Upate dockerfiles/README.md for usages of --gpus all
This PR updates dockerfiles/README.md for usages of `--gpus all`, as Docker version 19.03 changed. Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
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@ -41,9 +41,13 @@ more info.
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# CPU-based images
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$ docker run -u $(id -u):$(id -g) -v $(pwd):/my-devel -it tf
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# GPU-based images (set up nvidia-docker2 first)
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# GPU-based images,
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# 1) On Docker versions earlier than 19.03 (set up nvidia-docker2 first)
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$ docker run --runtime=nvidia -u $(id -u):$(id -g) -v $(pwd):/my-devel -it tf
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# 2) On Docker versions including and after 19.03 (with nvidia-container-toolkit)
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$ docker run --gpus all -u $(id -u):$(id -g) -v $(pwd):/my-devel -it tf
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# Images with Jupyter run on port 8888 and need a volume for your notebooks
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# You can change $(PWD) to the full path to a directory if your notebooks
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# live outside the current directory.
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