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Added new production guide for Amazon SageMaker #226

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merged 43 commits into from Feb 22, 2019

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mattmcclean
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Have added a new production deployment guide to deploy a trained fast.ai model on Amazon SageMaker using the model hosting feature.

@jph00 jph00 merged commit c1e70f9 into fastai:master Feb 22, 2019
rforgione pushed a commit to rforgione/course-v3 that referenced this pull request Feb 26, 2019
* modified sagemaker docs to use CFN template with lifecycle config instead of manual steps

* modified alt tags

* added tab to img

* added tab to img

* added another number

* indended table correctly

* changed imgs path for sagemaker screenshots

* rolled back sagemaker docs

* added sagemaker create and start scripts

* updated update sagemaker docs page

* removed note about not saving models or data

* merged

* modified docs to create LC and IAM role with CFN

* updated cfn filename

* changed cfn stack name

* updated sagemaker scripts

* fixed bug in the sagemaker create script

* updated sagemaker scripts to install jupyter nbextensions

* start script now kills jupyter notebook server rather than server reboot

* changed order of start scripts

* updated to install stable pytorch

* added fix to setup fastai kernel correctly

* fixed merge comments

* added SageMaker production deployment guide
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3 participants