SGD, Adam, and AdamW in PyTorch (Optimizers in Code)
Every optimizer in PyTorch is about two lines. Here is how to wire them up, and when to use each.
Part 04 of the MLPath Deep Learning series: clear, visual explanations of how neural networks really work, each paired with a runnable PyTorch walkthrough.
Chapters:
0:00 Intro
0:31 Sched
0:41 Loop
1:03 What's next
What you'll learn:
Creating SGD, Adam, and AdamW
Setting learning rate and weight decay
Adding a learning rate schedule
Full Deep Learning playlist: • Neural Networks, Visually Explained
#MachineLearning #DeepLearning #Optimizers #AI #PyTorch