pub struct MPSGraphDepthwiseConvolution3DOpDescriptor { /* private fields */ }
MPSGraphCore
and MPSGraphDepthwiseConvolutionOps
only.Expand description
The class that defines the parameters for a 3D-depthwise convolution operation.
A MPSGraphDepthwiseConvolution3DOpDescriptor
defines constant parameters for 3D depthwise convolutions.
Use this class with MPSGraph/depthwiseConvolution3DWithSourceTensor:weightsTensor:descriptor:name:
,
MPSGraph/depthwiseConvolution3DDataGradientWithIncomingGradientTensor:weightsTensor:outputShape:descriptor:name:
and MPSGraph/depthwiseConvolution3DWeightsGradientWithIncomingGradientTensor:sourceTensor:outputShape:descriptor:name:
methods.
See also Apple’s documentation
Implementations§
Source§impl MPSGraphDepthwiseConvolution3DOpDescriptor
impl MPSGraphDepthwiseConvolution3DOpDescriptor
Sourcepub unsafe fn strides(&self) -> Retained<NSArray<NSNumber>>
pub unsafe fn strides(&self) -> Retained<NSArray<NSNumber>>
The strides for spatial dimensions.
Must be three numbers, one for each spatial dimension, fastest running index last.
Default value: @ [ @ 1, @ 1, @ 1 ]
Sourcepub unsafe fn setStrides(&self, strides: &NSArray<NSNumber>)
pub unsafe fn setStrides(&self, strides: &NSArray<NSNumber>)
Sourcepub unsafe fn dilationRates(&self) -> Retained<NSArray<NSNumber>>
pub unsafe fn dilationRates(&self) -> Retained<NSArray<NSNumber>>
The dilation rates for spatial dimensions.
Must be three numbers, one for each spatial dimension, fastest running index last.
Default value: @ [ @ 1, @ 1, @ 1 ]
Sourcepub unsafe fn setDilationRates(&self, dilation_rates: &NSArray<NSNumber>)
pub unsafe fn setDilationRates(&self, dilation_rates: &NSArray<NSNumber>)
Setter for dilationRates
.
This is copied when set.
Sourcepub unsafe fn paddingValues(&self) -> Retained<NSArray<NSNumber>>
pub unsafe fn paddingValues(&self) -> Retained<NSArray<NSNumber>>
The padding values for spatial dimensions.
Must be six numbers, two for each spatial dimension.
For example paddingValues[0]
defines the explicit padding
amount before the first spatial dimension (slowest running index of spatial dimensions),
paddingValues[1]
defines the padding amount after the first spatial dimension etc.
Use only with paddingStyle = MPSGraphPaddingStyleExplicit
.
Default value: @ [ @ 0, @ 0, @ 0, @ 0, @ 0, @ 0 ]
Sourcepub unsafe fn setPaddingValues(&self, padding_values: &NSArray<NSNumber>)
pub unsafe fn setPaddingValues(&self, padding_values: &NSArray<NSNumber>)
Setter for paddingValues
.
This is copied when set.
Sourcepub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle
pub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle
The padding style for the operation.
Default value: MPSGraphPaddingStyleExplicit
.
Sourcepub unsafe fn setPaddingStyle(&self, padding_style: MPSGraphPaddingStyle)
pub unsafe fn setPaddingStyle(&self, padding_style: MPSGraphPaddingStyle)
Setter for paddingStyle
.
Sourcepub unsafe fn channelDimensionIndex(&self) -> NSInteger
pub unsafe fn channelDimensionIndex(&self) -> NSInteger
The axis that contains the channels in the input and the weights, within the 4D tile of the last dimensions.
For example the value of -1
corresponds to NDHWC
, NHWC
layouts. This allows the placement
of the channel index anywhere within the last 4 dimensions of the tensor. In case your
weights are in a different layout you can bring them to the same layout
as inputs using transposes or permutations.
Default value: -4
, corresponds to NCDHW
and CDHW
layouts.
Sourcepub unsafe fn setChannelDimensionIndex(
&self,
channel_dimension_index: NSInteger,
)
pub unsafe fn setChannelDimensionIndex( &self, channel_dimension_index: NSInteger, )
Setter for channelDimensionIndex
.
Sourcepub unsafe fn descriptorWithStrides_dilationRates_paddingValues_paddingStyle(
strides: &NSArray<NSNumber>,
dilation_rates: &NSArray<NSNumber>,
padding_values: &NSArray<NSNumber>,
padding_style: MPSGraphPaddingStyle,
) -> Option<Retained<Self>>
pub unsafe fn descriptorWithStrides_dilationRates_paddingValues_paddingStyle( strides: &NSArray<NSNumber>, dilation_rates: &NSArray<NSNumber>, padding_values: &NSArray<NSNumber>, padding_style: MPSGraphPaddingStyle, ) -> Option<Retained<Self>>
Creates a 3D depthwise convolution descriptor with given values.
- Parameters:
- strides: See
strides
property. - dilationRates: See
dilationRates
property. - paddingValues: See
paddingValues
property. - paddingStyle: See
paddingStyle
property. - Returns: The descriptor on autoreleasepool.
Sourcepub unsafe fn descriptorWithPaddingStyle(
padding_style: MPSGraphPaddingStyle,
) -> Option<Retained<Self>>
pub unsafe fn descriptorWithPaddingStyle( padding_style: MPSGraphPaddingStyle, ) -> Option<Retained<Self>>
Creates a 3D depthwise convolution descriptor with default values.
- Parameters:
- paddingStyle: See
paddingStyle
property. - Returns: The descriptor on autoreleasepool.
Methods from Deref<Target = NSObject>§
Sourcepub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
pub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
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👎Deprecated: this is difficult to use correctly, use Ivar::load
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Trait Implementations§
Source§impl AsRef<MPSGraphDepthwiseConvolution3DOpDescriptor> for MPSGraphDepthwiseConvolution3DOpDescriptor
impl AsRef<MPSGraphDepthwiseConvolution3DOpDescriptor> for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§impl AsRef<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor
impl AsRef<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§fn as_ref(&self) -> &MPSGraphObject
fn as_ref(&self) -> &MPSGraphObject
Source§impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor
impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§fn borrow(&self) -> &MPSGraphObject
fn borrow(&self) -> &MPSGraphObject
Source§impl ClassType for MPSGraphDepthwiseConvolution3DOpDescriptor
impl ClassType for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§const NAME: &'static str = "MPSGraphDepthwiseConvolution3DOpDescriptor"
const NAME: &'static str = "MPSGraphDepthwiseConvolution3DOpDescriptor"
Source§type Super = MPSGraphObject
type Super = MPSGraphObject
Source§type ThreadKind = <<MPSGraphDepthwiseConvolution3DOpDescriptor as ClassType>::Super as ClassType>::ThreadKind
type ThreadKind = <<MPSGraphDepthwiseConvolution3DOpDescriptor as ClassType>::Super as ClassType>::ThreadKind
Source§impl CopyingHelper for MPSGraphDepthwiseConvolution3DOpDescriptor
impl CopyingHelper for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§type Result = MPSGraphDepthwiseConvolution3DOpDescriptor
type Result = MPSGraphDepthwiseConvolution3DOpDescriptor
Self
if the type has no
immutable counterpart. Read moreSource§impl NSCopying for MPSGraphDepthwiseConvolution3DOpDescriptor
impl NSCopying for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§impl NSObjectProtocol for MPSGraphDepthwiseConvolution3DOpDescriptor
impl NSObjectProtocol for MPSGraphDepthwiseConvolution3DOpDescriptor
Source§fn isEqual(&self, other: Option<&AnyObject>) -> bool
fn isEqual(&self, other: Option<&AnyObject>) -> bool
Source§fn hash(&self) -> usize
fn hash(&self) -> usize
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fn isKindOfClass(&self, cls: &AnyClass) -> bool
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directly, or cast your objects with AnyObject::downcast_ref