Nitish Shirish Keskar keskarnitish
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| def Rop(y, x, v): | |
| """Computes an Rop. | |
| Arguments: | |
| y (Variable): output of differentiated function | |
| x (Variable): differentiated input | |
| v (Variable): vector to be multiplied with Jacobian from the right | |
| """ | |
| w = torch.ones_like(y, requires_grad=True) | |
| return torch.autograd.grad(torch.autograd.grad(y, x, w), w, v) |
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| %% This part goes in preamble | |
| \newcommand{\dummyfig}[1]{ | |
| \centering | |
| \fbox{ | |
| \begin{minipage}[c][0.33\textheight][c]{0.5\textwidth} | |
| \centering{#1} | |
| \end{minipage} | |
| } | |
| } |