2024-05-02 13:59:27 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet18_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 13:59:27 transreid INFO: Loaded configuration file configs/msmt17/resnet18_ibn.yml
2024-05-02 13:59:27 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: 3
  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_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet18_ibn.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_ibn_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: 
2024-05-02 13:59:27 transreid.check INFO: Dataset statistics:
2024-05-02 13:59:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:59:27 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 13:59:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:59:27 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-02 13:59:27 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-02 13:59:27 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-02 13:59:27 transreid.check INFO:   ----------------------------------------
2024-05-02 13:59:29 transreid INFO: ===========using cosine learning rate=======
2024-05-02 13:59:29 transreid.train INFO: start training
2024-05-02 13:59:34 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.115, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 13:59:35 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.982, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:59:36 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.931, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:59:37 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.861, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-02 13:59:39 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.765, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-02 14:00:22 transreid.train INFO: Epoch 1 done. Time per epoch: 53.511[s] Speed: 568.1[samples/s]
2024-05-02 14:00:24 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.872, Acc: 0.022, Base Lr: 8.72e-04
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2024-05-02 14:00:29 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 8.817, Acc: 0.024, Base Lr: 8.72e-04
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2024-05-02 14:01:13 transreid.train INFO: Epoch 2 done. Time per epoch: 50.445[s] Speed: 602.6[samples/s]
2024-05-02 14:01:14 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.086, Acc: 0.048, Base Lr: 1.27e-03
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2024-05-02 14:13:58 transreid.train INFO: Epoch 10 done. Time per epoch: 98.313[s] Speed: 309.2[samples/s]
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2024-05-02 14:15:35 transreid.train INFO: Epoch 11 done. Time per epoch: 96.862[s] Speed: 311.9[samples/s]
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2024-05-02 14:17:13 transreid.train INFO: Epoch 12 done. Time per epoch: 98.278[s] Speed: 309.3[samples/s]
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2024-05-02 14:20:29 transreid.train INFO: Epoch 14 done. Time per epoch: 97.728[s] Speed: 310.4[samples/s]
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2024-05-02 14:22:07 transreid.train INFO: Epoch 15 done. Time per epoch: 98.095[s] Speed: 308.6[samples/s]
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2024-05-02 14:23:45 transreid.train INFO: Epoch 16 done. Time per epoch: 98.089[s] Speed: 309.3[samples/s]
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2024-05-02 14:25:23 transreid.train INFO: Epoch 17 done. Time per epoch: 98.321[s] Speed: 308.5[samples/s]
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2024-05-02 14:27:02 transreid.train INFO: Epoch 18 done. Time per epoch: 98.482[s] Speed: 308.0[samples/s]
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2024-05-02 14:28:39 transreid.train INFO: Epoch 19 done. Time per epoch: 97.481[s] Speed: 311.2[samples/s]
2024-05-02 14:28:42 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.983, Acc: 0.866, Base Lr: 7.47e-03
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2024-05-02 14:30:17 transreid.train INFO: Epoch 20 done. Time per epoch: 97.896[s] Speed: 309.9[samples/s]
2024-05-02 14:33:53 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 14:33:53 transreid.train INFO: mAP: 30.0%
2024-05-02 14:33:53 transreid.train INFO: CMC curve, Rank-1  :58.1%
2024-05-02 14:33:53 transreid.train INFO: CMC curve, Rank-5  :73.4%
2024-05-02 14:33:53 transreid.train INFO: CMC curve, Rank-10 :79.1%
2024-05-02 14:33:57 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.857, Acc: 0.889, Base Lr: 7.41e-03
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2024-05-02 14:35:32 transreid.train INFO: Epoch 21 done. Time per epoch: 98.489[s] Speed: 308.0[samples/s]
2024-05-02 14:35:36 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.822, Acc: 0.894, Base Lr: 7.36e-03
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2024-05-02 14:38:50 transreid.train INFO: Epoch 23 done. Time per epoch: 98.824[s] Speed: 307.0[samples/s]
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2024-05-02 14:40:28 transreid.train INFO: Epoch 24 done. Time per epoch: 98.451[s] Speed: 308.1[samples/s]
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2024-05-02 14:42:07 transreid.train INFO: Epoch 25 done. Time per epoch: 99.307[s] Speed: 306.1[samples/s]
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2024-05-02 14:43:47 transreid.train INFO: Epoch 26 done. Time per epoch: 99.758[s] Speed: 304.7[samples/s]
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2024-05-02 14:45:26 transreid.train INFO: Epoch 27 done. Time per epoch: 98.517[s] Speed: 308.6[samples/s]
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2024-05-02 14:47:04 transreid.train INFO: Epoch 28 done. Time per epoch: 98.870[s] Speed: 306.2[samples/s]
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2024-05-02 14:48:43 transreid.train INFO: Epoch 29 done. Time per epoch: 98.519[s] Speed: 307.3[samples/s]
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2024-05-02 14:50:22 transreid.train INFO: Epoch 30 done. Time per epoch: 98.993[s] Speed: 306.4[samples/s]
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2024-05-02 14:52:01 transreid.train INFO: Epoch 31 done. Time per epoch: 98.893[s] Speed: 306.1[samples/s]
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2024-05-02 14:53:40 transreid.train INFO: Epoch 32 done. Time per epoch: 99.186[s] Speed: 306.5[samples/s]
2024-05-02 14:53:44 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.359, Acc: 0.973, Base Lr: 6.60e-03
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2024-05-02 14:55:19 transreid.train INFO: Epoch 33 done. Time per epoch: 99.245[s] Speed: 305.7[samples/s]
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2024-05-02 14:56:59 transreid.train INFO: Epoch 34 done. Time per epoch: 99.363[s] Speed: 304.7[samples/s]
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2024-05-02 14:58:37 transreid.train INFO: Epoch 35 done. Time per epoch: 98.542[s] Speed: 308.5[samples/s]
2024-05-02 14:58:41 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 0.291, Acc: 0.973, Base Lr: 6.35e-03
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2024-05-02 15:00:16 transreid.train INFO: Epoch 36 done. Time per epoch: 98.712[s] Speed: 306.0[samples/s]
2024-05-02 15:00:20 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.278, Acc: 0.983, Base Lr: 6.27e-03
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2024-05-02 15:01:54 transreid.train INFO: Epoch 37 done. Time per epoch: 98.321[s] Speed: 308.5[samples/s]
2024-05-02 15:01:58 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.283, Acc: 0.975, Base Lr: 6.18e-03
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2024-05-02 15:03:34 transreid.train INFO: Epoch 38 done. Time per epoch: 99.257[s] Speed: 305.6[samples/s]
2024-05-02 15:03:37 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.232, Acc: 0.984, Base Lr: 6.09e-03
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2024-05-02 15:05:13 transreid.train INFO: Epoch 39 done. Time per epoch: 99.217[s] Speed: 305.8[samples/s]
2024-05-02 15:05:16 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.300, Acc: 0.978, Base Lr: 6.00e-03
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2024-05-02 15:06:51 transreid.train INFO: Epoch 40 done. Time per epoch: 98.458[s] Speed: 308.8[samples/s]
2024-05-02 15:10:26 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 15:10:26 transreid.train INFO: mAP: 37.1%
2024-05-02 15:10:26 transreid.train INFO: CMC curve, Rank-1  :64.3%
2024-05-02 15:10:26 transreid.train INFO: CMC curve, Rank-5  :79.0%
2024-05-02 15:10:26 transreid.train INFO: CMC curve, Rank-10 :84.0%
2024-05-02 15:10:30 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.223, Acc: 0.978, Base Lr: 5.91e-03
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2024-05-02 15:13:45 transreid.train INFO: Epoch 42 done. Time per epoch: 99.425[s] Speed: 305.1[samples/s]
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2024-05-02 15:15:25 transreid.train INFO: Epoch 43 done. Time per epoch: 100.017[s] Speed: 303.3[samples/s]
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2024-05-02 15:18:46 transreid.train INFO: Epoch 45 done. Time per epoch: 99.983[s] Speed: 302.8[samples/s]
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2024-05-02 15:20:26 transreid.train INFO: Epoch 46 done. Time per epoch: 99.760[s] Speed: 303.4[samples/s]
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2024-05-02 15:22:04 transreid.train INFO: Epoch 47 done. Time per epoch: 98.499[s] Speed: 306.7[samples/s]
2024-05-02 15:22:08 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.231, Acc: 0.978, Base Lr: 5.24e-03
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2024-05-02 15:23:43 transreid.train INFO: Epoch 48 done. Time per epoch: 99.159[s] Speed: 303.4[samples/s]
2024-05-02 15:23:48 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.189, Acc: 0.988, Base Lr: 5.14e-03
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2024-05-02 15:25:23 transreid.train INFO: Epoch 49 done. Time per epoch: 100.333[s] Speed: 301.7[samples/s]
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2024-05-02 15:28:56 transreid.train INFO: Epoch 51 done. Time per epoch: 108.476[s] Speed: 281.4[samples/s]
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2024-05-02 15:30:21 transreid.train INFO: Epoch 52 done. Time per epoch: 85.290[s] Speed: 356.4[samples/s]
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2024-05-02 15:32:12 transreid.train INFO: Epoch 54 done. Time per epoch: 55.490[s] Speed: 550.2[samples/s]
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2024-05-02 15:33:39 transreid.train INFO: Epoch 55 done. Time per epoch: 87.616[s] Speed: 344.8[samples/s]
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2024-05-02 15:35:19 transreid.train INFO: Epoch 56 done. Time per epoch: 99.619[s] Speed: 303.2[samples/s]
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2024-05-02 15:38:37 transreid.train INFO: Epoch 58 done. Time per epoch: 99.983[s] Speed: 302.8[samples/s]
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2024-05-02 15:40:18 transreid.train INFO: Epoch 59 done. Time per epoch: 100.398[s] Speed: 302.8[samples/s]
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2024-05-02 15:41:56 transreid.train INFO: Epoch 60 done. Time per epoch: 98.304[s] Speed: 307.3[samples/s]
2024-05-02 15:45:41 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 15:45:41 transreid.train INFO: mAP: 40.1%
2024-05-02 15:45:41 transreid.train INFO: CMC curve, Rank-1  :67.0%
2024-05-02 15:45:41 transreid.train INFO: CMC curve, Rank-5  :81.2%
2024-05-02 15:45:41 transreid.train INFO: CMC curve, Rank-10 :85.7%
2024-05-02 15:45:46 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.097, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-02 15:47:22 transreid.train INFO: Epoch 61 done. Time per epoch: 100.692[s] Speed: 301.3[samples/s]
2024-05-02 15:47:27 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.100, Acc: 0.994, Base Lr: 3.80e-03
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2024-05-02 15:49:00 transreid.train INFO: Epoch 62 done. Time per epoch: 98.190[s] Speed: 307.0[samples/s]
2024-05-02 15:49:04 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.103, Acc: 0.994, Base Lr: 3.69e-03
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2024-05-02 15:50:41 transreid.train INFO: Epoch 63 done. Time per epoch: 100.552[s] Speed: 301.7[samples/s]
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2024-05-02 15:52:22 transreid.train INFO: Epoch 64 done. Time per epoch: 101.296[s] Speed: 299.5[samples/s]
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2024-05-02 15:54:00 transreid.train INFO: Epoch 65 done. Time per epoch: 98.277[s] Speed: 308.0[samples/s]
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2024-05-02 15:55:40 transreid.train INFO: Epoch 66 done. Time per epoch: 100.155[s] Speed: 302.9[samples/s]
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2024-05-02 15:57:18 transreid.train INFO: Epoch 67 done. Time per epoch: 98.119[s] Speed: 309.2[samples/s]
2024-05-02 15:57:23 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.089, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-02 15:58:59 transreid.train INFO: Epoch 68 done. Time per epoch: 100.341[s] Speed: 301.7[samples/s]
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2024-05-02 16:02:17 transreid.train INFO: Epoch 70 done. Time per epoch: 97.711[s] Speed: 309.8[samples/s]
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2024-05-02 16:03:57 transreid.train INFO: Epoch 71 done. Time per epoch: 100.188[s] Speed: 302.8[samples/s]
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2024-05-02 16:07:19 transreid.train INFO: Epoch 73 done. Time per epoch: 101.203[s] Speed: 299.8[samples/s]
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2024-05-02 16:09:00 transreid.train INFO: Epoch 74 done. Time per epoch: 101.625[s] Speed: 299.1[samples/s]
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2024-05-02 16:10:39 transreid.train INFO: Epoch 75 done. Time per epoch: 98.309[s] Speed: 308.6[samples/s]
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2024-05-02 16:14:00 transreid.train INFO: Epoch 77 done. Time per epoch: 100.769[s] Speed: 301.0[samples/s]
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2024-05-02 16:17:19 transreid.train INFO: Epoch 79 done. Time per epoch: 100.299[s] Speed: 301.8[samples/s]
2024-05-02 16:17:24 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.075, Acc: 0.995, Base Lr: 2.01e-03
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2024-05-02 16:18:58 transreid.train INFO: Epoch 80 done. Time per epoch: 98.500[s] Speed: 306.0[samples/s]
2024-05-02 16:22:46 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 16:22:46 transreid.train INFO: mAP: 41.6%
2024-05-02 16:22:46 transreid.train INFO: CMC curve, Rank-1  :68.3%
2024-05-02 16:22:46 transreid.train INFO: CMC curve, Rank-5  :82.2%
2024-05-02 16:22:46 transreid.train INFO: CMC curve, Rank-10 :86.9%
2024-05-02 16:22:51 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.072, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-02 16:24:27 transreid.train INFO: Epoch 81 done. Time per epoch: 100.594[s] Speed: 302.2[samples/s]
2024-05-02 16:24:32 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.065, Acc: 0.997, Base Lr: 1.83e-03
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2024-05-02 16:27:46 transreid.train INFO: Epoch 83 done. Time per epoch: 100.586[s] Speed: 301.0[samples/s]
2024-05-02 16:27:51 transreid.train INFO: Epoch[84] Iter[10/486] Loss: 0.056, Acc: 1.000, Base Lr: 1.66e-03
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2024-05-02 16:29:27 transreid.train INFO: Epoch 84 done. Time per epoch: 101.160[s] Speed: 300.5[samples/s]
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2024-05-02 16:32:46 transreid.train INFO: Epoch 86 done. Time per epoch: 100.112[s] Speed: 302.4[samples/s]
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2024-05-02 16:34:26 transreid.train INFO: Epoch 87 done. Time per epoch: 99.533[s] Speed: 304.1[samples/s]
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2024-05-02 16:37:46 transreid.train INFO: Epoch 89 done. Time per epoch: 100.185[s] Speed: 302.8[samples/s]
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2024-05-02 16:39:24 transreid.train INFO: Epoch 90 done. Time per epoch: 98.068[s] Speed: 309.3[samples/s]
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2024-05-02 16:42:45 transreid.train INFO: Epoch 92 done. Time per epoch: 100.721[s] Speed: 302.5[samples/s]
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2024-05-02 16:44:24 transreid.train INFO: Epoch 93 done. Time per epoch: 98.988[s] Speed: 307.1[samples/s]
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2024-05-02 16:46:04 transreid.train INFO: Epoch 94 done. Time per epoch: 100.580[s] Speed: 301.6[samples/s]
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2024-05-02 16:49:20 transreid.train INFO: Epoch 96 done. Time per epoch: 97.527[s] Speed: 311.1[samples/s]
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2024-05-02 16:50:57 transreid.train INFO: Epoch 97 done. Time per epoch: 97.065[s] Speed: 311.2[samples/s]
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2024-05-02 16:52:31 transreid.train INFO: Epoch 98 done. Time per epoch: 94.495[s] Speed: 318.3[samples/s]
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2024-05-02 16:54:08 transreid.train INFO: Epoch 99 done. Time per epoch: 96.261[s] Speed: 315.1[samples/s]
2024-05-02 16:54:12 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.052, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-02 16:55:44 transreid.train INFO: Epoch 100 done. Time per epoch: 96.857[s] Speed: 313.2[samples/s]
2024-05-02 16:59:11 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 16:59:11 transreid.train INFO: mAP: 42.2%
2024-05-02 16:59:11 transreid.train INFO: CMC curve, Rank-1  :68.7%
2024-05-02 16:59:11 transreid.train INFO: CMC curve, Rank-5  :82.6%
2024-05-02 16:59:11 transreid.train INFO: CMC curve, Rank-10 :87.1%
2024-05-02 16:59:14 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.041, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-02 17:00:55 transreid.train INFO: Epoch 102 done. Time per epoch: 51.813[s] Speed: 583.0[samples/s]
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2024-05-02 17:01:59 transreid.train INFO: Epoch 103 done. Time per epoch: 64.692[s] Speed: 468.9[samples/s]
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2024-05-02 17:10:00 transreid.train INFO: Epoch 108 done. Time per epoch: 96.814[s] Speed: 312.7[samples/s]
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2024-05-02 17:11:35 transreid.train INFO: Epoch 109 done. Time per epoch: 94.928[s] Speed: 318.9[samples/s]
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2024-05-02 17:14:47 transreid.train INFO: Epoch 111 done. Time per epoch: 95.060[s] Speed: 318.5[samples/s]
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2024-05-02 17:16:24 transreid.train INFO: Epoch 112 done. Time per epoch: 96.808[s] Speed: 312.0[samples/s]
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2024-05-02 17:18:01 transreid.train INFO: Epoch 113 done. Time per epoch: 97.309[s] Speed: 312.4[samples/s]
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2024-05-02 17:19:36 transreid.train INFO: Epoch 114 done. Time per epoch: 94.211[s] Speed: 321.3[samples/s]
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2024-05-02 17:21:13 transreid.train INFO: Epoch 115 done. Time per epoch: 97.712[s] Speed: 309.8[samples/s]
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2024-05-02 17:22:51 transreid.train INFO: Epoch 116 done. Time per epoch: 97.955[s] Speed: 309.0[samples/s]
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2024-05-02 17:24:26 transreid.train INFO: Epoch 117 done. Time per epoch: 94.986[s] Speed: 320.0[samples/s]
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2024-05-02 17:26:05 transreid.train INFO: Epoch 118 done. Time per epoch: 98.381[s] Speed: 309.0[samples/s]
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2024-05-02 17:27:40 transreid.train INFO: Epoch 119 done. Time per epoch: 94.790[s] Speed: 320.0[samples/s]
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2024-05-02 17:29:12 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 17:29:14 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.044, Acc: 0.998, Base Lr: 1.60e-05
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2024-05-02 17:29:18 transreid.train INFO: Epoch 120 done. Time per epoch: 98.001[s] Speed: 309.5[samples/s]
2024-05-02 17:33:01 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 17:33:01 transreid.train INFO: mAP: 42.6%
2024-05-02 17:33:01 transreid.train INFO: CMC curve, Rank-1  :69.1%
2024-05-02 17:33:01 transreid.train INFO: CMC curve, Rank-5  :82.7%
2024-05-02 17:33:01 transreid.train INFO: CMC curve, Rank-10 :87.4%
