2024-05-02 14:03:06 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet101_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 14:03:06 transreid INFO: Loaded configuration file configs/msmt17/resnet101_ibn.yml
2024-05-02 14:03:06 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: resnet101_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet101_ibn.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/resnet101_ibn_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: 
2024-05-02 14:03:06 transreid.check INFO: Dataset statistics:
2024-05-02 14:03:06 transreid.check INFO:   ----------------------------------------
2024-05-02 14:03:06 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 14:03:06 transreid.check INFO:   ----------------------------------------
2024-05-02 14:03:06 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-02 14:03:06 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-02 14:03:06 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-02 14:03:06 transreid.check INFO:   ----------------------------------------
2024-05-02 14:03:09 transreid INFO: ===========using cosine learning rate=======
2024-05-02 14:03:09 transreid.train INFO: start training
2024-05-02 14:03:24 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 11.182, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 14:03:28 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.871, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 14:03:32 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.615, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 14:03:36 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.459, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-02 14:03:45 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 10.207, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-02 14:06:43 transreid.train INFO: Epoch 1 done. Time per epoch: 214.381[s] Speed: 141.8[samples/s]
2024-05-02 14:06:49 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.570, Acc: 0.050, Base Lr: 8.72e-04
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2024-05-02 14:10:15 transreid.train INFO: Epoch 2 done. Time per epoch: 211.188[s] Speed: 143.9[samples/s]
2024-05-02 14:10:20 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 6.829, Acc: 0.064, Base Lr: 1.27e-03
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2024-05-02 14:20:45 transreid.train INFO: Epoch 5 done. Time per epoch: 209.872[s] Speed: 144.2[samples/s]
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2024-05-02 14:27:46 transreid.train INFO: Epoch 7 done. Time per epoch: 210.807[s] Speed: 143.9[samples/s]
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2024-05-02 14:31:15 transreid.train INFO: Epoch 8 done. Time per epoch: 209.443[s] Speed: 144.5[samples/s]
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2024-05-02 14:38:17 transreid.train INFO: Epoch 10 done. Time per epoch: 211.584[s] Speed: 143.7[samples/s]
2024-05-02 14:38:22 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.000, Acc: 0.853, Base Lr: 4.44e-03
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2024-05-02 14:41:46 transreid.train INFO: Epoch 11 done. Time per epoch: 208.963[s] Speed: 144.6[samples/s]
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2024-05-02 14:45:15 transreid.train INFO: Epoch 12 done. Time per epoch: 209.326[s] Speed: 145.2[samples/s]
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2024-05-02 14:52:13 transreid.train INFO: Epoch 14 done. Time per epoch: 210.306[s] Speed: 144.2[samples/s]
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2024-05-02 14:55:42 transreid.train INFO: Epoch 15 done. Time per epoch: 208.564[s] Speed: 145.1[samples/s]
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2024-05-02 14:59:11 transreid.train INFO: Epoch 16 done. Time per epoch: 209.483[s] Speed: 144.8[samples/s]
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2024-05-02 15:02:40 transreid.train INFO: Epoch 17 done. Time per epoch: 208.560[s] Speed: 145.5[samples/s]
2024-05-02 15:02:45 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.655, Acc: 0.902, Base Lr: 7.21e-03
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2024-05-02 15:06:09 transreid.train INFO: Epoch 18 done. Time per epoch: 209.097[s] Speed: 145.1[samples/s]
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2024-05-02 15:09:38 transreid.train INFO: Epoch 19 done. Time per epoch: 209.449[s] Speed: 144.8[samples/s]
2024-05-02 15:09:43 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.628, Acc: 0.909, Base Lr: 7.47e-03
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2024-05-02 15:13:08 transreid.train INFO: Epoch 20 done. Time per epoch: 209.921[s] Speed: 144.5[samples/s]
2024-05-02 15:18:47 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 15:18:47 transreid.train INFO: mAP: 38.1%
2024-05-02 15:18:47 transreid.train INFO: CMC curve, Rank-1  :65.4%
2024-05-02 15:18:47 transreid.train INFO: CMC curve, Rank-5  :79.3%
2024-05-02 15:18:47 transreid.train INFO: CMC curve, Rank-10 :84.2%
2024-05-02 15:18:53 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.584, Acc: 0.906, Base Lr: 7.41e-03
2024-05-02 15:18:57 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.513, Acc: 0.927, Base Lr: 7.41e-03
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2024-05-02 15:19:05 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 0.470, Acc: 0.943, Base Lr: 7.41e-03
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2024-05-02 15:19:18 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 0.418, Acc: 0.951, Base Lr: 7.41e-03
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2024-05-02 15:22:00 transreid.train INFO: Epoch[21] Iter[450/486] Loss: 0.312, Acc: 0.970, Base Lr: 7.41e-03
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2024-05-02 15:22:11 transreid.train INFO: Epoch 21 done. Time per epoch: 204.703[s] Speed: 148.2[samples/s]
2024-05-02 15:22:17 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.451, Acc: 0.944, Base Lr: 7.36e-03
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2024-05-02 15:25:41 transreid.train INFO: Epoch 22 done. Time per epoch: 209.915[s] Speed: 143.9[samples/s]
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2024-05-02 15:29:13 transreid.train INFO: Epoch 23 done. Time per epoch: 211.937[s] Speed: 143.1[samples/s]
2024-05-02 15:29:19 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.326, Acc: 0.955, Base Lr: 7.24e-03
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2024-05-02 15:32:46 transreid.train INFO: Epoch 24 done. Time per epoch: 212.582[s] Speed: 142.7[samples/s]
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2024-05-02 15:36:20 transreid.train INFO: Epoch 25 done. Time per epoch: 214.051[s] Speed: 142.0[samples/s]
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2024-05-02 15:39:54 transreid.train INFO: Epoch 26 done. Time per epoch: 214.112[s] Speed: 142.0[samples/s]
2024-05-02 15:40:00 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.325, Acc: 0.964, Base Lr: 7.04e-03
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2024-05-02 15:43:29 transreid.train INFO: Epoch 27 done. Time per epoch: 214.664[s] Speed: 141.6[samples/s]
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2024-05-02 15:47:02 transreid.train INFO: Epoch 28 done. Time per epoch: 213.444[s] Speed: 141.8[samples/s]
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2024-05-02 15:50:35 transreid.train INFO: Epoch 29 done. Time per epoch: 213.138[s] Speed: 142.0[samples/s]
2024-05-02 15:50:41 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.213, Acc: 0.970, Base Lr: 6.83e-03
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2024-05-02 15:54:09 transreid.train INFO: Epoch 30 done. Time per epoch: 213.969[s] Speed: 141.8[samples/s]
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2024-05-02 15:57:43 transreid.train INFO: Epoch 31 done. Time per epoch: 213.492[s] Speed: 141.8[samples/s]
2024-05-02 15:57:49 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.167, Acc: 0.988, Base Lr: 6.68e-03
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2024-05-02 16:01:17 transreid.train INFO: Epoch 32 done. Time per epoch: 214.738[s] Speed: 141.6[samples/s]
2024-05-02 16:01:24 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.181, Acc: 0.978, Base Lr: 6.60e-03
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2024-05-02 16:04:52 transreid.train INFO: Epoch 33 done. Time per epoch: 214.831[s] Speed: 141.2[samples/s]
2024-05-02 16:04:58 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.155, Acc: 0.992, Base Lr: 6.52e-03
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2024-05-02 16:08:27 transreid.train INFO: Epoch 34 done. Time per epoch: 215.105[s] Speed: 140.7[samples/s]
2024-05-02 16:08:33 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.126, Acc: 0.981, Base Lr: 6.44e-03
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2024-05-02 16:12:02 transreid.train INFO: Epoch 35 done. Time per epoch: 214.704[s] Speed: 141.6[samples/s]
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2024-05-02 16:15:36 transreid.train INFO: Epoch 36 done. Time per epoch: 214.415[s] Speed: 140.9[samples/s]
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2024-05-02 16:19:11 transreid.train INFO: Epoch 37 done. Time per epoch: 214.510[s] Speed: 141.4[samples/s]
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2024-05-02 16:22:45 transreid.train INFO: Epoch 38 done. Time per epoch: 213.601[s] Speed: 142.0[samples/s]
2024-05-02 16:22:51 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.091, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-02 16:26:19 transreid.train INFO: Epoch 39 done. Time per epoch: 214.916[s] Speed: 141.2[samples/s]
2024-05-02 16:26:26 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.095, Acc: 0.997, Base Lr: 6.00e-03
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2024-05-02 16:29:55 transreid.train INFO: Epoch 40 done. Time per epoch: 215.088[s] Speed: 141.3[samples/s]
2024-05-02 16:35:39 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 16:35:39 transreid.train INFO: mAP: 50.8%
2024-05-02 16:35:39 transreid.train INFO: CMC curve, Rank-1  :76.0%
2024-05-02 16:35:39 transreid.train INFO: CMC curve, Rank-5  :87.0%
2024-05-02 16:35:39 transreid.train INFO: CMC curve, Rank-10 :90.6%
2024-05-02 16:35:47 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.071, Acc: 0.994, Base Lr: 5.91e-03
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2024-05-02 16:42:43 transreid.train INFO: Epoch 42 done. Time per epoch: 214.249[s] Speed: 141.6[samples/s]
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2024-05-02 16:46:17 transreid.train INFO: Epoch 43 done. Time per epoch: 214.348[s] Speed: 141.5[samples/s]
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2024-05-02 16:53:23 transreid.train INFO: Epoch 45 done. Time per epoch: 212.228[s] Speed: 142.6[samples/s]
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2024-05-02 16:56:55 transreid.train INFO: Epoch 46 done. Time per epoch: 212.089[s] Speed: 142.7[samples/s]
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2024-05-02 17:00:28 transreid.train INFO: Epoch 47 done. Time per epoch: 212.436[s] Speed: 142.2[samples/s]
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2024-05-02 17:03:57 transreid.train INFO: Epoch 48 done. Time per epoch: 209.350[s] Speed: 143.7[samples/s]
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2024-05-02 17:07:27 transreid.train INFO: Epoch 49 done. Time per epoch: 209.587[s] Speed: 144.4[samples/s]
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2024-05-02 17:14:29 transreid.train INFO: Epoch 51 done. Time per epoch: 212.740[s] Speed: 143.5[samples/s]
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2024-05-02 17:18:02 transreid.train INFO: Epoch 52 done. Time per epoch: 212.700[s] Speed: 142.9[samples/s]
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2024-05-02 17:21:36 transreid.train INFO: Epoch 53 done. Time per epoch: 214.348[s] Speed: 141.5[samples/s]
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2024-05-02 17:28:48 transreid.train INFO: Epoch 55 done. Time per epoch: 214.747[s] Speed: 140.7[samples/s]
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2024-05-02 17:32:24 transreid.train INFO: Epoch 56 done. Time per epoch: 215.801[s] Speed: 140.0[samples/s]
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2024-05-02 17:35:58 transreid.train INFO: Epoch 57 done. Time per epoch: 214.662[s] Speed: 141.3[samples/s]
2024-05-02 17:36:06 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.22e-03
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2024-05-02 17:39:33 transreid.train INFO: Epoch 58 done. Time per epoch: 214.948[s] Speed: 140.8[samples/s]
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2024-05-02 17:43:08 transreid.train INFO: Epoch 59 done. Time per epoch: 214.587[s] Speed: 141.7[samples/s]
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2024-05-02 17:46:41 transreid.train INFO: Epoch 60 done. Time per epoch: 213.079[s] Speed: 141.8[samples/s]
2024-05-02 17:52:37 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 17:52:37 transreid.train INFO: mAP: 52.8%
2024-05-02 17:52:37 transreid.train INFO: CMC curve, Rank-1  :76.8%
2024-05-02 17:52:37 transreid.train INFO: CMC curve, Rank-5  :88.2%
2024-05-02 17:52:37 transreid.train INFO: CMC curve, Rank-10 :91.4%
2024-05-02 17:52:45 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-02 17:56:07 transreid.train INFO: Epoch 61 done. Time per epoch: 209.175[s] Speed: 145.0[samples/s]
2024-05-02 17:56:14 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.022, Acc: 0.998, Base Lr: 3.80e-03
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2024-05-02 17:59:38 transreid.train INFO: Epoch 62 done. Time per epoch: 211.520[s] Speed: 142.5[samples/s]
2024-05-02 17:59:46 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.016, Acc: 1.000, Base Lr: 3.69e-03
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2024-05-02 18:03:11 transreid.train INFO: Epoch 63 done. Time per epoch: 212.221[s] Speed: 142.9[samples/s]
2024-05-02 18:03:18 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.039, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-02 18:06:44 transreid.train INFO: Epoch 64 done. Time per epoch: 213.825[s] Speed: 141.9[samples/s]
2024-05-02 18:06:52 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.029, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-02 18:10:17 transreid.train INFO: Epoch 65 done. Time per epoch: 212.099[s] Speed: 142.7[samples/s]
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2024-05-02 18:13:52 transreid.train INFO: Epoch 66 done. Time per epoch: 215.003[s] Speed: 141.1[samples/s]
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2024-05-02 18:17:25 transreid.train INFO: Epoch 67 done. Time per epoch: 213.874[s] Speed: 141.8[samples/s]
2024-05-02 18:17:33 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.018, Acc: 1.000, Base Lr: 3.18e-03
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2024-05-02 18:20:59 transreid.train INFO: Epoch 68 done. Time per epoch: 213.650[s] Speed: 141.7[samples/s]
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2024-05-02 18:27:59 transreid.train INFO: Epoch 70 done. Time per epoch: 209.330[s] Speed: 144.6[samples/s]
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2024-05-02 18:31:30 transreid.train INFO: Epoch 71 done. Time per epoch: 210.236[s] Speed: 144.3[samples/s]
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2024-05-02 18:34:59 transreid.train INFO: Epoch 72 done. Time per epoch: 209.403[s] Speed: 144.6[samples/s]
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2024-05-02 18:42:00 transreid.train INFO: Epoch 74 done. Time per epoch: 210.534[s] Speed: 144.4[samples/s]
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2024-05-02 18:45:31 transreid.train INFO: Epoch 75 done. Time per epoch: 210.866[s] Speed: 143.9[samples/s]
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2024-05-02 18:52:31 transreid.train INFO: Epoch 77 done. Time per epoch: 210.007[s] Speed: 144.5[samples/s]
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2024-05-02 18:56:01 transreid.train INFO: Epoch 78 done. Time per epoch: 209.362[s] Speed: 144.9[samples/s]
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2024-05-02 18:59:31 transreid.train INFO: Epoch 79 done. Time per epoch: 209.817[s] Speed: 144.3[samples/s]
2024-05-02 18:59:38 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.017, Acc: 1.000, Base Lr: 2.01e-03
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2024-05-02 19:02:59 transreid.train INFO: Epoch 80 done. Time per epoch: 208.061[s] Speed: 144.9[samples/s]
2024-05-02 19:08:27 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 19:08:27 transreid.train INFO: mAP: 56.9%
2024-05-02 19:08:27 transreid.train INFO: CMC curve, Rank-1  :79.5%
2024-05-02 19:08:27 transreid.train INFO: CMC curve, Rank-5  :89.8%
2024-05-02 19:08:27 transreid.train INFO: CMC curve, Rank-10 :92.4%
2024-05-02 19:08:34 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.013, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-02 19:11:53 transreid.train INFO: Epoch 81 done. Time per epoch: 205.226[s] Speed: 148.1[samples/s]
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2024-05-02 19:32:52 transreid.train INFO: Epoch 87 done. Time per epoch: 210.208[s] Speed: 144.0[samples/s]
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2024-05-02 19:43:21 transreid.train INFO: Epoch 90 done. Time per epoch: 209.968[s] Speed: 144.5[samples/s]
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2024-05-02 19:53:52 transreid.train INFO: Epoch 93 done. Time per epoch: 211.410[s] Speed: 143.8[samples/s]
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2024-05-02 20:14:53 transreid.train INFO: Epoch 99 done. Time per epoch: 210.336[s] Speed: 144.2[samples/s]
2024-05-02 20:15:00 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.016, Acc: 0.995, Base Lr: 5.51e-04
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2024-05-02 20:18:23 transreid.train INFO: Epoch 100 done. Time per epoch: 210.116[s] Speed: 144.4[samples/s]
2024-05-02 20:23:58 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 20:23:58 transreid.train INFO: mAP: 57.2%
2024-05-02 20:23:58 transreid.train INFO: CMC curve, Rank-1  :79.8%
2024-05-02 20:23:58 transreid.train INFO: CMC curve, Rank-5  :90.0%
2024-05-02 20:23:58 transreid.train INFO: CMC curve, Rank-10 :92.8%
2024-05-02 20:24:06 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.013, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-02 21:02:14 transreid.train INFO: Epoch 111 done. Time per epoch: 207.968[s] Speed: 145.6[samples/s]
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2024-05-02 21:05:41 transreid.train INFO: Epoch 112 done. Time per epoch: 206.679[s] Speed: 146.2[samples/s]
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2024-05-02 21:09:09 transreid.train INFO: Epoch 113 done. Time per epoch: 207.555[s] Speed: 146.5[samples/s]
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2024-05-02 21:16:07 transreid.train INFO: Epoch 115 done. Time per epoch: 208.578[s] Speed: 145.1[samples/s]
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2024-05-02 21:19:35 transreid.train INFO: Epoch 116 done. Time per epoch: 207.764[s] Speed: 145.7[samples/s]
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2024-05-02 21:26:32 transreid.train INFO: Epoch 118 done. Time per epoch: 208.484[s] Speed: 145.8[samples/s]
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2024-05-02 21:29:59 transreid.train INFO: Epoch 119 done. Time per epoch: 207.531[s] Speed: 146.2[samples/s]
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2024-05-02 21:32:41 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:32:45 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:32:50 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:32:54 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:32:58 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:03 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:07 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:11 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:15 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:20 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:24 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 21:33:26 transreid.train INFO: Epoch 120 done. Time per epoch: 207.112[s] Speed: 146.5[samples/s]
2024-05-02 21:38:41 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 21:38:41 transreid.train INFO: mAP: 57.8%
2024-05-02 21:38:41 transreid.train INFO: CMC curve, Rank-1  :80.2%
2024-05-02 21:38:41 transreid.train INFO: CMC curve, Rank-5  :90.3%
2024-05-02 21:38:41 transreid.train INFO: CMC curve, Rank-10 :92.7%
