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Motivation

This wiki documents how I optimise my Windows laptop for Machine Learning tasks without breaking it apart!

Introduction

In Fall 2021, I bought my Lenovo Legion Laptop, it comes with the following hardware/software features:

• Windows 10 Pro
• AMD Ryzen 7 5800H at clock speed 3.2 GHz and onboard Radeon Graphics
• 16 GB RAM
• Two SKHynix 954GB SSD
• Nvidia RTX 3060 with 12 GB Memory

Some other accessories I found useful:

• A thin wireless mouse - Light weight and rechargeable
• SanDisk 512GB Ultra Fit USB 3.1 Flash Drive - This compensate the need to store semi-permanent draft data w/o hurting the SSD. I will explain further in this page.

Remark. We can check on hardware specs in Windows by the following two ways.

• System Information
• Task Manager Also shows performance
• Device Manager Allow options to be executed