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SPLASH 2019
Sun 20 - Fri 25 October 2019 Athens, Greece
Wed 23 Oct 2019 16:45 - 17:30 at Panorama - Machine Learning

Deep learning accelerators offer tremendous gains in compute throughput. That said, accelerators are only as good as the software compilers built to program them.

I will present VTA, a flexible deep learning accelerator design that is fully integrated and open-sourced with the Apache TVM deep learning compiler stack. I will describe the features and the abstraction layers that compose this complete hardware-software stack. Finally I will discuss how it has enabled researchers to perform full system evaluations of novel research ideas such as numerical system exploration.

Wed 23 Oct

splash-2019-rebase
16:00 - 17:30: Rebase - Machine Learning at Panorama
splash-2019-rebase16:00 - 16:45
Talk
Miltiadis AllamanisMicrosoft Research, Cambridge
splash-2019-rebase16:45 - 17:30
Talk
Thierry MoreauUniversity of Washington