MetalPerformanceShadersGraph macOS xcode14.3 beta1
Alex Soto edited this page Feb 16, 2023
·
1 revision
#MetalPerformanceShadersGraph.framework
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphConvolutionOps.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphConvolutionOps.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphConvolutionOps.h 2022-11-10 19:16:14
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphConvolutionOps.h 2023-02-11 22:22:04
@@ -68,6 +68,73 @@
@end
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+@interface MPSGraphConvolution3DOpDescriptor : NSObject<NSCopying>
+
+
+@property (readwrite, nonatomic) NSUInteger strideInX;
+@property (readwrite, nonatomic) NSUInteger strideInY;
+@property (readwrite, nonatomic) NSUInteger strideInZ;
+@property (readwrite, nonatomic) NSUInteger dilationRateInX;
+@property (readwrite, nonatomic) NSUInteger dilationRateInY;
+@property (readwrite, nonatomic) NSUInteger dilationRateInZ;
+
+@property (readwrite, nonatomic) NSUInteger paddingLeft;
+@property (readwrite, nonatomic) NSUInteger paddingRight;
+@property (readwrite, nonatomic) NSUInteger paddingTop;
+@property (readwrite, nonatomic) NSUInteger paddingBottom;
+@property (readwrite, nonatomic) NSUInteger paddingFront;
+@property (readwrite, nonatomic) NSUInteger paddingBack;
+
+@property (readwrite, nonatomic) MPSGraphPaddingStyle paddingStyle;
+@property (readwrite, nonatomic) MPSGraphTensorNamedDataLayout dataLayout;
+@property (readwrite, nonatomic) MPSGraphTensorNamedDataLayout weightsLayout;
+
+/*! @property groups
+ * @discussion groups of the operation
+ */
+@property (readwrite, nonatomic) NSUInteger groups;
+
+
++(nullable instancetype) descriptorWithStrideInX:(NSUInteger) strideInX
+ strideInY:(NSUInteger) strideInY
+ strideInZ:(NSUInteger) strideInZ
+ dilationRateInX:(NSUInteger) dilationRateInX
+ dilationRateInY:(NSUInteger) dilationRateInY
+ dilationRateInZ:(NSUInteger) dilationRateInZ
+ groups:(NSUInteger) groups
+ paddingLeft:(NSUInteger) paddingLeft
+ paddingRight:(NSUInteger) paddingRight
+ paddingTop:(NSUInteger) paddingTop
+ paddingBottom:(NSUInteger) paddingBottom
+ paddingFront:(NSUInteger) paddingFront
+ paddingBack:(NSUInteger) paddingBack
+ paddingStyle:(MPSGraphPaddingStyle) paddingStyle
+ dataLayout:(MPSGraphTensorNamedDataLayout) dataLayout
+ weightsLayout:(MPSGraphTensorNamedDataLayout) weightsLayout;
+
++(nullable instancetype) descriptorWithStrideInX:(NSUInteger) strideInX
+ strideInY:(NSUInteger) strideInY
+ strideInZ:(NSUInteger) strideInZ
+ dilationRateInX:(NSUInteger) dilationRateInX
+ dilationRateInY:(NSUInteger) dilationRateInY
+ dilationRateInZ:(NSUInteger) dilationRateInZ
+ groups:(NSUInteger) groups
+ paddingStyle:(MPSGraphPaddingStyle) paddingStyle
+ dataLayout:(MPSGraphTensorNamedDataLayout) dataLayout
+ weightsLayout:(MPSGraphTensorNamedDataLayout) weightsLayout;
+
+
+-(void) setExplicitPaddingWithPaddingLeft:(NSUInteger) paddingLeft
+ paddingRight:(NSUInteger) paddingRight
+ paddingTop:(NSUInteger) paddingTop
+ paddingBottom:(NSUInteger) paddingBottom
+ paddingFront:(NSUInteger) paddingFront
+ paddingBack:(NSUInteger) paddingBack;
+
+
+@end
+
MPS_CLASS_AVAILABLE_STARTING(macos(11.0), ios(14.0), tvos(14.0))
@interface MPSGraph(MPSGraphConvolutionOps)
@@ -160,6 +227,99 @@
name:(NSString * _Nullable) name
MPS_CLASS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0))
MPS_SWIFT_NAME( convolution2DWeightsGradient(_:source:outputShapeTensor:forwardConvolutionDescriptor:name:) );
+
+
+
+-(MPSGraphTensor *) convolution3DWithSourceTensor:(MPSGraphTensor *) source
+ weightsTensor:(MPSGraphTensor *) weights
+ descriptor:(MPSGraphConvolution3DOpDescriptor *) descriptor
+ name:(NSString * _Nullable) name
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+MPS_SWIFT_NAME( convolution3D(_:weights:descriptor:name:) );
+
+/*!
+ * @abstract Create Convolution 3D gradient op and return the result tensor
+ * @discussion Computes the gradient of source input for the forward pass Convolution op with identical parameters.
+ * See discussion of convolution3DWithSourceTensor for more in depth description of paramters.
+ *
+ * @param incomingGradient Incoming gradient tensor
+ * @param weights Forward pass weights tensor
+ * @param outputShape Shape of the forward pass source tensor
+ * @param forwardConvolutionDescriptor Forward pass op descriptor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) convolution3DDataGradientWithIncomingGradientTensor:(MPSGraphTensor *) incomingGradient
+ weightsTensor:(MPSGraphTensor *) weights
+ outputShape:(MPSShape *) outputShape
+ forwardConvolutionDescriptor:(MPSGraphConvolution3DOpDescriptor *) forwardConvolutionDescriptor
+ name:(NSString * _Nullable) name
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+MPS_SWIFT_NAME( convolution3DDataGradient(_:weights:outputShape:forwardConvolutionDescriptor:name:) );
+
+/*!
+ * @abstract Create Convolution 3D gradient op and return the result tensor
+ * @discussion Computes the gradient of source input for the forward pass Convolution op with identical parameters.
+ * See discussion of convolution3DWithSourceTensor for more in depth description of paramters.
+ *
+ * @param gradient Incoming gradient tensor
+ * @param weights Forward pass weights tensor
+ * @param outputShapeTensor 1D Int32 or Int64 Tensor. Shape of the forward pass source tensor
+ * @param forwardConvolutionDescriptor Forward pass op descriptor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) convolution3DDataGradientWithIncomingGradientTensor:(MPSGraphTensor *) gradient
+ weightsTensor:(MPSGraphTensor *) weights
+ outputShapeTensor:(MPSGraphTensor *) outputShapeTensor
+ forwardConvolutionDescriptor:(MPSGraphConvolution3DOpDescriptor *) forwardConvolutionDescriptor
+ name:(NSString * _Nullable) name
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+MPS_SWIFT_NAME( convolution3DDataGradient(_:weights:outputShapeTensor:forwardConvolutionDescriptor:name:) );
+
+/*!
+ * @abstract Create Convolution 3D gradient op and return the result tensor
+ * @discussion Computes the gradient of weights input for the forward pass Convolution op with identical parameters.
+ * See discussion of convolution3DWithSourceTensor for more in depth description of paramters.
+ *
+ * @param incomingGradient Incoming gradient tensor
+ * @param source Forward pass source tensor
+ * @param outputShape Shape of the forward pass weights tensor
+ * @param forwardConvolutionDescriptor Forward pass op descriptor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) convolution3DWeightsGradientWithIncomingGradientTensor:(MPSGraphTensor *) incomingGradient
+ sourceTensor:(MPSGraphTensor *) source
+ outputShape:(MPSShape *) outputShape
+ forwardConvolutionDescriptor:(MPSGraphConvolution3DOpDescriptor *) forwardConvolutionDescriptor
+ name:(NSString * _Nullable) name
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+MPS_SWIFT_NAME( convolution3DWeightsGradient(_:source:outputShape:forwardConvolutionDescriptor:name:) );
+
+/*!
+ * @abstract Create Convolution 3D gradient op and return the result tensor
+ * @discussion Computes the gradient of weights input for the forward pass Convolution op with identical parameters.
+ * See discussion of convolution3DWithSourceTensor for more in depth description of paramters.
+ *
+ * @param gradient Incoming gradient tensor
+ * @param source Forward pass source tensor
+ * @param outputShapeTensor 1D int32 or Int64 Tensor. Shape of the forward pass weights tensor
+ * @param forwardConvolutionDescriptor Forward pass op descriptor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) convolution3DWeightsGradientWithIncomingGradientTensor:(MPSGraphTensor *) gradient
+ sourceTensor:(MPSGraphTensor *) source
+ outputShapeTensor:(MPSGraphTensor *) outputShapeTensor
+ forwardConvolutionDescriptor:(MPSGraphConvolution3DOpDescriptor *) forwardConvolutionDescriptor
+ name:(NSString * _Nullable) name
+MPS_CLASS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3))
+MPS_SWIFT_NAME( convolution3DWeightsGradient(_:source:outputShapeTensor:forwardConvolutionDescriptor:name:) );
@end
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphCore.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphCore.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphCore.h 2022-11-10 19:18:36
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphCore.h 2023-02-11 22:22:05
@@ -55,6 +55,10 @@
* @constant MPSGraphTensorNamedDataLayoutCHW LayoutCHW
* @constant MPSGraphTensorNamedDataLayoutHWC LayoutHWC
* @constant MPSGraphTensorNamedDataLayoutHW LayoutHW
+ * @constant MPSGraphTensorNamedDataLayoutNCDHW LayoutNCDHW
+ * @constant MPSGraphTensorNamedDataLayoutNDHWC LayoutNDHWC
+ * @constant MPSGraphTensorNamedDataLayoutOIDHW LayoutOIDHW
+ * @constant MPSGraphTensorNamedDataLayoutDHWIO LayoutDHWIO
*/
typedef NS_ENUM(NSUInteger, MPSGraphTensorNamedDataLayout)
{
@@ -65,6 +69,10 @@
MPSGraphTensorNamedDataLayoutCHW MPS_ENUM_AVAILABLE_STARTING(macos(11.0), ios(14.0), tvos(14.0)) = 4L,
MPSGraphTensorNamedDataLayoutHWC MPS_ENUM_AVAILABLE_STARTING(macos(11.0), ios(14.0), tvos(14.0)) = 5L,
MPSGraphTensorNamedDataLayoutHW MPS_ENUM_AVAILABLE_STARTING(macos(11.0), ios(14.0), tvos(14.0)) = 6L,
+ MPSGraphTensorNamedDataLayoutNCDHW MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 7L,
+ MPSGraphTensorNamedDataLayoutNDHWC MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 8L,
+ MPSGraphTensorNamedDataLayoutOIDHW MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 9L,
+ MPSGraphTensorNamedDataLayoutDHWIO MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 10L,
};
/*!
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h 2022-11-12 15:59:14
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h 2023-02-12 14:14:00
@@ -107,6 +107,19 @@
compilationDescriptor:(MPSGraphCompilationDescriptor * _Nullable) compilationDescriptor;
/*!
+ * @abstract Get output shapes for a specialized MPSGraphExecutable - in case specialization has not been done yet then calling this function will specialize for the given input shapes.
+ *
+ * @param device optional MPSGraph device to compile with
+ * @param inputTypes input types
+ * @param compilationDescriptor compilationDescriptor to be used to specialize, since the executable was created with a compilationDescriptor already this one overrides those settings to the extent it can
+ *
+ */
+-(NSArray<MPSGraphShapedType *> * _Nullable) getOutputTypesWithDevice:(MPSGraphDevice * _Nullable) device
+ inputTypes:(NSArray<MPSGraphType *> *) inputTypes
+ compilationDescriptor:(MPSGraphCompilationDescriptor * _Nullable) compilationDescriptor
+MPS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3));
+
+/*!
* @abstract Runs the graph for given feeds to return targetTensor values, ensuring all target operations also executed.
* This call is synchronous and will return on completion of execution
*
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h 1969-12-31 19:00:00
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h 2023-02-11 16:43:27
@@ -0,0 +1,159 @@
+//
+// MPSGraphQuantizationOps.h
+// MPSGraphQuantizationOps
+//
+// Created by stevenlariau on 9/30/21.
+// Copyright © 2021 Apple Inc. All rights reserved.
+//
+
+#ifndef MPSGraphQuantizationOps_h
+#define MPSGraphQuantizationOps_h
+
+#import <MetalPerformanceShadersGraph/MPSGraph.h>
+
+NS_ASSUME_NONNULL_BEGIN
+
+#define MPSGRAPH_QUANTIZATION_AVAILABLE
+
+@interface MPSGraph(MPSGraphQuantizationOps)
+
+/*!
+ * @abstract Create Quantize op and return the result tensor
+ * @discussion Convert the float `tensor` to an i8 or u8 tensor by applying a scale + bias transform:
+ * result = (tensor / scale) + zeroPoint
+ *
+ * @param tensor Input tensor to be quantized
+ * @param scale Scale scalar parameter
+ * @param zeroPoint Bias scalar parameter (converted to dataType of resultTensor)
+ * @param dataType Integer data type of the result tensor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) quantizeTensor:(MPSGraphTensor*)tensor
+ scale:(double)scale
+ zeroPoint:(double)zeroPoint
+ dataType:(MPSDataType)dataType
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( quantize(_:scale:zeroPoint:dataType:name:) );
+
+/*!
+ * @abstract Create Dequantize op and return the result tensor
+ * @discussion Convert the i8 or u8 `tensor` to a float tensor by applying a scale + bias transform:
+ * result = scale * (tensor - zeroPoint)
+ *
+ * @param tensor Input tensor to be dequantized
+ * @param scale Scale scalar parameter
+ * @param zeroPoint Bias scalar parameter (converted to dataType of tensor)
+ * @param dataType Float data type of the result tensor
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) dequantizeTensor:(MPSGraphTensor*)tensor
+ scale:(double)scale
+ zeroPoint:(double)zeroPoint
+ dataType:(MPSDataType)dataType
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( dequantize(_:scale:zeroPoint:dataType:name:) );
+
+/*!
+ * @abstract Create Quantize op and return the result tensor
+ * @discussion Convert the float `tensor` to an i8 or u8 tensor by applying a scale + bias transform:
+ * result = (tensor / scaleTensor) + zeroPoint
+ *
+ * @param tensor Input tensor to be quantized
+ * @param scaleTensor Scale 1D Tensor parameter with size == tensor.shape[axis]
+ * @param zeroPoint Bias scalar parameter (converted to dataType of resultTensor)
+ * @param dataType Integer data type of the result tensor
+ * @param axis Axis on which the scale 1D value is being broadcasted
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) quantizeTensor:(MPSGraphTensor*)tensor
+ scaleTensor:(MPSGraphTensor*)scaleTensor
+ zeroPoint:(double)zeroPoint
+ dataType:(MPSDataType)dataType
+ axis:(NSInteger)axis
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( quantize(_:scaleTensor:zeroPoint:dataType:axis:name:) );
+
+/*!
+ * @abstract Create Dequantize op and return the result tensor
+ * @discussion Convert the i8 or u8 `tensor` to a float tensor by applying a scale + bias transform:
+ * result = scaleTensor * (tensor - zeroPoint)
+ *
+ * @param tensor Input tensor to be dequantized
+ * @param scaleTensor Scale scalar or 1D Tensor parameter with size == tensor.shape[axis]
+ * @param zeroPoint Bias scalar parameter (converted to dataType of tensor)
+ * @param dataType Float data type of the result tensor
+ * @param axis Axis on which the scale 1D value is being broadcasted
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) dequantizeTensor:(MPSGraphTensor*)tensor
+ scaleTensor:(MPSGraphTensor*)scaleTensor
+ zeroPoint:(double)zeroPoint
+ dataType:(MPSDataType)dataType
+ axis:(NSInteger)axis
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( dequantize(_:scaleTensor:zeroPoint:dataType:axis:name:) );
+
+/*!
+ * @abstract Create Quantize op and return the result tensor
+ * @discussion Convert the float `tensor` to an i8 or u8 tensor by applying a scale + bias transform:
+ * result = (tensor / scaleTensor) + zeroPointTensor
+ *
+ * @param tensor Input tensor to be quantized
+ * @param scaleTensor Scale scalar or 1D Tensor parameter with size == tensor.shape[axis]
+ * @param zeroPointTensor Bias scalar or 1D Tensor parameter with size == tensor.shape[axis]
+ * @param dataType Integer data type of the result tensor
+ * @param axis Axis on which the scale 1D value is being broadcasted
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) quantizeTensor:(MPSGraphTensor*)tensor
+ scaleTensor:(MPSGraphTensor*)scaleTensor
+ zeroPointTensor:(MPSGraphTensor*)zeroPointTensor
+ dataType:(MPSDataType)dataType
+ axis:(NSInteger)axis
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( quantize(_:scaleTensor:zeroPointTensor:dataType:axis:name:) );
+
+/*!
+ * @abstract Create Dequantize op and return the result tensor
+ * @discussion Convert the i8 or u8 `tensor` to a float tensor by applying a scale + bias transform:
+ * result = scaleTensor * (tensor - zeroPointTensor)
+ *
+ * @param tensor Input tensor to be dequantized
+ * @param scaleTensor Scale scalar or 1D Tensor parameter with size == tensor.shape[axis]
+ * @param zeroPointTensor Bias scalar or 1D Tensor parameter with size == tensor.shape[axis]
+ * @param dataType Float data type of the result tensor
+ * @param axis Axis on which the scale 1D value is being broadcasted
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor array of datatype dataType
+ */
+-(MPSGraphTensor*) dequantizeTensor:(MPSGraphTensor*)tensor
+ scaleTensor:(MPSGraphTensor*)scaleTensor
+ zeroPointTensor:(MPSGraphTensor*)zeroPointTensor
+ dataType:(MPSDataType)dataType
+ axis:(NSInteger)axis
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2))
+MPS_SWIFT_NAME( dequantize(_:scaleTensor:zeroPointTensor:dataType:axis:name:) );
+
+@end
+
+
+NS_ASSUME_NONNULL_END
+
+#endif /* MPSGraphQuantizationOps_h */
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphResizeOps.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphResizeOps.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphResizeOps.h 2022-10-06 13:21:15
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphResizeOps.h 2023-02-11 22:22:05
@@ -23,6 +23,8 @@
MPSGraphResizeNearestRoundingModeRoundPreferFloor MPS_ENUM_AVAILABLE_STARTING(macos(13.0), ios(16.0), tvos(16.0)) = 1L,
MPSGraphResizeNearestRoundingModeCeil MPS_ENUM_AVAILABLE_STARTING(macos(13.0), ios(16.0), tvos(16.0)) = 2L,
MPSGraphResizeNearestRoundingModeFloor MPS_ENUM_AVAILABLE_STARTING(macos(13.0), ios(16.0), tvos(16.0)) = 3L,
+ MPSGraphResizeNearestRoundingModeRoundToEven MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 4L,
+ MPSGraphResizeNearestRoundingModeRoundToOdd MPS_ENUM_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3)) = 5L,
};
MPS_CLASS_AVAILABLE_STARTING(macos(11.0), ios(14.0), tvos(14.0))
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h 1969-12-31 19:00:00
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h 2023-02-11 22:22:05
@@ -0,0 +1,86 @@
+//
+// MPSGraphSampleGrid.h
+// MPSGraph
+//
+// Created on 10/3/22.
+// Copyright © 2022 Apple Inc. All rights reserved.
+//
+
+#ifndef MPSGraphSampleGrid_h
+#define MPSGraphSampleGrid_h
+
+NS_ASSUME_NONNULL_BEGIN
+
+@interface MPSGraph(MPSGraphSampleGrid)
+
+/*!
+ * @abstract Samples a tensor using the coordinates provided.
+ * @discussion Given an input tensor (N, H1, W1, C) or (N, C, H1, W1) and coordinates tensor (N, H2, W2, 2) this operation outputs a tensor of
+ * size (N, H2, W2, C) or (N, C, H2, W2) by sampling the input tensor at the coordinates provided by the coordinates tensor.
+ *
+ * @param source Tensor containing source data
+ * @param coordinates a tensor (N, Hout, Wout, 2) that contains the coordinates of the samples in the source tensor
+ * that constitute the output tensor.
+ * @param layout Specifies what layout the provided tensor is in. The returned tensor will follow the same layout.
+ * Valid layouts are NHWC and NCHW.
+ * @param normalizeCoordinates If true, coordinates are within [-1, 1] x [-1, 1] otherwise they are in pixels in the input tensor.
+ * @param relativeCoordinates If true, coordinates are relative to the postion of the pixel in the output tensor and scaled back to the input tensor size
+ * @param alignCorners If true, coordinate extrema are equal to the center of edge pixels, otherwise extrema are equal to outer edge of edge pixels
+ * @param paddingMode determines how samples outside the inputTensor are evaluated (only constant, reflect, symmetric and clampToEdge are supported)
+ * @param samplingMode Can be either MPSGraphResizeNearest or MPSGraphResizeBilinear. Nearest sampling will use roundPreferCeil.
+ * @param constantValue If paddingMode is MPSGraphPaddingModeConstant, then this constant is used for samples outside
+ * the input tensor.
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) sampleGridWithSourceTensor:(MPSGraphTensor *) source
+ coordinateTensor:(MPSGraphTensor *) coordinates
+ layout:(MPSGraphTensorNamedDataLayout) layout
+ normalizeCoordinates:(BOOL) normalizeCoordinates
+ relativeCoordinates:(BOOL) relativeCoordinates
+ alignCorners:(BOOL) alignCorners
+ paddingMode:(MPSGraphPaddingMode) paddingMode
+ samplingMode:(MPSGraphResizeMode) samplingMode
+ constantValue:(double) constantValue
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2));
+
+/*!
+ * @abstract Samples a tensor using the coordinates provided, using nearest neighbor sampling with specified rounding mode.
+ * @discussion Given an input tensor (N, H1, W1, C) or (N, C, H1, W1) and coordinates tensor (N, H2, W2, 2) this operation outputs a tensor of
+ * size (N, H2, W2, C) or (N, C, H2, W2) by sampling the input tensor at the coordinates provided by the coordinates tensor.
+ *
+ * @param source Tensor containing source data
+ * @param coordinates a tensor (N, Hout, Wout, 2) that contains the coordinates of the samples in the source tensor
+ * that constitute the output tensor.
+ * @param layout Specifies what layout the provided tensor is in. The returned tensor will follow the same layout.
+ * Valid layouts are NHWC and NCHW.
+ * @param normalizeCoordinates If true, coordinates are within [-1, 1] x [-1, 1] otherwise they are in pixels in the input tensor.
+ * @param relativeCoordinates If true, coordinates are relative to the postion of the pixel in the output tensor and scaled back to the input tensor size
+ * @param alignCorners If true, coordinate extrema are equal to the center of edge pixels, otherwise extrema are equal to outer edge of edge pixels
+ * @param paddingMode determines how samples outside the inputTensor are evaluated (only constant, reflect, symmetric and clampToEdge are supported)
+ * @param nearestRoundingMode The rounding mode to use for determining the nearest neighbor. Valid modes are roundPreferCeil, roundPreferFloor, ceil, and floor.
+ * @param constantValue If paddingMode is MPSGraphPaddingModeConstant, then this constant is used for samples outside
+ * the input tensor.
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+-(MPSGraphTensor *) sampleGridWithSourceTensor:(MPSGraphTensor *) source
+ coordinateTensor:(MPSGraphTensor *) coordinates
+ layout:(MPSGraphTensorNamedDataLayout) layout
+ normalizeCoordinates:(BOOL) normalizeCoordinates
+ relativeCoordinates:(BOOL) relativeCoordinates
+ alignCorners:(BOOL) alignCorners
+ paddingMode:(MPSGraphPaddingMode) paddingMode
+ nearestRoundingMode:(MPSGraphResizeNearestRoundingMode) nearestRoundingMode
+ constantValue:(double) constantValue
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.1), ios(16.2), tvos(16.2));
+
+@end
+
+NS_ASSUME_NONNULL_END
+
+#endif /* MPSGraphSampleGrid_h */
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorData.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorData.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorData.h 2022-11-10 19:18:35
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorData.h 2023-02-12 14:10:49
@@ -130,7 +130,7 @@
/*! @abstract Initialize an MPSGraphTensorData with an MPSImage batch, the dataLayout used will be NHWC,
* call a transpose or permute to change to a layout of your choice.
- * @param imageBatch The device on which the kernel will run
+ * @param imageBatch The device on which the kernel will run, unorm8 and unorm16 images will create a float32 tensorData
* @return A valid MPSGraphTensorData, or nil if allocation failure.
*/
-(instancetype) initWithMPSImageBatch:(MPSImageBatch *) imageBatch
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h 2022-11-10 19:18:36
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h 2023-02-11 16:43:29
@@ -560,6 +560,24 @@
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0));
/*!
+ * @abstract Create reinterpret cast op and return the result tensor
+ * @discussion Returns input tensor (with element type `tensor_type`) reinterpreted to element type `type`
+ * passed in with the last dimension scaled by `sizeof(tensor_type) / sizeof(type)`.
+ * This operation is endianness agnostic and data will be reinterpreted with the endianness of the
+ * system.
+ *
+ * @param tensor Input tensor
+ * @param type The element type of the returned tensor.
+ * @param name The name for the operation
+ *
+ * @return A valid MPSGraphTensor object
+ */
+- (MPSGraphTensor *)reinterpretCastTensor:(MPSGraphTensor *)tensor
+ toType:(MPSDataType)type
+ name:(NSString *_Nullable)name
+MPS_AVAILABLE_STARTING(macos(13.2), ios(16.3), tvos(16.3));
+
+/*!
* @abstract Create stack op and return the result
* @discussion Stacks all input tensors along `axis` into a result tensor of rank + 1. Tensors must be broadcast
* compatible along all dimensions, and have the same type.
diff -ruN /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h
--- /Applications/Xcode_14.2.0.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h 2022-11-12 06:15:44
+++ /Applications/Xcode_14.3.0-beta.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h 2023-02-10 11:09:45
@@ -27,10 +27,12 @@
#import <MetalPerformanceShadersGraph/MPSGraphOneHotOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphOptimizerOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphPoolingOps.h>
+#import <MetalPerformanceShadersGraph/MPSGraphQuantizationOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphRandomOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphReductionOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphResizeOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphRNNOps.h>
+#import <MetalPerformanceShadersGraph/MPSGraphSampleGridOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphScatterNDOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphSortOps.h>
#import <MetalPerformanceShadersGraph/MPSGraphSparseOps.h>
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