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Learn the basics of working with Determined and how to port your existing code to the Determined environment.

Quickstart

To get started with your first experiment, visit the Quickstart for Model Developers.

Get Started with a Trial API

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Description

PyTorch MNIST Tutorial

Based on the PyTorch MNIST example, this tutorial shows you how to port a simple image classification model for the MNIST dataset.

PyTorch Porting Tutorial

The PyTorch porting tutorial provides helpful hints to successfully integrate PyTorch code with the Determined PyTorchTrial API.

TensorFlow Keras Fashion MNIST Tutorial

The TensorFlow Keras Fashion MNIST tutorial describes how to port a tf.keras model to Determined.

Want to Learn About a Specific Training API?

Training API Guides describe how to take your existing model code and train your model in Determined.

Looking for Examples?

Examples let you build off of an existing model that already runs on Determined. Visit our Examples to see if the model you’d like to train is already available.