PyTorch or TensorFlow?

Published: 12 September 2020
on channel: Aleksa Gordić - The AI Epiphany

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Should you pick PyTorch or TensorFlow?

You'll learn:
✔️ A brief history of both frameworks
✔️ How they compare in the research community
✔️ How they compare in shipping to production
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✅ TF vs PT papers: http://horace.io/pytorch-vs-tensorflow/
✅ Google Trends: https://trends.google.com/trends/
✅ TF GitHub: https://github.com/tensorflow/tensorflow
✅ PT GitHub: https://github.com/pytorch/pytorch
✅ OpenAI blog: https://openai.com/blog/openai-pytorch/
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⌚️ Timetable:
0:00 - Are there any other frameworks?
0:30 - Google Trends (PyTorch vs TensorFlow)
2:27 - Dimension 1: Ease of development & research
4:22 - Data-driven conclusions
5:55 - Dimension 2: Can we ship it?
7:12 - PyTorch is catching up?
7:45 - So what should I use?

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#pytorch #tensorflow #deeplearning

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