2024-05-13 16:42:30 transreid INFO: Saving model in the path :log/transreid/market/swin_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 16:42:30 transreid INFO: Loaded configuration file configs/market/swin_base.yml
2024-05-13 16:42:30 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: 2
  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: swin_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_base.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/swin_base_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-13 16:42:30 transreid.check INFO: Dataset statistics:
2024-05-13 16:42:30 transreid.check INFO:   ----------------------------------------
2024-05-13 16:42:30 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 16:42:30 transreid.check INFO:   ----------------------------------------
2024-05-13 16:42:30 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-13 16:42:30 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-13 16:42:30 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-13 16:42:30 transreid.check INFO:   ----------------------------------------
2024-05-13 16:42:32 transreid INFO: ===========using cosine learning rate=======
2024-05-13 16:42:32 transreid.train INFO: start training
2024-05-13 16:42:37 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.793, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:42:41 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.488, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:42:45 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.176, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:42:49 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.991, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:42:53 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.850, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:42:57 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.753, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:43:00 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.674, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:43:04 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.608, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:43:08 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.552, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:43:12 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.505, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:43:16 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.464, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 16:43:20 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.431, Acc: 0.004, Base Lr: 4.76e-04
2024-05-13 16:43:24 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.402, Acc: 0.004, Base Lr: 4.76e-04
2024-05-13 16:43:28 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.372, Acc: 0.006, Base Lr: 4.76e-04
2024-05-13 16:43:32 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.345, Acc: 0.007, Base Lr: 4.76e-04
2024-05-13 16:43:36 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.322, Acc: 0.010, Base Lr: 4.76e-04
2024-05-13 16:43:39 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.301, Acc: 0.011, Base Lr: 4.76e-04
2024-05-13 16:43:43 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.282, Acc: 0.013, Base Lr: 4.76e-04
2024-05-13 16:43:45 transreid.train INFO: Epoch 1 done. Time per epoch: 72.154[s] Speed: 162.3[samples/s]
2024-05-13 16:43:49 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.931, Acc: 0.027, Base Lr: 8.72e-04
2024-05-13 16:43:53 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.850, Acc: 0.041, Base Lr: 8.72e-04
2024-05-13 16:43:57 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.823, Acc: 0.053, Base Lr: 8.72e-04
2024-05-13 16:44:01 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.799, Acc: 0.052, Base Lr: 8.72e-04
2024-05-13 16:44:05 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.784, Acc: 0.047, Base Lr: 8.72e-04
2024-05-13 16:44:08 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.763, Acc: 0.049, Base Lr: 8.72e-04
2024-05-13 16:44:12 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.738, Acc: 0.050, Base Lr: 8.72e-04
2024-05-13 16:44:16 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.719, Acc: 0.051, Base Lr: 8.72e-04
2024-05-13 16:44:20 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.701, Acc: 0.052, Base Lr: 8.72e-04
2024-05-13 16:44:24 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.681, Acc: 0.052, Base Lr: 8.72e-04
2024-05-13 16:44:28 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.660, Acc: 0.055, Base Lr: 8.72e-04
2024-05-13 16:44:32 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.640, Acc: 0.056, Base Lr: 8.72e-04
2024-05-13 16:44:36 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.618, Acc: 0.062, Base Lr: 8.72e-04
2024-05-13 16:44:40 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.598, Acc: 0.063, Base Lr: 8.72e-04
2024-05-13 16:44:44 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.577, Acc: 0.069, Base Lr: 8.72e-04
2024-05-13 16:44:48 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.553, Acc: 0.071, Base Lr: 8.72e-04
2024-05-13 16:44:51 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.527, Acc: 0.075, Base Lr: 8.72e-04
2024-05-13 16:44:55 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.493, Acc: 0.090, Base Lr: 8.72e-04
2024-05-13 16:44:57 transreid.train INFO: Epoch 2 done. Time per epoch: 71.926[s] Speed: 162.8[samples/s]
2024-05-13 16:45:01 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.281, Acc: 0.027, Base Lr: 1.27e-03
2024-05-13 16:45:05 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.176, Acc: 0.038, Base Lr: 1.27e-03
2024-05-13 16:45:09 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.145, Acc: 0.045, Base Lr: 1.27e-03
2024-05-13 16:45:13 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.099, Acc: 0.051, Base Lr: 1.27e-03
2024-05-13 16:45:17 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.055, Acc: 0.061, Base Lr: 1.27e-03
2024-05-13 16:45:20 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.036, Acc: 0.059, Base Lr: 1.27e-03
2024-05-13 16:45:24 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.007, Acc: 0.060, Base Lr: 1.27e-03
2024-05-13 16:45:28 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 6.979, Acc: 0.062, Base Lr: 1.27e-03
2024-05-13 16:45:32 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.944, Acc: 0.068, Base Lr: 1.27e-03
2024-05-13 16:45:36 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.903, Acc: 0.074, Base Lr: 1.27e-03
2024-05-13 16:45:40 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.863, Acc: 0.078, Base Lr: 1.27e-03
2024-05-13 16:45:44 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.828, Acc: 0.080, Base Lr: 1.27e-03
2024-05-13 16:45:48 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.791, Acc: 0.083, Base Lr: 1.27e-03
2024-05-13 16:45:52 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.746, Acc: 0.090, Base Lr: 1.27e-03
2024-05-13 16:45:56 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.699, Acc: 0.097, Base Lr: 1.27e-03
2024-05-13 16:46:00 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.647, Acc: 0.103, Base Lr: 1.27e-03
2024-05-13 16:46:03 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.595, Acc: 0.110, Base Lr: 1.27e-03
2024-05-13 16:46:07 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.518, Acc: 0.122, Base Lr: 1.27e-03
2024-05-13 16:46:09 transreid.train INFO: Epoch 3 done. Time per epoch: 72.051[s] Speed: 162.6[samples/s]
2024-05-13 16:46:13 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.316, Acc: 0.048, Base Lr: 1.66e-03
2024-05-13 16:46:17 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.220, Acc: 0.057, Base Lr: 1.66e-03
2024-05-13 16:46:21 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.174, Acc: 0.069, Base Lr: 1.66e-03
2024-05-13 16:46:25 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.168, Acc: 0.070, Base Lr: 1.66e-03
2024-05-13 16:46:29 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.163, Acc: 0.075, Base Lr: 1.66e-03
2024-05-13 16:46:33 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.103, Acc: 0.083, Base Lr: 1.66e-03
2024-05-13 16:46:36 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.049, Acc: 0.092, Base Lr: 1.66e-03
2024-05-13 16:46:40 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.012, Acc: 0.095, Base Lr: 1.66e-03
2024-05-13 16:46:44 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 5.971, Acc: 0.105, Base Lr: 1.66e-03
2024-05-13 16:46:48 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 5.924, Acc: 0.113, Base Lr: 1.66e-03
2024-05-13 16:46:52 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 5.872, Acc: 0.121, Base Lr: 1.66e-03
2024-05-13 16:46:56 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 5.816, Acc: 0.130, Base Lr: 1.66e-03
2024-05-13 16:47:00 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 5.742, Acc: 0.142, Base Lr: 1.66e-03
2024-05-13 16:47:04 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 5.673, Acc: 0.153, Base Lr: 1.66e-03
2024-05-13 16:47:08 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 5.597, Acc: 0.165, Base Lr: 1.66e-03
2024-05-13 16:47:12 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 5.516, Acc: 0.179, Base Lr: 1.66e-03
2024-05-13 16:47:16 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 5.419, Acc: 0.199, Base Lr: 1.66e-03
2024-05-13 16:47:19 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 5.312, Acc: 0.219, Base Lr: 1.66e-03
2024-05-13 16:47:21 transreid.train INFO: Epoch 4 done. Time per epoch: 72.117[s] Speed: 162.4[samples/s]
2024-05-13 16:47:25 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 5.517, Acc: 0.133, Base Lr: 2.06e-03
2024-05-13 16:47:29 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 5.450, Acc: 0.118, Base Lr: 2.06e-03
2024-05-13 16:47:33 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.387, Acc: 0.130, Base Lr: 2.06e-03
2024-05-13 16:47:37 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.330, Acc: 0.142, Base Lr: 2.06e-03
2024-05-13 16:47:41 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.228, Acc: 0.156, Base Lr: 2.06e-03
2024-05-13 16:47:45 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.126, Acc: 0.177, Base Lr: 2.06e-03
2024-05-13 16:47:49 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.045, Acc: 0.195, Base Lr: 2.06e-03
2024-05-13 16:47:52 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 4.937, Acc: 0.216, Base Lr: 2.06e-03
2024-05-13 16:47:56 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 4.858, Acc: 0.231, Base Lr: 2.06e-03
2024-05-13 16:48:00 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 4.792, Acc: 0.244, Base Lr: 2.06e-03
2024-05-13 16:48:04 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 4.750, Acc: 0.252, Base Lr: 2.06e-03
2024-05-13 16:48:08 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 4.704, Acc: 0.260, Base Lr: 2.06e-03
2024-05-13 16:48:12 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 4.650, Acc: 0.269, Base Lr: 2.06e-03
2024-05-13 16:48:16 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 4.592, Acc: 0.277, Base Lr: 2.06e-03
2024-05-13 16:48:20 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 4.516, Acc: 0.292, Base Lr: 2.06e-03
2024-05-13 16:48:24 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 4.428, Acc: 0.308, Base Lr: 2.06e-03
2024-05-13 16:48:28 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 4.333, Acc: 0.326, Base Lr: 2.06e-03
2024-05-13 16:48:32 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 4.233, Acc: 0.346, Base Lr: 2.06e-03
2024-05-13 16:48:33 transreid.train INFO: Epoch 5 done. Time per epoch: 72.458[s] Speed: 162.5[samples/s]
2024-05-13 16:48:38 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 4.568, Acc: 0.231, Base Lr: 2.46e-03
2024-05-13 16:48:41 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 4.465, Acc: 0.237, Base Lr: 2.46e-03
2024-05-13 16:48:45 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 4.470, Acc: 0.246, Base Lr: 2.46e-03
2024-05-13 16:48:49 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 4.385, Acc: 0.274, Base Lr: 2.46e-03
2024-05-13 16:48:53 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.310, Acc: 0.293, Base Lr: 2.46e-03
2024-05-13 16:48:57 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.202, Acc: 0.315, Base Lr: 2.46e-03
2024-05-13 16:49:01 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.140, Acc: 0.329, Base Lr: 2.46e-03
2024-05-13 16:49:05 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.069, Acc: 0.345, Base Lr: 2.46e-03
2024-05-13 16:49:09 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 3.978, Acc: 0.363, Base Lr: 2.46e-03
2024-05-13 16:49:13 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 3.955, Acc: 0.362, Base Lr: 2.46e-03
2024-05-13 16:49:17 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 3.898, Acc: 0.372, Base Lr: 2.46e-03
2024-05-13 16:49:21 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 3.830, Acc: 0.386, Base Lr: 2.46e-03
2024-05-13 16:49:24 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 3.776, Acc: 0.399, Base Lr: 2.46e-03
2024-05-13 16:49:28 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 3.707, Acc: 0.414, Base Lr: 2.46e-03
2024-05-13 16:49:32 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 3.627, Acc: 0.429, Base Lr: 2.46e-03
2024-05-13 16:49:36 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 3.554, Acc: 0.445, Base Lr: 2.46e-03
2024-05-13 16:49:40 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 3.464, Acc: 0.465, Base Lr: 2.46e-03
2024-05-13 16:49:44 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.372, Acc: 0.484, Base Lr: 2.46e-03
2024-05-13 16:49:45 transreid.train INFO: Epoch 6 done. Time per epoch: 72.056[s] Speed: 162.5[samples/s]
2024-05-13 16:49:50 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 3.843, Acc: 0.322, Base Lr: 2.85e-03
2024-05-13 16:49:54 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 3.743, Acc: 0.356, Base Lr: 2.85e-03
2024-05-13 16:49:57 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 3.661, Acc: 0.365, Base Lr: 2.85e-03
2024-05-13 16:50:01 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 3.605, Acc: 0.393, Base Lr: 2.85e-03
2024-05-13 16:50:05 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 3.521, Acc: 0.420, Base Lr: 2.85e-03
2024-05-13 16:50:09 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 3.407, Acc: 0.444, Base Lr: 2.85e-03
2024-05-13 16:50:13 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.284, Acc: 0.473, Base Lr: 2.85e-03
2024-05-13 16:50:17 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.219, Acc: 0.483, Base Lr: 2.85e-03
2024-05-13 16:50:21 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.152, Acc: 0.492, Base Lr: 2.85e-03
2024-05-13 16:50:25 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.090, Acc: 0.507, Base Lr: 2.85e-03
2024-05-13 16:50:29 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.050, Acc: 0.511, Base Lr: 2.85e-03
2024-05-13 16:50:33 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.005, Acc: 0.520, Base Lr: 2.85e-03
2024-05-13 16:50:37 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 2.948, Acc: 0.535, Base Lr: 2.85e-03
2024-05-13 16:50:40 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 2.883, Acc: 0.547, Base Lr: 2.85e-03
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2024-05-13 16:50:57 transreid.train INFO: Epoch 7 done. Time per epoch: 72.140[s] Speed: 162.4[samples/s]
2024-05-13 16:51:02 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 2.845, Acc: 0.508, Base Lr: 3.25e-03
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2024-05-13 16:52:09 transreid.train INFO: Epoch 8 done. Time per epoch: 72.107[s] Speed: 162.4[samples/s]
2024-05-13 16:52:14 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 2.638, Acc: 0.542, Base Lr: 3.64e-03
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2024-05-13 16:53:22 transreid.train INFO: Epoch 9 done. Time per epoch: 72.378[s] Speed: 162.7[samples/s]
2024-05-13 16:53:26 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 1.967, Acc: 0.673, Base Lr: 4.04e-03
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2024-05-13 16:54:34 transreid.train INFO: Epoch 10 done. Time per epoch: 72.110[s] Speed: 162.4[samples/s]
2024-05-13 16:54:38 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 1.754, Acc: 0.708, Base Lr: 4.44e-03
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2024-05-13 16:55:46 transreid.train INFO: Epoch 11 done. Time per epoch: 72.072[s] Speed: 162.5[samples/s]
2024-05-13 16:55:50 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.234, Acc: 0.758, Base Lr: 4.83e-03
2024-05-13 16:55:54 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 1.166, Acc: 0.795, Base Lr: 4.83e-03
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2024-05-13 16:56:18 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 1.087, Acc: 0.835, Base Lr: 4.83e-03
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2024-05-13 16:56:58 transreid.train INFO: Epoch 12 done. Time per epoch: 72.000[s] Speed: 162.7[samples/s]
2024-05-13 16:57:02 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.354, Acc: 0.761, Base Lr: 5.23e-03
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2024-05-13 16:58:10 transreid.train INFO: Epoch 13 done. Time per epoch: 72.041[s] Speed: 162.6[samples/s]
2024-05-13 16:58:15 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.914, Acc: 0.873, Base Lr: 5.62e-03
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2024-05-13 16:59:23 transreid.train INFO: Epoch 14 done. Time per epoch: 72.508[s] Speed: 162.4[samples/s]
2024-05-13 16:59:27 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.798, Acc: 0.881, Base Lr: 6.02e-03
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2024-05-13 17:00:35 transreid.train INFO: Epoch 15 done. Time per epoch: 72.133[s] Speed: 162.4[samples/s]
2024-05-13 17:00:39 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.693, Acc: 0.914, Base Lr: 6.42e-03
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2024-05-13 17:01:47 transreid.train INFO: Epoch 16 done. Time per epoch: 72.042[s] Speed: 162.6[samples/s]
2024-05-13 17:01:51 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.502, Acc: 0.945, Base Lr: 6.81e-03
2024-05-13 17:01:55 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.494, Acc: 0.943, Base Lr: 6.81e-03
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2024-05-13 17:02:59 transreid.train INFO: Epoch 17 done. Time per epoch: 72.098[s] Speed: 162.4[samples/s]
2024-05-13 17:03:03 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.489, Acc: 0.939, Base Lr: 7.21e-03
2024-05-13 17:03:07 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.512, Acc: 0.937, Base Lr: 7.21e-03
2024-05-13 17:03:11 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.515, Acc: 0.943, Base Lr: 7.21e-03
2024-05-13 17:03:15 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 0.509, Acc: 0.942, Base Lr: 7.21e-03
2024-05-13 17:03:19 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.474, Acc: 0.949, Base Lr: 7.21e-03
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2024-05-13 17:03:27 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.459, Acc: 0.952, Base Lr: 7.21e-03
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2024-05-13 17:04:02 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.401, Acc: 0.957, Base Lr: 7.21e-03
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2024-05-13 17:04:10 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.384, Acc: 0.960, Base Lr: 7.21e-03
2024-05-13 17:04:11 transreid.train INFO: Epoch 18 done. Time per epoch: 72.118[s] Speed: 162.4[samples/s]
2024-05-13 17:04:15 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.492, Acc: 0.938, Base Lr: 7.60e-03
2024-05-13 17:04:19 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.433, Acc: 0.948, Base Lr: 7.60e-03
2024-05-13 17:04:23 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.409, Acc: 0.953, Base Lr: 7.60e-03
2024-05-13 17:04:27 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.409, Acc: 0.953, Base Lr: 7.60e-03
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2024-05-13 17:04:35 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.393, Acc: 0.956, Base Lr: 7.60e-03
2024-05-13 17:04:39 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.397, Acc: 0.955, Base Lr: 7.60e-03
2024-05-13 17:04:43 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.393, Acc: 0.956, Base Lr: 7.60e-03
2024-05-13 17:04:47 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.401, Acc: 0.954, Base Lr: 7.60e-03
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2024-05-13 17:04:55 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.421, Acc: 0.953, Base Lr: 7.60e-03
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2024-05-13 17:05:06 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.417, Acc: 0.953, Base Lr: 7.60e-03
2024-05-13 17:05:10 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.415, Acc: 0.954, Base Lr: 7.60e-03
2024-05-13 17:05:14 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.405, Acc: 0.956, Base Lr: 7.60e-03
2024-05-13 17:05:18 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.394, Acc: 0.957, Base Lr: 7.60e-03
2024-05-13 17:05:22 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.384, Acc: 0.959, Base Lr: 7.60e-03
2024-05-13 17:05:23 transreid.train INFO: Epoch 19 done. Time per epoch: 72.472[s] Speed: 162.5[samples/s]
2024-05-13 17:05:28 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.501, Acc: 0.931, Base Lr: 7.47e-03
2024-05-13 17:05:32 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.450, Acc: 0.932, Base Lr: 7.47e-03
2024-05-13 17:05:36 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.459, Acc: 0.931, Base Lr: 7.47e-03
2024-05-13 17:05:40 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.435, Acc: 0.938, Base Lr: 7.47e-03
2024-05-13 17:05:44 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.421, Acc: 0.944, Base Lr: 7.47e-03
2024-05-13 17:05:47 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.411, Acc: 0.946, Base Lr: 7.47e-03
2024-05-13 17:05:51 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.407, Acc: 0.948, Base Lr: 7.47e-03
2024-05-13 17:05:55 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.399, Acc: 0.950, Base Lr: 7.47e-03
2024-05-13 17:05:59 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.395, Acc: 0.949, Base Lr: 7.47e-03
2024-05-13 17:06:03 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.398, Acc: 0.950, Base Lr: 7.47e-03
2024-05-13 17:06:07 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.398, Acc: 0.951, Base Lr: 7.47e-03
2024-05-13 17:06:11 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.403, Acc: 0.950, Base Lr: 7.47e-03
2024-05-13 17:06:15 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.396, Acc: 0.951, Base Lr: 7.47e-03
2024-05-13 17:06:19 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.389, Acc: 0.953, Base Lr: 7.47e-03
2024-05-13 17:06:23 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.385, Acc: 0.953, Base Lr: 7.47e-03
2024-05-13 17:06:26 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.377, Acc: 0.954, Base Lr: 7.47e-03
2024-05-13 17:06:30 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.371, Acc: 0.955, Base Lr: 7.47e-03
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2024-05-13 17:06:36 transreid.train INFO: Epoch 20 done. Time per epoch: 72.088[s] Speed: 162.5[samples/s]
2024-05-13 17:07:56 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 17:07:56 transreid.train INFO: mAP: 72.9%
2024-05-13 17:07:56 transreid.train INFO: CMC curve, Rank-1  :88.0%
2024-05-13 17:07:56 transreid.train INFO: CMC curve, Rank-5  :95.4%
2024-05-13 17:07:56 transreid.train INFO: CMC curve, Rank-10 :97.4%
2024-05-13 17:08:00 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.546, Acc: 0.939, Base Lr: 7.41e-03
2024-05-13 17:08:04 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.506, Acc: 0.944, Base Lr: 7.41e-03
2024-05-13 17:08:08 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.511, Acc: 0.945, Base Lr: 7.41e-03
2024-05-13 17:08:12 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.482, Acc: 0.949, Base Lr: 7.41e-03
2024-05-13 17:08:16 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.454, Acc: 0.949, Base Lr: 7.41e-03
2024-05-13 17:08:19 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.446, Acc: 0.949, Base Lr: 7.41e-03
2024-05-13 17:08:23 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.430, Acc: 0.950, Base Lr: 7.41e-03
2024-05-13 17:08:27 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.419, Acc: 0.952, Base Lr: 7.41e-03
2024-05-13 17:08:31 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.404, Acc: 0.954, Base Lr: 7.41e-03
2024-05-13 17:08:35 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.393, Acc: 0.956, Base Lr: 7.41e-03
2024-05-13 17:08:39 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.383, Acc: 0.957, Base Lr: 7.41e-03
2024-05-13 17:08:43 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.374, Acc: 0.959, Base Lr: 7.41e-03
2024-05-13 17:08:47 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.361, Acc: 0.960, Base Lr: 7.41e-03
2024-05-13 17:08:51 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.352, Acc: 0.962, Base Lr: 7.41e-03
2024-05-13 17:08:55 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.344, Acc: 0.963, Base Lr: 7.41e-03
2024-05-13 17:08:58 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.338, Acc: 0.964, Base Lr: 7.41e-03
2024-05-13 17:09:02 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.332, Acc: 0.965, Base Lr: 7.41e-03
2024-05-13 17:09:06 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.327, Acc: 0.965, Base Lr: 7.41e-03
2024-05-13 17:09:08 transreid.train INFO: Epoch 21 done. Time per epoch: 72.441[s] Speed: 162.6[samples/s]
2024-05-13 17:09:12 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.356, Acc: 0.953, Base Lr: 7.36e-03
2024-05-13 17:09:16 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.340, Acc: 0.956, Base Lr: 7.36e-03
2024-05-13 17:09:20 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.304, Acc: 0.963, Base Lr: 7.36e-03
2024-05-13 17:09:24 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.291, Acc: 0.967, Base Lr: 7.36e-03
2024-05-13 17:09:28 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.292, Acc: 0.967, Base Lr: 7.36e-03
2024-05-13 17:09:32 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.287, Acc: 0.967, Base Lr: 7.36e-03
2024-05-13 17:09:36 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.276, Acc: 0.969, Base Lr: 7.36e-03
2024-05-13 17:09:40 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.277, Acc: 0.969, Base Lr: 7.36e-03
2024-05-13 17:09:44 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.276, Acc: 0.970, Base Lr: 7.36e-03
2024-05-13 17:09:48 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.278, Acc: 0.971, Base Lr: 7.36e-03
2024-05-13 17:09:52 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 0.273, Acc: 0.970, Base Lr: 7.36e-03
2024-05-13 17:09:55 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.266, Acc: 0.971, Base Lr: 7.36e-03
2024-05-13 17:09:59 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.269, Acc: 0.970, Base Lr: 7.36e-03
2024-05-13 17:10:03 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.264, Acc: 0.971, Base Lr: 7.36e-03
2024-05-13 17:10:07 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.261, Acc: 0.972, Base Lr: 7.36e-03
2024-05-13 17:10:11 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.259, Acc: 0.972, Base Lr: 7.36e-03
2024-05-13 17:10:15 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.259, Acc: 0.973, Base Lr: 7.36e-03
2024-05-13 17:10:19 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.252, Acc: 0.973, Base Lr: 7.36e-03
2024-05-13 17:10:20 transreid.train INFO: Epoch 22 done. Time per epoch: 72.168[s] Speed: 162.3[samples/s]
2024-05-13 17:10:25 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.332, Acc: 0.958, Base Lr: 7.30e-03
2024-05-13 17:10:29 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.309, Acc: 0.963, Base Lr: 7.30e-03
2024-05-13 17:10:32 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 0.301, Acc: 0.963, Base Lr: 7.30e-03
2024-05-13 17:10:36 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.292, Acc: 0.965, Base Lr: 7.30e-03
2024-05-13 17:10:40 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.277, Acc: 0.968, Base Lr: 7.30e-03
2024-05-13 17:10:44 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 0.269, Acc: 0.969, Base Lr: 7.30e-03
2024-05-13 17:10:48 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.266, Acc: 0.969, Base Lr: 7.30e-03
2024-05-13 17:10:52 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.265, Acc: 0.970, Base Lr: 7.30e-03
2024-05-13 17:10:56 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.258, Acc: 0.972, Base Lr: 7.30e-03
2024-05-13 17:11:00 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.266, Acc: 0.971, Base Lr: 7.30e-03
2024-05-13 17:11:04 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.263, Acc: 0.972, Base Lr: 7.30e-03
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2024-05-13 17:11:32 transreid.train INFO: Epoch 23 done. Time per epoch: 72.150[s] Speed: 162.3[samples/s]
2024-05-13 17:11:37 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.262, Acc: 0.970, Base Lr: 7.24e-03
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2024-05-13 17:12:00 transreid.train INFO: Epoch[24] Iter[70/186] Loss: 0.247, Acc: 0.977, Base Lr: 7.24e-03
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2024-05-13 17:12:35 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 0.210, Acc: 0.980, Base Lr: 7.24e-03
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2024-05-13 17:12:45 transreid.train INFO: Epoch 24 done. Time per epoch: 72.532[s] Speed: 162.4[samples/s]
2024-05-13 17:12:49 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.207, Acc: 0.975, Base Lr: 7.18e-03
2024-05-13 17:12:53 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.210, Acc: 0.980, Base Lr: 7.18e-03
2024-05-13 17:12:57 transreid.train INFO: Epoch[25] Iter[30/186] Loss: 0.201, Acc: 0.981, Base Lr: 7.18e-03
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2024-05-13 17:13:05 transreid.train INFO: Epoch[25] Iter[50/186] Loss: 0.212, Acc: 0.980, Base Lr: 7.18e-03
2024-05-13 17:13:09 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 0.208, Acc: 0.981, Base Lr: 7.18e-03
2024-05-13 17:13:13 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 0.206, Acc: 0.982, Base Lr: 7.18e-03
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2024-05-13 17:13:40 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 0.201, Acc: 0.983, Base Lr: 7.18e-03
2024-05-13 17:13:44 transreid.train INFO: Epoch[25] Iter[150/186] Loss: 0.198, Acc: 0.984, Base Lr: 7.18e-03
2024-05-13 17:13:48 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.196, Acc: 0.984, Base Lr: 7.18e-03
2024-05-13 17:13:52 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.192, Acc: 0.984, Base Lr: 7.18e-03
2024-05-13 17:13:56 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 0.186, Acc: 0.985, Base Lr: 7.18e-03
2024-05-13 17:13:57 transreid.train INFO: Epoch 25 done. Time per epoch: 72.191[s] Speed: 162.2[samples/s]
2024-05-13 17:14:01 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.271, Acc: 0.966, Base Lr: 7.11e-03
2024-05-13 17:14:05 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.255, Acc: 0.967, Base Lr: 7.11e-03
2024-05-13 17:14:09 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.222, Acc: 0.972, Base Lr: 7.11e-03
2024-05-13 17:14:13 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 0.219, Acc: 0.975, Base Lr: 7.11e-03
2024-05-13 17:14:17 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.211, Acc: 0.977, Base Lr: 7.11e-03
2024-05-13 17:14:21 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.225, Acc: 0.974, Base Lr: 7.11e-03
2024-05-13 17:14:25 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.217, Acc: 0.975, Base Lr: 7.11e-03
2024-05-13 17:14:29 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.218, Acc: 0.976, Base Lr: 7.11e-03
2024-05-13 17:14:33 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.212, Acc: 0.976, Base Lr: 7.11e-03
2024-05-13 17:14:37 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.208, Acc: 0.977, Base Lr: 7.11e-03
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2024-05-13 17:14:48 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 0.202, Acc: 0.979, Base Lr: 7.11e-03
2024-05-13 17:14:52 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.201, Acc: 0.979, Base Lr: 7.11e-03
2024-05-13 17:14:56 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.198, Acc: 0.980, Base Lr: 7.11e-03
2024-05-13 17:15:00 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.196, Acc: 0.980, Base Lr: 7.11e-03
2024-05-13 17:15:04 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.194, Acc: 0.981, Base Lr: 7.11e-03
2024-05-13 17:15:08 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.189, Acc: 0.982, Base Lr: 7.11e-03
2024-05-13 17:15:09 transreid.train INFO: Epoch 26 done. Time per epoch: 72.126[s] Speed: 162.4[samples/s]
2024-05-13 17:15:14 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.208, Acc: 0.973, Base Lr: 7.04e-03
2024-05-13 17:15:18 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.172, Acc: 0.977, Base Lr: 7.04e-03
2024-05-13 17:15:21 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.178, Acc: 0.978, Base Lr: 7.04e-03
2024-05-13 17:15:25 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.175, Acc: 0.982, Base Lr: 7.04e-03
2024-05-13 17:15:29 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.182, Acc: 0.981, Base Lr: 7.04e-03
2024-05-13 17:15:33 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.186, Acc: 0.980, Base Lr: 7.04e-03
2024-05-13 17:15:37 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.190, Acc: 0.979, Base Lr: 7.04e-03
2024-05-13 17:15:41 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.197, Acc: 0.980, Base Lr: 7.04e-03
2024-05-13 17:15:45 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.192, Acc: 0.981, Base Lr: 7.04e-03
2024-05-13 17:15:49 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.196, Acc: 0.981, Base Lr: 7.04e-03
2024-05-13 17:15:53 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.194, Acc: 0.981, Base Lr: 7.04e-03
2024-05-13 17:15:57 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.195, Acc: 0.982, Base Lr: 7.04e-03
2024-05-13 17:16:01 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 0.192, Acc: 0.982, Base Lr: 7.04e-03
2024-05-13 17:16:04 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.188, Acc: 0.982, Base Lr: 7.04e-03
2024-05-13 17:16:08 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.186, Acc: 0.982, Base Lr: 7.04e-03
2024-05-13 17:16:12 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.182, Acc: 0.983, Base Lr: 7.04e-03
2024-05-13 17:16:16 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.177, Acc: 0.983, Base Lr: 7.04e-03
2024-05-13 17:16:20 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.172, Acc: 0.984, Base Lr: 7.04e-03
2024-05-13 17:16:21 transreid.train INFO: Epoch 27 done. Time per epoch: 72.217[s] Speed: 162.2[samples/s]
2024-05-13 17:16:26 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.140, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:16:30 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.137, Acc: 0.990, Base Lr: 6.97e-03
2024-05-13 17:16:34 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.151, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:16:38 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.153, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:16:41 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.147, Acc: 0.987, Base Lr: 6.97e-03
2024-05-13 17:16:45 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.147, Acc: 0.987, Base Lr: 6.97e-03
2024-05-13 17:16:49 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.143, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:16:53 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.141, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:16:57 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:17:01 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:05 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 0.138, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:09 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 0.135, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:13 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 0.135, Acc: 0.988, Base Lr: 6.97e-03
2024-05-13 17:17:17 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.135, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:21 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.133, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:24 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.131, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:28 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.130, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:32 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 0.127, Acc: 0.989, Base Lr: 6.97e-03
2024-05-13 17:17:34 transreid.train INFO: Epoch 28 done. Time per epoch: 72.176[s] Speed: 162.3[samples/s]
2024-05-13 17:17:38 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.169, Acc: 0.978, Base Lr: 6.90e-03
2024-05-13 17:17:42 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.161, Acc: 0.982, Base Lr: 6.90e-03
2024-05-13 17:17:46 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.174, Acc: 0.983, Base Lr: 6.90e-03
2024-05-13 17:17:50 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.179, Acc: 0.983, Base Lr: 6.90e-03
2024-05-13 17:17:54 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.173, Acc: 0.984, Base Lr: 6.90e-03
2024-05-13 17:17:58 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.164, Acc: 0.986, Base Lr: 6.90e-03
2024-05-13 17:18:01 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.167, Acc: 0.986, Base Lr: 6.90e-03
2024-05-13 17:18:05 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.164, Acc: 0.985, Base Lr: 6.90e-03
2024-05-13 17:18:09 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.155, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:13 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.150, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:17 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.149, Acc: 0.986, Base Lr: 6.90e-03
2024-05-13 17:18:21 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.145, Acc: 0.986, Base Lr: 6.90e-03
2024-05-13 17:18:25 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 0.142, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:29 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.141, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:33 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.143, Acc: 0.986, Base Lr: 6.90e-03
2024-05-13 17:18:37 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.140, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:41 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.140, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:44 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.138, Acc: 0.987, Base Lr: 6.90e-03
2024-05-13 17:18:46 transreid.train INFO: Epoch 29 done. Time per epoch: 72.159[s] Speed: 162.3[samples/s]
2024-05-13 17:18:50 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.166, Acc: 0.983, Base Lr: 6.83e-03
2024-05-13 17:18:54 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.166, Acc: 0.983, Base Lr: 6.83e-03
2024-05-13 17:18:58 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.149, Acc: 0.987, Base Lr: 6.83e-03
2024-05-13 17:19:02 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.153, Acc: 0.986, Base Lr: 6.83e-03
2024-05-13 17:19:06 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.157, Acc: 0.986, Base Lr: 6.83e-03
2024-05-13 17:19:10 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.150, Acc: 0.987, Base Lr: 6.83e-03
2024-05-13 17:19:14 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.146, Acc: 0.988, Base Lr: 6.83e-03
2024-05-13 17:19:18 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.147, Acc: 0.988, Base Lr: 6.83e-03
2024-05-13 17:19:21 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.145, Acc: 0.988, Base Lr: 6.83e-03
2024-05-13 17:19:25 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.144, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:29 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.142, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:33 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.140, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:37 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:41 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.83e-03
2024-05-13 17:19:45 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.135, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:49 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.131, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:53 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.127, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:57 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.126, Acc: 0.989, Base Lr: 6.83e-03
2024-05-13 17:19:58 transreid.train INFO: Epoch 30 done. Time per epoch: 72.612[s] Speed: 162.2[samples/s]
2024-05-13 17:20:03 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.122, Acc: 0.997, Base Lr: 6.76e-03
2024-05-13 17:20:07 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.130, Acc: 0.994, Base Lr: 6.76e-03
2024-05-13 17:20:11 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.139, Acc: 0.991, Base Lr: 6.76e-03
2024-05-13 17:20:15 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.135, Acc: 0.992, Base Lr: 6.76e-03
2024-05-13 17:20:18 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 0.136, Acc: 0.991, Base Lr: 6.76e-03
2024-05-13 17:20:22 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.136, Acc: 0.991, Base Lr: 6.76e-03
2024-05-13 17:20:26 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.140, Acc: 0.991, Base Lr: 6.76e-03
2024-05-13 17:20:30 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.136, Acc: 0.991, Base Lr: 6.76e-03
2024-05-13 17:20:34 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.139, Acc: 0.990, Base Lr: 6.76e-03
2024-05-13 17:20:38 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.138, Acc: 0.990, Base Lr: 6.76e-03
2024-05-13 17:20:42 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-13 17:21:10 transreid.train INFO: Epoch 31 done. Time per epoch: 71.775[s] Speed: 162.3[samples/s]
2024-05-13 17:21:15 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.162, Acc: 0.989, Base Lr: 6.68e-03
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2024-05-13 17:22:22 transreid.train INFO: Epoch 32 done. Time per epoch: 72.116[s] Speed: 162.4[samples/s]
2024-05-13 17:22:27 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.168, Acc: 0.980, Base Lr: 6.60e-03
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2024-05-13 17:23:35 transreid.train INFO: Epoch 33 done. Time per epoch: 72.539[s] Speed: 162.3[samples/s]
2024-05-13 17:23:39 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.153, Acc: 0.989, Base Lr: 6.52e-03
2024-05-13 17:23:43 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.135, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-13 17:24:03 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.112, Acc: 0.990, Base Lr: 6.52e-03
2024-05-13 17:24:07 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.112, Acc: 0.989, Base Lr: 6.52e-03
2024-05-13 17:24:10 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 0.113, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-13 17:24:34 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.109, Acc: 0.991, Base Lr: 6.52e-03
2024-05-13 17:24:38 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.107, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-13 17:24:47 transreid.train INFO: Epoch 34 done. Time per epoch: 72.523[s] Speed: 162.4[samples/s]
2024-05-13 17:24:52 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.222, Acc: 0.984, Base Lr: 6.44e-03
2024-05-13 17:24:56 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.190, Acc: 0.985, Base Lr: 6.44e-03
2024-05-13 17:25:00 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.170, Acc: 0.986, Base Lr: 6.44e-03
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2024-05-13 17:25:15 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.151, Acc: 0.988, Base Lr: 6.44e-03
2024-05-13 17:25:19 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.144, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-13 17:25:31 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.137, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:25:35 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.135, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-13 17:25:47 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.133, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:25:50 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.130, Acc: 0.989, Base Lr: 6.44e-03
2024-05-13 17:25:54 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.128, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-13 17:26:00 transreid.train INFO: Epoch 35 done. Time per epoch: 72.629[s] Speed: 162.1[samples/s]
2024-05-13 17:26:04 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.091, Acc: 0.991, Base Lr: 6.35e-03
2024-05-13 17:26:08 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.130, Acc: 0.986, Base Lr: 6.35e-03
2024-05-13 17:26:12 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.132, Acc: 0.986, Base Lr: 6.35e-03
2024-05-13 17:26:16 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.136, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:26:20 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.129, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:26:24 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:26:28 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.118, Acc: 0.989, Base Lr: 6.35e-03
2024-05-13 17:26:32 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:26:36 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.122, Acc: 0.988, Base Lr: 6.35e-03
2024-05-13 17:26:39 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.124, Acc: 0.988, Base Lr: 6.35e-03
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2024-05-13 17:26:59 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.113, Acc: 0.989, Base Lr: 6.35e-03
2024-05-13 17:27:03 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.111, Acc: 0.990, Base Lr: 6.35e-03
2024-05-13 17:27:07 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.108, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-13 17:27:12 transreid.train INFO: Epoch 36 done. Time per epoch: 72.445[s] Speed: 162.6[samples/s]
2024-05-13 17:27:17 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.137, Acc: 0.988, Base Lr: 6.27e-03
2024-05-13 17:27:21 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.128, Acc: 0.988, Base Lr: 6.27e-03
2024-05-13 17:27:25 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.119, Acc: 0.988, Base Lr: 6.27e-03
2024-05-13 17:27:28 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.112, Acc: 0.988, Base Lr: 6.27e-03
2024-05-13 17:27:32 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.108, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:27:36 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.108, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:27:40 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.113, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:27:44 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.110, Acc: 0.990, Base Lr: 6.27e-03
2024-05-13 17:27:48 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.108, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:27:52 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.112, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:27:56 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.109, Acc: 0.991, Base Lr: 6.27e-03
2024-05-13 17:28:00 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.106, Acc: 0.991, Base Lr: 6.27e-03
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2024-05-13 17:28:11 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.27e-03
2024-05-13 17:28:15 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.096, Acc: 0.992, Base Lr: 6.27e-03
2024-05-13 17:28:19 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.094, Acc: 0.992, Base Lr: 6.27e-03
2024-05-13 17:28:23 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.091, Acc: 0.993, Base Lr: 6.27e-03
2024-05-13 17:28:25 transreid.train INFO: Epoch 37 done. Time per epoch: 72.522[s] Speed: 162.4[samples/s]
2024-05-13 17:28:29 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.075, Acc: 0.997, Base Lr: 6.18e-03
2024-05-13 17:28:33 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.082, Acc: 0.998, Base Lr: 6.18e-03
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2024-05-13 17:28:49 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.107, Acc: 0.992, Base Lr: 6.18e-03
2024-05-13 17:28:53 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.105, Acc: 0.993, Base Lr: 6.18e-03
2024-05-13 17:28:57 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.102, Acc: 0.993, Base Lr: 6.18e-03
2024-05-13 17:29:01 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-13 17:29:04 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.103, Acc: 0.991, Base Lr: 6.18e-03
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2024-05-13 17:29:24 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.092, Acc: 0.993, Base Lr: 6.18e-03
2024-05-13 17:29:28 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.090, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-13 17:29:37 transreid.train INFO: Epoch 38 done. Time per epoch: 72.064[s] Speed: 162.5[samples/s]
2024-05-13 17:29:41 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.116, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:29:45 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.113, Acc: 0.991, Base Lr: 6.09e-03
2024-05-13 17:29:49 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.118, Acc: 0.993, Base Lr: 6.09e-03
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2024-05-13 17:30:05 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.101, Acc: 0.994, Base Lr: 6.09e-03
2024-05-13 17:30:09 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.101, Acc: 0.994, Base Lr: 6.09e-03
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2024-05-13 17:30:24 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.094, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:28 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.092, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:32 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.093, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:36 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.091, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:40 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.090, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:44 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.089, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:48 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.089, Acc: 0.993, Base Lr: 6.09e-03
2024-05-13 17:30:49 transreid.train INFO: Epoch 39 done. Time per epoch: 72.083[s] Speed: 162.5[samples/s]
2024-05-13 17:30:53 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.177, Acc: 0.986, Base Lr: 6.00e-03
2024-05-13 17:30:57 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.138, Acc: 0.988, Base Lr: 6.00e-03
2024-05-13 17:31:01 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.120, Acc: 0.991, Base Lr: 6.00e-03
2024-05-13 17:31:05 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.112, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:09 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.111, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:13 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.109, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:17 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.103, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:21 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.102, Acc: 0.993, Base Lr: 6.00e-03
2024-05-13 17:31:25 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.101, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:29 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-13 17:31:36 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.102, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:40 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.101, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:44 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.099, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:48 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:52 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.097, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:31:56 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.096, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:32:00 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.094, Acc: 0.992, Base Lr: 6.00e-03
2024-05-13 17:32:01 transreid.train INFO: Epoch 40 done. Time per epoch: 72.030[s] Speed: 162.6[samples/s]
2024-05-13 17:33:21 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 17:33:21 transreid.train INFO: mAP: 80.0%
2024-05-13 17:33:21 transreid.train INFO: CMC curve, Rank-1  :91.9%
2024-05-13 17:33:21 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-13 17:33:21 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-05-13 17:33:25 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.142, Acc: 0.989, Base Lr: 5.91e-03
2024-05-13 17:33:29 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.140, Acc: 0.987, Base Lr: 5.91e-03
2024-05-13 17:33:33 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.127, Acc: 0.987, Base Lr: 5.91e-03
2024-05-13 17:33:37 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.114, Acc: 0.988, Base Lr: 5.91e-03
2024-05-13 17:33:41 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.110, Acc: 0.989, Base Lr: 5.91e-03
2024-05-13 17:33:45 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.107, Acc: 0.989, Base Lr: 5.91e-03
2024-05-13 17:33:49 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.107, Acc: 0.990, Base Lr: 5.91e-03
2024-05-13 17:33:53 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.101, Acc: 0.990, Base Lr: 5.91e-03
2024-05-13 17:33:56 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.095, Acc: 0.991, Base Lr: 5.91e-03
2024-05-13 17:34:00 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.092, Acc: 0.991, Base Lr: 5.91e-03
2024-05-13 17:34:04 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.090, Acc: 0.992, Base Lr: 5.91e-03
2024-05-13 17:34:08 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:12 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.086, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:16 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:20 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:24 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:28 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.084, Acc: 0.993, Base Lr: 5.91e-03
2024-05-13 17:34:32 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.082, Acc: 0.994, Base Lr: 5.91e-03
2024-05-13 17:34:33 transreid.train INFO: Epoch 41 done. Time per epoch: 72.390[s] Speed: 162.7[samples/s]
2024-05-13 17:34:38 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.082, Acc: 0.992, Base Lr: 5.82e-03
2024-05-13 17:34:42 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.087, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:34:45 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.088, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:34:49 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.086, Acc: 0.995, Base Lr: 5.82e-03
2024-05-13 17:34:53 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.086, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:34:57 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:35:01 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:35:05 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.086, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:09 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.086, Acc: 0.993, Base Lr: 5.82e-03
2024-05-13 17:35:13 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:17 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.085, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:21 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.082, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:25 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.080, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:28 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.078, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:32 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:36 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:40 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.076, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:44 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.82e-03
2024-05-13 17:35:46 transreid.train INFO: Epoch 42 done. Time per epoch: 72.550[s] Speed: 162.3[samples/s]
2024-05-13 17:35:50 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.078, Acc: 0.989, Base Lr: 5.73e-03
2024-05-13 17:35:54 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.088, Acc: 0.989, Base Lr: 5.73e-03
2024-05-13 17:35:58 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.73e-03
2024-05-13 17:36:02 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.092, Acc: 0.991, Base Lr: 5.73e-03
2024-05-13 17:36:06 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.089, Acc: 0.991, Base Lr: 5.73e-03
2024-05-13 17:36:10 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.088, Acc: 0.992, Base Lr: 5.73e-03
2024-05-13 17:36:14 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.73e-03
2024-05-13 17:36:18 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:22 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.089, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:25 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:29 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.090, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:33 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:37 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.088, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:41 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.085, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:45 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.084, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:49 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:53 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.082, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:57 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.73e-03
2024-05-13 17:36:58 transreid.train INFO: Epoch 43 done. Time per epoch: 72.656[s] Speed: 162.1[samples/s]
2024-05-13 17:37:03 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.071, Acc: 0.997, Base Lr: 5.63e-03
2024-05-13 17:37:07 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.63e-03
2024-05-13 17:37:11 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.073, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:15 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.068, Acc: 0.995, Base Lr: 5.63e-03
2024-05-13 17:37:19 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.63e-03
2024-05-13 17:37:22 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.081, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:37:26 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.63e-03
2024-05-13 17:37:30 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:34 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:38 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:42 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:46 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:50 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:54 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:37:58 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.079, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:38:02 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:38:05 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.078, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:38:09 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.63e-03
2024-05-13 17:38:11 transreid.train INFO: Epoch 44 done. Time per epoch: 72.590[s] Speed: 162.2[samples/s]
2024-05-13 17:38:16 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.54e-03
2024-05-13 17:38:19 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.54e-03
2024-05-13 17:38:23 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.068, Acc: 0.994, Base Lr: 5.54e-03
2024-05-13 17:38:27 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.072, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:31 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.087, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:35 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:39 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:43 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.082, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:47 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:51 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:55 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:38:58 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:02 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:06 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.075, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:10 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.074, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:14 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.073, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:18 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.072, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:22 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.069, Acc: 0.993, Base Lr: 5.54e-03
2024-05-13 17:39:23 transreid.train INFO: Epoch 45 done. Time per epoch: 72.207[s] Speed: 162.2[samples/s]
2024-05-13 17:39:28 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.44e-03
2024-05-13 17:39:32 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.44e-03
2024-05-13 17:39:36 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.071, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:39:39 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:39:43 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:39:47 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.083, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:39:51 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.082, Acc: 0.992, Base Lr: 5.44e-03
2024-05-13 17:39:55 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:39:59 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.077, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:40:03 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.074, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:40:07 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.072, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:11 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.44e-03
2024-05-13 17:40:15 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.075, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:19 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.074, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:23 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.074, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:26 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:30 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.076, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:34 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.076, Acc: 0.994, Base Lr: 5.44e-03
2024-05-13 17:40:36 transreid.train INFO: Epoch 46 done. Time per epoch: 72.307[s] Speed: 162.0[samples/s]
2024-05-13 17:40:40 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.090, Acc: 0.994, Base Lr: 5.34e-03
2024-05-13 17:40:44 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.087, Acc: 0.994, Base Lr: 5.34e-03
2024-05-13 17:40:48 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.085, Acc: 0.995, Base Lr: 5.34e-03
2024-05-13 17:40:52 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.082, Acc: 0.996, Base Lr: 5.34e-03
2024-05-13 17:40:56 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.34e-03
2024-05-13 17:41:00 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.070, Acc: 0.996, Base Lr: 5.34e-03
2024-05-13 17:41:03 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.070, Acc: 0.997, Base Lr: 5.34e-03
2024-05-13 17:41:07 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.067, Acc: 0.997, Base Lr: 5.34e-03
2024-05-13 17:41:11 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.34e-03
2024-05-13 17:41:15 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.066, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-13 17:41:48 transreid.train INFO: Epoch 47 done. Time per epoch: 72.660[s] Speed: 162.1[samples/s]
2024-05-13 17:41:53 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.083, Acc: 0.989, Base Lr: 5.24e-03
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2024-05-13 17:43:01 transreid.train INFO: Epoch 48 done. Time per epoch: 72.505[s] Speed: 162.4[samples/s]
2024-05-13 17:43:05 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.087, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-13 17:44:13 transreid.train INFO: Epoch 49 done. Time per epoch: 72.132[s] Speed: 162.4[samples/s]
2024-05-13 17:44:17 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.062, Acc: 0.994, Base Lr: 5.04e-03
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2024-05-13 17:44:37 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.04e-03
2024-05-13 17:44:41 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.04e-03
2024-05-13 17:44:45 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.04e-03
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2024-05-13 17:45:12 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.059, Acc: 0.995, Base Lr: 5.04e-03
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2024-05-13 17:45:25 transreid.train INFO: Epoch 50 done. Time per epoch: 72.570[s] Speed: 162.3[samples/s]
2024-05-13 17:45:30 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.94e-03
2024-05-13 17:45:34 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.070, Acc: 0.992, Base Lr: 4.94e-03
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2024-05-13 17:45:49 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.063, Acc: 0.995, Base Lr: 4.94e-03
2024-05-13 17:45:53 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.94e-03
2024-05-13 17:45:57 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-13 17:46:24 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.94e-03
2024-05-13 17:46:28 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.94e-03
2024-05-13 17:46:32 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-13 17:46:38 transreid.train INFO: Epoch 51 done. Time per epoch: 72.538[s] Speed: 162.3[samples/s]
2024-05-13 17:46:42 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.84e-03
2024-05-13 17:46:46 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.84e-03
2024-05-13 17:46:50 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-13 17:47:02 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.84e-03
2024-05-13 17:47:06 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.065, Acc: 0.994, Base Lr: 4.84e-03
2024-05-13 17:47:10 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-13 17:47:37 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-13 17:47:50 transreid.train INFO: Epoch 52 done. Time per epoch: 72.406[s] Speed: 162.6[samples/s]
2024-05-13 17:47:55 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-13 17:48:10 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:48:14 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.069, Acc: 0.996, Base Lr: 4.74e-03
2024-05-13 17:48:18 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.74e-03
2024-05-13 17:48:22 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.073, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-13 17:48:49 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.069, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:48:53 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:48:57 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.74e-03
2024-05-13 17:49:01 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.74e-03
2024-05-13 17:49:03 transreid.train INFO: Epoch 53 done. Time per epoch: 72.327[s] Speed: 162.8[samples/s]
2024-05-13 17:49:07 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.084, Acc: 0.995, Base Lr: 4.63e-03
2024-05-13 17:49:11 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.085, Acc: 0.995, Base Lr: 4.63e-03
2024-05-13 17:49:15 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.63e-03
2024-05-13 17:49:19 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.071, Acc: 0.996, Base Lr: 4.63e-03
2024-05-13 17:49:23 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.63e-03
2024-05-13 17:49:27 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.63e-03
2024-05-13 17:49:31 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.63e-03
2024-05-13 17:49:34 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.63e-03
2024-05-13 17:49:38 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.63e-03
2024-05-13 17:49:42 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.63e-03
2024-05-13 17:49:46 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.63e-03
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2024-05-13 17:50:02 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.63e-03
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2024-05-13 17:50:09 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.63e-03
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2024-05-13 17:50:15 transreid.train INFO: Epoch 54 done. Time per epoch: 72.342[s] Speed: 162.8[samples/s]
2024-05-13 17:50:20 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.53e-03
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2024-05-13 17:50:39 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.53e-03
2024-05-13 17:50:43 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.53e-03
2024-05-13 17:50:47 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-13 17:50:58 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-13 17:51:14 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.072, Acc: 0.994, Base Lr: 4.53e-03
2024-05-13 17:51:18 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.53e-03
2024-05-13 17:51:22 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.53e-03
2024-05-13 17:51:26 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.53e-03
2024-05-13 17:51:27 transreid.train INFO: Epoch 55 done. Time per epoch: 72.029[s] Speed: 162.6[samples/s]
2024-05-13 17:51:32 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.43e-03
2024-05-13 17:51:35 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:51:39 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:51:43 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.43e-03
2024-05-13 17:51:47 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.43e-03
2024-05-13 17:51:51 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:51:55 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:51:59 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:03 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:07 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:10 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:14 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:18 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:22 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:26 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:30 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:34 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:38 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.43e-03
2024-05-13 17:52:39 transreid.train INFO: Epoch 56 done. Time per epoch: 71.969[s] Speed: 162.7[samples/s]
2024-05-13 17:52:43 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.32e-03
2024-05-13 17:52:47 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:52:51 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.32e-03
2024-05-13 17:52:55 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.32e-03
2024-05-13 17:52:59 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.32e-03
2024-05-13 17:53:03 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.32e-03
2024-05-13 17:53:07 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:11 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:15 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:19 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:22 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:26 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:30 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:34 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:38 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:42 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:46 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:50 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.32e-03
2024-05-13 17:53:51 transreid.train INFO: Epoch 57 done. Time per epoch: 72.370[s] Speed: 162.7[samples/s]
2024-05-13 17:53:56 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.22e-03
2024-05-13 17:54:00 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:04 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:08 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:12 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:15 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:19 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:23 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:27 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:31 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:35 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:39 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:43 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:47 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:50 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:54 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:54:58 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:55:02 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.22e-03
2024-05-13 17:55:03 transreid.train INFO: Epoch 58 done. Time per epoch: 72.027[s] Speed: 162.6[samples/s]
2024-05-13 17:55:08 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.11e-03
2024-05-13 17:55:12 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.051, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:16 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:20 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:23 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:55:27 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:55:31 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:55:35 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.11e-03
2024-05-13 17:55:39 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:43 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:47 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:51 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:55 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:55:59 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.042, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:56:02 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:56:06 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:56:10 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:56:14 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-13 17:56:16 transreid.train INFO: Epoch 59 done. Time per epoch: 72.432[s] Speed: 162.6[samples/s]
2024-05-13 17:56:20 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.034, Acc: 0.995, Base Lr: 4.01e-03
2024-05-13 17:56:24 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:28 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:32 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:36 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:40 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.053, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:44 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:48 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.01e-03
2024-05-13 17:56:52 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:55 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:56:59 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:03 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:07 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.051, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:11 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:15 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:19 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:23 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:27 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.01e-03
2024-05-13 17:57:28 transreid.train INFO: Epoch 60 done. Time per epoch: 72.024[s] Speed: 162.6[samples/s]
2024-05-13 17:58:48 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 17:58:48 transreid.train INFO: mAP: 82.4%
2024-05-13 17:58:48 transreid.train INFO: CMC curve, Rank-1  :92.4%
2024-05-13 17:58:48 transreid.train INFO: CMC curve, Rank-5  :97.3%
2024-05-13 17:58:48 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-13 17:58:52 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.070, Acc: 0.994, Base Lr: 3.90e-03
2024-05-13 17:58:56 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.050, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:59:00 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.046, Acc: 0.996, Base Lr: 3.90e-03
2024-05-13 17:59:04 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:08 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:11 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.049, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:15 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.047, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:19 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.049, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:23 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.90e-03
2024-05-13 17:59:27 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:31 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:35 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:39 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.042, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:43 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:46 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:50 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:54 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 17:59:58 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.90e-03
2024-05-13 18:00:00 transreid.train INFO: Epoch 61 done. Time per epoch: 72.262[s] Speed: 163.0[samples/s]
2024-05-13 18:00:04 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:08 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.074, Acc: 0.998, Base Lr: 3.80e-03
2024-05-13 18:00:12 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.063, Acc: 0.998, Base Lr: 3.80e-03
2024-05-13 18:00:16 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.062, Acc: 0.998, Base Lr: 3.80e-03
2024-05-13 18:00:20 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.061, Acc: 0.998, Base Lr: 3.80e-03
2024-05-13 18:00:24 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:28 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:32 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.054, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:35 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.054, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:39 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.050, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:43 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:47 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.052, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:51 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.054, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:55 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:00:59 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.052, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:01:03 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:01:07 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:01:11 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.050, Acc: 0.997, Base Lr: 3.80e-03
2024-05-13 18:01:12 transreid.train INFO: Epoch 62 done. Time per epoch: 72.014[s] Speed: 162.6[samples/s]
2024-05-13 18:01:16 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 18:01:20 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.045, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 18:01:24 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.045, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 18:01:28 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.046, Acc: 0.995, Base Lr: 3.69e-03
2024-05-13 18:01:32 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 18:01:36 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 18:01:40 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 18:01:44 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 18:01:47 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.054, Acc: 0.996, Base Lr: 3.69e-03
2024-05-13 18:01:51 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.69e-03
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2024-05-13 18:02:24 transreid.train INFO: Epoch 63 done. Time per epoch: 71.922[s] Speed: 162.8[samples/s]
2024-05-13 18:02:28 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.050, Acc: 1.000, Base Lr: 3.59e-03
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2024-05-13 18:03:36 transreid.train INFO: Epoch 64 done. Time per epoch: 72.057[s] Speed: 162.5[samples/s]
2024-05-13 18:03:40 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
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2024-05-13 18:04:48 transreid.train INFO: Epoch 65 done. Time per epoch: 72.458[s] Speed: 162.5[samples/s]
2024-05-13 18:04:53 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.061, Acc: 1.000, Base Lr: 3.38e-03
2024-05-13 18:04:57 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.047, Acc: 0.999, Base Lr: 3.38e-03
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2024-05-13 18:05:12 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:16 transreid.train INFO: Epoch[66] Iter[70/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:20 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:24 transreid.train INFO: Epoch[66] Iter[90/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:28 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:32 transreid.train INFO: Epoch[66] Iter[110/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.38e-03
2024-05-13 18:05:36 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-13 18:05:47 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.38e-03
2024-05-13 18:05:51 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.044, Acc: 0.997, Base Lr: 3.38e-03
2024-05-13 18:05:55 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.044, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-13 18:06:00 transreid.train INFO: Epoch 66 done. Time per epoch: 72.054[s] Speed: 162.5[samples/s]
2024-05-13 18:06:05 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.059, Acc: 0.995, Base Lr: 3.28e-03
2024-05-13 18:06:09 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.063, Acc: 0.995, Base Lr: 3.28e-03
2024-05-13 18:06:13 transreid.train INFO: Epoch[67] Iter[30/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.28e-03
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2024-05-13 18:06:24 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:06:28 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:06:32 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-13 18:06:40 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.042, Acc: 0.998, Base Lr: 3.28e-03
2024-05-13 18:06:44 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-13 18:06:55 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:06:59 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:07:03 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:07:07 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.039, Acc: 0.997, Base Lr: 3.28e-03
2024-05-13 18:07:11 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.28e-03
2024-05-13 18:07:13 transreid.train INFO: Epoch 67 done. Time per epoch: 72.378[s] Speed: 162.7[samples/s]
2024-05-13 18:07:17 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.052, Acc: 0.997, Base Lr: 3.18e-03
2024-05-13 18:07:21 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.050, Acc: 0.996, Base Lr: 3.18e-03
2024-05-13 18:07:25 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.050, Acc: 0.996, Base Lr: 3.18e-03
2024-05-13 18:07:29 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 0.048, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-13 18:07:37 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.18e-03
2024-05-13 18:07:41 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.18e-03
2024-05-13 18:07:44 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-13 18:08:00 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-13 18:08:12 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-13 18:08:25 transreid.train INFO: Epoch 68 done. Time per epoch: 71.988[s] Speed: 162.7[samples/s]
2024-05-13 18:08:29 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 3.08e-03
2024-05-13 18:08:33 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:08:37 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-13 18:08:49 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:08:53 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:08:56 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:09:00 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:09:04 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.033, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-13 18:09:24 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:09:28 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.08e-03
2024-05-13 18:09:32 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-13 18:09:37 transreid.train INFO: Epoch 69 done. Time per epoch: 72.378[s] Speed: 162.7[samples/s]
2024-05-13 18:09:42 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.027, Acc: 1.000, Base Lr: 2.97e-03
2024-05-13 18:09:45 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.97e-03
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2024-05-13 18:10:05 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-13 18:10:09 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.97e-03
2024-05-13 18:10:13 transreid.train INFO: Epoch[70] Iter[90/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.97e-03
2024-05-13 18:10:17 transreid.train INFO: Epoch[70] Iter[100/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.97e-03
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2024-05-13 18:10:49 transreid.train INFO: Epoch 70 done. Time per epoch: 71.991[s] Speed: 162.7[samples/s]
2024-05-13 18:10:54 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 2.87e-03
2024-05-13 18:10:57 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.049, Acc: 0.993, Base Lr: 2.87e-03
2024-05-13 18:11:01 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.045, Acc: 0.994, Base Lr: 2.87e-03
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2024-05-13 18:11:17 transreid.train INFO: Epoch[71] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 2.87e-03
2024-05-13 18:11:21 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.039, Acc: 0.996, Base Lr: 2.87e-03
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2024-05-13 18:11:29 transreid.train INFO: Epoch[71] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-13 18:12:01 transreid.train INFO: Epoch 71 done. Time per epoch: 72.350[s] Speed: 162.8[samples/s]
2024-05-13 18:12:06 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.038, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-13 18:13:13 transreid.train INFO: Epoch 72 done. Time per epoch: 72.079[s] Speed: 162.5[samples/s]
2024-05-13 18:13:18 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-13 18:14:25 transreid.train INFO: Epoch 73 done. Time per epoch: 71.951[s] Speed: 162.8[samples/s]
2024-05-13 18:14:30 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.033, Acc: 0.995, Base Lr: 2.58e-03
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2024-05-13 18:14:57 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.58e-03
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2024-05-13 18:15:25 transreid.train INFO: Epoch[74] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.58e-03
2024-05-13 18:15:28 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-13 18:15:38 transreid.train INFO: Epoch 74 done. Time per epoch: 72.159[s] Speed: 162.3[samples/s]
2024-05-13 18:15:42 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 2.48e-03
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2024-05-13 18:15:50 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.48e-03
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2024-05-13 18:16:37 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.48e-03
2024-05-13 18:16:40 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.48e-03
2024-05-13 18:16:44 transreid.train INFO: Epoch[75] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-13 18:16:50 transreid.train INFO: Epoch 75 done. Time per epoch: 71.957[s] Speed: 162.8[samples/s]
2024-05-13 18:16:54 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-13 18:17:22 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.38e-03
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2024-05-13 18:18:02 transreid.train INFO: Epoch 76 done. Time per epoch: 72.244[s] Speed: 162.1[samples/s]
2024-05-13 18:18:06 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.29e-03
2024-05-13 18:18:10 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.29e-03
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2024-05-13 18:18:34 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.29e-03
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2024-05-13 18:19:14 transreid.train INFO: Epoch 77 done. Time per epoch: 71.948[s] Speed: 162.8[samples/s]
2024-05-13 18:19:18 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 2.20e-03
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2024-05-13 18:19:46 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 2.20e-03
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2024-05-13 18:20:26 transreid.train INFO: Epoch 78 done. Time per epoch: 72.034[s] Speed: 162.6[samples/s]
2024-05-13 18:20:30 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.049, Acc: 0.995, Base Lr: 2.10e-03
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2024-05-13 18:21:09 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-13 18:21:17 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.10e-03
2024-05-13 18:21:21 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-13 18:21:25 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.10e-03
2024-05-13 18:21:29 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.10e-03
2024-05-13 18:21:33 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.10e-03
2024-05-13 18:21:36 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.10e-03
2024-05-13 18:21:38 transreid.train INFO: Epoch 79 done. Time per epoch: 72.301[s] Speed: 162.9[samples/s]
2024-05-13 18:21:43 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.048, Acc: 0.994, Base Lr: 2.01e-03
2024-05-13 18:21:46 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.050, Acc: 0.995, Base Lr: 2.01e-03
2024-05-13 18:21:50 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.052, Acc: 0.995, Base Lr: 2.01e-03
2024-05-13 18:21:54 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.052, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:21:58 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.048, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:02 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:06 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:10 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.041, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:14 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:18 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.038, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:22 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:25 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:29 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:33 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:37 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.035, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:41 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.035, Acc: 0.996, Base Lr: 2.01e-03
2024-05-13 18:22:45 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:49 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.01e-03
2024-05-13 18:22:50 transreid.train INFO: Epoch 80 done. Time per epoch: 71.975[s] Speed: 162.7[samples/s]
2024-05-13 18:24:10 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 18:24:10 transreid.train INFO: mAP: 83.3%
2024-05-13 18:24:10 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-05-13 18:24:10 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-05-13 18:24:10 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-13 18:24:14 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:18 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:22 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:26 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:30 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:34 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.92e-03
2024-05-13 18:24:38 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:42 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:46 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:49 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:53 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:24:57 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:01 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:05 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:09 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:13 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:17 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:20 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.92e-03
2024-05-13 18:25:23 transreid.train INFO: Epoch 81 done. Time per epoch: 72.712[s] Speed: 162.8[samples/s]
2024-05-13 18:25:27 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.038, Acc: 0.995, Base Lr: 1.83e-03
2024-05-13 18:25:31 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:35 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.052, Acc: 0.996, Base Lr: 1.83e-03
2024-05-13 18:25:39 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:43 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:46 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:50 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:54 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:25:58 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:02 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:06 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:10 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:14 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:18 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:22 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:25 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:29 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:33 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.83e-03
2024-05-13 18:26:35 transreid.train INFO: Epoch 82 done. Time per epoch: 72.005[s] Speed: 162.7[samples/s]
2024-05-13 18:26:39 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:26:43 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.75e-03
2024-05-13 18:26:47 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:26:51 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:26:55 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:26:59 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:02 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:06 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:10 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:14 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:18 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:22 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:26 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:30 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:34 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:38 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:41 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:45 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.75e-03
2024-05-13 18:27:47 transreid.train INFO: Epoch 83 done. Time per epoch: 72.398[s] Speed: 162.7[samples/s]
2024-05-13 18:27:51 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.66e-03
2024-05-13 18:27:55 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:27:59 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-13 18:28:03 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.66e-03
2024-05-13 18:28:07 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.66e-03
2024-05-13 18:28:11 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.66e-03
2024-05-13 18:28:15 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.66e-03
2024-05-13 18:28:19 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.66e-03
2024-05-13 18:28:23 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:26 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:30 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:34 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:38 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:42 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:46 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:50 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:54 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:58 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-13 18:28:59 transreid.train INFO: Epoch 84 done. Time per epoch: 72.037[s] Speed: 162.6[samples/s]
2024-05-13 18:29:03 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 1.58e-03
2024-05-13 18:29:07 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.027, Acc: 1.000, Base Lr: 1.58e-03
2024-05-13 18:29:11 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:15 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:19 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:23 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:27 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:31 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:35 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:38 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:42 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:46 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:50 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:29:54 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:29:58 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:30:02 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:30:06 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.58e-03
2024-05-13 18:30:10 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-13 18:30:11 transreid.train INFO: Epoch 85 done. Time per epoch: 71.955[s] Speed: 162.8[samples/s]
2024-05-13 18:30:15 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:30:19 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:30:23 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.50e-03
2024-05-13 18:30:27 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:30:31 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:30:35 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:30:39 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:30:43 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:30:47 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:30:50 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:30:54 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:30:58 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:02 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.50e-03
2024-05-13 18:31:06 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:10 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:14 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:18 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:22 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.50e-03
2024-05-13 18:31:23 transreid.train INFO: Epoch 86 done. Time per epoch: 71.903[s] Speed: 162.9[samples/s]
2024-05-13 18:31:27 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:31 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:35 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:39 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:43 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:47 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:51 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.42e-03
2024-05-13 18:31:55 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.42e-03
2024-05-13 18:31:59 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.42e-03
2024-05-13 18:32:02 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-13 18:32:35 transreid.train INFO: Epoch 87 done. Time per epoch: 71.991[s] Speed: 162.7[samples/s]
2024-05-13 18:32:39 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-13 18:33:03 transreid.train INFO: Epoch[88] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-13 18:33:34 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-13 18:33:47 transreid.train INFO: Epoch 88 done. Time per epoch: 72.329[s] Speed: 161.9[samples/s]
2024-05-13 18:33:52 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:33:59 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.26e-03
2024-05-13 18:34:03 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:34:11 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:34:19 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.26e-03
2024-05-13 18:34:23 transreid.train INFO: Epoch[89] Iter[90/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.26e-03
2024-05-13 18:34:27 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:34:46 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-13 18:35:00 transreid.train INFO: Epoch 89 done. Time per epoch: 72.553[s] Speed: 162.3[samples/s]
2024-05-13 18:35:04 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.19e-03
2024-05-13 18:35:08 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.19e-03
2024-05-13 18:35:12 transreid.train INFO: Epoch[90] Iter[30/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-13 18:35:24 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.19e-03
2024-05-13 18:35:28 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.19e-03
2024-05-13 18:35:32 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-13 18:35:39 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-13 18:35:47 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-13 18:35:55 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.19e-03
2024-05-13 18:35:59 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.19e-03
2024-05-13 18:36:03 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.19e-03
2024-05-13 18:36:07 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-13 18:36:12 transreid.train INFO: Epoch 90 done. Time per epoch: 72.085[s] Speed: 162.5[samples/s]
2024-05-13 18:36:16 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.049, Acc: 0.994, Base Lr: 1.11e-03
2024-05-13 18:36:20 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:36:24 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:36:28 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.11e-03
2024-05-13 18:36:32 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:36:36 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:36:40 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.11e-03
2024-05-13 18:36:44 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:36:47 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:36:51 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:36:55 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:36:59 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:03 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:07 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:11 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:15 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:19 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:23 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-13 18:37:24 transreid.train INFO: Epoch 91 done. Time per epoch: 72.035[s] Speed: 162.6[samples/s]
2024-05-13 18:37:28 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:37:32 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.044, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:37:36 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:37:40 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:37:44 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:37:48 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:37:52 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:37:56 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:37:59 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:38:03 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:38:07 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:38:11 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:38:15 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:38:19 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.04e-03
2024-05-13 18:38:23 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:38:27 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.04e-03
2024-05-13 18:38:31 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-13 18:38:36 transreid.train INFO: Epoch 92 done. Time per epoch: 71.873[s] Speed: 163.0[samples/s]
2024-05-13 18:38:40 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.027, Acc: 1.000, Base Lr: 9.72e-04
2024-05-13 18:38:44 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:38:48 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.027, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-13 18:39:00 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:04 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:07 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:11 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:15 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.025, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:19 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 9.72e-04
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2024-05-13 18:39:35 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.023, Acc: 0.999, Base Lr: 9.72e-04
2024-05-13 18:39:39 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 9.72e-04
2024-05-13 18:39:42 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.023, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-13 18:39:48 transreid.train INFO: Epoch 93 done. Time per epoch: 71.928[s] Speed: 162.8[samples/s]
2024-05-13 18:39:52 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 9.06e-04
2024-05-13 18:39:56 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.049, Acc: 0.996, Base Lr: 9.06e-04
2024-05-13 18:40:00 transreid.train INFO: Epoch[94] Iter[30/186] Loss: 0.039, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-13 18:40:15 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.06e-04
2024-05-13 18:40:19 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 9.06e-04
2024-05-13 18:40:23 transreid.train INFO: Epoch[94] Iter[90/186] Loss: 0.032, Acc: 0.997, Base Lr: 9.06e-04
2024-05-13 18:40:27 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.030, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-13 18:40:35 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-13 18:40:43 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 9.06e-04
2024-05-13 18:40:47 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 9.06e-04
2024-05-13 18:40:50 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-13 18:40:59 transreid.train INFO: Epoch 94 done. Time per epoch: 71.840[s] Speed: 163.0[samples/s]
2024-05-13 18:41:04 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 8.41e-04
2024-05-13 18:41:08 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.028, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-13 18:41:27 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.028, Acc: 0.997, Base Lr: 8.41e-04
2024-05-13 18:41:31 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.028, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-13 18:41:39 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.027, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-13 18:42:02 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-13 18:42:12 transreid.train INFO: Epoch 95 done. Time per epoch: 72.387[s] Speed: 162.7[samples/s]
2024-05-13 18:42:16 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 7.78e-04
2024-05-13 18:42:20 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.040, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:42:24 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.030, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-13 18:42:44 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-13 18:42:55 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.029, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:42:59 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.029, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:03 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.028, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:07 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.028, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:11 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.028, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:15 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:19 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:23 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.78e-04
2024-05-13 18:43:24 transreid.train INFO: Epoch 96 done. Time per epoch: 72.026[s] Speed: 162.6[samples/s]
2024-05-13 18:43:28 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.040, Acc: 0.997, Base Lr: 7.18e-04
2024-05-13 18:43:32 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.030, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:43:36 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-13 18:43:48 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:43:52 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:43:56 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:43:59 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:03 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:07 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:11 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:15 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:19 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:23 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:27 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:31 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.025, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:35 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 7.18e-04
2024-05-13 18:44:36 transreid.train INFO: Epoch 97 done. Time per epoch: 72.298[s] Speed: 162.9[samples/s]
2024-05-13 18:44:41 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.034, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:44:45 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.031, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:44:48 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.032, Acc: 0.996, Base Lr: 6.60e-04
2024-05-13 18:44:52 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.030, Acc: 0.996, Base Lr: 6.60e-04
2024-05-13 18:44:56 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.027, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:45:00 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.027, Acc: 0.997, Base Lr: 6.60e-04
2024-05-13 18:45:04 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:08 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:12 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:16 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:20 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:23 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:27 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:31 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:35 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:39 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:43 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:47 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.024, Acc: 0.998, Base Lr: 6.60e-04
2024-05-13 18:45:49 transreid.train INFO: Epoch 98 done. Time per epoch: 72.326[s] Speed: 162.8[samples/s]
2024-05-13 18:45:53 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.022, Acc: 0.997, Base Lr: 6.04e-04
2024-05-13 18:45:57 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.020, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:01 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-13 18:46:05 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.04e-04
2024-05-13 18:46:09 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.028, Acc: 0.999, Base Lr: 6.04e-04
2024-05-13 18:46:13 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:16 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:20 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:24 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:28 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:32 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:36 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:40 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:44 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:48 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:51 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:55 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:46:59 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.04e-04
2024-05-13 18:47:01 transreid.train INFO: Epoch 99 done. Time per epoch: 72.369[s] Speed: 162.7[samples/s]
2024-05-13 18:47:05 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.034, Acc: 0.997, Base Lr: 5.51e-04
2024-05-13 18:47:09 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:13 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.51e-04
2024-05-13 18:47:17 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.51e-04
2024-05-13 18:47:21 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:25 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:29 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:33 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:37 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:40 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:44 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-13 18:47:48 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-13 18:47:56 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:48:00 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:48:04 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
2024-05-13 18:48:08 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
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2024-05-13 18:48:13 transreid.train INFO: Epoch 100 done. Time per epoch: 72.323[s] Speed: 162.8[samples/s]
2024-05-13 18:49:33 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 18:49:33 transreid.train INFO: mAP: 84.2%
2024-05-13 18:49:33 transreid.train INFO: CMC curve, Rank-1  :93.6%
2024-05-13 18:49:33 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-05-13 18:49:33 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-13 18:49:37 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.039, Acc: 0.997, Base Lr: 5.00e-04
2024-05-13 18:49:41 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:49:45 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:49:49 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:49:53 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:49:57 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:50:01 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-13 18:50:20 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-13 18:50:28 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:50:32 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:50:36 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.00e-04
2024-05-13 18:50:40 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.00e-04
2024-05-13 18:50:44 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.00e-04
2024-05-13 18:50:45 transreid.train INFO: Epoch 101 done. Time per epoch: 72.077[s] Speed: 162.5[samples/s]
2024-05-13 18:50:49 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:50:53 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:50:57 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:51:01 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:51:05 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.51e-04
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2024-05-13 18:51:13 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:17 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:51:21 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.51e-04
2024-05-13 18:51:25 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:28 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:32 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:36 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:40 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:44 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:48 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:52 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:56 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
2024-05-13 18:51:57 transreid.train INFO: Epoch 102 done. Time per epoch: 71.937[s] Speed: 162.8[samples/s]
2024-05-13 18:52:01 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.05e-04
2024-05-13 18:52:05 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.05e-04
2024-05-13 18:52:09 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-13 18:52:25 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.05e-04
2024-05-13 18:52:29 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-13 18:53:09 transreid.train INFO: Epoch 103 done. Time per epoch: 72.363[s] Speed: 162.7[samples/s]
2024-05-13 18:53:14 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-13 18:54:22 transreid.train INFO: Epoch 104 done. Time per epoch: 72.504[s] Speed: 162.4[samples/s]
2024-05-13 18:54:26 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-13 18:55:34 transreid.train INFO: Epoch 105 done. Time per epoch: 72.035[s] Speed: 162.6[samples/s]
2024-05-13 18:55:38 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-13 18:56:46 transreid.train INFO: Epoch 106 done. Time per epoch: 72.353[s] Speed: 162.8[samples/s]
2024-05-13 18:56:51 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-13 18:57:45 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-13 18:57:58 transreid.train INFO: Epoch 107 done. Time per epoch: 72.256[s] Speed: 163.0[samples/s]
2024-05-13 18:58:03 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-13 18:59:11 transreid.train INFO: Epoch 108 done. Time per epoch: 72.431[s] Speed: 162.6[samples/s]
2024-05-13 18:59:15 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-13 19:00:23 transreid.train INFO: Epoch 109 done. Time per epoch: 72.416[s] Speed: 162.6[samples/s]
2024-05-13 19:00:28 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.52e-04
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2024-05-13 19:01:35 transreid.train INFO: Epoch 110 done. Time per epoch: 72.034[s] Speed: 162.6[samples/s]
2024-05-13 19:01:40 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.26e-04
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2024-05-13 19:02:48 transreid.train INFO: Epoch 111 done. Time per epoch: 72.491[s] Speed: 162.4[samples/s]
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2024-05-13 19:04:00 transreid.train INFO: Epoch 112 done. Time per epoch: 72.506[s] Speed: 162.4[samples/s]
2024-05-13 19:04:05 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-13 19:05:12 transreid.train INFO: Epoch 113 done. Time per epoch: 71.973[s] Speed: 162.7[samples/s]
2024-05-13 19:05:17 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-13 19:06:25 transreid.train INFO: Epoch 114 done. Time per epoch: 72.348[s] Speed: 162.8[samples/s]
2024-05-13 19:06:29 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-13 19:07:37 transreid.train INFO: Epoch 115 done. Time per epoch: 72.002[s] Speed: 162.7[samples/s]
2024-05-13 19:07:41 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.79e-05
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2024-05-13 19:08:49 transreid.train INFO: Epoch 116 done. Time per epoch: 72.423[s] Speed: 162.6[samples/s]
2024-05-13 19:08:53 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.83e-05
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2024-05-13 19:10:01 transreid.train INFO: Epoch 117 done. Time per epoch: 72.418[s] Speed: 162.6[samples/s]
2024-05-13 19:10:06 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.15e-05
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2024-05-13 19:11:14 transreid.train INFO: Epoch 118 done. Time per epoch: 72.475[s] Speed: 162.5[samples/s]
2024-05-13 19:11:18 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-13 19:11:53 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:11:57 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:01 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:05 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:09 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:13 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:17 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:21 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:25 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.74e-05
2024-05-13 19:12:26 transreid.train INFO: Epoch 119 done. Time per epoch: 72.467[s] Speed: 162.5[samples/s]
2024-05-13 19:12:31 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:35 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:39 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:12:43 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:46 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:50 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:54 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:12:58 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.60e-05
2024-05-13 19:13:02 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:06 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:10 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:14 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:18 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:21 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:25 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:29 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:33 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:37 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 19:13:39 transreid.train INFO: Epoch 120 done. Time per epoch: 72.305[s] Speed: 162.9[samples/s]
2024-05-13 19:14:58 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 19:14:58 transreid.train INFO: mAP: 84.4%
2024-05-13 19:14:58 transreid.train INFO: CMC curve, Rank-1  :93.9%
2024-05-13 19:14:58 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-13 19:14:58 transreid.train INFO: CMC curve, Rank-10 :98.8%
