MPSGraphDepthwiseConvolution3DOpDescriptor

Struct MPSGraphDepthwiseConvolution3DOpDescriptor 

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pub struct MPSGraphDepthwiseConvolution3DOpDescriptor { /* private fields */ }
Available on crate features 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

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impl MPSGraphDepthwiseConvolution3DOpDescriptor

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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 ]

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pub unsafe fn setStrides(&self, strides: &NSArray<NSNumber>)

Setter for strides.

This is copied when set.

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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 ]

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pub unsafe fn setDilationRates(&self, dilation_rates: &NSArray<NSNumber>)

Setter for dilationRates.

This is copied when set.

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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 ]

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pub unsafe fn setPaddingValues(&self, padding_values: &NSArray<NSNumber>)

Setter for paddingValues.

This is copied when set.

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pub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle

The padding style for the operation.

Default value: MPSGraphPaddingStyleExplicit.

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pub unsafe fn setPaddingStyle(&self, padding_style: MPSGraphPaddingStyle)

Setter for paddingStyle.

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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.

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pub unsafe fn setChannelDimensionIndex( &self, channel_dimension_index: NSInteger, )

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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.
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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.
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impl MPSGraphDepthwiseConvolution3DOpDescriptor

Methods declared on superclass NSObject.

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pub unsafe fn init(this: Allocated<Self>) -> Retained<Self>

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pub unsafe fn new() -> Retained<Self>

Methods from Deref<Target = NSObject>§

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pub fn doesNotRecognizeSelector(&self, sel: Sel) -> !

Handle messages the object doesn’t recognize.

See Apple’s documentation for details.

Methods from Deref<Target = AnyObject>§

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pub fn class(&self) -> &'static AnyClass

Dynamically find the class of this object.

§Panics

May panic if the object is invalid (which may be the case for objects returned from unavailable init/new methods).

§Example

Check that an instance of NSObject has the precise class NSObject.

use objc2::ClassType;
use objc2::runtime::NSObject;

let obj = NSObject::new();
assert_eq!(obj.class(), NSObject::class());
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pub unsafe fn get_ivar<T>(&self, name: &str) -> &T
where T: Encode,

👎Deprecated: this is difficult to use correctly, use Ivar::load instead.

Use Ivar::load instead.

§Safety

The object must have an instance variable with the given name, and it must be of type T.

See Ivar::load_ptr for details surrounding this.

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pub fn downcast_ref<T>(&self) -> Option<&T>
where T: DowncastTarget,

Attempt to downcast the object to a class of type T.

This is the reference-variant. Use Retained::downcast if you want to convert a retained object to another type.

§Mutable classes

Some classes have immutable and mutable variants, such as NSString and NSMutableString.

When some Objective-C API signature says it gives you an immutable class, it generally expects you to not mutate that, even though it may technically be mutable “under the hood”.

So using this method to convert a NSString to a NSMutableString, while not unsound, is generally frowned upon unless you created the string yourself, or the API explicitly documents the string to be mutable.

See Apple’s documentation on mutability and on isKindOfClass: for more details.

§Generic classes

Objective-C generics are called “lightweight generics”, and that’s because they aren’t exposed in the runtime. This makes it impossible to safely downcast to generic collections, so this is disallowed by this method.

You can, however, safely downcast to generic collections where all the type-parameters are AnyObject.

§Panics

This works internally by calling isKindOfClass:. That means that the object must have the instance method of that name, and an exception will be thrown (if CoreFoundation is linked) or the process will abort if that is not the case. In the vast majority of cases, you don’t need to worry about this, since both root objects NSObject and NSProxy implement this method.

§Examples

Cast an NSString back and forth from NSObject.

use objc2::rc::Retained;
use objc2_foundation::{NSObject, NSString};

let obj: Retained<NSObject> = NSString::new().into_super();
let string = obj.downcast_ref::<NSString>().unwrap();
// Or with `downcast`, if we do not need the object afterwards
let string = obj.downcast::<NSString>().unwrap();

Try (and fail) to cast an NSObject to an NSString.

use objc2_foundation::{NSObject, NSString};

let obj = NSObject::new();
assert!(obj.downcast_ref::<NSString>().is_none());

Try to cast to an array of strings.

use objc2_foundation::{NSArray, NSObject, NSString};

let arr = NSArray::from_retained_slice(&[NSObject::new()]);
// This is invalid and doesn't type check.
let arr = arr.downcast_ref::<NSArray<NSString>>();

This fails to compile, since it would require enumerating over the array to ensure that each element is of the desired type, which is a performance pitfall.

Downcast when processing each element instead.

use objc2_foundation::{NSArray, NSObject, NSString};

let arr = NSArray::from_retained_slice(&[NSObject::new()]);

for elem in arr {
    if let Some(data) = elem.downcast_ref::<NSString>() {
        // handle `data`
    }
}

Trait Implementations§

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impl AsRef<AnyObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn as_ref(&self) -> &AnyObject

Converts this type into a shared reference of the (usually inferred) input type.
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impl AsRef<MPSGraphDepthwiseConvolution3DOpDescriptor> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn as_ref(&self) -> &Self

Converts this type into a shared reference of the (usually inferred) input type.
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impl AsRef<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn as_ref(&self) -> &MPSGraphObject

Converts this type into a shared reference of the (usually inferred) input type.
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impl AsRef<NSObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn as_ref(&self) -> &NSObject

Converts this type into a shared reference of the (usually inferred) input type.
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impl Borrow<AnyObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn borrow(&self) -> &AnyObject

Immutably borrows from an owned value. Read more
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impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn borrow(&self) -> &MPSGraphObject

Immutably borrows from an owned value. Read more
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impl Borrow<NSObject> for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn borrow(&self) -> &NSObject

Immutably borrows from an owned value. Read more
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impl ClassType for MPSGraphDepthwiseConvolution3DOpDescriptor

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const NAME: &'static str = "MPSGraphDepthwiseConvolution3DOpDescriptor"

The name of the Objective-C class that this type represents. Read more
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type Super = MPSGraphObject

The superclass of this class. Read more
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type ThreadKind = <<MPSGraphDepthwiseConvolution3DOpDescriptor as ClassType>::Super as ClassType>::ThreadKind

Whether the type can be used from any thread, or from only the main thread. Read more
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fn class() -> &'static AnyClass

Get a reference to the Objective-C class that this type represents. Read more
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fn as_super(&self) -> &Self::Super

Get an immutable reference to the superclass.
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impl CopyingHelper for MPSGraphDepthwiseConvolution3DOpDescriptor

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type Result = MPSGraphDepthwiseConvolution3DOpDescriptor

The immutable counterpart of the type, or Self if the type has no immutable counterpart. Read more
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impl Debug for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Deref for MPSGraphDepthwiseConvolution3DOpDescriptor

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type Target = MPSGraphObject

The resulting type after dereferencing.
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fn deref(&self) -> &Self::Target

Dereferences the value.
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impl Hash for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn hash<H: Hasher>(&self, state: &mut H)

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl Message for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn retain(&self) -> Retained<Self>
where Self: Sized,

Increment the reference count of the receiver. Read more
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impl NSCopying for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn copy(&self) -> Retained<Self::Result>
where Self: Sized + Message + CopyingHelper,

Returns a new instance that’s a copy of the receiver. Read more
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unsafe fn copyWithZone(&self, zone: *mut NSZone) -> Retained<Self::Result>
where Self: Sized + Message + CopyingHelper,

Returns a new instance that’s a copy of the receiver. Read more
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impl NSObjectProtocol for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn isEqual(&self, other: Option<&AnyObject>) -> bool
where Self: Sized + Message,

Check whether the object is equal to an arbitrary other object. Read more
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fn hash(&self) -> usize
where Self: Sized + Message,

An integer that can be used as a table address in a hash table structure. Read more
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fn isKindOfClass(&self, cls: &AnyClass) -> bool
where Self: Sized + Message,

Check if the object is an instance of the class, or one of its subclasses. Read more
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fn is_kind_of<T>(&self) -> bool
where T: ClassType, Self: Sized + Message,

👎Deprecated: use isKindOfClass directly, or cast your objects with AnyObject::downcast_ref
Check if the object is an instance of the class type, or one of its subclasses. Read more
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fn isMemberOfClass(&self, cls: &AnyClass) -> bool
where Self: Sized + Message,

Check if the object is an instance of a specific class, without checking subclasses. Read more
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fn respondsToSelector(&self, aSelector: Sel) -> bool
where Self: Sized + Message,

Check whether the object implements or inherits a method with the given selector. Read more
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fn conformsToProtocol(&self, aProtocol: &AnyProtocol) -> bool
where Self: Sized + Message,

Check whether the object conforms to a given protocol. Read more
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fn description(&self) -> Retained<NSObject>
where Self: Sized + Message,

A textual representation of the object. Read more
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fn debugDescription(&self) -> Retained<NSObject>
where Self: Sized + Message,

A textual representation of the object to use when debugging. Read more
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fn isProxy(&self) -> bool
where Self: Sized + Message,

Check whether the receiver is a subclass of the NSProxy root class instead of the usual NSObject. Read more
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fn retainCount(&self) -> usize
where Self: Sized + Message,

The reference count of the object. Read more
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impl PartialEq for MPSGraphDepthwiseConvolution3DOpDescriptor

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fn eq(&self, other: &Self) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl RefEncode for MPSGraphDepthwiseConvolution3DOpDescriptor

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const ENCODING_REF: Encoding = <MPSGraphObject as ::objc2::RefEncode>::ENCODING_REF

The Objective-C type-encoding for a reference of this type. Read more
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impl DowncastTarget for MPSGraphDepthwiseConvolution3DOpDescriptor

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impl Eq for MPSGraphDepthwiseConvolution3DOpDescriptor

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<'a, T> AnyThread for T
where T: ClassType<ThreadKind = dyn AnyThread + 'a> + ?Sized,

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fn alloc() -> Allocated<Self>
where Self: Sized + ClassType,

Allocate a new instance of the class. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<P, T> Receiver for P
where P: Deref<Target = T> + ?Sized, T: ?Sized,

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type Target = T

🔬This is a nightly-only experimental API. (arbitrary_self_types)
The target type on which the method may be called.
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> AutoreleaseSafe for T
where T: ?Sized,