Today’s floating-point arithmetic landscape is broader than ever. While scientific computing has traditionally used single precision and double arithmetics, half increasingly available in hardware quadruple supported software. Lower brings increased speed reduced communication energy costs, but it produces results of correspondingly low accuracy. Higher precisions are more expensive can potenti...