A Model best tailored to be used within Google Cloud, and which cannot
be exported.
Default.
MobileTfHighAccuracy1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow
or Core ML model and used on a mobile or edge device afterwards.
Expected to have a higher latency, but should also have a higher
prediction quality than other mobile models.
MobileTfLowLatency1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow
or Core ML model and used on a mobile or edge device afterwards.
Expected to have low latency, but may have lower prediction
quality than other mobile models.
MobileTfVersatile1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow
or Core ML model and used on a mobile or edge device with afterwards.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThis page documents the \u003ccode\u003eAutoMlImageClassificationInputs.Types.ModelType\u003c/code\u003e enum, which is part of the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1\u003c/code\u003e namespace, specifically within the \u003ccode\u003eSchema.TrainingJob.Definition\u003c/code\u003e sub-namespace.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eModelType\u003c/code\u003e enum defines different model types available within the Google Cloud AI Platform, each with distinct characteristics regarding their use and exportability.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eCloud\u003c/code\u003e model type is optimized for use within Google Cloud and cannot be exported, whereas the \u003ccode\u003eMobileTf\u003c/code\u003e variants (\u003ccode\u003eHighAccuracy1\u003c/code\u003e, \u003ccode\u003eLowLatency1\u003c/code\u003e, and \u003ccode\u003eVersatile1\u003c/code\u003e) are designed for mobile or edge devices and can be exported as TensorFlow or Core ML models.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eUnspecified\u003c/code\u003e model type is included but must not be used for any purpose.\u003c/p\u003e\n"]]],[],null,[]]
