This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/usr/bin/env python3 | |
""" | |
Example of a generic Mixout implementation. (Lee et al., 2019). | |
https://arxiv.org/abs/1909.11299 | |
Implementation by Stephen Roller (https://stephenroller.com). | |
Updated 2020-02-10 to include 1/(1 - p) correction term. Thanks to | |
Cheolhyoung Lee for making this correction. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/bin/bash | |
# Run this on This AMI on AWS: | |
# https://console.aws.amazon.com/ec2/v2/home?region=us-east-1#LaunchInstanceWizard:ami=ami-b36981d8 | |
# You should get yourself a fully working GPU enabled tensorflow installation. | |
cd ~ | |
# grab cuda 7.0 |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Note – this is not a bash script (some of the steps require reboot) | |
# I named it .sh just so Github does correct syntax highlighting. | |
# | |
# This is also available as an AMI in us-east-1 (virginia): ami-cf5028a5 | |
# | |
# The CUDA part is mostly based on this excellent blog post: | |
# http://tleyden.github.io/blog/2014/10/25/cuda-6-dot-5-on-aws-gpu-instance-running-ubuntu-14-dot-04/ | |
# Install various packages | |
sudo apt-get update |