mabor::module

Struct Reinitializer

pub struct Reinitializer<B>
where
    B: Backend,
{ /* private fields */ }
Expand description

Overrides float and int tensors of burn modules.

This is useful for testing.

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impl<B> Reinitializer<B>
where B: Backend,

pub fn new() -> Reinitializer<B>

Create a new reinitializer.

pub fn apply<M>(self, module: M) -> M
where M: Module<B>,

Apply the reinitialization to the given module.

pub fn constant(self, constant: f64) -> Reinitializer<B>

Set the reinitialization strategy to constant for all tensors.

pub fn constant_float(self, constant: f64) -> Reinitializer<B>

Set the reinitialization strategy to constant for float tensors.

pub fn constant_int(self, constant: i64) -> Reinitializer<B>

Set the reinitialization strategy to constant for int tensors.

pub fn random(self, seed: u64, min: f64, max: f64) -> Reinitializer<B>

Set the reinitialization strategy to random for all tensors.

pub fn random_float(self, seed: u64, min: f64, max: f64) -> Reinitializer<B>

Set the reinitialization strategy to random for float tensors.

pub fn random_int(self, seed: u64, min: i64, max: i64) -> Reinitializer<B>

Set the reinitialization strategy to random for int tensors.

pub fn range(self, min: f64, max: f64) -> Reinitializer<B>

Set the reinitialization strategy to range for all tensors.

pub fn range_float(self, min: f64, max: f64) -> Reinitializer<B>

Set the reinitialization strategy to range for float tensors.

pub fn range_int(self, min: i64, max: i64) -> Reinitializer<B>

Set the reinitialization strategy to range for int tensors.

Trait Implementations§

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impl<B> Debug for Reinitializer<B>
where B: Debug + Backend,
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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>
Formats the value using the given formatter. Read more
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impl<B> Default for Reinitializer<B>
where B: Backend,
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fn default() -> Reinitializer<B>

Returns the “default value” for a type. Read more
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impl<B> ModuleMapper<B> for Reinitializer<B>
where B: Backend,
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fn map_float<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D>, ) -> Tensor<B, D>
Map a float tensor in the module.
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fn map_int<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D, Int>, ) -> Tensor<B, D, Int>
Map an int tensor in the module.
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fn map_bool<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D, Bool>, ) -> Tensor<B, D, Bool>
Map a bool tensor in the module.

Auto Trait Implementations§

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impl<B> Freeze for Reinitializer<B>
where <B as Backend>::FloatElem: Freeze, <B as Backend>::IntElem: Freeze,

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impl<B> RefUnwindSafe for Reinitializer<B>
where <B as Backend>::FloatElem: RefUnwindSafe, <B as Backend>::IntElem: RefUnwindSafe,

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impl<B> Send for Reinitializer<B>

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impl<B> Sync for Reinitializer<B>

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impl<B> Unpin for Reinitializer<B>
where <B as Backend>::FloatElem: Unpin, <B as Backend>::IntElem: Unpin,

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impl<B> UnwindSafe for Reinitializer<B>
where <B as Backend>::FloatElem: UnwindSafe, <B as Backend>::IntElem: UnwindSafe,

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impl<T> Adaptor<()> for T

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fn adapt(&self)
Adapt the type to be passed to a metric.
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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> Downcast<T> for T
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fn downcast(&self) -> &T

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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> IntoEither for T
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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 more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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
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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> PolicyExt for T
where T: ?Sized,
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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,
Create a new Policy that returns [Action::Follow] only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,
Create a new Policy that returns [Action::Follow] if either self or other returns Action::Follow. Read more
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impl<R, P> ReadPrimitive<R> for P
where R: Read + ReadEndian<P>, P: Default,
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fn read_from_little_endian(read: &mut R) -> Result<Self, Error>
Read this value from the supplied reader. Same as ReadEndian::read_from_little_endian().
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fn read_from_big_endian(read: &mut R) -> Result<Self, Error>
Read this value from the supplied reader. Same as ReadEndian::read_from_big_endian().
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fn read_from_native_endian(read: &mut R) -> Result<Self, Error>
Read this value from the supplied reader. Same as ReadEndian::read_from_native_endian().
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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> Upcast<T> for T
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fn upcast(&self) -> Option<&T>

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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
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impl<T> ErasedDestructor for T
where T: 'static,

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

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impl<T> WasmNotSync for T
where T: Sync,