2024-05-08 13:43:13 transreid INFO: Saving model in the path :log/transreid/msmt17/convnext_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:43:13 transreid INFO: Loaded configuration file configs/msmt17/convnext_b.yml
2024-05-08 13:43:13 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: 5
  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: convnext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_base.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/convnext_base_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-08 13:43:13 transreid.check INFO: Dataset statistics:
2024-05-08 13:43:13 transreid.check INFO:   ----------------------------------------
2024-05-08 13:43:13 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:43:13 transreid.check INFO:   ----------------------------------------
2024-05-08 13:43:13 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-08 13:43:13 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-08 13:43:13 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-08 13:43:13 transreid.check INFO:   ----------------------------------------
2024-05-08 13:43:16 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:43:16 transreid.train INFO: start training
2024-05-08 13:43:39 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.237, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:43:57 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.143, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:44:16 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.035, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:44:35 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 8.921, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:44:53 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 8.803, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:45:12 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.669, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:45:31 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 8.549, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:45:51 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 8.448, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:46:10 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 8.367, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:46:29 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 8.301, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:46:48 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.246, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:47:08 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.200, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:47:27 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 8.161, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-08 13:58:41 transreid.train INFO: Epoch 1 done. Time per epoch: 925.080[s] Speed: 32.9[samples/s]
2024-05-08 13:59:00 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.631, Acc: 0.034, Base Lr: 8.72e-04
2024-05-08 13:59:20 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 7.631, Acc: 0.022, Base Lr: 8.72e-04
2024-05-08 13:59:40 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 7.627, Acc: 0.026, Base Lr: 8.72e-04
2024-05-08 13:59:59 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 7.624, Acc: 0.028, Base Lr: 8.72e-04
2024-05-08 14:00:19 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 7.620, Acc: 0.032, Base Lr: 8.72e-04
2024-05-08 14:00:38 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 7.617, Acc: 0.034, Base Lr: 8.72e-04
2024-05-08 14:00:58 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 7.615, Acc: 0.034, Base Lr: 8.72e-04
2024-05-08 14:01:18 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 7.609, Acc: 0.037, Base Lr: 8.72e-04
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2024-05-08 14:01:57 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 7.602, Acc: 0.041, Base Lr: 8.72e-04
2024-05-08 14:02:16 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 7.600, Acc: 0.043, Base Lr: 8.72e-04
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2024-05-08 14:14:11 transreid.train INFO: Epoch 2 done. Time per epoch: 929.879[s] Speed: 32.7[samples/s]
2024-05-08 14:14:31 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.297, Acc: 0.047, Base Lr: 1.27e-03
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2024-05-08 14:45:06 transreid.train INFO: Epoch 4 done. Time per epoch: 927.165[s] Speed: 32.7[samples/s]
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2024-05-08 15:00:34 transreid.train INFO: Epoch 5 done. Time per epoch: 927.759[s] Speed: 32.6[samples/s]
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2024-05-08 15:16:00 transreid.train INFO: Epoch 6 done. Time per epoch: 925.926[s] Speed: 32.7[samples/s]
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2024-05-08 15:31:32 transreid.train INFO: Epoch 7 done. Time per epoch: 932.364[s] Speed: 32.5[samples/s]
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2024-05-08 15:47:07 transreid.train INFO: Epoch 8 done. Time per epoch: 934.422[s] Speed: 32.4[samples/s]
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2024-05-08 16:02:43 transreid.train INFO: Epoch 9 done. Time per epoch: 936.793[s] Speed: 32.4[samples/s]
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2024-05-08 16:18:23 transreid.train INFO: Epoch 10 done. Time per epoch: 939.850[s] Speed: 32.3[samples/s]
2024-05-08 16:18:44 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.459, Acc: 0.872, Base Lr: 4.44e-03
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2024-05-08 16:33:56 transreid.train INFO: Epoch 11 done. Time per epoch: 932.995[s] Speed: 32.4[samples/s]
2024-05-08 16:34:17 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.184, Acc: 0.909, Base Lr: 4.83e-03
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2024-05-08 16:49:34 transreid.train INFO: Epoch 12 done. Time per epoch: 937.305[s] Speed: 32.4[samples/s]
2024-05-08 16:49:54 transreid.train INFO: Epoch[13] Iter[10/486] Loss: 1.221, Acc: 0.906, Base Lr: 5.23e-03
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2024-05-08 17:20:45 transreid.train INFO: Epoch 14 done. Time per epoch: 938.866[s] Speed: 32.3[samples/s]
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2024-05-08 17:36:23 transreid.train INFO: Epoch 15 done. Time per epoch: 937.475[s] Speed: 32.3[samples/s]
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2024-05-08 17:52:01 transreid.train INFO: Epoch 16 done. Time per epoch: 938.508[s] Speed: 32.3[samples/s]
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2024-05-08 18:07:39 transreid.train INFO: Epoch 17 done. Time per epoch: 937.627[s] Speed: 32.4[samples/s]
2024-05-08 18:08:00 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.785, Acc: 0.948, Base Lr: 7.21e-03
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2024-05-08 18:23:18 transreid.train INFO: Epoch 18 done. Time per epoch: 938.742[s] Speed: 32.3[samples/s]
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2024-05-08 18:38:51 transreid.train INFO: Epoch 19 done. Time per epoch: 933.872[s] Speed: 32.5[samples/s]
2024-05-08 18:39:12 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.641, Acc: 0.963, Base Lr: 7.47e-03
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2024-05-08 18:54:25 transreid.train INFO: Epoch 20 done. Time per epoch: 933.145[s] Speed: 32.5[samples/s]
2024-05-08 19:04:32 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 19:04:32 transreid.train INFO: mAP: 40.4%
2024-05-08 19:04:32 transreid.train INFO: CMC curve, Rank-1  :68.1%
2024-05-08 19:04:32 transreid.train INFO: CMC curve, Rank-5  :81.4%
2024-05-08 19:04:32 transreid.train INFO: CMC curve, Rank-10 :85.6%
2024-05-08 19:04:52 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.489, Acc: 0.980, Base Lr: 7.41e-03
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2024-05-08 19:19:54 transreid.train INFO: Epoch 21 done. Time per epoch: 922.055[s] Speed: 32.9[samples/s]
2024-05-08 19:20:15 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.591, Acc: 0.970, Base Lr: 7.36e-03
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2024-05-08 19:35:18 transreid.train INFO: Epoch 22 done. Time per epoch: 924.029[s] Speed: 32.7[samples/s]
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2024-05-08 19:50:43 transreid.train INFO: Epoch 23 done. Time per epoch: 925.355[s] Speed: 32.8[samples/s]
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2024-05-08 20:06:05 transreid.train INFO: Epoch 24 done. Time per epoch: 921.434[s] Speed: 32.9[samples/s]
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2024-05-08 20:21:29 transreid.train INFO: Epoch 25 done. Time per epoch: 923.845[s] Speed: 32.9[samples/s]
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2024-05-08 20:36:53 transreid.train INFO: Epoch 26 done. Time per epoch: 924.370[s] Speed: 32.9[samples/s]
2024-05-08 20:37:14 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.416, Acc: 0.978, Base Lr: 7.04e-03
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2024-05-08 20:52:15 transreid.train INFO: Epoch 27 done. Time per epoch: 922.273[s] Speed: 33.0[samples/s]
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2024-05-08 21:07:34 transreid.train INFO: Epoch 28 done. Time per epoch: 918.217[s] Speed: 33.0[samples/s]
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2024-05-08 21:22:59 transreid.train INFO: Epoch 29 done. Time per epoch: 924.889[s] Speed: 32.7[samples/s]
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2024-05-08 21:38:21 transreid.train INFO: Epoch 30 done. Time per epoch: 922.753[s] Speed: 32.9[samples/s]
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2024-05-08 21:53:42 transreid.train INFO: Epoch 31 done. Time per epoch: 920.329[s] Speed: 32.9[samples/s]
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2024-05-08 22:09:05 transreid.train INFO: Epoch 32 done. Time per epoch: 923.027[s] Speed: 32.9[samples/s]
2024-05-08 22:09:25 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.299, Acc: 0.988, Base Lr: 6.60e-03
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2024-05-08 22:24:26 transreid.train INFO: Epoch 33 done. Time per epoch: 921.152[s] Speed: 32.9[samples/s]
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2024-05-08 22:39:44 transreid.train INFO: Epoch 34 done. Time per epoch: 917.937[s] Speed: 33.0[samples/s]
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2024-05-08 23:10:23 transreid.train INFO: Epoch 36 done. Time per epoch: 916.560[s] Speed: 33.0[samples/s]
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2024-05-08 23:25:43 transreid.train INFO: Epoch 37 done. Time per epoch: 919.320[s] Speed: 33.0[samples/s]
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2024-05-08 23:41:01 transreid.train INFO: Epoch 38 done. Time per epoch: 918.149[s] Speed: 33.0[samples/s]
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2024-05-08 23:56:19 transreid.train INFO: Epoch 39 done. Time per epoch: 918.046[s] Speed: 33.0[samples/s]
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2024-05-09 00:11:39 transreid.train INFO: Epoch 40 done. Time per epoch: 920.427[s] Speed: 33.0[samples/s]
2024-05-09 00:21:35 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 00:21:35 transreid.train INFO: mAP: 43.9%
2024-05-09 00:21:35 transreid.train INFO: CMC curve, Rank-1  :70.4%
2024-05-09 00:21:35 transreid.train INFO: CMC curve, Rank-5  :83.3%
2024-05-09 00:21:35 transreid.train INFO: CMC curve, Rank-10 :87.1%
2024-05-09 00:21:55 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.162, Acc: 0.997, Base Lr: 5.91e-03
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2024-05-09 00:52:06 transreid.train INFO: Epoch 42 done. Time per epoch: 914.771[s] Speed: 33.2[samples/s]
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2024-05-09 01:07:20 transreid.train INFO: Epoch 43 done. Time per epoch: 914.171[s] Speed: 33.2[samples/s]
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2024-05-09 01:37:50 transreid.train INFO: Epoch 45 done. Time per epoch: 913.278[s] Speed: 33.1[samples/s]
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2024-05-09 01:53:07 transreid.train INFO: Epoch 46 done. Time per epoch: 916.783[s] Speed: 33.0[samples/s]
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2024-05-09 02:23:26 transreid.train INFO: Epoch 48 done. Time per epoch: 908.297[s] Speed: 33.1[samples/s]
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2024-05-09 02:38:41 transreid.train INFO: Epoch 49 done. Time per epoch: 914.782[s] Speed: 33.1[samples/s]
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2024-05-09 03:09:19 transreid.train INFO: Epoch 51 done. Time per epoch: 924.162[s] Speed: 33.0[samples/s]
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2024-05-09 03:24:36 transreid.train INFO: Epoch 52 done. Time per epoch: 917.745[s] Speed: 33.1[samples/s]
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2024-05-09 03:39:51 transreid.train INFO: Epoch 53 done. Time per epoch: 914.933[s] Speed: 33.2[samples/s]
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2024-05-09 04:10:27 transreid.train INFO: Epoch 55 done. Time per epoch: 909.446[s] Speed: 33.2[samples/s]
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2024-05-09 04:25:39 transreid.train INFO: Epoch 56 done. Time per epoch: 912.597[s] Speed: 33.1[samples/s]
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2024-05-09 04:56:17 transreid.train INFO: Epoch 58 done. Time per epoch: 921.075[s] Speed: 32.9[samples/s]
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2024-05-09 05:11:38 transreid.train INFO: Epoch 59 done. Time per epoch: 921.208[s] Speed: 33.0[samples/s]
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2024-05-09 05:26:53 transreid.train INFO: Epoch 60 done. Time per epoch: 914.680[s] Speed: 33.0[samples/s]
2024-05-09 05:36:46 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 05:36:46 transreid.train INFO: mAP: 44.6%
2024-05-09 05:36:46 transreid.train INFO: CMC curve, Rank-1  :71.2%
2024-05-09 05:36:46 transreid.train INFO: CMC curve, Rank-5  :83.6%
2024-05-09 05:36:46 transreid.train INFO: CMC curve, Rank-10 :87.6%
2024-05-09 05:37:07 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.103, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-09 05:52:02 transreid.train INFO: Epoch 61 done. Time per epoch: 915.358[s] Speed: 33.1[samples/s]
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2024-05-09 06:07:14 transreid.train INFO: Epoch 62 done. Time per epoch: 912.198[s] Speed: 33.0[samples/s]
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2024-05-09 06:22:32 transreid.train INFO: Epoch 63 done. Time per epoch: 917.767[s] Speed: 33.1[samples/s]
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2024-05-09 06:37:51 transreid.train INFO: Epoch 64 done. Time per epoch: 918.850[s] Speed: 33.0[samples/s]
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2024-05-09 06:53:07 transreid.train INFO: Epoch 65 done. Time per epoch: 916.430[s] Speed: 33.0[samples/s]
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2024-05-09 07:08:26 transreid.train INFO: Epoch 66 done. Time per epoch: 918.846[s] Speed: 33.0[samples/s]
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2024-05-09 07:23:46 transreid.train INFO: Epoch 67 done. Time per epoch: 920.097[s] Speed: 33.0[samples/s]
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2024-05-09 07:39:04 transreid.train INFO: Epoch 68 done. Time per epoch: 918.154[s] Speed: 33.0[samples/s]
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2024-05-09 08:09:40 transreid.train INFO: Epoch 70 done. Time per epoch: 916.950[s] Speed: 33.0[samples/s]
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2024-05-09 08:24:59 transreid.train INFO: Epoch 71 done. Time per epoch: 919.146[s] Speed: 33.0[samples/s]
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2024-05-09 08:40:18 transreid.train INFO: Epoch 72 done. Time per epoch: 918.975[s] Speed: 32.9[samples/s]
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2024-05-09 09:10:57 transreid.train INFO: Epoch 74 done. Time per epoch: 919.875[s] Speed: 33.0[samples/s]
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2024-05-09 09:26:16 transreid.train INFO: Epoch 75 done. Time per epoch: 918.874[s] Speed: 33.0[samples/s]
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2024-05-09 09:56:55 transreid.train INFO: Epoch 77 done. Time per epoch: 920.210[s] Speed: 33.0[samples/s]
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2024-05-09 10:12:13 transreid.train INFO: Epoch 78 done. Time per epoch: 918.099[s] Speed: 33.0[samples/s]
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2024-05-09 10:27:30 transreid.train INFO: Epoch 79 done. Time per epoch: 916.570[s] Speed: 33.0[samples/s]
2024-05-09 10:27:51 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.064, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-09 10:42:43 transreid.train INFO: Epoch 80 done. Time per epoch: 913.209[s] Speed: 33.0[samples/s]
2024-05-09 10:52:35 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 10:52:35 transreid.train INFO: mAP: 45.4%
2024-05-09 10:52:35 transreid.train INFO: CMC curve, Rank-1  :72.2%
2024-05-09 10:52:35 transreid.train INFO: CMC curve, Rank-5  :84.5%
2024-05-09 10:52:35 transreid.train INFO: CMC curve, Rank-10 :88.2%
2024-05-09 10:52:56 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.082, Acc: 0.995, Base Lr: 1.92e-03
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2024-05-09 11:07:49 transreid.train INFO: Epoch 81 done. Time per epoch: 913.606[s] Speed: 33.3[samples/s]
2024-05-09 11:08:10 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.050, Acc: 0.997, Base Lr: 1.83e-03
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2024-05-09 11:38:15 transreid.train INFO: Epoch 83 done. Time per epoch: 912.033[s] Speed: 33.2[samples/s]
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2024-05-09 11:53:32 transreid.train INFO: Epoch 84 done. Time per epoch: 916.547[s] Speed: 33.2[samples/s]
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2024-05-09 12:23:55 transreid.train INFO: Epoch 86 done. Time per epoch: 912.539[s] Speed: 33.2[samples/s]
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2024-05-09 12:39:13 transreid.train INFO: Epoch 87 done. Time per epoch: 918.160[s] Speed: 33.0[samples/s]
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2024-05-09 13:09:44 transreid.train INFO: Epoch 89 done. Time per epoch: 915.931[s] Speed: 33.1[samples/s]
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2024-05-09 13:25:07 transreid.train INFO: Epoch 90 done. Time per epoch: 923.366[s] Speed: 32.9[samples/s]
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2024-05-09 13:40:23 transreid.train INFO: Epoch 91 done. Time per epoch: 915.781[s] Speed: 33.1[samples/s]
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2024-05-09 14:11:03 transreid.train INFO: Epoch 93 done. Time per epoch: 919.374[s] Speed: 33.1[samples/s]
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2024-05-09 14:26:26 transreid.train INFO: Epoch 94 done. Time per epoch: 923.405[s] Speed: 32.9[samples/s]
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2024-05-09 14:41:47 transreid.train INFO: Epoch 95 done. Time per epoch: 920.373[s] Speed: 33.0[samples/s]
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2024-05-09 14:57:02 transreid.train INFO: Epoch 96 done. Time per epoch: 915.811[s] Speed: 33.1[samples/s]
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2024-05-09 15:12:18 transreid.train INFO: Epoch 97 done. Time per epoch: 915.684[s] Speed: 33.0[samples/s]
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2024-05-09 15:27:28 transreid.train INFO: Epoch 98 done. Time per epoch: 910.291[s] Speed: 33.0[samples/s]
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2024-05-09 15:42:46 transreid.train INFO: Epoch 99 done. Time per epoch: 917.502[s] Speed: 33.1[samples/s]
2024-05-09 15:43:07 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.028, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-09 15:58:03 transreid.train INFO: Epoch 100 done. Time per epoch: 916.663[s] Speed: 33.1[samples/s]
2024-05-09 16:07:53 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 16:07:53 transreid.train INFO: mAP: 48.1%
2024-05-09 16:07:53 transreid.train INFO: CMC curve, Rank-1  :74.1%
2024-05-09 16:07:53 transreid.train INFO: CMC curve, Rank-5  :86.0%
2024-05-09 16:07:53 transreid.train INFO: CMC curve, Rank-10 :89.5%
2024-05-09 16:08:14 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.038, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-09 16:38:22 transreid.train INFO: Epoch 102 done. Time per epoch: 912.107[s] Speed: 33.1[samples/s]
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2024-05-09 16:53:40 transreid.train INFO: Epoch 103 done. Time per epoch: 918.093[s] Speed: 33.0[samples/s]
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2024-05-09 17:24:05 transreid.train INFO: Epoch 105 done. Time per epoch: 909.752[s] Speed: 33.1[samples/s]
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2024-05-09 17:39:20 transreid.train INFO: Epoch 106 done. Time per epoch: 914.914[s] Speed: 33.0[samples/s]
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2024-05-09 17:54:33 transreid.train INFO: Epoch 107 done. Time per epoch: 913.746[s] Speed: 33.2[samples/s]
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2024-05-09 18:09:50 transreid.train INFO: Epoch 108 done. Time per epoch: 917.189[s] Speed: 33.0[samples/s]
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2024-05-09 18:25:06 transreid.train INFO: Epoch 109 done. Time per epoch: 915.281[s] Speed: 33.1[samples/s]
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2024-05-09 18:40:22 transreid.train INFO: Epoch 110 done. Time per epoch: 916.079[s] Speed: 33.0[samples/s]
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2024-05-09 18:55:36 transreid.train INFO: Epoch 111 done. Time per epoch: 914.294[s] Speed: 33.1[samples/s]
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2024-05-09 19:10:58 transreid.train INFO: Epoch 112 done. Time per epoch: 921.857[s] Speed: 32.8[samples/s]
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2024-05-09 19:26:16 transreid.train INFO: Epoch 113 done. Time per epoch: 918.291[s] Speed: 33.1[samples/s]
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2024-05-09 19:41:33 transreid.train INFO: Epoch 114 done. Time per epoch: 916.873[s] Speed: 33.0[samples/s]
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2024-05-09 19:56:51 transreid.train INFO: Epoch 115 done. Time per epoch: 917.994[s] Speed: 33.0[samples/s]
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2024-05-09 20:12:07 transreid.train INFO: Epoch 116 done. Time per epoch: 915.784[s] Speed: 33.1[samples/s]
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2024-05-09 20:42:48 transreid.train INFO: Epoch 118 done. Time per epoch: 921.023[s] Speed: 33.0[samples/s]
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2024-05-09 20:58:05 transreid.train INFO: Epoch 119 done. Time per epoch: 917.121[s] Speed: 33.1[samples/s]
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2024-05-09 21:11:02 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-09 21:11:41 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-09 21:12:01 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-09 21:12:40 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-09 21:12:59 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-09 21:13:27 transreid.train INFO: Epoch 120 done. Time per epoch: 921.535[s] Speed: 32.9[samples/s]
2024-05-09 21:23:46 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 21:23:46 transreid.train INFO: mAP: 48.6%
2024-05-09 21:23:46 transreid.train INFO: CMC curve, Rank-1  :74.5%
2024-05-09 21:23:46 transreid.train INFO: CMC curve, Rank-5  :86.3%
2024-05-09 21:23:46 transreid.train INFO: CMC curve, Rank-10 :89.8%
