Open-Source Tools for Neural Network Inference on FPGAs

Описание: As part of the TMPA-2021 Conference, Mikhail Lebedev, Researcher, Ivannikov Institute for System Programming of the Russian Academy of Sciences, presented a paper on Open-Source Tools for Neural Network Inference on FPGAs. In their research, Mikhail and his co-authors review several open-source tools for neural network optimization, acceleration and hardware synthesis. The tools’ performance is evaluated using three neural network models. Optimisation results are provided for executing the models on CPUs, GPUs, and FPGAs.

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