pub struct MPSGraphDepthwiseConvolution2DOpDescriptor { /* private fields */ }
MPSGraphCore
and MPSGraphDepthwiseConvolutionOps
only.Expand description
A class that defines the parameters for a 2D-depthwise convolution operation.
An MPSGraphDepthwiseConvolution2DOpDescriptor
defines constant parameters for 2D-depthwise convolutions.
Use this class with MPSGraph/depthwiseConvolution2DWithSourceTensor:weightsTensor:descriptor:name:
,
MPSGraph/depthwiseConvolution2DDataGradientWithIncomingGradientTensor:weightsTensor:outputShape:descriptor:name:
,
and MPSGraph/depthwiseConvolution2DWeightsGradientWithIncomingGradientTensor:sourceTensor:outputShape:descriptor:name:
methods.
See also Apple’s documentation
Implementations§
Source§impl MPSGraphDepthwiseConvolution2DOpDescriptor
impl MPSGraphDepthwiseConvolution2DOpDescriptor
Sourcepub unsafe fn strideInX(&self) -> NSUInteger
pub unsafe fn strideInX(&self) -> NSUInteger
The stride for the x dimension.
Default value: 1.
Sourcepub unsafe fn setStrideInX(&self, stride_in_x: NSUInteger)
pub unsafe fn setStrideInX(&self, stride_in_x: NSUInteger)
Setter for strideInX
.
Sourcepub unsafe fn strideInY(&self) -> NSUInteger
pub unsafe fn strideInY(&self) -> NSUInteger
The stride for the y dimension.
Default value: 1.
Sourcepub unsafe fn setStrideInY(&self, stride_in_y: NSUInteger)
pub unsafe fn setStrideInY(&self, stride_in_y: NSUInteger)
Setter for strideInY
.
Sourcepub unsafe fn dilationRateInX(&self) -> NSUInteger
pub unsafe fn dilationRateInX(&self) -> NSUInteger
The dilation rate for the x dimension.
Default value: 1.
Sourcepub unsafe fn setDilationRateInX(&self, dilation_rate_in_x: NSUInteger)
pub unsafe fn setDilationRateInX(&self, dilation_rate_in_x: NSUInteger)
Setter for dilationRateInX
.
Sourcepub unsafe fn dilationRateInY(&self) -> NSUInteger
pub unsafe fn dilationRateInY(&self) -> NSUInteger
The dilation rate for the y dimension.
Default value: 1.
Sourcepub unsafe fn setDilationRateInY(&self, dilation_rate_in_y: NSUInteger)
pub unsafe fn setDilationRateInY(&self, dilation_rate_in_y: NSUInteger)
Setter for dilationRateInY
.
Sourcepub unsafe fn paddingLeft(&self) -> NSUInteger
pub unsafe fn paddingLeft(&self) -> NSUInteger
The explicit padding value for the x dimension the operation adds before the data.
Default value: 0.
Sourcepub unsafe fn setPaddingLeft(&self, padding_left: NSUInteger)
pub unsafe fn setPaddingLeft(&self, padding_left: NSUInteger)
Setter for paddingLeft
.
Sourcepub unsafe fn paddingRight(&self) -> NSUInteger
pub unsafe fn paddingRight(&self) -> NSUInteger
The explicit padding value for the x dimension operation adds after the data.
Default value: 0.
Sourcepub unsafe fn setPaddingRight(&self, padding_right: NSUInteger)
pub unsafe fn setPaddingRight(&self, padding_right: NSUInteger)
Setter for paddingRight
.
Sourcepub unsafe fn paddingTop(&self) -> NSUInteger
pub unsafe fn paddingTop(&self) -> NSUInteger
The explicit padding value for the y dimension operation adds before the data.
Default value: 0.
Sourcepub unsafe fn setPaddingTop(&self, padding_top: NSUInteger)
pub unsafe fn setPaddingTop(&self, padding_top: NSUInteger)
Setter for paddingTop
.
Sourcepub unsafe fn paddingBottom(&self) -> NSUInteger
pub unsafe fn paddingBottom(&self) -> NSUInteger
The explicit padding value for the y dimension operation adds after the data.
Default value: 0.
Sourcepub unsafe fn setPaddingBottom(&self, padding_bottom: NSUInteger)
pub unsafe fn setPaddingBottom(&self, padding_bottom: NSUInteger)
Setter for paddingBottom
.
Sourcepub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle
pub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle
The padding style for the operation.
Default value is MPSGraphPaddingStyleExplicit
.
Sourcepub unsafe fn setPaddingStyle(&self, padding_style: MPSGraphPaddingStyle)
pub unsafe fn setPaddingStyle(&self, padding_style: MPSGraphPaddingStyle)
Setter for paddingStyle
.
Sourcepub unsafe fn dataLayout(&self) -> MPSGraphTensorNamedDataLayout
pub unsafe fn dataLayout(&self) -> MPSGraphTensorNamedDataLayout
The data layout of the input data in the forward pass.
See: MPSGraphTensorNamedDataLayout
.
Sourcepub unsafe fn setDataLayout(&self, data_layout: MPSGraphTensorNamedDataLayout)
pub unsafe fn setDataLayout(&self, data_layout: MPSGraphTensorNamedDataLayout)
Setter for dataLayout
.
Sourcepub unsafe fn weightsLayout(&self) -> MPSGraphTensorNamedDataLayout
pub unsafe fn weightsLayout(&self) -> MPSGraphTensorNamedDataLayout
The data layout of the weights.
NOTE: ‘O’ index is channel multiplier index. See: MPSGraphTensorNamedDataLayout
.
Sourcepub unsafe fn setWeightsLayout(
&self,
weights_layout: MPSGraphTensorNamedDataLayout,
)
pub unsafe fn setWeightsLayout( &self, weights_layout: MPSGraphTensorNamedDataLayout, )
Setter for weightsLayout
.
Sourcepub unsafe fn descriptorWithStrideInX_strideInY_dilationRateInX_dilationRateInY_paddingLeft_paddingRight_paddingTop_paddingBottom_paddingStyle_dataLayout_weightsLayout(
stride_in_x: NSUInteger,
stride_in_y: NSUInteger,
dilation_rate_in_x: NSUInteger,
dilation_rate_in_y: NSUInteger,
padding_left: NSUInteger,
padding_right: NSUInteger,
padding_top: NSUInteger,
padding_bottom: NSUInteger,
padding_style: MPSGraphPaddingStyle,
data_layout: MPSGraphTensorNamedDataLayout,
weights_layout: MPSGraphTensorNamedDataLayout,
) -> Option<Retained<Self>>
pub unsafe fn descriptorWithStrideInX_strideInY_dilationRateInX_dilationRateInY_paddingLeft_paddingRight_paddingTop_paddingBottom_paddingStyle_dataLayout_weightsLayout( stride_in_x: NSUInteger, stride_in_y: NSUInteger, dilation_rate_in_x: NSUInteger, dilation_rate_in_y: NSUInteger, padding_left: NSUInteger, padding_right: NSUInteger, padding_top: NSUInteger, padding_bottom: NSUInteger, padding_style: MPSGraphPaddingStyle, data_layout: MPSGraphTensorNamedDataLayout, weights_layout: MPSGraphTensorNamedDataLayout, ) -> Option<Retained<Self>>
Creates a 2D-depthwise convolution descriptor with given values.
- Parameters:
- strideInX: See
strideInX
property. - strideInY: See
strideInY
property. - dilationRateInX: See
dilationRateInX
property. - dilationRateInY: See
dilationRateInY
property. - paddingLeft: See
paddingLeft
property. - paddingRight: See
paddingRight
property. - paddingTop: See
paddingTop
property. - paddingBottom: See
paddingBottom
property. - paddingStyle: See
paddingStyle
property. - dataLayout: See
dataLayout
property. - weightsLayout: See
weightsLayout
property. - Returns: The descriptor on autoreleasepool.
Sourcepub unsafe fn descriptorWithDataLayout_weightsLayout(
data_layout: MPSGraphTensorNamedDataLayout,
weights_layout: MPSGraphTensorNamedDataLayout,
) -> Option<Retained<Self>>
pub unsafe fn descriptorWithDataLayout_weightsLayout( data_layout: MPSGraphTensorNamedDataLayout, weights_layout: MPSGraphTensorNamedDataLayout, ) -> Option<Retained<Self>>
Creates a 2D-depthwise convolution descriptor with given properties and default values.
- Parameters:
- dataLayout: See
dataLayout
property. - weightsLayout: See
weightsLayout
property. - Returns: The descriptor on autoreleasepool.
Sourcepub unsafe fn setExplicitPaddingWithPaddingLeft_paddingRight_paddingTop_paddingBottom(
&self,
padding_left: NSUInteger,
padding_right: NSUInteger,
padding_top: NSUInteger,
padding_bottom: NSUInteger,
)
pub unsafe fn setExplicitPaddingWithPaddingLeft_paddingRight_paddingTop_paddingBottom( &self, padding_left: NSUInteger, padding_right: NSUInteger, padding_top: NSUInteger, padding_bottom: NSUInteger, )
Sets the explicit padding values.
Note: this method also sets paddingStyle
to MPSGraphPaddingStyleExplicit
(see MPSGraphPaddingStyle
).
- Parameters:
- paddingLeft: See
paddingLeft
property. - paddingRight: See
paddingRight
property. - paddingTop: See
paddingTop
property. - paddingBottom: See
paddingBottom
property.
Methods from Deref<Target = NSObject>§
Sourcepub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
pub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
Handle messages the object doesn’t recognize.
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pub fn class(&self) -> &'static AnyClass
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👎Deprecated: this is difficult to use correctly, use Ivar::load
instead.
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Trait Implementations§
Source§impl AsRef<MPSGraphDepthwiseConvolution2DOpDescriptor> for MPSGraphDepthwiseConvolution2DOpDescriptor
impl AsRef<MPSGraphDepthwiseConvolution2DOpDescriptor> for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§impl AsRef<MPSGraphObject> for MPSGraphDepthwiseConvolution2DOpDescriptor
impl AsRef<MPSGraphObject> for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§fn as_ref(&self) -> &MPSGraphObject
fn as_ref(&self) -> &MPSGraphObject
Source§impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution2DOpDescriptor
impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§fn borrow(&self) -> &MPSGraphObject
fn borrow(&self) -> &MPSGraphObject
Source§impl ClassType for MPSGraphDepthwiseConvolution2DOpDescriptor
impl ClassType for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§const NAME: &'static str = "MPSGraphDepthwiseConvolution2DOpDescriptor"
const NAME: &'static str = "MPSGraphDepthwiseConvolution2DOpDescriptor"
Source§type Super = MPSGraphObject
type Super = MPSGraphObject
Source§type ThreadKind = <<MPSGraphDepthwiseConvolution2DOpDescriptor as ClassType>::Super as ClassType>::ThreadKind
type ThreadKind = <<MPSGraphDepthwiseConvolution2DOpDescriptor as ClassType>::Super as ClassType>::ThreadKind
Source§impl CopyingHelper for MPSGraphDepthwiseConvolution2DOpDescriptor
impl CopyingHelper for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§type Result = MPSGraphDepthwiseConvolution2DOpDescriptor
type Result = MPSGraphDepthwiseConvolution2DOpDescriptor
Self
if the type has no
immutable counterpart. Read moreSource§impl NSCopying for MPSGraphDepthwiseConvolution2DOpDescriptor
impl NSCopying for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§impl NSObjectProtocol for MPSGraphDepthwiseConvolution2DOpDescriptor
impl NSObjectProtocol for MPSGraphDepthwiseConvolution2DOpDescriptor
Source§fn isEqual(&self, other: Option<&AnyObject>) -> bool
fn isEqual(&self, other: Option<&AnyObject>) -> bool
Source§fn hash(&self) -> usize
fn hash(&self) -> usize
Source§fn isKindOfClass(&self, cls: &AnyClass) -> bool
fn isKindOfClass(&self, cls: &AnyClass) -> bool
Source§fn is_kind_of<T>(&self) -> bool
fn is_kind_of<T>(&self) -> bool
isKindOfClass
directly, or cast your objects with AnyObject::downcast_ref