DEEP Framework for Deep Learning: Deep Learning on a Cloud and HPC Environment

China has emerged as the strongest regional contender to overtake the US in AI capability. The government has devised a strategy to attain global AI leadership by 2030, leveraging the country’s growing technological prowess, its enormous domestic market, and its position as the world’s second largest economy.

Since the dawn of the Supercomputer Era in the 1960s, a succession of base processors (CPUs) has attempted to satisfy HPC users' nearly insatiable demands for fast solution times on a wide spectrum of challenging problems, combined with affordability and energy efficiency. Chief among these entrants were vector processors, which ruled the HPC market through the 1990s, then RISC processors, and then x86-based processors, which began their steep ascendancy at that time and continue to dominate the market today, often in tandem with GPUs or other accelerators.