Search Results for author: Stephen Richardson

Found 2 papers, 2 papers with code

Programming Heterogeneous Systems from an Image Processing DSL

3 code implementations28 Oct 2016 Jing Pu, Steven Bell, Xuan Yang, Jeff Setter, Stephen Richardson, Jonathan Ragan-Kelley, Mark Horowitz

We address this problem by extending the image processing language, Halide, so users can specify which portions of their applications should become hardware accelerators, and then we provide a compiler that uses this code to automatically create the accelerator along with the "glue" code needed for the user's application to access this hardware.

Software Engineering

A Systematic Approach to Blocking Convolutional Neural Networks

1 code implementation14 Jun 2016 Xuan Yang, Jing Pu, Blaine Burton Rister, Nikhil Bhagdikar, Stephen Richardson, Shahar Kvatinsky, Jonathan Ragan-Kelley, Ardavan Pedram, Mark Horowitz

Convolutional Neural Networks (CNNs) are the state of the art solution for many computer vision problems, and many researchers have explored optimized implementations.

Blocking

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