2024-05-14 15:40:47 transreid INFO: Saving model in the path :log/transreid/msmt17/ghostnet1_0_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-14 15:40:47 transreid INFO: Loaded configuration file configs/msmt17/ghostnet1_0.yml
2024-05-14 15:40:47 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: ghostnet_1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/state_dict_73.98.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/ghostnet1_0_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: 
2024-05-14 15:40:48 transreid.check INFO: Dataset statistics:
2024-05-14 15:40:48 transreid.check INFO:   ----------------------------------------
2024-05-14 15:40:48 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-14 15:40:48 transreid.check INFO:   ----------------------------------------
2024-05-14 15:40:48 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-14 15:40:48 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-14 15:40:48 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-14 15:40:48 transreid.check INFO:   ----------------------------------------
2024-05-14 15:40:49 transreid INFO: ===========using cosine learning rate=======
2024-05-14 15:40:49 transreid.train INFO: start training
2024-05-14 15:40:54 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.303, Acc: 0.003, Base Lr: 4.76e-04
2024-05-14 15:40:55 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.297, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-14 15:40:57 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.304, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-14 15:41:36 transreid.train INFO: Epoch 1 done. Time per epoch: 47.639[s] Speed: 638.1[samples/s]
2024-05-14 15:41:38 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.756, Acc: 0.011, Base Lr: 8.72e-04
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2024-05-14 15:42:18 transreid.train INFO: Epoch 2 done. Time per epoch: 41.912[s] Speed: 725.3[samples/s]
2024-05-14 15:42:20 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.218, Acc: 0.044, Base Lr: 1.27e-03
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2024-05-14 15:43:50 transreid.train INFO: Epoch 4 done. Time per epoch: 45.621[s] Speed: 663.5[samples/s]
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2024-05-14 15:44:36 transreid.train INFO: Epoch 5 done. Time per epoch: 46.052[s] Speed: 657.3[samples/s]
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2024-05-14 15:46:08 transreid.train INFO: Epoch 7 done. Time per epoch: 46.018[s] Speed: 659.2[samples/s]
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2024-05-14 15:46:53 transreid.train INFO: Epoch 8 done. Time per epoch: 45.762[s] Speed: 661.5[samples/s]
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2024-05-14 15:48:25 transreid.train INFO: Epoch 10 done. Time per epoch: 45.401[s] Speed: 669.6[samples/s]
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2024-05-14 15:49:11 transreid.train INFO: Epoch 11 done. Time per epoch: 45.971[s] Speed: 657.1[samples/s]
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2024-05-14 15:49:57 transreid.train INFO: Epoch 12 done. Time per epoch: 46.227[s] Speed: 657.6[samples/s]
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2024-05-14 15:50:43 transreid.train INFO: Epoch 13 done. Time per epoch: 45.769[s] Speed: 660.0[samples/s]
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2024-05-14 15:51:30 transreid.train INFO: Epoch 14 done. Time per epoch: 46.898[s] Speed: 646.9[samples/s]
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2024-05-14 15:52:15 transreid.train INFO: Epoch 15 done. Time per epoch: 45.589[s] Speed: 664.0[samples/s]
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2024-05-14 15:53:48 transreid.train INFO: Epoch 17 done. Time per epoch: 45.810[s] Speed: 662.2[samples/s]
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2024-05-14 15:54:34 transreid.train INFO: Epoch 18 done. Time per epoch: 46.357[s] Speed: 654.4[samples/s]
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2024-05-14 15:55:20 transreid.train INFO: Epoch 19 done. Time per epoch: 45.751[s] Speed: 663.1[samples/s]
2024-05-14 15:55:22 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.763, Acc: 0.941, Base Lr: 7.47e-03
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2024-05-14 15:56:07 transreid.train INFO: Epoch 20 done. Time per epoch: 46.542[s] Speed: 651.8[samples/s]
2024-05-14 15:58:11 transreid.train INFO: Validation Results - Epoch: 20
2024-05-14 15:58:11 transreid.train INFO: mAP: 31.2%
2024-05-14 15:58:11 transreid.train INFO: CMC curve, Rank-1  :57.4%
2024-05-14 15:58:11 transreid.train INFO: CMC curve, Rank-5  :72.8%
2024-05-14 15:58:11 transreid.train INFO: CMC curve, Rank-10 :78.4%
2024-05-14 15:58:14 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.675, Acc: 0.953, Base Lr: 7.41e-03
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2024-05-14 15:58:59 transreid.train INFO: Epoch 21 done. Time per epoch: 47.790[s] Speed: 634.8[samples/s]
2024-05-14 15:59:02 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.734, Acc: 0.948, Base Lr: 7.36e-03
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2024-05-14 15:59:46 transreid.train INFO: Epoch 22 done. Time per epoch: 47.414[s] Speed: 637.1[samples/s]
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2024-05-14 16:00:34 transreid.train INFO: Epoch 23 done. Time per epoch: 47.741[s] Speed: 635.4[samples/s]
2024-05-14 16:00:37 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.603, Acc: 0.963, Base Lr: 7.24e-03
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2024-05-14 16:01:22 transreid.train INFO: Epoch 24 done. Time per epoch: 48.222[s] Speed: 629.1[samples/s]
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2024-05-14 16:02:58 transreid.train INFO: Epoch 26 done. Time per epoch: 48.085[s] Speed: 632.2[samples/s]
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2024-05-14 16:03:46 transreid.train INFO: Epoch 27 done. Time per epoch: 48.067[s] Speed: 632.4[samples/s]
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2024-05-14 16:04:34 transreid.train INFO: Epoch 28 done. Time per epoch: 47.611[s] Speed: 635.8[samples/s]
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2024-05-14 16:05:21 transreid.train INFO: Epoch 29 done. Time per epoch: 47.553[s] Speed: 636.6[samples/s]
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2024-05-14 16:06:09 transreid.train INFO: Epoch 30 done. Time per epoch: 47.554[s] Speed: 637.9[samples/s]
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2024-05-14 16:07:44 transreid.train INFO: Epoch 32 done. Time per epoch: 48.053[s] Speed: 632.6[samples/s]
2024-05-14 16:07:48 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.454, Acc: 0.986, Base Lr: 6.60e-03
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2024-05-14 16:08:33 transreid.train INFO: Epoch 33 done. Time per epoch: 48.113[s] Speed: 630.5[samples/s]
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2024-05-14 16:10:08 transreid.train INFO: Epoch 35 done. Time per epoch: 48.027[s] Speed: 633.0[samples/s]
2024-05-14 16:10:11 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 0.343, Acc: 0.984, Base Lr: 6.35e-03
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2024-05-14 16:10:56 transreid.train INFO: Epoch 36 done. Time per epoch: 47.647[s] Speed: 634.0[samples/s]
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2024-05-14 16:11:44 transreid.train INFO: Epoch 37 done. Time per epoch: 47.684[s] Speed: 636.2[samples/s]
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2024-05-14 16:12:32 transreid.train INFO: Epoch 38 done. Time per epoch: 48.182[s] Speed: 629.6[samples/s]
2024-05-14 16:12:35 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.312, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-14 16:13:19 transreid.train INFO: Epoch 39 done. Time per epoch: 47.407[s] Speed: 639.9[samples/s]
2024-05-14 16:13:22 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.345, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-14 16:14:07 transreid.train INFO: Epoch 40 done. Time per epoch: 48.085[s] Speed: 632.2[samples/s]
2024-05-14 16:16:10 transreid.train INFO: Validation Results - Epoch: 40
2024-05-14 16:16:10 transreid.train INFO: mAP: 36.2%
2024-05-14 16:16:10 transreid.train INFO: CMC curve, Rank-1  :62.1%
2024-05-14 16:16:10 transreid.train INFO: CMC curve, Rank-5  :76.9%
2024-05-14 16:16:10 transreid.train INFO: CMC curve, Rank-10 :82.3%
2024-05-14 16:16:14 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.241, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-14 16:17:48 transreid.train INFO: Epoch 42 done. Time per epoch: 48.510[s] Speed: 625.4[samples/s]
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2024-05-14 16:18:36 transreid.train INFO: Epoch 43 done. Time per epoch: 48.862[s] Speed: 620.9[samples/s]
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2024-05-14 16:19:59 transreid.train INFO: Epoch 45 done. Time per epoch: 38.501[s] Speed: 786.3[samples/s]
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2024-05-14 16:20:38 transreid.train INFO: Epoch 46 done. Time per epoch: 38.953[s] Speed: 777.1[samples/s]
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2024-05-14 16:21:17 transreid.train INFO: Epoch 47 done. Time per epoch: 38.501[s] Speed: 784.6[samples/s]
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2024-05-14 16:21:55 transreid.train INFO: Epoch 48 done. Time per epoch: 38.106[s] Speed: 789.4[samples/s]
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2024-05-14 16:22:33 transreid.train INFO: Epoch 49 done. Time per epoch: 38.672[s] Speed: 782.8[samples/s]
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2024-05-14 16:23:51 transreid.train INFO: Epoch 51 done. Time per epoch: 39.139[s] Speed: 780.0[samples/s]
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2024-05-14 16:24:30 transreid.train INFO: Epoch 52 done. Time per epoch: 38.489[s] Speed: 789.8[samples/s]
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2024-05-14 16:25:08 transreid.train INFO: Epoch 53 done. Time per epoch: 38.676[s] Speed: 784.4[samples/s]
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2024-05-14 16:25:48 transreid.train INFO: Epoch 54 done. Time per epoch: 39.328[s] Speed: 776.2[samples/s]
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2024-05-14 16:26:26 transreid.train INFO: Epoch 55 done. Time per epoch: 38.562[s] Speed: 783.4[samples/s]
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2024-05-14 16:28:23 transreid.train INFO: Epoch 58 done. Time per epoch: 38.760[s] Speed: 781.0[samples/s]
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2024-05-14 16:29:01 transreid.train INFO: Epoch 59 done. Time per epoch: 38.572[s] Speed: 788.1[samples/s]
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2024-05-14 16:29:39 transreid.train INFO: Epoch 60 done. Time per epoch: 38.252[s] Speed: 789.7[samples/s]
2024-05-14 16:31:29 transreid.train INFO: Validation Results - Epoch: 60
2024-05-14 16:31:29 transreid.train INFO: mAP: 39.1%
2024-05-14 16:31:29 transreid.train INFO: CMC curve, Rank-1  :65.2%
2024-05-14 16:31:29 transreid.train INFO: CMC curve, Rank-5  :79.4%
2024-05-14 16:31:29 transreid.train INFO: CMC curve, Rank-10 :84.4%
2024-05-14 16:31:33 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.137, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-14 16:32:08 transreid.train INFO: Epoch 61 done. Time per epoch: 38.843[s] Speed: 781.0[samples/s]
2024-05-14 16:32:12 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.180, Acc: 0.986, Base Lr: 3.80e-03
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2024-05-14 16:32:47 transreid.train INFO: Epoch 62 done. Time per epoch: 38.551[s] Speed: 781.9[samples/s]
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2024-05-14 16:34:04 transreid.train INFO: Epoch 64 done. Time per epoch: 38.827[s] Speed: 781.3[samples/s]
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2024-05-14 16:34:43 transreid.train INFO: Epoch 65 done. Time per epoch: 38.738[s] Speed: 781.5[samples/s]
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2024-05-14 16:36:01 transreid.train INFO: Epoch 67 done. Time per epoch: 38.827[s] Speed: 781.3[samples/s]
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2024-05-14 16:36:39 transreid.train INFO: Epoch 68 done. Time per epoch: 38.740[s] Speed: 781.4[samples/s]
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2024-05-14 16:37:56 transreid.train INFO: Epoch 70 done. Time per epoch: 38.479[s] Speed: 786.7[samples/s]
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2024-05-14 16:38:35 transreid.train INFO: Epoch 71 done. Time per epoch: 38.812[s] Speed: 781.6[samples/s]
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2024-05-14 16:39:53 transreid.train INFO: Epoch 73 done. Time per epoch: 38.999[s] Speed: 777.9[samples/s]
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2024-05-14 16:40:32 transreid.train INFO: Epoch 74 done. Time per epoch: 39.017[s] Speed: 779.2[samples/s]
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2024-05-14 16:41:11 transreid.train INFO: Epoch 75 done. Time per epoch: 38.511[s] Speed: 787.7[samples/s]
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2024-05-14 16:42:28 transreid.train INFO: Epoch 77 done. Time per epoch: 38.799[s] Speed: 781.9[samples/s]
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2024-05-14 16:43:45 transreid.train INFO: Epoch 79 done. Time per epoch: 38.616[s] Speed: 783.9[samples/s]
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2024-05-14 16:44:24 transreid.train INFO: Epoch 80 done. Time per epoch: 38.499[s] Speed: 783.0[samples/s]
2024-05-14 16:46:13 transreid.train INFO: Validation Results - Epoch: 80
2024-05-14 16:46:13 transreid.train INFO: mAP: 41.1%
2024-05-14 16:46:13 transreid.train INFO: CMC curve, Rank-1  :66.9%
2024-05-14 16:46:13 transreid.train INFO: CMC curve, Rank-5  :81.2%
2024-05-14 16:46:13 transreid.train INFO: CMC curve, Rank-10 :85.6%
2024-05-14 16:46:17 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.154, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-14 16:46:52 transreid.train INFO: Epoch 81 done. Time per epoch: 38.825[s] Speed: 783.0[samples/s]
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2024-05-14 16:51:23 transreid.train INFO: Epoch 88 done. Time per epoch: 38.782[s] Speed: 782.2[samples/s]
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2024-05-14 16:52:02 transreid.train INFO: Epoch 89 done. Time per epoch: 38.553[s] Speed: 786.9[samples/s]
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2024-05-14 16:52:41 transreid.train INFO: Epoch 90 done. Time per epoch: 38.930[s] Speed: 779.2[samples/s]
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2024-05-14 16:53:59 transreid.train INFO: Epoch 92 done. Time per epoch: 38.865[s] Speed: 783.8[samples/s]
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2024-05-14 16:54:37 transreid.train INFO: Epoch 93 done. Time per epoch: 38.514[s] Speed: 789.3[samples/s]
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2024-05-14 16:55:16 transreid.train INFO: Epoch 94 done. Time per epoch: 38.700[s] Speed: 783.9[samples/s]
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2024-05-14 16:55:55 transreid.train INFO: Epoch 95 done. Time per epoch: 38.932[s] Speed: 779.2[samples/s]
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2024-05-14 16:56:33 transreid.train INFO: Epoch 96 done. Time per epoch: 38.339[s] Speed: 791.3[samples/s]
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2024-05-14 16:57:12 transreid.train INFO: Epoch 97 done. Time per epoch: 38.544[s] Speed: 783.7[samples/s]
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2024-05-14 16:57:50 transreid.train INFO: Epoch 98 done. Time per epoch: 38.408[s] Speed: 783.2[samples/s]
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2024-05-14 16:58:28 transreid.train INFO: Epoch 99 done. Time per epoch: 38.379[s] Speed: 790.4[samples/s]
2024-05-14 16:58:32 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.108, Acc: 0.991, Base Lr: 5.51e-04
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2024-05-14 16:59:07 transreid.train INFO: Epoch 100 done. Time per epoch: 38.336[s] Speed: 791.3[samples/s]
2024-05-14 17:00:57 transreid.train INFO: Validation Results - Epoch: 100
2024-05-14 17:00:57 transreid.train INFO: mAP: 41.3%
2024-05-14 17:00:57 transreid.train INFO: CMC curve, Rank-1  :66.7%
2024-05-14 17:00:57 transreid.train INFO: CMC curve, Rank-5  :81.1%
2024-05-14 17:00:57 transreid.train INFO: CMC curve, Rank-10 :85.6%
2024-05-14 17:01:01 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.091, Acc: 0.995, Base Lr: 5.00e-04
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2024-05-14 17:02:14 transreid.train INFO: Epoch 102 done. Time per epoch: 38.214[s] Speed: 790.5[samples/s]
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2024-05-14 17:02:53 transreid.train INFO: Epoch 103 done. Time per epoch: 38.752[s] Speed: 782.8[samples/s]
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2024-05-14 17:06:44 transreid.train INFO: Epoch 109 done. Time per epoch: 38.445[s] Speed: 787.4[samples/s]
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2024-05-14 17:07:22 transreid.train INFO: Epoch 110 done. Time per epoch: 38.480[s] Speed: 786.7[samples/s]
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2024-05-14 17:08:01 transreid.train INFO: Epoch 111 done. Time per epoch: 38.631[s] Speed: 783.6[samples/s]
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2024-05-14 17:08:40 transreid.train INFO: Epoch 112 done. Time per epoch: 38.539[s] Speed: 783.8[samples/s]
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2024-05-14 17:09:18 transreid.train INFO: Epoch 113 done. Time per epoch: 38.816[s] Speed: 783.2[samples/s]
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2024-05-14 17:09:57 transreid.train INFO: Epoch 114 done. Time per epoch: 38.518[s] Speed: 785.9[samples/s]
2024-05-14 17:10:01 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.080, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-14 17:10:35 transreid.train INFO: Epoch 115 done. Time per epoch: 38.382[s] Speed: 788.7[samples/s]
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2024-05-14 17:11:14 transreid.train INFO: Epoch 116 done. Time per epoch: 38.509[s] Speed: 786.1[samples/s]
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2024-05-14 17:12:32 transreid.train INFO: Epoch 118 done. Time per epoch: 38.858[s] Speed: 782.3[samples/s]
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2024-05-14 17:13:11 transreid.train INFO: Epoch 119 done. Time per epoch: 38.841[s] Speed: 781.0[samples/s]
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2024-05-14 17:13:49 transreid.train INFO: Epoch 120 done. Time per epoch: 38.290[s] Speed: 792.3[samples/s]
2024-05-14 17:15:38 transreid.train INFO: Validation Results - Epoch: 120
2024-05-14 17:15:38 transreid.train INFO: mAP: 41.7%
2024-05-14 17:15:38 transreid.train INFO: CMC curve, Rank-1  :67.1%
2024-05-14 17:15:38 transreid.train INFO: CMC curve, Rank-5  :81.2%
2024-05-14 17:15:38 transreid.train INFO: CMC curve, Rank-10 :85.7%
