Can Tesla's D1 processor outperform GPU?

Tesla's D1 processor, with its unique data stream near-memory computing architecture, demonstrates high performance and energy efficiency when processing complex AI computing tasks. However, compared with GPUs, the energy efficiency of the D1 processor still has room for improvement.