pub struct Normalize<T: TensorElement> { /* private fields */ }Expand description
Normalize tensor values using mean and standard deviation
Implementations§
Trait Implementations§
Source§impl<T: TensorElement> Transform<Tensor<T>> for Normalize<T>
impl<T: TensorElement> Transform<Tensor<T>> for Normalize<T>
Source§fn transform(&self, input: Tensor<T>) -> Result<Self::Output>
fn transform(&self, input: Tensor<T>) -> Result<Self::Output>
Apply the transformation to a single input
Source§fn transform_batch(&self, inputs: Vec<T>) -> Result<Vec<Self::Output>>
fn transform_batch(&self, inputs: Vec<T>) -> Result<Vec<Self::Output>>
Transform multiple items in batch Read more
Source§fn is_deterministic(&self) -> bool
fn is_deterministic(&self) -> bool
Check if the transform is deterministic Read more
Auto Trait Implementations§
impl<T> Freeze for Normalize<T>
impl<T> RefUnwindSafe for Normalize<T>where
T: RefUnwindSafe,
impl<T> Send for Normalize<T>
impl<T> Sync for Normalize<T>
impl<T> Unpin for Normalize<T>where
T: Unpin,
impl<T> UnsafeUnpin for Normalize<T>
impl<T> UnwindSafe for Normalize<T>where
T: UnwindSafe,
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.