Rijul Gupta rijulg

Pytorch on docker on WSL on Windows

This setup is to make the development platform fairly consistent with what would be used to run the same exact system on a server, and more importantly allowing us to work with multiple versions of Pytorch and nvidia drivers seamlessly without having to change configuration on the host system.

There are a few too many layers of abstraction here, and even the explanation (Pytorch on docker on WSL on Windows) is technically an excerpt on the underlying complexities and abstractions of each of docker, WSL and Windows. Not to mention the missing NGC containers that are not part of the abbreviated explanation.

Motivation

This is a highly opinionated workflow that I have developed because I work on multiple different tech stacks at the same time which is largely enabled by docker. Since running docker on windows requires a virtualization backend, WSL is the natural choice for that. Developing within these containerized environments is usually done using VSCode devcontain

	import json
	import torch
	from typing import Dict
	from pathlib import Path


	def retry_me(max_retries):
	def decorator(func):
	def wrapper(args, *kwargs):
	last_err = None

	import builtins
	import sys

	class Packagify:
	"""
	Used to load python projects that aren't suitable to be used as packages
	You can use this class as following:

	```
	from packagify import Packagify

	#!/usr/bin/python

	import copy
	import torch
	import numpy as np

	torch.manual_seed(0)

	class Original(torch.nn.Module):

	import { isNetworkRequestInFlight } from 'apollo-client/core/networkStatus';

	/**
	* Hooking into the onBroadcast function to save the inFlight data point in the client state
	*/
	apolloClient.queryManager.onBroadcast = () => {
	const { queryManager: { queryStore: { store } } } = apolloClient;
	const queries = Object.values(store);
	// if we can find a way to escape early that will be better, but regular for loops don't sit well with eslint
	const inFlight = queries.reduce(

	<!DOCTYPE html>
	<html>

	<head>
	<meta charset="utf-8">
	<title>HTML5 Canvas Gamma Adjust</title>
	<meta name="og:title" content="HTML5 Canvas Gamma Adjust"/>
	<meta name="author" content="Rijul Gupta">
	<meta name="description" content="An implementation of Gamma filter in HTML5 Canvas"/>
	</head>

	-- --------------------------------------------------------------------.
	--
	-- Example VHDL Component Organization
	--
	-- Title : example
	-- :
	-- Library : work
	-- :
	-- Developers : Rijul Gupta ([email protected])
	-- :