2024-04-26 09:41:06 transreid INFO: Saving model in the path :log/bs_exp/ViT_Small_MSMT17/stem_512bs_lr0.0032_ep120_warm20_seed0
2024-04-26 09:41:06 transreid INFO: Loaded configuration file configs/msmt17/vit_small.yml
2024-04-26 09:41:06 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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: 3
  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: vit_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ViT_Small_P16_2468_406080100_bs96_originaldino_noreid.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: True
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ViT_Small_MSMT17/stem_512bs_lr0.0032_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0032
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 512
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-26 09:41:07 transreid.check INFO: Dataset statistics:
2024-04-26 09:41:07 transreid.check INFO:   ----------------------------------------
2024-04-26 09:41:07 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-26 09:41:07 transreid.check INFO:   ----------------------------------------
2024-04-26 09:41:07 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-26 09:41:07 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-26 09:41:07 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-26 09:41:07 transreid.check INFO:   ----------------------------------------
2024-04-26 09:41:11 transreid INFO: ===========using cosine learning rate=======
2024-04-26 09:41:11 transreid.train INFO: start training
2024-04-26 09:41:24 transreid.train INFO: Epoch[1] Iter[10/61] Loss: 24.569, Acc: 0.001, Base Lr: 1.90e-04
2024-04-26 09:41:30 transreid.train INFO: Epoch[1] Iter[20/61] Loss: 21.710, Acc: 0.001, Base Lr: 1.90e-04
2024-04-26 09:41:35 transreid.train INFO: Epoch[1] Iter[30/61] Loss: 19.777, Acc: 0.001, Base Lr: 1.90e-04
2024-04-26 09:41:41 transreid.train INFO: Epoch[1] Iter[40/61] Loss: 18.390, Acc: 0.001, Base Lr: 1.90e-04
2024-04-26 09:41:47 transreid.train INFO: Epoch[1] Iter[50/61] Loss: 17.310, Acc: 0.001, Base Lr: 1.90e-04
2024-04-26 09:41:49 transreid.train INFO: Epoch 1 done. Time per epoch: 37.689[s] Speed: 733.6[samples/s]
2024-04-26 09:41:57 transreid.train INFO: Epoch[2] Iter[10/61] Loss: 9.118, Acc: 0.001, Base Lr: 3.49e-04
2024-04-26 09:42:03 transreid.train INFO: Epoch[2] Iter[20/61] Loss: 8.736, Acc: 0.001, Base Lr: 3.49e-04
2024-04-26 09:42:09 transreid.train INFO: Epoch[2] Iter[30/61] Loss: 8.575, Acc: 0.001, Base Lr: 3.49e-04
2024-04-26 09:42:14 transreid.train INFO: Epoch[2] Iter[40/61] Loss: 8.476, Acc: 0.002, Base Lr: 3.49e-04
2024-04-26 09:42:20 transreid.train INFO: Epoch[2] Iter[50/61] Loss: 8.407, Acc: 0.003, Base Lr: 3.49e-04
2024-04-26 09:42:22 transreid.train INFO: Epoch 2 done. Time per epoch: 32.454[s] Speed: 836.1[samples/s]
2024-04-26 09:42:30 transreid.train INFO: Epoch[3] Iter[10/61] Loss: 8.049, Acc: 0.007, Base Lr: 5.07e-04
2024-04-26 09:42:36 transreid.train INFO: Epoch[3] Iter[20/61] Loss: 8.035, Acc: 0.010, Base Lr: 5.07e-04
2024-04-26 09:42:41 transreid.train INFO: Epoch[3] Iter[30/61] Loss: 8.018, Acc: 0.015, Base Lr: 5.07e-04
2024-04-26 09:42:47 transreid.train INFO: Epoch[3] Iter[40/61] Loss: 8.005, Acc: 0.023, Base Lr: 5.07e-04
2024-04-26 09:42:52 transreid.train INFO: Epoch[3] Iter[50/61] Loss: 7.993, Acc: 0.038, Base Lr: 5.07e-04
2024-04-26 09:42:55 transreid.train INFO: Epoch 3 done. Time per epoch: 33.062[s] Speed: 836.2[samples/s]
2024-04-26 09:43:03 transreid.train INFO: Epoch[4] Iter[10/61] Loss: 7.889, Acc: 0.062, Base Lr: 6.66e-04
2024-04-26 09:43:09 transreid.train INFO: Epoch[4] Iter[20/61] Loss: 7.882, Acc: 0.079, Base Lr: 6.66e-04
2024-04-26 09:43:14 transreid.train INFO: Epoch[4] Iter[30/61] Loss: 7.871, Acc: 0.093, Base Lr: 6.66e-04
2024-04-26 09:43:20 transreid.train INFO: Epoch[4] Iter[40/61] Loss: 7.861, Acc: 0.121, Base Lr: 6.66e-04
2024-04-26 09:43:26 transreid.train INFO: Epoch[4] Iter[50/61] Loss: 7.850, Acc: 0.163, Base Lr: 6.66e-04
2024-04-26 09:43:28 transreid.train INFO: Epoch 4 done. Time per epoch: 33.456[s] Speed: 826.4[samples/s]
2024-04-26 09:43:36 transreid.train INFO: Epoch[5] Iter[10/61] Loss: 7.771, Acc: 0.137, Base Lr: 8.24e-04
2024-04-26 09:43:42 transreid.train INFO: Epoch[5] Iter[20/61] Loss: 7.763, Acc: 0.155, Base Lr: 8.24e-04
2024-04-26 09:43:48 transreid.train INFO: Epoch[5] Iter[30/61] Loss: 7.748, Acc: 0.175, Base Lr: 8.24e-04
2024-04-26 09:43:53 transreid.train INFO: Epoch[5] Iter[40/61] Loss: 7.739, Acc: 0.207, Base Lr: 8.24e-04
2024-04-26 09:43:59 transreid.train INFO: Epoch[5] Iter[50/61] Loss: 7.723, Acc: 0.261, Base Lr: 8.24e-04
2024-04-26 09:44:01 transreid.train INFO: Epoch 5 done. Time per epoch: 33.208[s] Speed: 832.6[samples/s]
2024-04-26 09:44:09 transreid.train INFO: Epoch[6] Iter[10/61] Loss: 7.665, Acc: 0.178, Base Lr: 9.82e-04
2024-04-26 09:44:15 transreid.train INFO: Epoch[6] Iter[20/61] Loss: 7.645, Acc: 0.181, Base Lr: 9.82e-04
2024-04-26 09:44:21 transreid.train INFO: Epoch[6] Iter[30/61] Loss: 7.626, Acc: 0.206, Base Lr: 9.82e-04
2024-04-26 09:44:26 transreid.train INFO: Epoch[6] Iter[40/61] Loss: 7.606, Acc: 0.240, Base Lr: 9.82e-04
2024-04-26 09:44:32 transreid.train INFO: Epoch[6] Iter[50/61] Loss: 7.589, Acc: 0.295, Base Lr: 9.82e-04
2024-04-26 09:44:34 transreid.train INFO: Epoch 6 done. Time per epoch: 32.914[s] Speed: 840.0[samples/s]
2024-04-26 09:44:43 transreid.train INFO: Epoch[7] Iter[10/61] Loss: 7.515, Acc: 0.186, Base Lr: 1.14e-03
2024-04-26 09:44:48 transreid.train INFO: Epoch[7] Iter[20/61] Loss: 7.502, Acc: 0.198, Base Lr: 1.14e-03
2024-04-26 09:44:54 transreid.train INFO: Epoch[7] Iter[30/61] Loss: 7.485, Acc: 0.223, Base Lr: 1.14e-03
2024-04-26 09:44:59 transreid.train INFO: Epoch[7] Iter[40/61] Loss: 7.459, Acc: 0.257, Base Lr: 1.14e-03
2024-04-26 09:45:05 transreid.train INFO: Epoch[7] Iter[50/61] Loss: 7.432, Acc: 0.311, Base Lr: 1.14e-03
2024-04-26 09:45:07 transreid.train INFO: Epoch 7 done. Time per epoch: 33.085[s] Speed: 835.7[samples/s]
2024-04-26 09:45:16 transreid.train INFO: Epoch[8] Iter[10/61] Loss: 7.365, Acc: 0.193, Base Lr: 1.30e-03
2024-04-26 09:45:21 transreid.train INFO: Epoch[8] Iter[20/61] Loss: 7.344, Acc: 0.203, Base Lr: 1.30e-03
2024-04-26 09:45:27 transreid.train INFO: Epoch[8] Iter[30/61] Loss: 7.304, Acc: 0.228, Base Lr: 1.30e-03
2024-04-26 09:45:33 transreid.train INFO: Epoch[8] Iter[40/61] Loss: 7.273, Acc: 0.259, Base Lr: 1.30e-03
2024-04-26 09:45:38 transreid.train INFO: Epoch[8] Iter[50/61] Loss: 7.231, Acc: 0.307, Base Lr: 1.30e-03
2024-04-26 09:45:40 transreid.train INFO: Epoch 8 done. Time per epoch: 32.747[s] Speed: 828.6[samples/s]
2024-04-26 09:45:48 transreid.train INFO: Epoch[9] Iter[10/61] Loss: 7.154, Acc: 0.199, Base Lr: 1.46e-03
2024-04-26 09:45:54 transreid.train INFO: Epoch[9] Iter[20/61] Loss: 7.131, Acc: 0.210, Base Lr: 1.46e-03
2024-04-26 09:46:00 transreid.train INFO: Epoch[9] Iter[30/61] Loss: 7.104, Acc: 0.225, Base Lr: 1.46e-03
2024-04-26 09:46:05 transreid.train INFO: Epoch[9] Iter[40/61] Loss: 7.070, Acc: 0.258, Base Lr: 1.46e-03
2024-04-26 09:46:11 transreid.train INFO: Epoch[9] Iter[50/61] Loss: 7.016, Acc: 0.305, Base Lr: 1.46e-03
2024-04-26 09:46:13 transreid.train INFO: Epoch 9 done. Time per epoch: 33.417[s] Speed: 827.4[samples/s]
2024-04-26 09:46:22 transreid.train INFO: Epoch[10] Iter[10/61] Loss: 6.988, Acc: 0.186, Base Lr: 1.62e-03
2024-04-26 09:46:27 transreid.train INFO: Epoch[10] Iter[20/61] Loss: 6.971, Acc: 0.198, Base Lr: 1.62e-03
2024-04-26 09:46:33 transreid.train INFO: Epoch[10] Iter[30/61] Loss: 6.922, Acc: 0.215, Base Lr: 1.62e-03
2024-04-26 09:46:39 transreid.train INFO: Epoch[10] Iter[40/61] Loss: 6.867, Acc: 0.247, Base Lr: 1.62e-03
2024-04-26 09:46:44 transreid.train INFO: Epoch[10] Iter[50/61] Loss: 6.794, Acc: 0.303, Base Lr: 1.62e-03
2024-04-26 09:46:47 transreid.train INFO: Epoch 10 done. Time per epoch: 33.315[s] Speed: 829.9[samples/s]
2024-04-26 09:46:55 transreid.train INFO: Epoch[11] Iter[10/61] Loss: 6.788, Acc: 0.204, Base Lr: 1.77e-03
2024-04-26 09:47:01 transreid.train INFO: Epoch[11] Iter[20/61] Loss: 6.751, Acc: 0.211, Base Lr: 1.77e-03
2024-04-26 09:47:06 transreid.train INFO: Epoch[11] Iter[30/61] Loss: 6.690, Acc: 0.230, Base Lr: 1.77e-03
2024-04-26 09:47:12 transreid.train INFO: Epoch[11] Iter[40/61] Loss: 6.629, Acc: 0.257, Base Lr: 1.77e-03
2024-04-26 09:47:18 transreid.train INFO: Epoch[11] Iter[50/61] Loss: 6.535, Acc: 0.308, Base Lr: 1.77e-03
2024-04-26 09:47:20 transreid.train INFO: Epoch 11 done. Time per epoch: 33.216[s] Speed: 832.4[samples/s]
2024-04-26 09:47:28 transreid.train INFO: Epoch[12] Iter[10/61] Loss: 6.617, Acc: 0.183, Base Lr: 1.93e-03
2024-04-26 09:47:34 transreid.train INFO: Epoch[12] Iter[20/61] Loss: 6.545, Acc: 0.196, Base Lr: 1.93e-03
2024-04-26 09:47:40 transreid.train INFO: Epoch[12] Iter[30/61] Loss: 6.460, Acc: 0.218, Base Lr: 1.93e-03
2024-04-26 09:47:45 transreid.train INFO: Epoch[12] Iter[40/61] Loss: 6.370, Acc: 0.249, Base Lr: 1.93e-03
2024-04-26 09:47:51 transreid.train INFO: Epoch[12] Iter[50/61] Loss: 6.255, Acc: 0.309, Base Lr: 1.93e-03
2024-04-26 09:47:53 transreid.train INFO: Epoch 12 done. Time per epoch: 33.396[s] Speed: 827.9[samples/s]
2024-04-26 09:48:01 transreid.train INFO: Epoch[13] Iter[10/61] Loss: 6.348, Acc: 0.174, Base Lr: 2.09e-03
2024-04-26 09:48:07 transreid.train INFO: Epoch[13] Iter[20/61] Loss: 6.289, Acc: 0.191, Base Lr: 2.09e-03
2024-04-26 09:48:13 transreid.train INFO: Epoch[13] Iter[30/61] Loss: 6.206, Acc: 0.216, Base Lr: 2.09e-03
2024-04-26 09:48:19 transreid.train INFO: Epoch[13] Iter[40/61] Loss: 6.097, Acc: 0.259, Base Lr: 2.09e-03
2024-04-26 09:48:24 transreid.train INFO: Epoch[13] Iter[50/61] Loss: 5.960, Acc: 0.314, Base Lr: 2.09e-03
2024-04-26 09:48:27 transreid.train INFO: Epoch 13 done. Time per epoch: 33.288[s] Speed: 830.6[samples/s]
2024-04-26 09:48:35 transreid.train INFO: Epoch[14] Iter[10/61] Loss: 6.055, Acc: 0.209, Base Lr: 2.25e-03
2024-04-26 09:48:41 transreid.train INFO: Epoch[14] Iter[20/61] Loss: 5.993, Acc: 0.215, Base Lr: 2.25e-03
2024-04-26 09:48:46 transreid.train INFO: Epoch[14] Iter[30/61] Loss: 5.909, Acc: 0.237, Base Lr: 2.25e-03
2024-04-26 09:48:52 transreid.train INFO: Epoch[14] Iter[40/61] Loss: 5.804, Acc: 0.273, Base Lr: 2.25e-03
2024-04-26 09:48:58 transreid.train INFO: Epoch[14] Iter[50/61] Loss: 5.652, Acc: 0.333, Base Lr: 2.25e-03
2024-04-26 09:49:00 transreid.train INFO: Epoch 14 done. Time per epoch: 33.515[s] Speed: 824.9[samples/s]
2024-04-26 09:49:08 transreid.train INFO: Epoch[15] Iter[10/61] Loss: 5.871, Acc: 0.211, Base Lr: 2.41e-03
2024-04-26 09:49:14 transreid.train INFO: Epoch[15] Iter[20/61] Loss: 5.803, Acc: 0.216, Base Lr: 2.41e-03
2024-04-26 09:49:20 transreid.train INFO: Epoch[15] Iter[30/61] Loss: 5.688, Acc: 0.245, Base Lr: 2.41e-03
2024-04-26 09:49:25 transreid.train INFO: Epoch[15] Iter[40/61] Loss: 5.564, Acc: 0.286, Base Lr: 2.41e-03
2024-04-26 09:49:31 transreid.train INFO: Epoch[15] Iter[50/61] Loss: 5.371, Acc: 0.357, Base Lr: 2.41e-03
2024-04-26 09:49:33 transreid.train INFO: Epoch 15 done. Time per epoch: 33.224[s] Speed: 832.2[samples/s]
2024-04-26 09:49:42 transreid.train INFO: Epoch[16] Iter[10/61] Loss: 5.538, Acc: 0.247, Base Lr: 2.57e-03
2024-04-26 09:49:47 transreid.train INFO: Epoch[16] Iter[20/61] Loss: 5.459, Acc: 0.266, Base Lr: 2.57e-03
2024-04-26 09:49:53 transreid.train INFO: Epoch[16] Iter[30/61] Loss: 5.355, Acc: 0.289, Base Lr: 2.57e-03
2024-04-26 09:49:58 transreid.train INFO: Epoch[16] Iter[40/61] Loss: 5.221, Acc: 0.325, Base Lr: 2.57e-03
2024-04-26 09:50:04 transreid.train INFO: Epoch[16] Iter[50/61] Loss: 5.027, Acc: 0.386, Base Lr: 2.57e-03
2024-04-26 09:50:06 transreid.train INFO: Epoch 16 done. Time per epoch: 32.963[s] Speed: 838.8[samples/s]
2024-04-26 09:50:15 transreid.train INFO: Epoch[17] Iter[10/61] Loss: 5.278, Acc: 0.268, Base Lr: 2.72e-03
2024-04-26 09:50:20 transreid.train INFO: Epoch[17] Iter[20/61] Loss: 5.183, Acc: 0.288, Base Lr: 2.72e-03
2024-04-26 09:50:26 transreid.train INFO: Epoch[17] Iter[30/61] Loss: 5.060, Acc: 0.311, Base Lr: 2.72e-03
2024-04-26 09:50:32 transreid.train INFO: Epoch[17] Iter[40/61] Loss: 4.915, Acc: 0.350, Base Lr: 2.72e-03
2024-04-26 09:50:37 transreid.train INFO: Epoch[17] Iter[50/61] Loss: 4.704, Acc: 0.418, Base Lr: 2.72e-03
2024-04-26 09:50:39 transreid.train INFO: Epoch 17 done. Time per epoch: 32.648[s] Speed: 831.2[samples/s]
2024-04-26 09:50:47 transreid.train INFO: Epoch[18] Iter[10/61] Loss: 5.005, Acc: 0.304, Base Lr: 2.88e-03
2024-04-26 09:50:53 transreid.train INFO: Epoch[18] Iter[20/61] Loss: 4.881, Acc: 0.321, Base Lr: 2.88e-03
2024-04-26 09:50:59 transreid.train INFO: Epoch[18] Iter[30/61] Loss: 4.772, Acc: 0.340, Base Lr: 2.88e-03
2024-04-26 09:51:05 transreid.train INFO: Epoch[18] Iter[40/61] Loss: 4.631, Acc: 0.381, Base Lr: 2.88e-03
2024-04-26 09:51:10 transreid.train INFO: Epoch[18] Iter[50/61] Loss: 4.400, Acc: 0.452, Base Lr: 2.88e-03
2024-04-26 09:51:12 transreid.train INFO: Epoch 18 done. Time per epoch: 33.123[s] Speed: 819.2[samples/s]
2024-04-26 09:51:21 transreid.train INFO: Epoch[19] Iter[10/61] Loss: 4.634, Acc: 0.340, Base Lr: 3.04e-03
2024-04-26 09:51:26 transreid.train INFO: Epoch[19] Iter[20/61] Loss: 4.583, Acc: 0.349, Base Lr: 3.04e-03
2024-04-26 09:51:32 transreid.train INFO: Epoch[19] Iter[30/61] Loss: 4.488, Acc: 0.375, Base Lr: 3.04e-03
2024-04-26 09:51:38 transreid.train INFO: Epoch[19] Iter[40/61] Loss: 4.324, Acc: 0.422, Base Lr: 3.04e-03
2024-04-26 09:51:44 transreid.train INFO: Epoch[19] Iter[50/61] Loss: 4.092, Acc: 0.489, Base Lr: 3.04e-03
2024-04-26 09:51:45 transreid.train INFO: Epoch 19 done. Time per epoch: 33.218[s] Speed: 816.9[samples/s]
2024-04-26 09:51:54 transreid.train INFO: Epoch[20] Iter[10/61] Loss: 4.468, Acc: 0.359, Base Lr: 2.99e-03
2024-04-26 09:52:00 transreid.train INFO: Epoch[20] Iter[20/61] Loss: 4.384, Acc: 0.380, Base Lr: 2.99e-03
2024-04-26 09:52:05 transreid.train INFO: Epoch[20] Iter[30/61] Loss: 4.212, Acc: 0.417, Base Lr: 2.99e-03
2024-04-26 09:52:11 transreid.train INFO: Epoch[20] Iter[40/61] Loss: 4.031, Acc: 0.463, Base Lr: 2.99e-03
2024-04-26 09:52:17 transreid.train INFO: Epoch[20] Iter[50/61] Loss: 3.775, Acc: 0.534, Base Lr: 2.99e-03
2024-04-26 09:52:19 transreid.train INFO: Epoch 20 done. Time per epoch: 33.910[s] Speed: 815.3[samples/s]
2024-04-26 09:52:28 transreid.train INFO: Epoch[21] Iter[10/61] Loss: 4.106, Acc: 0.425, Base Lr: 2.96e-03
2024-04-26 09:52:33 transreid.train INFO: Epoch[21] Iter[20/61] Loss: 3.984, Acc: 0.444, Base Lr: 2.96e-03
2024-04-26 09:52:39 transreid.train INFO: Epoch[21] Iter[30/61] Loss: 3.883, Acc: 0.467, Base Lr: 2.96e-03
2024-04-26 09:52:45 transreid.train INFO: Epoch[21] Iter[40/61] Loss: 3.697, Acc: 0.516, Base Lr: 2.96e-03
2024-04-26 09:52:50 transreid.train INFO: Epoch[21] Iter[50/61] Loss: 3.456, Acc: 0.576, Base Lr: 2.96e-03
2024-04-26 09:52:52 transreid.train INFO: Epoch 21 done. Time per epoch: 32.846[s] Speed: 826.2[samples/s]
2024-04-26 09:53:00 transreid.train INFO: Epoch[22] Iter[10/61] Loss: 3.928, Acc: 0.441, Base Lr: 2.94e-03
2024-04-26 09:53:06 transreid.train INFO: Epoch[22] Iter[20/61] Loss: 3.761, Acc: 0.473, Base Lr: 2.94e-03
2024-04-26 09:53:12 transreid.train INFO: Epoch[22] Iter[30/61] Loss: 3.626, Acc: 0.506, Base Lr: 2.94e-03
2024-04-26 09:53:17 transreid.train INFO: Epoch[22] Iter[40/61] Loss: 3.443, Acc: 0.554, Base Lr: 2.94e-03
2024-04-26 09:53:23 transreid.train INFO: Epoch[22] Iter[50/61] Loss: 3.198, Acc: 0.616, Base Lr: 2.94e-03
2024-04-26 09:53:25 transreid.train INFO: Epoch 22 done. Time per epoch: 32.687[s] Speed: 830.2[samples/s]
2024-04-26 09:53:33 transreid.train INFO: Epoch[23] Iter[10/61] Loss: 3.700, Acc: 0.468, Base Lr: 2.92e-03
2024-04-26 09:53:39 transreid.train INFO: Epoch[23] Iter[20/61] Loss: 3.529, Acc: 0.504, Base Lr: 2.92e-03
2024-04-26 09:53:45 transreid.train INFO: Epoch[23] Iter[30/61] Loss: 3.371, Acc: 0.546, Base Lr: 2.92e-03
2024-04-26 09:53:50 transreid.train INFO: Epoch[23] Iter[40/61] Loss: 3.168, Acc: 0.596, Base Lr: 2.92e-03
2024-04-26 09:53:56 transreid.train INFO: Epoch[23] Iter[50/61] Loss: 2.918, Acc: 0.655, Base Lr: 2.92e-03
2024-04-26 09:53:58 transreid.train INFO: Epoch 23 done. Time per epoch: 33.369[s] Speed: 828.5[samples/s]
2024-04-26 09:54:06 transreid.train INFO: Epoch[24] Iter[10/61] Loss: 3.422, Acc: 0.512, Base Lr: 2.90e-03
2024-04-26 09:54:12 transreid.train INFO: Epoch[24] Iter[20/61] Loss: 3.291, Acc: 0.543, Base Lr: 2.90e-03
2024-04-26 09:54:18 transreid.train INFO: Epoch[24] Iter[30/61] Loss: 3.127, Acc: 0.582, Base Lr: 2.90e-03
2024-04-26 09:54:23 transreid.train INFO: Epoch[24] Iter[40/61] Loss: 2.921, Acc: 0.633, Base Lr: 2.90e-03
2024-04-26 09:54:29 transreid.train INFO: Epoch[24] Iter[50/61] Loss: 2.692, Acc: 0.687, Base Lr: 2.90e-03
2024-04-26 09:54:31 transreid.train INFO: Epoch 24 done. Time per epoch: 32.987[s] Speed: 838.1[samples/s]
2024-04-26 09:54:39 transreid.train INFO: Epoch[25] Iter[10/61] Loss: 3.209, Acc: 0.548, Base Lr: 2.87e-03
2024-04-26 09:54:45 transreid.train INFO: Epoch[25] Iter[20/61] Loss: 3.033, Acc: 0.586, Base Lr: 2.87e-03
2024-04-26 09:54:51 transreid.train INFO: Epoch[25] Iter[30/61] Loss: 2.868, Acc: 0.625, Base Lr: 2.87e-03
2024-04-26 09:54:56 transreid.train INFO: Epoch[25] Iter[40/61] Loss: 2.679, Acc: 0.668, Base Lr: 2.87e-03
2024-04-26 09:55:02 transreid.train INFO: Epoch[25] Iter[50/61] Loss: 2.458, Acc: 0.718, Base Lr: 2.87e-03
2024-04-26 09:55:04 transreid.train INFO: Epoch 25 done. Time per epoch: 32.545[s] Speed: 833.8[samples/s]
2024-04-26 09:55:12 transreid.train INFO: Epoch[26] Iter[10/61] Loss: 2.972, Acc: 0.577, Base Lr: 2.84e-03
2024-04-26 09:55:18 transreid.train INFO: Epoch[26] Iter[20/61] Loss: 2.826, Acc: 0.613, Base Lr: 2.84e-03
2024-04-26 09:55:24 transreid.train INFO: Epoch[26] Iter[30/61] Loss: 2.656, Acc: 0.653, Base Lr: 2.84e-03
2024-04-26 09:55:29 transreid.train INFO: Epoch[26] Iter[40/61] Loss: 2.479, Acc: 0.699, Base Lr: 2.84e-03
2024-04-26 09:55:35 transreid.train INFO: Epoch[26] Iter[50/61] Loss: 2.276, Acc: 0.745, Base Lr: 2.84e-03
2024-04-26 09:55:37 transreid.train INFO: Epoch 26 done. Time per epoch: 33.496[s] Speed: 825.4[samples/s]
2024-04-26 09:55:46 transreid.train INFO: Epoch[27] Iter[10/61] Loss: 2.790, Acc: 0.616, Base Lr: 2.82e-03
2024-04-26 09:55:51 transreid.train INFO: Epoch[27] Iter[20/61] Loss: 2.645, Acc: 0.648, Base Lr: 2.82e-03
2024-04-26 09:55:57 transreid.train INFO: Epoch[27] Iter[30/61] Loss: 2.472, Acc: 0.688, Base Lr: 2.82e-03
2024-04-26 09:56:03 transreid.train INFO: Epoch[27] Iter[40/61] Loss: 2.285, Acc: 0.732, Base Lr: 2.82e-03
2024-04-26 09:56:09 transreid.train INFO: Epoch[27] Iter[50/61] Loss: 2.076, Acc: 0.774, Base Lr: 2.82e-03
2024-04-26 09:56:11 transreid.train INFO: Epoch 27 done. Time per epoch: 33.723[s] Speed: 819.9[samples/s]
2024-04-26 09:56:19 transreid.train INFO: Epoch[28] Iter[10/61] Loss: 2.646, Acc: 0.630, Base Lr: 2.79e-03
2024-04-26 09:56:25 transreid.train INFO: Epoch[28] Iter[20/61] Loss: 2.495, Acc: 0.664, Base Lr: 2.79e-03
2024-04-26 09:56:31 transreid.train INFO: Epoch[28] Iter[30/61] Loss: 2.295, Acc: 0.712, Base Lr: 2.79e-03
2024-04-26 09:56:36 transreid.train INFO: Epoch[28] Iter[40/61] Loss: 2.101, Acc: 0.756, Base Lr: 2.79e-03
2024-04-26 09:56:42 transreid.train INFO: Epoch[28] Iter[50/61] Loss: 1.895, Acc: 0.797, Base Lr: 2.79e-03
2024-04-26 09:56:44 transreid.train INFO: Epoch 28 done. Time per epoch: 33.247[s] Speed: 831.6[samples/s]
2024-04-26 09:56:53 transreid.train INFO: Epoch[29] Iter[10/61] Loss: 2.336, Acc: 0.694, Base Lr: 2.76e-03
2024-04-26 09:56:58 transreid.train INFO: Epoch[29] Iter[20/61] Loss: 2.239, Acc: 0.710, Base Lr: 2.76e-03
2024-04-26 09:57:04 transreid.train INFO: Epoch[29] Iter[30/61] Loss: 2.091, Acc: 0.747, Base Lr: 2.76e-03
2024-04-26 09:57:10 transreid.train INFO: Epoch[29] Iter[40/61] Loss: 1.923, Acc: 0.782, Base Lr: 2.76e-03
2024-04-26 09:57:15 transreid.train INFO: Epoch[29] Iter[50/61] Loss: 1.742, Acc: 0.818, Base Lr: 2.76e-03
2024-04-26 09:57:17 transreid.train INFO: Epoch 29 done. Time per epoch: 32.807[s] Speed: 827.1[samples/s]
2024-04-26 09:57:25 transreid.train INFO: Epoch[30] Iter[10/61] Loss: 2.255, Acc: 0.701, Base Lr: 2.73e-03
2024-04-26 09:57:31 transreid.train INFO: Epoch[30] Iter[20/61] Loss: 2.102, Acc: 0.737, Base Lr: 2.73e-03
2024-04-26 09:57:37 transreid.train INFO: Epoch[30] Iter[30/61] Loss: 1.942, Acc: 0.770, Base Lr: 2.73e-03
2024-04-26 09:57:42 transreid.train INFO: Epoch[30] Iter[40/61] Loss: 1.769, Acc: 0.806, Base Lr: 2.73e-03
2024-04-26 09:57:48 transreid.train INFO: Epoch[30] Iter[50/61] Loss: 1.597, Acc: 0.837, Base Lr: 2.73e-03
2024-04-26 09:57:50 transreid.train INFO: Epoch 30 done. Time per epoch: 33.114[s] Speed: 834.9[samples/s]
2024-04-26 09:57:58 transreid.train INFO: Epoch[31] Iter[10/61] Loss: 1.996, Acc: 0.743, Base Lr: 2.70e-03
2024-04-26 09:58:04 transreid.train INFO: Epoch[31] Iter[20/61] Loss: 1.927, Acc: 0.761, Base Lr: 2.70e-03
2024-04-26 09:58:10 transreid.train INFO: Epoch[31] Iter[30/61] Loss: 1.802, Acc: 0.789, Base Lr: 2.70e-03
2024-04-26 09:58:15 transreid.train INFO: Epoch[31] Iter[40/61] Loss: 1.634, Acc: 0.823, Base Lr: 2.70e-03
2024-04-26 09:58:21 transreid.train INFO: Epoch[31] Iter[50/61] Loss: 1.475, Acc: 0.853, Base Lr: 2.70e-03
2024-04-26 09:58:23 transreid.train INFO: Epoch 31 done. Time per epoch: 33.104[s] Speed: 835.2[samples/s]
2024-04-26 09:58:32 transreid.train INFO: Epoch[32] Iter[10/61] Loss: 2.046, Acc: 0.729, Base Lr: 2.67e-03
2024-04-26 09:58:37 transreid.train INFO: Epoch[32] Iter[20/61] Loss: 1.878, Acc: 0.774, Base Lr: 2.67e-03
2024-04-26 09:58:43 transreid.train INFO: Epoch[32] Iter[30/61] Loss: 1.700, Acc: 0.809, Base Lr: 2.67e-03
2024-04-26 09:58:48 transreid.train INFO: Epoch[32] Iter[40/61] Loss: 1.508, Acc: 0.845, Base Lr: 2.67e-03
2024-04-26 09:58:54 transreid.train INFO: Epoch[32] Iter[50/61] Loss: 1.348, Acc: 0.872, Base Lr: 2.67e-03
2024-04-26 09:58:56 transreid.train INFO: Epoch 32 done. Time per epoch: 32.658[s] Speed: 830.9[samples/s]
2024-04-26 09:59:04 transreid.train INFO: Epoch[33] Iter[10/61] Loss: 1.793, Acc: 0.773, Base Lr: 2.64e-03
2024-04-26 09:59:10 transreid.train INFO: Epoch[33] Iter[20/61] Loss: 1.688, Acc: 0.799, Base Lr: 2.64e-03
2024-04-26 09:59:15 transreid.train INFO: Epoch[33] Iter[30/61] Loss: 1.544, Acc: 0.832, Base Lr: 2.64e-03
2024-04-26 09:59:21 transreid.train INFO: Epoch[33] Iter[40/61] Loss: 1.405, Acc: 0.860, Base Lr: 2.64e-03
2024-04-26 09:59:26 transreid.train INFO: Epoch[33] Iter[50/61] Loss: 1.263, Acc: 0.884, Base Lr: 2.64e-03
2024-04-26 09:59:29 transreid.train INFO: Epoch 33 done. Time per epoch: 32.821[s] Speed: 842.4[samples/s]
2024-04-26 09:59:37 transreid.train INFO: Epoch[34] Iter[10/61] Loss: 1.730, Acc: 0.789, Base Lr: 2.61e-03
2024-04-26 09:59:43 transreid.train INFO: Epoch[34] Iter[20/61] Loss: 1.599, Acc: 0.817, Base Lr: 2.61e-03
2024-04-26 09:59:48 transreid.train INFO: Epoch[34] Iter[30/61] Loss: 1.451, Acc: 0.847, Base Lr: 2.61e-03
2024-04-26 09:59:54 transreid.train INFO: Epoch[34] Iter[40/61] Loss: 1.299, Acc: 0.876, Base Lr: 2.61e-03
2024-04-26 10:00:00 transreid.train INFO: Epoch[34] Iter[50/61] Loss: 1.168, Acc: 0.897, Base Lr: 2.61e-03
2024-04-26 10:00:02 transreid.train INFO: Epoch 34 done. Time per epoch: 33.440[s] Speed: 826.8[samples/s]
2024-04-26 10:00:10 transreid.train INFO: Epoch[35] Iter[10/61] Loss: 1.592, Acc: 0.804, Base Lr: 2.58e-03
2024-04-26 10:00:16 transreid.train INFO: Epoch[35] Iter[20/61] Loss: 1.467, Acc: 0.836, Base Lr: 2.58e-03
2024-04-26 10:00:22 transreid.train INFO: Epoch[35] Iter[30/61] Loss: 1.326, Acc: 0.866, Base Lr: 2.58e-03
2024-04-26 10:00:28 transreid.train INFO: Epoch[35] Iter[40/61] Loss: 1.202, Acc: 0.889, Base Lr: 2.58e-03
2024-04-26 10:00:33 transreid.train INFO: Epoch[35] Iter[50/61] Loss: 1.088, Acc: 0.908, Base Lr: 2.58e-03
2024-04-26 10:00:36 transreid.train INFO: Epoch 35 done. Time per epoch: 33.622[s] Speed: 822.3[samples/s]
2024-04-26 10:00:44 transreid.train INFO: Epoch[36] Iter[10/61] Loss: 1.480, Acc: 0.829, Base Lr: 2.54e-03
2024-04-26 10:00:50 transreid.train INFO: Epoch[36] Iter[20/61] Loss: 1.382, Acc: 0.853, Base Lr: 2.54e-03
2024-04-26 10:00:56 transreid.train INFO: Epoch[36] Iter[30/61] Loss: 1.246, Acc: 0.877, Base Lr: 2.54e-03
2024-04-26 10:01:02 transreid.train INFO: Epoch[36] Iter[40/61] Loss: 1.123, Acc: 0.898, Base Lr: 2.54e-03
2024-04-26 10:01:07 transreid.train INFO: Epoch[36] Iter[50/61] Loss: 1.007, Acc: 0.916, Base Lr: 2.54e-03
2024-04-26 10:01:10 transreid.train INFO: Epoch 36 done. Time per epoch: 33.861[s] Speed: 816.5[samples/s]
2024-04-26 10:01:18 transreid.train INFO: Epoch[37] Iter[10/61] Loss: 1.366, Acc: 0.846, Base Lr: 2.51e-03
2024-04-26 10:01:23 transreid.train INFO: Epoch[37] Iter[20/61] Loss: 1.234, Acc: 0.872, Base Lr: 2.51e-03
2024-04-26 10:01:29 transreid.train INFO: Epoch[37] Iter[30/61] Loss: 1.137, Acc: 0.892, Base Lr: 2.51e-03
2024-04-26 10:01:35 transreid.train INFO: Epoch[37] Iter[40/61] Loss: 1.018, Acc: 0.911, Base Lr: 2.51e-03
2024-04-26 10:01:40 transreid.train INFO: Epoch[37] Iter[50/61] Loss: 0.917, Acc: 0.926, Base Lr: 2.51e-03
2024-04-26 10:01:43 transreid.train INFO: Epoch 37 done. Time per epoch: 32.971[s] Speed: 838.5[samples/s]
2024-04-26 10:01:51 transreid.train INFO: Epoch[38] Iter[10/61] Loss: 1.286, Acc: 0.857, Base Lr: 2.47e-03
2024-04-26 10:01:57 transreid.train INFO: Epoch[38] Iter[20/61] Loss: 1.160, Acc: 0.879, Base Lr: 2.47e-03
2024-04-26 10:02:02 transreid.train INFO: Epoch[38] Iter[30/61] Loss: 1.042, Acc: 0.904, Base Lr: 2.47e-03
2024-04-26 10:02:08 transreid.train INFO: Epoch[38] Iter[40/61] Loss: 0.945, Acc: 0.921, Base Lr: 2.47e-03
2024-04-26 10:02:13 transreid.train INFO: Epoch[38] Iter[50/61] Loss: 0.852, Acc: 0.935, Base Lr: 2.47e-03
2024-04-26 10:02:16 transreid.train INFO: Epoch 38 done. Time per epoch: 33.119[s] Speed: 834.8[samples/s]
2024-04-26 10:02:24 transreid.train INFO: Epoch[39] Iter[10/61] Loss: 1.236, Acc: 0.866, Base Lr: 2.44e-03
2024-04-26 10:02:30 transreid.train INFO: Epoch[39] Iter[20/61] Loss: 1.110, Acc: 0.889, Base Lr: 2.44e-03
2024-04-26 10:02:35 transreid.train INFO: Epoch[39] Iter[30/61] Loss: 1.006, Acc: 0.910, Base Lr: 2.44e-03
2024-04-26 10:02:41 transreid.train INFO: Epoch[39] Iter[40/61] Loss: 0.896, Acc: 0.927, Base Lr: 2.44e-03
2024-04-26 10:02:47 transreid.train INFO: Epoch[39] Iter[50/61] Loss: 0.804, Acc: 0.940, Base Lr: 2.44e-03
2024-04-26 10:02:49 transreid.train INFO: Epoch 39 done. Time per epoch: 33.316[s] Speed: 829.9[samples/s]
2024-04-26 10:02:57 transreid.train INFO: Epoch[40] Iter[10/61] Loss: 1.146, Acc: 0.879, Base Lr: 2.40e-03
2024-04-26 10:03:03 transreid.train INFO: Epoch[40] Iter[20/61] Loss: 1.020, Acc: 0.904, Base Lr: 2.40e-03
2024-04-26 10:03:09 transreid.train INFO: Epoch[40] Iter[30/61] Loss: 0.919, Acc: 0.922, Base Lr: 2.40e-03
2024-04-26 10:03:15 transreid.train INFO: Epoch[40] Iter[40/61] Loss: 0.832, Acc: 0.935, Base Lr: 2.40e-03
2024-04-26 10:03:20 transreid.train INFO: Epoch[40] Iter[50/61] Loss: 0.748, Acc: 0.946, Base Lr: 2.40e-03
2024-04-26 10:03:23 transreid.train INFO: Epoch 40 done. Time per epoch: 33.841[s] Speed: 817.0[samples/s]
2024-04-26 10:05:53 transreid.train INFO: Validation Results - Epoch: 40
2024-04-26 10:05:53 transreid.train INFO: mAP: 65.3%
2024-04-26 10:05:53 transreid.train INFO: CMC curve, Rank-1  :84.0%
2024-04-26 10:05:53 transreid.train INFO: CMC curve, Rank-5  :91.4%
2024-04-26 10:05:53 transreid.train INFO: CMC curve, Rank-10 :93.3%
2024-04-26 10:06:04 transreid.train INFO: Epoch[41] Iter[10/61] Loss: 1.049, Acc: 0.896, Base Lr: 2.37e-03
2024-04-26 10:06:09 transreid.train INFO: Epoch[41] Iter[20/61] Loss: 0.961, Acc: 0.912, Base Lr: 2.37e-03
2024-04-26 10:06:15 transreid.train INFO: Epoch[41] Iter[30/61] Loss: 0.861, Acc: 0.930, Base Lr: 2.37e-03
2024-04-26 10:06:21 transreid.train INFO: Epoch[41] Iter[40/61] Loss: 0.774, Acc: 0.943, Base Lr: 2.37e-03
2024-04-26 10:06:26 transreid.train INFO: Epoch[41] Iter[50/61] Loss: 0.692, Acc: 0.953, Base Lr: 2.37e-03
2024-04-26 10:06:29 transreid.train INFO: Epoch 41 done. Time per epoch: 35.620[s] Speed: 776.2[samples/s]
2024-04-26 10:06:39 transreid.train INFO: Epoch[42] Iter[10/61] Loss: 0.954, Acc: 0.912, Base Lr: 2.33e-03
2024-04-26 10:06:45 transreid.train INFO: Epoch[42] Iter[20/61] Loss: 0.904, Acc: 0.921, Base Lr: 2.33e-03
2024-04-26 10:06:51 transreid.train INFO: Epoch[42] Iter[30/61] Loss: 0.816, Acc: 0.935, Base Lr: 2.33e-03
2024-04-26 10:06:56 transreid.train INFO: Epoch[42] Iter[40/61] Loss: 0.726, Acc: 0.948, Base Lr: 2.33e-03
2024-04-26 10:07:02 transreid.train INFO: Epoch[42] Iter[50/61] Loss: 0.652, Acc: 0.956, Base Lr: 2.33e-03
2024-04-26 10:07:04 transreid.train INFO: Epoch 42 done. Time per epoch: 35.170[s] Speed: 771.6[samples/s]
2024-04-26 10:07:14 transreid.train INFO: Epoch[43] Iter[10/61] Loss: 0.915, Acc: 0.910, Base Lr: 2.29e-03
2024-04-26 10:07:20 transreid.train INFO: Epoch[43] Iter[20/61] Loss: 0.836, Acc: 0.928, Base Lr: 2.29e-03
2024-04-26 10:07:26 transreid.train INFO: Epoch[43] Iter[30/61] Loss: 0.760, Acc: 0.942, Base Lr: 2.29e-03
2024-04-26 10:07:32 transreid.train INFO: Epoch[43] Iter[40/61] Loss: 0.679, Acc: 0.953, Base Lr: 2.29e-03
2024-04-26 10:07:38 transreid.train INFO: Epoch[43] Iter[50/61] Loss: 0.606, Acc: 0.962, Base Lr: 2.29e-03
2024-04-26 10:07:41 transreid.train INFO: Epoch 43 done. Time per epoch: 36.425[s] Speed: 759.0[samples/s]
2024-04-26 10:07:51 transreid.train INFO: Epoch[44] Iter[10/61] Loss: 0.863, Acc: 0.922, Base Lr: 2.25e-03
2024-04-26 10:07:57 transreid.train INFO: Epoch[44] Iter[20/61] Loss: 0.779, Acc: 0.937, Base Lr: 2.25e-03
2024-04-26 10:08:02 transreid.train INFO: Epoch[44] Iter[30/61] Loss: 0.709, Acc: 0.950, Base Lr: 2.25e-03
2024-04-26 10:08:08 transreid.train INFO: Epoch[44] Iter[40/61] Loss: 0.637, Acc: 0.959, Base Lr: 2.25e-03
2024-04-26 10:08:13 transreid.train INFO: Epoch[44] Iter[50/61] Loss: 0.573, Acc: 0.966, Base Lr: 2.25e-03
2024-04-26 10:08:16 transreid.train INFO: Epoch 44 done. Time per epoch: 35.742[s] Speed: 773.5[samples/s]
2024-04-26 10:08:27 transreid.train INFO: Epoch[45] Iter[10/61] Loss: 0.809, Acc: 0.927, Base Lr: 2.21e-03
2024-04-26 10:08:32 transreid.train INFO: Epoch[45] Iter[20/61] Loss: 0.750, Acc: 0.941, Base Lr: 2.21e-03
2024-04-26 10:08:38 transreid.train INFO: Epoch[45] Iter[30/61] Loss: 0.668, Acc: 0.952, Base Lr: 2.21e-03
2024-04-26 10:08:44 transreid.train INFO: Epoch[45] Iter[40/61] Loss: 0.600, Acc: 0.962, Base Lr: 2.21e-03
2024-04-26 10:08:49 transreid.train INFO: Epoch[45] Iter[50/61] Loss: 0.541, Acc: 0.968, Base Lr: 2.21e-03
2024-04-26 10:08:52 transreid.train INFO: Epoch 45 done. Time per epoch: 35.419[s] Speed: 766.1[samples/s]
2024-04-26 10:09:02 transreid.train INFO: Epoch[46] Iter[10/61] Loss: 0.777, Acc: 0.934, Base Lr: 2.18e-03
2024-04-26 10:09:08 transreid.train INFO: Epoch[46] Iter[20/61] Loss: 0.702, Acc: 0.947, Base Lr: 2.18e-03
2024-04-26 10:09:14 transreid.train INFO: Epoch[46] Iter[30/61] Loss: 0.616, Acc: 0.958, Base Lr: 2.18e-03
2024-04-26 10:09:19 transreid.train INFO: Epoch[46] Iter[40/61] Loss: 0.551, Acc: 0.967, Base Lr: 2.18e-03
2024-04-26 10:09:25 transreid.train INFO: Epoch[46] Iter[50/61] Loss: 0.499, Acc: 0.972, Base Lr: 2.18e-03
2024-04-26 10:09:28 transreid.train INFO: Epoch 46 done. Time per epoch: 35.863[s] Speed: 770.9[samples/s]
2024-04-26 10:09:38 transreid.train INFO: Epoch[47] Iter[10/61] Loss: 0.744, Acc: 0.938, Base Lr: 2.14e-03
2024-04-26 10:09:44 transreid.train INFO: Epoch[47] Iter[20/61] Loss: 0.663, Acc: 0.952, Base Lr: 2.14e-03
2024-04-26 10:09:49 transreid.train INFO: Epoch[47] Iter[30/61] Loss: 0.592, Acc: 0.960, Base Lr: 2.14e-03
2024-04-26 10:09:55 transreid.train INFO: Epoch[47] Iter[40/61] Loss: 0.529, Acc: 0.968, Base Lr: 2.14e-03
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2024-04-26 10:10:14 transreid.train INFO: Epoch[48] Iter[10/61] Loss: 0.666, Acc: 0.942, Base Lr: 2.10e-03
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2024-04-26 10:10:39 transreid.train INFO: Epoch 48 done. Time per epoch: 35.501[s] Speed: 778.8[samples/s]
2024-04-26 10:10:49 transreid.train INFO: Epoch[49] Iter[10/61] Loss: 0.643, Acc: 0.948, Base Lr: 2.06e-03
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2024-04-26 10:11:14 transreid.train INFO: Epoch 49 done. Time per epoch: 35.183[s] Speed: 785.8[samples/s]
2024-04-26 10:11:24 transreid.train INFO: Epoch[50] Iter[10/61] Loss: 0.608, Acc: 0.950, Base Lr: 2.02e-03
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2024-04-26 10:11:50 transreid.train INFO: Epoch 50 done. Time per epoch: 35.589[s] Speed: 776.9[samples/s]
2024-04-26 10:12:00 transreid.train INFO: Epoch[51] Iter[10/61] Loss: 0.618, Acc: 0.951, Base Lr: 1.98e-03
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2024-04-26 10:12:26 transreid.train INFO: Epoch 51 done. Time per epoch: 35.922[s] Speed: 769.7[samples/s]
2024-04-26 10:12:36 transreid.train INFO: Epoch[52] Iter[10/61] Loss: 0.580, Acc: 0.952, Base Lr: 1.94e-03
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2024-04-26 10:13:00 transreid.train INFO: Epoch 52 done. Time per epoch: 34.767[s] Speed: 780.5[samples/s]
2024-04-26 10:13:11 transreid.train INFO: Epoch[53] Iter[10/61] Loss: 0.485, Acc: 0.968, Base Lr: 1.89e-03
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2024-04-26 10:13:36 transreid.train INFO: Epoch 53 done. Time per epoch: 35.647[s] Speed: 775.6[samples/s]
2024-04-26 10:13:46 transreid.train INFO: Epoch[54] Iter[10/61] Loss: 0.473, Acc: 0.963, Base Lr: 1.85e-03
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2024-04-26 10:14:12 transreid.train INFO: Epoch 54 done. Time per epoch: 35.555[s] Speed: 777.6[samples/s]
2024-04-26 10:14:22 transreid.train INFO: Epoch[55] Iter[10/61] Loss: 0.461, Acc: 0.970, Base Lr: 1.81e-03
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2024-04-26 10:14:47 transreid.train INFO: Epoch 55 done. Time per epoch: 35.501[s] Speed: 778.8[samples/s]
2024-04-26 10:14:57 transreid.train INFO: Epoch[56] Iter[10/61] Loss: 0.465, Acc: 0.965, Base Lr: 1.77e-03
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2024-04-26 10:15:23 transreid.train INFO: Epoch 56 done. Time per epoch: 35.530[s] Speed: 778.2[samples/s]
2024-04-26 10:15:33 transreid.train INFO: Epoch[57] Iter[10/61] Loss: 0.482, Acc: 0.962, Base Lr: 1.73e-03
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2024-04-26 10:15:58 transreid.train INFO: Epoch 57 done. Time per epoch: 35.168[s] Speed: 771.6[samples/s]
2024-04-26 10:16:08 transreid.train INFO: Epoch[58] Iter[10/61] Loss: 0.409, Acc: 0.973, Base Lr: 1.69e-03
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2024-04-26 10:16:34 transreid.train INFO: Epoch 58 done. Time per epoch: 35.848[s] Speed: 771.3[samples/s]
2024-04-26 10:16:44 transreid.train INFO: Epoch[59] Iter[10/61] Loss: 0.399, Acc: 0.973, Base Lr: 1.64e-03
2024-04-26 10:16:50 transreid.train INFO: Epoch[59] Iter[20/61] Loss: 0.358, Acc: 0.978, Base Lr: 1.64e-03
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2024-04-26 10:17:10 transreid.train INFO: Epoch 59 done. Time per epoch: 35.853[s] Speed: 771.1[samples/s]
2024-04-26 10:17:20 transreid.train INFO: Epoch[60] Iter[10/61] Loss: 0.378, Acc: 0.978, Base Lr: 1.60e-03
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2024-04-26 10:17:46 transreid.train INFO: Epoch 60 done. Time per epoch: 36.137[s] Speed: 765.1[samples/s]
2024-04-26 10:17:56 transreid.train INFO: Epoch[61] Iter[10/61] Loss: 0.363, Acc: 0.981, Base Lr: 1.56e-03
2024-04-26 10:18:02 transreid.train INFO: Epoch[61] Iter[20/61] Loss: 0.328, Acc: 0.984, Base Lr: 1.56e-03
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2024-04-26 10:18:22 transreid.train INFO: Epoch 61 done. Time per epoch: 35.888[s] Speed: 770.4[samples/s]
2024-04-26 10:18:32 transreid.train INFO: Epoch[62] Iter[10/61] Loss: 0.362, Acc: 0.975, Base Lr: 1.52e-03
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2024-04-26 10:18:58 transreid.train INFO: Epoch 62 done. Time per epoch: 36.276[s] Speed: 762.2[samples/s]
2024-04-26 10:19:08 transreid.train INFO: Epoch[63] Iter[10/61] Loss: 0.363, Acc: 0.979, Base Lr: 1.48e-03
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2024-04-26 10:19:33 transreid.train INFO: Epoch 63 done. Time per epoch: 34.813[s] Speed: 779.5[samples/s]
2024-04-26 10:19:43 transreid.train INFO: Epoch[64] Iter[10/61] Loss: 0.309, Acc: 0.984, Base Lr: 1.44e-03
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2024-04-26 10:20:09 transreid.train INFO: Epoch 64 done. Time per epoch: 36.075[s] Speed: 766.4[samples/s]
2024-04-26 10:20:19 transreid.train INFO: Epoch[65] Iter[10/61] Loss: 0.302, Acc: 0.987, Base Lr: 1.39e-03
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2024-04-26 10:20:44 transreid.train INFO: Epoch 65 done. Time per epoch: 35.585[s] Speed: 777.0[samples/s]
2024-04-26 10:20:55 transreid.train INFO: Epoch[66] Iter[10/61] Loss: 0.306, Acc: 0.986, Base Lr: 1.35e-03
2024-04-26 10:21:00 transreid.train INFO: Epoch[66] Iter[20/61] Loss: 0.273, Acc: 0.990, Base Lr: 1.35e-03
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2024-04-26 10:21:20 transreid.train INFO: Epoch 66 done. Time per epoch: 35.522[s] Speed: 778.3[samples/s]
2024-04-26 10:21:30 transreid.train INFO: Epoch[67] Iter[10/61] Loss: 0.308, Acc: 0.987, Base Lr: 1.31e-03
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2024-04-26 10:21:55 transreid.train INFO: Epoch 67 done. Time per epoch: 35.538[s] Speed: 763.6[samples/s]
2024-04-26 10:22:06 transreid.train INFO: Epoch[68] Iter[10/61] Loss: 0.271, Acc: 0.989, Base Lr: 1.27e-03
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2024-04-26 10:22:31 transreid.train INFO: Epoch 68 done. Time per epoch: 35.715[s] Speed: 774.1[samples/s]
2024-04-26 10:22:41 transreid.train INFO: Epoch[69] Iter[10/61] Loss: 0.302, Acc: 0.986, Base Lr: 1.23e-03
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2024-04-26 10:23:07 transreid.train INFO: Epoch 69 done. Time per epoch: 35.812[s] Speed: 772.0[samples/s]
2024-04-26 10:23:17 transreid.train INFO: Epoch[70] Iter[10/61] Loss: 0.264, Acc: 0.990, Base Lr: 1.19e-03
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2024-04-26 10:23:42 transreid.train INFO: Epoch 70 done. Time per epoch: 35.069[s] Speed: 773.8[samples/s]
2024-04-26 10:23:52 transreid.train INFO: Epoch[71] Iter[10/61] Loss: 0.286, Acc: 0.986, Base Lr: 1.15e-03
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2024-04-26 10:24:17 transreid.train INFO: Epoch 71 done. Time per epoch: 35.259[s] Speed: 769.6[samples/s]
2024-04-26 10:24:28 transreid.train INFO: Epoch[72] Iter[10/61] Loss: 0.253, Acc: 0.990, Base Lr: 1.11e-03
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2024-04-26 10:24:53 transreid.train INFO: Epoch 72 done. Time per epoch: 35.706[s] Speed: 774.3[samples/s]
2024-04-26 10:25:03 transreid.train INFO: Epoch[73] Iter[10/61] Loss: 0.261, Acc: 0.989, Base Lr: 1.07e-03
2024-04-26 10:25:09 transreid.train INFO: Epoch[73] Iter[20/61] Loss: 0.238, Acc: 0.992, Base Lr: 1.07e-03
2024-04-26 10:25:14 transreid.train INFO: Epoch[73] Iter[30/61] Loss: 0.211, Acc: 0.994, Base Lr: 1.07e-03
2024-04-26 10:25:20 transreid.train INFO: Epoch[73] Iter[40/61] Loss: 0.186, Acc: 0.995, Base Lr: 1.07e-03
2024-04-26 10:25:26 transreid.train INFO: Epoch[73] Iter[50/61] Loss: 0.170, Acc: 0.995, Base Lr: 1.07e-03
2024-04-26 10:25:29 transreid.train INFO: Epoch 73 done. Time per epoch: 35.609[s] Speed: 776.4[samples/s]
2024-04-26 10:25:39 transreid.train INFO: Epoch[74] Iter[10/61] Loss: 0.244, Acc: 0.991, Base Lr: 1.03e-03
2024-04-26 10:25:44 transreid.train INFO: Epoch[74] Iter[20/61] Loss: 0.217, Acc: 0.993, Base Lr: 1.03e-03
2024-04-26 10:25:50 transreid.train INFO: Epoch[74] Iter[30/61] Loss: 0.195, Acc: 0.994, Base Lr: 1.03e-03
2024-04-26 10:25:56 transreid.train INFO: Epoch[74] Iter[40/61] Loss: 0.179, Acc: 0.995, Base Lr: 1.03e-03
2024-04-26 10:26:01 transreid.train INFO: Epoch[74] Iter[50/61] Loss: 0.166, Acc: 0.995, Base Lr: 1.03e-03
2024-04-26 10:26:04 transreid.train INFO: Epoch 74 done. Time per epoch: 35.703[s] Speed: 774.4[samples/s]
2024-04-26 10:26:15 transreid.train INFO: Epoch[75] Iter[10/61] Loss: 0.255, Acc: 0.990, Base Lr: 9.92e-04
2024-04-26 10:26:20 transreid.train INFO: Epoch[75] Iter[20/61] Loss: 0.232, Acc: 0.992, Base Lr: 9.92e-04
2024-04-26 10:26:26 transreid.train INFO: Epoch[75] Iter[30/61] Loss: 0.206, Acc: 0.994, Base Lr: 9.92e-04
2024-04-26 10:26:32 transreid.train INFO: Epoch[75] Iter[40/61] Loss: 0.183, Acc: 0.995, Base Lr: 9.92e-04
2024-04-26 10:26:37 transreid.train INFO: Epoch[75] Iter[50/61] Loss: 0.164, Acc: 0.996, Base Lr: 9.92e-04
2024-04-26 10:26:40 transreid.train INFO: Epoch 75 done. Time per epoch: 35.855[s] Speed: 771.1[samples/s]
2024-04-26 10:26:50 transreid.train INFO: Epoch[76] Iter[10/61] Loss: 0.235, Acc: 0.992, Base Lr: 9.54e-04
2024-04-26 10:26:56 transreid.train INFO: Epoch[76] Iter[20/61] Loss: 0.210, Acc: 0.994, Base Lr: 9.54e-04
2024-04-26 10:27:02 transreid.train INFO: Epoch[76] Iter[30/61] Loss: 0.191, Acc: 0.995, Base Lr: 9.54e-04
2024-04-26 10:27:07 transreid.train INFO: Epoch[76] Iter[40/61] Loss: 0.172, Acc: 0.996, Base Lr: 9.54e-04
2024-04-26 10:27:13 transreid.train INFO: Epoch[76] Iter[50/61] Loss: 0.156, Acc: 0.996, Base Lr: 9.54e-04
2024-04-26 10:27:15 transreid.train INFO: Epoch 76 done. Time per epoch: 35.085[s] Speed: 773.4[samples/s]
2024-04-26 10:27:25 transreid.train INFO: Epoch[77] Iter[10/61] Loss: 0.232, Acc: 0.993, Base Lr: 9.16e-04
2024-04-26 10:27:31 transreid.train INFO: Epoch[77] Iter[20/61] Loss: 0.209, Acc: 0.994, Base Lr: 9.16e-04
2024-04-26 10:27:37 transreid.train INFO: Epoch[77] Iter[30/61] Loss: 0.190, Acc: 0.994, Base Lr: 9.16e-04
2024-04-26 10:27:42 transreid.train INFO: Epoch[77] Iter[40/61] Loss: 0.174, Acc: 0.996, Base Lr: 9.16e-04
2024-04-26 10:27:48 transreid.train INFO: Epoch[77] Iter[50/61] Loss: 0.161, Acc: 0.996, Base Lr: 9.16e-04
2024-04-26 10:27:51 transreid.train INFO: Epoch 77 done. Time per epoch: 35.497[s] Speed: 778.9[samples/s]
2024-04-26 10:28:01 transreid.train INFO: Epoch[78] Iter[10/61] Loss: 0.220, Acc: 0.992, Base Lr: 8.78e-04
2024-04-26 10:28:07 transreid.train INFO: Epoch[78] Iter[20/61] Loss: 0.189, Acc: 0.995, Base Lr: 8.78e-04
2024-04-26 10:28:12 transreid.train INFO: Epoch[78] Iter[30/61] Loss: 0.172, Acc: 0.996, Base Lr: 8.78e-04
2024-04-26 10:28:18 transreid.train INFO: Epoch[78] Iter[40/61] Loss: 0.156, Acc: 0.996, Base Lr: 8.78e-04
2024-04-26 10:28:24 transreid.train INFO: Epoch[78] Iter[50/61] Loss: 0.146, Acc: 0.997, Base Lr: 8.78e-04
2024-04-26 10:28:26 transreid.train INFO: Epoch 78 done. Time per epoch: 35.723[s] Speed: 774.0[samples/s]
2024-04-26 10:28:37 transreid.train INFO: Epoch[79] Iter[10/61] Loss: 0.214, Acc: 0.992, Base Lr: 8.41e-04
2024-04-26 10:28:43 transreid.train INFO: Epoch[79] Iter[20/61] Loss: 0.184, Acc: 0.995, Base Lr: 8.41e-04
2024-04-26 10:28:48 transreid.train INFO: Epoch[79] Iter[30/61] Loss: 0.167, Acc: 0.996, Base Lr: 8.41e-04
2024-04-26 10:28:54 transreid.train INFO: Epoch[79] Iter[40/61] Loss: 0.156, Acc: 0.996, Base Lr: 8.41e-04
2024-04-26 10:29:00 transreid.train INFO: Epoch[79] Iter[50/61] Loss: 0.143, Acc: 0.997, Base Lr: 8.41e-04
2024-04-26 10:29:02 transreid.train INFO: Epoch 79 done. Time per epoch: 36.046[s] Speed: 767.0[samples/s]
2024-04-26 10:29:13 transreid.train INFO: Epoch[80] Iter[10/61] Loss: 0.210, Acc: 0.992, Base Lr: 8.05e-04
2024-04-26 10:29:18 transreid.train INFO: Epoch[80] Iter[20/61] Loss: 0.193, Acc: 0.994, Base Lr: 8.05e-04
2024-04-26 10:29:24 transreid.train INFO: Epoch[80] Iter[30/61] Loss: 0.173, Acc: 0.995, Base Lr: 8.05e-04
2024-04-26 10:29:30 transreid.train INFO: Epoch[80] Iter[40/61] Loss: 0.155, Acc: 0.996, Base Lr: 8.05e-04
2024-04-26 10:29:35 transreid.train INFO: Epoch[80] Iter[50/61] Loss: 0.143, Acc: 0.997, Base Lr: 8.05e-04
2024-04-26 10:29:38 transreid.train INFO: Epoch 80 done. Time per epoch: 35.959[s] Speed: 768.9[samples/s]
2024-04-26 10:32:08 transreid.train INFO: Validation Results - Epoch: 80
2024-04-26 10:32:08 transreid.train INFO: mAP: 69.3%
2024-04-26 10:32:08 transreid.train INFO: CMC curve, Rank-1  :86.1%
2024-04-26 10:32:08 transreid.train INFO: CMC curve, Rank-5  :92.7%
2024-04-26 10:32:08 transreid.train INFO: CMC curve, Rank-10 :94.2%
2024-04-26 10:32:19 transreid.train INFO: Epoch[81] Iter[10/61] Loss: 0.207, Acc: 0.995, Base Lr: 7.69e-04
2024-04-26 10:32:25 transreid.train INFO: Epoch[81] Iter[20/61] Loss: 0.187, Acc: 0.995, Base Lr: 7.69e-04
2024-04-26 10:32:31 transreid.train INFO: Epoch[81] Iter[30/61] Loss: 0.168, Acc: 0.996, Base Lr: 7.69e-04
2024-04-26 10:32:36 transreid.train INFO: Epoch[81] Iter[40/61] Loss: 0.150, Acc: 0.997, Base Lr: 7.69e-04
2024-04-26 10:32:42 transreid.train INFO: Epoch[81] Iter[50/61] Loss: 0.137, Acc: 0.997, Base Lr: 7.69e-04
2024-04-26 10:32:44 transreid.train INFO: Epoch 81 done. Time per epoch: 35.875[s] Speed: 756.4[samples/s]
2024-04-26 10:32:56 transreid.train INFO: Epoch[82] Iter[10/61] Loss: 0.199, Acc: 0.993, Base Lr: 7.34e-04
2024-04-26 10:33:01 transreid.train INFO: Epoch[82] Iter[20/61] Loss: 0.179, Acc: 0.996, Base Lr: 7.34e-04
2024-04-26 10:33:07 transreid.train INFO: Epoch[82] Iter[30/61] Loss: 0.159, Acc: 0.997, Base Lr: 7.34e-04
2024-04-26 10:33:13 transreid.train INFO: Epoch[82] Iter[40/61] Loss: 0.145, Acc: 0.997, Base Lr: 7.34e-04
2024-04-26 10:33:18 transreid.train INFO: Epoch[82] Iter[50/61] Loss: 0.135, Acc: 0.997, Base Lr: 7.34e-04
2024-04-26 10:33:21 transreid.train INFO: Epoch 82 done. Time per epoch: 37.099[s] Speed: 745.2[samples/s]
2024-04-26 10:33:32 transreid.train INFO: Epoch[83] Iter[10/61] Loss: 0.205, Acc: 0.994, Base Lr: 6.99e-04
2024-04-26 10:33:38 transreid.train INFO: Epoch[83] Iter[20/61] Loss: 0.177, Acc: 0.995, Base Lr: 6.99e-04
2024-04-26 10:33:43 transreid.train INFO: Epoch[83] Iter[30/61] Loss: 0.159, Acc: 0.996, Base Lr: 6.99e-04
2024-04-26 10:33:49 transreid.train INFO: Epoch[83] Iter[40/61] Loss: 0.146, Acc: 0.997, Base Lr: 6.99e-04
2024-04-26 10:33:55 transreid.train INFO: Epoch[83] Iter[50/61] Loss: 0.132, Acc: 0.997, Base Lr: 6.99e-04
2024-04-26 10:33:58 transreid.train INFO: Epoch 83 done. Time per epoch: 36.689[s] Speed: 753.6[samples/s]
2024-04-26 10:34:09 transreid.train INFO: Epoch[84] Iter[10/61] Loss: 0.185, Acc: 0.995, Base Lr: 6.65e-04
2024-04-26 10:34:15 transreid.train INFO: Epoch[84] Iter[20/61] Loss: 0.170, Acc: 0.995, Base Lr: 6.65e-04
2024-04-26 10:34:21 transreid.train INFO: Epoch[84] Iter[30/61] Loss: 0.155, Acc: 0.996, Base Lr: 6.65e-04
2024-04-26 10:34:26 transreid.train INFO: Epoch[84] Iter[40/61] Loss: 0.140, Acc: 0.997, Base Lr: 6.65e-04
2024-04-26 10:34:32 transreid.train INFO: Epoch[84] Iter[50/61] Loss: 0.128, Acc: 0.997, Base Lr: 6.65e-04
2024-04-26 10:34:34 transreid.train INFO: Epoch 84 done. Time per epoch: 36.356[s] Speed: 746.4[samples/s]
2024-04-26 10:34:45 transreid.train INFO: Epoch[85] Iter[10/61] Loss: 0.207, Acc: 0.992, Base Lr: 6.31e-04
2024-04-26 10:34:51 transreid.train INFO: Epoch[85] Iter[20/61] Loss: 0.184, Acc: 0.995, Base Lr: 6.31e-04
2024-04-26 10:34:57 transreid.train INFO: Epoch[85] Iter[30/61] Loss: 0.166, Acc: 0.996, Base Lr: 6.31e-04
2024-04-26 10:35:02 transreid.train INFO: Epoch[85] Iter[40/61] Loss: 0.149, Acc: 0.997, Base Lr: 6.31e-04
2024-04-26 10:35:08 transreid.train INFO: Epoch[85] Iter[50/61] Loss: 0.135, Acc: 0.997, Base Lr: 6.31e-04
2024-04-26 10:35:10 transreid.train INFO: Epoch 85 done. Time per epoch: 36.168[s] Speed: 750.3[samples/s]
2024-04-26 10:35:21 transreid.train INFO: Epoch[86] Iter[10/61] Loss: 0.191, Acc: 0.994, Base Lr: 5.98e-04
2024-04-26 10:35:27 transreid.train INFO: Epoch[86] Iter[20/61] Loss: 0.181, Acc: 0.995, Base Lr: 5.98e-04
2024-04-26 10:35:33 transreid.train INFO: Epoch[86] Iter[30/61] Loss: 0.164, Acc: 0.996, Base Lr: 5.98e-04
2024-04-26 10:35:38 transreid.train INFO: Epoch[86] Iter[40/61] Loss: 0.149, Acc: 0.996, Base Lr: 5.98e-04
2024-04-26 10:35:44 transreid.train INFO: Epoch[86] Iter[50/61] Loss: 0.134, Acc: 0.997, Base Lr: 5.98e-04
2024-04-26 10:35:47 transreid.train INFO: Epoch 86 done. Time per epoch: 36.577[s] Speed: 755.9[samples/s]
2024-04-26 10:35:58 transreid.train INFO: Epoch[87] Iter[10/61] Loss: 0.192, Acc: 0.994, Base Lr: 5.66e-04
2024-04-26 10:36:04 transreid.train INFO: Epoch[87] Iter[20/61] Loss: 0.168, Acc: 0.996, Base Lr: 5.66e-04
2024-04-26 10:36:09 transreid.train INFO: Epoch[87] Iter[30/61] Loss: 0.154, Acc: 0.996, Base Lr: 5.66e-04
2024-04-26 10:36:15 transreid.train INFO: Epoch[87] Iter[40/61] Loss: 0.139, Acc: 0.997, Base Lr: 5.66e-04
2024-04-26 10:36:21 transreid.train INFO: Epoch[87] Iter[50/61] Loss: 0.126, Acc: 0.997, Base Lr: 5.66e-04
2024-04-26 10:36:24 transreid.train INFO: Epoch 87 done. Time per epoch: 37.029[s] Speed: 746.7[samples/s]
2024-04-26 10:36:35 transreid.train INFO: Epoch[88] Iter[10/61] Loss: 0.171, Acc: 0.994, Base Lr: 5.35e-04
2024-04-26 10:36:41 transreid.train INFO: Epoch[88] Iter[20/61] Loss: 0.162, Acc: 0.995, Base Lr: 5.35e-04
2024-04-26 10:36:47 transreid.train INFO: Epoch[88] Iter[30/61] Loss: 0.149, Acc: 0.996, Base Lr: 5.35e-04
2024-04-26 10:36:53 transreid.train INFO: Epoch[88] Iter[40/61] Loss: 0.136, Acc: 0.997, Base Lr: 5.35e-04
2024-04-26 10:36:58 transreid.train INFO: Epoch[88] Iter[50/61] Loss: 0.124, Acc: 0.997, Base Lr: 5.35e-04
2024-04-26 10:37:01 transreid.train INFO: Epoch 88 done. Time per epoch: 37.265[s] Speed: 741.9[samples/s]
2024-04-26 10:37:13 transreid.train INFO: Epoch[89] Iter[10/61] Loss: 0.178, Acc: 0.995, Base Lr: 5.04e-04
2024-04-26 10:37:18 transreid.train INFO: Epoch[89] Iter[20/61] Loss: 0.163, Acc: 0.997, Base Lr: 5.04e-04
2024-04-26 10:37:24 transreid.train INFO: Epoch[89] Iter[30/61] Loss: 0.150, Acc: 0.997, Base Lr: 5.04e-04
2024-04-26 10:37:30 transreid.train INFO: Epoch[89] Iter[40/61] Loss: 0.136, Acc: 0.998, Base Lr: 5.04e-04
2024-04-26 10:37:35 transreid.train INFO: Epoch[89] Iter[50/61] Loss: 0.123, Acc: 0.998, Base Lr: 5.04e-04
2024-04-26 10:37:38 transreid.train INFO: Epoch 89 done. Time per epoch: 36.477[s] Speed: 743.9[samples/s]
2024-04-26 10:37:49 transreid.train INFO: Epoch[90] Iter[10/61] Loss: 0.193, Acc: 0.993, Base Lr: 4.74e-04
2024-04-26 10:37:55 transreid.train INFO: Epoch[90] Iter[20/61] Loss: 0.168, Acc: 0.995, Base Lr: 4.74e-04
2024-04-26 10:38:00 transreid.train INFO: Epoch[90] Iter[30/61] Loss: 0.149, Acc: 0.996, Base Lr: 4.74e-04
2024-04-26 10:38:06 transreid.train INFO: Epoch[90] Iter[40/61] Loss: 0.135, Acc: 0.997, Base Lr: 4.74e-04
2024-04-26 10:38:12 transreid.train INFO: Epoch[90] Iter[50/61] Loss: 0.122, Acc: 0.997, Base Lr: 4.74e-04
2024-04-26 10:38:15 transreid.train INFO: Epoch 90 done. Time per epoch: 36.933[s] Speed: 748.6[samples/s]
2024-04-26 10:38:26 transreid.train INFO: Epoch[91] Iter[10/61] Loss: 0.182, Acc: 0.995, Base Lr: 4.45e-04
2024-04-26 10:38:32 transreid.train INFO: Epoch[91] Iter[20/61] Loss: 0.161, Acc: 0.996, Base Lr: 4.45e-04
2024-04-26 10:38:37 transreid.train INFO: Epoch[91] Iter[30/61] Loss: 0.145, Acc: 0.997, Base Lr: 4.45e-04
2024-04-26 10:38:43 transreid.train INFO: Epoch[91] Iter[40/61] Loss: 0.132, Acc: 0.998, Base Lr: 4.45e-04
2024-04-26 10:38:48 transreid.train INFO: Epoch[91] Iter[50/61] Loss: 0.119, Acc: 0.998, Base Lr: 4.45e-04
2024-04-26 10:38:51 transreid.train INFO: Epoch 91 done. Time per epoch: 36.834[s] Speed: 750.6[samples/s]
2024-04-26 10:39:03 transreid.train INFO: Epoch[92] Iter[10/61] Loss: 0.172, Acc: 0.994, Base Lr: 4.17e-04
2024-04-26 10:39:08 transreid.train INFO: Epoch[92] Iter[20/61] Loss: 0.157, Acc: 0.996, Base Lr: 4.17e-04
2024-04-26 10:39:14 transreid.train INFO: Epoch[92] Iter[30/61] Loss: 0.144, Acc: 0.996, Base Lr: 4.17e-04
2024-04-26 10:39:20 transreid.train INFO: Epoch[92] Iter[40/61] Loss: 0.130, Acc: 0.997, Base Lr: 4.17e-04
2024-04-26 10:39:25 transreid.train INFO: Epoch[92] Iter[50/61] Loss: 0.117, Acc: 0.997, Base Lr: 4.17e-04
2024-04-26 10:39:28 transreid.train INFO: Epoch 92 done. Time per epoch: 36.411[s] Speed: 745.3[samples/s]
2024-04-26 10:39:39 transreid.train INFO: Epoch[93] Iter[10/61] Loss: 0.190, Acc: 0.992, Base Lr: 3.89e-04
2024-04-26 10:39:45 transreid.train INFO: Epoch[93] Iter[20/61] Loss: 0.161, Acc: 0.995, Base Lr: 3.89e-04
2024-04-26 10:39:50 transreid.train INFO: Epoch[93] Iter[30/61] Loss: 0.144, Acc: 0.997, Base Lr: 3.89e-04
2024-04-26 10:39:56 transreid.train INFO: Epoch[93] Iter[40/61] Loss: 0.132, Acc: 0.997, Base Lr: 3.89e-04
2024-04-26 10:40:02 transreid.train INFO: Epoch[93] Iter[50/61] Loss: 0.119, Acc: 0.997, Base Lr: 3.89e-04
2024-04-26 10:40:05 transreid.train INFO: Epoch 93 done. Time per epoch: 37.473[s] Speed: 737.8[samples/s]
2024-04-26 10:40:17 transreid.train INFO: Epoch[94] Iter[10/61] Loss: 0.173, Acc: 0.994, Base Lr: 3.62e-04
2024-04-26 10:40:22 transreid.train INFO: Epoch[94] Iter[20/61] Loss: 0.154, Acc: 0.996, Base Lr: 3.62e-04
2024-04-26 10:40:28 transreid.train INFO: Epoch[94] Iter[30/61] Loss: 0.136, Acc: 0.997, Base Lr: 3.62e-04
2024-04-26 10:40:33 transreid.train INFO: Epoch[94] Iter[40/61] Loss: 0.124, Acc: 0.997, Base Lr: 3.62e-04
2024-04-26 10:40:39 transreid.train INFO: Epoch[94] Iter[50/61] Loss: 0.113, Acc: 0.997, Base Lr: 3.62e-04
2024-04-26 10:40:42 transreid.train INFO: Epoch 94 done. Time per epoch: 36.745[s] Speed: 752.4[samples/s]
2024-04-26 10:40:53 transreid.train INFO: Epoch[95] Iter[10/61] Loss: 0.171, Acc: 0.995, Base Lr: 3.36e-04
2024-04-26 10:40:59 transreid.train INFO: Epoch[95] Iter[20/61] Loss: 0.160, Acc: 0.995, Base Lr: 3.36e-04
2024-04-26 10:41:05 transreid.train INFO: Epoch[95] Iter[30/61] Loss: 0.145, Acc: 0.996, Base Lr: 3.36e-04
2024-04-26 10:41:11 transreid.train INFO: Epoch[95] Iter[40/61] Loss: 0.129, Acc: 0.997, Base Lr: 3.36e-04
2024-04-26 10:41:16 transreid.train INFO: Epoch[95] Iter[50/61] Loss: 0.118, Acc: 0.997, Base Lr: 3.36e-04
2024-04-26 10:41:19 transreid.train INFO: Epoch 95 done. Time per epoch: 37.316[s] Speed: 740.9[samples/s]
2024-04-26 10:41:31 transreid.train INFO: Epoch[96] Iter[10/61] Loss: 0.170, Acc: 0.995, Base Lr: 3.11e-04
2024-04-26 10:41:36 transreid.train INFO: Epoch[96] Iter[20/61] Loss: 0.150, Acc: 0.997, Base Lr: 3.11e-04
2024-04-26 10:41:42 transreid.train INFO: Epoch[96] Iter[30/61] Loss: 0.133, Acc: 0.998, Base Lr: 3.11e-04
2024-04-26 10:41:48 transreid.train INFO: Epoch[96] Iter[40/61] Loss: 0.121, Acc: 0.998, Base Lr: 3.11e-04
2024-04-26 10:41:54 transreid.train INFO: Epoch[96] Iter[50/61] Loss: 0.112, Acc: 0.998, Base Lr: 3.11e-04
2024-04-26 10:41:57 transreid.train INFO: Epoch 96 done. Time per epoch: 37.243[s] Speed: 742.4[samples/s]
2024-04-26 10:42:08 transreid.train INFO: Epoch[97] Iter[10/61] Loss: 0.166, Acc: 0.995, Base Lr: 2.87e-04
2024-04-26 10:42:13 transreid.train INFO: Epoch[97] Iter[20/61] Loss: 0.148, Acc: 0.996, Base Lr: 2.87e-04
2024-04-26 10:42:19 transreid.train INFO: Epoch[97] Iter[30/61] Loss: 0.137, Acc: 0.997, Base Lr: 2.87e-04
2024-04-26 10:42:25 transreid.train INFO: Epoch[97] Iter[40/61] Loss: 0.126, Acc: 0.997, Base Lr: 2.87e-04
2024-04-26 10:42:30 transreid.train INFO: Epoch[97] Iter[50/61] Loss: 0.117, Acc: 0.998, Base Lr: 2.87e-04
2024-04-26 10:42:33 transreid.train INFO: Epoch 97 done. Time per epoch: 36.737[s] Speed: 752.6[samples/s]
2024-04-26 10:42:45 transreid.train INFO: Epoch[98] Iter[10/61] Loss: 0.176, Acc: 0.994, Base Lr: 2.64e-04
2024-04-26 10:42:50 transreid.train INFO: Epoch[98] Iter[20/61] Loss: 0.154, Acc: 0.996, Base Lr: 2.64e-04
2024-04-26 10:42:56 transreid.train INFO: Epoch[98] Iter[30/61] Loss: 0.139, Acc: 0.997, Base Lr: 2.64e-04
2024-04-26 10:43:02 transreid.train INFO: Epoch[98] Iter[40/61] Loss: 0.124, Acc: 0.997, Base Lr: 2.64e-04
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2024-04-26 10:43:10 transreid.train INFO: Epoch 98 done. Time per epoch: 37.153[s] Speed: 744.2[samples/s]
2024-04-26 10:43:22 transreid.train INFO: Epoch[99] Iter[10/61] Loss: 0.164, Acc: 0.995, Base Lr: 2.42e-04
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2024-04-26 10:43:48 transreid.train INFO: Epoch 99 done. Time per epoch: 37.294[s] Speed: 741.3[samples/s]
2024-04-26 10:43:59 transreid.train INFO: Epoch[100] Iter[10/61] Loss: 0.162, Acc: 0.995, Base Lr: 2.20e-04
2024-04-26 10:44:05 transreid.train INFO: Epoch[100] Iter[20/61] Loss: 0.151, Acc: 0.996, Base Lr: 2.20e-04
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2024-04-26 10:44:25 transreid.train INFO: Epoch 100 done. Time per epoch: 36.878[s] Speed: 749.7[samples/s]
2024-04-26 10:44:36 transreid.train INFO: Epoch[101] Iter[10/61] Loss: 0.172, Acc: 0.995, Base Lr: 2.00e-04
2024-04-26 10:44:42 transreid.train INFO: Epoch[101] Iter[20/61] Loss: 0.152, Acc: 0.995, Base Lr: 2.00e-04
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2024-04-26 10:45:02 transreid.train INFO: Epoch 101 done. Time per epoch: 37.268[s] Speed: 741.9[samples/s]
2024-04-26 10:45:13 transreid.train INFO: Epoch[102] Iter[10/61] Loss: 0.156, Acc: 0.995, Base Lr: 1.80e-04
2024-04-26 10:45:19 transreid.train INFO: Epoch[102] Iter[20/61] Loss: 0.144, Acc: 0.996, Base Lr: 1.80e-04
2024-04-26 10:45:25 transreid.train INFO: Epoch[102] Iter[30/61] Loss: 0.132, Acc: 0.996, Base Lr: 1.80e-04
2024-04-26 10:45:30 transreid.train INFO: Epoch[102] Iter[40/61] Loss: 0.121, Acc: 0.997, Base Lr: 1.80e-04
2024-04-26 10:45:36 transreid.train INFO: Epoch[102] Iter[50/61] Loss: 0.108, Acc: 0.997, Base Lr: 1.80e-04
2024-04-26 10:45:39 transreid.train INFO: Epoch 102 done. Time per epoch: 36.792[s] Speed: 751.5[samples/s]
2024-04-26 10:45:50 transreid.train INFO: Epoch[103] Iter[10/61] Loss: 0.168, Acc: 0.995, Base Lr: 1.62e-04
2024-04-26 10:45:56 transreid.train INFO: Epoch[103] Iter[20/61] Loss: 0.147, Acc: 0.997, Base Lr: 1.62e-04
2024-04-26 10:46:01 transreid.train INFO: Epoch[103] Iter[30/61] Loss: 0.134, Acc: 0.997, Base Lr: 1.62e-04
2024-04-26 10:46:07 transreid.train INFO: Epoch[103] Iter[40/61] Loss: 0.120, Acc: 0.997, Base Lr: 1.62e-04
2024-04-26 10:46:13 transreid.train INFO: Epoch[103] Iter[50/61] Loss: 0.110, Acc: 0.998, Base Lr: 1.62e-04
2024-04-26 10:46:15 transreid.train INFO: Epoch 103 done. Time per epoch: 36.307[s] Speed: 747.4[samples/s]
2024-04-26 10:46:26 transreid.train INFO: Epoch[104] Iter[10/61] Loss: 0.156, Acc: 0.994, Base Lr: 1.44e-04
2024-04-26 10:46:32 transreid.train INFO: Epoch[104] Iter[20/61] Loss: 0.139, Acc: 0.996, Base Lr: 1.44e-04
2024-04-26 10:46:38 transreid.train INFO: Epoch[104] Iter[30/61] Loss: 0.127, Acc: 0.997, Base Lr: 1.44e-04
2024-04-26 10:46:43 transreid.train INFO: Epoch[104] Iter[40/61] Loss: 0.116, Acc: 0.998, Base Lr: 1.44e-04
2024-04-26 10:46:49 transreid.train INFO: Epoch[104] Iter[50/61] Loss: 0.105, Acc: 0.998, Base Lr: 1.44e-04
2024-04-26 10:46:52 transreid.train INFO: Epoch 104 done. Time per epoch: 37.075[s] Speed: 745.7[samples/s]
2024-04-26 10:47:04 transreid.train INFO: Epoch[105] Iter[10/61] Loss: 0.167, Acc: 0.995, Base Lr: 1.28e-04
2024-04-26 10:47:10 transreid.train INFO: Epoch[105] Iter[20/61] Loss: 0.145, Acc: 0.996, Base Lr: 1.28e-04
2024-04-26 10:47:15 transreid.train INFO: Epoch[105] Iter[30/61] Loss: 0.134, Acc: 0.997, Base Lr: 1.28e-04
2024-04-26 10:47:21 transreid.train INFO: Epoch[105] Iter[40/61] Loss: 0.122, Acc: 0.997, Base Lr: 1.28e-04
2024-04-26 10:47:27 transreid.train INFO: Epoch[105] Iter[50/61] Loss: 0.110, Acc: 0.998, Base Lr: 1.28e-04
2024-04-26 10:47:30 transreid.train INFO: Epoch 105 done. Time per epoch: 37.885[s] Speed: 729.8[samples/s]
2024-04-26 10:47:41 transreid.train INFO: Epoch[106] Iter[10/61] Loss: 0.172, Acc: 0.996, Base Lr: 1.12e-04
2024-04-26 10:47:47 transreid.train INFO: Epoch[106] Iter[20/61] Loss: 0.156, Acc: 0.996, Base Lr: 1.12e-04
2024-04-26 10:47:52 transreid.train INFO: Epoch[106] Iter[30/61] Loss: 0.139, Acc: 0.997, Base Lr: 1.12e-04
2024-04-26 10:47:58 transreid.train INFO: Epoch[106] Iter[40/61] Loss: 0.124, Acc: 0.997, Base Lr: 1.12e-04
2024-04-26 10:48:04 transreid.train INFO: Epoch[106] Iter[50/61] Loss: 0.111, Acc: 0.998, Base Lr: 1.12e-04
2024-04-26 10:48:06 transreid.train INFO: Epoch 106 done. Time per epoch: 36.090[s] Speed: 751.9[samples/s]
2024-04-26 10:48:17 transreid.train INFO: Epoch[107] Iter[10/61] Loss: 0.145, Acc: 0.996, Base Lr: 9.80e-05
2024-04-26 10:48:23 transreid.train INFO: Epoch[107] Iter[20/61] Loss: 0.137, Acc: 0.996, Base Lr: 9.80e-05
2024-04-26 10:48:29 transreid.train INFO: Epoch[107] Iter[30/61] Loss: 0.126, Acc: 0.997, Base Lr: 9.80e-05
2024-04-26 10:48:35 transreid.train INFO: Epoch[107] Iter[40/61] Loss: 0.116, Acc: 0.997, Base Lr: 9.80e-05
2024-04-26 10:48:40 transreid.train INFO: Epoch[107] Iter[50/61] Loss: 0.105, Acc: 0.998, Base Lr: 9.80e-05
2024-04-26 10:48:43 transreid.train INFO: Epoch 107 done. Time per epoch: 37.143[s] Speed: 744.4[samples/s]
2024-04-26 10:48:55 transreid.train INFO: Epoch[108] Iter[10/61] Loss: 0.175, Acc: 0.993, Base Lr: 8.46e-05
2024-04-26 10:49:01 transreid.train INFO: Epoch[108] Iter[20/61] Loss: 0.146, Acc: 0.996, Base Lr: 8.46e-05
2024-04-26 10:49:06 transreid.train INFO: Epoch[108] Iter[30/61] Loss: 0.132, Acc: 0.997, Base Lr: 8.46e-05
2024-04-26 10:49:12 transreid.train INFO: Epoch[108] Iter[40/61] Loss: 0.118, Acc: 0.997, Base Lr: 8.46e-05
2024-04-26 10:49:18 transreid.train INFO: Epoch[108] Iter[50/61] Loss: 0.109, Acc: 0.998, Base Lr: 8.46e-05
2024-04-26 10:49:21 transreid.train INFO: Epoch 108 done. Time per epoch: 37.427[s] Speed: 738.7[samples/s]
2024-04-26 10:49:32 transreid.train INFO: Epoch[109] Iter[10/61] Loss: 0.160, Acc: 0.994, Base Lr: 7.22e-05
2024-04-26 10:49:38 transreid.train INFO: Epoch[109] Iter[20/61] Loss: 0.146, Acc: 0.996, Base Lr: 7.22e-05
2024-04-26 10:49:44 transreid.train INFO: Epoch[109] Iter[30/61] Loss: 0.130, Acc: 0.997, Base Lr: 7.22e-05
2024-04-26 10:49:49 transreid.train INFO: Epoch[109] Iter[40/61] Loss: 0.117, Acc: 0.997, Base Lr: 7.22e-05
2024-04-26 10:49:55 transreid.train INFO: Epoch[109] Iter[50/61] Loss: 0.107, Acc: 0.998, Base Lr: 7.22e-05
2024-04-26 10:49:57 transreid.train INFO: Epoch 109 done. Time per epoch: 36.618[s] Speed: 741.1[samples/s]
2024-04-26 10:50:08 transreid.train INFO: Epoch[110] Iter[10/61] Loss: 0.156, Acc: 0.993, Base Lr: 6.08e-05
2024-04-26 10:50:14 transreid.train INFO: Epoch[110] Iter[20/61] Loss: 0.136, Acc: 0.996, Base Lr: 6.08e-05
2024-04-26 10:50:20 transreid.train INFO: Epoch[110] Iter[30/61] Loss: 0.126, Acc: 0.996, Base Lr: 6.08e-05
2024-04-26 10:50:25 transreid.train INFO: Epoch[110] Iter[40/61] Loss: 0.115, Acc: 0.997, Base Lr: 6.08e-05
2024-04-26 10:50:31 transreid.train INFO: Epoch[110] Iter[50/61] Loss: 0.104, Acc: 0.997, Base Lr: 6.08e-05
2024-04-26 10:50:33 transreid.train INFO: Epoch 110 done. Time per epoch: 36.118[s] Speed: 751.3[samples/s]
2024-04-26 10:50:45 transreid.train INFO: Epoch[111] Iter[10/61] Loss: 0.160, Acc: 0.993, Base Lr: 5.05e-05
2024-04-26 10:50:50 transreid.train INFO: Epoch[111] Iter[20/61] Loss: 0.137, Acc: 0.996, Base Lr: 5.05e-05
2024-04-26 10:50:56 transreid.train INFO: Epoch[111] Iter[30/61] Loss: 0.126, Acc: 0.997, Base Lr: 5.05e-05
2024-04-26 10:51:02 transreid.train INFO: Epoch[111] Iter[40/61] Loss: 0.115, Acc: 0.998, Base Lr: 5.05e-05
2024-04-26 10:51:07 transreid.train INFO: Epoch[111] Iter[50/61] Loss: 0.104, Acc: 0.998, Base Lr: 5.05e-05
2024-04-26 10:51:10 transreid.train INFO: Epoch 111 done. Time per epoch: 36.683[s] Speed: 753.7[samples/s]
2024-04-26 10:51:21 transreid.train INFO: Epoch[112] Iter[10/61] Loss: 0.154, Acc: 0.996, Base Lr: 4.13e-05
2024-04-26 10:51:27 transreid.train INFO: Epoch[112] Iter[20/61] Loss: 0.142, Acc: 0.996, Base Lr: 4.13e-05
2024-04-26 10:51:33 transreid.train INFO: Epoch[112] Iter[30/61] Loss: 0.128, Acc: 0.997, Base Lr: 4.13e-05
2024-04-26 10:51:38 transreid.train INFO: Epoch[112] Iter[40/61] Loss: 0.116, Acc: 0.997, Base Lr: 4.13e-05
2024-04-26 10:51:44 transreid.train INFO: Epoch[112] Iter[50/61] Loss: 0.106, Acc: 0.998, Base Lr: 4.13e-05
2024-04-26 10:51:46 transreid.train INFO: Epoch 112 done. Time per epoch: 36.204[s] Speed: 749.5[samples/s]
2024-04-26 10:51:58 transreid.train INFO: Epoch[113] Iter[10/61] Loss: 0.154, Acc: 0.994, Base Lr: 3.31e-05
2024-04-26 10:52:03 transreid.train INFO: Epoch[113] Iter[20/61] Loss: 0.140, Acc: 0.996, Base Lr: 3.31e-05
2024-04-26 10:52:09 transreid.train INFO: Epoch[113] Iter[30/61] Loss: 0.126, Acc: 0.997, Base Lr: 3.31e-05
2024-04-26 10:52:15 transreid.train INFO: Epoch[113] Iter[40/61] Loss: 0.114, Acc: 0.998, Base Lr: 3.31e-05
2024-04-26 10:52:20 transreid.train INFO: Epoch[113] Iter[50/61] Loss: 0.104, Acc: 0.998, Base Lr: 3.31e-05
2024-04-26 10:52:23 transreid.train INFO: Epoch 113 done. Time per epoch: 36.922[s] Speed: 748.8[samples/s]
2024-04-26 10:52:34 transreid.train INFO: Epoch[114] Iter[10/61] Loss: 0.166, Acc: 0.993, Base Lr: 2.61e-05
2024-04-26 10:52:40 transreid.train INFO: Epoch[114] Iter[20/61] Loss: 0.146, Acc: 0.995, Base Lr: 2.61e-05
2024-04-26 10:52:46 transreid.train INFO: Epoch[114] Iter[30/61] Loss: 0.132, Acc: 0.996, Base Lr: 2.61e-05
2024-04-26 10:52:51 transreid.train INFO: Epoch[114] Iter[40/61] Loss: 0.118, Acc: 0.997, Base Lr: 2.61e-05
2024-04-26 10:52:57 transreid.train INFO: Epoch[114] Iter[50/61] Loss: 0.107, Acc: 0.997, Base Lr: 2.61e-05
2024-04-26 10:53:00 transreid.train INFO: Epoch 114 done. Time per epoch: 36.652[s] Speed: 754.3[samples/s]
2024-04-26 10:53:11 transreid.train INFO: Epoch[115] Iter[10/61] Loss: 0.149, Acc: 0.997, Base Lr: 2.01e-05
2024-04-26 10:53:17 transreid.train INFO: Epoch[115] Iter[20/61] Loss: 0.143, Acc: 0.997, Base Lr: 2.01e-05
2024-04-26 10:53:23 transreid.train INFO: Epoch[115] Iter[30/61] Loss: 0.129, Acc: 0.997, Base Lr: 2.01e-05
2024-04-26 10:53:28 transreid.train INFO: Epoch[115] Iter[40/61] Loss: 0.118, Acc: 0.998, Base Lr: 2.01e-05
2024-04-26 10:53:34 transreid.train INFO: Epoch[115] Iter[50/61] Loss: 0.108, Acc: 0.998, Base Lr: 2.01e-05
2024-04-26 10:53:37 transreid.train INFO: Epoch 115 done. Time per epoch: 36.967[s] Speed: 747.9[samples/s]
2024-04-26 10:53:48 transreid.train INFO: Epoch[116] Iter[10/61] Loss: 0.152, Acc: 0.995, Base Lr: 1.51e-05
2024-04-26 10:53:54 transreid.train INFO: Epoch[116] Iter[20/61] Loss: 0.143, Acc: 0.996, Base Lr: 1.51e-05
2024-04-26 10:53:59 transreid.train INFO: Epoch[116] Iter[30/61] Loss: 0.129, Acc: 0.997, Base Lr: 1.51e-05
2024-04-26 10:54:05 transreid.train INFO: Epoch[116] Iter[40/61] Loss: 0.116, Acc: 0.997, Base Lr: 1.51e-05
2024-04-26 10:54:11 transreid.train INFO: Epoch[116] Iter[50/61] Loss: 0.105, Acc: 0.997, Base Lr: 1.51e-05
2024-04-26 10:54:13 transreid.train INFO: Epoch 116 done. Time per epoch: 36.144[s] Speed: 750.8[samples/s]
2024-04-26 10:54:24 transreid.train INFO: Epoch[117] Iter[10/61] Loss: 0.155, Acc: 0.996, Base Lr: 1.13e-05
2024-04-26 10:54:30 transreid.train INFO: Epoch[117] Iter[20/61] Loss: 0.143, Acc: 0.996, Base Lr: 1.13e-05
2024-04-26 10:54:36 transreid.train INFO: Epoch[117] Iter[30/61] Loss: 0.128, Acc: 0.997, Base Lr: 1.13e-05
2024-04-26 10:54:41 transreid.train INFO: Epoch[117] Iter[40/61] Loss: 0.117, Acc: 0.998, Base Lr: 1.13e-05
2024-04-26 10:54:47 transreid.train INFO: Epoch[117] Iter[50/61] Loss: 0.106, Acc: 0.998, Base Lr: 1.13e-05
2024-04-26 10:54:49 transreid.train INFO: Epoch 117 done. Time per epoch: 36.380[s] Speed: 745.9[samples/s]
2024-04-26 10:55:01 transreid.train INFO: Epoch[118] Iter[10/61] Loss: 0.157, Acc: 0.994, Base Lr: 8.59e-06
2024-04-26 10:55:07 transreid.train INFO: Epoch[118] Iter[20/61] Loss: 0.141, Acc: 0.996, Base Lr: 8.59e-06
2024-04-26 10:55:13 transreid.train INFO: Epoch[118] Iter[30/61] Loss: 0.127, Acc: 0.997, Base Lr: 8.59e-06
2024-04-26 10:55:18 transreid.train INFO: Epoch[118] Iter[40/61] Loss: 0.116, Acc: 0.998, Base Lr: 8.59e-06
2024-04-26 10:55:24 transreid.train INFO: Epoch[118] Iter[50/61] Loss: 0.104, Acc: 0.998, Base Lr: 8.59e-06
2024-04-26 10:55:26 transreid.train INFO: Epoch 118 done. Time per epoch: 37.068[s] Speed: 732.1[samples/s]
2024-04-26 10:55:38 transreid.train INFO: Epoch[119] Iter[10/61] Loss: 0.161, Acc: 0.994, Base Lr: 6.95e-06
2024-04-26 10:55:43 transreid.train INFO: Epoch[119] Iter[20/61] Loss: 0.148, Acc: 0.996, Base Lr: 6.95e-06
2024-04-26 10:55:49 transreid.train INFO: Epoch[119] Iter[30/61] Loss: 0.133, Acc: 0.997, Base Lr: 6.95e-06
2024-04-26 10:55:55 transreid.train INFO: Epoch[119] Iter[40/61] Loss: 0.119, Acc: 0.997, Base Lr: 6.95e-06
2024-04-26 10:56:00 transreid.train INFO: Epoch[119] Iter[50/61] Loss: 0.107, Acc: 0.998, Base Lr: 6.95e-06
2024-04-26 10:56:03 transreid.train INFO: Epoch 119 done. Time per epoch: 36.765[s] Speed: 752.0[samples/s]
2024-04-26 10:56:14 transreid.train INFO: Epoch[120] Iter[10/61] Loss: 0.153, Acc: 0.996, Base Lr: 6.40e-06
2024-04-26 10:56:20 transreid.train INFO: Epoch[120] Iter[20/61] Loss: 0.141, Acc: 0.996, Base Lr: 6.40e-06
2024-04-26 10:56:26 transreid.train INFO: Epoch[120] Iter[30/61] Loss: 0.127, Acc: 0.997, Base Lr: 6.40e-06
2024-04-26 10:56:32 transreid.train INFO: Epoch[120] Iter[40/61] Loss: 0.117, Acc: 0.997, Base Lr: 6.40e-06
2024-04-26 10:56:37 transreid.train INFO: Epoch[120] Iter[50/61] Loss: 0.107, Acc: 0.998, Base Lr: 6.40e-06
2024-04-26 10:56:40 transreid.train INFO: Epoch 120 done. Time per epoch: 36.998[s] Speed: 747.3[samples/s]
2024-04-26 10:59:12 transreid.train INFO: Validation Results - Epoch: 120
2024-04-26 10:59:12 transreid.train INFO: mAP: 70.3%
2024-04-26 10:59:12 transreid.train INFO: CMC curve, Rank-1  :86.9%
2024-04-26 10:59:12 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-26 10:59:12 transreid.train INFO: CMC curve, Rank-10 :94.7%
