Vladimir

This is the latest Vitis branch, I meant I will resolve current merge conflicts so it can be merged into the main branch of hls4ml and these commits will appear...

I believe we should revisit this once we have a better way of generating functions in which activations would be merged. There's little gain in general if FIFO depth optimization...

- Don't use `hls4ml` from the command line, it is deprecated and doesn't support the full feature set. Use the python API. Theck the tutorial to see how. - Don't...

@jmitrevs All the issues have been resolved. Do you want to take another pass at this or we merge it?

I removed the definitions from `nnet_helpers.h`. All tests (python compile, make and quartus compile) pass. The only issue remaining with this PR is that occasionally the padding routines don't work...

No log -> no help. Simple.

pre-commit.ci autofix

I was testing this and the changes work, however the PR includes unnecessary changes and the test doesn't do anything (data is all positive, so it passes even without the...

I made #987 as a continuation of this PR

This won't get inlined automatically by the compiler, meaning +1 on latency of the inner product for every output pixel due to the extra function call. It's the `function_instantiate` pragma...