Metryxa Studio turns a trained ML model into synthesizable, bit-exact Verilog for FPGA — an agent writes the hardware, and deterministic gates decide whether it ships.
model.py to a bitstreamEvery stage is checked. A design only advances when the rung below it passes — so a green run means it actually ran, not that a model said so.
The model is in the generation path but never the acceptance path. Every artifact must pass deterministic checks; a model's claim of success is never sufficient on its own.
Generated RTL is diffed against a numpy reference simulator, element by element. 2/2 vectors match or it doesn't advance. Same rounding, same saturation, everywhere.
Not a paper flow. Real synthesis, place & route, and timing closure produce a programmable bitstream for your target device.
Search the design space across precision and strategy, inspect every repair attempt with its verdicts, and download the RTL, testbench, and weight ROMs.
Every stage is confirmed by a real tool — lint, simulation, synthesis, and timing — so a completed run reflects checks that actually passed.
Open the workbench and walk the whole pipeline — model, profiles, build, and the exported RTL.
Launch the Studio →