5 citations · 6 across the 2 of their papers we have counts for
3 papers
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning
Rik Mulder, Valentin Radu, Christophe Dubach
The choice of convolutional routines (primitives) to implement neural networks has a tremendous impact on their inference performance (execution speed) on a given hardware platform…
Strategy Preserving Compilation for Parallel Functional Code
Robert Atkey, Michel Steuwer, Sam Lindley +1
Graphics Processing Units (GPUs) and other parallel devices are widely available and have the potential for accelerating a wide class of algorithms. However, expert programming ski…
Patterns and Rewrite Rules for Systematic Code Generation (From High-Level Functional Patterns to High-Performance OpenCL Code)
Michel Steuwer, Christian Fensch, Christophe Dubach
Computing systems have become increasingly complex with the emergence of heterogeneous hardware combining multicore CPUs and GPUs. These parallel systems exhibit tremendous computa…