2024-04-29 08:39:12 transreid INFO: Saving model in the path :log/bs_exp/ResNet18_MSMT17/32bs_lr0.0002_ep120_warm20_seed0
2024-04-29 08:39:12 transreid INFO: Loaded configuration file configs/msmt17/resnet18.yml
2024-04-29 08:39:12 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: resnet18
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet18.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/ResNet18_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: 
2024-04-29 08:39:13 transreid.check INFO: Dataset statistics:
2024-04-29 08:39:13 transreid.check INFO:   ----------------------------------------
2024-04-29 08:39:13 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 08:39:13 transreid.check INFO:   ----------------------------------------
2024-04-29 08:39:13 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 08:39:13 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 08:39:13 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 08:39:13 transreid.check INFO:   ----------------------------------------
2024-04-29 08:39:16 transreid INFO: ===========using cosine learning rate=======
2024-04-29 08:39:16 transreid.train INFO: start training
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2024-04-29 08:39:46 transreid.train INFO: Epoch 1 done. Time per epoch: 29.449[s] Speed: 1038.8[samples/s]
2024-04-29 08:39:47 transreid.train INFO: Epoch[2] Iter[10/972] Loss: 10.151, Acc: 0.003, Base Lr: 2.18e-05
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2024-04-29 08:56:50 transreid.train INFO: Epoch 39 done. Time per epoch: 26.918[s] Speed: 1137.7[samples/s]
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2024-04-29 08:57:17 transreid.train INFO: Epoch 40 done. Time per epoch: 27.134[s] Speed: 1127.4[samples/s]
2024-04-29 08:58:51 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 08:58:51 transreid.train INFO: mAP: 43.8%
2024-04-29 08:58:51 transreid.train INFO: CMC curve, Rank-1  :69.7%
2024-04-29 08:58:51 transreid.train INFO: CMC curve, Rank-5  :82.1%
2024-04-29 08:58:51 transreid.train INFO: CMC curve, Rank-10 :85.7%
2024-04-29 08:58:53 transreid.train INFO: Epoch[41] Iter[10/972] Loss: 2.145, Acc: 0.681, Base Lr: 1.48e-04
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2024-04-29 09:11:33 transreid.train INFO: Epoch 66 done. Time per epoch: 29.181[s] Speed: 1046.2[samples/s]
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2024-04-29 09:13:00 transreid.train INFO: Epoch 69 done. Time per epoch: 29.239[s] Speed: 1043.0[samples/s]
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2024-04-29 09:14:29 transreid.train INFO: Epoch 72 done. Time per epoch: 29.821[s] Speed: 1020.5[samples/s]
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2024-04-29 09:15:27 transreid.train INFO: Epoch 74 done. Time per epoch: 29.227[s] Speed: 1046.7[samples/s]
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2024-04-29 09:15:56 transreid.train INFO: Epoch 75 done. Time per epoch: 28.754[s] Speed: 1061.7[samples/s]
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2024-04-29 09:17:53 transreid.train INFO: Epoch 79 done. Time per epoch: 29.115[s] Speed: 1049.6[samples/s]
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2024-04-29 09:18:22 transreid.train INFO: Epoch 80 done. Time per epoch: 28.801[s] Speed: 1055.5[samples/s]
2024-04-29 09:20:01 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 09:20:01 transreid.train INFO: mAP: 53.7%
2024-04-29 09:20:01 transreid.train INFO: CMC curve, Rank-1  :78.4%
2024-04-29 09:20:01 transreid.train INFO: CMC curve, Rank-5  :88.5%
2024-04-29 09:20:01 transreid.train INFO: CMC curve, Rank-10 :91.4%
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2024-04-29 09:21:32 transreid.train INFO: Epoch 83 done. Time per epoch: 30.523[s] Speed: 999.1[samples/s]
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2024-04-29 09:23:02 transreid.train INFO: Epoch 86 done. Time per epoch: 30.282[s] Speed: 1010.2[samples/s]
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2024-04-29 09:24:34 transreid.train INFO: Epoch 89 done. Time per epoch: 30.520[s] Speed: 1001.3[samples/s]
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2024-04-29 09:26:05 transreid.train INFO: Epoch 92 done. Time per epoch: 30.190[s] Speed: 1012.3[samples/s]
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2024-04-29 09:27:36 transreid.train INFO: Epoch 95 done. Time per epoch: 30.167[s] Speed: 1014.1[samples/s]
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2024-04-29 09:30:08 transreid.train INFO: Epoch 100 done. Time per epoch: 30.301[s] Speed: 1008.6[samples/s]
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2024-04-29 09:31:39 transreid.train INFO: Epoch 103 done. Time per epoch: 30.130[s] Speed: 1013.2[samples/s]
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2024-04-29 09:33:10 transreid.train INFO: Epoch 106 done. Time per epoch: 29.994[s] Speed: 1017.8[samples/s]
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2024-04-29 09:34:41 transreid.train INFO: Epoch 109 done. Time per epoch: 30.011[s] Speed: 1017.2[samples/s]
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2024-04-29 09:36:12 transreid.train INFO: Epoch 112 done. Time per epoch: 30.607[s] Speed: 998.5[samples/s]
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2024-04-29 09:37:42 transreid.train INFO: Epoch 115 done. Time per epoch: 29.977[s] Speed: 1018.4[samples/s]
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2024-04-29 09:39:13 transreid.train INFO: Epoch 118 done. Time per epoch: 29.930[s] Speed: 1018.9[samples/s]
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2024-04-29 09:40:14 transreid.train INFO: Epoch[120] Iter[910/972] Loss: 0.619, Acc: 0.941, Base Lr: 4.00e-07
2024-04-29 09:40:14 transreid.train INFO: Epoch[120] Iter[920/972] Loss: 0.616, Acc: 0.942, Base Lr: 4.00e-07
2024-04-29 09:40:14 transreid.train INFO: Epoch[120] Iter[930/972] Loss: 0.613, Acc: 0.942, Base Lr: 4.00e-07
2024-04-29 09:40:15 transreid.train INFO: Epoch[120] Iter[940/972] Loss: 0.611, Acc: 0.943, Base Lr: 4.00e-07
2024-04-29 09:40:15 transreid.train INFO: Epoch[120] Iter[950/972] Loss: 0.608, Acc: 0.943, Base Lr: 4.00e-07
2024-04-29 09:40:16 transreid.train INFO: Epoch 120 done. Time per epoch: 30.556[s] Speed: 1000.1[samples/s]
2024-04-29 09:41:57 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 09:41:57 transreid.train INFO: mAP: 55.6%
2024-04-29 09:41:57 transreid.train INFO: CMC curve, Rank-1  :79.6%
2024-04-29 09:41:57 transreid.train INFO: CMC curve, Rank-5  :89.3%
2024-04-29 09:41:57 transreid.train INFO: CMC curve, Rank-10 :92.0%
