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Distribution

Enum Distribution 

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pub enum Distribution<T: RngFloatSupported> {
    Uniform {
        lo: T::Scalar,
        hi: T::Scalar,
    },
    Normal {
        mean: T::Scalar,
        std: T::Scalar,
    },
    LogNormal {
        mean: T::Scalar,
        std: T::Scalar,
    },
    Poisson {
        lambda: f64,
    },
    Exponential {
        lambda: T::Scalar,
    },
    Beta {
        alpha: T::Scalar,
        beta: T::Scalar,
    },
    Cauchy {
        loc: T::Scalar,
        scale: T::Scalar,
    },
    Gamma {
        shape: T::Scalar,
        scale: T::Scalar,
    },
    Discrete {
        weights: GpuRef<f32>,
    },
}
Expand description

Every distribution the cuRAND surface is intended to expose. Variants that aren’t yet wired to a kernel return a tagged LibraryError from FillRequest::fill.

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Uniform

Fields

§lo: T::Scalar
§hi: T::Scalar
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Normal

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§mean: T::Scalar
§std: T::Scalar
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LogNormal

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§mean: T::Scalar
§std: T::Scalar
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Poisson

cuRAND’s Poisson is parameterised by a f64 lambda regardless of the float output dtype — preserving that here so the type lines up with curandGeneratePoisson.

Fields

§lambda: f64
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Exponential

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§lambda: T::Scalar
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Beta

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§alpha: T::Scalar
§beta: T::Scalar
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Cauchy

Fields

§loc: T::Scalar
§scale: T::Scalar
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Gamma

Fields

§shape: T::Scalar
§scale: T::Scalar
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Discrete

Fields

§weights: GpuRef<f32>

Auto Trait Implementations§

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impl<T> Freeze for Distribution<T>
where <T as AccelDtype>::Scalar: Freeze,

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impl<T> !RefUnwindSafe for Distribution<T>

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impl<T> Send for Distribution<T>

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impl<T> Sync for Distribution<T>

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impl<T> Unpin for Distribution<T>
where <T as AccelDtype>::Scalar: Unpin,

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impl<T> UnsafeUnpin for Distribution<T>
where <T as AccelDtype>::Scalar: UnsafeUnpin,

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impl<T> !UnwindSafe for Distribution<T>

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, 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> 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> Extension for T
where T: Any + Send + Sync,