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Lecture 5 of the online course Deep Learning Systems: Algorithms and Implementation. This lecture provides a Lecture 4 of the online course Deep Learning Systems: Algorithms and Implementation. This lecture introduces This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... Summary: Unlock the power of `JAX Note that there is a new version of this video available here youtu.be/9H-o8wESCxI ERRATA: - In slide 87, we use ... Topics discussed: - Why care about differentiation? - Different ways to An introduction to working with `torch.autograd` and performing backpropagation on a function with `.backward()`. Relative to X remember we are doing the An invited talk for PEPM 2018. Abstract & slides: github.com/conal/talk-2018-essence-of-
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