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 details the `AutoMlImageClassificationInputs.Types.ModelType` enum, which is part of the Google Cloud AI Platform's .NET client library, within the `Google.Cloud.AIPlatform.V1.Schema.TrainingJob.Definition` namespace."],["The latest version of this specific component in the documentation is 3.22.0, and there is documentation spanning all the way back to version 1.0.0, allowing users to check how it changed through different versions."],["The `ModelType` enum defines five possible values: `Cloud`, `MobileTfHighAccuracy1`, `MobileTfLowLatency1`, `MobileTfVersatile1`, and `Unspecified`, each representing different model types with varying capabilities for cloud or mobile/edge device usage."],["The `Cloud` model type is designed for exclusive use within Google Cloud, whereas the other three, `MobileTfHighAccuracy1`, `MobileTfLowLatency1`, and `MobileTfVersatile1`, are exportable for use on mobile or edge devices, with each focusing on a tradeoff of latency and prediction quality."]]],[]]
