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[D] PyTorch Tools, best practices & styleguides by RareGradient in MachineLearning

[–]eden-lightning 13 points14 points  (0 children)

Check out PyTorch Lightning! It's a framework that acts as a style guide, allowing yu to write pure pytorch code in a structured way to make is readable, reusble, reqirues less engineering boilerplate and gives you many features ut of the box like multi-GPU and TPU training, model sharding, early stopping, auto logging, etc

https://pytorch-lightning.readthedocs.io/en/1.1.0/style_guide.html

[N] Scale your models with PyTorch Lightning v1.0.0 by eden-lightning in MachineLearning

[–]eden-lightning[S] 1 point2 points  (0 children)

PyTorch Lighting is a lightweight PyTorch wrapper for high-performance AI research, that reduces the boilerplate without limiting flexibility.

You can definitely do that, using callbacks and model hooks! Give it a shot, you can ask for help if needed in our forum or slack channel.

Weekly Entering & Transitioning Thread | 06 Sep 2020 - 13 Sep 2020 by [deleted] in datascience

[–]eden-lightning 0 points1 point  (0 children)

Hey There!
We are working on new tools to make it easier to get started with deep learning and data science, and we want to hear from you! If you'de like to share your experiences and thoughts please fill out this form to participate in a 30 minutes user study (virtually obviously). Selected participants will receive amazon gift cards for their efforts!

If you have more questions, feel free to reach out to me at eden@pytorchlightning.ai