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Computer Vision Workload Example (Ray Train)

Workload Example

An example of distributed model training using Ray Train.

About this course

10 lessons
1 module
Tags
Workload ExamplesBeginnerModel TrainingWorkloadsLegacy Import
Level: Beginner
Image Classification Workloads
Computer Vision with Ray Train

Course Modules

0

Workload

In this Workload module, you’ll build an end-to-end computer-vision pipeline that loads and preprocesses a Food-101-Lite dataset slice, then trains a ResNet-18 image classifier. You’ll learn how to migrate the workflow from a single-node PyTorch setup to a fully distributed training job on an Anyscale cluster using Ray Train.

  • Introduction
  • Imports and Dataloading
  • Building he Dataloader and Preprocessing
+7 more lessons