2024-05-09 15:54:25 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_1_3_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-09 15:54:25 transreid INFO: Loaded configuration file configs/msmt17/ghostnet_1_3.yml
2024-05-09 15:54:25 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: ghostnet_1_3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_1_3.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/GhostNet_1_3_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: 
2024-05-09 15:54:26 transreid.check INFO: Dataset statistics:
2024-05-09 15:54:26 transreid.check INFO:   ----------------------------------------
2024-05-09 15:54:26 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 15:54:26 transreid.check INFO:   ----------------------------------------
2024-05-09 15:54:26 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-09 15:54:26 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-09 15:54:26 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-09 15:54:26 transreid.check INFO:   ----------------------------------------
2024-05-09 15:54:29 transreid INFO: ===========using cosine learning rate=======
2024-05-09 15:54:29 transreid.train INFO: start training
2024-05-09 15:54:35 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 14.999, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 15:54:36 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 14.943, Acc: 0.001, Base Lr: 2.38e-05
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2024-05-09 15:55:18 transreid.train INFO: Epoch 1 done. Time per epoch: 48.849[s] Speed: 622.3[samples/s]
2024-05-09 15:55:20 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.664, Acc: 0.002, Base Lr: 4.36e-05
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2024-05-09 15:56:02 transreid.train INFO: Epoch 2 done. Time per epoch: 43.688[s] Speed: 695.8[samples/s]
2024-05-09 15:56:03 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.218, Acc: 0.020, Base Lr: 6.34e-05
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2024-05-09 15:57:28 transreid.train INFO: Epoch 4 done. Time per epoch: 43.517[s] Speed: 695.6[samples/s]
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2024-05-09 15:58:12 transreid.train INFO: Epoch 5 done. Time per epoch: 43.339[s] Speed: 698.5[samples/s]
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2024-05-09 15:59:38 transreid.train INFO: Epoch 7 done. Time per epoch: 43.155[s] Speed: 703.0[samples/s]
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2024-05-09 16:00:21 transreid.train INFO: Epoch 8 done. Time per epoch: 42.711[s] Speed: 708.8[samples/s]
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2024-05-09 16:01:46 transreid.train INFO: Epoch 10 done. Time per epoch: 42.810[s] Speed: 710.1[samples/s]
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2024-05-09 16:02:29 transreid.train INFO: Epoch 11 done. Time per epoch: 42.405[s] Speed: 712.4[samples/s]
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2024-05-09 16:03:12 transreid.train INFO: Epoch 12 done. Time per epoch: 42.950[s] Speed: 707.8[samples/s]
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2024-05-09 16:04:37 transreid.train INFO: Epoch 14 done. Time per epoch: 42.847[s] Speed: 708.0[samples/s]
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2024-05-09 16:06:45 transreid.train INFO: Epoch 17 done. Time per epoch: 42.692[s] Speed: 710.6[samples/s]
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2024-05-09 16:07:28 transreid.train INFO: Epoch 18 done. Time per epoch: 42.901[s] Speed: 707.1[samples/s]
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2024-05-09 16:08:11 transreid.train INFO: Epoch 19 done. Time per epoch: 42.625[s] Speed: 711.7[samples/s]
2024-05-09 16:08:12 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 4.888, Acc: 0.211, Base Lr: 3.73e-04
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2024-05-09 16:08:54 transreid.train INFO: Epoch 20 done. Time per epoch: 42.772[s] Speed: 709.2[samples/s]
2024-05-09 16:10:30 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 16:10:30 transreid.train INFO: mAP: 28.9%
2024-05-09 16:10:30 transreid.train INFO: CMC curve, Rank-1  :52.6%
2024-05-09 16:10:30 transreid.train INFO: CMC curve, Rank-5  :68.2%
2024-05-09 16:10:30 transreid.train INFO: CMC curve, Rank-10 :74.0%
2024-05-09 16:10:33 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 4.663, Acc: 0.211, Base Lr: 3.71e-04
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2024-05-09 16:11:15 transreid.train INFO: Epoch 21 done. Time per epoch: 45.064[s] Speed: 673.2[samples/s]
2024-05-09 16:11:18 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 4.441, Acc: 0.241, Base Lr: 3.68e-04
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2024-05-09 16:12:46 transreid.train INFO: Epoch 23 done. Time per epoch: 46.299[s] Speed: 655.2[samples/s]
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2024-05-09 16:13:32 transreid.train INFO: Epoch 24 done. Time per epoch: 45.688[s] Speed: 664.0[samples/s]
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2024-05-09 16:15:02 transreid.train INFO: Epoch 26 done. Time per epoch: 45.025[s] Speed: 675.2[samples/s]
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2024-05-09 16:15:48 transreid.train INFO: Epoch 27 done. Time per epoch: 45.974[s] Speed: 661.2[samples/s]
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2024-05-09 16:16:33 transreid.train INFO: Epoch 28 done. Time per epoch: 45.147[s] Speed: 670.5[samples/s]
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2024-05-09 16:17:17 transreid.train INFO: Epoch 29 done. Time per epoch: 44.670[s] Speed: 677.7[samples/s]
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2024-05-09 16:18:03 transreid.train INFO: Epoch 30 done. Time per epoch: 45.338[s] Speed: 669.1[samples/s]
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2024-05-09 16:18:49 transreid.train INFO: Epoch 31 done. Time per epoch: 45.903[s] Speed: 659.5[samples/s]
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2024-05-09 16:20:19 transreid.train INFO: Epoch 33 done. Time per epoch: 44.728[s] Speed: 678.2[samples/s]
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2024-05-09 16:21:04 transreid.train INFO: Epoch 34 done. Time per epoch: 45.618[s] Speed: 663.6[samples/s]
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2024-05-09 16:22:34 transreid.train INFO: Epoch 36 done. Time per epoch: 44.621[s] Speed: 677.0[samples/s]
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2024-05-09 16:23:19 transreid.train INFO: Epoch 37 done. Time per epoch: 45.277[s] Speed: 670.0[samples/s]
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2024-05-09 16:24:04 transreid.train INFO: Epoch 38 done. Time per epoch: 45.229[s] Speed: 670.7[samples/s]
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2024-05-09 16:24:50 transreid.train INFO: Epoch 39 done. Time per epoch: 45.400[s] Speed: 668.2[samples/s]
2024-05-09 16:24:53 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 1.888, Acc: 0.734, Base Lr: 3.00e-04
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2024-05-09 16:25:35 transreid.train INFO: Epoch 40 done. Time per epoch: 45.309[s] Speed: 670.9[samples/s]
2024-05-09 16:27:12 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 16:27:12 transreid.train INFO: mAP: 45.8%
2024-05-09 16:27:12 transreid.train INFO: CMC curve, Rank-1  :70.0%
2024-05-09 16:27:12 transreid.train INFO: CMC curve, Rank-5  :82.7%
2024-05-09 16:27:12 transreid.train INFO: CMC curve, Rank-10 :86.7%
2024-05-09 16:27:16 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 1.589, Acc: 0.780, Base Lr: 2.96e-04
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2024-05-09 16:28:44 transreid.train INFO: Epoch 42 done. Time per epoch: 46.165[s] Speed: 657.1[samples/s]
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2024-05-09 16:29:30 transreid.train INFO: Epoch 43 done. Time per epoch: 46.015[s] Speed: 659.3[samples/s]
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2024-05-09 16:30:16 transreid.train INFO: Epoch 44 done. Time per epoch: 45.987[s] Speed: 661.1[samples/s]
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2024-05-09 16:31:03 transreid.train INFO: Epoch 45 done. Time per epoch: 46.116[s] Speed: 656.4[samples/s]
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2024-05-09 16:31:48 transreid.train INFO: Epoch 46 done. Time per epoch: 45.874[s] Speed: 659.9[samples/s]
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2024-05-09 16:32:34 transreid.train INFO: Epoch 47 done. Time per epoch: 45.571[s] Speed: 662.9[samples/s]
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2024-05-09 16:33:21 transreid.train INFO: Epoch 48 done. Time per epoch: 46.484[s] Speed: 647.1[samples/s]
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2024-05-09 16:34:07 transreid.train INFO: Epoch 49 done. Time per epoch: 46.209[s] Speed: 655.1[samples/s]
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2024-05-09 16:34:53 transreid.train INFO: Epoch 50 done. Time per epoch: 46.015[s] Speed: 657.9[samples/s]
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2024-05-09 16:35:39 transreid.train INFO: Epoch 51 done. Time per epoch: 46.547[s] Speed: 655.8[samples/s]
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2024-05-09 16:36:25 transreid.train INFO: Epoch 52 done. Time per epoch: 46.058[s] Speed: 660.0[samples/s]
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2024-05-09 16:37:11 transreid.train INFO: Epoch 53 done. Time per epoch: 45.849[s] Speed: 661.7[samples/s]
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2024-05-09 16:38:44 transreid.train INFO: Epoch 55 done. Time per epoch: 46.209[s] Speed: 653.7[samples/s]
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2024-05-09 16:39:29 transreid.train INFO: Epoch 56 done. Time per epoch: 45.209[s] Speed: 668.2[samples/s]
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2024-05-09 16:41:02 transreid.train INFO: Epoch 58 done. Time per epoch: 46.376[s] Speed: 652.8[samples/s]
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2024-05-09 16:41:47 transreid.train INFO: Epoch 59 done. Time per epoch: 45.484[s] Speed: 668.4[samples/s]
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2024-05-09 16:42:33 transreid.train INFO: Epoch 60 done. Time per epoch: 46.069[s] Speed: 655.7[samples/s]
2024-05-09 16:44:19 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 16:44:19 transreid.train INFO: mAP: 52.3%
2024-05-09 16:44:19 transreid.train INFO: CMC curve, Rank-1  :75.4%
2024-05-09 16:44:19 transreid.train INFO: CMC curve, Rank-5  :86.9%
2024-05-09 16:44:19 transreid.train INFO: CMC curve, Rank-10 :90.1%
2024-05-09 16:44:24 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.743, Acc: 0.913, Base Lr: 1.95e-04
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2024-05-09 16:45:06 transreid.train INFO: Epoch 61 done. Time per epoch: 47.078[s] Speed: 644.4[samples/s]
2024-05-09 16:45:11 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.729, Acc: 0.908, Base Lr: 1.90e-04
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2024-05-09 16:45:54 transreid.train INFO: Epoch 62 done. Time per epoch: 47.695[s] Speed: 632.0[samples/s]
2024-05-09 16:45:59 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.588, Acc: 0.942, Base Lr: 1.85e-04
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2024-05-09 16:46:41 transreid.train INFO: Epoch 63 done. Time per epoch: 46.476[s] Speed: 652.7[samples/s]
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2024-05-09 16:47:28 transreid.train INFO: Epoch 64 done. Time per epoch: 47.273[s] Speed: 641.7[samples/s]
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2024-05-09 16:48:15 transreid.train INFO: Epoch 65 done. Time per epoch: 47.399[s] Speed: 638.7[samples/s]
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2024-05-09 16:49:01 transreid.train INFO: Epoch 66 done. Time per epoch: 46.056[s] Speed: 658.7[samples/s]
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2024-05-09 16:49:48 transreid.train INFO: Epoch 67 done. Time per epoch: 46.117[s] Speed: 657.8[samples/s]
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2024-05-09 16:50:34 transreid.train INFO: Epoch 68 done. Time per epoch: 46.031[s] Speed: 657.6[samples/s]
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2024-05-09 16:51:20 transreid.train INFO: Epoch 69 done. Time per epoch: 46.383[s] Speed: 654.0[samples/s]
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2024-05-09 16:52:06 transreid.train INFO: Epoch 70 done. Time per epoch: 46.298[s] Speed: 653.9[samples/s]
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2024-05-09 16:52:52 transreid.train INFO: Epoch 71 done. Time per epoch: 46.249[s] Speed: 655.9[samples/s]
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2024-05-09 16:53:39 transreid.train INFO: Epoch 72 done. Time per epoch: 46.550[s] Speed: 650.3[samples/s]
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2024-05-09 16:54:26 transreid.train INFO: Epoch 73 done. Time per epoch: 46.589[s] Speed: 651.1[samples/s]
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2024-05-09 16:55:12 transreid.train INFO: Epoch 74 done. Time per epoch: 46.812[s] Speed: 649.4[samples/s]
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2024-05-09 16:56:47 transreid.train INFO: Epoch 76 done. Time per epoch: 47.179[s] Speed: 643.0[samples/s]
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2024-05-09 16:57:35 transreid.train INFO: Epoch 77 done. Time per epoch: 47.964[s] Speed: 632.5[samples/s]
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2024-05-09 16:58:22 transreid.train INFO: Epoch 78 done. Time per epoch: 47.454[s] Speed: 639.3[samples/s]
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2024-05-09 16:59:08 transreid.train INFO: Epoch 79 done. Time per epoch: 46.394[s] Speed: 652.5[samples/s]
2024-05-09 16:59:13 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.493, Acc: 0.947, Base Lr: 1.01e-04
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2024-05-09 16:59:55 transreid.train INFO: Epoch 80 done. Time per epoch: 46.867[s] Speed: 643.2[samples/s]
2024-05-09 17:01:39 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 17:01:39 transreid.train INFO: mAP: 54.6%
2024-05-09 17:01:39 transreid.train INFO: CMC curve, Rank-1  :77.6%
2024-05-09 17:01:39 transreid.train INFO: CMC curve, Rank-5  :87.9%
2024-05-09 17:01:39 transreid.train INFO: CMC curve, Rank-10 :90.9%
2024-05-09 17:01:43 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.459, Acc: 0.952, Base Lr: 9.61e-05
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2024-05-09 17:02:26 transreid.train INFO: Epoch 81 done. Time per epoch: 47.171[s] Speed: 644.5[samples/s]
2024-05-09 17:02:30 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.368, Acc: 0.978, Base Lr: 9.17e-05
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2024-05-09 17:03:59 transreid.train INFO: Epoch 83 done. Time per epoch: 46.566[s] Speed: 650.1[samples/s]
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2024-05-09 17:04:45 transreid.train INFO: Epoch 84 done. Time per epoch: 46.363[s] Speed: 655.7[samples/s]
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2024-05-09 17:06:18 transreid.train INFO: Epoch 86 done. Time per epoch: 46.355[s] Speed: 653.0[samples/s]
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2024-05-09 17:07:05 transreid.train INFO: Epoch 87 done. Time per epoch: 47.148[s] Speed: 642.1[samples/s]
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2024-05-09 17:07:52 transreid.train INFO: Epoch 88 done. Time per epoch: 47.173[s] Speed: 643.1[samples/s]
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2024-05-09 17:08:39 transreid.train INFO: Epoch 89 done. Time per epoch: 46.909[s] Speed: 646.7[samples/s]
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2024-05-09 17:09:26 transreid.train INFO: Epoch 90 done. Time per epoch: 46.665[s] Speed: 650.1[samples/s]
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2024-05-09 17:10:12 transreid.train INFO: Epoch 91 done. Time per epoch: 46.709[s] Speed: 648.1[samples/s]
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2024-05-09 17:10:59 transreid.train INFO: Epoch 92 done. Time per epoch: 46.753[s] Speed: 651.6[samples/s]
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2024-05-09 17:11:46 transreid.train INFO: Epoch 93 done. Time per epoch: 46.962[s] Speed: 647.3[samples/s]
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2024-05-09 17:12:33 transreid.train INFO: Epoch 94 done. Time per epoch: 46.709[s] Speed: 649.5[samples/s]
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2024-05-09 17:13:19 transreid.train INFO: Epoch 95 done. Time per epoch: 46.237[s] Speed: 656.1[samples/s]
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2024-05-09 17:14:06 transreid.train INFO: Epoch 96 done. Time per epoch: 47.066[s] Speed: 644.5[samples/s]
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2024-05-09 17:14:54 transreid.train INFO: Epoch 97 done. Time per epoch: 47.364[s] Speed: 637.8[samples/s]
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2024-05-09 17:15:42 transreid.train INFO: Epoch 98 done. Time per epoch: 48.245[s] Speed: 623.5[samples/s]
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2024-05-09 17:16:28 transreid.train INFO: Epoch 99 done. Time per epoch: 46.570[s] Speed: 651.4[samples/s]
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2024-05-09 17:17:15 transreid.train INFO: Epoch 100 done. Time per epoch: 46.454[s] Speed: 653.0[samples/s]
2024-05-09 17:18:56 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 17:18:56 transreid.train INFO: mAP: 55.1%
2024-05-09 17:18:56 transreid.train INFO: CMC curve, Rank-1  :77.8%
2024-05-09 17:18:56 transreid.train INFO: CMC curve, Rank-5  :88.2%
2024-05-09 17:18:56 transreid.train INFO: CMC curve, Rank-10 :91.1%
2024-05-09 17:19:01 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.362, Acc: 0.983, Base Lr: 2.50e-05
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2024-05-09 17:19:43 transreid.train INFO: Epoch 101 done. Time per epoch: 46.641[s] Speed: 653.2[samples/s]
2024-05-09 17:19:47 transreid.train INFO: Epoch[102] Iter[10/486] Loss: 0.322, Acc: 0.980, Base Lr: 2.26e-05
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2024-05-09 17:20:29 transreid.train INFO: Epoch 102 done. Time per epoch: 46.115[s] Speed: 655.1[samples/s]
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2024-05-09 17:21:16 transreid.train INFO: Epoch 103 done. Time per epoch: 46.478[s] Speed: 652.7[samples/s]
2024-05-09 17:21:20 transreid.train INFO: Epoch[104] Iter[10/486] Loss: 0.402, Acc: 0.963, Base Lr: 1.81e-05
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2024-05-09 17:22:02 transreid.train INFO: Epoch 104 done. Time per epoch: 46.705[s] Speed: 646.8[samples/s]
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2024-05-09 17:22:48 transreid.train INFO: Epoch 105 done. Time per epoch: 45.999[s] Speed: 655.3[samples/s]
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2024-05-09 17:23:35 transreid.train INFO: Epoch 106 done. Time per epoch: 46.359[s] Speed: 651.6[samples/s]
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2024-05-09 17:24:21 transreid.train INFO: Epoch 107 done. Time per epoch: 46.250[s] Speed: 655.9[samples/s]
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2024-05-09 17:25:08 transreid.train INFO: Epoch 108 done. Time per epoch: 46.540[s] Speed: 650.5[samples/s]
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2024-05-09 17:25:54 transreid.train INFO: Epoch 109 done. Time per epoch: 46.648[s] Speed: 649.0[samples/s]
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2024-05-09 17:26:41 transreid.train INFO: Epoch 110 done. Time per epoch: 46.441[s] Speed: 651.8[samples/s]
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2024-05-09 17:27:27 transreid.train INFO: Epoch 111 done. Time per epoch: 46.332[s] Speed: 653.4[samples/s]
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2024-05-09 17:28:14 transreid.train INFO: Epoch 112 done. Time per epoch: 46.683[s] Speed: 647.1[samples/s]
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2024-05-09 17:29:00 transreid.train INFO: Epoch 113 done. Time per epoch: 46.602[s] Speed: 652.3[samples/s]
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2024-05-09 17:29:48 transreid.train INFO: Epoch 114 done. Time per epoch: 47.556[s] Speed: 636.6[samples/s]
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2024-05-09 17:30:35 transreid.train INFO: Epoch 115 done. Time per epoch: 46.749[s] Speed: 647.5[samples/s]
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2024-05-09 17:31:21 transreid.train INFO: Epoch 116 done. Time per epoch: 46.788[s] Speed: 647.0[samples/s]
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2024-05-09 17:32:08 transreid.train INFO: Epoch 117 done. Time per epoch: 47.019[s] Speed: 646.5[samples/s]
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2024-05-09 17:32:55 transreid.train INFO: Epoch 118 done. Time per epoch: 46.978[s] Speed: 647.1[samples/s]
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2024-05-09 17:33:42 transreid.train INFO: Epoch 119 done. Time per epoch: 46.244[s] Speed: 656.0[samples/s]
2024-05-09 17:33:46 transreid.train INFO: Epoch[120] Iter[10/486] Loss: 0.270, Acc: 0.988, Base Lr: 8.00e-07
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2024-05-09 17:34:28 transreid.train INFO: Epoch 120 done. Time per epoch: 46.204[s] Speed: 656.6[samples/s]
2024-05-09 17:36:09 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 17:36:09 transreid.train INFO: mAP: 55.4%
2024-05-09 17:36:09 transreid.train INFO: CMC curve, Rank-1  :78.1%
2024-05-09 17:36:09 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-05-09 17:36:09 transreid.train INFO: CMC curve, Rank-10 :91.1%
