OmniSim: Simulating Hardware with C Speed and RTL Accuracy for High-Level Synthesis Designs

TL;DR

OmniSim is a novel simulation framework that provides fast, accurate, and cycle-accurate simulation of complex hardware designs expressed in C/C++, overcoming limitations of existing HLS tools.

Contribution

OmniSim extends HLS simulation capabilities with multi-threaded software simulation, supporting complex dataflow features and achieving RTL-level accuracy and speed.

Findings

Supports 11 previously unsupported designs.

Achieves up to 35.9x speedup over traditional co-simulation.

Outperforms LightningSim by up to 6.61x in speed.

Abstract

High-Level Synthesis (HLS) is increasingly popular for hardware design using C/C++ instead of Register-Transfer Level (RTL). To express concurrent hardware behavior in a sequential language like C/C++, HLS tools introduce constructs such as infinite loops and dataflow modules connected by FIFOs. However, efficiently and accurately simulating these constructs at C level remains challenging. First, without hardware timing information, functional verification typically requires slow RTL synthesis and simulation, as the current approaches in commercial HLS tools. Second, cycle-accurate performance metrics, such as end-to-end latency, also rely on RTL simulation. No existing HLS tool fully overcomes the first limitation. For the second, prior work such as LightningSim partially improves simulation speed but lacks support for advanced dataflow features like cyclic dependencies and non-blocking FIFO accesses. To overcome both limitations, we propose OmniSim, a framework that significantly extends the simulation capabilities of both academic and commercial HLS tools. First, OmniSim enables fast and accurate simulation of complex dataflow designs, especially those explicitly declared unsupported by commercial tools. It does so through sophisticated software multi-threading, where threads are orchestrated by querying and updating a set of FIFO tables that explicitly record exact hardware timing of each FIFO access. Second, OmniSim achieves near-C simulation speed with near-RTL accuracy for both functionality and performance, via flexibly coupled and overlapped functionality and performance simulations. We demonstrate that OmniSim successfully simulates eleven designs previously unsupported by any HLS tool, achieving up to 35.9x speedup over traditional C/RTL co-simulation, and up to 6.61x speedup over the state-of-the-art yet less capable simulator, LightningSim, on its own benchmark suite.