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 2025-03-21 UTC."],[[["This page documents the `AutoMlImageClassificationInputs.Types.ModelType` enum, which is part of the `Google.Cloud.AIPlatform.V1Beta1` namespace, specifically within the `Schema.TrainingJob.Definition` sub-namespace."],["The `ModelType` enum defines different model types available within the Google Cloud AI Platform, each with distinct characteristics regarding their use and exportability."],["The `Cloud` model type is optimized for use within Google Cloud and cannot be exported, whereas the `MobileTf` variants (`HighAccuracy1`, `LowLatency1`, and `Versatile1`) are designed for mobile or edge devices and can be exported as TensorFlow or Core ML models."],["The `Unspecified` model type is included but must not be used for any purpose."]]],[]]
