Dynamic Loading - Weekly Check-in 9

sakshamarora
Published: 07/27/2020

End of Week 8  - 27/07/2020


What did you do this week?

Picking up from last week, I implemented dynamic loading of all the pre-trained torchvision models for image classification. This method creates the ``Model`` classes on the fly using type(), sys.modules and setattr() and loads the weights only for the model that is being used! I discussed with my mentor on more computer vision operations and examples that will be a great addition to DFFML. 

What is coming up next?

After having a discussion with my mentor, we decided that we will work on exposing the optimization and loss function options available in PyTorch and layer support for making custom neural networks in a separate pull request next!

Did you get stuck anywhere?

No, this week went by smoothly!


Thank you for reading!

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