Struct rust_bert::models::mobilebert::NoNorm

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pub struct NoNorm { /* private fields */ }
Expand description

No-normalization option for MobileBERT

Basic module performing a linear multiplication using trained coefficients and bias

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impl NoNorm

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pub fn new<'p, P>(p: P, hidden_size: i64) -> NoNorm
where P: Borrow<Path<'p>>,

Creates a new NoNorm layer of given hidden size.

Arguments:
  • hidden_size - input tensor’s hidden size
Example
use rust_bert::mobilebert::NoNorm;
use tch::{nn, Device};
let device = Device::Cpu;
let p = nn::VarStore::new(device);
let hidden_size = 512;
let no_norm = NoNorm::new(&p.root(), hidden_size);

Trait Implementations§

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impl Debug for NoNorm

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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 Module for NoNorm

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fn forward(&self, xs: &Tensor) -> Tensor

Auto Trait Implementations§

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impl RefUnwindSafe for NoNorm

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impl Send for NoNorm

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impl !Sync for NoNorm

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impl Unpin for NoNorm

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impl UnwindSafe for NoNorm

Blanket 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<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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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<T> ModuleT for T
where T: Module,

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fn forward_t(&self, xs: &Tensor, _train: bool) -> Tensor

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fn batch_accuracy_for_logits( &self, xs: &Tensor, ys: &Tensor, d: Device, batch_size: i64 ) -> f64

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impl<T> Pointable for T

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const ALIGN: usize = _

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Same for T

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type Output = T

Should always be Self
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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<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more