Applications Driving Architectures Center
Task Liaison Meetings
Calling All Task Liaisons
ADA Center students are presenting their research at online task liaison meetings each Wednesday. Task liaisons and other interested sponsors are invited to join. Registration is not necessary, but please visit our complete liaison meeting schedule for info on how to attend each meeting.
Meeting Type: Lessons Learned/Pivot
PyTorchFI, a runtime perturbation tool for deep neural networks (DNNs) created by ADA Researchers at UIUC, has recently been added to the official PyTorch Ecosystem. This endorsement has lead to over 25,000 downloads, and it will likely lead to more researchers and developers to using PyTorchFI.
The PyTorchFI team was also the recipient of a ADA Lynn Conway Research Award in 2019. Congrats to the PyTorchFI team on its continued success and growth.
As the computing industry struggles to maintain its historically rapid pace of innovation, the ADA Center, based at the University of Michigan, aims to streamline and democratize the design and manufacturing of next-generation computing systems.
The Center for Applications Driving Architectures, or ADA, is developing a transformative, "plug-and-play" ecosystem to encourage a flood of fresh ideas in computing frontiers such as autonomous control, robotics and machine-learning.
Today, analysts worry that the industry is stagnating, caught between physical limits to the size of silicon transistors and the skyrocketing costs and complexity of system design.
"The electronic industry is facing many challenges going forward, and we stand a much better chance of solving these problems if we can make hardware design more accessible to a large pool of talent," said Valeria Bertacco, an Arthur F. Thurnau professor of computer science and engineering at U-M and director of the ADA Center. "We want to make it possible for anyone with motivation and a good idea to build novel high-performance computing systems."
The center is a five-year project that includes researchers from several leading universities.