2024-05-09 19:52:23 transreid INFO: Saving model in the path :log/transreid/market/fastvit_sa12_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 19:52:23 transreid INFO: Loaded configuration file configs/market/fastvit_sa12.yml
2024-05-09 19:52:23 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: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: fastvit_sa12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_sa12.pth.tar
  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/fastvit_sa12_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: 
2024-05-09 19:52:23 transreid.check INFO: Dataset statistics:
2024-05-09 19:52:23 transreid.check INFO:   ----------------------------------------
2024-05-09 19:52:23 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 19:52:23 transreid.check INFO:   ----------------------------------------
2024-05-09 19:52:23 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 19:52:23 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 19:52:23 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 19:52:23 transreid.check INFO:   ----------------------------------------
2024-05-09 19:52:25 transreid INFO: ===========using cosine learning rate=======
2024-05-09 19:52:25 transreid.train INFO: start training
2024-05-09 19:52:43 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.919, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 19:52:55 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.735, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:53:07 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.561, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:53:18 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.449, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 19:53:30 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.347, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 19:53:42 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.272, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 19:53:53 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.216, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:54:05 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.159, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:54:17 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.113, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:54:29 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.073, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:54:40 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.035, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:54:52 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.997, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:55:04 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.966, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:55:15 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.944, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:55:27 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.920, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:55:38 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.902, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 19:55:53 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.883, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:56:10 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.865, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 19:56:16 transreid.train INFO: Epoch 1 done. Time per epoch: 230.383[s] Speed: 50.8[samples/s]
2024-05-09 19:56:34 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.540, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 19:56:52 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.577, Acc: 0.008, Base Lr: 8.72e-04
2024-05-09 19:57:10 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.556, Acc: 0.009, Base Lr: 8.72e-04
2024-05-09 19:57:27 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.547, Acc: 0.010, Base Lr: 8.72e-04
2024-05-09 19:57:45 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.510, Acc: 0.010, Base Lr: 8.72e-04
2024-05-09 19:58:03 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.466, Acc: 0.009, Base Lr: 8.72e-04
2024-05-09 19:58:21 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.434, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 19:58:39 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.405, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 19:58:56 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.382, Acc: 0.012, Base Lr: 8.72e-04
2024-05-09 19:59:14 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.357, Acc: 0.012, Base Lr: 8.72e-04
2024-05-09 19:59:32 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.339, Acc: 0.013, Base Lr: 8.72e-04
2024-05-09 19:59:50 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.313, Acc: 0.014, Base Lr: 8.72e-04
2024-05-09 20:00:07 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.287, Acc: 0.016, Base Lr: 8.72e-04
2024-05-09 20:00:25 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.270, Acc: 0.016, Base Lr: 8.72e-04
2024-05-09 20:00:43 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.244, Acc: 0.018, Base Lr: 8.72e-04
2024-05-09 20:01:01 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.223, Acc: 0.022, Base Lr: 8.72e-04
2024-05-09 20:01:18 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.197, Acc: 0.025, Base Lr: 8.72e-04
2024-05-09 20:01:36 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.174, Acc: 0.031, Base Lr: 8.72e-04
2024-05-09 20:01:42 transreid.train INFO: Epoch 2 done. Time per epoch: 325.685[s] Speed: 36.0[samples/s]
2024-05-09 20:02:00 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.764, Acc: 0.019, Base Lr: 1.27e-03
2024-05-09 20:02:18 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.721, Acc: 0.026, Base Lr: 1.27e-03
2024-05-09 20:02:35 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.716, Acc: 0.024, Base Lr: 1.27e-03
2024-05-09 20:02:53 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.682, Acc: 0.030, Base Lr: 1.27e-03
2024-05-09 20:03:11 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.655, Acc: 0.037, Base Lr: 1.27e-03
2024-05-09 20:03:29 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.630, Acc: 0.035, Base Lr: 1.27e-03
2024-05-09 20:03:47 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.603, Acc: 0.036, Base Lr: 1.27e-03
2024-05-09 20:04:04 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.577, Acc: 0.036, Base Lr: 1.27e-03
2024-05-09 20:04:22 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.548, Acc: 0.039, Base Lr: 1.27e-03
2024-05-09 20:04:40 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.517, Acc: 0.041, Base Lr: 1.27e-03
2024-05-09 20:04:58 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.485, Acc: 0.043, Base Lr: 1.27e-03
2024-05-09 20:05:15 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.456, Acc: 0.045, Base Lr: 1.27e-03
2024-05-09 20:05:33 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.431, Acc: 0.046, Base Lr: 1.27e-03
2024-05-09 20:05:51 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.397, Acc: 0.049, Base Lr: 1.27e-03
2024-05-09 20:06:08 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.363, Acc: 0.053, Base Lr: 1.27e-03
2024-05-09 20:06:26 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.325, Acc: 0.055, Base Lr: 1.27e-03
2024-05-09 20:06:44 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.286, Acc: 0.059, Base Lr: 1.27e-03
2024-05-09 20:07:02 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.232, Acc: 0.067, Base Lr: 1.27e-03
2024-05-09 20:07:07 transreid.train INFO: Epoch 3 done. Time per epoch: 325.808[s] Speed: 35.9[samples/s]
2024-05-09 20:07:26 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.894, Acc: 0.028, Base Lr: 1.66e-03
2024-05-09 20:07:44 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.837, Acc: 0.027, Base Lr: 1.66e-03
2024-05-09 20:08:01 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.780, Acc: 0.035, Base Lr: 1.66e-03
2024-05-09 20:08:19 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.782, Acc: 0.034, Base Lr: 1.66e-03
2024-05-09 20:08:37 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.766, Acc: 0.035, Base Lr: 1.66e-03
2024-05-09 20:08:55 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.728, Acc: 0.039, Base Lr: 1.66e-03
2024-05-09 20:09:13 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.697, Acc: 0.042, Base Lr: 1.66e-03
2024-05-09 20:09:31 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.667, Acc: 0.042, Base Lr: 1.66e-03
2024-05-09 20:09:48 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.632, Acc: 0.047, Base Lr: 1.66e-03
2024-05-09 20:10:06 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.598, Acc: 0.049, Base Lr: 1.66e-03
2024-05-09 20:10:24 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.562, Acc: 0.052, Base Lr: 1.66e-03
2024-05-09 20:10:42 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.520, Acc: 0.057, Base Lr: 1.66e-03
2024-05-09 20:11:00 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.466, Acc: 0.064, Base Lr: 1.66e-03
2024-05-09 20:11:17 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.418, Acc: 0.069, Base Lr: 1.66e-03
2024-05-09 20:11:35 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.367, Acc: 0.071, Base Lr: 1.66e-03
2024-05-09 20:11:53 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.308, Acc: 0.078, Base Lr: 1.66e-03
2024-05-09 20:12:10 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.242, Acc: 0.087, Base Lr: 1.66e-03
2024-05-09 20:12:28 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.164, Acc: 0.100, Base Lr: 1.66e-03
2024-05-09 20:12:33 transreid.train INFO: Epoch 4 done. Time per epoch: 326.174[s] Speed: 35.9[samples/s]
2024-05-09 20:12:52 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.261, Acc: 0.047, Base Lr: 2.06e-03
2024-05-09 20:13:09 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.227, Acc: 0.043, Base Lr: 2.06e-03
2024-05-09 20:13:27 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.149, Acc: 0.055, Base Lr: 2.06e-03
2024-05-09 20:13:45 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.108, Acc: 0.060, Base Lr: 2.06e-03
2024-05-09 20:14:03 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.026, Acc: 0.072, Base Lr: 2.06e-03
2024-05-09 20:14:20 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.963, Acc: 0.081, Base Lr: 2.06e-03
2024-05-09 20:14:38 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.906, Acc: 0.093, Base Lr: 2.06e-03
2024-05-09 20:14:56 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.828, Acc: 0.109, Base Lr: 2.06e-03
2024-05-09 20:15:14 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.770, Acc: 0.121, Base Lr: 2.06e-03
2024-05-09 20:15:32 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.708, Acc: 0.129, Base Lr: 2.06e-03
2024-05-09 20:15:49 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.673, Acc: 0.132, Base Lr: 2.06e-03
2024-05-09 20:16:07 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.633, Acc: 0.136, Base Lr: 2.06e-03
2024-05-09 20:16:25 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.594, Acc: 0.141, Base Lr: 2.06e-03
2024-05-09 20:16:42 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.539, Acc: 0.149, Base Lr: 2.06e-03
2024-05-09 20:17:00 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.470, Acc: 0.160, Base Lr: 2.06e-03
2024-05-09 20:17:18 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.400, Acc: 0.171, Base Lr: 2.06e-03
2024-05-09 20:17:36 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.318, Acc: 0.182, Base Lr: 2.06e-03
2024-05-09 20:17:54 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.223, Acc: 0.200, Base Lr: 2.06e-03
2024-05-09 20:18:01 transreid.train INFO: Epoch 5 done. Time per epoch: 327.289[s] Speed: 36.0[samples/s]
2024-05-09 20:18:19 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.491, Acc: 0.114, Base Lr: 2.46e-03
2024-05-09 20:18:37 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.440, Acc: 0.116, Base Lr: 2.46e-03
2024-05-09 20:18:55 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.434, Acc: 0.123, Base Lr: 2.46e-03
2024-05-09 20:19:13 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.354, Acc: 0.139, Base Lr: 2.46e-03
2024-05-09 20:19:31 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.269, Acc: 0.153, Base Lr: 2.46e-03
2024-05-09 20:19:48 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.190, Acc: 0.165, Base Lr: 2.46e-03
2024-05-09 20:20:06 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.129, Acc: 0.174, Base Lr: 2.46e-03
2024-05-09 20:20:24 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.070, Acc: 0.185, Base Lr: 2.46e-03
2024-05-09 20:20:42 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.996, Acc: 0.199, Base Lr: 2.46e-03
2024-05-09 20:21:00 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.962, Acc: 0.204, Base Lr: 2.46e-03
2024-05-09 20:21:17 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.911, Acc: 0.213, Base Lr: 2.46e-03
2024-05-09 20:21:35 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.847, Acc: 0.225, Base Lr: 2.46e-03
2024-05-09 20:21:53 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.800, Acc: 0.233, Base Lr: 2.46e-03
2024-05-09 20:22:11 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.740, Acc: 0.243, Base Lr: 2.46e-03
2024-05-09 20:22:29 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.668, Acc: 0.256, Base Lr: 2.46e-03
2024-05-09 20:22:46 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.603, Acc: 0.268, Base Lr: 2.46e-03
2024-05-09 20:23:04 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.513, Acc: 0.287, Base Lr: 2.46e-03
2024-05-09 20:23:22 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.421, Acc: 0.305, Base Lr: 2.46e-03
2024-05-09 20:23:27 transreid.train INFO: Epoch 6 done. Time per epoch: 326.369[s] Speed: 35.9[samples/s]
2024-05-09 20:23:45 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.847, Acc: 0.167, Base Lr: 2.85e-03
2024-05-09 20:24:03 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.774, Acc: 0.198, Base Lr: 2.85e-03
2024-05-09 20:24:21 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.691, Acc: 0.204, Base Lr: 2.85e-03
2024-05-09 20:24:39 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.635, Acc: 0.223, Base Lr: 2.85e-03
2024-05-09 20:24:57 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.557, Acc: 0.242, Base Lr: 2.85e-03
2024-05-09 20:25:15 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.455, Acc: 0.260, Base Lr: 2.85e-03
2024-05-09 20:25:32 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.348, Acc: 0.281, Base Lr: 2.85e-03
2024-05-09 20:25:50 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.277, Acc: 0.297, Base Lr: 2.85e-03
2024-05-09 20:26:08 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.212, Acc: 0.310, Base Lr: 2.85e-03
2024-05-09 20:26:26 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.155, Acc: 0.322, Base Lr: 2.85e-03
2024-05-09 20:26:44 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.116, Acc: 0.331, Base Lr: 2.85e-03
2024-05-09 20:27:02 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.066, Acc: 0.338, Base Lr: 2.85e-03
2024-05-09 20:27:19 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.017, Acc: 0.349, Base Lr: 2.85e-03
2024-05-09 20:27:37 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.958, Acc: 0.360, Base Lr: 2.85e-03
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2024-05-09 20:28:54 transreid.train INFO: Epoch 7 done. Time per epoch: 326.452[s] Speed: 35.9[samples/s]
2024-05-09 20:29:12 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.992, Acc: 0.320, Base Lr: 3.25e-03
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2024-05-09 20:34:19 transreid.train INFO: Epoch 8 done. Time per epoch: 325.834[s] Speed: 35.9[samples/s]
2024-05-09 20:34:38 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.732, Acc: 0.339, Base Lr: 3.64e-03
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2024-05-09 20:39:47 transreid.train INFO: Epoch 9 done. Time per epoch: 327.471[s] Speed: 36.0[samples/s]
2024-05-09 20:40:05 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.963, Acc: 0.488, Base Lr: 4.04e-03
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2024-05-09 20:45:13 transreid.train INFO: Epoch 10 done. Time per epoch: 326.069[s] Speed: 35.9[samples/s]
2024-05-09 20:45:31 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.573, Acc: 0.552, Base Lr: 4.44e-03
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2024-05-09 20:50:39 transreid.train INFO: Epoch 11 done. Time per epoch: 326.429[s] Speed: 35.9[samples/s]
2024-05-09 20:50:58 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.127, Acc: 0.637, Base Lr: 4.83e-03
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2024-05-09 20:56:06 transreid.train INFO: Epoch 12 done. Time per epoch: 326.315[s] Speed: 35.9[samples/s]
2024-05-09 20:56:24 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.067, Acc: 0.650, Base Lr: 5.23e-03
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2024-05-09 21:01:32 transreid.train INFO: Epoch 13 done. Time per epoch: 326.542[s] Speed: 35.9[samples/s]
2024-05-09 21:01:51 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.530, Acc: 0.727, Base Lr: 5.62e-03
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2024-05-09 21:07:02 transreid.train INFO: Epoch 14 done. Time per epoch: 329.373[s] Speed: 35.8[samples/s]
2024-05-09 21:07:20 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.258, Acc: 0.783, Base Lr: 6.02e-03
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2024-05-09 21:12:28 transreid.train INFO: Epoch 15 done. Time per epoch: 325.918[s] Speed: 35.9[samples/s]
2024-05-09 21:12:46 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.149, Acc: 0.831, Base Lr: 6.42e-03
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2024-05-09 21:17:54 transreid.train INFO: Epoch 16 done. Time per epoch: 326.569[s] Speed: 35.9[samples/s]
2024-05-09 21:18:13 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.743, Acc: 0.919, Base Lr: 6.81e-03
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2024-05-09 21:23:20 transreid.train INFO: Epoch 17 done. Time per epoch: 326.197[s] Speed: 35.9[samples/s]
2024-05-09 21:23:39 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.746, Acc: 0.887, Base Lr: 7.21e-03
2024-05-09 21:23:57 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.735, Acc: 0.887, Base Lr: 7.21e-03
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2024-05-09 21:24:50 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.681, Acc: 0.912, Base Lr: 7.21e-03
2024-05-09 21:25:08 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.666, Acc: 0.916, Base Lr: 7.21e-03
2024-05-09 21:25:26 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.664, Acc: 0.917, Base Lr: 7.21e-03
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2024-05-09 21:28:46 transreid.train INFO: Epoch 18 done. Time per epoch: 325.861[s] Speed: 35.9[samples/s]
2024-05-09 21:29:04 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.657, Acc: 0.911, Base Lr: 7.60e-03
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2024-05-09 21:33:10 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.565, Acc: 0.936, Base Lr: 7.60e-03
2024-05-09 21:33:28 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.556, Acc: 0.938, Base Lr: 7.60e-03
2024-05-09 21:33:46 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.550, Acc: 0.939, Base Lr: 7.60e-03
2024-05-09 21:34:04 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.540, Acc: 0.940, Base Lr: 7.60e-03
2024-05-09 21:34:11 transreid.train INFO: Epoch 19 done. Time per epoch: 324.785[s] Speed: 36.3[samples/s]
2024-05-09 21:34:29 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.639, Acc: 0.905, Base Lr: 7.47e-03
2024-05-09 21:34:47 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.660, Acc: 0.913, Base Lr: 7.47e-03
2024-05-09 21:35:05 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.676, Acc: 0.910, Base Lr: 7.47e-03
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2024-05-09 21:35:41 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.606, Acc: 0.923, Base Lr: 7.47e-03
2024-05-09 21:35:59 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.600, Acc: 0.927, Base Lr: 7.47e-03
2024-05-09 21:36:17 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.593, Acc: 0.930, Base Lr: 7.47e-03
2024-05-09 21:36:35 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.582, Acc: 0.931, Base Lr: 7.47e-03
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2024-05-09 21:39:39 transreid.train INFO: Epoch 20 done. Time per epoch: 328.465[s] Speed: 35.7[samples/s]
2024-05-09 21:41:00 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 21:41:00 transreid.train INFO: mAP: 58.6%
2024-05-09 21:41:00 transreid.train INFO: CMC curve, Rank-1  :79.4%
2024-05-09 21:41:00 transreid.train INFO: CMC curve, Rank-5  :91.4%
2024-05-09 21:41:00 transreid.train INFO: CMC curve, Rank-10 :94.7%
2024-05-09 21:41:18 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.748, Acc: 0.927, Base Lr: 7.41e-03
2024-05-09 21:41:36 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.695, Acc: 0.926, Base Lr: 7.41e-03
2024-05-09 21:41:54 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.656, Acc: 0.932, Base Lr: 7.41e-03
2024-05-09 21:42:12 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.613, Acc: 0.940, Base Lr: 7.41e-03
2024-05-09 21:42:30 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.577, Acc: 0.941, Base Lr: 7.41e-03
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2024-05-09 21:43:06 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.549, Acc: 0.944, Base Lr: 7.41e-03
2024-05-09 21:43:24 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.528, Acc: 0.946, Base Lr: 7.41e-03
2024-05-09 21:43:42 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.510, Acc: 0.947, Base Lr: 7.41e-03
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2024-05-09 21:44:53 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.475, Acc: 0.950, Base Lr: 7.41e-03
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2024-05-09 21:45:47 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.458, Acc: 0.952, Base Lr: 7.41e-03
2024-05-09 21:46:05 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.454, Acc: 0.954, Base Lr: 7.41e-03
2024-05-09 21:46:23 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.447, Acc: 0.955, Base Lr: 7.41e-03
2024-05-09 21:46:30 transreid.train INFO: Epoch 21 done. Time per epoch: 330.793[s] Speed: 35.6[samples/s]
2024-05-09 21:46:49 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.575, Acc: 0.919, Base Lr: 7.36e-03
2024-05-09 21:47:07 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.567, Acc: 0.920, Base Lr: 7.36e-03
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2024-05-09 21:50:42 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.425, Acc: 0.954, Base Lr: 7.36e-03
2024-05-09 21:51:00 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.416, Acc: 0.955, Base Lr: 7.36e-03
2024-05-09 21:51:18 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.410, Acc: 0.957, Base Lr: 7.36e-03
2024-05-09 21:51:36 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.405, Acc: 0.958, Base Lr: 7.36e-03
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2024-05-09 21:51:59 transreid.train INFO: Epoch 22 done. Time per epoch: 328.814[s] Speed: 35.6[samples/s]
2024-05-09 21:52:18 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.449, Acc: 0.948, Base Lr: 7.30e-03
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2024-05-09 21:55:35 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 0.373, Acc: 0.960, Base Lr: 7.30e-03
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2024-05-09 21:57:28 transreid.train INFO: Epoch 23 done. Time per epoch: 328.798[s] Speed: 35.6[samples/s]
2024-05-09 21:57:47 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.381, Acc: 0.956, Base Lr: 7.24e-03
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2024-05-09 22:02:59 transreid.train INFO: Epoch 24 done. Time per epoch: 331.182[s] Speed: 35.6[samples/s]
2024-05-09 22:03:18 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.371, Acc: 0.948, Base Lr: 7.18e-03
2024-05-09 22:03:36 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.345, Acc: 0.955, Base Lr: 7.18e-03
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2024-05-09 22:07:47 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.284, Acc: 0.972, Base Lr: 7.18e-03
2024-05-09 22:08:05 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.280, Acc: 0.972, Base Lr: 7.18e-03
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2024-05-09 22:08:28 transreid.train INFO: Epoch 25 done. Time per epoch: 328.896[s] Speed: 35.6[samples/s]
2024-05-09 22:08:47 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.318, Acc: 0.955, Base Lr: 7.11e-03
2024-05-09 22:09:05 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.339, Acc: 0.955, Base Lr: 7.11e-03
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2024-05-09 22:09:59 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.316, Acc: 0.962, Base Lr: 7.11e-03
2024-05-09 22:10:16 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.311, Acc: 0.964, Base Lr: 7.11e-03
2024-05-09 22:10:34 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.301, Acc: 0.966, Base Lr: 7.11e-03
2024-05-09 22:10:52 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.305, Acc: 0.966, Base Lr: 7.11e-03
2024-05-09 22:11:10 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.300, Acc: 0.967, Base Lr: 7.11e-03
2024-05-09 22:11:28 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.293, Acc: 0.969, Base Lr: 7.11e-03
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2024-05-09 22:12:04 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 0.284, Acc: 0.970, Base Lr: 7.11e-03
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2024-05-09 22:12:58 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.273, Acc: 0.971, Base Lr: 7.11e-03
2024-05-09 22:13:16 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.268, Acc: 0.972, Base Lr: 7.11e-03
2024-05-09 22:13:34 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.262, Acc: 0.973, Base Lr: 7.11e-03
2024-05-09 22:13:52 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.260, Acc: 0.974, Base Lr: 7.11e-03
2024-05-09 22:13:58 transreid.train INFO: Epoch 26 done. Time per epoch: 329.335[s] Speed: 35.6[samples/s]
2024-05-09 22:14:16 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.381, Acc: 0.950, Base Lr: 7.04e-03
2024-05-09 22:14:34 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.304, Acc: 0.967, Base Lr: 7.04e-03
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2024-05-09 22:15:10 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.299, Acc: 0.970, Base Lr: 7.04e-03
2024-05-09 22:15:28 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.287, Acc: 0.972, Base Lr: 7.04e-03
2024-05-09 22:15:45 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.280, Acc: 0.973, Base Lr: 7.04e-03
2024-05-09 22:16:03 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.282, Acc: 0.971, Base Lr: 7.04e-03
2024-05-09 22:16:21 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.288, Acc: 0.970, Base Lr: 7.04e-03
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2024-05-09 22:17:51 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 0.275, Acc: 0.972, Base Lr: 7.04e-03
2024-05-09 22:18:09 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.270, Acc: 0.973, Base Lr: 7.04e-03
2024-05-09 22:18:27 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.268, Acc: 0.973, Base Lr: 7.04e-03
2024-05-09 22:18:45 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.263, Acc: 0.974, Base Lr: 7.04e-03
2024-05-09 22:19:03 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.255, Acc: 0.975, Base Lr: 7.04e-03
2024-05-09 22:19:21 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.248, Acc: 0.975, Base Lr: 7.04e-03
2024-05-09 22:19:26 transreid.train INFO: Epoch 27 done. Time per epoch: 328.833[s] Speed: 35.6[samples/s]
2024-05-09 22:19:45 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.196, Acc: 0.983, Base Lr: 6.97e-03
2024-05-09 22:20:03 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.198, Acc: 0.984, Base Lr: 6.97e-03
2024-05-09 22:20:21 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.217, Acc: 0.982, Base Lr: 6.97e-03
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2024-05-09 22:20:56 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.213, Acc: 0.982, Base Lr: 6.97e-03
2024-05-09 22:21:14 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.217, Acc: 0.980, Base Lr: 6.97e-03
2024-05-09 22:21:32 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.225, Acc: 0.979, Base Lr: 6.97e-03
2024-05-09 22:21:50 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.224, Acc: 0.979, Base Lr: 6.97e-03
2024-05-09 22:22:08 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.224, Acc: 0.978, Base Lr: 6.97e-03
2024-05-09 22:22:26 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.223, Acc: 0.977, Base Lr: 6.97e-03
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2024-05-09 22:23:38 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.234, Acc: 0.977, Base Lr: 6.97e-03
2024-05-09 22:23:55 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.229, Acc: 0.978, Base Lr: 6.97e-03
2024-05-09 22:24:13 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.229, Acc: 0.977, Base Lr: 6.97e-03
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2024-05-09 22:24:55 transreid.train INFO: Epoch 28 done. Time per epoch: 328.630[s] Speed: 35.6[samples/s]
2024-05-09 22:25:14 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.280, Acc: 0.956, Base Lr: 6.90e-03
2024-05-09 22:25:31 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.263, Acc: 0.967, Base Lr: 6.90e-03
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2024-05-09 22:26:07 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.263, Acc: 0.971, Base Lr: 6.90e-03
2024-05-09 22:26:25 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.245, Acc: 0.974, Base Lr: 6.90e-03
2024-05-09 22:26:43 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.231, Acc: 0.976, Base Lr: 6.90e-03
2024-05-09 22:27:01 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.234, Acc: 0.977, Base Lr: 6.90e-03
2024-05-09 22:27:19 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.228, Acc: 0.978, Base Lr: 6.90e-03
2024-05-09 22:27:37 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.221, Acc: 0.979, Base Lr: 6.90e-03
2024-05-09 22:27:55 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.218, Acc: 0.979, Base Lr: 6.90e-03
2024-05-09 22:28:13 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.217, Acc: 0.979, Base Lr: 6.90e-03
2024-05-09 22:28:31 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.213, Acc: 0.979, Base Lr: 6.90e-03
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2024-05-09 22:29:07 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.204, Acc: 0.979, Base Lr: 6.90e-03
2024-05-09 22:29:25 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.201, Acc: 0.980, Base Lr: 6.90e-03
2024-05-09 22:29:43 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.201, Acc: 0.980, Base Lr: 6.90e-03
2024-05-09 22:30:01 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.198, Acc: 0.980, Base Lr: 6.90e-03
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2024-05-09 22:30:24 transreid.train INFO: Epoch 29 done. Time per epoch: 328.955[s] Speed: 35.6[samples/s]
2024-05-09 22:30:43 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.238, Acc: 0.980, Base Lr: 6.83e-03
2024-05-09 22:31:01 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.241, Acc: 0.977, Base Lr: 6.83e-03
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2024-05-09 22:31:36 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.222, Acc: 0.974, Base Lr: 6.83e-03
2024-05-09 22:31:54 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.214, Acc: 0.977, Base Lr: 6.83e-03
2024-05-09 22:32:12 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.213, Acc: 0.978, Base Lr: 6.83e-03
2024-05-09 22:32:30 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.213, Acc: 0.978, Base Lr: 6.83e-03
2024-05-09 22:32:48 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.209, Acc: 0.979, Base Lr: 6.83e-03
2024-05-09 22:33:06 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.204, Acc: 0.980, Base Lr: 6.83e-03
2024-05-09 22:33:24 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.200, Acc: 0.981, Base Lr: 6.83e-03
2024-05-09 22:33:42 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.197, Acc: 0.981, Base Lr: 6.83e-03
2024-05-09 22:34:00 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.197, Acc: 0.981, Base Lr: 6.83e-03
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2024-05-09 22:35:12 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.190, Acc: 0.982, Base Lr: 6.83e-03
2024-05-09 22:35:30 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.192, Acc: 0.982, Base Lr: 6.83e-03
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2024-05-09 22:35:55 transreid.train INFO: Epoch 30 done. Time per epoch: 330.995[s] Speed: 35.6[samples/s]
2024-05-09 22:36:14 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.200, Acc: 0.977, Base Lr: 6.76e-03
2024-05-09 22:36:32 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.225, Acc: 0.977, Base Lr: 6.76e-03
2024-05-09 22:36:49 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.238, Acc: 0.974, Base Lr: 6.76e-03
2024-05-09 22:37:07 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.234, Acc: 0.975, Base Lr: 6.76e-03
2024-05-09 22:37:25 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 0.239, Acc: 0.976, Base Lr: 6.76e-03
2024-05-09 22:37:43 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.232, Acc: 0.977, Base Lr: 6.76e-03
2024-05-09 22:38:01 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.230, Acc: 0.978, Base Lr: 6.76e-03
2024-05-09 22:38:19 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.224, Acc: 0.979, Base Lr: 6.76e-03
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2024-05-09 22:38:55 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.213, Acc: 0.980, Base Lr: 6.76e-03
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2024-05-09 22:39:31 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 0.209, Acc: 0.980, Base Lr: 6.76e-03
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2024-05-09 22:41:23 transreid.train INFO: Epoch 31 done. Time per epoch: 327.809[s] Speed: 35.5[samples/s]
2024-05-09 22:41:41 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.213, Acc: 0.981, Base Lr: 6.68e-03
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2024-05-09 22:46:51 transreid.train INFO: Epoch 32 done. Time per epoch: 328.748[s] Speed: 35.6[samples/s]
2024-05-09 22:47:10 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.211, Acc: 0.981, Base Lr: 6.60e-03
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2024-05-09 22:52:23 transreid.train INFO: Epoch 33 done. Time per epoch: 331.386[s] Speed: 35.5[samples/s]
2024-05-09 22:52:41 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.229, Acc: 0.969, Base Lr: 6.52e-03
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2024-05-09 22:57:54 transreid.train INFO: Epoch 34 done. Time per epoch: 331.084[s] Speed: 35.6[samples/s]
2024-05-09 22:58:13 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.182, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-09 23:03:20 transreid.train INFO: Epoch 35 done. Time per epoch: 326.489[s] Speed: 36.1[samples/s]
2024-05-09 23:03:39 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.192, Acc: 0.981, Base Lr: 6.35e-03
2024-05-09 23:03:57 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.159, Acc: 0.987, Base Lr: 6.35e-03
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2024-05-09 23:08:52 transreid.train INFO: Epoch 36 done. Time per epoch: 331.425[s] Speed: 35.5[samples/s]
2024-05-09 23:09:10 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.168, Acc: 0.980, Base Lr: 6.27e-03
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2024-05-09 23:10:58 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.137, Acc: 0.985, Base Lr: 6.27e-03
2024-05-09 23:11:16 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.136, Acc: 0.986, Base Lr: 6.27e-03
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2024-05-09 23:14:22 transreid.train INFO: Epoch 37 done. Time per epoch: 329.941[s] Speed: 35.7[samples/s]
2024-05-09 23:14:40 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.164, Acc: 0.984, Base Lr: 6.18e-03
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2024-05-09 23:15:52 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.174, Acc: 0.985, Base Lr: 6.18e-03
2024-05-09 23:16:10 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.167, Acc: 0.987, Base Lr: 6.18e-03
2024-05-09 23:16:28 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.165, Acc: 0.988, Base Lr: 6.18e-03
2024-05-09 23:16:46 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.161, Acc: 0.988, Base Lr: 6.18e-03
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2024-05-09 23:18:52 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.149, Acc: 0.988, Base Lr: 6.18e-03
2024-05-09 23:19:10 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.144, Acc: 0.988, Base Lr: 6.18e-03
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2024-05-09 23:19:51 transreid.train INFO: Epoch 38 done. Time per epoch: 329.012[s] Speed: 35.6[samples/s]
2024-05-09 23:20:10 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.154, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:20:28 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.161, Acc: 0.990, Base Lr: 6.09e-03
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2024-05-09 23:23:24 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.139, Acc: 0.990, Base Lr: 6.09e-03
2024-05-09 23:23:42 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.135, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:24:00 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.133, Acc: 0.990, Base Lr: 6.09e-03
2024-05-09 23:24:18 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.131, Acc: 0.990, Base Lr: 6.09e-03
2024-05-09 23:24:36 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.128, Acc: 0.990, Base Lr: 6.09e-03
2024-05-09 23:24:54 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.124, Acc: 0.990, Base Lr: 6.09e-03
2024-05-09 23:25:12 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.124, Acc: 0.991, Base Lr: 6.09e-03
2024-05-09 23:25:18 transreid.train INFO: Epoch 39 done. Time per epoch: 326.723[s] Speed: 35.8[samples/s]
2024-05-09 23:25:36 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.147, Acc: 0.984, Base Lr: 6.00e-03
2024-05-09 23:25:54 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.139, Acc: 0.987, Base Lr: 6.00e-03
2024-05-09 23:26:12 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.145, Acc: 0.988, Base Lr: 6.00e-03
2024-05-09 23:26:29 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.143, Acc: 0.988, Base Lr: 6.00e-03
2024-05-09 23:26:47 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.136, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:27:05 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.140, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-09 23:27:41 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.135, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-09 23:28:17 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.126, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:28:35 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.124, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:28:53 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:29:11 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.120, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-09 23:29:47 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.122, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:30:05 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.121, Acc: 0.989, Base Lr: 6.00e-03
2024-05-09 23:30:23 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.118, Acc: 0.990, Base Lr: 6.00e-03
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2024-05-09 23:30:46 transreid.train INFO: Epoch 40 done. Time per epoch: 328.413[s] Speed: 35.7[samples/s]
2024-05-09 23:32:01 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 23:32:01 transreid.train INFO: mAP: 70.7%
2024-05-09 23:32:01 transreid.train INFO: CMC curve, Rank-1  :86.9%
2024-05-09 23:32:01 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-09 23:32:01 transreid.train INFO: CMC curve, Rank-10 :97.1%
2024-05-09 23:32:19 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.115, Acc: 0.992, Base Lr: 5.91e-03
2024-05-09 23:32:37 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.111, Acc: 0.991, Base Lr: 5.91e-03
2024-05-09 23:32:55 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.105, Acc: 0.993, Base Lr: 5.91e-03
2024-05-09 23:33:13 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.91e-03
2024-05-09 23:33:31 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:33:49 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.123, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:34:07 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.126, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:34:25 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.130, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:34:43 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.126, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:35:01 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.124, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:35:19 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.122, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:35:37 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.119, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:35:55 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.119, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:36:13 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.118, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:36:31 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.117, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:36:49 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.113, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:37:06 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.112, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 23:37:24 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.110, Acc: 0.990, Base Lr: 5.91e-03
2024-05-09 23:37:32 transreid.train INFO: Epoch 41 done. Time per epoch: 330.691[s] Speed: 35.6[samples/s]
2024-05-09 23:37:50 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.107, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:38:08 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.112, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:38:26 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:38:44 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.116, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:39:02 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.117, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:39:20 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.112, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 23:39:38 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.120, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:39:56 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.123, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:40:14 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:40:31 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.82e-03
2024-05-09 23:40:49 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.133, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:41:07 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.129, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:41:25 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.131, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:41:43 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.128, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:42:01 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.125, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:42:19 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.124, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:42:37 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.121, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:42:55 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.118, Acc: 0.990, Base Lr: 5.82e-03
2024-05-09 23:43:02 transreid.train INFO: Epoch 42 done. Time per epoch: 330.597[s] Speed: 35.6[samples/s]
2024-05-09 23:43:21 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.73e-03
2024-05-09 23:43:39 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.115, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:43:57 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.73e-03
2024-05-09 23:44:14 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.109, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:44:32 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:44:50 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.108, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:45:08 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.115, Acc: 0.991, Base Lr: 5.73e-03
2024-05-09 23:45:26 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.113, Acc: 0.991, Base Lr: 5.73e-03
2024-05-09 23:45:44 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.107, Acc: 0.991, Base Lr: 5.73e-03
2024-05-09 23:46:02 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:46:20 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.106, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:46:38 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.73e-03
2024-05-09 23:46:56 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.100, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:47:14 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.098, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:47:32 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.097, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:47:50 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.098, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:48:08 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.096, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:48:25 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.094, Acc: 0.993, Base Lr: 5.73e-03
2024-05-09 23:48:33 transreid.train INFO: Epoch 43 done. Time per epoch: 330.658[s] Speed: 35.6[samples/s]
2024-05-09 23:48:51 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.086, Acc: 0.997, Base Lr: 5.63e-03
2024-05-09 23:49:09 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.102, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 23:49:27 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.105, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:49:45 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.102, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:50:03 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.103, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:50:21 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.107, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:50:39 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 23:50:57 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.103, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 23:51:15 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.103, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 23:51:33 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.105, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:51:51 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.105, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:52:09 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:52:27 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.100, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:52:45 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.100, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:53:02 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.099, Acc: 0.993, Base Lr: 5.63e-03
2024-05-09 23:53:20 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.63e-03
2024-05-09 23:53:38 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.102, Acc: 0.993, Base Lr: 5.63e-03
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2024-05-09 23:54:03 transreid.train INFO: Epoch 44 done. Time per epoch: 330.492[s] Speed: 35.6[samples/s]
2024-05-09 23:54:22 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.122, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:54:40 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.122, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:54:58 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.114, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:55:16 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.108, Acc: 0.993, Base Lr: 5.54e-03
2024-05-09 23:55:34 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.118, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:55:52 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.112, Acc: 0.990, Base Lr: 5.54e-03
2024-05-09 23:56:10 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.112, Acc: 0.990, Base Lr: 5.54e-03
2024-05-09 23:56:27 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:56:45 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:57:03 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.108, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:57:21 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.106, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 23:57:39 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.104, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:57:57 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.103, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:58:15 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.101, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:58:33 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.098, Acc: 0.993, Base Lr: 5.54e-03
2024-05-09 23:58:50 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:59:08 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.096, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 23:59:26 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.095, Acc: 0.993, Base Lr: 5.54e-03
2024-05-09 23:59:32 transreid.train INFO: Epoch 45 done. Time per epoch: 328.641[s] Speed: 35.6[samples/s]
2024-05-09 23:59:51 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.070, Acc: 0.994, Base Lr: 5.44e-03
2024-05-10 00:00:09 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.084, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 00:00:26 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.086, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 00:00:44 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.087, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:01:02 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:01:20 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:01:38 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:01:56 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.094, Acc: 0.993, Base Lr: 5.44e-03
2024-05-10 00:02:14 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.093, Acc: 0.993, Base Lr: 5.44e-03
2024-05-10 00:02:32 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.095, Acc: 0.993, Base Lr: 5.44e-03
2024-05-10 00:02:50 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.100, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:03:08 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.101, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:03:26 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.098, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:03:44 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.097, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:04:02 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:04:20 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:04:38 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:04:56 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 00:05:01 transreid.train INFO: Epoch 46 done. Time per epoch: 329.173[s] Speed: 35.6[samples/s]
2024-05-10 00:05:20 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.109, Acc: 0.991, Base Lr: 5.34e-03
2024-05-10 00:05:37 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.123, Acc: 0.989, Base Lr: 5.34e-03
2024-05-10 00:05:55 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.108, Acc: 0.990, Base Lr: 5.34e-03
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2024-05-10 00:06:49 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.096, Acc: 0.991, Base Lr: 5.34e-03
2024-05-10 00:07:07 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.34e-03
2024-05-10 00:07:25 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.092, Acc: 0.992, Base Lr: 5.34e-03
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2024-05-10 00:08:01 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.34e-03
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2024-05-10 00:10:31 transreid.train INFO: Epoch 47 done. Time per epoch: 330.309[s] Speed: 35.7[samples/s]
2024-05-10 00:10:50 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.086, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-10 00:12:56 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 5.24e-03
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2024-05-10 00:15:01 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.24e-03
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2024-05-10 00:16:02 transreid.train INFO: Epoch 48 done. Time per epoch: 330.823[s] Speed: 35.6[samples/s]
2024-05-10 00:16:21 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.094, Acc: 0.994, Base Lr: 5.14e-03
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2024-05-10 00:17:50 transreid.train INFO: Epoch[49] Iter[60/186] Loss: 0.095, Acc: 0.992, Base Lr: 5.14e-03
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2024-05-10 00:19:02 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.084, Acc: 0.994, Base Lr: 5.14e-03
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2024-05-10 00:21:07 transreid.train INFO: Epoch[49] Iter[170/186] Loss: 0.077, Acc: 0.994, Base Lr: 5.14e-03
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2024-05-10 00:21:31 transreid.train INFO: Epoch 49 done. Time per epoch: 328.596[s] Speed: 35.6[samples/s]
2024-05-10 00:21:49 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.070, Acc: 0.991, Base Lr: 5.04e-03
2024-05-10 00:22:07 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.079, Acc: 0.991, Base Lr: 5.04e-03
2024-05-10 00:22:25 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.078, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-10 00:23:01 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.084, Acc: 0.993, Base Lr: 5.04e-03
2024-05-10 00:23:19 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.089, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 00:23:37 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 00:23:55 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.087, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 00:24:13 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.084, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 00:24:31 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.084, Acc: 0.992, Base Lr: 5.04e-03
2024-05-10 00:24:49 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.04e-03
2024-05-10 00:25:07 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.081, Acc: 0.993, Base Lr: 5.04e-03
2024-05-10 00:25:25 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 00:26:01 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.078, Acc: 0.993, Base Lr: 5.04e-03
2024-05-10 00:26:18 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.079, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-10 00:27:01 transreid.train INFO: Epoch 50 done. Time per epoch: 330.507[s] Speed: 35.6[samples/s]
2024-05-10 00:27:20 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.098, Acc: 0.989, Base Lr: 4.94e-03
2024-05-10 00:27:38 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.104, Acc: 0.988, Base Lr: 4.94e-03
2024-05-10 00:27:56 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.098, Acc: 0.990, Base Lr: 4.94e-03
2024-05-10 00:28:14 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.104, Acc: 0.989, Base Lr: 4.94e-03
2024-05-10 00:28:32 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.103, Acc: 0.990, Base Lr: 4.94e-03
2024-05-10 00:28:50 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.098, Acc: 0.991, Base Lr: 4.94e-03
2024-05-10 00:29:08 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.099, Acc: 0.992, Base Lr: 4.94e-03
2024-05-10 00:29:26 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.094, Acc: 0.992, Base Lr: 4.94e-03
2024-05-10 00:29:44 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.091, Acc: 0.992, Base Lr: 4.94e-03
2024-05-10 00:30:02 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.089, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:30:20 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.087, Acc: 0.992, Base Lr: 4.94e-03
2024-05-10 00:30:38 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.084, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:30:55 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.084, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:31:13 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.085, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:31:31 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:31:49 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:32:07 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:32:25 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 00:32:32 transreid.train INFO: Epoch 51 done. Time per epoch: 330.756[s] Speed: 35.6[samples/s]
2024-05-10 00:32:51 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.116, Acc: 0.989, Base Lr: 4.84e-03
2024-05-10 00:33:09 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.107, Acc: 0.988, Base Lr: 4.84e-03
2024-05-10 00:33:26 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.094, Acc: 0.990, Base Lr: 4.84e-03
2024-05-10 00:33:44 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.086, Acc: 0.991, Base Lr: 4.84e-03
2024-05-10 00:34:02 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.087, Acc: 0.991, Base Lr: 4.84e-03
2024-05-10 00:34:20 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.082, Acc: 0.992, Base Lr: 4.84e-03
2024-05-10 00:34:38 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.082, Acc: 0.992, Base Lr: 4.84e-03
2024-05-10 00:34:56 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.080, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:35:14 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:35:32 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:35:50 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.077, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:36:08 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 0.076, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:36:26 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:36:44 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.074, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:37:01 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:37:19 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.075, Acc: 0.993, Base Lr: 4.84e-03
2024-05-10 00:37:37 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-10 00:38:03 transreid.train INFO: Epoch 52 done. Time per epoch: 330.591[s] Speed: 35.6[samples/s]
2024-05-10 00:38:21 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:38:39 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.066, Acc: 0.993, Base Lr: 4.74e-03
2024-05-10 00:38:57 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.080, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 00:39:15 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.093, Acc: 0.991, Base Lr: 4.74e-03
2024-05-10 00:39:33 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.088, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 00:39:51 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.088, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 00:40:09 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.74e-03
2024-05-10 00:40:27 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.088, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 00:40:45 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.083, Acc: 0.993, Base Lr: 4.74e-03
2024-05-10 00:41:03 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.082, Acc: 0.993, Base Lr: 4.74e-03
2024-05-10 00:41:21 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.081, Acc: 0.993, Base Lr: 4.74e-03
2024-05-10 00:41:38 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.082, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:41:56 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.081, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:42:14 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:42:32 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.076, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:42:50 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:43:08 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:43:26 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.74e-03
2024-05-10 00:43:33 transreid.train INFO: Epoch 53 done. Time per epoch: 330.731[s] Speed: 35.6[samples/s]
2024-05-10 00:43:52 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.093, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:44:10 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.076, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:44:28 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.067, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 00:44:46 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:45:04 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 00:45:22 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 00:45:40 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:45:58 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.074, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:46:16 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:46:34 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.072, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:46:51 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.071, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 00:47:09 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-10 00:47:45 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:48:03 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.63e-03
2024-05-10 00:48:21 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-10 00:49:04 transreid.train INFO: Epoch 54 done. Time per epoch: 330.974[s] Speed: 35.6[samples/s]
2024-05-10 00:49:23 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.090, Acc: 0.991, Base Lr: 4.53e-03
2024-05-10 00:49:41 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.088, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:49:59 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.081, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:50:17 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.082, Acc: 0.995, Base Lr: 4.53e-03
2024-05-10 00:50:35 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.084, Acc: 0.993, Base Lr: 4.53e-03
2024-05-10 00:50:53 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.078, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:51:11 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.53e-03
2024-05-10 00:51:29 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:51:47 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:52:05 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.073, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 00:52:22 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.074, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-10 00:54:33 transreid.train INFO: Epoch 55 done. Time per epoch: 328.859[s] Speed: 35.6[samples/s]
2024-05-10 00:54:52 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.073, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 00:55:10 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-10 00:56:57 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.068, Acc: 0.995, Base Lr: 4.43e-03
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2024-05-10 00:57:51 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.063, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 00:58:09 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 00:58:27 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 00:58:45 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:59:03 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:59:21 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:59:38 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 00:59:56 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 01:00:02 transreid.train INFO: Epoch 56 done. Time per epoch: 328.615[s] Speed: 35.6[samples/s]
2024-05-10 01:00:20 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.101, Acc: 0.988, Base Lr: 4.32e-03
2024-05-10 01:00:38 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.093, Acc: 0.992, Base Lr: 4.32e-03
2024-05-10 01:00:56 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.087, Acc: 0.992, Base Lr: 4.32e-03
2024-05-10 01:01:14 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.079, Acc: 0.993, Base Lr: 4.32e-03
2024-05-10 01:01:32 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.080, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:01:50 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.075, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:02:08 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:02:26 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:02:44 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:03:02 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.072, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:03:19 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.069, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:03:37 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.070, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 01:03:55 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.070, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:04:13 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 01:04:31 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 01:04:49 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 01:05:07 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 01:05:25 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 01:05:32 transreid.train INFO: Epoch 57 done. Time per epoch: 330.479[s] Speed: 35.6[samples/s]
2024-05-10 01:05:51 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.077, Acc: 0.992, Base Lr: 4.22e-03
2024-05-10 01:06:09 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 01:06:27 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.054, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:06:45 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:07:03 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:07:21 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:07:39 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:07:57 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:08:14 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:08:32 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:08:50 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:09:09 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:09:24 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:09:41 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.058, Acc: 0.994, Base Lr: 4.22e-03
2024-05-10 01:09:59 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:10:17 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:10:35 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:10:53 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 01:10:58 transreid.train INFO: Epoch 58 done. Time per epoch: 326.174[s] Speed: 35.9[samples/s]
2024-05-10 01:11:17 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.095, Acc: 0.988, Base Lr: 4.11e-03
2024-05-10 01:11:35 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.076, Acc: 0.991, Base Lr: 4.11e-03
2024-05-10 01:11:53 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:12:11 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:12:29 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.063, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:12:47 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.065, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:13:04 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.064, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:13:23 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:13:41 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:13:59 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:14:17 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.11e-03
2024-05-10 01:14:35 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.067, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:14:52 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:15:10 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:15:28 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 01:15:46 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 01:16:04 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 01:16:22 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 01:16:29 transreid.train INFO: Epoch 59 done. Time per epoch: 330.869[s] Speed: 35.6[samples/s]
2024-05-10 01:16:48 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.041, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 01:17:06 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.068, Acc: 0.991, Base Lr: 4.01e-03
2024-05-10 01:17:24 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.063, Acc: 0.993, Base Lr: 4.01e-03
2024-05-10 01:17:42 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.061, Acc: 0.993, Base Lr: 4.01e-03
2024-05-10 01:18:00 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 01:18:18 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.059, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 01:18:36 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:18:54 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:19:12 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:19:30 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:19:48 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:20:06 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:20:23 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:20:42 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:20:59 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:21:17 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.054, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:21:35 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.053, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 01:21:53 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 01:21:59 transreid.train INFO: Epoch 60 done. Time per epoch: 329.154[s] Speed: 35.6[samples/s]
2024-05-10 01:23:13 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 01:23:13 transreid.train INFO: mAP: 74.3%
2024-05-10 01:23:13 transreid.train INFO: CMC curve, Rank-1  :88.9%
2024-05-10 01:23:13 transreid.train INFO: CMC curve, Rank-5  :96.1%
2024-05-10 01:23:13 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-10 01:23:32 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.068, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 01:23:50 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.056, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:24:08 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.061, Acc: 0.994, Base Lr: 3.90e-03
2024-05-10 01:24:26 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.065, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:24:44 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.062, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:25:02 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.063, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:25:20 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.064, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:25:37 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:25:55 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.063, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:26:13 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.064, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:26:31 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.063, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:26:49 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.062, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:27:07 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:27:25 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:27:43 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.060, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:28:01 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.058, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:28:19 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:28:37 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.90e-03
2024-05-10 01:28:44 transreid.train INFO: Epoch 61 done. Time per epoch: 331.134[s] Speed: 35.6[samples/s]
2024-05-10 01:29:03 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:29:21 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:29:39 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.059, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:29:57 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.062, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:30:15 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.061, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:30:33 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:30:50 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.058, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:31:08 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.061, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:31:26 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:31:44 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:32:02 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.055, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:32:20 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.056, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:32:38 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.055, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:32:56 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 01:33:14 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.055, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:33:32 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.055, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:33:50 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:34:08 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.80e-03
2024-05-10 01:34:13 transreid.train INFO: Epoch 62 done. Time per epoch: 328.664[s] Speed: 35.6[samples/s]
2024-05-10 01:34:32 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.083, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 01:34:50 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.055, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 01:35:07 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.053, Acc: 0.996, Base Lr: 3.69e-03
2024-05-10 01:35:25 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.052, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 01:35:44 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.060, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 01:36:02 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.057, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 01:36:19 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.055, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 01:36:37 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 01:36:55 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.69e-03
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2024-05-10 01:39:42 transreid.train INFO: Epoch 63 done. Time per epoch: 329.322[s] Speed: 35.6[samples/s]
2024-05-10 01:40:01 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-10 01:45:11 transreid.train INFO: Epoch 64 done. Time per epoch: 328.913[s] Speed: 35.6[samples/s]
2024-05-10 01:45:30 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.057, Acc: 0.994, Base Lr: 3.49e-03
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2024-05-10 01:50:42 transreid.train INFO: Epoch 65 done. Time per epoch: 330.716[s] Speed: 35.6[samples/s]
2024-05-10 01:51:01 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 01:56:11 transreid.train INFO: Epoch 66 done. Time per epoch: 329.376[s] Speed: 35.6[samples/s]
2024-05-10 01:56:30 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.077, Acc: 0.994, Base Lr: 3.28e-03
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2024-05-10 02:01:42 transreid.train INFO: Epoch 67 done. Time per epoch: 330.379[s] Speed: 35.6[samples/s]
2024-05-10 02:02:00 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.047, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-10 02:07:11 transreid.train INFO: Epoch 68 done. Time per epoch: 328.841[s] Speed: 35.6[samples/s]
2024-05-10 02:07:29 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 02:12:39 transreid.train INFO: Epoch 69 done. Time per epoch: 327.974[s] Speed: 35.9[samples/s]
2024-05-10 02:12:57 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.059, Acc: 0.995, Base Lr: 2.97e-03
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2024-05-10 02:15:03 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.056, Acc: 0.996, Base Lr: 2.97e-03
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2024-05-10 02:18:08 transreid.train INFO: Epoch 70 done. Time per epoch: 329.588[s] Speed: 35.5[samples/s]
2024-05-10 02:18:27 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.049, Acc: 1.000, Base Lr: 2.87e-03
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2024-05-10 02:23:39 transreid.train INFO: Epoch 71 done. Time per epoch: 330.431[s] Speed: 35.6[samples/s]
2024-05-10 02:23:57 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.049, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-10 02:29:08 transreid.train INFO: Epoch 72 done. Time per epoch: 329.457[s] Speed: 35.5[samples/s]
2024-05-10 02:29:27 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 2.68e-03
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2024-05-10 02:34:38 transreid.train INFO: Epoch 73 done. Time per epoch: 330.154[s] Speed: 35.5[samples/s]
2024-05-10 02:34:57 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 2.58e-03
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2024-05-10 02:40:07 transreid.train INFO: Epoch 74 done. Time per epoch: 328.702[s] Speed: 35.6[samples/s]
2024-05-10 02:40:25 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.48e-03
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2024-05-10 02:45:36 transreid.train INFO: Epoch 75 done. Time per epoch: 329.113[s] Speed: 35.6[samples/s]
2024-05-10 02:45:54 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-10 02:51:04 transreid.train INFO: Epoch 76 done. Time per epoch: 328.417[s] Speed: 35.7[samples/s]
2024-05-10 02:51:23 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.039, Acc: 0.995, Base Lr: 2.29e-03
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2024-05-10 02:56:33 transreid.train INFO: Epoch 77 done. Time per epoch: 328.893[s] Speed: 35.6[samples/s]
2024-05-10 02:56:52 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-10 03:02:00 transreid.train INFO: Epoch 78 done. Time per epoch: 326.504[s] Speed: 35.9[samples/s]
2024-05-10 03:02:18 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.050, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-10 03:05:17 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-10 03:05:53 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 03:06:11 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 03:06:29 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 03:06:47 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 03:07:05 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-10 03:07:30 transreid.train INFO: Epoch 79 done. Time per epoch: 330.353[s] Speed: 35.6[samples/s]
2024-05-10 03:07:49 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:08:07 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.045, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 03:08:24 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.044, Acc: 0.996, Base Lr: 2.01e-03
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2024-05-10 03:09:18 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-10 03:09:54 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:10:12 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:10:30 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:10:48 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:11:06 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:11:24 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:11:42 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:12:00 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:12:18 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 03:12:36 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-10 03:13:00 transreid.train INFO: Epoch 80 done. Time per epoch: 329.333[s] Speed: 35.6[samples/s]
2024-05-10 03:14:14 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 03:14:14 transreid.train INFO: mAP: 75.3%
2024-05-10 03:14:14 transreid.train INFO: CMC curve, Rank-1  :89.5%
2024-05-10 03:14:14 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 03:14:14 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-10 03:14:33 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.051, Acc: 0.992, Base Lr: 1.92e-03
2024-05-10 03:14:51 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.042, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 03:15:09 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.041, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 03:15:26 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.047, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 03:15:44 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.045, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 03:16:02 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.043, Acc: 0.995, Base Lr: 1.92e-03
2024-05-10 03:16:20 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:16:38 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:16:56 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.92e-03
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2024-05-10 03:17:32 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.040, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:17:50 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:18:08 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:18:26 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:18:44 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:19:02 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.036, Acc: 0.996, Base Lr: 1.92e-03
2024-05-10 03:19:20 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 03:19:38 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.92e-03
2024-05-10 03:19:47 transreid.train INFO: Epoch 81 done. Time per epoch: 332.606[s] Speed: 35.6[samples/s]
2024-05-10 03:20:05 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:20:23 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:20:41 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:20:59 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:21:17 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:21:35 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.045, Acc: 0.995, Base Lr: 1.83e-03
2024-05-10 03:21:53 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:22:11 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:22:29 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.042, Acc: 0.995, Base Lr: 1.83e-03
2024-05-10 03:22:47 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:23:05 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:23:23 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:23:41 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:23:59 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.038, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:24:17 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.037, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:24:34 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.036, Acc: 0.996, Base Lr: 1.83e-03
2024-05-10 03:24:52 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:25:10 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 03:25:15 transreid.train INFO: Epoch 82 done. Time per epoch: 328.355[s] Speed: 35.7[samples/s]
2024-05-10 03:25:34 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.75e-03
2024-05-10 03:25:52 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 03:26:10 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:26:28 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.75e-03
2024-05-10 03:26:46 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:27:03 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:27:21 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:27:39 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:27:57 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.034, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:28:15 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:28:33 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:28:51 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 03:29:09 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:29:27 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:29:45 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:30:03 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:30:21 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:30:39 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 03:30:46 transreid.train INFO: Epoch 83 done. Time per epoch: 330.952[s] Speed: 35.6[samples/s]
2024-05-10 03:31:05 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:31:23 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 03:31:41 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:31:58 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 03:32:16 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:32:34 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:32:52 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:33:10 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:33:28 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:33:46 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:34:04 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:34:22 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:34:40 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:34:58 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:35:15 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:35:33 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:35:51 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:36:09 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 03:36:15 transreid.train INFO: Epoch 84 done. Time per epoch: 328.735[s] Speed: 35.6[samples/s]
2024-05-10 03:36:33 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.040, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 03:36:51 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.039, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 03:37:09 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.051, Acc: 0.994, Base Lr: 1.58e-03
2024-05-10 03:37:27 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.057, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 03:37:45 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.052, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 03:38:03 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:38:21 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:38:39 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:38:57 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.048, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 03:39:15 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:39:33 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.044, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:39:51 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.042, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 03:40:09 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:40:27 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:40:45 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.039, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:41:03 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:41:21 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:41:39 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 03:41:44 transreid.train INFO: Epoch 85 done. Time per epoch: 329.290[s] Speed: 35.6[samples/s]
2024-05-10 03:42:03 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.048, Acc: 0.994, Base Lr: 1.50e-03
2024-05-10 03:42:21 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.058, Acc: 0.995, Base Lr: 1.50e-03
2024-05-10 03:42:39 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 03:42:57 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:43:14 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:43:32 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:43:50 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:44:08 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:44:26 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 03:44:44 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:45:02 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:45:20 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:45:38 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:45:56 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:46:14 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:46:32 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:46:50 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:47:08 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 03:47:13 transreid.train INFO: Epoch 86 done. Time per epoch: 329.380[s] Speed: 35.6[samples/s]
2024-05-10 03:47:32 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.42e-03
2024-05-10 03:47:50 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-10 03:49:02 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.42e-03
2024-05-10 03:49:20 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.42e-03
2024-05-10 03:49:38 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.42e-03
2024-05-10 03:49:56 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-10 03:52:42 transreid.train INFO: Epoch 87 done. Time per epoch: 328.988[s] Speed: 35.6[samples/s]
2024-05-10 03:53:01 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-10 03:58:12 transreid.train INFO: Epoch 88 done. Time per epoch: 329.424[s] Speed: 35.6[samples/s]
2024-05-10 03:58:30 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-10 04:03:43 transreid.train INFO: Epoch 89 done. Time per epoch: 330.692[s] Speed: 35.6[samples/s]
2024-05-10 04:04:01 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.19e-03
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2024-05-10 04:09:12 transreid.train INFO: Epoch 90 done. Time per epoch: 328.956[s] Speed: 35.6[samples/s]
2024-05-10 04:09:30 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.036, Acc: 0.995, Base Lr: 1.11e-03
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2024-05-10 04:11:35 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-10 04:13:41 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 04:13:59 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 04:14:40 transreid.train INFO: Epoch 91 done. Time per epoch: 328.615[s] Speed: 35.6[samples/s]
2024-05-10 04:14:59 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.04e-03
2024-05-10 04:15:17 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.04e-03
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2024-05-10 04:17:04 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.039, Acc: 0.996, Base Lr: 1.04e-03
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2024-05-10 04:19:10 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-10 04:20:09 transreid.train INFO: Epoch 92 done. Time per epoch: 328.821[s] Speed: 35.6[samples/s]
2024-05-10 04:20:27 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 04:22:15 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 9.72e-04
2024-05-10 04:22:33 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 04:23:09 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 04:25:38 transreid.train INFO: Epoch 93 done. Time per epoch: 328.635[s] Speed: 35.6[samples/s]
2024-05-10 04:25:56 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 9.06e-04
2024-05-10 04:26:14 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.046, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-10 04:31:06 transreid.train INFO: Epoch 94 done. Time per epoch: 328.688[s] Speed: 35.6[samples/s]
2024-05-10 04:31:25 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.035, Acc: 0.995, Base Lr: 8.41e-04
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2024-05-10 04:34:06 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.033, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-10 04:36:37 transreid.train INFO: Epoch 95 done. Time per epoch: 330.585[s] Speed: 35.6[samples/s]
2024-05-10 04:36:56 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 04:41:07 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-10 04:42:06 transreid.train INFO: Epoch 96 done. Time per epoch: 329.224[s] Speed: 35.6[samples/s]
2024-05-10 04:42:25 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.036, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-10 04:44:13 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.038, Acc: 0.996, Base Lr: 7.18e-04
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2024-05-10 04:47:34 transreid.train INFO: Epoch 97 done. Time per epoch: 328.345[s] Speed: 35.9[samples/s]
2024-05-10 04:47:53 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 6.60e-04
2024-05-10 04:48:11 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:48:29 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 04:49:22 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:49:40 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:49:58 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 6.60e-04
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2024-05-10 04:50:34 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:50:52 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:51:10 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 04:52:04 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:52:22 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 04:52:40 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 04:53:05 transreid.train INFO: Epoch 98 done. Time per epoch: 330.268[s] Speed: 35.7[samples/s]
2024-05-10 04:53:23 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:53:41 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:54:00 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
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2024-05-10 04:54:53 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:55:11 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:55:29 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.033, Acc: 0.997, Base Lr: 6.04e-04
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2024-05-10 04:56:05 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:56:23 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:56:41 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:56:59 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.030, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 04:57:17 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:57:35 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:57:52 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:58:10 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:58:28 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 04:58:36 transreid.train INFO: Epoch 99 done. Time per epoch: 330.857[s] Speed: 35.6[samples/s]
2024-05-10 04:58:54 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.036, Acc: 1.000, Base Lr: 5.51e-04
2024-05-10 04:59:12 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.51e-04
2024-05-10 04:59:30 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.51e-04
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2024-05-10 05:00:42 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.042, Acc: 0.995, Base Lr: 5.51e-04
2024-05-10 05:01:00 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.51e-04
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2024-05-10 05:01:36 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.036, Acc: 0.996, Base Lr: 5.51e-04
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2024-05-10 05:02:47 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 05:03:05 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 05:03:23 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-10 05:04:06 transreid.train INFO: Epoch 100 done. Time per epoch: 330.770[s] Speed: 35.6[samples/s]
2024-05-10 05:05:21 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 05:05:21 transreid.train INFO: mAP: 76.1%
2024-05-10 05:05:21 transreid.train INFO: CMC curve, Rank-1  :89.9%
2024-05-10 05:05:21 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 05:05:21 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-05-10 05:05:40 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.00e-04
2024-05-10 05:05:58 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.044, Acc: 0.995, Base Lr: 5.00e-04
2024-05-10 05:06:16 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.039, Acc: 0.995, Base Lr: 5.00e-04
2024-05-10 05:06:33 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.00e-04
2024-05-10 05:06:51 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.036, Acc: 0.996, Base Lr: 5.00e-04
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2024-05-10 05:10:50 transreid.train INFO: Epoch 101 done. Time per epoch: 328.952[s] Speed: 35.6[samples/s]
2024-05-10 05:11:09 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:11:27 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-10 05:13:14 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-10 05:14:08 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:14:26 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:14:44 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:15:02 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:15:20 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:15:38 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:15:55 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:16:13 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 05:16:19 transreid.train INFO: Epoch 102 done. Time per epoch: 328.783[s] Speed: 35.6[samples/s]
2024-05-10 05:16:38 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.05e-04
2024-05-10 05:16:56 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.05e-04
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2024-05-10 05:18:40 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-10 05:21:47 transreid.train INFO: Epoch 103 done. Time per epoch: 327.982[s] Speed: 35.9[samples/s]
2024-05-10 05:22:05 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.61e-04
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2024-05-10 05:27:17 transreid.train INFO: Epoch 104 done. Time per epoch: 330.391[s] Speed: 35.6[samples/s]
2024-05-10 05:27:36 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.20e-04
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2024-05-10 05:32:46 transreid.train INFO: Epoch 105 done. Time per epoch: 329.142[s] Speed: 35.6[samples/s]
2024-05-10 05:33:05 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.81e-04
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2024-05-10 05:38:17 transreid.train INFO: Epoch 106 done. Time per epoch: 330.460[s] Speed: 35.6[samples/s]
2024-05-10 05:38:36 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-10 05:43:48 transreid.train INFO: Epoch 107 done. Time per epoch: 331.382[s] Speed: 35.5[samples/s]
2024-05-10 05:44:07 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 2.11e-04
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2024-05-10 05:49:19 transreid.train INFO: Epoch 108 done. Time per epoch: 330.489[s] Speed: 35.6[samples/s]
2024-05-10 05:49:37 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.80e-04
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2024-05-10 05:54:50 transreid.train INFO: Epoch 109 done. Time per epoch: 331.149[s] Speed: 35.6[samples/s]
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2024-05-10 06:00:18 transreid.train INFO: Epoch 110 done. Time per epoch: 328.566[s] Speed: 35.6[samples/s]
2024-05-10 06:00:37 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.037, Acc: 0.995, Base Lr: 1.26e-04
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2024-05-10 06:05:49 transreid.train INFO: Epoch 111 done. Time per epoch: 330.838[s] Speed: 35.6[samples/s]
2024-05-10 06:06:08 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 06:11:20 transreid.train INFO: Epoch 112 done. Time per epoch: 330.799[s] Speed: 35.6[samples/s]
2024-05-10 06:11:39 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-10 06:16:49 transreid.train INFO: Epoch 113 done. Time per epoch: 328.877[s] Speed: 35.6[samples/s]
2024-05-10 06:17:07 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 6.51e-05
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2024-05-10 06:22:20 transreid.train INFO: Epoch 114 done. Time per epoch: 331.188[s] Speed: 35.6[samples/s]
2024-05-10 06:22:39 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.02e-05
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2024-05-10 06:27:08 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-10 06:27:49 transreid.train INFO: Epoch 115 done. Time per epoch: 329.067[s] Speed: 35.6[samples/s]
2024-05-10 06:28:08 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.79e-05
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2024-05-10 06:33:20 transreid.train INFO: Epoch 116 done. Time per epoch: 330.407[s] Speed: 35.6[samples/s]
2024-05-10 06:33:38 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-10 06:37:22 transreid.train INFO: Epoch 117 done. Time per epoch: 242.387[s] Speed: 48.6[samples/s]
2024-05-10 06:37:35 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 2.15e-05
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2024-05-10 06:41:04 transreid.train INFO: Epoch 118 done. Time per epoch: 222.391[s] Speed: 53.0[samples/s]
2024-05-10 06:41:17 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 1.74e-05
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2024-05-10 06:43:06 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:43:18 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:43:30 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:43:42 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:43:55 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:44:07 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:44:19 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:44:31 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:44:43 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 06:44:48 transreid.train INFO: Epoch 119 done. Time per epoch: 223.510[s] Speed: 52.7[samples/s]
2024-05-10 06:45:01 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.60e-05
2024-05-10 06:45:13 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:45:24 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:45:36 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:45:48 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:46:01 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:46:13 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:46:25 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:46:37 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:46:49 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:47:01 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:47:13 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:47:25 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:47:38 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:47:50 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:48:02 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:48:14 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:48:26 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 06:48:31 transreid.train INFO: Epoch 120 done. Time per epoch: 222.896[s] Speed: 52.8[samples/s]
2024-05-10 06:49:24 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 06:49:24 transreid.train INFO: mAP: 76.2%
2024-05-10 06:49:24 transreid.train INFO: CMC curve, Rank-1  :89.9%
2024-05-10 06:49:24 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-10 06:49:24 transreid.train INFO: CMC curve, Rank-10 :98.0%
