2024-05-13 14:36:49 transreid INFO: Saving model in the path :log/transreid/msmt17/volo_d1_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 14:36:49 transreid INFO: Loaded configuration file configs/msmt17/volo_d1.yml
2024-05-13 14:36:49 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: 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: volo_d1
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/volo_d1.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/volo_d1_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: 
2024-05-13 14:36:49 transreid.check INFO: Dataset statistics:
2024-05-13 14:36:49 transreid.check INFO:   ----------------------------------------
2024-05-13 14:36:49 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 14:36:49 transreid.check INFO:   ----------------------------------------
2024-05-13 14:36:49 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 14:36:49 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 14:36:49 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 14:36:49 transreid.check INFO:   ----------------------------------------
2024-05-13 14:36:51 transreid INFO: ===========using cosine learning rate=======
2024-05-13 14:36:51 transreid.train INFO: start training
2024-05-13 14:37:03 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.404, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 14:37:08 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.287, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 14:37:12 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.183, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 14:37:17 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.002, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-13 14:40:49 transreid.train INFO: Epoch 1 done. Time per epoch: 238.343[s] Speed: 127.5[samples/s]
2024-05-13 14:40:55 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.653, Acc: 0.013, Base Lr: 8.72e-04
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2024-05-13 14:44:47 transreid.train INFO: Epoch 2 done. Time per epoch: 237.433[s] Speed: 128.0[samples/s]
2024-05-13 14:44:53 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.455, Acc: 0.013, Base Lr: 1.27e-03
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2024-05-13 14:52:41 transreid.train INFO: Epoch 4 done. Time per epoch: 236.094[s] Speed: 128.2[samples/s]
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2024-05-13 14:56:37 transreid.train INFO: Epoch 5 done. Time per epoch: 236.234[s] Speed: 128.1[samples/s]
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2024-05-13 15:04:30 transreid.train INFO: Epoch 7 done. Time per epoch: 236.293[s] Speed: 128.4[samples/s]
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2024-05-13 15:08:25 transreid.train INFO: Epoch 8 done. Time per epoch: 235.803[s] Speed: 128.4[samples/s]
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2024-05-13 15:12:21 transreid.train INFO: Epoch 9 done. Time per epoch: 235.316[s] Speed: 128.9[samples/s]
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2024-05-13 15:16:17 transreid.train INFO: Epoch 10 done. Time per epoch: 236.516[s] Speed: 128.5[samples/s]
2024-05-13 15:16:23 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 2.303, Acc: 0.628, Base Lr: 4.44e-03
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2024-05-13 15:20:12 transreid.train INFO: Epoch 11 done. Time per epoch: 234.642[s] Speed: 128.7[samples/s]
2024-05-13 15:20:18 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.472, Acc: 0.780, Base Lr: 4.83e-03
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2024-05-13 15:24:09 transreid.train INFO: Epoch 12 done. Time per epoch: 236.967[s] Speed: 128.3[samples/s]
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2024-05-13 15:28:04 transreid.train INFO: Epoch 13 done. Time per epoch: 235.235[s] Speed: 128.4[samples/s]
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2024-05-13 15:32:01 transreid.train INFO: Epoch 14 done. Time per epoch: 237.268[s] Speed: 127.9[samples/s]
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2024-05-13 15:35:58 transreid.train INFO: Epoch 15 done. Time per epoch: 237.002[s] Speed: 127.7[samples/s]
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2024-05-13 15:39:56 transreid.train INFO: Epoch 16 done. Time per epoch: 238.048[s] Speed: 127.4[samples/s]
2024-05-13 15:40:02 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 0.729, Acc: 0.878, Base Lr: 6.81e-03
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2024-05-13 15:43:54 transreid.train INFO: Epoch 17 done. Time per epoch: 237.610[s] Speed: 127.7[samples/s]
2024-05-13 15:44:00 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.670, Acc: 0.911, Base Lr: 7.21e-03
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2024-05-13 15:47:51 transreid.train INFO: Epoch 18 done. Time per epoch: 237.069[s] Speed: 128.0[samples/s]
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2024-05-13 15:51:49 transreid.train INFO: Epoch 19 done. Time per epoch: 237.539[s] Speed: 127.7[samples/s]
2024-05-13 15:51:54 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.700, Acc: 0.916, Base Lr: 7.47e-03
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2024-05-13 15:55:46 transreid.train INFO: Epoch 20 done. Time per epoch: 237.011[s] Speed: 128.0[samples/s]
2024-05-13 16:01:40 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 16:01:40 transreid.train INFO: mAP: 31.6%
2024-05-13 16:01:40 transreid.train INFO: CMC curve, Rank-1  :58.2%
2024-05-13 16:01:40 transreid.train INFO: CMC curve, Rank-5  :72.9%
2024-05-13 16:01:40 transreid.train INFO: CMC curve, Rank-10 :78.3%
2024-05-13 16:01:46 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.612, Acc: 0.909, Base Lr: 7.41e-03
2024-05-13 16:01:51 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.555, Acc: 0.930, Base Lr: 7.41e-03
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2024-05-13 16:05:31 transreid.train INFO: Epoch 21 done. Time per epoch: 231.167[s] Speed: 131.2[samples/s]
2024-05-13 16:05:38 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.463, Acc: 0.950, Base Lr: 7.36e-03
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2024-05-13 16:09:23 transreid.train INFO: Epoch 22 done. Time per epoch: 231.957[s] Speed: 130.2[samples/s]
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2024-05-13 16:13:16 transreid.train INFO: Epoch 23 done. Time per epoch: 232.922[s] Speed: 130.2[samples/s]
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2024-05-13 16:17:09 transreid.train INFO: Epoch 24 done. Time per epoch: 233.600[s] Speed: 129.9[samples/s]
2024-05-13 16:17:16 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.311, Acc: 0.953, Base Lr: 7.18e-03
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2024-05-13 16:21:03 transreid.train INFO: Epoch 25 done. Time per epoch: 233.768[s] Speed: 130.0[samples/s]
2024-05-13 16:21:10 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.259, Acc: 0.958, Base Lr: 7.11e-03
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2024-05-13 16:24:58 transreid.train INFO: Epoch 26 done. Time per epoch: 234.644[s] Speed: 129.6[samples/s]
2024-05-13 16:25:05 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.206, Acc: 0.981, Base Lr: 7.04e-03
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2024-05-13 16:28:52 transreid.train INFO: Epoch 27 done. Time per epoch: 233.730[s] Speed: 130.1[samples/s]
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2024-05-13 16:32:45 transreid.train INFO: Epoch 28 done. Time per epoch: 233.317[s] Speed: 129.7[samples/s]
2024-05-13 16:32:52 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.177, Acc: 0.980, Base Lr: 6.90e-03
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2024-05-13 16:36:37 transreid.train INFO: Epoch 29 done. Time per epoch: 232.164[s] Speed: 130.4[samples/s]
2024-05-13 16:36:44 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.244, Acc: 0.978, Base Lr: 6.83e-03
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2024-05-13 16:40:29 transreid.train INFO: Epoch 30 done. Time per epoch: 232.214[s] Speed: 130.6[samples/s]
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2024-05-13 16:44:20 transreid.train INFO: Epoch 31 done. Time per epoch: 230.787[s] Speed: 131.2[samples/s]
2024-05-13 16:44:27 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.116, Acc: 0.983, Base Lr: 6.68e-03
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2024-05-13 16:48:12 transreid.train INFO: Epoch 32 done. Time per epoch: 231.688[s] Speed: 131.2[samples/s]
2024-05-13 16:48:19 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.115, Acc: 0.989, Base Lr: 6.60e-03
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2024-05-13 16:52:04 transreid.train INFO: Epoch 33 done. Time per epoch: 232.139[s] Speed: 130.7[samples/s]
2024-05-13 16:52:11 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.134, Acc: 0.983, Base Lr: 6.52e-03
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2024-05-13 16:55:56 transreid.train INFO: Epoch 34 done. Time per epoch: 232.528[s] Speed: 130.2[samples/s]
2024-05-13 16:56:03 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.129, Acc: 0.986, Base Lr: 6.44e-03
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2024-05-13 17:03:39 transreid.train INFO: Epoch 36 done. Time per epoch: 231.262[s] Speed: 130.6[samples/s]
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2024-05-13 17:07:32 transreid.train INFO: Epoch 37 done. Time per epoch: 232.852[s] Speed: 130.3[samples/s]
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2024-05-13 17:11:25 transreid.train INFO: Epoch 38 done. Time per epoch: 233.166[s] Speed: 130.1[samples/s]
2024-05-13 17:11:32 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.100, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-13 17:15:19 transreid.train INFO: Epoch 39 done. Time per epoch: 233.661[s] Speed: 129.8[samples/s]
2024-05-13 17:15:26 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.067, Acc: 0.997, Base Lr: 6.00e-03
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2024-05-13 17:19:11 transreid.train INFO: Epoch 40 done. Time per epoch: 232.300[s] Speed: 130.9[samples/s]
2024-05-13 17:24:58 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 17:24:58 transreid.train INFO: mAP: 44.8%
2024-05-13 17:24:58 transreid.train INFO: CMC curve, Rank-1  :70.3%
2024-05-13 17:24:58 transreid.train INFO: CMC curve, Rank-5  :82.7%
2024-05-13 17:24:58 transreid.train INFO: CMC curve, Rank-10 :86.9%
2024-05-13 17:25:06 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.081, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-13 17:32:45 transreid.train INFO: Epoch 42 done. Time per epoch: 234.996[s] Speed: 129.1[samples/s]
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2024-05-13 17:36:41 transreid.train INFO: Epoch 43 done. Time per epoch: 235.300[s] Speed: 128.9[samples/s]
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2024-05-13 17:44:31 transreid.train INFO: Epoch 45 done. Time per epoch: 234.644[s] Speed: 129.0[samples/s]
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2024-05-13 17:48:25 transreid.train INFO: Epoch 46 done. Time per epoch: 233.962[s] Speed: 129.4[samples/s]
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2024-05-13 17:52:18 transreid.train INFO: Epoch 47 done. Time per epoch: 233.280[s] Speed: 129.5[samples/s]
2024-05-13 17:52:26 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.054, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-13 17:56:11 transreid.train INFO: Epoch 48 done. Time per epoch: 232.673[s] Speed: 129.3[samples/s]
2024-05-13 17:56:18 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-13 18:00:04 transreid.train INFO: Epoch 49 done. Time per epoch: 233.318[s] Speed: 129.7[samples/s]
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2024-05-13 18:03:58 transreid.train INFO: Epoch 50 done. Time per epoch: 233.122[s] Speed: 129.9[samples/s]
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2024-05-13 18:07:52 transreid.train INFO: Epoch 51 done. Time per epoch: 234.445[s] Speed: 130.2[samples/s]
2024-05-13 18:07:59 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.030, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-13 18:11:47 transreid.train INFO: Epoch 52 done. Time per epoch: 234.732[s] Speed: 129.5[samples/s]
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2024-05-13 18:15:41 transreid.train INFO: Epoch 53 done. Time per epoch: 233.972[s] Speed: 129.7[samples/s]
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2024-05-13 18:19:35 transreid.train INFO: Epoch 54 done. Time per epoch: 234.758[s] Speed: 130.0[samples/s]
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2024-05-13 18:23:29 transreid.train INFO: Epoch 55 done. Time per epoch: 233.114[s] Speed: 129.6[samples/s]
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2024-05-13 18:27:20 transreid.train INFO: Epoch 56 done. Time per epoch: 231.865[s] Speed: 130.3[samples/s]
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2024-05-13 18:31:14 transreid.train INFO: Epoch 57 done. Time per epoch: 233.731[s] Speed: 129.8[samples/s]
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2024-05-13 18:35:06 transreid.train INFO: Epoch 58 done. Time per epoch: 232.288[s] Speed: 130.3[samples/s]
2024-05-13 18:35:14 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.031, Acc: 0.998, Base Lr: 4.11e-03
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2024-05-13 18:39:00 transreid.train INFO: Epoch 59 done. Time per epoch: 233.094[s] Speed: 130.4[samples/s]
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2024-05-13 18:42:52 transreid.train INFO: Epoch 60 done. Time per epoch: 232.081[s] Speed: 130.2[samples/s]
2024-05-13 18:48:41 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 18:48:41 transreid.train INFO: mAP: 53.5%
2024-05-13 18:48:41 transreid.train INFO: CMC curve, Rank-1  :77.0%
2024-05-13 18:48:41 transreid.train INFO: CMC curve, Rank-5  :87.3%
2024-05-13 18:48:41 transreid.train INFO: CMC curve, Rank-10 :90.3%
2024-05-13 18:48:49 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.031, Acc: 1.000, Base Lr: 3.90e-03
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2024-05-13 18:52:34 transreid.train INFO: Epoch 61 done. Time per epoch: 232.177[s] Speed: 130.7[samples/s]
2024-05-13 18:52:41 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
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2024-05-13 18:56:27 transreid.train INFO: Epoch 62 done. Time per epoch: 233.446[s] Speed: 129.1[samples/s]
2024-05-13 18:56:35 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.039, Acc: 0.992, Base Lr: 3.69e-03
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2024-05-13 19:00:20 transreid.train INFO: Epoch 63 done. Time per epoch: 233.323[s] Speed: 130.0[samples/s]
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2024-05-13 19:04:13 transreid.train INFO: Epoch 64 done. Time per epoch: 232.591[s] Speed: 130.4[samples/s]
2024-05-13 19:04:20 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.026, Acc: 1.000, Base Lr: 3.49e-03
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2024-05-13 19:08:06 transreid.train INFO: Epoch 65 done. Time per epoch: 232.629[s] Speed: 130.1[samples/s]
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2024-05-13 19:15:51 transreid.train INFO: Epoch 67 done. Time per epoch: 232.772[s] Speed: 130.3[samples/s]
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2024-05-13 19:19:43 transreid.train INFO: Epoch 68 done. Time per epoch: 231.749[s] Speed: 130.6[samples/s]
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2024-05-13 19:27:28 transreid.train INFO: Epoch 70 done. Time per epoch: 231.746[s] Speed: 130.6[samples/s]
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2024-05-13 19:31:20 transreid.train INFO: Epoch 71 done. Time per epoch: 232.241[s] Speed: 130.6[samples/s]
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2024-05-13 19:35:12 transreid.train INFO: Epoch 72 done. Time per epoch: 232.132[s] Speed: 130.4[samples/s]
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2024-05-13 19:42:57 transreid.train INFO: Epoch 74 done. Time per epoch: 232.948[s] Speed: 130.5[samples/s]
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2024-05-13 19:46:51 transreid.train INFO: Epoch 75 done. Time per epoch: 233.535[s] Speed: 129.9[samples/s]
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2024-05-13 19:54:40 transreid.train INFO: Epoch 77 done. Time per epoch: 234.514[s] Speed: 129.4[samples/s]
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2024-05-13 19:58:32 transreid.train INFO: Epoch 78 done. Time per epoch: 232.544[s] Speed: 130.5[samples/s]
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2024-05-13 20:02:25 transreid.train INFO: Epoch 79 done. Time per epoch: 232.474[s] Speed: 130.2[samples/s]
2024-05-13 20:02:32 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.013, Acc: 1.000, Base Lr: 2.01e-03
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2024-05-13 20:06:16 transreid.train INFO: Epoch 80 done. Time per epoch: 231.307[s] Speed: 130.3[samples/s]
2024-05-13 20:12:05 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 20:12:05 transreid.train INFO: mAP: 56.0%
2024-05-13 20:12:05 transreid.train INFO: CMC curve, Rank-1  :78.4%
2024-05-13 20:12:05 transreid.train INFO: CMC curve, Rank-5  :88.7%
2024-05-13 20:12:05 transreid.train INFO: CMC curve, Rank-10 :91.6%
2024-05-13 20:12:13 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.036, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-13 20:15:57 transreid.train INFO: Epoch 81 done. Time per epoch: 232.269[s] Speed: 130.9[samples/s]
2024-05-13 20:16:05 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.015, Acc: 0.998, Base Lr: 1.83e-03
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2024-05-13 20:46:58 transreid.train INFO: Epoch 89 done. Time per epoch: 232.653[s] Speed: 130.4[samples/s]
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2024-05-13 20:50:52 transreid.train INFO: Epoch 90 done. Time per epoch: 233.310[s] Speed: 130.0[samples/s]
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2024-05-13 20:54:45 transreid.train INFO: Epoch 91 done. Time per epoch: 232.972[s] Speed: 129.9[samples/s]
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2024-05-13 21:02:32 transreid.train INFO: Epoch 93 done. Time per epoch: 232.474[s] Speed: 130.8[samples/s]
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2024-05-13 21:14:11 transreid.train INFO: Epoch 96 done. Time per epoch: 232.896[s] Speed: 130.3[samples/s]
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2024-05-13 21:21:55 transreid.train INFO: Epoch 98 done. Time per epoch: 231.265[s] Speed: 130.1[samples/s]
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2024-05-13 21:25:48 transreid.train INFO: Epoch 99 done. Time per epoch: 232.841[s] Speed: 130.3[samples/s]
2024-05-13 21:25:55 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.015, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-13 21:29:41 transreid.train INFO: Epoch 100 done. Time per epoch: 233.454[s] Speed: 129.9[samples/s]
2024-05-13 21:35:33 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 21:35:33 transreid.train INFO: mAP: 57.5%
2024-05-13 21:35:33 transreid.train INFO: CMC curve, Rank-1  :79.3%
2024-05-13 21:35:33 transreid.train INFO: CMC curve, Rank-5  :89.0%
2024-05-13 21:35:33 transreid.train INFO: CMC curve, Rank-10 :91.8%
2024-05-13 21:35:41 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.017, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-13 21:43:19 transreid.train INFO: Epoch 102 done. Time per epoch: 233.445[s] Speed: 129.4[samples/s]
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2024-05-13 21:47:13 transreid.train INFO: Epoch 103 done. Time per epoch: 233.749[s] Speed: 129.8[samples/s]
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2024-05-13 22:10:24 transreid.train INFO: Epoch 109 done. Time per epoch: 233.219[s] Speed: 129.8[samples/s]
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2024-05-13 22:22:05 transreid.train INFO: Epoch 112 done. Time per epoch: 232.499[s] Speed: 129.9[samples/s]
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2024-05-13 22:26:00 transreid.train INFO: Epoch 113 done. Time per epoch: 235.181[s] Speed: 129.3[samples/s]
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2024-05-13 22:33:45 transreid.train INFO: Epoch 115 done. Time per epoch: 232.023[s] Speed: 130.5[samples/s]
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2024-05-13 22:37:37 transreid.train INFO: Epoch 116 done. Time per epoch: 232.471[s] Speed: 130.2[samples/s]
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2024-05-13 22:45:23 transreid.train INFO: Epoch 118 done. Time per epoch: 232.910[s] Speed: 130.5[samples/s]
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2024-05-13 22:49:18 transreid.train INFO: Epoch 119 done. Time per epoch: 234.429[s] Speed: 129.4[samples/s]
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2024-05-13 22:52:24 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 22:52:29 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-13 22:52:44 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 22:52:48 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 22:52:53 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 22:52:58 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-13 22:53:03 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-13 22:53:10 transreid.train INFO: Epoch 120 done. Time per epoch: 232.523[s] Speed: 130.5[samples/s]
2024-05-13 22:59:05 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 22:59:05 transreid.train INFO: mAP: 58.1%
2024-05-13 22:59:05 transreid.train INFO: CMC curve, Rank-1  :80.1%
2024-05-13 22:59:05 transreid.train INFO: CMC curve, Rank-5  :89.4%
2024-05-13 22:59:05 transreid.train INFO: CMC curve, Rank-10 :92.1%
