pub struct InstanceNormConfig {
pub num_channels: usize,
pub epsilon: f64,
pub affine: bool,
}
Expand description
Configuration to create a InstanceNorm layer using the init function.
Fields§
§num_channels: usize
The number of channels expected in the input
epsilon: f64
A value required for numerical stability. Default: 1e-5
affine: bool
A boolean value that when set to true
, this module has learnable
per-channel affine parameters initialized to ones (for weights)
and zeros (for biases). Default: true
Implementations§
Source§impl InstanceNormConfig
impl InstanceNormConfig
Sourcepub fn new(num_channels: usize) -> InstanceNormConfig
pub fn new(num_channels: usize) -> InstanceNormConfig
Create a new instance of the config.
Source§impl InstanceNormConfig
impl InstanceNormConfig
Sourcepub fn with_epsilon(self, epsilon: f64) -> InstanceNormConfig
pub fn with_epsilon(self, epsilon: f64) -> InstanceNormConfig
A value required for numerical stability. Default: 1e-5
Sourcepub fn with_affine(self, affine: bool) -> InstanceNormConfig
pub fn with_affine(self, affine: bool) -> InstanceNormConfig
A boolean value that when set to true
, this module has learnable
Source§impl InstanceNormConfig
impl InstanceNormConfig
Sourcepub fn init<B>(&self, device: &<B as Backend>::Device) -> InstanceNorm<B>where
B: Backend,
pub fn init<B>(&self, device: &<B as Backend>::Device) -> InstanceNorm<B>where
B: Backend,
Initialize a new instance norm module.
Trait Implementations§
Source§impl Clone for InstanceNormConfig
impl Clone for InstanceNormConfig
Source§fn clone(&self) -> InstanceNormConfig
fn clone(&self) -> InstanceNormConfig
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moreSource§impl Config for InstanceNormConfig
impl Config for InstanceNormConfig
Source§fn load<P>(file: P) -> Result<Self, ConfigError>
fn load<P>(file: P) -> Result<Self, ConfigError>
Loads the configuration from a file. Read more
Source§fn load_binary(data: &[u8]) -> Result<Self, ConfigError>
fn load_binary(data: &[u8]) -> Result<Self, ConfigError>
Loads the configuration from a binary buffer. Read more
Source§impl Debug for InstanceNormConfig
impl Debug for InstanceNormConfig
Source§impl<'de> Deserialize<'de> for InstanceNormConfig
impl<'de> Deserialize<'de> for InstanceNormConfig
Source§fn deserialize<D>(
deserializer: D,
) -> Result<InstanceNormConfig, <D as Deserializer<'de>>::Error>where
D: Deserializer<'de>,
fn deserialize<D>(
deserializer: D,
) -> Result<InstanceNormConfig, <D as Deserializer<'de>>::Error>where
D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Source§impl Display for InstanceNormConfig
impl Display for InstanceNormConfig
Source§impl Serialize for InstanceNormConfig
impl Serialize for InstanceNormConfig
Source§fn serialize<S>(
&self,
serializer: S,
) -> Result<<S as Serializer>::Ok, <S as Serializer>::Error>where
S: Serializer,
fn serialize<S>(
&self,
serializer: S,
) -> Result<<S as Serializer>::Ok, <S as Serializer>::Error>where
S: Serializer,
Serialize this value into the given Serde serializer. Read more
Auto Trait Implementations§
impl Freeze for InstanceNormConfig
impl RefUnwindSafe for InstanceNormConfig
impl Send for InstanceNormConfig
impl Sync for InstanceNormConfig
impl Unpin for InstanceNormConfig
impl UnwindSafe for InstanceNormConfig
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left(&self)
returns true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read more