This is the cms-hls4ml organization, where hls4ml based cmssw emulators live.
Overview of ML emulators in cms: https://indico.cern.ch/event/1498722/contributions/6472377/attachments/3104574/5501841/ml@l1_emulators.pdf Emulator tutorial: https://gitlab.cern.ch/ml_l1/tutorial/cms_mlatl1t_tutorial/-/tree/jettagger/part2?ref_type=heads
Basic idea: Include hls for model generated by hls4ml with inherited emulator class for reading models. models are compiled at runtime and included in cms-sw as cms-dist externals.
When generating your model using hls4ml include the following options to make hls output compatible with the emulator:
namespace='hls4ml_model_emu_v1',
write_weights_txt=False,
write_emulation_constants=True,
You can then add your hls output to a model repo in this orgnaization with an inherited emulator class like the following examples can be found in the other repos, for example for AXOL1TL, or L1TSC4NGJetModel. Note additional custom functions may be needed depending on your model, for example input scaling.
