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reduce execution runtime #2

@abrizu

Description

@abrizu

attempt to reduce the runtime of the mri model while maintaining optimal epoch count (5-10).

current runtime (Nvidia GTX 1080): 5.02 minutes @ 99.70% accuracy (3 epochs)
(high accuracy, runtime slow)

this may include:

  • applying techniques such as dropout and batch norm effectively (currently implemented, may not be the best functionality)
  • changing architecture

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