Tutorial on Automatic Differentiation
Вставка
- Опубліковано 2 лют 2020
- This is a video tutorial on Automatic Differentiation. Tutorial is from "How to Differentiate with a Computer", www.ams.org/publicoutreach/fea..., with permission from the author, David Austin, Grand Valley State University, and the permission of the American Mathematical Society
Attribution-NonCommercial-ShareAlike CC BY-NC-SA
Authors: Matthew Yedlin, Mohammad Jafari
Department of Computer and Electrical Engineering, University of British Columbia. - Наука та технологія
Dude, this is awesome. Thanks
Fine, but which is the final result?
My computations bring to: -2sin(2)-6cos(2) but I am not sure I got the method properly.
shouldnt t_bar * y be equal to sin(-2)?
No, t_bar = sin(-2), y = -1,
are we taking the points randomly to work on?
We sweep backwards from the loss function- using the chain rule - sweeping backwards through the computational graph