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MetalPerformanceShadersGraph iOS xcode14.2 rc
Alex Soto edited this page Dec 7, 2022
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1 revision
#MetalPerformanceShadersGraph.framework
diff -ruN /Applications/Xcode_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h
--- /Applications/Xcode_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h 1969-12-31 19:00:00.000000000 -0500
+++ /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphQuantizationOps.h 2022-11-10 19:16:14.000000000 -0500
@@ -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_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h
--- /Applications/Xcode_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h 1969-12-31 19:00:00.000000000 -0500
+++ /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSampleGridOps.h 2022-11-10 19:18:36.000000000 -0500
@@ -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_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h
--- /Applications/Xcode_14.1.0.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h 2022-09-30 06:41:44.000000000 -0400
+++ /Applications/Xcode_14.2.0-rc.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MetalPerformanceShadersGraph.h 2022-11-06 15:49:23.000000000 -0500
@@ -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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