2024-04-30 23:36:31 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet18_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 23:36:31 transreid INFO: Loaded configuration file configs/msmt17/resnet18.yml
2024-04-30 23:36:31 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: 4
  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: resnet18
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet18.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/resnet18_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: 
2024-04-30 23:36:32 transreid.check INFO: Dataset statistics:
2024-04-30 23:36:32 transreid.check INFO:   ----------------------------------------
2024-04-30 23:36:32 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 23:36:32 transreid.check INFO:   ----------------------------------------
2024-04-30 23:36:32 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 23:36:32 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 23:36:32 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 23:36:32 transreid.check INFO:   ----------------------------------------
2024-04-30 23:36:34 transreid INFO: ===========using cosine learning rate=======
2024-04-30 23:36:34 transreid.train INFO: start training
2024-04-30 23:36:43 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.989, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:36:45 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.913, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:36:47 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.874, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:49 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.819, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:51 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.751, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:53 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.701, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:55 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.661, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:57 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.623, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:36:58 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.597, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:37:00 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.575, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:37:02 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.553, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 23:38:36 transreid.train INFO: Epoch 1 done. Time per epoch: 121.668[s] Speed: 249.9[samples/s]
2024-04-30 23:38:39 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.897, Acc: 0.014, Base Lr: 8.72e-04
2024-04-30 23:38:42 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.923, Acc: 0.009, Base Lr: 8.72e-04
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2024-04-30 23:39:01 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 8.829, Acc: 0.022, Base Lr: 8.72e-04
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2024-04-30 23:40:59 transreid.train INFO: Epoch 2 done. Time per epoch: 143.684[s] Speed: 211.6[samples/s]
2024-04-30 23:41:03 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.155, Acc: 0.039, Base Lr: 1.27e-03
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2024-04-30 23:52:56 transreid.train INFO: Epoch 7 done. Time per epoch: 143.192[s] Speed: 211.9[samples/s]
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2024-04-30 23:55:19 transreid.train INFO: Epoch 8 done. Time per epoch: 143.156[s] Speed: 211.5[samples/s]
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2024-05-01 00:02:29 transreid.train INFO: Epoch 11 done. Time per epoch: 142.796[s] Speed: 211.5[samples/s]
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2024-05-01 00:09:38 transreid.train INFO: Epoch 14 done. Time per epoch: 143.514[s] Speed: 211.4[samples/s]
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2024-05-01 00:12:01 transreid.train INFO: Epoch 15 done. Time per epoch: 143.057[s] Speed: 211.6[samples/s]
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2024-05-01 00:14:24 transreid.train INFO: Epoch 16 done. Time per epoch: 142.837[s] Speed: 212.4[samples/s]
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2024-05-01 00:16:48 transreid.train INFO: Epoch 17 done. Time per epoch: 143.515[s] Speed: 211.4[samples/s]
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2024-05-01 00:19:11 transreid.train INFO: Epoch 18 done. Time per epoch: 143.008[s] Speed: 212.1[samples/s]
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2024-05-01 00:21:34 transreid.train INFO: Epoch 19 done. Time per epoch: 143.682[s] Speed: 211.1[samples/s]
2024-05-01 00:21:38 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 1.042, Acc: 0.839, Base Lr: 7.47e-03
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2024-05-01 00:23:58 transreid.train INFO: Epoch 20 done. Time per epoch: 143.589[s] Speed: 211.3[samples/s]
2024-05-01 00:28:16 transreid.train INFO: Validation Results - Epoch: 20
2024-05-01 00:28:16 transreid.train INFO: mAP: 25.3%
2024-05-01 00:28:16 transreid.train INFO: CMC curve, Rank-1  :51.7%
2024-05-01 00:28:16 transreid.train INFO: CMC curve, Rank-5  :68.4%
2024-05-01 00:28:16 transreid.train INFO: CMC curve, Rank-10 :75.2%
2024-05-01 00:28:21 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 1.029, Acc: 0.852, Base Lr: 7.41e-03
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2024-05-01 00:30:41 transreid.train INFO: Epoch 21 done. Time per epoch: 145.202[s] Speed: 208.9[samples/s]
2024-05-01 00:30:47 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.941, Acc: 0.902, Base Lr: 7.36e-03
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2024-05-01 00:37:56 transreid.train INFO: Epoch 24 done. Time per epoch: 144.891[s] Speed: 209.4[samples/s]
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2024-05-01 00:42:48 transreid.train INFO: Epoch 26 done. Time per epoch: 145.817[s] Speed: 208.5[samples/s]
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2024-05-01 00:45:13 transreid.train INFO: Epoch 27 done. Time per epoch: 145.140[s] Speed: 209.5[samples/s]
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2024-05-01 00:47:38 transreid.train INFO: Epoch 28 done. Time per epoch: 145.064[s] Speed: 208.7[samples/s]
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2024-05-01 00:50:03 transreid.train INFO: Epoch 29 done. Time per epoch: 145.466[s] Speed: 208.1[samples/s]
2024-05-01 00:50:08 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.535, Acc: 0.956, Base Lr: 6.83e-03
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2024-05-01 00:52:28 transreid.train INFO: Epoch 30 done. Time per epoch: 144.834[s] Speed: 209.5[samples/s]
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2024-05-01 00:54:53 transreid.train INFO: Epoch 31 done. Time per epoch: 144.530[s] Speed: 209.5[samples/s]
2024-05-01 00:54:58 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.450, Acc: 0.959, Base Lr: 6.68e-03
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2024-05-01 00:57:18 transreid.train INFO: Epoch 32 done. Time per epoch: 145.185[s] Speed: 209.4[samples/s]
2024-05-01 00:57:23 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.470, Acc: 0.959, Base Lr: 6.60e-03
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2024-05-01 00:59:43 transreid.train INFO: Epoch 33 done. Time per epoch: 145.498[s] Speed: 208.5[samples/s]
2024-05-01 00:59:48 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.431, Acc: 0.961, Base Lr: 6.52e-03
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2024-05-01 01:02:08 transreid.train INFO: Epoch 34 done. Time per epoch: 145.059[s] Speed: 208.7[samples/s]
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2024-05-01 01:04:34 transreid.train INFO: Epoch 35 done. Time per epoch: 145.238[s] Speed: 209.3[samples/s]
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2024-05-01 01:06:58 transreid.train INFO: Epoch 36 done. Time per epoch: 144.945[s] Speed: 208.4[samples/s]
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2024-05-01 01:09:24 transreid.train INFO: Epoch 37 done. Time per epoch: 145.496[s] Speed: 208.5[samples/s]
2024-05-01 01:09:29 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.316, Acc: 0.963, Base Lr: 6.18e-03
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2024-05-01 01:11:49 transreid.train INFO: Epoch 38 done. Time per epoch: 144.756[s] Speed: 209.6[samples/s]
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2024-05-01 01:14:15 transreid.train INFO: Epoch 39 done. Time per epoch: 145.805[s] Speed: 208.1[samples/s]
2024-05-01 01:14:21 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.395, Acc: 0.966, Base Lr: 6.00e-03
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2024-05-01 01:16:42 transreid.train INFO: Epoch 40 done. Time per epoch: 147.046[s] Speed: 206.7[samples/s]
2024-05-01 01:20:56 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 01:20:56 transreid.train INFO: mAP: 33.6%
2024-05-01 01:20:56 transreid.train INFO: CMC curve, Rank-1  :60.3%
2024-05-01 01:20:56 transreid.train INFO: CMC curve, Rank-5  :75.7%
2024-05-01 01:20:56 transreid.train INFO: CMC curve, Rank-10 :81.1%
2024-05-01 01:21:02 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.262, Acc: 0.986, Base Lr: 5.91e-03
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2024-05-01 01:23:22 transreid.train INFO: Epoch 41 done. Time per epoch: 146.697[s] Speed: 207.2[samples/s]
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2024-05-01 01:25:49 transreid.train INFO: Epoch 42 done. Time per epoch: 146.386[s] Speed: 207.2[samples/s]
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2024-05-01 01:28:15 transreid.train INFO: Epoch 43 done. Time per epoch: 145.792[s] Speed: 208.1[samples/s]
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2024-05-01 01:30:41 transreid.train INFO: Epoch 44 done. Time per epoch: 146.592[s] Speed: 207.4[samples/s]
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2024-05-01 01:33:07 transreid.train INFO: Epoch 45 done. Time per epoch: 145.910[s] Speed: 207.5[samples/s]
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2024-05-01 01:35:32 transreid.train INFO: Epoch 46 done. Time per epoch: 145.298[s] Speed: 208.3[samples/s]
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2024-05-01 01:37:58 transreid.train INFO: Epoch 47 done. Time per epoch: 145.593[s] Speed: 207.5[samples/s]
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2024-05-01 01:40:23 transreid.train INFO: Epoch 48 done. Time per epoch: 144.525[s] Speed: 208.1[samples/s]
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2024-05-01 01:42:56 transreid.train INFO: Epoch 49 done. Time per epoch: 153.540[s] Speed: 197.2[samples/s]
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2024-05-01 01:45:34 transreid.train INFO: Epoch 50 done. Time per epoch: 157.835[s] Speed: 191.8[samples/s]
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2024-05-01 01:47:38 transreid.train INFO: Epoch 51 done. Time per epoch: 124.020[s] Speed: 246.2[samples/s]
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2024-05-01 01:49:20 transreid.train INFO: Epoch 52 done. Time per epoch: 101.708[s] Speed: 298.9[samples/s]
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2024-05-01 01:54:12 transreid.train INFO: Epoch 54 done. Time per epoch: 146.732[s] Speed: 208.1[samples/s]
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2024-05-01 01:56:37 transreid.train INFO: Epoch 55 done. Time per epoch: 144.554[s] Speed: 209.0[samples/s]
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2024-05-01 01:59:02 transreid.train INFO: Epoch 56 done. Time per epoch: 144.913[s] Speed: 208.5[samples/s]
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2024-05-01 02:03:53 transreid.train INFO: Epoch 58 done. Time per epoch: 144.642[s] Speed: 209.3[samples/s]
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2024-05-01 02:06:19 transreid.train INFO: Epoch 59 done. Time per epoch: 146.023[s] Speed: 208.2[samples/s]
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2024-05-01 02:08:43 transreid.train INFO: Epoch 60 done. Time per epoch: 144.363[s] Speed: 209.3[samples/s]
2024-05-01 02:13:10 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 02:13:10 transreid.train INFO: mAP: 37.3%
2024-05-01 02:13:10 transreid.train INFO: CMC curve, Rank-1  :63.9%
2024-05-01 02:13:10 transreid.train INFO: CMC curve, Rank-5  :79.1%
2024-05-01 02:13:10 transreid.train INFO: CMC curve, Rank-10 :84.2%
2024-05-01 02:13:16 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.107, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-01 02:15:35 transreid.train INFO: Epoch 61 done. Time per epoch: 144.661[s] Speed: 209.7[samples/s]
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2024-05-01 02:18:01 transreid.train INFO: Epoch 62 done. Time per epoch: 145.882[s] Speed: 206.6[samples/s]
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2024-05-01 02:22:52 transreid.train INFO: Epoch 64 done. Time per epoch: 146.349[s] Speed: 207.3[samples/s]
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2024-05-01 02:37:21 transreid.train INFO: Epoch 70 done. Time per epoch: 145.164[s] Speed: 208.5[samples/s]
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2024-05-01 02:47:21 transreid.train INFO: Epoch 74 done. Time per epoch: 156.421[s] Speed: 194.3[samples/s]
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2024-05-01 02:58:18 transreid.train INFO: Epoch 79 done. Time per epoch: 143.501[s] Speed: 211.0[samples/s]
2024-05-01 02:58:24 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.083, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-01 03:00:42 transreid.train INFO: Epoch 80 done. Time per epoch: 144.289[s] Speed: 208.9[samples/s]
2024-05-01 03:04:59 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 03:04:59 transreid.train INFO: mAP: 40.0%
2024-05-01 03:04:59 transreid.train INFO: CMC curve, Rank-1  :66.7%
2024-05-01 03:04:59 transreid.train INFO: CMC curve, Rank-5  :81.2%
2024-05-01 03:04:59 transreid.train INFO: CMC curve, Rank-10 :85.8%
2024-05-01 03:05:04 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.086, Acc: 0.994, Base Lr: 1.92e-03
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2024-05-01 03:07:24 transreid.train INFO: Epoch 81 done. Time per epoch: 145.170[s] Speed: 209.4[samples/s]
2024-05-01 03:07:30 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.109, Acc: 0.992, Base Lr: 1.83e-03
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2024-05-01 03:26:37 transreid.train INFO: Epoch 89 done. Time per epoch: 145.242[s] Speed: 208.9[samples/s]
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2024-05-01 03:29:01 transreid.train INFO: Epoch 90 done. Time per epoch: 143.929[s] Speed: 210.8[samples/s]
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2024-05-01 03:36:15 transreid.train INFO: Epoch 93 done. Time per epoch: 144.237[s] Speed: 210.8[samples/s]
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2024-05-01 03:43:28 transreid.train INFO: Epoch 96 done. Time per epoch: 143.732[s] Speed: 211.1[samples/s]
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2024-05-01 03:50:40 transreid.train INFO: Epoch 99 done. Time per epoch: 144.285[s] Speed: 210.3[samples/s]
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2024-05-01 03:53:05 transreid.train INFO: Epoch 100 done. Time per epoch: 145.202[s] Speed: 208.9[samples/s]
2024-05-01 03:57:26 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 03:57:26 transreid.train INFO: mAP: 40.5%
2024-05-01 03:57:26 transreid.train INFO: CMC curve, Rank-1  :67.1%
2024-05-01 03:57:26 transreid.train INFO: CMC curve, Rank-5  :81.7%
2024-05-01 03:57:26 transreid.train INFO: CMC curve, Rank-10 :85.9%
2024-05-01 03:57:33 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.055, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-01 04:18:02 transreid.train INFO: Epoch 109 done. Time per epoch: 144.441[s] Speed: 209.6[samples/s]
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2024-05-01 04:20:26 transreid.train INFO: Epoch 110 done. Time per epoch: 144.612[s] Speed: 209.3[samples/s]
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2024-05-01 04:22:49 transreid.train INFO: Epoch 111 done. Time per epoch: 143.121[s] Speed: 211.5[samples/s]
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2024-05-01 04:25:13 transreid.train INFO: Epoch 112 done. Time per epoch: 143.502[s] Speed: 210.5[samples/s]
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2024-05-01 04:27:37 transreid.train INFO: Epoch 113 done. Time per epoch: 143.818[s] Speed: 211.4[samples/s]
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2024-05-01 04:32:27 transreid.train INFO: Epoch 115 done. Time per epoch: 145.654[s] Speed: 207.8[samples/s]
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2024-05-01 04:34:49 transreid.train INFO: Epoch 116 done. Time per epoch: 141.994[s] Speed: 213.2[samples/s]
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2024-05-01 04:39:40 transreid.train INFO: Epoch 118 done. Time per epoch: 145.244[s] Speed: 209.3[samples/s]
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2024-05-01 04:42:03 transreid.train INFO: Epoch 119 done. Time per epoch: 143.191[s] Speed: 211.9[samples/s]
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2024-05-01 04:44:27 transreid.train INFO: Epoch 120 done. Time per epoch: 143.486[s] Speed: 211.4[samples/s]
2024-05-01 04:48:30 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 04:48:30 transreid.train INFO: mAP: 40.8%
2024-05-01 04:48:30 transreid.train INFO: CMC curve, Rank-1  :67.6%
2024-05-01 04:48:30 transreid.train INFO: CMC curve, Rank-5  :81.9%
2024-05-01 04:48:30 transreid.train INFO: CMC curve, Rank-10 :86.2%
