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tutorials_covalent_mlops_2022's Introduction

MLOps 2022 Covalent demo

 

Repository contains two examples of how covalent can be used to run your workflows:

  1. sample_workflow.ipynb:

    • Contains a very simple workflow of adding and multiplying large numbers with a dependency graph and executing these different functions on different hardware backends.

  2. pytorch_workflow.ipynb:

    • Contains a slightly modified version of image classification tutorial by Pytorch and its execution on different backends.

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