1 citations · 1 across the 2 of their papers we have counts for
4 papers
Compiling Halide Programs to Push-Memory Accelerators
Qiaoyi Liu, Dillon Huff, Jeff Setter +8
Image processing and machine learning applications benefit tremendously from hardware acceleration, but existing compilers target either FPGAs, which sacrifice power and performanc…
fault: A Python Embedded Domain-Specific Language For Metaprogramming Portable Hardware Verification Components
Lenny Truong, Steven Herbst, Rajsekhar Setaluri +8
While hardware generators have drastically improved design productivity, they have introduced new challenges for the task of verification. To effectively cover the functionality of…
Learning in situ: a randomized experiment in video streaming
Francis Y. Yan, Hudson Ayers, Chenzhi Zhu +5
We describe the results of a randomized controlled trial of video-streaming algorithms for bitrate selection and network prediction. Over the last eight months, we have streamed 14…
Online Model Distillation for Efficient Video Inference
Ravi Teja Mullapudi, Steven Chen, Keyi Zhang +2
High-quality computer vision models typically address the problem of understanding the general distribution of real-world images. However, most cameras observe only a very small fr…