The content presented in this post was developed during the winter class given at Federal University of Rio Grande do Norte, with professors Carlos Valderrama and Samuel Xavier. My group was composed by Wagner Wesner and me.
Our group task was targeting Vivado HLS to implement accelerator blocks for the PYNQ-Z1 board. The PYNQ consists of a board with some peripherals and a ZYNQ chip, the ZYNQ has a cluster with a Central Processing Unit (CPU) and a Field-Programmable Gate Array (FPGA) which enables the test of the synthesized blocks on Vivado. Vivado outputs such as a bitstream and a Tcl file are used to create a PYNQ overlay. The overlay is further used to communicate the generated blocks with the PYNQ python interface.
The High-Level Synthesis (HLS) is very useful to transform complex algorithms into Hardware Description Language (HDL) code. There is a variety of algorithms which takes considerable CPU processing time, those algorithms can be translated to a hardware description which can be implemented on an FPGA. Once the circuit is configured on the FPGA, the algorithm time demanding tasks are parallelized (summing up), which increases performance and brings other potential benefits.
The Vivavo HLS software starts the PYNQ overlay creation with a custom block.