MuniHac 2022 - Saturday, October 8 - Michael Sperber: How to Deep Learn with Categories
One of the uses of Conal Elliott's ConCat infrastructure for compiling with categories is implementing Deep Learning. ConCat implements the automatic differentiation needed to compute gradients. It can also be used to transform the resulting code to utilize a GPU via the Accelerate framework. The talk describes how these pieces fit together in an industrial application, what the advantages are over the dominant Python-based frameworks, as well as challenges with using the framework. I also intend to conduct a hacking session on our ConCat codebase.
Видео MuniHac 2022 - Saturday, October 8 - Michael Sperber: How to Deep Learn with Categories канала TNG Technology Consulting GmbH
Видео MuniHac 2022 - Saturday, October 8 - Michael Sperber: How to Deep Learn with Categories канала TNG Technology Consulting GmbH
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8 октября 2022 г. 21:23:25
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