2024-05-10 11:45:40 transreid INFO: Saving model in the path :log/bs_exp/FastViT_S12_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-10 11:45:40 transreid INFO: Loaded configuration file configs/market/fastvit_s12.yml
2024-05-10 11:45:40 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_s12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/FastViT_S12.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_S12_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: 
2024-05-10 11:45:40 transreid.check INFO: Dataset statistics:
2024-05-10 11:45:40 transreid.check INFO:   ----------------------------------------
2024-05-10 11:45:40 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 11:45:40 transreid.check INFO:   ----------------------------------------
2024-05-10 11:45:40 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-10 11:45:40 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-10 11:45:40 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-10 11:45:40 transreid.check INFO:   ----------------------------------------
2024-05-10 11:45:44 transreid INFO: ===========using cosine learning rate=======
2024-05-10 11:45:44 transreid.train INFO: start training
2024-05-10 11:45:49 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 14.256, Acc: 0.000, Base Lr: 2.38e-05
2024-05-10 11:45:50 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 13.971, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:51 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 13.506, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:52 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 13.081, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:54 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 12.660, Acc: 0.002, Base Lr: 2.38e-05
2024-05-10 11:45:55 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.278, Acc: 0.002, Base Lr: 2.38e-05
2024-05-10 11:45:56 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 11.940, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:57 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.665, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:58 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 11.419, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:45:59 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 11.218, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:00 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 11.037, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:01 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.863, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:02 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.727, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:03 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.595, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:04 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.460, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:05 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.343, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:06 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.253, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:07 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.162, Acc: 0.001, Base Lr: 2.38e-05
2024-05-10 11:46:07 transreid.train INFO: Epoch 1 done. Time per epoch: 23.341[s] Speed: 501.8[samples/s]
2024-05-10 11:46:09 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.501, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:10 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.476, Acc: 0.002, Base Lr: 4.36e-05
2024-05-10 11:46:11 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.403, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:12 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.374, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:13 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.325, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:14 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.259, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:15 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.204, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:16 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.163, Acc: 0.001, Base Lr: 4.36e-05
2024-05-10 11:46:17 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.128, Acc: 0.002, Base Lr: 4.36e-05
2024-05-10 11:46:18 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.081, Acc: 0.002, Base Lr: 4.36e-05
2024-05-10 11:46:19 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.049, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:20 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.025, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:21 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.991, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:22 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.958, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:23 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.937, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:24 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.919, Acc: 0.003, Base Lr: 4.36e-05
2024-05-10 11:46:25 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.876, Acc: 0.004, Base Lr: 4.36e-05
2024-05-10 11:46:26 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.865, Acc: 0.005, Base Lr: 4.36e-05
2024-05-10 11:46:27 transreid.train INFO: Epoch 2 done. Time per epoch: 19.278[s] Speed: 607.5[samples/s]
2024-05-10 11:46:28 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.588, Acc: 0.009, Base Lr: 6.34e-05
2024-05-10 11:46:29 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.545, Acc: 0.013, Base Lr: 6.34e-05
2024-05-10 11:46:30 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.619, Acc: 0.012, Base Lr: 6.34e-05
2024-05-10 11:46:31 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.568, Acc: 0.013, Base Lr: 6.34e-05
2024-05-10 11:46:32 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.525, Acc: 0.015, Base Lr: 6.34e-05
2024-05-10 11:46:33 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.507, Acc: 0.016, Base Lr: 6.34e-05
2024-05-10 11:46:34 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.479, Acc: 0.018, Base Lr: 6.34e-05
2024-05-10 11:46:35 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.472, Acc: 0.018, Base Lr: 6.34e-05
2024-05-10 11:46:37 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.448, Acc: 0.019, Base Lr: 6.34e-05
2024-05-10 11:46:38 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.432, Acc: 0.022, Base Lr: 6.34e-05
2024-05-10 11:46:39 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.415, Acc: 0.025, Base Lr: 6.34e-05
2024-05-10 11:46:40 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.403, Acc: 0.028, Base Lr: 6.34e-05
2024-05-10 11:46:41 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.394, Acc: 0.030, Base Lr: 6.34e-05
2024-05-10 11:46:42 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.387, Acc: 0.034, Base Lr: 6.34e-05
2024-05-10 11:46:43 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.385, Acc: 0.040, Base Lr: 6.34e-05
2024-05-10 11:46:44 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.381, Acc: 0.046, Base Lr: 6.34e-05
2024-05-10 11:46:45 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.371, Acc: 0.052, Base Lr: 6.34e-05
2024-05-10 11:46:46 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.357, Acc: 0.065, Base Lr: 6.34e-05
2024-05-10 11:46:46 transreid.train INFO: Epoch 3 done. Time per epoch: 19.394[s] Speed: 603.9[samples/s]
2024-05-10 11:46:48 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.269, Acc: 0.045, Base Lr: 8.32e-05
2024-05-10 11:46:49 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.202, Acc: 0.059, Base Lr: 8.32e-05
2024-05-10 11:46:50 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.195, Acc: 0.069, Base Lr: 8.32e-05
2024-05-10 11:46:51 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.209, Acc: 0.070, Base Lr: 8.32e-05
2024-05-10 11:46:52 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.218, Acc: 0.079, Base Lr: 8.32e-05
2024-05-10 11:46:53 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.206, Acc: 0.088, Base Lr: 8.32e-05
2024-05-10 11:46:54 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.196, Acc: 0.096, Base Lr: 8.32e-05
2024-05-10 11:46:55 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.183, Acc: 0.099, Base Lr: 8.32e-05
2024-05-10 11:46:56 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.173, Acc: 0.109, Base Lr: 8.32e-05
2024-05-10 11:46:57 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.170, Acc: 0.116, Base Lr: 8.32e-05
2024-05-10 11:46:58 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.168, Acc: 0.122, Base Lr: 8.32e-05
2024-05-10 11:46:59 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.162, Acc: 0.132, Base Lr: 8.32e-05
2024-05-10 11:47:00 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.138, Acc: 0.141, Base Lr: 8.32e-05
2024-05-10 11:47:01 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.137, Acc: 0.152, Base Lr: 8.32e-05
2024-05-10 11:47:02 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.128, Acc: 0.165, Base Lr: 8.32e-05
2024-05-10 11:47:03 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.115, Acc: 0.179, Base Lr: 8.32e-05
2024-05-10 11:47:04 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.097, Acc: 0.197, Base Lr: 8.32e-05
2024-05-10 11:47:05 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.095, Acc: 0.216, Base Lr: 8.32e-05
2024-05-10 11:47:05 transreid.train INFO: Epoch 4 done. Time per epoch: 19.313[s] Speed: 606.4[samples/s]
2024-05-10 11:47:07 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.051, Acc: 0.138, Base Lr: 1.03e-04
2024-05-10 11:47:08 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.073, Acc: 0.136, Base Lr: 1.03e-04
2024-05-10 11:47:09 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.081, Acc: 0.139, Base Lr: 1.03e-04
2024-05-10 11:47:10 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.080, Acc: 0.139, Base Lr: 1.03e-04
2024-05-10 11:47:11 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.060, Acc: 0.151, Base Lr: 1.03e-04
2024-05-10 11:47:12 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.033, Acc: 0.154, Base Lr: 1.03e-04
2024-05-10 11:47:13 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.032, Acc: 0.168, Base Lr: 1.03e-04
2024-05-10 11:47:14 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.013, Acc: 0.182, Base Lr: 1.03e-04
2024-05-10 11:47:15 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.005, Acc: 0.195, Base Lr: 1.03e-04
2024-05-10 11:47:16 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.990, Acc: 0.206, Base Lr: 1.03e-04
2024-05-10 11:47:17 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.974, Acc: 0.211, Base Lr: 1.03e-04
2024-05-10 11:47:18 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.967, Acc: 0.217, Base Lr: 1.03e-04
2024-05-10 11:47:19 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.967, Acc: 0.225, Base Lr: 1.03e-04
2024-05-10 11:47:20 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.964, Acc: 0.230, Base Lr: 1.03e-04
2024-05-10 11:47:21 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.961, Acc: 0.242, Base Lr: 1.03e-04
2024-05-10 11:47:22 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.949, Acc: 0.251, Base Lr: 1.03e-04
2024-05-10 11:47:23 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.940, Acc: 0.263, Base Lr: 1.03e-04
2024-05-10 11:47:24 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.929, Acc: 0.283, Base Lr: 1.03e-04
2024-05-10 11:47:25 transreid.train INFO: Epoch 5 done. Time per epoch: 19.594[s] Speed: 601.0[samples/s]
2024-05-10 11:47:27 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.937, Acc: 0.120, Base Lr: 1.23e-04
2024-05-10 11:47:28 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.905, Acc: 0.127, Base Lr: 1.23e-04
2024-05-10 11:47:29 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.921, Acc: 0.134, Base Lr: 1.23e-04
2024-05-10 11:47:30 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.900, Acc: 0.146, Base Lr: 1.23e-04
2024-05-10 11:47:31 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.904, Acc: 0.156, Base Lr: 1.23e-04
2024-05-10 11:47:32 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.866, Acc: 0.163, Base Lr: 1.23e-04
2024-05-10 11:47:33 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.867, Acc: 0.171, Base Lr: 1.23e-04
2024-05-10 11:47:34 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.858, Acc: 0.179, Base Lr: 1.23e-04
2024-05-10 11:47:35 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.844, Acc: 0.191, Base Lr: 1.23e-04
2024-05-10 11:47:36 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.842, Acc: 0.193, Base Lr: 1.23e-04
2024-05-10 11:47:37 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.826, Acc: 0.204, Base Lr: 1.23e-04
2024-05-10 11:47:38 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.823, Acc: 0.212, Base Lr: 1.23e-04
2024-05-10 11:47:39 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.829, Acc: 0.218, Base Lr: 1.23e-04
2024-05-10 11:47:40 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.818, Acc: 0.230, Base Lr: 1.23e-04
2024-05-10 11:47:41 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.814, Acc: 0.240, Base Lr: 1.23e-04
2024-05-10 11:47:42 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.804, Acc: 0.252, Base Lr: 1.23e-04
2024-05-10 11:47:43 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.782, Acc: 0.272, Base Lr: 1.23e-04
2024-05-10 11:47:44 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.762, Acc: 0.294, Base Lr: 1.23e-04
2024-05-10 11:47:44 transreid.train INFO: Epoch 6 done. Time per epoch: 19.301[s] Speed: 606.8[samples/s]
2024-05-10 11:47:46 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.849, Acc: 0.163, Base Lr: 1.43e-04
2024-05-10 11:47:47 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.794, Acc: 0.152, Base Lr: 1.43e-04
2024-05-10 11:47:48 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.773, Acc: 0.156, Base Lr: 1.43e-04
2024-05-10 11:47:49 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.774, Acc: 0.156, Base Lr: 1.43e-04
2024-05-10 11:47:50 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.768, Acc: 0.162, Base Lr: 1.43e-04
2024-05-10 11:47:51 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.727, Acc: 0.169, Base Lr: 1.43e-04
2024-05-10 11:47:52 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.699, Acc: 0.180, Base Lr: 1.43e-04
2024-05-10 11:47:53 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.699, Acc: 0.184, Base Lr: 1.43e-04
2024-05-10 11:47:54 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.679, Acc: 0.190, Base Lr: 1.43e-04
2024-05-10 11:47:55 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.665, Acc: 0.196, Base Lr: 1.43e-04
2024-05-10 11:47:56 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.663, Acc: 0.198, Base Lr: 1.43e-04
2024-05-10 11:47:57 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.654, Acc: 0.205, Base Lr: 1.43e-04
2024-05-10 11:47:58 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.647, Acc: 0.212, Base Lr: 1.43e-04
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2024-05-10 11:48:04 transreid.train INFO: Epoch 7 done. Time per epoch: 19.513[s] Speed: 600.2[samples/s]
2024-05-10 11:48:05 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.727, Acc: 0.159, Base Lr: 1.62e-04
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2024-05-10 11:48:23 transreid.train INFO: Epoch 8 done. Time per epoch: 19.575[s] Speed: 598.3[samples/s]
2024-05-10 11:48:25 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.455, Acc: 0.147, Base Lr: 1.82e-04
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2024-05-10 11:48:43 transreid.train INFO: Epoch 9 done. Time per epoch: 19.588[s] Speed: 601.2[samples/s]
2024-05-10 11:48:45 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.040, Acc: 0.155, Base Lr: 2.02e-04
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2024-05-10 11:49:03 transreid.train INFO: Epoch 10 done. Time per epoch: 19.640[s] Speed: 596.3[samples/s]
2024-05-10 11:49:04 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.973, Acc: 0.152, Base Lr: 2.22e-04
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2024-05-10 11:49:22 transreid.train INFO: Epoch 11 done. Time per epoch: 19.604[s] Speed: 597.4[samples/s]
2024-05-10 11:49:24 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.618, Acc: 0.114, Base Lr: 2.42e-04
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2024-05-10 11:49:42 transreid.train INFO: Epoch 12 done. Time per epoch: 19.554[s] Speed: 598.9[samples/s]
2024-05-10 11:49:43 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.637, Acc: 0.133, Base Lr: 2.61e-04
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2024-05-10 11:50:01 transreid.train INFO: Epoch 13 done. Time per epoch: 19.504[s] Speed: 600.5[samples/s]
2024-05-10 11:50:03 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.079, Acc: 0.186, Base Lr: 2.81e-04
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2024-05-10 11:50:21 transreid.train INFO: Epoch 14 done. Time per epoch: 19.618[s] Speed: 600.3[samples/s]
2024-05-10 11:50:22 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 4.843, Acc: 0.211, Base Lr: 3.01e-04
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2024-05-10 11:50:40 transreid.train INFO: Epoch 15 done. Time per epoch: 19.460[s] Speed: 601.9[samples/s]
2024-05-10 11:50:42 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 4.691, Acc: 0.225, Base Lr: 3.21e-04
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2024-05-10 11:51:00 transreid.train INFO: Epoch 16 done. Time per epoch: 19.666[s] Speed: 595.6[samples/s]
2024-05-10 11:51:02 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 4.185, Acc: 0.300, Base Lr: 3.41e-04
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2024-05-10 11:51:20 transreid.train INFO: Epoch 17 done. Time per epoch: 19.679[s] Speed: 595.2[samples/s]
2024-05-10 11:51:21 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 4.191, Acc: 0.292, Base Lr: 3.60e-04
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2024-05-10 11:51:39 transreid.train INFO: Epoch 18 done. Time per epoch: 19.556[s] Speed: 598.9[samples/s]
2024-05-10 11:51:41 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 3.827, Acc: 0.356, Base Lr: 3.80e-04
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2024-05-10 11:51:59 transreid.train INFO: Epoch 19 done. Time per epoch: 19.707[s] Speed: 597.6[samples/s]
2024-05-10 11:52:01 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.340, Acc: 0.467, Base Lr: 3.73e-04
2024-05-10 11:52:02 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 3.352, Acc: 0.448, Base Lr: 3.73e-04
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2024-05-10 11:52:19 transreid.train INFO: Epoch 20 done. Time per epoch: 19.606[s] Speed: 597.4[samples/s]
2024-05-10 11:52:39 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 11:52:39 transreid.train INFO: mAP: 79.8%
2024-05-10 11:52:39 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-10 11:52:39 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 11:52:39 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-05-10 11:52:40 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 3.513, Acc: 0.398, Base Lr: 3.71e-04
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2024-05-10 11:52:59 transreid.train INFO: Epoch 21 done. Time per epoch: 19.990[s] Speed: 589.1[samples/s]
2024-05-10 11:53:00 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 3.156, Acc: 0.445, Base Lr: 3.68e-04
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2024-05-10 11:53:18 transreid.train INFO: Epoch 22 done. Time per epoch: 19.807[s] Speed: 591.3[samples/s]
2024-05-10 11:53:20 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 2.961, Acc: 0.511, Base Lr: 3.65e-04
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2024-05-10 11:53:38 transreid.train INFO: Epoch 23 done. Time per epoch: 19.533[s] Speed: 599.6[samples/s]
2024-05-10 11:53:40 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 2.842, Acc: 0.523, Base Lr: 3.62e-04
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2024-05-10 11:53:58 transreid.train INFO: Epoch 24 done. Time per epoch: 19.770[s] Speed: 595.7[samples/s]
2024-05-10 11:53:59 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 2.819, Acc: 0.516, Base Lr: 3.59e-04
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2024-05-10 11:54:17 transreid.train INFO: Epoch 25 done. Time per epoch: 19.588[s] Speed: 597.9[samples/s]
2024-05-10 11:54:19 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 2.605, Acc: 0.566, Base Lr: 3.56e-04
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2024-05-10 11:54:37 transreid.train INFO: Epoch 26 done. Time per epoch: 19.696[s] Speed: 594.6[samples/s]
2024-05-10 11:54:39 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 2.522, Acc: 0.561, Base Lr: 3.52e-04
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2024-05-10 11:54:57 transreid.train INFO: Epoch 27 done. Time per epoch: 19.738[s] Speed: 593.4[samples/s]
2024-05-10 11:54:58 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 2.158, Acc: 0.625, Base Lr: 3.49e-04
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2024-05-10 11:55:16 transreid.train INFO: Epoch 28 done. Time per epoch: 19.599[s] Speed: 597.6[samples/s]
2024-05-10 11:55:18 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.327, Acc: 0.569, Base Lr: 3.45e-04
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2024-05-10 11:55:36 transreid.train INFO: Epoch 29 done. Time per epoch: 19.711[s] Speed: 594.2[samples/s]
2024-05-10 11:55:38 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 1.920, Acc: 0.672, Base Lr: 3.42e-04
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2024-05-10 11:55:56 transreid.train INFO: Epoch 30 done. Time per epoch: 19.698[s] Speed: 597.8[samples/s]
2024-05-10 11:55:57 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 1.792, Acc: 0.719, Base Lr: 3.38e-04
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2024-05-10 11:56:15 transreid.train INFO: Epoch 31 done. Time per epoch: 19.443[s] Speed: 599.1[samples/s]
2024-05-10 11:56:17 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 1.859, Acc: 0.672, Base Lr: 3.34e-04
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2024-05-10 11:56:35 transreid.train INFO: Epoch 32 done. Time per epoch: 19.588[s] Speed: 597.9[samples/s]
2024-05-10 11:56:36 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 1.750, Acc: 0.694, Base Lr: 3.30e-04
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2024-05-10 11:56:54 transreid.train INFO: Epoch 33 done. Time per epoch: 19.740[s] Speed: 596.6[samples/s]
2024-05-10 11:56:56 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 1.683, Acc: 0.698, Base Lr: 3.26e-04
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2024-05-10 11:57:14 transreid.train INFO: Epoch 34 done. Time per epoch: 19.881[s] Speed: 592.3[samples/s]
2024-05-10 11:57:16 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 1.656, Acc: 0.731, Base Lr: 3.22e-04
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2024-05-10 11:57:34 transreid.train INFO: Epoch 35 done. Time per epoch: 19.957[s] Speed: 590.1[samples/s]
2024-05-10 11:57:36 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 1.571, Acc: 0.728, Base Lr: 3.18e-04
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2024-05-10 11:57:54 transreid.train INFO: Epoch 36 done. Time per epoch: 19.654[s] Speed: 599.2[samples/s]
2024-05-10 11:57:56 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 1.555, Acc: 0.747, Base Lr: 3.13e-04
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2024-05-10 11:58:14 transreid.train INFO: Epoch 37 done. Time per epoch: 19.692[s] Speed: 598.0[samples/s]
2024-05-10 11:58:15 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.398, Acc: 0.772, Base Lr: 3.09e-04
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2024-05-10 11:58:33 transreid.train INFO: Epoch 38 done. Time per epoch: 19.705[s] Speed: 594.4[samples/s]
2024-05-10 11:58:35 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 1.365, Acc: 0.808, Base Lr: 3.05e-04
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2024-05-10 11:58:46 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.889, Acc: 0.892, Base Lr: 3.05e-04
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2024-05-10 11:58:53 transreid.train INFO: Epoch 39 done. Time per epoch: 19.593[s] Speed: 597.8[samples/s]
2024-05-10 11:58:55 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.214, Acc: 0.834, Base Lr: 3.00e-04
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2024-05-10 11:59:12 transreid.train INFO: Epoch 40 done. Time per epoch: 19.577[s] Speed: 598.3[samples/s]
2024-05-10 11:59:31 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 11:59:31 transreid.train INFO: mAP: 88.1%
2024-05-10 11:59:31 transreid.train INFO: CMC curve, Rank-1  :95.0%
2024-05-10 11:59:31 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-05-10 11:59:31 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-10 11:59:33 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.383, Acc: 0.775, Base Lr: 2.96e-04
2024-05-10 11:59:34 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 1.265, Acc: 0.804, Base Lr: 2.96e-04
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2024-05-10 11:59:39 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 1.047, Acc: 0.853, Base Lr: 2.96e-04
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2024-05-10 11:59:51 transreid.train INFO: Epoch 41 done. Time per epoch: 20.087[s] Speed: 586.3[samples/s]
2024-05-10 11:59:53 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.228, Acc: 0.792, Base Lr: 2.91e-04
2024-05-10 11:59:54 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 1.133, Acc: 0.827, Base Lr: 2.91e-04
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2024-05-10 12:00:10 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.648, Acc: 0.930, Base Lr: 2.91e-04
2024-05-10 12:00:11 transreid.train INFO: Epoch 42 done. Time per epoch: 19.624[s] Speed: 600.1[samples/s]
2024-05-10 12:00:12 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.238, Acc: 0.806, Base Lr: 2.86e-04
2024-05-10 12:00:13 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 1.128, Acc: 0.827, Base Lr: 2.86e-04
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2024-05-10 12:00:28 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.650, Acc: 0.926, Base Lr: 2.86e-04
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2024-05-10 12:00:30 transreid.train INFO: Epoch 43 done. Time per epoch: 19.771[s] Speed: 595.6[samples/s]
2024-05-10 12:00:32 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.147, Acc: 0.809, Base Lr: 2.82e-04
2024-05-10 12:00:33 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 1.046, Acc: 0.839, Base Lr: 2.82e-04
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2024-05-10 12:00:50 transreid.train INFO: Epoch 44 done. Time per epoch: 19.838[s] Speed: 593.6[samples/s]
2024-05-10 12:00:52 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 1.028, Acc: 0.853, Base Lr: 2.77e-04
2024-05-10 12:00:53 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.955, Acc: 0.859, Base Lr: 2.77e-04
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2024-05-10 12:00:56 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.874, Acc: 0.873, Base Lr: 2.77e-04
2024-05-10 12:00:57 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.846, Acc: 0.879, Base Lr: 2.77e-04
2024-05-10 12:00:58 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.827, Acc: 0.883, Base Lr: 2.77e-04
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2024-05-10 12:01:10 transreid.train INFO: Epoch 45 done. Time per epoch: 19.549[s] Speed: 599.1[samples/s]
2024-05-10 12:01:12 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.826, Acc: 0.880, Base Lr: 2.72e-04
2024-05-10 12:01:13 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.876, Acc: 0.867, Base Lr: 2.72e-04
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2024-05-10 12:01:29 transreid.train INFO: Epoch 46 done. Time per epoch: 19.512[s] Speed: 600.2[samples/s]
2024-05-10 12:01:31 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 1.090, Acc: 0.834, Base Lr: 2.67e-04
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2024-05-10 12:01:49 transreid.train INFO: Epoch 47 done. Time per epoch: 19.740[s] Speed: 596.5[samples/s]
2024-05-10 12:01:51 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.083, Acc: 0.788, Base Lr: 2.62e-04
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2024-05-10 12:02:09 transreid.train INFO: Epoch 48 done. Time per epoch: 19.708[s] Speed: 597.5[samples/s]
2024-05-10 12:02:11 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.026, Acc: 0.823, Base Lr: 2.57e-04
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2024-05-10 12:02:28 transreid.train INFO: Epoch 49 done. Time per epoch: 19.527[s] Speed: 599.8[samples/s]
2024-05-10 12:02:30 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.027, Acc: 0.805, Base Lr: 2.52e-04
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2024-05-10 12:02:48 transreid.train INFO: Epoch 50 done. Time per epoch: 19.516[s] Speed: 603.4[samples/s]
2024-05-10 12:02:50 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.894, Acc: 0.853, Base Lr: 2.47e-04
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2024-05-10 12:03:08 transreid.train INFO: Epoch 51 done. Time per epoch: 19.880[s] Speed: 592.4[samples/s]
2024-05-10 12:03:09 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.905, Acc: 0.858, Base Lr: 2.42e-04
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2024-05-10 12:03:28 transreid.train INFO: Epoch 52 done. Time per epoch: 19.849[s] Speed: 593.3[samples/s]
2024-05-10 12:03:29 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.959, Acc: 0.839, Base Lr: 2.37e-04
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2024-05-10 12:03:47 transreid.train INFO: Epoch 53 done. Time per epoch: 19.886[s] Speed: 592.2[samples/s]
2024-05-10 12:03:49 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.885, Acc: 0.867, Base Lr: 2.32e-04
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2024-05-10 12:04:07 transreid.train INFO: Epoch 54 done. Time per epoch: 19.797[s] Speed: 594.8[samples/s]
2024-05-10 12:04:09 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.722, Acc: 0.878, Base Lr: 2.26e-04
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2024-05-10 12:04:27 transreid.train INFO: Epoch 55 done. Time per epoch: 19.317[s] Speed: 606.3[samples/s]
2024-05-10 12:04:28 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.839, Acc: 0.844, Base Lr: 2.21e-04
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2024-05-10 12:04:46 transreid.train INFO: Epoch 56 done. Time per epoch: 19.212[s] Speed: 609.6[samples/s]
2024-05-10 12:04:47 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.719, Acc: 0.894, Base Lr: 2.16e-04
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2024-05-10 12:05:05 transreid.train INFO: Epoch 57 done. Time per epoch: 19.475[s] Speed: 604.7[samples/s]
2024-05-10 12:05:07 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.813, Acc: 0.855, Base Lr: 2.11e-04
2024-05-10 12:05:08 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.718, Acc: 0.873, Base Lr: 2.11e-04
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2024-05-10 12:05:14 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.517, Acc: 0.930, Base Lr: 2.11e-04
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2024-05-10 12:05:16 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.485, Acc: 0.937, Base Lr: 2.11e-04
2024-05-10 12:05:17 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.470, Acc: 0.940, Base Lr: 2.11e-04
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2024-05-10 12:05:22 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.402, Acc: 0.953, Base Lr: 2.11e-04
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2024-05-10 12:05:25 transreid.train INFO: Epoch 58 done. Time per epoch: 19.343[s] Speed: 605.5[samples/s]
2024-05-10 12:05:26 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.771, Acc: 0.877, Base Lr: 2.06e-04
2024-05-10 12:05:27 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.696, Acc: 0.893, Base Lr: 2.06e-04
2024-05-10 12:05:28 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.662, Acc: 0.903, Base Lr: 2.06e-04
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2024-05-10 12:05:33 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.542, Acc: 0.928, Base Lr: 2.06e-04
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2024-05-10 12:05:35 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.490, Acc: 0.940, Base Lr: 2.06e-04
2024-05-10 12:05:36 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.473, Acc: 0.943, Base Lr: 2.06e-04
2024-05-10 12:05:37 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.457, Acc: 0.947, Base Lr: 2.06e-04
2024-05-10 12:05:39 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.438, Acc: 0.950, Base Lr: 2.06e-04
2024-05-10 12:05:40 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.423, Acc: 0.952, Base Lr: 2.06e-04
2024-05-10 12:05:41 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.409, Acc: 0.955, Base Lr: 2.06e-04
2024-05-10 12:05:42 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.396, Acc: 0.957, Base Lr: 2.06e-04
2024-05-10 12:05:43 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.382, Acc: 0.959, Base Lr: 2.06e-04
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2024-05-10 12:05:44 transreid.train INFO: Epoch 59 done. Time per epoch: 19.467[s] Speed: 604.9[samples/s]
2024-05-10 12:05:46 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.627, Acc: 0.919, Base Lr: 2.00e-04
2024-05-10 12:05:47 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.632, Acc: 0.916, Base Lr: 2.00e-04
2024-05-10 12:05:48 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.594, Acc: 0.924, Base Lr: 2.00e-04
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2024-05-10 12:05:52 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.497, Acc: 0.941, Base Lr: 2.00e-04
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2024-05-10 12:06:03 transreid.train INFO: Epoch 60 done. Time per epoch: 19.395[s] Speed: 603.9[samples/s]
2024-05-10 12:06:22 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 12:06:22 transreid.train INFO: mAP: 90.2%
2024-05-10 12:06:22 transreid.train INFO: CMC curve, Rank-1  :96.0%
2024-05-10 12:06:22 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-05-10 12:06:22 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-10 12:06:24 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.737, Acc: 0.894, Base Lr: 1.95e-04
2024-05-10 12:06:25 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.690, Acc: 0.897, Base Lr: 1.95e-04
2024-05-10 12:06:26 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.650, Acc: 0.910, Base Lr: 1.95e-04
2024-05-10 12:06:27 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.613, Acc: 0.918, Base Lr: 1.95e-04
2024-05-10 12:06:28 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.579, Acc: 0.926, Base Lr: 1.95e-04
2024-05-10 12:06:29 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.562, Acc: 0.929, Base Lr: 1.95e-04
2024-05-10 12:06:30 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.543, Acc: 0.934, Base Lr: 1.95e-04
2024-05-10 12:06:31 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.519, Acc: 0.939, Base Lr: 1.95e-04
2024-05-10 12:06:32 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.492, Acc: 0.943, Base Lr: 1.95e-04
2024-05-10 12:06:33 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.477, Acc: 0.946, Base Lr: 1.95e-04
2024-05-10 12:06:34 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.456, Acc: 0.950, Base Lr: 1.95e-04
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2024-05-10 12:06:38 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.395, Acc: 0.961, Base Lr: 1.95e-04
2024-05-10 12:06:39 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.382, Acc: 0.963, Base Lr: 1.95e-04
2024-05-10 12:06:40 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.369, Acc: 0.964, Base Lr: 1.95e-04
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2024-05-10 12:06:41 transreid.train INFO: Epoch 61 done. Time per epoch: 19.530[s] Speed: 603.0[samples/s]
2024-05-10 12:06:43 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.705, Acc: 0.892, Base Lr: 1.90e-04
2024-05-10 12:06:44 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.661, Acc: 0.908, Base Lr: 1.90e-04
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2024-05-10 12:06:48 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.550, Acc: 0.930, Base Lr: 1.90e-04
2024-05-10 12:06:49 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.528, Acc: 0.933, Base Lr: 1.90e-04
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2024-05-10 12:06:52 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.487, Acc: 0.941, Base Lr: 1.90e-04
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2024-05-10 12:06:57 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.398, Acc: 0.958, Base Lr: 1.90e-04
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2024-05-10 12:06:59 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.376, Acc: 0.962, Base Lr: 1.90e-04
2024-05-10 12:07:00 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.361, Acc: 0.964, Base Lr: 1.90e-04
2024-05-10 12:07:01 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.349, Acc: 0.965, Base Lr: 1.90e-04
2024-05-10 12:07:01 transreid.train INFO: Epoch 62 done. Time per epoch: 19.572[s] Speed: 598.4[samples/s]
2024-05-10 12:07:03 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.695, Acc: 0.894, Base Lr: 1.85e-04
2024-05-10 12:07:04 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.606, Acc: 0.916, Base Lr: 1.85e-04
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2024-05-10 12:07:20 transreid.train INFO: Epoch 63 done. Time per epoch: 19.397[s] Speed: 603.8[samples/s]
2024-05-10 12:07:22 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.679, Acc: 0.894, Base Lr: 1.80e-04
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2024-05-10 12:07:40 transreid.train INFO: Epoch 64 done. Time per epoch: 19.430[s] Speed: 602.8[samples/s]
2024-05-10 12:07:42 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.645, Acc: 0.919, Base Lr: 1.74e-04
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2024-05-10 12:07:59 transreid.train INFO: Epoch 65 done. Time per epoch: 19.470[s] Speed: 604.8[samples/s]
2024-05-10 12:08:01 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.546, Acc: 0.916, Base Lr: 1.69e-04
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2024-05-10 12:08:19 transreid.train INFO: Epoch 66 done. Time per epoch: 19.448[s] Speed: 602.2[samples/s]
2024-05-10 12:08:20 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.537, Acc: 0.930, Base Lr: 1.64e-04
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2024-05-10 12:08:38 transreid.train INFO: Epoch 67 done. Time per epoch: 19.587[s] Speed: 601.2[samples/s]
2024-05-10 12:08:40 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.478, Acc: 0.948, Base Lr: 1.59e-04
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2024-05-10 12:08:58 transreid.train INFO: Epoch 68 done. Time per epoch: 19.612[s] Speed: 597.2[samples/s]
2024-05-10 12:09:00 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.643, Acc: 0.914, Base Lr: 1.54e-04
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2024-05-10 12:09:18 transreid.train INFO: Epoch 69 done. Time per epoch: 19.509[s] Speed: 603.6[samples/s]
2024-05-10 12:09:19 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.582, Acc: 0.913, Base Lr: 1.49e-04
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2024-05-10 12:09:37 transreid.train INFO: Epoch 70 done. Time per epoch: 19.336[s] Speed: 605.7[samples/s]
2024-05-10 12:09:39 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.490, Acc: 0.936, Base Lr: 1.44e-04
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2024-05-10 12:09:56 transreid.train INFO: Epoch 71 done. Time per epoch: 19.450[s] Speed: 605.5[samples/s]
2024-05-10 12:09:58 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.521, Acc: 0.941, Base Lr: 1.39e-04
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2024-05-10 12:10:16 transreid.train INFO: Epoch 72 done. Time per epoch: 19.371[s] Speed: 604.6[samples/s]
2024-05-10 12:10:17 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.622, Acc: 0.903, Base Lr: 1.34e-04
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2024-05-10 12:10:35 transreid.train INFO: Epoch 73 done. Time per epoch: 19.490[s] Speed: 600.9[samples/s]
2024-05-10 12:10:37 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.504, Acc: 0.948, Base Lr: 1.29e-04
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2024-05-10 12:10:55 transreid.train INFO: Epoch 74 done. Time per epoch: 19.538[s] Speed: 599.4[samples/s]
2024-05-10 12:10:56 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.481, Acc: 0.959, Base Lr: 1.24e-04
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2024-05-10 12:11:14 transreid.train INFO: Epoch 75 done. Time per epoch: 19.430[s] Speed: 602.8[samples/s]
2024-05-10 12:11:16 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.550, Acc: 0.931, Base Lr: 1.19e-04
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2024-05-10 12:11:33 transreid.train INFO: Epoch 76 done. Time per epoch: 19.320[s] Speed: 606.2[samples/s]
2024-05-10 12:11:35 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.413, Acc: 0.964, Base Lr: 1.14e-04
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2024-05-10 12:11:53 transreid.train INFO: Epoch 77 done. Time per epoch: 19.334[s] Speed: 605.8[samples/s]
2024-05-10 12:11:54 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.511, Acc: 0.928, Base Lr: 1.10e-04
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2024-05-10 12:12:12 transreid.train INFO: Epoch 78 done. Time per epoch: 19.649[s] Speed: 596.1[samples/s]
2024-05-10 12:12:14 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.448, Acc: 0.948, Base Lr: 1.05e-04
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2024-05-10 12:12:18 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.388, Acc: 0.962, Base Lr: 1.05e-04
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2024-05-10 12:12:20 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.361, Acc: 0.967, Base Lr: 1.05e-04
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2024-05-10 12:12:22 transreid.train INFO: Epoch[79] Iter[90/186] Loss: 0.338, Acc: 0.969, Base Lr: 1.05e-04
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2024-05-10 12:12:27 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.288, Acc: 0.977, Base Lr: 1.05e-04
2024-05-10 12:12:28 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.277, Acc: 0.978, Base Lr: 1.05e-04
2024-05-10 12:12:29 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.269, Acc: 0.979, Base Lr: 1.05e-04
2024-05-10 12:12:30 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.260, Acc: 0.980, Base Lr: 1.05e-04
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2024-05-10 12:12:32 transreid.train INFO: Epoch 79 done. Time per epoch: 19.535[s] Speed: 602.8[samples/s]
2024-05-10 12:12:34 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.399, Acc: 0.966, Base Lr: 1.01e-04
2024-05-10 12:12:35 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.403, Acc: 0.955, Base Lr: 1.01e-04
2024-05-10 12:12:36 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.389, Acc: 0.959, Base Lr: 1.01e-04
2024-05-10 12:12:37 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.378, Acc: 0.961, Base Lr: 1.01e-04
2024-05-10 12:12:38 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.362, Acc: 0.967, Base Lr: 1.01e-04
2024-05-10 12:12:39 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.355, Acc: 0.969, Base Lr: 1.01e-04
2024-05-10 12:12:40 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.347, Acc: 0.970, Base Lr: 1.01e-04
2024-05-10 12:12:41 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.331, Acc: 0.972, Base Lr: 1.01e-04
2024-05-10 12:12:42 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.321, Acc: 0.974, Base Lr: 1.01e-04
2024-05-10 12:12:43 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.316, Acc: 0.975, Base Lr: 1.01e-04
2024-05-10 12:12:44 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.308, Acc: 0.976, Base Lr: 1.01e-04
2024-05-10 12:12:45 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.299, Acc: 0.977, Base Lr: 1.01e-04
2024-05-10 12:12:46 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.289, Acc: 0.978, Base Lr: 1.01e-04
2024-05-10 12:12:47 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.283, Acc: 0.979, Base Lr: 1.01e-04
2024-05-10 12:12:48 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.275, Acc: 0.979, Base Lr: 1.01e-04
2024-05-10 12:12:49 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.266, Acc: 0.980, Base Lr: 1.01e-04
2024-05-10 12:12:50 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.256, Acc: 0.981, Base Lr: 1.01e-04
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2024-05-10 12:12:51 transreid.train INFO: Epoch 80 done. Time per epoch: 19.371[s] Speed: 604.6[samples/s]
2024-05-10 12:13:10 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 12:13:10 transreid.train INFO: mAP: 90.8%
2024-05-10 12:13:10 transreid.train INFO: CMC curve, Rank-1  :96.1%
2024-05-10 12:13:10 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-05-10 12:13:10 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-10 12:13:12 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.446, Acc: 0.955, Base Lr: 9.61e-05
2024-05-10 12:13:13 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.401, Acc: 0.961, Base Lr: 9.61e-05
2024-05-10 12:13:14 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.396, Acc: 0.957, Base Lr: 9.61e-05
2024-05-10 12:13:15 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.410, Acc: 0.957, Base Lr: 9.61e-05
2024-05-10 12:13:16 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.395, Acc: 0.960, Base Lr: 9.61e-05
2024-05-10 12:13:17 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.376, Acc: 0.963, Base Lr: 9.61e-05
2024-05-10 12:13:18 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.356, Acc: 0.964, Base Lr: 9.61e-05
2024-05-10 12:13:19 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.346, Acc: 0.965, Base Lr: 9.61e-05
2024-05-10 12:13:20 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.333, Acc: 0.968, Base Lr: 9.61e-05
2024-05-10 12:13:21 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.319, Acc: 0.970, Base Lr: 9.61e-05
2024-05-10 12:13:22 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.309, Acc: 0.971, Base Lr: 9.61e-05
2024-05-10 12:13:23 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.296, Acc: 0.973, Base Lr: 9.61e-05
2024-05-10 12:13:24 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.285, Acc: 0.975, Base Lr: 9.61e-05
2024-05-10 12:13:25 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.276, Acc: 0.976, Base Lr: 9.61e-05
2024-05-10 12:13:26 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.267, Acc: 0.977, Base Lr: 9.61e-05
2024-05-10 12:13:27 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.257, Acc: 0.978, Base Lr: 9.61e-05
2024-05-10 12:13:28 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.250, Acc: 0.979, Base Lr: 9.61e-05
2024-05-10 12:13:29 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.242, Acc: 0.980, Base Lr: 9.61e-05
2024-05-10 12:13:30 transreid.train INFO: Epoch 81 done. Time per epoch: 19.775[s] Speed: 598.7[samples/s]
2024-05-10 12:13:32 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.437, Acc: 0.947, Base Lr: 9.17e-05
2024-05-10 12:13:33 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.416, Acc: 0.959, Base Lr: 9.17e-05
2024-05-10 12:13:34 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.415, Acc: 0.956, Base Lr: 9.17e-05
2024-05-10 12:13:35 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.404, Acc: 0.958, Base Lr: 9.17e-05
2024-05-10 12:13:36 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.385, Acc: 0.961, Base Lr: 9.17e-05
2024-05-10 12:13:37 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.369, Acc: 0.964, Base Lr: 9.17e-05
2024-05-10 12:13:38 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.349, Acc: 0.968, Base Lr: 9.17e-05
2024-05-10 12:13:39 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.339, Acc: 0.969, Base Lr: 9.17e-05
2024-05-10 12:13:40 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.325, Acc: 0.972, Base Lr: 9.17e-05
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2024-05-10 12:13:43 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.293, Acc: 0.977, Base Lr: 9.17e-05
2024-05-10 12:13:44 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.283, Acc: 0.978, Base Lr: 9.17e-05
2024-05-10 12:13:45 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.275, Acc: 0.979, Base Lr: 9.17e-05
2024-05-10 12:13:46 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.266, Acc: 0.980, Base Lr: 9.17e-05
2024-05-10 12:13:47 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.258, Acc: 0.981, Base Lr: 9.17e-05
2024-05-10 12:13:48 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.251, Acc: 0.982, Base Lr: 9.17e-05
2024-05-10 12:13:49 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.241, Acc: 0.983, Base Lr: 9.17e-05
2024-05-10 12:13:49 transreid.train INFO: Epoch 82 done. Time per epoch: 19.442[s] Speed: 602.4[samples/s]
2024-05-10 12:13:51 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.405, Acc: 0.969, Base Lr: 8.73e-05
2024-05-10 12:13:52 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.391, Acc: 0.964, Base Lr: 8.73e-05
2024-05-10 12:13:53 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.385, Acc: 0.965, Base Lr: 8.73e-05
2024-05-10 12:13:54 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.385, Acc: 0.965, Base Lr: 8.73e-05
2024-05-10 12:13:55 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.368, Acc: 0.967, Base Lr: 8.73e-05
2024-05-10 12:13:56 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.355, Acc: 0.968, Base Lr: 8.73e-05
2024-05-10 12:13:57 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.340, Acc: 0.971, Base Lr: 8.73e-05
2024-05-10 12:13:58 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.330, Acc: 0.972, Base Lr: 8.73e-05
2024-05-10 12:13:59 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.321, Acc: 0.973, Base Lr: 8.73e-05
2024-05-10 12:14:00 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.313, Acc: 0.974, Base Lr: 8.73e-05
2024-05-10 12:14:01 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.301, Acc: 0.976, Base Lr: 8.73e-05
2024-05-10 12:14:02 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.294, Acc: 0.977, Base Lr: 8.73e-05
2024-05-10 12:14:03 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.283, Acc: 0.978, Base Lr: 8.73e-05
2024-05-10 12:14:04 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.276, Acc: 0.979, Base Lr: 8.73e-05
2024-05-10 12:14:05 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.266, Acc: 0.980, Base Lr: 8.73e-05
2024-05-10 12:14:06 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.256, Acc: 0.981, Base Lr: 8.73e-05
2024-05-10 12:14:07 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.251, Acc: 0.982, Base Lr: 8.73e-05
2024-05-10 12:14:08 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.241, Acc: 0.983, Base Lr: 8.73e-05
2024-05-10 12:14:09 transreid.train INFO: Epoch 83 done. Time per epoch: 19.429[s] Speed: 606.1[samples/s]
2024-05-10 12:14:10 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.392, Acc: 0.959, Base Lr: 8.31e-05
2024-05-10 12:14:11 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.359, Acc: 0.968, Base Lr: 8.31e-05
2024-05-10 12:14:12 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.357, Acc: 0.971, Base Lr: 8.31e-05
2024-05-10 12:14:13 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.360, Acc: 0.973, Base Lr: 8.31e-05
2024-05-10 12:14:14 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.355, Acc: 0.972, Base Lr: 8.31e-05
2024-05-10 12:14:15 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.343, Acc: 0.972, Base Lr: 8.31e-05
2024-05-10 12:14:16 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.328, Acc: 0.975, Base Lr: 8.31e-05
2024-05-10 12:14:17 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.321, Acc: 0.973, Base Lr: 8.31e-05
2024-05-10 12:14:18 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.311, Acc: 0.974, Base Lr: 8.31e-05
2024-05-10 12:14:19 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.301, Acc: 0.976, Base Lr: 8.31e-05
2024-05-10 12:14:20 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.297, Acc: 0.976, Base Lr: 8.31e-05
2024-05-10 12:14:21 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.290, Acc: 0.977, Base Lr: 8.31e-05
2024-05-10 12:14:22 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.281, Acc: 0.978, Base Lr: 8.31e-05
2024-05-10 12:14:23 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.275, Acc: 0.979, Base Lr: 8.31e-05
2024-05-10 12:14:24 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.267, Acc: 0.980, Base Lr: 8.31e-05
2024-05-10 12:14:25 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.258, Acc: 0.981, Base Lr: 8.31e-05
2024-05-10 12:14:26 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.250, Acc: 0.982, Base Lr: 8.31e-05
2024-05-10 12:14:27 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.241, Acc: 0.983, Base Lr: 8.31e-05
2024-05-10 12:14:28 transreid.train INFO: Epoch 84 done. Time per epoch: 19.329[s] Speed: 605.9[samples/s]
2024-05-10 12:14:30 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.365, Acc: 0.973, Base Lr: 7.89e-05
2024-05-10 12:14:31 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.355, Acc: 0.971, Base Lr: 7.89e-05
2024-05-10 12:14:32 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.354, Acc: 0.972, Base Lr: 7.89e-05
2024-05-10 12:14:33 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.361, Acc: 0.972, Base Lr: 7.89e-05
2024-05-10 12:14:34 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.351, Acc: 0.974, Base Lr: 7.89e-05
2024-05-10 12:14:35 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.343, Acc: 0.975, Base Lr: 7.89e-05
2024-05-10 12:14:36 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.328, Acc: 0.977, Base Lr: 7.89e-05
2024-05-10 12:14:37 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.314, Acc: 0.978, Base Lr: 7.89e-05
2024-05-10 12:14:38 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.304, Acc: 0.978, Base Lr: 7.89e-05
2024-05-10 12:14:39 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.294, Acc: 0.980, Base Lr: 7.89e-05
2024-05-10 12:14:40 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.284, Acc: 0.980, Base Lr: 7.89e-05
2024-05-10 12:14:41 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.277, Acc: 0.980, Base Lr: 7.89e-05
2024-05-10 12:14:42 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.267, Acc: 0.982, Base Lr: 7.89e-05
2024-05-10 12:14:43 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.261, Acc: 0.982, Base Lr: 7.89e-05
2024-05-10 12:14:44 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.253, Acc: 0.983, Base Lr: 7.89e-05
2024-05-10 12:14:45 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.245, Acc: 0.984, Base Lr: 7.89e-05
2024-05-10 12:14:46 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.237, Acc: 0.984, Base Lr: 7.89e-05
2024-05-10 12:14:47 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.230, Acc: 0.985, Base Lr: 7.89e-05
2024-05-10 12:14:47 transreid.train INFO: Epoch 85 done. Time per epoch: 19.321[s] Speed: 606.2[samples/s]
2024-05-10 12:14:49 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.492, Acc: 0.938, Base Lr: 7.48e-05
2024-05-10 12:14:50 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.439, Acc: 0.954, Base Lr: 7.48e-05
2024-05-10 12:14:51 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.405, Acc: 0.959, Base Lr: 7.48e-05
2024-05-10 12:14:52 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.390, Acc: 0.960, Base Lr: 7.48e-05
2024-05-10 12:14:53 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.375, Acc: 0.962, Base Lr: 7.48e-05
2024-05-10 12:14:54 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.354, Acc: 0.966, Base Lr: 7.48e-05
2024-05-10 12:14:55 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.340, Acc: 0.970, Base Lr: 7.48e-05
2024-05-10 12:14:56 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.324, Acc: 0.972, Base Lr: 7.48e-05
2024-05-10 12:14:57 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.319, Acc: 0.972, Base Lr: 7.48e-05
2024-05-10 12:14:58 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.302, Acc: 0.974, Base Lr: 7.48e-05
2024-05-10 12:14:59 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.289, Acc: 0.976, Base Lr: 7.48e-05
2024-05-10 12:15:00 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.278, Acc: 0.977, Base Lr: 7.48e-05
2024-05-10 12:15:01 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.270, Acc: 0.978, Base Lr: 7.48e-05
2024-05-10 12:15:02 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.261, Acc: 0.979, Base Lr: 7.48e-05
2024-05-10 12:15:03 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.253, Acc: 0.980, Base Lr: 7.48e-05
2024-05-10 12:15:04 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.244, Acc: 0.981, Base Lr: 7.48e-05
2024-05-10 12:15:05 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.234, Acc: 0.983, Base Lr: 7.48e-05
2024-05-10 12:15:06 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.226, Acc: 0.983, Base Lr: 7.48e-05
2024-05-10 12:15:07 transreid.train INFO: Epoch 86 done. Time per epoch: 19.374[s] Speed: 604.5[samples/s]
2024-05-10 12:15:08 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.430, Acc: 0.959, Base Lr: 7.08e-05
2024-05-10 12:15:09 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.394, Acc: 0.966, Base Lr: 7.08e-05
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2024-05-10 12:15:26 transreid.train INFO: Epoch 87 done. Time per epoch: 19.452[s] Speed: 602.1[samples/s]
2024-05-10 12:15:28 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.381, Acc: 0.963, Base Lr: 6.68e-05
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2024-05-10 12:15:45 transreid.train INFO: Epoch 88 done. Time per epoch: 19.362[s] Speed: 604.9[samples/s]
2024-05-10 12:15:47 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.427, Acc: 0.948, Base Lr: 6.30e-05
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2024-05-10 12:16:05 transreid.train INFO: Epoch 89 done. Time per epoch: 19.535[s] Speed: 602.8[samples/s]
2024-05-10 12:16:07 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.382, Acc: 0.953, Base Lr: 5.93e-05
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2024-05-10 12:16:24 transreid.train INFO: Epoch 90 done. Time per epoch: 19.350[s] Speed: 605.3[samples/s]
2024-05-10 12:16:26 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.436, Acc: 0.969, Base Lr: 5.56e-05
2024-05-10 12:16:27 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.364, Acc: 0.970, Base Lr: 5.56e-05
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2024-05-10 12:16:32 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.332, Acc: 0.972, Base Lr: 5.56e-05
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2024-05-10 12:16:40 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.250, Acc: 0.981, Base Lr: 5.56e-05
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2024-05-10 12:16:44 transreid.train INFO: Epoch 91 done. Time per epoch: 19.458[s] Speed: 601.9[samples/s]
2024-05-10 12:16:45 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.425, Acc: 0.970, Base Lr: 5.21e-05
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2024-05-10 12:17:03 transreid.train INFO: Epoch 92 done. Time per epoch: 19.353[s] Speed: 605.2[samples/s]
2024-05-10 12:17:05 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.352, Acc: 0.964, Base Lr: 4.86e-05
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2024-05-10 12:17:12 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.307, Acc: 0.977, Base Lr: 4.86e-05
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2024-05-10 12:17:19 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.239, Acc: 0.984, Base Lr: 4.86e-05
2024-05-10 12:17:20 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.232, Acc: 0.985, Base Lr: 4.86e-05
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2024-05-10 12:17:22 transreid.train INFO: Epoch 93 done. Time per epoch: 19.311[s] Speed: 606.5[samples/s]
2024-05-10 12:17:24 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.348, Acc: 0.975, Base Lr: 4.53e-05
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2024-05-10 12:17:42 transreid.train INFO: Epoch 94 done. Time per epoch: 19.337[s] Speed: 605.7[samples/s]
2024-05-10 12:17:43 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.437, Acc: 0.969, Base Lr: 4.20e-05
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2024-05-10 12:18:01 transreid.train INFO: Epoch 95 done. Time per epoch: 19.516[s] Speed: 603.4[samples/s]
2024-05-10 12:18:03 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.395, Acc: 0.967, Base Lr: 3.89e-05
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2024-05-10 12:18:18 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.225, Acc: 0.986, Base Lr: 3.89e-05
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2024-05-10 12:18:21 transreid.train INFO: Epoch 96 done. Time per epoch: 19.405[s] Speed: 603.5[samples/s]
2024-05-10 12:18:22 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.398, Acc: 0.967, Base Lr: 3.59e-05
2024-05-10 12:18:23 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.361, Acc: 0.971, Base Lr: 3.59e-05
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2024-05-10 12:18:40 transreid.train INFO: Epoch 97 done. Time per epoch: 19.546[s] Speed: 602.5[samples/s]
2024-05-10 12:18:42 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.342, Acc: 0.967, Base Lr: 3.30e-05
2024-05-10 12:18:43 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.306, Acc: 0.979, Base Lr: 3.30e-05
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2024-05-10 12:19:00 transreid.train INFO: Epoch 98 done. Time per epoch: 19.467[s] Speed: 604.9[samples/s]
2024-05-10 12:19:01 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.314, Acc: 0.980, Base Lr: 3.02e-05
2024-05-10 12:19:02 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.343, Acc: 0.980, Base Lr: 3.02e-05
2024-05-10 12:19:03 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.331, Acc: 0.977, Base Lr: 3.02e-05
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2024-05-10 12:19:05 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.317, Acc: 0.978, Base Lr: 3.02e-05
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2024-05-10 12:19:16 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.235, Acc: 0.985, Base Lr: 3.02e-05
2024-05-10 12:19:17 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.228, Acc: 0.986, Base Lr: 3.02e-05
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2024-05-10 12:19:19 transreid.train INFO: Epoch 99 done. Time per epoch: 19.451[s] Speed: 605.4[samples/s]
2024-05-10 12:19:21 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.403, Acc: 0.961, Base Lr: 2.75e-05
2024-05-10 12:19:22 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.378, Acc: 0.960, Base Lr: 2.75e-05
2024-05-10 12:19:23 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.366, Acc: 0.965, Base Lr: 2.75e-05
2024-05-10 12:19:24 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.351, Acc: 0.967, Base Lr: 2.75e-05
2024-05-10 12:19:25 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.330, Acc: 0.970, Base Lr: 2.75e-05
2024-05-10 12:19:26 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.323, Acc: 0.971, Base Lr: 2.75e-05
2024-05-10 12:19:27 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.307, Acc: 0.973, Base Lr: 2.75e-05
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2024-05-10 12:19:30 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.278, Acc: 0.978, Base Lr: 2.75e-05
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2024-05-10 12:19:33 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.249, Acc: 0.982, Base Lr: 2.75e-05
2024-05-10 12:19:34 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.242, Acc: 0.982, Base Lr: 2.75e-05
2024-05-10 12:19:35 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.235, Acc: 0.983, Base Lr: 2.75e-05
2024-05-10 12:19:36 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.228, Acc: 0.983, Base Lr: 2.75e-05
2024-05-10 12:19:37 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.222, Acc: 0.984, Base Lr: 2.75e-05
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2024-05-10 12:19:39 transreid.train INFO: Epoch 100 done. Time per epoch: 19.516[s] Speed: 603.4[samples/s]
2024-05-10 12:19:57 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 12:19:57 transreid.train INFO: mAP: 91.2%
2024-05-10 12:19:57 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-05-10 12:19:57 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-10 12:19:57 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-10 12:19:59 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.377, Acc: 0.964, Base Lr: 2.50e-05
2024-05-10 12:20:00 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.395, Acc: 0.966, Base Lr: 2.50e-05
2024-05-10 12:20:01 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.368, Acc: 0.967, Base Lr: 2.50e-05
2024-05-10 12:20:02 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.337, Acc: 0.975, Base Lr: 2.50e-05
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2024-05-10 12:20:05 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.300, Acc: 0.978, Base Lr: 2.50e-05
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2024-05-10 12:20:07 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.279, Acc: 0.980, Base Lr: 2.50e-05
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2024-05-10 12:20:09 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.262, Acc: 0.982, Base Lr: 2.50e-05
2024-05-10 12:20:10 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.255, Acc: 0.982, Base Lr: 2.50e-05
2024-05-10 12:20:11 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.248, Acc: 0.983, Base Lr: 2.50e-05
2024-05-10 12:20:12 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.240, Acc: 0.984, Base Lr: 2.50e-05
2024-05-10 12:20:13 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.234, Acc: 0.984, Base Lr: 2.50e-05
2024-05-10 12:20:14 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.226, Acc: 0.985, Base Lr: 2.50e-05
2024-05-10 12:20:15 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.219, Acc: 0.986, Base Lr: 2.50e-05
2024-05-10 12:20:16 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.211, Acc: 0.986, Base Lr: 2.50e-05
2024-05-10 12:20:17 transreid.train INFO: Epoch 101 done. Time per epoch: 19.669[s] Speed: 595.5[samples/s]
2024-05-10 12:20:19 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.342, Acc: 0.955, Base Lr: 2.26e-05
2024-05-10 12:20:20 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.347, Acc: 0.961, Base Lr: 2.26e-05
2024-05-10 12:20:21 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.328, Acc: 0.968, Base Lr: 2.26e-05
2024-05-10 12:20:22 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.314, Acc: 0.972, Base Lr: 2.26e-05
2024-05-10 12:20:23 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.299, Acc: 0.976, Base Lr: 2.26e-05
2024-05-10 12:20:24 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.288, Acc: 0.979, Base Lr: 2.26e-05
2024-05-10 12:20:25 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.280, Acc: 0.980, Base Lr: 2.26e-05
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2024-05-10 12:20:28 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.258, Acc: 0.982, Base Lr: 2.26e-05
2024-05-10 12:20:29 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.253, Acc: 0.983, Base Lr: 2.26e-05
2024-05-10 12:20:30 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.245, Acc: 0.984, Base Lr: 2.26e-05
2024-05-10 12:20:31 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.235, Acc: 0.985, Base Lr: 2.26e-05
2024-05-10 12:20:32 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.228, Acc: 0.986, Base Lr: 2.26e-05
2024-05-10 12:20:33 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.220, Acc: 0.986, Base Lr: 2.26e-05
2024-05-10 12:20:34 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.214, Acc: 0.987, Base Lr: 2.26e-05
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2024-05-10 12:20:56 transreid.train INFO: Epoch 103 done. Time per epoch: 19.592[s] Speed: 601.1[samples/s]
2024-05-10 12:20:58 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.424, Acc: 0.955, Base Lr: 1.81e-05
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2024-05-10 12:21:16 transreid.train INFO: Epoch 104 done. Time per epoch: 19.502[s] Speed: 603.8[samples/s]
2024-05-10 12:21:17 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.398, Acc: 0.963, Base Lr: 1.60e-05
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2024-05-10 12:21:35 transreid.train INFO: Epoch 105 done. Time per epoch: 19.381[s] Speed: 604.3[samples/s]
2024-05-10 12:21:37 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.324, Acc: 0.973, Base Lr: 1.41e-05
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2024-05-10 12:21:54 transreid.train INFO: Epoch 106 done. Time per epoch: 19.373[s] Speed: 607.8[samples/s]
2024-05-10 12:21:56 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.358, Acc: 0.969, Base Lr: 1.22e-05
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2024-05-10 12:22:14 transreid.train INFO: Epoch 107 done. Time per epoch: 19.421[s] Speed: 606.3[samples/s]
2024-05-10 12:22:15 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.359, Acc: 0.969, Base Lr: 1.06e-05
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2024-05-10 12:22:33 transreid.train INFO: Epoch 108 done. Time per epoch: 19.517[s] Speed: 603.4[samples/s]
2024-05-10 12:22:35 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.379, Acc: 0.970, Base Lr: 9.02e-06
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2024-05-10 12:22:53 transreid.train INFO: Epoch 109 done. Time per epoch: 19.501[s] Speed: 603.9[samples/s]
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2024-05-10 12:23:12 transreid.train INFO: Epoch 110 done. Time per epoch: 19.524[s] Speed: 599.9[samples/s]
2024-05-10 12:23:14 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.414, Acc: 0.952, Base Lr: 6.31e-06
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2024-05-10 12:23:32 transreid.train INFO: Epoch 111 done. Time per epoch: 19.611[s] Speed: 600.5[samples/s]
2024-05-10 12:23:34 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.331, Acc: 0.975, Base Lr: 5.16e-06
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2024-05-10 12:23:51 transreid.train INFO: Epoch 112 done. Time per epoch: 19.583[s] Speed: 601.3[samples/s]
2024-05-10 12:23:54 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.438, Acc: 0.966, Base Lr: 4.14e-06
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2024-05-10 12:24:12 transreid.train INFO: Epoch 113 done. Time per epoch: 20.070[s] Speed: 583.5[samples/s]
2024-05-10 12:24:13 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.470, Acc: 0.969, Base Lr: 3.26e-06
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2024-05-10 12:24:31 transreid.train INFO: Epoch 114 done. Time per epoch: 19.410[s] Speed: 606.7[samples/s]
2024-05-10 12:24:33 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.376, Acc: 0.967, Base Lr: 2.51e-06
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2024-05-10 12:24:50 transreid.train INFO: Epoch 115 done. Time per epoch: 19.357[s] Speed: 605.0[samples/s]
2024-05-10 12:24:52 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.369, Acc: 0.972, Base Lr: 1.89e-06
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2024-05-10 12:25:10 transreid.train INFO: Epoch 116 done. Time per epoch: 19.471[s] Speed: 604.8[samples/s]
2024-05-10 12:25:11 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.393, Acc: 0.964, Base Lr: 1.42e-06
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2024-05-10 12:25:29 transreid.train INFO: Epoch 117 done. Time per epoch: 19.509[s] Speed: 603.6[samples/s]
2024-05-10 12:25:31 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.387, Acc: 0.963, Base Lr: 1.07e-06
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2024-05-10 12:25:44 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.237, Acc: 0.985, Base Lr: 1.07e-06
2024-05-10 12:25:45 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.230, Acc: 0.986, Base Lr: 1.07e-06
2024-05-10 12:25:46 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.222, Acc: 0.987, Base Lr: 1.07e-06
2024-05-10 12:25:47 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.214, Acc: 0.987, Base Lr: 1.07e-06
2024-05-10 12:25:48 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.209, Acc: 0.988, Base Lr: 1.07e-06
2024-05-10 12:25:49 transreid.train INFO: Epoch 118 done. Time per epoch: 19.484[s] Speed: 604.4[samples/s]
2024-05-10 12:25:50 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.382, Acc: 0.967, Base Lr: 8.68e-07
2024-05-10 12:25:51 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.341, Acc: 0.972, Base Lr: 8.68e-07
2024-05-10 12:25:53 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.318, Acc: 0.978, Base Lr: 8.68e-07
2024-05-10 12:25:54 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.319, Acc: 0.976, Base Lr: 8.68e-07
2024-05-10 12:25:55 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.314, Acc: 0.978, Base Lr: 8.68e-07
2024-05-10 12:25:56 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.303, Acc: 0.979, Base Lr: 8.68e-07
2024-05-10 12:25:57 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.290, Acc: 0.980, Base Lr: 8.68e-07
2024-05-10 12:25:58 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.280, Acc: 0.981, Base Lr: 8.68e-07
2024-05-10 12:25:59 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.275, Acc: 0.981, Base Lr: 8.68e-07
2024-05-10 12:26:00 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.272, Acc: 0.981, Base Lr: 8.68e-07
2024-05-10 12:26:01 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.263, Acc: 0.982, Base Lr: 8.68e-07
2024-05-10 12:26:02 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.254, Acc: 0.984, Base Lr: 8.68e-07
2024-05-10 12:26:03 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.244, Acc: 0.984, Base Lr: 8.68e-07
2024-05-10 12:26:04 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.236, Acc: 0.985, Base Lr: 8.68e-07
2024-05-10 12:26:05 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.231, Acc: 0.985, Base Lr: 8.68e-07
2024-05-10 12:26:06 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.223, Acc: 0.986, Base Lr: 8.68e-07
2024-05-10 12:26:07 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.218, Acc: 0.987, Base Lr: 8.68e-07
2024-05-10 12:26:08 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.210, Acc: 0.987, Base Lr: 8.68e-07
2024-05-10 12:26:08 transreid.train INFO: Epoch 119 done. Time per epoch: 19.700[s] Speed: 597.8[samples/s]
2024-05-10 12:26:10 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.319, Acc: 0.978, Base Lr: 8.00e-07
2024-05-10 12:26:11 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.312, Acc: 0.978, Base Lr: 8.00e-07
2024-05-10 12:26:12 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.305, Acc: 0.980, Base Lr: 8.00e-07
2024-05-10 12:26:13 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.314, Acc: 0.978, Base Lr: 8.00e-07
2024-05-10 12:26:14 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.302, Acc: 0.977, Base Lr: 8.00e-07
2024-05-10 12:26:15 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.294, Acc: 0.977, Base Lr: 8.00e-07
2024-05-10 12:26:16 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.283, Acc: 0.979, Base Lr: 8.00e-07
2024-05-10 12:26:17 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.272, Acc: 0.980, Base Lr: 8.00e-07
2024-05-10 12:26:18 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.262, Acc: 0.982, Base Lr: 8.00e-07
2024-05-10 12:26:19 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.255, Acc: 0.983, Base Lr: 8.00e-07
2024-05-10 12:26:20 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.252, Acc: 0.984, Base Lr: 8.00e-07
2024-05-10 12:26:21 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.246, Acc: 0.984, Base Lr: 8.00e-07
2024-05-10 12:26:22 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.237, Acc: 0.984, Base Lr: 8.00e-07
2024-05-10 12:26:23 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.230, Acc: 0.984, Base Lr: 8.00e-07
2024-05-10 12:26:25 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.222, Acc: 0.985, Base Lr: 8.00e-07
2024-05-10 12:26:26 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.215, Acc: 0.986, Base Lr: 8.00e-07
2024-05-10 12:26:27 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.207, Acc: 0.987, Base Lr: 8.00e-07
2024-05-10 12:26:28 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.200, Acc: 0.987, Base Lr: 8.00e-07
2024-05-10 12:26:28 transreid.train INFO: Epoch 120 done. Time per epoch: 19.666[s] Speed: 598.8[samples/s]
2024-05-10 12:26:47 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 12:26:47 transreid.train INFO: mAP: 91.2%
2024-05-10 12:26:47 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-05-10 12:26:47 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-10 12:26:47 transreid.train INFO: CMC curve, Rank-10 :99.1%
