2024-04-28 14:53:15 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_XSmall_MSMT17/32bs_lr0.0002_ep120_warm20_seed0
2024-04-28 14:53:15 transreid INFO: Loaded configuration file configs/msmt17/edgenext_xsmall.yml
2024-04-28 14:53:15 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: edgenext_x_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_XSmall.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_XSmall_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: 20
  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: 
2024-04-28 14:53:15 transreid.check INFO: Dataset statistics:
2024-04-28 14:53:15 transreid.check INFO:   ----------------------------------------
2024-04-28 14:53:15 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-28 14:53:15 transreid.check INFO:   ----------------------------------------
2024-04-28 14:53:15 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-28 14:53:15 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-28 14:53:15 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-28 14:53:15 transreid.check INFO:   ----------------------------------------
2024-04-28 14:53:18 transreid INFO: ===========using cosine learning rate=======
2024-04-28 14:53:18 transreid.train INFO: start training
2024-04-28 14:53:22 transreid.train INFO: Epoch[1] Iter[10/972] Loss: 19.452, Acc: 0.000, Base Lr: 1.19e-05
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2024-04-28 14:54:20 transreid.train INFO: Epoch 1 done. Time per epoch: 61.874[s] Speed: 494.4[samples/s]
2024-04-28 14:54:22 transreid.train INFO: Epoch[2] Iter[10/972] Loss: 8.199, Acc: 0.000, Base Lr: 2.18e-05
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2024-04-28 14:57:20 transreid.train INFO: Epoch 4 done. Time per epoch: 59.809[s] Speed: 512.6[samples/s]
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2024-04-28 15:13:16 transreid.train INFO: Epoch 20 done. Time per epoch: 59.612[s] Speed: 512.7[samples/s]
2024-04-28 15:14:51 transreid.train INFO: Validation Results - Epoch: 20
2024-04-28 15:14:51 transreid.train INFO: mAP: 37.2%
2024-04-28 15:14:51 transreid.train INFO: CMC curve, Rank-1  :61.7%
2024-04-28 15:14:51 transreid.train INFO: CMC curve, Rank-5  :76.7%
2024-04-28 15:14:51 transreid.train INFO: CMC curve, Rank-10 :81.6%
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2024-04-28 15:15:53 transreid.train INFO: Epoch 21 done. Time per epoch: 62.555[s] Speed: 490.6[samples/s]
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2024-04-28 15:34:48 transreid.train INFO: Epoch 39 done. Time per epoch: 62.121[s] Speed: 493.0[samples/s]
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2024-04-28 15:35:51 transreid.train INFO: Epoch 40 done. Time per epoch: 62.690[s] Speed: 488.0[samples/s]
2024-04-28 15:37:30 transreid.train INFO: Validation Results - Epoch: 40
2024-04-28 15:37:30 transreid.train INFO: mAP: 45.7%
2024-04-28 15:37:30 transreid.train INFO: CMC curve, Rank-1  :70.6%
2024-04-28 15:37:30 transreid.train INFO: CMC curve, Rank-5  :82.7%
2024-04-28 15:37:30 transreid.train INFO: CMC curve, Rank-10 :86.8%
2024-04-28 15:37:34 transreid.train INFO: Epoch[41] Iter[10/972] Loss: 3.168, Acc: 0.384, Base Lr: 1.48e-04
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2024-04-28 15:57:38 transreid.train INFO: Epoch 59 done. Time per epoch: 62.327[s] Speed: 487.7[samples/s]
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2024-04-28 15:58:41 transreid.train INFO: Epoch 60 done. Time per epoch: 63.348[s] Speed: 482.4[samples/s]
2024-04-28 16:00:23 transreid.train INFO: Validation Results - Epoch: 60
2024-04-28 16:00:23 transreid.train INFO: mAP: 51.5%
2024-04-28 16:00:23 transreid.train INFO: CMC curve, Rank-1  :74.8%
2024-04-28 16:00:23 transreid.train INFO: CMC curve, Rank-5  :86.0%
2024-04-28 16:00:23 transreid.train INFO: CMC curve, Rank-10 :89.2%
2024-04-28 16:00:27 transreid.train INFO: Epoch[61] Iter[10/972] Loss: 2.042, Acc: 0.666, Base Lr: 9.76e-05
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2024-04-28 16:20:21 transreid.train INFO: Epoch 79 done. Time per epoch: 64.234[s] Speed: 475.8[samples/s]
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2024-04-28 16:21:24 transreid.train INFO: Epoch 80 done. Time per epoch: 62.562[s] Speed: 485.9[samples/s]
2024-04-28 16:23:02 transreid.train INFO: Validation Results - Epoch: 80
2024-04-28 16:23:02 transreid.train INFO: mAP: 54.7%
2024-04-28 16:23:02 transreid.train INFO: CMC curve, Rank-1  :77.3%
2024-04-28 16:23:02 transreid.train INFO: CMC curve, Rank-5  :87.9%
2024-04-28 16:23:02 transreid.train INFO: CMC curve, Rank-10 :90.7%
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2024-04-28 16:26:15 transreid.train INFO: Epoch 83 done. Time per epoch: 62.998[s] Speed: 484.1[samples/s]
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2024-04-28 16:29:24 transreid.train INFO: Epoch 86 done. Time per epoch: 63.006[s] Speed: 485.5[samples/s]
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2024-04-28 16:35:46 transreid.train INFO: Epoch 92 done. Time per epoch: 62.572[s] Speed: 488.4[samples/s]
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2024-04-28 16:41:04 transreid.train INFO: Epoch 97 done. Time per epoch: 63.622[s] Speed: 480.3[samples/s]
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2024-04-28 16:43:12 transreid.train INFO: Epoch 99 done. Time per epoch: 64.364[s] Speed: 474.8[samples/s]
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2024-04-28 16:44:16 transreid.train INFO: Epoch 100 done. Time per epoch: 64.248[s] Speed: 475.7[samples/s]
2024-04-28 16:45:55 transreid.train INFO: Validation Results - Epoch: 100
2024-04-28 16:45:55 transreid.train INFO: mAP: 55.9%
2024-04-28 16:45:55 transreid.train INFO: CMC curve, Rank-1  :78.1%
2024-04-28 16:45:55 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-04-28 16:45:55 transreid.train INFO: CMC curve, Rank-10 :91.0%
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2024-04-28 16:58:40 transreid.train INFO: Epoch 112 done. Time per epoch: 64.916[s] Speed: 470.8[samples/s]
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2024-04-28 17:00:48 transreid.train INFO: Epoch 114 done. Time per epoch: 64.279[s] Speed: 475.9[samples/s]
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2024-04-28 17:06:08 transreid.train INFO: Epoch 119 done. Time per epoch: 63.803[s] Speed: 479.5[samples/s]
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2024-04-28 17:07:12 transreid.train INFO: Epoch 120 done. Time per epoch: 64.095[s] Speed: 476.8[samples/s]
2024-04-28 17:08:50 transreid.train INFO: Validation Results - Epoch: 120
2024-04-28 17:08:50 transreid.train INFO: mAP: 57.9%
2024-04-28 17:08:50 transreid.train INFO: CMC curve, Rank-1  :79.8%
2024-04-28 17:08:50 transreid.train INFO: CMC curve, Rank-5  :89.1%
2024-04-28 17:08:50 transreid.train INFO: CMC curve, Rank-10 :91.8%
