2024-05-05 20:14:25 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_0_5_MSMT17/32bs_lr0.0002_ep120_warm20_seed0
2024-05-05 20:14:25 transreid INFO: Loaded configuration file configs/msmt17/ghostnet_0_5.yml
2024-05-05 20:14:25 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: 0
  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_0_5
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_0_5.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/GhostNet_0_5_MSMT17/32bs_lr0.0002_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0002
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 32
  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: 
2024-05-05 20:14:25 transreid.check INFO: Dataset statistics:
2024-05-05 20:14:25 transreid.check INFO:   ----------------------------------------
2024-05-05 20:14:25 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-05 20:14:25 transreid.check INFO:   ----------------------------------------
2024-05-05 20:14:25 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-05 20:14:25 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-05 20:14:25 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-05 20:14:25 transreid.check INFO:   ----------------------------------------
2024-05-05 20:14:30 transreid INFO: ===========using cosine learning rate=======
2024-05-05 20:14:30 transreid.train INFO: start training
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2024-05-05 20:16:01 transreid.train INFO: Epoch 1 done. Time per epoch: 90.988[s] Speed: 336.2[samples/s]
2024-05-05 20:16:02 transreid.train INFO: Epoch[2] Iter[10/972] Loss: 8.630, Acc: 0.000, Base Lr: 2.18e-05
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2024-05-05 21:08:00 transreid.train INFO: Epoch 39 done. Time per epoch: 81.938[s] Speed: 373.7[samples/s]
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2024-05-05 21:09:22 transreid.train INFO: Epoch 40 done. Time per epoch: 81.981[s] Speed: 373.2[samples/s]
2024-05-05 21:10:55 transreid.train INFO: Validation Results - Epoch: 40
2024-05-05 21:10:55 transreid.train INFO: mAP: 26.1%
2024-05-05 21:10:55 transreid.train INFO: CMC curve, Rank-1  :50.5%
2024-05-05 21:10:55 transreid.train INFO: CMC curve, Rank-5  :66.6%
2024-05-05 21:10:55 transreid.train INFO: CMC curve, Rank-10 :72.9%
2024-05-05 21:10:58 transreid.train INFO: Epoch[41] Iter[10/972] Loss: 2.298, Acc: 0.578, Base Lr: 1.48e-04
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2024-05-05 21:47:35 transreid.train INFO: Epoch 66 done. Time per epoch: 85.679[s] Speed: 356.3[samples/s]
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2024-05-05 21:58:52 transreid.train INFO: Epoch 74 done. Time per epoch: 86.689[s] Speed: 352.9[samples/s]
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2024-05-05 22:05:55 transreid.train INFO: Epoch 79 done. Time per epoch: 84.216[s] Speed: 362.9[samples/s]
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2024-05-05 22:07:19 transreid.train INFO: Epoch 80 done. Time per epoch: 84.046[s] Speed: 361.7[samples/s]
2024-05-05 22:08:58 transreid.train INFO: Validation Results - Epoch: 80
2024-05-05 22:08:58 transreid.train INFO: mAP: 37.5%
2024-05-05 22:08:58 transreid.train INFO: CMC curve, Rank-1  :63.3%
2024-05-05 22:08:58 transreid.train INFO: CMC curve, Rank-5  :78.8%
2024-05-05 22:08:58 transreid.train INFO: CMC curve, Rank-10 :83.8%
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2024-05-05 22:29:24 transreid.train INFO: Epoch 94 done. Time per epoch: 89.540[s] Speed: 341.3[samples/s]
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2024-05-05 22:42:42 transreid.train INFO: Epoch 103 done. Time per epoch: 88.639[s] Speed: 344.4[samples/s]
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2024-05-05 22:47:08 transreid.train INFO: Epoch 106 done. Time per epoch: 88.000[s] Speed: 346.9[samples/s]
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2024-05-05 22:54:31 transreid.train INFO: Epoch 111 done. Time per epoch: 89.571[s] Speed: 341.5[samples/s]
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2024-05-05 22:56:01 transreid.train INFO: Epoch 112 done. Time per epoch: 89.840[s] Speed: 340.2[samples/s]
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2024-05-05 22:58:58 transreid.train INFO: Epoch 114 done. Time per epoch: 88.431[s] Speed: 345.9[samples/s]
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2024-05-05 23:03:26 transreid.train INFO: Epoch 117 done. Time per epoch: 89.326[s] Speed: 342.1[samples/s]
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2024-05-05 23:06:23 transreid.train INFO: Epoch 119 done. Time per epoch: 88.905[s] Speed: 344.1[samples/s]
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2024-05-05 23:07:52 transreid.train INFO: Epoch 120 done. Time per epoch: 88.813[s] Speed: 344.1[samples/s]
2024-05-05 23:09:38 transreid.train INFO: Validation Results - Epoch: 120
2024-05-05 23:09:38 transreid.train INFO: mAP: 39.6%
2024-05-05 23:09:38 transreid.train INFO: CMC curve, Rank-1  :65.4%
2024-05-05 23:09:38 transreid.train INFO: CMC curve, Rank-5  :80.3%
2024-05-05 23:09:38 transreid.train INFO: CMC curve, Rank-10 :85.3%
