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e2a6610c2d Add an example use case for custom prediction routines. (#709)
* Add an example use case for custom prediction routines.

* Addressing some PR comments: reworded the readme in a few places, added a 'probe' command to build.py that sends a sample predict request, and pinned versions in requirements. Also fixed a bug where the artifacts_uri passed in during deployment on Vertex AI was not recognized as a directory.

* Autoformat code with black and fix a couple of typing errors.

* Addressing PR comments: Add deployment machine type to the config and add docstring to probe_prediction method.

* Update example to work with new LocalModel interface.

* Update example to work with new LocalModel interface.

Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
2022-07-21 12:42:31 -07:00

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* @vertex-ai-samples-contributors @GoogleCloudPlatform/cloudml-samples-owners
/tf_agents_bandits_movie_recommendation_with_kfp_and_vertex_sdk @yinghsienwu
/pytorch_text_classification_using_vertex_sdk_and_gcloud @RajeshThallam
/pytorch_text_classification_using_vertex_sdk_and_gcloud @RajeshThallam @ultrons
/sklearn_text_classification_from_script_using_vertex_sdk @maxhardt
/pluto_on_workbench @wkharold
/cpr-examples @samthrasher