Walk with fastai
Introduction
Lesson 1
Classifying Cats and Dogs
What is the fastai API?
Custom Datasets with Kaggle
Lesson 2
Low-Level API with MNIST
Using Raw PyTorch
Lesson 3
Multi-Label Classification
Recognizing Unknown Images, or the Unknown Label Problem
Cross Validation and Ensembling
Lesson 4
Semantic Segmentation and the Unet
Other Pretrained Models
Lesson 5
Deploying with
fastai
Deploying without
fastai
Lesson 6
Lesson 6, Accelerate and Big Models
Accelerate, Three Powerful Sublibraries for PyTorch
Training Big Models
Lesson 7
fastcore
and
fastai
Introduction to
nbdev
Lesson 6, Accelerate and Big Models
Notebook sections
Accelerate
Training Big Models
Accelerate
Please go to
here
to view the presentation accociated with the below lecture:
Training Big Models
Please go to
here
to view the presentation accociated with the below lecture:
Accelerate, Three Powerful Sublibraries for PyTorch