Sean Bradley seanbradley

Prerequisites, i.e. the most important things

Time of writing: Jan 18, 2023, updated on Sep 22, 2024. The following assumes that you're trying to install CUDA on WSL2 Ubuntu.
Check support matrix first before you install any version of CUDA, because chances are the latest CUDA does not have cuDNN support yet, then you would have to re-install older version if you found out later.

https://docs.nvidia.com/deeplearning/cudnn/support-matrix/index.html#cudnn-cuda-hardware-versions

At the time of writing, the latest cuDNN version is 8.7 and it supports CUDA 11.8.
Windows 10 must be build 20145 or later, or you should be on Windows 11.

Setting up a WordPress site on AWS

This tutorial walks through setting up AWS infrastructure for WordPress, starting at creating an AWS account. We'll manually provision a single EC2 instance (i.e an AWS virtual machine) to run WordPress using Nginx, PHP-FPM, and MySQL.

This tutorial assumes you're relatively comfortable on the command line and editing system configuration files. It is intended for folks who want a high-level of control and understanding of their infrastructure. It will take about half an hour if you don't Google away at some point.

If you experience any difficulties or have any feedback, leave a comment. 🐬

Coming soon: I'll write another tutorial on a high availability setup for WordPress on AWS, including load-balancing multiple application servers in an auto-scaling group and utilizing RDS.

In some cases for Python unit tests, we want to automatically perform setUp methods in as declared in a base class. However, we still want setUp to work as per normal in the subclass. The following code will proxy the new setUp function to run it's base class' and the new one.

# Define a common test base for starting servers
class MyBaseTestCase(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        """On inherited classes, run our `setUp` method"""
        # Inspired via http://stackoverflow.com/questions/1323455/python-unit-test-with-base-and-sub-class/17696807#17696807
        if cls is not MyBaseTestCase and cls.setUp is not MyBaseTestCase.setUp:

	"""

	The code below combines approaches published by both @eugene-yh and @jinyongyoo on Github.

	Thanks for the contributions guys!

	"""

	import torch
	import peft

	PS1='\[\033]0;WSL2 Bash\W\007\]' # set window title
	PS1="$PS1"'\n' # new line
	PS1="$PS1"'\[\033[36m\]' # change to green
	PS1="$PS1"'bash@bexgboost ' # user@host<space>
	PS1="$PS1"'\[\033[31m\]' # change to brownish yellow
	PS1="$PS1"'\W' # current working directory

	source /usr/lib/git-core/git-sh-prompt
	export PS1="${debian_chroot:+($debian_chroot)}\[\033[01;36m\]\u:\[\033[01;31m\]\w\[\033[33m\]\$(__git_ps1)\[\033[33m\]"

	import pandas as pd

	def compare_two_dfs(input_df_1, input_df_2):
	df_1, df_2 = input_df_1.copy(), input_df_2.copy()
	ne_stacked = (df_1 != df_2).stack()
	changed = ne_stacked[ne_stacked]
	changed.index.names = ['id', 'col']
	difference_locations = np.where(df_1 != df_2)

	changed_from = df_1.values[difference_locations]

	[Desktop Entry]
	Encoding=UTF-8
	Name=Postman
	Exec=postman
	Icon=/home/USERNAME/Postman/app/resources/app/assets/icon.png
	Terminal=false
	Type=Application
	Categories=Development;

	{
	"CoolProp": "https://pypi.python.org/packages/17/71/0bfbaed4d1eeb0fd339827e203e8abfbb1b29c82e65bd25a87473fa275a0/CoolProp-6.0.0-cp27-cp27mu-manylinux1_x86_64.whl",
	"Cython": "https://pypi.python.org/packages/7d/f1/ef21dc8cfc1deb5efc6d5260bcfe5892d0482972ab851ec577ad40bba67c/Cython-0.24.1-cp27-cp27mu-manylinux1_x86_64.whl",
	"Pillow": "https://pypi.python.org/packages/f5/cc/6ed6df9eb1cbe0153e0897a62b6e72560faef13fa4891c143a965374ac4a/Pillow-3.4.1-cp27-cp27mu-manylinux1_x86_64.whl",
	"PyLBFGS": "https://pypi.python.org/packages/82/3a/1f6eacc68ad1125efbdcd5dca004cf6ef3bbd3cafc28bb98e2d6b68a2bb0/PyLBFGS-0.2.0.3-cp27-cp27mu-manylinux1_x86_64.whl",
	"Pygame": "https://pypi.python.org/packages/4c/91/531fa68e07c4a94a657177494688ef40c5a371a46e5ecb40c2175832d7ff/pygame-1.9.2b8-cp27-cp27mu-manylinux1_x86_64.whl",
	"RelStorage": "https://pypi.python.org/packages/3a/a2/a4741cf61a9b0f0eb0f7cf343822602afa13911a43934fee2838f2ee4309/RelStorage-2.0.0b8-cp27-cp27mu-manylinux1_x86_64.whl",
	"Shapely": "https://pypi.py

	######
	# Author: Marcello de Sales ([email protected])
	# Description: Create Create Environment Variables in EC2 Hosts from EC2 Host Tags
	#
	### Requirements:
	# * Install jq library (sudo apt-get install -y jq)
	# * Install the EC2 Instance Metadata Query Tool (http://aws.amazon.com/code/1825)
	#
	### Installation:
	# * Add the Policy EC2:DescribeTags to a User

	# Install
	# via http://askubuntu.com/questions/510056/how-to-install-google-chrome

	wget -q -O - https://dl-ssl.google.com/linux/linux_signing_key.pub \| sudo apt-key add -
	sudo sh -c 'echo "deb http://dl.google.com/linux/chrome/deb/ stable main" >> /etc/apt/sources.list.d/google-chrome.list'
	sudo apt-get update
	sudo apt-get install google-chrome-stable


	# Update