Before revision:  We demonstrate a software/hardware-accelerated co-design , which reduces the performance impact of stochastic inference to 1.58X-2X relative to the unprotected baseline, compared to 14X-20X overhead for a software-only GPU implementation.
After revision:  We demonstrate two software/hardware-accelerated co-design , which reduces the performance impact of stochastic inference to 1.58X-2X relative to the unprotected baseline, compared to 14X-20X overhead for a software-only GPU implementation.