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Spark in me

17 Jul 2018, 11:51

Open in Telegram Share Report

Colab SeedBank

- TF is everywhere (naturally) - but at least they use keras
- On the other hand - all of the files are (at least now) downloadable via .ipynb or .py
- So - it may be a good place to look for boilerplate code

Also interesting facts, that are not mentioned openly
- Looks like they use Tesla K80s, which practically are 2.5-3x slower than 1080Ti
(https://medium.com/initialized-capital/benchmarking-tensorflow-performance-and-cost-across-different-gpu-options-69bd85fe5d58)
- Full screen notebook format is clearly inspired by Jupyter plugins
- Ofc there is a time limit for GPU scripts and GPU availability is not guaranteed (reported by people who used it)
- Personally - it looks a bit like slow instances from FloydHub - time limitations / slow GPU etc/etc

In a nutshell - perfect source of boilerplate code + playground for new people.

#deep_learning
Benchmarking Tensorflow Performance and Cost Across Different GPU Options
Machine learning practitioners— from students to professionals — understand the value of moving their work to GPUs . Without one, certain…

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