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Cloud AI Platform Migration Guide
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Cloud AI Platform is deprecated and access will be discontinued January 31 2025.
The easiest way to migrate is to following Vertex AI's
migration page in the Cloud Console.
Otherwise you can manually migrate with the following steps.
Manual Migration
- Re-upload your Cloud AI Platform model to Vertex AI. Be careful to ensure
that the uploaded model is using the same ML library when choosing the
container image to use otherwise the model may not successfully deploy at a
later step.
- Create a new Vertex AI endpoint for your hosted model.
- Deploy your uploaded model to the new Vertex AI endpoint.
- Update any references from
ee.Model.fromAiPlatformPredictor to
ee.Model.fromVertexAi in all of your code using Earth Engine and in the
endpoint field use the new endpoint name that you created in step 2.
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Last updated 2025-01-08 UTC.
[null,null,["Last updated 2025-01-08 UTC."],[[["\u003cp\u003eCloud AI Platform will be discontinued on January 31, 2025.\u003c/p\u003e\n"],["\u003cp\u003eMigration to Vertex AI is recommended and can be done through the migration page in the Cloud Console.\u003c/p\u003e\n"],["\u003cp\u003eManual migration involves re-uploading your model to Vertex AI, creating a new endpoint, and deploying the model.\u003c/p\u003e\n"],["\u003cp\u003eUpdate all references in your code from \u003ccode\u003eee.Model.fromAiPlatformPredictor\u003c/code\u003e to \u003ccode\u003eee.Model.fromVertexAi\u003c/code\u003e, using the new endpoint name.\u003c/p\u003e\n"],["\u003cp\u003eConsider using a gRPC prediction format when re-deploying your model to Vertex AI.\u003c/p\u003e\n"]]],[],null,["# Cloud AI Platform Migration Guide\n\nCloud AI Platform is deprecated and access will be discontinued January 31 2025.\nThe easiest way to migrate is to following Vertex AI's\n[migration page in the Cloud Console](https://console.cloud.google.com/vertex-ai/migrate).\n\nOtherwise you can manually migrate with the following steps.\n\nManual Migration\n----------------\n\n1. Re-upload your Cloud AI Platform model to Vertex AI. Be careful to ensure that the uploaded model is using the same ML library when choosing the container image to use otherwise the model may not successfully deploy at a later step.\n2. Create a new Vertex AI endpoint for your hosted model.\n3. Deploy your uploaded model to the new Vertex AI endpoint.\n4. Update any references from `ee.Model.fromAiPlatformPredictor` to `ee.Model.fromVertexAi` in all of your code using Earth Engine and in the `endpoint` field use the new endpoint name that you created in step 2.\n\n| **Tip:** When re-deploying your model to Vertex AI consider using a [gRPC prediction format](https://developers.google.com/earth-engine/guides/ee-vertex-payload-formats#grpc_prediction_payloads)."]]