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GPU Phase 1

Past due by over 4 years 66% complete

First phase of GPU project:

  • Investigate best profiling framework for testing GPU speed-up.
  • Set up automated profiling on GPU (either remote e.g. Google Collab, Kaggle Kernels) or local (e.g. on NeuroSpin machine).
  • Prepare data metaclass for choosing appropriate device for computations (CPU or GPU).
  • Prepare first implementation using Forward-Backward algo…

First phase of GPU project:

  • Investigate best profiling framework for testing GPU speed-up.
  • Set up automated profiling on GPU (either remote e.g. Google Collab, Kaggle Kernels) or local (e.g. on NeuroSpin machine).
  • Prepare data metaclass for choosing appropriate device for computations (CPU or GPU).
  • Prepare first implementation using Forward-Backward algorithm and simplest possible set-up (i.e. no gradient, identity operator, etc.)