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@sbarratt
sbarratt / torch_jacobian.py
Created May 9, 2019 19:40
Get the jacobian of a vector-valued function that takes batch inputs, in pytorch.
def get_jacobian(net, x, noutputs):
x = x.squeeze()
n = x.size()[0]
x = x.repeat(noutputs, 1)
x.requires_grad_(True)
y = net(x)
y.backward(torch.eye(noutputs))
return x.grad.data
@slowkow
slowkow / ssh-tutorial.md
Last active May 4, 2024 13:52
ssh to a server without typing your password

How to ssh to a remote server without typing your password

Save yourself a few keystrokes. Follow the steps below:

  1. Run this Bash script on your laptop:

    #!/usr/bin/env bash
    

The hostname of your remote server.