2024-05-10 04:43:08 transreid INFO: Saving model in the path :log/bs_exp/ViT_Tiny_MSMT17/512bs_lr0.0032_ep120_warm20_seed0
2024-05-10 04:43:08 transreid INFO: Loaded configuration file configs/msmt17/vit_tiny.yml
2024-05-10 04:43:08 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: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: vit_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ViT_Tiny_P16_2468_406080100_bs120_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: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ViT_Tiny_MSMT17/512bs_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: 20
  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: 
2024-05-10 04:43:09 transreid.check INFO: Dataset statistics:
2024-05-10 04:43:09 transreid.check INFO:   ----------------------------------------
2024-05-10 04:43:09 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 04:43:09 transreid.check INFO:   ----------------------------------------
2024-05-10 04:43:09 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-10 04:43:09 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-10 04:43:09 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-10 04:43:09 transreid.check INFO:   ----------------------------------------
2024-05-10 04:43:12 transreid INFO: ===========using cosine learning rate=======
2024-05-10 04:43:12 transreid.train INFO: start training
2024-05-10 04:43:23 transreid.train INFO: Epoch[1] Iter[10/61] Loss: 25.661, Acc: 0.001, Base Lr: 1.90e-04
2024-05-10 04:43:27 transreid.train INFO: Epoch[1] Iter[20/61] Loss: 22.111, Acc: 0.001, Base Lr: 1.90e-04
2024-05-10 04:43:31 transreid.train INFO: Epoch[1] Iter[30/61] Loss: 19.404, Acc: 0.001, Base Lr: 1.90e-04
2024-05-10 04:43:35 transreid.train INFO: Epoch[1] Iter[40/61] Loss: 17.297, Acc: 0.001, Base Lr: 1.90e-04
2024-05-10 04:43:39 transreid.train INFO: Epoch[1] Iter[50/61] Loss: 15.733, Acc: 0.001, Base Lr: 1.90e-04
2024-05-10 04:43:40 transreid.train INFO: Epoch 1 done. Time per epoch: 27.801[s] Speed: 994.5[samples/s]
2024-05-10 04:43:47 transreid.train INFO: Epoch[2] Iter[10/61] Loss: 8.459, Acc: 0.001, Base Lr: 3.49e-04
2024-05-10 04:43:51 transreid.train INFO: Epoch[2] Iter[20/61] Loss: 8.385, Acc: 0.001, Base Lr: 3.49e-04
2024-05-10 04:43:54 transreid.train INFO: Epoch[2] Iter[30/61] Loss: 8.341, Acc: 0.001, Base Lr: 3.49e-04
2024-05-10 04:43:58 transreid.train INFO: Epoch[2] Iter[40/61] Loss: 8.305, Acc: 0.001, Base Lr: 3.49e-04
2024-05-10 04:44:02 transreid.train INFO: Epoch[2] Iter[50/61] Loss: 8.276, Acc: 0.002, Base Lr: 3.49e-04
2024-05-10 04:44:04 transreid.train INFO: Epoch 2 done. Time per epoch: 23.243[s] Speed: 1167.5[samples/s]
2024-05-10 04:44:10 transreid.train INFO: Epoch[3] Iter[10/61] Loss: 8.109, Acc: 0.004, Base Lr: 5.07e-04
2024-05-10 04:44:14 transreid.train INFO: Epoch[3] Iter[20/61] Loss: 8.097, Acc: 0.005, Base Lr: 5.07e-04
2024-05-10 04:44:18 transreid.train INFO: Epoch[3] Iter[30/61] Loss: 8.085, Acc: 0.007, Base Lr: 5.07e-04
2024-05-10 04:44:22 transreid.train INFO: Epoch[3] Iter[40/61] Loss: 8.078, Acc: 0.011, Base Lr: 5.07e-04
2024-05-10 04:44:26 transreid.train INFO: Epoch[3] Iter[50/61] Loss: 8.074, Acc: 0.018, Base Lr: 5.07e-04
2024-05-10 04:44:28 transreid.train INFO: Epoch 3 done. Time per epoch: 24.236[s] Speed: 1140.8[samples/s]
2024-05-10 04:44:34 transreid.train INFO: Epoch[4] Iter[10/61] Loss: 7.996, Acc: 0.028, Base Lr: 6.66e-04
2024-05-10 04:44:38 transreid.train INFO: Epoch[4] Iter[20/61] Loss: 7.998, Acc: 0.039, Base Lr: 6.66e-04
2024-05-10 04:44:42 transreid.train INFO: Epoch[4] Iter[30/61] Loss: 7.991, Acc: 0.052, Base Lr: 6.66e-04
2024-05-10 04:44:46 transreid.train INFO: Epoch[4] Iter[40/61] Loss: 7.988, Acc: 0.070, Base Lr: 6.66e-04
2024-05-10 04:44:50 transreid.train INFO: Epoch[4] Iter[50/61] Loss: 7.982, Acc: 0.097, Base Lr: 6.66e-04
2024-05-10 04:44:51 transreid.train INFO: Epoch 4 done. Time per epoch: 23.660[s] Speed: 1168.5[samples/s]
2024-05-10 04:44:58 transreid.train INFO: Epoch[5] Iter[10/61] Loss: 7.918, Acc: 0.093, Base Lr: 8.24e-04
2024-05-10 04:45:02 transreid.train INFO: Epoch[5] Iter[20/61] Loss: 7.919, Acc: 0.105, Base Lr: 8.24e-04
2024-05-10 04:45:06 transreid.train INFO: Epoch[5] Iter[30/61] Loss: 7.905, Acc: 0.121, Base Lr: 8.24e-04
2024-05-10 04:45:10 transreid.train INFO: Epoch[5] Iter[40/61] Loss: 7.900, Acc: 0.143, Base Lr: 8.24e-04
2024-05-10 04:45:14 transreid.train INFO: Epoch[5] Iter[50/61] Loss: 7.892, Acc: 0.185, Base Lr: 8.24e-04
2024-05-10 04:45:15 transreid.train INFO: Epoch 5 done. Time per epoch: 23.838[s] Speed: 1159.8[samples/s]
2024-05-10 04:45:22 transreid.train INFO: Epoch[6] Iter[10/61] Loss: 7.847, Acc: 0.138, Base Lr: 9.82e-04
2024-05-10 04:45:26 transreid.train INFO: Epoch[6] Iter[20/61] Loss: 7.834, Acc: 0.139, Base Lr: 9.82e-04
2024-05-10 04:45:30 transreid.train INFO: Epoch[6] Iter[30/61] Loss: 7.822, Acc: 0.161, Base Lr: 9.82e-04
2024-05-10 04:45:34 transreid.train INFO: Epoch[6] Iter[40/61] Loss: 7.810, Acc: 0.191, Base Lr: 9.82e-04
2024-05-10 04:45:37 transreid.train INFO: Epoch[6] Iter[50/61] Loss: 7.804, Acc: 0.240, Base Lr: 9.82e-04
2024-05-10 04:45:39 transreid.train INFO: Epoch 6 done. Time per epoch: 23.920[s] Speed: 1155.8[samples/s]
2024-05-10 04:45:46 transreid.train INFO: Epoch[7] Iter[10/61] Loss: 7.736, Acc: 0.160, Base Lr: 1.14e-03
2024-05-10 04:45:50 transreid.train INFO: Epoch[7] Iter[20/61] Loss: 7.735, Acc: 0.171, Base Lr: 1.14e-03
2024-05-10 04:45:54 transreid.train INFO: Epoch[7] Iter[30/61] Loss: 7.730, Acc: 0.191, Base Lr: 1.14e-03
2024-05-10 04:45:58 transreid.train INFO: Epoch[7] Iter[40/61] Loss: 7.719, Acc: 0.223, Base Lr: 1.14e-03
2024-05-10 04:46:01 transreid.train INFO: Epoch[7] Iter[50/61] Loss: 7.709, Acc: 0.273, Base Lr: 1.14e-03
2024-05-10 04:46:03 transreid.train INFO: Epoch 7 done. Time per epoch: 23.915[s] Speed: 1156.1[samples/s]
2024-05-10 04:46:09 transreid.train INFO: Epoch[8] Iter[10/61] Loss: 7.652, Acc: 0.177, Base Lr: 1.30e-03
2024-05-10 04:46:13 transreid.train INFO: Epoch[8] Iter[20/61] Loss: 7.646, Acc: 0.185, Base Lr: 1.30e-03
2024-05-10 04:46:17 transreid.train INFO: Epoch[8] Iter[30/61] Loss: 7.632, Acc: 0.207, Base Lr: 1.30e-03
2024-05-10 04:46:21 transreid.train INFO: Epoch[8] Iter[40/61] Loss: 7.619, Acc: 0.236, Base Lr: 1.30e-03
2024-05-10 04:46:25 transreid.train INFO: Epoch[8] Iter[50/61] Loss: 7.603, Acc: 0.284, Base Lr: 1.30e-03
2024-05-10 04:46:26 transreid.train INFO: Epoch 8 done. Time per epoch: 23.400[s] Speed: 1159.7[samples/s]
2024-05-10 04:46:33 transreid.train INFO: Epoch[9] Iter[10/61] Loss: 7.559, Acc: 0.192, Base Lr: 1.46e-03
2024-05-10 04:46:37 transreid.train INFO: Epoch[9] Iter[20/61] Loss: 7.541, Acc: 0.198, Base Lr: 1.46e-03
2024-05-10 04:46:41 transreid.train INFO: Epoch[9] Iter[30/61] Loss: 7.526, Acc: 0.211, Base Lr: 1.46e-03
2024-05-10 04:46:45 transreid.train INFO: Epoch[9] Iter[40/61] Loss: 7.515, Acc: 0.240, Base Lr: 1.46e-03
2024-05-10 04:46:49 transreid.train INFO: Epoch[9] Iter[50/61] Loss: 7.492, Acc: 0.287, Base Lr: 1.46e-03
2024-05-10 04:46:51 transreid.train INFO: Epoch 9 done. Time per epoch: 24.204[s] Speed: 1142.3[samples/s]
2024-05-10 04:46:57 transreid.train INFO: Epoch[10] Iter[10/61] Loss: 7.444, Acc: 0.189, Base Lr: 1.62e-03
2024-05-10 04:47:01 transreid.train INFO: Epoch[10] Iter[20/61] Loss: 7.444, Acc: 0.191, Base Lr: 1.62e-03
2024-05-10 04:47:05 transreid.train INFO: Epoch[10] Iter[30/61] Loss: 7.420, Acc: 0.204, Base Lr: 1.62e-03
2024-05-10 04:47:09 transreid.train INFO: Epoch[10] Iter[40/61] Loss: 7.394, Acc: 0.234, Base Lr: 1.62e-03
2024-05-10 04:47:13 transreid.train INFO: Epoch[10] Iter[50/61] Loss: 7.365, Acc: 0.287, Base Lr: 1.62e-03
2024-05-10 04:47:14 transreid.train INFO: Epoch 10 done. Time per epoch: 23.568[s] Speed: 1173.1[samples/s]
2024-05-10 04:47:21 transreid.train INFO: Epoch[11] Iter[10/61] Loss: 7.339, Acc: 0.192, Base Lr: 1.77e-03
2024-05-10 04:47:25 transreid.train INFO: Epoch[11] Iter[20/61] Loss: 7.315, Acc: 0.195, Base Lr: 1.77e-03
2024-05-10 04:47:28 transreid.train INFO: Epoch[11] Iter[30/61] Loss: 7.288, Acc: 0.212, Base Lr: 1.77e-03
2024-05-10 04:47:32 transreid.train INFO: Epoch[11] Iter[40/61] Loss: 7.262, Acc: 0.236, Base Lr: 1.77e-03
2024-05-10 04:47:36 transreid.train INFO: Epoch[11] Iter[50/61] Loss: 7.221, Acc: 0.285, Base Lr: 1.77e-03
2024-05-10 04:47:38 transreid.train INFO: Epoch 11 done. Time per epoch: 23.625[s] Speed: 1170.3[samples/s]
2024-05-10 04:47:44 transreid.train INFO: Epoch[12] Iter[10/61] Loss: 7.230, Acc: 0.170, Base Lr: 1.93e-03
2024-05-10 04:47:49 transreid.train INFO: Epoch[12] Iter[20/61] Loss: 7.195, Acc: 0.182, Base Lr: 1.93e-03
2024-05-10 04:47:53 transreid.train INFO: Epoch[12] Iter[30/61] Loss: 7.155, Acc: 0.203, Base Lr: 1.93e-03
2024-05-10 04:47:57 transreid.train INFO: Epoch[12] Iter[40/61] Loss: 7.111, Acc: 0.230, Base Lr: 1.93e-03
2024-05-10 04:48:00 transreid.train INFO: Epoch[12] Iter[50/61] Loss: 7.061, Acc: 0.284, Base Lr: 1.93e-03
2024-05-10 04:48:02 transreid.train INFO: Epoch 12 done. Time per epoch: 24.356[s] Speed: 1135.2[samples/s]
2024-05-10 04:48:08 transreid.train INFO: Epoch[13] Iter[10/61] Loss: 7.084, Acc: 0.160, Base Lr: 2.09e-03
2024-05-10 04:48:12 transreid.train INFO: Epoch[13] Iter[20/61] Loss: 7.055, Acc: 0.171, Base Lr: 2.09e-03
2024-05-10 04:48:16 transreid.train INFO: Epoch[13] Iter[30/61] Loss: 7.007, Acc: 0.195, Base Lr: 2.09e-03
2024-05-10 04:48:20 transreid.train INFO: Epoch[13] Iter[40/61] Loss: 6.956, Acc: 0.229, Base Lr: 2.09e-03
2024-05-10 04:48:24 transreid.train INFO: Epoch[13] Iter[50/61] Loss: 6.891, Acc: 0.277, Base Lr: 2.09e-03
2024-05-10 04:48:26 transreid.train INFO: Epoch 13 done. Time per epoch: 23.580[s] Speed: 1172.5[samples/s]
2024-05-10 04:48:32 transreid.train INFO: Epoch[14] Iter[10/61] Loss: 6.933, Acc: 0.183, Base Lr: 2.25e-03
2024-05-10 04:48:36 transreid.train INFO: Epoch[14] Iter[20/61] Loss: 6.888, Acc: 0.189, Base Lr: 2.25e-03
2024-05-10 04:48:40 transreid.train INFO: Epoch[14] Iter[30/61] Loss: 6.840, Acc: 0.204, Base Lr: 2.25e-03
2024-05-10 04:48:44 transreid.train INFO: Epoch[14] Iter[40/61] Loss: 6.788, Acc: 0.232, Base Lr: 2.25e-03
2024-05-10 04:48:48 transreid.train INFO: Epoch[14] Iter[50/61] Loss: 6.717, Acc: 0.283, Base Lr: 2.25e-03
2024-05-10 04:48:50 transreid.train INFO: Epoch 14 done. Time per epoch: 23.824[s] Speed: 1160.5[samples/s]
2024-05-10 04:48:56 transreid.train INFO: Epoch[15] Iter[10/61] Loss: 6.784, Acc: 0.167, Base Lr: 2.41e-03
2024-05-10 04:49:00 transreid.train INFO: Epoch[15] Iter[20/61] Loss: 6.753, Acc: 0.174, Base Lr: 2.41e-03
2024-05-10 04:49:04 transreid.train INFO: Epoch[15] Iter[30/61] Loss: 6.693, Acc: 0.196, Base Lr: 2.41e-03
2024-05-10 04:49:08 transreid.train INFO: Epoch[15] Iter[40/61] Loss: 6.631, Acc: 0.226, Base Lr: 2.41e-03
2024-05-10 04:49:12 transreid.train INFO: Epoch[15] Iter[50/61] Loss: 6.534, Acc: 0.285, Base Lr: 2.41e-03
2024-05-10 04:49:14 transreid.train INFO: Epoch 15 done. Time per epoch: 23.971[s] Speed: 1153.4[samples/s]
2024-05-10 04:49:20 transreid.train INFO: Epoch[16] Iter[10/61] Loss: 6.596, Acc: 0.185, Base Lr: 2.57e-03
2024-05-10 04:49:24 transreid.train INFO: Epoch[16] Iter[20/61] Loss: 6.559, Acc: 0.204, Base Lr: 2.57e-03
2024-05-10 04:49:28 transreid.train INFO: Epoch[16] Iter[30/61] Loss: 6.493, Acc: 0.216, Base Lr: 2.57e-03
2024-05-10 04:49:32 transreid.train INFO: Epoch[16] Iter[40/61] Loss: 6.425, Acc: 0.243, Base Lr: 2.57e-03
2024-05-10 04:49:36 transreid.train INFO: Epoch[16] Iter[50/61] Loss: 6.318, Acc: 0.293, Base Lr: 2.57e-03
2024-05-10 04:49:38 transreid.train INFO: Epoch 16 done. Time per epoch: 23.927[s] Speed: 1155.5[samples/s]
2024-05-10 04:49:44 transreid.train INFO: Epoch[17] Iter[10/61] Loss: 6.442, Acc: 0.187, Base Lr: 2.72e-03
2024-05-10 04:49:48 transreid.train INFO: Epoch[17] Iter[20/61] Loss: 6.389, Acc: 0.200, Base Lr: 2.72e-03
2024-05-10 04:49:52 transreid.train INFO: Epoch[17] Iter[30/61] Loss: 6.314, Acc: 0.217, Base Lr: 2.72e-03
2024-05-10 04:49:56 transreid.train INFO: Epoch[17] Iter[40/61] Loss: 6.234, Acc: 0.244, Base Lr: 2.72e-03
2024-05-10 04:50:00 transreid.train INFO: Epoch[17] Iter[50/61] Loss: 6.107, Acc: 0.303, Base Lr: 2.72e-03
2024-05-10 04:50:01 transreid.train INFO: Epoch 17 done. Time per epoch: 23.525[s] Speed: 1153.5[samples/s]
2024-05-10 04:50:07 transreid.train INFO: Epoch[18] Iter[10/61] Loss: 6.252, Acc: 0.202, Base Lr: 2.88e-03
2024-05-10 04:50:11 transreid.train INFO: Epoch[18] Iter[20/61] Loss: 6.174, Acc: 0.218, Base Lr: 2.88e-03
2024-05-10 04:50:15 transreid.train INFO: Epoch[18] Iter[30/61] Loss: 6.101, Acc: 0.231, Base Lr: 2.88e-03
2024-05-10 04:50:19 transreid.train INFO: Epoch[18] Iter[40/61] Loss: 6.016, Acc: 0.260, Base Lr: 2.88e-03
2024-05-10 04:50:23 transreid.train INFO: Epoch[18] Iter[50/61] Loss: 5.875, Acc: 0.321, Base Lr: 2.88e-03
2024-05-10 04:50:24 transreid.train INFO: Epoch 18 done. Time per epoch: 23.312[s] Speed: 1164.0[samples/s]
2024-05-10 04:50:31 transreid.train INFO: Epoch[19] Iter[10/61] Loss: 5.992, Acc: 0.213, Base Lr: 3.04e-03
2024-05-10 04:50:35 transreid.train INFO: Epoch[19] Iter[20/61] Loss: 5.947, Acc: 0.220, Base Lr: 3.04e-03
2024-05-10 04:50:39 transreid.train INFO: Epoch[19] Iter[30/61] Loss: 5.898, Acc: 0.234, Base Lr: 3.04e-03
2024-05-10 04:50:42 transreid.train INFO: Epoch[19] Iter[40/61] Loss: 5.803, Acc: 0.273, Base Lr: 3.04e-03
2024-05-10 04:50:46 transreid.train INFO: Epoch[19] Iter[50/61] Loss: 5.655, Acc: 0.336, Base Lr: 3.04e-03
2024-05-10 04:50:48 transreid.train INFO: Epoch 19 done. Time per epoch: 23.276[s] Speed: 1165.8[samples/s]
2024-05-10 04:50:54 transreid.train INFO: Epoch[20] Iter[10/61] Loss: 5.851, Acc: 0.209, Base Lr: 2.99e-03
2024-05-10 04:50:58 transreid.train INFO: Epoch[20] Iter[20/61] Loss: 5.804, Acc: 0.223, Base Lr: 2.99e-03
2024-05-10 04:51:02 transreid.train INFO: Epoch[20] Iter[30/61] Loss: 5.704, Acc: 0.252, Base Lr: 2.99e-03
2024-05-10 04:51:06 transreid.train INFO: Epoch[20] Iter[40/61] Loss: 5.591, Acc: 0.288, Base Lr: 2.99e-03
2024-05-10 04:51:10 transreid.train INFO: Epoch[20] Iter[50/61] Loss: 5.414, Acc: 0.353, Base Lr: 2.99e-03
2024-05-10 04:51:12 transreid.train INFO: Epoch 20 done. Time per epoch: 24.286[s] Speed: 1138.4[samples/s]
2024-05-10 04:53:03 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 04:53:03 transreid.train INFO: mAP: 52.3%
2024-05-10 04:53:03 transreid.train INFO: CMC curve, Rank-1  :75.2%
2024-05-10 04:53:03 transreid.train INFO: CMC curve, Rank-5  :86.4%
2024-05-10 04:53:03 transreid.train INFO: CMC curve, Rank-10 :89.6%
2024-05-10 04:53:12 transreid.train INFO: Epoch[21] Iter[10/61] Loss: 5.606, Acc: 0.243, Base Lr: 2.96e-03
2024-05-10 04:53:16 transreid.train INFO: Epoch[21] Iter[20/61] Loss: 5.523, Acc: 0.262, Base Lr: 2.96e-03
2024-05-10 04:53:20 transreid.train INFO: Epoch[21] Iter[30/61] Loss: 5.459, Acc: 0.275, Base Lr: 2.96e-03
2024-05-10 04:53:24 transreid.train INFO: Epoch[21] Iter[40/61] Loss: 5.346, Acc: 0.312, Base Lr: 2.96e-03
2024-05-10 04:53:27 transreid.train INFO: Epoch[21] Iter[50/61] Loss: 5.160, Acc: 0.374, Base Lr: 2.96e-03
2024-05-10 04:53:29 transreid.train INFO: Epoch 21 done. Time per epoch: 26.402[s] Speed: 1027.8[samples/s]
2024-05-10 04:53:38 transreid.train INFO: Epoch[22] Iter[10/61] Loss: 5.433, Acc: 0.243, Base Lr: 2.94e-03
2024-05-10 04:53:42 transreid.train INFO: Epoch[22] Iter[20/61] Loss: 5.334, Acc: 0.263, Base Lr: 2.94e-03
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2024-05-10 04:53:50 transreid.train INFO: Epoch[22] Iter[40/61] Loss: 5.121, Acc: 0.327, Base Lr: 2.94e-03
2024-05-10 04:53:54 transreid.train INFO: Epoch[22] Iter[50/61] Loss: 4.922, Acc: 0.398, Base Lr: 2.94e-03
2024-05-10 04:53:56 transreid.train INFO: Epoch 22 done. Time per epoch: 26.303[s] Speed: 1031.7[samples/s]
2024-05-10 04:54:04 transreid.train INFO: Epoch[23] Iter[10/61] Loss: 5.282, Acc: 0.255, Base Lr: 2.92e-03
2024-05-10 04:54:08 transreid.train INFO: Epoch[23] Iter[20/61] Loss: 5.148, Acc: 0.284, Base Lr: 2.92e-03
2024-05-10 04:54:12 transreid.train INFO: Epoch[23] Iter[30/61] Loss: 5.031, Acc: 0.315, Base Lr: 2.92e-03
2024-05-10 04:54:16 transreid.train INFO: Epoch[23] Iter[40/61] Loss: 4.877, Acc: 0.360, Base Lr: 2.92e-03
2024-05-10 04:54:20 transreid.train INFO: Epoch[23] Iter[50/61] Loss: 4.664, Acc: 0.425, Base Lr: 2.92e-03
2024-05-10 04:54:22 transreid.train INFO: Epoch 23 done. Time per epoch: 26.666[s] Speed: 1036.8[samples/s]
2024-05-10 04:54:31 transreid.train INFO: Epoch[24] Iter[10/61] Loss: 5.011, Acc: 0.282, Base Lr: 2.90e-03
2024-05-10 04:54:35 transreid.train INFO: Epoch[24] Iter[20/61] Loss: 4.927, Acc: 0.301, Base Lr: 2.90e-03
2024-05-10 04:54:39 transreid.train INFO: Epoch[24] Iter[30/61] Loss: 4.805, Acc: 0.331, Base Lr: 2.90e-03
2024-05-10 04:54:43 transreid.train INFO: Epoch[24] Iter[40/61] Loss: 4.636, Acc: 0.380, Base Lr: 2.90e-03
2024-05-10 04:54:46 transreid.train INFO: Epoch[24] Iter[50/61] Loss: 4.421, Acc: 0.448, Base Lr: 2.90e-03
2024-05-10 04:54:49 transreid.train INFO: Epoch 24 done. Time per epoch: 26.338[s] Speed: 1049.7[samples/s]
2024-05-10 04:54:57 transreid.train INFO: Epoch[25] Iter[10/61] Loss: 4.854, Acc: 0.302, Base Lr: 2.87e-03
2024-05-10 04:55:01 transreid.train INFO: Epoch[25] Iter[20/61] Loss: 4.721, Acc: 0.329, Base Lr: 2.87e-03
2024-05-10 04:55:05 transreid.train INFO: Epoch[25] Iter[30/61] Loss: 4.595, Acc: 0.354, Base Lr: 2.87e-03
2024-05-10 04:55:09 transreid.train INFO: Epoch[25] Iter[40/61] Loss: 4.425, Acc: 0.401, Base Lr: 2.87e-03
2024-05-10 04:55:12 transreid.train INFO: Epoch[25] Iter[50/61] Loss: 4.200, Acc: 0.470, Base Lr: 2.87e-03
2024-05-10 04:55:14 transreid.train INFO: Epoch 25 done. Time per epoch: 25.793[s] Speed: 1052.1[samples/s]
2024-05-10 04:55:23 transreid.train INFO: Epoch[26] Iter[10/61] Loss: 4.645, Acc: 0.328, Base Lr: 2.84e-03
2024-05-10 04:55:27 transreid.train INFO: Epoch[26] Iter[20/61] Loss: 4.510, Acc: 0.356, Base Lr: 2.84e-03
2024-05-10 04:55:31 transreid.train INFO: Epoch[26] Iter[30/61] Loss: 4.376, Acc: 0.386, Base Lr: 2.84e-03
2024-05-10 04:55:35 transreid.train INFO: Epoch[26] Iter[40/61] Loss: 4.211, Acc: 0.431, Base Lr: 2.84e-03
2024-05-10 04:55:39 transreid.train INFO: Epoch[26] Iter[50/61] Loss: 3.981, Acc: 0.497, Base Lr: 2.84e-03
2024-05-10 04:55:41 transreid.train INFO: Epoch 26 done. Time per epoch: 26.718[s] Speed: 1034.8[samples/s]
2024-05-10 04:55:50 transreid.train INFO: Epoch[27] Iter[10/61] Loss: 4.489, Acc: 0.352, Base Lr: 2.82e-03
2024-05-10 04:55:54 transreid.train INFO: Epoch[27] Iter[20/61] Loss: 4.383, Acc: 0.370, Base Lr: 2.82e-03
2024-05-10 04:55:58 transreid.train INFO: Epoch[27] Iter[30/61] Loss: 4.227, Acc: 0.402, Base Lr: 2.82e-03
2024-05-10 04:56:01 transreid.train INFO: Epoch[27] Iter[40/61] Loss: 4.028, Acc: 0.452, Base Lr: 2.82e-03
2024-05-10 04:56:05 transreid.train INFO: Epoch[27] Iter[50/61] Loss: 3.778, Acc: 0.520, Base Lr: 2.82e-03
2024-05-10 04:56:07 transreid.train INFO: Epoch 27 done. Time per epoch: 26.305[s] Speed: 1051.1[samples/s]
2024-05-10 04:56:16 transreid.train INFO: Epoch[28] Iter[10/61] Loss: 4.315, Acc: 0.371, Base Lr: 2.79e-03
2024-05-10 04:56:20 transreid.train INFO: Epoch[28] Iter[20/61] Loss: 4.188, Acc: 0.395, Base Lr: 2.79e-03
2024-05-10 04:56:24 transreid.train INFO: Epoch[28] Iter[30/61] Loss: 4.005, Acc: 0.434, Base Lr: 2.79e-03
2024-05-10 04:56:28 transreid.train INFO: Epoch[28] Iter[40/61] Loss: 3.802, Acc: 0.485, Base Lr: 2.79e-03
2024-05-10 04:56:32 transreid.train INFO: Epoch[28] Iter[50/61] Loss: 3.559, Acc: 0.549, Base Lr: 2.79e-03
2024-05-10 04:56:34 transreid.train INFO: Epoch 28 done. Time per epoch: 26.563[s] Speed: 1040.8[samples/s]
2024-05-10 04:56:43 transreid.train INFO: Epoch[29] Iter[10/61] Loss: 4.049, Acc: 0.413, Base Lr: 2.76e-03
2024-05-10 04:56:47 transreid.train INFO: Epoch[29] Iter[20/61] Loss: 3.958, Acc: 0.425, Base Lr: 2.76e-03
2024-05-10 04:56:51 transreid.train INFO: Epoch[29] Iter[30/61] Loss: 3.813, Acc: 0.463, Base Lr: 2.76e-03
2024-05-10 04:56:54 transreid.train INFO: Epoch[29] Iter[40/61] Loss: 3.619, Acc: 0.511, Base Lr: 2.76e-03
2024-05-10 04:56:58 transreid.train INFO: Epoch[29] Iter[50/61] Loss: 3.371, Acc: 0.575, Base Lr: 2.76e-03
2024-05-10 04:57:00 transreid.train INFO: Epoch 29 done. Time per epoch: 26.217[s] Speed: 1035.1[samples/s]
2024-05-10 04:57:09 transreid.train INFO: Epoch[30] Iter[10/61] Loss: 3.952, Acc: 0.424, Base Lr: 2.73e-03
2024-05-10 04:57:13 transreid.train INFO: Epoch[30] Iter[20/61] Loss: 3.833, Acc: 0.451, Base Lr: 2.73e-03
2024-05-10 04:57:17 transreid.train INFO: Epoch[30] Iter[30/61] Loss: 3.652, Acc: 0.494, Base Lr: 2.73e-03
2024-05-10 04:57:21 transreid.train INFO: Epoch[30] Iter[40/61] Loss: 3.443, Acc: 0.545, Base Lr: 2.73e-03
2024-05-10 04:57:25 transreid.train INFO: Epoch[30] Iter[50/61] Loss: 3.187, Acc: 0.606, Base Lr: 2.73e-03
2024-05-10 04:57:27 transreid.train INFO: Epoch 30 done. Time per epoch: 26.671[s] Speed: 1036.6[samples/s]
2024-05-10 04:57:36 transreid.train INFO: Epoch[31] Iter[10/61] Loss: 3.687, Acc: 0.470, Base Lr: 2.70e-03
2024-05-10 04:57:40 transreid.train INFO: Epoch[31] Iter[20/61] Loss: 3.631, Acc: 0.481, Base Lr: 2.70e-03
2024-05-10 04:57:44 transreid.train INFO: Epoch[31] Iter[30/61] Loss: 3.475, Acc: 0.517, Base Lr: 2.70e-03
2024-05-10 04:57:47 transreid.train INFO: Epoch[31] Iter[40/61] Loss: 3.253, Acc: 0.570, Base Lr: 2.70e-03
2024-05-10 04:57:51 transreid.train INFO: Epoch[31] Iter[50/61] Loss: 3.005, Acc: 0.630, Base Lr: 2.70e-03
2024-05-10 04:57:54 transreid.train INFO: Epoch 31 done. Time per epoch: 26.719[s] Speed: 1034.8[samples/s]
2024-05-10 04:58:03 transreid.train INFO: Epoch[32] Iter[10/61] Loss: 3.705, Acc: 0.456, Base Lr: 2.67e-03
2024-05-10 04:58:07 transreid.train INFO: Epoch[32] Iter[20/61] Loss: 3.553, Acc: 0.483, Base Lr: 2.67e-03
2024-05-10 04:58:10 transreid.train INFO: Epoch[32] Iter[30/61] Loss: 3.359, Acc: 0.532, Base Lr: 2.67e-03
2024-05-10 04:58:14 transreid.train INFO: Epoch[32] Iter[40/61] Loss: 3.117, Acc: 0.591, Base Lr: 2.67e-03
2024-05-10 04:58:18 transreid.train INFO: Epoch[32] Iter[50/61] Loss: 2.852, Acc: 0.651, Base Lr: 2.67e-03
2024-05-10 04:58:20 transreid.train INFO: Epoch 32 done. Time per epoch: 26.535[s] Speed: 1022.7[samples/s]
2024-05-10 04:58:29 transreid.train INFO: Epoch[33] Iter[10/61] Loss: 3.465, Acc: 0.507, Base Lr: 2.64e-03
2024-05-10 04:58:33 transreid.train INFO: Epoch[33] Iter[20/61] Loss: 3.323, Acc: 0.534, Base Lr: 2.64e-03
2024-05-10 04:58:37 transreid.train INFO: Epoch[33] Iter[30/61] Loss: 3.143, Acc: 0.570, Base Lr: 2.64e-03
2024-05-10 04:58:41 transreid.train INFO: Epoch[33] Iter[40/61] Loss: 2.941, Acc: 0.616, Base Lr: 2.64e-03
2024-05-10 04:58:45 transreid.train INFO: Epoch[33] Iter[50/61] Loss: 2.694, Acc: 0.672, Base Lr: 2.64e-03
2024-05-10 04:58:47 transreid.train INFO: Epoch 33 done. Time per epoch: 26.672[s] Speed: 1036.6[samples/s]
2024-05-10 04:58:56 transreid.train INFO: Epoch[34] Iter[10/61] Loss: 3.319, Acc: 0.528, Base Lr: 2.61e-03
2024-05-10 04:58:59 transreid.train INFO: Epoch[34] Iter[20/61] Loss: 3.196, Acc: 0.554, Base Lr: 2.61e-03
2024-05-10 04:59:03 transreid.train INFO: Epoch[34] Iter[30/61] Loss: 3.027, Acc: 0.593, Base Lr: 2.61e-03
2024-05-10 04:59:07 transreid.train INFO: Epoch[34] Iter[40/61] Loss: 2.817, Acc: 0.641, Base Lr: 2.61e-03
2024-05-10 04:59:11 transreid.train INFO: Epoch[34] Iter[50/61] Loss: 2.571, Acc: 0.695, Base Lr: 2.61e-03
2024-05-10 04:59:13 transreid.train INFO: Epoch 34 done. Time per epoch: 26.357[s] Speed: 1049.0[samples/s]
2024-05-10 04:59:22 transreid.train INFO: Epoch[35] Iter[10/61] Loss: 3.157, Acc: 0.547, Base Lr: 2.58e-03
2024-05-10 04:59:26 transreid.train INFO: Epoch[35] Iter[20/61] Loss: 3.016, Acc: 0.574, Base Lr: 2.58e-03
2024-05-10 04:59:30 transreid.train INFO: Epoch[35] Iter[30/61] Loss: 2.832, Acc: 0.618, Base Lr: 2.58e-03
2024-05-10 04:59:34 transreid.train INFO: Epoch[35] Iter[40/61] Loss: 2.624, Acc: 0.666, Base Lr: 2.58e-03
2024-05-10 04:59:37 transreid.train INFO: Epoch[35] Iter[50/61] Loss: 2.400, Acc: 0.715, Base Lr: 2.58e-03
2024-05-10 04:59:40 transreid.train INFO: Epoch 35 done. Time per epoch: 26.555[s] Speed: 1041.2[samples/s]
2024-05-10 04:59:48 transreid.train INFO: Epoch[36] Iter[10/61] Loss: 2.938, Acc: 0.581, Base Lr: 2.54e-03
2024-05-10 04:59:52 transreid.train INFO: Epoch[36] Iter[20/61] Loss: 2.848, Acc: 0.605, Base Lr: 2.54e-03
2024-05-10 04:59:56 transreid.train INFO: Epoch[36] Iter[30/61] Loss: 2.668, Acc: 0.645, Base Lr: 2.54e-03
2024-05-10 05:00:00 transreid.train INFO: Epoch[36] Iter[40/61] Loss: 2.480, Acc: 0.688, Base Lr: 2.54e-03
2024-05-10 05:00:04 transreid.train INFO: Epoch[36] Iter[50/61] Loss: 2.263, Acc: 0.734, Base Lr: 2.54e-03
2024-05-10 05:00:06 transreid.train INFO: Epoch 36 done. Time per epoch: 26.491[s] Speed: 1043.7[samples/s]
2024-05-10 05:00:15 transreid.train INFO: Epoch[37] Iter[10/61] Loss: 2.829, Acc: 0.593, Base Lr: 2.51e-03
2024-05-10 05:00:19 transreid.train INFO: Epoch[37] Iter[20/61] Loss: 2.674, Acc: 0.623, Base Lr: 2.51e-03
2024-05-10 05:00:23 transreid.train INFO: Epoch[37] Iter[30/61] Loss: 2.545, Acc: 0.658, Base Lr: 2.51e-03
2024-05-10 05:00:27 transreid.train INFO: Epoch[37] Iter[40/61] Loss: 2.352, Acc: 0.704, Base Lr: 2.51e-03
2024-05-10 05:00:30 transreid.train INFO: Epoch[37] Iter[50/61] Loss: 2.142, Acc: 0.750, Base Lr: 2.51e-03
2024-05-10 05:00:33 transreid.train INFO: Epoch 37 done. Time per epoch: 26.423[s] Speed: 1046.4[samples/s]
2024-05-10 05:00:41 transreid.train INFO: Epoch[38] Iter[10/61] Loss: 2.755, Acc: 0.603, Base Lr: 2.47e-03
2024-05-10 05:00:45 transreid.train INFO: Epoch[38] Iter[20/61] Loss: 2.594, Acc: 0.646, Base Lr: 2.47e-03
2024-05-10 05:00:49 transreid.train INFO: Epoch[38] Iter[30/61] Loss: 2.420, Acc: 0.685, Base Lr: 2.47e-03
2024-05-10 05:00:53 transreid.train INFO: Epoch[38] Iter[40/61] Loss: 2.243, Acc: 0.728, Base Lr: 2.47e-03
2024-05-10 05:00:57 transreid.train INFO: Epoch[38] Iter[50/61] Loss: 2.042, Acc: 0.770, Base Lr: 2.47e-03
2024-05-10 05:00:59 transreid.train INFO: Epoch 38 done. Time per epoch: 26.643[s] Speed: 1037.7[samples/s]
2024-05-10 05:01:08 transreid.train INFO: Epoch[39] Iter[10/61] Loss: 2.621, Acc: 0.640, Base Lr: 2.44e-03
2024-05-10 05:01:12 transreid.train INFO: Epoch[39] Iter[20/61] Loss: 2.495, Acc: 0.664, Base Lr: 2.44e-03
2024-05-10 05:01:16 transreid.train INFO: Epoch[39] Iter[30/61] Loss: 2.338, Acc: 0.698, Base Lr: 2.44e-03
2024-05-10 05:01:20 transreid.train INFO: Epoch[39] Iter[40/61] Loss: 2.141, Acc: 0.742, Base Lr: 2.44e-03
2024-05-10 05:01:23 transreid.train INFO: Epoch[39] Iter[50/61] Loss: 1.931, Acc: 0.784, Base Lr: 2.44e-03
2024-05-10 05:01:26 transreid.train INFO: Epoch 39 done. Time per epoch: 26.339[s] Speed: 1049.7[samples/s]
2024-05-10 05:01:34 transreid.train INFO: Epoch[40] Iter[10/61] Loss: 2.488, Acc: 0.649, Base Lr: 2.40e-03
2024-05-10 05:01:38 transreid.train INFO: Epoch[40] Iter[20/61] Loss: 2.329, Acc: 0.687, Base Lr: 2.40e-03
2024-05-10 05:01:42 transreid.train INFO: Epoch[40] Iter[30/61] Loss: 2.176, Acc: 0.723, Base Lr: 2.40e-03
2024-05-10 05:01:46 transreid.train INFO: Epoch[40] Iter[40/61] Loss: 2.004, Acc: 0.761, Base Lr: 2.40e-03
2024-05-10 05:01:50 transreid.train INFO: Epoch[40] Iter[50/61] Loss: 1.818, Acc: 0.799, Base Lr: 2.40e-03
2024-05-10 05:01:52 transreid.train INFO: Epoch 40 done. Time per epoch: 26.573[s] Speed: 1040.5[samples/s]
2024-05-10 05:03:47 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 05:03:47 transreid.train INFO: mAP: 53.7%
2024-05-10 05:03:47 transreid.train INFO: CMC curve, Rank-1  :76.6%
2024-05-10 05:03:47 transreid.train INFO: CMC curve, Rank-5  :86.3%
2024-05-10 05:03:47 transreid.train INFO: CMC curve, Rank-10 :89.4%
2024-05-10 05:03:56 transreid.train INFO: Epoch[41] Iter[10/61] Loss: 2.391, Acc: 0.670, Base Lr: 2.37e-03
2024-05-10 05:04:00 transreid.train INFO: Epoch[41] Iter[20/61] Loss: 2.242, Acc: 0.704, Base Lr: 2.37e-03
2024-05-10 05:04:04 transreid.train INFO: Epoch[41] Iter[30/61] Loss: 2.078, Acc: 0.740, Base Lr: 2.37e-03
2024-05-10 05:04:08 transreid.train INFO: Epoch[41] Iter[40/61] Loss: 1.913, Acc: 0.776, Base Lr: 2.37e-03
2024-05-10 05:04:12 transreid.train INFO: Epoch[41] Iter[50/61] Loss: 1.727, Acc: 0.813, Base Lr: 2.37e-03
2024-05-10 05:04:14 transreid.train INFO: Epoch 41 done. Time per epoch: 27.001[s] Speed: 1024.0[samples/s]
2024-05-10 05:04:23 transreid.train INFO: Epoch[42] Iter[10/61] Loss: 2.211, Acc: 0.694, Base Lr: 2.33e-03
2024-05-10 05:04:27 transreid.train INFO: Epoch[42] Iter[20/61] Loss: 2.144, Acc: 0.715, Base Lr: 2.33e-03
2024-05-10 05:04:31 transreid.train INFO: Epoch[42] Iter[30/61] Loss: 1.985, Acc: 0.756, Base Lr: 2.33e-03
2024-05-10 05:04:35 transreid.train INFO: Epoch[42] Iter[40/61] Loss: 1.820, Acc: 0.791, Base Lr: 2.33e-03
2024-05-10 05:04:38 transreid.train INFO: Epoch[42] Iter[50/61] Loss: 1.644, Acc: 0.826, Base Lr: 2.33e-03
2024-05-10 05:04:40 transreid.train INFO: Epoch 42 done. Time per epoch: 26.331[s] Speed: 1030.6[samples/s]
2024-05-10 05:04:49 transreid.train INFO: Epoch[43] Iter[10/61] Loss: 2.177, Acc: 0.704, Base Lr: 2.29e-03
2024-05-10 05:04:53 transreid.train INFO: Epoch[43] Iter[20/61] Loss: 2.042, Acc: 0.738, Base Lr: 2.29e-03
2024-05-10 05:04:57 transreid.train INFO: Epoch[43] Iter[30/61] Loss: 1.875, Acc: 0.773, Base Lr: 2.29e-03
2024-05-10 05:05:00 transreid.train INFO: Epoch[43] Iter[40/61] Loss: 1.700, Acc: 0.810, Base Lr: 2.29e-03
2024-05-10 05:05:04 transreid.train INFO: Epoch[43] Iter[50/61] Loss: 1.534, Acc: 0.841, Base Lr: 2.29e-03
2024-05-10 05:05:07 transreid.train INFO: Epoch 43 done. Time per epoch: 26.319[s] Speed: 1050.5[samples/s]
2024-05-10 05:05:15 transreid.train INFO: Epoch[44] Iter[10/61] Loss: 2.041, Acc: 0.740, Base Lr: 2.25e-03
2024-05-10 05:05:19 transreid.train INFO: Epoch[44] Iter[20/61] Loss: 1.923, Acc: 0.760, Base Lr: 2.25e-03
2024-05-10 05:05:23 transreid.train INFO: Epoch[44] Iter[30/61] Loss: 1.796, Acc: 0.786, Base Lr: 2.25e-03
2024-05-10 05:05:27 transreid.train INFO: Epoch[44] Iter[40/61] Loss: 1.633, Acc: 0.821, Base Lr: 2.25e-03
2024-05-10 05:05:31 transreid.train INFO: Epoch[44] Iter[50/61] Loss: 1.470, Acc: 0.851, Base Lr: 2.25e-03
2024-05-10 05:05:33 transreid.train INFO: Epoch 44 done. Time per epoch: 26.539[s] Speed: 1041.8[samples/s]
2024-05-10 05:05:42 transreid.train INFO: Epoch[45] Iter[10/61] Loss: 1.963, Acc: 0.752, Base Lr: 2.21e-03
2024-05-10 05:05:46 transreid.train INFO: Epoch[45] Iter[20/61] Loss: 1.876, Acc: 0.764, Base Lr: 2.21e-03
2024-05-10 05:05:50 transreid.train INFO: Epoch[45] Iter[30/61] Loss: 1.709, Acc: 0.801, Base Lr: 2.21e-03
2024-05-10 05:05:54 transreid.train INFO: Epoch[45] Iter[40/61] Loss: 1.566, Acc: 0.832, Base Lr: 2.21e-03
2024-05-10 05:05:58 transreid.train INFO: Epoch[45] Iter[50/61] Loss: 1.406, Acc: 0.861, Base Lr: 2.21e-03
2024-05-10 05:05:59 transreid.train INFO: Epoch 45 done. Time per epoch: 26.379[s] Speed: 1028.7[samples/s]
2024-05-10 05:06:08 transreid.train INFO: Epoch[46] Iter[10/61] Loss: 1.879, Acc: 0.765, Base Lr: 2.18e-03
2024-05-10 05:06:12 transreid.train INFO: Epoch[46] Iter[20/61] Loss: 1.774, Acc: 0.782, Base Lr: 2.18e-03
2024-05-10 05:06:16 transreid.train INFO: Epoch[46] Iter[30/61] Loss: 1.608, Acc: 0.815, Base Lr: 2.18e-03
2024-05-10 05:06:20 transreid.train INFO: Epoch[46] Iter[40/61] Loss: 1.457, Acc: 0.845, Base Lr: 2.18e-03
2024-05-10 05:06:24 transreid.train INFO: Epoch[46] Iter[50/61] Loss: 1.314, Acc: 0.871, Base Lr: 2.18e-03
2024-05-10 05:06:26 transreid.train INFO: Epoch 46 done. Time per epoch: 26.781[s] Speed: 1032.4[samples/s]
2024-05-10 05:06:35 transreid.train INFO: Epoch[47] Iter[10/61] Loss: 1.837, Acc: 0.760, Base Lr: 2.14e-03
2024-05-10 05:06:39 transreid.train INFO: Epoch[47] Iter[20/61] Loss: 1.701, Acc: 0.794, Base Lr: 2.14e-03
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2024-05-10 05:06:50 transreid.train INFO: Epoch[47] Iter[50/61] Loss: 1.251, Acc: 0.882, Base Lr: 2.14e-03
2024-05-10 05:06:53 transreid.train INFO: Epoch 47 done. Time per epoch: 26.439[s] Speed: 1045.7[samples/s]
2024-05-10 05:07:01 transreid.train INFO: Epoch[48] Iter[10/61] Loss: 1.678, Acc: 0.790, Base Lr: 2.10e-03
2024-05-10 05:07:05 transreid.train INFO: Epoch[48] Iter[20/61] Loss: 1.554, Acc: 0.814, Base Lr: 2.10e-03
2024-05-10 05:07:09 transreid.train INFO: Epoch[48] Iter[30/61] Loss: 1.425, Acc: 0.842, Base Lr: 2.10e-03
2024-05-10 05:07:13 transreid.train INFO: Epoch[48] Iter[40/61] Loss: 1.302, Acc: 0.865, Base Lr: 2.10e-03
2024-05-10 05:07:17 transreid.train INFO: Epoch[48] Iter[50/61] Loss: 1.175, Acc: 0.887, Base Lr: 2.10e-03
2024-05-10 05:07:20 transreid.train INFO: Epoch 48 done. Time per epoch: 26.898[s] Speed: 1027.9[samples/s]
2024-05-10 05:07:28 transreid.train INFO: Epoch[49] Iter[10/61] Loss: 1.674, Acc: 0.792, Base Lr: 2.06e-03
2024-05-10 05:07:32 transreid.train INFO: Epoch[49] Iter[20/61] Loss: 1.564, Acc: 0.817, Base Lr: 2.06e-03
2024-05-10 05:07:36 transreid.train INFO: Epoch[49] Iter[30/61] Loss: 1.414, Acc: 0.849, Base Lr: 2.06e-03
2024-05-10 05:07:40 transreid.train INFO: Epoch[49] Iter[40/61] Loss: 1.274, Acc: 0.875, Base Lr: 2.06e-03
2024-05-10 05:07:44 transreid.train INFO: Epoch[49] Iter[50/61] Loss: 1.138, Acc: 0.897, Base Lr: 2.06e-03
2024-05-10 05:07:46 transreid.train INFO: Epoch 49 done. Time per epoch: 26.501[s] Speed: 1043.3[samples/s]
2024-05-10 05:07:55 transreid.train INFO: Epoch[50] Iter[10/61] Loss: 1.499, Acc: 0.815, Base Lr: 2.02e-03
2024-05-10 05:07:59 transreid.train INFO: Epoch[50] Iter[20/61] Loss: 1.391, Acc: 0.838, Base Lr: 2.02e-03
2024-05-10 05:08:02 transreid.train INFO: Epoch[50] Iter[30/61] Loss: 1.286, Acc: 0.860, Base Lr: 2.02e-03
2024-05-10 05:08:06 transreid.train INFO: Epoch[50] Iter[40/61] Loss: 1.163, Acc: 0.884, Base Lr: 2.02e-03
2024-05-10 05:08:10 transreid.train INFO: Epoch[50] Iter[50/61] Loss: 1.059, Acc: 0.903, Base Lr: 2.02e-03
2024-05-10 05:08:12 transreid.train INFO: Epoch 50 done. Time per epoch: 26.286[s] Speed: 1051.8[samples/s]
2024-05-10 05:08:21 transreid.train INFO: Epoch[51] Iter[10/61] Loss: 1.567, Acc: 0.797, Base Lr: 1.98e-03
2024-05-10 05:08:25 transreid.train INFO: Epoch[51] Iter[20/61] Loss: 1.399, Acc: 0.835, Base Lr: 1.98e-03
2024-05-10 05:08:29 transreid.train INFO: Epoch[51] Iter[30/61] Loss: 1.244, Acc: 0.867, Base Lr: 1.98e-03
2024-05-10 05:08:33 transreid.train INFO: Epoch[51] Iter[40/61] Loss: 1.137, Acc: 0.889, Base Lr: 1.98e-03
2024-05-10 05:08:36 transreid.train INFO: Epoch[51] Iter[50/61] Loss: 1.020, Acc: 0.908, Base Lr: 1.98e-03
2024-05-10 05:08:39 transreid.train INFO: Epoch 51 done. Time per epoch: 26.397[s] Speed: 1047.4[samples/s]
2024-05-10 05:08:48 transreid.train INFO: Epoch[52] Iter[10/61] Loss: 1.477, Acc: 0.817, Base Lr: 1.94e-03
2024-05-10 05:08:51 transreid.train INFO: Epoch[52] Iter[20/61] Loss: 1.349, Acc: 0.844, Base Lr: 1.94e-03
2024-05-10 05:08:55 transreid.train INFO: Epoch[52] Iter[30/61] Loss: 1.220, Acc: 0.872, Base Lr: 1.94e-03
2024-05-10 05:08:59 transreid.train INFO: Epoch[52] Iter[40/61] Loss: 1.096, Acc: 0.895, Base Lr: 1.94e-03
2024-05-10 05:09:03 transreid.train INFO: Epoch[52] Iter[50/61] Loss: 0.977, Acc: 0.913, Base Lr: 1.94e-03
2024-05-10 05:09:05 transreid.train INFO: Epoch 52 done. Time per epoch: 26.337[s] Speed: 1030.3[samples/s]
2024-05-10 05:09:14 transreid.train INFO: Epoch[53] Iter[10/61] Loss: 1.328, Acc: 0.839, Base Lr: 1.89e-03
2024-05-10 05:09:18 transreid.train INFO: Epoch[53] Iter[20/61] Loss: 1.261, Acc: 0.857, Base Lr: 1.89e-03
2024-05-10 05:09:22 transreid.train INFO: Epoch[53] Iter[30/61] Loss: 1.157, Acc: 0.881, Base Lr: 1.89e-03
2024-05-10 05:09:26 transreid.train INFO: Epoch[53] Iter[40/61] Loss: 1.039, Acc: 0.902, Base Lr: 1.89e-03
2024-05-10 05:09:29 transreid.train INFO: Epoch[53] Iter[50/61] Loss: 0.932, Acc: 0.919, Base Lr: 1.89e-03
2024-05-10 05:09:32 transreid.train INFO: Epoch 53 done. Time per epoch: 26.571[s] Speed: 1040.5[samples/s]
2024-05-10 05:09:41 transreid.train INFO: Epoch[54] Iter[10/61] Loss: 1.265, Acc: 0.851, Base Lr: 1.85e-03
2024-05-10 05:09:44 transreid.train INFO: Epoch[54] Iter[20/61] Loss: 1.187, Acc: 0.873, Base Lr: 1.85e-03
2024-05-10 05:09:48 transreid.train INFO: Epoch[54] Iter[30/61] Loss: 1.078, Acc: 0.893, Base Lr: 1.85e-03
2024-05-10 05:09:52 transreid.train INFO: Epoch[54] Iter[40/61] Loss: 0.976, Acc: 0.911, Base Lr: 1.85e-03
2024-05-10 05:09:56 transreid.train INFO: Epoch[54] Iter[50/61] Loss: 0.871, Acc: 0.927, Base Lr: 1.85e-03
2024-05-10 05:09:58 transreid.train INFO: Epoch 54 done. Time per epoch: 26.637[s] Speed: 1038.0[samples/s]
2024-05-10 05:10:07 transreid.train INFO: Epoch[55] Iter[10/61] Loss: 1.251, Acc: 0.852, Base Lr: 1.81e-03
2024-05-10 05:10:11 transreid.train INFO: Epoch[55] Iter[20/61] Loss: 1.159, Acc: 0.872, Base Lr: 1.81e-03
2024-05-10 05:10:15 transreid.train INFO: Epoch[55] Iter[30/61] Loss: 1.040, Acc: 0.894, Base Lr: 1.81e-03
2024-05-10 05:10:19 transreid.train INFO: Epoch[55] Iter[40/61] Loss: 0.924, Acc: 0.915, Base Lr: 1.81e-03
2024-05-10 05:10:23 transreid.train INFO: Epoch[55] Iter[50/61] Loss: 0.831, Acc: 0.930, Base Lr: 1.81e-03
2024-05-10 05:10:25 transreid.train INFO: Epoch 55 done. Time per epoch: 26.834[s] Speed: 1030.3[samples/s]
2024-05-10 05:10:34 transreid.train INFO: Epoch[56] Iter[10/61] Loss: 1.207, Acc: 0.855, Base Lr: 1.77e-03
2024-05-10 05:10:38 transreid.train INFO: Epoch[56] Iter[20/61] Loss: 1.130, Acc: 0.877, Base Lr: 1.77e-03
2024-05-10 05:10:42 transreid.train INFO: Epoch[56] Iter[30/61] Loss: 1.006, Acc: 0.904, Base Lr: 1.77e-03
2024-05-10 05:10:46 transreid.train INFO: Epoch[56] Iter[40/61] Loss: 0.898, Acc: 0.921, Base Lr: 1.77e-03
2024-05-10 05:10:50 transreid.train INFO: Epoch[56] Iter[50/61] Loss: 0.801, Acc: 0.935, Base Lr: 1.77e-03
2024-05-10 05:10:52 transreid.train INFO: Epoch 56 done. Time per epoch: 26.752[s] Speed: 1033.5[samples/s]
2024-05-10 05:11:01 transreid.train INFO: Epoch[57] Iter[10/61] Loss: 1.240, Acc: 0.853, Base Lr: 1.73e-03
2024-05-10 05:11:05 transreid.train INFO: Epoch[57] Iter[20/61] Loss: 1.070, Acc: 0.887, Base Lr: 1.73e-03
2024-05-10 05:11:09 transreid.train INFO: Epoch[57] Iter[30/61] Loss: 0.953, Acc: 0.909, Base Lr: 1.73e-03
2024-05-10 05:11:12 transreid.train INFO: Epoch[57] Iter[40/61] Loss: 0.860, Acc: 0.926, Base Lr: 1.73e-03
2024-05-10 05:11:16 transreid.train INFO: Epoch[57] Iter[50/61] Loss: 0.770, Acc: 0.939, Base Lr: 1.73e-03
2024-05-10 05:11:18 transreid.train INFO: Epoch 57 done. Time per epoch: 26.246[s] Speed: 1033.9[samples/s]
2024-05-10 05:11:27 transreid.train INFO: Epoch[58] Iter[10/61] Loss: 1.135, Acc: 0.870, Base Lr: 1.69e-03
2024-05-10 05:11:31 transreid.train INFO: Epoch[58] Iter[20/61] Loss: 1.041, Acc: 0.891, Base Lr: 1.69e-03
2024-05-10 05:11:35 transreid.train INFO: Epoch[58] Iter[30/61] Loss: 0.916, Acc: 0.914, Base Lr: 1.69e-03
2024-05-10 05:11:39 transreid.train INFO: Epoch[58] Iter[40/61] Loss: 0.820, Acc: 0.931, Base Lr: 1.69e-03
2024-05-10 05:11:42 transreid.train INFO: Epoch[58] Iter[50/61] Loss: 0.737, Acc: 0.943, Base Lr: 1.69e-03
2024-05-10 05:11:45 transreid.train INFO: Epoch 58 done. Time per epoch: 26.597[s] Speed: 1039.5[samples/s]
2024-05-10 05:11:54 transreid.train INFO: Epoch[59] Iter[10/61] Loss: 1.078, Acc: 0.877, Base Lr: 1.64e-03
2024-05-10 05:11:58 transreid.train INFO: Epoch[59] Iter[20/61] Loss: 0.991, Acc: 0.899, Base Lr: 1.64e-03
2024-05-10 05:12:02 transreid.train INFO: Epoch[59] Iter[30/61] Loss: 0.888, Acc: 0.921, Base Lr: 1.64e-03
2024-05-10 05:12:05 transreid.train INFO: Epoch[59] Iter[40/61] Loss: 0.793, Acc: 0.935, Base Lr: 1.64e-03
2024-05-10 05:12:09 transreid.train INFO: Epoch[59] Iter[50/61] Loss: 0.713, Acc: 0.946, Base Lr: 1.64e-03
2024-05-10 05:12:11 transreid.train INFO: Epoch 59 done. Time per epoch: 26.618[s] Speed: 1038.7[samples/s]
2024-05-10 05:12:21 transreid.train INFO: Epoch[60] Iter[10/61] Loss: 1.059, Acc: 0.889, Base Lr: 1.60e-03
2024-05-10 05:12:25 transreid.train INFO: Epoch[60] Iter[20/61] Loss: 0.953, Acc: 0.910, Base Lr: 1.60e-03
2024-05-10 05:12:29 transreid.train INFO: Epoch[60] Iter[30/61] Loss: 0.867, Acc: 0.925, Base Lr: 1.60e-03
2024-05-10 05:12:32 transreid.train INFO: Epoch[60] Iter[40/61] Loss: 0.767, Acc: 0.939, Base Lr: 1.60e-03
2024-05-10 05:12:36 transreid.train INFO: Epoch[60] Iter[50/61] Loss: 0.679, Acc: 0.951, Base Lr: 1.60e-03
2024-05-10 05:12:39 transreid.train INFO: Epoch 60 done. Time per epoch: 27.224[s] Speed: 1015.6[samples/s]
2024-05-10 05:14:31 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 05:14:31 transreid.train INFO: mAP: 59.6%
2024-05-10 05:14:31 transreid.train INFO: CMC curve, Rank-1  :80.4%
2024-05-10 05:14:31 transreid.train INFO: CMC curve, Rank-5  :89.5%
2024-05-10 05:14:31 transreid.train INFO: CMC curve, Rank-10 :91.6%
2024-05-10 05:14:40 transreid.train INFO: Epoch[61] Iter[10/61] Loss: 1.010, Acc: 0.896, Base Lr: 1.56e-03
2024-05-10 05:14:44 transreid.train INFO: Epoch[61] Iter[20/61] Loss: 0.912, Acc: 0.915, Base Lr: 1.56e-03
2024-05-10 05:14:48 transreid.train INFO: Epoch[61] Iter[30/61] Loss: 0.821, Acc: 0.932, Base Lr: 1.56e-03
2024-05-10 05:14:52 transreid.train INFO: Epoch[61] Iter[40/61] Loss: 0.733, Acc: 0.945, Base Lr: 1.56e-03
2024-05-10 05:14:55 transreid.train INFO: Epoch[61] Iter[50/61] Loss: 0.660, Acc: 0.954, Base Lr: 1.56e-03
2024-05-10 05:14:58 transreid.train INFO: Epoch 61 done. Time per epoch: 26.828[s] Speed: 1030.6[samples/s]
2024-05-10 05:15:06 transreid.train INFO: Epoch[62] Iter[10/61] Loss: 0.970, Acc: 0.895, Base Lr: 1.52e-03
2024-05-10 05:15:10 transreid.train INFO: Epoch[62] Iter[20/61] Loss: 0.859, Acc: 0.917, Base Lr: 1.52e-03
2024-05-10 05:15:14 transreid.train INFO: Epoch[62] Iter[30/61] Loss: 0.784, Acc: 0.933, Base Lr: 1.52e-03
2024-05-10 05:15:18 transreid.train INFO: Epoch[62] Iter[40/61] Loss: 0.694, Acc: 0.947, Base Lr: 1.52e-03
2024-05-10 05:15:22 transreid.train INFO: Epoch[62] Iter[50/61] Loss: 0.630, Acc: 0.956, Base Lr: 1.52e-03
2024-05-10 05:15:24 transreid.train INFO: Epoch 62 done. Time per epoch: 26.460[s] Speed: 1044.9[samples/s]
2024-05-10 05:15:33 transreid.train INFO: Epoch[63] Iter[10/61] Loss: 0.980, Acc: 0.898, Base Lr: 1.48e-03
2024-05-10 05:15:37 transreid.train INFO: Epoch[63] Iter[20/61] Loss: 0.865, Acc: 0.920, Base Lr: 1.48e-03
2024-05-10 05:15:41 transreid.train INFO: Epoch[63] Iter[30/61] Loss: 0.780, Acc: 0.935, Base Lr: 1.48e-03
2024-05-10 05:15:45 transreid.train INFO: Epoch[63] Iter[40/61] Loss: 0.687, Acc: 0.949, Base Lr: 1.48e-03
2024-05-10 05:15:48 transreid.train INFO: Epoch[63] Iter[50/61] Loss: 0.617, Acc: 0.957, Base Lr: 1.48e-03
2024-05-10 05:15:50 transreid.train INFO: Epoch 63 done. Time per epoch: 26.454[s] Speed: 1025.8[samples/s]
2024-05-10 05:16:00 transreid.train INFO: Epoch[64] Iter[10/61] Loss: 0.889, Acc: 0.909, Base Lr: 1.44e-03
2024-05-10 05:16:04 transreid.train INFO: Epoch[64] Iter[20/61] Loss: 0.786, Acc: 0.932, Base Lr: 1.44e-03
2024-05-10 05:16:08 transreid.train INFO: Epoch[64] Iter[30/61] Loss: 0.710, Acc: 0.945, Base Lr: 1.44e-03
2024-05-10 05:16:12 transreid.train INFO: Epoch[64] Iter[40/61] Loss: 0.643, Acc: 0.953, Base Lr: 1.44e-03
2024-05-10 05:16:15 transreid.train INFO: Epoch[64] Iter[50/61] Loss: 0.582, Acc: 0.961, Base Lr: 1.44e-03
2024-05-10 05:16:18 transreid.train INFO: Epoch 64 done. Time per epoch: 27.435[s] Speed: 1007.7[samples/s]
2024-05-10 05:16:27 transreid.train INFO: Epoch[65] Iter[10/61] Loss: 0.830, Acc: 0.918, Base Lr: 1.39e-03
2024-05-10 05:16:31 transreid.train INFO: Epoch[65] Iter[20/61] Loss: 0.777, Acc: 0.931, Base Lr: 1.39e-03
2024-05-10 05:16:35 transreid.train INFO: Epoch[65] Iter[30/61] Loss: 0.696, Acc: 0.946, Base Lr: 1.39e-03
2024-05-10 05:16:38 transreid.train INFO: Epoch[65] Iter[40/61] Loss: 0.623, Acc: 0.957, Base Lr: 1.39e-03
2024-05-10 05:16:42 transreid.train INFO: Epoch[65] Iter[50/61] Loss: 0.560, Acc: 0.964, Base Lr: 1.39e-03
2024-05-10 05:16:45 transreid.train INFO: Epoch 65 done. Time per epoch: 26.653[s] Speed: 1037.3[samples/s]
2024-05-10 05:16:54 transreid.train INFO: Epoch[66] Iter[10/61] Loss: 0.832, Acc: 0.917, Base Lr: 1.35e-03
2024-05-10 05:16:57 transreid.train INFO: Epoch[66] Iter[20/61] Loss: 0.752, Acc: 0.935, Base Lr: 1.35e-03
2024-05-10 05:17:01 transreid.train INFO: Epoch[66] Iter[30/61] Loss: 0.674, Acc: 0.949, Base Lr: 1.35e-03
2024-05-10 05:17:05 transreid.train INFO: Epoch[66] Iter[40/61] Loss: 0.600, Acc: 0.959, Base Lr: 1.35e-03
2024-05-10 05:17:09 transreid.train INFO: Epoch[66] Iter[50/61] Loss: 0.543, Acc: 0.965, Base Lr: 1.35e-03
2024-05-10 05:17:11 transreid.train INFO: Epoch 66 done. Time per epoch: 26.651[s] Speed: 1037.4[samples/s]
2024-05-10 05:17:20 transreid.train INFO: Epoch[67] Iter[10/61] Loss: 0.822, Acc: 0.918, Base Lr: 1.31e-03
2024-05-10 05:17:24 transreid.train INFO: Epoch[67] Iter[20/61] Loss: 0.729, Acc: 0.937, Base Lr: 1.31e-03
2024-05-10 05:17:28 transreid.train INFO: Epoch[67] Iter[30/61] Loss: 0.647, Acc: 0.951, Base Lr: 1.31e-03
2024-05-10 05:17:32 transreid.train INFO: Epoch[67] Iter[40/61] Loss: 0.576, Acc: 0.960, Base Lr: 1.31e-03
2024-05-10 05:17:36 transreid.train INFO: Epoch[67] Iter[50/61] Loss: 0.512, Acc: 0.967, Base Lr: 1.31e-03
2024-05-10 05:17:37 transreid.train INFO: Epoch 67 done. Time per epoch: 26.257[s] Speed: 1033.5[samples/s]
2024-05-10 05:17:46 transreid.train INFO: Epoch[68] Iter[10/61] Loss: 0.753, Acc: 0.933, Base Lr: 1.27e-03
2024-05-10 05:17:50 transreid.train INFO: Epoch[68] Iter[20/61] Loss: 0.692, Acc: 0.940, Base Lr: 1.27e-03
2024-05-10 05:17:54 transreid.train INFO: Epoch[68] Iter[30/61] Loss: 0.625, Acc: 0.952, Base Lr: 1.27e-03
2024-05-10 05:17:58 transreid.train INFO: Epoch[68] Iter[40/61] Loss: 0.561, Acc: 0.961, Base Lr: 1.27e-03
2024-05-10 05:18:02 transreid.train INFO: Epoch[68] Iter[50/61] Loss: 0.502, Acc: 0.968, Base Lr: 1.27e-03
2024-05-10 05:18:04 transreid.train INFO: Epoch 68 done. Time per epoch: 26.545[s] Speed: 1041.6[samples/s]
2024-05-10 05:18:13 transreid.train INFO: Epoch[69] Iter[10/61] Loss: 0.733, Acc: 0.932, Base Lr: 1.23e-03
2024-05-10 05:18:17 transreid.train INFO: Epoch[69] Iter[20/61] Loss: 0.685, Acc: 0.942, Base Lr: 1.23e-03
2024-05-10 05:18:21 transreid.train INFO: Epoch[69] Iter[30/61] Loss: 0.611, Acc: 0.953, Base Lr: 1.23e-03
2024-05-10 05:18:25 transreid.train INFO: Epoch[69] Iter[40/61] Loss: 0.543, Acc: 0.963, Base Lr: 1.23e-03
2024-05-10 05:18:28 transreid.train INFO: Epoch[69] Iter[50/61] Loss: 0.483, Acc: 0.969, Base Lr: 1.23e-03
2024-05-10 05:18:31 transreid.train INFO: Epoch 69 done. Time per epoch: 26.716[s] Speed: 1034.9[samples/s]
2024-05-10 05:18:40 transreid.train INFO: Epoch[70] Iter[10/61] Loss: 0.710, Acc: 0.927, Base Lr: 1.19e-03
2024-05-10 05:18:43 transreid.train INFO: Epoch[70] Iter[20/61] Loss: 0.649, Acc: 0.945, Base Lr: 1.19e-03
2024-05-10 05:18:47 transreid.train INFO: Epoch[70] Iter[30/61] Loss: 0.582, Acc: 0.957, Base Lr: 1.19e-03
2024-05-10 05:18:51 transreid.train INFO: Epoch[70] Iter[40/61] Loss: 0.523, Acc: 0.965, Base Lr: 1.19e-03
2024-05-10 05:18:55 transreid.train INFO: Epoch[70] Iter[50/61] Loss: 0.469, Acc: 0.971, Base Lr: 1.19e-03
2024-05-10 05:18:57 transreid.train INFO: Epoch 70 done. Time per epoch: 25.904[s] Speed: 1047.6[samples/s]
2024-05-10 05:19:06 transreid.train INFO: Epoch[71] Iter[10/61] Loss: 0.712, Acc: 0.937, Base Lr: 1.15e-03
2024-05-10 05:19:09 transreid.train INFO: Epoch[71] Iter[20/61] Loss: 0.653, Acc: 0.946, Base Lr: 1.15e-03
2024-05-10 05:19:13 transreid.train INFO: Epoch[71] Iter[30/61] Loss: 0.577, Acc: 0.958, Base Lr: 1.15e-03
2024-05-10 05:19:17 transreid.train INFO: Epoch[71] Iter[40/61] Loss: 0.511, Acc: 0.967, Base Lr: 1.15e-03
2024-05-10 05:19:21 transreid.train INFO: Epoch[71] Iter[50/61] Loss: 0.454, Acc: 0.973, Base Lr: 1.15e-03
2024-05-10 05:19:23 transreid.train INFO: Epoch 71 done. Time per epoch: 26.125[s] Speed: 1038.7[samples/s]
2024-05-10 05:19:32 transreid.train INFO: Epoch[72] Iter[10/61] Loss: 0.720, Acc: 0.933, Base Lr: 1.11e-03
2024-05-10 05:19:36 transreid.train INFO: Epoch[72] Iter[20/61] Loss: 0.631, Acc: 0.951, Base Lr: 1.11e-03
2024-05-10 05:19:40 transreid.train INFO: Epoch[72] Iter[30/61] Loss: 0.553, Acc: 0.962, Base Lr: 1.11e-03
2024-05-10 05:19:43 transreid.train INFO: Epoch[72] Iter[40/61] Loss: 0.494, Acc: 0.969, Base Lr: 1.11e-03
2024-05-10 05:19:47 transreid.train INFO: Epoch[72] Iter[50/61] Loss: 0.444, Acc: 0.974, Base Lr: 1.11e-03
2024-05-10 05:19:50 transreid.train INFO: Epoch 72 done. Time per epoch: 26.760[s] Speed: 1033.2[samples/s]
2024-05-10 05:19:58 transreid.train INFO: Epoch[73] Iter[10/61] Loss: 0.660, Acc: 0.942, Base Lr: 1.07e-03
2024-05-10 05:20:02 transreid.train INFO: Epoch[73] Iter[20/61] Loss: 0.597, Acc: 0.951, Base Lr: 1.07e-03
2024-05-10 05:20:06 transreid.train INFO: Epoch[73] Iter[30/61] Loss: 0.532, Acc: 0.962, Base Lr: 1.07e-03
2024-05-10 05:20:10 transreid.train INFO: Epoch[73] Iter[40/61] Loss: 0.472, Acc: 0.970, Base Lr: 1.07e-03
2024-05-10 05:20:14 transreid.train INFO: Epoch[73] Iter[50/61] Loss: 0.425, Acc: 0.975, Base Lr: 1.07e-03
2024-05-10 05:20:16 transreid.train INFO: Epoch 73 done. Time per epoch: 26.480[s] Speed: 1044.1[samples/s]
2024-05-10 05:20:25 transreid.train INFO: Epoch[74] Iter[10/61] Loss: 0.690, Acc: 0.937, Base Lr: 1.03e-03
2024-05-10 05:20:29 transreid.train INFO: Epoch[74] Iter[20/61] Loss: 0.606, Acc: 0.952, Base Lr: 1.03e-03
2024-05-10 05:20:33 transreid.train INFO: Epoch[74] Iter[30/61] Loss: 0.528, Acc: 0.963, Base Lr: 1.03e-03
2024-05-10 05:20:37 transreid.train INFO: Epoch[74] Iter[40/61] Loss: 0.470, Acc: 0.970, Base Lr: 1.03e-03
2024-05-10 05:20:41 transreid.train INFO: Epoch[74] Iter[50/61] Loss: 0.419, Acc: 0.976, Base Lr: 1.03e-03
2024-05-10 05:20:43 transreid.train INFO: Epoch 74 done. Time per epoch: 26.794[s] Speed: 1031.9[samples/s]
2024-05-10 05:20:52 transreid.train INFO: Epoch[75] Iter[10/61] Loss: 0.655, Acc: 0.939, Base Lr: 9.92e-04
2024-05-10 05:20:56 transreid.train INFO: Epoch[75] Iter[20/61] Loss: 0.583, Acc: 0.954, Base Lr: 9.92e-04
2024-05-10 05:21:00 transreid.train INFO: Epoch[75] Iter[30/61] Loss: 0.511, Acc: 0.965, Base Lr: 9.92e-04
2024-05-10 05:21:04 transreid.train INFO: Epoch[75] Iter[40/61] Loss: 0.451, Acc: 0.972, Base Lr: 9.92e-04
2024-05-10 05:21:07 transreid.train INFO: Epoch[75] Iter[50/61] Loss: 0.406, Acc: 0.977, Base Lr: 9.92e-04
2024-05-10 05:21:10 transreid.train INFO: Epoch 75 done. Time per epoch: 26.971[s] Speed: 1025.1[samples/s]
2024-05-10 05:21:19 transreid.train INFO: Epoch[76] Iter[10/61] Loss: 0.626, Acc: 0.947, Base Lr: 9.54e-04
2024-05-10 05:21:23 transreid.train INFO: Epoch[76] Iter[20/61] Loss: 0.558, Acc: 0.957, Base Lr: 9.54e-04
2024-05-10 05:21:26 transreid.train INFO: Epoch[76] Iter[30/61] Loss: 0.499, Acc: 0.965, Base Lr: 9.54e-04
2024-05-10 05:21:30 transreid.train INFO: Epoch[76] Iter[40/61] Loss: 0.446, Acc: 0.972, Base Lr: 9.54e-04
2024-05-10 05:21:34 transreid.train INFO: Epoch[76] Iter[50/61] Loss: 0.402, Acc: 0.977, Base Lr: 9.54e-04
2024-05-10 05:21:36 transreid.train INFO: Epoch 76 done. Time per epoch: 26.118[s] Speed: 1039.0[samples/s]
2024-05-10 05:21:45 transreid.train INFO: Epoch[77] Iter[10/61] Loss: 0.593, Acc: 0.948, Base Lr: 9.16e-04
2024-05-10 05:21:49 transreid.train INFO: Epoch[77] Iter[20/61] Loss: 0.538, Acc: 0.957, Base Lr: 9.16e-04
2024-05-10 05:21:53 transreid.train INFO: Epoch[77] Iter[30/61] Loss: 0.477, Acc: 0.967, Base Lr: 9.16e-04
2024-05-10 05:21:57 transreid.train INFO: Epoch[77] Iter[40/61] Loss: 0.424, Acc: 0.973, Base Lr: 9.16e-04
2024-05-10 05:22:00 transreid.train INFO: Epoch[77] Iter[50/61] Loss: 0.381, Acc: 0.978, Base Lr: 9.16e-04
2024-05-10 05:22:03 transreid.train INFO: Epoch 77 done. Time per epoch: 26.787[s] Speed: 1032.1[samples/s]
2024-05-10 05:22:12 transreid.train INFO: Epoch[78] Iter[10/61] Loss: 0.618, Acc: 0.943, Base Lr: 8.78e-04
2024-05-10 05:22:16 transreid.train INFO: Epoch[78] Iter[20/61] Loss: 0.529, Acc: 0.959, Base Lr: 8.78e-04
2024-05-10 05:22:20 transreid.train INFO: Epoch[78] Iter[30/61] Loss: 0.470, Acc: 0.968, Base Lr: 8.78e-04
2024-05-10 05:22:23 transreid.train INFO: Epoch[78] Iter[40/61] Loss: 0.420, Acc: 0.974, Base Lr: 8.78e-04
2024-05-10 05:22:27 transreid.train INFO: Epoch[78] Iter[50/61] Loss: 0.382, Acc: 0.978, Base Lr: 8.78e-04
2024-05-10 05:22:30 transreid.train INFO: Epoch 78 done. Time per epoch: 26.880[s] Speed: 1028.6[samples/s]
2024-05-10 05:22:39 transreid.train INFO: Epoch[79] Iter[10/61] Loss: 0.560, Acc: 0.949, Base Lr: 8.41e-04
2024-05-10 05:22:42 transreid.train INFO: Epoch[79] Iter[20/61] Loss: 0.497, Acc: 0.961, Base Lr: 8.41e-04
2024-05-10 05:22:46 transreid.train INFO: Epoch[79] Iter[30/61] Loss: 0.448, Acc: 0.970, Base Lr: 8.41e-04
2024-05-10 05:22:50 transreid.train INFO: Epoch[79] Iter[40/61] Loss: 0.404, Acc: 0.976, Base Lr: 8.41e-04
2024-05-10 05:22:54 transreid.train INFO: Epoch[79] Iter[50/61] Loss: 0.366, Acc: 0.980, Base Lr: 8.41e-04
2024-05-10 05:22:56 transreid.train INFO: Epoch 79 done. Time per epoch: 26.569[s] Speed: 1040.6[samples/s]
2024-05-10 05:23:05 transreid.train INFO: Epoch[80] Iter[10/61] Loss: 0.534, Acc: 0.957, Base Lr: 8.05e-04
2024-05-10 05:23:09 transreid.train INFO: Epoch[80] Iter[20/61] Loss: 0.502, Acc: 0.962, Base Lr: 8.05e-04
2024-05-10 05:23:13 transreid.train INFO: Epoch[80] Iter[30/61] Loss: 0.448, Acc: 0.970, Base Lr: 8.05e-04
2024-05-10 05:23:17 transreid.train INFO: Epoch[80] Iter[40/61] Loss: 0.393, Acc: 0.976, Base Lr: 8.05e-04
2024-05-10 05:23:21 transreid.train INFO: Epoch[80] Iter[50/61] Loss: 0.356, Acc: 0.980, Base Lr: 8.05e-04
2024-05-10 05:23:23 transreid.train INFO: Epoch 80 done. Time per epoch: 26.638[s] Speed: 1037.9[samples/s]
2024-05-10 05:25:17 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 05:25:17 transreid.train INFO: mAP: 63.6%
2024-05-10 05:25:17 transreid.train INFO: CMC curve, Rank-1  :83.5%
2024-05-10 05:25:17 transreid.train INFO: CMC curve, Rank-5  :90.9%
2024-05-10 05:25:17 transreid.train INFO: CMC curve, Rank-10 :93.1%
2024-05-10 05:25:26 transreid.train INFO: Epoch[81] Iter[10/61] Loss: 0.566, Acc: 0.952, Base Lr: 7.69e-04
2024-05-10 05:25:30 transreid.train INFO: Epoch[81] Iter[20/61] Loss: 0.511, Acc: 0.962, Base Lr: 7.69e-04
2024-05-10 05:25:34 transreid.train INFO: Epoch[81] Iter[30/61] Loss: 0.447, Acc: 0.970, Base Lr: 7.69e-04
2024-05-10 05:25:38 transreid.train INFO: Epoch[81] Iter[40/61] Loss: 0.395, Acc: 0.976, Base Lr: 7.69e-04
2024-05-10 05:25:42 transreid.train INFO: Epoch[81] Iter[50/61] Loss: 0.351, Acc: 0.980, Base Lr: 7.69e-04
2024-05-10 05:25:44 transreid.train INFO: Epoch 81 done. Time per epoch: 26.964[s] Speed: 1006.4[samples/s]
2024-05-10 05:25:53 transreid.train INFO: Epoch[82] Iter[10/61] Loss: 0.543, Acc: 0.951, Base Lr: 7.34e-04
2024-05-10 05:25:56 transreid.train INFO: Epoch[82] Iter[20/61] Loss: 0.491, Acc: 0.962, Base Lr: 7.34e-04
2024-05-10 05:26:00 transreid.train INFO: Epoch[82] Iter[30/61] Loss: 0.435, Acc: 0.971, Base Lr: 7.34e-04
2024-05-10 05:26:04 transreid.train INFO: Epoch[82] Iter[40/61] Loss: 0.382, Acc: 0.977, Base Lr: 7.34e-04
2024-05-10 05:26:08 transreid.train INFO: Epoch[82] Iter[50/61] Loss: 0.345, Acc: 0.981, Base Lr: 7.34e-04
2024-05-10 05:26:10 transreid.train INFO: Epoch 82 done. Time per epoch: 26.546[s] Speed: 1041.5[samples/s]
2024-05-10 05:26:19 transreid.train INFO: Epoch[83] Iter[10/61] Loss: 0.537, Acc: 0.951, Base Lr: 6.99e-04
2024-05-10 05:26:23 transreid.train INFO: Epoch[83] Iter[20/61] Loss: 0.484, Acc: 0.964, Base Lr: 6.99e-04
2024-05-10 05:26:27 transreid.train INFO: Epoch[83] Iter[30/61] Loss: 0.425, Acc: 0.972, Base Lr: 6.99e-04
2024-05-10 05:26:30 transreid.train INFO: Epoch[83] Iter[40/61] Loss: 0.377, Acc: 0.978, Base Lr: 6.99e-04
2024-05-10 05:26:34 transreid.train INFO: Epoch[83] Iter[50/61] Loss: 0.335, Acc: 0.982, Base Lr: 6.99e-04
2024-05-10 05:26:36 transreid.train INFO: Epoch 83 done. Time per epoch: 26.377[s] Speed: 1048.2[samples/s]
2024-05-10 05:26:45 transreid.train INFO: Epoch[84] Iter[10/61] Loss: 0.498, Acc: 0.958, Base Lr: 6.65e-04
2024-05-10 05:26:49 transreid.train INFO: Epoch[84] Iter[20/61] Loss: 0.455, Acc: 0.968, Base Lr: 6.65e-04
2024-05-10 05:26:53 transreid.train INFO: Epoch[84] Iter[30/61] Loss: 0.406, Acc: 0.974, Base Lr: 6.65e-04
2024-05-10 05:26:57 transreid.train INFO: Epoch[84] Iter[40/61] Loss: 0.364, Acc: 0.979, Base Lr: 6.65e-04
2024-05-10 05:27:01 transreid.train INFO: Epoch[84] Iter[50/61] Loss: 0.326, Acc: 0.983, Base Lr: 6.65e-04
2024-05-10 05:27:03 transreid.train INFO: Epoch 84 done. Time per epoch: 26.052[s] Speed: 1041.6[samples/s]
2024-05-10 05:27:12 transreid.train INFO: Epoch[85] Iter[10/61] Loss: 0.527, Acc: 0.954, Base Lr: 6.31e-04
2024-05-10 05:27:15 transreid.train INFO: Epoch[85] Iter[20/61] Loss: 0.479, Acc: 0.964, Base Lr: 6.31e-04
2024-05-10 05:27:19 transreid.train INFO: Epoch[85] Iter[30/61] Loss: 0.420, Acc: 0.974, Base Lr: 6.31e-04
2024-05-10 05:27:23 transreid.train INFO: Epoch[85] Iter[40/61] Loss: 0.369, Acc: 0.979, Base Lr: 6.31e-04
2024-05-10 05:27:27 transreid.train INFO: Epoch[85] Iter[50/61] Loss: 0.330, Acc: 0.983, Base Lr: 6.31e-04
2024-05-10 05:27:29 transreid.train INFO: Epoch 85 done. Time per epoch: 26.176[s] Speed: 1036.7[samples/s]
2024-05-10 05:27:38 transreid.train INFO: Epoch[86] Iter[10/61] Loss: 0.517, Acc: 0.959, Base Lr: 5.98e-04
2024-05-10 05:27:41 transreid.train INFO: Epoch[86] Iter[20/61] Loss: 0.443, Acc: 0.969, Base Lr: 5.98e-04
2024-05-10 05:27:45 transreid.train INFO: Epoch[86] Iter[30/61] Loss: 0.396, Acc: 0.975, Base Lr: 5.98e-04
2024-05-10 05:27:49 transreid.train INFO: Epoch[86] Iter[40/61] Loss: 0.351, Acc: 0.980, Base Lr: 5.98e-04
2024-05-10 05:27:53 transreid.train INFO: Epoch[86] Iter[50/61] Loss: 0.317, Acc: 0.984, Base Lr: 5.98e-04
2024-05-10 05:27:55 transreid.train INFO: Epoch 86 done. Time per epoch: 26.440[s] Speed: 1045.7[samples/s]
2024-05-10 05:28:04 transreid.train INFO: Epoch[87] Iter[10/61] Loss: 0.527, Acc: 0.953, Base Lr: 5.66e-04
2024-05-10 05:28:08 transreid.train INFO: Epoch[87] Iter[20/61] Loss: 0.459, Acc: 0.964, Base Lr: 5.66e-04
2024-05-10 05:28:12 transreid.train INFO: Epoch[87] Iter[30/61] Loss: 0.396, Acc: 0.974, Base Lr: 5.66e-04
2024-05-10 05:28:16 transreid.train INFO: Epoch[87] Iter[40/61] Loss: 0.350, Acc: 0.979, Base Lr: 5.66e-04
2024-05-10 05:28:20 transreid.train INFO: Epoch[87] Iter[50/61] Loss: 0.311, Acc: 0.983, Base Lr: 5.66e-04
2024-05-10 05:28:22 transreid.train INFO: Epoch 87 done. Time per epoch: 26.930[s] Speed: 1026.7[samples/s]
2024-05-10 05:28:31 transreid.train INFO: Epoch[88] Iter[10/61] Loss: 0.448, Acc: 0.968, Base Lr: 5.35e-04
2024-05-10 05:28:35 transreid.train INFO: Epoch[88] Iter[20/61] Loss: 0.429, Acc: 0.969, Base Lr: 5.35e-04
2024-05-10 05:28:39 transreid.train INFO: Epoch[88] Iter[30/61] Loss: 0.381, Acc: 0.976, Base Lr: 5.35e-04
2024-05-10 05:28:43 transreid.train INFO: Epoch[88] Iter[40/61] Loss: 0.337, Acc: 0.981, Base Lr: 5.35e-04
2024-05-10 05:28:46 transreid.train INFO: Epoch[88] Iter[50/61] Loss: 0.301, Acc: 0.985, Base Lr: 5.35e-04
2024-05-10 05:28:49 transreid.train INFO: Epoch 88 done. Time per epoch: 26.596[s] Speed: 1039.6[samples/s]
2024-05-10 05:28:58 transreid.train INFO: Epoch[89] Iter[10/61] Loss: 0.479, Acc: 0.963, Base Lr: 5.04e-04
2024-05-10 05:29:01 transreid.train INFO: Epoch[89] Iter[20/61] Loss: 0.421, Acc: 0.973, Base Lr: 5.04e-04
2024-05-10 05:29:05 transreid.train INFO: Epoch[89] Iter[30/61] Loss: 0.380, Acc: 0.977, Base Lr: 5.04e-04
2024-05-10 05:29:09 transreid.train INFO: Epoch[89] Iter[40/61] Loss: 0.338, Acc: 0.982, Base Lr: 5.04e-04
2024-05-10 05:29:13 transreid.train INFO: Epoch[89] Iter[50/61] Loss: 0.303, Acc: 0.985, Base Lr: 5.04e-04
2024-05-10 05:29:15 transreid.train INFO: Epoch 89 done. Time per epoch: 26.211[s] Speed: 1035.3[samples/s]
2024-05-10 05:29:24 transreid.train INFO: Epoch[90] Iter[10/61] Loss: 0.497, Acc: 0.960, Base Lr: 4.74e-04
2024-05-10 05:29:28 transreid.train INFO: Epoch[90] Iter[20/61] Loss: 0.425, Acc: 0.971, Base Lr: 4.74e-04
2024-05-10 05:29:31 transreid.train INFO: Epoch[90] Iter[30/61] Loss: 0.371, Acc: 0.979, Base Lr: 4.74e-04
2024-05-10 05:29:35 transreid.train INFO: Epoch[90] Iter[40/61] Loss: 0.330, Acc: 0.983, Base Lr: 4.74e-04
2024-05-10 05:29:39 transreid.train INFO: Epoch[90] Iter[50/61] Loss: 0.297, Acc: 0.986, Base Lr: 4.74e-04
2024-05-10 05:29:41 transreid.train INFO: Epoch 90 done. Time per epoch: 26.429[s] Speed: 1046.1[samples/s]
2024-05-10 05:29:51 transreid.train INFO: Epoch[91] Iter[10/61] Loss: 0.474, Acc: 0.966, Base Lr: 4.45e-04
2024-05-10 05:29:55 transreid.train INFO: Epoch[91] Iter[20/61] Loss: 0.428, Acc: 0.971, Base Lr: 4.45e-04
2024-05-10 05:29:59 transreid.train INFO: Epoch[91] Iter[30/61] Loss: 0.373, Acc: 0.978, Base Lr: 4.45e-04
2024-05-10 05:30:03 transreid.train INFO: Epoch[91] Iter[40/61] Loss: 0.328, Acc: 0.982, Base Lr: 4.45e-04
2024-05-10 05:30:06 transreid.train INFO: Epoch[91] Iter[50/61] Loss: 0.290, Acc: 0.985, Base Lr: 4.45e-04
2024-05-10 05:30:09 transreid.train INFO: Epoch 91 done. Time per epoch: 27.387[s] Speed: 1009.5[samples/s]
2024-05-10 05:30:18 transreid.train INFO: Epoch[92] Iter[10/61] Loss: 0.434, Acc: 0.967, Base Lr: 4.17e-04
2024-05-10 05:30:22 transreid.train INFO: Epoch[92] Iter[20/61] Loss: 0.395, Acc: 0.975, Base Lr: 4.17e-04
2024-05-10 05:30:25 transreid.train INFO: Epoch[92] Iter[30/61] Loss: 0.351, Acc: 0.979, Base Lr: 4.17e-04
2024-05-10 05:30:29 transreid.train INFO: Epoch[92] Iter[40/61] Loss: 0.311, Acc: 0.983, Base Lr: 4.17e-04
2024-05-10 05:30:33 transreid.train INFO: Epoch[92] Iter[50/61] Loss: 0.282, Acc: 0.986, Base Lr: 4.17e-04
2024-05-10 05:30:35 transreid.train INFO: Epoch 92 done. Time per epoch: 26.274[s] Speed: 1032.8[samples/s]
2024-05-10 05:30:44 transreid.train INFO: Epoch[93] Iter[10/61] Loss: 0.465, Acc: 0.961, Base Lr: 3.89e-04
2024-05-10 05:30:48 transreid.train INFO: Epoch[93] Iter[20/61] Loss: 0.422, Acc: 0.971, Base Lr: 3.89e-04
2024-05-10 05:30:52 transreid.train INFO: Epoch[93] Iter[30/61] Loss: 0.368, Acc: 0.979, Base Lr: 3.89e-04
2024-05-10 05:30:56 transreid.train INFO: Epoch[93] Iter[40/61] Loss: 0.325, Acc: 0.983, Base Lr: 3.89e-04
2024-05-10 05:30:59 transreid.train INFO: Epoch[93] Iter[50/61] Loss: 0.290, Acc: 0.986, Base Lr: 3.89e-04
2024-05-10 05:31:02 transreid.train INFO: Epoch 93 done. Time per epoch: 26.690[s] Speed: 1035.9[samples/s]
2024-05-10 05:31:11 transreid.train INFO: Epoch[94] Iter[10/61] Loss: 0.460, Acc: 0.965, Base Lr: 3.62e-04
2024-05-10 05:31:15 transreid.train INFO: Epoch[94] Iter[20/61] Loss: 0.404, Acc: 0.973, Base Lr: 3.62e-04
2024-05-10 05:31:19 transreid.train INFO: Epoch[94] Iter[30/61] Loss: 0.352, Acc: 0.980, Base Lr: 3.62e-04
2024-05-10 05:31:22 transreid.train INFO: Epoch[94] Iter[40/61] Loss: 0.311, Acc: 0.984, Base Lr: 3.62e-04
2024-05-10 05:31:26 transreid.train INFO: Epoch[94] Iter[50/61] Loss: 0.282, Acc: 0.987, Base Lr: 3.62e-04
2024-05-10 05:31:29 transreid.train INFO: Epoch 94 done. Time per epoch: 26.964[s] Speed: 1025.4[samples/s]
2024-05-10 05:31:38 transreid.train INFO: Epoch[95] Iter[10/61] Loss: 0.432, Acc: 0.968, Base Lr: 3.36e-04
2024-05-10 05:31:42 transreid.train INFO: Epoch[95] Iter[20/61] Loss: 0.392, Acc: 0.973, Base Lr: 3.36e-04
2024-05-10 05:31:46 transreid.train INFO: Epoch[95] Iter[30/61] Loss: 0.349, Acc: 0.979, Base Lr: 3.36e-04
2024-05-10 05:31:49 transreid.train INFO: Epoch[95] Iter[40/61] Loss: 0.310, Acc: 0.983, Base Lr: 3.36e-04
2024-05-10 05:31:53 transreid.train INFO: Epoch[95] Iter[50/61] Loss: 0.279, Acc: 0.986, Base Lr: 3.36e-04
2024-05-10 05:31:55 transreid.train INFO: Epoch 95 done. Time per epoch: 26.810[s] Speed: 1031.3[samples/s]
2024-05-10 05:32:04 transreid.train INFO: Epoch[96] Iter[10/61] Loss: 0.467, Acc: 0.958, Base Lr: 3.11e-04
2024-05-10 05:32:08 transreid.train INFO: Epoch[96] Iter[20/61] Loss: 0.397, Acc: 0.972, Base Lr: 3.11e-04
2024-05-10 05:32:12 transreid.train INFO: Epoch[96] Iter[30/61] Loss: 0.353, Acc: 0.979, Base Lr: 3.11e-04
2024-05-10 05:32:16 transreid.train INFO: Epoch[96] Iter[40/61] Loss: 0.310, Acc: 0.983, Base Lr: 3.11e-04
2024-05-10 05:32:20 transreid.train INFO: Epoch[96] Iter[50/61] Loss: 0.275, Acc: 0.986, Base Lr: 3.11e-04
2024-05-10 05:32:22 transreid.train INFO: Epoch 96 done. Time per epoch: 26.611[s] Speed: 1039.0[samples/s]
2024-05-10 05:32:31 transreid.train INFO: Epoch[97] Iter[10/61] Loss: 0.437, Acc: 0.963, Base Lr: 2.87e-04
2024-05-10 05:32:35 transreid.train INFO: Epoch[97] Iter[20/61] Loss: 0.372, Acc: 0.974, Base Lr: 2.87e-04
2024-05-10 05:32:39 transreid.train INFO: Epoch[97] Iter[30/61] Loss: 0.340, Acc: 0.979, Base Lr: 2.87e-04
2024-05-10 05:32:42 transreid.train INFO: Epoch[97] Iter[40/61] Loss: 0.302, Acc: 0.983, Base Lr: 2.87e-04
2024-05-10 05:32:46 transreid.train INFO: Epoch[97] Iter[50/61] Loss: 0.273, Acc: 0.986, Base Lr: 2.87e-04
2024-05-10 05:32:48 transreid.train INFO: Epoch 97 done. Time per epoch: 26.372[s] Speed: 1048.4[samples/s]
2024-05-10 05:32:57 transreid.train INFO: Epoch[98] Iter[10/61] Loss: 0.444, Acc: 0.967, Base Lr: 2.64e-04
2024-05-10 05:33:01 transreid.train INFO: Epoch[98] Iter[20/61] Loss: 0.387, Acc: 0.975, Base Lr: 2.64e-04
2024-05-10 05:33:05 transreid.train INFO: Epoch[98] Iter[30/61] Loss: 0.346, Acc: 0.980, Base Lr: 2.64e-04
2024-05-10 05:33:09 transreid.train INFO: Epoch[98] Iter[40/61] Loss: 0.305, Acc: 0.984, Base Lr: 2.64e-04
2024-05-10 05:33:13 transreid.train INFO: Epoch[98] Iter[50/61] Loss: 0.274, Acc: 0.987, Base Lr: 2.64e-04
2024-05-10 05:33:15 transreid.train INFO: Epoch 98 done. Time per epoch: 26.590[s] Speed: 1039.8[samples/s]
2024-05-10 05:33:24 transreid.train INFO: Epoch[99] Iter[10/61] Loss: 0.416, Acc: 0.969, Base Lr: 2.42e-04
2024-05-10 05:33:28 transreid.train INFO: Epoch[99] Iter[20/61] Loss: 0.381, Acc: 0.976, Base Lr: 2.42e-04
2024-05-10 05:33:32 transreid.train INFO: Epoch[99] Iter[30/61] Loss: 0.340, Acc: 0.980, Base Lr: 2.42e-04
2024-05-10 05:33:36 transreid.train INFO: Epoch[99] Iter[40/61] Loss: 0.297, Acc: 0.985, Base Lr: 2.42e-04
2024-05-10 05:33:39 transreid.train INFO: Epoch[99] Iter[50/61] Loss: 0.266, Acc: 0.987, Base Lr: 2.42e-04
2024-05-10 05:33:42 transreid.train INFO: Epoch 99 done. Time per epoch: 26.780[s] Speed: 1032.4[samples/s]
2024-05-10 05:33:51 transreid.train INFO: Epoch[100] Iter[10/61] Loss: 0.436, Acc: 0.965, Base Lr: 2.20e-04
2024-05-10 05:33:55 transreid.train INFO: Epoch[100] Iter[20/61] Loss: 0.385, Acc: 0.975, Base Lr: 2.20e-04
2024-05-10 05:33:59 transreid.train INFO: Epoch[100] Iter[30/61] Loss: 0.340, Acc: 0.980, Base Lr: 2.20e-04
2024-05-10 05:34:02 transreid.train INFO: Epoch[100] Iter[40/61] Loss: 0.299, Acc: 0.984, Base Lr: 2.20e-04
2024-05-10 05:34:06 transreid.train INFO: Epoch[100] Iter[50/61] Loss: 0.268, Acc: 0.987, Base Lr: 2.20e-04
2024-05-10 05:34:08 transreid.train INFO: Epoch 100 done. Time per epoch: 26.609[s] Speed: 1039.0[samples/s]
2024-05-10 05:35:59 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 05:35:59 transreid.train INFO: mAP: 64.8%
2024-05-10 05:35:59 transreid.train INFO: CMC curve, Rank-1  :84.4%
2024-05-10 05:35:59 transreid.train INFO: CMC curve, Rank-5  :91.7%
2024-05-10 05:35:59 transreid.train INFO: CMC curve, Rank-10 :93.7%
2024-05-10 05:36:09 transreid.train INFO: Epoch[101] Iter[10/61] Loss: 0.457, Acc: 0.965, Base Lr: 2.00e-04
2024-05-10 05:36:12 transreid.train INFO: Epoch[101] Iter[20/61] Loss: 0.376, Acc: 0.977, Base Lr: 2.00e-04
2024-05-10 05:36:16 transreid.train INFO: Epoch[101] Iter[30/61] Loss: 0.331, Acc: 0.982, Base Lr: 2.00e-04
2024-05-10 05:36:20 transreid.train INFO: Epoch[101] Iter[40/61] Loss: 0.294, Acc: 0.986, Base Lr: 2.00e-04
2024-05-10 05:36:24 transreid.train INFO: Epoch[101] Iter[50/61] Loss: 0.261, Acc: 0.988, Base Lr: 2.00e-04
2024-05-10 05:36:26 transreid.train INFO: Epoch 101 done. Time per epoch: 26.504[s] Speed: 1043.2[samples/s]
2024-05-10 05:36:35 transreid.train INFO: Epoch[102] Iter[10/61] Loss: 0.398, Acc: 0.974, Base Lr: 1.80e-04
2024-05-10 05:36:39 transreid.train INFO: Epoch[102] Iter[20/61] Loss: 0.362, Acc: 0.977, Base Lr: 1.80e-04
2024-05-10 05:36:43 transreid.train INFO: Epoch[102] Iter[30/61] Loss: 0.331, Acc: 0.981, Base Lr: 1.80e-04
2024-05-10 05:36:46 transreid.train INFO: Epoch[102] Iter[40/61] Loss: 0.297, Acc: 0.985, Base Lr: 1.80e-04
2024-05-10 05:36:50 transreid.train INFO: Epoch[102] Iter[50/61] Loss: 0.263, Acc: 0.987, Base Lr: 1.80e-04
2024-05-10 05:36:53 transreid.train INFO: Epoch 102 done. Time per epoch: 26.442[s] Speed: 1045.6[samples/s]
2024-05-10 05:37:02 transreid.train INFO: Epoch[103] Iter[10/61] Loss: 0.416, Acc: 0.968, Base Lr: 1.62e-04
2024-05-10 05:37:05 transreid.train INFO: Epoch[103] Iter[20/61] Loss: 0.367, Acc: 0.976, Base Lr: 1.62e-04
2024-05-10 05:37:09 transreid.train INFO: Epoch[103] Iter[30/61] Loss: 0.329, Acc: 0.981, Base Lr: 1.62e-04
2024-05-10 05:37:13 transreid.train INFO: Epoch[103] Iter[40/61] Loss: 0.294, Acc: 0.985, Base Lr: 1.62e-04
2024-05-10 05:37:17 transreid.train INFO: Epoch[103] Iter[50/61] Loss: 0.262, Acc: 0.987, Base Lr: 1.62e-04
2024-05-10 05:37:19 transreid.train INFO: Epoch 103 done. Time per epoch: 26.337[s] Speed: 1030.4[samples/s]
2024-05-10 05:37:28 transreid.train INFO: Epoch[104] Iter[10/61] Loss: 0.404, Acc: 0.970, Base Lr: 1.44e-04
2024-05-10 05:37:32 transreid.train INFO: Epoch[104] Iter[20/61] Loss: 0.365, Acc: 0.978, Base Lr: 1.44e-04
2024-05-10 05:37:36 transreid.train INFO: Epoch[104] Iter[30/61] Loss: 0.326, Acc: 0.982, Base Lr: 1.44e-04
2024-05-10 05:37:40 transreid.train INFO: Epoch[104] Iter[40/61] Loss: 0.291, Acc: 0.985, Base Lr: 1.44e-04
2024-05-10 05:37:43 transreid.train INFO: Epoch[104] Iter[50/61] Loss: 0.261, Acc: 0.988, Base Lr: 1.44e-04
2024-05-10 05:37:46 transreid.train INFO: Epoch 104 done. Time per epoch: 26.665[s] Speed: 1036.9[samples/s]
2024-05-10 05:37:55 transreid.train INFO: Epoch[105] Iter[10/61] Loss: 0.425, Acc: 0.965, Base Lr: 1.28e-04
2024-05-10 05:37:58 transreid.train INFO: Epoch[105] Iter[20/61] Loss: 0.360, Acc: 0.977, Base Lr: 1.28e-04
2024-05-10 05:38:02 transreid.train INFO: Epoch[105] Iter[30/61] Loss: 0.319, Acc: 0.982, Base Lr: 1.28e-04
2024-05-10 05:38:06 transreid.train INFO: Epoch[105] Iter[40/61] Loss: 0.286, Acc: 0.986, Base Lr: 1.28e-04
2024-05-10 05:38:10 transreid.train INFO: Epoch[105] Iter[50/61] Loss: 0.255, Acc: 0.988, Base Lr: 1.28e-04
2024-05-10 05:38:12 transreid.train INFO: Epoch 105 done. Time per epoch: 26.850[s] Speed: 1029.7[samples/s]
2024-05-10 05:38:22 transreid.train INFO: Epoch[106] Iter[10/61] Loss: 0.413, Acc: 0.971, Base Lr: 1.12e-04
2024-05-10 05:38:26 transreid.train INFO: Epoch[106] Iter[20/61] Loss: 0.372, Acc: 0.976, Base Lr: 1.12e-04
2024-05-10 05:38:30 transreid.train INFO: Epoch[106] Iter[30/61] Loss: 0.326, Acc: 0.981, Base Lr: 1.12e-04
2024-05-10 05:38:33 transreid.train INFO: Epoch[106] Iter[40/61] Loss: 0.288, Acc: 0.985, Base Lr: 1.12e-04
2024-05-10 05:38:37 transreid.train INFO: Epoch[106] Iter[50/61] Loss: 0.257, Acc: 0.988, Base Lr: 1.12e-04
2024-05-10 05:38:39 transreid.train INFO: Epoch 106 done. Time per epoch: 26.802[s] Speed: 1012.4[samples/s]
2024-05-10 05:38:48 transreid.train INFO: Epoch[107] Iter[10/61] Loss: 0.393, Acc: 0.970, Base Lr: 9.80e-05
2024-05-10 05:38:52 transreid.train INFO: Epoch[107] Iter[20/61] Loss: 0.360, Acc: 0.977, Base Lr: 9.80e-05
2024-05-10 05:38:56 transreid.train INFO: Epoch[107] Iter[30/61] Loss: 0.321, Acc: 0.982, Base Lr: 9.80e-05
2024-05-10 05:39:00 transreid.train INFO: Epoch[107] Iter[40/61] Loss: 0.287, Acc: 0.986, Base Lr: 9.80e-05
2024-05-10 05:39:04 transreid.train INFO: Epoch[107] Iter[50/61] Loss: 0.254, Acc: 0.988, Base Lr: 9.80e-05
2024-05-10 05:39:06 transreid.train INFO: Epoch 107 done. Time per epoch: 26.607[s] Speed: 1039.1[samples/s]
2024-05-10 05:39:15 transreid.train INFO: Epoch[108] Iter[10/61] Loss: 0.432, Acc: 0.964, Base Lr: 8.46e-05
2024-05-10 05:39:19 transreid.train INFO: Epoch[108] Iter[20/61] Loss: 0.367, Acc: 0.976, Base Lr: 8.46e-05
2024-05-10 05:39:23 transreid.train INFO: Epoch[108] Iter[30/61] Loss: 0.324, Acc: 0.981, Base Lr: 8.46e-05
2024-05-10 05:39:26 transreid.train INFO: Epoch[108] Iter[40/61] Loss: 0.288, Acc: 0.985, Base Lr: 8.46e-05
2024-05-10 05:39:30 transreid.train INFO: Epoch[108] Iter[50/61] Loss: 0.258, Acc: 0.988, Base Lr: 8.46e-05
2024-05-10 05:39:32 transreid.train INFO: Epoch 108 done. Time per epoch: 26.635[s] Speed: 1038.0[samples/s]
2024-05-10 05:39:41 transreid.train INFO: Epoch[109] Iter[10/61] Loss: 0.407, Acc: 0.968, Base Lr: 7.22e-05
2024-05-10 05:39:45 transreid.train INFO: Epoch[109] Iter[20/61] Loss: 0.365, Acc: 0.975, Base Lr: 7.22e-05
2024-05-10 05:39:49 transreid.train INFO: Epoch[109] Iter[30/61] Loss: 0.318, Acc: 0.982, Base Lr: 7.22e-05
2024-05-10 05:39:53 transreid.train INFO: Epoch[109] Iter[40/61] Loss: 0.281, Acc: 0.986, Base Lr: 7.22e-05
2024-05-10 05:39:57 transreid.train INFO: Epoch[109] Iter[50/61] Loss: 0.252, Acc: 0.988, Base Lr: 7.22e-05
2024-05-10 05:39:59 transreid.train INFO: Epoch 109 done. Time per epoch: 26.344[s] Speed: 1030.1[samples/s]
2024-05-10 05:40:08 transreid.train INFO: Epoch[110] Iter[10/61] Loss: 0.402, Acc: 0.968, Base Lr: 6.08e-05
2024-05-10 05:40:12 transreid.train INFO: Epoch[110] Iter[20/61] Loss: 0.362, Acc: 0.977, Base Lr: 6.08e-05
2024-05-10 05:40:16 transreid.train INFO: Epoch[110] Iter[30/61] Loss: 0.323, Acc: 0.982, Base Lr: 6.08e-05
2024-05-10 05:40:20 transreid.train INFO: Epoch[110] Iter[40/61] Loss: 0.287, Acc: 0.986, Base Lr: 6.08e-05
2024-05-10 05:40:23 transreid.train INFO: Epoch[110] Iter[50/61] Loss: 0.254, Acc: 0.988, Base Lr: 6.08e-05
2024-05-10 05:40:25 transreid.train INFO: Epoch 110 done. Time per epoch: 26.403[s] Speed: 1027.8[samples/s]
2024-05-10 05:40:34 transreid.train INFO: Epoch[111] Iter[10/61] Loss: 0.401, Acc: 0.973, Base Lr: 5.05e-05
2024-05-10 05:40:38 transreid.train INFO: Epoch[111] Iter[20/61] Loss: 0.360, Acc: 0.978, Base Lr: 5.05e-05
2024-05-10 05:40:42 transreid.train INFO: Epoch[111] Iter[30/61] Loss: 0.318, Acc: 0.983, Base Lr: 5.05e-05
2024-05-10 05:40:46 transreid.train INFO: Epoch[111] Iter[40/61] Loss: 0.284, Acc: 0.986, Base Lr: 5.05e-05
2024-05-10 05:40:50 transreid.train INFO: Epoch[111] Iter[50/61] Loss: 0.252, Acc: 0.989, Base Lr: 5.05e-05
2024-05-10 05:40:52 transreid.train INFO: Epoch 111 done. Time per epoch: 26.612[s] Speed: 1038.9[samples/s]
2024-05-10 05:41:01 transreid.train INFO: Epoch[112] Iter[10/61] Loss: 0.400, Acc: 0.973, Base Lr: 4.13e-05
2024-05-10 05:41:05 transreid.train INFO: Epoch[112] Iter[20/61] Loss: 0.353, Acc: 0.979, Base Lr: 4.13e-05
2024-05-10 05:41:09 transreid.train INFO: Epoch[112] Iter[30/61] Loss: 0.313, Acc: 0.984, Base Lr: 4.13e-05
2024-05-10 05:41:13 transreid.train INFO: Epoch[112] Iter[40/61] Loss: 0.278, Acc: 0.987, Base Lr: 4.13e-05
2024-05-10 05:41:16 transreid.train INFO: Epoch[112] Iter[50/61] Loss: 0.248, Acc: 0.989, Base Lr: 4.13e-05
2024-05-10 05:41:18 transreid.train INFO: Epoch 112 done. Time per epoch: 26.352[s] Speed: 1029.8[samples/s]
2024-05-10 05:41:27 transreid.train INFO: Epoch[113] Iter[10/61] Loss: 0.397, Acc: 0.974, Base Lr: 3.31e-05
2024-05-10 05:41:31 transreid.train INFO: Epoch[113] Iter[20/61] Loss: 0.360, Acc: 0.979, Base Lr: 3.31e-05
2024-05-10 05:41:35 transreid.train INFO: Epoch[113] Iter[30/61] Loss: 0.318, Acc: 0.984, Base Lr: 3.31e-05
2024-05-10 05:41:39 transreid.train INFO: Epoch[113] Iter[40/61] Loss: 0.283, Acc: 0.986, Base Lr: 3.31e-05
2024-05-10 05:41:42 transreid.train INFO: Epoch[113] Iter[50/61] Loss: 0.251, Acc: 0.989, Base Lr: 3.31e-05
2024-05-10 05:41:45 transreid.train INFO: Epoch 113 done. Time per epoch: 26.441[s] Speed: 1045.7[samples/s]
2024-05-10 05:41:54 transreid.train INFO: Epoch[114] Iter[10/61] Loss: 0.429, Acc: 0.969, Base Lr: 2.61e-05
2024-05-10 05:41:58 transreid.train INFO: Epoch[114] Iter[20/61] Loss: 0.362, Acc: 0.978, Base Lr: 2.61e-05
2024-05-10 05:42:02 transreid.train INFO: Epoch[114] Iter[30/61] Loss: 0.313, Acc: 0.984, Base Lr: 2.61e-05
2024-05-10 05:42:05 transreid.train INFO: Epoch[114] Iter[40/61] Loss: 0.278, Acc: 0.987, Base Lr: 2.61e-05
2024-05-10 05:42:09 transreid.train INFO: Epoch[114] Iter[50/61] Loss: 0.249, Acc: 0.989, Base Lr: 2.61e-05
2024-05-10 05:42:12 transreid.train INFO: Epoch 114 done. Time per epoch: 27.290[s] Speed: 1013.1[samples/s]
2024-05-10 05:42:21 transreid.train INFO: Epoch[115] Iter[10/61] Loss: 0.398, Acc: 0.971, Base Lr: 2.01e-05
2024-05-10 05:42:25 transreid.train INFO: Epoch[115] Iter[20/61] Loss: 0.349, Acc: 0.979, Base Lr: 2.01e-05
2024-05-10 05:42:29 transreid.train INFO: Epoch[115] Iter[30/61] Loss: 0.316, Acc: 0.982, Base Lr: 2.01e-05
2024-05-10 05:42:32 transreid.train INFO: Epoch[115] Iter[40/61] Loss: 0.280, Acc: 0.986, Base Lr: 2.01e-05
2024-05-10 05:42:36 transreid.train INFO: Epoch[115] Iter[50/61] Loss: 0.252, Acc: 0.988, Base Lr: 2.01e-05
2024-05-10 05:42:39 transreid.train INFO: Epoch 115 done. Time per epoch: 26.667[s] Speed: 1036.8[samples/s]
2024-05-10 05:42:48 transreid.train INFO: Epoch[116] Iter[10/61] Loss: 0.406, Acc: 0.971, Base Lr: 1.51e-05
2024-05-10 05:42:51 transreid.train INFO: Epoch[116] Iter[20/61] Loss: 0.354, Acc: 0.978, Base Lr: 1.51e-05
2024-05-10 05:42:55 transreid.train INFO: Epoch[116] Iter[30/61] Loss: 0.321, Acc: 0.983, Base Lr: 1.51e-05
2024-05-10 05:42:59 transreid.train INFO: Epoch[116] Iter[40/61] Loss: 0.284, Acc: 0.986, Base Lr: 1.51e-05
2024-05-10 05:43:03 transreid.train INFO: Epoch[116] Iter[50/61] Loss: 0.253, Acc: 0.988, Base Lr: 1.51e-05
2024-05-10 05:43:05 transreid.train INFO: Epoch 116 done. Time per epoch: 26.440[s] Speed: 1026.3[samples/s]
2024-05-10 05:43:14 transreid.train INFO: Epoch[117] Iter[10/61] Loss: 0.427, Acc: 0.972, Base Lr: 1.13e-05
2024-05-10 05:43:18 transreid.train INFO: Epoch[117] Iter[20/61] Loss: 0.366, Acc: 0.979, Base Lr: 1.13e-05
2024-05-10 05:43:22 transreid.train INFO: Epoch[117] Iter[30/61] Loss: 0.317, Acc: 0.983, Base Lr: 1.13e-05
2024-05-10 05:43:26 transreid.train INFO: Epoch[117] Iter[40/61] Loss: 0.283, Acc: 0.986, Base Lr: 1.13e-05
2024-05-10 05:43:29 transreid.train INFO: Epoch[117] Iter[50/61] Loss: 0.252, Acc: 0.989, Base Lr: 1.13e-05
2024-05-10 05:43:31 transreid.train INFO: Epoch 117 done. Time per epoch: 26.328[s] Speed: 1030.7[samples/s]
2024-05-10 05:43:40 transreid.train INFO: Epoch[118] Iter[10/61] Loss: 0.400, Acc: 0.967, Base Lr: 8.59e-06
2024-05-10 05:43:44 transreid.train INFO: Epoch[118] Iter[20/61] Loss: 0.355, Acc: 0.978, Base Lr: 8.59e-06
2024-05-10 05:43:48 transreid.train INFO: Epoch[118] Iter[30/61] Loss: 0.310, Acc: 0.983, Base Lr: 8.59e-06
2024-05-10 05:43:52 transreid.train INFO: Epoch[118] Iter[40/61] Loss: 0.278, Acc: 0.987, Base Lr: 8.59e-06
2024-05-10 05:43:56 transreid.train INFO: Epoch[118] Iter[50/61] Loss: 0.247, Acc: 0.989, Base Lr: 8.59e-06
2024-05-10 05:43:58 transreid.train INFO: Epoch 118 done. Time per epoch: 26.245[s] Speed: 1034.0[samples/s]
2024-05-10 05:44:07 transreid.train INFO: Epoch[119] Iter[10/61] Loss: 0.418, Acc: 0.967, Base Lr: 6.95e-06
2024-05-10 05:44:11 transreid.train INFO: Epoch[119] Iter[20/61] Loss: 0.360, Acc: 0.978, Base Lr: 6.95e-06
2024-05-10 05:44:14 transreid.train INFO: Epoch[119] Iter[30/61] Loss: 0.317, Acc: 0.983, Base Lr: 6.95e-06
2024-05-10 05:44:18 transreid.train INFO: Epoch[119] Iter[40/61] Loss: 0.278, Acc: 0.987, Base Lr: 6.95e-06
2024-05-10 05:44:22 transreid.train INFO: Epoch[119] Iter[50/61] Loss: 0.249, Acc: 0.989, Base Lr: 6.95e-06
2024-05-10 05:44:24 transreid.train INFO: Epoch 119 done. Time per epoch: 26.813[s] Speed: 1031.1[samples/s]
2024-05-10 05:44:33 transreid.train INFO: Epoch[120] Iter[10/61] Loss: 0.409, Acc: 0.970, Base Lr: 6.40e-06
2024-05-10 05:44:37 transreid.train INFO: Epoch[120] Iter[20/61] Loss: 0.362, Acc: 0.977, Base Lr: 6.40e-06
2024-05-10 05:44:41 transreid.train INFO: Epoch[120] Iter[30/61] Loss: 0.315, Acc: 0.982, Base Lr: 6.40e-06
2024-05-10 05:44:45 transreid.train INFO: Epoch[120] Iter[40/61] Loss: 0.278, Acc: 0.986, Base Lr: 6.40e-06
2024-05-10 05:44:49 transreid.train INFO: Epoch[120] Iter[50/61] Loss: 0.246, Acc: 0.988, Base Lr: 6.40e-06
2024-05-10 05:44:51 transreid.train INFO: Epoch 120 done. Time per epoch: 26.893[s] Speed: 1028.1[samples/s]
2024-05-10 05:46:41 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 05:46:41 transreid.train INFO: mAP: 65.0%
2024-05-10 05:46:41 transreid.train INFO: CMC curve, Rank-1  :84.6%
2024-05-10 05:46:41 transreid.train INFO: CMC curve, Rank-5  :91.7%
2024-05-10 05:46:41 transreid.train INFO: CMC curve, Rank-10 :93.6%
