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You're reading from  Deep Learning with PyTorch Lightning

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Published inApr 2022
Reading LevelBeginner
PublisherPackt
ISBN-139781800561618
Edition1st Edition
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Kunal Sawarkar
Kunal Sawarkar
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Kunal Sawarkar

Kunal Sawarkar is a chief data scientist and AI thought leader. He leads the worldwide partner ecosystem in building innovative AI products. He also serves as an advisory board member and an angel investor. He holds a master's degree from Harvard University with major coursework in applied statistics. He has been applying machine learning to solve previously unsolved problems in industry and society, with a special focus on deep learning and self-supervised learning. Kunal has led various AI product R&D labs and has 20+ patents and papers published in this field. When not diving into data, he loves doing rock climbing and learning to fly aircraft, in addition to an insatiable curiosity for astronomy and wildlife.
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Further reading

We have mentioned some key tips and tricks that we have found useful for common troubleshooting. You can always refer to the Speed up model training documentation for more details on how to speed up training or on other topics. Here is a link to the documentation: https://pytorch-lightning.readthedocs.io/en/latest/guides/speed.html.

We have described how PyTorch Lightning supports the TensorBoard logging framework by default. Here is a link to the TensorBoard website: https://www.tensorflow.org/tensorboard.

Additionally, PyTorch Lightning supports CometLogger, CSVLogger, MLflowLogger, and other logging frameworks. You can refer to the Logging documentation for details of how those other logger types can be enabled. Here is a link to the documentation: https://pytorch-lightning.readthedocs.io/en/stable/extensions/logging.html.

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Deep Learning with PyTorch Lightning
Published in: Apr 2022Publisher: PacktISBN-13: 9781800561618

Author (1)

author image
Kunal Sawarkar

Kunal Sawarkar is a chief data scientist and AI thought leader. He leads the worldwide partner ecosystem in building innovative AI products. He also serves as an advisory board member and an angel investor. He holds a master's degree from Harvard University with major coursework in applied statistics. He has been applying machine learning to solve previously unsolved problems in industry and society, with a special focus on deep learning and self-supervised learning. Kunal has led various AI product R&D labs and has 20+ patents and papers published in this field. When not diving into data, he loves doing rock climbing and learning to fly aircraft, in addition to an insatiable curiosity for astronomy and wildlife.
Read more about Kunal Sawarkar