2024-04-30 11:22:38 transreid INFO: Saving model in the path :log/transreid/msmt17/edgenext_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 11:22:38 transreid INFO: Loaded configuration file configs/msmt17/edgenext_base.yml
2024-04-30 11:22:38 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: edgenext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_base.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/edgenext_base_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 11:22:38 transreid.check INFO: Dataset statistics:
2024-04-30 11:22:38 transreid.check INFO:   ----------------------------------------
2024-04-30 11:22:38 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 11:22:38 transreid.check INFO:   ----------------------------------------
2024-04-30 11:22:38 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 11:22:38 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 11:22:38 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 11:22:38 transreid.check INFO:   ----------------------------------------
2024-04-30 11:22:40 transreid INFO: ===========using cosine learning rate=======
2024-04-30 11:22:40 transreid.train INFO: start training
2024-04-30 11:22:57 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.086, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:23:07 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 8.980, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:23:17 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 8.899, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:23:27 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 8.844, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:23:37 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 8.792, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:23:47 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.737, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:23:58 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 8.686, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:24:08 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 8.637, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:24:18 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 8.588, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:24:27 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 8.537, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:24:37 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.486, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:24:47 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.438, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:24:57 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 8.393, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:25:07 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 8.352, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:25:17 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 8.315, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:25:28 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 8.281, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 11:30:11 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 7.917, Acc: 0.008, Base Lr: 4.76e-04
2024-04-30 11:30:21 transreid.train INFO: Epoch[1] Iter[450/486] Loss: 7.911, Acc: 0.009, Base Lr: 4.76e-04
2024-04-30 11:30:31 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 7.906, Acc: 0.011, Base Lr: 4.76e-04
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2024-04-30 11:30:46 transreid.train INFO: Epoch 1 done. Time per epoch: 485.571[s] Speed: 62.6[samples/s]
2024-04-30 11:30:56 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.671, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:31:06 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 7.671, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:31:16 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 7.665, Acc: 0.018, Base Lr: 8.72e-04
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2024-04-30 11:31:37 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 7.659, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:31:47 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 7.657, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:31:57 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 7.655, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:32:08 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 7.652, Acc: 0.018, Base Lr: 8.72e-04
2024-04-30 11:32:18 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 7.648, Acc: 0.022, Base Lr: 8.72e-04
2024-04-30 11:32:28 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 7.646, Acc: 0.023, Base Lr: 8.72e-04
2024-04-30 11:32:38 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 7.644, Acc: 0.024, Base Lr: 8.72e-04
2024-04-30 11:32:48 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 7.642, Acc: 0.023, Base Lr: 8.72e-04
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2024-04-30 11:38:47 transreid.train INFO: Epoch 2 done. Time per epoch: 481.188[s] Speed: 63.2[samples/s]
2024-04-30 11:38:58 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.432, Acc: 0.017, Base Lr: 1.27e-03
2024-04-30 11:39:08 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.438, Acc: 0.016, Base Lr: 1.27e-03
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2024-04-30 12:02:41 transreid.train INFO: Epoch 5 done. Time per epoch: 477.315[s] Speed: 63.4[samples/s]
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2024-04-30 12:26:27 transreid.train INFO: Epoch 8 done. Time per epoch: 475.409[s] Speed: 63.7[samples/s]
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2024-04-30 12:42:20 transreid.train INFO: Epoch 10 done. Time per epoch: 476.868[s] Speed: 63.7[samples/s]
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2024-04-30 12:50:16 transreid.train INFO: Epoch 11 done. Time per epoch: 475.814[s] Speed: 63.5[samples/s]
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2024-04-30 13:14:04 transreid.train INFO: Epoch 14 done. Time per epoch: 475.184[s] Speed: 63.8[samples/s]
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2024-04-30 13:21:58 transreid.train INFO: Epoch 15 done. Time per epoch: 473.866[s] Speed: 63.9[samples/s]
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2024-04-30 13:29:55 transreid.train INFO: Epoch 16 done. Time per epoch: 476.604[s] Speed: 63.7[samples/s]
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2024-04-30 13:37:50 transreid.train INFO: Epoch 17 done. Time per epoch: 475.866[s] Speed: 63.7[samples/s]
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2024-04-30 13:45:45 transreid.train INFO: Epoch 18 done. Time per epoch: 474.662[s] Speed: 63.9[samples/s]
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2024-04-30 13:53:40 transreid.train INFO: Epoch 19 done. Time per epoch: 474.739[s] Speed: 63.9[samples/s]
2024-04-30 13:53:51 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.943, Acc: 0.916, Base Lr: 7.47e-03
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2024-04-30 14:01:34 transreid.train INFO: Epoch 20 done. Time per epoch: 474.670[s] Speed: 63.9[samples/s]
2024-04-30 14:09:13 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 14:09:13 transreid.train INFO: mAP: 34.1%
2024-04-30 14:09:13 transreid.train INFO: CMC curve, Rank-1  :61.7%
2024-04-30 14:09:13 transreid.train INFO: CMC curve, Rank-5  :76.0%
2024-04-30 14:09:13 transreid.train INFO: CMC curve, Rank-10 :80.9%
2024-04-30 14:09:25 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.849, Acc: 0.930, Base Lr: 7.41e-03
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2024-04-30 14:17:08 transreid.train INFO: Epoch 21 done. Time per epoch: 474.296[s] Speed: 64.0[samples/s]
2024-04-30 14:17:20 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.879, Acc: 0.942, Base Lr: 7.36e-03
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2024-04-30 14:32:56 transreid.train INFO: Epoch 23 done. Time per epoch: 474.994[s] Speed: 63.9[samples/s]
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2024-04-30 14:40:51 transreid.train INFO: Epoch 24 done. Time per epoch: 474.516[s] Speed: 63.9[samples/s]
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2024-04-30 14:56:42 transreid.train INFO: Epoch 26 done. Time per epoch: 477.044[s] Speed: 63.7[samples/s]
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2024-04-30 15:04:39 transreid.train INFO: Epoch 27 done. Time per epoch: 476.889[s] Speed: 63.7[samples/s]
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2024-04-30 15:12:34 transreid.train INFO: Epoch 28 done. Time per epoch: 475.718[s] Speed: 63.6[samples/s]
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2024-04-30 15:20:30 transreid.train INFO: Epoch 29 done. Time per epoch: 475.679[s] Speed: 63.6[samples/s]
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2024-04-30 15:28:24 transreid.train INFO: Epoch 30 done. Time per epoch: 474.439[s] Speed: 63.9[samples/s]
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2024-04-30 15:44:18 transreid.train INFO: Epoch 32 done. Time per epoch: 478.493[s] Speed: 63.5[samples/s]
2024-04-30 15:44:30 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.443, Acc: 0.977, Base Lr: 6.60e-03
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2024-04-30 15:52:15 transreid.train INFO: Epoch 33 done. Time per epoch: 476.478[s] Speed: 63.7[samples/s]
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2024-04-30 16:00:09 transreid.train INFO: Epoch 34 done. Time per epoch: 474.040[s] Speed: 63.9[samples/s]
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2024-04-30 16:15:45 transreid.train INFO: Epoch 36 done. Time per epoch: 463.540[s] Speed: 65.2[samples/s]
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2024-04-30 16:23:29 transreid.train INFO: Epoch 37 done. Time per epoch: 464.330[s] Speed: 65.3[samples/s]
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2024-04-30 16:31:14 transreid.train INFO: Epoch 38 done. Time per epoch: 464.614[s] Speed: 65.3[samples/s]
2024-04-30 16:31:26 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.326, Acc: 0.991, Base Lr: 6.09e-03
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2024-04-30 16:38:59 transreid.train INFO: Epoch 39 done. Time per epoch: 465.158[s] Speed: 65.2[samples/s]
2024-04-30 16:39:11 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.350, Acc: 0.992, Base Lr: 6.00e-03
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2024-04-30 16:46:45 transreid.train INFO: Epoch 40 done. Time per epoch: 466.108[s] Speed: 65.2[samples/s]
2024-04-30 16:53:59 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 16:53:59 transreid.train INFO: mAP: 38.7%
2024-04-30 16:53:59 transreid.train INFO: CMC curve, Rank-1  :65.8%
2024-04-30 16:53:59 transreid.train INFO: CMC curve, Rank-5  :80.1%
2024-04-30 16:53:59 transreid.train INFO: CMC curve, Rank-10 :84.3%
2024-04-30 16:54:11 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.262, Acc: 0.988, Base Lr: 5.91e-03
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2024-04-30 17:09:31 transreid.train INFO: Epoch 42 done. Time per epoch: 465.622[s] Speed: 65.2[samples/s]
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2024-04-30 17:17:16 transreid.train INFO: Epoch 43 done. Time per epoch: 464.721[s] Speed: 65.3[samples/s]
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2024-04-30 17:31:28 transreid.train INFO: Epoch 45 done. Time per epoch: 384.556[s] Speed: 78.7[samples/s]
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2024-04-30 17:35:28 transreid.train INFO: Epoch 46 done. Time per epoch: 239.893[s] Speed: 126.2[samples/s]
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2024-04-30 17:39:28 transreid.train INFO: Epoch 47 done. Time per epoch: 240.290[s] Speed: 125.7[samples/s]
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2024-04-30 17:43:27 transreid.train INFO: Epoch 48 done. Time per epoch: 239.020[s] Speed: 125.8[samples/s]
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2024-04-30 17:47:27 transreid.train INFO: Epoch 49 done. Time per epoch: 240.151[s] Speed: 126.1[samples/s]
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2024-04-30 17:51:28 transreid.train INFO: Epoch 50 done. Time per epoch: 240.481[s] Speed: 125.9[samples/s]
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2024-04-30 17:55:30 transreid.train INFO: Epoch 51 done. Time per epoch: 242.504[s] Speed: 125.9[samples/s]
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2024-04-30 17:59:31 transreid.train INFO: Epoch 52 done. Time per epoch: 240.978[s] Speed: 126.2[samples/s]
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2024-04-30 18:03:33 transreid.train INFO: Epoch 53 done. Time per epoch: 241.155[s] Speed: 125.8[samples/s]
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2024-04-30 18:11:34 transreid.train INFO: Epoch 55 done. Time per epoch: 239.760[s] Speed: 126.0[samples/s]
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2024-04-30 18:15:34 transreid.train INFO: Epoch 56 done. Time per epoch: 239.276[s] Speed: 126.2[samples/s]
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2024-04-30 18:23:34 transreid.train INFO: Epoch 58 done. Time per epoch: 240.800[s] Speed: 125.7[samples/s]
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2024-04-30 18:27:36 transreid.train INFO: Epoch 59 done. Time per epoch: 241.632[s] Speed: 125.8[samples/s]
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2024-04-30 18:31:36 transreid.train INFO: Epoch 60 done. Time per epoch: 240.018[s] Speed: 125.9[samples/s]
2024-04-30 18:36:25 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 18:36:25 transreid.train INFO: mAP: 40.3%
2024-04-30 18:36:25 transreid.train INFO: CMC curve, Rank-1  :67.1%
2024-04-30 18:36:25 transreid.train INFO: CMC curve, Rank-5  :80.9%
2024-04-30 18:36:25 transreid.train INFO: CMC curve, Rank-10 :84.9%
2024-04-30 18:36:33 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.123, Acc: 0.994, Base Lr: 3.90e-03
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2024-04-30 18:40:23 transreid.train INFO: Epoch 61 done. Time per epoch: 237.021[s] Speed: 128.0[samples/s]
2024-04-30 18:40:30 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.114, Acc: 0.997, Base Lr: 3.80e-03
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2024-04-30 18:44:20 transreid.train INFO: Epoch 62 done. Time per epoch: 237.414[s] Speed: 127.0[samples/s]
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2024-04-30 18:48:19 transreid.train INFO: Epoch 63 done. Time per epoch: 239.446[s] Speed: 126.7[samples/s]
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2024-04-30 18:52:19 transreid.train INFO: Epoch 64 done. Time per epoch: 239.896[s] Speed: 126.5[samples/s]
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2024-04-30 18:56:19 transreid.train INFO: Epoch 65 done. Time per epoch: 239.910[s] Speed: 126.2[samples/s]
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2024-04-30 19:04:17 transreid.train INFO: Epoch 67 done. Time per epoch: 238.452[s] Speed: 127.2[samples/s]
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2024-04-30 19:08:15 transreid.train INFO: Epoch 68 done. Time per epoch: 237.784[s] Speed: 127.3[samples/s]
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2024-04-30 19:16:11 transreid.train INFO: Epoch 70 done. Time per epoch: 237.901[s] Speed: 127.2[samples/s]
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2024-04-30 19:20:09 transreid.train INFO: Epoch 71 done. Time per epoch: 238.339[s] Speed: 127.3[samples/s]
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2024-04-30 19:24:07 transreid.train INFO: Epoch 72 done. Time per epoch: 237.656[s] Speed: 127.4[samples/s]
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2024-04-30 19:32:04 transreid.train INFO: Epoch 74 done. Time per epoch: 239.262[s] Speed: 127.1[samples/s]
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2024-04-30 19:36:03 transreid.train INFO: Epoch 75 done. Time per epoch: 239.487[s] Speed: 126.7[samples/s]
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2024-04-30 19:44:04 transreid.train INFO: Epoch 77 done. Time per epoch: 240.717[s] Speed: 126.0[samples/s]
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2024-04-30 19:48:04 transreid.train INFO: Epoch 78 done. Time per epoch: 239.507[s] Speed: 126.7[samples/s]
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2024-04-30 19:52:03 transreid.train INFO: Epoch 79 done. Time per epoch: 239.292[s] Speed: 126.5[samples/s]
2024-04-30 19:52:11 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.065, Acc: 1.000, Base Lr: 2.01e-03
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2024-04-30 19:56:02 transreid.train INFO: Epoch 80 done. Time per epoch: 238.448[s] Speed: 126.4[samples/s]
2024-04-30 20:00:46 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 20:00:46 transreid.train INFO: mAP: 42.9%
2024-04-30 20:00:46 transreid.train INFO: CMC curve, Rank-1  :69.3%
2024-04-30 20:00:46 transreid.train INFO: CMC curve, Rank-5  :82.5%
2024-04-30 20:00:46 transreid.train INFO: CMC curve, Rank-10 :86.7%
2024-04-30 20:00:53 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.139, Acc: 0.992, Base Lr: 1.92e-03
2024-04-30 20:00:58 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.118, Acc: 0.995, Base Lr: 1.92e-03
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2024-04-30 20:04:42 transreid.train INFO: Epoch 81 done. Time per epoch: 236.567[s] Speed: 128.5[samples/s]
2024-04-30 20:04:50 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.080, Acc: 1.000, Base Lr: 1.83e-03
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2024-04-30 20:24:36 transreid.train INFO: Epoch 86 done. Time per epoch: 238.292[s] Speed: 127.0[samples/s]
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2024-04-30 20:28:35 transreid.train INFO: Epoch 87 done. Time per epoch: 238.394[s] Speed: 127.0[samples/s]
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2024-04-30 20:36:34 transreid.train INFO: Epoch 89 done. Time per epoch: 239.200[s] Speed: 126.8[samples/s]
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2024-04-30 20:40:33 transreid.train INFO: Epoch 90 done. Time per epoch: 239.114[s] Speed: 126.9[samples/s]
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2024-04-30 20:44:32 transreid.train INFO: Epoch 91 done. Time per epoch: 238.931[s] Speed: 126.7[samples/s]
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2024-04-30 20:48:32 transreid.train INFO: Epoch 92 done. Time per epoch: 240.378[s] Speed: 126.7[samples/s]
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2024-04-30 20:52:33 transreid.train INFO: Epoch 93 done. Time per epoch: 240.637[s] Speed: 126.3[samples/s]
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2024-04-30 20:56:33 transreid.train INFO: Epoch 94 done. Time per epoch: 239.572[s] Speed: 126.6[samples/s]
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2024-04-30 21:00:32 transreid.train INFO: Epoch 95 done. Time per epoch: 239.085[s] Speed: 126.9[samples/s]
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2024-04-30 21:04:33 transreid.train INFO: Epoch 96 done. Time per epoch: 241.040[s] Speed: 125.9[samples/s]
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2024-04-30 21:08:32 transreid.train INFO: Epoch 97 done. Time per epoch: 238.964[s] Speed: 126.4[samples/s]
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2024-04-30 21:12:28 transreid.train INFO: Epoch 98 done. Time per epoch: 236.703[s] Speed: 127.1[samples/s]
2024-04-30 21:12:36 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.043, Acc: 1.000, Base Lr: 6.04e-04
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2024-04-30 21:16:28 transreid.train INFO: Epoch 99 done. Time per epoch: 239.433[s] Speed: 126.7[samples/s]
2024-04-30 21:16:35 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.067, Acc: 0.997, Base Lr: 5.51e-04
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2024-04-30 21:20:26 transreid.train INFO: Epoch 100 done. Time per epoch: 238.533[s] Speed: 127.2[samples/s]
2024-04-30 21:25:12 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 21:25:12 transreid.train INFO: mAP: 45.5%
2024-04-30 21:25:12 transreid.train INFO: CMC curve, Rank-1  :71.6%
2024-04-30 21:25:12 transreid.train INFO: CMC curve, Rank-5  :84.0%
2024-04-30 21:25:12 transreid.train INFO: CMC curve, Rank-10 :88.0%
2024-04-30 21:25:19 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.030, Acc: 1.000, Base Lr: 5.00e-04
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2024-04-30 21:29:09 transreid.train INFO: Epoch 101 done. Time per epoch: 237.162[s] Speed: 128.5[samples/s]
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2024-04-30 21:33:07 transreid.train INFO: Epoch 102 done. Time per epoch: 238.407[s] Speed: 126.7[samples/s]
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2024-04-30 21:37:07 transreid.train INFO: Epoch 103 done. Time per epoch: 239.563[s] Speed: 126.6[samples/s]
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2024-04-30 21:41:05 transreid.train INFO: Epoch 104 done. Time per epoch: 238.189[s] Speed: 126.8[samples/s]
2024-04-30 21:41:13 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.040, Acc: 0.997, Base Lr: 3.20e-04
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2024-04-30 21:45:04 transreid.train INFO: Epoch 105 done. Time per epoch: 239.247[s] Speed: 126.0[samples/s]
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2024-04-30 21:49:04 transreid.train INFO: Epoch 106 done. Time per epoch: 239.325[s] Speed: 126.2[samples/s]
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2024-04-30 21:53:05 transreid.train INFO: Epoch 107 done. Time per epoch: 241.263[s] Speed: 125.7[samples/s]
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2024-04-30 21:57:05 transreid.train INFO: Epoch 108 done. Time per epoch: 239.580[s] Speed: 126.4[samples/s]
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2024-04-30 22:01:05 transreid.train INFO: Epoch 109 done. Time per epoch: 240.901[s] Speed: 125.7[samples/s]
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2024-04-30 22:05:05 transreid.train INFO: Epoch 110 done. Time per epoch: 239.355[s] Speed: 126.5[samples/s]
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2024-04-30 22:09:04 transreid.train INFO: Epoch 111 done. Time per epoch: 238.946[s] Speed: 126.7[samples/s]
2024-04-30 22:09:11 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.040, Acc: 1.000, Base Lr: 1.03e-04
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2024-04-30 22:13:03 transreid.train INFO: Epoch 112 done. Time per epoch: 239.068[s] Speed: 126.4[samples/s]
2024-04-30 22:13:10 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.042, Acc: 0.998, Base Lr: 8.28e-05
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2024-04-30 22:17:03 transreid.train INFO: Epoch 113 done. Time per epoch: 240.471[s] Speed: 126.4[samples/s]
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2024-04-30 22:21:07 transreid.train INFO: Epoch 114 done. Time per epoch: 243.292[s] Speed: 124.4[samples/s]
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2024-04-30 22:25:12 transreid.train INFO: Epoch 115 done. Time per epoch: 245.501[s] Speed: 123.3[samples/s]
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2024-04-30 22:29:18 transreid.train INFO: Epoch 116 done. Time per epoch: 245.641[s] Speed: 123.2[samples/s]
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2024-04-30 22:33:23 transreid.train INFO: Epoch 117 done. Time per epoch: 245.303[s] Speed: 123.9[samples/s]
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2024-04-30 22:37:31 transreid.train INFO: Epoch 118 done. Time per epoch: 247.571[s] Speed: 122.8[samples/s]
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2024-04-30 22:41:36 transreid.train INFO: Epoch 119 done. Time per epoch: 245.196[s] Speed: 123.7[samples/s]
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2024-04-30 22:43:47 transreid.train INFO: Epoch[120] Iter[250/486] Loss: 0.042, Acc: 0.998, Base Lr: 1.60e-05
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2024-04-30 22:44:48 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:44:54 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:44:59 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.038, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:04 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.039, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:09 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.038, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:14 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.038, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:19 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.038, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:24 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.037, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:30 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.037, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:35 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.038, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:40 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.037, Acc: 0.998, Base Lr: 1.60e-05
2024-04-30 22:45:43 transreid.train INFO: Epoch 120 done. Time per epoch: 246.835[s] Speed: 122.9[samples/s]
2024-04-30 22:50:57 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 22:50:57 transreid.train INFO: mAP: 46.0%
2024-04-30 22:50:57 transreid.train INFO: CMC curve, Rank-1  :71.9%
2024-04-30 22:50:57 transreid.train INFO: CMC curve, Rank-5  :84.3%
2024-04-30 22:50:57 transreid.train INFO: CMC curve, Rank-10 :88.3%
