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README.md

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# Get ML Stuff Running, Using Docker – A Friendly Tutorial for Artist and Designers
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Article by [@b-g](https://github.com/b-g) Benedikt Groß. Cover image: [OpenMoji](https://openmoji.org/), CC BY-SA 4.0.
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By [@b-g](https://github.com/b-g) Benedikt Groß
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We find ourselves in an exciting technological moment. In the last few years, it seems magic started to happen in Artificial Intelligence “AI”. After a long AI winter, machine learning “ML” methods and techniques started to work.
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* [4. Strategies for finding the requirements 🤯](#4-strategies-for-finding-the-requirements-)
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* [5. Acknowledgments 🙏](#5-acknowledgments-)
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- All available docker containers published by Nvidia can be found here: https://hub.docker.com/r/nvidia/cuda/
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- Google error message in combination with specfic tensorflow / cuda versions e.g. `FROM nvidia/cuda:10.0-cudnn7-runtime-ubuntu18.04` and then running the demo gave me `ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory`. After reading a few posts it turned out that this is a typical error which can be avoided using cuda 9.0.
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- If there is a requirements state e.g. tensorflow-gpu==1.7.0 but you still have problems e.g. `E tensorflow/stream_executor/cuda/cuda_dnn.cc:396] Loaded runtime CuDNN library: 7603 (compatibility version 7600) but source was compiled with 7005 (compatibility version 7000)` . Try to gently bump up or down the version. In the case of DeppFill using tensorflow-gpu==1.8.0 solved the issue.
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## 5. Acknowledgments 🙏
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- Article section around how to install Docker is based on the [Install nvidia-docker](https://github.com/opendatacam/opendatacam/blob/master/documentation/nvidia-docker/INSTALL_NVIDIADOCKER.md) guide from the [OpenDataCam](https://github.com/opendatacam/opendatacam) project
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- Cover image based on [OpenMojis](https://openmoji.org/) – the open-source emoji and icon project. License: CC BY-SA 4.0
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- DeepFill demo images are from the movie "Fast and Furious" (2019) ... and my silly experiments [Fast and the Furious without guys and cars](https://twitter.com/bndktgrs/status/1204425598510227463)
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