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RubenPadial
Contributor
ContributorIntel FPGA AI suite accuracy drop
Hello, I'm using Intel FPGA AI 2023.2 on ubuntu 20.04 host computer and trying to infer a custom CNN in a Intel Arria 10 SoC FPGA. The CNN was trained with TensorFlow and the accuracy is 98.89% acr...
RubenPadialContributor
ContributorHello @JohnT_Intel ,
According to Intel FPGA AI Suite. IP Reference Manual section 2.3. some of that layers should be compatible like the ReLU layer. Could you confirm? In addition, the model is compiled for HETERO plugin (--fplugin option), if the layer cannot be implemented in FPGA, it should be implemented in the CPU. What solution do you suggest?
Plase note that someof that layers are not in the intioan TensorFlow model and they are included by the OpenVINO model optimizer (mo) application.
