A model best tailored to be used within Google Cloud, and which cannot
be exported. Expected to have a higher latency, but should also have a
higher prediction quality than other cloud models.
CloudLowLatency1
A model best tailored to be used within Google Cloud, and which cannot
be exported. Expected to have a low latency, but may have lower
prediction quality than other cloud models.
MobileTfHighAccuracy1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) and
used on a mobile or edge device with TensorFlow 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) and
used on a mobile or edge device with TensorFlow 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) and
used on a mobile or edge device with TensorFlow 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 2025-03-25 UTC."],[[["This document outlines the `AutoMlImageObjectDetectionInputs.Types.ModelType` enum, used within the `Google.Cloud.AIPlatform.V1Beta1.Schema.TrainingJob.Definition` namespace, detailing the different types of models available."],["The enum includes `CloudHighAccuracy1` and `CloudLowLatency1` options, which are designed for use within Google Cloud and cannot be exported, with the former emphasizing accuracy and the latter latency."],["The `MobileTfHighAccuracy1`, `MobileTfLowLatency1`, and `MobileTfVersatile1` options are designed to be exported and used on mobile or edge devices with TensorFlow, offering trade-offs between latency, prediction quality, and versatility."],["The `Unspecified` field within the enum should not be utilized, as it is not intended for configuration."]]],[]]
