO: Epoch 70 done. Time per epoch: 91.252[s] Speed: 128.3[samples/s]
2024-04-30 00:22:03 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.176, Acc: 0.992, Base Lr: 2.87e-03
2024-04-30 00:22:08 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.167, Acc: 0.991, Base Lr: 2.87e-03
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2024-04-30 00:23:31 transreid.train INFO: Epoch 71 done. Time per epoch: 93.864[s] Speed: 125.5[samples/s]
2024-04-30 00:23:37 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.154, Acc: 0.992, Base Lr: 2.77e-03
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2024-04-30 00:25:06 transreid.train INFO: Epoch 72 done. Time per epoch: 94.435[s] Speed: 124.0[samples/s]
2024-04-30 00:25:11 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.167, Acc: 0.991, Base Lr: 2.68e-03
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2024-04-30 00:26:38 transreid.train INFO: Epoch 73 done. Time per epoch: 92.170[s] Speed: 127.1[samples/s]
2024-04-30 00:26:43 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.173, Acc: 0.991, Base Lr: 2.58e-03
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2024-04-30 00:28:00 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.163, Acc: 0.990, Base Lr: 2.58e-03
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2024-04-30 00:28:12 transreid.train INFO: Epoch 74 done. Time per epoch: 94.094[s] Speed: 124.5[samples/s]
2024-04-30 00:28:18 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.207, Acc: 0.984, Base Lr: 2.48e-03
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2024-04-30 00:29:44 transreid.train INFO: Epoch 75 done. Time per epoch: 92.304[s] Speed: 126.9[samples/s]
2024-04-30 00:29:50 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.158, Acc: 0.992, Base Lr: 2.38e-03
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2024-04-30 00:31:19 transreid.train INFO: Epoch 76 done. Time per epoch: 94.714[s] Speed: 123.7[samples/s]
2024-04-30 00:31:25 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.149, Acc: 0.992, Base Lr: 2.29e-03
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2024-04-30 00:32:53 transreid.train INFO: Epoch 77 done. Time per epoch: 94.085[s] Speed: 124.5[samples/s]
2024-04-30 00:32:59 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.183, Acc: 0.989, Base Lr: 2.20e-03
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2024-04-30 00:34:26 transreid.train INFO: Epoch 78 done. Time per epoch: 92.559[s] Speed: 126.5[samples/s]
2024-04-30 00:34:31 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.155, Acc: 0.992, Base Lr: 2.10e-03
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2024-04-30 00:34:52 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.142, Acc: 0.994, Base Lr: 2.10e-03
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2024-04-30 00:35:02 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.148, Acc: 0.993, Base Lr: 2.10e-03
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2024-04-30 00:35:28 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.147, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:33 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.146, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:38 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.144, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:43 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.143, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:48 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.143, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:53 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.141, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:35:58 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.138, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 00:36:00 transreid.train INFO: Epoch 79 done. Time per epoch: 94.775[s] Speed: 124.3[samples/s]
2024-04-30 00:36:06 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.166, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:36:11 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.170, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:16 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.163, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:36:22 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.163, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:36:27 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.171, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:32 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.175, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:37 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.170, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:42 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.164, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:48 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.160, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:36:53 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.157, Acc: 0.990, Base Lr: 2.01e-03
2024-04-30 00:36:58 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.154, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:03 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.153, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:08 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.151, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:13 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.150, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:18 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.148, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:24 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.144, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:29 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.141, Acc: 0.992, Base Lr: 2.01e-03
2024-04-30 00:37:34 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.141, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 00:37:35 transreid.train INFO: Epoch 80 done. Time per epoch: 95.006[s] Speed: 123.3[samples/s]
2024-04-30 00:38:07 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 00:38:07 transreid.train INFO: mAP: 66.7%
2024-04-30 00:38:07 transreid.train INFO: CMC curve, Rank-1  :85.7%
2024-04-30 00:38:07 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-04-30 00:38:07 transreid.train INFO: CMC curve, Rank-10 :96.8%
2024-04-30 00:38:14 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.108, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 00:38:20 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.107, Acc: 0.998, Base Lr: 1.92e-03
2024-04-30 00:38:26 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.124, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 00:38:32 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.125, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 00:38:37 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.124, Acc: 0.995, Base Lr: 1.92e-03
2024-04-30 00:38:43 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.120, Acc: 0.995, Base Lr: 1.92e-03
2024-04-30 00:38:49 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.120, Acc: 0.994, Base Lr: 1.92e-03
2024-04-30 00:38:55 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.124, Acc: 0.994, Base Lr: 1.92e-03
2024-04-30 00:39:01 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:07 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:13 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:19 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:25 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:31 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:37 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:43 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:49 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:55 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.124, Acc: 0.993, Base Lr: 1.92e-03
2024-04-30 00:39:57 transreid.train INFO: Epoch 81 done. Time per epoch: 108.978[s] Speed: 108.6[samples/s]
2024-04-30 00:40:00 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.149, Acc: 0.997, Base Lr: 1.83e-03
2024-04-30 00:40:03 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.178, Acc: 0.988, Base Lr: 1.83e-03
2024-04-30 00:40:05 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.161, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 00:40:08 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.154, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 00:40:11 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.155, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 00:40:14 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.145, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:17 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.146, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:19 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.146, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:22 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.147, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:25 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.147, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:28 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.144, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:30 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.145, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:33 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.146, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:36 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.143, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 00:40:39 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.143, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:42 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.143, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:44 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.141, Acc: 0.992, Base Lr: 1.83e-03
2024-04-30 00:40:47 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.138, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 00:40:48 transreid.train INFO: Epoch 82 done. Time per epoch: 51.257[s] Speed: 228.5[samples/s]
2024-04-30 00:40:51 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.143, Acc: 0.989, Base Lr: 1.75e-03
2024-04-30 00:40:54 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.147, Acc: 0.990, Base Lr: 1.75e-03
2024-04-30 00:40:57 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.157, Acc: 0.990, Base Lr: 1.75e-03
2024-04-30 00:40:59 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.153, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:02 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.145, Acc: 0.993, Base Lr: 1.75e-03
2024-04-30 00:41:05 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.146, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:08 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.145, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:10 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.146, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:13 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.148, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:16 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.150, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:19 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.148, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:21 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.150, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:24 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.147, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:27 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.147, Acc: 0.990, Base Lr: 1.75e-03
2024-04-30 00:41:30 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.145, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:32 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.144, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:35 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.140, Acc: 0.991, Base Lr: 1.75e-03
2024-04-30 00:41:38 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 00:41:39 transreid.train INFO: Epoch 83 done. Time per epoch: 51.156[s] Speed: 230.2[samples/s]
2024-04-30 00:41:42 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.162, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:41:45 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.151, Acc: 0.993, Base Lr: 1.66e-03
2024-04-30 00:41:48 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.166, Acc: 0.988, Base Lr: 1.66e-03
2024-04-30 00:41:50 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.167, Acc: 0.989, Base Lr: 1.66e-03
2024-04-30 00:41:53 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.160, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 00:41:56 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.160, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 00:41:59 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.155, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 00:42:02 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.155, Acc: 0.990, Base Lr: 1.66e-03
2024-04-30 00:42:04 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.156, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:08 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.151, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:13 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.152, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:18 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.151, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:23 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.147, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:28 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.149, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:33 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.148, Acc: 0.992, Base Lr: 1.66e-03
2024-04-30 00:42:38 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.146, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:43 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.144, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:48 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.142, Acc: 0.991, Base Lr: 1.66e-03
2024-04-30 00:42:50 transreid.train INFO: Epoch 84 done. Time per epoch: 70.677[s] Speed: 165.7[samples/s]
2024-04-30 00:42:55 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.138, Acc: 0.994, Base Lr: 1.58e-03
2024-04-30 00:43:00 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.144, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:43:05 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.152, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:43:10 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.156, Acc: 0.989, Base Lr: 1.58e-03
2024-04-30 00:43:15 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.158, Acc: 0.990, Base Lr: 1.58e-03
2024-04-30 00:43:20 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.157, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:43:25 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.155, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:43:30 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.150, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:43:35 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.151, Acc: 0.990, Base Lr: 1.58e-03
2024-04-30 00:43:40 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.150, Acc: 0.990, Base Lr: 1.58e-03
2024-04-30 00:43:46 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.148, Acc: 0.990, Base Lr: 1.58e-03
2024-04-30 00:43:51 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.145, Acc: 0.990, Base Lr: 1.58e-03
2024-04-30 00:43:56 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.141, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:44:01 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.140, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:44:06 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.138, Acc: 0.991, Base Lr: 1.58e-03
2024-04-30 00:44:11 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.135, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 00:44:16 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.133, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 00:44:21 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.131, Acc: 0.992, Base Lr: 1.58e-03
2024-04-30 00:44:22 transreid.train INFO: Epoch 85 done. Time per epoch: 92.749[s] Speed: 126.3[samples/s]
2024-04-30 00:44:28 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.127, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:44:33 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.161, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 00:44:38 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.156, Acc: 0.991, Base Lr: 1.50e-03
2024-04-30 00:44:43 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.157, Acc: 0.991, Base Lr: 1.50e-03
2024-04-30 00:44:48 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.150, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:44:53 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.149, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:44:58 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.148, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 00:45:03 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.150, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:08 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.146, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:13 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.143, Acc: 0.991, Base Lr: 1.50e-03
2024-04-30 00:45:18 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.141, Acc: 0.991, Base Lr: 1.50e-03
2024-04-30 00:45:23 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.138, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:28 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.136, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:33 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.133, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:38 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.133, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:43 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.131, Acc: 0.992, Base Lr: 1.50e-03
2024-04-30 00:45:48 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.128, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 00:45:53 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.127, Acc: 0.993, Base Lr: 1.50e-03
2024-04-30 00:45:55 transreid.train INFO: Epoch 86 done. Time per epoch: 92.476[s] Speed: 126.6[samples/s]
2024-04-30 00:46:01 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.170, Acc: 0.994, Base Lr: 1.42e-03
2024-04-30 00:46:05 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.183, Acc: 0.991, Base Lr: 1.42e-03
2024-04-30 00:46:08 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.162, Acc: 0.991, Base Lr: 1.42e-03
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2024-04-30 00:47:26 transreid.train INFO: Epoch 87 done. Time per epoch: 91.291[s] Speed: 128.3[samples/s]
2024-04-30 00:47:32 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.183, Acc: 0.986, Base Lr: 1.34e-03
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2024-04-30 00:49:00 transreid.train INFO: Epoch 88 done. Time per epoch: 93.381[s] Speed: 125.4[samples/s]
2024-04-30 00:49:05 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.138, Acc: 0.992, Base Lr: 1.26e-03
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2024-04-30 00:49:15 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.158, Acc: 0.994, Base Lr: 1.26e-03
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2024-04-30 00:49:41 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.141, Acc: 0.993, Base Lr: 1.26e-03
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2024-04-30 00:50:09 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.26e-03
2024-04-30 00:50:14 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.138, Acc: 0.992, Base Lr: 1.26e-03
2024-04-30 00:50:19 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.136, Acc: 0.992, Base Lr: 1.26e-03
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2024-04-30 00:50:32 transreid.train INFO: Epoch 89 done. Time per epoch: 92.008[s] Speed: 128.0[samples/s]
2024-04-30 00:50:37 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.143, Acc: 0.994, Base Lr: 1.19e-03
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2024-04-30 00:51:03 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.149, Acc: 0.991, Base Lr: 1.19e-03
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2024-04-30 00:51:13 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.143, Acc: 0.991, Base Lr: 1.19e-03
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2024-04-30 00:51:43 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.138, Acc: 0.992, Base Lr: 1.19e-03
2024-04-30 00:51:48 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.135, Acc: 0.992, Base Lr: 1.19e-03
2024-04-30 00:51:53 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.133, Acc: 0.992, Base Lr: 1.19e-03
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2024-04-30 00:52:05 transreid.train INFO: Epoch 90 done. Time per epoch: 93.321[s] Speed: 125.5[samples/s]
2024-04-30 00:52:10 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.173, Acc: 0.984, Base Lr: 1.11e-03
2024-04-30 00:52:15 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.154, Acc: 0.988, Base Lr: 1.11e-03
2024-04-30 00:52:21 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.164, Acc: 0.989, Base Lr: 1.11e-03
2024-04-30 00:52:26 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.169, Acc: 0.988, Base Lr: 1.11e-03
2024-04-30 00:52:31 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.162, Acc: 0.989, Base Lr: 1.11e-03
2024-04-30 00:52:36 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.157, Acc: 0.989, Base Lr: 1.11e-03
2024-04-30 00:52:41 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.151, Acc: 0.990, Base Lr: 1.11e-03
2024-04-30 00:52:46 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.147, Acc: 0.991, Base Lr: 1.11e-03
2024-04-30 00:52:51 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.141, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:52:56 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.147, Acc: 0.991, Base Lr: 1.11e-03
2024-04-30 00:53:01 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.143, Acc: 0.991, Base Lr: 1.11e-03
2024-04-30 00:53:06 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.143, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:11 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.139, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:16 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.138, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:22 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:27 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.135, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:32 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.131, Acc: 0.992, Base Lr: 1.11e-03
2024-04-30 00:53:37 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.130, Acc: 0.993, Base Lr: 1.11e-03
2024-04-30 00:53:38 transreid.train INFO: Epoch 91 done. Time per epoch: 93.367[s] Speed: 125.4[samples/s]
2024-04-30 00:53:44 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.177, Acc: 0.992, Base Lr: 1.04e-03
2024-04-30 00:53:49 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.154, Acc: 0.991, Base Lr: 1.04e-03
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2024-04-30 00:53:59 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.138, Acc: 0.991, Base Lr: 1.04e-03
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2024-04-30 00:54:08 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.135, Acc: 0.992, Base Lr: 1.04e-03
2024-04-30 00:54:12 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.136, Acc: 0.992, Base Lr: 1.04e-03
2024-04-30 00:54:17 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.134, Acc: 0.992, Base Lr: 1.04e-03
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2024-04-30 00:54:27 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.134, Acc: 0.992, Base Lr: 1.04e-03
2024-04-30 00:54:32 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.130, Acc: 0.992, Base Lr: 1.04e-03
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2024-04-30 00:54:52 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.04e-03
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2024-04-30 00:55:02 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.121, Acc: 0.993, Base Lr: 1.04e-03
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2024-04-30 00:55:09 transreid.train INFO: Epoch 92 done. Time per epoch: 90.749[s] Speed: 129.1[samples/s]
2024-04-30 00:55:15 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.191, Acc: 0.991, Base Lr: 9.72e-04
2024-04-30 00:55:20 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.138, Acc: 0.994, Base Lr: 9.72e-04
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2024-04-30 00:56:26 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.131, Acc: 0.991, Base Lr: 9.72e-04
2024-04-30 00:56:31 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.130, Acc: 0.992, Base Lr: 9.72e-04
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2024-04-30 00:56:42 transreid.train INFO: Epoch 93 done. Time per epoch: 93.335[s] Speed: 125.5[samples/s]
2024-04-30 00:56:48 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.106, Acc: 0.995, Base Lr: 9.06e-04
2024-04-30 00:56:53 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.134, Acc: 0.991, Base Lr: 9.06e-04
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2024-04-30 00:57:13 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.137, Acc: 0.990, Base Lr: 9.06e-04
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2024-04-30 00:57:23 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.131, Acc: 0.991, Base Lr: 9.06e-04
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2024-04-30 00:58:14 transreid.train INFO: Epoch 94 done. Time per epoch: 91.843[s] Speed: 127.5[samples/s]
2024-04-30 00:58:20 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.143, Acc: 0.997, Base Lr: 8.41e-04
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2024-04-30 00:58:35 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 0.145, Acc: 0.993, Base Lr: 8.41e-04
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2024-04-30 00:59:47 transreid.train INFO: Epoch 95 done. Time per epoch: 93.183[s] Speed: 126.4[samples/s]
2024-04-30 00:59:53 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.160, Acc: 0.986, Base Lr: 7.78e-04
2024-04-30 00:59:58 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.158, Acc: 0.991, Base Lr: 7.78e-04
2024-04-30 01:00:03 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.148, Acc: 0.993, Base Lr: 7.78e-04
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2024-04-30 01:00:29 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.128, Acc: 0.994, Base Lr: 7.78e-04
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2024-04-30 01:00:59 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.125, Acc: 0.993, Base Lr: 7.78e-04
2024-04-30 01:01:04 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.122, Acc: 0.993, Base Lr: 7.78e-04
2024-04-30 01:01:09 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.120, Acc: 0.993, Base Lr: 7.78e-04
2024-04-30 01:01:14 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.119, Acc: 0.993, Base Lr: 7.78e-04
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2024-04-30 01:01:21 transreid.train INFO: Epoch 96 done. Time per epoch: 93.539[s] Speed: 125.2[samples/s]
2024-04-30 01:01:27 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.168, Acc: 0.988, Base Lr: 7.18e-04
2024-04-30 01:01:32 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.152, Acc: 0.988, Base Lr: 7.18e-04
2024-04-30 01:01:37 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.152, Acc: 0.989, Base Lr: 7.18e-04
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2024-04-30 01:01:52 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.143, Acc: 0.990, Base Lr: 7.18e-04
2024-04-30 01:01:57 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.143, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:02 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.142, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:07 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.140, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:10 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.139, Acc: 0.990, Base Lr: 7.18e-04
2024-04-30 01:02:15 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.136, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:20 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.139, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:25 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.137, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:31 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.135, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:36 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.135, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:41 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.133, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:46 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.130, Acc: 0.991, Base Lr: 7.18e-04
2024-04-30 01:02:51 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.128, Acc: 0.992, Base Lr: 7.18e-04
2024-04-30 01:02:53 transreid.train INFO: Epoch 97 done. Time per epoch: 91.807[s] Speed: 128.3[samples/s]
2024-04-30 01:02:58 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.134, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 01:03:03 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.138, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 01:03:09 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.145, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:14 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.147, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:19 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.142, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:24 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.139, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:29 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.141, Acc: 0.990, Base Lr: 6.60e-04
2024-04-30 01:03:34 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.137, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:39 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.134, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:44 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.131, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:50 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.131, Acc: 0.991, Base Lr: 6.60e-04
2024-04-30 01:03:55 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.132, Acc: 0.992, Base Lr: 6.60e-04
2024-04-30 01:04:00 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.130, Acc: 0.992, Base Lr: 6.60e-04
2024-04-30 01:04:05 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.129, Acc: 0.992, Base Lr: 6.60e-04
2024-04-30 01:04:10 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.127, Acc: 0.993, Base Lr: 6.60e-04
2024-04-30 01:04:15 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.60e-04
2024-04-30 01:04:20 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.127, Acc: 0.993, Base Lr: 6.60e-04
2024-04-30 01:04:25 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.60e-04
2024-04-30 01:04:27 transreid.train INFO: Epoch 98 done. Time per epoch: 94.615[s] Speed: 124.5[samples/s]
2024-04-30 01:04:33 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.107, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:04:38 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.04e-04
2024-04-30 01:04:43 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.119, Acc: 0.994, Base Lr: 6.04e-04
2024-04-30 01:04:48 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.125, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:04:53 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.123, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:04:58 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.131, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:05:04 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.131, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:05:09 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.130, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:14 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.130, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:19 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.129, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:05:24 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.129, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:05:29 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.127, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:34 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.126, Acc: 0.992, Base Lr: 6.04e-04
2024-04-30 01:05:39 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:44 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.121, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:50 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.119, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:05:55 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.118, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:06:00 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.116, Acc: 0.993, Base Lr: 6.04e-04
2024-04-30 01:06:02 transreid.train INFO: Epoch 99 done. Time per epoch: 94.590[s] Speed: 124.5[samples/s]
2024-04-30 01:06:08 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.148, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 01:06:11 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.156, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:16 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.144, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:21 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.141, Acc: 0.991, Base Lr: 5.51e-04
2024-04-30 01:06:26 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.140, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:31 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.146, Acc: 0.991, Base Lr: 5.51e-04
2024-04-30 01:06:36 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.139, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:41 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.141, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:46 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.136, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:51 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.136, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:06:56 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.134, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:07:01 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.131, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:07:06 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.128, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:07:11 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.126, Acc: 0.993, Base Lr: 5.51e-04
2024-04-30 01:07:16 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.125, Acc: 0.993, Base Lr: 5.51e-04
2024-04-30 01:07:21 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.124, Acc: 0.993, Base Lr: 5.51e-04
2024-04-30 01:07:26 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.127, Acc: 0.992, Base Lr: 5.51e-04
2024-04-30 01:07:31 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.124, Acc: 0.993, Base Lr: 5.51e-04
2024-04-30 01:07:33 transreid.train INFO: Epoch 100 done. Time per epoch: 91.433[s] Speed: 128.8[samples/s]
2024-04-30 01:08:06 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 01:08:06 transreid.train INFO: mAP: 67.3%
2024-04-30 01:08:06 transreid.train INFO: CMC curve, Rank-1  :85.2%
2024-04-30 01:08:06 transreid.train INFO: CMC curve, Rank-5  :95.0%
2024-04-30 01:08:06 transreid.train INFO: CMC curve, Rank-10 :96.9%
2024-04-30 01:08:12 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.121, Acc: 0.995, Base Lr: 5.00e-04
2024-04-30 01:08:17 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.137, Acc: 0.991, Base Lr: 5.00e-04
2024-04-30 01:08:22 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.148, Acc: 0.987, Base Lr: 5.00e-04
2024-04-30 01:08:27 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.135, Acc: 0.990, Base Lr: 5.00e-04
2024-04-30 01:08:32 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.132, Acc: 0.990, Base Lr: 5.00e-04
2024-04-30 01:08:37 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.00e-04
2024-04-30 01:08:42 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.00e-04
2024-04-30 01:08:47 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.00e-04
2024-04-30 01:08:52 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.132, Acc: 0.991, Base Lr: 5.00e-04
2024-04-30 01:08:58 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.131, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 01:09:03 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.129, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 01:09:08 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.124, Acc: 0.992, Base Lr: 5.00e-04
2024-04-30 01:09:13 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.122, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:18 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.121, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:23 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.121, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:28 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.121, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:33 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.120, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:38 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.117, Acc: 0.993, Base Lr: 5.00e-04
2024-04-30 01:09:40 transreid.train INFO: Epoch 101 done. Time per epoch: 93.276[s] Speed: 125.6[samples/s]
2024-04-30 01:09:45 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.142, Acc: 0.991, Base Lr: 4.51e-04
2024-04-30 01:09:50 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.149, Acc: 0.990, Base Lr: 4.51e-04
2024-04-30 01:09:55 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.153, Acc: 0.990, Base Lr: 4.51e-04
2024-04-30 01:10:00 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.147, Acc: 0.990, Base Lr: 4.51e-04
2024-04-30 01:10:05 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.144, Acc: 0.991, Base Lr: 4.51e-04
2024-04-30 01:10:08 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.142, Acc: 0.990, Base Lr: 4.51e-04
2024-04-30 01:10:13 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.140, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:18 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:23 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.131, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:28 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:34 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.51e-04
2024-04-30 01:10:39 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:44 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.131, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:49 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.128, Acc: 0.992, Base Lr: 4.51e-04
2024-04-30 01:10:54 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.51e-04
2024-04-30 01:10:59 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.51e-04
2024-04-30 01:11:04 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.51e-04
2024-04-30 01:11:09 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.51e-04
2024-04-30 01:11:10 transreid.train INFO: Epoch 102 done. Time per epoch: 90.653[s] Speed: 129.2[samples/s]
2024-04-30 01:11:16 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.144, Acc: 0.989, Base Lr: 4.05e-04
2024-04-30 01:11:21 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.126, Acc: 0.991, Base Lr: 4.05e-04
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2024-04-30 01:12:43 transreid.train INFO: Epoch 103 done. Time per epoch: 92.789[s] Speed: 126.9[samples/s]
2024-04-30 01:12:49 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.127, Acc: 0.995, Base Lr: 3.61e-04
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2024-04-30 01:14:14 transreid.train INFO: Epoch 104 done. Time per epoch: 90.414[s] Speed: 130.2[samples/s]
2024-04-30 01:14:19 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.122, Acc: 0.994, Base Lr: 3.20e-04
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2024-04-30 01:15:46 transreid.train INFO: Epoch 105 done. Time per epoch: 92.463[s] Speed: 126.7[samples/s]
2024-04-30 01:15:52 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.121, Acc: 0.994, Base Lr: 2.81e-04
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2024-04-30 01:17:01 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.125, Acc: 0.993, Base Lr: 2.81e-04
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2024-04-30 01:17:18 transreid.train INFO: Epoch 106 done. Time per epoch: 92.255[s] Speed: 127.6[samples/s]
2024-04-30 01:17:24 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.121, Acc: 0.988, Base Lr: 2.45e-04
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2024-04-30 01:18:32 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.122, Acc: 0.993, Base Lr: 2.45e-04
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2024-04-30 01:18:49 transreid.train INFO: Epoch 107 done. Time per epoch: 90.228[s] Speed: 130.5[samples/s]
2024-04-30 01:18:54 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.107, Acc: 0.997, Base Lr: 2.11e-04
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2024-04-30 01:19:29 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.124, Acc: 0.993, Base Lr: 2.11e-04
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2024-04-30 01:20:20 transreid.train INFO: Epoch 108 done. Time per epoch: 91.162[s] Speed: 129.2[samples/s]
2024-04-30 01:20:25 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.152, Acc: 0.992, Base Lr: 1.80e-04
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2024-04-30 01:21:51 transreid.train INFO: Epoch 109 done. Time per epoch: 91.388[s] Speed: 128.9[samples/s]
2024-04-30 01:21:57 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.52e-04
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2024-04-30 01:23:21 transreid.train INFO: Epoch 110 done. Time per epoch: 89.695[s] Speed: 130.6[samples/s]
2024-04-30 01:23:26 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.144, Acc: 0.991, Base Lr: 1.26e-04
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2024-04-30 01:23:36 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.129, Acc: 0.993, Base Lr: 1.26e-04
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2024-04-30 01:24:53 transreid.train INFO: Epoch 111 done. Time per epoch: 92.352[s] Speed: 127.5[samples/s]
2024-04-30 01:24:59 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.03e-04
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2024-04-30 01:26:24 transreid.train INFO: Epoch 112 done. Time per epoch: 90.448[s] Speed: 130.2[samples/s]
2024-04-30 01:26:29 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.133, Acc: 0.997, Base Lr: 8.28e-05
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2024-04-30 01:27:04 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.128, Acc: 0.995, Base Lr: 8.28e-05
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2024-04-30 01:27:55 transreid.train INFO: Epoch 113 done. Time per epoch: 91.648[s] Speed: 127.8[samples/s]
2024-04-30 01:28:01 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.130, Acc: 0.989, Base Lr: 6.51e-05
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2024-04-30 01:28:11 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.51e-05
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2024-04-30 01:28:35 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.138, Acc: 0.989, Base Lr: 6.51e-05
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2024-04-30 01:29:00 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.131, Acc: 0.990, Base Lr: 6.51e-05
2024-04-30 01:29:05 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.130, Acc: 0.990, Base Lr: 6.51e-05
2024-04-30 01:29:10 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.127, Acc: 0.991, Base Lr: 6.51e-05
2024-04-30 01:29:15 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.124, Acc: 0.991, Base Lr: 6.51e-05
2024-04-30 01:29:20 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.122, Acc: 0.991, Base Lr: 6.51e-05
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2024-04-30 01:29:27 transreid.train INFO: Epoch 114 done. Time per epoch: 91.752[s] Speed: 128.3[samples/s]
2024-04-30 01:29:32 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.133, Acc: 0.991, Base Lr: 5.02e-05
2024-04-30 01:29:37 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.123, Acc: 0.994, Base Lr: 5.02e-05
2024-04-30 01:29:42 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.128, Acc: 0.993, Base Lr: 5.02e-05
2024-04-30 01:29:47 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.124, Acc: 0.994, Base Lr: 5.02e-05
2024-04-30 01:29:52 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.129, Acc: 0.993, Base Lr: 5.02e-05
2024-04-30 01:29:55 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.125, Acc: 0.993, Base Lr: 5.02e-05
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2024-04-30 01:30:05 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.120, Acc: 0.993, Base Lr: 5.02e-05
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2024-04-30 01:30:15 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.122, Acc: 0.992, Base Lr: 5.02e-05
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2024-04-30 01:30:35 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.115, Acc: 0.993, Base Lr: 5.02e-05
2024-04-30 01:30:40 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.113, Acc: 0.993, Base Lr: 5.02e-05
2024-04-30 01:30:45 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.02e-05
2024-04-30 01:30:50 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.02e-05
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2024-04-30 01:30:57 transreid.train INFO: Epoch 115 done. Time per epoch: 89.628[s] Speed: 130.7[samples/s]
2024-04-30 01:31:02 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.128, Acc: 0.994, Base Lr: 3.79e-05
2024-04-30 01:31:07 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.139, Acc: 0.991, Base Lr: 3.79e-05
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2024-04-30 01:31:37 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.123, Acc: 0.991, Base Lr: 3.79e-05
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2024-04-30 01:32:02 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.116, Acc: 0.993, Base Lr: 3.79e-05
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2024-04-30 01:32:12 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.116, Acc: 0.993, Base Lr: 3.79e-05
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2024-04-30 01:32:22 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.113, Acc: 0.993, Base Lr: 3.79e-05
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2024-04-30 01:32:29 transreid.train INFO: Epoch 116 done. Time per epoch: 92.712[s] Speed: 127.0[samples/s]
2024-04-30 01:32:35 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.125, Acc: 0.988, Base Lr: 2.83e-05
2024-04-30 01:32:40 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.163, Acc: 0.987, Base Lr: 2.83e-05
2024-04-30 01:32:45 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.144, Acc: 0.989, Base Lr: 2.83e-05
2024-04-30 01:32:50 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.143, Acc: 0.989, Base Lr: 2.83e-05
2024-04-30 01:32:55 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.136, Acc: 0.991, Base Lr: 2.83e-05
2024-04-30 01:33:00 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.135, Acc: 0.991, Base Lr: 2.83e-05
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2024-04-30 01:33:10 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.129, Acc: 0.991, Base Lr: 2.83e-05
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2024-04-30 01:33:20 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.127, Acc: 0.992, Base Lr: 2.83e-05
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2024-04-30 01:33:45 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.123, Acc: 0.992, Base Lr: 2.83e-05
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2024-04-30 01:33:53 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.120, Acc: 0.992, Base Lr: 2.83e-05
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2024-04-30 01:34:00 transreid.train INFO: Epoch 117 done. Time per epoch: 90.890[s] Speed: 129.6[samples/s]
2024-04-30 01:34:06 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.138, Acc: 0.994, Base Lr: 2.15e-05
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2024-04-30 01:34:40 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.126, Acc: 0.993, Base Lr: 2.15e-05
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2024-04-30 01:35:00 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.128, Acc: 0.993, Base Lr: 2.15e-05
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2024-04-30 01:35:15 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.118, Acc: 0.993, Base Lr: 2.15e-05
2024-04-30 01:35:20 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.116, Acc: 0.993, Base Lr: 2.15e-05
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2024-04-30 01:35:32 transreid.train INFO: Epoch 118 done. Time per epoch: 91.765[s] Speed: 128.3[samples/s]
2024-04-30 01:35:37 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.121, Acc: 0.997, Base Lr: 1.74e-05
2024-04-30 01:35:42 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.140, Acc: 0.994, Base Lr: 1.74e-05
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2024-04-30 01:35:52 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.136, Acc: 0.993, Base Lr: 1.74e-05
2024-04-30 01:35:57 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.134, Acc: 0.993, Base Lr: 1.74e-05
2024-04-30 01:36:02 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.134, Acc: 0.993, Base Lr: 1.74e-05
2024-04-30 01:36:07 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.131, Acc: 0.993, Base Lr: 1.74e-05
2024-04-30 01:36:12 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.74e-05
2024-04-30 01:36:17 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.122, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:22 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.124, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:27 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.122, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:32 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.119, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:37 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.117, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:42 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.114, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:47 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.114, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:52 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.113, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:36:57 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.111, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:37:02 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.110, Acc: 0.994, Base Lr: 1.74e-05
2024-04-30 01:37:04 transreid.train INFO: Epoch 119 done. Time per epoch: 91.804[s] Speed: 128.3[samples/s]
2024-04-30 01:37:09 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.107, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 01:37:14 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.103, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 01:37:19 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.103, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:24 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:29 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.104, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 01:37:34 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:39 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:44 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:49 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.102, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:52 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:37:57 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.107, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:38:02 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 01:38:07 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.108, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:38:12 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.108, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:38:17 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.109, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 01:38:22 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 01:38:27 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 01:38:31 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.111, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 01:38:33 transreid.train INFO: Epoch 120 done. Time per epoch: 89.693[s] Speed: 131.3[samples/s]
2024-04-30 01:39:05 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 01:39:05 transreid.train INFO: mAP: 67.5%
2024-04-30 01:39:05 transreid.train INFO: CMC curve, Rank-1  :85.2%
2024-04-30 01:39:05 transreid.train INFO: CMC curve, Rank-5  :94.9%
2024-04-30 01:39:05 transreid.train INFO: CMC curve, Rank-10 :97.1%
