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RubenPadial's avatar
RubenPadial
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3 years ago

HardSigmoid and Intel FPGA AI suite

Hello, I have a trained neural network with PyTorch. I exported it in ONNX format and successfully obtained the IR model using the OpenVino toolkit. The model includes a HardSiLU (or H-Swish) activa...
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RubenPadial's avatar
RubenPadial
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3 years ago

Hello @JohnT_Intel

To compile the graph I used the example architecture "A10_Generic.arch" with dla_compiler function:

dla_compiler
--march "{path_archPath}"
--network-file "{path_xmlPath}"
--o "{path_binPath}"
--foutput-format=open_vino_hetero
--fanalyze-performance

where "path_archPath" is the path to the "A10_Generic.arch", "path_xmlPath" is the path to the IR model xml file and "path_binPath" is the output directory.