⚡ Add ESD Support to hls4ml #1129
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switch to pyproject.toml include pyproject.toml after install
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Description
Add support for general
EinsumDenselayer with any legit equation. Frontend only implemented for keras v3 now, but should also work with v2 if a handler is added.Currently, only
vivado/vitisbackend is supported withio_parallelandlatencystrategy. I checked that model does synth successfully and cosim looks ok. Pragmas are not tuned; latency and resource consumption looks fine but not yet crosschecked with dense and pointwise conv.Prerequisite
This PR requires and includes #1116 (including #1094), #1103, and #1124
Will rebase this branch after these are merged. Only the last few (two at the time of creation) commits exclusively belongs to this PR.
Type of change
Tests
test/pytest/test_einsum_dense.py/test_einsum_denseChecklist