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深層学習ライブラリの環境問題Chainer Meetup2016 07-02
The document summarizes a meetup discussing deep learning and Docker. It covered Yuta Kashino introducing BakFoo and his background in astrophysics and Python. The meetup discussed recent advances in AI like AlphaGo, generative adversarial networks, and neural style transfer. It provided an overview of Chainer and arXiv papers. The meetup demonstrated Chainer 1.3, NVIDIA drivers, and Docker for deep learning. It showed running a TensorFlow tutorial using nvidia-docker and provided Dockerfile examples and links to resources.
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深層学習ライブラリの環境問題Chainer Meetup2016 07-02
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- 2. Yuta Kashino • BakFoo,Inc. CEO • Astro Physics /Observational Cosmology • Zope / Python • Realtime Data Platform for Enterprise
- 3. • • Docker /nvidia-docker •
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- 15. • chainer1.3 1.10.0 •NVIDIA Driver / CUDA / DL … • (chainer trainer ) • DL
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- 20. Docker • https://github.com/bakfoo/dl-docker/ blob/master/Dockerfile.cgpu • Dockerfile dockerbuild -t bakfoo/dl-docker:cgpu -f Dockerfile.cgpu .
- 21. Docker nvidia-docker run -it-p 8888:8888 -p 6006:6006 -v ~/sandbox:/root/sandbox bakfoo/dl-docker:cgpu bash
- 22. Demo • TensorFlow Wide& Deep Learning Tutorial
- 23. • nvidia-docker • • arXiv • •Dockerfile
- 24. • Docker • DL Docker •GPU Docker Hub pull …
- 25. • 3 /3 •Chainer MU: → • …
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- 27. Resources • DarkForest: https://github.com/facebookresearch/darkforestGo •Neural-style: https://github.com/jcjohnson/neural-style • GAN DRAW: Deep Learning http://www.slideshare.net/ beam2d/learning-generator • arXiv: http://arxiv.org/list/stat.ML/recent • chainer trainer: https://github.com/pfnet/chainer/tree/trainer2 • Docker introduction: http://www.slideshare.net/dotCloud/docker-intro-november • nvidia-docker: https://github.com/NVIDIA/nvidia-docker • dl-docker: https://github.com/saiprashanths/dl-docker • TensorFlow Wide & Deep Learning Tutorial: https://www.tensorflow.org/versions/ r0.9/tutorials/wide_and_deep/index.html
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