2024-04-30 22:39:25 transreid INFO: Saving model in the path :log/transreid/market/resnet18_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 22:39:25 transreid INFO: Loaded configuration file configs/market/resnet18.yml
2024-04-30 22:39:25 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 1
  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: resnet18
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet18.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/resnet18_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-30 22:39:25 transreid.check INFO: Dataset statistics:
2024-04-30 22:39:25 transreid.check INFO:   ----------------------------------------
2024-04-30 22:39:25 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 22:39:25 transreid.check INFO:   ----------------------------------------
2024-04-30 22:39:25 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 22:39:25 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 22:39:25 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 22:39:25 transreid.check INFO:   ----------------------------------------
2024-04-30 22:39:27 transreid INFO: ===========using cosine learning rate=======
2024-04-30 22:39:27 transreid.train INFO: start training
2024-04-30 22:39:32 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.518, Acc: 0.006, Base Lr: 4.76e-04
2024-04-30 22:39:33 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.474, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:34 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.370, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:35 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.309, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:36 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.259, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:38 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.232, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:39 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.196, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:40 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.169, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:41 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.135, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:42 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.109, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:43 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.083, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:44 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.063, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:45 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.039, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:46 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.020, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:47 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.007, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:39:48 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.986, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:49 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.971, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:50 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.953, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:39:51 transreid.train INFO: Epoch 1 done. Time per epoch: 23.851[s] Speed: 491.1[samples/s]
2024-04-30 22:39:53 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.637, Acc: 0.011, Base Lr: 8.72e-04
2024-04-30 22:39:54 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.607, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 22:39:55 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.578, Acc: 0.027, Base Lr: 8.72e-04
2024-04-30 22:39:56 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.558, Acc: 0.027, Base Lr: 8.72e-04
2024-04-30 22:39:57 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.545, Acc: 0.026, Base Lr: 8.72e-04
2024-04-30 22:39:58 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.512, Acc: 0.028, Base Lr: 8.72e-04
2024-04-30 22:39:59 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.487, Acc: 0.030, Base Lr: 8.72e-04
2024-04-30 22:40:00 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.468, Acc: 0.031, Base Lr: 8.72e-04
2024-04-30 22:40:01 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.442, Acc: 0.033, Base Lr: 8.72e-04
2024-04-30 22:40:02 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.422, Acc: 0.036, Base Lr: 8.72e-04
2024-04-30 22:40:03 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.408, Acc: 0.039, Base Lr: 8.72e-04
2024-04-30 22:40:05 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.390, Acc: 0.041, Base Lr: 8.72e-04
2024-04-30 22:40:06 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.369, Acc: 0.047, Base Lr: 8.72e-04
2024-04-30 22:40:07 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.350, Acc: 0.051, Base Lr: 8.72e-04
2024-04-30 22:40:08 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.334, Acc: 0.057, Base Lr: 8.72e-04
2024-04-30 22:40:09 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.314, Acc: 0.062, Base Lr: 8.72e-04
2024-04-30 22:40:10 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.292, Acc: 0.066, Base Lr: 8.72e-04
2024-04-30 22:40:11 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.273, Acc: 0.078, Base Lr: 8.72e-04
2024-04-30 22:40:11 transreid.train INFO: Epoch 2 done. Time per epoch: 20.618[s] Speed: 568.0[samples/s]
2024-04-30 22:40:13 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.028, Acc: 0.019, Base Lr: 1.27e-03
2024-04-30 22:40:14 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.942, Acc: 0.040, Base Lr: 1.27e-03
2024-04-30 22:40:15 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.957, Acc: 0.039, Base Lr: 1.27e-03
2024-04-30 22:40:16 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.925, Acc: 0.042, Base Lr: 1.27e-03
2024-04-30 22:40:18 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.881, Acc: 0.052, Base Lr: 1.27e-03
2024-04-30 22:40:19 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.868, Acc: 0.051, Base Lr: 1.27e-03
2024-04-30 22:40:20 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.839, Acc: 0.051, Base Lr: 1.27e-03
2024-04-30 22:40:21 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.819, Acc: 0.054, Base Lr: 1.27e-03
2024-04-30 22:40:22 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.793, Acc: 0.058, Base Lr: 1.27e-03
2024-04-30 22:40:23 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.761, Acc: 0.065, Base Lr: 1.27e-03
2024-04-30 22:40:24 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.740, Acc: 0.068, Base Lr: 1.27e-03
2024-04-30 22:40:25 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.717, Acc: 0.072, Base Lr: 1.27e-03
2024-04-30 22:40:26 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.703, Acc: 0.074, Base Lr: 1.27e-03
2024-04-30 22:40:27 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.677, Acc: 0.078, Base Lr: 1.27e-03
2024-04-30 22:40:28 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.652, Acc: 0.084, Base Lr: 1.27e-03
2024-04-30 22:40:30 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.627, Acc: 0.089, Base Lr: 1.27e-03
2024-04-30 22:40:31 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.598, Acc: 0.095, Base Lr: 1.27e-03
2024-04-30 22:40:32 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.559, Acc: 0.107, Base Lr: 1.27e-03
2024-04-30 22:40:32 transreid.train INFO: Epoch 3 done. Time per epoch: 20.662[s] Speed: 566.8[samples/s]
2024-04-30 22:40:34 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.294, Acc: 0.042, Base Lr: 1.66e-03
2024-04-30 22:40:35 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.200, Acc: 0.040, Base Lr: 1.66e-03
2024-04-30 22:40:36 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.176, Acc: 0.046, Base Lr: 1.66e-03
2024-04-30 22:40:37 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.165, Acc: 0.044, Base Lr: 1.66e-03
2024-04-30 22:40:38 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.161, Acc: 0.048, Base Lr: 1.66e-03
2024-04-30 22:40:39 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.119, Acc: 0.054, Base Lr: 1.66e-03
2024-04-30 22:40:40 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.090, Acc: 0.058, Base Lr: 1.66e-03
2024-04-30 22:40:41 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.059, Acc: 0.058, Base Lr: 1.66e-03
2024-04-30 22:40:42 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.032, Acc: 0.063, Base Lr: 1.66e-03
2024-04-30 22:40:43 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.008, Acc: 0.069, Base Lr: 1.66e-03
2024-04-30 22:40:45 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.971, Acc: 0.073, Base Lr: 1.66e-03
2024-04-30 22:40:46 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.933, Acc: 0.079, Base Lr: 1.66e-03
2024-04-30 22:40:47 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.883, Acc: 0.085, Base Lr: 1.66e-03
2024-04-30 22:40:48 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.840, Acc: 0.092, Base Lr: 1.66e-03
2024-04-30 22:40:49 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.795, Acc: 0.096, Base Lr: 1.66e-03
2024-04-30 22:40:50 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.742, Acc: 0.104, Base Lr: 1.66e-03
2024-04-30 22:40:51 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.681, Acc: 0.114, Base Lr: 1.66e-03
2024-04-30 22:40:52 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.613, Acc: 0.129, Base Lr: 1.66e-03
2024-04-30 22:40:53 transreid.train INFO: Epoch 4 done. Time per epoch: 20.410[s] Speed: 573.8[samples/s]
2024-04-30 22:40:54 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.602, Acc: 0.048, Base Lr: 2.06e-03
2024-04-30 22:40:55 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.552, Acc: 0.047, Base Lr: 2.06e-03
2024-04-30 22:40:56 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.504, Acc: 0.051, Base Lr: 2.06e-03
2024-04-30 22:40:57 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.457, Acc: 0.051, Base Lr: 2.06e-03
2024-04-30 22:40:58 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.373, Acc: 0.065, Base Lr: 2.06e-03
2024-04-30 22:41:00 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.306, Acc: 0.076, Base Lr: 2.06e-03
2024-04-30 22:41:01 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.251, Acc: 0.085, Base Lr: 2.06e-03
2024-04-30 22:41:02 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.181, Acc: 0.102, Base Lr: 2.06e-03
2024-04-30 22:41:03 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.133, Acc: 0.112, Base Lr: 2.06e-03
2024-04-30 22:41:04 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.066, Acc: 0.124, Base Lr: 2.06e-03
2024-04-30 22:41:05 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.031, Acc: 0.127, Base Lr: 2.06e-03
2024-04-30 22:41:06 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.996, Acc: 0.133, Base Lr: 2.06e-03
2024-04-30 22:41:07 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.964, Acc: 0.138, Base Lr: 2.06e-03
2024-04-30 22:41:08 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.910, Acc: 0.145, Base Lr: 2.06e-03
2024-04-30 22:41:09 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.846, Acc: 0.157, Base Lr: 2.06e-03
2024-04-30 22:41:10 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.778, Acc: 0.165, Base Lr: 2.06e-03
2024-04-30 22:41:12 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.694, Acc: 0.178, Base Lr: 2.06e-03
2024-04-30 22:41:13 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.599, Acc: 0.198, Base Lr: 2.06e-03
2024-04-30 22:41:13 transreid.train INFO: Epoch 5 done. Time per epoch: 20.588[s] Speed: 572.0[samples/s]
2024-04-30 22:41:15 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.719, Acc: 0.077, Base Lr: 2.46e-03
2024-04-30 22:41:16 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.650, Acc: 0.089, Base Lr: 2.46e-03
2024-04-30 22:41:17 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.712, Acc: 0.091, Base Lr: 2.46e-03
2024-04-30 22:41:18 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.619, Acc: 0.104, Base Lr: 2.46e-03
2024-04-30 22:41:19 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.563, Acc: 0.119, Base Lr: 2.46e-03
2024-04-30 22:41:20 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.497, Acc: 0.131, Base Lr: 2.46e-03
2024-04-30 22:41:21 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.443, Acc: 0.141, Base Lr: 2.46e-03
2024-04-30 22:41:22 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.381, Acc: 0.156, Base Lr: 2.46e-03
2024-04-30 22:41:24 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.306, Acc: 0.172, Base Lr: 2.46e-03
2024-04-30 22:41:25 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.273, Acc: 0.178, Base Lr: 2.46e-03
2024-04-30 22:41:26 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.212, Acc: 0.190, Base Lr: 2.46e-03
2024-04-30 22:41:27 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.151, Acc: 0.202, Base Lr: 2.46e-03
2024-04-30 22:41:28 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 5.110, Acc: 0.214, Base Lr: 2.46e-03
2024-04-30 22:41:29 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.047, Acc: 0.226, Base Lr: 2.46e-03
2024-04-30 22:41:30 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.971, Acc: 0.240, Base Lr: 2.46e-03
2024-04-30 22:41:31 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.891, Acc: 0.256, Base Lr: 2.46e-03
2024-04-30 22:41:32 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.794, Acc: 0.275, Base Lr: 2.46e-03
2024-04-30 22:41:33 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.688, Acc: 0.297, Base Lr: 2.46e-03
2024-04-30 22:41:34 transreid.train INFO: Epoch 6 done. Time per epoch: 20.688[s] Speed: 566.1[samples/s]
2024-04-30 22:41:35 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 5.135, Acc: 0.169, Base Lr: 2.85e-03
2024-04-30 22:41:37 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 5.054, Acc: 0.178, Base Lr: 2.85e-03
2024-04-30 22:41:38 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.953, Acc: 0.192, Base Lr: 2.85e-03
2024-04-30 22:41:39 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.902, Acc: 0.207, Base Lr: 2.85e-03
2024-04-30 22:41:40 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.813, Acc: 0.222, Base Lr: 2.85e-03
2024-04-30 22:41:41 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.704, Acc: 0.238, Base Lr: 2.85e-03
2024-04-30 22:41:42 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.598, Acc: 0.262, Base Lr: 2.85e-03
2024-04-30 22:41:43 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.543, Acc: 0.275, Base Lr: 2.85e-03
2024-04-30 22:41:45 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.478, Acc: 0.290, Base Lr: 2.85e-03
2024-04-30 22:41:46 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.417, Acc: 0.302, Base Lr: 2.85e-03
2024-04-30 22:41:47 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.392, Acc: 0.309, Base Lr: 2.85e-03
2024-04-30 22:41:48 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.339, Acc: 0.318, Base Lr: 2.85e-03
2024-04-30 22:41:49 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.285, Acc: 0.330, Base Lr: 2.85e-03
2024-04-30 22:41:50 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 4.209, Acc: 0.344, Base Lr: 2.85e-03
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2024-04-30 22:41:55 transreid.train INFO: Epoch 7 done. Time per epoch: 21.187[s] Speed: 552.8[samples/s]
2024-04-30 22:41:57 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.274, Acc: 0.308, Base Lr: 3.25e-03
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2024-04-30 22:42:16 transreid.train INFO: Epoch 8 done. Time per epoch: 21.163[s] Speed: 553.4[samples/s]
2024-04-30 22:42:18 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.869, Acc: 0.367, Base Lr: 3.64e-03
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2024-04-30 22:42:38 transreid.train INFO: Epoch 9 done. Time per epoch: 21.407[s] Speed: 550.1[samples/s]
2024-04-30 22:42:39 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.970, Acc: 0.472, Base Lr: 4.04e-03
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2024-04-30 22:42:59 transreid.train INFO: Epoch 10 done. Time per epoch: 21.127[s] Speed: 554.4[samples/s]
2024-04-30 22:43:00 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.681, Acc: 0.545, Base Lr: 4.44e-03
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2024-04-30 22:43:20 transreid.train INFO: Epoch 11 done. Time per epoch: 21.385[s] Speed: 547.7[samples/s]
2024-04-30 22:43:22 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.307, Acc: 0.586, Base Lr: 4.83e-03
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2024-04-30 22:43:41 transreid.train INFO: Epoch 12 done. Time per epoch: 21.307[s] Speed: 549.7[samples/s]
2024-04-30 22:43:43 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.312, Acc: 0.619, Base Lr: 5.23e-03
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2024-04-30 22:44:03 transreid.train INFO: Epoch 13 done. Time per epoch: 21.280[s] Speed: 550.4[samples/s]
2024-04-30 22:44:04 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.724, Acc: 0.697, Base Lr: 5.62e-03
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2024-04-30 22:44:24 transreid.train INFO: Epoch 14 done. Time per epoch: 21.312[s] Speed: 552.6[samples/s]
2024-04-30 22:44:26 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.417, Acc: 0.766, Base Lr: 6.02e-03
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2024-04-30 22:44:45 transreid.train INFO: Epoch 15 done. Time per epoch: 21.055[s] Speed: 556.3[samples/s]
2024-04-30 22:44:47 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.169, Acc: 0.788, Base Lr: 6.42e-03
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2024-04-30 22:45:06 transreid.train INFO: Epoch 16 done. Time per epoch: 21.390[s] Speed: 547.6[samples/s]
2024-04-30 22:45:08 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.915, Acc: 0.880, Base Lr: 6.81e-03
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2024-04-30 22:45:27 transreid.train INFO: Epoch 17 done. Time per epoch: 21.089[s] Speed: 555.4[samples/s]
2024-04-30 22:45:29 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.808, Acc: 0.880, Base Lr: 7.21e-03
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2024-04-30 22:45:49 transreid.train INFO: Epoch 18 done. Time per epoch: 21.529[s] Speed: 544.0[samples/s]
2024-04-30 22:45:51 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.696, Acc: 0.886, Base Lr: 7.60e-03
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2024-04-30 22:46:11 transreid.train INFO: Epoch 19 done. Time per epoch: 21.578[s] Speed: 545.7[samples/s]
2024-04-30 22:46:12 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.599, Acc: 0.911, Base Lr: 7.47e-03
2024-04-30 22:46:13 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.584, Acc: 0.916, Base Lr: 7.47e-03
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2024-04-30 22:46:32 transreid.train INFO: Epoch 20 done. Time per epoch: 21.251[s] Speed: 551.1[samples/s]
2024-04-30 22:46:52 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 22:46:52 transreid.train INFO: mAP: 68.6%
2024-04-30 22:46:52 transreid.train INFO: CMC curve, Rank-1  :85.2%
2024-04-30 22:46:52 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-04-30 22:46:52 transreid.train INFO: CMC curve, Rank-10 :96.6%
2024-04-30 22:46:54 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.644, Acc: 0.922, Base Lr: 7.41e-03
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2024-04-30 22:47:13 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.430, Acc: 0.954, Base Lr: 7.41e-03
2024-04-30 22:47:13 transreid.train INFO: Epoch 21 done. Time per epoch: 20.841[s] Speed: 565.0[samples/s]
2024-04-30 22:47:15 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.557, Acc: 0.938, Base Lr: 7.36e-03
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2024-04-30 22:47:32 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.402, Acc: 0.960, Base Lr: 7.36e-03
2024-04-30 22:47:33 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.397, Acc: 0.961, Base Lr: 7.36e-03
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2024-04-30 22:47:34 transreid.train INFO: Epoch 22 done. Time per epoch: 21.159[s] Speed: 553.5[samples/s]
2024-04-30 22:47:36 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.443, Acc: 0.938, Base Lr: 7.30e-03
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2024-04-30 22:47:56 transreid.train INFO: Epoch 23 done. Time per epoch: 21.281[s] Speed: 550.4[samples/s]
2024-04-30 22:47:57 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.426, Acc: 0.938, Base Lr: 7.24e-03
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2024-04-30 22:48:17 transreid.train INFO: Epoch 24 done. Time per epoch: 21.723[s] Speed: 542.1[samples/s]
2024-04-30 22:48:19 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.344, Acc: 0.964, Base Lr: 7.18e-03
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2024-04-30 22:48:39 transreid.train INFO: Epoch 25 done. Time per epoch: 21.272[s] Speed: 550.6[samples/s]
2024-04-30 22:48:40 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.360, Acc: 0.969, Base Lr: 7.11e-03
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2024-04-30 22:49:00 transreid.train INFO: Epoch 26 done. Time per epoch: 21.792[s] Speed: 537.4[samples/s]
2024-04-30 22:49:02 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.356, Acc: 0.948, Base Lr: 7.04e-03
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2024-04-30 22:49:22 transreid.train INFO: Epoch 27 done. Time per epoch: 21.211[s] Speed: 552.2[samples/s]
2024-04-30 22:49:23 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.232, Acc: 0.984, Base Lr: 6.97e-03
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2024-04-30 22:49:43 transreid.train INFO: Epoch 28 done. Time per epoch: 20.915[s] Speed: 560.0[samples/s]
2024-04-30 22:49:44 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.270, Acc: 0.972, Base Lr: 6.90e-03
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2024-04-30 22:50:04 transreid.train INFO: Epoch 29 done. Time per epoch: 21.069[s] Speed: 555.9[samples/s]
2024-04-30 22:50:05 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.273, Acc: 0.972, Base Lr: 6.83e-03
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2024-04-30 22:50:25 transreid.train INFO: Epoch 30 done. Time per epoch: 21.111[s] Speed: 557.8[samples/s]
2024-04-30 22:50:26 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.208, Acc: 0.978, Base Lr: 6.76e-03
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2024-04-30 22:50:39 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 0.227, Acc: 0.982, Base Lr: 6.76e-03
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2024-04-30 22:50:46 transreid.train INFO: Epoch 31 done. Time per epoch: 21.012[s] Speed: 554.3[samples/s]
2024-04-30 22:50:47 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.272, Acc: 0.977, Base Lr: 6.68e-03
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2024-04-30 22:51:07 transreid.train INFO: Epoch 32 done. Time per epoch: 20.921[s] Speed: 559.8[samples/s]
2024-04-30 22:51:08 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.233, Acc: 0.973, Base Lr: 6.60e-03
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2024-04-30 22:51:28 transreid.train INFO: Epoch 33 done. Time per epoch: 21.230[s] Speed: 554.7[samples/s]
2024-04-30 22:51:30 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.211, Acc: 0.983, Base Lr: 6.52e-03
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2024-04-30 22:51:49 transreid.train INFO: Epoch 34 done. Time per epoch: 21.264[s] Speed: 553.8[samples/s]
2024-04-30 22:51:51 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.202, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 22:51:52 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.220, Acc: 0.980, Base Lr: 6.44e-03
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2024-04-30 22:52:11 transreid.train INFO: Epoch 35 done. Time per epoch: 21.677[s] Speed: 543.2[samples/s]
2024-04-30 22:52:12 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.155, Acc: 0.981, Base Lr: 6.35e-03
2024-04-30 22:52:14 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.189, Acc: 0.980, Base Lr: 6.35e-03
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2024-04-30 22:52:17 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.184, Acc: 0.983, Base Lr: 6.35e-03
2024-04-30 22:52:18 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.180, Acc: 0.984, Base Lr: 6.35e-03
2024-04-30 22:52:19 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.176, Acc: 0.986, Base Lr: 6.35e-03
2024-04-30 22:52:20 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.178, Acc: 0.985, Base Lr: 6.35e-03
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2024-04-30 22:52:32 transreid.train INFO: Epoch 36 done. Time per epoch: 21.128[s] Speed: 557.4[samples/s]
2024-04-30 22:52:34 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.229, Acc: 0.970, Base Lr: 6.27e-03
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2024-04-30 22:52:53 transreid.train INFO: Epoch 37 done. Time per epoch: 21.493[s] Speed: 547.9[samples/s]
2024-04-30 22:52:55 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.171, Acc: 0.984, Base Lr: 6.18e-03
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2024-04-30 22:53:14 transreid.train INFO: Epoch 38 done. Time per epoch: 20.954[s] Speed: 559.0[samples/s]
2024-04-30 22:53:16 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.266, Acc: 0.977, Base Lr: 6.09e-03
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2024-04-30 22:53:23 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.174, Acc: 0.986, Base Lr: 6.09e-03
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2024-04-30 22:53:27 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.170, Acc: 0.987, Base Lr: 6.09e-03
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2024-04-30 22:53:32 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.160, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 22:53:33 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.159, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 22:53:34 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.155, Acc: 0.988, Base Lr: 6.09e-03
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2024-04-30 22:53:36 transreid.train INFO: Epoch 39 done. Time per epoch: 21.296[s] Speed: 550.0[samples/s]
2024-04-30 22:53:37 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.167, Acc: 0.986, Base Lr: 6.00e-03
2024-04-30 22:53:38 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.167, Acc: 0.987, Base Lr: 6.00e-03
2024-04-30 22:53:40 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.168, Acc: 0.985, Base Lr: 6.00e-03
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2024-04-30 22:53:43 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.169, Acc: 0.985, Base Lr: 6.00e-03
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2024-04-30 22:53:48 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.159, Acc: 0.987, Base Lr: 6.00e-03
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2024-04-30 22:53:51 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.154, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 22:53:52 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.152, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 22:53:53 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.150, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 22:53:54 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.151, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 22:53:56 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.150, Acc: 0.988, Base Lr: 6.00e-03
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2024-04-30 22:53:57 transreid.train INFO: Epoch 40 done. Time per epoch: 21.392[s] Speed: 547.5[samples/s]
2024-04-30 22:54:14 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 22:54:14 transreid.train INFO: mAP: 73.8%
2024-04-30 22:54:14 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-04-30 22:54:14 transreid.train INFO: CMC curve, Rank-5  :96.2%
2024-04-30 22:54:14 transreid.train INFO: CMC curve, Rank-10 :97.5%
2024-04-30 22:54:16 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.151, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 22:54:17 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.143, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:18 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.136, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 22:54:19 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.132, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 22:54:20 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.128, Acc: 0.993, Base Lr: 5.91e-03
2024-04-30 22:54:21 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.132, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 22:54:22 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.135, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 22:54:24 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.139, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:25 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.138, Acc: 0.990, Base Lr: 5.91e-03
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2024-04-30 22:54:27 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.139, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:28 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.137, Acc: 0.990, Base Lr: 5.91e-03
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2024-04-30 22:54:30 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.139, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:31 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.138, Acc: 0.989, Base Lr: 5.91e-03
2024-04-30 22:54:32 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.138, Acc: 0.989, Base Lr: 5.91e-03
2024-04-30 22:54:33 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.137, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:35 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.134, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 22:54:35 transreid.train INFO: Epoch 41 done. Time per epoch: 20.807[s] Speed: 566.0[samples/s]
2024-04-30 22:54:37 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.164, Acc: 0.983, Base Lr: 5.82e-03
2024-04-30 22:54:38 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.176, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 22:54:39 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.170, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 22:54:40 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.159, Acc: 0.987, Base Lr: 5.82e-03
2024-04-30 22:54:41 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.160, Acc: 0.987, Base Lr: 5.82e-03
2024-04-30 22:54:42 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.150, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 22:54:43 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.148, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 22:54:44 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.143, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 22:54:45 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.146, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 22:54:46 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.144, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 22:54:48 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.145, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 22:54:49 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.141, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 22:54:50 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.141, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 22:54:51 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.142, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 22:54:52 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.139, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 22:54:53 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.138, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 22:54:54 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.136, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 22:54:55 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.133, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 22:54:56 transreid.train INFO: Epoch 42 done. Time per epoch: 20.889[s] Speed: 563.7[samples/s]
2024-04-30 22:54:58 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.112, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:54:59 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.120, Acc: 0.992, Base Lr: 5.73e-03
2024-04-30 22:55:00 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.121, Acc: 0.992, Base Lr: 5.73e-03
2024-04-30 22:55:01 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.117, Acc: 0.993, Base Lr: 5.73e-03
2024-04-30 22:55:02 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.117, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:03 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.119, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:05 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 22:55:06 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 22:55:08 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.117, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:10 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 22:55:13 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.117, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 22:55:15 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.73e-03
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2024-04-30 22:55:20 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.117, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:22 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.114, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:24 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.113, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:27 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.112, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:29 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.73e-03
2024-04-30 22:55:30 transreid.train INFO: Epoch 43 done. Time per epoch: 34.029[s] Speed: 346.1[samples/s]
2024-04-30 22:55:33 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.135, Acc: 0.988, Base Lr: 5.63e-03
2024-04-30 22:55:35 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.131, Acc: 0.988, Base Lr: 5.63e-03
2024-04-30 22:55:37 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.125, Acc: 0.990, Base Lr: 5.63e-03
2024-04-30 22:55:40 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.126, Acc: 0.990, Base Lr: 5.63e-03
2024-04-30 22:55:42 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:55:44 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.126, Acc: 0.992, Base Lr: 5.63e-03
2024-04-30 22:55:46 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:55:49 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.124, Acc: 0.991, Base Lr: 5.63e-03
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2024-04-30 22:55:53 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:55:55 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.127, Acc: 0.990, Base Lr: 5.63e-03
2024-04-30 22:55:58 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.124, Acc: 0.990, Base Lr: 5.63e-03
2024-04-30 22:56:00 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:56:02 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:56:05 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:56:07 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.63e-03
2024-04-30 22:56:09 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.119, Acc: 0.991, Base Lr: 5.63e-03
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2024-04-30 22:56:12 transreid.train INFO: Epoch 44 done. Time per epoch: 42.526[s] Speed: 276.9[samples/s]
2024-04-30 22:56:15 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.152, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 22:56:17 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.132, Acc: 0.993, Base Lr: 5.54e-03
2024-04-30 22:56:20 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.125, Acc: 0.994, Base Lr: 5.54e-03
2024-04-30 22:56:22 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.130, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 22:56:24 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.140, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:26 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.141, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 22:56:29 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.138, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 22:56:31 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.136, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:33 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.136, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:35 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.133, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:38 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.132, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:40 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.54e-03
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2024-04-30 22:56:44 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.126, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:47 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 22:56:49 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.122, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 22:56:52 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.119, Acc: 0.992, Base Lr: 5.54e-03
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2024-04-30 22:56:55 transreid.train INFO: Epoch 45 done. Time per epoch: 42.204[s] Speed: 277.5[samples/s]
2024-04-30 22:56:58 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.112, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 22:57:00 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.119, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:02 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.119, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:04 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.112, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 22:57:06 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.115, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 22:57:09 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.122, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 22:57:10 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:13 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.124, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:15 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:17 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:19 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:22 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:24 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:26 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:29 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 22:57:31 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.120, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 22:57:33 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.119, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 22:57:35 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.118, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 22:57:36 transreid.train INFO: Epoch 46 done. Time per epoch: 41.356[s] Speed: 283.2[samples/s]
2024-04-30 22:57:39 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.126, Acc: 0.991, Base Lr: 5.34e-03
2024-04-30 22:57:41 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.150, Acc: 0.987, Base Lr: 5.34e-03
2024-04-30 22:57:43 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.137, Acc: 0.988, Base Lr: 5.34e-03
2024-04-30 22:57:46 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.132, Acc: 0.988, Base Lr: 5.34e-03
2024-04-30 22:57:48 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.125, Acc: 0.989, Base Lr: 5.34e-03
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2024-04-30 22:57:53 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.122, Acc: 0.990, Base Lr: 5.34e-03
2024-04-30 22:57:55 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.34e-03
2024-04-30 22:57:57 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.122, Acc: 0.990, Base Lr: 5.34e-03
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2024-04-30 22:58:19 transreid.train INFO: Epoch 47 done. Time per epoch: 42.500[s] Speed: 277.1[samples/s]
2024-04-30 22:58:21 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.161, Acc: 0.989, Base Lr: 5.24e-03
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2024-04-30 22:59:00 transreid.train INFO: Epoch 48 done. Time per epoch: 41.476[s] Speed: 283.9[samples/s]
2024-04-30 22:59:03 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.147, Acc: 0.978, Base Lr: 5.14e-03
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2024-04-30 22:59:43 transreid.train INFO: Epoch 49 done. Time per epoch: 42.639[s] Speed: 274.7[samples/s]
2024-04-30 22:59:46 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.135, Acc: 0.988, Base Lr: 5.04e-03
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2024-04-30 23:00:25 transreid.train INFO: Epoch 50 done. Time per epoch: 42.395[s] Speed: 277.8[samples/s]
2024-04-30 23:00:28 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.123, Acc: 0.989, Base Lr: 4.94e-03
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2024-04-30 23:01:07 transreid.train INFO: Epoch 51 done. Time per epoch: 42.006[s] Speed: 280.3[samples/s]
2024-04-30 23:01:10 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.117, Acc: 0.992, Base Lr: 4.84e-03
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2024-04-30 23:01:50 transreid.train INFO: Epoch 52 done. Time per epoch: 43.067[s] Speed: 273.4[samples/s]
2024-04-30 23:01:53 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.125, Acc: 0.988, Base Lr: 4.74e-03
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2024-04-30 23:02:32 transreid.train INFO: Epoch 53 done. Time per epoch: 41.584[s] Speed: 283.2[samples/s]
2024-04-30 23:02:34 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.148, Acc: 0.984, Base Lr: 4.63e-03
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2024-04-30 23:03:15 transreid.train INFO: Epoch 54 done. Time per epoch: 42.943[s] Speed: 274.2[samples/s]
2024-04-30 23:03:18 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.123, Acc: 0.984, Base Lr: 4.53e-03
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2024-04-30 23:03:38 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.101, Acc: 0.992, Base Lr: 4.53e-03
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2024-04-30 23:03:57 transreid.train INFO: Epoch 55 done. Time per epoch: 42.422[s] Speed: 276.1[samples/s]
2024-04-30 23:04:00 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.126, Acc: 0.986, Base Lr: 4.43e-03
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2024-04-30 23:04:39 transreid.train INFO: Epoch 56 done. Time per epoch: 41.542[s] Speed: 281.9[samples/s]
2024-04-30 23:04:42 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.083, Acc: 1.000, Base Lr: 4.32e-03
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2024-04-30 23:05:14 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.093, Acc: 0.993, Base Lr: 4.32e-03
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2024-04-30 23:05:22 transreid.train INFO: Epoch 57 done. Time per epoch: 43.217[s] Speed: 272.5[samples/s]
2024-04-30 23:05:25 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.091, Acc: 0.991, Base Lr: 4.22e-03
2024-04-30 23:05:27 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.091, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:29 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.098, Acc: 0.991, Base Lr: 4.22e-03
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2024-04-30 23:05:34 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.084, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:36 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:38 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.088, Acc: 0.991, Base Lr: 4.22e-03
2024-04-30 23:05:41 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.086, Acc: 0.992, Base Lr: 4.22e-03
2024-04-30 23:05:43 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:45 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:48 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:50 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.22e-03
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2024-04-30 23:05:57 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:05:59 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 23:06:02 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.077, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 23:06:04 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 23:06:05 transreid.train INFO: Epoch 58 done. Time per epoch: 42.950[s] Speed: 272.7[samples/s]
2024-04-30 23:06:07 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.121, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 23:06:09 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.105, Acc: 0.991, Base Lr: 4.11e-03
2024-04-30 23:06:11 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.102, Acc: 0.992, Base Lr: 4.11e-03
2024-04-30 23:06:14 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.092, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 23:06:16 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.090, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 23:06:18 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.089, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 23:06:20 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.085, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 23:06:22 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.084, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:25 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.082, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:27 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.082, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:29 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.081, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:32 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.079, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:34 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.078, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:36 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.078, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:39 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.077, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:41 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:43 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:46 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 23:06:47 transreid.train INFO: Epoch 59 done. Time per epoch: 41.868[s] Speed: 281.3[samples/s]
2024-04-30 23:06:49 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.01e-03
2024-04-30 23:06:52 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.077, Acc: 0.998, Base Lr: 4.01e-03
2024-04-30 23:06:54 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.082, Acc: 0.996, Base Lr: 4.01e-03
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2024-04-30 23:06:58 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.086, Acc: 0.996, Base Lr: 4.01e-03
2024-04-30 23:07:01 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.085, Acc: 0.995, Base Lr: 4.01e-03
2024-04-30 23:07:03 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.084, Acc: 0.995, Base Lr: 4.01e-03
2024-04-30 23:07:05 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.082, Acc: 0.995, Base Lr: 4.01e-03
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2024-04-30 23:07:10 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.081, Acc: 0.996, Base Lr: 4.01e-03
2024-04-30 23:07:12 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.081, Acc: 0.996, Base Lr: 4.01e-03
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2024-04-30 23:07:19 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.078, Acc: 0.996, Base Lr: 4.01e-03
2024-04-30 23:07:22 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.080, Acc: 0.995, Base Lr: 4.01e-03
2024-04-30 23:07:24 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.078, Acc: 0.995, Base Lr: 4.01e-03
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2024-04-30 23:07:29 transreid.train INFO: Epoch 60 done. Time per epoch: 42.547[s] Speed: 275.3[samples/s]
2024-04-30 23:07:55 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 23:07:55 transreid.train INFO: mAP: 76.8%
2024-04-30 23:07:55 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-04-30 23:07:55 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-04-30 23:07:55 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-04-30 23:07:58 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.097, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:00 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.086, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 23:08:02 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.094, Acc: 0.993, Base Lr: 3.90e-03
2024-04-30 23:08:05 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.102, Acc: 0.991, Base Lr: 3.90e-03
2024-04-30 23:08:07 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.098, Acc: 0.991, Base Lr: 3.90e-03
2024-04-30 23:08:09 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.096, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 23:08:12 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.096, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 23:08:14 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.094, Acc: 0.991, Base Lr: 3.90e-03
2024-04-30 23:08:16 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.092, Acc: 0.991, Base Lr: 3.90e-03
2024-04-30 23:08:18 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.090, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 23:08:20 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.088, Acc: 0.993, Base Lr: 3.90e-03
2024-04-30 23:08:23 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.085, Acc: 0.993, Base Lr: 3.90e-03
2024-04-30 23:08:25 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.082, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:27 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.084, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:29 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.084, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:32 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.084, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:34 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.083, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:36 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.081, Acc: 0.994, Base Lr: 3.90e-03
2024-04-30 23:08:37 transreid.train INFO: Epoch 61 done. Time per epoch: 42.151[s] Speed: 279.4[samples/s]
2024-04-30 23:08:40 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.107, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 23:08:42 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.090, Acc: 0.994, Base Lr: 3.80e-03
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2024-04-30 23:08:47 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.090, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:08:49 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.091, Acc: 0.993, Base Lr: 3.80e-03
2024-04-30 23:08:52 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.086, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:08:54 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.085, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:08:56 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.090, Acc: 0.993, Base Lr: 3.80e-03
2024-04-30 23:08:59 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.088, Acc: 0.993, Base Lr: 3.80e-03
2024-04-30 23:09:01 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.086, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:09:03 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.084, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:09:06 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.085, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 23:09:08 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.083, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:10 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.083, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:12 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.084, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:15 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.083, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:17 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.082, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:19 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.080, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 23:09:20 transreid.train INFO: Epoch 62 done. Time per epoch: 42.910[s] Speed: 272.9[samples/s]
2024-04-30 23:09:23 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.098, Acc: 0.994, Base Lr: 3.69e-03
2024-04-30 23:09:25 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.090, Acc: 0.994, Base Lr: 3.69e-03
2024-04-30 23:09:27 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.085, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 23:09:30 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.081, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 23:09:32 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.080, Acc: 0.996, Base Lr: 3.69e-03
2024-04-30 23:09:35 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.079, Acc: 0.996, Base Lr: 3.69e-03
2024-04-30 23:09:36 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.078, Acc: 0.996, Base Lr: 3.69e-03
2024-04-30 23:09:38 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 3.69e-03
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2024-04-30 23:10:02 transreid.train INFO: Epoch 63 done. Time per epoch: 42.008[s] Speed: 278.8[samples/s]
2024-04-30 23:10:05 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.102, Acc: 0.991, Base Lr: 3.59e-03
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2024-04-30 23:10:44 transreid.train INFO: Epoch 64 done. Time per epoch: 42.147[s] Speed: 277.9[samples/s]
2024-04-30 23:10:47 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.107, Acc: 0.986, Base Lr: 3.49e-03
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2024-04-30 23:11:26 transreid.train INFO: Epoch 65 done. Time per epoch: 41.974[s] Speed: 280.6[samples/s]
2024-04-30 23:11:29 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.083, Acc: 0.994, Base Lr: 3.38e-03
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2024-04-30 23:12:08 transreid.train INFO: Epoch 66 done. Time per epoch: 42.197[s] Speed: 277.6[samples/s]
2024-04-30 23:12:11 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.076, Acc: 0.998, Base Lr: 3.28e-03
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2024-04-30 23:12:52 transreid.train INFO: Epoch 67 done. Time per epoch: 43.239[s] Speed: 272.3[samples/s]
2024-04-30 23:12:55 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.083, Acc: 0.992, Base Lr: 3.18e-03
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2024-04-30 23:13:34 transreid.train INFO: Epoch 68 done. Time per epoch: 42.316[s] Speed: 276.8[samples/s]
2024-04-30 23:13:37 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.086, Acc: 0.991, Base Lr: 3.08e-03
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2024-04-30 23:14:18 transreid.train INFO: Epoch 69 done. Time per epoch: 43.637[s] Speed: 269.9[samples/s]
2024-04-30 23:14:21 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.97e-03
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2024-04-30 23:15:00 transreid.train INFO: Epoch 70 done. Time per epoch: 42.558[s] Speed: 275.2[samples/s]
2024-04-30 23:15:02 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.081, Acc: 0.992, Base Lr: 2.87e-03
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2024-04-30 23:15:42 transreid.train INFO: Epoch 71 done. Time per epoch: 42.151[s] Speed: 279.4[samples/s]
2024-04-30 23:15:45 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.087, Acc: 0.994, Base Lr: 2.77e-03
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2024-04-30 23:16:25 transreid.train INFO: Epoch 72 done. Time per epoch: 42.876[s] Speed: 273.2[samples/s]
2024-04-30 23:16:28 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.080, Acc: 0.997, Base Lr: 2.68e-03
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2024-04-30 23:17:07 transreid.train INFO: Epoch 73 done. Time per epoch: 41.727[s] Speed: 280.7[samples/s]
2024-04-30 23:17:10 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.054, Acc: 0.998, Base Lr: 2.58e-03
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2024-04-30 23:17:50 transreid.train INFO: Epoch 74 done. Time per epoch: 43.258[s] Speed: 270.7[samples/s]
2024-04-30 23:17:53 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.48e-03
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2024-04-30 23:18:33 transreid.train INFO: Epoch 75 done. Time per epoch: 42.640[s] Speed: 274.7[samples/s]
2024-04-30 23:18:36 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 2.38e-03
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2024-04-30 23:19:15 transreid.train INFO: Epoch 76 done. Time per epoch: 42.130[s] Speed: 278.0[samples/s]
2024-04-30 23:19:18 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.053, Acc: 0.998, Base Lr: 2.29e-03
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2024-04-30 23:19:57 transreid.train INFO: Epoch 77 done. Time per epoch: 42.206[s] Speed: 277.5[samples/s]
2024-04-30 23:20:00 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 2.20e-03
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2024-04-30 23:20:40 transreid.train INFO: Epoch 78 done. Time per epoch: 42.715[s] Speed: 274.2[samples/s]
2024-04-30 23:20:43 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.10e-03
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2024-04-30 23:21:04 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.10e-03
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2024-04-30 23:21:23 transreid.train INFO: Epoch 79 done. Time per epoch: 43.477[s] Speed: 270.9[samples/s]
2024-04-30 23:21:26 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.046, Acc: 1.000, Base Lr: 2.01e-03
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2024-04-30 23:22:01 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.01e-03
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2024-04-30 23:22:06 transreid.train INFO: Epoch 80 done. Time per epoch: 42.910[s] Speed: 272.9[samples/s]
2024-04-30 23:22:31 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 23:22:31 transreid.train INFO: mAP: 77.7%
2024-04-30 23:22:31 transreid.train INFO: CMC curve, Rank-1  :90.8%
2024-04-30 23:22:31 transreid.train INFO: CMC curve, Rank-5  :97.2%
2024-04-30 23:22:31 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-04-30 23:22:34 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.92e-03
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2024-04-30 23:22:39 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.92e-03
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2024-04-30 23:22:48 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.92e-03
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2024-04-30 23:23:00 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.92e-03
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2024-04-30 23:23:09 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 23:23:11 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.92e-03
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2024-04-30 23:23:15 transreid.train INFO: Epoch 81 done. Time per epoch: 43.740[s] Speed: 270.7[samples/s]
2024-04-30 23:23:18 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.83e-03
2024-04-30 23:23:20 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.071, Acc: 0.994, Base Lr: 1.83e-03
2024-04-30 23:23:22 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.078, Acc: 0.994, Base Lr: 1.83e-03
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2024-04-30 23:23:31 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.065, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 23:23:33 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.063, Acc: 0.995, Base Lr: 1.83e-03
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2024-04-30 23:23:47 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.83e-03
2024-04-30 23:23:50 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.83e-03
2024-04-30 23:23:52 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.83e-03
2024-04-30 23:23:54 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.83e-03
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2024-04-30 23:23:58 transreid.train INFO: Epoch 82 done. Time per epoch: 42.875[s] Speed: 273.2[samples/s]
2024-04-30 23:24:01 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-03
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2024-04-30 23:24:11 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:14 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 23:24:16 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:19 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:21 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:23 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:26 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.75e-03
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2024-04-30 23:24:30 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:33 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:35 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 23:24:38 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.75e-03
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2024-04-30 23:24:41 transreid.train INFO: Epoch 83 done. Time per epoch: 43.034[s] Speed: 273.6[samples/s]
2024-04-30 23:24:44 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.66e-03
2024-04-30 23:24:46 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:24:48 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:24:51 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:24:53 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-03
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2024-04-30 23:24:58 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.66e-03
2024-04-30 23:25:00 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.66e-03
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2024-04-30 23:25:07 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:25:09 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.66e-03
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2024-04-30 23:25:13 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:25:16 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 23:25:18 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.66e-03
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2024-04-30 23:25:24 transreid.train INFO: Epoch 84 done. Time per epoch: 43.106[s] Speed: 271.7[samples/s]
2024-04-30 23:25:27 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.58e-03
2024-04-30 23:25:29 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.58e-03
2024-04-30 23:25:32 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 23:25:34 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 23:25:38 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 23:25:41 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 23:25:43 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 23:25:48 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 23:25:59 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 23:26:01 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 23:26:03 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 23:26:06 transreid.train INFO: Epoch 85 done. Time per epoch: 42.490[s] Speed: 275.6[samples/s]
2024-04-30 23:26:09 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.50e-03
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2024-04-30 23:26:14 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.072, Acc: 0.994, Base Lr: 1.50e-03
2024-04-30 23:26:16 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 23:26:19 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 23:26:21 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 23:26:23 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 23:26:26 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.50e-03
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2024-04-30 23:26:30 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.50e-03
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2024-04-30 23:26:35 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.50e-03
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2024-04-30 23:26:39 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 23:26:42 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 23:26:44 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 23:26:47 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.50e-03
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2024-04-30 23:26:50 transreid.train INFO: Epoch 86 done. Time per epoch: 43.303[s] Speed: 270.5[samples/s]
2024-04-30 23:26:53 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.42e-03
2024-04-30 23:26:55 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.42e-03
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2024-04-30 23:27:07 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.42e-03
2024-04-30 23:27:09 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.42e-03
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2024-04-30 23:27:33 transreid.train INFO: Epoch 87 done. Time per epoch: 43.218[s] Speed: 271.0[samples/s]
2024-04-30 23:27:36 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.060, Acc: 0.992, Base Lr: 1.34e-03
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2024-04-30 23:28:15 transreid.train INFO: Epoch 88 done. Time per epoch: 42.568[s] Speed: 275.1[samples/s]
2024-04-30 23:28:19 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.26e-03
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2024-04-30 23:28:59 transreid.train INFO: Epoch 89 done. Time per epoch: 43.490[s] Speed: 270.8[samples/s]
2024-04-30 23:29:02 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.19e-03
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2024-04-30 23:29:41 transreid.train INFO: Epoch 90 done. Time per epoch: 42.199[s] Speed: 277.5[samples/s]
2024-04-30 23:29:44 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.11e-03
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2024-04-30 23:30:16 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.11e-03
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2024-04-30 23:30:24 transreid.train INFO: Epoch 91 done. Time per epoch: 42.665[s] Speed: 274.5[samples/s]
2024-04-30 23:30:27 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.068, Acc: 1.000, Base Lr: 1.04e-03
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2024-04-30 23:31:07 transreid.train INFO: Epoch 92 done. Time per epoch: 43.243[s] Speed: 270.8[samples/s]
2024-04-30 23:31:10 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 9.72e-04
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2024-04-30 23:31:50 transreid.train INFO: Epoch 93 done. Time per epoch: 42.616[s] Speed: 274.8[samples/s]
2024-04-30 23:31:53 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.052, Acc: 0.998, Base Lr: 9.06e-04
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2024-04-30 23:32:29 transreid.train INFO: Epoch 94 done. Time per epoch: 39.563[s] Speed: 296.0[samples/s]
2024-04-30 23:32:31 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.052, Acc: 0.998, Base Lr: 8.41e-04
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2024-04-30 23:32:49 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.056, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-30 23:33:11 transreid.train INFO: Epoch 95 done. Time per epoch: 41.384[s] Speed: 284.6[samples/s]
2024-04-30 23:33:13 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.052, Acc: 1.000, Base Lr: 7.78e-04
2024-04-30 23:33:16 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.055, Acc: 0.999, Base Lr: 7.78e-04
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2024-04-30 23:33:54 transreid.train INFO: Epoch 96 done. Time per epoch: 43.496[s] Speed: 269.3[samples/s]
2024-04-30 23:33:57 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.051, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 23:34:00 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 7.18e-04
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2024-04-30 23:34:29 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.046, Acc: 0.998, Base Lr: 7.18e-04
2024-04-30 23:34:31 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 7.18e-04
2024-04-30 23:34:33 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.044, Acc: 0.998, Base Lr: 7.18e-04
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2024-04-30 23:34:37 transreid.train INFO: Epoch 97 done. Time per epoch: 42.692[s] Speed: 275.8[samples/s]
2024-04-30 23:34:40 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.048, Acc: 0.998, Base Lr: 6.60e-04
2024-04-30 23:34:42 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.60e-04
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2024-04-30 23:34:51 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:34:53 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:34:56 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 6.60e-04
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2024-04-30 23:35:01 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:35:03 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.051, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:35:05 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.60e-04
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2024-04-30 23:35:12 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.049, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:35:15 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 23:35:17 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.60e-04
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2024-04-30 23:35:20 transreid.train INFO: Epoch 98 done. Time per epoch: 43.439[s] Speed: 271.1[samples/s]
2024-04-30 23:35:23 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 23:35:26 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.052, Acc: 0.998, Base Lr: 6.04e-04
2024-04-30 23:35:28 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.057, Acc: 0.995, Base Lr: 6.04e-04
2024-04-30 23:35:30 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.059, Acc: 0.995, Base Lr: 6.04e-04
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2024-04-30 23:35:35 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.058, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:37 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.057, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:39 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.056, Acc: 0.996, Base Lr: 6.04e-04
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2024-04-30 23:35:44 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.056, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:47 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.056, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:49 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.054, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:51 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.054, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:53 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.053, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:56 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.052, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:35:58 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.052, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:36:00 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.051, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:36:03 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.050, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 23:36:04 transreid.train INFO: Epoch 99 done. Time per epoch: 43.342[s] Speed: 271.7[samples/s]
2024-04-30 23:36:07 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 23:36:09 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:10 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:13 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.046, Acc: 0.999, Base Lr: 5.51e-04
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2024-04-30 23:36:19 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:22 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.048, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:24 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.047, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:26 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:29 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:31 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:33 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:36 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 23:36:38 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 23:36:40 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 23:36:43 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.51e-04
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2024-04-30 23:36:46 transreid.train INFO: Epoch 100 done. Time per epoch: 42.461[s] Speed: 277.3[samples/s]
2024-04-30 23:37:12 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 23:37:12 transreid.train INFO: mAP: 78.3%
2024-04-30 23:37:12 transreid.train INFO: CMC curve, Rank-1  :90.8%
2024-04-30 23:37:12 transreid.train INFO: CMC curve, Rank-5  :97.3%
2024-04-30 23:37:12 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-04-30 23:37:15 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.045, Acc: 1.000, Base Lr: 5.00e-04
2024-04-30 23:37:18 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.046, Acc: 1.000, Base Lr: 5.00e-04
2024-04-30 23:37:20 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 23:37:23 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.048, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 23:37:25 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.00e-04
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2024-04-30 23:37:29 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.051, Acc: 0.998, Base Lr: 5.00e-04
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2024-04-30 23:37:39 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.052, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 23:37:41 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.051, Acc: 0.998, Base Lr: 5.00e-04
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2024-04-30 23:37:50 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.051, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 23:37:52 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.050, Acc: 0.997, Base Lr: 5.00e-04
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2024-04-30 23:37:55 transreid.train INFO: Epoch 101 done. Time per epoch: 42.472[s] Speed: 275.8[samples/s]
2024-04-30 23:37:58 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.51e-04
2024-04-30 23:38:00 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.51e-04
2024-04-30 23:38:02 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 23:38:05 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
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2024-04-30 23:38:12 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:14 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:17 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:19 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:21 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:23 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:26 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:28 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:30 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:33 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:35 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:37 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 23:38:38 transreid.train INFO: Epoch 102 done. Time per epoch: 43.059[s] Speed: 272.0[samples/s]
2024-04-30 23:38:41 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.037, Acc: 1.000, Base Lr: 4.05e-04
2024-04-30 23:38:43 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.041, Acc: 0.999, Base Lr: 4.05e-04
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2024-04-30 23:39:21 transreid.train INFO: Epoch 103 done. Time per epoch: 43.288[s] Speed: 272.0[samples/s]
2024-04-30 23:39:24 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.063, Acc: 0.997, Base Lr: 3.61e-04
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2024-04-30 23:40:03 transreid.train INFO: Epoch 104 done. Time per epoch: 41.752[s] Speed: 282.0[samples/s]
2024-04-30 23:40:06 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.056, Acc: 0.995, Base Lr: 3.20e-04
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2024-04-30 23:40:45 transreid.train INFO: Epoch 105 done. Time per epoch: 42.302[s] Speed: 276.9[samples/s]
2024-04-30 23:40:48 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.058, Acc: 0.995, Base Lr: 2.81e-04
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2024-04-30 23:41:27 transreid.train INFO: Epoch 106 done. Time per epoch: 41.307[s] Speed: 285.1[samples/s]
2024-04-30 23:41:29 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.057, Acc: 0.998, Base Lr: 2.45e-04
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2024-04-30 23:42:09 transreid.train INFO: Epoch 107 done. Time per epoch: 42.313[s] Speed: 278.3[samples/s]
2024-04-30 23:42:12 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.059, Acc: 0.994, Base Lr: 2.11e-04
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2024-04-30 23:42:51 transreid.train INFO: Epoch 108 done. Time per epoch: 42.397[s] Speed: 277.8[samples/s]
2024-04-30 23:42:54 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.077, Acc: 0.994, Base Lr: 1.80e-04
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2024-04-30 23:43:32 transreid.train INFO: Epoch 109 done. Time per epoch: 41.113[s] Speed: 286.4[samples/s]
2024-04-30 23:43:35 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.52e-04
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2024-04-30 23:44:14 transreid.train INFO: Epoch 110 done. Time per epoch: 41.894[s] Speed: 279.6[samples/s]
2024-04-30 23:44:17 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.075, Acc: 0.994, Base Lr: 1.26e-04
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2024-04-30 23:44:56 transreid.train INFO: Epoch 111 done. Time per epoch: 41.962[s] Speed: 280.6[samples/s]
2024-04-30 23:44:59 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.03e-04
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2024-04-30 23:45:39 transreid.train INFO: Epoch 112 done. Time per epoch: 42.560[s] Speed: 276.7[samples/s]
2024-04-30 23:45:42 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.064, Acc: 0.997, Base Lr: 8.28e-05
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2024-04-30 23:46:21 transreid.train INFO: Epoch 113 done. Time per epoch: 42.461[s] Speed: 275.8[samples/s]
2024-04-30 23:46:24 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.081, Acc: 0.994, Base Lr: 6.51e-05
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2024-04-30 23:47:03 transreid.train INFO: Epoch 114 done. Time per epoch: 41.981[s] Speed: 280.5[samples/s]
2024-04-30 23:47:06 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.02e-05
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2024-04-30 23:47:38 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 23:47:41 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.02e-05
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2024-04-30 23:47:46 transreid.train INFO: Epoch 115 done. Time per epoch: 42.689[s] Speed: 274.4[samples/s]
2024-04-30 23:47:49 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.062, Acc: 0.994, Base Lr: 3.79e-05
2024-04-30 23:47:51 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.065, Acc: 0.995, Base Lr: 3.79e-05
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2024-04-30 23:48:29 transreid.train INFO: Epoch 116 done. Time per epoch: 42.570[s] Speed: 276.6[samples/s]
2024-04-30 23:48:31 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 2.83e-05
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2024-04-30 23:49:11 transreid.train INFO: Epoch 117 done. Time per epoch: 42.060[s] Speed: 280.0[samples/s]
2024-04-30 23:49:14 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.15e-05
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2024-04-30 23:49:54 transreid.train INFO: Epoch 118 done. Time per epoch: 43.364[s] Speed: 271.6[samples/s]
2024-04-30 23:49:57 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.050, Acc: 1.000, Base Lr: 1.74e-05
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2024-04-30 23:50:16 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.74e-05
2024-04-30 23:50:18 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:20 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:22 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:24 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:27 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:29 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:31 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:33 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:36 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.74e-05
2024-04-30 23:50:37 transreid.train INFO: Epoch 119 done. Time per epoch: 42.519[s] Speed: 277.0[samples/s]
2024-04-30 23:50:39 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.073, Acc: 0.994, Base Lr: 1.60e-05
2024-04-30 23:50:42 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.069, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:44 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.064, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:47 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:49 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.056, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:51 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:53 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 23:50:56 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:50:58 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:51:00 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:51:03 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:51:05 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:51:08 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 23:51:10 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 23:51:12 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 23:51:14 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 23:51:17 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 23:51:19 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 23:51:20 transreid.train INFO: Epoch 120 done. Time per epoch: 43.355[s] Speed: 271.6[samples/s]
2024-04-30 23:51:47 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 23:51:47 transreid.train INFO: mAP: 78.4%
2024-04-30 23:51:47 transreid.train INFO: CMC curve, Rank-1  :91.1%
2024-04-30 23:51:47 transreid.train INFO: CMC curve, Rank-5  :97.3%
2024-04-30 23:51:47 transreid.train INFO: CMC curve, Rank-10 :98.4%
