mamba pivot testv3

:~/repos/mamba/logs$ cat train_logV3.txt
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Mamba-3 Complex SSM 궤적 예측 실험 V2
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CUDA: NVIDIA GeForce RTX 3060
  Memory: 12.5 GB

데이터: 44280 sequences, pivot 18868 (42.6%)

데이터 분할:
  train: 30995 (pivot: 13205, 42.6%)
  val: 6643 (pivot: 2790, 42.0%)
  test: 6642 (pivot: 2873, 43.3%)

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학습: complex_ssm_V3
파라미터: 1,349,570
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complex_ssm_V3:  42%|████▏     | 84/200 [1:32:58<2:08:23,
66.41s/it, loss=661.81, ADE=22.28, best=21.45, 
piv=31.78, lr=1.6e-05]

  Early stopping at epoch 85
  학습 완료: 93.0분, Best ADE: 21.4478

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학습: real_ssm_V3
파라미터: 1,086,146
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real_ssm_V3:  23%|██▎       | 46/200 [34:09<1:54:21, 
44.55s/it, loss=847.27, ADE=24.79, best=21.99,
piv=32.05, lr=5.0e-04](base)