Building Simple Neural Net with PyTorch

Overview

Teaching: 35 min
Exercises: 15 min

Questions

• How do I create a (simple neural network) model utilizing PyTorch.

Objectives

• Process raw input data into PyTorch-specific formats.

• Model Architecture: Explain and implement model structures using both the nn.Sequential API and the more advanced object-Oriented (OO) nn.Module subclassing approach.

• Construct the workflow necessary to create a model using PyTorch (build, train, validate, save and deploy model).

Introduction

Key Points