2024-05-09 20:14:56 transreid INFO: Saving model in the path :log/transreid/msmt17/fasvit_s12_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 20:14:56 transreid INFO: Loaded configuration file configs/msmt17/fastvit_s12.yml
2024-05-09 20:14:56 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_s12
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_s12.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_s12_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 20:14:56 transreid.check INFO: Dataset statistics:
2024-05-09 20:14:56 transreid.check INFO:   ----------------------------------------
2024-05-09 20:14:56 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 20:14:56 transreid.check INFO:   ----------------------------------------
2024-05-09 20:14:56 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-09 20:14:56 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-09 20:14:56 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-09 20:14:56 transreid.check INFO:   ----------------------------------------
2024-05-09 20:14:58 transreid INFO: ===========using cosine learning rate=======
2024-05-09 20:14:58 transreid.train INFO: start training
2024-05-09 20:15:07 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 11.264, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:15:13 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.719, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:15:18 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.434, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:15:24 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.249, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-09 20:15:35 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 10.001, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:15:40 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.902, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-09 20:26:24 transreid.train INFO: Epoch 1 done. Time per epoch: 686.136[s] Speed: 44.3[samples/s]
2024-05-09 20:26:42 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.283, Acc: 0.003, Base Lr: 8.72e-04
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2024-05-09 20:40:11 transreid.train INFO: Epoch 2 done. Time per epoch: 826.713[s] Speed: 36.8[samples/s]
2024-05-09 20:40:29 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.525, Acc: 0.003, Base Lr: 1.27e-03
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2024-05-09 21:07:39 transreid.train INFO: Epoch 4 done. Time per epoch: 822.785[s] Speed: 36.8[samples/s]
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2024-05-09 21:21:24 transreid.train INFO: Epoch 5 done. Time per epoch: 824.809[s] Speed: 36.7[samples/s]
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2024-05-09 21:48:53 transreid.train INFO: Epoch 7 done. Time per epoch: 825.372[s] Speed: 36.8[samples/s]
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2024-05-09 22:02:37 transreid.train INFO: Epoch 8 done. Time per epoch: 823.441[s] Speed: 36.8[samples/s]
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2024-05-09 22:30:08 transreid.train INFO: Epoch 10 done. Time per epoch: 826.113[s] Speed: 36.8[samples/s]
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2024-05-09 22:43:49 transreid.train INFO: Epoch 11 done. Time per epoch: 821.542[s] Speed: 36.8[samples/s]
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2024-05-09 22:57:36 transreid.train INFO: Epoch 12 done. Time per epoch: 826.812[s] Speed: 36.8[samples/s]
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2024-05-09 23:25:03 transreid.train INFO: Epoch 14 done. Time per epoch: 825.492[s] Speed: 36.7[samples/s]
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2024-05-09 23:38:46 transreid.train INFO: Epoch 15 done. Time per epoch: 823.066[s] Speed: 36.8[samples/s]
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2024-05-09 23:52:31 transreid.train INFO: Epoch 16 done. Time per epoch: 824.921[s] Speed: 36.8[samples/s]
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2024-05-10 00:06:14 transreid.train INFO: Epoch 17 done. Time per epoch: 823.721[s] Speed: 36.8[samples/s]
2024-05-10 00:06:32 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 1.110, Acc: 0.884, Base Lr: 7.21e-03
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2024-05-10 00:19:59 transreid.train INFO: Epoch 18 done. Time per epoch: 824.229[s] Speed: 36.8[samples/s]
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2024-05-10 00:33:42 transreid.train INFO: Epoch 19 done. Time per epoch: 823.709[s] Speed: 36.8[samples/s]
2024-05-10 00:34:01 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.922, Acc: 0.898, Base Lr: 7.47e-03
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2024-05-10 00:47:28 transreid.train INFO: Epoch 20 done. Time per epoch: 825.339[s] Speed: 36.8[samples/s]
2024-05-10 00:55:09 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 00:55:09 transreid.train INFO: mAP: 25.6%
2024-05-10 00:55:09 transreid.train INFO: CMC curve, Rank-1  :52.6%
2024-05-10 00:55:09 transreid.train INFO: CMC curve, Rank-5  :68.5%
2024-05-10 00:55:09 transreid.train INFO: CMC curve, Rank-10 :74.5%
2024-05-10 00:55:28 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.730, Acc: 0.928, Base Lr: 7.41e-03
2024-05-10 00:55:46 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.713, Acc: 0.937, Base Lr: 7.41e-03
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2024-05-10 00:56:15 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 0.667, Acc: 0.951, Base Lr: 7.41e-03
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2024-05-10 01:07:51 transreid.train INFO: Epoch 21 done. Time per epoch: 762.351[s] Speed: 39.8[samples/s]
2024-05-10 01:08:10 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.789, Acc: 0.938, Base Lr: 7.36e-03
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2024-05-10 01:21:34 transreid.train INFO: Epoch 22 done. Time per epoch: 822.490[s] Speed: 36.7[samples/s]
2024-05-10 01:21:52 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 0.584, Acc: 0.950, Base Lr: 7.30e-03
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2024-05-10 01:35:20 transreid.train INFO: Epoch 23 done. Time per epoch: 825.876[s] Speed: 36.7[samples/s]
2024-05-10 01:35:38 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.532, Acc: 0.947, Base Lr: 7.24e-03
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2024-05-10 01:49:06 transreid.train INFO: Epoch 24 done. Time per epoch: 825.951[s] Speed: 36.7[samples/s]
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2024-05-10 02:02:54 transreid.train INFO: Epoch 25 done. Time per epoch: 828.052[s] Speed: 36.7[samples/s]
2024-05-10 02:03:12 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.534, Acc: 0.961, Base Lr: 7.11e-03
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2024-05-10 02:16:41 transreid.train INFO: Epoch 26 done. Time per epoch: 827.203[s] Speed: 36.8[samples/s]
2024-05-10 02:17:00 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.481, Acc: 0.959, Base Lr: 7.04e-03
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2024-05-10 02:30:28 transreid.train INFO: Epoch 27 done. Time per epoch: 827.462[s] Speed: 36.7[samples/s]
2024-05-10 02:30:47 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 0.347, Acc: 0.978, Base Lr: 6.97e-03
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2024-05-10 02:44:13 transreid.train INFO: Epoch 28 done. Time per epoch: 824.587[s] Speed: 36.7[samples/s]
2024-05-10 02:44:32 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.336, Acc: 0.981, Base Lr: 6.90e-03
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2024-05-10 02:57:56 transreid.train INFO: Epoch 29 done. Time per epoch: 822.858[s] Speed: 36.8[samples/s]
2024-05-10 02:58:14 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.316, Acc: 0.981, Base Lr: 6.83e-03
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2024-05-10 03:11:43 transreid.train INFO: Epoch 30 done. Time per epoch: 826.787[s] Speed: 36.7[samples/s]
2024-05-10 03:12:01 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 0.310, Acc: 0.972, Base Lr: 6.76e-03
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2024-05-10 03:25:26 transreid.train INFO: Epoch 31 done. Time per epoch: 823.572[s] Speed: 36.8[samples/s]
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2024-05-10 03:39:14 transreid.train INFO: Epoch 32 done. Time per epoch: 828.266[s] Speed: 36.7[samples/s]
2024-05-10 03:39:33 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.288, Acc: 0.980, Base Lr: 6.60e-03
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2024-05-10 03:53:00 transreid.train INFO: Epoch 33 done. Time per epoch: 825.969[s] Speed: 36.7[samples/s]
2024-05-10 03:53:19 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.251, Acc: 0.983, Base Lr: 6.52e-03
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2024-05-10 04:06:45 transreid.train INFO: Epoch 34 done. Time per epoch: 824.614[s] Speed: 36.7[samples/s]
2024-05-10 04:07:04 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.209, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-10 04:33:24 transreid.train INFO: Epoch 36 done. Time per epoch: 814.675[s] Speed: 37.1[samples/s]
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2024-05-10 04:47:07 transreid.train INFO: Epoch 37 done. Time per epoch: 823.431[s] Speed: 36.8[samples/s]
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2024-05-10 05:00:53 transreid.train INFO: Epoch 38 done. Time per epoch: 826.039[s] Speed: 36.7[samples/s]
2024-05-10 05:01:12 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.195, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-10 05:14:38 transreid.train INFO: Epoch 39 done. Time per epoch: 824.445[s] Speed: 36.8[samples/s]
2024-05-10 05:14:56 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.225, Acc: 0.988, Base Lr: 6.00e-03
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2024-05-10 05:28:24 transreid.train INFO: Epoch 40 done. Time per epoch: 826.164[s] Speed: 36.8[samples/s]
2024-05-10 05:36:04 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 05:36:04 transreid.train INFO: mAP: 37.0%
2024-05-10 05:36:04 transreid.train INFO: CMC curve, Rank-1  :63.5%
2024-05-10 05:36:04 transreid.train INFO: CMC curve, Rank-5  :78.7%
2024-05-10 05:36:04 transreid.train INFO: CMC curve, Rank-10 :83.6%
2024-05-10 05:36:24 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.106, Acc: 0.995, Base Lr: 5.91e-03
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2024-05-10 06:02:34 transreid.train INFO: Epoch 42 done. Time per epoch: 823.663[s] Speed: 36.8[samples/s]
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2024-05-10 06:16:19 transreid.train INFO: Epoch 43 done. Time per epoch: 825.049[s] Speed: 36.8[samples/s]
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2024-05-10 06:43:46 transreid.train INFO: Epoch 45 done. Time per epoch: 821.377[s] Speed: 36.9[samples/s]
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2024-05-10 06:57:30 transreid.train INFO: Epoch 46 done. Time per epoch: 823.684[s] Speed: 36.8[samples/s]
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2024-05-10 07:11:09 transreid.train INFO: Epoch 47 done. Time per epoch: 819.183[s] Speed: 36.9[samples/s]
2024-05-10 07:11:28 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.140, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-10 07:24:46 transreid.train INFO: Epoch 48 done. Time per epoch: 817.403[s] Speed: 36.8[samples/s]
2024-05-10 07:25:06 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.104, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-10 07:38:28 transreid.train INFO: Epoch 49 done. Time per epoch: 821.410[s] Speed: 36.9[samples/s]
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2024-05-10 07:52:12 transreid.train INFO: Epoch 50 done. Time per epoch: 823.838[s] Speed: 36.7[samples/s]
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2024-05-10 08:06:02 transreid.train INFO: Epoch 51 done. Time per epoch: 830.444[s] Speed: 36.8[samples/s]
2024-05-10 08:06:21 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.080, Acc: 0.998, Base Lr: 4.84e-03
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2024-05-10 08:19:49 transreid.train INFO: Epoch 52 done. Time per epoch: 826.931[s] Speed: 36.8[samples/s]
2024-05-10 08:20:08 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 0.123, Acc: 0.986, Base Lr: 4.74e-03
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2024-05-10 08:33:33 transreid.train INFO: Epoch 53 done. Time per epoch: 824.076[s] Speed: 36.8[samples/s]
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2024-05-10 09:01:04 transreid.train INFO: Epoch 55 done. Time per epoch: 822.293[s] Speed: 36.7[samples/s]
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2024-05-10 09:14:44 transreid.train INFO: Epoch 56 done. Time per epoch: 820.187[s] Speed: 36.8[samples/s]
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2024-05-10 09:28:27 transreid.train INFO: Epoch 57 done. Time per epoch: 823.256[s] Speed: 36.8[samples/s]
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2024-05-10 09:42:07 transreid.train INFO: Epoch 58 done. Time per epoch: 819.563[s] Speed: 36.9[samples/s]
2024-05-10 09:42:26 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.075, Acc: 0.998, Base Lr: 4.11e-03
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2024-05-10 09:55:47 transreid.train INFO: Epoch 59 done. Time per epoch: 820.118[s] Speed: 37.1[samples/s]
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2024-05-10 10:09:22 transreid.train INFO: Epoch 60 done. Time per epoch: 815.724[s] Speed: 37.0[samples/s]
2024-05-10 10:16:48 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 10:16:48 transreid.train INFO: mAP: 39.3%
2024-05-10 10:16:48 transreid.train INFO: CMC curve, Rank-1  :65.6%
2024-05-10 10:16:48 transreid.train INFO: CMC curve, Rank-5  :80.4%
2024-05-10 10:16:48 transreid.train INFO: CMC curve, Rank-10 :85.0%
2024-05-10 10:17:09 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.086, Acc: 0.995, Base Lr: 3.90e-03
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2024-05-10 10:29:31 transreid.train INFO: Epoch 61 done. Time per epoch: 762.789[s] Speed: 39.8[samples/s]
2024-05-10 10:29:51 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.090, Acc: 0.998, Base Lr: 3.80e-03
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2024-05-10 10:43:06 transreid.train INFO: Epoch 62 done. Time per epoch: 814.453[s] Speed: 37.0[samples/s]
2024-05-10 10:43:26 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.046, Acc: 1.000, Base Lr: 3.69e-03
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2024-05-10 10:56:45 transreid.train INFO: Epoch 63 done. Time per epoch: 819.216[s] Speed: 37.0[samples/s]
2024-05-10 10:57:05 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.082, Acc: 0.992, Base Lr: 3.59e-03
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2024-05-10 11:10:22 transreid.train INFO: Epoch 64 done. Time per epoch: 817.044[s] Speed: 37.1[samples/s]
2024-05-10 11:10:42 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.061, Acc: 0.998, Base Lr: 3.49e-03
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2024-05-10 11:23:59 transreid.train INFO: Epoch 65 done. Time per epoch: 817.175[s] Speed: 37.0[samples/s]
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2024-05-10 11:37:39 transreid.train INFO: Epoch 66 done. Time per epoch: 819.885[s] Speed: 37.0[samples/s]
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2024-05-10 11:51:16 transreid.train INFO: Epoch 67 done. Time per epoch: 816.818[s] Speed: 37.1[samples/s]
2024-05-10 11:51:36 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.059, Acc: 1.000, Base Lr: 3.18e-03
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2024-05-10 12:04:53 transreid.train INFO: Epoch 68 done. Time per epoch: 816.832[s] Speed: 37.1[samples/s]
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2024-05-10 12:18:11 transreid.train INFO: Epoch 69 done. Time per epoch: 798.487[s] Speed: 38.0[samples/s]
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2024-05-10 12:31:20 transreid.train INFO: Epoch 70 done. Time per epoch: 789.368[s] Speed: 38.3[samples/s]
2024-05-10 12:31:40 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.044, Acc: 1.000, Base Lr: 2.87e-03
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2024-05-10 12:44:58 transreid.train INFO: Epoch 71 done. Time per epoch: 817.601[s] Speed: 37.1[samples/s]
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2024-05-10 12:58:38 transreid.train INFO: Epoch 72 done. Time per epoch: 819.989[s] Speed: 36.9[samples/s]
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2024-05-10 13:12:17 transreid.train INFO: Epoch 73 done. Time per epoch: 818.766[s] Speed: 37.1[samples/s]
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2024-05-10 13:25:59 transreid.train INFO: Epoch 74 done. Time per epoch: 822.069[s] Speed: 37.0[samples/s]
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2024-05-10 13:39:38 transreid.train INFO: Epoch 75 done. Time per epoch: 818.622[s] Speed: 37.1[samples/s]
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2024-05-10 13:53:17 transreid.train INFO: Epoch 76 done. Time per epoch: 819.861[s] Speed: 37.0[samples/s]
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2024-05-10 14:06:57 transreid.train INFO: Epoch 77 done. Time per epoch: 819.242[s] Speed: 37.0[samples/s]
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2024-05-10 14:20:36 transreid.train INFO: Epoch 78 done. Time per epoch: 819.841[s] Speed: 37.0[samples/s]
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2024-05-10 14:34:15 transreid.train INFO: Epoch 79 done. Time per epoch: 818.318[s] Speed: 37.0[samples/s]
2024-05-10 14:34:35 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-10 14:47:47 transreid.train INFO: Epoch 80 done. Time per epoch: 812.194[s] Speed: 37.1[samples/s]
2024-05-10 14:55:17 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 14:55:17 transreid.train INFO: mAP: 41.0%
2024-05-10 14:55:17 transreid.train INFO: CMC curve, Rank-1  :67.4%
2024-05-10 14:55:17 transreid.train INFO: CMC curve, Rank-5  :81.4%
2024-05-10 14:55:17 transreid.train INFO: CMC curve, Rank-10 :86.0%
2024-05-10 14:55:37 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.078, Acc: 0.991, Base Lr: 1.92e-03
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2024-05-10 15:08:09 transreid.train INFO: Epoch 81 done. Time per epoch: 771.779[s] Speed: 39.4[samples/s]
2024-05-10 15:08:29 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-10 15:35:44 transreid.train INFO: Epoch 83 done. Time per epoch: 826.782[s] Speed: 36.6[samples/s]
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2024-05-10 15:49:37 transreid.train INFO: Epoch 84 done. Time per epoch: 832.947[s] Speed: 36.5[samples/s]
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2024-05-10 16:17:07 transreid.train INFO: Epoch 86 done. Time per epoch: 824.433[s] Speed: 36.7[samples/s]
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2024-05-10 16:30:51 transreid.train INFO: Epoch 87 done. Time per epoch: 823.877[s] Speed: 36.7[samples/s]
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2024-05-10 16:44:35 transreid.train INFO: Epoch 88 done. Time per epoch: 824.894[s] Speed: 36.8[samples/s]
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2024-05-10 16:58:22 transreid.train INFO: Epoch 89 done. Time per epoch: 826.150[s] Speed: 36.7[samples/s]
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2024-05-10 17:12:05 transreid.train INFO: Epoch 90 done. Time per epoch: 823.314[s] Speed: 36.8[samples/s]
2024-05-10 17:12:25 transreid.train INFO: Epoch[91] Iter[10/486] Loss: 0.029, Acc: 1.000, Base Lr: 1.11e-03
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2024-05-10 17:25:46 transreid.train INFO: Epoch 91 done. Time per epoch: 821.558[s] Speed: 36.8[samples/s]
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2024-05-10 17:53:23 transreid.train INFO: Epoch 93 done. Time per epoch: 826.562[s] Speed: 36.8[samples/s]
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2024-05-10 18:07:08 transreid.train INFO: Epoch 94 done. Time per epoch: 825.277[s] Speed: 36.8[samples/s]
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2024-05-10 18:20:46 transreid.train INFO: Epoch 95 done. Time per epoch: 817.411[s] Speed: 37.1[samples/s]
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2024-05-10 18:34:27 transreid.train INFO: Epoch 96 done. Time per epoch: 821.022[s] Speed: 36.9[samples/s]
2024-05-10 18:34:47 transreid.train INFO: Epoch[97] Iter[10/486] Loss: 0.022, Acc: 1.000, Base Lr: 7.18e-04
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2024-05-10 18:48:04 transreid.train INFO: Epoch 97 done. Time per epoch: 816.809[s] Speed: 37.0[samples/s]
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2024-05-10 19:01:35 transreid.train INFO: Epoch 98 done. Time per epoch: 811.021[s] Speed: 37.1[samples/s]
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2024-05-10 19:15:16 transreid.train INFO: Epoch 99 done. Time per epoch: 821.360[s] Speed: 36.9[samples/s]
2024-05-10 19:15:36 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.032, Acc: 0.994, Base Lr: 5.51e-04
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2024-05-10 19:28:55 transreid.train INFO: Epoch 100 done. Time per epoch: 819.058[s] Speed: 37.0[samples/s]
2024-05-10 19:36:33 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 19:36:33 transreid.train INFO: mAP: 41.4%
2024-05-10 19:36:33 transreid.train INFO: CMC curve, Rank-1  :67.6%
2024-05-10 19:36:33 transreid.train INFO: CMC curve, Rank-5  :81.6%
2024-05-10 19:36:33 transreid.train INFO: CMC curve, Rank-10 :86.0%
2024-05-10 19:36:53 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.025, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-10 20:02:53 transreid.train INFO: Epoch 102 done. Time per epoch: 815.255[s] Speed: 37.1[samples/s]
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2024-05-10 20:16:56 transreid.train INFO: Epoch 103 done. Time per epoch: 843.002[s] Speed: 36.0[samples/s]
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2024-05-10 20:56:51 transreid.train INFO: Epoch 106 done. Time per epoch: 821.738[s] Speed: 36.8[samples/s]
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2024-05-10 21:24:17 transreid.train INFO: Epoch 108 done. Time per epoch: 822.363[s] Speed: 36.8[samples/s]
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2024-05-10 21:37:58 transreid.train INFO: Epoch 109 done. Time per epoch: 821.599[s] Speed: 36.8[samples/s]
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2024-05-10 21:51:42 transreid.train INFO: Epoch 110 done. Time per epoch: 823.107[s] Speed: 36.8[samples/s]
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2024-05-10 22:05:22 transreid.train INFO: Epoch 111 done. Time per epoch: 820.571[s] Speed: 36.9[samples/s]
2024-05-10 22:05:42 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 22:19:02 transreid.train INFO: Epoch 112 done. Time per epoch: 820.376[s] Speed: 36.8[samples/s]
2024-05-10 22:19:22 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.028, Acc: 0.994, Base Lr: 8.28e-05
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2024-05-10 22:32:50 transreid.train INFO: Epoch 113 done. Time per epoch: 827.369[s] Speed: 36.7[samples/s]
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2024-05-10 22:46:31 transreid.train INFO: Epoch 114 done. Time per epoch: 821.555[s] Speed: 36.8[samples/s]
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2024-05-10 23:00:15 transreid.train INFO: Epoch 115 done. Time per epoch: 823.490[s] Speed: 36.8[samples/s]
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2024-05-10 23:13:57 transreid.train INFO: Epoch 116 done. Time per epoch: 821.809[s] Speed: 36.8[samples/s]
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2024-05-10 23:41:29 transreid.train INFO: Epoch 118 done. Time per epoch: 824.392[s] Speed: 36.9[samples/s]
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2024-05-10 23:55:12 transreid.train INFO: Epoch 119 done. Time per epoch: 823.430[s] Speed: 36.8[samples/s]
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2024-05-11 00:07:41 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-11 00:08:16 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-11 00:08:33 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-11 00:08:58 transreid.train INFO: Epoch 120 done. Time per epoch: 826.025[s] Speed: 36.7[samples/s]
2024-05-11 00:16:31 transreid.train INFO: Validation Results - Epoch: 120
2024-05-11 00:16:31 transreid.train INFO: mAP: 41.7%
2024-05-11 00:16:31 transreid.train INFO: CMC curve, Rank-1  :67.8%
2024-05-11 00:16:31 transreid.train INFO: CMC curve, Rank-5  :81.8%
2024-05-11 00:16:31 transreid.train INFO: CMC curve, Rank-10 :86.1%
