8-bit_data_types

Figure X: Low-precision deep learning 8-bit datatypes that I developed. Deep learning training benefits from highly specialized data types. My dynamic tree datatype uses a dynamic bit that indicates the beginning of a binary bisection tree that quantized the range [0, 0.9] while all previous bits are used for the exponent. This allows to dynamically represent large numbers and small numbers with high precision.