2024-04-29 18:02:27 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_1_0_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-29 18:02:27 transreid INFO: Loaded configuration file configs/msmt17/ghostnet_1_0.yml
2024-04-29 18:02:27 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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: 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: ghostnet_1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_1_0.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_1_0_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  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: 40
  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 18:02:27 transreid.check INFO: Dataset statistics:
2024-04-29 18:02:27 transreid.check INFO:   ----------------------------------------
2024-04-29 18:02:27 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 18:02:27 transreid.check INFO:   ----------------------------------------
2024-04-29 18:02:27 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 18:02:27 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 18:02:27 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 18:02:27 transreid.check INFO:   ----------------------------------------
2024-04-29 18:02:31 transreid INFO: ===========using cosine learning rate=======
2024-04-29 18:02:31 transreid.train INFO: start training
2024-04-29 18:02:37 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 13.872, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 18:02:37 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 13.797, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-29 18:03:18 transreid.train INFO: Epoch 1 done. Time per epoch: 46.451[s] Speed: 654.4[samples/s]
2024-04-29 18:03:19 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.338, Acc: 0.000, Base Lr: 4.36e-05
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2024-04-29 18:04:01 transreid.train INFO: Epoch 2 done. Time per epoch: 43.576[s] Speed: 697.6[samples/s]
2024-04-29 18:04:03 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.279, Acc: 0.014, Base Lr: 6.34e-05
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2024-04-29 18:05:29 transreid.train INFO: Epoch 4 done. Time per epoch: 43.665[s] Speed: 693.3[samples/s]
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2024-04-29 18:06:12 transreid.train INFO: Epoch 5 done. Time per epoch: 43.027[s] Speed: 703.6[samples/s]
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2024-04-29 18:07:38 transreid.train INFO: Epoch 7 done. Time per epoch: 42.551[s] Speed: 712.9[samples/s]
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2024-04-29 18:08:21 transreid.train INFO: Epoch 8 done. Time per epoch: 42.900[s] Speed: 705.6[samples/s]
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2024-04-29 18:09:46 transreid.train INFO: Epoch 10 done. Time per epoch: 42.757[s] Speed: 711.0[samples/s]
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2024-04-29 18:10:29 transreid.train INFO: Epoch 11 done. Time per epoch: 42.564[s] Speed: 709.7[samples/s]
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2024-04-29 18:11:11 transreid.train INFO: Epoch 12 done. Time per epoch: 42.586[s] Speed: 713.8[samples/s]
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2024-04-29 18:12:36 transreid.train INFO: Epoch 14 done. Time per epoch: 42.724[s] Speed: 710.0[samples/s]
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2024-04-29 18:13:19 transreid.train INFO: Epoch 15 done. Time per epoch: 42.323[s] Speed: 715.3[samples/s]
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2024-04-29 18:14:43 transreid.train INFO: Epoch 17 done. Time per epoch: 42.627[s] Speed: 711.7[samples/s]
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2024-04-29 18:15:26 transreid.train INFO: Epoch 18 done. Time per epoch: 42.505[s] Speed: 713.7[samples/s]
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2024-04-29 18:16:51 transreid.train INFO: Epoch 20 done. Time per epoch: 42.426[s] Speed: 715.0[samples/s]
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2024-04-29 18:17:34 transreid.train INFO: Epoch 21 done. Time per epoch: 42.598[s] Speed: 712.1[samples/s]
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2024-04-29 18:18:59 transreid.train INFO: Epoch 23 done. Time per epoch: 42.420[s] Speed: 715.1[samples/s]
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2024-04-29 18:19:41 transreid.train INFO: Epoch 24 done. Time per epoch: 42.309[s] Speed: 717.0[samples/s]
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2024-04-29 18:20:23 transreid.train INFO: Epoch 25 done. Time per epoch: 42.223[s] Speed: 720.0[samples/s]
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2024-04-29 18:21:06 transreid.train INFO: Epoch 26 done. Time per epoch: 42.293[s] Speed: 718.8[samples/s]
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2024-04-29 18:21:48 transreid.train INFO: Epoch 27 done. Time per epoch: 42.546[s] Speed: 714.5[samples/s]
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2024-04-29 18:23:13 transreid.train INFO: Epoch 29 done. Time per epoch: 42.306[s] Speed: 715.6[samples/s]
2024-04-29 18:23:14 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 3.080, Acc: 0.498, Base Lr: 3.42e-04
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2024-04-29 18:23:55 transreid.train INFO: Epoch 30 done. Time per epoch: 42.550[s] Speed: 712.9[samples/s]
2024-04-29 18:23:57 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 2.810, Acc: 0.528, Base Lr: 3.38e-04
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2024-04-29 18:24:38 transreid.train INFO: Epoch 31 done. Time per epoch: 42.282[s] Speed: 716.0[samples/s]
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2024-04-29 18:25:20 transreid.train INFO: Epoch 32 done. Time per epoch: 42.592[s] Speed: 713.7[samples/s]
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2024-04-29 18:26:03 transreid.train INFO: Epoch 33 done. Time per epoch: 42.862[s] Speed: 707.8[samples/s]
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2024-04-29 18:26:45 transreid.train INFO: Epoch 34 done. Time per epoch: 42.306[s] Speed: 715.6[samples/s]
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2024-04-29 18:27:28 transreid.train INFO: Epoch 35 done. Time per epoch: 42.701[s] Speed: 711.9[samples/s]
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2024-04-29 18:28:11 transreid.train INFO: Epoch 36 done. Time per epoch: 42.790[s] Speed: 706.0[samples/s]
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2024-04-29 18:28:54 transreid.train INFO: Epoch 37 done. Time per epoch: 42.893[s] Speed: 707.2[samples/s]
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2024-04-29 18:29:37 transreid.train INFO: Epoch 38 done. Time per epoch: 42.824[s] Speed: 708.4[samples/s]
2024-04-29 18:29:38 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 2.062, Acc: 0.681, Base Lr: 3.05e-04
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2024-04-29 18:30:19 transreid.train INFO: Epoch 39 done. Time per epoch: 42.790[s] Speed: 708.9[samples/s]
2024-04-29 18:30:21 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 2.099, Acc: 0.703, Base Lr: 3.00e-04
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2024-04-29 18:31:02 transreid.train INFO: Epoch 40 done. Time per epoch: 43.080[s] Speed: 705.7[samples/s]
2024-04-29 18:32:34 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 18:32:34 transreid.train INFO: mAP: 44.9%
2024-04-29 18:32:34 transreid.train INFO: CMC curve, Rank-1  :69.0%
2024-04-29 18:32:34 transreid.train INFO: CMC curve, Rank-5  :82.3%
2024-04-29 18:32:34 transreid.train INFO: CMC curve, Rank-10 :86.3%
2024-04-29 18:32:38 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 1.778, Acc: 0.733, Base Lr: 2.96e-04
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2024-04-29 18:33:19 transreid.train INFO: Epoch 41 done. Time per epoch: 45.364[s] Speed: 670.1[samples/s]
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2024-04-29 18:34:05 transreid.train INFO: Epoch 42 done. Time per epoch: 45.366[s] Speed: 668.7[samples/s]
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2024-04-29 18:34:50 transreid.train INFO: Epoch 43 done. Time per epoch: 45.172[s] Speed: 671.6[samples/s]
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2024-04-29 18:35:35 transreid.train INFO: Epoch 44 done. Time per epoch: 45.473[s] Speed: 668.5[samples/s]
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2024-04-29 18:36:21 transreid.train INFO: Epoch 45 done. Time per epoch: 45.281[s] Speed: 668.5[samples/s]
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2024-04-29 18:37:06 transreid.train INFO: Epoch 46 done. Time per epoch: 45.066[s] Speed: 671.7[samples/s]
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2024-04-29 18:37:51 transreid.train INFO: Epoch 47 done. Time per epoch: 45.666[s] Speed: 661.5[samples/s]
2024-04-29 18:37:55 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 1.376, Acc: 0.814, Base Lr: 2.62e-04
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2024-04-29 18:38:36 transreid.train INFO: Epoch 48 done. Time per epoch: 44.886[s] Speed: 670.1[samples/s]
2024-04-29 18:38:40 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 1.388, Acc: 0.817, Base Lr: 2.57e-04
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2024-04-29 18:39:22 transreid.train INFO: Epoch 49 done. Time per epoch: 45.528[s] Speed: 664.9[samples/s]
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2024-04-29 18:40:08 transreid.train INFO: Epoch 50 done. Time per epoch: 46.009[s] Speed: 658.0[samples/s]
2024-04-29 18:40:11 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 1.136, Acc: 0.858, Base Lr: 2.47e-04
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2024-04-29 18:40:53 transreid.train INFO: Epoch 51 done. Time per epoch: 45.475[s] Speed: 671.3[samples/s]
2024-04-29 18:40:57 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 1.159, Acc: 0.841, Base Lr: 2.42e-04
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2024-04-29 18:41:39 transreid.train INFO: Epoch 52 done. Time per epoch: 45.702[s] Speed: 665.2[samples/s]
2024-04-29 18:41:43 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 1.180, Acc: 0.845, Base Lr: 2.37e-04
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2024-04-29 18:42:25 transreid.train INFO: Epoch 53 done. Time per epoch: 45.640[s] Speed: 664.7[samples/s]
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2024-04-29 18:43:10 transreid.train INFO: Epoch 54 done. Time per epoch: 45.244[s] Speed: 674.7[samples/s]
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2024-04-29 18:43:55 transreid.train INFO: Epoch 55 done. Time per epoch: 44.887[s] Speed: 673.0[samples/s]
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2024-04-29 18:44:40 transreid.train INFO: Epoch 56 done. Time per epoch: 45.534[s] Speed: 663.4[samples/s]
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2024-04-29 18:45:26 transreid.train INFO: Epoch 57 done. Time per epoch: 45.161[s] Speed: 671.7[samples/s]
2024-04-29 18:45:29 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.947, Acc: 0.866, Base Lr: 2.11e-04
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2024-04-29 18:46:11 transreid.train INFO: Epoch 58 done. Time per epoch: 45.835[s] Speed: 660.5[samples/s]
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2024-04-29 18:46:57 transreid.train INFO: Epoch 59 done. Time per epoch: 45.899[s] Speed: 662.3[samples/s]
2024-04-29 18:47:01 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.891, Acc: 0.886, Base Lr: 2.00e-04
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2024-04-29 18:47:42 transreid.train INFO: Epoch 60 done. Time per epoch: 45.211[s] Speed: 668.2[samples/s]
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2024-04-29 18:48:29 transreid.train INFO: Epoch 61 done. Time per epoch: 46.059[s] Speed: 658.6[samples/s]
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2024-04-29 18:49:14 transreid.train INFO: Epoch 62 done. Time per epoch: 45.482[s] Speed: 662.8[samples/s]
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2024-04-29 18:50:00 transreid.train INFO: Epoch 63 done. Time per epoch: 45.688[s] Speed: 664.0[samples/s]
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2024-04-29 18:50:45 transreid.train INFO: Epoch 64 done. Time per epoch: 45.506[s] Speed: 666.6[samples/s]
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2024-04-29 18:51:31 transreid.train INFO: Epoch 65 done. Time per epoch: 45.308[s] Speed: 668.1[samples/s]
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2024-04-29 18:52:17 transreid.train INFO: Epoch 66 done. Time per epoch: 46.483[s] Speed: 652.6[samples/s]
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2024-04-29 18:53:03 transreid.train INFO: Epoch 67 done. Time per epoch: 45.868[s] Speed: 661.4[samples/s]
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2024-04-29 18:53:48 transreid.train INFO: Epoch 68 done. Time per epoch: 44.988[s] Speed: 672.9[samples/s]
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2024-04-29 18:54:34 transreid.train INFO: Epoch 69 done. Time per epoch: 45.876[s] Speed: 661.3[samples/s]
2024-04-29 18:54:37 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.693, Acc: 0.936, Base Lr: 1.49e-04
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2024-04-29 18:55:19 transreid.train INFO: Epoch 70 done. Time per epoch: 45.148[s] Speed: 670.5[samples/s]
2024-04-29 18:55:23 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.612, Acc: 0.948, Base Lr: 1.44e-04
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2024-04-29 18:56:06 transreid.train INFO: Epoch 71 done. Time per epoch: 46.795[s] Speed: 648.3[samples/s]
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2024-04-29 18:56:51 transreid.train INFO: Epoch 72 done. Time per epoch: 45.301[s] Speed: 668.2[samples/s]
2024-04-29 18:56:55 transreid.train INFO: Epoch[73] Iter[10/486] Loss: 0.687, Acc: 0.931, Base Lr: 1.34e-04
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2024-04-29 18:57:36 transreid.train INFO: Epoch 73 done. Time per epoch: 45.411[s] Speed: 668.0[samples/s]
2024-04-29 18:57:40 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.669, Acc: 0.927, Base Lr: 1.29e-04
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2024-04-29 18:58:22 transreid.train INFO: Epoch 74 done. Time per epoch: 45.534[s] Speed: 667.6[samples/s]
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2024-04-29 18:59:07 transreid.train INFO: Epoch 75 done. Time per epoch: 45.322[s] Speed: 669.3[samples/s]
2024-04-29 18:59:11 transreid.train INFO: Epoch[76] Iter[10/486] Loss: 0.693, Acc: 0.919, Base Lr: 1.19e-04
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2024-04-29 18:59:53 transreid.train INFO: Epoch 76 done. Time per epoch: 45.431[s] Speed: 667.7[samples/s]
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2024-04-29 19:00:38 transreid.train INFO: Epoch 77 done. Time per epoch: 45.437[s] Speed: 667.7[samples/s]
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2024-04-29 19:01:24 transreid.train INFO: Epoch 78 done. Time per epoch: 45.817[s] Speed: 662.1[samples/s]
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2024-04-29 19:02:10 transreid.train INFO: Epoch 79 done. Time per epoch: 45.674[s] Speed: 662.8[samples/s]
2024-04-29 19:02:13 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.564, Acc: 0.936, Base Lr: 1.01e-04
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2024-04-29 19:02:55 transreid.train INFO: Epoch 80 done. Time per epoch: 45.313[s] Speed: 665.2[samples/s]
2024-04-29 19:04:35 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 19:04:35 transreid.train INFO: mAP: 52.0%
2024-04-29 19:04:35 transreid.train INFO: CMC curve, Rank-1  :75.3%
2024-04-29 19:04:35 transreid.train INFO: CMC curve, Rank-5  :86.9%
2024-04-29 19:04:35 transreid.train INFO: CMC curve, Rank-10 :90.2%
2024-04-29 19:04:39 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.554, Acc: 0.947, Base Lr: 9.61e-05
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2024-04-29 19:05:21 transreid.train INFO: Epoch 81 done. Time per epoch: 46.851[s] Speed: 648.9[samples/s]
2024-04-29 19:05:26 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.460, Acc: 0.967, Base Lr: 9.17e-05
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2024-04-29 19:06:08 transreid.train INFO: Epoch 82 done. Time per epoch: 46.595[s] Speed: 651.1[samples/s]
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2024-04-29 19:06:54 transreid.train INFO: Epoch 83 done. Time per epoch: 46.161[s] Speed: 655.8[samples/s]
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2024-04-29 19:07:41 transreid.train INFO: Epoch 84 done. Time per epoch: 46.320[s] Speed: 656.3[samples/s]
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2024-04-29 19:08:27 transreid.train INFO: Epoch 85 done. Time per epoch: 46.593[s] Speed: 648.3[samples/s]
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2024-04-29 19:09:14 transreid.train INFO: Epoch 86 done. Time per epoch: 46.749[s] Speed: 647.5[samples/s]
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2024-04-29 19:10:00 transreid.train INFO: Epoch 87 done. Time per epoch: 46.509[s] Speed: 650.9[samples/s]
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2024-04-29 19:10:47 transreid.train INFO: Epoch 88 done. Time per epoch: 46.181[s] Speed: 656.9[samples/s]
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2024-04-29 19:11:33 transreid.train INFO: Epoch 89 done. Time per epoch: 46.674[s] Speed: 650.0[samples/s]
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2024-04-29 19:12:20 transreid.train INFO: Epoch 90 done. Time per epoch: 46.338[s] Speed: 654.7[samples/s]
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2024-04-29 19:13:06 transreid.train INFO: Epoch 91 done. Time per epoch: 46.681[s] Speed: 648.5[samples/s]
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2024-04-29 19:13:52 transreid.train INFO: Epoch 92 done. Time per epoch: 46.092[s] Speed: 660.9[samples/s]
2024-04-29 19:13:57 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.540, Acc: 0.947, Base Lr: 4.86e-05
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2024-04-29 19:14:39 transreid.train INFO: Epoch 93 done. Time per epoch: 46.596[s] Speed: 652.4[samples/s]
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2024-04-29 19:15:25 transreid.train INFO: Epoch 94 done. Time per epoch: 46.395[s] Speed: 653.9[samples/s]
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2024-04-29 19:16:12 transreid.train INFO: Epoch 95 done. Time per epoch: 46.682[s] Speed: 649.8[samples/s]
2024-04-29 19:16:17 transreid.train INFO: Epoch[96] Iter[10/486] Loss: 0.505, Acc: 0.953, Base Lr: 3.89e-05
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2024-04-29 19:16:58 transreid.train INFO: Epoch 96 done. Time per epoch: 46.447[s] Speed: 653.1[samples/s]
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2024-04-29 19:17:45 transreid.train INFO: Epoch 97 done. Time per epoch: 46.541[s] Speed: 649.1[samples/s]
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2024-04-29 19:18:31 transreid.train INFO: Epoch 98 done. Time per epoch: 46.063[s] Speed: 653.0[samples/s]
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2024-04-29 19:19:18 transreid.train INFO: Epoch 99 done. Time per epoch: 46.886[s] Speed: 647.0[samples/s]
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2024-04-29 19:20:05 transreid.train INFO: Epoch 100 done. Time per epoch: 46.536[s] Speed: 651.9[samples/s]
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2024-04-29 19:20:51 transreid.train INFO: Epoch 101 done. Time per epoch: 46.654[s] Speed: 653.0[samples/s]
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2024-04-29 19:21:38 transreid.train INFO: Epoch 102 done. Time per epoch: 46.617[s] Speed: 648.0[samples/s]
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2024-04-29 19:22:25 transreid.train INFO: Epoch 103 done. Time per epoch: 47.146[s] Speed: 643.5[samples/s]
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2024-04-29 19:23:13 transreid.train INFO: Epoch 104 done. Time per epoch: 48.178[s] Speed: 627.0[samples/s]
2024-04-29 19:23:18 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.469, Acc: 0.964, Base Lr: 1.60e-05
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2024-04-29 19:23:59 transreid.train INFO: Epoch 105 done. Time per epoch: 46.328[s] Speed: 650.7[samples/s]
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2024-04-29 19:24:46 transreid.train INFO: Epoch 106 done. Time per epoch: 46.359[s] Speed: 651.6[samples/s]
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2024-04-29 19:25:32 transreid.train INFO: Epoch 107 done. Time per epoch: 46.466[s] Speed: 652.9[samples/s]
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2024-04-29 19:26:19 transreid.train INFO: Epoch 108 done. Time per epoch: 46.689[s] Speed: 648.4[samples/s]
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2024-04-29 19:27:06 transreid.train INFO: Epoch 109 done. Time per epoch: 47.237[s] Speed: 640.9[samples/s]
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2024-04-29 19:27:53 transreid.train INFO: Epoch 110 done. Time per epoch: 46.343[s] Speed: 653.2[samples/s]
2024-04-29 19:27:57 transreid.train INFO: Epoch[111] Iter[10/486] Loss: 0.427, Acc: 0.964, Base Lr: 6.31e-06
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2024-04-29 19:28:39 transreid.train INFO: Epoch 111 done. Time per epoch: 46.797[s] Speed: 646.9[samples/s]
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2024-04-29 19:29:26 transreid.train INFO: Epoch 112 done. Time per epoch: 46.581[s] Speed: 648.5[samples/s]
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2024-04-29 19:30:13 transreid.train INFO: Epoch 113 done. Time per epoch: 46.669[s] Speed: 651.4[samples/s]
2024-04-29 19:30:17 transreid.train INFO: Epoch[114] Iter[10/486] Loss: 0.465, Acc: 0.953, Base Lr: 3.26e-06
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2024-04-29 19:30:59 transreid.train INFO: Epoch 114 done. Time per epoch: 46.754[s] Speed: 647.5[samples/s]
2024-04-29 19:31:04 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.454, Acc: 0.959, Base Lr: 2.51e-06
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2024-04-29 19:31:46 transreid.train INFO: Epoch 115 done. Time per epoch: 46.800[s] Speed: 646.8[samples/s]
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2024-04-29 19:32:33 transreid.train INFO: Epoch 116 done. Time per epoch: 46.599[s] Speed: 649.6[samples/s]
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2024-04-29 19:33:20 transreid.train INFO: Epoch 117 done. Time per epoch: 46.825[s] Speed: 649.2[samples/s]
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2024-04-29 19:34:06 transreid.train INFO: Epoch 118 done. Time per epoch: 46.611[s] Speed: 652.2[samples/s]
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2024-04-29 19:34:53 transreid.train INFO: Epoch[119] Iter[470/486] Loss: 0.295, Acc: 0.981, Base Lr: 8.68e-07
2024-04-29 19:34:54 transreid.train INFO: Epoch 119 done. Time per epoch: 47.578[s] Speed: 637.6[samples/s]
2024-04-29 19:34:58 transreid.train INFO: Epoch[120] Iter[10/486] Loss: 0.348, Acc: 0.980, Base Lr: 8.00e-07
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2024-04-29 19:35:39 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.290, Acc: 0.981, Base Lr: 8.00e-07
2024-04-29 19:35:40 transreid.train INFO: Epoch 120 done. Time per epoch: 46.628[s] Speed: 650.6[samples/s]
2024-04-29 19:37:21 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 19:37:21 transreid.train INFO: mAP: 53.7%
2024-04-29 19:37:21 transreid.train INFO: CMC curve, Rank-1  :76.9%
2024-04-29 19:37:21 transreid.train INFO: CMC curve, Rank-5  :87.6%
2024-04-29 19:37:21 transreid.train INFO: CMC curve, Rank-10 :90.8%
