MetalPerformanceShadersGraph macOS xcode14.1 b3
Israel Soto edited this page Sep 27, 2022
·
1 revision
#MetalPerformanceShadersGraph.framework
diff -ruN /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h
--- /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h 2022-09-07 13:40:09.000000000 -0500
+++ /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h 2022-09-23 14:00:56.000000000 -0500
@@ -91,8 +91,9 @@
typedef void (^MPSGraphCompletionHandler)(MPSGraphTensorDataDictionary * resultsDictionary,
NSError * _Nullable error);
-/*! @abstract A notification when graph execution: has finished
+/*! @abstract A notification when graph execution: has been scheduled
* @param resultsDictionary If no error, the results dictionary produced by the graph operation.
+ * If Graph has not yet allocated the results will be NSNull
* @param error If an error occurs, more information might be found here.
*/
typedef void (^MPSGraphScheduledHandler)(MPSGraphTensorDataDictionary * resultsDictionary,
diff -ruN /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphArithmeticOps.h /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphArithmeticOps.h
--- /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphArithmeticOps.h 2022-09-07 13:40:09.000000000 -0500
+++ /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphArithmeticOps.h 2022-09-21 15:18:52.000000000 -0500
@@ -161,6 +161,32 @@
MPS_SWIFT_NAME( truncate(_:name:) )
MPS_AVAILABLE_STARTING(macos(13.0), ios(16.0), tvos(16.0));
+/*!
+ * @abstract Return bitwise not of tensor, takes in only integer dataTypes
+ *
+ * @param tensor input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseNOTWithTensor:(MPSGraphTensor *) tensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseNOT(_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Return population count of a tensor, takes in only integer dataTypes
+ *
+ * @param tensor input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwisePopulationCountWithTensor:(MPSGraphTensor *) tensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwisePopulationCount(_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
#pragma mark - BinaryArithmeticOps
/*!
@@ -394,7 +420,80 @@
secondaryTensor:(MPSGraphTensor *) secondaryTensor
name:(NSString * _Nullable) name;
+/*!
+ * @abstract Return bitwise AND of binary representations of 2 integer tensors
+ *
+ * @param primaryTensor primary input tensor, must be integer dataType
+ * @param secondaryTensor secondary input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseANDWithPrimaryTensor:(MPSGraphTensor *) primaryTensor
+ secondaryTensor:(MPSGraphTensor *) secondaryTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseAND(_:_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+/*!
+ * @abstract Return bitwise OR of binary representations of 2 integer tensors
+ *
+ * @param primaryTensor primary input tensor, must be integer dataType
+ * @param secondaryTensor secondary input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseORWithPrimaryTensor:(MPSGraphTensor *) primaryTensor
+ secondaryTensor:(MPSGraphTensor *) secondaryTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseOR(_:_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Return bitwise XOR of binary representations of 2 integer tensors
+ *
+ * @param primaryTensor primary input tensor, must be integer dataType
+ * @param secondaryTensor secondary input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseXORWithPrimaryTensor:(MPSGraphTensor *) primaryTensor
+ secondaryTensor:(MPSGraphTensor *) secondaryTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseXOR(_:_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Return bitwise left shifted binary representations of primary integer tensor by secondary tensor amount
+ *
+ * @param primaryTensor primary input tensor, must be integer dataType
+ * @param secondaryTensor secondary input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseLeftShiftWithPrimaryTensor:(MPSGraphTensor *) primaryTensor
+ secondaryTensor:(MPSGraphTensor *) secondaryTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseLeftShift(_:_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Return bitwise right shifted binary representations of primary integer tensor by secondary tensor amount
+ *
+ * @param primaryTensor primary input tensor, must be integer dataType
+ * @param secondaryTensor secondary input tensor, must be integer dataType
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) bitwiseRightShiftWithPrimaryTensor:(MPSGraphTensor *) primaryTensor
+ secondaryTensor:(MPSGraphTensor *) secondaryTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( bitwiseRightShift(_:_:name:) )
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
#pragma mark - TernaryArithmeticOps
diff -ruN /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h
--- /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h 2022-09-07 13:40:08.000000000 -0500
+++ /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphExecutable.h 2022-09-22 09:18:56.000000000 -0500
@@ -14,14 +14,14 @@
NS_ASSUME_NONNULL_BEGIN
/*! @abstract A notification when graph executable execution: has finished
- * @param results If no error, the results produced by the graph operation.
+ * @param results If no error, the results produced by the graph operation. If Graph has not yet allocated the results this will be NSNull
* @param error If an error occurs, more information might be found here.
*/
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0))
typedef void (^MPSGraphExecutableCompletionHandler)(NSArray<MPSGraphTensorData *> * results,
NSError * _Nullable error);
-/*! @abstract A notification when graph executable execution: has finished
+/*! @abstract A notification when graph executable execution: has been scheduled
* @param results If no error, the results produced by the graph operation.
* @param error If an error occurs, more information might be found here.
*/
@@ -124,7 +124,7 @@
/*!
* @abstract Runs the graph for given feeds to return targetTensor values, ensuring all target operations also executed.
- * This call is asynchronous and will return immediately if a completionHandler is set.
+ * This call is asynchronous and will return immediately.
*
* @param commandQueue CommandQueue passed to exectute the graph on
* @param inputsArray Feeds tensorData for the placeholder tensors, same order as arguments of main function
@@ -141,7 +141,7 @@
/*!
* @abstract Runs the graph for given feeds to return targetTensor values, ensuring all target operations also executed.
- * This call is asynchronous and will return immediately if a completionHandler is set.
+ * This call is asynchronous and will return immediately after finishing encoding.
*
* @param commandBuffer commandBuffer passed to exectute the graph on, commitAndContinue might be called, please don't rely on underlying MTLCommandBuffer to remain uncommitted
* @param inputsArray Feeds tensorData for the placeholder tensors, same order as arguments of main function
diff -ruN /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSortOps.h /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSortOps.h
--- /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSortOps.h 2022-09-07 13:40:09.000000000 -0500
+++ /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphSortOps.h 2022-09-21 15:18:51.000000000 -0500
@@ -80,8 +80,76 @@
MPS_SWIFT_NAME( sort(_:axisTensor:name:))
MPS_AVAILABLE_STARTING(macos(13.0), ios(16.0), tvos(16.0));
+/*!
+ * @abstract Create an argSort operation and return the result tensor of signed
+ * 32-bit integers.
+ *
+ * @param tensor input tensor
+ * @param axis the tensor dimension over which the sort occurs
+ * @param descending whether or not to sort in descending order
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) argSortWithTensor:(MPSGraphTensor *) tensor
+ axis:(NSInteger) axis
+ descending:(BOOL) descending
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( argSort(_:axis:descending:name:))
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Create an argSort operation and return the result tensor of signed
+ * 32-bit integers.
+ *
+ * @param tensor input tensor
+ * @param axisTensor the tensor dimension over which the sort occurs
+ * @param descending whether or not to sort in descending order
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) argSortWithTensor:(MPSGraphTensor *) tensor
+ axisTensor:(MPSGraphTensor *) axisTensor
+ descending:(BOOL) descending
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( argSort(_:axisTensor:descending:name:))
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Create an argSort operation and return the result tensor of signed
+ * 32-bit integers.
+ *
+ * @param tensor input tensor
+ * @param axis the tensor dimension over which the sort occurs
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) argSortWithTensor:(MPSGraphTensor *) tensor
+ axis:(NSInteger) axis
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( argSort(_:axis:name:))
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
+/*!
+ * @abstract Create an argSort operation and return the result tensor of signed
+ * 32-bit integers.
+ *
+ * @param tensor input tensor
+ * @param axisTensor the tensor dimension over which the sort occurs
+ * @param name name for the operation
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *) argSortWithTensor:(MPSGraphTensor *) tensor
+ axisTensor:(MPSGraphTensor *) axisTensor
+ name:(NSString * _Nullable) name
+MPS_SWIFT_NAME( argSort(_:axisTensor:name:))
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1));
+
@end
NS_ASSUME_NONNULL_END
-#endif /* MPSGraphSortOps_h */
+#endif /* MPSGraphArgSortOps_h */
diff -ruN /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h
--- /Applications/Xcode_14.1.0-beta2.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h 2022-09-07 13:40:09.000000000 -0500
+++ /Applications/Xcode_14.1.0-beta3.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraphTensorShapeOps.h 2022-09-22 09:18:58.000000000 -0500
@@ -245,16 +245,38 @@
rightPadding:(MPSShape *) rightPadding
name:(NSString * _Nullable) name;
+/*!
+ * @abstract Create space-to-depth2d op and return the result tensor
+ * @discussion This operation outputs a copy of the `input` tensor, where values from the
+ * `widthAxis` and `heightAxis` dimensions are moved in spatial blocks of size
+ * `blockSize` to the `depthAxis` dimension. `usePixelShuffleOrder` can be
+ * used to control how the data within spatial blocks is ordered in the
+ * `depthAxis` dimension: with `usePixelShuffleOrder=YES` the values within the
+ * spatial blocks are stored contiguosly within the `depthAxis` dimension whereas
+ * otherwise they are stored interleaved with existing values in the `depthAxis`
+ * dimension.
+ * This operation is the inverse of `depthToSpace2D`.
+ *
+ * @param tensor The input tensor.
+ * @param widthAxis Axis that defines the fastest running dimension within the block.
+ * @param heightAxis Axis that defines the 2nd fastest running dimension within the block.
+ * @param depthAxis Axis that defines the destination dimension, where to copy the blocks.
+ * @param blockSize Size of the square spatial sub-block.
+ * @param usePixelShuffleOrder Controls layout of the sub-blocks within the depth dimension.
+ * @param name The name for the operation.
+ *
+ * @return A valid MPSGraphTensor object
+ */
-(MPSGraphTensor *)spaceToDepth2DTensor:(MPSGraphTensor *) tensor
- widthAxisTensor:(MPSGraphTensor *) widthAxisTensor
- heightAxisTensor:(MPSGraphTensor *) heightAxisTensor
- depthAxisTensor:(MPSGraphTensor *) depthAxisTensor
- blockSize:(NSUInteger)blockSize
+ widthAxis:(NSUInteger) widthAxis
+ heightAxis:(NSUInteger) heightAxis
+ depthAxis:(NSUInteger) depthAxis
+ blockSize:(NSUInteger) blockSize
usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
name:(NSString * _Nullable) name
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0));
--(MPSGraphTensor *)depthToSpace2DTensor:(MPSGraphTensor *) tensor
+-(MPSGraphTensor *)spaceToDepth2DTensor:(MPSGraphTensor *) tensor
widthAxisTensor:(MPSGraphTensor *) widthAxisTensor
heightAxisTensor:(MPSGraphTensor *) heightAxisTensor
depthAxisTensor:(MPSGraphTensor *) depthAxisTensor
@@ -263,7 +285,29 @@
name:(NSString * _Nullable) name
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0));
--(MPSGraphTensor *)spaceToDepth2DTensor:(MPSGraphTensor *) tensor
+/*!
+ * @abstract Create depth-to-space2d op and return the result tensor
+ * @discussion This operation outputs a copy of the input tensor, where values from the
+ * `depthAxis` dimension are moved in spatial blocks of size `blockSize` to the
+ * `heightAxis` and `widthAxis` dimensions. `usePixelShuffleOrder` can be
+ * used to control how the data within spatial blocks is ordered in the
+ * `depthAxis` dimension: with `usePixelShuffleOrder = YES` the values within the
+ * spatial block are stored contiguosly within the `depthAxis` dimension whereas
+ * without it they are stored interleaved with existing values in the `depthAxisTensor`
+ * dimension.
+ * This operation is the inverse of `spaceToDepth2D`
+ *
+ * @param tensor The input tensor.
+ * @param widthAxis Axis that defines the fastest running dimension within the block.
+ * @param heightAxis Axis that defines the 2nd fastest running dimension within the block.
+ * @param depthAxis Axis that defines the source dimension, from which to copy the blocks.
+ * @param blockSize Size of the square spatial sub-block.
+ * @param usePixelShuffleOrder Controls layout of the sub-blocks within the depth dimension.
+ * @param name The name for the operation.
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *)depthToSpace2DTensor:(MPSGraphTensor *) tensor
widthAxis:(NSUInteger) widthAxis
heightAxis:(NSUInteger) heightAxis
depthAxis:(NSUInteger) depthAxis
@@ -273,15 +317,97 @@
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0));
-(MPSGraphTensor *)depthToSpace2DTensor:(MPSGraphTensor *) tensor
- widthAxis:(NSUInteger) widthAxis
- heightAxis:(NSUInteger) heightAxis
- depthAxis:(NSUInteger) depthAxis
+ widthAxisTensor:(MPSGraphTensor *) widthAxisTensor
+ heightAxisTensor:(MPSGraphTensor *) heightAxisTensor
+ depthAxisTensor:(MPSGraphTensor *) depthAxisTensor
blockSize:(NSUInteger)blockSize
usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
name:(NSString * _Nullable) name
MPS_AVAILABLE_STARTING(macos(12.0), ios(15.0), tvos(15.0));
/*!
+ * @abstract Create space-to-batch op and return the result tensor.
+ * @discussion This operation outputs a copy of the `input` tensor, where values from the
+ * `spatialAxes` (for `usePixelShuffleOrder=YES`1,2 or 3 axes supported, otherwise
+ * limited only by MPSNDArray rank limitations) dimensions are moved in spatial blocks with
+ * rectangular size defined by `blockDimensions` to the `batchAxis` dimension.
+ * `usePixelShuffleOrder` can be used to control how the data within spatial blocks is ordered
+ * in the `batchAxis` dimension: with `usePixelShuffleOrder=YES` the values within the
+ * spatial blocks are stored contiguosly within the `batchAxis` dimension whereas
+ * otherwise they are stored interleaved with existing values in the `batchAxis`
+ * dimension.
+ * Note: This operation is the inverse of `batchToSpace`.
+ * Note: This operation is a generalization of `depthToSpace2D`.
+ *
+ * @param tensor The input tensor.
+ * @param spatialAxes Axes that define the dimensions containing the spatial blocks.
+ * @param batchAxis Axis that defines the destination dimension, where to copy the blocks.
+ * @param blockDimensions Defines the size of the rectangular spatial sub-block.
+ * @param usePixelShuffleOrder Controls layout of the sub-blocks within the batch dimension.
+ * @param name The name for the operation.
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *)spaceToBatchTensor:(MPSGraphTensor *) tensor
+ spatialAxes:(NSArray<NSNumber *> *) spatialAxes
+ batchAxis:(NSInteger) batchAxis
+ blockDimensions:(NSArray<NSNumber *> *) blockDimensions
+ usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1))
+MPS_SWIFT_NAME( spaceToBatch(_:spatialAxes:batchAxis:blockDimensions:usePixelShuffleOrder:name:));
+
+-(MPSGraphTensor *)spaceToBatchTensor:(MPSGraphTensor *) tensor
+ spatialAxesTensor:(MPSGraphTensor *) spatialAxesTensor
+ batchAxisTensor:(MPSGraphTensor *) batchAxisTensor
+ blockDimensionsTensor:(MPSGraphTensor *) blockDimensionsTensor
+ usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1))
+MPS_SWIFT_NAME( spaceToBatch(_:spatialAxesTensor:batchAxisTensor:blockDimensionsTensor:usePixelShuffleOrder:name:));
+
+/*!
+ * @abstract Create a batch-to-space3d op and return the result tensor.
+ * @discussion This operation outputs a copy of the input tensor, where values from the
+ * `batchAxis` dimension are moved in spatial blocks of size `blockDimensions` to the
+ * `spatialAxes` dimensions (for `usePixelShuffleOrder=YES`1,2 or 3 axes supported,
+ * otherwise limited only by MPSNDArray rank limitations). `usePixelShuffleOrder`
+ * can be used to control how the data within spatial blocks is ordered in the
+ * `batchAxis` dimension: with `usePixelShuffleOrder = YES` the values within the
+ * spatial block are stored contiguosly within the `batchAxis` dimension whereas
+ * without it they are stored interleaved with existing values in the `batchAxis`
+ * dimension.
+ * Note: This operation is the inverse of `spaceToBatch`.
+ * Note: This operation is a generalization of `depthToSpace2D`.
+ *
+ * @param tensor The input tensor.
+ * @param spatialAxes Axes that define the dimensions containing the spatial blocks.
+ * @param batchAxis Axis that defines the source dimension, from which to copy the blocks.
+ * @param blockDimensions Defines the size of the rectangular spatial sub-block.
+ * @param usePixelShuffleOrder Controls layout of the sub-blocks within the batch dimension.
+ * @param name The name for the operation.
+ *
+ * @return A valid MPSGraphTensor object.
+ */
+-(MPSGraphTensor *)batchToSpaceTensor:(MPSGraphTensor *) tensor
+ spatialAxes:(NSArray<NSNumber *> *) spatialAxes
+ batchAxis:(NSInteger) batchAxis
+ blockDimensions:(NSArray<NSNumber *> *) blockDimensions
+ usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1))
+MPS_SWIFT_NAME( batchToSpace(_:spatialAxes:batchAxis:blockDimensions:usePixelShuffleOrder:name:));
+
+-(MPSGraphTensor *)batchToSpaceTensor:(MPSGraphTensor *) tensor
+ spatialAxesTensor:(MPSGraphTensor *) spatialAxesTensor
+ batchAxisTensor:(MPSGraphTensor *) batchAxisTensor
+ blockDimensionsTensor:(MPSGraphTensor *) blockDimensionsTensor
+ usePixelShuffleOrder:(BOOL)usePixelShuffleOrder
+ name:(NSString * _Nullable) name
+MPS_AVAILABLE_STARTING(macos(13.0), ios(16.1), tvos(16.1))
+MPS_SWIFT_NAME( batchToSpace(_:spatialAxesTensor:batchAxisTensor:blockDimensionsTensor:usePixelShuffleOrder:name:));
+
+/*!
* @abstract Create reverse op and return the result tensor
* @discussion Reverses a tensor on given axes
* https://www.tensorflow.org/api_docs/python/tf/reverse.
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