2024-04-29 13:24:03 transreid INFO: Saving model in the path :log/bs_exp/RepViTm1_0_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-29 13:24:03 transreid INFO: Loaded configuration file configs/msmt17/repvit_m1_0.yml
2024-04-29 13:24:03 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: repvit_m1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/RepViT_m1_0.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/RepViTm1_0_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: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-29 13:24:04 transreid.check INFO: Dataset statistics:
2024-04-29 13:24:04 transreid.check INFO:   ----------------------------------------
2024-04-29 13:24:04 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 13:24:04 transreid.check INFO:   ----------------------------------------
2024-04-29 13:24:04 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 13:24:04 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 13:24:04 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 13:24:04 transreid.check INFO:   ----------------------------------------
2024-04-29 13:24:08 transreid INFO: ===========using cosine learning rate=======
2024-04-29 13:24:08 transreid.train INFO: start training
2024-04-29 13:24:13 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 20.187, Acc: 0.000, Base Lr: 2.38e-05
2024-04-29 13:24:14 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 19.952, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:15 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 19.393, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:16 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 18.610, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:17 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 17.715, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:18 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 17.162, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:19 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 16.552, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:20 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 16.176, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:21 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 15.837, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:22 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 15.484, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:23 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 15.178, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 13:24:24 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 14.864, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-29 13:24:56 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 11.973, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-29 13:24:58 transreid.train INFO: Epoch 1 done. Time per epoch: 49.807[s] Speed: 610.4[samples/s]
2024-04-29 13:25:00 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.962, Acc: 0.000, Base Lr: 4.36e-05
2024-04-29 13:25:01 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.981, Acc: 0.000, Base Lr: 4.36e-05
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2024-04-29 13:25:03 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 9.996, Acc: 0.002, Base Lr: 4.36e-05
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2024-04-29 13:25:44 transreid.train INFO: Epoch 2 done. Time per epoch: 46.532[s] Speed: 653.3[samples/s]
2024-04-29 13:25:46 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.763, Acc: 0.023, Base Lr: 6.34e-05
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2024-04-29 13:26:32 transreid.train INFO: Epoch 3 done. Time per epoch: 47.127[s] Speed: 643.7[samples/s]
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2024-04-29 13:27:18 transreid.train INFO: Epoch 4 done. Time per epoch: 46.734[s] Speed: 647.8[samples/s]
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2024-04-29 13:28:06 transreid.train INFO: Epoch 5 done. Time per epoch: 47.268[s] Speed: 640.4[samples/s]
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2024-04-29 13:28:52 transreid.train INFO: Epoch 6 done. Time per epoch: 46.495[s] Speed: 651.1[samples/s]
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2024-04-29 13:29:38 transreid.train INFO: Epoch 7 done. Time per epoch: 46.445[s] Speed: 653.2[samples/s]
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2024-04-29 13:30:25 transreid.train INFO: Epoch 8 done. Time per epoch: 46.263[s] Speed: 654.3[samples/s]
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2024-04-29 13:31:58 transreid.train INFO: Epoch 10 done. Time per epoch: 46.450[s] Speed: 654.5[samples/s]
2024-04-29 13:31:59 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 6.423, Acc: 0.089, Base Lr: 2.22e-04
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2024-04-29 13:32:44 transreid.train INFO: Epoch 11 done. Time per epoch: 46.019[s] Speed: 656.4[samples/s]
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2024-04-29 13:33:30 transreid.train INFO: Epoch 12 done. Time per epoch: 46.283[s] Speed: 656.8[samples/s]
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2024-04-29 13:35:02 transreid.train INFO: Epoch 14 done. Time per epoch: 46.198[s] Speed: 656.7[samples/s]
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2024-04-29 13:35:48 transreid.train INFO: Epoch 15 done. Time per epoch: 45.981[s] Speed: 658.4[samples/s]
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2024-04-29 13:37:20 transreid.train INFO: Epoch 17 done. Time per epoch: 45.982[s] Speed: 659.7[samples/s]
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2024-04-29 13:38:07 transreid.train INFO: Epoch 18 done. Time per epoch: 46.558[s] Speed: 651.6[samples/s]
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2024-04-29 13:38:53 transreid.train INFO: Epoch 19 done. Time per epoch: 46.062[s] Speed: 658.6[samples/s]
2024-04-29 13:38:54 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 4.256, Acc: 0.295, Base Lr: 3.73e-04
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2024-04-29 13:39:39 transreid.train INFO: Epoch 20 done. Time per epoch: 46.486[s] Speed: 652.6[samples/s]
2024-04-29 13:41:22 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 13:41:22 transreid.train INFO: mAP: 56.4%
2024-04-29 13:41:22 transreid.train INFO: CMC curve, Rank-1  :80.0%
2024-04-29 13:41:22 transreid.train INFO: CMC curve, Rank-5  :88.8%
2024-04-29 13:41:22 transreid.train INFO: CMC curve, Rank-10 :91.4%
2024-04-29 13:41:26 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 4.031, Acc: 0.292, Base Lr: 3.71e-04
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2024-04-29 13:42:11 transreid.train INFO: Epoch 21 done. Time per epoch: 48.939[s] Speed: 619.9[samples/s]
2024-04-29 13:42:15 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 3.799, Acc: 0.344, Base Lr: 3.68e-04
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2024-04-29 13:44:39 transreid.train INFO: Epoch 24 done. Time per epoch: 49.059[s] Speed: 618.4[samples/s]
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2024-04-29 13:45:27 transreid.train INFO: Epoch 25 done. Time per epoch: 48.721[s] Speed: 624.0[samples/s]
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2024-04-29 13:46:16 transreid.train INFO: Epoch 26 done. Time per epoch: 48.510[s] Speed: 626.7[samples/s]
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2024-04-29 13:47:05 transreid.train INFO: Epoch 27 done. Time per epoch: 48.970[s] Speed: 620.8[samples/s]
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2024-04-29 13:47:54 transreid.train INFO: Epoch 28 done. Time per epoch: 49.012[s] Speed: 617.6[samples/s]
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2024-04-29 13:48:42 transreid.train INFO: Epoch 29 done. Time per epoch: 48.546[s] Speed: 623.6[samples/s]
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2024-04-29 13:49:31 transreid.train INFO: Epoch 30 done. Time per epoch: 48.796[s] Speed: 621.7[samples/s]
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2024-04-29 13:50:20 transreid.train INFO: Epoch 31 done. Time per epoch: 48.826[s] Speed: 620.0[samples/s]
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2024-04-29 13:51:57 transreid.train INFO: Epoch 33 done. Time per epoch: 48.277[s] Speed: 628.4[samples/s]
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2024-04-29 13:52:45 transreid.train INFO: Epoch 34 done. Time per epoch: 48.251[s] Speed: 627.4[samples/s]
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2024-04-29 13:54:22 transreid.train INFO: Epoch 36 done. Time per epoch: 48.308[s] Speed: 625.3[samples/s]
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2024-04-29 13:55:10 transreid.train INFO: Epoch 37 done. Time per epoch: 48.358[s] Speed: 627.3[samples/s]
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2024-04-29 13:56:00 transreid.train INFO: Epoch 38 done. Time per epoch: 49.189[s] Speed: 616.7[samples/s]
2024-04-29 13:56:03 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 1.360, Acc: 0.811, Base Lr: 3.05e-04
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2024-04-29 13:56:49 transreid.train INFO: Epoch 39 done. Time per epoch: 49.557[s] Speed: 612.1[samples/s]
2024-04-29 13:56:53 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 1.293, Acc: 0.844, Base Lr: 3.00e-04
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2024-04-29 13:57:39 transreid.train INFO: Epoch 40 done. Time per epoch: 49.399[s] Speed: 615.4[samples/s]
2024-04-29 13:59:24 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 13:59:24 transreid.train INFO: mAP: 65.7%
2024-04-29 13:59:24 transreid.train INFO: CMC curve, Rank-1  :85.1%
2024-04-29 13:59:24 transreid.train INFO: CMC curve, Rank-5  :92.2%
2024-04-29 13:59:24 transreid.train INFO: CMC curve, Rank-10 :94.3%
2024-04-29 13:59:28 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 1.048, Acc: 0.867, Base Lr: 2.96e-04
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2024-04-29 14:01:04 transreid.train INFO: Epoch 42 done. Time per epoch: 50.141[s] Speed: 605.0[samples/s]
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2024-04-29 14:01:53 transreid.train INFO: Epoch 43 done. Time per epoch: 49.143[s] Speed: 617.3[samples/s]
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2024-04-29 14:03:34 transreid.train INFO: Epoch 45 done. Time per epoch: 50.978[s] Speed: 593.8[samples/s]
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2024-04-29 14:04:24 transreid.train INFO: Epoch 46 done. Time per epoch: 49.782[s] Speed: 608.1[samples/s]
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2024-04-29 14:05:14 transreid.train INFO: Epoch 47 done. Time per epoch: 49.889[s] Speed: 605.5[samples/s]
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2024-04-29 14:06:03 transreid.train INFO: Epoch 48 done. Time per epoch: 49.181[s] Speed: 611.6[samples/s]
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2024-04-29 14:06:53 transreid.train INFO: Epoch 49 done. Time per epoch: 49.447[s] Speed: 612.2[samples/s]
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2024-04-29 14:07:43 transreid.train INFO: Epoch 50 done. Time per epoch: 49.876[s] Speed: 606.9[samples/s]
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2024-04-29 14:08:33 transreid.train INFO: Epoch 51 done. Time per epoch: 50.404[s] Speed: 605.7[samples/s]
2024-04-29 14:08:37 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.617, Acc: 0.930, Base Lr: 2.42e-04
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2024-04-29 14:09:23 transreid.train INFO: Epoch 52 done. Time per epoch: 49.647[s] Speed: 612.3[samples/s]
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2024-04-29 14:10:12 transreid.train INFO: Epoch 53 done. Time per epoch: 49.823[s] Speed: 608.9[samples/s]
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2024-04-29 14:11:02 transreid.train INFO: Epoch 54 done. Time per epoch: 49.627[s] Speed: 615.2[samples/s]
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2024-04-29 14:11:51 transreid.train INFO: Epoch 55 done. Time per epoch: 49.184[s] Speed: 614.2[samples/s]
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2024-04-29 14:12:41 transreid.train INFO: Epoch 56 done. Time per epoch: 49.499[s] Speed: 610.3[samples/s]
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2024-04-29 14:13:30 transreid.train INFO: Epoch 57 done. Time per epoch: 49.432[s] Speed: 613.7[samples/s]
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2024-04-29 14:14:20 transreid.train INFO: Epoch 58 done. Time per epoch: 49.548[s] Speed: 611.0[samples/s]
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2024-04-29 14:15:10 transreid.train INFO: Epoch 59 done. Time per epoch: 50.059[s] Speed: 607.3[samples/s]
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2024-04-29 14:15:59 transreid.train INFO: Epoch 60 done. Time per epoch: 49.312[s] Speed: 612.6[samples/s]
2024-04-29 14:17:46 transreid.train INFO: Validation Results - Epoch: 60
2024-04-29 14:17:46 transreid.train INFO: mAP: 68.0%
2024-04-29 14:17:46 transreid.train INFO: CMC curve, Rank-1  :86.5%
2024-04-29 14:17:46 transreid.train INFO: CMC curve, Rank-5  :92.7%
2024-04-29 14:17:46 transreid.train INFO: CMC curve, Rank-10 :94.3%
2024-04-29 14:17:51 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.486, Acc: 0.947, Base Lr: 1.95e-04
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2024-04-29 14:18:36 transreid.train INFO: Epoch 61 done. Time per epoch: 49.745[s] Speed: 609.8[samples/s]
2024-04-29 14:18:41 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.455, Acc: 0.945, Base Lr: 1.90e-04
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2024-04-29 14:19:25 transreid.train INFO: Epoch 62 done. Time per epoch: 48.820[s] Speed: 617.5[samples/s]
2024-04-29 14:19:29 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.318, Acc: 0.983, Base Lr: 1.85e-04
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2024-04-29 14:20:14 transreid.train INFO: Epoch 63 done. Time per epoch: 49.416[s] Speed: 613.9[samples/s]
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2024-04-29 14:21:04 transreid.train INFO: Epoch 64 done. Time per epoch: 49.259[s] Speed: 615.8[samples/s]
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2024-04-29 14:21:54 transreid.train INFO: Epoch 65 done. Time per epoch: 49.992[s] Speed: 605.5[samples/s]
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2024-04-29 14:22:44 transreid.train INFO: Epoch 66 done. Time per epoch: 49.910[s] Speed: 607.8[samples/s]
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2024-04-29 14:23:34 transreid.train INFO: Epoch 67 done. Time per epoch: 50.266[s] Speed: 603.5[samples/s]
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2024-04-29 14:24:23 transreid.train INFO: Epoch 68 done. Time per epoch: 49.495[s] Speed: 611.6[samples/s]
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2024-04-29 14:25:14 transreid.train INFO: Epoch 69 done. Time per epoch: 50.284[s] Speed: 603.3[samples/s]
2024-04-29 14:25:18 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.349, Acc: 0.975, Base Lr: 1.49e-04
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2024-04-29 14:26:04 transreid.train INFO: Epoch 70 done. Time per epoch: 50.514[s] Speed: 599.3[samples/s]
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2024-04-29 14:26:55 transreid.train INFO: Epoch 71 done. Time per epoch: 50.978[s] Speed: 595.1[samples/s]
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2024-04-29 14:27:45 transreid.train INFO: Epoch 72 done. Time per epoch: 50.316[s] Speed: 601.6[samples/s]
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2024-04-29 14:28:36 transreid.train INFO: Epoch 73 done. Time per epoch: 50.285[s] Speed: 603.3[samples/s]
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2024-04-29 14:29:26 transreid.train INFO: Epoch 74 done. Time per epoch: 50.004[s] Speed: 608.0[samples/s]
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2024-04-29 14:30:15 transreid.train INFO: Epoch 75 done. Time per epoch: 49.528[s] Speed: 612.5[samples/s]
2024-04-29 14:30:20 transreid.train INFO: Epoch[76] Iter[10/486] Loss: 0.347, Acc: 0.973, Base Lr: 1.19e-04
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2024-04-29 14:31:05 transreid.train INFO: Epoch 76 done. Time per epoch: 49.828[s] Speed: 608.8[samples/s]
2024-04-29 14:31:10 transreid.train INFO: Epoch[77] Iter[10/486] Loss: 0.358, Acc: 0.975, Base Lr: 1.14e-04
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2024-04-29 14:31:55 transreid.train INFO: Epoch 77 done. Time per epoch: 49.929[s] Speed: 607.6[samples/s]
2024-04-29 14:32:00 transreid.train INFO: Epoch[78] Iter[10/486] Loss: 0.301, Acc: 0.981, Base Lr: 1.10e-04
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2024-04-29 14:32:45 transreid.train INFO: Epoch 78 done. Time per epoch: 50.263[s] Speed: 603.5[samples/s]
2024-04-29 14:32:50 transreid.train INFO: Epoch[79] Iter[10/486] Loss: 0.299, Acc: 0.975, Base Lr: 1.05e-04
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2024-04-29 14:33:35 transreid.train INFO: Epoch 79 done. Time per epoch: 50.241[s] Speed: 602.5[samples/s]
2024-04-29 14:33:40 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.336, Acc: 0.973, Base Lr: 1.01e-04
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2024-04-29 14:34:25 transreid.train INFO: Epoch 80 done. Time per epoch: 49.884[s] Speed: 604.3[samples/s]
2024-04-29 14:36:16 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 14:36:16 transreid.train INFO: mAP: 68.9%
2024-04-29 14:36:16 transreid.train INFO: CMC curve, Rank-1  :87.1%
2024-04-29 14:36:16 transreid.train INFO: CMC curve, Rank-5  :93.2%
2024-04-29 14:36:16 transreid.train INFO: CMC curve, Rank-10 :94.7%
2024-04-29 14:36:20 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.299, Acc: 0.980, Base Lr: 9.61e-05
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2024-04-29 14:37:05 transreid.train INFO: Epoch 81 done. Time per epoch: 49.909[s] Speed: 609.1[samples/s]
2024-04-29 14:37:10 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.249, Acc: 0.991, Base Lr: 9.17e-05
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2024-04-29 14:37:55 transreid.train INFO: Epoch 82 done. Time per epoch: 49.365[s] Speed: 614.5[samples/s]
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2024-04-29 14:38:46 transreid.train INFO: Epoch 83 done. Time per epoch: 51.653[s] Speed: 586.1[samples/s]
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2024-04-29 14:39:37 transreid.train INFO: Epoch 84 done. Time per epoch: 50.310[s] Speed: 604.3[samples/s]
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2024-04-29 14:40:27 transreid.train INFO: Epoch 85 done. Time per epoch: 50.581[s] Speed: 597.2[samples/s]
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2024-04-29 14:41:19 transreid.train INFO: Epoch 86 done. Time per epoch: 51.852[s] Speed: 583.8[samples/s]
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2024-04-29 14:42:10 transreid.train INFO: Epoch 87 done. Time per epoch: 50.873[s] Speed: 595.1[samples/s]
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2024-04-29 14:43:01 transreid.train INFO: Epoch 88 done. Time per epoch: 50.563[s] Speed: 600.0[samples/s]
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2024-04-29 14:43:51 transreid.train INFO: Epoch 89 done. Time per epoch: 50.535[s] Speed: 600.3[samples/s]
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2024-04-29 14:44:42 transreid.train INFO: Epoch 90 done. Time per epoch: 50.678[s] Speed: 598.6[samples/s]
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2024-04-29 14:45:32 transreid.train INFO: Epoch 91 done. Time per epoch: 50.134[s] Speed: 603.8[samples/s]
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2024-04-29 14:46:22 transreid.train INFO: Epoch 92 done. Time per epoch: 49.943[s] Speed: 610.0[samples/s]
2024-04-29 14:46:27 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.283, Acc: 0.980, Base Lr: 4.86e-05
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2024-04-29 14:47:12 transreid.train INFO: Epoch 93 done. Time per epoch: 50.502[s] Speed: 602.0[samples/s]
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2024-04-29 14:48:03 transreid.train INFO: Epoch 94 done. Time per epoch: 50.462[s] Speed: 601.2[samples/s]
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2024-04-29 14:48:53 transreid.train INFO: Epoch 95 done. Time per epoch: 49.687[s] Speed: 610.5[samples/s]
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2024-04-29 14:49:42 transreid.train INFO: Epoch 96 done. Time per epoch: 49.860[s] Speed: 608.4[samples/s]
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2024-04-29 14:50:32 transreid.train INFO: Epoch 97 done. Time per epoch: 49.666[s] Speed: 608.2[samples/s]
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2024-04-29 14:51:22 transreid.train INFO: Epoch 98 done. Time per epoch: 50.345[s] Speed: 597.5[samples/s]
2024-04-29 14:51:27 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.239, Acc: 0.991, Base Lr: 3.02e-05
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2024-04-29 14:52:13 transreid.train INFO: Epoch 99 done. Time per epoch: 50.559[s] Speed: 600.0[samples/s]
2024-04-29 14:52:18 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.256, Acc: 0.983, Base Lr: 2.75e-05
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2024-04-29 14:53:03 transreid.train INFO: Epoch 100 done. Time per epoch: 50.312[s] Speed: 603.0[samples/s]
2024-04-29 14:54:51 transreid.train INFO: Validation Results - Epoch: 100
2024-04-29 14:54:51 transreid.train INFO: mAP: 69.3%
2024-04-29 14:54:51 transreid.train INFO: CMC curve, Rank-1  :87.2%
2024-04-29 14:54:51 transreid.train INFO: CMC curve, Rank-5  :93.4%
2024-04-29 14:54:51 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-04-29 14:54:56 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.222, Acc: 0.986, Base Lr: 2.50e-05
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2024-04-29 14:56:31 transreid.train INFO: Epoch 102 done. Time per epoch: 49.417[s] Speed: 611.3[samples/s]
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2024-04-29 14:57:21 transreid.train INFO: Epoch 103 done. Time per epoch: 49.688[s] Speed: 610.5[samples/s]
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2024-04-29 14:58:59 transreid.train INFO: Epoch 105 done. Time per epoch: 49.442[s] Speed: 609.7[samples/s]
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2024-04-29 14:59:49 transreid.train INFO: Epoch 106 done. Time per epoch: 49.755[s] Speed: 607.1[samples/s]
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2024-04-29 15:01:31 transreid.train INFO: Epoch 108 done. Time per epoch: 51.678[s] Speed: 585.8[samples/s]
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2024-04-29 15:02:21 transreid.train INFO: Epoch 109 done. Time per epoch: 49.876[s] Speed: 606.9[samples/s]
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2024-04-29 15:03:10 transreid.train INFO: Epoch 110 done. Time per epoch: 49.601[s] Speed: 610.3[samples/s]
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2024-04-29 15:04:01 transreid.train INFO: Epoch 111 done. Time per epoch: 50.109[s] Speed: 604.1[samples/s]
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2024-04-29 15:04:51 transreid.train INFO: Epoch 112 done. Time per epoch: 50.514[s] Speed: 598.0[samples/s]
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2024-04-29 15:05:41 transreid.train INFO: Epoch 113 done. Time per epoch: 50.194[s] Speed: 605.7[samples/s]
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2024-04-29 15:06:31 transreid.train INFO: Epoch 114 done. Time per epoch: 49.849[s] Speed: 607.3[samples/s]
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2024-04-29 15:07:21 transreid.train INFO: Epoch 115 done. Time per epoch: 49.583[s] Speed: 610.5[samples/s]
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2024-04-29 15:08:11 transreid.train INFO: Epoch 116 done. Time per epoch: 50.244[s] Speed: 602.5[samples/s]
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2024-04-29 15:09:01 transreid.train INFO: Epoch 117 done. Time per epoch: 50.129[s] Speed: 606.4[samples/s]
2024-04-29 15:09:06 transreid.train INFO: Epoch[118] Iter[10/486] Loss: 0.245, Acc: 0.981, Base Lr: 1.07e-06
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2024-04-29 15:09:51 transreid.train INFO: Epoch 118 done. Time per epoch: 50.045[s] Speed: 607.4[samples/s]
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2024-04-29 15:10:41 transreid.train INFO: Epoch 119 done. Time per epoch: 49.838[s] Speed: 608.7[samples/s]
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2024-04-29 15:11:31 transreid.train INFO: Epoch 120 done. Time per epoch: 49.948[s] Speed: 607.4[samples/s]
2024-04-29 15:13:19 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 15:13:19 transreid.train INFO: mAP: 69.5%
2024-04-29 15:13:19 transreid.train INFO: CMC curve, Rank-1  :87.2%
2024-04-29 15:13:19 transreid.train INFO: CMC curve, Rank-5  :93.2%
2024-04-29 15:13:19 transreid.train INFO: CMC curve, Rank-10 :94.9%
