2024-05-09 20:16:30 transreid INFO: Saving model in the path :log/transreid/msmt17/fasvit_sa24_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 20:16:30 transreid INFO: Loaded configuration file configs/msmt17/fastvit_sa24.yml
2024-05-09 20:16:30 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_sa24
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/fastvit_sa24.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_sa24_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 20:16:30 transreid.check INFO: Dataset statistics:
2024-05-09 20:16:30 transreid.check INFO:   ----------------------------------------
2024-05-09 20:16:30 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 20:16:30 transreid.check INFO:   ----------------------------------------
2024-05-09 20:16:30 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-09 20:16:30 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-09 20:16:30 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-09 20:16:30 transreid.check INFO:   ----------------------------------------
2024-05-09 20:16:34 transreid INFO: ===========using cosine learning rate=======
2024-05-09 20:16:34 transreid.train INFO: start training
2024-05-09 20:17:17 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.450, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:17:46 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.450, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:18:17 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.387, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:18:47 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.345, Acc: 0.000, Base Lr: 4.76e-04
2024-05-09 20:19:16 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.302, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:19:46 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.276, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:20:16 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.247, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-09 20:21:16 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.198, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:21:46 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.180, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:22:16 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.161, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:22:46 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 9.140, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:23:16 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 9.120, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-09 20:40:31 transreid.train INFO: Epoch 1 done. Time per epoch: 1434.020[s] Speed: 21.2[samples/s]
2024-05-09 20:41:01 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.570, Acc: 0.002, Base Lr: 8.72e-04
2024-05-09 20:41:31 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.612, Acc: 0.004, Base Lr: 8.72e-04
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2024-05-09 21:04:16 transreid.train INFO: Epoch 2 done. Time per epoch: 1425.627[s] Speed: 21.3[samples/s]
2024-05-09 21:04:47 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.045, Acc: 0.008, Base Lr: 1.27e-03
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2024-05-09 21:51:37 transreid.train INFO: Epoch 4 done. Time per epoch: 1418.778[s] Speed: 21.3[samples/s]
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2024-05-09 22:15:18 transreid.train INFO: Epoch 5 done. Time per epoch: 1420.535[s] Speed: 21.3[samples/s]
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2024-05-09 23:02:41 transreid.train INFO: Epoch 7 done. Time per epoch: 1423.452[s] Speed: 21.3[samples/s]
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2024-05-09 23:26:21 transreid.train INFO: Epoch 8 done. Time per epoch: 1419.470[s] Speed: 21.3[samples/s]
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2024-05-10 00:13:49 transreid.train INFO: Epoch 10 done. Time per epoch: 1425.437[s] Speed: 21.3[samples/s]
2024-05-10 00:14:20 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 2.963, Acc: 0.478, Base Lr: 4.44e-03
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2024-05-10 00:37:25 transreid.train INFO: Epoch 11 done. Time per epoch: 1416.476[s] Speed: 21.3[samples/s]
2024-05-10 00:37:56 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 2.323, Acc: 0.617, Base Lr: 4.83e-03
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2024-05-10 00:59:19 transreid.train INFO: Epoch 12 done. Time per epoch: 1313.062[s] Speed: 23.2[samples/s]
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2024-05-10 01:22:53 transreid.train INFO: Epoch 13 done. Time per epoch: 1414.234[s] Speed: 21.4[samples/s]
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2024-05-10 01:46:32 transreid.train INFO: Epoch 14 done. Time per epoch: 1419.366[s] Speed: 21.4[samples/s]
2024-05-10 01:47:03 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 1.515, Acc: 0.809, Base Lr: 6.02e-03
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2024-05-10 02:10:07 transreid.train INFO: Epoch 15 done. Time per epoch: 1415.065[s] Speed: 21.4[samples/s]
2024-05-10 02:10:38 transreid.train INFO: Epoch[16] Iter[10/486] Loss: 1.414, Acc: 0.808, Base Lr: 6.42e-03
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2024-05-10 02:33:46 transreid.train INFO: Epoch 16 done. Time per epoch: 1419.165[s] Speed: 21.4[samples/s]
2024-05-10 02:34:17 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 1.298, Acc: 0.828, Base Lr: 6.81e-03
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2024-05-10 02:57:25 transreid.train INFO: Epoch 17 done. Time per epoch: 1418.505[s] Speed: 21.4[samples/s]
2024-05-10 02:57:56 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 1.221, Acc: 0.863, Base Lr: 7.21e-03
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2024-05-10 03:21:04 transreid.train INFO: Epoch 18 done. Time per epoch: 1419.323[s] Speed: 21.4[samples/s]
2024-05-10 03:21:35 transreid.train INFO: Epoch[19] Iter[10/486] Loss: 1.132, Acc: 0.863, Base Lr: 7.60e-03
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2024-05-10 03:44:42 transreid.train INFO: Epoch 19 done. Time per epoch: 1417.733[s] Speed: 21.4[samples/s]
2024-05-10 03:45:13 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 1.072, Acc: 0.853, Base Lr: 7.47e-03
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2024-05-10 04:08:21 transreid.train INFO: Epoch 20 done. Time per epoch: 1419.035[s] Speed: 21.4[samples/s]
2024-05-10 04:20:04 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 04:20:04 transreid.train INFO: mAP: 17.1%
2024-05-10 04:20:04 transreid.train INFO: CMC curve, Rank-1  :38.5%
2024-05-10 04:20:04 transreid.train INFO: CMC curve, Rank-5  :54.7%
2024-05-10 04:20:04 transreid.train INFO: CMC curve, Rank-10 :62.1%
2024-05-10 04:20:36 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.815, Acc: 0.923, Base Lr: 7.41e-03
2024-05-10 04:21:06 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.748, Acc: 0.940, Base Lr: 7.41e-03
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2024-05-10 04:43:45 transreid.train INFO: Epoch 21 done. Time per epoch: 1421.605[s] Speed: 21.3[samples/s]
2024-05-10 04:44:18 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.753, Acc: 0.931, Base Lr: 7.36e-03
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2024-05-10 05:07:20 transreid.train INFO: Epoch 22 done. Time per epoch: 1415.238[s] Speed: 21.3[samples/s]
2024-05-10 05:07:52 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 0.667, Acc: 0.936, Base Lr: 7.30e-03
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2024-05-10 05:31:07 transreid.train INFO: Epoch 23 done. Time per epoch: 1427.010[s] Speed: 21.3[samples/s]
2024-05-10 05:31:41 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.589, Acc: 0.956, Base Lr: 7.24e-03
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2024-05-10 05:52:51 transreid.train INFO: Epoch 24 done. Time per epoch: 1303.415[s] Speed: 23.3[samples/s]
2024-05-10 05:53:23 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.424, Acc: 0.961, Base Lr: 7.18e-03
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2024-05-10 06:16:30 transreid.train INFO: Epoch 25 done. Time per epoch: 1418.908[s] Speed: 21.4[samples/s]
2024-05-10 06:17:02 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.529, Acc: 0.953, Base Lr: 7.11e-03
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2024-05-10 06:40:11 transreid.train INFO: Epoch 26 done. Time per epoch: 1420.969[s] Speed: 21.4[samples/s]
2024-05-10 06:40:43 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.540, Acc: 0.950, Base Lr: 7.04e-03
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2024-05-10 07:03:48 transreid.train INFO: Epoch 27 done. Time per epoch: 1417.732[s] Speed: 21.4[samples/s]
2024-05-10 07:04:20 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 0.411, Acc: 0.966, Base Lr: 6.97e-03
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2024-05-10 07:27:22 transreid.train INFO: Epoch 28 done. Time per epoch: 1413.381[s] Speed: 21.4[samples/s]
2024-05-10 07:27:54 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.371, Acc: 0.966, Base Lr: 6.90e-03
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2024-05-10 07:50:55 transreid.train INFO: Epoch 29 done. Time per epoch: 1412.883[s] Speed: 21.4[samples/s]
2024-05-10 07:51:27 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.384, Acc: 0.969, Base Lr: 6.83e-03
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2024-05-10 08:14:30 transreid.train INFO: Epoch 30 done. Time per epoch: 1415.414[s] Speed: 21.4[samples/s]
2024-05-10 08:15:02 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 0.286, Acc: 0.981, Base Lr: 6.76e-03
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2024-05-10 08:38:05 transreid.train INFO: Epoch 31 done. Time per epoch: 1414.449[s] Speed: 21.4[samples/s]
2024-05-10 08:38:37 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.250, Acc: 0.977, Base Lr: 6.68e-03
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2024-05-10 09:01:45 transreid.train INFO: Epoch 32 done. Time per epoch: 1420.657[s] Speed: 21.4[samples/s]
2024-05-10 09:02:17 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.206, Acc: 0.984, Base Lr: 6.60e-03
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2024-05-10 09:25:23 transreid.train INFO: Epoch 33 done. Time per epoch: 1417.450[s] Speed: 21.4[samples/s]
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2024-05-10 09:48:46 transreid.train INFO: Epoch 34 done. Time per epoch: 1403.488[s] Speed: 21.6[samples/s]
2024-05-10 09:49:18 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.242, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-10 10:12:22 transreid.train INFO: Epoch 35 done. Time per epoch: 1415.716[s] Speed: 21.5[samples/s]
2024-05-10 10:12:54 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 0.182, Acc: 0.986, Base Lr: 6.35e-03
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2024-05-10 10:33:43 transreid.train INFO: Epoch 36 done. Time per epoch: 1281.147[s] Speed: 23.6[samples/s]
2024-05-10 10:34:15 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.177, Acc: 0.991, Base Lr: 6.27e-03
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2024-05-10 10:57:11 transreid.train INFO: Epoch 37 done. Time per epoch: 1407.658[s] Speed: 21.6[samples/s]
2024-05-10 10:57:42 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.202, Acc: 0.984, Base Lr: 6.18e-03
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2024-05-10 11:20:41 transreid.train INFO: Epoch 38 done. Time per epoch: 1410.385[s] Speed: 21.5[samples/s]
2024-05-10 11:21:13 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.161, Acc: 0.984, Base Lr: 6.09e-03
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2024-05-10 11:44:12 transreid.train INFO: Epoch 39 done. Time per epoch: 1411.215[s] Speed: 21.5[samples/s]
2024-05-10 11:44:44 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.191, Acc: 0.991, Base Lr: 6.00e-03
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2024-05-10 12:07:45 transreid.train INFO: Epoch 40 done. Time per epoch: 1412.252[s] Speed: 21.5[samples/s]
2024-05-10 12:19:06 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 12:19:06 transreid.train INFO: mAP: 29.9%
2024-05-10 12:19:06 transreid.train INFO: CMC curve, Rank-1  :56.3%
2024-05-10 12:19:06 transreid.train INFO: CMC curve, Rank-5  :72.5%
2024-05-10 12:19:06 transreid.train INFO: CMC curve, Rank-10 :78.2%
2024-05-10 12:19:39 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.146, Acc: 0.988, Base Lr: 5.91e-03
2024-05-10 12:20:09 transreid.train INFO: Epoch[41] Iter[20/486] Loss: 0.139, Acc: 0.988, Base Lr: 5.91e-03
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2024-05-10 12:21:08 transreid.train INFO: Epoch[41] Iter[40/486] Loss: 0.142, Acc: 0.988, Base Lr: 5.91e-03
2024-05-10 12:21:38 transreid.train INFO: Epoch[41] Iter[50/486] Loss: 0.137, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-10 12:23:08 transreid.train INFO: Epoch[41] Iter[80/486] Loss: 0.131, Acc: 0.991, Base Lr: 5.91e-03
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2024-05-10 12:42:44 transreid.train INFO: Epoch 41 done. Time per epoch: 1418.041[s] Speed: 21.4[samples/s]
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2024-05-10 13:06:19 transreid.train INFO: Epoch 42 done. Time per epoch: 1414.943[s] Speed: 21.4[samples/s]
2024-05-10 13:06:52 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.163, Acc: 0.984, Base Lr: 5.73e-03
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2024-05-10 13:29:52 transreid.train INFO: Epoch 43 done. Time per epoch: 1413.036[s] Speed: 21.5[samples/s]
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2024-05-10 13:53:29 transreid.train INFO: Epoch 44 done. Time per epoch: 1416.629[s] Speed: 21.5[samples/s]
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2024-05-10 14:17:00 transreid.train INFO: Epoch 45 done. Time per epoch: 1411.145[s] Speed: 21.5[samples/s]
2024-05-10 14:17:33 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.102, Acc: 0.994, Base Lr: 5.44e-03
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2024-05-10 14:40:32 transreid.train INFO: Epoch 46 done. Time per epoch: 1412.016[s] Speed: 21.4[samples/s]
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2024-05-10 15:02:46 transreid.train INFO: Epoch 47 done. Time per epoch: 1334.294[s] Speed: 22.6[samples/s]
2024-05-10 15:03:09 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.170, Acc: 0.986, Base Lr: 5.24e-03
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2024-05-10 15:25:54 transreid.train INFO: Epoch 48 done. Time per epoch: 1387.912[s] Speed: 21.7[samples/s]
2024-05-10 15:26:27 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.078, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-10 15:49:40 transreid.train INFO: Epoch 49 done. Time per epoch: 1425.974[s] Speed: 21.2[samples/s]
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2024-05-10 16:13:22 transreid.train INFO: Epoch 50 done. Time per epoch: 1421.674[s] Speed: 21.3[samples/s]
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2024-05-10 16:37:12 transreid.train INFO: Epoch 51 done. Time per epoch: 1430.843[s] Speed: 21.3[samples/s]
2024-05-10 16:37:45 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.087, Acc: 0.991, Base Lr: 4.84e-03
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2024-05-10 17:00:51 transreid.train INFO: Epoch 52 done. Time per epoch: 1418.732[s] Speed: 21.4[samples/s]
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2024-05-10 17:24:28 transreid.train INFO: Epoch 53 done. Time per epoch: 1416.694[s] Speed: 21.4[samples/s]
2024-05-10 17:25:00 transreid.train INFO: Epoch[54] Iter[10/486] Loss: 0.103, Acc: 0.989, Base Lr: 4.63e-03
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2024-05-10 17:48:18 transreid.train INFO: Epoch 54 done. Time per epoch: 1430.348[s] Speed: 21.3[samples/s]
2024-05-10 17:48:51 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.054, Acc: 1.000, Base Lr: 4.53e-03
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2024-05-10 18:11:48 transreid.train INFO: Epoch 55 done. Time per epoch: 1409.538[s] Speed: 21.4[samples/s]
2024-05-10 18:12:21 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.071, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-10 18:35:14 transreid.train INFO: Epoch 56 done. Time per epoch: 1406.332[s] Speed: 21.5[samples/s]
2024-05-10 18:35:47 transreid.train INFO: Epoch[57] Iter[10/486] Loss: 0.075, Acc: 0.992, Base Lr: 4.32e-03
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2024-05-10 18:58:48 transreid.train INFO: Epoch 57 done. Time per epoch: 1413.778[s] Speed: 21.5[samples/s]
2024-05-10 18:59:21 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.079, Acc: 0.994, Base Lr: 4.22e-03
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2024-05-10 19:22:19 transreid.train INFO: Epoch 58 done. Time per epoch: 1410.769[s] Speed: 21.5[samples/s]
2024-05-10 19:22:51 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.103, Acc: 0.988, Base Lr: 4.11e-03
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2024-05-10 19:44:49 transreid.train INFO: Epoch 59 done. Time per epoch: 1350.270[s] Speed: 22.5[samples/s]
2024-05-10 19:45:12 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.045, Acc: 0.998, Base Lr: 4.01e-03
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2024-05-10 20:07:40 transreid.train INFO: Epoch 60 done. Time per epoch: 1371.040[s] Speed: 22.0[samples/s]
2024-05-10 20:19:21 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 20:19:21 transreid.train INFO: mAP: 34.1%
2024-05-10 20:19:21 transreid.train INFO: CMC curve, Rank-1  :60.5%
2024-05-10 20:19:21 transreid.train INFO: CMC curve, Rank-5  :76.2%
2024-05-10 20:19:21 transreid.train INFO: CMC curve, Rank-10 :81.5%
2024-05-10 20:19:54 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.076, Acc: 0.991, Base Lr: 3.90e-03
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2024-05-10 20:42:58 transreid.train INFO: Epoch 61 done. Time per epoch: 1416.819[s] Speed: 21.4[samples/s]
2024-05-10 20:43:29 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.055, Acc: 1.000, Base Lr: 3.80e-03
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2024-05-10 21:06:25 transreid.train INFO: Epoch 62 done. Time per epoch: 1407.651[s] Speed: 21.4[samples/s]
2024-05-10 21:06:58 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.052, Acc: 0.992, Base Lr: 3.69e-03
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2024-05-10 21:30:01 transreid.train INFO: Epoch 63 done. Time per epoch: 1415.902[s] Speed: 21.4[samples/s]
2024-05-10 21:30:34 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.057, Acc: 0.992, Base Lr: 3.59e-03
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2024-05-10 21:53:37 transreid.train INFO: Epoch 64 done. Time per epoch: 1415.300[s] Speed: 21.4[samples/s]
2024-05-10 21:54:09 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.040, Acc: 1.000, Base Lr: 3.49e-03
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2024-05-10 22:17:10 transreid.train INFO: Epoch 65 done. Time per epoch: 1413.631[s] Speed: 21.4[samples/s]
2024-05-10 22:17:43 transreid.train INFO: Epoch[66] Iter[10/486] Loss: 0.067, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-10 22:40:46 transreid.train INFO: Epoch 66 done. Time per epoch: 1416.254[s] Speed: 21.4[samples/s]
2024-05-10 22:41:19 transreid.train INFO: Epoch[67] Iter[10/486] Loss: 0.032, Acc: 1.000, Base Lr: 3.28e-03
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2024-05-10 23:04:21 transreid.train INFO: Epoch 67 done. Time per epoch: 1414.742[s] Speed: 21.4[samples/s]
2024-05-10 23:04:54 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.058, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-10 23:27:53 transreid.train INFO: Epoch 68 done. Time per epoch: 1411.361[s] Speed: 21.4[samples/s]
2024-05-10 23:28:26 transreid.train INFO: Epoch[69] Iter[10/486] Loss: 0.069, Acc: 0.994, Base Lr: 3.08e-03
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2024-05-10 23:51:32 transreid.train INFO: Epoch 69 done. Time per epoch: 1419.510[s] Speed: 21.4[samples/s]
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2024-05-11 00:14:58 transreid.train INFO: Epoch 70 done. Time per epoch: 1406.358[s] Speed: 21.5[samples/s]
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2024-05-11 00:26:37 transreid.train INFO: Epoch 71 done. Time per epoch: 698.350[s] Speed: 43.4[samples/s]
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2024-05-11 00:34:29 transreid.train INFO: Epoch 72 done. Time per epoch: 472.511[s] Speed: 64.1[samples/s]
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2024-05-11 00:42:23 transreid.train INFO: Epoch 73 done. Time per epoch: 473.576[s] Speed: 64.1[samples/s]
2024-05-11 00:42:36 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.043, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-11 00:50:20 transreid.train INFO: Epoch 74 done. Time per epoch: 476.728[s] Speed: 63.8[samples/s]
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2024-05-11 00:58:17 transreid.train INFO: Epoch 75 done. Time per epoch: 477.832[s] Speed: 63.5[samples/s]
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2024-05-11 01:14:13 transreid.train INFO: Epoch 77 done. Time per epoch: 478.681[s] Speed: 63.4[samples/s]
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2024-05-11 01:22:09 transreid.train INFO: Epoch 78 done. Time per epoch: 476.605[s] Speed: 63.7[samples/s]
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2024-05-11 01:30:03 transreid.train INFO: Epoch 79 done. Time per epoch: 473.582[s] Speed: 63.9[samples/s]
2024-05-11 01:30:16 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.024, Acc: 1.000, Base Lr: 2.01e-03
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2024-05-11 01:37:54 transreid.train INFO: Epoch 80 done. Time per epoch: 471.243[s] Speed: 64.0[samples/s]
2024-05-11 01:43:22 transreid.train INFO: Validation Results - Epoch: 80
2024-05-11 01:43:22 transreid.train INFO: mAP: 36.1%
2024-05-11 01:43:22 transreid.train INFO: CMC curve, Rank-1  :62.6%
2024-05-11 01:43:22 transreid.train INFO: CMC curve, Rank-5  :77.6%
2024-05-11 01:43:22 transreid.train INFO: CMC curve, Rank-10 :82.6%
2024-05-11 01:43:35 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.030, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-11 01:51:15 transreid.train INFO: Epoch 81 done. Time per epoch: 472.775[s] Speed: 64.3[samples/s]
2024-05-11 01:51:29 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.031, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-11 02:07:02 transreid.train INFO: Epoch 83 done. Time per epoch: 472.893[s] Speed: 64.0[samples/s]
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2024-05-11 02:14:57 transreid.train INFO: Epoch 84 done. Time per epoch: 474.628[s] Speed: 64.1[samples/s]
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2024-05-11 02:30:41 transreid.train INFO: Epoch 86 done. Time per epoch: 474.273[s] Speed: 63.8[samples/s]
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2024-05-11 02:38:36 transreid.train INFO: Epoch 87 done. Time per epoch: 474.865[s] Speed: 63.7[samples/s]
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2024-05-11 02:54:21 transreid.train INFO: Epoch 89 done. Time per epoch: 472.554[s] Speed: 64.2[samples/s]
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2024-05-11 03:02:15 transreid.train INFO: Epoch 90 done. Time per epoch: 473.628[s] Speed: 64.1[samples/s]
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2024-05-11 03:18:00 transreid.train INFO: Epoch 92 done. Time per epoch: 475.795[s] Speed: 64.0[samples/s]
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2024-05-11 03:25:53 transreid.train INFO: Epoch 93 done. Time per epoch: 473.299[s] Speed: 64.2[samples/s]
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2024-05-11 03:49:27 transreid.train INFO: Epoch 96 done. Time per epoch: 471.109[s] Speed: 64.4[samples/s]
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2024-05-11 03:57:16 transreid.train INFO: Epoch 97 done. Time per epoch: 469.150[s] Speed: 64.4[samples/s]
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2024-05-11 04:05:03 transreid.train INFO: Epoch 98 done. Time per epoch: 466.769[s] Speed: 64.4[samples/s]
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2024-05-11 04:12:54 transreid.train INFO: Epoch 99 done. Time per epoch: 470.882[s] Speed: 64.4[samples/s]
2024-05-11 04:13:07 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.024, Acc: 0.995, Base Lr: 5.51e-04
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2024-05-11 04:20:44 transreid.train INFO: Epoch 100 done. Time per epoch: 470.217[s] Speed: 64.5[samples/s]
2024-05-11 04:26:05 transreid.train INFO: Validation Results - Epoch: 100
2024-05-11 04:26:05 transreid.train INFO: mAP: 37.0%
2024-05-11 04:26:05 transreid.train INFO: CMC curve, Rank-1  :63.6%
2024-05-11 04:26:05 transreid.train INFO: CMC curve, Rank-5  :78.2%
2024-05-11 04:26:05 transreid.train INFO: CMC curve, Rank-10 :83.4%
2024-05-11 04:26:18 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.009, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-11 04:41:47 transreid.train INFO: Epoch 102 done. Time per epoch: 468.990[s] Speed: 64.4[samples/s]
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2024-05-11 04:49:37 transreid.train INFO: Epoch 103 done. Time per epoch: 470.599[s] Speed: 64.5[samples/s]
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2024-05-11 05:36:36 transreid.train INFO: Epoch 109 done. Time per epoch: 471.672[s] Speed: 64.2[samples/s]
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2024-05-11 05:52:21 transreid.train INFO: Epoch 111 done. Time per epoch: 472.751[s] Speed: 64.0[samples/s]
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2024-05-11 06:00:10 transreid.train INFO: Epoch 112 done. Time per epoch: 469.680[s] Speed: 64.3[samples/s]
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2024-05-11 06:08:03 transreid.train INFO: Epoch 113 done. Time per epoch: 473.189[s] Speed: 64.2[samples/s]
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2024-05-11 06:23:45 transreid.train INFO: Epoch 115 done. Time per epoch: 471.051[s] Speed: 64.3[samples/s]
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2024-05-11 06:31:37 transreid.train INFO: Epoch 116 done. Time per epoch: 471.407[s] Speed: 64.2[samples/s]
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2024-05-11 06:47:23 transreid.train INFO: Epoch 118 done. Time per epoch: 473.932[s] Speed: 64.1[samples/s]
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2024-05-11 06:55:16 transreid.train INFO: Epoch 119 done. Time per epoch: 473.321[s] Speed: 64.1[samples/s]
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2024-05-11 07:03:08 transreid.train INFO: Epoch 120 done. Time per epoch: 472.218[s] Speed: 64.2[samples/s]
2024-05-11 07:08:24 transreid.train INFO: Validation Results - Epoch: 120
2024-05-11 07:08:24 transreid.train INFO: mAP: 37.0%
2024-05-11 07:08:24 transreid.train INFO: CMC curve, Rank-1  :63.8%
2024-05-11 07:08:24 transreid.train INFO: CMC curve, Rank-5  :78.2%
2024-05-11 07:08:24 transreid.train INFO: CMC curve, Rank-10 :83.4%
