#[repr(C)]pub struct MLCActivationLayer { /* private fields */ }
MLCActivationLayer
and MLCLayer
only.Expand description
Implementations§
Source§impl MLCActivationLayer
impl MLCActivationLayer
Sourcepub unsafe fn descriptor(&self) -> Retained<MLCActivationDescriptor>
👎DeprecatedAvailable on crate feature MLCActivationDescriptor
only.
pub unsafe fn descriptor(&self) -> Retained<MLCActivationDescriptor>
MLCActivationDescriptor
only.The activation descriptor
Sourcepub unsafe fn layerWithDescriptor(
descriptor: &MLCActivationDescriptor,
) -> Retained<Self>
👎DeprecatedAvailable on crate feature MLCActivationDescriptor
only.
pub unsafe fn layerWithDescriptor( descriptor: &MLCActivationDescriptor, ) -> Retained<Self>
MLCActivationDescriptor
only.Create an activation layer
Parameter descriptor
: The activation descriptor
Returns: A new activation layer
Sourcepub unsafe fn reluLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn reluLayer() -> Retained<MLCActivationLayer>
Create a ReLU activation layer
Returns: A new activation layer
Sourcepub unsafe fn relu6Layer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn relu6Layer() -> Retained<MLCActivationLayer>
Create a ReLU6 activation layer
Returns: A new activation layer
Sourcepub unsafe fn leakyReLULayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn leakyReLULayer() -> Retained<MLCActivationLayer>
Create a leaky ReLU activation layer
Returns: A new activation layer
Sourcepub unsafe fn leakyReLULayerWithNegativeSlope(
negative_slope: c_float,
) -> Retained<Self>
👎Deprecated
pub unsafe fn leakyReLULayerWithNegativeSlope( negative_slope: c_float, ) -> Retained<Self>
Create a leaky ReLU activation layer
Parameter negativeSlope
: Controls the angle of the negative slope
Returns: A new activation layer
Sourcepub unsafe fn linearLayerWithScale_bias(
scale: c_float,
bias: c_float,
) -> Retained<Self>
👎Deprecated
pub unsafe fn linearLayerWithScale_bias( scale: c_float, bias: c_float, ) -> Retained<Self>
Create a linear activation layer
Parameter scale
: The scale factor
Parameter bias
: The bias value
Returns: A new activation layer
Sourcepub unsafe fn sigmoidLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn sigmoidLayer() -> Retained<MLCActivationLayer>
Create a sigmoid activation layer
Returns: A new activation layer
Sourcepub unsafe fn hardSigmoidLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn hardSigmoidLayer() -> Retained<MLCActivationLayer>
Create a hard sigmoid activation layer
Returns: A new activation layer
Sourcepub unsafe fn tanhLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn tanhLayer() -> Retained<MLCActivationLayer>
Create a tanh activation layer
Returns: A new activation layer
Sourcepub unsafe fn absoluteLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn absoluteLayer() -> Retained<MLCActivationLayer>
Create an absolute activation layer
Returns: A new activation layer
Sourcepub unsafe fn softPlusLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn softPlusLayer() -> Retained<MLCActivationLayer>
Create a soft plus activation layer
Returns: A new activation layer
Sourcepub unsafe fn softPlusLayerWithBeta(beta: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn softPlusLayerWithBeta(beta: c_float) -> Retained<Self>
Create a soft plus activation layer
Parameter beta
: The beta value for the softplus formation
Returns: A new activation layer
Sourcepub unsafe fn softSignLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn softSignLayer() -> Retained<MLCActivationLayer>
Create a soft sign activation layer
Returns: A new activation layer
Sourcepub unsafe fn eluLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn eluLayer() -> Retained<MLCActivationLayer>
Create an ELU activation layer
Returns: A new activation layer
Sourcepub unsafe fn eluLayerWithA(a: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn eluLayerWithA(a: c_float) -> Retained<Self>
Create an ELU activation layer
Parameter a
: The
a
value for the ELU formation
Returns: A new activation layer
Sourcepub unsafe fn relunLayerWithA_b(a: c_float, b: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn relunLayerWithA_b(a: c_float, b: c_float) -> Retained<Self>
Create a ReLUN activation layer
This can be used to implement layers such as ReLU6 for example.
Parameter a
: The
a
value
Parameter b
: The
b
value
Returns: A new activation layer
Sourcepub unsafe fn logSigmoidLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn logSigmoidLayer() -> Retained<MLCActivationLayer>
Create a log sigmoid activation layer
Returns: A new activation layer
Sourcepub unsafe fn seluLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn seluLayer() -> Retained<MLCActivationLayer>
Create a SELU activation layer
Returns: A new activation layer
Sourcepub unsafe fn celuLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn celuLayer() -> Retained<MLCActivationLayer>
Create a CELU activation layer
Returns: A new activation layer
Sourcepub unsafe fn celuLayerWithA(a: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn celuLayerWithA(a: c_float) -> Retained<Self>
Create a CELU activation layer
Parameter a
: The
a
value for the CELU formation
Returns: A new activation layer
Sourcepub unsafe fn hardShrinkLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn hardShrinkLayer() -> Retained<MLCActivationLayer>
Create a hard shrink activation layer
Returns: A new activation layer
Sourcepub unsafe fn hardShrinkLayerWithA(a: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn hardShrinkLayerWithA(a: c_float) -> Retained<Self>
Create a hard shrink activation layer
Parameter a
: The
a
value for the hard shrink formation
Returns: A new activation layer
Sourcepub unsafe fn softShrinkLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn softShrinkLayer() -> Retained<MLCActivationLayer>
Create a soft shrink activation layer
Returns: A new activation layer
Sourcepub unsafe fn softShrinkLayerWithA(a: c_float) -> Retained<Self>
👎Deprecated
pub unsafe fn softShrinkLayerWithA(a: c_float) -> Retained<Self>
Create a soft shrink activation layer
Parameter a
: The
a
value for the soft shrink formation
Returns: A new activation layer
Sourcepub unsafe fn tanhShrinkLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn tanhShrinkLayer() -> Retained<MLCActivationLayer>
Create a TanhShrink activation layer
Returns: A new activation layer
Sourcepub unsafe fn thresholdLayerWithThreshold_replacement(
threshold: c_float,
replacement: c_float,
) -> Retained<Self>
👎Deprecated
pub unsafe fn thresholdLayerWithThreshold_replacement( threshold: c_float, replacement: c_float, ) -> Retained<Self>
Create a threshold activation layer
Parameter threshold
: The value to threshold at
Parameter replacement
: The value to replace with
Returns: A new activation layer
Sourcepub unsafe fn geluLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn geluLayer() -> Retained<MLCActivationLayer>
Create a GELU activation layer
Returns: A new activation layer
Sourcepub unsafe fn hardSwishLayer() -> Retained<MLCActivationLayer>
👎Deprecated
pub unsafe fn hardSwishLayer() -> Retained<MLCActivationLayer>
Create a hardswish activation layer
Returns: A new activation layer
Sourcepub unsafe fn clampLayerWithMinValue_maxValue(
min_value: c_float,
max_value: c_float,
) -> Retained<Self>
👎Deprecated
pub unsafe fn clampLayerWithMinValue_maxValue( min_value: c_float, max_value: c_float, ) -> Retained<Self>
Create a clamp activation layer
Parameter minValue
: The minimum range used by clamp
Parameter maxValue
: The maximum range used by clamp
Returns: A new activation layer
Methods from Deref<Target = MLCLayer>§
Sourcepub unsafe fn layerID(&self) -> NSUInteger
👎Deprecated
pub unsafe fn layerID(&self) -> NSUInteger
The layer ID
A unique number to identify each layer. Assigned when the layer is created.
Sourcepub unsafe fn label(&self) -> Retained<NSString>
👎Deprecated
pub unsafe fn label(&self) -> Retained<NSString>
A string to help identify this object.
Sourcepub unsafe fn isDebuggingEnabled(&self) -> bool
👎Deprecated
pub unsafe fn isDebuggingEnabled(&self) -> bool
A flag to identify if we want to debug this layer when executing a graph that includes this layer
If this is set, we will make sure that the result tensor and gradient tensors are available for reading on CPU The default is NO. If isDebuggingEnabled is set to YES, make sure to set options to enable debugging when compiling the graph. Otherwise this property may be ignored.
Sourcepub unsafe fn setIsDebuggingEnabled(&self, is_debugging_enabled: bool)
👎Deprecated
pub unsafe fn setIsDebuggingEnabled(&self, is_debugging_enabled: bool)
Setter for isDebuggingEnabled
.
Sourcepub unsafe fn deviceType(&self) -> MLCDeviceType
Available on crate feature MLCTypes
only.
pub unsafe fn deviceType(&self) -> MLCDeviceType
MLCTypes
only.The device type where this layer will be executed
Typically the MLCDevice passed to compileWithOptions will be the device used to execute layers in the graph. If MLCDeviceTypeANE is selected, it is possible that some of the layers of the graph may not be executed on the ANE but instead on the CPU or GPU. This property can be used to determine which device type the layer will be executed on.
Methods from Deref<Target = NSObject>§
Sourcepub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
pub fn doesNotRecognizeSelector(&self, sel: Sel) -> !
Handle messages the object doesn’t recognize.
See Apple’s documentation for details.
Methods from Deref<Target = AnyObject>§
Sourcepub fn class(&self) -> &'static AnyClass
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());
Sourcepub unsafe fn get_ivar<T>(&self, name: &str) -> &Twhere
T: Encode,
👎Deprecated: this is difficult to use correctly, use Ivar::load
instead.
pub unsafe fn get_ivar<T>(&self, name: &str) -> &Twhere
T: Encode,
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.
Sourcepub fn downcast_ref<T>(&self) -> Option<&T>where
T: DowncastTarget,
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§
Source§impl AsRef<AnyObject> for MLCActivationLayer
impl AsRef<AnyObject> for MLCActivationLayer
Source§impl AsRef<MLCActivationLayer> for MLCActivationLayer
impl AsRef<MLCActivationLayer> for MLCActivationLayer
Source§impl AsRef<MLCLayer> for MLCActivationLayer
impl AsRef<MLCLayer> for MLCActivationLayer
Source§impl AsRef<NSObject> for MLCActivationLayer
impl AsRef<NSObject> for MLCActivationLayer
Source§impl Borrow<AnyObject> for MLCActivationLayer
impl Borrow<AnyObject> for MLCActivationLayer
Source§impl Borrow<MLCLayer> for MLCActivationLayer
impl Borrow<MLCLayer> for MLCActivationLayer
Source§impl Borrow<NSObject> for MLCActivationLayer
impl Borrow<NSObject> for MLCActivationLayer
Source§impl ClassType for MLCActivationLayer
impl ClassType for MLCActivationLayer
Source§const NAME: &'static str = "MLCActivationLayer"
const NAME: &'static str = "MLCActivationLayer"
Source§type ThreadKind = <<MLCActivationLayer as ClassType>::Super as ClassType>::ThreadKind
type ThreadKind = <<MLCActivationLayer as ClassType>::Super as ClassType>::ThreadKind
Source§impl Debug for MLCActivationLayer
impl Debug for MLCActivationLayer
Source§impl Deref for MLCActivationLayer
impl Deref for MLCActivationLayer
Source§impl Hash for MLCActivationLayer
impl Hash for MLCActivationLayer
Source§impl Message for MLCActivationLayer
impl Message for MLCActivationLayer
Source§impl NSObjectProtocol for MLCActivationLayer
impl NSObjectProtocol for MLCActivationLayer
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