2024-05-08 13:40:52 transreid INFO: Saving model in the path :log/transreid/msmt17/convnext_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:40:52 transreid INFO: Loaded configuration file configs/msmt17/convnext_t.yml
2024-05-08 13:40:52 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: data/
  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: 4
  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: convnext_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_tiny.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/transreid/msmt17/convnext_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  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: 
2024-05-08 13:40:53 transreid.check INFO: Dataset statistics:
2024-05-08 13:40:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:40:53 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:40:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:40:53 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-08 13:40:53 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-08 13:40:53 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-08 13:40:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:40:54 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:40:54 transreid.train INFO: start training
2024-05-08 13:41:07 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.307, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:41:15 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.178, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:41:23 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.063, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:41:31 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 8.944, Acc: 0.000, Base Lr: 4.76e-04
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2024-05-08 13:41:47 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.690, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-08 13:53:17 transreid.train INFO: Epoch 1 done. Time per epoch: 742.926[s] Speed: 40.9[samples/s]
2024-05-08 13:53:35 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.665, Acc: 0.023, Base Lr: 8.72e-04
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2024-05-08 14:07:11 transreid.train INFO: Epoch 2 done. Time per epoch: 833.934[s] Speed: 36.5[samples/s]
2024-05-08 14:07:29 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.347, Acc: 0.019, Base Lr: 1.27e-03
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2024-05-08 14:34:55 transreid.train INFO: Epoch 4 done. Time per epoch: 830.658[s] Speed: 36.4[samples/s]
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2024-05-08 14:48:46 transreid.train INFO: Epoch 5 done. Time per epoch: 831.131[s] Speed: 36.4[samples/s]
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2024-05-08 15:16:28 transreid.train INFO: Epoch 7 done. Time per epoch: 832.104[s] Speed: 36.5[samples/s]
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2024-05-08 15:30:20 transreid.train INFO: Epoch 8 done. Time per epoch: 831.966[s] Speed: 36.4[samples/s]
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2024-05-08 15:58:07 transreid.train INFO: Epoch 10 done. Time per epoch: 834.179[s] Speed: 36.4[samples/s]
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2024-05-08 16:11:56 transreid.train INFO: Epoch 11 done. Time per epoch: 829.509[s] Speed: 36.4[samples/s]
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2024-05-08 16:25:50 transreid.train INFO: Epoch 12 done. Time per epoch: 834.045[s] Speed: 36.4[samples/s]
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2024-05-08 16:39:40 transreid.train INFO: Epoch 13 done. Time per epoch: 829.617[s] Speed: 36.4[samples/s]
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2024-05-08 16:53:32 transreid.train INFO: Epoch 14 done. Time per epoch: 832.370[s] Speed: 36.4[samples/s]
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2024-05-08 17:07:23 transreid.train INFO: Epoch 15 done. Time per epoch: 830.690[s] Speed: 36.4[samples/s]
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2024-05-08 17:35:08 transreid.train INFO: Epoch 17 done. Time per epoch: 832.212[s] Speed: 36.5[samples/s]
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2024-05-08 17:49:01 transreid.train INFO: Epoch 18 done. Time per epoch: 833.069[s] Speed: 36.4[samples/s]
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2024-05-08 18:02:54 transreid.train INFO: Epoch 19 done. Time per epoch: 832.512[s] Speed: 36.4[samples/s]
2024-05-08 18:03:12 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.878, Acc: 0.938, Base Lr: 7.47e-03
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2024-05-08 18:16:46 transreid.train INFO: Epoch 20 done. Time per epoch: 832.537[s] Speed: 36.4[samples/s]
2024-05-08 18:25:44 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 18:25:44 transreid.train INFO: mAP: 33.3%
2024-05-08 18:25:44 transreid.train INFO: CMC curve, Rank-1  :61.1%
2024-05-08 18:25:44 transreid.train INFO: CMC curve, Rank-5  :75.6%
2024-05-08 18:25:44 transreid.train INFO: CMC curve, Rank-10 :80.9%
2024-05-08 18:26:03 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.740, Acc: 0.952, Base Lr: 7.41e-03
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2024-05-08 18:39:36 transreid.train INFO: Epoch 21 done. Time per epoch: 832.804[s] Speed: 36.4[samples/s]
2024-05-08 18:39:55 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.780, Acc: 0.950, Base Lr: 7.36e-03
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2024-05-08 19:07:19 transreid.train INFO: Epoch 23 done. Time per epoch: 832.806[s] Speed: 36.4[samples/s]
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2024-05-08 19:21:12 transreid.train INFO: Epoch 24 done. Time per epoch: 832.700[s] Speed: 36.4[samples/s]
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2024-05-08 19:49:02 transreid.train INFO: Epoch 26 done. Time per epoch: 834.665[s] Speed: 36.4[samples/s]
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2024-05-08 20:02:58 transreid.train INFO: Epoch 27 done. Time per epoch: 835.488[s] Speed: 36.4[samples/s]
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2024-05-08 20:16:48 transreid.train INFO: Epoch 28 done. Time per epoch: 830.731[s] Speed: 36.4[samples/s]
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2024-05-08 20:30:40 transreid.train INFO: Epoch 29 done. Time per epoch: 831.527[s] Speed: 36.4[samples/s]
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2024-05-08 20:44:33 transreid.train INFO: Epoch 30 done. Time per epoch: 833.470[s] Speed: 36.4[samples/s]
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2024-05-08 20:58:24 transreid.train INFO: Epoch 31 done. Time per epoch: 831.034[s] Speed: 36.4[samples/s]
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2024-05-08 21:12:20 transreid.train INFO: Epoch 32 done. Time per epoch: 836.204[s] Speed: 36.4[samples/s]
2024-05-08 21:12:40 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.392, Acc: 0.978, Base Lr: 6.60e-03
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2024-05-08 21:24:02 transreid.train INFO: Epoch 33 done. Time per epoch: 701.881[s] Speed: 43.2[samples/s]
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2024-05-08 21:37:49 transreid.train INFO: Epoch 34 done. Time per epoch: 826.507[s] Speed: 36.6[samples/s]
2024-05-08 21:38:08 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.308, Acc: 0.986, Base Lr: 6.44e-03
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2024-05-08 22:05:24 transreid.train INFO: Epoch 36 done. Time per epoch: 826.855[s] Speed: 36.5[samples/s]
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2024-05-08 22:19:11 transreid.train INFO: Epoch 37 done. Time per epoch: 827.032[s] Speed: 36.7[samples/s]
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2024-05-08 22:32:57 transreid.train INFO: Epoch 38 done. Time per epoch: 826.118[s] Speed: 36.7[samples/s]
2024-05-08 22:33:16 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.260, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-08 22:46:45 transreid.train INFO: Epoch 39 done. Time per epoch: 828.350[s] Speed: 36.6[samples/s]
2024-05-08 22:47:04 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.266, Acc: 0.997, Base Lr: 6.00e-03
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2024-05-08 23:00:33 transreid.train INFO: Epoch 40 done. Time per epoch: 827.743[s] Speed: 36.7[samples/s]
2024-05-08 23:09:28 transreid.train INFO: Validation Results - Epoch: 40
2024-05-08 23:09:28 transreid.train INFO: mAP: 42.2%
2024-05-08 23:09:28 transreid.train INFO: CMC curve, Rank-1  :69.3%
2024-05-08 23:09:28 transreid.train INFO: CMC curve, Rank-5  :82.5%
2024-05-08 23:09:28 transreid.train INFO: CMC curve, Rank-10 :86.5%
2024-05-08 23:09:48 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.185, Acc: 0.995, Base Lr: 5.91e-03
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2024-05-08 23:37:05 transreid.train INFO: Epoch 42 done. Time per epoch: 827.346[s] Speed: 36.7[samples/s]
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2024-05-08 23:50:55 transreid.train INFO: Epoch 43 done. Time per epoch: 829.733[s] Speed: 36.6[samples/s]
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2024-05-09 00:18:32 transreid.train INFO: Epoch 45 done. Time per epoch: 827.987[s] Speed: 36.6[samples/s]
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2024-05-09 00:32:17 transreid.train INFO: Epoch 46 done. Time per epoch: 825.320[s] Speed: 36.7[samples/s]
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2024-05-09 00:59:42 transreid.train INFO: Epoch 48 done. Time per epoch: 821.230[s] Speed: 36.6[samples/s]
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2024-05-09 01:13:27 transreid.train INFO: Epoch 49 done. Time per epoch: 824.546[s] Speed: 36.7[samples/s]
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2024-05-09 01:27:14 transreid.train INFO: Epoch 50 done. Time per epoch: 827.158[s] Speed: 36.6[samples/s]
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2024-05-09 01:41:06 transreid.train INFO: Epoch 51 done. Time per epoch: 832.783[s] Speed: 36.7[samples/s]
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2024-05-09 01:54:58 transreid.train INFO: Epoch 52 done. Time per epoch: 831.481[s] Speed: 36.6[samples/s]
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2024-05-09 02:08:52 transreid.train INFO: Epoch 53 done. Time per epoch: 834.372[s] Speed: 36.4[samples/s]
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2024-05-09 02:36:40 transreid.train INFO: Epoch 55 done. Time per epoch: 829.184[s] Speed: 36.4[samples/s]
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2024-05-09 02:50:31 transreid.train INFO: Epoch 56 done. Time per epoch: 831.125[s] Speed: 36.3[samples/s]
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2024-05-09 03:18:17 transreid.train INFO: Epoch 58 done. Time per epoch: 833.243[s] Speed: 36.3[samples/s]
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2024-05-09 03:32:11 transreid.train INFO: Epoch 59 done. Time per epoch: 834.578[s] Speed: 36.4[samples/s]
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2024-05-09 03:46:00 transreid.train INFO: Epoch 60 done. Time per epoch: 828.949[s] Speed: 36.4[samples/s]
2024-05-09 03:54:45 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 03:54:45 transreid.train INFO: mAP: 41.4%
2024-05-09 03:54:45 transreid.train INFO: CMC curve, Rank-1  :68.2%
2024-05-09 03:54:45 transreid.train INFO: CMC curve, Rank-5  :81.4%
2024-05-09 03:54:45 transreid.train INFO: CMC curve, Rank-10 :85.7%
2024-05-09 03:55:04 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.124, Acc: 0.994, Base Lr: 3.90e-03
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2024-05-09 04:08:37 transreid.train INFO: Epoch 61 done. Time per epoch: 831.912[s] Speed: 36.5[samples/s]
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2024-05-09 04:22:26 transreid.train INFO: Epoch 62 done. Time per epoch: 828.990[s] Speed: 36.4[samples/s]
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2024-05-09 04:50:15 transreid.train INFO: Epoch 64 done. Time per epoch: 836.846[s] Speed: 36.3[samples/s]
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2024-05-09 05:02:20 transreid.train INFO: Epoch 65 done. Time per epoch: 725.473[s] Speed: 41.7[samples/s]
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2024-05-09 05:30:02 transreid.train INFO: Epoch 67 done. Time per epoch: 831.516[s] Speed: 36.5[samples/s]
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2024-05-09 05:43:55 transreid.train INFO: Epoch 68 done. Time per epoch: 832.910[s] Speed: 36.3[samples/s]
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2024-05-09 06:11:38 transreid.train INFO: Epoch 70 done. Time per epoch: 830.385[s] Speed: 36.5[samples/s]
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2024-05-09 06:25:33 transreid.train INFO: Epoch 71 done. Time per epoch: 835.701[s] Speed: 36.3[samples/s]
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2024-05-09 06:39:23 transreid.train INFO: Epoch 72 done. Time per epoch: 829.870[s] Speed: 36.5[samples/s]
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2024-05-09 06:53:18 transreid.train INFO: Epoch 73 done. Time per epoch: 834.780[s] Speed: 36.3[samples/s]
2024-05-09 06:53:38 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.085, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-09 07:07:11 transreid.train INFO: Epoch 74 done. Time per epoch: 833.426[s] Speed: 36.5[samples/s]
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2024-05-09 07:21:03 transreid.train INFO: Epoch 75 done. Time per epoch: 831.656[s] Speed: 36.5[samples/s]
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2024-05-09 07:48:50 transreid.train INFO: Epoch 77 done. Time per epoch: 831.742[s] Speed: 36.5[samples/s]
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2024-05-09 08:02:41 transreid.train INFO: Epoch 78 done. Time per epoch: 831.230[s] Speed: 36.5[samples/s]
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2024-05-09 08:16:33 transreid.train INFO: Epoch 79 done. Time per epoch: 832.597[s] Speed: 36.4[samples/s]
2024-05-09 08:16:53 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.081, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-09 08:30:21 transreid.train INFO: Epoch 80 done. Time per epoch: 827.904[s] Speed: 36.4[samples/s]
2024-05-09 08:39:02 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 08:39:02 transreid.train INFO: mAP: 43.7%
2024-05-09 08:39:02 transreid.train INFO: CMC curve, Rank-1  :70.6%
2024-05-09 08:39:02 transreid.train INFO: CMC curve, Rank-5  :83.1%
2024-05-09 08:39:02 transreid.train INFO: CMC curve, Rank-10 :87.3%
2024-05-09 08:39:22 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.073, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-09 08:52:55 transreid.train INFO: Epoch 81 done. Time per epoch: 832.847[s] Speed: 36.5[samples/s]
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2024-05-09 09:20:40 transreid.train INFO: Epoch 83 done. Time per epoch: 832.937[s] Speed: 36.3[samples/s]
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2024-05-09 09:34:34 transreid.train INFO: Epoch 84 done. Time per epoch: 833.321[s] Speed: 36.5[samples/s]
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2024-05-09 10:02:14 transreid.train INFO: Epoch 86 done. Time per epoch: 829.413[s] Speed: 36.5[samples/s]
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2024-05-09 10:16:04 transreid.train INFO: Epoch 87 done. Time per epoch: 829.682[s] Speed: 36.5[samples/s]
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2024-05-09 10:29:59 transreid.train INFO: Epoch 88 done. Time per epoch: 834.888[s] Speed: 36.3[samples/s]
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2024-05-09 10:43:50 transreid.train INFO: Epoch 89 done. Time per epoch: 831.541[s] Speed: 36.5[samples/s]
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2024-05-09 10:57:45 transreid.train INFO: Epoch 90 done. Time per epoch: 834.757[s] Speed: 36.3[samples/s]
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2024-05-09 11:11:35 transreid.train INFO: Epoch 91 done. Time per epoch: 829.866[s] Speed: 36.5[samples/s]
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2024-05-09 11:25:30 transreid.train INFO: Epoch 92 done. Time per epoch: 834.574[s] Speed: 36.5[samples/s]
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2024-05-09 11:39:26 transreid.train INFO: Epoch 93 done. Time per epoch: 836.248[s] Speed: 36.4[samples/s]
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2024-05-09 11:53:17 transreid.train INFO: Epoch 94 done. Time per epoch: 831.470[s] Speed: 36.5[samples/s]
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2024-05-09 12:07:09 transreid.train INFO: Epoch 95 done. Time per epoch: 832.040[s] Speed: 36.5[samples/s]
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2024-05-09 12:21:04 transreid.train INFO: Epoch 96 done. Time per epoch: 834.739[s] Speed: 36.3[samples/s]
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2024-05-09 12:35:05 transreid.train INFO: Epoch 97 done. Time per epoch: 841.073[s] Speed: 35.9[samples/s]
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2024-05-09 12:46:53 transreid.train INFO: Epoch 98 done. Time per epoch: 708.051[s] Speed: 42.5[samples/s]
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2024-05-09 13:00:42 transreid.train INFO: Epoch 99 done. Time per epoch: 828.462[s] Speed: 36.6[samples/s]
2024-05-09 13:01:01 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.039, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-09 13:14:29 transreid.train INFO: Epoch 100 done. Time per epoch: 827.071[s] Speed: 36.7[samples/s]
2024-05-09 13:23:09 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 13:23:09 transreid.train INFO: mAP: 45.8%
2024-05-09 13:23:09 transreid.train INFO: CMC curve, Rank-1  :72.1%
2024-05-09 13:23:09 transreid.train INFO: CMC curve, Rank-5  :84.6%
2024-05-09 13:23:09 transreid.train INFO: CMC curve, Rank-10 :88.2%
2024-05-09 13:23:29 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.063, Acc: 0.994, Base Lr: 5.00e-04
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2024-05-09 13:50:51 transreid.train INFO: Epoch 102 done. Time per epoch: 827.565[s] Speed: 36.5[samples/s]
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2024-05-09 14:04:45 transreid.train INFO: Epoch 103 done. Time per epoch: 834.011[s] Speed: 36.4[samples/s]
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2024-05-09 14:32:21 transreid.train INFO: Epoch 105 done. Time per epoch: 828.797[s] Speed: 36.4[samples/s]
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2024-05-09 14:46:08 transreid.train INFO: Epoch 106 done. Time per epoch: 827.105[s] Speed: 36.5[samples/s]
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2024-05-09 15:13:51 transreid.train INFO: Epoch 108 done. Time per epoch: 832.433[s] Speed: 36.4[samples/s]
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2024-05-09 15:27:40 transreid.train INFO: Epoch 109 done. Time per epoch: 828.559[s] Speed: 36.5[samples/s]
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2024-05-09 15:41:28 transreid.train INFO: Epoch 110 done. Time per epoch: 828.795[s] Speed: 36.5[samples/s]
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2024-05-09 15:55:20 transreid.train INFO: Epoch 111 done. Time per epoch: 831.848[s] Speed: 36.4[samples/s]
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2024-05-09 16:09:08 transreid.train INFO: Epoch 112 done. Time per epoch: 827.506[s] Speed: 36.5[samples/s]
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2024-05-09 16:23:04 transreid.train INFO: Epoch 113 done. Time per epoch: 836.592[s] Speed: 36.3[samples/s]
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2024-05-09 16:36:53 transreid.train INFO: Epoch 114 done. Time per epoch: 829.131[s] Speed: 36.5[samples/s]
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2024-05-09 16:50:43 transreid.train INFO: Epoch 115 done. Time per epoch: 829.537[s] Speed: 36.5[samples/s]
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2024-05-09 17:04:35 transreid.train INFO: Epoch 116 done. Time per epoch: 832.107[s] Speed: 36.4[samples/s]
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2024-05-09 17:18:28 transreid.train INFO: Epoch 117 done. Time per epoch: 833.008[s] Speed: 36.5[samples/s]
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2024-05-09 17:32:24 transreid.train INFO: Epoch 118 done. Time per epoch: 836.177[s] Speed: 36.4[samples/s]
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2024-05-09 17:46:15 transreid.train INFO: Epoch 119 done. Time per epoch: 830.992[s] Speed: 36.5[samples/s]
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2024-05-09 17:59:23 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.035, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 17:59:41 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.034, Acc: 0.998, Base Lr: 1.60e-05
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2024-05-09 18:00:06 transreid.train INFO: Epoch 120 done. Time per epoch: 830.466[s] Speed: 36.5[samples/s]
2024-05-09 18:08:46 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 18:08:46 transreid.train INFO: mAP: 46.2%
2024-05-09 18:08:46 transreid.train INFO: CMC curve, Rank-1  :72.5%
2024-05-09 18:08:46 transreid.train INFO: CMC curve, Rank-5  :84.7%
2024-05-09 18:08:46 transreid.train INFO: CMC curve, Rank-10 :88.4%
