2024-05-18 15:39:26 transreid INFO: Saving model in the path :log/bs_exp/FastViT_SA12_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-18 15:39:26 transreid INFO: Loaded configuration file configs/market/fastvit_sa12.yml
2024-05-18 15:39:26 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: fastvit_sa12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/FastViT_SA12.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/FastViT_SA12_Market1501/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-18 15:39:27 transreid.check INFO: Dataset statistics:
2024-05-18 15:39:27 transreid.check INFO:   ----------------------------------------
2024-05-18 15:39:27 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-18 15:39:27 transreid.check INFO:   ----------------------------------------
2024-05-18 15:39:27 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-18 15:39:27 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-18 15:39:27 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-18 15:39:27 transreid.check INFO:   ----------------------------------------
2024-05-18 15:39:32 transreid INFO: ===========using cosine learning rate=======
2024-05-18 15:39:32 transreid.train INFO: start training
2024-05-18 15:39:37 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 14.529, Acc: 0.002, Base Lr: 2.38e-05
2024-05-18 15:39:38 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 13.966, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:39 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 13.389, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:40 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 13.170, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:41 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 12.899, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:42 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.730, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:43 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 12.479, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:44 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 12.279, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:45 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 12.181, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:46 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 12.041, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:47 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 11.904, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:48 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 11.765, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:50 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 11.629, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:51 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 11.529, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:52 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 11.444, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:53 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 11.361, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:54 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 11.276, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:55 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 11.228, Acc: 0.001, Base Lr: 2.38e-05
2024-05-18 15:39:55 transreid.train INFO: Epoch 1 done. Time per epoch: 23.339[s] Speed: 501.8[samples/s]
2024-05-18 15:39:57 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 9.631, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:39:58 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.819, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 15:39:59 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 9.777, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:00 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 9.659, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:01 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 9.522, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:02 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 9.336, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:03 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 9.227, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:04 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 9.130, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:05 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 9.067, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:06 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 9.003, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:07 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.952, Acc: 0.002, Base Lr: 4.36e-05
2024-05-18 15:40:08 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.914, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:09 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.856, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:10 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.814, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:11 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.767, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:13 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.727, Acc: 0.003, Base Lr: 4.36e-05
2024-05-18 15:40:14 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.662, Acc: 0.004, Base Lr: 4.36e-05
2024-05-18 15:40:15 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.628, Acc: 0.005, Base Lr: 4.36e-05
2024-05-18 15:40:15 transreid.train INFO: Epoch 2 done. Time per epoch: 19.977[s] Speed: 586.3[samples/s]
2024-05-18 15:40:17 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.972, Acc: 0.009, Base Lr: 6.34e-05
2024-05-18 15:40:18 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.908, Acc: 0.009, Base Lr: 6.34e-05
2024-05-18 15:40:19 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.020, Acc: 0.012, Base Lr: 6.34e-05
2024-05-18 15:40:20 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.951, Acc: 0.013, Base Lr: 6.34e-05
2024-05-18 15:40:21 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.887, Acc: 0.016, Base Lr: 6.34e-05
2024-05-18 15:40:22 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.875, Acc: 0.016, Base Lr: 6.34e-05
2024-05-18 15:40:23 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.824, Acc: 0.017, Base Lr: 6.34e-05
2024-05-18 15:40:24 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.804, Acc: 0.018, Base Lr: 6.34e-05
2024-05-18 15:40:25 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.779, Acc: 0.021, Base Lr: 6.34e-05
2024-05-18 15:40:26 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.745, Acc: 0.024, Base Lr: 6.34e-05
2024-05-18 15:40:27 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.703, Acc: 0.026, Base Lr: 6.34e-05
2024-05-18 15:40:28 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.686, Acc: 0.030, Base Lr: 6.34e-05
2024-05-18 15:40:29 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.683, Acc: 0.033, Base Lr: 6.34e-05
2024-05-18 15:40:30 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.670, Acc: 0.037, Base Lr: 6.34e-05
2024-05-18 15:40:32 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.656, Acc: 0.042, Base Lr: 6.34e-05
2024-05-18 15:40:33 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.652, Acc: 0.048, Base Lr: 6.34e-05
2024-05-18 15:40:34 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.639, Acc: 0.055, Base Lr: 6.34e-05
2024-05-18 15:40:35 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.611, Acc: 0.068, Base Lr: 6.34e-05
2024-05-18 15:40:35 transreid.train INFO: Epoch 3 done. Time per epoch: 20.055[s] Speed: 584.0[samples/s]
2024-05-18 15:40:37 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.520, Acc: 0.053, Base Lr: 8.32e-05
2024-05-18 15:40:38 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.439, Acc: 0.064, Base Lr: 8.32e-05
2024-05-18 15:40:39 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.362, Acc: 0.078, Base Lr: 8.32e-05
2024-05-18 15:40:40 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.342, Acc: 0.082, Base Lr: 8.32e-05
2024-05-18 15:40:41 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.383, Acc: 0.083, Base Lr: 8.32e-05
2024-05-18 15:40:42 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.364, Acc: 0.088, Base Lr: 8.32e-05
2024-05-18 15:40:43 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.381, Acc: 0.094, Base Lr: 8.32e-05
2024-05-18 15:40:44 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.360, Acc: 0.097, Base Lr: 8.32e-05
2024-05-18 15:40:45 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.353, Acc: 0.103, Base Lr: 8.32e-05
2024-05-18 15:40:46 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.345, Acc: 0.110, Base Lr: 8.32e-05
2024-05-18 15:40:47 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.337, Acc: 0.119, Base Lr: 8.32e-05
2024-05-18 15:40:48 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.337, Acc: 0.125, Base Lr: 8.32e-05
2024-05-18 15:40:49 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.315, Acc: 0.134, Base Lr: 8.32e-05
2024-05-18 15:40:51 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.301, Acc: 0.142, Base Lr: 8.32e-05
2024-05-18 15:40:52 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.287, Acc: 0.155, Base Lr: 8.32e-05
2024-05-18 15:40:53 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.268, Acc: 0.168, Base Lr: 8.32e-05
2024-05-18 15:40:54 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.249, Acc: 0.181, Base Lr: 8.32e-05
2024-05-18 15:40:55 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.235, Acc: 0.201, Base Lr: 8.32e-05
2024-05-18 15:40:55 transreid.train INFO: Epoch 4 done. Time per epoch: 20.072[s] Speed: 583.5[samples/s]
2024-05-18 15:40:57 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.233, Acc: 0.108, Base Lr: 1.03e-04
2024-05-18 15:40:58 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.229, Acc: 0.105, Base Lr: 1.03e-04
2024-05-18 15:40:59 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.191, Acc: 0.122, Base Lr: 1.03e-04
2024-05-18 15:41:00 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.182, Acc: 0.127, Base Lr: 1.03e-04
2024-05-18 15:41:01 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.156, Acc: 0.134, Base Lr: 1.03e-04
2024-05-18 15:41:02 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.127, Acc: 0.142, Base Lr: 1.03e-04
2024-05-18 15:41:03 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.119, Acc: 0.153, Base Lr: 1.03e-04
2024-05-18 15:41:04 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.099, Acc: 0.171, Base Lr: 1.03e-04
2024-05-18 15:41:05 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.087, Acc: 0.182, Base Lr: 1.03e-04
2024-05-18 15:41:06 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.068, Acc: 0.195, Base Lr: 1.03e-04
2024-05-18 15:41:07 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.050, Acc: 0.199, Base Lr: 1.03e-04
2024-05-18 15:41:08 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.036, Acc: 0.206, Base Lr: 1.03e-04
2024-05-18 15:41:09 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.033, Acc: 0.215, Base Lr: 1.03e-04
2024-05-18 15:41:11 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.026, Acc: 0.220, Base Lr: 1.03e-04
2024-05-18 15:41:12 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.024, Acc: 0.233, Base Lr: 1.03e-04
2024-05-18 15:41:13 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.012, Acc: 0.243, Base Lr: 1.03e-04
2024-05-18 15:41:14 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.999, Acc: 0.256, Base Lr: 1.03e-04
2024-05-18 15:41:15 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.983, Acc: 0.276, Base Lr: 1.03e-04
2024-05-18 15:41:15 transreid.train INFO: Epoch 5 done. Time per epoch: 20.123[s] Speed: 585.2[samples/s]
2024-05-18 15:41:17 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.803, Acc: 0.114, Base Lr: 1.23e-04
2024-05-18 15:41:18 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.842, Acc: 0.129, Base Lr: 1.23e-04
2024-05-18 15:41:19 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.940, Acc: 0.134, Base Lr: 1.23e-04
2024-05-18 15:41:20 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.918, Acc: 0.140, Base Lr: 1.23e-04
2024-05-18 15:41:21 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.912, Acc: 0.147, Base Lr: 1.23e-04
2024-05-18 15:41:22 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.887, Acc: 0.155, Base Lr: 1.23e-04
2024-05-18 15:41:23 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.885, Acc: 0.159, Base Lr: 1.23e-04
2024-05-18 15:41:24 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.877, Acc: 0.169, Base Lr: 1.23e-04
2024-05-18 15:41:25 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.860, Acc: 0.182, Base Lr: 1.23e-04
2024-05-18 15:41:27 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.859, Acc: 0.184, Base Lr: 1.23e-04
2024-05-18 15:41:28 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.855, Acc: 0.196, Base Lr: 1.23e-04
2024-05-18 15:41:29 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.849, Acc: 0.203, Base Lr: 1.23e-04
2024-05-18 15:41:30 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.857, Acc: 0.207, Base Lr: 1.23e-04
2024-05-18 15:41:31 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.851, Acc: 0.218, Base Lr: 1.23e-04
2024-05-18 15:41:32 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.837, Acc: 0.229, Base Lr: 1.23e-04
2024-05-18 15:41:33 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.821, Acc: 0.242, Base Lr: 1.23e-04
2024-05-18 15:41:34 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.802, Acc: 0.261, Base Lr: 1.23e-04
2024-05-18 15:41:35 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.781, Acc: 0.282, Base Lr: 1.23e-04
2024-05-18 15:41:35 transreid.train INFO: Epoch 6 done. Time per epoch: 20.072[s] Speed: 583.5[samples/s]
2024-05-18 15:41:37 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.841, Acc: 0.128, Base Lr: 1.43e-04
2024-05-18 15:41:38 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.837, Acc: 0.149, Base Lr: 1.43e-04
2024-05-18 15:41:39 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.756, Acc: 0.151, Base Lr: 1.43e-04
2024-05-18 15:41:40 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.734, Acc: 0.154, Base Lr: 1.43e-04
2024-05-18 15:41:41 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.727, Acc: 0.156, Base Lr: 1.43e-04
2024-05-18 15:41:42 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.700, Acc: 0.164, Base Lr: 1.43e-04
2024-05-18 15:41:43 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.684, Acc: 0.179, Base Lr: 1.43e-04
2024-05-18 15:41:45 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.685, Acc: 0.183, Base Lr: 1.43e-04
2024-05-18 15:41:46 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.663, Acc: 0.190, Base Lr: 1.43e-04
2024-05-18 15:41:47 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.650, Acc: 0.196, Base Lr: 1.43e-04
2024-05-18 15:41:48 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.649, Acc: 0.200, Base Lr: 1.43e-04
2024-05-18 15:41:49 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.643, Acc: 0.206, Base Lr: 1.43e-04
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2024-05-18 15:41:56 transreid.train INFO: Epoch 7 done. Time per epoch: 20.173[s] Speed: 580.6[samples/s]
2024-05-18 15:41:57 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.717, Acc: 0.128, Base Lr: 1.62e-04
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2024-05-18 15:42:16 transreid.train INFO: Epoch 8 done. Time per epoch: 20.227[s] Speed: 579.0[samples/s]
2024-05-18 15:42:18 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.433, Acc: 0.167, Base Lr: 1.82e-04
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2024-05-18 15:42:36 transreid.train INFO: Epoch 9 done. Time per epoch: 20.270[s] Speed: 580.9[samples/s]
2024-05-18 15:42:38 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.067, Acc: 0.163, Base Lr: 2.02e-04
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2024-05-18 15:42:56 transreid.train INFO: Epoch 10 done. Time per epoch: 20.115[s] Speed: 582.2[samples/s]
2024-05-18 15:42:58 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.879, Acc: 0.167, Base Lr: 2.22e-04
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2024-05-18 15:43:16 transreid.train INFO: Epoch 11 done. Time per epoch: 20.081[s] Speed: 583.2[samples/s]
2024-05-18 15:43:18 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.651, Acc: 0.141, Base Lr: 2.42e-04
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2024-05-18 15:43:36 transreid.train INFO: Epoch 12 done. Time per epoch: 20.180[s] Speed: 580.4[samples/s]
2024-05-18 15:43:38 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.715, Acc: 0.131, Base Lr: 2.61e-04
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2024-05-18 15:43:57 transreid.train INFO: Epoch 13 done. Time per epoch: 20.175[s] Speed: 580.5[samples/s]
2024-05-18 15:43:58 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.112, Acc: 0.197, Base Lr: 2.81e-04
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2024-05-18 15:44:17 transreid.train INFO: Epoch 14 done. Time per epoch: 20.274[s] Speed: 580.9[samples/s]
2024-05-18 15:44:19 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 4.787, Acc: 0.220, Base Lr: 3.01e-04
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2024-05-18 15:44:37 transreid.train INFO: Epoch 15 done. Time per epoch: 20.114[s] Speed: 582.3[samples/s]
2024-05-18 15:44:39 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 4.755, Acc: 0.244, Base Lr: 3.21e-04
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2024-05-18 15:44:57 transreid.train INFO: Epoch 16 done. Time per epoch: 20.088[s] Speed: 583.0[samples/s]
2024-05-18 15:44:59 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 4.040, Acc: 0.347, Base Lr: 3.41e-04
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2024-05-18 15:45:17 transreid.train INFO: Epoch 17 done. Time per epoch: 20.326[s] Speed: 576.2[samples/s]
2024-05-18 15:45:19 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 4.142, Acc: 0.305, Base Lr: 3.60e-04
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2024-05-18 15:45:37 transreid.train INFO: Epoch 18 done. Time per epoch: 20.098[s] Speed: 582.7[samples/s]
2024-05-18 15:45:39 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 3.879, Acc: 0.358, Base Lr: 3.80e-04
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2024-05-18 15:45:58 transreid.train INFO: Epoch 19 done. Time per epoch: 20.081[s] Speed: 586.4[samples/s]
2024-05-18 15:46:00 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.286, Acc: 0.467, Base Lr: 3.73e-04
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2024-05-18 15:46:18 transreid.train INFO: Epoch 20 done. Time per epoch: 20.201[s] Speed: 579.8[samples/s]
2024-05-18 15:46:39 transreid.train INFO: Validation Results - Epoch: 20
2024-05-18 15:46:39 transreid.train INFO: mAP: 69.4%
2024-05-18 15:46:39 transreid.train INFO: CMC curve, Rank-1  :86.9%
2024-05-18 15:46:39 transreid.train INFO: CMC curve, Rank-5  :94.7%
2024-05-18 15:46:39 transreid.train INFO: CMC curve, Rank-10 :96.9%
2024-05-18 15:46:41 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 3.445, Acc: 0.423, Base Lr: 3.71e-04
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2024-05-18 15:46:59 transreid.train INFO: Epoch 21 done. Time per epoch: 20.463[s] Speed: 575.5[samples/s]
2024-05-18 15:47:01 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 3.138, Acc: 0.444, Base Lr: 3.68e-04
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2024-05-18 15:47:19 transreid.train INFO: Epoch 22 done. Time per epoch: 20.300[s] Speed: 577.0[samples/s]
2024-05-18 15:47:21 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 2.951, Acc: 0.502, Base Lr: 3.65e-04
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2024-05-18 15:47:40 transreid.train INFO: Epoch 23 done. Time per epoch: 20.252[s] Speed: 578.3[samples/s]
2024-05-18 15:47:41 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 2.757, Acc: 0.522, Base Lr: 3.62e-04
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2024-05-18 15:48:00 transreid.train INFO: Epoch 24 done. Time per epoch: 20.330[s] Speed: 579.2[samples/s]
2024-05-18 15:48:02 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 2.764, Acc: 0.520, Base Lr: 3.59e-04
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2024-05-18 15:48:20 transreid.train INFO: Epoch 25 done. Time per epoch: 20.177[s] Speed: 580.5[samples/s]
2024-05-18 15:48:22 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 2.633, Acc: 0.552, Base Lr: 3.56e-04
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2024-05-18 15:48:40 transreid.train INFO: Epoch 26 done. Time per epoch: 20.293[s] Speed: 577.1[samples/s]
2024-05-18 15:48:42 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 2.506, Acc: 0.577, Base Lr: 3.52e-04
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2024-05-18 15:49:01 transreid.train INFO: Epoch 27 done. Time per epoch: 20.230[s] Speed: 578.9[samples/s]
2024-05-18 15:49:02 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 2.113, Acc: 0.634, Base Lr: 3.49e-04
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2024-05-18 15:49:21 transreid.train INFO: Epoch 28 done. Time per epoch: 20.074[s] Speed: 583.4[samples/s]
2024-05-18 15:49:23 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.314, Acc: 0.583, Base Lr: 3.45e-04
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2024-05-18 15:49:41 transreid.train INFO: Epoch 29 done. Time per epoch: 20.246[s] Speed: 578.5[samples/s]
2024-05-18 15:49:43 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 1.861, Acc: 0.686, Base Lr: 3.42e-04
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2024-05-18 15:50:01 transreid.train INFO: Epoch 30 done. Time per epoch: 20.360[s] Speed: 578.4[samples/s]
2024-05-18 15:50:03 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 1.783, Acc: 0.733, Base Lr: 3.38e-04
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2024-05-18 15:50:21 transreid.train INFO: Epoch 31 done. Time per epoch: 20.112[s] Speed: 579.2[samples/s]
2024-05-18 15:50:23 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 1.803, Acc: 0.688, Base Lr: 3.34e-04
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2024-05-18 15:50:42 transreid.train INFO: Epoch 32 done. Time per epoch: 20.239[s] Speed: 578.7[samples/s]
2024-05-18 15:50:43 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 1.688, Acc: 0.713, Base Lr: 3.30e-04
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2024-05-18 15:51:02 transreid.train INFO: Epoch 33 done. Time per epoch: 20.274[s] Speed: 580.8[samples/s]
2024-05-18 15:51:04 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 1.728, Acc: 0.716, Base Lr: 3.26e-04
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2024-05-18 15:51:22 transreid.train INFO: Epoch 34 done. Time per epoch: 20.321[s] Speed: 579.5[samples/s]
2024-05-18 15:51:24 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 1.667, Acc: 0.747, Base Lr: 3.22e-04
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2024-05-18 15:51:42 transreid.train INFO: Epoch 35 done. Time per epoch: 20.224[s] Speed: 582.3[samples/s]
2024-05-18 15:51:44 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 1.660, Acc: 0.727, Base Lr: 3.18e-04
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2024-05-18 15:52:03 transreid.train INFO: Epoch 36 done. Time per epoch: 20.244[s] Speed: 581.7[samples/s]
2024-05-18 15:52:05 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 1.600, Acc: 0.752, Base Lr: 3.13e-04
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2024-05-18 15:52:23 transreid.train INFO: Epoch 37 done. Time per epoch: 20.294[s] Speed: 580.3[samples/s]
2024-05-18 15:52:25 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.411, Acc: 0.792, Base Lr: 3.09e-04
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2024-05-18 15:52:43 transreid.train INFO: Epoch 38 done. Time per epoch: 20.237[s] Speed: 578.8[samples/s]
2024-05-18 15:52:45 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 1.390, Acc: 0.805, Base Lr: 3.05e-04
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2024-05-18 15:52:57 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.922, Acc: 0.889, Base Lr: 3.05e-04
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2024-05-18 15:53:04 transreid.train INFO: Epoch 39 done. Time per epoch: 20.301[s] Speed: 576.9[samples/s]
2024-05-18 15:53:05 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.220, Acc: 0.828, Base Lr: 3.00e-04
2024-05-18 15:53:06 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 1.189, Acc: 0.836, Base Lr: 3.00e-04
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2024-05-18 15:53:24 transreid.train INFO: Epoch 40 done. Time per epoch: 20.370[s] Speed: 575.0[samples/s]
2024-05-18 15:53:43 transreid.train INFO: Validation Results - Epoch: 40
2024-05-18 15:53:43 transreid.train INFO: mAP: 88.2%
2024-05-18 15:53:43 transreid.train INFO: CMC curve, Rank-1  :95.0%
2024-05-18 15:53:43 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-05-18 15:53:43 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-18 15:53:45 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.348, Acc: 0.781, Base Lr: 2.96e-04
2024-05-18 15:53:46 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 1.235, Acc: 0.809, Base Lr: 2.96e-04
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2024-05-18 15:53:53 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.954, Acc: 0.875, Base Lr: 2.96e-04
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2024-05-18 15:54:01 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.740, Acc: 0.916, Base Lr: 2.96e-04
2024-05-18 15:54:02 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.716, Acc: 0.920, Base Lr: 2.96e-04
2024-05-18 15:54:03 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.692, Acc: 0.923, Base Lr: 2.96e-04
2024-05-18 15:54:03 transreid.train INFO: Epoch 41 done. Time per epoch: 20.344[s] Speed: 578.8[samples/s]
2024-05-18 15:54:05 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.223, Acc: 0.784, Base Lr: 2.91e-04
2024-05-18 15:54:06 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 1.112, Acc: 0.825, Base Lr: 2.91e-04
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2024-05-18 15:54:09 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 1.034, Acc: 0.854, Base Lr: 2.91e-04
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2024-05-18 15:54:12 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.957, Acc: 0.871, Base Lr: 2.91e-04
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2024-05-18 15:54:17 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.803, Acc: 0.906, Base Lr: 2.91e-04
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2024-05-18 15:54:21 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.712, Acc: 0.921, Base Lr: 2.91e-04
2024-05-18 15:54:22 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.686, Acc: 0.925, Base Lr: 2.91e-04
2024-05-18 15:54:23 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.661, Acc: 0.928, Base Lr: 2.91e-04
2024-05-18 15:54:24 transreid.train INFO: Epoch 42 done. Time per epoch: 20.305[s] Speed: 580.0[samples/s]
2024-05-18 15:54:26 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.243, Acc: 0.811, Base Lr: 2.86e-04
2024-05-18 15:54:27 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 1.157, Acc: 0.826, Base Lr: 2.86e-04
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2024-05-18 15:54:40 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.693, Acc: 0.920, Base Lr: 2.86e-04
2024-05-18 15:54:41 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.668, Acc: 0.925, Base Lr: 2.86e-04
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2024-05-18 15:54:44 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.625, Acc: 0.931, Base Lr: 2.86e-04
2024-05-18 15:54:44 transreid.train INFO: Epoch 43 done. Time per epoch: 20.294[s] Speed: 580.3[samples/s]
2024-05-18 15:54:46 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.180, Acc: 0.803, Base Lr: 2.82e-04
2024-05-18 15:54:47 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 1.064, Acc: 0.831, Base Lr: 2.82e-04
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2024-05-18 15:54:49 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.997, Acc: 0.850, Base Lr: 2.82e-04
2024-05-18 15:54:50 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.958, Acc: 0.860, Base Lr: 2.82e-04
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2024-05-18 15:55:04 transreid.train INFO: Epoch 44 done. Time per epoch: 20.206[s] Speed: 582.8[samples/s]
2024-05-18 15:55:06 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 1.052, Acc: 0.845, Base Lr: 2.77e-04
2024-05-18 15:55:07 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.997, Acc: 0.853, Base Lr: 2.77e-04
2024-05-18 15:55:08 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.973, Acc: 0.852, Base Lr: 2.77e-04
2024-05-18 15:55:09 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.922, Acc: 0.866, Base Lr: 2.77e-04
2024-05-18 15:55:10 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.903, Acc: 0.873, Base Lr: 2.77e-04
2024-05-18 15:55:11 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.870, Acc: 0.878, Base Lr: 2.77e-04
2024-05-18 15:55:12 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.844, Acc: 0.882, Base Lr: 2.77e-04
2024-05-18 15:55:13 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.811, Acc: 0.892, Base Lr: 2.77e-04
2024-05-18 15:55:15 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.790, Acc: 0.896, Base Lr: 2.77e-04
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2024-05-18 15:55:21 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.637, Acc: 0.924, Base Lr: 2.77e-04
2024-05-18 15:55:22 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.618, Acc: 0.928, Base Lr: 2.77e-04
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2024-05-18 15:55:24 transreid.train INFO: Epoch 45 done. Time per epoch: 20.189[s] Speed: 580.1[samples/s]
2024-05-18 15:55:26 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.815, Acc: 0.881, Base Lr: 2.72e-04
2024-05-18 15:55:27 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.855, Acc: 0.873, Base Lr: 2.72e-04
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2024-05-18 15:55:41 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.618, Acc: 0.928, Base Lr: 2.72e-04
2024-05-18 15:55:42 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.599, Acc: 0.931, Base Lr: 2.72e-04
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2024-05-18 15:55:45 transreid.train INFO: Epoch 46 done. Time per epoch: 20.356[s] Speed: 575.3[samples/s]
2024-05-18 15:55:47 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 1.083, Acc: 0.830, Base Lr: 2.67e-04
2024-05-18 15:55:48 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 1.091, Acc: 0.820, Base Lr: 2.67e-04
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2024-05-18 15:56:05 transreid.train INFO: Epoch 47 done. Time per epoch: 20.265[s] Speed: 581.1[samples/s]
2024-05-18 15:56:07 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.112, Acc: 0.795, Base Lr: 2.62e-04
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2024-05-18 15:56:26 transreid.train INFO: Epoch 48 done. Time per epoch: 20.518[s] Speed: 573.9[samples/s]
2024-05-18 15:56:27 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.006, Acc: 0.833, Base Lr: 2.57e-04
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2024-05-18 15:56:46 transreid.train INFO: Epoch 49 done. Time per epoch: 20.180[s] Speed: 580.4[samples/s]
2024-05-18 15:56:48 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.008, Acc: 0.811, Base Lr: 2.52e-04
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2024-05-18 15:57:06 transreid.train INFO: Epoch 50 done. Time per epoch: 20.297[s] Speed: 580.2[samples/s]
2024-05-18 15:57:08 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.898, Acc: 0.847, Base Lr: 2.47e-04
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2024-05-18 15:57:26 transreid.train INFO: Epoch 51 done. Time per epoch: 20.047[s] Speed: 587.4[samples/s]
2024-05-18 15:57:28 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.919, Acc: 0.852, Base Lr: 2.42e-04
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2024-05-18 15:57:46 transreid.train INFO: Epoch 52 done. Time per epoch: 20.235[s] Speed: 582.0[samples/s]
2024-05-18 15:57:48 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.971, Acc: 0.828, Base Lr: 2.37e-04
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2024-05-18 15:58:06 transreid.train INFO: Epoch 53 done. Time per epoch: 19.597[s] Speed: 600.9[samples/s]
2024-05-18 15:58:08 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.848, Acc: 0.864, Base Lr: 2.32e-04
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2024-05-18 15:58:26 transreid.train INFO: Epoch 54 done. Time per epoch: 19.597[s] Speed: 600.9[samples/s]
2024-05-18 15:58:27 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.741, Acc: 0.875, Base Lr: 2.26e-04
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2024-05-18 15:58:45 transreid.train INFO: Epoch 55 done. Time per epoch: 19.815[s] Speed: 591.1[samples/s]
2024-05-18 15:58:47 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.804, Acc: 0.866, Base Lr: 2.21e-04
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2024-05-18 15:59:05 transreid.train INFO: Epoch 56 done. Time per epoch: 19.999[s] Speed: 585.6[samples/s]
2024-05-18 15:59:07 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.720, Acc: 0.894, Base Lr: 2.16e-04
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2024-05-18 15:59:25 transreid.train INFO: Epoch 57 done. Time per epoch: 19.939[s] Speed: 590.6[samples/s]
2024-05-18 15:59:27 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.850, Acc: 0.855, Base Lr: 2.11e-04
2024-05-18 15:59:28 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.744, Acc: 0.875, Base Lr: 2.11e-04
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2024-05-18 15:59:31 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.616, Acc: 0.910, Base Lr: 2.11e-04
2024-05-18 15:59:32 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.590, Acc: 0.917, Base Lr: 2.11e-04
2024-05-18 15:59:33 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.566, Acc: 0.921, Base Lr: 2.11e-04
2024-05-18 15:59:34 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.551, Acc: 0.925, Base Lr: 2.11e-04
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2024-05-18 15:59:45 transreid.train INFO: Epoch 58 done. Time per epoch: 19.598[s] Speed: 597.6[samples/s]
2024-05-18 15:59:47 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.791, Acc: 0.856, Base Lr: 2.06e-04
2024-05-18 15:59:48 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.698, Acc: 0.890, Base Lr: 2.06e-04
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2024-05-18 15:59:52 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.585, Acc: 0.917, Base Lr: 2.06e-04
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2024-05-18 15:59:55 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.518, Acc: 0.931, Base Lr: 2.06e-04
2024-05-18 15:59:56 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.498, Acc: 0.936, Base Lr: 2.06e-04
2024-05-18 15:59:57 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.477, Acc: 0.940, Base Lr: 2.06e-04
2024-05-18 15:59:58 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.461, Acc: 0.944, Base Lr: 2.06e-04
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2024-05-18 16:00:00 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.426, Acc: 0.951, Base Lr: 2.06e-04
2024-05-18 16:00:01 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.410, Acc: 0.954, Base Lr: 2.06e-04
2024-05-18 16:00:02 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.397, Acc: 0.956, Base Lr: 2.06e-04
2024-05-18 16:00:03 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.383, Acc: 0.958, Base Lr: 2.06e-04
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2024-05-18 16:00:05 transreid.train INFO: Epoch 59 done. Time per epoch: 19.790[s] Speed: 595.1[samples/s]
2024-05-18 16:00:06 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.621, Acc: 0.903, Base Lr: 2.00e-04
2024-05-18 16:00:07 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.624, Acc: 0.909, Base Lr: 2.00e-04
2024-05-18 16:00:09 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.578, Acc: 0.919, Base Lr: 2.00e-04
2024-05-18 16:00:10 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.564, Acc: 0.922, Base Lr: 2.00e-04
2024-05-18 16:00:11 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.533, Acc: 0.930, Base Lr: 2.00e-04
2024-05-18 16:00:12 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.513, Acc: 0.934, Base Lr: 2.00e-04
2024-05-18 16:00:13 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.493, Acc: 0.939, Base Lr: 2.00e-04
2024-05-18 16:00:14 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.492, Acc: 0.938, Base Lr: 2.00e-04
2024-05-18 16:00:15 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.479, Acc: 0.940, Base Lr: 2.00e-04
2024-05-18 16:00:16 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.465, Acc: 0.943, Base Lr: 2.00e-04
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2024-05-18 16:00:22 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.395, Acc: 0.956, Base Lr: 2.00e-04
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2024-05-18 16:00:24 transreid.train INFO: Epoch 60 done. Time per epoch: 19.701[s] Speed: 594.5[samples/s]
2024-05-18 16:00:43 transreid.train INFO: Validation Results - Epoch: 60
2024-05-18 16:00:43 transreid.train INFO: mAP: 89.6%
2024-05-18 16:00:43 transreid.train INFO: CMC curve, Rank-1  :95.4%
2024-05-18 16:00:43 transreid.train INFO: CMC curve, Rank-5  :98.4%
2024-05-18 16:00:43 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-18 16:00:44 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.740, Acc: 0.886, Base Lr: 1.95e-04
2024-05-18 16:00:45 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.685, Acc: 0.891, Base Lr: 1.95e-04
2024-05-18 16:00:47 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.658, Acc: 0.898, Base Lr: 1.95e-04
2024-05-18 16:00:48 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.610, Acc: 0.911, Base Lr: 1.95e-04
2024-05-18 16:00:49 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.575, Acc: 0.917, Base Lr: 1.95e-04
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2024-05-18 16:00:51 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.547, Acc: 0.926, Base Lr: 1.95e-04
2024-05-18 16:00:52 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.521, Acc: 0.931, Base Lr: 1.95e-04
2024-05-18 16:00:53 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.495, Acc: 0.937, Base Lr: 1.95e-04
2024-05-18 16:00:54 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.483, Acc: 0.940, Base Lr: 1.95e-04
2024-05-18 16:00:55 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.465, Acc: 0.943, Base Lr: 1.95e-04
2024-05-18 16:00:56 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.445, Acc: 0.947, Base Lr: 1.95e-04
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2024-05-18 16:00:59 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.404, Acc: 0.955, Base Lr: 1.95e-04
2024-05-18 16:01:00 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.390, Acc: 0.957, Base Lr: 1.95e-04
2024-05-18 16:01:01 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.377, Acc: 0.959, Base Lr: 1.95e-04
2024-05-18 16:01:02 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.363, Acc: 0.961, Base Lr: 1.95e-04
2024-05-18 16:01:02 transreid.train INFO: Epoch 61 done. Time per epoch: 19.765[s] Speed: 595.8[samples/s]
2024-05-18 16:01:04 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.676, Acc: 0.900, Base Lr: 1.90e-04
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2024-05-18 16:01:06 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.620, Acc: 0.909, Base Lr: 1.90e-04
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2024-05-18 16:01:11 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.530, Acc: 0.932, Base Lr: 1.90e-04
2024-05-18 16:01:12 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.518, Acc: 0.934, Base Lr: 1.90e-04
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2024-05-18 16:01:19 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.397, Acc: 0.958, Base Lr: 1.90e-04
2024-05-18 16:01:20 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.385, Acc: 0.960, Base Lr: 1.90e-04
2024-05-18 16:01:21 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.372, Acc: 0.962, Base Lr: 1.90e-04
2024-05-18 16:01:22 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.358, Acc: 0.963, Base Lr: 1.90e-04
2024-05-18 16:01:22 transreid.train INFO: Epoch 62 done. Time per epoch: 19.990[s] Speed: 585.9[samples/s]
2024-05-18 16:01:24 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.712, Acc: 0.891, Base Lr: 1.85e-04
2024-05-18 16:01:25 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.611, Acc: 0.919, Base Lr: 1.85e-04
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2024-05-18 16:01:42 transreid.train INFO: Epoch 63 done. Time per epoch: 19.863[s] Speed: 589.7[samples/s]
2024-05-18 16:01:44 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.656, Acc: 0.913, Base Lr: 1.80e-04
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2024-05-18 16:02:02 transreid.train INFO: Epoch 64 done. Time per epoch: 19.912[s] Speed: 588.2[samples/s]
2024-05-18 16:02:04 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.662, Acc: 0.898, Base Lr: 1.74e-04
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2024-05-18 16:02:22 transreid.train INFO: Epoch 65 done. Time per epoch: 19.778[s] Speed: 595.4[samples/s]
2024-05-18 16:02:24 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.542, Acc: 0.938, Base Lr: 1.69e-04
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2024-05-18 16:02:42 transreid.train INFO: Epoch 66 done. Time per epoch: 19.914[s] Speed: 588.1[samples/s]
2024-05-18 16:02:44 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.546, Acc: 0.931, Base Lr: 1.64e-04
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2024-05-18 16:03:02 transreid.train INFO: Epoch 67 done. Time per epoch: 19.736[s] Speed: 596.7[samples/s]
2024-05-18 16:03:03 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.485, Acc: 0.942, Base Lr: 1.59e-04
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2024-05-18 16:03:21 transreid.train INFO: Epoch 68 done. Time per epoch: 19.741[s] Speed: 593.3[samples/s]
2024-05-18 16:03:23 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.649, Acc: 0.913, Base Lr: 1.54e-04
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2024-05-18 16:03:41 transreid.train INFO: Epoch 69 done. Time per epoch: 19.649[s] Speed: 599.3[samples/s]
2024-05-18 16:03:43 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.613, Acc: 0.892, Base Lr: 1.49e-04
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2024-05-18 16:04:01 transreid.train INFO: Epoch 70 done. Time per epoch: 19.591[s] Speed: 597.8[samples/s]
2024-05-18 16:04:02 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.480, Acc: 0.941, Base Lr: 1.44e-04
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2024-05-18 16:04:20 transreid.train INFO: Epoch 71 done. Time per epoch: 19.633[s] Speed: 599.8[samples/s]
2024-05-18 16:04:22 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.543, Acc: 0.927, Base Lr: 1.39e-04
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2024-05-18 16:04:40 transreid.train INFO: Epoch 72 done. Time per epoch: 19.610[s] Speed: 597.2[samples/s]
2024-05-18 16:04:42 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.592, Acc: 0.917, Base Lr: 1.34e-04
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2024-05-18 16:04:59 transreid.train INFO: Epoch 73 done. Time per epoch: 19.582[s] Speed: 598.1[samples/s]
2024-05-18 16:05:01 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.509, Acc: 0.948, Base Lr: 1.29e-04
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2024-05-18 16:05:19 transreid.train INFO: Epoch 74 done. Time per epoch: 19.534[s] Speed: 599.6[samples/s]
2024-05-18 16:05:21 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.468, Acc: 0.964, Base Lr: 1.24e-04
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2024-05-18 16:05:39 transreid.train INFO: Epoch 75 done. Time per epoch: 19.688[s] Speed: 594.9[samples/s]
2024-05-18 16:05:40 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.481, Acc: 0.944, Base Lr: 1.19e-04
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2024-05-18 16:05:58 transreid.train INFO: Epoch 76 done. Time per epoch: 19.519[s] Speed: 600.0[samples/s]
2024-05-18 16:06:00 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.429, Acc: 0.959, Base Lr: 1.14e-04
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2024-05-18 16:06:18 transreid.train INFO: Epoch 77 done. Time per epoch: 19.549[s] Speed: 599.1[samples/s]
2024-05-18 16:06:19 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.553, Acc: 0.922, Base Lr: 1.10e-04
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2024-05-18 16:06:37 transreid.train INFO: Epoch 78 done. Time per epoch: 19.616[s] Speed: 597.1[samples/s]
2024-05-18 16:06:39 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.483, Acc: 0.945, Base Lr: 1.05e-04
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2024-05-18 16:06:57 transreid.train INFO: Epoch 79 done. Time per epoch: 19.701[s] Speed: 597.7[samples/s]
2024-05-18 16:06:59 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.413, Acc: 0.959, Base Lr: 1.01e-04
2024-05-18 16:07:00 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.416, Acc: 0.953, Base Lr: 1.01e-04
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2024-05-18 16:07:06 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.349, Acc: 0.970, Base Lr: 1.01e-04
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2024-05-18 16:07:14 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.279, Acc: 0.978, Base Lr: 1.01e-04
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2024-05-18 16:07:17 transreid.train INFO: Epoch 80 done. Time per epoch: 19.633[s] Speed: 596.6[samples/s]
2024-05-18 16:07:35 transreid.train INFO: Validation Results - Epoch: 80
2024-05-18 16:07:35 transreid.train INFO: mAP: 90.6%
2024-05-18 16:07:35 transreid.train INFO: CMC curve, Rank-1  :95.6%
2024-05-18 16:07:35 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-05-18 16:07:35 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-18 16:07:37 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.510, Acc: 0.942, Base Lr: 9.61e-05
2024-05-18 16:07:38 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.442, Acc: 0.952, Base Lr: 9.61e-05
2024-05-18 16:07:39 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.427, Acc: 0.952, Base Lr: 9.61e-05
2024-05-18 16:07:40 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.418, Acc: 0.957, Base Lr: 9.61e-05
2024-05-18 16:07:41 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.399, Acc: 0.960, Base Lr: 9.61e-05
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2024-05-18 16:07:43 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.361, Acc: 0.965, Base Lr: 9.61e-05
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2024-05-18 16:07:48 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.303, Acc: 0.975, Base Lr: 9.61e-05
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2024-05-18 16:07:53 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.266, Acc: 0.980, Base Lr: 9.61e-05
2024-05-18 16:07:54 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.257, Acc: 0.981, Base Lr: 9.61e-05
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2024-05-18 16:07:55 transreid.train INFO: Epoch 81 done. Time per epoch: 19.859[s] Speed: 596.2[samples/s]
2024-05-18 16:07:57 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.404, Acc: 0.956, Base Lr: 9.17e-05
2024-05-18 16:07:58 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.413, Acc: 0.955, Base Lr: 9.17e-05
2024-05-18 16:07:59 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.424, Acc: 0.952, Base Lr: 9.17e-05
2024-05-18 16:08:00 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.418, Acc: 0.956, Base Lr: 9.17e-05
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2024-05-18 16:08:03 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.372, Acc: 0.965, Base Lr: 9.17e-05
2024-05-18 16:08:04 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.359, Acc: 0.967, Base Lr: 9.17e-05
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2024-05-18 16:08:10 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.292, Acc: 0.977, Base Lr: 9.17e-05
2024-05-18 16:08:11 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.282, Acc: 0.978, Base Lr: 9.17e-05
2024-05-18 16:08:12 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.272, Acc: 0.979, Base Lr: 9.17e-05
2024-05-18 16:08:13 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.262, Acc: 0.980, Base Lr: 9.17e-05
2024-05-18 16:08:14 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.253, Acc: 0.981, Base Lr: 9.17e-05
2024-05-18 16:08:15 transreid.train INFO: Epoch 82 done. Time per epoch: 19.580[s] Speed: 598.2[samples/s]
2024-05-18 16:08:17 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.420, Acc: 0.975, Base Lr: 8.73e-05
2024-05-18 16:08:18 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.398, Acc: 0.970, Base Lr: 8.73e-05
2024-05-18 16:08:19 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.396, Acc: 0.967, Base Lr: 8.73e-05
2024-05-18 16:08:20 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.399, Acc: 0.964, Base Lr: 8.73e-05
2024-05-18 16:08:21 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.372, Acc: 0.968, Base Lr: 8.73e-05
2024-05-18 16:08:22 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.356, Acc: 0.970, Base Lr: 8.73e-05
2024-05-18 16:08:23 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.341, Acc: 0.972, Base Lr: 8.73e-05
2024-05-18 16:08:24 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.333, Acc: 0.973, Base Lr: 8.73e-05
2024-05-18 16:08:25 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.327, Acc: 0.974, Base Lr: 8.73e-05
2024-05-18 16:08:26 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.318, Acc: 0.975, Base Lr: 8.73e-05
2024-05-18 16:08:27 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.305, Acc: 0.977, Base Lr: 8.73e-05
2024-05-18 16:08:28 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.297, Acc: 0.978, Base Lr: 8.73e-05
2024-05-18 16:08:29 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.287, Acc: 0.979, Base Lr: 8.73e-05
2024-05-18 16:08:30 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.281, Acc: 0.979, Base Lr: 8.73e-05
2024-05-18 16:08:31 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.272, Acc: 0.980, Base Lr: 8.73e-05
2024-05-18 16:08:32 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.266, Acc: 0.980, Base Lr: 8.73e-05
2024-05-18 16:08:33 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.258, Acc: 0.981, Base Lr: 8.73e-05
2024-05-18 16:08:34 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.249, Acc: 0.982, Base Lr: 8.73e-05
2024-05-18 16:08:34 transreid.train INFO: Epoch 83 done. Time per epoch: 19.700[s] Speed: 597.8[samples/s]
2024-05-18 16:08:36 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.391, Acc: 0.963, Base Lr: 8.31e-05
2024-05-18 16:08:37 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.369, Acc: 0.968, Base Lr: 8.31e-05
2024-05-18 16:08:38 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.370, Acc: 0.972, Base Lr: 8.31e-05
2024-05-18 16:08:39 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.367, Acc: 0.975, Base Lr: 8.31e-05
2024-05-18 16:08:40 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.360, Acc: 0.974, Base Lr: 8.31e-05
2024-05-18 16:08:41 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.347, Acc: 0.974, Base Lr: 8.31e-05
2024-05-18 16:08:42 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.332, Acc: 0.976, Base Lr: 8.31e-05
2024-05-18 16:08:43 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.327, Acc: 0.975, Base Lr: 8.31e-05
2024-05-18 16:08:45 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.316, Acc: 0.976, Base Lr: 8.31e-05
2024-05-18 16:08:46 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.304, Acc: 0.978, Base Lr: 8.31e-05
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2024-05-18 16:08:48 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.287, Acc: 0.980, Base Lr: 8.31e-05
2024-05-18 16:08:49 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.279, Acc: 0.981, Base Lr: 8.31e-05
2024-05-18 16:08:50 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.274, Acc: 0.981, Base Lr: 8.31e-05
2024-05-18 16:08:51 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.266, Acc: 0.982, Base Lr: 8.31e-05
2024-05-18 16:08:52 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.261, Acc: 0.983, Base Lr: 8.31e-05
2024-05-18 16:08:53 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.252, Acc: 0.983, Base Lr: 8.31e-05
2024-05-18 16:08:54 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.242, Acc: 0.984, Base Lr: 8.31e-05
2024-05-18 16:08:54 transreid.train INFO: Epoch 84 done. Time per epoch: 19.689[s] Speed: 594.9[samples/s]
2024-05-18 16:08:56 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.412, Acc: 0.963, Base Lr: 7.89e-05
2024-05-18 16:08:57 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.390, Acc: 0.962, Base Lr: 7.89e-05
2024-05-18 16:08:58 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.386, Acc: 0.965, Base Lr: 7.89e-05
2024-05-18 16:08:59 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.398, Acc: 0.964, Base Lr: 7.89e-05
2024-05-18 16:09:00 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.387, Acc: 0.966, Base Lr: 7.89e-05
2024-05-18 16:09:01 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.375, Acc: 0.968, Base Lr: 7.89e-05
2024-05-18 16:09:02 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.357, Acc: 0.970, Base Lr: 7.89e-05
2024-05-18 16:09:03 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.342, Acc: 0.971, Base Lr: 7.89e-05
2024-05-18 16:09:04 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.335, Acc: 0.971, Base Lr: 7.89e-05
2024-05-18 16:09:05 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.320, Acc: 0.973, Base Lr: 7.89e-05
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2024-05-18 16:09:09 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.283, Acc: 0.977, Base Lr: 7.89e-05
2024-05-18 16:09:10 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.274, Acc: 0.978, Base Lr: 7.89e-05
2024-05-18 16:09:11 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.266, Acc: 0.979, Base Lr: 7.89e-05
2024-05-18 16:09:12 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.257, Acc: 0.980, Base Lr: 7.89e-05
2024-05-18 16:09:13 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.249, Acc: 0.981, Base Lr: 7.89e-05
2024-05-18 16:09:14 transreid.train INFO: Epoch 85 done. Time per epoch: 19.554[s] Speed: 599.0[samples/s]
2024-05-18 16:09:16 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.483, Acc: 0.948, Base Lr: 7.48e-05
2024-05-18 16:09:17 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.452, Acc: 0.955, Base Lr: 7.48e-05
2024-05-18 16:09:18 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.420, Acc: 0.959, Base Lr: 7.48e-05
2024-05-18 16:09:19 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.399, Acc: 0.963, Base Lr: 7.48e-05
2024-05-18 16:09:20 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.386, Acc: 0.965, Base Lr: 7.48e-05
2024-05-18 16:09:21 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.362, Acc: 0.970, Base Lr: 7.48e-05
2024-05-18 16:09:22 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.348, Acc: 0.972, Base Lr: 7.48e-05
2024-05-18 16:09:23 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.336, Acc: 0.973, Base Lr: 7.48e-05
2024-05-18 16:09:24 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.331, Acc: 0.973, Base Lr: 7.48e-05
2024-05-18 16:09:25 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.316, Acc: 0.975, Base Lr: 7.48e-05
2024-05-18 16:09:26 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.302, Acc: 0.977, Base Lr: 7.48e-05
2024-05-18 16:09:27 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.289, Acc: 0.978, Base Lr: 7.48e-05
2024-05-18 16:09:28 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.280, Acc: 0.980, Base Lr: 7.48e-05
2024-05-18 16:09:29 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.271, Acc: 0.981, Base Lr: 7.48e-05
2024-05-18 16:09:30 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.263, Acc: 0.981, Base Lr: 7.48e-05
2024-05-18 16:09:31 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.254, Acc: 0.982, Base Lr: 7.48e-05
2024-05-18 16:09:32 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.244, Acc: 0.983, Base Lr: 7.48e-05
2024-05-18 16:09:33 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.238, Acc: 0.984, Base Lr: 7.48e-05
2024-05-18 16:09:33 transreid.train INFO: Epoch 86 done. Time per epoch: 19.596[s] Speed: 597.7[samples/s]
2024-05-18 16:09:35 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.442, Acc: 0.948, Base Lr: 7.08e-05
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2024-05-18 16:09:53 transreid.train INFO: Epoch 87 done. Time per epoch: 19.515[s] Speed: 600.2[samples/s]
2024-05-18 16:09:55 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.399, Acc: 0.964, Base Lr: 6.68e-05
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2024-05-18 16:10:13 transreid.train INFO: Epoch 88 done. Time per epoch: 19.738[s] Speed: 593.4[samples/s]
2024-05-18 16:10:14 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.412, Acc: 0.959, Base Lr: 6.30e-05
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2024-05-18 16:10:32 transreid.train INFO: Epoch 89 done. Time per epoch: 19.904[s] Speed: 591.7[samples/s]
2024-05-18 16:10:34 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.412, Acc: 0.961, Base Lr: 5.93e-05
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2024-05-18 16:10:52 transreid.train INFO: Epoch 90 done. Time per epoch: 19.642[s] Speed: 596.3[samples/s]
2024-05-18 16:10:54 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.438, Acc: 0.964, Base Lr: 5.56e-05
2024-05-18 16:10:55 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.372, Acc: 0.969, Base Lr: 5.56e-05
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2024-05-18 16:11:12 transreid.train INFO: Epoch 91 done. Time per epoch: 19.594[s] Speed: 597.7[samples/s]
2024-05-18 16:11:14 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.467, Acc: 0.959, Base Lr: 5.21e-05
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2024-05-18 16:11:31 transreid.train INFO: Epoch 92 done. Time per epoch: 19.627[s] Speed: 596.7[samples/s]
2024-05-18 16:11:33 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.329, Acc: 0.975, Base Lr: 4.86e-05
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2024-05-18 16:11:51 transreid.train INFO: Epoch 93 done. Time per epoch: 19.552[s] Speed: 599.0[samples/s]
2024-05-18 16:11:53 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.324, Acc: 0.986, Base Lr: 4.53e-05
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2024-05-18 16:12:10 transreid.train INFO: Epoch 94 done. Time per epoch: 19.511[s] Speed: 600.3[samples/s]
2024-05-18 16:12:12 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.438, Acc: 0.969, Base Lr: 4.20e-05
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2024-05-18 16:12:30 transreid.train INFO: Epoch 95 done. Time per epoch: 19.686[s] Speed: 598.2[samples/s]
2024-05-18 16:12:32 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.429, Acc: 0.953, Base Lr: 3.89e-05
2024-05-18 16:12:33 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.414, Acc: 0.963, Base Lr: 3.89e-05
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2024-05-18 16:12:50 transreid.train INFO: Epoch 96 done. Time per epoch: 19.511[s] Speed: 600.3[samples/s]
2024-05-18 16:12:51 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.402, Acc: 0.972, Base Lr: 3.59e-05
2024-05-18 16:12:52 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.356, Acc: 0.973, Base Lr: 3.59e-05
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2024-05-18 16:12:58 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.329, Acc: 0.975, Base Lr: 3.59e-05
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2024-05-18 16:13:00 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.298, Acc: 0.979, Base Lr: 3.59e-05
2024-05-18 16:13:01 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.285, Acc: 0.981, Base Lr: 3.59e-05
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2024-05-18 16:13:06 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.245, Acc: 0.984, Base Lr: 3.59e-05
2024-05-18 16:13:07 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.237, Acc: 0.985, Base Lr: 3.59e-05
2024-05-18 16:13:08 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.228, Acc: 0.986, Base Lr: 3.59e-05
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2024-05-18 16:13:09 transreid.train INFO: Epoch 97 done. Time per epoch: 19.788[s] Speed: 595.1[samples/s]
2024-05-18 16:13:11 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.363, Acc: 0.966, Base Lr: 3.30e-05
2024-05-18 16:13:12 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.325, Acc: 0.974, Base Lr: 3.30e-05
2024-05-18 16:13:13 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.342, Acc: 0.976, Base Lr: 3.30e-05
2024-05-18 16:13:14 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.341, Acc: 0.975, Base Lr: 3.30e-05
2024-05-18 16:13:15 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.331, Acc: 0.973, Base Lr: 3.30e-05
2024-05-18 16:13:16 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.323, Acc: 0.975, Base Lr: 3.30e-05
2024-05-18 16:13:17 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.314, Acc: 0.975, Base Lr: 3.30e-05
2024-05-18 16:13:18 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.306, Acc: 0.977, Base Lr: 3.30e-05
2024-05-18 16:13:19 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.296, Acc: 0.977, Base Lr: 3.30e-05
2024-05-18 16:13:20 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.285, Acc: 0.979, Base Lr: 3.30e-05
2024-05-18 16:13:21 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.278, Acc: 0.979, Base Lr: 3.30e-05
2024-05-18 16:13:22 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.267, Acc: 0.980, Base Lr: 3.30e-05
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2024-05-18 16:13:24 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.251, Acc: 0.982, Base Lr: 3.30e-05
2024-05-18 16:13:26 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.245, Acc: 0.983, Base Lr: 3.30e-05
2024-05-18 16:13:27 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.236, Acc: 0.984, Base Lr: 3.30e-05
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2024-05-18 16:13:29 transreid.train INFO: Epoch 98 done. Time per epoch: 19.681[s] Speed: 598.3[samples/s]
2024-05-18 16:13:31 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.306, Acc: 0.977, Base Lr: 3.02e-05
2024-05-18 16:13:32 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.345, Acc: 0.978, Base Lr: 3.02e-05
2024-05-18 16:13:33 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.353, Acc: 0.973, Base Lr: 3.02e-05
2024-05-18 16:13:34 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.349, Acc: 0.975, Base Lr: 3.02e-05
2024-05-18 16:13:35 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.337, Acc: 0.975, Base Lr: 3.02e-05
2024-05-18 16:13:36 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.325, Acc: 0.976, Base Lr: 3.02e-05
2024-05-18 16:13:37 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.315, Acc: 0.978, Base Lr: 3.02e-05
2024-05-18 16:13:38 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.303, Acc: 0.980, Base Lr: 3.02e-05
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2024-05-18 16:13:40 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.285, Acc: 0.981, Base Lr: 3.02e-05
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2024-05-18 16:13:44 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.250, Acc: 0.984, Base Lr: 3.02e-05
2024-05-18 16:13:45 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.240, Acc: 0.985, Base Lr: 3.02e-05
2024-05-18 16:13:46 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.233, Acc: 0.985, Base Lr: 3.02e-05
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2024-05-18 16:13:49 transreid.train INFO: Epoch 99 done. Time per epoch: 19.541[s] Speed: 602.6[samples/s]
2024-05-18 16:13:50 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.377, Acc: 0.970, Base Lr: 2.75e-05
2024-05-18 16:13:51 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.379, Acc: 0.962, Base Lr: 2.75e-05
2024-05-18 16:13:52 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.359, Acc: 0.967, Base Lr: 2.75e-05
2024-05-18 16:13:53 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.352, Acc: 0.969, Base Lr: 2.75e-05
2024-05-18 16:13:54 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.333, Acc: 0.972, Base Lr: 2.75e-05
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2024-05-18 16:13:57 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.317, Acc: 0.974, Base Lr: 2.75e-05
2024-05-18 16:13:58 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.308, Acc: 0.976, Base Lr: 2.75e-05
2024-05-18 16:13:59 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.295, Acc: 0.978, Base Lr: 2.75e-05
2024-05-18 16:14:00 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.287, Acc: 0.978, Base Lr: 2.75e-05
2024-05-18 16:14:01 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.274, Acc: 0.980, Base Lr: 2.75e-05
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2024-05-18 16:14:05 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.237, Acc: 0.984, Base Lr: 2.75e-05
2024-05-18 16:14:06 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.232, Acc: 0.984, Base Lr: 2.75e-05
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2024-05-18 16:14:08 transreid.train INFO: Epoch 100 done. Time per epoch: 19.616[s] Speed: 600.3[samples/s]
2024-05-18 16:14:27 transreid.train INFO: Validation Results - Epoch: 100
2024-05-18 16:14:27 transreid.train INFO: mAP: 90.9%
2024-05-18 16:14:27 transreid.train INFO: CMC curve, Rank-1  :95.9%
2024-05-18 16:14:27 transreid.train INFO: CMC curve, Rank-5  :98.5%
2024-05-18 16:14:27 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-18 16:14:29 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.395, Acc: 0.964, Base Lr: 2.50e-05
2024-05-18 16:14:30 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.418, Acc: 0.964, Base Lr: 2.50e-05
2024-05-18 16:14:31 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.381, Acc: 0.967, Base Lr: 2.50e-05
2024-05-18 16:14:32 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.356, Acc: 0.971, Base Lr: 2.50e-05
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2024-05-18 16:14:43 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.248, Acc: 0.982, Base Lr: 2.50e-05
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2024-05-18 16:14:46 transreid.train INFO: Epoch 101 done. Time per epoch: 19.709[s] Speed: 594.3[samples/s]
2024-05-18 16:14:48 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.335, Acc: 0.950, Base Lr: 2.26e-05
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2024-05-18 16:15:00 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.261, Acc: 0.983, Base Lr: 2.26e-05
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2024-05-18 16:15:06 transreid.train INFO: Epoch 102 done. Time per epoch: 19.771[s] Speed: 592.4[samples/s]
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2024-05-18 16:15:26 transreid.train INFO: Epoch 103 done. Time per epoch: 19.601[s] Speed: 600.8[samples/s]
2024-05-18 16:15:28 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.404, Acc: 0.958, Base Lr: 1.81e-05
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2024-05-18 16:15:45 transreid.train INFO: Epoch 104 done. Time per epoch: 19.725[s] Speed: 597.0[samples/s]
2024-05-18 16:15:47 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.463, Acc: 0.958, Base Lr: 1.60e-05
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2024-05-18 16:16:05 transreid.train INFO: Epoch 105 done. Time per epoch: 19.812[s] Speed: 591.2[samples/s]
2024-05-18 16:16:07 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.320, Acc: 0.978, Base Lr: 1.41e-05
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2024-05-18 16:16:25 transreid.train INFO: Epoch 106 done. Time per epoch: 19.726[s] Speed: 597.0[samples/s]
2024-05-18 16:16:27 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.370, Acc: 0.966, Base Lr: 1.22e-05
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2024-05-18 16:16:45 transreid.train INFO: Epoch 107 done. Time per epoch: 19.664[s] Speed: 598.9[samples/s]
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2024-05-18 16:17:05 transreid.train INFO: Epoch 108 done. Time per epoch: 19.925[s] Speed: 591.0[samples/s]
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2024-05-18 16:17:25 transreid.train INFO: Epoch 109 done. Time per epoch: 20.674[s] Speed: 569.6[samples/s]
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2024-05-18 16:17:46 transreid.train INFO: Epoch 110 done. Time per epoch: 20.495[s] Speed: 571.5[samples/s]
2024-05-18 16:17:48 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.452, Acc: 0.966, Base Lr: 6.31e-06
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2024-05-18 16:18:06 transreid.train INFO: Epoch 111 done. Time per epoch: 20.598[s] Speed: 571.7[samples/s]
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2024-05-18 16:18:26 transreid.train INFO: Epoch 112 done. Time per epoch: 20.041[s] Speed: 587.6[samples/s]
2024-05-18 16:18:28 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.469, Acc: 0.956, Base Lr: 4.14e-06
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2024-05-18 16:18:46 transreid.train INFO: Epoch 113 done. Time per epoch: 19.927[s] Speed: 587.8[samples/s]
2024-05-18 16:18:48 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.459, Acc: 0.969, Base Lr: 3.26e-06
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2024-05-18 16:19:06 transreid.train INFO: Epoch 114 done. Time per epoch: 19.702[s] Speed: 597.7[samples/s]
2024-05-18 16:19:08 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.429, Acc: 0.952, Base Lr: 2.51e-06
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2024-05-18 16:19:26 transreid.train INFO: Epoch 115 done. Time per epoch: 19.636[s] Speed: 596.5[samples/s]
2024-05-18 16:19:27 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.408, Acc: 0.969, Base Lr: 1.89e-06
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2024-05-18 16:19:45 transreid.train INFO: Epoch 116 done. Time per epoch: 19.615[s] Speed: 600.4[samples/s]
2024-05-18 16:19:47 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.394, Acc: 0.958, Base Lr: 1.42e-06
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2024-05-18 16:20:05 transreid.train INFO: Epoch 117 done. Time per epoch: 19.942[s] Speed: 590.5[samples/s]
2024-05-18 16:20:07 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.385, Acc: 0.969, Base Lr: 1.07e-06
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2024-05-18 16:20:20 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.251, Acc: 0.983, Base Lr: 1.07e-06
2024-05-18 16:20:21 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.242, Acc: 0.984, Base Lr: 1.07e-06
2024-05-18 16:20:22 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.237, Acc: 0.985, Base Lr: 1.07e-06
2024-05-18 16:20:23 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.230, Acc: 0.985, Base Lr: 1.07e-06
2024-05-18 16:20:24 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.224, Acc: 0.986, Base Lr: 1.07e-06
2024-05-18 16:20:25 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.217, Acc: 0.986, Base Lr: 1.07e-06
2024-05-18 16:20:26 transreid.train INFO: Epoch 118 done. Time per epoch: 20.464[s] Speed: 575.5[samples/s]
2024-05-18 16:20:28 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.406, Acc: 0.964, Base Lr: 8.68e-07
2024-05-18 16:20:29 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.360, Acc: 0.973, Base Lr: 8.68e-07
2024-05-18 16:20:30 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.332, Acc: 0.976, Base Lr: 8.68e-07
2024-05-18 16:20:31 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.325, Acc: 0.974, Base Lr: 8.68e-07
2024-05-18 16:20:32 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.320, Acc: 0.975, Base Lr: 8.68e-07
2024-05-18 16:20:33 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.306, Acc: 0.977, Base Lr: 8.68e-07
2024-05-18 16:20:34 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.297, Acc: 0.977, Base Lr: 8.68e-07
2024-05-18 16:20:35 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.285, Acc: 0.978, Base Lr: 8.68e-07
2024-05-18 16:20:36 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.280, Acc: 0.978, Base Lr: 8.68e-07
2024-05-18 16:20:37 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.277, Acc: 0.979, Base Lr: 8.68e-07
2024-05-18 16:20:38 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.268, Acc: 0.980, Base Lr: 8.68e-07
2024-05-18 16:20:39 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.259, Acc: 0.982, Base Lr: 8.68e-07
2024-05-18 16:20:40 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.249, Acc: 0.983, Base Lr: 8.68e-07
2024-05-18 16:20:41 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.242, Acc: 0.984, Base Lr: 8.68e-07
2024-05-18 16:20:42 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.235, Acc: 0.984, Base Lr: 8.68e-07
2024-05-18 16:20:44 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.228, Acc: 0.985, Base Lr: 8.68e-07
2024-05-18 16:20:45 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.221, Acc: 0.986, Base Lr: 8.68e-07
2024-05-18 16:20:46 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.214, Acc: 0.987, Base Lr: 8.68e-07
2024-05-18 16:20:46 transreid.train INFO: Epoch 119 done. Time per epoch: 20.404[s] Speed: 577.1[samples/s]
2024-05-18 16:20:48 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.335, Acc: 0.983, Base Lr: 8.00e-07
2024-05-18 16:20:49 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.324, Acc: 0.977, Base Lr: 8.00e-07
2024-05-18 16:20:50 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.316, Acc: 0.979, Base Lr: 8.00e-07
2024-05-18 16:20:51 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.323, Acc: 0.978, Base Lr: 8.00e-07
2024-05-18 16:20:52 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.314, Acc: 0.977, Base Lr: 8.00e-07
2024-05-18 16:20:53 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.302, Acc: 0.978, Base Lr: 8.00e-07
2024-05-18 16:20:54 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.288, Acc: 0.980, Base Lr: 8.00e-07
2024-05-18 16:20:55 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.275, Acc: 0.982, Base Lr: 8.00e-07
2024-05-18 16:20:56 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.269, Acc: 0.982, Base Lr: 8.00e-07
2024-05-18 16:20:57 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.264, Acc: 0.983, Base Lr: 8.00e-07
2024-05-18 16:20:58 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.258, Acc: 0.984, Base Lr: 8.00e-07
2024-05-18 16:21:00 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.253, Acc: 0.984, Base Lr: 8.00e-07
2024-05-18 16:21:01 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.244, Acc: 0.984, Base Lr: 8.00e-07
2024-05-18 16:21:02 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.238, Acc: 0.985, Base Lr: 8.00e-07
2024-05-18 16:21:03 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.232, Acc: 0.985, Base Lr: 8.00e-07
2024-05-18 16:21:04 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.226, Acc: 0.986, Base Lr: 8.00e-07
2024-05-18 16:21:05 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.218, Acc: 0.986, Base Lr: 8.00e-07
2024-05-18 16:21:06 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.211, Acc: 0.987, Base Lr: 8.00e-07
2024-05-18 16:21:07 transreid.train INFO: Epoch 120 done. Time per epoch: 20.439[s] Speed: 576.1[samples/s]
2024-05-18 16:21:26 transreid.train INFO: Validation Results - Epoch: 120
2024-05-18 16:21:26 transreid.train INFO: mAP: 90.9%
2024-05-18 16:21:26 transreid.train INFO: CMC curve, Rank-1  :95.8%
2024-05-18 16:21:26 transreid.train INFO: CMC curve, Rank-5  :98.5%
2024-05-18 16:21:26 transreid.train INFO: CMC curve, Rank-10 :99.0%
