2024-04-27 20:43:02 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_Small_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-27 20:43:02 transreid INFO: Loaded configuration file configs/msmt17/edgenext_small.yml
2024-04-27 20:43:02 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: 1
  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: edgenext_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_Small.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/EdgeNext_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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  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: 
2024-04-27 20:43:02 transreid.check INFO: Dataset statistics:
2024-04-27 20:43:02 transreid.check INFO:   ----------------------------------------
2024-04-27 20:43:02 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-27 20:43:02 transreid.check INFO:   ----------------------------------------
2024-04-27 20:43:02 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-27 20:43:02 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-27 20:43:02 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-27 20:43:02 transreid.check INFO:   ----------------------------------------
2024-04-27 20:43:06 transreid INFO: ===========using cosine learning rate=======
2024-04-27 20:43:06 transreid.train INFO: start training
2024-04-27 20:43:10 transreid.train INFO: Epoch[1] Iter[5/486] Loss: 19.506, Acc: 0.000, Base Lr: 2.38e-05
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2024-04-27 20:43:49 transreid.train INFO: Epoch 1 done. Time per epoch: 42.549[s] Speed: 714.5[samples/s]
2024-04-27 20:43:50 transreid.train INFO: Epoch[2] Iter[5/486] Loss: 8.072, Acc: 0.000, Base Lr: 4.36e-05
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2024-04-27 20:52:31 transreid.train INFO: Epoch 14 done. Time per epoch: 40.323[s] Speed: 752.3[samples/s]
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2024-04-27 20:59:54 transreid.train INFO: Epoch 25 done. Time per epoch: 40.435[s] Speed: 751.8[samples/s]
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2024-04-27 21:03:16 transreid.train INFO: Epoch 30 done. Time per epoch: 40.263[s] Speed: 753.4[samples/s]
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2024-04-27 21:09:56 transreid.train INFO: Epoch 40 done. Time per epoch: 40.055[s] Speed: 759.0[samples/s]
2024-04-27 21:11:38 transreid.train INFO: Validation Results - Epoch: 40
2024-04-27 21:11:38 transreid.train INFO: mAP: 56.6%
2024-04-27 21:11:38 transreid.train INFO: CMC curve, Rank-1  :78.1%
2024-04-27 21:11:38 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-04-27 21:11:38 transreid.train INFO: CMC curve, Rank-10 :91.0%
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2024-04-27 21:12:20 transreid.train INFO: Epoch 41 done. Time per epoch: 42.041[s] Speed: 723.1[samples/s]
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2024-04-27 21:16:39 transreid.train INFO: Epoch 47 done. Time per epoch: 43.068[s] Speed: 701.4[samples/s]
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2024-04-27 21:18:06 transreid.train INFO: Epoch 49 done. Time per epoch: 43.168[s] Speed: 701.3[samples/s]
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2024-04-27 21:20:16 transreid.train INFO: Epoch 52 done. Time per epoch: 43.431[s] Speed: 700.0[samples/s]
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2024-04-27 21:22:26 transreid.train INFO: Epoch 55 done. Time per epoch: 43.247[s] Speed: 698.5[samples/s]
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2024-04-27 21:24:37 transreid.train INFO: Epoch 58 done. Time per epoch: 43.974[s] Speed: 688.4[samples/s]
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2024-04-27 21:26:04 transreid.train INFO: Epoch 60 done. Time per epoch: 44.007[s] Speed: 686.4[samples/s]
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2024-04-27 21:28:15 transreid.train INFO: Epoch 63 done. Time per epoch: 43.661[s] Speed: 694.8[samples/s]
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2024-04-27 21:30:25 transreid.train INFO: Epoch 66 done. Time per epoch: 43.312[s] Speed: 700.4[samples/s]
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2024-04-27 21:32:37 transreid.train INFO: Epoch 69 done. Time per epoch: 43.631[s] Speed: 695.3[samples/s]
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2024-04-27 21:34:04 transreid.train INFO: Epoch 71 done. Time per epoch: 43.611[s] Speed: 695.6[samples/s]
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2024-04-27 21:36:14 transreid.train INFO: Epoch 74 done. Time per epoch: 43.411[s] Speed: 700.3[samples/s]
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2024-04-27 21:38:22 transreid.train INFO: Epoch 77 done. Time per epoch: 42.762[s] Speed: 709.4[samples/s]
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2024-04-27 21:39:49 transreid.train INFO: Epoch 79 done. Time per epoch: 42.826[s] Speed: 706.9[samples/s]
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2024-04-27 21:40:32 transreid.train INFO: Epoch 80 done. Time per epoch: 42.685[s] Speed: 706.2[samples/s]
2024-04-27 21:42:21 transreid.train INFO: Validation Results - Epoch: 80
2024-04-27 21:42:21 transreid.train INFO: mAP: 61.2%
2024-04-27 21:42:21 transreid.train INFO: CMC curve, Rank-1  :81.7%
2024-04-27 21:42:21 transreid.train INFO: CMC curve, Rank-5  :90.1%
2024-04-27 21:42:21 transreid.train INFO: CMC curve, Rank-10 :92.4%
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2024-04-27 21:43:52 transreid.train INFO: Epoch 82 done. Time per epoch: 45.241[s] Speed: 670.5[samples/s]
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2024-04-27 21:45:22 transreid.train INFO: Epoch 84 done. Time per epoch: 45.352[s] Speed: 670.3[samples/s]
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2024-04-27 21:46:08 transreid.train INFO: Epoch 85 done. Time per epoch: 45.370[s] Speed: 665.8[samples/s]
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2024-04-27 21:48:23 transreid.train INFO: Epoch 88 done. Time per epoch: 46.040[s] Speed: 658.9[samples/s]
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2024-04-27 21:49:54 transreid.train INFO: Epoch 90 done. Time per epoch: 45.175[s] Speed: 671.5[samples/s]
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2024-04-27 21:52:08 transreid.train INFO: Epoch 93 done. Time per epoch: 44.755[s] Speed: 679.3[samples/s]
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2024-04-27 21:54:24 transreid.train INFO: Epoch 96 done. Time per epoch: 45.658[s] Speed: 664.4[samples/s]
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2024-04-27 21:56:41 transreid.train INFO: Epoch 99 done. Time per epoch: 45.254[s] Speed: 670.4[samples/s]
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2024-04-27 21:57:26 transreid.train INFO: Epoch 100 done. Time per epoch: 45.302[s] Speed: 669.6[samples/s]
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2024-04-27 21:58:11 transreid.train INFO: Epoch 101 done. Time per epoch: 44.881[s] Speed: 678.8[samples/s]
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2024-04-27 22:00:24 transreid.train INFO: Epoch 104 done. Time per epoch: 44.926[s] Speed: 672.4[samples/s]
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2024-04-27 22:02:36 transreid.train INFO: Epoch 107 done. Time per epoch: 44.683[s] Speed: 678.9[samples/s]
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2024-04-27 22:06:15 transreid.train INFO: Epoch 112 done. Time per epoch: 43.348[s] Speed: 696.9[samples/s]
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2024-04-27 22:08:27 transreid.train INFO: Epoch 115 done. Time per epoch: 44.228[s] Speed: 684.5[samples/s]
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2024-04-27 22:10:39 transreid.train INFO: Epoch 118 done. Time per epoch: 44.404[s] Speed: 684.6[samples/s]
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2024-04-27 22:11:24 transreid.train INFO: Epoch 119 done. Time per epoch: 44.163[s] Speed: 686.9[samples/s]
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2024-04-27 22:12:08 transreid.train INFO: Epoch 120 done. Time per epoch: 44.389[s] Speed: 683.4[samples/s]
2024-04-27 22:14:00 transreid.train INFO: Validation Results - Epoch: 120
2024-04-27 22:14:00 transreid.train INFO: mAP: 63.2%
2024-04-27 22:14:00 transreid.train INFO: CMC curve, Rank-1  :83.2%
2024-04-27 22:14:00 transreid.train INFO: CMC curve, Rank-5  :90.7%
2024-04-27 22:14:00 transreid.train INFO: CMC curve, Rank-10 :92.8%
