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train_noise performance improvement

Prathamesh Joshi requested to merge train_noise_performance_improvement into main

Note that this MR is coupled with these other two MRs:

  1. https://git.ligo.org/greg/sgnl/-/merge_requests/38
  2. sgn-ligo!39 (merged)
Edited by Prathamesh Joshi

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