Struct burn::train::ClassificationOutput

pub struct ClassificationOutput<B>where
    B: Backend,{
    pub loss: Tensor<B, 1>,
    pub output: Tensor<B, 2>,
    pub targets: Tensor<B, 1, Int>,
}

Expand description

Simple classification output adapted for multiple metrics.

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§loss: Tensor<B, 1>

The loss.

§output: Tensor<B, 2>

The output.

§targets: Tensor<B, 1, Int>

The targets.

Implementations§

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impl ClassificationOutput
where B: Backend,

pub fn new( loss: Tensor<B, 1>, output: Tensor<B, 2>, targets: Tensor<B, 1, Int>, ) -> ClassificationOutput

Constructs a new ClassificationOutput.

Trait Implementations§

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impl Adaptor<AccuracyInput> for ClassificationOutput
where B: Backend,

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fn adapt(&self) -> AccuracyInput

Adapt the type to be passed to a metric.

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impl Adaptor<LossInput> for ClassificationOutput
where B: Backend,

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fn adapt(&self) -> LossInput

Adapt the type to be passed to a metric.

Auto Trait Implementations§

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impl Freeze for ClassificationOutput
where ::IntTensorPrimitive: Freeze, ::FloatTensorPrimitive: Freeze, ::QuantizedTensorPrimitive: Freeze,

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impl RefUnwindSafe for ClassificationOutput
where ::IntTensorPrimitive: RefUnwindSafe, ::FloatTensorPrimitive: RefUnwindSafe, ::QuantizedTensorPrimitive: RefUnwindSafe,

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impl Send for ClassificationOutput

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impl Sync for ClassificationOutput

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impl Unpin for ClassificationOutput
where ::IntTensorPrimitive: Unpin, ::FloatTensorPrimitive: Unpin, ::QuantizedTensorPrimitive: Unpin,

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impl UnwindSafe for ClassificationOutput
where ::IntTensorPrimitive: UnwindSafe, ::FloatTensorPrimitive: UnwindSafe, ::QuantizedTensorPrimitive: 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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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 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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