This repository includes the compiler for the Programmable Ultra-efficient Memristor-based Accelerator.
The compiler is implemented in the src directory.
The programming interface is provided in the include directory.
Example programs are provided in the test directory.
Please cite the following paper if you find this work useful:
- A. Ankit, I. El Hajj, S. Chalamalasetti, G. Ndu, M. Foltin, R. S. Williams, P. Faraboschi, W.-M. Hwu, J. P. Strachan, K. Roy, D. Milojicic. PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. In Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2019.