Improving Energy Efficiency in Loop Pipelining by Rational-II Modulo Scheduling

Modulo scheduling is a commonly used high-level synthesis (HLS) technique to maximize throughput by overlapping the computation of consecutive loop iterations [1] – [5] . For maximum throughput, the number of cycles to wait between successive sample insertions (called initiation interval, II) should be as low as possible.