UMA: Universal Modular Accelerator Interface

Image
UMA Flow

UMA (Universal Modular Accelerator Interface) is a unified infrastructure for easy integration of external hardware accelerators into the machine learning compiler framework TVM. UMA provides file structures, Python interface classes and a documented API and is available open-source in the latest releases of TVM.

Visibility
Publicly available!
License

Apache License 2.0

ISA Compliance
Status
Date of Availability
Contact

Paul Palomero Bernardo
Sand 13
72076 Tübingen
Deutschland

Contact Email
paul.palomero-bernardo [at] uni-tuebingen.de
Asset Reference Description

UMA deployment backend for the AI accelerator UltraTrail.

Asset Reference Description

UMA deployment backend for the DSP/AI accelerator SpiNNedge.

Target TRL at the end of phase 1
TRL6: Prototyp in vereinfachter/simulierter Einsatzumgebung --> Anwendungsfälle
Target TRL at the end of phase 2
TRL6: Prototyp in vereinfachter/simulierter Einsatzumgebung --> Anwendungsfälle
Component is required for safety critical systems
Nein