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@@ -153,37 +153,6 @@ You should see the same result. | |
If you were able to replicate these results, please submit a PR adding to the replication log! | ||
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## Replication on Colab | ||
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For users without local GPU resources, Colab is an available solution. It could be transformed into a GPU instance with full SSH access. | ||
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First of all, create a Colab notebook using your Google account and use the GPU runtime mode. | ||
[Ngrok](https://ngrok.com/) is used to make ssh forwarding. Before this, please create a password. Then, let's start `sshd`. | ||
Let's setup and run `sshd`. | ||
``` | ||
! apt-get install -qq -o=Dpkg::Use-Pty=0 openssh-server pwgen > /dev/null | ||
! echo root:$password | chpasswd | ||
! mkdir -p /var/run/sshd | ||
! echo "PermitRootLogin yes" >> /etc/ssh/sshd_config | ||
! echo "PasswordAuthentication yes" >> /etc/ssh/sshd_config | ||
get_ipython().system_raw('/usr/sbin/sshd -D &') | ||
``` | ||
After that, we can install and run Ngrok, which creates a TCP tunnel. | ||
You can get authtoken from https://dashboard.ngrok.com/auth". | ||
``` | ||
! wget -q -c -nc https://bin.equinox.io/c/4VmDzA7iaHb/ngrok-stable-linux-amd64.zip | ||
! unzip -qq -n ngrok-stable-linux-amd64.zip | ||
import getpass | ||
authtoken = getpass.getpass() | ||
get_ipython().system_raw('./ngrok authtoken $authtoken && ./ngrok tcp 22 &') | ||
``` | ||
Now, You can access your server through `ssh` command in your local machine. | ||
The Port number can be found through the Ngrok interface https://dashboard.ngrok.com/status. | ||
``` | ||
ssh [email protected] -p [port_number] | ||
``` | ||
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## Replication Log | ||
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+ Results replicated by [@MXueguang](https://github.com/MXueguang) on 2020-05-22 (commit [`69de7db`](https://github.com/castorini/pygaggle/commit/69de7db843bbe9201113c4d94c9e90be36094350)) (Tesla P4) | ||
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