2024-05-09 20:15:49 transreid INFO: Saving model in the path :log/transreid/msmt17/fasvit_sa12_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 20:15:49 transreid INFO: Loaded configuration file configs/msmt17/fastvit_sa12.yml
2024-05-09 20:15:49 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: 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: fastvit_sa12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_sa12.pth.tar
  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/fasvit_sa12_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: 
2024-05-09 20:15:50 transreid.check INFO: Dataset statistics:
2024-05-09 20:15:50 transreid.check INFO:   ----------------------------------------
2024-05-09 20:15:50 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 20:15:50 transreid.check INFO:   ----------------------------------------
2024-05-09 20:15:50 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-09 20:15:50 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-09 20:15:50 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-09 20:15:50 transreid.check INFO:   ----------------------------------------
2024-05-09 20:15:52 transreid INFO: ===========using cosine learning rate=======
2024-05-09 20:15:52 transreid.train INFO: start training
2024-05-09 20:16:11 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.045, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:16:22 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.824, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:16:34 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.686, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:16:47 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.590, Acc: 0.000, Base Lr: 4.76e-04
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2024-05-09 20:17:21 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.445, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:17:39 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.406, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-09 20:18:14 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.316, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-09 20:29:28 transreid.train INFO: Epoch 1 done. Time per epoch: 815.148[s] Speed: 37.3[samples/s]
2024-05-09 20:29:46 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.441, Acc: 0.002, Base Lr: 8.72e-04
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2024-05-09 20:43:16 transreid.train INFO: Epoch 2 done. Time per epoch: 828.464[s] Speed: 36.7[samples/s]
2024-05-09 20:43:35 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.537, Acc: 0.011, Base Lr: 1.27e-03
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2024-05-09 21:10:50 transreid.train INFO: Epoch 4 done. Time per epoch: 825.235[s] Speed: 36.7[samples/s]
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2024-05-09 21:24:36 transreid.train INFO: Epoch 5 done. Time per epoch: 825.942[s] Speed: 36.7[samples/s]
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2024-05-09 21:52:08 transreid.train INFO: Epoch 7 done. Time per epoch: 827.082[s] Speed: 36.7[samples/s]
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2024-05-09 22:05:53 transreid.train INFO: Epoch 8 done. Time per epoch: 825.401[s] Speed: 36.7[samples/s]
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2024-05-09 22:19:39 transreid.train INFO: Epoch 9 done. Time per epoch: 826.295[s] Speed: 36.7[samples/s]
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2024-05-09 22:33:29 transreid.train INFO: Epoch 10 done. Time per epoch: 829.934[s] Speed: 36.6[samples/s]
2024-05-09 22:33:47 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 2.291, Acc: 0.620, Base Lr: 4.44e-03
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2024-05-09 22:47:13 transreid.train INFO: Epoch 11 done. Time per epoch: 823.256[s] Speed: 36.7[samples/s]
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2024-05-09 23:01:01 transreid.train INFO: Epoch 12 done. Time per epoch: 828.397[s] Speed: 36.7[samples/s]
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2024-05-09 23:28:31 transreid.train INFO: Epoch 14 done. Time per epoch: 826.915[s] Speed: 36.7[samples/s]
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2024-05-09 23:42:16 transreid.train INFO: Epoch 15 done. Time per epoch: 825.232[s] Speed: 36.7[samples/s]
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2024-05-09 23:56:03 transreid.train INFO: Epoch 16 done. Time per epoch: 826.858[s] Speed: 36.7[samples/s]
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2024-05-10 00:09:52 transreid.train INFO: Epoch 17 done. Time per epoch: 829.022[s] Speed: 36.6[samples/s]
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2024-05-10 00:23:40 transreid.train INFO: Epoch 18 done. Time per epoch: 827.850[s] Speed: 36.6[samples/s]
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2024-05-10 00:37:04 transreid.train INFO: Epoch[19] Iter[460/486] Loss: 0.644, Acc: 0.954, Base Lr: 7.60e-03
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2024-05-10 00:37:28 transreid.train INFO: Epoch 19 done. Time per epoch: 828.259[s] Speed: 36.6[samples/s]
2024-05-10 00:37:46 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.945, Acc: 0.875, Base Lr: 7.47e-03
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2024-05-10 00:51:22 transreid.train INFO: Epoch 20 done. Time per epoch: 834.270[s] Speed: 36.4[samples/s]
2024-05-10 00:58:10 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 00:58:10 transreid.train INFO: mAP: 22.7%
2024-05-10 00:58:10 transreid.train INFO: CMC curve, Rank-1  :48.2%
2024-05-10 00:58:10 transreid.train INFO: CMC curve, Rank-5  :64.6%
2024-05-10 00:58:10 transreid.train INFO: CMC curve, Rank-10 :71.3%
2024-05-10 00:58:29 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.859, Acc: 0.886, Base Lr: 7.41e-03
2024-05-10 00:58:46 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.751, Acc: 0.914, Base Lr: 7.41e-03
2024-05-10 00:59:04 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 0.727, Acc: 0.924, Base Lr: 7.41e-03
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2024-05-10 01:11:57 transreid.train INFO: Epoch 21 done. Time per epoch: 827.940[s] Speed: 36.6[samples/s]
2024-05-10 01:12:17 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.749, Acc: 0.931, Base Lr: 7.36e-03
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2024-05-10 01:25:41 transreid.train INFO: Epoch 22 done. Time per epoch: 824.016[s] Speed: 36.7[samples/s]
2024-05-10 01:26:01 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 0.636, Acc: 0.925, Base Lr: 7.30e-03
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2024-05-10 01:39:30 transreid.train INFO: Epoch 23 done. Time per epoch: 828.275[s] Speed: 36.6[samples/s]
2024-05-10 01:39:49 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.637, Acc: 0.934, Base Lr: 7.24e-03
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2024-05-10 01:53:17 transreid.train INFO: Epoch 24 done. Time per epoch: 827.440[s] Speed: 36.7[samples/s]
2024-05-10 01:53:36 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.505, Acc: 0.956, Base Lr: 7.18e-03
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2024-05-10 02:07:07 transreid.train INFO: Epoch 25 done. Time per epoch: 830.032[s] Speed: 36.6[samples/s]
2024-05-10 02:07:27 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.528, Acc: 0.956, Base Lr: 7.11e-03
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2024-05-10 02:20:58 transreid.train INFO: Epoch 26 done. Time per epoch: 831.071[s] Speed: 36.6[samples/s]
2024-05-10 02:21:18 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.610, Acc: 0.941, Base Lr: 7.04e-03
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2024-05-10 02:34:48 transreid.train INFO: Epoch 27 done. Time per epoch: 830.060[s] Speed: 36.6[samples/s]
2024-05-10 02:35:08 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 0.440, Acc: 0.970, Base Lr: 6.97e-03
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2024-05-10 02:48:35 transreid.train INFO: Epoch 28 done. Time per epoch: 826.380[s] Speed: 36.6[samples/s]
2024-05-10 02:48:54 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.363, Acc: 0.967, Base Lr: 6.90e-03
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2024-05-10 03:02:22 transreid.train INFO: Epoch 29 done. Time per epoch: 827.101[s] Speed: 36.6[samples/s]
2024-05-10 03:02:41 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.346, Acc: 0.978, Base Lr: 6.83e-03
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2024-05-10 03:16:09 transreid.train INFO: Epoch 30 done. Time per epoch: 827.418[s] Speed: 36.7[samples/s]
2024-05-10 03:16:29 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 0.306, Acc: 0.977, Base Lr: 6.76e-03
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2024-05-10 03:29:55 transreid.train INFO: Epoch 31 done. Time per epoch: 826.134[s] Speed: 36.6[samples/s]
2024-05-10 03:30:15 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.299, Acc: 0.975, Base Lr: 6.68e-03
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2024-05-10 03:43:45 transreid.train INFO: Epoch 32 done. Time per epoch: 829.872[s] Speed: 36.6[samples/s]
2024-05-10 03:44:05 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.264, Acc: 0.986, Base Lr: 6.60e-03
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2024-05-10 03:57:33 transreid.train INFO: Epoch 33 done. Time per epoch: 827.706[s] Speed: 36.7[samples/s]
2024-05-10 03:57:52 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.315, Acc: 0.967, Base Lr: 6.52e-03
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2024-05-10 04:11:24 transreid.train INFO: Epoch 34 done. Time per epoch: 830.851[s] Speed: 36.4[samples/s]
2024-05-10 04:11:44 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.243, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-10 04:24:18 transreid.train INFO: Epoch 35 done. Time per epoch: 774.575[s] Speed: 39.2[samples/s]
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2024-05-10 04:38:03 transreid.train INFO: Epoch 36 done. Time per epoch: 824.669[s] Speed: 36.6[samples/s]
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2024-05-10 04:51:50 transreid.train INFO: Epoch 37 done. Time per epoch: 826.707[s] Speed: 36.7[samples/s]
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2024-05-10 05:05:38 transreid.train INFO: Epoch 38 done. Time per epoch: 828.158[s] Speed: 36.6[samples/s]
2024-05-10 05:05:57 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.157, Acc: 0.994, Base Lr: 6.09e-03
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2024-05-10 05:19:25 transreid.train INFO: Epoch 39 done. Time per epoch: 827.202[s] Speed: 36.7[samples/s]
2024-05-10 05:19:45 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.199, Acc: 0.986, Base Lr: 6.00e-03
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2024-05-10 05:33:25 transreid.train INFO: Epoch 40 done. Time per epoch: 839.578[s] Speed: 36.2[samples/s]
2024-05-10 05:40:05 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 05:40:05 transreid.train INFO: mAP: 35.7%
2024-05-10 05:40:05 transreid.train INFO: CMC curve, Rank-1  :63.0%
2024-05-10 05:40:05 transreid.train INFO: CMC curve, Rank-5  :77.9%
2024-05-10 05:40:05 transreid.train INFO: CMC curve, Rank-10 :82.9%
2024-05-10 05:40:25 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.156, Acc: 0.984, Base Lr: 5.91e-03
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2024-05-10 06:07:47 transreid.train INFO: Epoch 42 done. Time per epoch: 831.391[s] Speed: 36.5[samples/s]
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2024-05-10 06:21:37 transreid.train INFO: Epoch 43 done. Time per epoch: 829.762[s] Speed: 36.6[samples/s]
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2024-05-10 06:49:18 transreid.train INFO: Epoch 45 done. Time per epoch: 828.028[s] Speed: 36.6[samples/s]
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2024-05-10 07:03:08 transreid.train INFO: Epoch 46 done. Time per epoch: 829.955[s] Speed: 36.5[samples/s]
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2024-05-10 07:30:36 transreid.train INFO: Epoch 48 done. Time per epoch: 822.367[s] Speed: 36.6[samples/s]
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2024-05-10 07:44:25 transreid.train INFO: Epoch 49 done. Time per epoch: 828.601[s] Speed: 36.5[samples/s]
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2024-05-10 07:58:11 transreid.train INFO: Epoch 50 done. Time per epoch: 825.633[s] Speed: 36.7[samples/s]
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2024-05-10 08:12:04 transreid.train INFO: Epoch 51 done. Time per epoch: 833.729[s] Speed: 36.6[samples/s]
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2024-05-10 08:25:54 transreid.train INFO: Epoch 52 done. Time per epoch: 829.811[s] Speed: 36.6[samples/s]
2024-05-10 08:26:15 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 0.136, Acc: 0.986, Base Lr: 4.74e-03
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2024-05-10 08:39:42 transreid.train INFO: Epoch 53 done. Time per epoch: 828.090[s] Speed: 36.6[samples/s]
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2024-05-10 08:53:36 transreid.train INFO: Epoch 54 done. Time per epoch: 833.527[s] Speed: 36.6[samples/s]
2024-05-10 08:53:56 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.052, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-10 09:07:19 transreid.train INFO: Epoch 55 done. Time per epoch: 822.854[s] Speed: 36.7[samples/s]
2024-05-10 09:07:39 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.055, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-10 09:21:04 transreid.train INFO: Epoch 56 done. Time per epoch: 824.989[s] Speed: 36.6[samples/s]
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2024-05-10 09:34:51 transreid.train INFO: Epoch 57 done. Time per epoch: 827.340[s] Speed: 36.7[samples/s]
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2024-05-10 09:48:37 transreid.train INFO: Epoch 58 done. Time per epoch: 826.122[s] Speed: 36.6[samples/s]
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2024-05-10 10:02:27 transreid.train INFO: Epoch 59 done. Time per epoch: 829.759[s] Speed: 36.6[samples/s]
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2024-05-10 10:15:48 transreid.train INFO: Epoch 60 done. Time per epoch: 801.277[s] Speed: 37.7[samples/s]
2024-05-10 10:22:55 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 10:22:55 transreid.train INFO: mAP: 38.5%
2024-05-10 10:22:55 transreid.train INFO: CMC curve, Rank-1  :65.2%
2024-05-10 10:22:55 transreid.train INFO: CMC curve, Rank-5  :79.8%
2024-05-10 10:22:55 transreid.train INFO: CMC curve, Rank-10 :84.4%
2024-05-10 10:23:15 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.043, Acc: 0.995, Base Lr: 3.90e-03
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2024-05-10 10:36:41 transreid.train INFO: Epoch 61 done. Time per epoch: 826.352[s] Speed: 36.7[samples/s]
2024-05-10 10:37:02 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.047, Acc: 0.994, Base Lr: 3.80e-03
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2024-05-10 10:50:24 transreid.train INFO: Epoch 62 done. Time per epoch: 822.611[s] Speed: 36.6[samples/s]
2024-05-10 10:50:45 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.053, Acc: 0.997, Base Lr: 3.69e-03
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2024-05-10 11:04:11 transreid.train INFO: Epoch 63 done. Time per epoch: 826.806[s] Speed: 36.7[samples/s]
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2024-05-10 11:17:58 transreid.train INFO: Epoch 64 done. Time per epoch: 827.310[s] Speed: 36.7[samples/s]
2024-05-10 11:18:19 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.059, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-10 11:31:43 transreid.train INFO: Epoch 65 done. Time per epoch: 824.455[s] Speed: 36.7[samples/s]
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2024-05-10 11:45:29 transreid.train INFO: Epoch 66 done. Time per epoch: 826.964[s] Speed: 36.7[samples/s]
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2024-05-10 11:59:18 transreid.train INFO: Epoch 67 done. Time per epoch: 828.142[s] Speed: 36.6[samples/s]
2024-05-10 11:59:39 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.038, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-10 12:13:09 transreid.train INFO: Epoch 68 done. Time per epoch: 831.568[s] Speed: 36.4[samples/s]
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2024-05-10 12:25:56 transreid.train INFO: Epoch 69 done. Time per epoch: 766.482[s] Speed: 39.6[samples/s]
2024-05-10 12:26:17 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.050, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 12:39:39 transreid.train INFO: Epoch 70 done. Time per epoch: 823.056[s] Speed: 36.8[samples/s]
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2024-05-10 12:53:21 transreid.train INFO: Epoch 71 done. Time per epoch: 822.508[s] Speed: 36.9[samples/s]
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2024-05-10 13:07:02 transreid.train INFO: Epoch 72 done. Time per epoch: 820.986[s] Speed: 36.9[samples/s]
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2024-05-10 13:20:47 transreid.train INFO: Epoch 73 done. Time per epoch: 824.319[s] Speed: 36.8[samples/s]
2024-05-10 13:21:08 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.033, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-10 13:34:31 transreid.train INFO: Epoch 74 done. Time per epoch: 824.724[s] Speed: 36.9[samples/s]
2024-05-10 13:34:52 transreid.train INFO: Epoch[75] Iter[10/486] Loss: 0.040, Acc: 0.995, Base Lr: 2.48e-03
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2024-05-10 13:48:16 transreid.train INFO: Epoch 75 done. Time per epoch: 824.993[s] Speed: 36.8[samples/s]
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2024-05-10 14:01:59 transreid.train INFO: Epoch 76 done. Time per epoch: 822.542[s] Speed: 36.9[samples/s]
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2024-05-10 14:15:43 transreid.train INFO: Epoch 77 done. Time per epoch: 823.723[s] Speed: 36.8[samples/s]
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2024-05-10 14:29:25 transreid.train INFO: Epoch 78 done. Time per epoch: 822.641[s] Speed: 36.9[samples/s]
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2024-05-10 14:43:08 transreid.train INFO: Epoch 79 done. Time per epoch: 822.377[s] Speed: 36.8[samples/s]
2024-05-10 14:43:29 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-10 14:55:55 transreid.train INFO: Epoch 80 done. Time per epoch: 767.389[s] Speed: 39.3[samples/s]
2024-05-10 15:03:37 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 15:03:37 transreid.train INFO: mAP: 40.6%
2024-05-10 15:03:37 transreid.train INFO: CMC curve, Rank-1  :66.9%
2024-05-10 15:03:37 transreid.train INFO: CMC curve, Rank-5  :81.2%
2024-05-10 15:03:37 transreid.train INFO: CMC curve, Rank-10 :85.7%
2024-05-10 15:03:58 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.024, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-10 15:17:31 transreid.train INFO: Epoch 81 done. Time per epoch: 834.117[s] Speed: 36.4[samples/s]
2024-05-10 15:17:52 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.040, Acc: 0.998, Base Lr: 1.83e-03
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2024-05-10 15:45:18 transreid.train INFO: Epoch 83 done. Time per epoch: 834.081[s] Speed: 36.3[samples/s]
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2024-05-10 15:59:11 transreid.train INFO: Epoch 84 done. Time per epoch: 832.932[s] Speed: 36.5[samples/s]
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2024-05-10 16:12:59 transreid.train INFO: Epoch 85 done. Time per epoch: 828.253[s] Speed: 36.5[samples/s]
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2024-05-10 16:26:46 transreid.train INFO: Epoch 86 done. Time per epoch: 827.109[s] Speed: 36.6[samples/s]
2024-05-10 16:27:07 transreid.train INFO: Epoch[87] Iter[10/486] Loss: 0.048, Acc: 0.995, Base Lr: 1.42e-03
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2024-05-10 16:40:33 transreid.train INFO: Epoch 87 done. Time per epoch: 827.178[s] Speed: 36.6[samples/s]
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2024-05-10 16:54:23 transreid.train INFO: Epoch 88 done. Time per epoch: 829.501[s] Speed: 36.6[samples/s]
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2024-05-10 17:08:10 transreid.train INFO: Epoch 89 done. Time per epoch: 827.144[s] Speed: 36.7[samples/s]
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2024-05-10 17:21:58 transreid.train INFO: Epoch 90 done. Time per epoch: 828.327[s] Speed: 36.6[samples/s]
2024-05-10 17:22:20 transreid.train INFO: Epoch[91] Iter[10/486] Loss: 0.036, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 17:35:45 transreid.train INFO: Epoch 91 done. Time per epoch: 826.870[s] Speed: 36.6[samples/s]
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2024-05-10 17:49:39 transreid.train INFO: Epoch 92 done. Time per epoch: 834.046[s] Speed: 36.5[samples/s]
2024-05-10 17:50:01 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.039, Acc: 0.994, Base Lr: 9.72e-04
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2024-05-10 18:03:30 transreid.train INFO: Epoch 93 done. Time per epoch: 831.087[s] Speed: 36.6[samples/s]
2024-05-10 18:03:51 transreid.train INFO: Epoch[94] Iter[10/486] Loss: 0.028, Acc: 1.000, Base Lr: 9.06e-04
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2024-05-10 18:17:15 transreid.train INFO: Epoch 94 done. Time per epoch: 824.473[s] Speed: 36.8[samples/s]
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2024-05-10 18:31:01 transreid.train INFO: Epoch 95 done. Time per epoch: 825.864[s] Speed: 36.7[samples/s]
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2024-05-10 18:44:44 transreid.train INFO: Epoch 96 done. Time per epoch: 823.634[s] Speed: 36.8[samples/s]
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2024-05-10 18:58:27 transreid.train INFO: Epoch 97 done. Time per epoch: 822.255[s] Speed: 36.7[samples/s]
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2024-05-10 19:12:03 transreid.train INFO: Epoch 98 done. Time per epoch: 816.455[s] Speed: 36.8[samples/s]
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2024-05-10 19:25:47 transreid.train INFO: Epoch 99 done. Time per epoch: 823.498[s] Speed: 36.8[samples/s]
2024-05-10 19:26:07 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.021, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 19:38:37 transreid.train INFO: Epoch 100 done. Time per epoch: 770.753[s] Speed: 39.4[samples/s]
2024-05-10 19:46:06 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 19:46:06 transreid.train INFO: mAP: 41.5%
2024-05-10 19:46:06 transreid.train INFO: CMC curve, Rank-1  :67.5%
2024-05-10 19:46:06 transreid.train INFO: CMC curve, Rank-5  :81.6%
2024-05-10 19:46:06 transreid.train INFO: CMC curve, Rank-10 :86.1%
2024-05-10 19:46:27 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.026, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-10 20:13:51 transreid.train INFO: Epoch 102 done. Time per epoch: 835.826[s] Speed: 36.1[samples/s]
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2024-05-10 20:26:38 transreid.train INFO: Epoch 103 done. Time per epoch: 766.642[s] Speed: 39.6[samples/s]
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2024-05-10 21:07:45 transreid.train INFO: Epoch 106 done. Time per epoch: 822.182[s] Speed: 36.7[samples/s]
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2024-05-10 21:35:15 transreid.train INFO: Epoch 108 done. Time per epoch: 823.138[s] Speed: 36.8[samples/s]
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2024-05-10 21:49:01 transreid.train INFO: Epoch 109 done. Time per epoch: 825.590[s] Speed: 36.7[samples/s]
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2024-05-10 22:02:44 transreid.train INFO: Epoch 110 done. Time per epoch: 823.292[s] Speed: 36.8[samples/s]
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2024-05-10 22:16:30 transreid.train INFO: Epoch 111 done. Time per epoch: 825.537[s] Speed: 36.7[samples/s]
2024-05-10 22:16:50 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.023, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 22:30:12 transreid.train INFO: Epoch 112 done. Time per epoch: 822.320[s] Speed: 36.7[samples/s]
2024-05-10 22:30:33 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.021, Acc: 0.997, Base Lr: 8.28e-05
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2024-05-10 22:43:59 transreid.train INFO: Epoch 113 done. Time per epoch: 826.829[s] Speed: 36.8[samples/s]
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2024-05-10 22:57:44 transreid.train INFO: Epoch 114 done. Time per epoch: 825.099[s] Speed: 36.7[samples/s]
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2024-05-10 23:11:27 transreid.train INFO: Epoch 115 done. Time per epoch: 823.484[s] Speed: 36.8[samples/s]
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2024-05-10 23:25:12 transreid.train INFO: Epoch 116 done. Time per epoch: 824.763[s] Speed: 36.7[samples/s]
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2024-05-10 23:52:46 transreid.train INFO: Epoch 118 done. Time per epoch: 827.025[s] Speed: 36.8[samples/s]
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2024-05-11 00:06:34 transreid.train INFO: Epoch 119 done. Time per epoch: 827.765[s] Speed: 36.6[samples/s]
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2024-05-11 00:17:39 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-11 00:18:02 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-11 00:18:14 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-11 00:18:31 transreid.train INFO: Epoch 120 done. Time per epoch: 717.270[s] Speed: 42.3[samples/s]
2024-05-11 00:24:22 transreid.train INFO: Validation Results - Epoch: 120
2024-05-11 00:24:22 transreid.train INFO: mAP: 41.9%
2024-05-11 00:24:22 transreid.train INFO: CMC curve, Rank-1  :67.8%
2024-05-11 00:24:22 transreid.train INFO: CMC curve, Rank-5  :82.0%
2024-05-11 00:24:22 transreid.train INFO: CMC curve, Rank-10 :86.3%
