2024-05-02 13:55:26 transreid INFO: Saving model in the path :log/transreid/market/resnet50_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 13:55:26 transreid INFO: Loaded configuration file configs/market/resnet50_ibn.yml
2024-05-02 13:55:26 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: resnet50_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet50_ibn.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/resnet50_ibn_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: 
2024-05-02 13:55:27 transreid.check INFO: Dataset statistics:
2024-05-02 13:55:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:55:27 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 13:55:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:55:27 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-02 13:55:27 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-02 13:55:27 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-02 13:55:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:55:29 transreid INFO: ===========using cosine learning rate=======
2024-05-02 13:55:29 transreid.train INFO: start training
2024-05-02 13:55:53 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 10.506, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 13:55:59 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 10.170, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:56:06 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.873, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:56:12 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.736, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:56:19 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.608, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:56:25 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.512, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:56:32 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.428, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:56:39 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.355, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:56:46 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.291, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:56:52 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.240, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 13:56:59 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.193, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 13:57:06 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.142, Acc: 0.005, Base Lr: 4.76e-04
2024-05-02 13:57:12 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.097, Acc: 0.005, Base Lr: 4.76e-04
2024-05-02 13:57:19 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.058, Acc: 0.006, Base Lr: 4.76e-04
2024-05-02 13:57:26 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.022, Acc: 0.006, Base Lr: 4.76e-04
2024-05-02 13:57:32 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.985, Acc: 0.008, Base Lr: 4.76e-04
2024-05-02 13:57:39 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.953, Acc: 0.009, Base Lr: 4.76e-04
2024-05-02 13:57:46 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.921, Acc: 0.012, Base Lr: 4.76e-04
2024-05-02 13:57:48 transreid.train INFO: Epoch 1 done. Time per epoch: 139.091[s] Speed: 84.2[samples/s]
2024-05-02 13:57:55 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.348, Acc: 0.028, Base Lr: 8.72e-04
2024-05-02 13:58:01 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.278, Acc: 0.043, Base Lr: 8.72e-04
2024-05-02 13:58:08 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.211, Acc: 0.060, Base Lr: 8.72e-04
2024-05-02 13:58:15 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.178, Acc: 0.061, Base Lr: 8.72e-04
2024-05-02 13:58:21 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.139, Acc: 0.061, Base Lr: 8.72e-04
2024-05-02 13:58:28 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.090, Acc: 0.061, Base Lr: 8.72e-04
2024-05-02 13:58:35 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.044, Acc: 0.061, Base Lr: 8.72e-04
2024-05-02 13:58:41 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.013, Acc: 0.062, Base Lr: 8.72e-04
2024-05-02 13:58:47 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.979, Acc: 0.066, Base Lr: 8.72e-04
2024-05-02 13:58:54 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.945, Acc: 0.068, Base Lr: 8.72e-04
2024-05-02 13:59:00 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.908, Acc: 0.072, Base Lr: 8.72e-04
2024-05-02 13:59:07 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.874, Acc: 0.076, Base Lr: 8.72e-04
2024-05-02 13:59:14 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.834, Acc: 0.083, Base Lr: 8.72e-04
2024-05-02 13:59:20 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.799, Acc: 0.085, Base Lr: 8.72e-04
2024-05-02 13:59:27 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.762, Acc: 0.091, Base Lr: 8.72e-04
2024-05-02 13:59:33 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.723, Acc: 0.094, Base Lr: 8.72e-04
2024-05-02 13:59:40 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.668, Acc: 0.100, Base Lr: 8.72e-04
2024-05-02 13:59:46 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.606, Acc: 0.116, Base Lr: 8.72e-04
2024-05-02 13:59:48 transreid.train INFO: Epoch 2 done. Time per epoch: 120.299[s] Speed: 97.4[samples/s]
2024-05-02 13:59:56 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.150, Acc: 0.038, Base Lr: 1.27e-03
2024-05-02 14:00:02 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 6.973, Acc: 0.053, Base Lr: 1.27e-03
2024-05-02 14:00:09 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 6.966, Acc: 0.048, Base Lr: 1.27e-03
2024-05-02 14:00:15 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 6.898, Acc: 0.058, Base Lr: 1.27e-03
2024-05-02 14:00:21 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 6.827, Acc: 0.067, Base Lr: 1.27e-03
2024-05-02 14:00:27 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 6.788, Acc: 0.069, Base Lr: 1.27e-03
2024-05-02 14:00:34 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 6.717, Acc: 0.072, Base Lr: 1.27e-03
2024-05-02 14:00:40 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 6.649, Acc: 0.078, Base Lr: 1.27e-03
2024-05-02 14:00:47 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.582, Acc: 0.086, Base Lr: 1.27e-03
2024-05-02 14:00:53 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.514, Acc: 0.094, Base Lr: 1.27e-03
2024-05-02 14:01:00 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.443, Acc: 0.101, Base Lr: 1.27e-03
2024-05-02 14:01:06 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.383, Acc: 0.107, Base Lr: 1.27e-03
2024-05-02 14:01:12 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.324, Acc: 0.115, Base Lr: 1.27e-03
2024-05-02 14:01:19 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.250, Acc: 0.124, Base Lr: 1.27e-03
2024-05-02 14:01:25 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.172, Acc: 0.136, Base Lr: 1.27e-03
2024-05-02 14:01:32 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.093, Acc: 0.147, Base Lr: 1.27e-03
2024-05-02 14:01:38 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.004, Acc: 0.158, Base Lr: 1.27e-03
2024-05-02 14:01:45 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 5.881, Acc: 0.177, Base Lr: 1.27e-03
2024-05-02 14:01:47 transreid.train INFO: Epoch 3 done. Time per epoch: 118.617[s] Speed: 98.7[samples/s]
2024-05-02 14:01:53 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 5.514, Acc: 0.098, Base Lr: 1.66e-03
2024-05-02 14:02:00 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 5.412, Acc: 0.111, Base Lr: 1.66e-03
2024-05-02 14:02:06 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 5.320, Acc: 0.135, Base Lr: 1.66e-03
2024-05-02 14:02:13 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 5.258, Acc: 0.144, Base Lr: 1.66e-03
2024-05-02 14:02:19 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 5.239, Acc: 0.153, Base Lr: 1.66e-03
2024-05-02 14:02:26 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 5.157, Acc: 0.171, Base Lr: 1.66e-03
2024-05-02 14:02:33 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 5.095, Acc: 0.184, Base Lr: 1.66e-03
2024-05-02 14:02:39 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 5.041, Acc: 0.197, Base Lr: 1.66e-03
2024-05-02 14:02:45 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 4.975, Acc: 0.214, Base Lr: 1.66e-03
2024-05-02 14:02:52 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 4.911, Acc: 0.225, Base Lr: 1.66e-03
2024-05-02 14:02:58 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 4.842, Acc: 0.240, Base Lr: 1.66e-03
2024-05-02 14:03:05 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 4.772, Acc: 0.254, Base Lr: 1.66e-03
2024-05-02 14:03:12 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 4.669, Acc: 0.270, Base Lr: 1.66e-03
2024-05-02 14:03:18 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 4.578, Acc: 0.285, Base Lr: 1.66e-03
2024-05-02 14:03:24 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 4.469, Acc: 0.306, Base Lr: 1.66e-03
2024-05-02 14:03:31 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 4.372, Acc: 0.322, Base Lr: 1.66e-03
2024-05-02 14:03:38 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 4.249, Acc: 0.344, Base Lr: 1.66e-03
2024-05-02 14:03:44 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 4.125, Acc: 0.368, Base Lr: 1.66e-03
2024-05-02 14:03:46 transreid.train INFO: Epoch 4 done. Time per epoch: 119.283[s] Speed: 98.2[samples/s]
2024-05-02 14:03:53 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 4.424, Acc: 0.228, Base Lr: 2.06e-03
2024-05-02 14:04:00 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 4.282, Acc: 0.263, Base Lr: 2.06e-03
2024-05-02 14:04:06 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 4.181, Acc: 0.290, Base Lr: 2.06e-03
2024-05-02 14:04:12 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 4.098, Acc: 0.309, Base Lr: 2.06e-03
2024-05-02 14:04:19 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 3.989, Acc: 0.325, Base Lr: 2.06e-03
2024-05-02 14:04:25 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 3.868, Acc: 0.356, Base Lr: 2.06e-03
2024-05-02 14:04:32 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 3.755, Acc: 0.378, Base Lr: 2.06e-03
2024-05-02 14:04:39 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 3.626, Acc: 0.402, Base Lr: 2.06e-03
2024-05-02 14:04:45 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 3.546, Acc: 0.419, Base Lr: 2.06e-03
2024-05-02 14:04:52 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 3.459, Acc: 0.436, Base Lr: 2.06e-03
2024-05-02 14:04:57 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 3.403, Acc: 0.448, Base Lr: 2.06e-03
2024-05-02 14:05:04 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 3.347, Acc: 0.458, Base Lr: 2.06e-03
2024-05-02 14:05:11 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 3.278, Acc: 0.472, Base Lr: 2.06e-03
2024-05-02 14:05:17 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 3.205, Acc: 0.488, Base Lr: 2.06e-03
2024-05-02 14:05:24 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 3.134, Acc: 0.502, Base Lr: 2.06e-03
2024-05-02 14:05:30 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 3.048, Acc: 0.517, Base Lr: 2.06e-03
2024-05-02 14:05:37 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 2.962, Acc: 0.534, Base Lr: 2.06e-03
2024-05-02 14:05:43 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 2.865, Acc: 0.552, Base Lr: 2.06e-03
2024-05-02 14:05:45 transreid.train INFO: Epoch 5 done. Time per epoch: 119.168[s] Speed: 98.8[samples/s]
2024-05-02 14:05:52 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 3.090, Acc: 0.455, Base Lr: 2.46e-03
2024-05-02 14:05:59 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 2.986, Acc: 0.481, Base Lr: 2.46e-03
2024-05-02 14:06:06 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 2.946, Acc: 0.498, Base Lr: 2.46e-03
2024-05-02 14:06:12 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 2.861, Acc: 0.518, Base Lr: 2.46e-03
2024-05-02 14:06:19 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 2.799, Acc: 0.537, Base Lr: 2.46e-03
2024-05-02 14:06:24 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 2.695, Acc: 0.561, Base Lr: 2.46e-03
2024-05-02 14:06:31 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 2.639, Acc: 0.571, Base Lr: 2.46e-03
2024-05-02 14:06:38 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 2.573, Acc: 0.585, Base Lr: 2.46e-03
2024-05-02 14:06:44 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 2.507, Acc: 0.598, Base Lr: 2.46e-03
2024-05-02 14:06:50 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 2.477, Acc: 0.603, Base Lr: 2.46e-03
2024-05-02 14:06:54 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 2.427, Acc: 0.612, Base Lr: 2.46e-03
2024-05-02 14:06:57 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 2.372, Acc: 0.625, Base Lr: 2.46e-03
2024-05-02 14:07:04 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 2.327, Acc: 0.637, Base Lr: 2.46e-03
2024-05-02 14:07:10 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 2.273, Acc: 0.649, Base Lr: 2.46e-03
2024-05-02 14:07:17 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 2.213, Acc: 0.659, Base Lr: 2.46e-03
2024-05-02 14:07:23 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 2.151, Acc: 0.671, Base Lr: 2.46e-03
2024-05-02 14:07:30 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 2.087, Acc: 0.684, Base Lr: 2.46e-03
2024-05-02 14:07:36 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 2.023, Acc: 0.696, Base Lr: 2.46e-03
2024-05-02 14:07:38 transreid.train INFO: Epoch 6 done. Time per epoch: 113.089[s] Speed: 103.6[samples/s]
2024-05-02 14:07:45 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 2.420, Acc: 0.542, Base Lr: 2.85e-03
2024-05-02 14:07:51 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 2.342, Acc: 0.574, Base Lr: 2.85e-03
2024-05-02 14:07:58 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 2.286, Acc: 0.595, Base Lr: 2.85e-03
2024-05-02 14:08:04 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 2.221, Acc: 0.617, Base Lr: 2.85e-03
2024-05-02 14:08:11 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 2.146, Acc: 0.632, Base Lr: 2.85e-03
2024-05-02 14:08:17 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 2.045, Acc: 0.656, Base Lr: 2.85e-03
2024-05-02 14:08:24 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 1.958, Acc: 0.675, Base Lr: 2.85e-03
2024-05-02 14:08:29 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 1.913, Acc: 0.688, Base Lr: 2.85e-03
2024-05-02 14:08:36 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 1.862, Acc: 0.697, Base Lr: 2.85e-03
2024-05-02 14:08:43 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 1.817, Acc: 0.706, Base Lr: 2.85e-03
2024-05-02 14:08:49 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 1.785, Acc: 0.713, Base Lr: 2.85e-03
2024-05-02 14:08:56 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 1.744, Acc: 0.722, Base Lr: 2.85e-03
2024-05-02 14:09:02 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 1.702, Acc: 0.733, Base Lr: 2.85e-03
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2024-05-02 14:09:36 transreid.train INFO: Epoch 7 done. Time per epoch: 117.377[s] Speed: 99.8[samples/s]
2024-05-02 14:09:43 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 1.677, Acc: 0.698, Base Lr: 3.25e-03
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2024-05-02 14:11:32 transreid.train INFO: Epoch 8 done. Time per epoch: 116.307[s] Speed: 100.7[samples/s]
2024-05-02 14:11:39 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 1.492, Acc: 0.714, Base Lr: 3.64e-03
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2024-05-02 14:13:30 transreid.train INFO: Epoch 9 done. Time per epoch: 117.531[s] Speed: 100.2[samples/s]
2024-05-02 14:13:37 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 0.860, Acc: 0.855, Base Lr: 4.04e-03
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2024-05-02 14:15:26 transreid.train INFO: Epoch 10 done. Time per epoch: 116.214[s] Speed: 100.8[samples/s]
2024-05-02 14:15:33 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 0.784, Acc: 0.895, Base Lr: 4.44e-03
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2024-05-02 14:17:23 transreid.train INFO: Epoch 11 done. Time per epoch: 117.576[s] Speed: 99.6[samples/s]
2024-05-02 14:17:30 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 0.604, Acc: 0.903, Base Lr: 4.83e-03
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2024-05-02 14:19:19 transreid.train INFO: Epoch 12 done. Time per epoch: 115.977[s] Speed: 101.0[samples/s]
2024-05-02 14:19:26 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 0.635, Acc: 0.909, Base Lr: 5.23e-03
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2024-05-02 14:21:14 transreid.train INFO: Epoch 13 done. Time per epoch: 114.411[s] Speed: 102.4[samples/s]
2024-05-02 14:21:21 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.516, Acc: 0.931, Base Lr: 5.62e-03
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2024-05-02 14:23:05 transreid.train INFO: Epoch 14 done. Time per epoch: 111.049[s] Speed: 106.0[samples/s]
2024-05-02 14:23:11 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.432, Acc: 0.947, Base Lr: 6.02e-03
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2024-05-02 14:25:01 transreid.train INFO: Epoch 15 done. Time per epoch: 116.574[s] Speed: 100.5[samples/s]
2024-05-02 14:25:08 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.399, Acc: 0.941, Base Lr: 6.42e-03
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2024-05-02 14:26:58 transreid.train INFO: Epoch 16 done. Time per epoch: 116.160[s] Speed: 100.8[samples/s]
2024-05-02 14:27:05 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.346, Acc: 0.958, Base Lr: 6.81e-03
2024-05-02 14:27:11 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.351, Acc: 0.955, Base Lr: 6.81e-03
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2024-05-02 14:28:55 transreid.train INFO: Epoch 17 done. Time per epoch: 117.062[s] Speed: 100.0[samples/s]
2024-05-02 14:29:02 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.342, Acc: 0.955, Base Lr: 7.21e-03
2024-05-02 14:29:08 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.403, Acc: 0.947, Base Lr: 7.21e-03
2024-05-02 14:29:14 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.391, Acc: 0.950, Base Lr: 7.21e-03
2024-05-02 14:29:20 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 0.381, Acc: 0.952, Base Lr: 7.21e-03
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2024-05-02 14:29:39 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.349, Acc: 0.960, Base Lr: 7.21e-03
2024-05-02 14:29:46 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.360, Acc: 0.955, Base Lr: 7.21e-03
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2024-05-02 14:30:04 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 0.359, Acc: 0.955, Base Lr: 7.21e-03
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2024-05-02 14:30:30 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 0.341, Acc: 0.958, Base Lr: 7.21e-03
2024-05-02 14:30:36 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.333, Acc: 0.959, Base Lr: 7.21e-03
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2024-05-02 14:30:48 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.320, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 14:30:50 transreid.train INFO: Epoch 18 done. Time per epoch: 115.821[s] Speed: 101.1[samples/s]
2024-05-02 14:30:58 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.380, Acc: 0.934, Base Lr: 7.60e-03
2024-05-02 14:31:04 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.378, Acc: 0.938, Base Lr: 7.60e-03
2024-05-02 14:31:10 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.385, Acc: 0.941, Base Lr: 7.60e-03
2024-05-02 14:31:17 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.376, Acc: 0.944, Base Lr: 7.60e-03
2024-05-02 14:31:23 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.390, Acc: 0.944, Base Lr: 7.60e-03
2024-05-02 14:31:29 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.366, Acc: 0.948, Base Lr: 7.60e-03
2024-05-02 14:31:35 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.359, Acc: 0.950, Base Lr: 7.60e-03
2024-05-02 14:31:42 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.355, Acc: 0.950, Base Lr: 7.60e-03
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2024-05-02 14:31:54 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 0.345, Acc: 0.953, Base Lr: 7.60e-03
2024-05-02 14:32:01 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.341, Acc: 0.954, Base Lr: 7.60e-03
2024-05-02 14:32:08 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.337, Acc: 0.955, Base Lr: 7.60e-03
2024-05-02 14:32:13 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 0.334, Acc: 0.956, Base Lr: 7.60e-03
2024-05-02 14:32:20 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.329, Acc: 0.957, Base Lr: 7.60e-03
2024-05-02 14:32:26 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.326, Acc: 0.958, Base Lr: 7.60e-03
2024-05-02 14:32:33 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.322, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 14:32:39 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.315, Acc: 0.960, Base Lr: 7.60e-03
2024-05-02 14:32:46 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.307, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 14:32:49 transreid.train INFO: Epoch 19 done. Time per epoch: 118.100[s] Speed: 99.7[samples/s]
2024-05-02 14:32:56 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.356, Acc: 0.947, Base Lr: 7.47e-03
2024-05-02 14:33:01 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.347, Acc: 0.948, Base Lr: 7.47e-03
2024-05-02 14:33:08 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.351, Acc: 0.940, Base Lr: 7.47e-03
2024-05-02 14:33:14 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.324, Acc: 0.948, Base Lr: 7.47e-03
2024-05-02 14:33:21 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.308, Acc: 0.951, Base Lr: 7.47e-03
2024-05-02 14:33:27 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.308, Acc: 0.952, Base Lr: 7.47e-03
2024-05-02 14:33:34 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.308, Acc: 0.952, Base Lr: 7.47e-03
2024-05-02 14:33:40 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.299, Acc: 0.956, Base Lr: 7.47e-03
2024-05-02 14:33:46 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.294, Acc: 0.958, Base Lr: 7.47e-03
2024-05-02 14:33:53 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.291, Acc: 0.959, Base Lr: 7.47e-03
2024-05-02 14:33:59 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.288, Acc: 0.962, Base Lr: 7.47e-03
2024-05-02 14:34:06 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.289, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 14:34:12 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.282, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 14:34:19 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.278, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 14:34:25 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.273, Acc: 0.966, Base Lr: 7.47e-03
2024-05-02 14:34:31 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.267, Acc: 0.967, Base Lr: 7.47e-03
2024-05-02 14:34:38 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.262, Acc: 0.968, Base Lr: 7.47e-03
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2024-05-02 14:34:46 transreid.train INFO: Epoch 20 done. Time per epoch: 117.447[s] Speed: 99.7[samples/s]
2024-05-02 14:36:02 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 14:36:02 transreid.train INFO: mAP: 77.0%
2024-05-02 14:36:02 transreid.train INFO: CMC curve, Rank-1  :91.0%
2024-05-02 14:36:02 transreid.train INFO: CMC curve, Rank-5  :96.9%
2024-05-02 14:36:02 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-02 14:36:09 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.369, Acc: 0.945, Base Lr: 7.41e-03
2024-05-02 14:36:16 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.306, Acc: 0.959, Base Lr: 7.41e-03
2024-05-02 14:36:22 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.296, Acc: 0.961, Base Lr: 7.41e-03
2024-05-02 14:36:29 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.301, Acc: 0.960, Base Lr: 7.41e-03
2024-05-02 14:36:35 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.279, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 14:36:42 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.285, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 14:36:48 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.281, Acc: 0.963, Base Lr: 7.41e-03
2024-05-02 14:36:54 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.277, Acc: 0.963, Base Lr: 7.41e-03
2024-05-02 14:37:01 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.275, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 14:37:07 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.272, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 14:37:14 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.271, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 14:37:21 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.272, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:37:27 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.269, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:37:33 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.267, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:37:39 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.266, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:37:46 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.262, Acc: 0.966, Base Lr: 7.41e-03
2024-05-02 14:37:53 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.259, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 14:37:57 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.255, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 14:37:58 transreid.train INFO: Epoch 21 done. Time per epoch: 116.212[s] Speed: 101.3[samples/s]
2024-05-02 14:38:03 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.376, Acc: 0.950, Base Lr: 7.36e-03
2024-05-02 14:38:10 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.338, Acc: 0.955, Base Lr: 7.36e-03
2024-05-02 14:38:16 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.293, Acc: 0.963, Base Lr: 7.36e-03
2024-05-02 14:38:22 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.277, Acc: 0.965, Base Lr: 7.36e-03
2024-05-02 14:38:29 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.277, Acc: 0.965, Base Lr: 7.36e-03
2024-05-02 14:38:35 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.278, Acc: 0.966, Base Lr: 7.36e-03
2024-05-02 14:38:42 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.270, Acc: 0.967, Base Lr: 7.36e-03
2024-05-02 14:38:48 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.258, Acc: 0.969, Base Lr: 7.36e-03
2024-05-02 14:38:54 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.252, Acc: 0.971, Base Lr: 7.36e-03
2024-05-02 14:39:00 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.246, Acc: 0.972, Base Lr: 7.36e-03
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2024-05-02 14:39:14 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.236, Acc: 0.972, Base Lr: 7.36e-03
2024-05-02 14:39:20 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.234, Acc: 0.972, Base Lr: 7.36e-03
2024-05-02 14:39:27 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.231, Acc: 0.973, Base Lr: 7.36e-03
2024-05-02 14:39:33 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.226, Acc: 0.973, Base Lr: 7.36e-03
2024-05-02 14:39:39 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.223, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 14:39:46 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.221, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 14:39:52 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.217, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 14:39:54 transreid.train INFO: Epoch 22 done. Time per epoch: 116.187[s] Speed: 100.8[samples/s]
2024-05-02 14:40:02 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.270, Acc: 0.956, Base Lr: 7.30e-03
2024-05-02 14:40:08 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.244, Acc: 0.969, Base Lr: 7.30e-03
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2024-05-02 14:40:27 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.209, Acc: 0.974, Base Lr: 7.30e-03
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2024-05-02 14:40:40 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.193, Acc: 0.976, Base Lr: 7.30e-03
2024-05-02 14:40:46 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.190, Acc: 0.977, Base Lr: 7.30e-03
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2024-05-02 14:40:59 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.191, Acc: 0.976, Base Lr: 7.30e-03
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2024-05-02 14:41:52 transreid.train INFO: Epoch 23 done. Time per epoch: 117.419[s] Speed: 99.7[samples/s]
2024-05-02 14:41:59 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.258, Acc: 0.969, Base Lr: 7.24e-03
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2024-05-02 14:43:50 transreid.train INFO: Epoch 24 done. Time per epoch: 117.965[s] Speed: 99.8[samples/s]
2024-05-02 14:43:57 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.170, Acc: 0.972, Base Lr: 7.18e-03
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2024-05-02 14:45:46 transreid.train INFO: Epoch 25 done. Time per epoch: 116.271[s] Speed: 100.7[samples/s]
2024-05-02 14:45:53 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.159, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 14:46:00 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.151, Acc: 0.984, Base Lr: 7.11e-03
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2024-05-02 14:47:34 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.129, Acc: 0.988, Base Lr: 7.11e-03
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2024-05-02 14:47:43 transreid.train INFO: Epoch 26 done. Time per epoch: 116.618[s] Speed: 100.4[samples/s]
2024-05-02 14:47:49 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.116, Acc: 0.989, Base Lr: 7.04e-03
2024-05-02 14:47:56 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.121, Acc: 0.988, Base Lr: 7.04e-03
2024-05-02 14:48:02 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.117, Acc: 0.991, Base Lr: 7.04e-03
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2024-05-02 14:48:15 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.123, Acc: 0.989, Base Lr: 7.04e-03
2024-05-02 14:48:21 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.124, Acc: 0.988, Base Lr: 7.04e-03
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2024-05-02 14:48:33 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.134, Acc: 0.986, Base Lr: 7.04e-03
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2024-05-02 14:49:24 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.123, Acc: 0.987, Base Lr: 7.04e-03
2024-05-02 14:49:30 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.121, Acc: 0.987, Base Lr: 7.04e-03
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2024-05-02 14:49:38 transreid.train INFO: Epoch 27 done. Time per epoch: 115.654[s] Speed: 101.3[samples/s]
2024-05-02 14:49:45 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.137, Acc: 0.983, Base Lr: 6.97e-03
2024-05-02 14:49:52 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.154, Acc: 0.982, Base Lr: 6.97e-03
2024-05-02 14:49:58 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.150, Acc: 0.983, Base Lr: 6.97e-03
2024-05-02 14:50:04 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.144, Acc: 0.985, Base Lr: 6.97e-03
2024-05-02 14:50:10 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.142, Acc: 0.985, Base Lr: 6.97e-03
2024-05-02 14:50:17 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.137, Acc: 0.986, Base Lr: 6.97e-03
2024-05-02 14:50:23 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.136, Acc: 0.986, Base Lr: 6.97e-03
2024-05-02 14:50:30 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.134, Acc: 0.987, Base Lr: 6.97e-03
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2024-05-02 14:51:35 transreid.train INFO: Epoch 28 done. Time per epoch: 116.401[s] Speed: 100.6[samples/s]
2024-05-02 14:51:42 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.132, Acc: 0.984, Base Lr: 6.90e-03
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2024-05-02 14:52:01 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.144, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:52:07 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.141, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:52:14 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.137, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:52:20 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.135, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 14:52:26 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.137, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-02 14:52:39 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.127, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-02 14:53:11 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.117, Acc: 0.989, Base Lr: 6.90e-03
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2024-05-02 14:53:27 transreid.train INFO: Epoch 29 done. Time per epoch: 112.743[s] Speed: 103.9[samples/s]
2024-05-02 14:53:32 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.103, Acc: 0.995, Base Lr: 6.83e-03
2024-05-02 14:53:39 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.124, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 14:53:45 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.125, Acc: 0.987, Base Lr: 6.83e-03
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2024-05-02 14:53:58 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.135, Acc: 0.985, Base Lr: 6.83e-03
2024-05-02 14:54:05 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.129, Acc: 0.985, Base Lr: 6.83e-03
2024-05-02 14:54:11 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.128, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 14:54:17 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.128, Acc: 0.986, Base Lr: 6.83e-03
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2024-05-02 14:55:01 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.110, Acc: 0.988, Base Lr: 6.83e-03
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2024-05-02 14:55:23 transreid.train INFO: Epoch 30 done. Time per epoch: 115.935[s] Speed: 101.6[samples/s]
2024-05-02 14:55:31 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.112, Acc: 0.994, Base Lr: 6.76e-03
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2024-05-02 14:56:28 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-02 14:57:20 transreid.train INFO: Epoch 31 done. Time per epoch: 116.564[s] Speed: 99.9[samples/s]
2024-05-02 14:57:27 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.157, Acc: 0.984, Base Lr: 6.68e-03
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2024-05-02 14:59:16 transreid.train INFO: Epoch 32 done. Time per epoch: 116.408[s] Speed: 100.6[samples/s]
2024-05-02 14:59:23 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.119, Acc: 0.994, Base Lr: 6.60e-03
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2024-05-02 15:01:12 transreid.train INFO: Epoch 33 done. Time per epoch: 115.770[s] Speed: 101.7[samples/s]
2024-05-02 15:01:19 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.089, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-02 15:03:09 transreid.train INFO: Epoch 34 done. Time per epoch: 116.583[s] Speed: 101.0[samples/s]
2024-05-02 15:03:16 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 15:03:22 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.091, Acc: 0.992, Base Lr: 6.44e-03
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2024-05-02 15:05:07 transreid.train INFO: Epoch 35 done. Time per epoch: 117.875[s] Speed: 99.9[samples/s]
2024-05-02 15:05:14 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.074, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 15:05:20 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.084, Acc: 0.993, Base Lr: 6.35e-03
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2024-05-02 15:05:59 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.083, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-02 15:07:05 transreid.train INFO: Epoch 36 done. Time per epoch: 118.279[s] Speed: 99.6[samples/s]
2024-05-02 15:07:12 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.27e-03
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2024-05-02 15:07:56 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.090, Acc: 0.990, Base Lr: 6.27e-03
2024-05-02 15:08:02 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.087, Acc: 0.990, Base Lr: 6.27e-03
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2024-05-02 15:08:59 transreid.train INFO: Epoch 37 done. Time per epoch: 114.254[s] Speed: 103.1[samples/s]
2024-05-02 15:09:04 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.085, Acc: 0.995, Base Lr: 6.18e-03
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2024-05-02 15:09:49 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.073, Acc: 0.994, Base Lr: 6.18e-03
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2024-05-02 15:10:54 transreid.train INFO: Epoch 38 done. Time per epoch: 115.263[s] Speed: 101.6[samples/s]
2024-05-02 15:11:02 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.115, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-02 15:12:05 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.082, Acc: 0.993, Base Lr: 6.09e-03
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2024-05-02 15:12:18 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.078, Acc: 0.994, Base Lr: 6.09e-03
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2024-05-02 15:12:31 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.076, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 15:12:37 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.075, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 15:12:43 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.073, Acc: 0.994, Base Lr: 6.09e-03
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2024-05-02 15:12:51 transreid.train INFO: Epoch 39 done. Time per epoch: 116.753[s] Speed: 100.3[samples/s]
2024-05-02 15:12:58 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.075, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:13:05 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.075, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:13:11 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.071, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-02 15:13:24 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.070, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:13:30 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:13:36 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:13:42 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.071, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:13:49 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.069, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:13:55 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.068, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:14:01 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.067, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:14:08 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.067, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:14:14 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 15:14:20 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:14:26 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.070, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 15:14:33 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.070, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-02 15:14:47 transreid.train INFO: Epoch 40 done. Time per epoch: 116.357[s] Speed: 100.7[samples/s]
2024-05-02 15:15:52 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 15:15:52 transreid.train INFO: mAP: 81.1%
2024-05-02 15:15:52 transreid.train INFO: CMC curve, Rank-1  :92.0%
2024-05-02 15:15:52 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-05-02 15:15:52 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-02 15:15:59 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.068, Acc: 0.992, Base Lr: 5.91e-03
2024-05-02 15:16:06 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.91e-03
2024-05-02 15:16:12 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:19 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:25 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:31 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.076, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:37 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:44 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.073, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:50 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.071, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:16:56 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.070, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:03 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.071, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:09 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.069, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:15 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.068, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:21 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:28 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:34 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.067, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:40 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:47 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 15:17:50 transreid.train INFO: Epoch 41 done. Time per epoch: 117.012[s] Speed: 100.6[samples/s]
2024-05-02 15:17:57 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 5.82e-03
2024-05-02 15:18:02 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.82e-03
2024-05-02 15:18:09 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.82e-03
2024-05-02 15:18:16 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:18:22 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:18:29 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:18:35 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.074, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:18:41 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.075, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:18:47 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.073, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:18:54 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.072, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:19:00 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.073, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:19:06 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.073, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:19:13 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.071, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 15:19:19 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.069, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:19:26 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.069, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:19:32 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:19:38 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:19:45 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.063, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 15:19:47 transreid.train INFO: Epoch 42 done. Time per epoch: 117.576[s] Speed: 100.2[samples/s]
2024-05-02 15:19:54 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 5.73e-03
2024-05-02 15:20:01 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 15:20:07 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 15:20:14 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 15:20:19 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.049, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 15:20:26 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 15:20:32 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:20:39 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:20:45 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:20:52 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:20:58 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:04 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:10 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:17 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:24 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:30 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:37 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:43 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 15:21:46 transreid.train INFO: Epoch 43 done. Time per epoch: 118.386[s] Speed: 99.5[samples/s]
2024-05-02 15:21:52 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.066, Acc: 0.992, Base Lr: 5.63e-03
2024-05-02 15:21:59 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.063, Acc: 0.993, Base Lr: 5.63e-03
2024-05-02 15:22:05 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 15:22:12 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:18 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:25 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:31 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 15:22:37 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:43 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:50 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:22:56 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 15:23:03 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:09 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:16 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:22 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:28 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:35 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:41 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 15:23:44 transreid.train INFO: Epoch 44 done. Time per epoch: 118.459[s] Speed: 99.4[samples/s]
2024-05-02 15:23:51 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.052, Acc: 0.997, Base Lr: 5.54e-03
2024-05-02 15:23:58 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:04 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:09 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:16 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:23 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:29 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:32 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:36 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:39 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:42 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:46 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:49 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:53 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:56 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:24:59 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:25:03 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:25:06 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:25:07 transreid.train INFO: Epoch 45 done. Time per epoch: 83.304[s] Speed: 140.6[samples/s]
2024-05-02 15:25:11 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 5.44e-03
2024-05-02 15:25:15 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:25:18 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:22 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:25:25 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:29 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:32 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 15:25:35 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:39 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:42 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:46 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:49 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:53 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:56 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:25:59 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:26:03 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 15:26:06 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:26:10 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.049, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:26:11 transreid.train INFO: Epoch 46 done. Time per epoch: 63.406[s] Speed: 184.7[samples/s]
2024-05-02 15:26:15 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.34e-03
2024-05-02 15:26:18 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 15:26:22 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-02 15:26:32 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.34e-03
2024-05-02 15:26:35 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 15:26:39 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 15:26:42 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-02 15:27:14 transreid.train INFO: Epoch 47 done. Time per epoch: 63.757[s] Speed: 184.7[samples/s]
2024-05-02 15:27:19 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.043, Acc: 0.994, Base Lr: 5.24e-03
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2024-05-02 15:28:18 transreid.train INFO: Epoch 48 done. Time per epoch: 64.005[s] Speed: 184.0[samples/s]
2024-05-02 15:28:23 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-02 15:29:10 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.14e-03
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2024-05-02 15:29:21 transreid.train INFO: Epoch 49 done. Time per epoch: 62.844[s] Speed: 186.4[samples/s]
2024-05-02 15:29:25 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.061, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-02 15:30:24 transreid.train INFO: Epoch 50 done. Time per epoch: 63.011[s] Speed: 186.9[samples/s]
2024-05-02 15:30:28 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 15:30:32 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.94e-03
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2024-05-02 15:30:52 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.94e-03
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2024-05-02 15:31:02 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.94e-03
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2024-05-02 15:31:16 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.94e-03
2024-05-02 15:31:19 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.94e-03
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2024-05-02 15:31:27 transreid.train INFO: Epoch 51 done. Time per epoch: 62.827[s] Speed: 187.4[samples/s]
2024-05-02 15:31:31 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.074, Acc: 0.991, Base Lr: 4.84e-03
2024-05-02 15:31:35 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.055, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-02 15:31:48 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-02 15:31:55 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-02 15:32:30 transreid.train INFO: Epoch 52 done. Time per epoch: 63.259[s] Speed: 186.2[samples/s]
2024-05-02 15:32:35 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-02 15:32:52 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-02 15:32:58 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.74e-03
2024-05-02 15:33:02 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-02 15:33:23 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-02 15:33:34 transreid.train INFO: Epoch 53 done. Time per epoch: 63.720[s] Speed: 184.8[samples/s]
2024-05-02 15:33:38 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.63e-03
2024-05-02 15:33:42 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-02 15:33:55 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:33:59 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.046, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:34:02 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.045, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:34:06 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:34:09 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.044, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:34:12 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.043, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-02 15:34:26 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.63e-03
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2024-05-02 15:34:38 transreid.train INFO: Epoch 54 done. Time per epoch: 63.644[s] Speed: 185.0[samples/s]
2024-05-02 15:34:42 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-02 15:35:13 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-02 15:35:41 transreid.train INFO: Epoch 55 done. Time per epoch: 63.480[s] Speed: 184.5[samples/s]
2024-05-02 15:35:45 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-02 15:36:10 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-02 15:36:20 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.43e-03
2024-05-02 15:36:23 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-02 15:36:30 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 15:36:34 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 15:36:37 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-02 15:36:45 transreid.train INFO: Epoch 56 done. Time per epoch: 63.586[s] Speed: 184.2[samples/s]
2024-05-02 15:36:49 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 4.32e-03
2024-05-02 15:36:52 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:36:56 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.32e-03
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2024-05-02 15:37:03 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:37:06 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:37:09 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:13 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:37:16 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:20 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:23 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:27 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:30 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:33 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:37 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:40 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:44 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:47 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:37:48 transreid.train INFO: Epoch 57 done. Time per epoch: 63.545[s] Speed: 185.3[samples/s]
2024-05-02 15:37:52 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.042, Acc: 0.994, Base Lr: 4.22e-03
2024-05-02 15:37:56 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:37:59 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.22e-03
2024-05-02 15:38:03 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:38:06 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:38:10 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:13 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:16 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:20 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:23 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:27 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:30 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:34 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:37 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:40 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:44 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:38:47 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.22e-03
2024-05-02 15:38:51 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.22e-03
2024-05-02 15:38:52 transreid.train INFO: Epoch 58 done. Time per epoch: 63.247[s] Speed: 185.2[samples/s]
2024-05-02 15:38:56 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:38:59 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:03 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:06 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.11e-03
2024-05-02 15:39:09 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.11e-03
2024-05-02 15:39:13 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 4.11e-03
2024-05-02 15:39:16 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:20 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:39:23 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:27 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:30 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:33 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:37 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:40 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:44 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:47 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:51 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:54 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:39:56 transreid.train INFO: Epoch 59 done. Time per epoch: 63.861[s] Speed: 184.4[samples/s]
2024-05-02 15:40:00 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.032, Acc: 1.000, Base Lr: 4.01e-03
2024-05-02 15:40:03 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.01e-03
2024-05-02 15:40:07 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.01e-03
2024-05-02 15:40:10 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:13 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:17 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:20 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:24 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:27 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:30 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:34 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:37 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:41 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:44 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:47 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:51 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:54 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:58 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:40:59 transreid.train INFO: Epoch 60 done. Time per epoch: 63.222[s] Speed: 185.3[samples/s]
2024-05-02 15:41:39 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 15:41:39 transreid.train INFO: mAP: 83.5%
2024-05-02 15:41:39 transreid.train INFO: CMC curve, Rank-1  :93.2%
2024-05-02 15:41:39 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-02 15:41:39 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-02 15:41:43 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 3.90e-03
2024-05-02 15:41:47 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.029, Acc: 1.000, Base Lr: 3.90e-03
2024-05-02 15:41:50 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.029, Acc: 0.999, Base Lr: 3.90e-03
2024-05-02 15:41:53 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.90e-03
2024-05-02 15:41:57 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.032, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:00 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:04 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:07 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:10 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:14 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:17 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:20 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:24 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:27 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:30 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:34 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:37 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:40 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:42:42 transreid.train INFO: Epoch 61 done. Time per epoch: 62.616[s] Speed: 188.1[samples/s]
2024-05-02 15:42:46 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.049, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:42:49 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:42:53 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 15:42:56 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.043, Acc: 0.996, Base Lr: 3.80e-03
2024-05-02 15:42:59 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:43:03 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.038, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:43:06 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.035, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:43:09 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:43:13 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:43:16 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:20 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:23 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:26 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:30 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:33 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:37 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:40 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:44 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:43:45 transreid.train INFO: Epoch 62 done. Time per epoch: 62.868[s] Speed: 186.3[samples/s]
2024-05-02 15:43:49 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 15:43:52 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.021, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 15:43:56 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.021, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 15:43:59 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.020, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 15:44:02 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.023, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 15:44:06 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.022, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 15:44:09 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 15:44:13 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.69e-03
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2024-05-02 15:44:48 transreid.train INFO: Epoch 63 done. Time per epoch: 63.493[s] Speed: 184.5[samples/s]
2024-05-02 15:44:52 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.59e-03
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2024-05-02 15:45:51 transreid.train INFO: Epoch 64 done. Time per epoch: 63.259[s] Speed: 185.1[samples/s]
2024-05-02 15:45:56 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-02 15:46:55 transreid.train INFO: Epoch 65 done. Time per epoch: 63.505[s] Speed: 185.4[samples/s]
2024-05-02 15:46:59 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-02 15:47:58 transreid.train INFO: Epoch 66 done. Time per epoch: 63.274[s] Speed: 185.1[samples/s]
2024-05-02 15:48:02 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-02 15:48:50 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-02 15:49:02 transreid.train INFO: Epoch 67 done. Time per epoch: 63.427[s] Speed: 185.7[samples/s]
2024-05-02 15:49:06 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-02 15:50:05 transreid.train INFO: Epoch 68 done. Time per epoch: 63.288[s] Speed: 185.1[samples/s]
2024-05-02 15:50:09 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-02 15:50:33 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-02 15:51:08 transreid.train INFO: Epoch 69 done. Time per epoch: 63.385[s] Speed: 185.8[samples/s]
2024-05-02 15:51:12 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-02 15:52:11 transreid.train INFO: Epoch 70 done. Time per epoch: 62.515[s] Speed: 187.3[samples/s]
2024-05-02 15:52:15 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 2.87e-03
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2024-05-02 15:53:14 transreid.train INFO: Epoch 71 done. Time per epoch: 62.951[s] Speed: 187.1[samples/s]
2024-05-02 15:53:18 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.019, Acc: 1.000, Base Lr: 2.77e-03
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2024-05-02 15:54:16 transreid.train INFO: Epoch 72 done. Time per epoch: 62.241[s] Speed: 188.2[samples/s]
2024-05-02 15:54:20 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 2.68e-03
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2024-05-02 15:55:19 transreid.train INFO: Epoch 73 done. Time per epoch: 62.423[s] Speed: 187.6[samples/s]
2024-05-02 15:55:23 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-02 15:56:22 transreid.train INFO: Epoch 74 done. Time per epoch: 63.328[s] Speed: 184.9[samples/s]
2024-05-02 15:56:26 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.48e-03
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2024-05-02 15:57:26 transreid.train INFO: Epoch 75 done. Time per epoch: 63.683[s] Speed: 183.9[samples/s]
2024-05-02 15:57:30 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-02 15:58:29 transreid.train INFO: Epoch 76 done. Time per epoch: 63.009[s] Speed: 185.9[samples/s]
2024-05-02 15:58:33 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-02 15:59:31 transreid.train INFO: Epoch 77 done. Time per epoch: 62.855[s] Speed: 186.3[samples/s]
2024-05-02 15:59:36 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 2.20e-03
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2024-05-02 16:00:35 transreid.train INFO: Epoch 78 done. Time per epoch: 63.339[s] Speed: 184.9[samples/s]
2024-05-02 16:00:39 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-02 16:01:10 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-02 16:01:38 transreid.train INFO: Epoch 79 done. Time per epoch: 63.722[s] Speed: 184.8[samples/s]
2024-05-02 16:01:43 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.026, Acc: 0.995, Base Lr: 2.01e-03
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2024-05-02 16:02:42 transreid.train INFO: Epoch 80 done. Time per epoch: 63.980[s] Speed: 183.1[samples/s]
2024-05-02 16:03:23 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 16:03:23 transreid.train INFO: mAP: 84.4%
2024-05-02 16:03:23 transreid.train INFO: CMC curve, Rank-1  :93.5%
2024-05-02 16:03:23 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-05-02 16:03:23 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-02 16:03:27 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 16:03:30 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 16:03:34 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-02 16:04:18 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 16:04:21 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-02 16:04:27 transreid.train INFO: Epoch 81 done. Time per epoch: 63.799[s] Speed: 185.6[samples/s]
2024-05-02 16:04:31 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 16:04:34 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
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2024-05-02 16:04:41 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-02 16:04:55 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
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2024-05-02 16:05:15 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 16:05:19 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 16:05:22 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 16:05:25 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 16:05:29 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 16:05:30 transreid.train INFO: Epoch 82 done. Time per epoch: 63.362[s] Speed: 184.8[samples/s]
2024-05-02 16:05:34 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:05:37 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
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2024-05-02 16:05:54 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:05:58 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:06:01 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 16:06:05 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 16:06:08 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 16:06:12 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 16:06:15 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 16:06:18 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:06:22 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:06:25 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 16:06:29 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
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2024-05-02 16:06:33 transreid.train INFO: Epoch 83 done. Time per epoch: 63.522[s] Speed: 185.4[samples/s]
2024-05-02 16:06:38 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.66e-03
2024-05-02 16:06:41 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 16:06:44 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.66e-03
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2024-05-02 16:07:12 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 16:07:15 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 16:07:19 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 16:07:22 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 16:07:25 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 16:07:29 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
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2024-05-02 16:07:37 transreid.train INFO: Epoch 84 done. Time per epoch: 63.507[s] Speed: 184.4[samples/s]
2024-05-02 16:07:41 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:07:45 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:07:48 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:07:52 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
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2024-05-02 16:07:58 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:08:02 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:08:05 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
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2024-05-02 16:08:12 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 16:08:15 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-02 16:08:25 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 16:08:29 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 16:08:32 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
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2024-05-02 16:08:40 transreid.train INFO: Epoch 85 done. Time per epoch: 63.159[s] Speed: 185.4[samples/s]
2024-05-02 16:08:44 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.50e-03
2024-05-02 16:08:47 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-02 16:09:35 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
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2024-05-02 16:09:43 transreid.train INFO: Epoch 86 done. Time per epoch: 62.772[s] Speed: 186.6[samples/s]
2024-05-02 16:09:47 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 1.42e-03
2024-05-02 16:09:50 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-02 16:10:45 transreid.train INFO: Epoch 87 done. Time per epoch: 62.354[s] Speed: 187.8[samples/s]
2024-05-02 16:10:49 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 1.34e-03
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2024-05-02 16:11:48 transreid.train INFO: Epoch 88 done. Time per epoch: 62.551[s] Speed: 187.2[samples/s]
2024-05-02 16:11:52 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-02 16:12:51 transreid.train INFO: Epoch 89 done. Time per epoch: 63.070[s] Speed: 186.7[samples/s]
2024-05-02 16:12:55 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.19e-03
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2024-05-02 16:13:53 transreid.train INFO: Epoch 90 done. Time per epoch: 62.563[s] Speed: 187.2[samples/s]
2024-05-02 16:13:58 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 1.11e-03
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2024-05-02 16:14:56 transreid.train INFO: Epoch 91 done. Time per epoch: 62.698[s] Speed: 186.8[samples/s]
2024-05-02 16:15:00 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-02 16:15:59 transreid.train INFO: Epoch 92 done. Time per epoch: 62.924[s] Speed: 186.1[samples/s]
2024-05-02 16:16:03 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 9.72e-04
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2024-05-02 16:17:02 transreid.train INFO: Epoch 93 done. Time per epoch: 62.509[s] Speed: 187.4[samples/s]
2024-05-02 16:17:06 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-02 16:18:04 transreid.train INFO: Epoch 94 done. Time per epoch: 62.569[s] Speed: 187.2[samples/s]
2024-05-02 16:18:08 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-02 16:19:06 transreid.train INFO: Epoch 95 done. Time per epoch: 62.323[s] Speed: 189.0[samples/s]
2024-05-02 16:19:11 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-02 16:20:09 transreid.train INFO: Epoch 96 done. Time per epoch: 62.505[s] Speed: 187.4[samples/s]
2024-05-02 16:20:13 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 7.18e-04
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2024-05-02 16:21:11 transreid.train INFO: Epoch 97 done. Time per epoch: 62.553[s] Speed: 188.3[samples/s]
2024-05-02 16:21:16 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 6.60e-04
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2024-05-02 16:22:15 transreid.train INFO: Epoch 98 done. Time per epoch: 63.382[s] Speed: 185.8[samples/s]
2024-05-02 16:22:19 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-02 16:23:06 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.018, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 16:23:10 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.017, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-02 16:23:18 transreid.train INFO: Epoch 99 done. Time per epoch: 63.199[s] Speed: 186.3[samples/s]
2024-05-02 16:23:22 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 5.51e-04
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2024-05-02 16:24:21 transreid.train INFO: Epoch 100 done. Time per epoch: 62.737[s] Speed: 187.7[samples/s]
2024-05-02 16:25:01 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 16:25:01 transreid.train INFO: mAP: 84.7%
2024-05-02 16:25:01 transreid.train INFO: CMC curve, Rank-1  :93.7%
2024-05-02 16:25:01 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-02 16:25:01 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-02 16:25:05 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 16:25:08 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
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2024-05-02 16:26:03 transreid.train INFO: Epoch 101 done. Time per epoch: 62.194[s] Speed: 188.3[samples/s]
2024-05-02 16:26:07 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 4.51e-04
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2024-05-02 16:27:01 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
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2024-05-02 16:27:05 transreid.train INFO: Epoch 102 done. Time per epoch: 61.891[s] Speed: 189.2[samples/s]
2024-05-02 16:27:09 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 4.05e-04
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2024-05-02 16:28:07 transreid.train INFO: Epoch 103 done. Time per epoch: 62.421[s] Speed: 188.7[samples/s]
2024-05-02 16:28:11 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-02 16:29:10 transreid.train INFO: Epoch 104 done. Time per epoch: 63.104[s] Speed: 186.6[samples/s]
2024-05-02 16:29:15 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-02 16:30:13 transreid.train INFO: Epoch 105 done. Time per epoch: 62.262[s] Speed: 188.1[samples/s]
2024-05-02 16:30:17 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-02 16:31:15 transreid.train INFO: Epoch 106 done. Time per epoch: 62.654[s] Speed: 188.0[samples/s]
2024-05-02 16:31:19 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.015, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-02 16:32:18 transreid.train INFO: Epoch 107 done. Time per epoch: 62.735[s] Speed: 187.7[samples/s]
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2024-05-02 16:33:21 transreid.train INFO: Epoch 108 done. Time per epoch: 63.101[s] Speed: 186.6[samples/s]
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2024-05-02 16:34:24 transreid.train INFO: Epoch 109 done. Time per epoch: 62.486[s] Speed: 188.5[samples/s]
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2024-05-02 16:35:26 transreid.train INFO: Epoch 110 done. Time per epoch: 62.456[s] Speed: 187.5[samples/s]
2024-05-02 16:35:30 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-02 16:36:28 transreid.train INFO: Epoch 111 done. Time per epoch: 62.274[s] Speed: 189.1[samples/s]
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2024-05-02 16:37:30 transreid.train INFO: Epoch 112 done. Time per epoch: 61.948[s] Speed: 190.1[samples/s]
2024-05-02 16:37:34 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 8.28e-05
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2024-05-02 16:38:32 transreid.train INFO: Epoch 113 done. Time per epoch: 61.119[s] Speed: 191.6[samples/s]
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2024-05-02 16:39:33 transreid.train INFO: Epoch 114 done. Time per epoch: 61.297[s] Speed: 192.1[samples/s]
2024-05-02 16:39:37 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-02 16:40:34 transreid.train INFO: Epoch 115 done. Time per epoch: 60.833[s] Speed: 192.5[samples/s]
2024-05-02 16:40:38 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-02 16:41:35 transreid.train INFO: Epoch 116 done. Time per epoch: 61.108[s] Speed: 192.7[samples/s]
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2024-05-02 16:42:36 transreid.train INFO: Epoch 117 done. Time per epoch: 61.291[s] Speed: 192.1[samples/s]
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2024-05-02 16:43:38 transreid.train INFO: Epoch 118 done. Time per epoch: 61.725[s] Speed: 190.8[samples/s]
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2024-05-02 16:44:08 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
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2024-05-02 16:44:15 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:18 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:21 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:24 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:28 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:31 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:34 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:38 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:44:39 transreid.train INFO: Epoch 119 done. Time per epoch: 61.256[s] Speed: 192.2[samples/s]
2024-05-02 16:44:43 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.009, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:44:46 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:50 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:53 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:44:56 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:59 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:03 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:06 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:09 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:13 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:16 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:19 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:22 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:26 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:29 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:32 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:36 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:39 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:45:40 transreid.train INFO: Epoch 120 done. Time per epoch: 61.195[s] Speed: 192.4[samples/s]
2024-05-02 16:46:19 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 16:46:19 transreid.train INFO: mAP: 84.8%
2024-05-02 16:46:19 transreid.train INFO: CMC curve, Rank-1  :93.8%
2024-05-02 16:46:19 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-05-02 16:46:19 transreid.train INFO: CMC curve, Rank-10 :98.6%
