Book Image

Modern Computer Architecture and Organization – Second Edition - Second Edition

By : Jim Ledin
Book Image

Modern Computer Architecture and Organization – Second Edition - Second Edition

By: Jim Ledin

Overview of this book

Are you a software developer, systems designer, or computer architecture student looking for a methodical introduction to digital device architectures, but are overwhelmed by the complexity of modern systems? This step-by-step guide will teach you how modern computer systems work with the help of practical examples and exercises. You’ll gain insights into the internal behavior of processors down to the circuit level and will understand how the hardware executes code developed in high-level languages. This book will teach you the fundamentals of computer systems including transistors, logic gates, sequential logic, and instruction pipelines. You will learn details of modern processor architectures and instruction sets including x86, x64, ARM, and RISC-V. You will see how to implement a RISC-V processor in a low-cost FPGA board and write a quantum computing program and run it on an actual quantum computer. This edition has been updated to cover the architecture and design principles underlying the important domains of cybersecurity, blockchain and bitcoin mining, and self-driving vehicles. By the end of this book, you will have a thorough understanding of modern processors and computer architecture and the future directions these technologies are likely to take.
Table of Contents (21 chapters)
18
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19
Index

Chapter 16: Self-Driving Vehicle Architectures

Exercise 1

If you do not already have Python installed on your computer, visit https://www.python.org/downloads/and install the current version. Ensure Python is in your search path by typing python –version at a system command prompt. You should receive a response similar to Python 3.10.3. Install TensorFlow (an open source platform for machine learning) with the command (also at the system command prompt) pip install tensorflow. You may need to use the Run as administrator option when opening the command prompt to get a successful installation. Install Matplotlib (a library for visualizing data) with the command pip install matplotlib.

Answer

The Windows batch file Ex__1_install_tensorflow.bat contains the commands to install TensorFlow and Matplotlib:

REM Ex__1_install_tensorflow.bat: Answer to Ch 16 Ex 1.
REM This batch file installs TensorFlow and Matplotlib in Windows.
REM Python must be installed (see https...