GPUs are leaving performance on the table.
New research suggests that auto-generated code is beginning to outperform hand-written CUDA kernels in terms of GPU performance. This shift is attributed to the difficulty in optimizing complex CUDA kernels at scale. The development indicates a potential future where AI-generated code becomes standard for maximizing hardware efficiency. AI
IMPACT AI-generated code is showing promise in optimizing GPU performance, potentially leading to more efficient hardware utilization.