2024-04-29 21:25:58 transreid INFO: Saving model in the path :log/transreid/msmt17/RepViT_m1_5_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 21:25:58 transreid INFO: Loaded configuration file configs/msmt17/repvit_m1_5.yml
2024-04-29 21:25:58 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: repvit_m1_5
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m1_5_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_5_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 21:25:59 transreid.check INFO: Dataset statistics:
2024-04-29 21:25:59 transreid.check INFO:   ----------------------------------------
2024-04-29 21:25:59 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 21:25:59 transreid.check INFO:   ----------------------------------------
2024-04-29 21:25:59 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 21:25:59 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 21:25:59 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 21:25:59 transreid.check INFO:   ----------------------------------------
2024-04-29 21:26:01 transreid INFO: ===========using cosine learning rate=======
2024-04-29 21:26:01 transreid.train INFO: start training
2024-04-29 21:26:08 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.851, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:13 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.831, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:18 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.922, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:22 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.949, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:27 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 10.901, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:31 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 10.873, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:36 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 10.870, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:41 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 10.844, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:45 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 10.828, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:50 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 10.829, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 21:26:55 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 10.814, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:26:59 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 10.788, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:04 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 10.766, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:27:13 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 10.741, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 21:27:18 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 10.718, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:29:26 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 10.400, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 21:29:42 transreid.train INFO: Epoch 1 done. Time per epoch: 221.240[s] Speed: 137.4[samples/s]
2024-04-29 21:29:47 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.940, Acc: 0.000, Base Lr: 8.72e-04
2024-04-29 21:29:52 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.889, Acc: 0.000, Base Lr: 8.72e-04
2024-04-29 21:29:57 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 9.871, Acc: 0.001, Base Lr: 8.72e-04
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2024-04-29 21:30:06 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 9.832, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 21:30:10 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 9.765, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:30:15 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 9.781, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 21:30:19 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 9.721, Acc: 0.002, Base Lr: 8.72e-04
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2024-04-29 21:33:20 transreid.train INFO: Epoch 2 done. Time per epoch: 217.713[s] Speed: 139.6[samples/s]
2024-04-29 21:33:25 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.346, Acc: 0.016, Base Lr: 1.27e-03
2024-04-29 21:33:30 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 8.345, Acc: 0.009, Base Lr: 1.27e-03
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2024-04-29 21:40:34 transreid.train INFO: Epoch 4 done. Time per epoch: 217.968[s] Speed: 138.9[samples/s]
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2024-04-29 21:44:09 transreid.train INFO: Epoch 5 done. Time per epoch: 215.419[s] Speed: 140.5[samples/s]
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2024-04-29 21:51:20 transreid.train INFO: Epoch 7 done. Time per epoch: 215.202[s] Speed: 141.0[samples/s]
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2024-04-29 21:54:58 transreid.train INFO: Epoch 8 done. Time per epoch: 218.273[s] Speed: 138.7[samples/s]
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2024-04-29 22:02:14 transreid.train INFO: Epoch 10 done. Time per epoch: 218.245[s] Speed: 139.3[samples/s]
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2024-04-29 22:05:51 transreid.train INFO: Epoch 11 done. Time per epoch: 216.838[s] Speed: 139.3[samples/s]
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2024-04-29 22:09:29 transreid.train INFO: Epoch 12 done. Time per epoch: 218.818[s] Speed: 138.9[samples/s]
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2024-04-29 22:16:48 transreid.train INFO: Epoch 14 done. Time per epoch: 220.460[s] Speed: 137.6[samples/s]
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2024-04-29 22:20:26 transreid.train INFO: Epoch 15 done. Time per epoch: 218.051[s] Speed: 138.8[samples/s]
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2024-04-29 22:27:45 transreid.train INFO: Epoch 17 done. Time per epoch: 219.994[s] Speed: 137.9[samples/s]
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2024-04-29 22:31:27 transreid.train INFO: Epoch 18 done. Time per epoch: 221.909[s] Speed: 136.7[samples/s]
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2024-04-29 22:35:08 transreid.train INFO: Epoch 19 done. Time per epoch: 220.785[s] Speed: 137.4[samples/s]
2024-04-29 22:35:13 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 1.402, Acc: 0.822, Base Lr: 7.47e-03
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2024-04-29 22:38:49 transreid.train INFO: Epoch 20 done. Time per epoch: 221.592[s] Speed: 136.9[samples/s]
2024-04-29 22:43:12 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 22:43:12 transreid.train INFO: mAP: 17.7%
2024-04-29 22:43:12 transreid.train INFO: CMC curve, Rank-1  :39.8%
2024-04-29 22:43:12 transreid.train INFO: CMC curve, Rank-5  :56.1%
2024-04-29 22:43:12 transreid.train INFO: CMC curve, Rank-10 :63.1%
2024-04-29 22:43:18 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 1.236, Acc: 0.875, Base Lr: 7.41e-03
2024-04-29 22:43:23 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 1.205, Acc: 0.870, Base Lr: 7.41e-03
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2024-04-29 22:46:51 transreid.train INFO: Epoch 21 done. Time per epoch: 218.289[s] Speed: 139.0[samples/s]
2024-04-29 22:46:57 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 1.141, Acc: 0.884, Base Lr: 7.36e-03
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2024-04-29 22:50:32 transreid.train INFO: Epoch 22 done. Time per epoch: 221.702[s] Speed: 136.3[samples/s]
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2024-04-29 22:54:17 transreid.train INFO: Epoch 23 done. Time per epoch: 224.516[s] Speed: 135.1[samples/s]
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2024-04-29 22:58:00 transreid.train INFO: Epoch 24 done. Time per epoch: 223.597[s] Speed: 135.7[samples/s]
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2024-04-29 23:05:27 transreid.train INFO: Epoch 26 done. Time per epoch: 222.976[s] Speed: 136.3[samples/s]
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2024-04-29 23:09:10 transreid.train INFO: Epoch 27 done. Time per epoch: 223.121[s] Speed: 136.2[samples/s]
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2024-04-29 23:12:52 transreid.train INFO: Epoch 28 done. Time per epoch: 222.462[s] Speed: 136.1[samples/s]
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2024-04-29 23:16:35 transreid.train INFO: Epoch 29 done. Time per epoch: 222.627[s] Speed: 136.0[samples/s]
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2024-04-29 23:20:17 transreid.train INFO: Epoch 30 done. Time per epoch: 222.319[s] Speed: 136.5[samples/s]
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2024-04-29 23:23:57 transreid.train INFO: Epoch 31 done. Time per epoch: 220.116[s] Speed: 137.5[samples/s]
2024-04-29 23:24:03 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.610, Acc: 0.953, Base Lr: 6.68e-03
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2024-04-29 23:27:41 transreid.train INFO: Epoch 32 done. Time per epoch: 223.689[s] Speed: 135.9[samples/s]
2024-04-29 23:27:47 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.570, Acc: 0.969, Base Lr: 6.60e-03
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2024-04-29 23:31:28 transreid.train INFO: Epoch 33 done. Time per epoch: 226.692[s] Speed: 133.8[samples/s]
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2024-04-29 23:35:12 transreid.train INFO: Epoch 34 done. Time per epoch: 224.468[s] Speed: 134.9[samples/s]
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2024-04-29 23:38:56 transreid.train INFO: Epoch 35 done. Time per epoch: 223.648[s] Speed: 135.9[samples/s]
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2024-04-29 23:42:39 transreid.train INFO: Epoch 36 done. Time per epoch: 222.732[s] Speed: 135.6[samples/s]
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2024-04-29 23:46:24 transreid.train INFO: Epoch 37 done. Time per epoch: 225.748[s] Speed: 134.4[samples/s]
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2024-04-29 23:50:10 transreid.train INFO: Epoch 38 done. Time per epoch: 225.992[s] Speed: 134.2[samples/s]
2024-04-29 23:50:16 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.368, Acc: 0.986, Base Lr: 6.09e-03
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2024-04-29 23:53:54 transreid.train INFO: Epoch 39 done. Time per epoch: 224.188[s] Speed: 135.3[samples/s]
2024-04-29 23:54:01 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.468, Acc: 0.981, Base Lr: 6.00e-03
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2024-04-29 23:57:39 transreid.train INFO: Epoch 40 done. Time per epoch: 224.617[s] Speed: 135.3[samples/s]
2024-04-30 00:01:57 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 00:01:57 transreid.train INFO: mAP: 27.4%
2024-04-30 00:01:57 transreid.train INFO: CMC curve, Rank-1  :52.5%
2024-04-30 00:01:57 transreid.train INFO: CMC curve, Rank-5  :69.5%
2024-04-30 00:01:57 transreid.train INFO: CMC curve, Rank-10 :76.0%
2024-04-30 00:02:04 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.359, Acc: 0.988, Base Lr: 5.91e-03
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2024-04-30 00:05:39 transreid.train INFO: Epoch 41 done. Time per epoch: 222.146[s] Speed: 136.8[samples/s]
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2024-04-30 00:09:25 transreid.train INFO: Epoch 42 done. Time per epoch: 225.260[s] Speed: 134.7[samples/s]
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2024-04-30 00:13:08 transreid.train INFO: Epoch 43 done. Time per epoch: 222.902[s] Speed: 136.1[samples/s]
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2024-04-30 00:16:52 transreid.train INFO: Epoch 44 done. Time per epoch: 224.981[s] Speed: 135.1[samples/s]
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2024-04-30 00:20:35 transreid.train INFO: Epoch 45 done. Time per epoch: 222.691[s] Speed: 135.9[samples/s]
2024-04-30 00:20:42 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.338, Acc: 0.981, Base Lr: 5.44e-03
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2024-04-30 00:24:19 transreid.train INFO: Epoch 46 done. Time per epoch: 223.732[s] Speed: 135.3[samples/s]
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2024-04-30 00:28:06 transreid.train INFO: Epoch 47 done. Time per epoch: 226.703[s] Speed: 133.2[samples/s]
2024-04-30 00:28:13 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.328, Acc: 0.984, Base Lr: 5.24e-03
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2024-04-30 00:31:49 transreid.train INFO: Epoch 48 done. Time per epoch: 223.809[s] Speed: 134.4[samples/s]
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2024-04-30 00:35:35 transreid.train INFO: Epoch 49 done. Time per epoch: 225.241[s] Speed: 134.4[samples/s]
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2024-04-30 00:39:22 transreid.train INFO: Epoch 50 done. Time per epoch: 226.998[s] Speed: 133.4[samples/s]
2024-04-30 00:39:29 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.245, Acc: 0.989, Base Lr: 4.94e-03
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2024-04-30 00:43:08 transreid.train INFO: Epoch 51 done. Time per epoch: 226.662[s] Speed: 134.7[samples/s]
2024-04-30 00:43:16 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.295, Acc: 0.981, Base Lr: 4.84e-03
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2024-04-30 00:46:57 transreid.train INFO: Epoch 52 done. Time per epoch: 229.089[s] Speed: 132.7[samples/s]
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2024-04-30 00:50:42 transreid.train INFO: Epoch 53 done. Time per epoch: 224.941[s] Speed: 134.9[samples/s]
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2024-04-30 00:54:29 transreid.train INFO: Epoch 54 done. Time per epoch: 226.377[s] Speed: 134.9[samples/s]
2024-04-30 00:54:36 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.209, Acc: 0.995, Base Lr: 4.53e-03
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2024-04-30 00:58:11 transreid.train INFO: Epoch 55 done. Time per epoch: 222.234[s] Speed: 135.9[samples/s]
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2024-04-30 01:01:54 transreid.train INFO: Epoch 56 done. Time per epoch: 223.330[s] Speed: 135.3[samples/s]
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2024-04-30 01:09:23 transreid.train INFO: Epoch 58 done. Time per epoch: 223.141[s] Speed: 135.7[samples/s]
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2024-04-30 01:13:07 transreid.train INFO: Epoch 59 done. Time per epoch: 223.966[s] Speed: 135.7[samples/s]
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2024-04-30 01:16:48 transreid.train INFO: Epoch 60 done. Time per epoch: 220.360[s] Speed: 137.1[samples/s]
2024-04-30 01:21:07 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 01:21:07 transreid.train INFO: mAP: 31.3%
2024-04-30 01:21:07 transreid.train INFO: CMC curve, Rank-1  :57.1%
2024-04-30 01:21:07 transreid.train INFO: CMC curve, Rank-5  :73.8%
2024-04-30 01:21:07 transreid.train INFO: CMC curve, Rank-10 :79.4%
2024-04-30 01:21:15 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.197, Acc: 0.994, Base Lr: 3.90e-03
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2024-04-30 01:24:47 transreid.train INFO: Epoch 61 done. Time per epoch: 219.071[s] Speed: 138.5[samples/s]
2024-04-30 01:24:54 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.180, Acc: 0.997, Base Lr: 3.80e-03
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2024-04-30 01:28:26 transreid.train INFO: Epoch 62 done. Time per epoch: 218.756[s] Speed: 137.8[samples/s]
2024-04-30 01:28:32 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.163, Acc: 0.997, Base Lr: 3.69e-03
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2024-04-30 01:35:48 transreid.train INFO: Epoch 64 done. Time per epoch: 221.148[s] Speed: 137.2[samples/s]
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2024-04-30 01:39:27 transreid.train INFO: Epoch 65 done. Time per epoch: 219.315[s] Speed: 138.0[samples/s]
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2024-04-30 01:43:06 transreid.train INFO: Epoch 66 done. Time per epoch: 218.749[s] Speed: 138.7[samples/s]
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2024-04-30 01:46:44 transreid.train INFO: Epoch 67 done. Time per epoch: 218.356[s] Speed: 138.9[samples/s]
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2024-04-30 01:50:23 transreid.train INFO: Epoch 68 done. Time per epoch: 218.907[s] Speed: 138.3[samples/s]
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2024-04-30 01:54:04 transreid.train INFO: Epoch 69 done. Time per epoch: 220.689[s] Speed: 137.5[samples/s]
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2024-04-30 01:57:45 transreid.train INFO: Epoch 70 done. Time per epoch: 220.893[s] Speed: 137.0[samples/s]
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2024-04-30 02:01:26 transreid.train INFO: Epoch 71 done. Time per epoch: 221.143[s] Speed: 137.2[samples/s]
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2024-04-30 02:31:21 transreid.train INFO: Epoch 79 done. Time per epoch: 218.393[s] Speed: 138.6[samples/s]
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2024-04-30 02:34:58 transreid.train INFO: Epoch 80 done. Time per epoch: 217.015[s] Speed: 138.9[samples/s]
2024-04-30 02:39:23 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 02:39:23 transreid.train INFO: mAP: 33.8%
2024-04-30 02:39:23 transreid.train INFO: CMC curve, Rank-1  :60.8%
2024-04-30 02:39:23 transreid.train INFO: CMC curve, Rank-5  :76.3%
2024-04-30 02:39:23 transreid.train INFO: CMC curve, Rank-10 :81.8%
2024-04-30 02:39:30 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.107, Acc: 0.997, Base Lr: 1.92e-03
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2024-04-30 02:42:55 transreid.train INFO: Epoch 81 done. Time per epoch: 211.977[s] Speed: 143.4[samples/s]
2024-04-30 02:43:02 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.077, Acc: 1.000, Base Lr: 1.83e-03
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2024-04-30 03:15:19 transreid.train INFO: Epoch 90 done. Time per epoch: 215.537[s] Speed: 140.7[samples/s]
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2024-04-30 03:22:35 transreid.train INFO: Epoch 92 done. Time per epoch: 219.292[s] Speed: 138.9[samples/s]
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2024-04-30 03:26:14 transreid.train INFO: Epoch 93 done. Time per epoch: 218.717[s] Speed: 139.0[samples/s]
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2024-04-30 03:29:52 transreid.train INFO: Epoch 94 done. Time per epoch: 217.889[s] Speed: 139.2[samples/s]
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2024-04-30 03:37:15 transreid.train INFO: Epoch 96 done. Time per epoch: 221.229[s] Speed: 137.1[samples/s]
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2024-04-30 03:40:58 transreid.train INFO: Epoch 97 done. Time per epoch: 222.292[s] Speed: 135.9[samples/s]
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2024-04-30 03:44:42 transreid.train INFO: Epoch 98 done. Time per epoch: 224.612[s] Speed: 133.9[samples/s]
2024-04-30 03:44:49 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.068, Acc: 1.000, Base Lr: 6.04e-04
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2024-04-30 03:48:26 transreid.train INFO: Epoch 99 done. Time per epoch: 223.457[s] Speed: 135.8[samples/s]
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2024-04-30 03:52:11 transreid.train INFO: Epoch 100 done. Time per epoch: 225.604[s] Speed: 134.5[samples/s]
2024-04-30 03:56:26 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 03:56:26 transreid.train INFO: mAP: 34.4%
2024-04-30 03:56:26 transreid.train INFO: CMC curve, Rank-1  :61.0%
2024-04-30 03:56:26 transreid.train INFO: CMC curve, Rank-5  :76.7%
2024-04-30 03:56:26 transreid.train INFO: CMC curve, Rank-10 :82.3%
2024-04-30 03:56:33 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.074, Acc: 0.998, Base Lr: 5.00e-04
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2024-04-30 04:03:57 transreid.train INFO: Epoch 102 done. Time per epoch: 226.822[s] Speed: 133.2[samples/s]
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2024-04-30 04:07:42 transreid.train INFO: Epoch 103 done. Time per epoch: 224.877[s] Speed: 134.9[samples/s]
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2024-04-30 04:19:05 transreid.train INFO: Epoch 106 done. Time per epoch: 225.092[s] Speed: 134.2[samples/s]
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2024-04-30 04:26:38 transreid.train INFO: Epoch 108 done. Time per epoch: 226.537[s] Speed: 133.6[samples/s]
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2024-04-30 04:30:23 transreid.train INFO: Epoch 109 done. Time per epoch: 225.158[s] Speed: 134.4[samples/s]
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2024-04-30 04:37:59 transreid.train INFO: Epoch 111 done. Time per epoch: 228.863[s] Speed: 132.3[samples/s]
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2024-04-30 04:41:46 transreid.train INFO: Epoch 112 done. Time per epoch: 227.372[s] Speed: 132.9[samples/s]
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2024-04-30 04:45:31 transreid.train INFO: Epoch 113 done. Time per epoch: 224.656[s] Speed: 135.3[samples/s]
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2024-04-30 04:49:17 transreid.train INFO: Epoch 114 done. Time per epoch: 226.150[s] Speed: 133.9[samples/s]
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2024-04-30 04:53:05 transreid.train INFO: Epoch 115 done. Time per epoch: 227.512[s] Speed: 133.1[samples/s]
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2024-04-30 04:56:52 transreid.train INFO: Epoch 116 done. Time per epoch: 227.379[s] Speed: 133.1[samples/s]
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2024-04-30 05:04:26 transreid.train INFO: Epoch 118 done. Time per epoch: 227.627[s] Speed: 133.6[samples/s]
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2024-04-30 05:08:12 transreid.train INFO: Epoch 119 done. Time per epoch: 226.219[s] Speed: 134.1[samples/s]
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2024-04-30 05:11:59 transreid.train INFO: Epoch 120 done. Time per epoch: 226.935[s] Speed: 133.7[samples/s]
2024-04-30 05:16:10 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 05:16:10 transreid.train INFO: mAP: 34.4%
2024-04-30 05:16:10 transreid.train INFO: CMC curve, Rank-1  :61.3%
2024-04-30 05:16:10 transreid.train INFO: CMC curve, Rank-5  :76.6%
2024-04-30 05:16:10 transreid.train INFO: CMC curve, Rank-10 :82.0%
