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Implement convac in torch instead of NumPy #13

@idfah

Description

@idfah

Description

The current NumPy-only implementation of convac / CNN-LA is somewhat difficult to maintain because of manual gradient computation. It also does not support GPUs. This story is to re-implement this network architecture in pytorch with optional GPU training support.

Acceptance Criteria

  • New implementation of convac available and written in pytorch
  • New convac implementation supports both CPU and GPU training

Tasks

  • create new module structure for torch re-implementations
  • implement convac
  • add GPU support
  • add unit tests

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