2024-04-29 22:30:36 transreid INFO: Saving model in the path :log/transreid/msmt17/RepViT_m2_3_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 22:30:36 transreid INFO: Loaded configuration file configs/msmt17/repvit_m2_3.yml
2024-04-29 22:30:36 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: repvit_m2_3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m2_3_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_m2_3_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 22:30:37 transreid.check INFO: Dataset statistics:
2024-04-29 22:30:37 transreid.check INFO:   ----------------------------------------
2024-04-29 22:30:37 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 22:30:37 transreid.check INFO:   ----------------------------------------
2024-04-29 22:30:37 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 22:30:37 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 22:30:37 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 22:30:37 transreid.check INFO:   ----------------------------------------
2024-04-29 22:30:39 transreid INFO: ===========using cosine learning rate=======
2024-04-29 22:30:39 transreid.train INFO: start training
2024-04-29 22:30:49 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.639, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 22:30:56 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.619, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:03 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.649, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:10 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.645, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 22:31:17 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.651, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 22:31:24 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.642, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:32 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.634, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:39 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.626, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:46 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.622, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:31:53 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.615, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 22:32:00 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.605, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:32:07 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 9.598, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:32:15 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 9.587, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:32:22 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 9.581, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:32:29 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 9.576, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 22:32:36 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 9.568, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 22:36:06 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 9.469, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-29 22:36:33 transreid.train INFO: Epoch 1 done. Time per epoch: 353.919[s] Speed: 85.9[samples/s]
2024-04-29 22:36:41 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.365, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 22:36:48 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.324, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:36:56 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 9.312, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:37:03 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 9.303, Acc: 0.002, Base Lr: 8.72e-04
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2024-04-29 22:37:18 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 9.325, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:37:26 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 9.391, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 22:37:33 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 9.733, Acc: 0.002, Base Lr: 8.72e-04
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2024-04-29 22:38:03 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 10.598, Acc: 0.001, Base Lr: 8.72e-04
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2024-04-29 22:42:28 transreid.train INFO: Epoch 2 done. Time per epoch: 355.335[s] Speed: 85.6[samples/s]
2024-04-29 22:42:36 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.269, Acc: 0.005, Base Lr: 1.27e-03
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2024-04-29 22:54:11 transreid.train INFO: Epoch 4 done. Time per epoch: 349.367[s] Speed: 86.6[samples/s]
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2024-04-29 22:59:54 transreid.train INFO: Epoch 5 done. Time per epoch: 343.880[s] Speed: 88.0[samples/s]
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2024-04-29 23:11:18 transreid.train INFO: Epoch 7 done. Time per epoch: 342.575[s] Speed: 88.6[samples/s]
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2024-04-29 23:17:01 transreid.train INFO: Epoch 8 done. Time per epoch: 342.896[s] Speed: 88.3[samples/s]
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2024-04-29 23:28:30 transreid.train INFO: Epoch 10 done. Time per epoch: 343.993[s] Speed: 88.4[samples/s]
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2024-04-29 23:34:13 transreid.train INFO: Epoch 11 done. Time per epoch: 342.857[s] Speed: 88.1[samples/s]
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2024-04-29 23:39:55 transreid.train INFO: Epoch 12 done. Time per epoch: 342.581[s] Speed: 88.7[samples/s]
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2024-04-29 23:51:18 transreid.train INFO: Epoch 14 done. Time per epoch: 341.376[s] Speed: 88.9[samples/s]
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2024-04-29 23:57:01 transreid.train INFO: Epoch 15 done. Time per epoch: 342.726[s] Speed: 88.3[samples/s]
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2024-04-30 00:02:43 transreid.train INFO: Epoch 16 done. Time per epoch: 341.759[s] Speed: 88.8[samples/s]
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2024-04-30 00:08:25 transreid.train INFO: Epoch 17 done. Time per epoch: 342.352[s] Speed: 88.6[samples/s]
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2024-04-30 00:14:09 transreid.train INFO: Epoch 18 done. Time per epoch: 343.830[s] Speed: 88.2[samples/s]
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2024-04-30 00:19:53 transreid.train INFO: Epoch 19 done. Time per epoch: 344.180[s] Speed: 88.1[samples/s]
2024-04-30 00:20:01 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 2.533, Acc: 0.589, Base Lr: 7.47e-03
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2024-04-30 00:25:35 transreid.train INFO: Epoch 20 done. Time per epoch: 341.929[s] Speed: 88.7[samples/s]
2024-04-30 00:31:04 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 00:31:04 transreid.train INFO: mAP: 6.8%
2024-04-30 00:31:04 transreid.train INFO: CMC curve, Rank-1  :19.7%
2024-04-30 00:31:04 transreid.train INFO: CMC curve, Rank-5  :31.3%
2024-04-30 00:31:04 transreid.train INFO: CMC curve, Rank-10 :37.5%
2024-04-30 00:31:13 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 2.616, Acc: 0.578, Base Lr: 7.41e-03
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2024-04-30 00:36:43 transreid.train INFO: Epoch 21 done. Time per epoch: 338.529[s] Speed: 89.6[samples/s]
2024-04-30 00:36:51 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 3.463, Acc: 0.436, Base Lr: 7.36e-03
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2024-04-30 00:48:06 transreid.train INFO: Epoch 23 done. Time per epoch: 341.610[s] Speed: 88.8[samples/s]
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2024-04-30 00:53:48 transreid.train INFO: Epoch 24 done. Time per epoch: 342.117[s] Speed: 88.7[samples/s]
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2024-04-30 01:05:14 transreid.train INFO: Epoch 26 done. Time per epoch: 342.498[s] Speed: 88.8[samples/s]
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2024-04-30 01:10:56 transreid.train INFO: Epoch 27 done. Time per epoch: 342.855[s] Speed: 88.7[samples/s]
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2024-04-30 01:16:38 transreid.train INFO: Epoch 28 done. Time per epoch: 341.231[s] Speed: 88.7[samples/s]
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2024-04-30 01:22:20 transreid.train INFO: Epoch 29 done. Time per epoch: 342.272[s] Speed: 88.4[samples/s]
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2024-04-30 01:28:02 transreid.train INFO: Epoch 30 done. Time per epoch: 342.322[s] Speed: 88.6[samples/s]
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2024-04-30 01:33:44 transreid.train INFO: Epoch 31 done. Time per epoch: 341.583[s] Speed: 88.6[samples/s]
2024-04-30 01:33:52 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 1.566, Acc: 0.820, Base Lr: 6.68e-03
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2024-04-30 01:39:28 transreid.train INFO: Epoch 32 done. Time per epoch: 344.361[s] Speed: 88.3[samples/s]
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2024-04-30 01:45:11 transreid.train INFO: Epoch 33 done. Time per epoch: 342.247[s] Speed: 88.6[samples/s]
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2024-04-30 01:50:52 transreid.train INFO: Epoch 34 done. Time per epoch: 341.460[s] Speed: 88.7[samples/s]
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2024-04-30 01:56:33 transreid.train INFO: Epoch 35 done. Time per epoch: 341.432[s] Speed: 89.0[samples/s]
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2024-04-30 02:02:14 transreid.train INFO: Epoch 36 done. Time per epoch: 340.521[s] Speed: 88.7[samples/s]
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2024-04-30 02:07:56 transreid.train INFO: Epoch 37 done. Time per epoch: 342.196[s] Speed: 88.7[samples/s]
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2024-04-30 02:13:38 transreid.train INFO: Epoch 38 done. Time per epoch: 341.570[s] Speed: 88.8[samples/s]
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2024-04-30 02:19:20 transreid.train INFO: Epoch 39 done. Time per epoch: 341.888[s] Speed: 88.7[samples/s]
2024-04-30 02:19:28 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 1.038, Acc: 0.933, Base Lr: 6.00e-03
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2024-04-30 02:25:01 transreid.train INFO: Epoch 40 done. Time per epoch: 341.604[s] Speed: 89.0[samples/s]
2024-04-30 02:30:24 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 02:30:24 transreid.train INFO: mAP: 12.9%
2024-04-30 02:30:24 transreid.train INFO: CMC curve, Rank-1  :29.4%
2024-04-30 02:30:24 transreid.train INFO: CMC curve, Rank-5  :44.7%
2024-04-30 02:30:24 transreid.train INFO: CMC curve, Rank-10 :52.0%
2024-04-30 02:30:34 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.932, Acc: 0.945, Base Lr: 5.91e-03
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2024-04-30 02:41:50 transreid.train INFO: Epoch 42 done. Time per epoch: 345.215[s] Speed: 87.9[samples/s]
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2024-04-30 02:47:32 transreid.train INFO: Epoch 43 done. Time per epoch: 342.632[s] Speed: 88.5[samples/s]
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2024-04-30 02:58:55 transreid.train INFO: Epoch 45 done. Time per epoch: 340.457[s] Speed: 88.9[samples/s]
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2024-04-30 03:04:36 transreid.train INFO: Epoch 46 done. Time per epoch: 340.957[s] Speed: 88.8[samples/s]
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2024-04-30 03:15:56 transreid.train INFO: Epoch 48 done. Time per epoch: 339.304[s] Speed: 88.7[samples/s]
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2024-04-30 03:21:37 transreid.train INFO: Epoch 49 done. Time per epoch: 341.081[s] Speed: 88.8[samples/s]
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2024-04-30 03:32:58 transreid.train INFO: Epoch 51 done. Time per epoch: 340.531[s] Speed: 89.6[samples/s]
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2024-04-30 03:38:37 transreid.train INFO: Epoch 52 done. Time per epoch: 339.039[s] Speed: 89.7[samples/s]
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2024-04-30 03:49:59 transreid.train INFO: Epoch 54 done. Time per epoch: 342.182[s] Speed: 89.2[samples/s]
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2024-04-30 03:55:40 transreid.train INFO: Epoch 55 done. Time per epoch: 340.929[s] Speed: 88.6[samples/s]
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2024-04-30 04:01:18 transreid.train INFO: Epoch 56 done. Time per epoch: 337.482[s] Speed: 89.5[samples/s]
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2024-04-30 04:12:34 transreid.train INFO: Epoch 58 done. Time per epoch: 337.839[s] Speed: 89.6[samples/s]
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2024-04-30 04:18:14 transreid.train INFO: Epoch 59 done. Time per epoch: 339.884[s] Speed: 89.4[samples/s]
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2024-04-30 04:23:53 transreid.train INFO: Epoch 60 done. Time per epoch: 339.200[s] Speed: 89.1[samples/s]
2024-04-30 04:29:14 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 04:29:14 transreid.train INFO: mAP: 16.9%
2024-04-30 04:29:14 transreid.train INFO: CMC curve, Rank-1  :36.3%
2024-04-30 04:29:14 transreid.train INFO: CMC curve, Rank-5  :52.9%
2024-04-30 04:29:14 transreid.train INFO: CMC curve, Rank-10 :60.5%
2024-04-30 04:29:23 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.575, Acc: 0.986, Base Lr: 3.90e-03
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2024-04-30 04:34:50 transreid.train INFO: Epoch 61 done. Time per epoch: 335.184[s] Speed: 90.5[samples/s]
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2024-04-30 04:40:26 transreid.train INFO: Epoch 62 done. Time per epoch: 336.744[s] Speed: 89.5[samples/s]
2024-04-30 04:40:35 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.502, Acc: 0.991, Base Lr: 3.69e-03
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2024-04-30 04:51:47 transreid.train INFO: Epoch 64 done. Time per epoch: 340.005[s] Speed: 89.2[samples/s]
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2024-04-30 04:57:24 transreid.train INFO: Epoch 65 done. Time per epoch: 337.606[s] Speed: 89.7[samples/s]
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2024-04-30 05:08:46 transreid.train INFO: Epoch 67 done. Time per epoch: 340.656[s] Speed: 89.1[samples/s]
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2024-04-30 05:14:24 transreid.train INFO: Epoch 68 done. Time per epoch: 337.960[s] Speed: 89.6[samples/s]
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2024-04-30 05:25:34 transreid.train INFO: Epoch 70 done. Time per epoch: 334.766[s] Speed: 90.4[samples/s]
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2024-04-30 05:31:09 transreid.train INFO: Epoch 71 done. Time per epoch: 335.162[s] Speed: 90.5[samples/s]
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2024-04-30 05:47:54 transreid.train INFO: Epoch 74 done. Time per epoch: 335.759[s] Speed: 90.5[samples/s]
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2024-04-30 05:59:11 transreid.train INFO: Epoch 76 done. Time per epoch: 334.623[s] Speed: 90.7[samples/s]
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2024-04-30 06:04:50 transreid.train INFO: Epoch 77 done. Time per epoch: 339.896[s] Speed: 89.3[samples/s]
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2024-04-30 06:10:25 transreid.train INFO: Epoch 78 done. Time per epoch: 334.504[s] Speed: 90.7[samples/s]
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2024-04-30 06:15:58 transreid.train INFO: Epoch 79 done. Time per epoch: 333.535[s] Speed: 90.8[samples/s]
2024-04-30 06:16:07 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.324, Acc: 0.988, Base Lr: 2.01e-03
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2024-04-30 06:21:30 transreid.train INFO: Epoch 80 done. Time per epoch: 331.693[s] Speed: 90.9[samples/s]
2024-04-30 06:26:43 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 06:26:43 transreid.train INFO: mAP: 18.3%
2024-04-30 06:26:43 transreid.train INFO: CMC curve, Rank-1  :39.1%
2024-04-30 06:26:43 transreid.train INFO: CMC curve, Rank-5  :56.5%
2024-04-30 06:26:43 transreid.train INFO: CMC curve, Rank-10 :64.1%
2024-04-30 06:26:53 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.302, Acc: 0.995, Base Lr: 1.92e-03
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2024-04-30 06:32:17 transreid.train INFO: Epoch 81 done. Time per epoch: 333.378[s] Speed: 91.2[samples/s]
2024-04-30 06:32:26 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.276, Acc: 0.995, Base Lr: 1.83e-03
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2024-04-30 06:43:32 transreid.train INFO: Epoch 83 done. Time per epoch: 340.529[s] Speed: 88.9[samples/s]
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2024-04-30 06:49:09 transreid.train INFO: Epoch 84 done. Time per epoch: 336.899[s] Speed: 90.2[samples/s]
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2024-04-30 07:17:00 transreid.train INFO: Epoch 89 done. Time per epoch: 334.379[s] Speed: 90.7[samples/s]
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2024-04-30 07:22:35 transreid.train INFO: Epoch 90 done. Time per epoch: 335.139[s] Speed: 90.5[samples/s]
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2024-04-30 07:33:46 transreid.train INFO: Epoch 92 done. Time per epoch: 336.274[s] Speed: 90.6[samples/s]
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2024-04-30 07:39:23 transreid.train INFO: Epoch 93 done. Time per epoch: 336.731[s] Speed: 90.3[samples/s]
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2024-04-30 07:50:31 transreid.train INFO: Epoch 95 done. Time per epoch: 334.404[s] Speed: 90.7[samples/s]
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2024-04-30 07:56:06 transreid.train INFO: Epoch 96 done. Time per epoch: 334.431[s] Speed: 90.7[samples/s]
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2024-04-30 08:01:39 transreid.train INFO: Epoch 97 done. Time per epoch: 333.216[s] Speed: 90.7[samples/s]
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2024-04-30 08:07:11 transreid.train INFO: Epoch 98 done. Time per epoch: 332.189[s] Speed: 90.6[samples/s]
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2024-04-30 08:12:46 transreid.train INFO: Epoch 99 done. Time per epoch: 334.807[s] Speed: 90.6[samples/s]
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2024-04-30 08:18:21 transreid.train INFO: Epoch 100 done. Time per epoch: 335.225[s] Speed: 90.5[samples/s]
2024-04-30 08:23:34 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 08:23:34 transreid.train INFO: mAP: 18.7%
2024-04-30 08:23:34 transreid.train INFO: CMC curve, Rank-1  :39.5%
2024-04-30 08:23:34 transreid.train INFO: CMC curve, Rank-5  :57.3%
2024-04-30 08:23:34 transreid.train INFO: CMC curve, Rank-10 :64.9%
2024-04-30 08:23:43 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.225, Acc: 0.994, Base Lr: 5.00e-04
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2024-04-30 08:34:43 transreid.train INFO: Epoch 102 done. Time per epoch: 332.630[s] Speed: 90.8[samples/s]
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2024-04-30 08:40:18 transreid.train INFO: Epoch 103 done. Time per epoch: 334.254[s] Speed: 90.8[samples/s]
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2024-04-30 09:08:12 transreid.train INFO: Epoch 108 done. Time per epoch: 334.122[s] Speed: 90.6[samples/s]
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2024-04-30 09:13:45 transreid.train INFO: Epoch 109 done. Time per epoch: 333.690[s] Speed: 90.7[samples/s]
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2024-04-30 09:19:19 transreid.train INFO: Epoch 110 done. Time per epoch: 333.353[s] Speed: 90.8[samples/s]
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2024-04-30 09:24:52 transreid.train INFO: Epoch 111 done. Time per epoch: 333.377[s] Speed: 90.8[samples/s]
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2024-04-30 09:30:25 transreid.train INFO: Epoch 112 done. Time per epoch: 332.831[s] Speed: 90.8[samples/s]
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2024-04-30 09:41:40 transreid.train INFO: Epoch 114 done. Time per epoch: 333.241[s] Speed: 90.8[samples/s]
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2024-04-30 09:47:17 transreid.train INFO: Epoch 115 done. Time per epoch: 337.556[s] Speed: 89.7[samples/s]
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2024-04-30 09:52:52 transreid.train INFO: Epoch 116 done. Time per epoch: 334.809[s] Speed: 90.4[samples/s]
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2024-04-30 10:04:05 transreid.train INFO: Epoch 118 done. Time per epoch: 336.823[s] Speed: 90.3[samples/s]
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2024-04-30 10:09:41 transreid.train INFO: Epoch 119 done. Time per epoch: 336.073[s] Speed: 90.3[samples/s]
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2024-04-30 10:15:20 transreid.train INFO: Epoch 120 done. Time per epoch: 339.710[s] Speed: 89.3[samples/s]
2024-04-30 10:20:41 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 10:20:41 transreid.train INFO: mAP: 19.0%
2024-04-30 10:20:41 transreid.train INFO: CMC curve, Rank-1  :39.8%
2024-04-30 10:20:41 transreid.train INFO: CMC curve, Rank-5  :57.6%
2024-04-30 10:20:41 transreid.train INFO: CMC curve, Rank-10 :65.4%
