2024-05-13 14:37:47 transreid INFO: Saving model in the path :log/transreid/msmt17/volo_d2_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 14:37:47 transreid INFO: Loaded configuration file configs/msmt17/volo_d2.yml
2024-05-13 14:37:47 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: volo_d2
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/volo_d2.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_d2_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 14:37:47 transreid.check INFO: Dataset statistics:
2024-05-13 14:37:47 transreid.check INFO:   ----------------------------------------
2024-05-13 14:37:47 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 14:37:47 transreid.check INFO:   ----------------------------------------
2024-05-13 14:37:47 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 14:37:47 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 14:37:47 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 14:37:47 transreid.check INFO:   ----------------------------------------
2024-05-13 14:37:50 transreid INFO: ===========using cosine learning rate=======
2024-05-13 14:37:50 transreid.train INFO: start training
2024-05-13 14:38:07 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.189, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 14:38:16 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.095, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 14:38:24 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.959, Acc: 0.003, Base Lr: 4.76e-04
2024-05-13 14:38:33 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.805, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-13 14:45:09 transreid.train INFO: Epoch 1 done. Time per epoch: 439.671[s] Speed: 69.1[samples/s]
2024-05-13 14:45:19 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.654, Acc: 0.006, Base Lr: 8.72e-04
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2024-05-13 14:52:29 transreid.train INFO: Epoch 2 done. Time per epoch: 439.581[s] Speed: 69.2[samples/s]
2024-05-13 14:52:39 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.411, Acc: 0.017, Base Lr: 1.27e-03
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2024-05-13 15:07:10 transreid.train INFO: Epoch 4 done. Time per epoch: 440.814[s] Speed: 68.7[samples/s]
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2024-05-13 15:14:31 transreid.train INFO: Epoch 5 done. Time per epoch: 440.659[s] Speed: 68.7[samples/s]
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2024-05-13 15:29:14 transreid.train INFO: Epoch 7 done. Time per epoch: 442.294[s] Speed: 68.6[samples/s]
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2024-05-13 15:36:39 transreid.train INFO: Epoch 8 done. Time per epoch: 444.116[s] Speed: 68.2[samples/s]
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2024-05-13 15:44:04 transreid.train INFO: Epoch 9 done. Time per epoch: 445.937[s] Speed: 68.0[samples/s]
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2024-05-13 15:51:31 transreid.train INFO: Epoch 10 done. Time per epoch: 446.177[s] Speed: 68.1[samples/s]
2024-05-13 15:51:41 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.524, Acc: 0.772, Base Lr: 4.44e-03
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2024-05-13 15:58:56 transreid.train INFO: Epoch 11 done. Time per epoch: 445.545[s] Speed: 67.8[samples/s]
2024-05-13 15:59:07 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.094, Acc: 0.853, Base Lr: 4.83e-03
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2024-05-13 16:06:16 transreid.train INFO: Epoch 12 done. Time per epoch: 439.980[s] Speed: 69.1[samples/s]
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2024-05-13 16:13:35 transreid.train INFO: Epoch 13 done. Time per epoch: 438.665[s] Speed: 68.9[samples/s]
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2024-05-13 16:20:55 transreid.train INFO: Epoch 14 done. Time per epoch: 440.638[s] Speed: 68.8[samples/s]
2024-05-13 16:21:06 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 0.772, Acc: 0.898, Base Lr: 6.02e-03
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2024-05-13 16:28:17 transreid.train INFO: Epoch 15 done. Time per epoch: 441.406[s] Speed: 68.6[samples/s]
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2024-05-13 16:35:39 transreid.train INFO: Epoch 16 done. Time per epoch: 441.727[s] Speed: 68.7[samples/s]
2024-05-13 16:35:49 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 0.458, Acc: 0.928, Base Lr: 6.81e-03
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2024-05-13 16:42:58 transreid.train INFO: Epoch 17 done. Time per epoch: 439.857[s] Speed: 69.0[samples/s]
2024-05-13 16:43:08 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.630, Acc: 0.919, Base Lr: 7.21e-03
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2024-05-13 16:50:18 transreid.train INFO: Epoch 18 done. Time per epoch: 439.539[s] Speed: 69.0[samples/s]
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2024-05-13 16:57:37 transreid.train INFO: Epoch 19 done. Time per epoch: 438.708[s] Speed: 69.1[samples/s]
2024-05-13 16:57:47 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.423, Acc: 0.948, Base Lr: 7.47e-03
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2024-05-13 17:04:56 transreid.train INFO: Epoch 20 done. Time per epoch: 439.719[s] Speed: 69.0[samples/s]
2024-05-13 17:14:18 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 17:14:18 transreid.train INFO: mAP: 41.4%
2024-05-13 17:14:18 transreid.train INFO: CMC curve, Rank-1  :67.6%
2024-05-13 17:14:18 transreid.train INFO: CMC curve, Rank-5  :80.7%
2024-05-13 17:14:18 transreid.train INFO: CMC curve, Rank-10 :85.0%
2024-05-13 17:14:28 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.387, Acc: 0.947, Base Lr: 7.41e-03
2024-05-13 17:14:37 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.326, Acc: 0.963, Base Lr: 7.41e-03
2024-05-13 17:14:45 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 0.314, Acc: 0.966, Base Lr: 7.41e-03
2024-05-13 17:14:54 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 0.294, Acc: 0.970, Base Lr: 7.41e-03
2024-05-13 17:15:03 transreid.train INFO: Epoch[21] Iter[50/486] Loss: 0.280, Acc: 0.972, Base Lr: 7.41e-03
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2024-05-13 17:21:31 transreid.train INFO: Epoch 21 done. Time per epoch: 433.728[s] Speed: 69.9[samples/s]
2024-05-13 17:21:43 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.340, Acc: 0.958, Base Lr: 7.36e-03
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2024-05-13 17:28:46 transreid.train INFO: Epoch 22 done. Time per epoch: 434.176[s] Speed: 69.6[samples/s]
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2024-05-13 17:36:04 transreid.train INFO: Epoch 23 done. Time per epoch: 438.452[s] Speed: 69.2[samples/s]
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2024-05-13 17:43:25 transreid.train INFO: Epoch 24 done. Time per epoch: 440.756[s] Speed: 68.8[samples/s]
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2024-05-13 17:50:45 transreid.train INFO: Epoch 25 done. Time per epoch: 440.050[s] Speed: 69.1[samples/s]
2024-05-13 17:50:56 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.171, Acc: 0.986, Base Lr: 7.11e-03
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2024-05-13 17:58:04 transreid.train INFO: Epoch 26 done. Time per epoch: 439.310[s] Speed: 69.2[samples/s]
2024-05-13 17:58:15 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.221, Acc: 0.983, Base Lr: 7.04e-03
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2024-05-13 18:05:24 transreid.train INFO: Epoch 27 done. Time per epoch: 439.810[s] Speed: 69.1[samples/s]
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2024-05-13 18:12:42 transreid.train INFO: Epoch 28 done. Time per epoch: 438.193[s] Speed: 69.1[samples/s]
2024-05-13 18:12:53 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.102, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-13 18:19:59 transreid.train INFO: Epoch 29 done. Time per epoch: 436.959[s] Speed: 69.3[samples/s]
2024-05-13 18:20:10 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.133, Acc: 0.988, Base Lr: 6.83e-03
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2024-05-13 18:27:18 transreid.train INFO: Epoch 30 done. Time per epoch: 438.612[s] Speed: 69.2[samples/s]
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2024-05-13 18:34:32 transreid.train INFO: Epoch 31 done. Time per epoch: 434.739[s] Speed: 69.6[samples/s]
2024-05-13 18:34:43 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.116, Acc: 0.986, Base Lr: 6.68e-03
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2024-05-13 18:41:50 transreid.train INFO: Epoch 32 done. Time per epoch: 437.781[s] Speed: 69.4[samples/s]
2024-05-13 18:42:01 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.125, Acc: 0.986, Base Lr: 6.60e-03
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2024-05-13 18:49:05 transreid.train INFO: Epoch 33 done. Time per epoch: 434.972[s] Speed: 69.7[samples/s]
2024-05-13 18:49:16 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.137, Acc: 0.981, Base Lr: 6.52e-03
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2024-05-13 18:56:20 transreid.train INFO: Epoch 34 done. Time per epoch: 434.482[s] Speed: 69.7[samples/s]
2024-05-13 18:56:31 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.106, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-13 19:10:53 transreid.train INFO: Epoch 36 done. Time per epoch: 435.948[s] Speed: 69.3[samples/s]
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2024-05-13 19:18:11 transreid.train INFO: Epoch 37 done. Time per epoch: 437.339[s] Speed: 69.4[samples/s]
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2024-05-13 19:25:28 transreid.train INFO: Epoch 38 done. Time per epoch: 437.226[s] Speed: 69.4[samples/s]
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2024-05-13 19:32:45 transreid.train INFO: Epoch 39 done. Time per epoch: 437.544[s] Speed: 69.3[samples/s]
2024-05-13 19:32:56 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.081, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-13 19:40:03 transreid.train INFO: Epoch 40 done. Time per epoch: 437.884[s] Speed: 69.4[samples/s]
2024-05-13 19:49:17 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 19:49:17 transreid.train INFO: mAP: 51.6%
2024-05-13 19:49:17 transreid.train INFO: CMC curve, Rank-1  :75.7%
2024-05-13 19:49:17 transreid.train INFO: CMC curve, Rank-5  :86.8%
2024-05-13 19:49:17 transreid.train INFO: CMC curve, Rank-10 :89.9%
2024-05-13 19:49:28 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.053, Acc: 0.997, Base Lr: 5.91e-03
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2024-05-13 20:03:51 transreid.train INFO: Epoch 42 done. Time per epoch: 439.765[s] Speed: 69.0[samples/s]
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2024-05-13 20:11:09 transreid.train INFO: Epoch 43 done. Time per epoch: 437.509[s] Speed: 69.3[samples/s]
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2024-05-13 20:25:40 transreid.train INFO: Epoch 45 done. Time per epoch: 436.639[s] Speed: 69.3[samples/s]
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2024-05-13 20:32:57 transreid.train INFO: Epoch 46 done. Time per epoch: 436.915[s] Speed: 69.3[samples/s]
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2024-05-13 20:47:26 transreid.train INFO: Epoch 48 done. Time per epoch: 433.508[s] Speed: 69.4[samples/s]
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2024-05-13 20:54:43 transreid.train INFO: Epoch 49 done. Time per epoch: 436.346[s] Speed: 69.4[samples/s]
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2024-05-13 21:02:00 transreid.train INFO: Epoch 50 done. Time per epoch: 437.622[s] Speed: 69.2[samples/s]
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2024-05-13 21:09:22 transreid.train INFO: Epoch 51 done. Time per epoch: 441.848[s] Speed: 69.1[samples/s]
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2024-05-13 21:16:41 transreid.train INFO: Epoch 52 done. Time per epoch: 438.989[s] Speed: 69.3[samples/s]
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2024-05-13 21:24:01 transreid.train INFO: Epoch 53 done. Time per epoch: 440.196[s] Speed: 68.9[samples/s]
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2024-05-13 21:38:38 transreid.train INFO: Epoch 55 done. Time per epoch: 433.859[s] Speed: 69.6[samples/s]
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2024-05-13 21:45:54 transreid.train INFO: Epoch 56 done. Time per epoch: 436.314[s] Speed: 69.2[samples/s]
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2024-05-13 21:53:12 transreid.train INFO: Epoch 57 done. Time per epoch: 437.610[s] Speed: 69.3[samples/s]
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2024-05-13 22:00:30 transreid.train INFO: Epoch 58 done. Time per epoch: 438.071[s] Speed: 69.1[samples/s]
2024-05-13 22:00:41 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.066, Acc: 0.994, Base Lr: 4.11e-03
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2024-05-13 22:07:49 transreid.train INFO: Epoch 59 done. Time per epoch: 438.912[s] Speed: 69.3[samples/s]
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2024-05-13 22:15:05 transreid.train INFO: Epoch 60 done. Time per epoch: 436.384[s] Speed: 69.2[samples/s]
2024-05-13 22:24:22 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 22:24:22 transreid.train INFO: mAP: 53.5%
2024-05-13 22:24:22 transreid.train INFO: CMC curve, Rank-1  :76.7%
2024-05-13 22:24:22 transreid.train INFO: CMC curve, Rank-5  :87.3%
2024-05-13 22:24:22 transreid.train INFO: CMC curve, Rank-10 :90.4%
2024-05-13 22:24:34 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.028, Acc: 1.000, Base Lr: 3.90e-03
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2024-05-13 22:31:37 transreid.train INFO: Epoch 61 done. Time per epoch: 434.191[s] Speed: 69.9[samples/s]
2024-05-13 22:31:48 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.023, Acc: 0.997, Base Lr: 3.80e-03
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2024-05-13 22:38:51 transreid.train INFO: Epoch 62 done. Time per epoch: 434.859[s] Speed: 69.3[samples/s]
2024-05-13 22:39:03 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.015, Acc: 0.998, Base Lr: 3.69e-03
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2024-05-13 22:53:25 transreid.train INFO: Epoch 64 done. Time per epoch: 436.876[s] Speed: 69.4[samples/s]
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2024-05-13 23:00:39 transreid.train INFO: Epoch 65 done. Time per epoch: 434.183[s] Speed: 69.7[samples/s]
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2024-05-13 23:14:52 transreid.train INFO: Epoch 67 done. Time per epoch: 426.895[s] Speed: 71.1[samples/s]
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2024-05-13 23:22:00 transreid.train INFO: Epoch 68 done. Time per epoch: 428.338[s] Speed: 70.7[samples/s]
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2024-05-13 23:43:22 transreid.train INFO: Epoch 71 done. Time per epoch: 428.255[s] Speed: 70.8[samples/s]
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2024-05-14 00:26:15 transreid.train INFO: Epoch 77 done. Time per epoch: 428.541[s] Speed: 70.8[samples/s]
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2024-05-14 00:33:22 transreid.train INFO: Epoch 78 done. Time per epoch: 427.843[s] Speed: 70.9[samples/s]
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2024-05-14 00:40:29 transreid.train INFO: Epoch 79 done. Time per epoch: 426.979[s] Speed: 70.9[samples/s]
2024-05-14 00:40:41 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.013, Acc: 1.000, Base Lr: 2.01e-03
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2024-05-14 00:47:33 transreid.train INFO: Epoch 80 done. Time per epoch: 423.643[s] Speed: 71.2[samples/s]
2024-05-14 00:56:30 transreid.train INFO: Validation Results - Epoch: 80
2024-05-14 00:56:30 transreid.train INFO: mAP: 58.1%
2024-05-14 00:56:30 transreid.train INFO: CMC curve, Rank-1  :80.1%
2024-05-14 00:56:30 transreid.train INFO: CMC curve, Rank-5  :89.5%
2024-05-14 00:56:30 transreid.train INFO: CMC curve, Rank-10 :92.0%
2024-05-14 00:56:42 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-14 01:03:36 transreid.train INFO: Epoch 81 done. Time per epoch: 425.236[s] Speed: 71.5[samples/s]
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2024-05-14 01:17:47 transreid.train INFO: Epoch 83 done. Time per epoch: 425.216[s] Speed: 71.2[samples/s]
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2024-05-14 01:24:54 transreid.train INFO: Epoch 84 done. Time per epoch: 426.707[s] Speed: 71.2[samples/s]
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2024-05-14 01:46:12 transreid.train INFO: Epoch 87 done. Time per epoch: 426.808[s] Speed: 70.9[samples/s]
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2024-05-14 02:00:28 transreid.train INFO: Epoch 89 done. Time per epoch: 427.656[s] Speed: 70.9[samples/s]
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2024-05-14 02:07:38 transreid.train INFO: Epoch 90 done. Time per epoch: 429.589[s] Speed: 70.6[samples/s]
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2024-05-14 02:29:03 transreid.train INFO: Epoch 93 done. Time per epoch: 428.619[s] Speed: 70.9[samples/s]
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2024-05-14 02:50:27 transreid.train INFO: Epoch 96 done. Time per epoch: 428.153[s] Speed: 70.9[samples/s]
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2024-05-14 02:57:33 transreid.train INFO: Epoch 97 done. Time per epoch: 426.358[s] Speed: 70.9[samples/s]
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2024-05-14 03:11:47 transreid.train INFO: Epoch 99 done. Time per epoch: 428.072[s] Speed: 70.9[samples/s]
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2024-05-14 03:18:55 transreid.train INFO: Epoch 100 done. Time per epoch: 427.942[s] Speed: 70.9[samples/s]
2024-05-14 03:27:55 transreid.train INFO: Validation Results - Epoch: 100
2024-05-14 03:27:55 transreid.train INFO: mAP: 58.8%
2024-05-14 03:27:55 transreid.train INFO: CMC curve, Rank-1  :80.5%
2024-05-14 03:27:55 transreid.train INFO: CMC curve, Rank-5  :89.8%
2024-05-14 03:27:55 transreid.train INFO: CMC curve, Rank-10 :92.3%
2024-05-14 03:28:07 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.019, Acc: 0.997, Base Lr: 5.00e-04
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2024-05-14 04:53:06 transreid.train INFO: Epoch 112 done. Time per epoch: 425.060[s] Speed: 71.1[samples/s]
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2024-05-14 05:14:26 transreid.train INFO: Epoch 115 done. Time per epoch: 426.507[s] Speed: 71.0[samples/s]
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2024-05-14 05:21:31 transreid.train INFO: Epoch 116 done. Time per epoch: 424.895[s] Speed: 71.2[samples/s]
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2024-05-14 05:35:46 transreid.train INFO: Epoch 118 done. Time per epoch: 428.737[s] Speed: 70.9[samples/s]
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2024-05-14 05:42:51 transreid.train INFO: Epoch 119 done. Time per epoch: 425.239[s] Speed: 71.3[samples/s]
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2024-05-14 05:49:34 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-14 05:49:56 transreid.train INFO: Epoch 120 done. Time per epoch: 424.634[s] Speed: 71.4[samples/s]
2024-05-14 05:58:55 transreid.train INFO: Validation Results - Epoch: 120
2024-05-14 05:58:55 transreid.train INFO: mAP: 59.3%
2024-05-14 05:58:55 transreid.train INFO: CMC curve, Rank-1  :80.9%
2024-05-14 05:58:55 transreid.train INFO: CMC curve, Rank-5  :89.9%
2024-05-14 05:58:55 transreid.train INFO: CMC curve, Rank-10 :92.4%
