Add aml deployment packaging #1090
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jambayk
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jambayk
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jambayk
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## Describe your changes Add aml deployment packaging. AzureMLDeployment packaging will [package](https://learn.microsoft.com/en-us/azure/machine-learning/how-to-package-models?view=azureml-api-2&tabs=sdk) ranked No. 1 model across all output models to Azure ML workspace, and create an endpoint for it if the endpoint doesn't exist, then deploy the output model to this endpoint. ## Checklist before requesting a review - [ ] Add unit tests for this change. - [ ] Make sure all tests can pass. - [ ] Update documents if necessary. - [ ] Lint and apply fixes to your code by running `lintrunner -a` - [ ] Is this a user-facing change? If yes, give a description of this change to be included in the release notes. - [ ] Is this PR including examples changes? If yes, please remember to update [example documentation](https://github.com/microsoft/Olive/blob/main/docs/source/examples.md) in a follow-up PR. ## (Optional) Issue link
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Describe your changes
Add aml deployment packaging. AzureMLDeployment packaging will package ranked No. 1 model across all output models to Azure ML workspace, and create an endpoint for it if the endpoint doesn't exist, then deploy the output model to this endpoint.
Checklist before requesting a review
lintrunner -a(Optional) Issue link