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DeviceModel

Struct DeviceModel 

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pub struct DeviceModel<'a, M> { /* private fields */ }
Expand description

Binds an accelerated model to a device while retaining the ordinary Predict interface consumed by every explainer.

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impl<'a, M> DeviceModel<'a, M>

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pub fn new(model: &'a M, device: ExecutionDevice) -> Self

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pub fn device(&self) -> ExecutionDevice

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impl<M: AcceleratedPredict> Predict for DeviceModel<'_, M>

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fn predict(&self, x: ArrayView2<'_, f64>) -> Result<Array2<f64>>

Predict outputs for a batch of samples. Read more
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fn predict_owned(&self, x: Array2<f64>) -> Result<Array2<f64>>

Predicts from an owned batch. Read more
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fn n_features(&self) -> Option<usize>

Returns the number of input features expected by the model. Read more
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fn n_outputs(&self) -> Option<usize>

Returns the number of outputs produced by the model. Read more

Auto Trait Implementations§

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impl<'a, M> Freeze for DeviceModel<'a, M>

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impl<'a, M> RefUnwindSafe for DeviceModel<'a, M>
where M: RefUnwindSafe,

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impl<'a, M> Send for DeviceModel<'a, M>
where M: Sync,

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impl<'a, M> Sync for DeviceModel<'a, M>
where M: Sync,

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impl<'a, M> Unpin for DeviceModel<'a, M>

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impl<'a, M> UnsafeUnpin for DeviceModel<'a, M>

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impl<'a, M> UnwindSafe for DeviceModel<'a, M>
where M: RefUnwindSafe,

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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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<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> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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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