39 citations · 48 across the 9 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.PL2020
Efficient Automatic Scheduling of Imaging and Vision Pipelines for the GPU
Luke Anderson, Andrew Adams, Karima Ma +3
We present a new algorithm to quickly generate high-performance GPU implementations of complex imaging and vision pipelines, directly from high-level Halide algorithm code. It is f…
cs.PL2020★ 39 cited
Compiling ONNX Neural Network Models Using MLIR
Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le +8
Deep neural network models are becoming increasingly popular and have been used in various tasks such as computer vision, speech recognition, and natural language processing. Machi…