Lombiq / Hastlayer-SDK

Turning .NET software into FPGA hardware for faster execution and lower power usage.

Home Page:https://hastlayer.com

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Neural network example (HAST-328)

Piedone opened this issue · comments

Add a sample with a neural network. The point here would be to have a sample of an FPGA-implemented NN where the whole network, including the weights and functions, is etched into the FPGA fabric.

  • This can be a simple NN implementation we provide, we don't need to use a library. Keep perf tips in mind, this needs to be parallelized.
  • Add it to Hast.Samples.SampleAssembly and expose it with a SampleRunner like all the other samples there.
  • Benchmark the FPGA implementation with the CPU one and add under the Benchmarks docs page.

Jira issue

Is this something you'd be interested in perhaps, @DAud-IcI?

Sure, though I'm not sure what yet. I'll look for some example codes soon.

Awesome! We can also bounce around ideas if you'd like.