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Is finn support lightGBM? #1038

Answered by auphelia
gfwangjg asked this question in Q&A
Apr 12, 2024 · 1 comments · 1 reply
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Hi @gfwangjg,
I guess your question is if models coming from LightGBM can be used as an input to the FINN compiler?
We are using Brevitas as a frontend and FINN expects a QONNX model as an input. QONNX is based on ONNX but extends it in a specific (non-standard) way, including custom layer types and quantization. So, networks must be first quantized using Brevitas and exported to QONNX to be converted to FPGA accelerators. Please find more information on how the FINN flow works here: https://finn.readthedocs.io/en/latest/end_to_end_flow.html

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