Brain floating-point format (bfloat16) is an number encoding format occupying 16 bits representing a floating-point number. It is equvilent to a standard single-precision floating-point value with a truncated mantissa field. Bfloat16 is designed to be used in hardware accelerating machine learning algorithms.