Tutorials¶
Table of Contents
We are currently developing tutorials demonstrating and teaching how to most effectively use Eisen. Our tutorials run on Google Colab http://colab.google.com/ which provides free GPUs for experimentation and quick testing of deep learning models and beyond. Google Colab notebooks are very similar to Jupyter notebooks.
We currently have a few tutorials showcasing Eisen.
Title |
URL |
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Minimal Example with Medical Segmentation Decathlon A simplified example of Eisen on a real-life use case |
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Volumetric Segmentation Medical Segmentation Decathlon An example of Eisen on a real-life use case |
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MNIST classification using torchvision components with Eisen Showcasing the capability of Eisen to work with other software |
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MNIST classification using torchvision and Eisen with automatic mixed precision (AMP) via NVIDIA Apex for PyTorch |
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Demonstration of the Eisen TensorboardSummaryHook which exports workflow data (inputs, outputs, metrics and losses) to tensorboard |
More tutorials and examples will be published soon.
