2024-05-10 08:19:36 transreid INFO: Saving model in the path :log/bs_exp/RepViT_m0_9_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-10 08:19:36 transreid INFO: Loaded configuration file configs/msmt17/repvit_m0_9.yml
2024-05-10 08:19:36 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: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: repvit_m0_9
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/RepViT_m0_9.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/RepViT_m0_9_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: 
2024-05-10 08:19:37 transreid.check INFO: Dataset statistics:
2024-05-10 08:19:37 transreid.check INFO:   ----------------------------------------
2024-05-10 08:19:37 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 08:19:37 transreid.check INFO:   ----------------------------------------
2024-05-10 08:19:37 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-10 08:19:37 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-10 08:19:37 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-10 08:19:37 transreid.check INFO:   ----------------------------------------
2024-05-10 08:19:40 transreid INFO: ===========using cosine learning rate=======
2024-05-10 08:19:40 transreid.train INFO: start training
2024-05-10 08:19:44 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 20.078, Acc: 0.000, Base Lr: 2.38e-05
2024-05-10 08:19:45 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 19.773, Acc: 0.000, Base Lr: 2.38e-05
2024-05-10 08:19:46 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 19.161, Acc: 0.000, Base Lr: 2.38e-05
2024-05-10 08:19:47 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 18.183, Acc: 0.000, Base Lr: 2.38e-05
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2024-05-10 08:20:28 transreid.train INFO: Epoch 1 done. Time per epoch: 47.896[s] Speed: 634.7[samples/s]
2024-05-10 08:20:29 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.532, Acc: 0.005, Base Lr: 4.36e-05
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2024-05-10 08:21:14 transreid.train INFO: Epoch 2 done. Time per epoch: 46.177[s] Speed: 658.3[samples/s]
2024-05-10 08:21:16 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.637, Acc: 0.020, Base Lr: 6.34e-05
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2024-05-10 08:22:00 transreid.train INFO: Epoch 3 done. Time per epoch: 45.890[s] Speed: 661.1[samples/s]
2024-05-10 08:22:01 transreid.train INFO: Epoch[4] Iter[10/486] Loss: 8.096, Acc: 0.092, Base Lr: 8.32e-05
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2024-05-10 08:22:45 transreid.train INFO: Epoch 4 done. Time per epoch: 44.843[s] Speed: 675.1[samples/s]
2024-05-10 08:22:46 transreid.train INFO: Epoch[5] Iter[10/486] Loss: 7.538, Acc: 0.092, Base Lr: 1.03e-04
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2024-05-10 08:23:30 transreid.train INFO: Epoch 5 done. Time per epoch: 45.219[s] Speed: 669.4[samples/s]
2024-05-10 08:23:32 transreid.train INFO: Epoch[6] Iter[10/486] Loss: 7.537, Acc: 0.081, Base Lr: 1.23e-04
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2024-05-10 08:24:15 transreid.train INFO: Epoch 6 done. Time per epoch: 45.372[s] Speed: 667.2[samples/s]
2024-05-10 08:24:17 transreid.train INFO: Epoch[7] Iter[10/486] Loss: 7.393, Acc: 0.083, Base Lr: 1.43e-04
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2024-05-10 08:25:01 transreid.train INFO: Epoch 7 done. Time per epoch: 45.356[s] Speed: 668.8[samples/s]
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2024-05-10 08:25:46 transreid.train INFO: Epoch 8 done. Time per epoch: 44.868[s] Speed: 674.7[samples/s]
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2024-05-10 08:26:31 transreid.train INFO: Epoch 9 done. Time per epoch: 44.987[s] Speed: 674.3[samples/s]
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2024-05-10 08:27:15 transreid.train INFO: Epoch 10 done. Time per epoch: 44.652[s] Speed: 680.8[samples/s]
2024-05-10 08:27:17 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 6.523, Acc: 0.092, Base Lr: 2.22e-04
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2024-05-10 08:28:01 transreid.train INFO: Epoch 11 done. Time per epoch: 45.546[s] Speed: 663.2[samples/s]
2024-05-10 08:28:02 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 6.279, Acc: 0.111, Base Lr: 2.42e-04
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2024-05-10 08:28:46 transreid.train INFO: Epoch 12 done. Time per epoch: 45.275[s] Speed: 671.4[samples/s]
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2024-05-10 08:30:16 transreid.train INFO: Epoch 14 done. Time per epoch: 44.819[s] Speed: 676.8[samples/s]
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2024-05-10 08:32:33 transreid.train INFO: Epoch 17 done. Time per epoch: 46.222[s] Speed: 656.3[samples/s]
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2024-05-10 08:33:19 transreid.train INFO: Epoch 18 done. Time per epoch: 45.562[s] Speed: 665.8[samples/s]
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2024-05-10 08:34:49 transreid.train INFO: Epoch 20 done. Time per epoch: 44.702[s] Speed: 678.6[samples/s]
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2024-05-10 08:35:34 transreid.train INFO: Epoch 21 done. Time per epoch: 44.750[s] Speed: 677.9[samples/s]
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2024-05-10 08:37:04 transreid.train INFO: Epoch 23 done. Time per epoch: 44.994[s] Speed: 674.2[samples/s]
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2024-05-10 08:37:49 transreid.train INFO: Epoch 24 done. Time per epoch: 44.979[s] Speed: 674.4[samples/s]
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2024-05-10 08:39:20 transreid.train INFO: Epoch 26 done. Time per epoch: 45.141[s] Speed: 673.4[samples/s]
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2024-05-10 08:40:06 transreid.train INFO: Epoch 27 done. Time per epoch: 45.971[s] Speed: 661.3[samples/s]
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2024-05-10 08:41:35 transreid.train INFO: Epoch 29 done. Time per epoch: 44.785[s] Speed: 675.9[samples/s]
2024-05-10 08:41:37 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 2.544, Acc: 0.594, Base Lr: 3.42e-04
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2024-05-10 08:42:21 transreid.train INFO: Epoch 30 done. Time per epoch: 45.710[s] Speed: 663.7[samples/s]
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2024-05-10 08:43:06 transreid.train INFO: Epoch 31 done. Time per epoch: 45.392[s] Speed: 666.9[samples/s]
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2024-05-10 08:44:38 transreid.train INFO: Epoch 33 done. Time per epoch: 45.780[s] Speed: 662.7[samples/s]
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2024-05-10 08:45:22 transreid.train INFO: Epoch 34 done. Time per epoch: 44.674[s] Speed: 677.6[samples/s]
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2024-05-10 08:46:53 transreid.train INFO: Epoch 36 done. Time per epoch: 45.464[s] Speed: 664.4[samples/s]
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2024-05-10 08:47:39 transreid.train INFO: Epoch 37 done. Time per epoch: 45.319[s] Speed: 669.4[samples/s]
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2024-05-10 08:48:24 transreid.train INFO: Epoch 38 done. Time per epoch: 45.732[s] Speed: 663.3[samples/s]
2024-05-10 08:48:26 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 1.633, Acc: 0.756, Base Lr: 3.05e-04
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2024-05-10 08:49:09 transreid.train INFO: Epoch 39 done. Time per epoch: 45.239[s] Speed: 670.6[samples/s]
2024-05-10 08:49:11 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 1.563, Acc: 0.775, Base Lr: 3.00e-04
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2024-05-10 08:49:56 transreid.train INFO: Epoch 40 done. Time per epoch: 46.036[s] Speed: 660.4[samples/s]
2024-05-10 08:51:34 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 08:51:34 transreid.train INFO: mAP: 64.1%
2024-05-10 08:51:34 transreid.train INFO: CMC curve, Rank-1  :83.9%
2024-05-10 08:51:34 transreid.train INFO: CMC curve, Rank-5  :91.6%
2024-05-10 08:51:34 transreid.train INFO: CMC curve, Rank-10 :93.6%
2024-05-10 08:51:37 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 1.269, Acc: 0.822, Base Lr: 2.96e-04
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2024-05-10 08:52:23 transreid.train INFO: Epoch 41 done. Time per epoch: 49.720[s] Speed: 611.4[samples/s]
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2024-05-10 08:53:13 transreid.train INFO: Epoch 42 done. Time per epoch: 49.418[s] Speed: 613.9[samples/s]
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2024-05-10 08:54:02 transreid.train INFO: Epoch 43 done. Time per epoch: 49.115[s] Speed: 617.6[samples/s]
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2024-05-10 08:55:41 transreid.train INFO: Epoch 45 done. Time per epoch: 49.042[s] Speed: 617.3[samples/s]
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2024-05-10 08:56:30 transreid.train INFO: Epoch 46 done. Time per epoch: 49.290[s] Speed: 614.2[samples/s]
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2024-05-10 08:57:19 transreid.train INFO: Epoch 47 done. Time per epoch: 49.517[s] Speed: 610.0[samples/s]
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2024-05-10 08:58:09 transreid.train INFO: Epoch 48 done. Time per epoch: 49.875[s] Speed: 603.1[samples/s]
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2024-05-10 08:58:59 transreid.train INFO: Epoch 49 done. Time per epoch: 49.529[s] Speed: 611.2[samples/s]
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2024-05-10 09:00:38 transreid.train INFO: Epoch 51 done. Time per epoch: 49.720[s] Speed: 614.0[samples/s]
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2024-05-10 09:01:29 transreid.train INFO: Epoch 52 done. Time per epoch: 50.699[s] Speed: 599.6[samples/s]
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2024-05-10 09:02:20 transreid.train INFO: Epoch 53 done. Time per epoch: 50.883[s] Speed: 596.2[samples/s]
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2024-05-10 09:04:00 transreid.train INFO: Epoch 55 done. Time per epoch: 50.211[s] Speed: 601.6[samples/s]
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2024-05-10 09:04:50 transreid.train INFO: Epoch 56 done. Time per epoch: 49.482[s] Speed: 610.5[samples/s]
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2024-05-10 09:05:39 transreid.train INFO: Epoch 57 done. Time per epoch: 49.419[s] Speed: 613.9[samples/s]
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2024-05-10 09:06:29 transreid.train INFO: Epoch 58 done. Time per epoch: 50.139[s] Speed: 603.8[samples/s]
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2024-05-10 09:07:19 transreid.train INFO: Epoch 59 done. Time per epoch: 49.764[s] Speed: 610.9[samples/s]
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2024-05-10 09:08:59 transreid.train INFO: Epoch 61 done. Time per epoch: 50.333[s] Speed: 602.7[samples/s]
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2024-05-10 09:09:48 transreid.train INFO: Epoch 62 done. Time per epoch: 49.598[s] Speed: 607.8[samples/s]
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2024-05-10 09:11:28 transreid.train INFO: Epoch 64 done. Time per epoch: 50.023[s] Speed: 606.4[samples/s]
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2024-05-10 09:12:19 transreid.train INFO: Epoch 65 done. Time per epoch: 50.105[s] Speed: 604.2[samples/s]
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2024-05-10 09:13:58 transreid.train INFO: Epoch 67 done. Time per epoch: 49.711[s] Speed: 610.2[samples/s]
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2024-05-10 09:14:48 transreid.train INFO: Epoch 68 done. Time per epoch: 49.951[s] Speed: 606.0[samples/s]
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2024-05-10 09:15:39 transreid.train INFO: Epoch 69 done. Time per epoch: 50.905[s] Speed: 595.9[samples/s]
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2024-05-10 09:16:29 transreid.train INFO: Epoch 70 done. Time per epoch: 50.824[s] Speed: 595.6[samples/s]
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2024-05-10 09:17:19 transreid.train INFO: Epoch 71 done. Time per epoch: 50.004[s] Speed: 606.7[samples/s]
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2024-05-10 09:18:58 transreid.train INFO: Epoch 73 done. Time per epoch: 49.157[s] Speed: 617.1[samples/s]
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2024-05-10 09:19:48 transreid.train INFO: Epoch 74 done. Time per epoch: 49.413[s] Speed: 615.2[samples/s]
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2024-05-10 09:20:38 transreid.train INFO: Epoch 75 done. Time per epoch: 49.880[s] Speed: 608.2[samples/s]
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2024-05-10 09:22:17 transreid.train INFO: Epoch 77 done. Time per epoch: 49.493[s] Speed: 612.9[samples/s]
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2024-05-10 09:23:06 transreid.train INFO: Epoch 78 done. Time per epoch: 49.172[s] Speed: 616.9[samples/s]
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2024-05-10 09:23:56 transreid.train INFO: Epoch 79 done. Time per epoch: 50.047[s] Speed: 604.9[samples/s]
2024-05-10 09:23:59 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.415, Acc: 0.956, Base Lr: 1.01e-04
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2024-05-10 09:24:46 transreid.train INFO: Epoch 80 done. Time per epoch: 49.983[s] Speed: 603.1[samples/s]
2024-05-10 09:26:28 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 09:26:28 transreid.train INFO: mAP: 67.8%
2024-05-10 09:26:28 transreid.train INFO: CMC curve, Rank-1  :86.0%
2024-05-10 09:26:28 transreid.train INFO: CMC curve, Rank-5  :93.0%
2024-05-10 09:26:28 transreid.train INFO: CMC curve, Rank-10 :94.6%
2024-05-10 09:26:33 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.350, Acc: 0.970, Base Lr: 9.61e-05
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2024-05-10 09:27:20 transreid.train INFO: Epoch 81 done. Time per epoch: 51.182[s] Speed: 594.0[samples/s]
2024-05-10 09:27:24 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.285, Acc: 0.991, Base Lr: 9.17e-05
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2024-05-10 09:29:01 transreid.train INFO: Epoch 83 done. Time per epoch: 50.634[s] Speed: 597.9[samples/s]
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2024-05-10 09:29:53 transreid.train INFO: Epoch 84 done. Time per epoch: 51.770[s] Speed: 587.2[samples/s]
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2024-05-10 09:31:34 transreid.train INFO: Epoch 86 done. Time per epoch: 49.957[s] Speed: 606.0[samples/s]
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2024-05-10 09:32:24 transreid.train INFO: Epoch 87 done. Time per epoch: 49.733[s] Speed: 608.7[samples/s]
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2024-05-10 09:34:04 transreid.train INFO: Epoch 89 done. Time per epoch: 50.445[s] Speed: 601.4[samples/s]
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2024-05-10 09:34:55 transreid.train INFO: Epoch 90 done. Time per epoch: 50.111[s] Speed: 605.4[samples/s]
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2024-05-10 09:35:45 transreid.train INFO: Epoch 91 done. Time per epoch: 49.936[s] Speed: 606.2[samples/s]
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2024-05-10 09:36:36 transreid.train INFO: Epoch 92 done. Time per epoch: 51.036[s] Speed: 596.9[samples/s]
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2024-05-10 09:37:26 transreid.train INFO: Epoch 93 done. Time per epoch: 50.027[s] Speed: 607.7[samples/s]
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2024-05-10 09:39:06 transreid.train INFO: Epoch 95 done. Time per epoch: 50.318[s] Speed: 602.9[samples/s]
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2024-05-10 09:39:56 transreid.train INFO: Epoch 96 done. Time per epoch: 49.670[s] Speed: 610.7[samples/s]
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2024-05-10 09:40:45 transreid.train INFO: Epoch 97 done. Time per epoch: 49.515[s] Speed: 610.1[samples/s]
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2024-05-10 09:42:25 transreid.train INFO: Epoch 99 done. Time per epoch: 50.675[s] Speed: 598.6[samples/s]
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2024-05-10 09:43:15 transreid.train INFO: Epoch 100 done. Time per epoch: 50.107[s] Speed: 605.4[samples/s]
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2024-05-10 09:44:55 transreid.train INFO: Epoch 102 done. Time per epoch: 49.554[s] Speed: 609.6[samples/s]
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2024-05-10 09:45:45 transreid.train INFO: Epoch 103 done. Time per epoch: 50.135[s] Speed: 605.1[samples/s]
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2024-05-10 09:47:24 transreid.train INFO: Epoch 105 done. Time per epoch: 49.760[s] Speed: 605.8[samples/s]
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2024-05-10 09:48:15 transreid.train INFO: Epoch 106 done. Time per epoch: 51.434[s] Speed: 587.3[samples/s]
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2024-05-10 09:49:57 transreid.train INFO: Epoch 108 done. Time per epoch: 51.271[s] Speed: 590.4[samples/s]
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2024-05-10 09:50:46 transreid.train INFO: Epoch 109 done. Time per epoch: 49.641[s] Speed: 609.8[samples/s]
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2024-05-10 09:51:36 transreid.train INFO: Epoch 110 done. Time per epoch: 49.544[s] Speed: 611.0[samples/s]
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2024-05-10 09:52:25 transreid.train INFO: Epoch 111 done. Time per epoch: 49.552[s] Speed: 610.9[samples/s]
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2024-05-10 09:53:15 transreid.train INFO: Epoch 112 done. Time per epoch: 49.595[s] Speed: 609.1[samples/s]
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2024-05-10 09:54:54 transreid.train INFO: Epoch 114 done. Time per epoch: 49.660[s] Speed: 609.6[samples/s]
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2024-05-10 09:55:44 transreid.train INFO: Epoch 115 done. Time per epoch: 50.079[s] Speed: 604.5[samples/s]
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2024-05-10 09:56:34 transreid.train INFO: Epoch 116 done. Time per epoch: 49.908[s] Speed: 606.6[samples/s]
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2024-05-10 09:57:24 transreid.train INFO: Epoch 117 done. Time per epoch: 50.061[s] Speed: 607.3[samples/s]
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2024-05-10 09:58:15 transreid.train INFO: Epoch 118 done. Time per epoch: 50.402[s] Speed: 603.1[samples/s]
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2024-05-10 09:59:06 transreid.train INFO: Epoch 119 done. Time per epoch: 51.633[s] Speed: 587.5[samples/s]
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2024-05-10 09:59:53 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.162, Acc: 0.993, Base Lr: 8.00e-07
2024-05-10 09:59:54 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.160, Acc: 0.993, Base Lr: 8.00e-07
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2024-05-10 09:59:56 transreid.train INFO: Epoch 120 done. Time per epoch: 49.555[s] Speed: 612.2[samples/s]
2024-05-10 10:01:43 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 10:01:43 transreid.train INFO: mAP: 68.4%
2024-05-10 10:01:43 transreid.train INFO: CMC curve, Rank-1  :86.5%
2024-05-10 10:01:43 transreid.train INFO: CMC curve, Rank-5  :93.0%
2024-05-10 10:01:43 transreid.train INFO: CMC curve, Rank-10 :94.6%
