Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

TorchStudio - Deep Learning Toolkit

Prodramp via YouTube

Overview

Explore a comprehensive 29-minute hands-on video tutorial that provides a quick and complete walkthrough of TorchStudio, a powerful deep learning toolkit for the PyTorch ecosystem. Learn how to access and ingest datasets, train, validate, and compare models using this versatile tool. Discover TorchStudio's features, including dataset handling, model creation, hyperparameter tuning, and training dashboard visualization. Follow along as the tutorial covers installation, working with MNIST and audio datasets, transforming data, creating custom models, and analyzing training metrics. Ideal for both beginners and experienced practitioners in the PyTorch deep learning ecosystem, this tutorial offers valuable insights into streamlining your deep learning workflow with TorchStudio.

Syllabus

- Video Starts
- TorchStudio Installation
- Features
- Datasets
- Loading MNIST
- Train and Valid Dataset
- Transforming Datasets
- Torch Audio Datasets
- Models in Torch Studio
- Hyper-parameters and Training
- Editing Pre-training Model
- Custom Model Training
- Training & Metrics Dashboard

Taught by

Prodramp

Reviews

Start your review of TorchStudio - Deep Learning Toolkit

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.