Bring Your Own Datatypes: Enabling Custom Datatype Exploration in TVM

In this post, we describe the Bring Your Own Datatypes framework, which enables the use of custom datatypes within TVM. Introduction When designing accelerators, an important decision is how one will approximately represent real numbers in hardware. This problem has had a longstanding, industry-standard solution: the IEEE 754 floating-point standard.