From Java to FPGA: An Experience with the Intel HARP System

• Pedro Caldeira UFMG
• Jeronimo C. Penha UFV
• Lucas Bragança UFV
• Ricardo Ferreira UFV
• José Augusto M. Nacif UFV
• Renato Ferreira UFMG
• Fernando M. Q. Pereira UFMG

Resumo

Recent years have seen a surge in the popularity of Field-Programmable Gate Arrays (FPGAs). Programmers can use them to develop high-performance systems that are not only efficient in time, but also in energy. Yet, programming FPGAs remains a difficult task. Even though there exist today OpenCL interfaces to synthesize such hardware, higher-level programming languages, such as Java, C# or Python remain distant from them. In this paper, we describe a compiler, and its supporting runtime environment, that reduces this distance, translating functional code written in Java to the Intel HARP platform. Thus, we bring two contributions. First, the insight that a functional-style library is a good starting point to bridge the gap between high-level programming idioms and FPGAs. Second, the implementation of this system itself, including the compiler, its intermediate representation, and all the runtime support necessary to shield developers from the task of transferring data back and forth between the host CPU and the accelerator. To demonstrate the effectiveness of our system, we have used it to implement different benchmarks, used in image processing and data-mining. For large inputs, we can observe consistent 20x speedups over the Java Virtual Machine across all our benchmarks. Depending on the target function that we compile, this speedup can achieve 280x.

Palavras-chave: Field programmable gate arrays, Java, Programming, Hardware, Libraries, Graphics processing units, Hardware design languages