Struct RegressionOutput

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

Expand description

Regression output adapted for the loss metric.

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§loss: Tensor<B, 1>

The loss.

§output: Tensor<B, 2>

The predicted values. Shape: [batch_size, num_targets].

§targets: Tensor<B, 2>

The ground truth values. Shape: [batch_size, num_targets].

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impl<B: Backend> RegressionOutput

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

Constructs a new RegressionOutput.

Trait Implementations§

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impl<B: Backend> Adaptor<LossInput> for RegressionOutput

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fn adapt(&self) -> LossInput

Adapt the type to be passed to a metric.

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impl<B: Backend> ItemLazy for RegressionOutput

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type ItemSync = RegressionOutput<Flex>

Item that is properly synced and ready to be processed by metrics.

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fn sync(self) -> Self::ItemSync

Sync the item.

Auto Trait Implementations§

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impl Freeze for RegressionOutput
where ::FloatTensorPrimitive: Freeze, ::QuantizedTensorPrimitive: Freeze,

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impl RefUnwindSafe for RegressionOutput
where ::FloatTensorPrimitive: RefUnwindSafe, ::QuantizedTensorPrimitive: RefUnwindSafe,

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impl Send for RegressionOutput

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impl Sync for RegressionOutput

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impl Unpin for RegressionOutput
where ::FloatTensorPrimitive: Unpin, ::QuantizedTensorPrimitive: Unpin,

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impl UnsafeUnpin for RegressionOutput
where ::FloatTensorPrimitive: UnsafeUnpin, ::QuantizedTensorPrimitive: UnsafeUnpin,

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impl UnwindSafe for RegressionOutput
where ::FloatTensorPrimitive: UnwindSafe, ::QuantizedTensorPrimitive: UnwindSafe,

Blanket Implementations§

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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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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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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