MetalPerformanceShaders macOS 10.13 to 10.14 API Differences

../Frameworks/MPSCore.framework/Headers/MPSCoreTypes.h
Added MPSImageFeatureChannelFormatCount
../Frameworks/MPSCore.framework/Headers/MPSImage.h
Added -[MPSImageDescriptor copyWithZone:]
Added MPSImageBatchResourceSize()
Added MPSImageBatchIterate()
Added -[MPSImageAllocator imageBatchForCommandBuffer:imageDescriptor:kernel:count:]
Modified MPSImageDescriptor
Protocols
Fromnone
ToNSCopying

../Frameworks/MPSCore.framework/Headers/MPSKernelTypes.h
Added #def MPSKernelTypes_h
Added #def MPSFunctionConstantIndex
Added #def MPSBatchSizeIndex
Added #def MPSMaxTextures
Added MPSCustomKernelIndexDestIndex
Added MPSCustomKernelIndexSrc1Index
Added MPSCustomKernelIndexSrc2Index
Added MPSCustomKernelIndexSrc3Index
Added MPSCustomKernelIndexUserDataIndex
Added MPSCustomKernelIndex
Added MPSIntegerDivisionParams
Added MPSCustomKernelSourceInfo
Added MPSCustomKernelInfo
Added MPSImageType2d
Added MPSImageType2d_array
Added MPSImageTypeArray2d
Added MPSImageTypeArray2d_array
Added MPSImageType_ArrayMask
Added MPSImageType_BatchMask
Added MPSImageType_typeMask
Added MPSImageType_noAlpha
Added MPSImageType2d_noAlpha
Added MPSImageType2d_array_noAlpha
Added MPSImageTypeArray2d_noAlpha
Added MPSImageTypeArray2d_array_noAlpha
Added MPSImageType
Added MPSFunctionConstant
Added MPSFunctionConstantInMetal
Added MPSFunctionConstantNone
Added MPSFindIntegerDivisionParams()
Added MPSCustomKernelArgumentCount
Added MPSGetCustomKernelMaxBatchSize()
Added MPSGetCustomKernelBatchedDestinationIndex()
Added MPSGetCustomKernelBatchedSourceIndex()
Added MPSGetCustomKernelBroadcastSourceIndex()
../Frameworks/MPSCore.framework/Headers/MPSKeyedUnarchiver.h
Added +[MPSKeyedUnarchiver unarchivedObjectOfClasses:fromData:device:error:]
Added +[MPSKeyedUnarchiver unarchivedObjectOfClass:fromData:device:error:]
Added -[MPSKeyedUnarchiver initForReadingFromData:device:error:]
Modified +[MPSKeyedUnarchiver unarchiveObjectWithData:device:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -unarchivedObjectOfClass:fromData:device:error: instead

Modified +[MPSKeyedUnarchiver unarchiveTopLevelObjectWithData:device:error:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -unarchivedObjectOfClass:fromData:device:error: instead

Modified +[MPSKeyedUnarchiver unarchiveObjectWithFile:device:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -initForReadingFromData:device:error: instead

Modified -[MPSKeyedUnarchiver initWithDevice:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -initForReadingFromData:device:error: instead

Modified -[MPSKeyedUnarchiver initForReadingWithData:device:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -initForReadingFromData:device:error: instead

../Frameworks/MPSCore.framework/Headers/MPSState.h
Added MPSStateBatchResourceSize()
Modified MPSState.resource
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -resourceAtIndex:allocateMemory: instead

../Frameworks/MPSImage.framework/Headers/MPSImageConvolution.h
Added MPSImageLaplacianPyramid
Added MPSImageLaplacianPyramid.laplacianBias
Added MPSImageLaplacianPyramid.laplacianScale
Added MPSImageLaplacianPyramidSubtract
Added MPSImageLaplacianPyramidAdd
../Frameworks/MPSImage.framework/Headers/MPSImageCopy.h
Added -[MPSImageCopyToMatrix encodeBatchToCommandBuffer:sourceImages:destinationMatrix:]
Added MPSMatrixCopyToImage
Added MPSMatrixCopyToImage.sourceMatrixOrigin
Added MPSMatrixCopyToImage.sourceMatrixBatchIndex
Added MPSMatrixCopyToImage.dataLayout
Added -[MPSMatrixCopyToImage initWithDevice:dataLayout:]
Added -[MPSMatrixCopyToImage initWithCoder:device:]
Added -[MPSMatrixCopyToImage encodeToCommandBuffer:sourceMatrix:destinationImage:]
Added -[MPSMatrixCopyToImage encodeBatchToCommandBuffer:sourceMatrix:destinationImages:]
../Frameworks/MPSImage.framework/Headers/MPSImageHistogram.h
Added MPSImageNormalizedHistogram
Added MPSImageNormalizedHistogram.clipRectSource
Added MPSImageNormalizedHistogram.zeroHistogram
Added MPSImageNormalizedHistogram.histogramInfo
Added -[MPSImageNormalizedHistogram initWithDevice:histogramInfo:]
Added -[MPSImageNormalizedHistogram initWithCoder:device:]
Added -[MPSImageNormalizedHistogram encodeToCommandBuffer:sourceTexture:minmaxTexture:histogram:histogramOffset:]
Added -[MPSImageNormalizedHistogram histogramSizeForSourceFormat:]
../Frameworks/MPSMatrix.framework/Headers/MPSMatrixSoftMax.h
Added MPSMatrixSoftMaxGradient
Added MPSMatrixSoftMaxGradient.sourceRows
Added MPSMatrixSoftMaxGradient.sourceColumns
Added -[MPSMatrixSoftMaxGradient initWithDevice:]
Added -[MPSMatrixSoftMaxGradient encodeToCommandBuffer:gradientMatrix:forwardOutputMatrix:resultMatrix:]
Added -[MPSMatrixSoftMaxGradient initWithCoder:device:]
Added -[MPSMatrixSoftMaxGradient copyWithZone:device:]
Added MPSMatrixLogSoftMaxGradient
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNBatchNormalization.h
Added MPSCNNNormalizationMeanAndVarianceState
Added MPSCNNNormalizationMeanAndVarianceState.mean
Added MPSCNNNormalizationMeanAndVarianceState.variance
Added -[MPSCNNNormalizationMeanAndVarianceState initWithMean:variance:]
Added +[MPSCNNNormalizationMeanAndVarianceState temporaryStateWithCommandBuffer:numberOfFeatureChannels:]
Added -[MPSCNNBatchNormalizationDataSource updateMeanAndVarianceWithCommandBuffer:batchNormalizationState:]
Added -[MPSCNNBatchNormalizationDataSource updateMeanAndVarianceWithBatchNormalizationState:]
Added -[MPSCNNBatchNormalizationDataSource copyWithZone:device:]
Added -[MPSCNNBatchNormalization initWithDevice:dataSource:fusedNeuronDescriptor:]
Added -[MPSCNNBatchNormalization reloadGammaAndBetaFromDataSource]
Added -[MPSCNNBatchNormalization reloadMeanAndVarianceFromDataSource]
Added -[MPSCNNBatchNormalization reloadMeanAndVarianceWithCommandBuffer:meanAndVarianceState:]
Added -[MPSCNNBatchNormalizationGradient initWithDevice:fusedNeuronDescriptor:]
Added -[MPSCNNBatchNormalizationGradient initWithCoder:device:]
Added -[MPSCNNBatchNormalizationStatisticsGradient initWithDevice:fusedNeuronDescriptor:]
Added -[MPSCNNBatchNormalizationStatisticsGradient initWithCoder:device:]
Modified MPSCNNBatchNormalizationDataSource
Protocols
FromNSObject
ToNSCopying, NSObject

Modified -[MPSCNNBatchNormalization reloadDataSource:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -reloadGammaAndBetaFromDataSource and/or -relaodMeanAndVarianceFromDataSource instead.

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNConvolution.h
Removed -[MPSCNNConvolutionGradient reloadWeightsAndBiasesWithDataSource:]
Added MPSCNNWeightsQuantizationType
Added MPSCNNWeightsQuantizationTypeNone
Added MPSCNNWeightsQuantizationTypeLinear
Added MPSCNNWeightsQuantizationTypeLookupTable
Added -[MPSCNNConvolutionDataSource weightsQuantizationType]
Added -[MPSCNNConvolutionDataSource copyWithZone:device:]
Added MPSCNNConvolution.fusedNeuronDescriptor
Added -[MPSCNNConvolution initWithDevice:convolutionDescriptor:kernelWeights:biasTerms:flags:]
Added -[MPSCNNConvolution reloadWeightsAndBiasesFromDataSource]
Added MPSCNNConvolutionGradient.channelMultiplier
Added -[MPSCNNConvolutionGradient reloadWeightsAndBiasesFromDataSource]
Modified -[MPSCNNConvolutionDescriptor setNeuronType:parameterA:parameterB:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedset fusedNeuronDescriptor property instead

Modified -[MPSCNNConvolutionDescriptor neuronType]
AvailabilityReplacement
FromAvailablenone
ToDeprecateduse fusedNeuronDescriptor property instead

Modified -[MPSCNNConvolutionDescriptor neuronParameterA]
AvailabilityReplacement
FromAvailablenone
ToDeprecateduse fusedNeuronDescriptor property instead

Modified -[MPSCNNConvolutionDescriptor neuronParameterB]
AvailabilityReplacement
FromAvailablenone
ToDeprecateduse fusedNeuronDescriptor property instead

Modified -[MPSCNNConvolutionDescriptor setNeuronToPReLUWithParametersA:]
AvailabilityReplacement
FromAvailablenone
ToDeprecateduse fusedNeuronDescriptor property instead

Modified MPSCNNConvolutionDataSource
Protocols
FromNSObject
ToNSCopying, NSObject

Modified MPSCNNConvolution.neuronType
AvailabilityReplacement
FromAvailablenone
ToDeprecatedUse fusedNeuronDesciptor instead.

Modified MPSCNNConvolution.neuronParameterA
AvailabilityReplacement
FromAvailablenone
ToDeprecatedUse fusedNeuronDesciptor instead.

Modified MPSCNNConvolution.neuronParameterB
AvailabilityReplacement
FromAvailablenone
ToDeprecatedUse fusedNeuronDesciptor instead.

Modified MPSCNNConvolution.neuronParameterC
AvailabilityReplacement
FromAvailablenone
ToDeprecatedUse fusedNeuronDesciptor instead.

Modified -[MPSCNNConvolution reloadWeightsAndBiasesWithDataSource:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -reloadWeightsAndBiasesFromDataSource instead.

Modified MPSCNNConvolutionGradient.serializeWeightsAndBiases
AvailabilityReplacement
FromAvailablenone
ToDeprecatedThis is deprecated and doesn't do anything. It is here for backward compatibility. MPSCNNConvolutionGradient doesn't serialize weights. It gets weight from state.convolution.dataSource on first use i.e. first encodeToCommandBuffer call

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNInstanceNormalization.h
Added -[MPSCNNInstanceNormalizationDataSource copyWithZone:device:]
Added -[MPSCNNInstanceNormalization reloadGammaAndBetaFromDataSource]
Modified MPSCNNInstanceNormalizationDataSource
Protocols
FromNSObject
ToNSCopying, NSObject

Modified -[MPSCNNInstanceNormalization reloadDataSource:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -reloadGammaAndBetaFromDataSource instead.

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNLoss.h
Added -[MPSCNNLossLabels labelsImage]
Added -[MPSCNNLossLabels weightsImage]
Added MPSCNNYOLOLossDescriptor
Added MPSCNNYOLOLossDescriptor.XYLossDescriptor
Added MPSCNNYOLOLossDescriptor.WHLossDescriptor
Added MPSCNNYOLOLossDescriptor.confidenceLossDescriptor
Added MPSCNNYOLOLossDescriptor.classesLossDescriptor
Added MPSCNNYOLOLossDescriptor.reductionType
Added MPSCNNYOLOLossDescriptor.rescore
Added MPSCNNYOLOLossDescriptor.scaleXY
Added MPSCNNYOLOLossDescriptor.scaleWH
Added MPSCNNYOLOLossDescriptor.scaleNoObject
Added MPSCNNYOLOLossDescriptor.scaleObject
Added MPSCNNYOLOLossDescriptor.scaleClass
Added MPSCNNYOLOLossDescriptor.minIOUForObjectPresence
Added MPSCNNYOLOLossDescriptor.maxIOUForObjectAbsence
Added MPSCNNYOLOLossDescriptor.numberOfAnchorBoxes
Added MPSCNNYOLOLossDescriptor.anchorBoxes
Added +[MPSCNNYOLOLossDescriptor cnnLossDescriptorWithXYLossType:WHLossType:confidenceLossType:classesLossType:reductionType:anchorBoxes:numberOfAnchorBoxes:]
Added MPSCNNYOLOLoss
Added MPSCNNYOLOLoss.lossXY
Added MPSCNNYOLOLoss.lossWH
Added MPSCNNYOLOLoss.lossConfidence
Added MPSCNNYOLOLoss.lossClasses
Added MPSCNNYOLOLoss.scaleXY
Added MPSCNNYOLOLoss.scaleWH
Added MPSCNNYOLOLoss.scaleNoObject
Added MPSCNNYOLOLoss.scaleObject
Added MPSCNNYOLOLoss.scaleClass
Added MPSCNNYOLOLoss.minIOUForObjectPresence
Added MPSCNNYOLOLoss.maxIOUForObjectAbsence
Added MPSCNNYOLOLoss.reductionType
Added MPSCNNYOLOLoss.numberOfAnchorBoxes
Added MPSCNNYOLOLoss.anchorBoxes
Added -[MPSCNNYOLOLoss initWithDevice:lossDescriptor:]
Added -[MPSCNNYOLOLoss initWithCoder:device:]
Added -[MPSCNNYOLOLoss encodeToCommandBuffer:sourceImage:labels:destinationImage:]
Added -[MPSCNNYOLOLoss encodeToCommandBuffer:sourceImage:labels:]
Added -[MPSCNNYOLOLoss encodeBatchToCommandBuffer:sourceImages:labels:destinationImages:]
Added -[MPSCNNYOLOLoss encodeBatchToCommandBuffer:sourceImages:labels:]
Modified +[MPSCNNLossDescriptor cnnLossDescriptorWithType:reductionType:]
Declaration
From+ (nullable MPSCNNLossDescriptor *)cnnLossDescriptorWithType:(MPSCNNLossType)lossType reductionType:(MPSCNNReductionType)reductionType
To+ (nonnull MPSCNNLossDescriptor *)cnnLossDescriptorWithType:(MPSCNNLossType)lossType reductionType:(MPSCNNReductionType)reductionType

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNNeuron.h
Modified -[MPSCNNNeuronLinear initWithDevice:a:b:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronReLU initWithDevice:a:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronPReLU initWithDevice:a:count:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronSigmoid initWithDevice:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronHardSigmoid initWithDevice:a:b:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronTanH initWithDevice:a:b:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronAbsolute initWithDevice:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronSoftPlus initWithDevice:a:b:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronSoftSign initWithDevice:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronELU initWithDevice:a:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronReLUN initWithDevice:a:b:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronPower initWithDevice:a:b:c:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronExponential initWithDevice:a:b:c:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

Modified -[MPSCNNNeuronLogarithm initWithDevice:a:b:c:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use MPSCNNNeuron initWithDevice:neuronDescriptor.

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNNormalization.h
Removed MPSCNNSpatialNormalization.kernelWidth
Removed MPSCNNSpatialNormalization.kernelHeight
Removed MPSCNNSpatialNormalizationGradient.kernelWidth
Removed MPSCNNSpatialNormalizationGradient.kernelHeight
Removed MPSCNNLocalContrastNormalization.kernelWidth
Removed MPSCNNLocalContrastNormalization.kernelHeight
Removed MPSCNNLocalContrastNormalizationGradient.kernelWidth
Removed MPSCNNLocalContrastNormalizationGradient.kernelHeight
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSCNNUpsampling.h
Added MPSCNNUpsampling.alignCorners
Added -[MPSCNNUpsamplingBilinear initWithDevice:integerScaleFactorX:integerScaleFactorY:alignCorners:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSMatrixBatchNormalization.h
Added MPSMatrixBatchNormalization
Added MPSMatrixBatchNormalization.sourceNumberOfFeatureVectors
Added MPSMatrixBatchNormalization.sourceInputFeatureChannels
Added MPSMatrixBatchNormalization.epsilon
Added MPSMatrixBatchNormalization.computeStatistics
Added -[MPSMatrixBatchNormalization setNeuronType:parameterA:parameterB:parameterC:]
Added -[MPSMatrixBatchNormalization neuronType]
Added -[MPSMatrixBatchNormalization neuronParameterA]
Added -[MPSMatrixBatchNormalization neuronParameterB]
Added -[MPSMatrixBatchNormalization neuronParameterC]
Added -[MPSMatrixBatchNormalization initWithDevice:]
Added -[MPSMatrixBatchNormalization encodeToCommandBuffer:inputMatrix:meanVector:varianceVector:gammaVector:betaVector:resultMatrix:]
Added -[MPSMatrixBatchNormalization initWithCoder:device:]
Added -[MPSMatrixBatchNormalization copyWithZone:device:]
Added MPSMatrixBatchNormalizationGradient
Added MPSMatrixBatchNormalizationGradient.sourceNumberOfFeatureVectors
Added MPSMatrixBatchNormalizationGradient.sourceInputFeatureChannels
Added MPSMatrixBatchNormalizationGradient.epsilon
Added -[MPSMatrixBatchNormalizationGradient setNeuronType:parameterA:parameterB:parameterC:]
Added -[MPSMatrixBatchNormalizationGradient neuronType]
Added -[MPSMatrixBatchNormalizationGradient neuronParameterA]
Added -[MPSMatrixBatchNormalizationGradient neuronParameterB]
Added -[MPSMatrixBatchNormalizationGradient neuronParameterC]
Added -[MPSMatrixBatchNormalizationGradient initWithDevice:]
Added -[MPSMatrixBatchNormalizationGradient encodeToCommandBuffer:gradientMatrix:inputMatrix:meanVector:varianceVector:gammaVector:betaVector:resultGradientForDataMatrix:resultGradientForGammaVector:resultGradientForBetaVector:]
Added -[MPSMatrixBatchNormalizationGradient initWithCoder:device:]
Added -[MPSMatrixBatchNormalizationGradient copyWithZone:device:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSMatrixFullyConnected.h
Added MPSMatrixFullyConnectedGradient
Added MPSMatrixFullyConnectedGradient.sourceNumberOfFeatureVectors
Added MPSMatrixFullyConnectedGradient.sourceOutputFeatureChannels
Added MPSMatrixFullyConnectedGradient.sourceInputFeatureChannels
Added MPSMatrixFullyConnectedGradient.alpha
Added -[MPSMatrixFullyConnectedGradient initWithDevice:]
Added -[MPSMatrixFullyConnectedGradient encodeGradientForDataToCommandBuffer:gradientMatrix:weightMatrix:resultGradientForDataMatrix:]
Added -[MPSMatrixFullyConnectedGradient encodeGradientForWeightsAndBiasToCommandBuffer:gradientMatrix:inputMatrix:resultGradientForWeightMatrix:resultGradientForBiasVector:]
Added -[MPSMatrixFullyConnectedGradient initWithCoder:device:]
Added -[MPSMatrixFullyConnectedGradient copyWithZone:device:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSMatrixNeuron.h
Added MPSMatrixNeuronGradient
Added MPSMatrixNeuronGradient.sourceNumberOfFeatureVectors
Added MPSMatrixNeuronGradient.sourceInputFeatureChannels
Added MPSMatrixNeuronGradient.alpha
Added -[MPSMatrixNeuronGradient setNeuronType:parameterA:parameterB:parameterC:]
Added -[MPSMatrixNeuronGradient neuronType]
Added -[MPSMatrixNeuronGradient neuronParameterA]
Added -[MPSMatrixNeuronGradient neuronParameterB]
Added -[MPSMatrixNeuronGradient neuronParameterC]
Added -[MPSMatrixNeuronGradient setNeuronToPReLUWithParametersA:]
Added -[MPSMatrixNeuronGradient initWithDevice:]
Added -[MPSMatrixNeuronGradient encodeToCommandBuffer:gradientMatrix:inputMatrix:biasVector:resultGradientForDataMatrix:resultGradientForBiasVector:]
Added -[MPSMatrixNeuronGradient initWithCoder:device:]
Added -[MPSMatrixNeuronGradient copyWithZone:device:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNeuralNetworkTypes.h
Added MPSNNPaddingMethodCustomWhitelistForNodeFusion
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNNGraph.h
Added -[MPSNNGraph reloadFromDataSources]
Modified -[MPSNNGraph initWithDevice:resultImage:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use -initWithDevice:resultImage:resultIsNeeded: instead. Without this information, too much or too little work may occur. Results may be undefined.

Modified +[MPSNNGraph graphWithDevice:resultImage:]
AvailabilityReplacement
FromAvailablenone
ToDeprecatedPlease use +graphWithDevice:resultImage:resultIsNeeded: instead. Without this information, too much or too little work may occur. Results may be undefined.

../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNNGraphNodes.h
Added MPSNNImageNode.stopGradient
Added MPSGradientNodeBlock
Added -[MPSNNFilterNode trainingGraphWithSourceGradient:nodeHandler:]
Added MPSCNNConvolutionNode.accumulatorPrecision
Added +[MPSCNNNeuronNode nodeWithSource:descriptor:]
Added MPSCNNPoolingNode.kernelWidth
Added MPSCNNPoolingNode.kernelHeight
Added MPSCNNPoolingNode.strideInPixelsX
Added MPSCNNPoolingNode.strideInPixelsY
Added MPSCNNYOLOLossNode
Added +[MPSCNNYOLOLossNode nodeWithSource:lossDescriptor:]
Added -[MPSCNNYOLOLossNode initWithSource:lossDescriptor:]
Added MPSCNNYOLOLossNode.inputLabels
Added +[MPSCNNUpsamplingBilinearNode nodeWithSource:integerScaleFactorX:integerScaleFactorY:alignCorners:]
Added -[MPSCNNUpsamplingBilinearNode initWithSource:integerScaleFactorX:integerScaleFactorY:alignCorners:]
Added MPSCNNUpsamplingBilinearNode.alignCorners
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNNOptimizers.h
Added MPSNNRegularizationType
Added MPSNNRegularizationTypeNone
Added MPSNNRegularizationTypeL1
Added MPSNNRegularizationTypeL2
Added MPSNNOptimizerDescriptor
Added MPSNNOptimizerDescriptor.learningRate
Added MPSNNOptimizerDescriptor.gradientRescale
Added MPSNNOptimizerDescriptor.applyGradientClipping
Added MPSNNOptimizerDescriptor.gradientClipMax
Added MPSNNOptimizerDescriptor.gradientClipMin
Added MPSNNOptimizerDescriptor.regularizationScale
Added MPSNNOptimizerDescriptor.regularizationType
Added -[MPSNNOptimizerDescriptor initWithLearningRate:gradientRescale:regularizationType:regularizationScale:]
Added -[MPSNNOptimizerDescriptor initWithLearningRate:gradientRescale:applyGradientClipping:gradientClipMax:gradientClipMin:regularizationType:regularizationScale:]
Added +[MPSNNOptimizerDescriptor optimizerDescriptorWithLearningRate:gradientRescale:regularizationType:regularizationScale:]
Added +[MPSNNOptimizerDescriptor optimizerDescriptorWithLearningRate:gradientRescale:applyGradientClipping:gradientClipMax:gradientClipMin:regularizationType:regularizationScale:]
Added MPSNNOptimizer
Added MPSNNOptimizer.learningRate
Added MPSNNOptimizer.gradientRescale
Added MPSNNOptimizer.applyGradientClipping
Added MPSNNOptimizer.gradientClipMax
Added MPSNNOptimizer.gradientClipMin
Added MPSNNOptimizer.regularizationScale
Added MPSNNOptimizer.regularizationType
Added -[MPSNNOptimizer setLearningRate:]
Added MPSNNOptimizerStochasticGradientDescent
Added MPSNNOptimizerStochasticGradientDescent.momentumScale
Added MPSNNOptimizerStochasticGradientDescent.useNestrovMomentum
Added -[MPSNNOptimizerStochasticGradientDescent initWithDevice:learningRate:]
Added -[MPSNNOptimizerStochasticGradientDescent initWithDevice:momentumScale:useNestrovMomentum:optimizerDescriptor:]
Added -[MPSNNOptimizerStochasticGradientDescent encodeToCommandBuffer:inputGradientVector:inputValuesVector:inputMomentumVector:resultValuesVector:]
Added -[MPSNNOptimizerStochasticGradientDescent encodeToCommandBuffer:convolutionGradientState:convolutionSourceState:inputMomentumVectors:resultState:]
Added -[MPSNNOptimizerStochasticGradientDescent encodeToCommandBuffer:batchNormalizationState:inputMomentumVectors:resultState:]
Added -[MPSNNOptimizerStochasticGradientDescent encodeToCommandBuffer:batchNormalizationGradientState:batchNormalizationSourceState:inputMomentumVectors:resultState:]
Added MPSNNOptimizerRMSProp
Added MPSNNOptimizerRMSProp.decay
Added MPSNNOptimizerRMSProp.epsilon
Added -[MPSNNOptimizerRMSProp initWithDevice:learningRate:]
Added -[MPSNNOptimizerRMSProp initWithDevice:decay:epsilon:optimizerDescriptor:]
Added -[MPSNNOptimizerRMSProp encodeToCommandBuffer:inputGradientVector:inputValuesVector:inputSumOfSquaresVector:resultValuesVector:]
Added -[MPSNNOptimizerRMSProp encodeToCommandBuffer:convolutionGradientState:convolutionSourceState:inputSumOfSquaresVectors:resultState:]
Added -[MPSNNOptimizerRMSProp encodeToCommandBuffer:batchNormalizationState:inputSumOfSquaresVectors:resultState:]
Added -[MPSNNOptimizerRMSProp encodeToCommandBuffer:batchNormalizationGradientState:batchNormalizationSourceState:inputSumOfSquaresVectors:resultState:]
Added MPSNNOptimizerAdam
Added MPSNNOptimizerAdam.beta1
Added MPSNNOptimizerAdam.beta2
Added MPSNNOptimizerAdam.epsilon
Added MPSNNOptimizerAdam.timeStep
Added -[MPSNNOptimizerAdam initWithDevice:learningRate:]
Added -[MPSNNOptimizerAdam initWithDevice:beta1:beta2:epsilon:timeStep:optimizerDescriptor:]
Added -[MPSNNOptimizerAdam encodeToCommandBuffer:inputGradientVector:inputValuesVector:inputMomentumVector:inputVelocityVector:resultValuesVector:]
Added -[MPSNNOptimizerAdam encodeToCommandBuffer:convolutionGradientState:convolutionSourceState:inputMomentumVectors:inputVelocityVectors:resultState:]
Added -[MPSNNOptimizerAdam encodeToCommandBuffer:batchNormalizationState:inputMomentumVectors:inputVelocityVectors:resultState:]
Added -[MPSNNOptimizerAdam encodeToCommandBuffer:batchNormalizationGradientState:batchNormalizationSourceState:inputMomentumVectors:inputVelocityVectors:resultState:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNNReduce.h
Added MPSNNReduceFeatureChannelsArgumentMin
Added -[MPSNNReduceFeatureChannelsArgumentMin initWithDevice:]
Added MPSNNReduceFeatureChannelsArgumentMax
Added -[MPSNNReduceFeatureChannelsArgumentMax initWithDevice:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSNNResize.h
Added MPSNNResizeBilinear
Added MPSNNResizeBilinear.resizeWidth
Added MPSNNResizeBilinear.resizeHeight
Added MPSNNResizeBilinear.alignCorners
Added -[MPSNNResizeBilinear initWithDevice:resizeWidth:resizeHeight:alignCorners:]
Added -[MPSNNResizeBilinear initWithCoder:device:]
Added MPSNNCropAndResizeBilinear
Added MPSNNCropAndResizeBilinear.resizeWidth
Added MPSNNCropAndResizeBilinear.resizeHeight
Added MPSNNCropAndResizeBilinear.numberOfRegions
Added MPSNNCropAndResizeBilinear.regions
Added -[MPSNNCropAndResizeBilinear initWithDevice:resizeWidth:resizeHeight:numberOfRegions:regions:]
Added -[MPSNNCropAndResizeBilinear initWithCoder:device:]
../Frameworks/MPSNeuralNetwork.framework/Headers/MPSRNNLayer.h
Added -[MPSRNNMatrixInferenceLayer encodeSequenceToCommandBuffer:sourceMatrices:sourceOffsets:destinationMatrices:destinationOffsets:recurrentInputState:recurrentOutputStates:]
Added MPSRNNMatrixTrainingState
Added MPSRNNMatrixId
Added MPSRNNMatrixIdSingleGateInputWeights
Added MPSRNNMatrixIdSingleGateRecurrentWeights
Added MPSRNNMatrixIdSingleGateBiasTerms
Added MPSRNNMatrixIdLSTMInputGateInputWeights
Added MPSRNNMatrixIdLSTMInputGateRecurrentWeights
Added MPSRNNMatrixIdLSTMInputGateMemoryWeights
Added MPSRNNMatrixIdLSTMInputGateBiasTerms
Added MPSRNNMatrixIdLSTMForgetGateInputWeights
Added MPSRNNMatrixIdLSTMForgetGateRecurrentWeights
Added MPSRNNMatrixIdLSTMForgetGateMemoryWeights
Added MPSRNNMatrixIdLSTMForgetGateBiasTerms
Added MPSRNNMatrixIdLSTMMemoryGateInputWeights
Added MPSRNNMatrixIdLSTMMemoryGateRecurrentWeights
Added MPSRNNMatrixIdLSTMMemoryGateMemoryWeights
Added MPSRNNMatrixIdLSTMMemoryGateBiasTerms
Added MPSRNNMatrixIdLSTMOutputGateInputWeights
Added MPSRNNMatrixIdLSTMOutputGateRecurrentWeights
Added MPSRNNMatrixIdLSTMOutputGateMemoryWeights
Added MPSRNNMatrixIdLSTMOutputGateBiasTerms
Added MPSRNNMatrixIdGRUInputGateInputWeights
Added MPSRNNMatrixIdGRUInputGateRecurrentWeights
Added MPSRNNMatrixIdGRUInputGateBiasTerms
Added MPSRNNMatrixIdGRURecurrentGateInputWeights
Added MPSRNNMatrixIdGRURecurrentGateRecurrentWeights
Added MPSRNNMatrixIdGRURecurrentGateBiasTerms
Added MPSRNNMatrixIdGRUOutputGateInputWeights
Added MPSRNNMatrixIdGRUOutputGateRecurrentWeights
Added MPSRNNMatrixIdGRUOutputGateInputGateWeights
Added MPSRNNMatrixIdGRUOutputGateBiasTerms
Added MPSRNNMatrixId_count
Added MPSRNNMatrixTrainingLayer
Added MPSRNNMatrixTrainingLayer.inputFeatureChannels
Added MPSRNNMatrixTrainingLayer.outputFeatureChannels
Added MPSRNNMatrixTrainingLayer.storeAllIntermediateStates
Added MPSRNNMatrixTrainingLayer.recurrentOutputIsTemporary
Added MPSRNNMatrixTrainingLayer.trainingStateIsTemporary
Added MPSRNNMatrixTrainingLayer.accumulateWeightGradients
Added -[MPSRNNMatrixTrainingLayer initWithDevice:rnnDescriptor:trainableWeights:]
Added -[MPSRNNMatrixTrainingLayer createWeightGradientMatrices:dataType:]
Added -[MPSRNNMatrixTrainingLayer createTemporaryWeightGradientMatrices:dataType:commandBuffer:]
Added -[MPSRNNMatrixTrainingLayer createWeightMatrices:]
Added -[MPSRNNMatrixTrainingLayer encodeCopyWeightsToCommandBuffer:weights:matrixId:matrix:copyFromWeightsToMatrix:matrixOffset:]
Added -[MPSRNNMatrixTrainingLayer encodeForwardSequenceToCommandBuffer:sourceMatrices:sourceOffsets:destinationMatrices:destinationOffsets:trainingStates:recurrentInputState:recurrentOutputStates:weights:]
Added -[MPSRNNMatrixTrainingLayer encodeForwardSequenceToCommandBuffer:sourceMatrices:destinationMatrices:trainingStates:weights:]
Added -[MPSRNNMatrixTrainingLayer encodeGradientSequenceToCommandBuffer:forwardSources:forwardSourceOffsets:sourceGradients:sourceGradientOffsets:destinationGradients:destinationOffsets:weightGradients:trainingStates:recurrentInputState:recurrentOutputStates:weights:]
Added -[MPSRNNMatrixTrainingLayer encodeGradientSequenceToCommandBuffer:forwardSources:sourceGradients:destinationGradients:weightGradients:trainingStates:weights:]
Added -[MPSRNNMatrixTrainingLayer initWithCoder:device:]
Added -[MPSRNNMatrixTrainingLayer copyWithZone:device:]
../Frameworks/MPSRayIntersector.framework/Headers/MPSAccelerationStructure.h
Added MPSAccelerationStructureCompletionHandler
Added MPSAccelerationStructureUsage
Added MPSAccelerationStructureUsageNone
Added MPSAccelerationStructureUsageRefit
Added MPSAccelerationStructureUsageFrequentRebuild
Added MPSAccelerationStructureStatus
Added MPSAccelerationStructureStatusUnbuilt
Added MPSAccelerationStructureStatusBuilt
Added MPSAccelerationStructure
Added MPSAccelerationStructure.group
Added MPSAccelerationStructure.boundingBox
Added MPSAccelerationStructure.status
Added MPSAccelerationStructure.usage
Added -[MPSAccelerationStructure initWithDevice:]
Added -[MPSAccelerationStructure initWithCoder:device:]
Added -[MPSAccelerationStructure initWithGroup:]
Added -[MPSAccelerationStructure initWithCoder:group:]
Added -[MPSAccelerationStructure rebuild]
Added -[MPSAccelerationStructure rebuildWithCompletionHandler:]
Added -[MPSAccelerationStructure encodeRefitToCommandBuffer:]
Added -[MPSAccelerationStructure copyWithZone:device:]
Added -[MPSAccelerationStructure copyWithZone:group:]
Added -[MPSAccelerationStructure encodeWithCoder:]
../Frameworks/MPSRayIntersector.framework/Headers/MPSAccelerationStructureGroup.h
Added MPSAccelerationStructureGroup
Added MPSAccelerationStructureGroup.device
Added -[MPSAccelerationStructureGroup initWithDevice:]
../Frameworks/MPSRayIntersector.framework/Headers/MPSInstanceAccelerationStructure.h
Added MPSTransformType
Added MPSTransformTypeFloat4x4
Added MPSTransformTypeIdentity
Added MPSInstanceAccelerationStructure
Added MPSInstanceAccelerationStructure.accelerationStructures
Added MPSInstanceAccelerationStructure.instanceBuffer
Added MPSInstanceAccelerationStructure.instanceBufferOffset
Added MPSInstanceAccelerationStructure.transformBuffer
Added MPSInstanceAccelerationStructure.transformBufferOffset
Added MPSInstanceAccelerationStructure.transformType
Added MPSInstanceAccelerationStructure.maskBuffer
Added MPSInstanceAccelerationStructure.maskBufferOffset
Added MPSInstanceAccelerationStructure.instanceCount
../Frameworks/MPSRayIntersector.framework/Headers/MPSRayIntersector.h
Added MPSIntersectionType
Added MPSIntersectionTypeNearest
Added MPSIntersectionTypeAny
Added MPSTriangleIntersectionTestType
Added MPSTriangleIntersectionTestTypeDefault
Added MPSTriangleIntersectionTestTypeWatertight
Added MPSBoundingBoxIntersectionTestType
Added MPSBoundingBoxIntersectionTestTypeDefault
Added MPSBoundingBoxIntersectionTestTypeAxisAligned
Added MPSRayMaskOptions
Added MPSRayMaskOptionNone
Added MPSRayMaskOptionPrimitive
Added MPSRayMaskOptionInstance
Added MPSRayDataType
Added MPSRayDataTypeOriginDirection
Added MPSRayDataTypeOriginMinDistanceDirectionMaxDistance
Added MPSRayDataTypeOriginMaskDirectionMaxDistance
Added MPSIntersectionDataType
Added MPSIntersectionDataTypeDistance
Added MPSIntersectionDataTypeDistancePrimitiveIndex
Added MPSIntersectionDataTypeDistancePrimitiveIndexCoordinates
Added MPSIntersectionDataTypeDistancePrimitiveIndexInstanceIndex
Added MPSIntersectionDataTypeDistancePrimitiveIndexInstanceIndexCoordinates
Added MPSRayIntersector
Added MPSRayIntersector.cullMode
Added MPSRayIntersector.frontFacingWinding
Added MPSRayIntersector.triangleIntersectionTestType
Added MPSRayIntersector.boundingBoxIntersectionTestType
Added MPSRayIntersector.rayMaskOptions
Added MPSRayIntersector.rayStride
Added MPSRayIntersector.intersectionStride
Added MPSRayIntersector.rayDataType
Added MPSRayIntersector.intersectionDataType
Added -[MPSRayIntersector initWithDevice:]
Added -[MPSRayIntersector initWithCoder:device:]
Added -[MPSRayIntersector copyWithZone:device:]
Added -[MPSRayIntersector recommendedMinimumRayBatchSizeForRayCount:]
Added -[MPSRayIntersector encodeWithCoder:]
Added -[MPSRayIntersector encodeIntersectionToCommandBuffer:intersectionType:rayBuffer:rayBufferOffset:intersectionBuffer:intersectionBufferOffset:rayCount:accelerationStructure:]
Added -[MPSRayIntersector encodeIntersectionToCommandBuffer:intersectionType:rayBuffer:rayBufferOffset:intersectionBuffer:intersectionBufferOffset:rayCountBuffer:rayCountBufferOffset:accelerationStructure:]
../Frameworks/MPSRayIntersector.framework/Headers/MPSRayIntersectorTypes.h
Added #def MPS_ALWAYS_INLINE
Added MPSPackedFloat3
Added MPSAxisAlignedBoundingBox
Added MPSRayOriginDirection
Added MPSRayOriginMinDistanceDirectionMaxDistance
Added MPSRayOriginMaskDirectionMaxDistance
Added MPSIntersectionDistance
Added MPSIntersectionDistancePrimitiveIndex
Added MPSIntersectionDistancePrimitiveIndexCoordinates
Added MPSIntersectionDistancePrimitiveIndexInstanceIndex
Added MPSIntersectionDistancePrimitiveIndexInstanceIndexCoordinates
../Frameworks/MPSRayIntersector.framework/Headers/MPSTriangleAccelerationStructure.h
Added MPSTriangleAccelerationStructure
Added MPSTriangleAccelerationStructure.vertexBuffer
Added MPSTriangleAccelerationStructure.vertexBufferOffset
Added MPSTriangleAccelerationStructure.vertexStride
Added MPSTriangleAccelerationStructure.indexBuffer
Added MPSTriangleAccelerationStructure.indexType
Added MPSTriangleAccelerationStructure.indexBufferOffset
Added MPSTriangleAccelerationStructure.maskBuffer
Added MPSTriangleAccelerationStructure.maskBufferOffset
Added MPSTriangleAccelerationStructure.triangleCount
MetalPerformanceShaders.h
Added MPSHintTemporaryMemoryHighWaterMark()
Added MPSSetHeapCacheDuration()