MPSGraphDepthwiseConvolution2DOpDescriptor

Struct MPSGraphDepthwiseConvolution2DOpDescriptor 

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pub struct MPSGraphDepthwiseConvolution2DOpDescriptor { /* private fields */ }
Available on crate features 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

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impl MPSGraphDepthwiseConvolution2DOpDescriptor

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pub unsafe fn strideInX(&self) -> NSUInteger

The stride for the x dimension.

Default value: 1.

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pub unsafe fn setStrideInX(&self, stride_in_x: NSUInteger)

Setter for strideInX.

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pub unsafe fn strideInY(&self) -> NSUInteger

The stride for the y dimension.

Default value: 1.

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pub unsafe fn setStrideInY(&self, stride_in_y: NSUInteger)

Setter for strideInY.

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pub unsafe fn dilationRateInX(&self) -> NSUInteger

The dilation rate for the x dimension.

Default value: 1.

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pub unsafe fn setDilationRateInX(&self, dilation_rate_in_x: NSUInteger)

Setter for dilationRateInX.

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pub unsafe fn dilationRateInY(&self) -> NSUInteger

The dilation rate for the y dimension.

Default value: 1.

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pub unsafe fn setDilationRateInY(&self, dilation_rate_in_y: NSUInteger)

Setter for dilationRateInY.

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pub unsafe fn paddingLeft(&self) -> NSUInteger

The explicit padding value for the x dimension the operation adds before the data.

Default value: 0.

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pub unsafe fn setPaddingLeft(&self, padding_left: NSUInteger)

Setter for paddingLeft.

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pub unsafe fn paddingRight(&self) -> NSUInteger

The explicit padding value for the x dimension operation adds after the data.

Default value: 0.

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pub unsafe fn setPaddingRight(&self, padding_right: NSUInteger)

Setter for paddingRight.

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pub unsafe fn paddingTop(&self) -> NSUInteger

The explicit padding value for the y dimension operation adds before the data.

Default value: 0.

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pub unsafe fn setPaddingTop(&self, padding_top: NSUInteger)

Setter for paddingTop.

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pub unsafe fn paddingBottom(&self) -> NSUInteger

The explicit padding value for the y dimension operation adds after the data.

Default value: 0.

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pub unsafe fn setPaddingBottom(&self, padding_bottom: NSUInteger)

Setter for paddingBottom.

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pub unsafe fn paddingStyle(&self) -> MPSGraphPaddingStyle

The padding style for the operation.

Default value is MPSGraphPaddingStyleExplicit.

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

Setter for paddingStyle.

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pub unsafe fn dataLayout(&self) -> MPSGraphTensorNamedDataLayout

The data layout of the input data in the forward pass.

See: MPSGraphTensorNamedDataLayout.

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pub unsafe fn setDataLayout(&self, data_layout: MPSGraphTensorNamedDataLayout)

Setter for dataLayout.

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pub unsafe fn weightsLayout(&self) -> MPSGraphTensorNamedDataLayout

The data layout of the weights.

NOTE: ‘O’ index is channel multiplier index. See: MPSGraphTensorNamedDataLayout.

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pub unsafe fn setWeightsLayout( &self, weights_layout: MPSGraphTensorNamedDataLayout, )

Setter for weightsLayout.

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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.
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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.
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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.
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impl MPSGraphDepthwiseConvolution2DOpDescriptor

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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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<MPSGraphDepthwiseConvolution2DOpDescriptor> for MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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fn borrow(&self) -> &AnyObject

Immutably borrows from an owned value. Read more
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impl Borrow<MPSGraphObject> for MPSGraphDepthwiseConvolution2DOpDescriptor

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fn borrow(&self) -> &MPSGraphObject

Immutably borrows from an owned value. Read more
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impl Borrow<NSObject> for MPSGraphDepthwiseConvolution2DOpDescriptor

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fn borrow(&self) -> &NSObject

Immutably borrows from an owned value. Read more
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impl ClassType for MPSGraphDepthwiseConvolution2DOpDescriptor

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const NAME: &'static str = "MPSGraphDepthwiseConvolution2DOpDescriptor"

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 = <<MPSGraphDepthwiseConvolution2DOpDescriptor 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 MPSGraphDepthwiseConvolution2DOpDescriptor

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type Result = MPSGraphDepthwiseConvolution2DOpDescriptor

The immutable counterpart of the type, or Self if the type has no immutable counterpart. Read more
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impl Debug for MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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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 MPSGraphDepthwiseConvolution2DOpDescriptor

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impl Eq for MPSGraphDepthwiseConvolution2DOpDescriptor

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,