2024-05-03 17:17:56 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_0_5_Market1501/32bs_lr0.0002_ep120_warm20_seed0
2024-05-03 17:17:56 transreid INFO: Loaded configuration file configs/market/ghostnet_0_5.yml
2024-05-03 17:17:56 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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: 0
  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: ghostnet_0_5
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_0_5.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/bs_exp/GhostNet_0_5_Market1501/32bs_lr0.0002_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0002
  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: 32
  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: 
2024-05-03 17:17:57 transreid.check INFO: Dataset statistics:
2024-05-03 17:17:57 transreid.check INFO:   ----------------------------------------
2024-05-03 17:17:57 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-03 17:17:57 transreid.check INFO:   ----------------------------------------
2024-05-03 17:17:57 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-03 17:17:57 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-03 17:17:57 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-03 17:17:57 transreid.check INFO:   ----------------------------------------
2024-05-03 17:18:00 transreid INFO: ===========using cosine learning rate=======
2024-05-03 17:18:00 transreid.train INFO: start training
2024-05-03 17:18:04 transreid.train INFO: Epoch[1] Iter[10/372] Loss: 10.285, Acc: 0.006, Base Lr: 1.19e-05
2024-05-03 17:18:05 transreid.train INFO: Epoch[1] Iter[20/372] Loss: 10.107, Acc: 0.003, Base Lr: 1.19e-05
2024-05-03 17:18:05 transreid.train INFO: Epoch[1] Iter[30/372] Loss: 9.907, Acc: 0.003, Base Lr: 1.19e-05
2024-05-03 17:18:06 transreid.train INFO: Epoch[1] Iter[40/372] Loss: 9.678, Acc: 0.002, Base Lr: 1.19e-05
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2024-05-03 17:18:07 transreid.train INFO: Epoch[1] Iter[60/372] Loss: 9.442, Acc: 0.002, Base Lr: 1.19e-05
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2024-05-03 17:18:09 transreid.train INFO: Epoch[1] Iter[90/372] Loss: 9.191, Acc: 0.001, Base Lr: 1.19e-05
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2024-05-03 17:18:27 transreid.train INFO: Epoch 1 done. Time per epoch: 27.072[s] Speed: 437.3[samples/s]
2024-05-03 17:18:28 transreid.train INFO: Epoch[2] Iter[10/372] Loss: 8.108, Acc: 0.000, Base Lr: 2.18e-05
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2024-05-03 17:18:52 transreid.train INFO: Epoch 2 done. Time per epoch: 24.602[s] Speed: 480.0[samples/s]
2024-05-03 17:18:53 transreid.train INFO: Epoch[3] Iter[10/372] Loss: 7.514, Acc: 0.013, Base Lr: 3.17e-05
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2024-05-03 17:19:16 transreid.train INFO: Epoch 3 done. Time per epoch: 24.371[s] Speed: 481.9[samples/s]
2024-05-03 17:19:17 transreid.train INFO: Epoch[4] Iter[10/372] Loss: 7.222, Acc: 0.025, Base Lr: 4.16e-05
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2024-05-03 17:19:41 transreid.train INFO: Epoch 4 done. Time per epoch: 24.569[s] Speed: 481.9[samples/s]
2024-05-03 17:19:42 transreid.train INFO: Epoch[5] Iter[10/372] Loss: 7.186, Acc: 0.041, Base Lr: 5.15e-05
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2024-05-03 17:20:05 transreid.train INFO: Epoch 5 done. Time per epoch: 24.544[s] Speed: 482.4[samples/s]
2024-05-03 17:20:07 transreid.train INFO: Epoch[6] Iter[10/372] Loss: 7.039, Acc: 0.078, Base Lr: 6.14e-05
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2024-05-03 17:20:30 transreid.train INFO: Epoch 6 done. Time per epoch: 24.549[s] Speed: 481.0[samples/s]
2024-05-03 17:20:31 transreid.train INFO: Epoch[7] Iter[10/372] Loss: 6.870, Acc: 0.044, Base Lr: 7.13e-05
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2024-05-03 17:20:55 transreid.train INFO: Epoch 7 done. Time per epoch: 24.566[s] Speed: 480.7[samples/s]
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2024-05-03 17:21:19 transreid.train INFO: Epoch 8 done. Time per epoch: 24.440[s] Speed: 483.1[samples/s]
2024-05-03 17:21:20 transreid.train INFO: Epoch[9] Iter[10/372] Loss: 6.833, Acc: 0.028, Base Lr: 9.11e-05
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2024-05-03 17:21:44 transreid.train INFO: Epoch 9 done. Time per epoch: 24.773[s] Speed: 477.9[samples/s]
2024-05-03 17:21:45 transreid.train INFO: Epoch[10] Iter[10/372] Loss: 6.675, Acc: 0.044, Base Lr: 1.01e-04
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2024-05-03 17:22:08 transreid.train INFO: Epoch 10 done. Time per epoch: 24.489[s] Speed: 483.5[samples/s]
2024-05-03 17:22:09 transreid.train INFO: Epoch[11] Iter[10/372] Loss: 6.270, Acc: 0.041, Base Lr: 1.11e-04
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2024-05-03 17:22:33 transreid.train INFO: Epoch 11 done. Time per epoch: 24.707[s] Speed: 477.9[samples/s]
2024-05-03 17:22:34 transreid.train INFO: Epoch[12] Iter[10/372] Loss: 6.118, Acc: 0.031, Base Lr: 1.21e-04
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2024-05-03 17:22:58 transreid.train INFO: Epoch 12 done. Time per epoch: 24.730[s] Speed: 477.5[samples/s]
2024-05-03 17:22:59 transreid.train INFO: Epoch[13] Iter[10/372] Loss: 6.154, Acc: 0.044, Base Lr: 1.31e-04
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2024-05-03 17:23:22 transreid.train INFO: Epoch 13 done. Time per epoch: 24.813[s] Speed: 475.9[samples/s]
2024-05-03 17:23:24 transreid.train INFO: Epoch[14] Iter[10/372] Loss: 5.790, Acc: 0.091, Base Lr: 1.41e-04
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2024-05-03 17:23:47 transreid.train INFO: Epoch 14 done. Time per epoch: 24.827[s] Speed: 476.9[samples/s]
2024-05-03 17:23:48 transreid.train INFO: Epoch[15] Iter[10/372] Loss: 5.566, Acc: 0.128, Base Lr: 1.50e-04
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2024-05-03 17:24:12 transreid.train INFO: Epoch 15 done. Time per epoch: 24.910[s] Speed: 474.0[samples/s]
2024-05-03 17:24:13 transreid.train INFO: Epoch[16] Iter[10/372] Loss: 5.492, Acc: 0.131, Base Lr: 1.60e-04
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2024-05-03 17:24:37 transreid.train INFO: Epoch 16 done. Time per epoch: 24.996[s] Speed: 472.4[samples/s]
2024-05-03 17:24:38 transreid.train INFO: Epoch[17] Iter[10/372] Loss: 5.180, Acc: 0.150, Base Lr: 1.70e-04
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2024-05-03 17:25:02 transreid.train INFO: Epoch 17 done. Time per epoch: 24.992[s] Speed: 473.8[samples/s]
2024-05-03 17:25:03 transreid.train INFO: Epoch[18] Iter[10/372] Loss: 5.166, Acc: 0.141, Base Lr: 1.80e-04
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2024-05-03 17:25:27 transreid.train INFO: Epoch 18 done. Time per epoch: 24.548[s] Speed: 481.0[samples/s]
2024-05-03 17:25:28 transreid.train INFO: Epoch[19] Iter[10/372] Loss: 4.686, Acc: 0.172, Base Lr: 1.90e-04
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2024-05-03 17:25:51 transreid.train INFO: Epoch 19 done. Time per epoch: 24.345[s] Speed: 485.0[samples/s]
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2024-05-03 17:26:16 transreid.train INFO: Epoch 20 done. Time per epoch: 24.622[s] Speed: 479.6[samples/s]
2024-05-03 17:26:25 transreid.train INFO: Validation Results - Epoch: 20
2024-05-03 17:26:25 transreid.train INFO: mAP: 61.1%
2024-05-03 17:26:25 transreid.train INFO: CMC curve, Rank-1  :79.5%
2024-05-03 17:26:25 transreid.train INFO: CMC curve, Rank-5  :91.5%
2024-05-03 17:26:25 transreid.train INFO: CMC curve, Rank-10 :94.4%
2024-05-03 17:26:27 transreid.train INFO: Epoch[21] Iter[10/372] Loss: 4.615, Acc: 0.247, Base Lr: 1.85e-04
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2024-05-03 17:26:50 transreid.train INFO: Epoch[21] Iter[360/372] Loss: 3.659, Acc: 0.391, Base Lr: 1.85e-04
2024-05-03 17:26:51 transreid.train INFO: Epoch 21 done. Time per epoch: 25.463[s] Speed: 462.5[samples/s]
2024-05-03 17:26:52 transreid.train INFO: Epoch[22] Iter[10/372] Loss: 4.234, Acc: 0.275, Base Lr: 1.84e-04
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2024-05-03 17:27:16 transreid.train INFO: Epoch 22 done. Time per epoch: 25.089[s] Speed: 471.9[samples/s]
2024-05-03 17:27:17 transreid.train INFO: Epoch[23] Iter[10/372] Loss: 4.372, Acc: 0.253, Base Lr: 1.82e-04
2024-05-03 17:27:18 transreid.train INFO: Epoch[23] Iter[20/372] Loss: 4.379, Acc: 0.241, Base Lr: 1.82e-04
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2024-05-03 17:27:21 transreid.train INFO: Epoch[23] Iter[70/372] Loss: 4.167, Acc: 0.266, Base Lr: 1.82e-04
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2024-05-03 17:27:41 transreid.train INFO: Epoch 23 done. Time per epoch: 25.031[s] Speed: 471.7[samples/s]
2024-05-03 17:27:42 transreid.train INFO: Epoch[24] Iter[10/372] Loss: 4.190, Acc: 0.266, Base Lr: 1.81e-04
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2024-05-03 17:28:06 transreid.train INFO: Epoch 24 done. Time per epoch: 24.720[s] Speed: 477.7[samples/s]
2024-05-03 17:28:07 transreid.train INFO: Epoch[25] Iter[10/372] Loss: 4.274, Acc: 0.247, Base Lr: 1.79e-04
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2024-05-03 17:28:31 transreid.train INFO: Epoch 25 done. Time per epoch: 24.914[s] Speed: 475.2[samples/s]
2024-05-03 17:28:32 transreid.train INFO: Epoch[26] Iter[10/372] Loss: 4.224, Acc: 0.259, Base Lr: 1.78e-04
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2024-05-03 17:28:55 transreid.train INFO: Epoch 26 done. Time per epoch: 24.730[s] Speed: 477.5[samples/s]
2024-05-03 17:28:57 transreid.train INFO: Epoch[27] Iter[10/372] Loss: 3.735, Acc: 0.353, Base Lr: 1.76e-04
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2024-05-03 17:29:21 transreid.train INFO: Epoch 27 done. Time per epoch: 25.215[s] Speed: 469.6[samples/s]
2024-05-03 17:29:22 transreid.train INFO: Epoch[28] Iter[10/372] Loss: 3.541, Acc: 0.391, Base Lr: 1.74e-04
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2024-05-03 17:29:46 transreid.train INFO: Epoch 28 done. Time per epoch: 25.311[s] Speed: 467.8[samples/s]
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2024-05-03 17:30:11 transreid.train INFO: Epoch 29 done. Time per epoch: 24.867[s] Speed: 474.8[samples/s]
2024-05-03 17:30:12 transreid.train INFO: Epoch[30] Iter[10/372] Loss: 3.577, Acc: 0.419, Base Lr: 1.71e-04
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2024-05-03 17:30:36 transreid.train INFO: Epoch 30 done. Time per epoch: 24.776[s] Speed: 475.3[samples/s]
2024-05-03 17:30:37 transreid.train INFO: Epoch[31] Iter[10/372] Loss: 3.484, Acc: 0.372, Base Lr: 1.69e-04
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2024-05-03 17:31:01 transreid.train INFO: Epoch 31 done. Time per epoch: 24.975[s] Speed: 471.5[samples/s]
2024-05-03 17:31:02 transreid.train INFO: Epoch[32] Iter[10/372] Loss: 3.489, Acc: 0.350, Base Lr: 1.67e-04
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2024-05-03 17:31:25 transreid.train INFO: Epoch 32 done. Time per epoch: 24.912[s] Speed: 474.0[samples/s]
2024-05-03 17:31:27 transreid.train INFO: Epoch[33] Iter[10/372] Loss: 3.501, Acc: 0.400, Base Lr: 1.65e-04
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2024-05-03 17:31:50 transreid.train INFO: Epoch 33 done. Time per epoch: 25.057[s] Speed: 472.5[samples/s]
2024-05-03 17:31:52 transreid.train INFO: Epoch[34] Iter[10/372] Loss: 3.587, Acc: 0.359, Base Lr: 1.63e-04
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2024-05-03 17:32:16 transreid.train INFO: Epoch 34 done. Time per epoch: 25.056[s] Speed: 472.6[samples/s]
2024-05-03 17:32:17 transreid.train INFO: Epoch[35] Iter[10/372] Loss: 3.162, Acc: 0.416, Base Lr: 1.61e-04
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2024-05-03 17:32:41 transreid.train INFO: Epoch 35 done. Time per epoch: 25.091[s] Speed: 469.3[samples/s]
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2024-05-03 17:33:05 transreid.train INFO: Epoch 36 done. Time per epoch: 24.789[s] Speed: 476.3[samples/s]
2024-05-03 17:33:07 transreid.train INFO: Epoch[37] Iter[10/372] Loss: 3.010, Acc: 0.453, Base Lr: 1.57e-04
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2024-05-03 17:33:30 transreid.train INFO: Epoch 37 done. Time per epoch: 24.805[s] Speed: 477.3[samples/s]
2024-05-03 17:33:32 transreid.train INFO: Epoch[38] Iter[10/372] Loss: 3.109, Acc: 0.463, Base Lr: 1.55e-04
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2024-05-03 17:33:55 transreid.train INFO: Epoch 38 done. Time per epoch: 24.838[s] Speed: 476.7[samples/s]
2024-05-03 17:33:56 transreid.train INFO: Epoch[39] Iter[10/372] Loss: 2.285, Acc: 0.600, Base Lr: 1.52e-04
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2024-05-03 17:34:20 transreid.train INFO: Epoch 39 done. Time per epoch: 24.608[s] Speed: 481.1[samples/s]
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2024-05-03 17:34:44 transreid.train INFO: Epoch 40 done. Time per epoch: 24.748[s] Speed: 477.1[samples/s]
2024-05-03 17:34:54 transreid.train INFO: Validation Results - Epoch: 40
2024-05-03 17:34:54 transreid.train INFO: mAP: 74.8%
2024-05-03 17:34:54 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-05-03 17:34:54 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-03 17:34:54 transreid.train INFO: CMC curve, Rank-10 :97.4%
2024-05-03 17:34:55 transreid.train INFO: Epoch[41] Iter[10/372] Loss: 2.378, Acc: 0.556, Base Lr: 1.48e-04
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2024-05-03 17:35:19 transreid.train INFO: Epoch 41 done. Time per epoch: 24.931[s] Speed: 474.9[samples/s]
2024-05-03 17:35:20 transreid.train INFO: Epoch[42] Iter[10/372] Loss: 2.641, Acc: 0.531, Base Lr: 1.46e-04
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2024-05-03 17:35:44 transreid.train INFO: Epoch 42 done. Time per epoch: 24.975[s] Speed: 471.5[samples/s]
2024-05-03 17:35:45 transreid.train INFO: Epoch[43] Iter[10/372] Loss: 2.608, Acc: 0.556, Base Lr: 1.43e-04
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2024-05-03 17:36:08 transreid.train INFO: Epoch 43 done. Time per epoch: 24.682[s] Speed: 479.7[samples/s]
2024-05-03 17:36:10 transreid.train INFO: Epoch[44] Iter[10/372] Loss: 2.529, Acc: 0.559, Base Lr: 1.41e-04
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2024-05-03 17:36:33 transreid.train INFO: Epoch 44 done. Time per epoch: 24.669[s] Speed: 478.7[samples/s]
2024-05-03 17:36:34 transreid.train INFO: Epoch[45] Iter[10/372] Loss: 2.308, Acc: 0.625, Base Lr: 1.38e-04
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2024-05-03 17:36:58 transreid.train INFO: Epoch 45 done. Time per epoch: 24.694[s] Speed: 479.5[samples/s]
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2024-05-03 17:37:22 transreid.train INFO: Epoch 46 done. Time per epoch: 24.661[s] Speed: 478.8[samples/s]
2024-05-03 17:37:24 transreid.train INFO: Epoch[47] Iter[10/372] Loss: 2.135, Acc: 0.644, Base Lr: 1.34e-04
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2024-05-03 17:37:47 transreid.train INFO: Epoch 47 done. Time per epoch: 24.542[s] Speed: 481.1[samples/s]
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2024-05-03 17:38:12 transreid.train INFO: Epoch 48 done. Time per epoch: 24.882[s] Speed: 475.8[samples/s]
2024-05-03 17:38:13 transreid.train INFO: Epoch[49] Iter[10/372] Loss: 2.192, Acc: 0.572, Base Lr: 1.29e-04
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2024-05-03 17:38:37 transreid.train INFO: Epoch 49 done. Time per epoch: 25.254[s] Speed: 467.6[samples/s]
2024-05-03 17:38:38 transreid.train INFO: Epoch[50] Iter[10/372] Loss: 2.470, Acc: 0.519, Base Lr: 1.26e-04
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2024-05-03 17:39:02 transreid.train INFO: Epoch 50 done. Time per epoch: 24.674[s] Speed: 479.9[samples/s]
2024-05-03 17:39:03 transreid.train INFO: Epoch[51] Iter[10/372] Loss: 2.229, Acc: 0.637, Base Lr: 1.23e-04
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2024-05-03 17:39:26 transreid.train INFO: Epoch 51 done. Time per epoch: 24.552[s] Speed: 482.2[samples/s]
2024-05-03 17:39:27 transreid.train INFO: Epoch[52] Iter[10/372] Loss: 2.298, Acc: 0.591, Base Lr: 1.21e-04
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2024-05-03 17:39:51 transreid.train INFO: Epoch 52 done. Time per epoch: 24.509[s] Speed: 481.8[samples/s]
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2024-05-03 17:40:15 transreid.train INFO: Epoch 53 done. Time per epoch: 24.639[s] Speed: 479.2[samples/s]
2024-05-03 17:40:17 transreid.train INFO: Epoch[54] Iter[10/372] Loss: 1.841, Acc: 0.716, Base Lr: 1.16e-04
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2024-05-03 17:40:40 transreid.train INFO: Epoch 54 done. Time per epoch: 24.678[s] Speed: 479.8[samples/s]
2024-05-03 17:40:41 transreid.train INFO: Epoch[55] Iter[10/372] Loss: 1.916, Acc: 0.716, Base Lr: 1.13e-04
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2024-05-03 17:41:05 transreid.train INFO: Epoch 55 done. Time per epoch: 25.022[s] Speed: 471.9[samples/s]
2024-05-03 17:41:06 transreid.train INFO: Epoch[56] Iter[10/372] Loss: 1.958, Acc: 0.675, Base Lr: 1.11e-04
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2024-05-03 17:41:30 transreid.train INFO: Epoch 56 done. Time per epoch: 24.582[s] Speed: 479.1[samples/s]
2024-05-03 17:41:31 transreid.train INFO: Epoch[57] Iter[10/372] Loss: 1.996, Acc: 0.672, Base Lr: 1.08e-04
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2024-05-03 17:41:54 transreid.train INFO: Epoch 57 done. Time per epoch: 24.728[s] Speed: 477.5[samples/s]
2024-05-03 17:41:56 transreid.train INFO: Epoch[58] Iter[10/372] Loss: 1.936, Acc: 0.641, Base Lr: 1.05e-04
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2024-05-03 17:42:19 transreid.train INFO: Epoch 58 done. Time per epoch: 25.086[s] Speed: 472.0[samples/s]
2024-05-03 17:42:21 transreid.train INFO: Epoch[59] Iter[10/372] Loss: 1.975, Acc: 0.625, Base Lr: 1.03e-04
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2024-05-03 17:42:46 transreid.train INFO: Epoch 59 done. Time per epoch: 26.189[s] Speed: 450.9[samples/s]
2024-05-03 17:42:47 transreid.train INFO: Epoch[60] Iter[10/372] Loss: 1.676, Acc: 0.703, Base Lr: 1.00e-04
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2024-05-03 17:43:10 transreid.train INFO: Epoch 60 done. Time per epoch: 24.669[s] Speed: 480.0[samples/s]
2024-05-03 17:43:20 transreid.train INFO: Validation Results - Epoch: 60
2024-05-03 17:43:20 transreid.train INFO: mAP: 78.7%
2024-05-03 17:43:20 transreid.train INFO: CMC curve, Rank-1  :90.4%
2024-05-03 17:43:20 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-03 17:43:20 transreid.train INFO: CMC curve, Rank-10 :97.7%
2024-05-03 17:43:21 transreid.train INFO: Epoch[61] Iter[10/372] Loss: 2.123, Acc: 0.637, Base Lr: 9.76e-05
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2024-05-03 17:43:44 transreid.train INFO: Epoch 61 done. Time per epoch: 24.625[s] Speed: 479.5[samples/s]
2024-05-03 17:43:45 transreid.train INFO: Epoch[62] Iter[10/372] Loss: 2.077, Acc: 0.625, Base Lr: 9.50e-05
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2024-05-03 17:44:08 transreid.train INFO: Epoch[62] Iter[360/372] Loss: 1.127, Acc: 0.847, Base Lr: 9.50e-05
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2024-05-03 17:44:09 transreid.train INFO: Epoch 62 done. Time per epoch: 24.667[s] Speed: 480.0[samples/s]
2024-05-03 17:44:10 transreid.train INFO: Epoch[63] Iter[10/372] Loss: 1.950, Acc: 0.675, Base Lr: 9.24e-05
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2024-05-03 17:44:34 transreid.train INFO: Epoch 63 done. Time per epoch: 24.883[s] Speed: 474.5[samples/s]
2024-05-03 17:44:35 transreid.train INFO: Epoch[64] Iter[10/372] Loss: 1.654, Acc: 0.706, Base Lr: 8.98e-05
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2024-05-03 17:44:59 transreid.train INFO: Epoch 64 done. Time per epoch: 25.165[s] Speed: 469.2[samples/s]
2024-05-03 17:45:00 transreid.train INFO: Epoch[65] Iter[10/372] Loss: 1.752, Acc: 0.709, Base Lr: 8.72e-05
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2024-05-03 17:45:24 transreid.train INFO: Epoch 65 done. Time per epoch: 24.922[s] Speed: 473.8[samples/s]
2024-05-03 17:45:25 transreid.train INFO: Epoch[66] Iter[10/372] Loss: 1.780, Acc: 0.713, Base Lr: 8.46e-05
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2024-05-03 17:45:49 transreid.train INFO: Epoch 66 done. Time per epoch: 24.969[s] Speed: 474.2[samples/s]
2024-05-03 17:45:50 transreid.train INFO: Epoch[67] Iter[10/372] Loss: 1.728, Acc: 0.688, Base Lr: 8.20e-05
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2024-05-03 17:46:14 transreid.train INFO: Epoch 67 done. Time per epoch: 24.761[s] Speed: 478.2[samples/s]
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2024-05-03 17:46:38 transreid.train INFO: Epoch 68 done. Time per epoch: 24.755[s] Speed: 478.3[samples/s]
2024-05-03 17:46:40 transreid.train INFO: Epoch[69] Iter[10/372] Loss: 1.511, Acc: 0.753, Base Lr: 7.69e-05
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2024-05-03 17:47:03 transreid.train INFO: Epoch 69 done. Time per epoch: 24.604[s] Speed: 478.6[samples/s]
2024-05-03 17:47:04 transreid.train INFO: Epoch[70] Iter[10/372] Loss: 1.782, Acc: 0.697, Base Lr: 7.44e-05
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2024-05-03 17:47:27 transreid.train INFO: Epoch 70 done. Time per epoch: 24.586[s] Speed: 480.3[samples/s]
2024-05-03 17:47:29 transreid.train INFO: Epoch[71] Iter[10/372] Loss: 1.733, Acc: 0.666, Base Lr: 7.19e-05
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2024-05-03 17:47:52 transreid.train INFO: Epoch 71 done. Time per epoch: 24.740[s] Speed: 478.6[samples/s]
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2024-05-03 17:48:17 transreid.train INFO: Epoch 72 done. Time per epoch: 24.903[s] Speed: 475.4[samples/s]
2024-05-03 17:48:18 transreid.train INFO: Epoch[73] Iter[10/372] Loss: 1.681, Acc: 0.706, Base Lr: 6.69e-05
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2024-05-03 17:48:42 transreid.train INFO: Epoch 73 done. Time per epoch: 25.067[s] Speed: 471.1[samples/s]
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2024-05-03 17:49:07 transreid.train INFO: Epoch 74 done. Time per epoch: 24.723[s] Speed: 477.6[samples/s]
2024-05-03 17:49:08 transreid.train INFO: Epoch[75] Iter[10/372] Loss: 1.750, Acc: 0.688, Base Lr: 6.20e-05
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2024-05-03 17:49:32 transreid.train INFO: Epoch 75 done. Time per epoch: 24.598[s] Speed: 480.0[samples/s]
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2024-05-03 17:49:56 transreid.train INFO: Epoch 76 done. Time per epoch: 24.513[s] Speed: 483.0[samples/s]
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2024-05-03 17:50:21 transreid.train INFO: Epoch 77 done. Time per epoch: 24.657[s] Speed: 480.2[samples/s]
2024-05-03 17:50:22 transreid.train INFO: Epoch[78] Iter[10/372] Loss: 1.500, Acc: 0.741, Base Lr: 5.49e-05
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2024-05-03 17:50:46 transreid.train INFO: Epoch 78 done. Time per epoch: 24.839[s] Speed: 475.4[samples/s]
2024-05-03 17:50:47 transreid.train INFO: Epoch[79] Iter[10/372] Loss: 1.378, Acc: 0.788, Base Lr: 5.26e-05
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2024-05-03 17:51:10 transreid.train INFO: Epoch 79 done. Time per epoch: 24.487[s] Speed: 480.9[samples/s]
2024-05-03 17:51:11 transreid.train INFO: Epoch[80] Iter[10/372] Loss: 1.525, Acc: 0.738, Base Lr: 5.03e-05
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2024-05-03 17:51:35 transreid.train INFO: Epoch 80 done. Time per epoch: 24.830[s] Speed: 475.6[samples/s]
2024-05-03 17:51:44 transreid.train INFO: Validation Results - Epoch: 80
2024-05-03 17:51:44 transreid.train INFO: mAP: 79.8%
2024-05-03 17:51:44 transreid.train INFO: CMC curve, Rank-1  :91.3%
2024-05-03 17:51:44 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-03 17:51:44 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-05-03 17:51:46 transreid.train INFO: Epoch[81] Iter[10/372] Loss: 1.655, Acc: 0.691, Base Lr: 4.81e-05
2024-05-03 17:51:46 transreid.train INFO: Epoch[81] Iter[20/372] Loss: 1.497, Acc: 0.731, Base Lr: 4.81e-05
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2024-05-03 17:52:09 transreid.train INFO: Epoch 81 done. Time per epoch: 25.238[s] Speed: 469.1[samples/s]
2024-05-03 17:52:11 transreid.train INFO: Epoch[82] Iter[10/372] Loss: 1.210, Acc: 0.797, Base Lr: 4.58e-05
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2024-05-03 17:52:34 transreid.train INFO: Epoch 82 done. Time per epoch: 24.719[s] Speed: 477.7[samples/s]
2024-05-03 17:52:35 transreid.train INFO: Epoch[83] Iter[10/372] Loss: 1.605, Acc: 0.722, Base Lr: 4.37e-05
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2024-05-03 17:52:59 transreid.train INFO: Epoch 83 done. Time per epoch: 24.742[s] Speed: 477.3[samples/s]
2024-05-03 17:53:00 transreid.train INFO: Epoch[84] Iter[10/372] Loss: 1.540, Acc: 0.731, Base Lr: 4.15e-05
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2024-05-03 17:53:24 transreid.train INFO: Epoch 84 done. Time per epoch: 25.333[s] Speed: 467.4[samples/s]
2024-05-03 17:53:25 transreid.train INFO: Epoch[85] Iter[10/372] Loss: 1.184, Acc: 0.822, Base Lr: 3.94e-05
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2024-05-03 17:53:49 transreid.train INFO: Epoch 85 done. Time per epoch: 24.975[s] Speed: 472.8[samples/s]
2024-05-03 17:53:50 transreid.train INFO: Epoch[86] Iter[10/372] Loss: 1.470, Acc: 0.759, Base Lr: 3.74e-05
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2024-05-03 17:54:14 transreid.train INFO: Epoch 86 done. Time per epoch: 24.811[s] Speed: 475.9[samples/s]
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2024-05-03 17:54:39 transreid.train INFO: Epoch 87 done. Time per epoch: 24.711[s] Speed: 476.6[samples/s]
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2024-05-03 17:55:03 transreid.train INFO: Epoch 88 done. Time per epoch: 24.713[s] Speed: 477.8[samples/s]
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2024-05-03 17:55:28 transreid.train INFO: Epoch 89 done. Time per epoch: 24.702[s] Speed: 479.3[samples/s]
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2024-05-03 17:55:53 transreid.train INFO: Epoch 90 done. Time per epoch: 24.915[s] Speed: 475.2[samples/s]
2024-05-03 17:55:54 transreid.train INFO: Epoch[91] Iter[10/372] Loss: 1.741, Acc: 0.666, Base Lr: 2.78e-05
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2024-05-03 17:56:18 transreid.train INFO: Epoch 91 done. Time per epoch: 24.720[s] Speed: 479.0[samples/s]
2024-05-03 17:56:19 transreid.train INFO: Epoch[92] Iter[10/372] Loss: 1.163, Acc: 0.822, Base Lr: 2.60e-05
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2024-05-03 17:56:43 transreid.train INFO: Epoch 92 done. Time per epoch: 24.855[s] Speed: 476.4[samples/s]
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2024-05-03 17:57:07 transreid.train INFO: Epoch 93 done. Time per epoch: 24.652[s] Speed: 479.0[samples/s]
2024-05-03 17:57:09 transreid.train INFO: Epoch[94] Iter[10/372] Loss: 1.286, Acc: 0.788, Base Lr: 2.26e-05
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2024-05-03 17:57:32 transreid.train INFO: Epoch 94 done. Time per epoch: 24.833[s] Speed: 476.8[samples/s]
2024-05-03 17:57:33 transreid.train INFO: Epoch[95] Iter[10/372] Loss: 1.363, Acc: 0.781, Base Lr: 2.10e-05
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2024-05-03 17:57:57 transreid.train INFO: Epoch 95 done. Time per epoch: 24.844[s] Speed: 476.6[samples/s]
2024-05-03 17:57:58 transreid.train INFO: Epoch[96] Iter[10/372] Loss: 1.496, Acc: 0.756, Base Lr: 1.95e-05
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2024-05-03 17:58:22 transreid.train INFO: Epoch 96 done. Time per epoch: 24.608[s] Speed: 479.8[samples/s]
2024-05-03 17:58:23 transreid.train INFO: Epoch[97] Iter[10/372] Loss: 1.434, Acc: 0.753, Base Lr: 1.80e-05
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2024-05-03 17:58:46 transreid.train INFO: Epoch 97 done. Time per epoch: 24.778[s] Speed: 477.8[samples/s]
2024-05-03 17:58:48 transreid.train INFO: Epoch[98] Iter[10/372] Loss: 1.407, Acc: 0.781, Base Lr: 1.65e-05
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2024-05-03 17:59:11 transreid.train INFO: Epoch 98 done. Time per epoch: 24.902[s] Speed: 474.2[samples/s]
2024-05-03 17:59:12 transreid.train INFO: Epoch[99] Iter[10/372] Loss: 1.427, Acc: 0.744, Base Lr: 1.51e-05
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2024-05-03 17:59:36 transreid.train INFO: Epoch 99 done. Time per epoch: 24.901[s] Speed: 474.2[samples/s]
2024-05-03 17:59:38 transreid.train INFO: Epoch[100] Iter[10/372] Loss: 1.345, Acc: 0.772, Base Lr: 1.38e-05
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2024-05-03 18:00:01 transreid.train INFO: Epoch 100 done. Time per epoch: 24.931[s] Speed: 473.6[samples/s]
2024-05-03 18:00:11 transreid.train INFO: Validation Results - Epoch: 100
2024-05-03 18:00:11 transreid.train INFO: mAP: 80.9%
2024-05-03 18:00:11 transreid.train INFO: CMC curve, Rank-1  :92.1%
2024-05-03 18:00:11 transreid.train INFO: CMC curve, Rank-5  :97.2%
2024-05-03 18:00:11 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-03 18:00:12 transreid.train INFO: Epoch[101] Iter[10/372] Loss: 1.604, Acc: 0.691, Base Lr: 1.25e-05
2024-05-03 18:00:13 transreid.train INFO: Epoch[101] Iter[20/372] Loss: 1.441, Acc: 0.733, Base Lr: 1.25e-05
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2024-05-03 18:00:16 transreid.train INFO: Epoch[101] Iter[70/372] Loss: 1.208, Acc: 0.801, Base Lr: 1.25e-05
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2024-05-03 18:00:36 transreid.train INFO: Epoch 101 done. Time per epoch: 25.011[s] Speed: 472.1[samples/s]
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2024-05-03 18:01:01 transreid.train INFO: Epoch 102 done. Time per epoch: 24.780[s] Speed: 477.8[samples/s]
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2024-05-03 18:01:25 transreid.train INFO: Epoch 103 done. Time per epoch: 24.930[s] Speed: 474.9[samples/s]
2024-05-03 18:01:27 transreid.train INFO: Epoch[104] Iter[10/372] Loss: 1.287, Acc: 0.800, Base Lr: 9.03e-06
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2024-05-03 18:01:51 transreid.train INFO: Epoch 104 done. Time per epoch: 25.082[s] Speed: 470.8[samples/s]
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2024-05-03 18:02:16 transreid.train INFO: Epoch 105 done. Time per epoch: 24.963[s] Speed: 474.3[samples/s]
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2024-05-03 18:02:41 transreid.train INFO: Epoch 106 done. Time per epoch: 25.066[s] Speed: 469.8[samples/s]
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2024-05-03 18:03:06 transreid.train INFO: Epoch 107 done. Time per epoch: 25.152[s] Speed: 470.7[samples/s]
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2024-05-03 18:03:30 transreid.train INFO: Epoch 108 done. Time per epoch: 24.750[s] Speed: 477.1[samples/s]
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2024-05-03 18:03:55 transreid.train INFO: Epoch 109 done. Time per epoch: 24.912[s] Speed: 474.0[samples/s]
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2024-05-03 18:04:20 transreid.train INFO: Epoch 110 done. Time per epoch: 24.974[s] Speed: 472.8[samples/s]
2024-05-03 18:04:22 transreid.train INFO: Epoch[111] Iter[10/372] Loss: 1.086, Acc: 0.825, Base Lr: 3.16e-06
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2024-05-03 18:04:45 transreid.train INFO: Epoch 111 done. Time per epoch: 24.842[s] Speed: 475.3[samples/s]
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2024-05-03 18:05:10 transreid.train INFO: Epoch 112 done. Time per epoch: 24.931[s] Speed: 473.6[samples/s]
2024-05-03 18:05:11 transreid.train INFO: Epoch[113] Iter[10/372] Loss: 1.276, Acc: 0.759, Base Lr: 2.07e-06
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2024-05-03 18:05:35 transreid.train INFO: Epoch 113 done. Time per epoch: 24.943[s] Speed: 474.7[samples/s]
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2024-05-03 18:06:00 transreid.train INFO: Epoch 114 done. Time per epoch: 24.988[s] Speed: 472.5[samples/s]
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2024-05-03 18:06:25 transreid.train INFO: Epoch 115 done. Time per epoch: 24.871[s] Speed: 474.8[samples/s]
2024-05-03 18:06:26 transreid.train INFO: Epoch[116] Iter[10/372] Loss: 1.126, Acc: 0.806, Base Lr: 9.47e-07
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2024-05-03 18:06:50 transreid.train INFO: Epoch 116 done. Time per epoch: 24.941[s] Speed: 474.7[samples/s]
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2024-05-03 18:07:15 transreid.train INFO: Epoch 117 done. Time per epoch: 24.820[s] Speed: 477.0[samples/s]
2024-05-03 18:07:16 transreid.train INFO: Epoch[118] Iter[10/372] Loss: 1.407, Acc: 0.750, Base Lr: 5.37e-07
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2024-05-03 18:07:40 transreid.train INFO: Epoch 118 done. Time per epoch: 25.375[s] Speed: 465.3[samples/s]
2024-05-03 18:07:42 transreid.train INFO: Epoch[119] Iter[10/372] Loss: 1.228, Acc: 0.791, Base Lr: 4.34e-07
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2024-05-03 18:08:05 transreid.train INFO: Epoch 119 done. Time per epoch: 25.050[s] Speed: 472.7[samples/s]
2024-05-03 18:08:06 transreid.train INFO: Epoch[120] Iter[10/372] Loss: 1.342, Acc: 0.797, Base Lr: 4.00e-07
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2024-05-03 18:08:30 transreid.train INFO: Epoch 120 done. Time per epoch: 24.793[s] Speed: 477.5[samples/s]
2024-05-03 18:08:40 transreid.train INFO: Validation Results - Epoch: 120
2024-05-03 18:08:40 transreid.train INFO: mAP: 81.0%
2024-05-03 18:08:40 transreid.train INFO: CMC curve, Rank-1  :92.0%
2024-05-03 18:08:40 transreid.train INFO: CMC curve, Rank-5  :97.2%
2024-05-03 18:08:40 transreid.train INFO: CMC curve, Rank-10 :98.1%
