2024-04-30 23:37:21 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet101_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 23:37:21 transreid INFO: Loaded configuration file configs/msmt17/resnet101.yml
2024-04-30 23:37:21 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: 4
  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: resnet101
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet101.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/resnet101_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 23:37:22 transreid.check INFO: Dataset statistics:
2024-04-30 23:37:22 transreid.check INFO:   ----------------------------------------
2024-04-30 23:37:22 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 23:37:22 transreid.check INFO:   ----------------------------------------
2024-04-30 23:37:22 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 23:37:22 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 23:37:22 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 23:37:22 transreid.check INFO:   ----------------------------------------
2024-04-30 23:37:26 transreid INFO: ===========using cosine learning rate=======
2024-04-30 23:37:26 transreid.train INFO: start training
2024-04-30 23:38:06 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.060, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:38:18 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.075, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:38:30 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.053, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:38:41 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.030, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:38:53 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.011, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:39:06 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.996, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:39:17 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 8.983, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:39:30 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 8.966, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:39:41 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 8.953, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 23:40:05 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.934, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 23:47:25 transreid.train INFO: Epoch 1 done. Time per epoch: 597.686[s] Speed: 50.9[samples/s]
2024-04-30 23:47:38 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.305, Acc: 0.027, Base Lr: 8.72e-04
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2024-04-30 23:56:56 transreid.train INFO: Epoch 2 done. Time per epoch: 571.407[s] Speed: 53.2[samples/s]
2024-04-30 23:57:09 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.603, Acc: 0.077, Base Lr: 1.27e-03
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2024-05-01 00:15:54 transreid.train INFO: Epoch 4 done. Time per epoch: 568.466[s] Speed: 53.3[samples/s]
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2024-05-01 00:25:27 transreid.train INFO: Epoch 5 done. Time per epoch: 572.657[s] Speed: 52.9[samples/s]
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2024-05-01 00:43:18 transreid.train INFO: Epoch 7 done. Time per epoch: 567.442[s] Speed: 53.5[samples/s]
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2024-05-01 00:52:44 transreid.train INFO: Epoch 8 done. Time per epoch: 565.919[s] Speed: 53.5[samples/s]
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2024-05-01 01:11:42 transreid.train INFO: Epoch 10 done. Time per epoch: 570.096[s] Speed: 53.3[samples/s]
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2024-05-01 01:20:23 transreid.train INFO: Epoch 11 done. Time per epoch: 520.966[s] Speed: 58.0[samples/s]
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2024-05-01 01:48:00 transreid.train INFO: Epoch 14 done. Time per epoch: 542.454[s] Speed: 55.9[samples/s]
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2024-05-01 02:14:30 transreid.train INFO: Epoch 17 done. Time per epoch: 498.753[s] Speed: 60.8[samples/s]
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2024-05-01 02:23:52 transreid.train INFO: Epoch 18 done. Time per epoch: 561.524[s] Speed: 54.0[samples/s]
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2024-05-01 02:33:13 transreid.train INFO: Epoch 19 done. Time per epoch: 560.582[s] Speed: 54.1[samples/s]
2024-05-01 02:33:24 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.414, Acc: 0.972, Base Lr: 7.47e-03
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2024-05-01 02:42:30 transreid.train INFO: Epoch 20 done. Time per epoch: 557.756[s] Speed: 54.4[samples/s]
2024-05-01 02:53:28 transreid.train INFO: Validation Results - Epoch: 20
2024-05-01 02:53:28 transreid.train INFO: mAP: 44.7%
2024-05-01 02:53:28 transreid.train INFO: CMC curve, Rank-1  :71.6%
2024-05-01 02:53:28 transreid.train INFO: CMC curve, Rank-5  :83.8%
2024-05-01 02:53:28 transreid.train INFO: CMC curve, Rank-10 :87.6%
2024-05-01 02:53:40 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.316, Acc: 0.970, Base Lr: 7.41e-03
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2024-05-01 03:02:47 transreid.train INFO: Epoch 21 done. Time per epoch: 558.974[s] Speed: 54.3[samples/s]
2024-05-01 03:02:57 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.298, Acc: 0.983, Base Lr: 7.36e-03
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2024-05-01 03:20:25 transreid.train INFO: Epoch 23 done. Time per epoch: 560.398[s] Speed: 54.1[samples/s]
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2024-05-01 03:29:44 transreid.train INFO: Epoch 24 done. Time per epoch: 559.024[s] Speed: 54.3[samples/s]
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2024-05-01 03:57:12 transreid.train INFO: Epoch 27 done. Time per epoch: 524.807[s] Speed: 57.9[samples/s]
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2024-05-01 04:14:29 transreid.train INFO: Epoch 29 done. Time per epoch: 557.924[s] Speed: 54.3[samples/s]
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2024-05-01 04:23:46 transreid.train INFO: Epoch 30 done. Time per epoch: 557.392[s] Speed: 54.4[samples/s]
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2024-05-01 04:42:26 transreid.train INFO: Epoch 32 done. Time per epoch: 559.913[s] Speed: 54.3[samples/s]
2024-05-01 04:42:40 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.185, Acc: 0.986, Base Lr: 6.60e-03
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2024-05-01 04:50:09 transreid.train INFO: Epoch 33 done. Time per epoch: 463.229[s] Speed: 65.5[samples/s]
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2024-05-01 04:56:36 transreid.train INFO: Epoch 34 done. Time per epoch: 387.002[s] Speed: 78.2[samples/s]
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2024-05-01 05:22:32 transreid.train INFO: Epoch 38 done. Time per epoch: 388.088[s] Speed: 78.2[samples/s]
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2024-05-01 05:29:04 transreid.train INFO: Epoch 39 done. Time per epoch: 391.412[s] Speed: 77.5[samples/s]
2024-05-01 05:29:14 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.085, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-01 05:35:36 transreid.train INFO: Epoch 40 done. Time per epoch: 392.085[s] Speed: 77.5[samples/s]
2024-05-01 05:43:33 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 05:43:33 transreid.train INFO: mAP: 50.4%
2024-05-01 05:43:33 transreid.train INFO: CMC curve, Rank-1  :76.0%
2024-05-01 05:43:33 transreid.train INFO: CMC curve, Rank-5  :87.2%
2024-05-01 05:43:33 transreid.train INFO: CMC curve, Rank-10 :90.3%
2024-05-01 05:43:45 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.080, Acc: 0.992, Base Lr: 5.91e-03
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2024-05-01 06:01:30 transreid.train INFO: Epoch 43 done. Time per epoch: 392.220[s] Speed: 77.3[samples/s]
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2024-05-01 06:53:37 transreid.train INFO: Epoch 51 done. Time per epoch: 392.089[s] Speed: 77.9[samples/s]
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2024-05-01 07:00:11 transreid.train INFO: Epoch 52 done. Time per epoch: 393.939[s] Speed: 77.2[samples/s]
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2024-05-01 07:19:48 transreid.train INFO: Epoch 55 done. Time per epoch: 392.470[s] Speed: 77.0[samples/s]
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2024-05-01 07:37:45 transreid.train INFO: Epoch 58 done. Time per epoch: 391.677[s] Speed: 77.3[samples/s]
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2024-05-01 07:44:15 transreid.train INFO: Epoch 59 done. Time per epoch: 390.433[s] Speed: 77.9[samples/s]
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2024-05-01 07:50:46 transreid.train INFO: Epoch 60 done. Time per epoch: 390.923[s] Speed: 77.3[samples/s]
2024-05-01 07:58:47 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 07:58:47 transreid.train INFO: mAP: 52.7%
2024-05-01 07:58:47 transreid.train INFO: CMC curve, Rank-1  :77.8%
2024-05-01 07:58:47 transreid.train INFO: CMC curve, Rank-5  :88.2%
2024-05-01 07:58:47 transreid.train INFO: CMC curve, Rank-10 :91.3%
2024-05-01 07:58:57 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.042, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-01 08:05:17 transreid.train INFO: Epoch 61 done. Time per epoch: 389.726[s] Speed: 77.8[samples/s]
2024-05-01 08:05:28 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.033, Acc: 1.000, Base Lr: 3.80e-03
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2024-05-01 08:11:48 transreid.train INFO: Epoch 62 done. Time per epoch: 390.858[s] Speed: 77.1[samples/s]
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2024-05-01 08:24:45 transreid.train INFO: Epoch 64 done. Time per epoch: 387.978[s] Speed: 78.2[samples/s]
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2024-05-01 08:31:11 transreid.train INFO: Epoch 65 done. Time per epoch: 385.739[s] Speed: 78.5[samples/s]
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2024-05-01 08:44:07 transreid.train INFO: Epoch 67 done. Time per epoch: 386.069[s] Speed: 78.6[samples/s]
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2024-05-01 08:50:34 transreid.train INFO: Epoch 68 done. Time per epoch: 387.386[s] Speed: 78.1[samples/s]
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2024-05-01 09:02:01 transreid.train INFO: Epoch 70 done. Time per epoch: 307.849[s] Speed: 98.3[samples/s]
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2024-05-01 09:08:26 transreid.train INFO: Epoch 71 done. Time per epoch: 384.926[s] Speed: 78.8[samples/s]
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2024-05-01 09:14:54 transreid.train INFO: Epoch 72 done. Time per epoch: 387.598[s] Speed: 78.1[samples/s]
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2024-05-01 09:27:49 transreid.train INFO: Epoch 74 done. Time per epoch: 389.868[s] Speed: 78.0[samples/s]
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2024-05-01 09:34:13 transreid.train INFO: Epoch 75 done. Time per epoch: 384.068[s] Speed: 79.0[samples/s]
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2024-05-01 09:47:06 transreid.train INFO: Epoch 77 done. Time per epoch: 385.111[s] Speed: 78.8[samples/s]
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2024-05-01 09:53:35 transreid.train INFO: Epoch 78 done. Time per epoch: 388.940[s] Speed: 78.0[samples/s]
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2024-05-01 10:00:03 transreid.train INFO: Epoch 79 done. Time per epoch: 387.840[s] Speed: 78.1[samples/s]
2024-05-01 10:00:14 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-01 10:06:25 transreid.train INFO: Epoch 80 done. Time per epoch: 382.649[s] Speed: 78.8[samples/s]
2024-05-01 10:14:15 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 10:14:15 transreid.train INFO: mAP: 55.0%
2024-05-01 10:14:15 transreid.train INFO: CMC curve, Rank-1  :79.2%
2024-05-01 10:14:15 transreid.train INFO: CMC curve, Rank-5  :89.0%
2024-05-01 10:14:15 transreid.train INFO: CMC curve, Rank-10 :91.7%
2024-05-01 10:14:26 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.027, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-01 10:20:43 transreid.train INFO: Epoch 81 done. Time per epoch: 388.443[s] Speed: 78.3[samples/s]
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2024-05-01 10:45:20 transreid.train INFO: Epoch 87 done. Time per epoch: 204.682[s] Speed: 147.9[samples/s]
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2024-05-01 10:55:30 transreid.train INFO: Epoch 90 done. Time per epoch: 203.326[s] Speed: 149.2[samples/s]
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2024-05-01 11:05:39 transreid.train INFO: Epoch 93 done. Time per epoch: 203.194[s] Speed: 149.6[samples/s]
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2024-05-01 11:15:48 transreid.train INFO: Epoch 96 done. Time per epoch: 202.908[s] Speed: 149.5[samples/s]
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2024-05-01 11:19:10 transreid.train INFO: Epoch 97 done. Time per epoch: 201.215[s] Speed: 150.1[samples/s]
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2024-05-01 11:22:31 transreid.train INFO: Epoch 98 done. Time per epoch: 201.033[s] Speed: 149.6[samples/s]
2024-05-01 11:22:39 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.028, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-01 11:25:54 transreid.train INFO: Epoch 99 done. Time per epoch: 202.879[s] Speed: 149.5[samples/s]
2024-05-01 11:26:02 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.027, Acc: 1.000, Base Lr: 5.51e-04
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2024-05-01 11:29:17 transreid.train INFO: Epoch 100 done. Time per epoch: 203.050[s] Speed: 149.4[samples/s]
2024-05-01 11:34:27 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 11:34:27 transreid.train INFO: mAP: 55.4%
2024-05-01 11:34:27 transreid.train INFO: CMC curve, Rank-1  :79.4%
2024-05-01 11:34:27 transreid.train INFO: CMC curve, Rank-5  :88.8%
2024-05-01 11:34:27 transreid.train INFO: CMC curve, Rank-10 :92.1%
2024-05-01 11:34:35 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.020, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-01 11:44:34 transreid.train INFO: Epoch 103 done. Time per epoch: 202.871[s] Speed: 149.5[samples/s]
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2024-05-01 11:54:37 transreid.train INFO: Epoch 106 done. Time per epoch: 200.983[s] Speed: 150.3[samples/s]
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2024-05-01 12:14:44 transreid.train INFO: Epoch 112 done. Time per epoch: 201.037[s] Speed: 150.3[samples/s]
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2024-05-01 12:18:06 transreid.train INFO: Epoch 113 done. Time per epoch: 201.980[s] Speed: 150.5[samples/s]
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2024-05-01 12:24:49 transreid.train INFO: Epoch 115 done. Time per epoch: 201.274[s] Speed: 150.4[samples/s]
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2024-05-01 12:28:11 transreid.train INFO: Epoch 116 done. Time per epoch: 201.726[s] Speed: 150.1[samples/s]
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2024-05-01 12:34:56 transreid.train INFO: Epoch 118 done. Time per epoch: 202.698[s] Speed: 150.0[samples/s]
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2024-05-01 12:41:00 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-01 12:41:17 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:41:21 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:41:25 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:41:29 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 12:41:33 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-01 12:41:40 transreid.train INFO: Epoch 120 done. Time per epoch: 201.944[s] Speed: 150.2[samples/s]
2024-05-01 12:46:46 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 12:46:46 transreid.train INFO: mAP: 55.9%
2024-05-01 12:46:46 transreid.train INFO: CMC curve, Rank-1  :79.8%
2024-05-01 12:46:46 transreid.train INFO: CMC curve, Rank-5  :89.2%
2024-05-01 12:46:46 transreid.train INFO: CMC curve, Rank-10 :92.1%
