2024-04-29 21:27:07 transreid INFO: Saving model in the path :log/transreid/msmt17/RepViT_m1_0_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 21:27:07 transreid INFO: Loaded configuration file configs/msmt17/repvit_m1_0.yml
2024-04-29 21:27:07 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: 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: repvit_m1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m1_0_distill_300e.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/RepViT_m1_0_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: 
2024-04-29 21:27:07 transreid.check INFO: Dataset statistics:
2024-04-29 21:27:07 transreid.check INFO:   ----------------------------------------
2024-04-29 21:27:07 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 21:27:07 transreid.check INFO:   ----------------------------------------
2024-04-29 21:27:07 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 21:27:07 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 21:27:07 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 21:27:07 transreid.check INFO:   ----------------------------------------
2024-04-29 21:27:09 transreid INFO: ===========using cosine learning rate=======
2024-04-29 21:27:09 transreid.train INFO: start training
2024-04-29 21:27:15 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.853, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:27:17 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.814, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:20 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.760, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:22 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.717, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:25 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.706, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:28 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.695, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:30 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.673, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:33 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.662, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:36 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.644, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:38 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.636, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:27:41 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.625, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:44 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 9.609, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:46 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 9.608, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:49 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 9.602, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:51 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 9.596, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:54 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 9.590, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:57 transreid.train INFO: Epoch[1] Iter[170/486] Loss: 9.582, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:59 transreid.train INFO: Epoch[1] Iter[180/486] Loss: 9.580, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:28:18 transreid.train INFO: Epoch[1] Iter[250/486] Loss: 9.573, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:29:00 transreid.train INFO: Epoch[1] Iter[410/486] Loss: 9.528, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:29:08 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 9.519, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:29:11 transreid.train INFO: Epoch[1] Iter[450/486] Loss: 9.515, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:29:13 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 9.513, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:29:16 transreid.train INFO: Epoch[1] Iter[470/486] Loss: 9.512, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 21:29:17 transreid.train INFO: Epoch 1 done. Time per epoch: 128.475[s] Speed: 236.6[samples/s]
2024-04-29 21:29:21 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.332, Acc: 0.006, Base Lr: 8.72e-04
2024-04-29 21:29:23 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.437, Acc: 0.004, Base Lr: 8.72e-04
2024-04-29 21:29:26 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 9.415, Acc: 0.004, Base Lr: 8.72e-04
2024-04-29 21:29:29 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 9.393, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 21:29:31 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 9.387, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:29:34 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 9.376, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 21:29:36 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 9.377, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:29:39 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 9.369, Acc: 0.002, Base Lr: 8.72e-04
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2024-04-29 21:29:44 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 9.357, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:29:47 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 9.351, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:29:50 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 9.344, Acc: 0.002, Base Lr: 8.72e-04
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2024-04-29 21:31:25 transreid.train INFO: Epoch 2 done. Time per epoch: 127.401[s] Speed: 238.6[samples/s]
2024-04-29 21:31:28 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 9.064, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 21:31:31 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 9.053, Acc: 0.006, Base Lr: 1.27e-03
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2024-04-29 21:35:37 transreid.train INFO: Epoch 4 done. Time per epoch: 126.792[s] Speed: 238.8[samples/s]
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2024-04-29 21:37:41 transreid.train INFO: Epoch 5 done. Time per epoch: 124.966[s] Speed: 242.2[samples/s]
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2024-04-29 21:41:51 transreid.train INFO: Epoch 7 done. Time per epoch: 124.883[s] Speed: 242.9[samples/s]
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2024-04-29 21:43:55 transreid.train INFO: Epoch 8 done. Time per epoch: 123.624[s] Speed: 244.9[samples/s]
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2024-04-29 21:48:05 transreid.train INFO: Epoch 10 done. Time per epoch: 125.160[s] Speed: 242.9[samples/s]
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2024-04-29 21:50:10 transreid.train INFO: Epoch 11 done. Time per epoch: 124.975[s] Speed: 241.7[samples/s]
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2024-04-29 21:52:15 transreid.train INFO: Epoch 12 done. Time per epoch: 125.326[s] Speed: 242.6[samples/s]
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2024-04-29 21:56:26 transreid.train INFO: Epoch 14 done. Time per epoch: 124.950[s] Speed: 242.8[samples/s]
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2024-04-29 21:58:31 transreid.train INFO: Epoch 15 done. Time per epoch: 124.892[s] Speed: 242.4[samples/s]
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2024-04-29 22:02:41 transreid.train INFO: Epoch 17 done. Time per epoch: 124.628[s] Speed: 243.4[samples/s]
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2024-04-29 22:04:45 transreid.train INFO: Epoch 18 done. Time per epoch: 124.061[s] Speed: 244.5[samples/s]
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2024-04-29 22:06:50 transreid.train INFO: Epoch 19 done. Time per epoch: 125.311[s] Speed: 242.1[samples/s]
2024-04-29 22:06:54 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 2.058, Acc: 0.672, Base Lr: 7.47e-03
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2024-04-29 22:08:57 transreid.train INFO: Epoch 20 done. Time per epoch: 126.735[s] Speed: 239.4[samples/s]
2024-04-29 22:12:20 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 22:12:20 transreid.train INFO: mAP: 7.5%
2024-04-29 22:12:20 transreid.train INFO: CMC curve, Rank-1  :19.7%
2024-04-29 22:12:20 transreid.train INFO: CMC curve, Rank-5  :32.1%
2024-04-29 22:12:20 transreid.train INFO: CMC curve, Rank-10 :38.5%
2024-04-29 22:12:24 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 1.874, Acc: 0.713, Base Lr: 7.41e-03
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2024-04-29 22:14:26 transreid.train INFO: Epoch 21 done. Time per epoch: 126.079[s] Speed: 240.6[samples/s]
2024-04-29 22:14:30 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 1.689, Acc: 0.764, Base Lr: 7.36e-03
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2024-04-29 22:16:33 transreid.train INFO: Epoch 22 done. Time per epoch: 126.684[s] Speed: 238.5[samples/s]
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2024-04-29 22:18:40 transreid.train INFO: Epoch 23 done. Time per epoch: 127.332[s] Speed: 238.2[samples/s]
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2024-04-29 22:20:48 transreid.train INFO: Epoch 24 done. Time per epoch: 128.076[s] Speed: 236.9[samples/s]
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2024-04-29 22:22:55 transreid.train INFO: Epoch 25 done. Time per epoch: 127.503[s] Speed: 238.4[samples/s]
2024-04-29 22:23:00 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 1.242, Acc: 0.877, Base Lr: 7.11e-03
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2024-04-29 22:25:02 transreid.train INFO: Epoch 26 done. Time per epoch: 126.999[s] Speed: 239.4[samples/s]
2024-04-29 22:25:07 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 1.236, Acc: 0.880, Base Lr: 7.04e-03
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2024-04-29 22:27:10 transreid.train INFO: Epoch 27 done. Time per epoch: 127.702[s] Speed: 238.1[samples/s]
2024-04-29 22:27:14 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 1.077, Acc: 0.902, Base Lr: 6.97e-03
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2024-04-29 22:29:17 transreid.train INFO: Epoch 28 done. Time per epoch: 126.444[s] Speed: 239.4[samples/s]
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2024-04-29 22:31:25 transreid.train INFO: Epoch 29 done. Time per epoch: 128.591[s] Speed: 235.4[samples/s]
2024-04-29 22:31:29 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 1.030, Acc: 0.908, Base Lr: 6.83e-03
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2024-04-29 22:33:33 transreid.train INFO: Epoch 30 done. Time per epoch: 127.623[s] Speed: 237.7[samples/s]
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2024-04-29 22:37:13 transreid.train INFO: Epoch 31 done. Time per epoch: 220.623[s] Speed: 137.2[samples/s]
2024-04-29 22:37:20 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.916, Acc: 0.938, Base Lr: 6.68e-03
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2024-04-29 22:41:11 transreid.train INFO: Epoch 32 done. Time per epoch: 238.054[s] Speed: 127.7[samples/s]
2024-04-29 22:41:18 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.939, Acc: 0.927, Base Lr: 6.60e-03
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2024-04-29 22:45:06 transreid.train INFO: Epoch 33 done. Time per epoch: 234.931[s] Speed: 129.1[samples/s]
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2024-04-29 22:49:05 transreid.train INFO: Epoch 34 done. Time per epoch: 238.723[s] Speed: 126.8[samples/s]
2024-04-29 22:49:11 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.814, Acc: 0.959, Base Lr: 6.44e-03
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2024-04-29 22:53:05 transreid.train INFO: Epoch 35 done. Time per epoch: 239.452[s] Speed: 127.0[samples/s]
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2024-04-29 22:57:04 transreid.train INFO: Epoch 36 done. Time per epoch: 239.737[s] Speed: 126.0[samples/s]
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2024-04-29 23:01:03 transreid.train INFO: Epoch 37 done. Time per epoch: 239.050[s] Speed: 126.9[samples/s]
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2024-04-29 23:05:04 transreid.train INFO: Epoch 38 done. Time per epoch: 240.313[s] Speed: 126.2[samples/s]
2024-04-29 23:05:08 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.718, Acc: 0.956, Base Lr: 6.09e-03
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2024-04-29 23:08:58 transreid.train INFO: Epoch 39 done. Time per epoch: 234.029[s] Speed: 129.6[samples/s]
2024-04-29 23:09:04 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.723, Acc: 0.967, Base Lr: 6.00e-03
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2024-04-29 23:12:57 transreid.train INFO: Epoch 40 done. Time per epoch: 239.323[s] Speed: 127.0[samples/s]
2024-04-29 23:17:20 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 23:17:20 transreid.train INFO: mAP: 15.9%
2024-04-29 23:17:20 transreid.train INFO: CMC curve, Rank-1  :34.7%
2024-04-29 23:17:20 transreid.train INFO: CMC curve, Rank-5  :51.5%
2024-04-29 23:17:20 transreid.train INFO: CMC curve, Rank-10 :59.2%
2024-04-29 23:17:27 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.647, Acc: 0.966, Base Lr: 5.91e-03
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2024-04-29 23:21:18 transreid.train INFO: Epoch 41 done. Time per epoch: 237.641[s] Speed: 127.9[samples/s]
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2024-04-29 23:25:16 transreid.train INFO: Epoch 42 done. Time per epoch: 237.543[s] Speed: 127.7[samples/s]
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2024-04-29 23:29:19 transreid.train INFO: Epoch 43 done. Time per epoch: 243.135[s] Speed: 124.8[samples/s]
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2024-04-29 23:33:24 transreid.train INFO: Epoch 44 done. Time per epoch: 245.497[s] Speed: 123.8[samples/s]
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2024-04-29 23:37:22 transreid.train INFO: Epoch 45 done. Time per epoch: 238.135[s] Speed: 127.1[samples/s]
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2024-04-29 23:41:23 transreid.train INFO: Epoch 46 done. Time per epoch: 240.193[s] Speed: 126.0[samples/s]
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2024-04-29 23:45:26 transreid.train INFO: Epoch 47 done. Time per epoch: 243.695[s] Speed: 124.0[samples/s]
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2024-04-29 23:49:28 transreid.train INFO: Epoch 48 done. Time per epoch: 241.407[s] Speed: 124.6[samples/s]
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2024-04-29 23:53:30 transreid.train INFO: Epoch 49 done. Time per epoch: 242.294[s] Speed: 124.9[samples/s]
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2024-04-29 23:57:31 transreid.train INFO: Epoch 50 done. Time per epoch: 240.705[s] Speed: 125.8[samples/s]
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2024-04-30 00:01:33 transreid.train INFO: Epoch 51 done. Time per epoch: 241.873[s] Speed: 126.2[samples/s]
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2024-04-30 00:05:33 transreid.train INFO: Epoch 52 done. Time per epoch: 240.451[s] Speed: 126.4[samples/s]
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2024-04-30 00:09:31 transreid.train INFO: Epoch 53 done. Time per epoch: 237.757[s] Speed: 127.6[samples/s]
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2024-04-30 00:13:32 transreid.train INFO: Epoch 54 done. Time per epoch: 241.457[s] Speed: 126.4[samples/s]
2024-04-30 00:13:39 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.509, Acc: 0.973, Base Lr: 4.53e-03
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2024-04-30 00:17:32 transreid.train INFO: Epoch 55 done. Time per epoch: 239.768[s] Speed: 126.0[samples/s]
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2024-04-30 00:21:33 transreid.train INFO: Epoch 56 done. Time per epoch: 241.071[s] Speed: 125.3[samples/s]
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2024-04-30 00:25:35 transreid.train INFO: Epoch 57 done. Time per epoch: 241.719[s] Speed: 125.5[samples/s]
2024-04-30 00:25:42 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.449, Acc: 0.973, Base Lr: 4.22e-03
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2024-04-30 00:29:39 transreid.train INFO: Epoch 58 done. Time per epoch: 243.959[s] Speed: 124.1[samples/s]
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2024-04-30 00:33:43 transreid.train INFO: Epoch 59 done. Time per epoch: 244.561[s] Speed: 124.3[samples/s]
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2024-04-30 00:37:48 transreid.train INFO: Epoch 60 done. Time per epoch: 244.439[s] Speed: 123.6[samples/s]
2024-04-30 00:42:04 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 00:42:04 transreid.train INFO: mAP: 19.6%
2024-04-30 00:42:04 transreid.train INFO: CMC curve, Rank-1  :40.0%
2024-04-30 00:42:04 transreid.train INFO: CMC curve, Rank-5  :58.1%
2024-04-30 00:42:04 transreid.train INFO: CMC curve, Rank-10 :65.8%
2024-04-30 00:42:12 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.430, Acc: 0.980, Base Lr: 3.90e-03
2024-04-30 00:42:17 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.412, Acc: 0.983, Base Lr: 3.90e-03
2024-04-30 00:42:22 transreid.train INFO: Epoch[61] Iter[30/486] Loss: 0.384, Acc: 0.985, Base Lr: 3.90e-03
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2024-04-30 00:46:04 transreid.train INFO: Epoch 61 done. Time per epoch: 239.663[s] Speed: 126.6[samples/s]
2024-04-30 00:46:11 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.389, Acc: 0.977, Base Lr: 3.80e-03
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2024-04-30 00:50:05 transreid.train INFO: Epoch 62 done. Time per epoch: 240.566[s] Speed: 125.3[samples/s]
2024-04-30 00:50:12 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.333, Acc: 0.992, Base Lr: 3.69e-03
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2024-04-30 00:54:06 transreid.train INFO: Epoch 63 done. Time per epoch: 241.561[s] Speed: 125.6[samples/s]
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2024-04-30 00:58:07 transreid.train INFO: Epoch 64 done. Time per epoch: 241.341[s] Speed: 125.7[samples/s]
2024-04-30 00:58:14 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.340, Acc: 0.988, Base Lr: 3.49e-03
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2024-04-30 01:02:07 transreid.train INFO: Epoch 65 done. Time per epoch: 239.654[s] Speed: 126.3[samples/s]
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2024-04-30 01:06:10 transreid.train INFO: Epoch 66 done. Time per epoch: 242.427[s] Speed: 125.1[samples/s]
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2024-04-30 01:10:06 transreid.train INFO: Epoch 67 done. Time per epoch: 236.861[s] Speed: 128.1[samples/s]
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2024-04-30 01:14:05 transreid.train INFO: Epoch 68 done. Time per epoch: 238.878[s] Speed: 126.7[samples/s]
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2024-04-30 01:18:03 transreid.train INFO: Epoch 69 done. Time per epoch: 238.168[s] Speed: 127.4[samples/s]
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2024-04-30 01:21:59 transreid.train INFO: Epoch 70 done. Time per epoch: 235.133[s] Speed: 128.7[samples/s]
2024-04-30 01:22:06 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.370, Acc: 0.986, Base Lr: 2.87e-03
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2024-04-30 01:25:56 transreid.train INFO: Epoch 71 done. Time per epoch: 237.580[s] Speed: 127.7[samples/s]
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2024-04-30 01:33:51 transreid.train INFO: Epoch 73 done. Time per epoch: 238.804[s] Speed: 127.0[samples/s]
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2024-04-30 01:37:48 transreid.train INFO: Epoch 74 done. Time per epoch: 237.167[s] Speed: 128.2[samples/s]
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2024-04-30 01:40:29 transreid.train INFO: Epoch 75 done. Time per epoch: 161.188[s] Speed: 188.2[samples/s]
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2024-04-30 01:42:36 transreid.train INFO: Epoch 76 done. Time per epoch: 126.737[s] Speed: 239.4[samples/s]
2024-04-30 01:42:41 transreid.train INFO: Epoch[77] Iter[10/486] Loss: 0.276, Acc: 0.989, Base Lr: 2.29e-03
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2024-04-30 01:44:43 transreid.train INFO: Epoch 77 done. Time per epoch: 126.880[s] Speed: 239.1[samples/s]
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2024-04-30 01:46:49 transreid.train INFO: Epoch 78 done. Time per epoch: 125.947[s] Speed: 240.9[samples/s]
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2024-04-30 01:48:55 transreid.train INFO: Epoch 79 done. Time per epoch: 126.045[s] Speed: 240.2[samples/s]
2024-04-30 01:49:00 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.243, Acc: 0.991, Base Lr: 2.01e-03
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2024-04-30 01:51:02 transreid.train INFO: Epoch 80 done. Time per epoch: 127.054[s] Speed: 237.3[samples/s]
2024-04-30 01:54:24 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 01:54:24 transreid.train INFO: mAP: 20.7%
2024-04-30 01:54:24 transreid.train INFO: CMC curve, Rank-1  :41.7%
2024-04-30 01:54:24 transreid.train INFO: CMC curve, Rank-5  :59.7%
2024-04-30 01:54:24 transreid.train INFO: CMC curve, Rank-10 :67.3%
2024-04-30 01:54:30 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.230, Acc: 0.998, Base Lr: 1.92e-03
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2024-04-30 01:56:32 transreid.train INFO: Epoch 81 done. Time per epoch: 127.568[s] Speed: 238.3[samples/s]
2024-04-30 01:56:37 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.233, Acc: 0.988, Base Lr: 1.83e-03
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2024-04-30 02:00:49 transreid.train INFO: Epoch 83 done. Time per epoch: 128.379[s] Speed: 235.8[samples/s]
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2024-04-30 02:13:47 transreid.train INFO: Epoch 89 done. Time per epoch: 129.292[s] Speed: 234.6[samples/s]
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2024-04-30 02:15:57 transreid.train INFO: Epoch 90 done. Time per epoch: 129.171[s] Speed: 234.9[samples/s]
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2024-04-30 02:20:16 transreid.train INFO: Epoch 92 done. Time per epoch: 129.766[s] Speed: 234.8[samples/s]
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2024-04-30 02:22:25 transreid.train INFO: Epoch 93 done. Time per epoch: 129.252[s] Speed: 235.2[samples/s]
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2024-04-30 02:24:36 transreid.train INFO: Epoch 94 done. Time per epoch: 130.439[s] Speed: 232.6[samples/s]
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2024-04-30 02:26:47 transreid.train INFO: Epoch 95 done. Time per epoch: 130.928[s] Speed: 231.7[samples/s]
2024-04-30 02:26:51 transreid.train INFO: Epoch[96] Iter[10/486] Loss: 0.212, Acc: 0.998, Base Lr: 7.78e-04
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2024-04-30 02:28:57 transreid.train INFO: Epoch 96 done. Time per epoch: 130.581[s] Speed: 232.3[samples/s]
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2024-04-30 02:31:05 transreid.train INFO: Epoch 97 done. Time per epoch: 127.416[s] Speed: 237.1[samples/s]
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2024-04-30 02:33:12 transreid.train INFO: Epoch 98 done. Time per epoch: 127.342[s] Speed: 236.2[samples/s]
2024-04-30 02:33:17 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.158, Acc: 0.994, Base Lr: 6.04e-04
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2024-04-30 02:35:20 transreid.train INFO: Epoch 99 done. Time per epoch: 127.597[s] Speed: 237.7[samples/s]
2024-04-30 02:35:24 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.182, Acc: 0.991, Base Lr: 5.51e-04
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2024-04-30 02:37:30 transreid.train INFO: Epoch 100 done. Time per epoch: 129.969[s] Speed: 233.4[samples/s]
2024-04-30 02:40:50 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 02:40:50 transreid.train INFO: mAP: 21.5%
2024-04-30 02:40:50 transreid.train INFO: CMC curve, Rank-1  :43.0%
2024-04-30 02:40:50 transreid.train INFO: CMC curve, Rank-5  :61.2%
2024-04-30 02:40:50 transreid.train INFO: CMC curve, Rank-10 :68.8%
2024-04-30 02:40:55 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.160, Acc: 0.997, Base Lr: 5.00e-04
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2024-04-30 02:44:58 transreid.train INFO: Epoch 102 done. Time per epoch: 124.372[s] Speed: 242.9[samples/s]
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2024-04-30 02:47:01 transreid.train INFO: Epoch 103 done. Time per epoch: 123.289[s] Speed: 246.1[samples/s]
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2024-04-30 02:51:09 transreid.train INFO: Epoch 105 done. Time per epoch: 123.208[s] Speed: 244.7[samples/s]
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2024-04-30 02:53:14 transreid.train INFO: Epoch 106 done. Time per epoch: 124.751[s] Speed: 242.1[samples/s]
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2024-04-30 02:57:22 transreid.train INFO: Epoch 108 done. Time per epoch: 123.395[s] Speed: 245.3[samples/s]
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2024-04-30 02:59:25 transreid.train INFO: Epoch 109 done. Time per epoch: 123.740[s] Speed: 244.6[samples/s]
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2024-04-30 03:03:34 transreid.train INFO: Epoch 111 done. Time per epoch: 124.090[s] Speed: 244.0[samples/s]
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2024-04-30 03:05:39 transreid.train INFO: Epoch 112 done. Time per epoch: 124.495[s] Speed: 242.6[samples/s]
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2024-04-30 03:07:44 transreid.train INFO: Epoch 113 done. Time per epoch: 125.285[s] Speed: 242.6[samples/s]
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2024-04-30 03:09:50 transreid.train INFO: Epoch 114 done. Time per epoch: 125.592[s] Speed: 241.0[samples/s]
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2024-04-30 03:11:56 transreid.train INFO: Epoch 115 done. Time per epoch: 125.821[s] Speed: 240.6[samples/s]
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2024-04-30 03:14:00 transreid.train INFO: Epoch 116 done. Time per epoch: 124.064[s] Speed: 244.0[samples/s]
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2024-04-30 03:16:06 transreid.train INFO: Epoch 117 done. Time per epoch: 125.942[s] Speed: 241.4[samples/s]
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2024-04-30 03:18:13 transreid.train INFO: Epoch 118 done. Time per epoch: 127.121[s] Speed: 239.1[samples/s]
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2024-04-30 03:20:18 transreid.train INFO: Epoch 119 done. Time per epoch: 125.302[s] Speed: 242.1[samples/s]
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2024-04-30 03:22:23 transreid.train INFO: Epoch 120 done. Time per epoch: 125.145[s] Speed: 242.4[samples/s]
2024-04-30 03:25:51 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 03:25:51 transreid.train INFO: mAP: 22.0%
2024-04-30 03:25:51 transreid.train INFO: CMC curve, Rank-1  :43.8%
2024-04-30 03:25:51 transreid.train INFO: CMC curve, Rank-5  :62.2%
2024-04-30 03:25:51 transreid.train INFO: CMC curve, Rank-10 :69.4%
