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another approach to use spot instance for persistent training in AWS #89

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xiuliren opened this issue May 5, 2016 · 1 comment

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xiuliren commented May 5, 2016 •

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create a spot fleet or persistent request, it is a kind of persistent spot instance managed by AWS. define the training command by user_data of the spot instance.
read all the data and configuration files in S3, save network to S3. This can be implemented using boto3 and remove the complex dependency of starcluster.
whenever there is an update of saved network file, plot the learning curve online using Plotly.

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xiuliren added the enhancement label

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xiuliren commented May 13, 2016

created a pull request to implement this feature:
#94
need some more tests.

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