2024-04-25 14:11:31 transreid INFO: Saving model in the path :log/bs_exp/Swin_Small_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-25 14:11:31 transreid INFO: Loaded configuration file configs/msmt17/swin_small.yml
2024-04-25 14:11:31 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/Swin_Small_imcomplete.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/bs_exp/Swin_Small_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  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: 
2024-04-25 14:11:32 transreid.check INFO: Dataset statistics:
2024-04-25 14:11:32 transreid.check INFO:   ----------------------------------------
2024-04-25 14:11:32 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-25 14:11:32 transreid.check INFO:   ----------------------------------------
2024-04-25 14:11:32 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-25 14:11:32 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-25 14:11:32 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-25 14:11:32 transreid.check INFO:   ----------------------------------------
2024-04-25 14:11:40 transreid INFO: ===========using cosine learning rate=======
2024-04-25 14:11:40 transreid.train INFO: start training
2024-04-25 14:11:45 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 22.517, Acc: 0.002, Base Lr: 2.38e-05
2024-04-25 14:11:46 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 21.812, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:11:48 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 20.471, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:11:50 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 19.635, Acc: 0.000, Base Lr: 2.38e-05
2024-04-25 14:11:51 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 18.777, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:11:53 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 18.399, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-25 14:11:58 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 17.317, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-25 14:13:02 transreid.train INFO: Epoch 1 done. Time per epoch: 81.959[s] Speed: 370.9[samples/s]
2024-04-25 14:13:04 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 10.069, Acc: 0.002, Base Lr: 4.36e-05
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2024-04-25 14:14:21 transreid.train INFO: Epoch 2 done. Time per epoch: 79.633[s] Speed: 381.8[samples/s]
2024-04-25 14:14:24 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 9.243, Acc: 0.005, Base Lr: 6.34e-05
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2024-04-25 14:17:00 transreid.train INFO: Epoch 4 done. Time per epoch: 79.445[s] Speed: 381.0[samples/s]
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2024-04-25 14:18:20 transreid.train INFO: Epoch 5 done. Time per epoch: 79.462[s] Speed: 381.0[samples/s]
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2024-04-25 14:21:00 transreid.train INFO: Epoch 7 done. Time per epoch: 80.187[s] Speed: 378.3[samples/s]
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2024-04-25 14:22:19 transreid.train INFO: Epoch 8 done. Time per epoch: 79.062[s] Speed: 382.9[samples/s]
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2024-04-25 14:24:58 transreid.train INFO: Epoch 10 done. Time per epoch: 79.386[s] Speed: 382.9[samples/s]
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2024-04-25 14:26:17 transreid.train INFO: Epoch 11 done. Time per epoch: 78.907[s] Speed: 382.8[samples/s]
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2024-04-25 14:27:37 transreid.train INFO: Epoch 12 done. Time per epoch: 79.541[s] Speed: 382.2[samples/s]
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2024-04-25 14:30:16 transreid.train INFO: Epoch 14 done. Time per epoch: 79.407[s] Speed: 382.0[samples/s]
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2024-04-25 14:31:35 transreid.train INFO: Epoch 15 done. Time per epoch: 79.217[s] Speed: 382.1[samples/s]
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2024-04-25 14:34:14 transreid.train INFO: Epoch 17 done. Time per epoch: 79.381[s] Speed: 382.2[samples/s]
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2024-04-25 14:35:33 transreid.train INFO: Epoch 18 done. Time per epoch: 79.409[s] Speed: 382.0[samples/s]
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2024-04-25 14:36:52 transreid.train INFO: Epoch 19 done. Time per epoch: 79.470[s] Speed: 381.7[samples/s]
2024-04-25 14:36:55 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 3.262, Acc: 0.478, Base Lr: 3.73e-04
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2024-04-25 14:38:12 transreid.train INFO: Epoch 20 done. Time per epoch: 79.822[s] Speed: 380.0[samples/s]
2024-04-25 14:41:44 transreid.train INFO: Validation Results - Epoch: 20
2024-04-25 14:41:44 transreid.train INFO: mAP: 65.0%
2024-04-25 14:41:44 transreid.train INFO: CMC curve, Rank-1  :83.6%
2024-04-25 14:41:44 transreid.train INFO: CMC curve, Rank-5  :91.6%
2024-04-25 14:41:44 transreid.train INFO: CMC curve, Rank-10 :93.7%
2024-04-25 14:41:48 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 3.009, Acc: 0.498, Base Lr: 3.71e-04
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2024-04-25 14:43:05 transreid.train INFO: Epoch 21 done. Time per epoch: 81.712[s] Speed: 371.3[samples/s]
2024-04-25 14:43:10 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 2.673, Acc: 0.591, Base Lr: 3.68e-04
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2024-04-25 14:47:11 transreid.train INFO: Epoch 24 done. Time per epoch: 82.367[s] Speed: 368.3[samples/s]
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2024-04-25 14:49:59 transreid.train INFO: Epoch 26 done. Time per epoch: 83.863[s] Speed: 362.5[samples/s]
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2024-04-25 14:51:23 transreid.train INFO: Epoch 27 done. Time per epoch: 83.835[s] Speed: 362.6[samples/s]
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2024-04-25 14:52:46 transreid.train INFO: Epoch 28 done. Time per epoch: 83.047[s] Speed: 364.5[samples/s]
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2024-04-25 14:54:10 transreid.train INFO: Epoch 29 done. Time per epoch: 84.119[s] Speed: 359.9[samples/s]
2024-04-25 14:54:14 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 1.384, Acc: 0.814, Base Lr: 3.42e-04
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2024-04-25 14:55:34 transreid.train INFO: Epoch 30 done. Time per epoch: 84.097[s] Speed: 360.7[samples/s]
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2024-04-25 14:56:57 transreid.train INFO: Epoch 31 done. Time per epoch: 83.230[s] Speed: 363.7[samples/s]
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2024-04-25 14:58:21 transreid.train INFO: Epoch 32 done. Time per epoch: 83.261[s] Speed: 365.1[samples/s]
2024-04-25 14:58:25 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 1.265, Acc: 0.822, Base Lr: 3.30e-04
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2024-04-25 14:59:44 transreid.train INFO: Epoch 33 done. Time per epoch: 83.147[s] Speed: 364.8[samples/s]
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2024-04-25 15:01:08 transreid.train INFO: Epoch 34 done. Time per epoch: 83.702[s] Speed: 361.7[samples/s]
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2024-04-25 15:03:58 transreid.train INFO: Epoch 36 done. Time per epoch: 85.333[s] Speed: 354.0[samples/s]
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2024-04-25 15:06:49 transreid.train INFO: Epoch 38 done. Time per epoch: 85.552[s] Speed: 354.6[samples/s]
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2024-04-25 15:08:14 transreid.train INFO: Epoch 39 done. Time per epoch: 85.565[s] Speed: 354.5[samples/s]
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2024-04-25 15:09:40 transreid.train INFO: Epoch 40 done. Time per epoch: 85.940[s] Speed: 353.7[samples/s]
2024-04-25 15:13:25 transreid.train INFO: Validation Results - Epoch: 40
2024-04-25 15:13:25 transreid.train INFO: mAP: 71.1%
2024-04-25 15:13:25 transreid.train INFO: CMC curve, Rank-1  :87.0%
2024-04-25 15:13:25 transreid.train INFO: CMC curve, Rank-5  :93.5%
2024-04-25 15:13:25 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-04-25 15:13:30 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.599, Acc: 0.942, Base Lr: 2.96e-04
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2024-04-25 15:16:14 transreid.train INFO: Epoch 42 done. Time per epoch: 85.301[s] Speed: 355.6[samples/s]
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2024-04-25 15:17:39 transreid.train INFO: Epoch 43 done. Time per epoch: 84.497[s] Speed: 359.0[samples/s]
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2024-04-25 15:20:32 transreid.train INFO: Epoch 45 done. Time per epoch: 86.957[s] Speed: 348.1[samples/s]
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2024-04-25 15:21:57 transreid.train INFO: Epoch 46 done. Time per epoch: 85.694[s] Speed: 353.3[samples/s]
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2024-04-25 15:23:22 transreid.train INFO: Epoch 47 done. Time per epoch: 84.344[s] Speed: 358.2[samples/s]
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2024-04-25 15:24:45 transreid.train INFO: Epoch 48 done. Time per epoch: 83.693[s] Speed: 359.4[samples/s]
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2024-04-25 15:26:09 transreid.train INFO: Epoch 49 done. Time per epoch: 83.671[s] Speed: 361.8[samples/s]
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2024-04-25 15:27:33 transreid.train INFO: Epoch 50 done. Time per epoch: 83.720[s] Speed: 361.6[samples/s]
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2024-04-25 15:28:58 transreid.train INFO: Epoch 51 done. Time per epoch: 84.847[s] Speed: 359.8[samples/s]
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2024-04-25 15:30:22 transreid.train INFO: Epoch 52 done. Time per epoch: 84.036[s] Speed: 361.8[samples/s]
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2024-04-25 15:33:10 transreid.train INFO: Epoch 54 done. Time per epoch: 83.989[s] Speed: 363.5[samples/s]
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2024-04-25 15:34:33 transreid.train INFO: Epoch 55 done. Time per epoch: 83.283[s] Speed: 362.7[samples/s]
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2024-04-25 15:35:56 transreid.train INFO: Epoch 56 done. Time per epoch: 83.248[s] Speed: 362.9[samples/s]
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2024-04-25 15:38:44 transreid.train INFO: Epoch 58 done. Time per epoch: 84.131[s] Speed: 359.8[samples/s]
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2024-04-25 15:40:08 transreid.train INFO: Epoch 59 done. Time per epoch: 84.821[s] Speed: 358.4[samples/s]
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2024-04-25 15:41:32 transreid.train INFO: Epoch 60 done. Time per epoch: 83.259[s] Speed: 362.8[samples/s]
2024-04-25 15:45:13 transreid.train INFO: Validation Results - Epoch: 60
2024-04-25 15:45:13 transreid.train INFO: mAP: 73.5%
2024-04-25 15:45:13 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-04-25 15:45:13 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-04-25 15:45:13 transreid.train INFO: CMC curve, Rank-10 :95.6%
2024-04-25 15:45:19 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.305, Acc: 0.981, Base Lr: 1.95e-04
2024-04-25 15:45:20 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.261, Acc: 0.988, Base Lr: 1.95e-04
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2024-04-25 15:46:37 transreid.train INFO: Epoch 61 done. Time per epoch: 84.260[s] Speed: 360.0[samples/s]
2024-04-25 15:46:43 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.256, Acc: 0.975, Base Lr: 1.90e-04
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2024-04-25 15:48:01 transreid.train INFO: Epoch 62 done. Time per epoch: 83.658[s] Speed: 360.3[samples/s]
2024-04-25 15:48:06 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.194, Acc: 0.991, Base Lr: 1.85e-04
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2024-04-25 15:50:49 transreid.train INFO: Epoch 64 done. Time per epoch: 83.529[s] Speed: 363.2[samples/s]
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2024-04-25 15:52:12 transreid.train INFO: Epoch 65 done. Time per epoch: 83.381[s] Speed: 363.1[samples/s]
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2024-04-25 15:53:36 transreid.train INFO: Epoch 66 done. Time per epoch: 84.154[s] Speed: 360.5[samples/s]
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2024-04-25 15:54:59 transreid.train INFO: Epoch 67 done. Time per epoch: 83.292[s] Speed: 364.2[samples/s]
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2024-04-25 15:56:23 transreid.train INFO: Epoch 68 done. Time per epoch: 83.998[s] Speed: 360.4[samples/s]
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2024-04-25 15:57:47 transreid.train INFO: Epoch 69 done. Time per epoch: 83.984[s] Speed: 361.2[samples/s]
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2024-04-25 15:59:11 transreid.train INFO: Epoch 70 done. Time per epoch: 83.508[s] Speed: 362.5[samples/s]
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2024-04-25 16:00:34 transreid.train INFO: Epoch 71 done. Time per epoch: 83.229[s] Speed: 364.5[samples/s]
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2024-04-25 16:03:21 transreid.train INFO: Epoch 73 done. Time per epoch: 83.724[s] Speed: 362.3[samples/s]
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2024-04-25 16:04:45 transreid.train INFO: Epoch 74 done. Time per epoch: 83.722[s] Speed: 363.1[samples/s]
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2024-04-25 16:06:07 transreid.train INFO: Epoch 75 done. Time per epoch: 82.809[s] Speed: 366.3[samples/s]
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2024-04-25 16:08:54 transreid.train INFO: Epoch 77 done. Time per epoch: 83.486[s] Speed: 363.4[samples/s]
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2024-04-25 16:10:17 transreid.train INFO: Epoch 78 done. Time per epoch: 83.106[s] Speed: 365.0[samples/s]
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2024-04-25 16:11:40 transreid.train INFO: Epoch 79 done. Time per epoch: 83.327[s] Speed: 363.3[samples/s]
2024-04-25 16:11:46 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.208, Acc: 0.980, Base Lr: 1.01e-04
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2024-04-25 16:13:03 transreid.train INFO: Epoch 80 done. Time per epoch: 82.775[s] Speed: 364.2[samples/s]
2024-04-25 16:16:39 transreid.train INFO: Validation Results - Epoch: 80
2024-04-25 16:16:39 transreid.train INFO: mAP: 74.8%
2024-04-25 16:16:39 transreid.train INFO: CMC curve, Rank-1  :89.1%
2024-04-25 16:16:39 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-04-25 16:16:39 transreid.train INFO: CMC curve, Rank-10 :95.9%
2024-04-25 16:16:45 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.144, Acc: 0.997, Base Lr: 9.61e-05
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2024-04-25 16:18:03 transreid.train INFO: Epoch 81 done. Time per epoch: 83.821[s] Speed: 362.7[samples/s]
2024-04-25 16:18:09 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.139, Acc: 0.998, Base Lr: 9.17e-05
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2024-04-25 16:20:51 transreid.train INFO: Epoch 83 done. Time per epoch: 83.460[s] Speed: 362.7[samples/s]
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2024-04-25 16:22:15 transreid.train INFO: Epoch 84 done. Time per epoch: 83.987[s] Speed: 362.0[samples/s]
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2024-04-25 16:25:03 transreid.train INFO: Epoch 86 done. Time per epoch: 83.430[s] Speed: 362.8[samples/s]
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2024-04-25 16:26:27 transreid.train INFO: Epoch 87 done. Time per epoch: 83.302[s] Speed: 363.4[samples/s]
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2024-04-25 16:29:14 transreid.train INFO: Epoch 89 done. Time per epoch: 83.766[s] Speed: 362.2[samples/s]
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2024-04-25 16:30:37 transreid.train INFO: Epoch 90 done. Time per epoch: 83.423[s] Speed: 363.6[samples/s]
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2024-04-25 16:33:27 transreid.train INFO: Epoch 92 done. Time per epoch: 86.361[s] Speed: 352.8[samples/s]
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2024-04-25 16:34:52 transreid.train INFO: Epoch 93 done. Time per epoch: 84.522[s] Speed: 359.7[samples/s]
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2024-04-25 16:36:16 transreid.train INFO: Epoch 94 done. Time per epoch: 84.689[s] Speed: 358.2[samples/s]
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2024-04-25 16:37:44 transreid.train INFO: Epoch 95 done. Time per epoch: 87.185[s] Speed: 348.0[samples/s]
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2024-04-25 16:39:09 transreid.train INFO: Epoch 96 done. Time per epoch: 85.131[s] Speed: 356.3[samples/s]
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2024-04-25 16:40:33 transreid.train INFO: Epoch 97 done. Time per epoch: 83.959[s] Speed: 359.8[samples/s]
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2024-04-25 16:41:57 transreid.train INFO: Epoch 98 done. Time per epoch: 84.296[s] Speed: 356.8[samples/s]
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2024-04-25 16:43:22 transreid.train INFO: Epoch 99 done. Time per epoch: 84.908[s] Speed: 357.3[samples/s]
2024-04-25 16:43:27 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.152, Acc: 0.989, Base Lr: 2.75e-05
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2024-04-25 16:44:47 transreid.train INFO: Epoch 100 done. Time per epoch: 85.595[s] Speed: 354.4[samples/s]
2024-04-25 16:48:29 transreid.train INFO: Validation Results - Epoch: 100
2024-04-25 16:48:29 transreid.train INFO: mAP: 75.9%
2024-04-25 16:48:29 transreid.train INFO: CMC curve, Rank-1  :89.6%
2024-04-25 16:48:29 transreid.train INFO: CMC curve, Rank-5  :94.9%
2024-04-25 16:48:29 transreid.train INFO: CMC curve, Rank-10 :96.1%
2024-04-25 16:48:35 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.117, Acc: 1.000, Base Lr: 2.50e-05
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2024-04-25 16:51:16 transreid.train INFO: Epoch 102 done. Time per epoch: 82.789[s] Speed: 364.9[samples/s]
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2024-04-25 16:52:39 transreid.train INFO: Epoch 103 done. Time per epoch: 83.547[s] Speed: 363.1[samples/s]
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2024-04-25 16:55:25 transreid.train INFO: Epoch 105 done. Time per epoch: 83.010[s] Speed: 363.1[samples/s]
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2024-04-25 16:56:48 transreid.train INFO: Epoch 106 done. Time per epoch: 82.575[s] Speed: 365.8[samples/s]
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2024-04-25 16:59:35 transreid.train INFO: Epoch 108 done. Time per epoch: 83.248[s] Speed: 363.6[samples/s]
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2024-04-25 17:00:58 transreid.train INFO: Epoch 109 done. Time per epoch: 83.038[s] Speed: 364.6[samples/s]
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2024-04-25 17:03:45 transreid.train INFO: Epoch 111 done. Time per epoch: 84.154[s] Speed: 359.7[samples/s]
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2024-04-25 17:05:09 transreid.train INFO: Epoch 112 done. Time per epoch: 83.682[s] Speed: 361.0[samples/s]
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2024-04-25 17:06:32 transreid.train INFO: Epoch 113 done. Time per epoch: 83.436[s] Speed: 364.4[samples/s]
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2024-04-25 17:07:55 transreid.train INFO: Epoch 114 done. Time per epoch: 82.964[s] Speed: 364.9[samples/s]
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2024-04-25 17:09:18 transreid.train INFO: Epoch 115 done. Time per epoch: 83.351[s] Speed: 363.2[samples/s]
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2024-04-25 17:10:42 transreid.train INFO: Epoch 116 done. Time per epoch: 83.774[s] Speed: 361.4[samples/s]
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2024-04-25 17:13:29 transreid.train INFO: Epoch 118 done. Time per epoch: 83.858[s] Speed: 362.5[samples/s]
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2024-04-25 17:14:52 transreid.train INFO: Epoch 119 done. Time per epoch: 83.223[s] Speed: 364.5[samples/s]
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2024-04-25 17:16:16 transreid.train INFO: Epoch 120 done. Time per epoch: 83.450[s] Speed: 363.5[samples/s]
2024-04-25 17:19:54 transreid.train INFO: Validation Results - Epoch: 120
2024-04-25 17:19:54 transreid.train INFO: mAP: 76.0%
2024-04-25 17:19:54 transreid.train INFO: CMC curve, Rank-1  :89.6%
2024-04-25 17:19:54 transreid.train INFO: CMC curve, Rank-5  :94.9%
2024-04-25 17:19:54 transreid.train INFO: CMC curve, Rank-10 :96.1%
