2024-04-30 23:33:26 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet152_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 23:33:26 transreid INFO: Loaded configuration file configs/msmt17/resnet152.yml
2024-04-30 23:33:26 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: resnet152
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet152.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/resnet152_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 23:33:26 transreid.check INFO: Dataset statistics:
2024-04-30 23:33:26 transreid.check INFO:   ----------------------------------------
2024-04-30 23:33:26 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 23:33:26 transreid.check INFO:   ----------------------------------------
2024-04-30 23:33:26 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 23:33:26 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 23:33:26 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 23:33:26 transreid.check INFO:   ----------------------------------------
2024-04-30 23:33:30 transreid INFO: ===========using cosine learning rate=======
2024-04-30 23:33:30 transreid.train INFO: start training
2024-04-30 23:34:04 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.484, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:34:17 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.317, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:34:29 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.199, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:34:42 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.098, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:34:54 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 10.002, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:35:06 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.922, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:35:19 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.880, Acc: 0.002, Base Lr: 4.76e-04
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2024-04-30 23:43:45 transreid.train INFO: Epoch 1 done. Time per epoch: 613.760[s] Speed: 49.5[samples/s]
2024-04-30 23:43:58 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.586, Acc: 0.036, Base Lr: 8.72e-04
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2024-04-30 23:53:41 transreid.train INFO: Epoch 2 done. Time per epoch: 595.565[s] Speed: 51.0[samples/s]
2024-04-30 23:53:54 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.002, Acc: 0.039, Base Lr: 1.27e-03
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2024-05-01 00:23:25 transreid.train INFO: Epoch 5 done. Time per epoch: 595.277[s] Speed: 50.9[samples/s]
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2024-05-01 00:43:06 transreid.train INFO: Epoch 7 done. Time per epoch: 590.607[s] Speed: 51.4[samples/s]
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2024-05-01 00:52:57 transreid.train INFO: Epoch 8 done. Time per epoch: 591.163[s] Speed: 51.2[samples/s]
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2024-05-01 01:12:42 transreid.train INFO: Epoch 10 done. Time per epoch: 593.708[s] Speed: 51.2[samples/s]
2024-05-01 01:12:55 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 0.992, Acc: 0.869, Base Lr: 4.44e-03
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2024-05-01 01:22:31 transreid.train INFO: Epoch 11 done. Time per epoch: 589.556[s] Speed: 51.2[samples/s]
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2024-05-01 01:32:20 transreid.train INFO: Epoch 12 done. Time per epoch: 588.701[s] Speed: 51.6[samples/s]
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2024-05-01 02:21:05 transreid.train INFO: Epoch 17 done. Time per epoch: 586.975[s] Speed: 51.7[samples/s]
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2024-05-01 02:30:51 transreid.train INFO: Epoch 18 done. Time per epoch: 586.718[s] Speed: 51.7[samples/s]
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2024-05-01 02:40:37 transreid.train INFO: Epoch 19 done. Time per epoch: 585.679[s] Speed: 51.8[samples/s]
2024-05-01 02:40:50 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.621, Acc: 0.930, Base Lr: 7.47e-03
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2024-05-01 02:50:23 transreid.train INFO: Epoch 20 done. Time per epoch: 585.379[s] Speed: 51.8[samples/s]
2024-05-01 03:00:47 transreid.train INFO: Validation Results - Epoch: 20
2024-05-01 03:00:47 transreid.train INFO: mAP: 31.7%
2024-05-01 03:00:47 transreid.train INFO: CMC curve, Rank-1  :59.3%
2024-05-01 03:00:47 transreid.train INFO: CMC curve, Rank-5  :74.3%
2024-05-01 03:00:47 transreid.train INFO: CMC curve, Rank-10 :79.4%
2024-05-01 03:01:02 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.600, Acc: 0.911, Base Lr: 7.41e-03
2024-05-01 03:01:14 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.534, Acc: 0.930, Base Lr: 7.41e-03
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2024-05-01 03:10:29 transreid.train INFO: Epoch 21 done. Time per epoch: 581.595[s] Speed: 52.2[samples/s]
2024-05-01 03:10:43 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.551, Acc: 0.930, Base Lr: 7.36e-03
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2024-05-01 03:29:49 transreid.train INFO: Epoch 23 done. Time per epoch: 578.451[s] Speed: 52.4[samples/s]
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2024-05-01 03:39:23 transreid.train INFO: Epoch 24 done. Time per epoch: 574.379[s] Speed: 52.8[samples/s]
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2024-05-01 03:58:35 transreid.train INFO: Epoch 26 done. Time per epoch: 574.990[s] Speed: 52.9[samples/s]
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2024-05-01 04:08:22 transreid.train INFO: Epoch 27 done. Time per epoch: 586.817[s] Speed: 51.8[samples/s]
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2024-05-01 04:27:26 transreid.train INFO: Epoch 29 done. Time per epoch: 575.554[s] Speed: 52.6[samples/s]
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2024-05-01 04:36:56 transreid.train INFO: Epoch 30 done. Time per epoch: 570.032[s] Speed: 53.2[samples/s]
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2024-05-01 04:55:33 transreid.train INFO: Epoch 32 done. Time per epoch: 558.905[s] Speed: 54.4[samples/s]
2024-05-01 04:55:47 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.231, Acc: 0.977, Base Lr: 6.60e-03
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2024-05-01 05:04:51 transreid.train INFO: Epoch 33 done. Time per epoch: 558.387[s] Speed: 54.3[samples/s]
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2024-05-01 05:14:09 transreid.train INFO: Epoch 34 done. Time per epoch: 557.891[s] Speed: 54.3[samples/s]
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2024-05-01 05:32:48 transreid.train INFO: Epoch 36 done. Time per epoch: 557.133[s] Speed: 54.2[samples/s]
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2024-05-01 05:42:08 transreid.train INFO: Epoch 37 done. Time per epoch: 559.770[s] Speed: 54.2[samples/s]
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2024-05-01 05:51:26 transreid.train INFO: Epoch 38 done. Time per epoch: 558.421[s] Speed: 54.3[samples/s]
2024-05-01 05:51:40 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.121, Acc: 0.986, Base Lr: 6.09e-03
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2024-05-01 06:00:45 transreid.train INFO: Epoch 39 done. Time per epoch: 559.016[s] Speed: 54.3[samples/s]
2024-05-01 06:00:59 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.130, Acc: 0.991, Base Lr: 6.00e-03
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2024-05-01 06:10:04 transreid.train INFO: Epoch 40 done. Time per epoch: 558.799[s] Speed: 54.4[samples/s]
2024-05-01 06:19:54 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 06:19:54 transreid.train INFO: mAP: 46.5%
2024-05-01 06:19:54 transreid.train INFO: CMC curve, Rank-1  :71.3%
2024-05-01 06:19:54 transreid.train INFO: CMC curve, Rank-5  :84.3%
2024-05-01 06:19:54 transreid.train INFO: CMC curve, Rank-10 :88.3%
2024-05-01 06:20:09 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.105, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-01 06:30:23 transreid.train INFO: Epoch 42 done. Time per epoch: 277.485[s] Speed: 109.3[samples/s]
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2024-05-01 06:35:00 transreid.train INFO: Epoch 43 done. Time per epoch: 277.415[s] Speed: 109.4[samples/s]
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2024-05-01 07:16:37 transreid.train INFO: Epoch 52 done. Time per epoch: 278.771[s] Speed: 109.1[samples/s]
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2024-05-01 07:30:31 transreid.train INFO: Epoch 55 done. Time per epoch: 276.102[s] Speed: 109.4[samples/s]
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2024-05-01 07:35:07 transreid.train INFO: Epoch 56 done. Time per epoch: 275.667[s] Speed: 109.6[samples/s]
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2024-05-01 07:44:22 transreid.train INFO: Epoch 58 done. Time per epoch: 277.613[s] Speed: 109.0[samples/s]
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2024-05-01 07:49:00 transreid.train INFO: Epoch 59 done. Time per epoch: 278.254[s] Speed: 109.3[samples/s]
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2024-05-01 07:53:36 transreid.train INFO: Epoch 60 done. Time per epoch: 275.728[s] Speed: 109.6[samples/s]
2024-05-01 07:59:50 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 07:59:50 transreid.train INFO: mAP: 51.7%
2024-05-01 07:59:50 transreid.train INFO: CMC curve, Rank-1  :75.5%
2024-05-01 07:59:50 transreid.train INFO: CMC curve, Rank-5  :87.0%
2024-05-01 07:59:50 transreid.train INFO: CMC curve, Rank-10 :90.4%
2024-05-01 07:59:59 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-01 08:04:26 transreid.train INFO: Epoch 61 done. Time per epoch: 275.450[s] Speed: 110.1[samples/s]
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2024-05-01 08:09:04 transreid.train INFO: Epoch 62 done. Time per epoch: 278.257[s] Speed: 108.3[samples/s]
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2024-05-01 08:18:23 transreid.train INFO: Epoch 64 done. Time per epoch: 279.140[s] Speed: 108.7[samples/s]
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2024-05-01 08:23:00 transreid.train INFO: Epoch 65 done. Time per epoch: 277.010[s] Speed: 109.3[samples/s]
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2024-05-01 08:32:16 transreid.train INFO: Epoch 67 done. Time per epoch: 278.076[s] Speed: 109.1[samples/s]
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2024-05-01 08:36:54 transreid.train INFO: Epoch 68 done. Time per epoch: 277.341[s] Speed: 109.2[samples/s]
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2024-05-01 08:50:47 transreid.train INFO: Epoch 71 done. Time per epoch: 277.344[s] Speed: 109.4[samples/s]
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2024-05-01 09:04:42 transreid.train INFO: Epoch 74 done. Time per epoch: 279.510[s] Speed: 108.8[samples/s]
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2024-05-01 09:18:35 transreid.train INFO: Epoch 77 done. Time per epoch: 277.405[s] Speed: 109.4[samples/s]
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2024-05-01 09:27:49 transreid.train INFO: Epoch 79 done. Time per epoch: 276.738[s] Speed: 109.4[samples/s]
2024-05-01 09:27:59 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.012, Acc: 1.000, Base Lr: 2.01e-03
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2024-05-01 09:32:25 transreid.train INFO: Epoch 80 done. Time per epoch: 275.700[s] Speed: 109.3[samples/s]
2024-05-01 09:38:29 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 09:38:29 transreid.train INFO: mAP: 55.2%
2024-05-01 09:38:29 transreid.train INFO: CMC curve, Rank-1  :78.2%
2024-05-01 09:38:29 transreid.train INFO: CMC curve, Rank-5  :88.7%
2024-05-01 09:38:29 transreid.train INFO: CMC curve, Rank-10 :91.7%
2024-05-01 09:38:38 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-01 09:43:03 transreid.train INFO: Epoch 81 done. Time per epoch: 273.556[s] Speed: 111.1[samples/s]
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2024-05-01 10:24:36 transreid.train INFO: Epoch 90 done. Time per epoch: 277.409[s] Speed: 109.4[samples/s]
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2024-05-01 10:33:52 transreid.train INFO: Epoch 92 done. Time per epoch: 279.001[s] Speed: 109.2[samples/s]
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2024-05-01 10:38:28 transreid.train INFO: Epoch 93 done. Time per epoch: 275.558[s] Speed: 110.3[samples/s]
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2024-05-01 11:05:53 transreid.train INFO: Epoch 99 done. Time per epoch: 275.067[s] Speed: 110.3[samples/s]
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2024-05-01 11:10:29 transreid.train INFO: Epoch 100 done. Time per epoch: 275.078[s] Speed: 110.3[samples/s]
2024-05-01 11:16:28 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 11:16:28 transreid.train INFO: mAP: 55.7%
2024-05-01 11:16:28 transreid.train INFO: CMC curve, Rank-1  :78.7%
2024-05-01 11:16:28 transreid.train INFO: CMC curve, Rank-5  :88.8%
2024-05-01 11:16:28 transreid.train INFO: CMC curve, Rank-10 :91.7%
2024-05-01 11:16:38 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.011, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-01 11:30:12 transreid.train INFO: Epoch 103 done. Time per epoch: 275.898[s] Speed: 110.0[samples/s]
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2024-05-01 11:43:56 transreid.train INFO: Epoch 106 done. Time per epoch: 275.262[s] Speed: 109.7[samples/s]
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2024-05-01 11:57:40 transreid.train INFO: Epoch 109 done. Time per epoch: 275.050[s] Speed: 110.1[samples/s]
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2024-05-01 12:06:48 transreid.train INFO: Epoch 111 done. Time per epoch: 273.896[s] Speed: 110.5[samples/s]
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2024-05-01 12:11:24 transreid.train INFO: Epoch 112 done. Time per epoch: 276.212[s] Speed: 109.4[samples/s]
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2024-05-01 12:15:59 transreid.train INFO: Epoch 113 done. Time per epoch: 275.186[s] Speed: 110.5[samples/s]
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2024-05-01 12:25:08 transreid.train INFO: Epoch 115 done. Time per epoch: 274.442[s] Speed: 110.3[samples/s]
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2024-05-01 12:29:41 transreid.train INFO: Epoch 116 done. Time per epoch: 273.586[s] Speed: 110.6[samples/s]
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2024-05-01 12:38:52 transreid.train INFO: Epoch 118 done. Time per epoch: 275.736[s] Speed: 110.3[samples/s]
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2024-05-01 12:43:27 transreid.train INFO: Epoch 119 done. Time per epoch: 275.395[s] Speed: 110.2[samples/s]
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2024-05-01 12:47:43 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:47:49 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:47:54 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:48:00 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:48:04 transreid.train INFO: Epoch 120 done. Time per epoch: 276.272[s] Speed: 109.8[samples/s]
2024-05-01 12:54:03 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 12:54:03 transreid.train INFO: mAP: 56.3%
2024-05-01 12:54:03 transreid.train INFO: CMC curve, Rank-1  :78.9%
2024-05-01 12:54:03 transreid.train INFO: CMC curve, Rank-5  :89.0%
2024-05-01 12:54:03 transreid.train INFO: CMC curve, Rank-10 :91.8%
