Package com.pulumi.azurenative.machinelearningservices.outputs

Class ImageModelSettingsObjectDetectionResponse.Builder

java.lang.Object

com.pulumi.azurenative.machinelearningservices.outputs.ImageModelSettingsObjectDetectionResponse.Builder

Enclosing class:

ImageModelSettingsObjectDetectionResponse

public static final class ImageModelSettingsObjectDetectionResponse.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(ImageModelSettingsObjectDetectionResponse defaults)

Method Summary

Modifier and Type	Method	Description
ImageModelSettingsObjectDetectionResponse.Builder	advancedSettings(java.lang.String advancedSettings)
ImageModelSettingsObjectDetectionResponse.Builder	amsGradient(java.lang.Boolean amsGradient)
ImageModelSettingsObjectDetectionResponse.Builder	augmentations(java.lang.String augmentations)
ImageModelSettingsObjectDetectionResponse.Builder	beta1(java.lang.Double beta1)
ImageModelSettingsObjectDetectionResponse.Builder	beta2(java.lang.Double beta2)
ImageModelSettingsObjectDetectionResponse.Builder	boxDetectionsPerImage(java.lang.Integer boxDetectionsPerImage)
ImageModelSettingsObjectDetectionResponse.Builder	boxScoreThreshold(java.lang.Double boxScoreThreshold)
ImageModelSettingsObjectDetectionResponse	build()
ImageModelSettingsObjectDetectionResponse.Builder	checkpointFrequency(java.lang.Integer checkpointFrequency)
ImageModelSettingsObjectDetectionResponse.Builder	checkpointModel(MLFlowModelJobInputResponse checkpointModel)
ImageModelSettingsObjectDetectionResponse.Builder	checkpointRunId(java.lang.String checkpointRunId)
ImageModelSettingsObjectDetectionResponse.Builder	distributed(java.lang.Boolean distributed)
ImageModelSettingsObjectDetectionResponse.Builder	earlyStopping(java.lang.Boolean earlyStopping)
ImageModelSettingsObjectDetectionResponse.Builder	earlyStoppingDelay(java.lang.Integer earlyStoppingDelay)
ImageModelSettingsObjectDetectionResponse.Builder	earlyStoppingPatience(java.lang.Integer earlyStoppingPatience)
ImageModelSettingsObjectDetectionResponse.Builder	enableOnnxNormalization(java.lang.Boolean enableOnnxNormalization)
ImageModelSettingsObjectDetectionResponse.Builder	evaluationFrequency(java.lang.Integer evaluationFrequency)
ImageModelSettingsObjectDetectionResponse.Builder	gradientAccumulationStep(java.lang.Integer gradientAccumulationStep)
ImageModelSettingsObjectDetectionResponse.Builder	imageSize(java.lang.Integer imageSize)
ImageModelSettingsObjectDetectionResponse.Builder	layersToFreeze(java.lang.Integer layersToFreeze)
ImageModelSettingsObjectDetectionResponse.Builder	learningRate(java.lang.Double learningRate)
ImageModelSettingsObjectDetectionResponse.Builder	learningRateScheduler(java.lang.String learningRateScheduler)
ImageModelSettingsObjectDetectionResponse.Builder	maxSize(java.lang.Integer maxSize)
ImageModelSettingsObjectDetectionResponse.Builder	minSize(java.lang.Integer minSize)
ImageModelSettingsObjectDetectionResponse.Builder	modelName(java.lang.String modelName)
ImageModelSettingsObjectDetectionResponse.Builder	modelSize(java.lang.String modelSize)
ImageModelSettingsObjectDetectionResponse.Builder	momentum(java.lang.Double momentum)
ImageModelSettingsObjectDetectionResponse.Builder	multiScale(java.lang.Boolean multiScale)
ImageModelSettingsObjectDetectionResponse.Builder	nesterov(java.lang.Boolean nesterov)
ImageModelSettingsObjectDetectionResponse.Builder	nmsIouThreshold(java.lang.Double nmsIouThreshold)
ImageModelSettingsObjectDetectionResponse.Builder	numberOfEpochs(java.lang.Integer numberOfEpochs)
ImageModelSettingsObjectDetectionResponse.Builder	numberOfWorkers(java.lang.Integer numberOfWorkers)
ImageModelSettingsObjectDetectionResponse.Builder	optimizer(java.lang.String optimizer)
ImageModelSettingsObjectDetectionResponse.Builder	randomSeed(java.lang.Integer randomSeed)
ImageModelSettingsObjectDetectionResponse.Builder	stepLRGamma(java.lang.Double stepLRGamma)
ImageModelSettingsObjectDetectionResponse.Builder	stepLRStepSize(java.lang.Integer stepLRStepSize)
ImageModelSettingsObjectDetectionResponse.Builder	tileGridSize(java.lang.String tileGridSize)
ImageModelSettingsObjectDetectionResponse.Builder	tileOverlapRatio(java.lang.Double tileOverlapRatio)
ImageModelSettingsObjectDetectionResponse.Builder	tilePredictionsNmsThreshold(java.lang.Double tilePredictionsNmsThreshold)
ImageModelSettingsObjectDetectionResponse.Builder	trainingBatchSize(java.lang.Integer trainingBatchSize)
ImageModelSettingsObjectDetectionResponse.Builder	validationBatchSize(java.lang.Integer validationBatchSize)
ImageModelSettingsObjectDetectionResponse.Builder	validationIouThreshold(java.lang.Double validationIouThreshold)
ImageModelSettingsObjectDetectionResponse.Builder	validationMetricType(java.lang.String validationMetricType)
ImageModelSettingsObjectDetectionResponse.Builder	warmupCosineLRCycles(java.lang.Double warmupCosineLRCycles)
ImageModelSettingsObjectDetectionResponse.Builder	warmupCosineLRWarmupEpochs(java.lang.Integer warmupCosineLRWarmupEpochs)
ImageModelSettingsObjectDetectionResponse.Builder	weightDecay(java.lang.Double weightDecay)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Builder

public Builder()

Builder

public Builder(ImageModelSettingsObjectDetectionResponse defaults)

Method Detail

advancedSettings

public ImageModelSettingsObjectDetectionResponse.Builder advancedSettings(@Nullable
                                                                          java.lang.String advancedSettings)

amsGradient

public ImageModelSettingsObjectDetectionResponse.Builder amsGradient(@Nullable
                                                                     java.lang.Boolean amsGradient)

augmentations

public ImageModelSettingsObjectDetectionResponse.Builder augmentations(@Nullable
                                                                       java.lang.String augmentations)

beta1

public ImageModelSettingsObjectDetectionResponse.Builder beta1(@Nullable
                                                               java.lang.Double beta1)

beta2

public ImageModelSettingsObjectDetectionResponse.Builder beta2(@Nullable
                                                               java.lang.Double beta2)

boxDetectionsPerImage

public ImageModelSettingsObjectDetectionResponse.Builder boxDetectionsPerImage(@Nullable
                                                                               java.lang.Integer boxDetectionsPerImage)

boxScoreThreshold

public ImageModelSettingsObjectDetectionResponse.Builder boxScoreThreshold(@Nullable
                                                                           java.lang.Double boxScoreThreshold)

checkpointFrequency

public ImageModelSettingsObjectDetectionResponse.Builder checkpointFrequency(@Nullable
                                                                             java.lang.Integer checkpointFrequency)

checkpointModel

public ImageModelSettingsObjectDetectionResponse.Builder checkpointModel(@Nullable
                                                                         MLFlowModelJobInputResponse checkpointModel)

checkpointRunId

public ImageModelSettingsObjectDetectionResponse.Builder checkpointRunId(@Nullable
                                                                         java.lang.String checkpointRunId)

distributed

public ImageModelSettingsObjectDetectionResponse.Builder distributed(@Nullable
                                                                     java.lang.Boolean distributed)

earlyStopping

public ImageModelSettingsObjectDetectionResponse.Builder earlyStopping(@Nullable
                                                                       java.lang.Boolean earlyStopping)

earlyStoppingDelay

public ImageModelSettingsObjectDetectionResponse.Builder earlyStoppingDelay(@Nullable
                                                                            java.lang.Integer earlyStoppingDelay)

earlyStoppingPatience

public ImageModelSettingsObjectDetectionResponse.Builder earlyStoppingPatience(@Nullable
                                                                               java.lang.Integer earlyStoppingPatience)

enableOnnxNormalization

public ImageModelSettingsObjectDetectionResponse.Builder enableOnnxNormalization(@Nullable
                                                                                 java.lang.Boolean enableOnnxNormalization)

evaluationFrequency

public ImageModelSettingsObjectDetectionResponse.Builder evaluationFrequency(@Nullable
                                                                             java.lang.Integer evaluationFrequency)

gradientAccumulationStep

public ImageModelSettingsObjectDetectionResponse.Builder gradientAccumulationStep(@Nullable
                                                                                  java.lang.Integer gradientAccumulationStep)

imageSize

public ImageModelSettingsObjectDetectionResponse.Builder imageSize(@Nullable
                                                                   java.lang.Integer imageSize)

layersToFreeze

public ImageModelSettingsObjectDetectionResponse.Builder layersToFreeze(@Nullable
                                                                        java.lang.Integer layersToFreeze)

learningRate

public ImageModelSettingsObjectDetectionResponse.Builder learningRate(@Nullable
                                                                      java.lang.Double learningRate)

learningRateScheduler

public ImageModelSettingsObjectDetectionResponse.Builder learningRateScheduler(@Nullable
                                                                               java.lang.String learningRateScheduler)

maxSize

public ImageModelSettingsObjectDetectionResponse.Builder maxSize(@Nullable
                                                                 java.lang.Integer maxSize)

minSize

public ImageModelSettingsObjectDetectionResponse.Builder minSize(@Nullable
                                                                 java.lang.Integer minSize)

modelName

public ImageModelSettingsObjectDetectionResponse.Builder modelName(@Nullable
                                                                   java.lang.String modelName)

modelSize

public ImageModelSettingsObjectDetectionResponse.Builder modelSize(@Nullable
                                                                   java.lang.String modelSize)

momentum

public ImageModelSettingsObjectDetectionResponse.Builder momentum(@Nullable
                                                                  java.lang.Double momentum)

multiScale

public ImageModelSettingsObjectDetectionResponse.Builder multiScale(@Nullable
                                                                    java.lang.Boolean multiScale)

nesterov

public ImageModelSettingsObjectDetectionResponse.Builder nesterov(@Nullable
                                                                  java.lang.Boolean nesterov)

nmsIouThreshold

public ImageModelSettingsObjectDetectionResponse.Builder nmsIouThreshold(@Nullable
                                                                         java.lang.Double nmsIouThreshold)

numberOfEpochs

public ImageModelSettingsObjectDetectionResponse.Builder numberOfEpochs(@Nullable
                                                                        java.lang.Integer numberOfEpochs)

numberOfWorkers

public ImageModelSettingsObjectDetectionResponse.Builder numberOfWorkers(@Nullable
                                                                         java.lang.Integer numberOfWorkers)

optimizer

public ImageModelSettingsObjectDetectionResponse.Builder optimizer(@Nullable
                                                                   java.lang.String optimizer)

randomSeed

public ImageModelSettingsObjectDetectionResponse.Builder randomSeed(@Nullable
                                                                    java.lang.Integer randomSeed)

stepLRGamma

public ImageModelSettingsObjectDetectionResponse.Builder stepLRGamma(@Nullable
                                                                     java.lang.Double stepLRGamma)

stepLRStepSize

public ImageModelSettingsObjectDetectionResponse.Builder stepLRStepSize(@Nullable
                                                                        java.lang.Integer stepLRStepSize)

tileGridSize

public ImageModelSettingsObjectDetectionResponse.Builder tileGridSize(@Nullable
                                                                      java.lang.String tileGridSize)

tileOverlapRatio

public ImageModelSettingsObjectDetectionResponse.Builder tileOverlapRatio(@Nullable
                                                                          java.lang.Double tileOverlapRatio)

tilePredictionsNmsThreshold

public ImageModelSettingsObjectDetectionResponse.Builder tilePredictionsNmsThreshold(@Nullable
                                                                                     java.lang.Double tilePredictionsNmsThreshold)

trainingBatchSize

public ImageModelSettingsObjectDetectionResponse.Builder trainingBatchSize(@Nullable
                                                                           java.lang.Integer trainingBatchSize)

validationBatchSize

public ImageModelSettingsObjectDetectionResponse.Builder validationBatchSize(@Nullable
                                                                             java.lang.Integer validationBatchSize)

validationIouThreshold

public ImageModelSettingsObjectDetectionResponse.Builder validationIouThreshold(@Nullable
                                                                                java.lang.Double validationIouThreshold)

validationMetricType

public ImageModelSettingsObjectDetectionResponse.Builder validationMetricType(@Nullable
                                                                              java.lang.String validationMetricType)

warmupCosineLRCycles

public ImageModelSettingsObjectDetectionResponse.Builder warmupCosineLRCycles(@Nullable
                                                                              java.lang.Double warmupCosineLRCycles)

warmupCosineLRWarmupEpochs

public ImageModelSettingsObjectDetectionResponse.Builder warmupCosineLRWarmupEpochs(@Nullable
                                                                                    java.lang.Integer warmupCosineLRWarmupEpochs)

weightDecay

public ImageModelSettingsObjectDetectionResponse.Builder weightDecay(@Nullable
                                                                     java.lang.Double weightDecay)

build

public ImageModelSettingsObjectDetectionResponse build()