2024-05-08 13:39:02 transreid INFO: Saving model in the path :log/transreid/market/convnext_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:39:02 transreid INFO: Loaded configuration file configs/market/convnext_b.yml
2024-05-08 13:39:02 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: convnext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_base.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/convnext_base_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: 
2024-05-08 13:39:03 transreid.check INFO: Dataset statistics:
2024-05-08 13:39:03 transreid.check INFO:   ----------------------------------------
2024-05-08 13:39:03 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:39:03 transreid.check INFO:   ----------------------------------------
2024-05-08 13:39:03 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-08 13:39:03 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-08 13:39:03 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-08 13:39:03 transreid.check INFO:   ----------------------------------------
2024-05-08 13:39:05 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:39:05 transreid.train INFO: start training
2024-05-08 13:39:28 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.793, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:39:47 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.723, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:40:05 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.586, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:40:24 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.457, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:40:42 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.322, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:41:01 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.189, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:41:20 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.075, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:41:40 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 7.988, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:41:59 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 7.920, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:42:18 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 7.865, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:42:38 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 7.819, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:42:57 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 7.781, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:43:17 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 7.748, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:43:36 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 7.720, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:43:56 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 7.696, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:44:15 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 7.674, Acc: 0.004, Base Lr: 4.76e-04
2024-05-08 13:44:35 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 7.654, Acc: 0.004, Base Lr: 4.76e-04
2024-05-08 13:44:54 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 7.637, Acc: 0.006, Base Lr: 4.76e-04
2024-05-08 13:45:00 transreid.train INFO: Epoch 1 done. Time per epoch: 354.832[s] Speed: 33.0[samples/s]
2024-05-08 13:45:20 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.328, Acc: 0.019, Base Lr: 8.72e-04
2024-05-08 13:45:39 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.323, Acc: 0.030, Base Lr: 8.72e-04
2024-05-08 13:45:59 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.316, Acc: 0.048, Base Lr: 8.72e-04
2024-05-08 13:46:18 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.310, Acc: 0.051, Base Lr: 8.72e-04
2024-05-08 13:46:37 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.307, Acc: 0.047, Base Lr: 8.72e-04
2024-05-08 13:46:57 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.302, Acc: 0.047, Base Lr: 8.72e-04
2024-05-08 13:47:16 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.298, Acc: 0.049, Base Lr: 8.72e-04
2024-05-08 13:47:35 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.294, Acc: 0.050, Base Lr: 8.72e-04
2024-05-08 13:47:55 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.289, Acc: 0.055, Base Lr: 8.72e-04
2024-05-08 13:48:14 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.284, Acc: 0.055, Base Lr: 8.72e-04
2024-05-08 13:48:34 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.279, Acc: 0.058, Base Lr: 8.72e-04
2024-05-08 13:48:53 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.273, Acc: 0.063, Base Lr: 8.72e-04
2024-05-08 13:49:13 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.267, Acc: 0.069, Base Lr: 8.72e-04
2024-05-08 13:49:32 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.261, Acc: 0.073, Base Lr: 8.72e-04
2024-05-08 13:49:51 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.254, Acc: 0.079, Base Lr: 8.72e-04
2024-05-08 13:50:11 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.247, Acc: 0.084, Base Lr: 8.72e-04
2024-05-08 13:50:30 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.238, Acc: 0.090, Base Lr: 8.72e-04
2024-05-08 13:50:50 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.225, Acc: 0.106, Base Lr: 8.72e-04
2024-05-08 13:50:56 transreid.train INFO: Epoch 2 done. Time per epoch: 355.862[s] Speed: 32.9[samples/s]
2024-05-08 13:51:16 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.153, Acc: 0.033, Base Lr: 1.27e-03
2024-05-08 13:51:35 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.116, Acc: 0.055, Base Lr: 1.27e-03
2024-05-08 13:51:54 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.094, Acc: 0.062, Base Lr: 1.27e-03
2024-05-08 13:52:14 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.071, Acc: 0.067, Base Lr: 1.27e-03
2024-05-08 13:52:33 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.054, Acc: 0.073, Base Lr: 1.27e-03
2024-05-08 13:52:53 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.048, Acc: 0.074, Base Lr: 1.27e-03
2024-05-08 13:53:12 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.035, Acc: 0.074, Base Lr: 1.27e-03
2024-05-08 13:53:32 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.020, Acc: 0.078, Base Lr: 1.27e-03
2024-05-08 13:53:51 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.998, Acc: 0.084, Base Lr: 1.27e-03
2024-05-08 13:54:10 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.979, Acc: 0.090, Base Lr: 1.27e-03
2024-05-08 13:54:30 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.963, Acc: 0.093, Base Lr: 1.27e-03
2024-05-08 13:54:49 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.947, Acc: 0.095, Base Lr: 1.27e-03
2024-05-08 13:55:09 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.929, Acc: 0.100, Base Lr: 1.27e-03
2024-05-08 13:55:28 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.904, Acc: 0.106, Base Lr: 1.27e-03
2024-05-08 13:55:47 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.879, Acc: 0.111, Base Lr: 1.27e-03
2024-05-08 13:56:07 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.850, Acc: 0.119, Base Lr: 1.27e-03
2024-05-08 13:56:27 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.821, Acc: 0.125, Base Lr: 1.27e-03
2024-05-08 13:56:46 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.774, Acc: 0.138, Base Lr: 1.27e-03
2024-05-08 13:56:52 transreid.train INFO: Epoch 3 done. Time per epoch: 356.084[s] Speed: 32.9[samples/s]
2024-05-08 13:57:12 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.588, Acc: 0.067, Base Lr: 1.66e-03
2024-05-08 13:57:31 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.558, Acc: 0.064, Base Lr: 1.66e-03
2024-05-08 13:57:51 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.527, Acc: 0.066, Base Lr: 1.66e-03
2024-05-08 13:58:11 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.515, Acc: 0.066, Base Lr: 1.66e-03
2024-05-08 13:58:30 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.503, Acc: 0.070, Base Lr: 1.66e-03
2024-05-08 13:58:50 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.457, Acc: 0.076, Base Lr: 1.66e-03
2024-05-08 13:59:09 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.423, Acc: 0.084, Base Lr: 1.66e-03
2024-05-08 13:59:29 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.400, Acc: 0.087, Base Lr: 1.66e-03
2024-05-08 13:59:48 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.365, Acc: 0.096, Base Lr: 1.66e-03
2024-05-08 14:00:07 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.326, Acc: 0.104, Base Lr: 1.66e-03
2024-05-08 14:00:27 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.287, Acc: 0.114, Base Lr: 1.66e-03
2024-05-08 14:00:46 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.246, Acc: 0.122, Base Lr: 1.66e-03
2024-05-08 14:01:06 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.193, Acc: 0.133, Base Lr: 1.66e-03
2024-05-08 14:01:26 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.141, Acc: 0.141, Base Lr: 1.66e-03
2024-05-08 14:01:45 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.087, Acc: 0.151, Base Lr: 1.66e-03
2024-05-08 14:02:04 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.030, Acc: 0.161, Base Lr: 1.66e-03
2024-05-08 14:02:24 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 5.959, Acc: 0.177, Base Lr: 1.66e-03
2024-05-08 14:02:43 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 5.876, Acc: 0.195, Base Lr: 1.66e-03
2024-05-08 14:02:50 transreid.train INFO: Epoch 4 done. Time per epoch: 357.748[s] Speed: 32.7[samples/s]
2024-05-08 14:03:10 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 5.889, Acc: 0.117, Base Lr: 2.06e-03
2024-05-08 14:03:29 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 5.847, Acc: 0.105, Base Lr: 2.06e-03
2024-05-08 14:03:49 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.797, Acc: 0.118, Base Lr: 2.06e-03
2024-05-08 14:04:08 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.748, Acc: 0.126, Base Lr: 2.06e-03
2024-05-08 14:04:27 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.675, Acc: 0.138, Base Lr: 2.06e-03
2024-05-08 14:04:47 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.604, Acc: 0.150, Base Lr: 2.06e-03
2024-05-08 14:05:06 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.540, Acc: 0.163, Base Lr: 2.06e-03
2024-05-08 14:05:26 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.462, Acc: 0.183, Base Lr: 2.06e-03
2024-05-08 14:05:45 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.401, Acc: 0.195, Base Lr: 2.06e-03
2024-05-08 14:06:05 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.333, Acc: 0.207, Base Lr: 2.06e-03
2024-05-08 14:06:25 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.292, Acc: 0.216, Base Lr: 2.06e-03
2024-05-08 14:06:44 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.255, Acc: 0.221, Base Lr: 2.06e-03
2024-05-08 14:07:03 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.212, Acc: 0.228, Base Lr: 2.06e-03
2024-05-08 14:07:23 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.163, Acc: 0.237, Base Lr: 2.06e-03
2024-05-08 14:07:43 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.094, Acc: 0.251, Base Lr: 2.06e-03
2024-05-08 14:08:02 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.023, Acc: 0.265, Base Lr: 2.06e-03
2024-05-08 14:08:21 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 4.942, Acc: 0.280, Base Lr: 2.06e-03
2024-05-08 14:08:41 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 4.845, Acc: 0.300, Base Lr: 2.06e-03
2024-05-08 14:08:49 transreid.train INFO: Epoch 5 done. Time per epoch: 359.318[s] Speed: 32.8[samples/s]
2024-05-08 14:09:09 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.023, Acc: 0.180, Base Lr: 2.46e-03
2024-05-08 14:09:28 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 4.970, Acc: 0.185, Base Lr: 2.46e-03
2024-05-08 14:09:48 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 4.976, Acc: 0.194, Base Lr: 2.46e-03
2024-05-08 14:10:07 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 4.903, Acc: 0.215, Base Lr: 2.46e-03
2024-05-08 14:10:27 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.821, Acc: 0.237, Base Lr: 2.46e-03
2024-05-08 14:10:46 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.730, Acc: 0.262, Base Lr: 2.46e-03
2024-05-08 14:11:06 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.658, Acc: 0.278, Base Lr: 2.46e-03
2024-05-08 14:11:26 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.602, Acc: 0.291, Base Lr: 2.46e-03
2024-05-08 14:11:45 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.531, Acc: 0.309, Base Lr: 2.46e-03
2024-05-08 14:12:04 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.501, Acc: 0.313, Base Lr: 2.46e-03
2024-05-08 14:12:24 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.447, Acc: 0.325, Base Lr: 2.46e-03
2024-05-08 14:12:43 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.381, Acc: 0.339, Base Lr: 2.46e-03
2024-05-08 14:13:03 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.335, Acc: 0.349, Base Lr: 2.46e-03
2024-05-08 14:13:22 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.269, Acc: 0.364, Base Lr: 2.46e-03
2024-05-08 14:13:42 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.193, Acc: 0.380, Base Lr: 2.46e-03
2024-05-08 14:14:01 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.122, Acc: 0.396, Base Lr: 2.46e-03
2024-05-08 14:14:21 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.030, Acc: 0.417, Base Lr: 2.46e-03
2024-05-08 14:14:40 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.935, Acc: 0.437, Base Lr: 2.46e-03
2024-05-08 14:14:46 transreid.train INFO: Epoch 6 done. Time per epoch: 357.453[s] Speed: 32.8[samples/s]
2024-05-08 14:15:06 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.240, Acc: 0.292, Base Lr: 2.85e-03
2024-05-08 14:15:26 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.196, Acc: 0.326, Base Lr: 2.85e-03
2024-05-08 14:15:45 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.123, Acc: 0.336, Base Lr: 2.85e-03
2024-05-08 14:16:05 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.079, Acc: 0.359, Base Lr: 2.85e-03
2024-05-08 14:16:24 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 3.995, Acc: 0.384, Base Lr: 2.85e-03
2024-05-08 14:16:44 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 3.912, Acc: 0.403, Base Lr: 2.85e-03
2024-05-08 14:17:03 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.809, Acc: 0.425, Base Lr: 2.85e-03
2024-05-08 14:17:23 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.747, Acc: 0.440, Base Lr: 2.85e-03
2024-05-08 14:17:42 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.693, Acc: 0.450, Base Lr: 2.85e-03
2024-05-08 14:18:02 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.640, Acc: 0.462, Base Lr: 2.85e-03
2024-05-08 14:18:21 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.600, Acc: 0.471, Base Lr: 2.85e-03
2024-05-08 14:18:41 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.552, Acc: 0.482, Base Lr: 2.85e-03
2024-05-08 14:19:00 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.500, Acc: 0.495, Base Lr: 2.85e-03
2024-05-08 14:19:20 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.439, Acc: 0.508, Base Lr: 2.85e-03
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2024-05-08 14:20:44 transreid.train INFO: Epoch 7 done. Time per epoch: 357.448[s] Speed: 32.8[samples/s]
2024-05-08 14:21:04 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.364, Acc: 0.455, Base Lr: 3.25e-03
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2024-05-08 14:26:40 transreid.train INFO: Epoch 8 done. Time per epoch: 356.731[s] Speed: 32.8[samples/s]
2024-05-08 14:27:01 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.044, Acc: 0.530, Base Lr: 3.64e-03
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2024-05-08 14:32:39 transreid.train INFO: Epoch 9 done. Time per epoch: 358.534[s] Speed: 32.8[samples/s]
2024-05-08 14:32:59 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.266, Acc: 0.677, Base Lr: 4.04e-03
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2024-05-08 14:38:36 transreid.train INFO: Epoch 10 done. Time per epoch: 356.798[s] Speed: 32.8[samples/s]
2024-05-08 14:38:56 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.048, Acc: 0.705, Base Lr: 4.44e-03
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2024-05-08 14:44:33 transreid.train INFO: Epoch 11 done. Time per epoch: 357.168[s] Speed: 32.8[samples/s]
2024-05-08 14:44:53 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.569, Acc: 0.747, Base Lr: 4.83e-03
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2024-05-08 14:50:30 transreid.train INFO: Epoch 12 done. Time per epoch: 357.315[s] Speed: 32.8[samples/s]
2024-05-08 14:50:50 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.468, Acc: 0.806, Base Lr: 5.23e-03
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2024-05-08 14:56:28 transreid.train INFO: Epoch 13 done. Time per epoch: 357.755[s] Speed: 32.7[samples/s]
2024-05-08 14:56:48 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.128, Acc: 0.873, Base Lr: 5.62e-03
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2024-05-08 15:02:28 transreid.train INFO: Epoch 14 done. Time per epoch: 359.508[s] Speed: 32.8[samples/s]
2024-05-08 15:02:47 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.905, Acc: 0.902, Base Lr: 6.02e-03
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2024-05-08 15:08:24 transreid.train INFO: Epoch 15 done. Time per epoch: 356.628[s] Speed: 32.8[samples/s]
2024-05-08 15:08:45 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.703, Acc: 0.948, Base Lr: 6.42e-03
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2024-05-08 15:14:21 transreid.train INFO: Epoch 16 done. Time per epoch: 356.694[s] Speed: 32.8[samples/s]
2024-05-08 15:14:41 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.614, Acc: 0.963, Base Lr: 6.81e-03
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2024-05-08 15:20:19 transreid.train INFO: Epoch 17 done. Time per epoch: 357.981[s] Speed: 32.7[samples/s]
2024-05-08 15:20:39 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.593, Acc: 0.961, Base Lr: 7.21e-03
2024-05-08 15:20:58 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.634, Acc: 0.951, Base Lr: 7.21e-03
2024-05-08 15:21:18 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.610, Acc: 0.958, Base Lr: 7.21e-03
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2024-05-08 15:22:16 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.573, Acc: 0.965, Base Lr: 7.21e-03
2024-05-08 15:22:36 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.564, Acc: 0.966, Base Lr: 7.21e-03
2024-05-08 15:22:56 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.558, Acc: 0.965, Base Lr: 7.21e-03
2024-05-08 15:23:15 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 0.558, Acc: 0.966, Base Lr: 7.21e-03
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2024-05-08 15:26:11 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.514, Acc: 0.968, Base Lr: 7.21e-03
2024-05-08 15:26:17 transreid.train INFO: Epoch 18 done. Time per epoch: 358.165[s] Speed: 32.7[samples/s]
2024-05-08 15:26:37 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.559, Acc: 0.950, Base Lr: 7.60e-03
2024-05-08 15:26:57 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.544, Acc: 0.954, Base Lr: 7.60e-03
2024-05-08 15:27:16 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.509, Acc: 0.961, Base Lr: 7.60e-03
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2024-05-08 15:28:34 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.505, Acc: 0.963, Base Lr: 7.60e-03
2024-05-08 15:28:54 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.498, Acc: 0.964, Base Lr: 7.60e-03
2024-05-08 15:29:13 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.497, Acc: 0.964, Base Lr: 7.60e-03
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2024-05-08 15:30:51 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.466, Acc: 0.970, Base Lr: 7.60e-03
2024-05-08 15:31:11 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.466, Acc: 0.971, Base Lr: 7.60e-03
2024-05-08 15:31:30 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.462, Acc: 0.971, Base Lr: 7.60e-03
2024-05-08 15:31:50 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.454, Acc: 0.972, Base Lr: 7.60e-03
2024-05-08 15:32:10 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.446, Acc: 0.973, Base Lr: 7.60e-03
2024-05-08 15:32:17 transreid.train INFO: Epoch 19 done. Time per epoch: 360.316[s] Speed: 32.7[samples/s]
2024-05-08 15:32:38 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.462, Acc: 0.967, Base Lr: 7.47e-03
2024-05-08 15:32:57 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.489, Acc: 0.962, Base Lr: 7.47e-03
2024-05-08 15:33:17 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.499, Acc: 0.958, Base Lr: 7.47e-03
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2024-05-08 15:34:16 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.458, Acc: 0.966, Base Lr: 7.47e-03
2024-05-08 15:34:35 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.458, Acc: 0.967, Base Lr: 7.47e-03
2024-05-08 15:34:55 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.458, Acc: 0.969, Base Lr: 7.47e-03
2024-05-08 15:35:14 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.456, Acc: 0.969, Base Lr: 7.47e-03
2024-05-08 15:35:34 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.457, Acc: 0.970, Base Lr: 7.47e-03
2024-05-08 15:35:53 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.450, Acc: 0.971, Base Lr: 7.47e-03
2024-05-08 15:36:13 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.449, Acc: 0.971, Base Lr: 7.47e-03
2024-05-08 15:36:33 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.442, Acc: 0.972, Base Lr: 7.47e-03
2024-05-08 15:36:53 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.443, Acc: 0.972, Base Lr: 7.47e-03
2024-05-08 15:37:12 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.438, Acc: 0.973, Base Lr: 7.47e-03
2024-05-08 15:37:32 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.430, Acc: 0.974, Base Lr: 7.47e-03
2024-05-08 15:37:51 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.423, Acc: 0.974, Base Lr: 7.47e-03
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2024-05-08 15:38:16 transreid.train INFO: Epoch 20 done. Time per epoch: 359.096[s] Speed: 32.6[samples/s]
2024-05-08 15:40:03 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 15:40:03 transreid.train INFO: mAP: 72.5%
2024-05-08 15:40:03 transreid.train INFO: CMC curve, Rank-1  :88.3%
2024-05-08 15:40:03 transreid.train INFO: CMC curve, Rank-5  :95.2%
2024-05-08 15:40:03 transreid.train INFO: CMC curve, Rank-10 :97.2%
2024-05-08 15:40:23 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.523, Acc: 0.969, Base Lr: 7.41e-03
2024-05-08 15:40:42 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.498, Acc: 0.974, Base Lr: 7.41e-03
2024-05-08 15:41:02 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.496, Acc: 0.969, Base Lr: 7.41e-03
2024-05-08 15:41:21 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.478, Acc: 0.971, Base Lr: 7.41e-03
2024-05-08 15:41:41 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.459, Acc: 0.972, Base Lr: 7.41e-03
2024-05-08 15:42:00 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.455, Acc: 0.972, Base Lr: 7.41e-03
2024-05-08 15:42:20 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.449, Acc: 0.973, Base Lr: 7.41e-03
2024-05-08 15:42:40 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.438, Acc: 0.974, Base Lr: 7.41e-03
2024-05-08 15:43:00 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.428, Acc: 0.974, Base Lr: 7.41e-03
2024-05-08 15:43:19 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.418, Acc: 0.975, Base Lr: 7.41e-03
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2024-05-08 15:44:18 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.406, Acc: 0.976, Base Lr: 7.41e-03
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2024-05-08 15:44:57 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.393, Acc: 0.978, Base Lr: 7.41e-03
2024-05-08 15:45:17 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.390, Acc: 0.978, Base Lr: 7.41e-03
2024-05-08 15:45:36 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.384, Acc: 0.979, Base Lr: 7.41e-03
2024-05-08 15:45:56 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.382, Acc: 0.980, Base Lr: 7.41e-03
2024-05-08 15:46:04 transreid.train INFO: Epoch 21 done. Time per epoch: 361.011[s] Speed: 32.6[samples/s]
2024-05-08 15:46:25 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.444, Acc: 0.966, Base Lr: 7.36e-03
2024-05-08 15:46:44 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.418, Acc: 0.966, Base Lr: 7.36e-03
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2024-05-08 15:48:03 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.382, Acc: 0.973, Base Lr: 7.36e-03
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2024-05-08 15:51:00 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.362, Acc: 0.977, Base Lr: 7.36e-03
2024-05-08 15:51:20 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.363, Acc: 0.977, Base Lr: 7.36e-03
2024-05-08 15:51:39 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.359, Acc: 0.977, Base Lr: 7.36e-03
2024-05-08 15:51:58 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.353, Acc: 0.978, Base Lr: 7.36e-03
2024-05-08 15:52:04 transreid.train INFO: Epoch 22 done. Time per epoch: 360.223[s] Speed: 32.5[samples/s]
2024-05-08 15:52:25 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.358, Acc: 0.981, Base Lr: 7.30e-03
2024-05-08 15:52:45 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.357, Acc: 0.982, Base Lr: 7.30e-03
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2024-05-08 15:58:04 transreid.train INFO: Epoch 23 done. Time per epoch: 360.149[s] Speed: 32.5[samples/s]
2024-05-08 15:58:25 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.324, Acc: 0.980, Base Lr: 7.24e-03
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2024-05-08 16:04:08 transreid.train INFO: Epoch 24 done. Time per epoch: 363.216[s] Speed: 32.4[samples/s]
2024-05-08 16:04:28 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.318, Acc: 0.986, Base Lr: 7.18e-03
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2024-05-08 16:10:07 transreid.train INFO: Epoch 25 done. Time per epoch: 359.083[s] Speed: 32.6[samples/s]
2024-05-08 16:10:27 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.309, Acc: 0.981, Base Lr: 7.11e-03
2024-05-08 16:10:46 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.295, Acc: 0.979, Base Lr: 7.11e-03
2024-05-08 16:11:06 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.276, Acc: 0.983, Base Lr: 7.11e-03
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2024-05-08 16:12:24 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.286, Acc: 0.986, Base Lr: 7.11e-03
2024-05-08 16:12:44 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.283, Acc: 0.986, Base Lr: 7.11e-03
2024-05-08 16:13:04 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.283, Acc: 0.986, Base Lr: 7.11e-03
2024-05-08 16:13:23 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.280, Acc: 0.986, Base Lr: 7.11e-03
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2024-05-08 16:15:01 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.271, Acc: 0.987, Base Lr: 7.11e-03
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2024-05-08 16:15:40 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.264, Acc: 0.987, Base Lr: 7.11e-03
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2024-05-08 16:16:06 transreid.train INFO: Epoch 26 done. Time per epoch: 359.220[s] Speed: 32.6[samples/s]
2024-05-08 16:16:26 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.333, Acc: 0.981, Base Lr: 7.04e-03
2024-05-08 16:16:46 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.285, Acc: 0.984, Base Lr: 7.04e-03
2024-05-08 16:17:05 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.285, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 16:17:25 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.276, Acc: 0.986, Base Lr: 7.04e-03
2024-05-08 16:17:45 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.269, Acc: 0.986, Base Lr: 7.04e-03
2024-05-08 16:18:04 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.269, Acc: 0.985, Base Lr: 7.04e-03
2024-05-08 16:18:24 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.268, Acc: 0.985, Base Lr: 7.04e-03
2024-05-08 16:18:43 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.267, Acc: 0.985, Base Lr: 7.04e-03
2024-05-08 16:19:03 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.263, Acc: 0.985, Base Lr: 7.04e-03
2024-05-08 16:19:23 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.264, Acc: 0.985, Base Lr: 7.04e-03
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2024-05-08 16:20:41 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.245, Acc: 0.987, Base Lr: 7.04e-03
2024-05-08 16:21:01 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.245, Acc: 0.987, Base Lr: 7.04e-03
2024-05-08 16:21:20 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.241, Acc: 0.987, Base Lr: 7.04e-03
2024-05-08 16:21:40 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.238, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 16:22:00 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.234, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 16:22:05 transreid.train INFO: Epoch 27 done. Time per epoch: 359.451[s] Speed: 32.6[samples/s]
2024-05-08 16:22:26 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.244, Acc: 0.981, Base Lr: 6.97e-03
2024-05-08 16:22:45 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.234, Acc: 0.987, Base Lr: 6.97e-03
2024-05-08 16:23:05 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.264, Acc: 0.986, Base Lr: 6.97e-03
2024-05-08 16:23:25 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.259, Acc: 0.987, Base Lr: 6.97e-03
2024-05-08 16:23:44 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.249, Acc: 0.987, Base Lr: 6.97e-03
2024-05-08 16:24:04 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.247, Acc: 0.988, Base Lr: 6.97e-03
2024-05-08 16:24:23 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.245, Acc: 0.989, Base Lr: 6.97e-03
2024-05-08 16:24:43 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.239, Acc: 0.989, Base Lr: 6.97e-03
2024-05-08 16:25:03 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.239, Acc: 0.988, Base Lr: 6.97e-03
2024-05-08 16:25:22 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.240, Acc: 0.988, Base Lr: 6.97e-03
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2024-05-08 16:26:02 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 0.241, Acc: 0.988, Base Lr: 6.97e-03
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2024-05-08 16:27:01 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.239, Acc: 0.988, Base Lr: 6.97e-03
2024-05-08 16:27:20 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.239, Acc: 0.988, Base Lr: 6.97e-03
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2024-05-08 16:28:05 transreid.train INFO: Epoch 28 done. Time per epoch: 360.033[s] Speed: 32.5[samples/s]
2024-05-08 16:28:26 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.323, Acc: 0.975, Base Lr: 6.90e-03
2024-05-08 16:28:45 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.294, Acc: 0.983, Base Lr: 6.90e-03
2024-05-08 16:29:05 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.291, Acc: 0.986, Base Lr: 6.90e-03
2024-05-08 16:29:24 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.280, Acc: 0.989, Base Lr: 6.90e-03
2024-05-08 16:29:44 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.273, Acc: 0.989, Base Lr: 6.90e-03
2024-05-08 16:30:04 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.260, Acc: 0.989, Base Lr: 6.90e-03
2024-05-08 16:30:24 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.259, Acc: 0.989, Base Lr: 6.90e-03
2024-05-08 16:30:43 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.255, Acc: 0.989, Base Lr: 6.90e-03
2024-05-08 16:31:03 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.246, Acc: 0.990, Base Lr: 6.90e-03
2024-05-08 16:31:23 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.236, Acc: 0.991, Base Lr: 6.90e-03
2024-05-08 16:31:42 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.233, Acc: 0.991, Base Lr: 6.90e-03
2024-05-08 16:32:02 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.230, Acc: 0.991, Base Lr: 6.90e-03
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2024-05-08 16:33:01 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.224, Acc: 0.990, Base Lr: 6.90e-03
2024-05-08 16:33:20 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.222, Acc: 0.991, Base Lr: 6.90e-03
2024-05-08 16:33:40 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.219, Acc: 0.991, Base Lr: 6.90e-03
2024-05-08 16:34:00 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.214, Acc: 0.991, Base Lr: 6.90e-03
2024-05-08 16:34:06 transreid.train INFO: Epoch 29 done. Time per epoch: 360.467[s] Speed: 32.5[samples/s]
2024-05-08 16:34:26 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.267, Acc: 0.991, Base Lr: 6.83e-03
2024-05-08 16:34:46 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.252, Acc: 0.991, Base Lr: 6.83e-03
2024-05-08 16:35:06 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.233, Acc: 0.991, Base Lr: 6.83e-03
2024-05-08 16:35:25 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.228, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:35:45 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.237, Acc: 0.989, Base Lr: 6.83e-03
2024-05-08 16:36:05 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.233, Acc: 0.989, Base Lr: 6.83e-03
2024-05-08 16:36:24 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.231, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:36:44 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.235, Acc: 0.989, Base Lr: 6.83e-03
2024-05-08 16:37:04 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.234, Acc: 0.989, Base Lr: 6.83e-03
2024-05-08 16:37:24 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.234, Acc: 0.990, Base Lr: 6.83e-03
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2024-05-08 16:38:03 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.232, Acc: 0.989, Base Lr: 6.83e-03
2024-05-08 16:38:22 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.229, Acc: 0.990, Base Lr: 6.83e-03
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2024-05-08 16:39:02 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.226, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:39:21 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.221, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:39:41 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.217, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:40:00 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.212, Acc: 0.990, Base Lr: 6.83e-03
2024-05-08 16:40:08 transreid.train INFO: Epoch 30 done. Time per epoch: 362.208[s] Speed: 32.5[samples/s]
2024-05-08 16:40:28 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.235, Acc: 0.989, Base Lr: 6.76e-03
2024-05-08 16:40:48 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.233, Acc: 0.991, Base Lr: 6.76e-03
2024-05-08 16:41:07 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.236, Acc: 0.990, Base Lr: 6.76e-03
2024-05-08 16:41:27 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.225, Acc: 0.991, Base Lr: 6.76e-03
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2024-05-08 16:42:06 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.211, Acc: 0.992, Base Lr: 6.76e-03
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2024-05-08 16:42:46 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.207, Acc: 0.991, Base Lr: 6.76e-03
2024-05-08 16:43:05 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.200, Acc: 0.991, Base Lr: 6.76e-03
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2024-05-08 16:43:44 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.200, Acc: 0.991, Base Lr: 6.76e-03
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2024-05-08 16:46:06 transreid.train INFO: Epoch 31 done. Time per epoch: 358.226[s] Speed: 32.5[samples/s]
2024-05-08 16:46:27 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.165, Acc: 0.989, Base Lr: 6.68e-03
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2024-05-08 16:52:07 transreid.train INFO: Epoch 32 done. Time per epoch: 360.274[s] Speed: 32.5[samples/s]
2024-05-08 16:52:27 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.223, Acc: 0.988, Base Lr: 6.60e-03
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2024-05-08 16:58:09 transreid.train INFO: Epoch 33 done. Time per epoch: 362.616[s] Speed: 32.5[samples/s]
2024-05-08 16:58:30 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.187, Acc: 0.984, Base Lr: 6.52e-03
2024-05-08 16:58:49 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.208, Acc: 0.987, Base Lr: 6.52e-03
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2024-05-08 17:04:12 transreid.train INFO: Epoch 34 done. Time per epoch: 362.565[s] Speed: 32.5[samples/s]
2024-05-08 17:04:32 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.224, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-08 17:09:07 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.181, Acc: 0.992, Base Lr: 6.44e-03
2024-05-08 17:09:26 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.179, Acc: 0.992, Base Lr: 6.44e-03
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2024-05-08 17:10:13 transreid.train INFO: Epoch 35 done. Time per epoch: 361.544[s] Speed: 32.6[samples/s]
2024-05-08 17:10:34 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.148, Acc: 0.992, Base Lr: 6.35e-03
2024-05-08 17:10:53 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.167, Acc: 0.991, Base Lr: 6.35e-03
2024-05-08 17:11:13 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.165, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-08 17:12:12 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.157, Acc: 0.991, Base Lr: 6.35e-03
2024-05-08 17:12:32 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.161, Acc: 0.991, Base Lr: 6.35e-03
2024-05-08 17:12:51 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.160, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-08 17:16:16 transreid.train INFO: Epoch 36 done. Time per epoch: 362.512[s] Speed: 32.5[samples/s]
2024-05-08 17:16:36 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.162, Acc: 0.995, Base Lr: 6.27e-03
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2024-05-08 17:17:15 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.166, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-08 17:21:11 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.140, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-08 17:22:18 transreid.train INFO: Epoch 37 done. Time per epoch: 361.851[s] Speed: 32.5[samples/s]
2024-05-08 17:22:38 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.188, Acc: 0.994, Base Lr: 6.18e-03
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2024-05-08 17:24:16 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.173, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-08 17:24:55 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.172, Acc: 0.992, Base Lr: 6.18e-03
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2024-05-08 17:28:18 transreid.train INFO: Epoch 38 done. Time per epoch: 359.838[s] Speed: 32.5[samples/s]
2024-05-08 17:28:38 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.201, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-08 17:32:14 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.151, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:32:34 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.149, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:32:53 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.146, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:33:13 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.143, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:33:32 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.143, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:33:52 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.140, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:34:12 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.142, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 17:34:18 transreid.train INFO: Epoch 39 done. Time per epoch: 359.922[s] Speed: 32.5[samples/s]
2024-05-08 17:34:38 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.169, Acc: 0.997, Base Lr: 6.00e-03
2024-05-08 17:34:58 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.166, Acc: 0.995, Base Lr: 6.00e-03
2024-05-08 17:35:17 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.172, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:35:37 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.183, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:35:57 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.178, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:36:16 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.184, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:36:36 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.178, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:36:55 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.175, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:37:15 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.167, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:37:35 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.161, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-08 17:38:14 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.164, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:38:33 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.162, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:38:53 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.161, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:39:13 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.162, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:39:32 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.158, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:39:52 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.156, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 17:40:12 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.151, Acc: 0.994, Base Lr: 6.00e-03
2024-05-08 17:40:17 transreid.train INFO: Epoch 40 done. Time per epoch: 359.882[s] Speed: 32.5[samples/s]
2024-05-08 17:42:03 transreid.train INFO: Validation Results - Epoch: 40
2024-05-08 17:42:03 transreid.train INFO: mAP: 77.1%
2024-05-08 17:42:03 transreid.train INFO: CMC curve, Rank-1  :90.2%
2024-05-08 17:42:03 transreid.train INFO: CMC curve, Rank-5  :96.1%
2024-05-08 17:42:03 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-08 17:42:23 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.136, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 17:42:43 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.137, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:43:02 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.139, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:43:22 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.133, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:43:42 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.143, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:44:01 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.146, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:44:21 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.146, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:44:40 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.141, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:45:00 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.137, Acc: 0.996, Base Lr: 5.91e-03
2024-05-08 17:45:20 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.135, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:45:39 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.137, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:45:59 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.135, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:46:19 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.133, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:46:38 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.134, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:46:58 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.133, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:47:18 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.132, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:47:37 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.129, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:47:57 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.127, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 17:48:05 transreid.train INFO: Epoch 41 done. Time per epoch: 361.755[s] Speed: 32.6[samples/s]
2024-05-08 17:48:25 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.140, Acc: 0.991, Base Lr: 5.82e-03
2024-05-08 17:48:45 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.82e-03
2024-05-08 17:49:05 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.148, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:49:24 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.147, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:49:44 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.145, Acc: 0.996, Base Lr: 5.82e-03
2024-05-08 17:50:03 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.138, Acc: 0.996, Base Lr: 5.82e-03
2024-05-08 17:50:23 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.143, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:50:43 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.141, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:51:03 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.140, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:51:22 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.136, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:51:42 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.138, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:52:02 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.136, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:52:21 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.133, Acc: 0.996, Base Lr: 5.82e-03
2024-05-08 17:52:41 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.134, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:53:01 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.132, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:53:20 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:53:40 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.127, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:54:00 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.126, Acc: 0.996, Base Lr: 5.82e-03
2024-05-08 17:54:08 transreid.train INFO: Epoch 42 done. Time per epoch: 363.147[s] Speed: 32.4[samples/s]
2024-05-08 17:54:28 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.118, Acc: 0.988, Base Lr: 5.73e-03
2024-05-08 17:54:48 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.135, Acc: 0.988, Base Lr: 5.73e-03
2024-05-08 17:55:07 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.140, Acc: 0.990, Base Lr: 5.73e-03
2024-05-08 17:55:27 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.146, Acc: 0.990, Base Lr: 5.73e-03
2024-05-08 17:55:47 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.142, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:56:07 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.145, Acc: 0.990, Base Lr: 5.73e-03
2024-05-08 17:56:26 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.142, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:56:46 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.138, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:57:06 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.136, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:57:25 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.134, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:57:45 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.131, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:58:05 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.130, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:58:24 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.128, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:58:44 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.128, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:59:04 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.126, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:59:24 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.124, Acc: 0.993, Base Lr: 5.73e-03
2024-05-08 17:59:43 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.124, Acc: 0.993, Base Lr: 5.73e-03
2024-05-08 18:00:03 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.120, Acc: 0.993, Base Lr: 5.73e-03
2024-05-08 18:00:11 transreid.train INFO: Epoch 43 done. Time per epoch: 362.879[s] Speed: 32.5[samples/s]
2024-05-08 18:00:31 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.125, Acc: 0.997, Base Lr: 5.63e-03
2024-05-08 18:00:51 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.142, Acc: 0.998, Base Lr: 5.63e-03
2024-05-08 18:01:11 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.147, Acc: 0.997, Base Lr: 5.63e-03
2024-05-08 18:01:30 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.140, Acc: 0.996, Base Lr: 5.63e-03
2024-05-08 18:01:50 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.134, Acc: 0.997, Base Lr: 5.63e-03
2024-05-08 18:02:10 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.138, Acc: 0.996, Base Lr: 5.63e-03
2024-05-08 18:02:30 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.134, Acc: 0.996, Base Lr: 5.63e-03
2024-05-08 18:02:49 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.129, Acc: 0.996, Base Lr: 5.63e-03
2024-05-08 18:03:09 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:03:29 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:03:48 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.131, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:04:08 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.129, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:04:28 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:04:47 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.129, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:05:07 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.127, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:05:27 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.128, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:05:47 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.125, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:06:06 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.122, Acc: 0.995, Base Lr: 5.63e-03
2024-05-08 18:06:14 transreid.train INFO: Epoch 44 done. Time per epoch: 363.198[s] Speed: 32.4[samples/s]
2024-05-08 18:06:34 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.120, Acc: 0.998, Base Lr: 5.54e-03
2024-05-08 18:06:54 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.122, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:07:14 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.117, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:07:33 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.122, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 18:07:53 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.125, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 18:08:13 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.120, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 18:08:32 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.121, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:08:52 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.119, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:09:12 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.116, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:09:31 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.114, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:09:51 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.112, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:10:11 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.109, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:10:30 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.108, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:10:50 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.106, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:11:10 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.107, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:11:30 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.108, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:11:49 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.110, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:12:09 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.107, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 18:12:15 transreid.train INFO: Epoch 45 done. Time per epoch: 360.866[s] Speed: 32.5[samples/s]
2024-05-08 18:12:36 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.094, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:12:55 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.105, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:13:15 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.134, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 18:13:34 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.134, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 18:13:54 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.137, Acc: 0.992, Base Lr: 5.44e-03
2024-05-08 18:14:14 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.140, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 18:14:34 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.140, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:14:53 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.132, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:15:13 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.129, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:15:33 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.127, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 18:15:53 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.123, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:16:13 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.125, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:16:32 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.125, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:16:52 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.124, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:17:12 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.122, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:17:31 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.123, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:17:51 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.122, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:18:11 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.123, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 18:18:17 transreid.train INFO: Epoch 46 done. Time per epoch: 361.873[s] Speed: 32.4[samples/s]
2024-05-08 18:18:37 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.129, Acc: 0.995, Base Lr: 5.34e-03
2024-05-08 18:18:57 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.131, Acc: 0.995, Base Lr: 5.34e-03
2024-05-08 18:19:16 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.117, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:19:36 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.114, Acc: 0.995, Base Lr: 5.34e-03
2024-05-08 18:19:56 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.111, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:20:15 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.107, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:20:35 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.103, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:20:54 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.102, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:21:14 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.102, Acc: 0.996, Base Lr: 5.34e-03
2024-05-08 18:21:33 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.102, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-08 18:24:18 transreid.train INFO: Epoch 47 done. Time per epoch: 361.021[s] Speed: 32.6[samples/s]
2024-05-08 18:24:38 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.100, Acc: 0.997, Base Lr: 5.24e-03
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2024-05-08 18:30:17 transreid.train INFO: Epoch 48 done. Time per epoch: 359.288[s] Speed: 32.8[samples/s]
2024-05-08 18:30:37 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.137, Acc: 0.998, Base Lr: 5.14e-03
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2024-05-08 18:36:14 transreid.train INFO: Epoch 49 done. Time per epoch: 357.048[s] Speed: 32.8[samples/s]
2024-05-08 18:36:34 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.142, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-08 18:38:12 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.111, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-08 18:42:14 transreid.train INFO: Epoch 50 done. Time per epoch: 359.406[s] Speed: 32.8[samples/s]
2024-05-08 18:42:34 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.116, Acc: 0.997, Base Lr: 4.94e-03
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2024-05-08 18:44:11 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.115, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-08 18:46:28 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.098, Acc: 0.997, Base Lr: 4.94e-03
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2024-05-08 18:47:08 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.098, Acc: 0.997, Base Lr: 4.94e-03
2024-05-08 18:47:27 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.097, Acc: 0.997, Base Lr: 4.94e-03
2024-05-08 18:47:47 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.097, Acc: 0.997, Base Lr: 4.94e-03
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2024-05-08 18:48:14 transreid.train INFO: Epoch 51 done. Time per epoch: 360.553[s] Speed: 32.7[samples/s]
2024-05-08 18:48:34 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.126, Acc: 1.000, Base Lr: 4.84e-03
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2024-05-08 18:50:12 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.101, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-08 18:50:51 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.099, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-08 18:53:07 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.096, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-08 18:54:14 transreid.train INFO: Epoch 52 done. Time per epoch: 359.672[s] Speed: 32.7[samples/s]
2024-05-08 18:54:34 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-08 18:55:13 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.113, Acc: 0.995, Base Lr: 4.74e-03
2024-05-08 18:55:33 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.119, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-08 18:56:12 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.106, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-08 18:56:51 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-08 18:59:07 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.095, Acc: 0.996, Base Lr: 4.74e-03
2024-05-08 18:59:27 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.095, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-08 19:00:06 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.093, Acc: 0.996, Base Lr: 4.74e-03
2024-05-08 19:00:14 transreid.train INFO: Epoch 53 done. Time per epoch: 359.907[s] Speed: 32.7[samples/s]
2024-05-08 19:00:34 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.111, Acc: 1.000, Base Lr: 4.63e-03
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2024-05-08 19:02:12 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-08 19:02:51 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.107, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-08 19:03:30 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-08 19:05:47 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.094, Acc: 0.996, Base Lr: 4.63e-03
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2024-05-08 19:06:14 transreid.train INFO: Epoch 54 done. Time per epoch: 360.204[s] Speed: 32.7[samples/s]
2024-05-08 19:06:34 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.086, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-08 19:09:49 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.093, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-08 19:12:11 transreid.train INFO: Epoch 55 done. Time per epoch: 356.753[s] Speed: 32.8[samples/s]
2024-05-08 19:12:31 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.111, Acc: 0.995, Base Lr: 4.43e-03
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2024-05-08 19:17:04 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.091, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-08 19:17:43 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.089, Acc: 0.997, Base Lr: 4.43e-03
2024-05-08 19:18:03 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.089, Acc: 0.997, Base Lr: 4.43e-03
2024-05-08 19:18:08 transreid.train INFO: Epoch 56 done. Time per epoch: 357.647[s] Speed: 32.7[samples/s]
2024-05-08 19:18:29 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 19:18:48 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 19:19:07 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.139, Acc: 0.995, Base Lr: 4.32e-03
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2024-05-08 19:20:06 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.118, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:20:26 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.111, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:20:45 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.111, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:21:05 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.112, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 19:21:24 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.111, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 19:21:44 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.108, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 19:22:04 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.106, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-08 19:23:02 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.098, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:23:22 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.096, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:23:42 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.094, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:24:01 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.091, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 19:24:09 transreid.train INFO: Epoch 57 done. Time per epoch: 360.452[s] Speed: 32.7[samples/s]
2024-05-08 19:24:29 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.066, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 19:24:49 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.067, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 19:25:08 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:25:28 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:25:48 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.22e-03
2024-05-08 19:26:07 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.22e-03
2024-05-08 19:26:27 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.070, Acc: 0.996, Base Lr: 4.22e-03
2024-05-08 19:26:46 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.078, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:27:06 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.075, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:27:25 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:27:45 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.075, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:28:04 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.074, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:28:24 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:28:44 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.072, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:29:04 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:29:23 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.071, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:29:43 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.071, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:30:02 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.069, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 19:30:08 transreid.train INFO: Epoch 58 done. Time per epoch: 359.360[s] Speed: 32.6[samples/s]
2024-05-08 19:30:28 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.107, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 19:30:48 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.097, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 19:31:07 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.095, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:31:27 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.091, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:31:47 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.090, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:32:06 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.090, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:32:26 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.086, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:32:46 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.086, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:33:05 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.085, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:33:25 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.083, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:33:45 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.082, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:34:04 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.081, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:34:24 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.081, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:34:44 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.078, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:35:03 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:35:23 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.077, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:35:42 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.076, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:36:02 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.075, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 19:36:10 transreid.train INFO: Epoch 59 done. Time per epoch: 361.649[s] Speed: 32.6[samples/s]
2024-05-08 19:36:30 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.117, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 19:36:50 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.01e-03
2024-05-08 19:37:09 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.107, Acc: 0.994, Base Lr: 4.01e-03
2024-05-08 19:37:29 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 19:37:48 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.092, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 19:38:08 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.088, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 19:38:27 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.087, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 19:38:47 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.085, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:39:06 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.086, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:39:26 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.086, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:39:46 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.084, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:40:05 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.083, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:40:25 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.080, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:40:44 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:41:04 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:41:23 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.080, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 19:41:43 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.01e-03
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2024-05-08 19:42:08 transreid.train INFO: Epoch 60 done. Time per epoch: 358.219[s] Speed: 32.7[samples/s]
2024-05-08 19:43:53 transreid.train INFO: Validation Results - Epoch: 60
2024-05-08 19:43:53 transreid.train INFO: mAP: 78.6%
2024-05-08 19:43:53 transreid.train INFO: CMC curve, Rank-1  :90.4%
2024-05-08 19:43:53 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-08 19:43:53 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-08 19:44:13 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.079, Acc: 1.000, Base Lr: 3.90e-03
2024-05-08 19:44:33 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.075, Acc: 0.999, Base Lr: 3.90e-03
2024-05-08 19:44:52 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.073, Acc: 0.998, Base Lr: 3.90e-03
2024-05-08 19:45:12 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.081, Acc: 0.999, Base Lr: 3.90e-03
2024-05-08 19:45:31 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.084, Acc: 0.998, Base Lr: 3.90e-03
2024-05-08 19:45:51 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.080, Acc: 0.998, Base Lr: 3.90e-03
2024-05-08 19:46:10 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.082, Acc: 0.998, Base Lr: 3.90e-03
2024-05-08 19:46:30 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:46:49 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:47:08 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:47:28 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.090, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:47:48 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.088, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:48:07 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:48:27 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:48:46 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.083, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:49:06 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.081, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:49:25 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.079, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:49:44 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.077, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:49:52 transreid.train INFO: Epoch 61 done. Time per epoch: 358.836[s] Speed: 32.8[samples/s]
2024-05-08 19:50:13 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.106, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:50:32 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.111, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:50:51 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.092, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:51:11 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.100, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:51:30 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.095, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:51:50 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:52:09 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.088, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:52:29 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.092, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:52:48 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.087, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:53:08 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.086, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:53:27 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:53:47 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:54:06 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.082, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:54:26 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.082, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:54:45 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.082, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:55:04 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.080, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:55:24 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.078, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:55:43 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.077, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 19:55:49 transreid.train INFO: Epoch 62 done. Time per epoch: 357.181[s] Speed: 32.8[samples/s]
2024-05-08 19:56:10 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.110, Acc: 0.994, Base Lr: 3.69e-03
2024-05-08 19:56:29 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.103, Acc: 0.995, Base Lr: 3.69e-03
2024-05-08 19:56:48 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.69e-03
2024-05-08 19:57:08 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.088, Acc: 0.996, Base Lr: 3.69e-03
2024-05-08 19:57:27 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.086, Acc: 0.997, Base Lr: 3.69e-03
2024-05-08 19:57:47 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.085, Acc: 0.997, Base Lr: 3.69e-03
2024-05-08 19:58:06 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.081, Acc: 0.997, Base Lr: 3.69e-03
2024-05-08 19:58:26 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.078, Acc: 0.997, Base Lr: 3.69e-03
2024-05-08 19:58:45 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.076, Acc: 0.997, Base Lr: 3.69e-03
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2024-05-08 20:01:46 transreid.train INFO: Epoch 63 done. Time per epoch: 356.588[s] Speed: 32.8[samples/s]
2024-05-08 20:02:06 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.110, Acc: 0.994, Base Lr: 3.59e-03
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2024-05-08 20:07:43 transreid.train INFO: Epoch 64 done. Time per epoch: 356.934[s] Speed: 32.8[samples/s]
2024-05-08 20:08:03 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.075, Acc: 0.994, Base Lr: 3.49e-03
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2024-05-08 20:13:42 transreid.train INFO: Epoch 65 done. Time per epoch: 359.444[s] Speed: 32.8[samples/s]
2024-05-08 20:14:02 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.059, Acc: 1.000, Base Lr: 3.38e-03
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2024-05-08 20:19:40 transreid.train INFO: Epoch 66 done. Time per epoch: 357.981[s] Speed: 32.7[samples/s]
2024-05-08 20:20:00 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.071, Acc: 0.994, Base Lr: 3.28e-03
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2024-05-08 20:25:39 transreid.train INFO: Epoch 67 done. Time per epoch: 359.154[s] Speed: 32.8[samples/s]
2024-05-08 20:25:59 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-08 20:31:37 transreid.train INFO: Epoch 68 done. Time per epoch: 357.310[s] Speed: 32.8[samples/s]
2024-05-08 20:31:57 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.085, Acc: 0.995, Base Lr: 3.08e-03
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2024-05-08 20:34:14 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.076, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-08 20:37:37 transreid.train INFO: Epoch 69 done. Time per epoch: 359.800[s] Speed: 32.7[samples/s]
2024-05-08 20:37:57 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.072, Acc: 0.997, Base Lr: 2.97e-03
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2024-05-08 20:40:13 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.068, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-08 20:43:34 transreid.train INFO: Epoch 70 done. Time per epoch: 357.744[s] Speed: 32.7[samples/s]
2024-05-08 20:43:54 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.060, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-08 20:49:34 transreid.train INFO: Epoch 71 done. Time per epoch: 359.257[s] Speed: 32.8[samples/s]
2024-05-08 20:49:54 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.053, Acc: 1.000, Base Lr: 2.77e-03
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2024-05-08 20:55:29 transreid.train INFO: Epoch 72 done. Time per epoch: 355.909[s] Speed: 32.9[samples/s]
2024-05-08 20:55:49 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.091, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-08 21:01:25 transreid.train INFO: Epoch 73 done. Time per epoch: 355.633[s] Speed: 32.9[samples/s]
2024-05-08 21:01:45 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.049, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-08 21:07:22 transreid.train INFO: Epoch 74 done. Time per epoch: 357.246[s] Speed: 32.8[samples/s]
2024-05-08 21:07:42 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.065, Acc: 0.997, Base Lr: 2.48e-03
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2024-05-08 21:13:19 transreid.train INFO: Epoch 75 done. Time per epoch: 356.165[s] Speed: 32.9[samples/s]
2024-05-08 21:13:39 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.093, Acc: 0.994, Base Lr: 2.38e-03
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2024-05-08 21:19:15 transreid.train INFO: Epoch 76 done. Time per epoch: 356.487[s] Speed: 32.9[samples/s]
2024-05-08 21:19:35 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.042, Acc: 0.995, Base Lr: 2.29e-03
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2024-05-08 21:25:12 transreid.train INFO: Epoch 77 done. Time per epoch: 357.398[s] Speed: 32.8[samples/s]
2024-05-08 21:25:33 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.066, Acc: 0.997, Base Lr: 2.20e-03
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2024-05-08 21:31:10 transreid.train INFO: Epoch 78 done. Time per epoch: 358.070[s] Speed: 32.7[samples/s]
2024-05-08 21:31:31 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.084, Acc: 0.994, Base Lr: 2.10e-03
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2024-05-08 21:34:46 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.067, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-08 21:36:04 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.060, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-08 21:37:10 transreid.train INFO: Epoch 79 done. Time per epoch: 359.537[s] Speed: 32.8[samples/s]
2024-05-08 21:37:30 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.070, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:37:50 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.072, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:38:09 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.065, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-08 21:39:08 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.071, Acc: 0.997, Base Lr: 2.01e-03
2024-05-08 21:39:27 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.070, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:39:47 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.067, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:40:06 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:40:26 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.063, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:40:45 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:41:05 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-08 21:42:03 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.01e-03
2024-05-08 21:42:23 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-08 21:43:08 transreid.train INFO: Epoch 80 done. Time per epoch: 357.884[s] Speed: 32.7[samples/s]
2024-05-08 21:44:53 transreid.train INFO: Validation Results - Epoch: 80
2024-05-08 21:44:53 transreid.train INFO: mAP: 79.3%
2024-05-08 21:44:53 transreid.train INFO: CMC curve, Rank-1  :90.8%
2024-05-08 21:44:53 transreid.train INFO: CMC curve, Rank-5  :96.4%
2024-05-08 21:44:53 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-08 21:45:14 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.92e-03
2024-05-08 21:45:33 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:45:52 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:46:12 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:46:31 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-08 21:47:11 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:47:30 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:47:50 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:48:09 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-08 21:48:48 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:49:08 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-08 21:49:47 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:50:06 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:50:26 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:50:45 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 21:50:55 transreid.train INFO: Epoch 81 done. Time per epoch: 360.966[s] Speed: 32.8[samples/s]
2024-05-08 21:51:15 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.042, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:51:35 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.052, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:51:54 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.062, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:52:14 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.057, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:52:33 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.065, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:52:53 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.062, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:53:12 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.061, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:53:32 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.056, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:53:51 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.058, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:54:11 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.056, Acc: 1.000, Base Lr: 1.83e-03
2024-05-08 21:54:30 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.056, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:54:50 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.056, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:55:09 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.055, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:55:29 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.053, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:55:48 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.053, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:56:08 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.054, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:56:27 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.054, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:56:47 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.052, Acc: 0.999, Base Lr: 1.83e-03
2024-05-08 21:56:52 transreid.train INFO: Epoch 82 done. Time per epoch: 357.721[s] Speed: 32.7[samples/s]
2024-05-08 21:57:13 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:57:32 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:57:51 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:58:11 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.75e-03
2024-05-08 21:58:30 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:58:50 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:59:09 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:59:29 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:59:48 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:00:07 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:00:27 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:00:46 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:01:06 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:01:26 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:01:45 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:02:04 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:02:24 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:02:43 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 22:02:51 transreid.train INFO: Epoch 83 done. Time per epoch: 358.376[s] Speed: 32.9[samples/s]
2024-05-08 22:03:11 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.66e-03
2024-05-08 22:03:30 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.66e-03
2024-05-08 22:03:50 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.056, Acc: 0.995, Base Lr: 1.66e-03
2024-05-08 22:04:09 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.66e-03
2024-05-08 22:04:28 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.66e-03
2024-05-08 22:04:48 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.66e-03
2024-05-08 22:05:07 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 22:05:26 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
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2024-05-08 22:06:05 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 22:06:25 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 22:06:44 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 22:07:03 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 22:07:23 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 22:07:42 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 22:08:01 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 22:08:21 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 22:08:40 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 22:08:46 transreid.train INFO: Epoch 84 done. Time per epoch: 355.425[s] Speed: 33.0[samples/s]
2024-05-08 22:09:06 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:09:26 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:09:45 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.064, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:10:05 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.065, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:10:24 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.062, Acc: 0.999, Base Lr: 1.58e-03
2024-05-08 22:10:43 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:11:03 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:11:22 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.058, Acc: 0.999, Base Lr: 1.58e-03
2024-05-08 22:11:42 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:12:01 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:12:21 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:12:40 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:12:59 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:13:19 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:13:38 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:13:58 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 22:14:17 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.58e-03
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2024-05-08 22:14:42 transreid.train INFO: Epoch 85 done. Time per epoch: 356.053[s] Speed: 32.9[samples/s]
2024-05-08 22:15:02 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.50e-03
2024-05-08 22:15:21 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.50e-03
2024-05-08 22:15:41 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:16:00 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:16:20 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:16:39 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:16:59 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:17:18 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:17:38 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:17:57 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:18:16 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:18:36 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:18:55 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:19:15 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:19:34 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:19:53 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:20:13 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 22:20:33 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 22:20:38 transreid.train INFO: Epoch 86 done. Time per epoch: 356.095[s] Speed: 32.9[samples/s]
2024-05-08 22:20:58 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.107, Acc: 0.995, Base Lr: 1.42e-03
2024-05-08 22:21:18 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.078, Acc: 0.998, Base Lr: 1.42e-03
2024-05-08 22:21:37 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-08 22:22:36 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.42e-03
2024-05-08 22:22:55 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.42e-03
2024-05-08 22:23:14 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.065, Acc: 0.998, Base Lr: 1.42e-03
2024-05-08 22:23:34 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-08 22:26:34 transreid.train INFO: Epoch 87 done. Time per epoch: 355.991[s] Speed: 32.9[samples/s]
2024-05-08 22:26:55 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.063, Acc: 1.000, Base Lr: 1.34e-03
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2024-05-08 22:32:31 transreid.train INFO: Epoch 88 done. Time per epoch: 356.781[s] Speed: 32.8[samples/s]
2024-05-08 22:32:51 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.26e-03
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2024-05-08 22:38:28 transreid.train INFO: Epoch 89 done. Time per epoch: 357.102[s] Speed: 33.0[samples/s]
2024-05-08 22:38:48 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.106, Acc: 0.992, Base Lr: 1.19e-03
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2024-05-08 22:41:05 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-08 22:43:20 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-08 22:44:25 transreid.train INFO: Epoch 90 done. Time per epoch: 356.475[s] Speed: 32.9[samples/s]
2024-05-08 22:44:45 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-08 22:45:23 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-08 22:47:00 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-08 22:48:18 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-08 22:49:16 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.11e-03
2024-05-08 22:49:36 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-08 22:50:20 transreid.train INFO: Epoch 91 done. Time per epoch: 355.182[s] Speed: 33.0[samples/s]
2024-05-08 22:50:40 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.081, Acc: 0.998, Base Lr: 1.04e-03
2024-05-08 22:50:59 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.071, Acc: 0.998, Base Lr: 1.04e-03
2024-05-08 22:51:19 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.068, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-08 22:52:17 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-08 22:52:55 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-08 22:55:11 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.04e-03
2024-05-08 22:55:31 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-08 22:56:15 transreid.train INFO: Epoch 92 done. Time per epoch: 355.042[s] Speed: 33.0[samples/s]
2024-05-08 22:56:35 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.086, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-08 22:58:51 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-08 23:01:07 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 9.72e-04
2024-05-08 23:01:26 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.046, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-08 23:02:11 transreid.train INFO: Epoch 93 done. Time per epoch: 355.694[s] Speed: 32.9[samples/s]
2024-05-08 23:02:31 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-08 23:08:07 transreid.train INFO: Epoch 94 done. Time per epoch: 356.822[s] Speed: 32.8[samples/s]
2024-05-08 23:08:27 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 8.41e-04
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2024-05-08 23:11:23 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.051, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-08 23:14:07 transreid.train INFO: Epoch 95 done. Time per epoch: 359.227[s] Speed: 32.8[samples/s]
2024-05-08 23:14:27 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.060, Acc: 0.997, Base Lr: 7.78e-04
2024-05-08 23:14:46 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.055, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-08 23:18:00 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.051, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 23:18:19 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.050, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 23:18:39 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.050, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 23:18:58 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.051, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 23:19:18 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.051, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 23:19:37 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.049, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-08 23:20:02 transreid.train INFO: Epoch 96 done. Time per epoch: 355.571[s] Speed: 32.9[samples/s]
2024-05-08 23:20:22 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.047, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:20:42 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.044, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 23:21:01 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.048, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-08 23:21:59 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.055, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:22:19 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.055, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:22:38 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.055, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-08 23:23:17 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.053, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:23:36 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.051, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:23:56 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.051, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:24:15 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.054, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-08 23:24:54 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.052, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:25:13 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.051, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 23:25:33 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.051, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 23:25:52 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.050, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 23:26:00 transreid.train INFO: Epoch 97 done. Time per epoch: 357.541[s] Speed: 32.9[samples/s]
2024-05-08 23:26:20 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 6.60e-04
2024-05-08 23:26:39 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:26:59 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.057, Acc: 0.996, Base Lr: 6.60e-04
2024-05-08 23:27:18 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.054, Acc: 0.997, Base Lr: 6.60e-04
2024-05-08 23:27:37 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.050, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:27:57 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:28:16 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:28:36 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:28:55 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:29:15 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:29:34 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:29:54 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:30:13 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:30:33 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:30:52 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:31:11 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:31:31 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:31:50 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 23:31:58 transreid.train INFO: Epoch 98 done. Time per epoch: 358.191[s] Speed: 32.9[samples/s]
2024-05-08 23:32:18 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:32:37 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.041, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:32:57 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:33:16 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:33:36 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.041, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:33:55 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.041, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:34:14 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.042, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:34:33 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:34:53 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:35:12 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:35:32 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:35:51 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:36:11 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:36:30 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 23:36:49 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:37:09 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:37:28 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:37:47 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 23:37:55 transreid.train INFO: Epoch 99 done. Time per epoch: 357.256[s] Speed: 33.0[samples/s]
2024-05-08 23:38:15 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.51e-04
2024-05-08 23:38:35 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:38:54 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.047, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:39:14 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.057, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:39:33 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.055, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 23:39:52 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.055, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:40:12 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.054, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:40:31 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.056, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:40:50 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.053, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:41:10 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.054, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:41:29 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.054, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:41:49 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.052, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:42:08 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.051, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:42:28 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:42:47 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.051, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:43:06 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:43:26 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:43:45 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 23:43:53 transreid.train INFO: Epoch 100 done. Time per epoch: 357.855[s] Speed: 32.9[samples/s]
2024-05-08 23:45:36 transreid.train INFO: Validation Results - Epoch: 100
2024-05-08 23:45:36 transreid.train INFO: mAP: 79.9%
2024-05-08 23:45:36 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-08 23:45:36 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-08 23:45:36 transreid.train INFO: CMC curve, Rank-10 :98.3%
2024-05-08 23:45:57 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.053, Acc: 1.000, Base Lr: 5.00e-04
2024-05-08 23:46:16 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.048, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:46:35 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.048, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:46:55 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.043, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:47:14 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.044, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:47:34 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:47:53 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.046, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:48:12 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
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2024-05-08 23:49:10 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.046, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:49:30 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.044, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:49:49 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.046, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:50:09 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:50:28 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:50:47 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:51:07 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:51:26 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.046, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 23:51:32 transreid.train INFO: Epoch 101 done. Time per epoch: 355.566[s] Speed: 32.9[samples/s]
2024-05-08 23:51:52 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:52:11 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.053, Acc: 0.999, Base Lr: 4.51e-04
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2024-05-08 23:52:50 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:53:10 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:53:29 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:53:48 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:54:08 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:54:27 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:54:46 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:55:06 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:55:25 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:55:45 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:56:04 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:56:23 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:56:43 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:57:02 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:57:22 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 23:57:28 transreid.train INFO: Epoch 102 done. Time per epoch: 355.315[s] Speed: 33.0[samples/s]
2024-05-08 23:57:48 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.05e-04
2024-05-08 23:58:07 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 23:58:26 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.041, Acc: 0.999, Base Lr: 4.05e-04
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2024-05-08 23:59:05 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 23:59:24 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.052, Acc: 0.999, Base Lr: 4.05e-04
2024-05-08 23:59:44 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.052, Acc: 0.999, Base Lr: 4.05e-04
2024-05-09 00:00:03 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.051, Acc: 0.999, Base Lr: 4.05e-04
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2024-05-09 00:03:24 transreid.train INFO: Epoch 103 done. Time per epoch: 356.013[s] Speed: 33.1[samples/s]
2024-05-09 00:03:44 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-09 00:09:22 transreid.train INFO: Epoch 104 done. Time per epoch: 357.965[s] Speed: 32.9[samples/s]
2024-05-09 00:09:41 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.064, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-09 00:15:17 transreid.train INFO: Epoch 105 done. Time per epoch: 354.980[s] Speed: 33.0[samples/s]
2024-05-09 00:15:37 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-09 00:21:14 transreid.train INFO: Epoch 106 done. Time per epoch: 357.106[s] Speed: 33.0[samples/s]
2024-05-09 00:21:34 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 2.45e-04
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2024-05-09 00:26:04 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-09 00:27:10 transreid.train INFO: Epoch 107 done. Time per epoch: 356.390[s] Speed: 33.0[samples/s]
2024-05-09 00:27:30 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.050, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-09 00:33:07 transreid.train INFO: Epoch 108 done. Time per epoch: 357.051[s] Speed: 33.0[samples/s]
2024-05-09 00:33:27 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.80e-04
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2024-05-09 00:39:04 transreid.train INFO: Epoch 109 done. Time per epoch: 356.395[s] Speed: 33.0[samples/s]
2024-05-09 00:39:23 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 1.52e-04
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2024-05-09 00:44:58 transreid.train INFO: Epoch 110 done. Time per epoch: 354.643[s] Speed: 33.0[samples/s]
2024-05-09 00:45:18 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.26e-04
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2024-05-09 00:50:55 transreid.train INFO: Epoch 111 done. Time per epoch: 356.878[s] Speed: 33.0[samples/s]
2024-05-09 00:51:15 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.036, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-09 00:56:51 transreid.train INFO: Epoch 112 done. Time per epoch: 355.897[s] Speed: 33.1[samples/s]
2024-05-09 00:57:11 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.118, Acc: 0.995, Base Lr: 8.28e-05
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2024-05-09 01:02:46 transreid.train INFO: Epoch 113 done. Time per epoch: 354.699[s] Speed: 33.0[samples/s]
2024-05-09 01:03:05 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 6.51e-05
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2024-05-09 01:08:41 transreid.train INFO: Epoch 114 done. Time per epoch: 355.720[s] Speed: 33.1[samples/s]
2024-05-09 01:09:01 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.045, Acc: 1.000, Base Lr: 5.02e-05
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2024-05-09 01:14:36 transreid.train INFO: Epoch 115 done. Time per epoch: 354.282[s] Speed: 33.1[samples/s]
2024-05-09 01:14:55 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.062, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-09 01:20:33 transreid.train INFO: Epoch 116 done. Time per epoch: 357.063[s] Speed: 33.0[samples/s]
2024-05-09 01:20:52 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-09 01:26:29 transreid.train INFO: Epoch 117 done. Time per epoch: 355.842[s] Speed: 33.1[samples/s]
2024-05-09 01:26:48 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.033, Acc: 1.000, Base Lr: 2.15e-05
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2024-05-09 01:32:24 transreid.train INFO: Epoch 118 done. Time per epoch: 355.817[s] Speed: 33.1[samples/s]
2024-05-09 01:32:44 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.058, Acc: 1.000, Base Lr: 1.74e-05
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2024-05-09 01:35:38 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.052, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:35:57 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.052, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:36:16 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.050, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:36:36 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.048, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:36:55 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.046, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:37:14 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.046, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:37:33 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:37:53 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:38:12 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.044, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 01:38:20 transreid.train INFO: Epoch 119 done. Time per epoch: 355.859[s] Speed: 33.1[samples/s]
2024-05-09 01:38:40 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:38:59 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:39:19 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 01:39:38 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:39:57 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:40:17 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:40:36 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:40:55 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 01:41:14 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 01:41:34 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:41:53 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:42:12 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:42:32 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:42:51 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:43:11 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:43:30 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:43:49 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:44:09 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 01:44:16 transreid.train INFO: Epoch 120 done. Time per epoch: 356.175[s] Speed: 33.1[samples/s]
2024-05-09 01:46:00 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 01:46:00 transreid.train INFO: mAP: 80.2%
2024-05-09 01:46:00 transreid.train INFO: CMC curve, Rank-1  :91.6%
2024-05-09 01:46:00 transreid.train INFO: CMC curve, Rank-5  :96.7%
2024-05-09 01:46:00 transreid.train INFO: CMC curve, Rank-10 :98.2%
