2024-04-30 07:56:52 transreid INFO: Saving model in the path :log/bs_exp/ResNet50_IBN_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-30 07:56:52 transreid INFO: Loaded configuration file configs/msmt17/resnet50_ibn.yml
2024-04-30 07:56:52 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: resnet50_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet50_IBN.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet50_IBN_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  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: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-30 07:56:52 transreid.check INFO: Dataset statistics:
2024-04-30 07:56:52 transreid.check INFO:   ----------------------------------------
2024-04-30 07:56:52 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 07:56:52 transreid.check INFO:   ----------------------------------------
2024-04-30 07:56:52 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 07:56:52 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 07:56:52 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 07:56:52 transreid.check INFO:   ----------------------------------------
2024-04-30 07:56:57 transreid INFO: ===========using cosine learning rate=======
2024-04-30 07:56:57 transreid.train INFO: start training
2024-04-30 07:57:02 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 14.125, Acc: 0.002, Base Lr: 2.38e-05
2024-04-30 07:57:03 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 14.226, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-30 07:57:43 transreid.train INFO: Epoch 1 done. Time per epoch: 46.067[s] Speed: 659.9[samples/s]
2024-04-30 07:57:44 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 10.238, Acc: 0.000, Base Lr: 4.36e-05
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2024-04-30 07:58:25 transreid.train INFO: Epoch 2 done. Time per epoch: 42.493[s] Speed: 715.4[samples/s]
2024-04-30 07:58:27 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.555, Acc: 0.067, Base Lr: 6.34e-05
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2024-04-30 07:59:50 transreid.train INFO: Epoch 4 done. Time per epoch: 42.246[s] Speed: 716.6[samples/s]
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2024-04-30 08:00:32 transreid.train INFO: Epoch 5 done. Time per epoch: 42.473[s] Speed: 712.7[samples/s]
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2024-04-30 08:04:05 transreid.train INFO: Epoch 10 done. Time per epoch: 42.261[s] Speed: 719.3[samples/s]
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2024-04-30 08:04:47 transreid.train INFO: Epoch 11 done. Time per epoch: 42.266[s] Speed: 714.7[samples/s]
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2024-04-30 08:05:30 transreid.train INFO: Epoch 12 done. Time per epoch: 42.771[s] Speed: 710.8[samples/s]
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2024-04-30 08:09:03 transreid.train INFO: Epoch 17 done. Time per epoch: 42.694[s] Speed: 710.5[samples/s]
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2024-04-30 08:11:11 transreid.train INFO: Epoch 20 done. Time per epoch: 42.494[s] Speed: 713.9[samples/s]
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2024-04-30 08:13:18 transreid.train INFO: Epoch 23 done. Time per epoch: 42.589[s] Speed: 712.3[samples/s]
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2024-04-30 08:14:01 transreid.train INFO: Epoch 24 done. Time per epoch: 42.272[s] Speed: 717.6[samples/s]
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2024-04-30 08:16:08 transreid.train INFO: Epoch 27 done. Time per epoch: 42.734[s] Speed: 711.4[samples/s]
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2024-04-30 08:16:51 transreid.train INFO: Epoch 28 done. Time per epoch: 42.841[s] Speed: 706.6[samples/s]
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2024-04-30 08:17:34 transreid.train INFO: Epoch 29 done. Time per epoch: 42.626[s] Speed: 710.2[samples/s]
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2024-04-30 08:18:17 transreid.train INFO: Epoch 30 done. Time per epoch: 42.831[s] Speed: 708.3[samples/s]
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2024-04-30 08:18:59 transreid.train INFO: Epoch 31 done. Time per epoch: 42.438[s] Speed: 713.3[samples/s]
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2024-04-30 08:19:41 transreid.train INFO: Epoch 32 done. Time per epoch: 42.404[s] Speed: 716.9[samples/s]
2024-04-30 08:19:43 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.699, Acc: 0.922, Base Lr: 3.30e-04
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2024-04-30 08:20:24 transreid.train INFO: Epoch 33 done. Time per epoch: 42.746[s] Speed: 709.7[samples/s]
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2024-04-30 08:21:07 transreid.train INFO: Epoch 34 done. Time per epoch: 42.376[s] Speed: 714.4[samples/s]
2024-04-30 08:21:08 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.566, Acc: 0.958, Base Lr: 3.22e-04
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2024-04-30 08:21:49 transreid.train INFO: Epoch 35 done. Time per epoch: 42.785[s] Speed: 710.5[samples/s]
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2024-04-30 08:22:32 transreid.train INFO: Epoch 36 done. Time per epoch: 42.500[s] Speed: 710.8[samples/s]
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2024-04-30 08:23:15 transreid.train INFO: Epoch 37 done. Time per epoch: 42.714[s] Speed: 710.2[samples/s]
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2024-04-30 08:23:57 transreid.train INFO: Epoch 38 done. Time per epoch: 42.670[s] Speed: 710.9[samples/s]
2024-04-30 08:23:59 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.423, Acc: 0.973, Base Lr: 3.05e-04
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2024-04-30 08:24:40 transreid.train INFO: Epoch 39 done. Time per epoch: 42.507[s] Speed: 713.7[samples/s]
2024-04-30 08:24:41 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.446, Acc: 0.967, Base Lr: 3.00e-04
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2024-04-30 08:25:22 transreid.train INFO: Epoch 40 done. Time per epoch: 42.661[s] Speed: 712.6[samples/s]
2024-04-30 08:27:50 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 08:27:50 transreid.train INFO: mAP: 68.1%
2024-04-30 08:27:50 transreid.train INFO: CMC curve, Rank-1  :86.6%
2024-04-30 08:27:50 transreid.train INFO: CMC curve, Rank-5  :93.2%
2024-04-30 08:27:50 transreid.train INFO: CMC curve, Rank-10 :95.0%
2024-04-30 08:27:54 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.330, Acc: 0.981, Base Lr: 2.96e-04
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2024-04-30 08:28:00 transreid.train INFO: Epoch[41] Iter[80/486] Loss: 0.353, Acc: 0.977, Base Lr: 2.96e-04
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2024-04-30 08:28:35 transreid.train INFO: Epoch 41 done. Time per epoch: 44.977[s] Speed: 675.9[samples/s]
2024-04-30 08:28:39 transreid.train INFO: Epoch[42] Iter[10/486] Loss: 0.310, Acc: 0.988, Base Lr: 2.91e-04
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2024-04-30 08:29:20 transreid.train INFO: Epoch 42 done. Time per epoch: 45.102[s] Speed: 672.6[samples/s]
2024-04-30 08:29:24 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.353, Acc: 0.980, Base Lr: 2.86e-04
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2024-04-30 08:30:06 transreid.train INFO: Epoch 43 done. Time per epoch: 45.196[s] Speed: 671.2[samples/s]
2024-04-30 08:30:09 transreid.train INFO: Epoch[44] Iter[10/486] Loss: 0.279, Acc: 0.989, Base Lr: 2.82e-04
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2024-04-30 08:30:51 transreid.train INFO: Epoch 44 done. Time per epoch: 45.664[s] Speed: 665.7[samples/s]
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2024-04-30 08:31:36 transreid.train INFO: Epoch 45 done. Time per epoch: 44.755[s] Speed: 676.4[samples/s]
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2024-04-30 08:32:21 transreid.train INFO: Epoch 46 done. Time per epoch: 45.363[s] Speed: 667.3[samples/s]
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2024-04-30 08:33:06 transreid.train INFO: Epoch 47 done. Time per epoch: 45.032[s] Speed: 670.8[samples/s]
2024-04-30 08:33:10 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.282, Acc: 0.977, Base Lr: 2.62e-04
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2024-04-30 08:33:51 transreid.train INFO: Epoch 48 done. Time per epoch: 44.553[s] Speed: 675.1[samples/s]
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2024-04-30 08:34:36 transreid.train INFO: Epoch 49 done. Time per epoch: 45.185[s] Speed: 670.0[samples/s]
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2024-04-30 08:35:21 transreid.train INFO: Epoch 50 done. Time per epoch: 45.393[s] Speed: 666.9[samples/s]
2024-04-30 08:35:26 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.218, Acc: 0.991, Base Lr: 2.47e-04
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2024-04-30 08:36:08 transreid.train INFO: Epoch 51 done. Time per epoch: 46.281[s] Speed: 659.6[samples/s]
2024-04-30 08:36:12 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.223, Acc: 0.988, Base Lr: 2.42e-04
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2024-04-30 08:36:54 transreid.train INFO: Epoch 52 done. Time per epoch: 46.078[s] Speed: 659.7[samples/s]
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2024-04-30 08:37:40 transreid.train INFO: Epoch 53 done. Time per epoch: 46.046[s] Speed: 658.8[samples/s]
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2024-04-30 08:38:26 transreid.train INFO: Epoch 54 done. Time per epoch: 46.515[s] Speed: 656.3[samples/s]
2024-04-30 08:38:31 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.250, Acc: 0.983, Base Lr: 2.26e-04
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2024-04-30 08:39:12 transreid.train INFO: Epoch 55 done. Time per epoch: 45.751[s] Speed: 660.3[samples/s]
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2024-04-30 08:39:58 transreid.train INFO: Epoch 56 done. Time per epoch: 46.017[s] Speed: 656.4[samples/s]
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2024-04-30 08:40:44 transreid.train INFO: Epoch 57 done. Time per epoch: 45.675[s] Speed: 664.2[samples/s]
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2024-04-30 08:41:30 transreid.train INFO: Epoch 58 done. Time per epoch: 46.160[s] Speed: 655.8[samples/s]
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2024-04-30 08:42:16 transreid.train INFO: Epoch 59 done. Time per epoch: 46.085[s] Speed: 659.6[samples/s]
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2024-04-30 08:43:01 transreid.train INFO: Epoch 60 done. Time per epoch: 45.105[s] Speed: 669.7[samples/s]
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2024-04-30 08:43:47 transreid.train INFO: Epoch 61 done. Time per epoch: 46.153[s] Speed: 657.3[samples/s]
2024-04-30 08:43:52 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.152, Acc: 0.995, Base Lr: 1.90e-04
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2024-04-30 08:44:33 transreid.train INFO: Epoch 62 done. Time per epoch: 45.906[s] Speed: 656.6[samples/s]
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2024-04-30 08:45:19 transreid.train INFO: Epoch 63 done. Time per epoch: 45.967[s] Speed: 660.0[samples/s]
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2024-04-30 08:46:05 transreid.train INFO: Epoch 64 done. Time per epoch: 46.230[s] Speed: 656.2[samples/s]
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2024-04-30 08:46:51 transreid.train INFO: Epoch 65 done. Time per epoch: 45.431[s] Speed: 666.3[samples/s]
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2024-04-30 08:47:37 transreid.train INFO: Epoch 66 done. Time per epoch: 46.321[s] Speed: 654.9[samples/s]
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2024-04-30 08:48:23 transreid.train INFO: Epoch 67 done. Time per epoch: 46.196[s] Speed: 656.7[samples/s]
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2024-04-30 08:49:09 transreid.train INFO: Epoch 68 done. Time per epoch: 45.402[s] Speed: 666.8[samples/s]
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2024-04-30 08:49:55 transreid.train INFO: Epoch 69 done. Time per epoch: 45.994[s] Speed: 659.6[samples/s]
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2024-04-30 08:50:40 transreid.train INFO: Epoch 70 done. Time per epoch: 45.522[s] Speed: 665.0[samples/s]
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2024-04-30 08:51:26 transreid.train INFO: Epoch 71 done. Time per epoch: 45.978[s] Speed: 659.8[samples/s]
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2024-04-30 08:52:12 transreid.train INFO: Epoch 72 done. Time per epoch: 46.065[s] Speed: 657.2[samples/s]
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2024-04-30 08:52:59 transreid.train INFO: Epoch 73 done. Time per epoch: 46.353[s] Speed: 654.5[samples/s]
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2024-04-30 08:53:45 transreid.train INFO: Epoch 74 done. Time per epoch: 46.360[s] Speed: 655.7[samples/s]
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2024-04-30 08:54:31 transreid.train INFO: Epoch 75 done. Time per epoch: 45.991[s] Speed: 659.6[samples/s]
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2024-04-30 08:56:03 transreid.train INFO: Epoch 77 done. Time per epoch: 46.157[s] Speed: 657.2[samples/s]
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2024-04-30 08:56:49 transreid.train INFO: Epoch 78 done. Time per epoch: 45.956[s] Speed: 660.1[samples/s]
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2024-04-30 08:57:35 transreid.train INFO: Epoch 79 done. Time per epoch: 46.011[s] Speed: 657.9[samples/s]
2024-04-30 08:57:39 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.147, Acc: 0.989, Base Lr: 1.01e-04
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2024-04-30 08:58:21 transreid.train INFO: Epoch 80 done. Time per epoch: 45.829[s] Speed: 657.8[samples/s]
2024-04-30 09:00:55 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 09:00:55 transreid.train INFO: mAP: 71.5%
2024-04-30 09:00:55 transreid.train INFO: CMC curve, Rank-1  :88.2%
2024-04-30 09:00:55 transreid.train INFO: CMC curve, Rank-5  :94.1%
2024-04-30 09:00:55 transreid.train INFO: CMC curve, Rank-10 :95.7%
2024-04-30 09:01:00 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.152, Acc: 0.994, Base Lr: 9.61e-05
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2024-04-30 09:01:41 transreid.train INFO: Epoch 81 done. Time per epoch: 46.208[s] Speed: 657.9[samples/s]
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2024-04-30 09:03:14 transreid.train INFO: Epoch 83 done. Time per epoch: 46.546[s] Speed: 650.4[samples/s]
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2024-04-30 09:04:01 transreid.train INFO: Epoch 84 done. Time per epoch: 46.828[s] Speed: 649.2[samples/s]
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2024-04-30 09:05:34 transreid.train INFO: Epoch 86 done. Time per epoch: 46.561[s] Speed: 650.2[samples/s]
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2024-04-30 09:06:21 transreid.train INFO: Epoch 87 done. Time per epoch: 46.765[s] Speed: 647.3[samples/s]
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2024-04-30 09:07:55 transreid.train INFO: Epoch 89 done. Time per epoch: 46.823[s] Speed: 647.9[samples/s]
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2024-04-30 09:08:42 transreid.train INFO: Epoch 90 done. Time per epoch: 46.905[s] Speed: 646.8[samples/s]
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2024-04-30 09:09:28 transreid.train INFO: Epoch 91 done. Time per epoch: 46.624[s] Speed: 649.3[samples/s]
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2024-04-30 09:10:15 transreid.train INFO: Epoch 92 done. Time per epoch: 46.621[s] Speed: 653.4[samples/s]
2024-04-30 09:10:20 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.209, Acc: 0.988, Base Lr: 4.86e-05
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2024-04-30 09:11:02 transreid.train INFO: Epoch 93 done. Time per epoch: 46.964[s] Speed: 647.3[samples/s]
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2024-04-30 09:11:50 transreid.train INFO: Epoch 94 done. Time per epoch: 47.861[s] Speed: 633.8[samples/s]
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2024-04-30 09:13:23 transreid.train INFO: Epoch 96 done. Time per epoch: 47.235[s] Speed: 642.2[samples/s]
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2024-04-30 09:14:10 transreid.train INFO: Epoch 97 done. Time per epoch: 46.529[s] Speed: 649.2[samples/s]
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2024-04-30 09:15:44 transreid.train INFO: Epoch 99 done. Time per epoch: 47.545[s] Speed: 638.1[samples/s]
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2024-04-30 09:16:31 transreid.train INFO: Epoch 100 done. Time per epoch: 46.741[s] Speed: 649.0[samples/s]
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2024-04-30 09:17:18 transreid.train INFO: Epoch 101 done. Time per epoch: 46.866[s] Speed: 650.0[samples/s]
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2024-04-30 09:18:04 transreid.train INFO: Epoch 102 done. Time per epoch: 46.709[s] Speed: 646.7[samples/s]
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2024-04-30 09:18:51 transreid.train INFO: Epoch 103 done. Time per epoch: 46.928[s] Speed: 646.4[samples/s]
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2024-04-30 09:19:38 transreid.train INFO: Epoch 104 done. Time per epoch: 46.621[s] Speed: 648.0[samples/s]
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2024-04-30 09:20:24 transreid.train INFO: Epoch 105 done. Time per epoch: 46.608[s] Speed: 646.8[samples/s]
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2024-04-30 09:21:12 transreid.train INFO: Epoch 106 done. Time per epoch: 47.726[s] Speed: 632.9[samples/s]
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2024-04-30 09:21:59 transreid.train INFO: Epoch 107 done. Time per epoch: 47.105[s] Speed: 644.0[samples/s]
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2024-04-30 09:22:46 transreid.train INFO: Epoch 108 done. Time per epoch: 46.455[s] Speed: 651.6[samples/s]
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2024-04-30 09:23:32 transreid.train INFO: Epoch 109 done. Time per epoch: 46.716[s] Speed: 648.0[samples/s]
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2024-04-30 09:24:19 transreid.train INFO: Epoch 110 done. Time per epoch: 46.509[s] Speed: 650.9[samples/s]
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2024-04-30 09:25:06 transreid.train INFO: Epoch 111 done. Time per epoch: 46.960[s] Speed: 644.6[samples/s]
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2024-04-30 09:25:53 transreid.train INFO: Epoch 112 done. Time per epoch: 47.399[s] Speed: 637.3[samples/s]
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2024-04-30 09:26:40 transreid.train INFO: Epoch 113 done. Time per epoch: 46.907[s] Speed: 648.1[samples/s]
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2024-04-30 09:27:27 transreid.train INFO: Epoch 114 done. Time per epoch: 46.749[s] Speed: 647.5[samples/s]
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2024-04-30 09:28:14 transreid.train INFO: Epoch 115 done. Time per epoch: 47.241[s] Speed: 640.8[samples/s]
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2024-04-30 09:29:01 transreid.train INFO: Epoch 116 done. Time per epoch: 46.643[s] Speed: 649.0[samples/s]
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2024-04-30 09:30:35 transreid.train INFO: Epoch 118 done. Time per epoch: 46.923[s] Speed: 647.9[samples/s]
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2024-04-30 09:31:22 transreid.train INFO: Epoch 119 done. Time per epoch: 46.665[s] Speed: 650.1[samples/s]
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2024-04-30 09:31:59 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.102, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:00 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.101, Acc: 0.995, Base Lr: 8.00e-07
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2024-04-30 09:32:02 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.100, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:03 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.100, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:04 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.099, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:05 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.098, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:05 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.097, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:06 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.097, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:07 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.096, Acc: 0.995, Base Lr: 8.00e-07
2024-04-30 09:32:08 transreid.train INFO: Epoch 120 done. Time per epoch: 46.865[s] Speed: 647.3[samples/s]
2024-04-30 09:34:44 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 09:34:44 transreid.train INFO: mAP: 72.3%
2024-04-30 09:34:44 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-04-30 09:34:44 transreid.train INFO: CMC curve, Rank-5  :94.4%
2024-04-30 09:34:44 transreid.train INFO: CMC curve, Rank-10 :95.8%
