具有高级合成支持的系统级FPGA设备驱动程序

Kizheppatt Vipin, Shanker Shreejith, D. Gunasekera, Suhaib A. Fahmy, Nachiket Kapre
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引用次数: 33

摘要

我们可以利用现代高级综合工具(如Vivado HLS、Bluespec和SCORE)提供的通信抽象标准化,在主机和基于pcie的FPGA加速器平台之间提供稳定的系统接口。在高层次上,我们的FPGA驱动程序试图为FPGA程序员提供类似cuda的驱动程序行为等。在FPGA结构上,我们开发了一个兼容axis的轻量级接口交换机,与多个物理接口(PCIe、以太网、DRAM)耦合,在FPGA上的主机和用户逻辑之间提供可编程的便携式路由能力。在主机上,我们调整了RIFFA 1.0驱动程序,以提供增强的通信api以及位流配置功能,从而允许在FPGA上进行低延迟,高吞吐量通信和安全可靠的用户逻辑编程。我们的驱动器在Xilinx ML605平台上仅消耗21%的bram和14%的逻辑开销,在Xilinx V707板上仅消耗9%的bram和8%的逻辑开销。我们能够维持PCIe (x4 Gen2)带宽的1.47GB/s(峰值74%),以太网(1G)带宽的120.2MB/s(96%)和DRAM带宽的5.93GB/s(92.5%)的DMA传输吞吐量(到DRAM)。
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System-level FPGA device driver with high-level synthesis support
We can exploit the standardization of communication abstractions provided by modern high-level synthesis tools like Vivado HLS, Bluespec and SCORE to provide stable system interfaces between the host and PCIe-based FPGA accelerator platforms. At a high level, our FPGA driver attempts to provide CUDA-like driver behavior, and more, to FPGA programmers. On the FPGA fabric, we develop an AXI-compliant, lightweight interface switch coupled to multiple physical interfaces (PCIe, Ethernet, DRAM) to provide programmable, portable routing capability between the host and user logic on the FPGA. On the host, we adapt the RIFFA 1.0 driver to provide enhanced communication APIs along with bitstream configuration capability allowing low-latency, high-throughput communication and safe, reliable programming of user logic on the FPGA. Our driver only consumes 21% BRAMs and 14% logic overhead on a Xilinx ML605 platform or 9% BRAMs and 8% logic overhead on a Xilinx V707 board. We are able to sustain DMA transfer throughput (to DRAM) of 1.47GB/s (74% peak) of the PCIe (x4 Gen2) bandwidth, 120.2MB/s (96%) of the Ethernet (1G) bandwidth and 5.93GB/s (92.5%) of DRAM bandwidth.
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