Neural network example (HAST-328)

[Piedone]

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

[Piedone]

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

[sarahelsaig]

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

[Piedone]

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