12 citations
4 papers
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices
Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio +3
Multi-Level Intermediate Representation (MLIR) is gaining increasing attention in reconfigurable hardware communities due to its capability to represent various abstract levels for…
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library
Vincent R. Pascuzzi, Mehdi Goli
In this paper, we present an early version of a SYCL-based FFT library, capable of running on all major vendor hardware, including CPUs and GPUs from AMD, ARM, Intel and NVIDIA. Al…
Achieving near native runtime performance and cross-platform performance portability for random number generation through SYCL interoperability
Vincent R. Pascuzzi, Mehdi Goli
High-performance computing (HPC) is a major driver accelerating scientific research and discovery, from quantum simulations to medical therapeutics. While the increasing availabili…
Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN
Rod Burns, John Lawson, Duncan McBain +1
Over the past few years machine learning has seen a renewed explosion of interest, following a number of studies showing the effectiveness of neural networks in a range of tasks wh…