Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions
Machine learning (ML) compilers play a key role in enabling high-performance implementations of ML workloads. These compilers use existing CPU and GPU backends to generate device-specific code. In recent years, many tensor accelerators (or AI accelerators) have been designed to further accelerate these workloads, with...
Devansh Jain, Akash Pardeshi, Marco Frigo et al.
· Proceedings of the ACM on Pr... · 0 citations