Gradient Descent

Shield:

These images were originally published in the book “Deep Learning with PyTorch Step-by-Step: A Beginner’s Guide”.

They are also available at the book’s official repository: https://github.com/dvgodoy/PyTorchStepByStep.

Index

• Back
• Gradients
• Standardizing Features
  • Loss Surfaces
• Learning Rates
  • Small
  • Large
  • Very Large
• Paths

** CLICK ON THE IMAGES FOR FULL SIZE **

Gradients

Source: Chapter 0

Source: Chapter 0

Source: Chapter 0

Source: Chapter 0

Standardizing Features

Source: Chapter 0

Loss Surfaces

Source: Chapter 0

Source: Chapter 0

Learning Rates

Small

Source: Chapter 0

Large

Source: Chapter 0

Very Large

Source: Chapter 0

Paths

Source: Chapter 0

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