Mixed Precision: A Strategy for New Science Opportunities

Since the days of vector supercomputers, computational scientists have relied on high-precision arithmetic to accurately solve problems. But changes to hardware, spurred by the demand for more computing capability and growth in machine learning, have researchers considering lower precision alternatives.