2024-05-13 16:52:54 transreid INFO: Saving model in the path :log/transreid/msmt17/swin_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 16:52:54 transreid INFO: Loaded configuration file configs/msmt17/swin_base.yml
2024-05-13 16:52:54 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: swin_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_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/swin_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: 
2024-05-13 16:52:55 transreid.check INFO: Dataset statistics:
2024-05-13 16:52:55 transreid.check INFO:   ----------------------------------------
2024-05-13 16:52:55 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 16:52:55 transreid.check INFO:   ----------------------------------------
2024-05-13 16:52:55 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 16:52:55 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 16:52:55 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 16:52:55 transreid.check INFO:   ----------------------------------------
2024-05-13 16:52:59 transreid INFO: ===========using cosine learning rate=======
2024-05-13 16:52:59 transreid.train INFO: start training
2024-05-13 16:53:13 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.118, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 16:53:26 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.914, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:53:38 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.708, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:53:51 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.542, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:54:04 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.420, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:54:16 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.323, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:54:29 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.236, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:54:42 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.160, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:54:55 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.101, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:55:09 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.040, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:55:22 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.994, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:55:35 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.947, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:55:48 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 8.917, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:56:02 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 8.880, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:56:16 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 8.847, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 16:56:29 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 8.816, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-13 17:02:49 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 8.442, Acc: 0.017, Base Lr: 4.76e-04
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2024-05-13 17:03:17 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 8.428, Acc: 0.021, Base Lr: 4.76e-04
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2024-05-13 17:03:37 transreid.train INFO: Epoch 1 done. Time per epoch: 638.451[s] Speed: 47.6[samples/s]
2024-05-13 17:03:51 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.062, Acc: 0.027, Base Lr: 8.72e-04
2024-05-13 17:04:05 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.075, Acc: 0.019, Base Lr: 8.72e-04
2024-05-13 17:04:18 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 8.060, Acc: 0.022, Base Lr: 8.72e-04
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2024-05-13 17:04:46 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 8.032, Acc: 0.024, Base Lr: 8.72e-04
2024-05-13 17:04:59 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 8.026, Acc: 0.024, Base Lr: 8.72e-04
2024-05-13 17:05:13 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 8.015, Acc: 0.023, Base Lr: 8.72e-04
2024-05-13 17:05:26 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 8.004, Acc: 0.025, Base Lr: 8.72e-04
2024-05-13 17:05:40 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 7.989, Acc: 0.028, Base Lr: 8.72e-04
2024-05-13 17:05:54 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 7.979, Acc: 0.030, Base Lr: 8.72e-04
2024-05-13 17:06:07 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 7.973, Acc: 0.031, Base Lr: 8.72e-04
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2024-05-13 17:14:01 transreid.train INFO: Epoch[2] Iter[460/486] Loss: 7.643, Acc: 0.099, Base Lr: 8.72e-04
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2024-05-13 17:14:22 transreid.train INFO: Epoch 2 done. Time per epoch: 644.481[s] Speed: 47.2[samples/s]
2024-05-13 17:14:36 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.428, Acc: 0.034, Base Lr: 1.27e-03
2024-05-13 17:14:49 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.419, Acc: 0.034, Base Lr: 1.27e-03
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2024-05-13 17:16:09 transreid.train INFO: Epoch[3] Iter[80/486] Loss: 7.301, Acc: 0.040, Base Lr: 1.27e-03
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2024-05-13 17:35:38 transreid.train INFO: Epoch 4 done. Time per epoch: 638.402[s] Speed: 47.4[samples/s]
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2024-05-13 17:46:18 transreid.train INFO: Epoch 5 done. Time per epoch: 639.887[s] Speed: 47.3[samples/s]
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2024-05-13 17:56:56 transreid.train INFO: Epoch 6 done. Time per epoch: 638.413[s] Speed: 47.4[samples/s]
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2024-05-13 18:07:34 transreid.train INFO: Epoch 7 done. Time per epoch: 637.459[s] Speed: 47.6[samples/s]
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2024-05-13 18:18:10 transreid.train INFO: Epoch 8 done. Time per epoch: 636.527[s] Speed: 47.6[samples/s]
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2024-05-13 18:28:45 transreid.train INFO: Epoch 9 done. Time per epoch: 635.062[s] Speed: 47.8[samples/s]
2024-05-13 18:28:59 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 1.651, Acc: 0.786, Base Lr: 4.04e-03
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2024-05-13 18:39:23 transreid.train INFO: Epoch 10 done. Time per epoch: 637.751[s] Speed: 47.7[samples/s]
2024-05-13 18:39:37 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.282, Acc: 0.845, Base Lr: 4.44e-03
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2024-05-13 18:49:56 transreid.train INFO: Epoch 11 done. Time per epoch: 632.548[s] Speed: 47.8[samples/s]
2024-05-13 18:50:10 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.072, Acc: 0.889, Base Lr: 4.83e-03
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2024-05-13 19:00:33 transreid.train INFO: Epoch 12 done. Time per epoch: 637.020[s] Speed: 47.7[samples/s]
2024-05-13 19:00:46 transreid.train INFO: Epoch[13] Iter[10/486] Loss: 1.069, Acc: 0.867, Base Lr: 5.23e-03
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2024-05-13 19:21:44 transreid.train INFO: Epoch 14 done. Time per epoch: 636.512[s] Speed: 47.7[samples/s]
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2024-05-13 19:32:19 transreid.train INFO: Epoch 15 done. Time per epoch: 634.366[s] Speed: 47.7[samples/s]
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2024-05-13 19:53:30 transreid.train INFO: Epoch 17 done. Time per epoch: 635.631[s] Speed: 47.7[samples/s]
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2024-05-13 20:04:08 transreid.train INFO: Epoch 18 done. Time per epoch: 637.329[s] Speed: 47.6[samples/s]
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2024-05-13 20:14:44 transreid.train INFO: Epoch 19 done. Time per epoch: 636.873[s] Speed: 47.6[samples/s]
2024-05-13 20:14:59 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.669, Acc: 0.934, Base Lr: 7.47e-03
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2024-05-13 20:25:20 transreid.train INFO: Epoch 20 done. Time per epoch: 635.170[s] Speed: 47.8[samples/s]
2024-05-13 20:38:38 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 20:38:38 transreid.train INFO: mAP: 38.8%
2024-05-13 20:38:38 transreid.train INFO: CMC curve, Rank-1  :65.4%
2024-05-13 20:38:38 transreid.train INFO: CMC curve, Rank-5  :79.6%
2024-05-13 20:38:38 transreid.train INFO: CMC curve, Rank-10 :84.2%
2024-05-13 20:38:51 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.477, Acc: 0.947, Base Lr: 7.41e-03
2024-05-13 20:39:04 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.486, Acc: 0.953, Base Lr: 7.41e-03
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2024-05-13 20:49:04 transreid.train INFO: Epoch 21 done. Time per epoch: 625.952[s] Speed: 48.5[samples/s]
2024-05-13 20:49:18 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.468, Acc: 0.950, Base Lr: 7.36e-03
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2024-05-13 20:59:30 transreid.train INFO: Epoch 22 done. Time per epoch: 626.617[s] Speed: 48.2[samples/s]
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2024-05-13 21:10:01 transreid.train INFO: Epoch 23 done. Time per epoch: 630.537[s] Speed: 48.1[samples/s]
2024-05-13 21:10:16 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.315, Acc: 0.963, Base Lr: 7.24e-03
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2024-05-13 21:20:33 transreid.train INFO: Epoch 24 done. Time per epoch: 631.910[s] Speed: 48.0[samples/s]
2024-05-13 21:20:47 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.231, Acc: 0.980, Base Lr: 7.18e-03
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2024-05-13 21:31:05 transreid.train INFO: Epoch 25 done. Time per epoch: 632.756[s] Speed: 48.0[samples/s]
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2024-05-13 21:41:37 transreid.train INFO: Epoch 26 done. Time per epoch: 631.583[s] Speed: 48.1[samples/s]
2024-05-13 21:41:52 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.298, Acc: 0.972, Base Lr: 7.04e-03
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2024-05-13 21:52:10 transreid.train INFO: Epoch 27 done. Time per epoch: 632.752[s] Speed: 48.0[samples/s]
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2024-05-13 22:02:35 transreid.train INFO: Epoch 28 done. Time per epoch: 624.748[s] Speed: 48.5[samples/s]
2024-05-13 22:02:49 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.197, Acc: 0.991, Base Lr: 6.90e-03
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2024-05-13 22:13:03 transreid.train INFO: Epoch 29 done. Time per epoch: 628.171[s] Speed: 48.2[samples/s]
2024-05-13 22:13:17 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.218, Acc: 0.984, Base Lr: 6.83e-03
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2024-05-13 22:23:33 transreid.train INFO: Epoch 30 done. Time per epoch: 630.483[s] Speed: 48.1[samples/s]
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2024-05-13 22:34:02 transreid.train INFO: Epoch 31 done. Time per epoch: 628.425[s] Speed: 48.2[samples/s]
2024-05-13 22:34:16 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.219, Acc: 0.980, Base Lr: 6.68e-03
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2024-05-13 22:44:32 transreid.train INFO: Epoch 32 done. Time per epoch: 630.849[s] Speed: 48.2[samples/s]
2024-05-13 22:44:47 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.230, Acc: 0.975, Base Lr: 6.60e-03
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2024-05-13 22:55:02 transreid.train INFO: Epoch 33 done. Time per epoch: 629.599[s] Speed: 48.2[samples/s]
2024-05-13 22:55:17 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.237, Acc: 0.983, Base Lr: 6.52e-03
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2024-05-13 23:05:31 transreid.train INFO: Epoch 34 done. Time per epoch: 628.648[s] Speed: 48.2[samples/s]
2024-05-13 23:05:45 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.176, Acc: 0.991, Base Lr: 6.44e-03
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2024-05-13 23:26:27 transreid.train INFO: Epoch 36 done. Time per epoch: 625.708[s] Speed: 48.3[samples/s]
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2024-05-13 23:36:59 transreid.train INFO: Epoch 37 done. Time per epoch: 632.244[s] Speed: 48.0[samples/s]
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2024-05-13 23:47:29 transreid.train INFO: Epoch 38 done. Time per epoch: 629.923[s] Speed: 48.2[samples/s]
2024-05-13 23:47:44 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.115, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-13 23:58:01 transreid.train INFO: Epoch 39 done. Time per epoch: 632.611[s] Speed: 48.0[samples/s]
2024-05-13 23:58:16 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.151, Acc: 0.984, Base Lr: 6.00e-03
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2024-05-14 00:08:35 transreid.train INFO: Epoch 40 done. Time per epoch: 633.556[s] Speed: 48.0[samples/s]
2024-05-14 00:21:42 transreid.train INFO: Validation Results - Epoch: 40
2024-05-14 00:21:42 transreid.train INFO: mAP: 47.0%
2024-05-14 00:21:42 transreid.train INFO: CMC curve, Rank-1  :72.3%
2024-05-14 00:21:42 transreid.train INFO: CMC curve, Rank-5  :84.4%
2024-05-14 00:21:42 transreid.train INFO: CMC curve, Rank-10 :88.3%
2024-05-14 00:21:56 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.105, Acc: 0.991, Base Lr: 5.91e-03
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2024-05-14 00:42:41 transreid.train INFO: Epoch 42 done. Time per epoch: 630.548[s] Speed: 48.1[samples/s]
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2024-05-14 00:53:10 transreid.train INFO: Epoch 43 done. Time per epoch: 629.381[s] Speed: 48.2[samples/s]
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2024-05-14 01:14:08 transreid.train INFO: Epoch 45 done. Time per epoch: 627.221[s] Speed: 48.3[samples/s]
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2024-05-14 01:24:36 transreid.train INFO: Epoch 46 done. Time per epoch: 628.034[s] Speed: 48.2[samples/s]
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2024-05-14 01:45:30 transreid.train INFO: Epoch 48 done. Time per epoch: 627.751[s] Speed: 47.9[samples/s]
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2024-05-14 01:56:03 transreid.train INFO: Epoch 49 done. Time per epoch: 633.362[s] Speed: 47.8[samples/s]
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2024-05-14 02:17:09 transreid.train INFO: Epoch 51 done. Time per epoch: 635.883[s] Speed: 48.0[samples/s]
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2024-05-14 02:27:43 transreid.train INFO: Epoch 52 done. Time per epoch: 633.921[s] Speed: 48.0[samples/s]
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2024-05-14 02:59:26 transreid.train INFO: Epoch 55 done. Time per epoch: 631.786[s] Speed: 47.8[samples/s]
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2024-05-14 03:31:04 transreid.train INFO: Epoch 58 done. Time per epoch: 631.866[s] Speed: 47.9[samples/s]
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2024-05-14 03:41:37 transreid.train INFO: Epoch 59 done. Time per epoch: 633.518[s] Speed: 48.0[samples/s]
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2024-05-14 03:52:06 transreid.train INFO: Epoch 60 done. Time per epoch: 628.377[s] Speed: 48.1[samples/s]
2024-05-14 04:05:15 transreid.train INFO: Validation Results - Epoch: 60
2024-05-14 04:05:15 transreid.train INFO: mAP: 51.3%
2024-05-14 04:05:15 transreid.train INFO: CMC curve, Rank-1  :75.1%
2024-05-14 04:05:15 transreid.train INFO: CMC curve, Rank-5  :86.2%
2024-05-14 04:05:15 transreid.train INFO: CMC curve, Rank-10 :89.7%
2024-05-14 04:05:30 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.066, Acc: 0.995, Base Lr: 3.90e-03
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2024-05-14 04:15:41 transreid.train INFO: Epoch 61 done. Time per epoch: 625.776[s] Speed: 48.5[samples/s]
2024-05-14 04:15:56 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.069, Acc: 0.992, Base Lr: 3.80e-03
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2024-05-14 04:26:06 transreid.train INFO: Epoch 62 done. Time per epoch: 625.027[s] Speed: 48.2[samples/s]
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2024-05-14 04:47:05 transreid.train INFO: Epoch 64 done. Time per epoch: 628.819[s] Speed: 48.2[samples/s]
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2024-05-14 04:57:34 transreid.train INFO: Epoch 65 done. Time per epoch: 628.772[s] Speed: 48.1[samples/s]
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2024-05-14 05:18:28 transreid.train INFO: Epoch 67 done. Time per epoch: 624.005[s] Speed: 48.6[samples/s]
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2024-05-14 05:28:54 transreid.train INFO: Epoch 68 done. Time per epoch: 626.307[s] Speed: 48.3[samples/s]
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2024-05-14 05:49:49 transreid.train INFO: Epoch 70 done. Time per epoch: 627.409[s] Speed: 48.2[samples/s]
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2024-05-14 06:00:17 transreid.train INFO: Epoch 71 done. Time per epoch: 628.531[s] Speed: 48.3[samples/s]
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2024-05-14 06:10:45 transreid.train INFO: Epoch 72 done. Time per epoch: 627.541[s] Speed: 48.2[samples/s]
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2024-05-14 06:31:41 transreid.train INFO: Epoch 74 done. Time per epoch: 629.180[s] Speed: 48.3[samples/s]
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2024-05-14 06:42:14 transreid.train INFO: Epoch 75 done. Time per epoch: 632.685[s] Speed: 47.9[samples/s]
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2024-05-14 07:03:13 transreid.train INFO: Epoch 77 done. Time per epoch: 628.356[s] Speed: 48.3[samples/s]
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2024-05-14 07:13:40 transreid.train INFO: Epoch 78 done. Time per epoch: 627.960[s] Speed: 48.3[samples/s]
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2024-05-14 07:24:07 transreid.train INFO: Epoch 79 done. Time per epoch: 626.323[s] Speed: 48.3[samples/s]
2024-05-14 07:24:22 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-14 07:34:34 transreid.train INFO: Epoch 80 done. Time per epoch: 627.104[s] Speed: 48.1[samples/s]
2024-05-14 07:47:43 transreid.train INFO: Validation Results - Epoch: 80
2024-05-14 07:47:43 transreid.train INFO: mAP: 53.5%
2024-05-14 07:47:43 transreid.train INFO: CMC curve, Rank-1  :76.6%
2024-05-14 07:47:43 transreid.train INFO: CMC curve, Rank-5  :87.5%
2024-05-14 07:47:43 transreid.train INFO: CMC curve, Rank-10 :90.6%
2024-05-14 07:47:58 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.039, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-14 07:58:10 transreid.train INFO: Epoch 81 done. Time per epoch: 627.043[s] Speed: 48.5[samples/s]
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2024-05-14 08:19:05 transreid.train INFO: Epoch 83 done. Time per epoch: 625.960[s] Speed: 48.4[samples/s]
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2024-05-14 08:29:39 transreid.train INFO: Epoch 84 done. Time per epoch: 633.252[s] Speed: 48.0[samples/s]
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2024-05-14 08:50:37 transreid.train INFO: Epoch 86 done. Time per epoch: 625.680[s] Speed: 48.4[samples/s]
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2024-05-14 09:01:06 transreid.train INFO: Epoch 87 done. Time per epoch: 629.424[s] Speed: 48.1[samples/s]
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2024-05-14 09:22:16 transreid.train INFO: Epoch 89 done. Time per epoch: 635.883[s] Speed: 47.7[samples/s]
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2024-05-14 09:32:56 transreid.train INFO: Epoch 90 done. Time per epoch: 639.375[s] Speed: 47.4[samples/s]
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2024-05-14 09:43:34 transreid.train INFO: Epoch 91 done. Time per epoch: 637.958[s] Speed: 47.5[samples/s]
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2024-05-14 10:04:50 transreid.train INFO: Epoch 93 done. Time per epoch: 637.314[s] Speed: 47.7[samples/s]
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2024-05-14 10:15:26 transreid.train INFO: Epoch 94 done. Time per epoch: 635.898[s] Speed: 47.7[samples/s]
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2024-05-14 10:36:40 transreid.train INFO: Epoch 96 done. Time per epoch: 635.770[s] Speed: 47.7[samples/s]
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2024-05-14 10:47:14 transreid.train INFO: Epoch 97 done. Time per epoch: 634.197[s] Speed: 47.6[samples/s]
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2024-05-14 10:57:40 transreid.train INFO: Epoch 98 done. Time per epoch: 625.629[s] Speed: 48.1[samples/s]
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2024-05-14 11:08:09 transreid.train INFO: Epoch 99 done. Time per epoch: 629.469[s] Speed: 48.2[samples/s]
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2024-05-14 11:18:38 transreid.train INFO: Epoch 100 done. Time per epoch: 628.545[s] Speed: 48.3[samples/s]
2024-05-14 11:31:47 transreid.train INFO: Validation Results - Epoch: 100
2024-05-14 11:31:47 transreid.train INFO: mAP: 55.7%
2024-05-14 11:31:47 transreid.train INFO: CMC curve, Rank-1  :78.1%
2024-05-14 11:31:47 transreid.train INFO: CMC curve, Rank-5  :88.2%
2024-05-14 11:31:47 transreid.train INFO: CMC curve, Rank-10 :91.4%
2024-05-14 11:32:01 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.028, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-14 11:52:45 transreid.train INFO: Epoch 102 done. Time per epoch: 627.156[s] Speed: 48.2[samples/s]
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2024-05-14 12:03:15 transreid.train INFO: Epoch 103 done. Time per epoch: 629.965[s] Speed: 48.2[samples/s]
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2024-05-14 12:34:20 transreid.train INFO: Epoch 106 done. Time per epoch: 611.509[s] Speed: 49.4[samples/s]
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2024-05-14 13:04:54 transreid.train INFO: Epoch 109 done. Time per epoch: 611.012[s] Speed: 49.5[samples/s]
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2024-05-14 13:35:32 transreid.train INFO: Epoch 112 done. Time per epoch: 611.051[s] Speed: 49.4[samples/s]
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2024-05-14 13:45:48 transreid.train INFO: Epoch 113 done. Time per epoch: 615.892[s] Speed: 49.4[samples/s]
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2024-05-14 14:06:14 transreid.train INFO: Epoch 115 done. Time per epoch: 611.883[s] Speed: 49.5[samples/s]
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2024-05-14 14:16:24 transreid.train INFO: Epoch 116 done. Time per epoch: 609.948[s] Speed: 49.6[samples/s]
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2024-05-14 14:36:52 transreid.train INFO: Epoch 118 done. Time per epoch: 615.926[s] Speed: 49.4[samples/s]
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2024-05-14 14:47:08 transreid.train INFO: Epoch 119 done. Time per epoch: 615.536[s] Speed: 49.3[samples/s]
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2024-05-14 14:57:03 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-14 14:57:22 transreid.train INFO: Epoch 120 done. Time per epoch: 613.603[s] Speed: 49.4[samples/s]
2024-05-14 15:10:17 transreid.train INFO: Validation Results - Epoch: 120
2024-05-14 15:10:17 transreid.train INFO: mAP: 56.0%
2024-05-14 15:10:17 transreid.train INFO: CMC curve, Rank-1  :78.2%
2024-05-14 15:10:17 transreid.train INFO: CMC curve, Rank-5  :88.5%
2024-05-14 15:10:17 transreid.train INFO: CMC curve, Rank-10 :91.6%
