Enum NeuralOperation

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pub enum NeuralOperation<T> {
    MatrixMultiply {
        a_rows: usize,
        a_cols: usize,
        b_cols: usize,
        _phantom: PhantomData<T>,
    },
    VectorAdd {
        size: usize,
        _phantom: PhantomData<T>,
    },
    ActivationFunction {
        function: ActivationFunction,
        size: usize,
        _phantom: PhantomData<T>,
    },
    Convolution {
        channels: usize,
        kernel_size: usize,
        stride: usize,
        _phantom: PhantomData<T>,
    },
    ForwardPropagation {
        layer_sizes: Vec<usize>,
        _phantom: PhantomData<T>,
    },
    BackwardPropagation {
        layer_sizes: Vec<usize>,
        _phantom: PhantomData<T>,
    },
    Custom {
        kernel_source: String,
        name: String,
        _phantom: PhantomData<T>,
    },
}
Expand description

Neural operation types

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MatrixMultiply

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§a_rows: usize
§a_cols: usize
§b_cols: usize
§_phantom: PhantomData<T>
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VectorAdd

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§size: usize
§_phantom: PhantomData<T>
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ActivationFunction

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§size: usize
§_phantom: PhantomData<T>
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Convolution

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§channels: usize
§kernel_size: usize
§stride: usize
§_phantom: PhantomData<T>
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ForwardPropagation

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§layer_sizes: Vec<usize>
§_phantom: PhantomData<T>
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BackwardPropagation

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§layer_sizes: Vec<usize>
§_phantom: PhantomData<T>
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Custom

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§kernel_source: String
§name: String
§_phantom: PhantomData<T>

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impl<T> NeuralOperation<T>

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pub fn name(&self) -> String

Trait Implementations§

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impl<T: Clone> Clone for NeuralOperation<T>

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fn clone(&self) -> NeuralOperation<T>

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<T: Debug> Debug for NeuralOperation<T>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<T> Freeze for NeuralOperation<T>

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impl<T> RefUnwindSafe for NeuralOperation<T>
where T: RefUnwindSafe,

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

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

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impl<T> Unpin for NeuralOperation<T>
where T: Unpin,

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impl<T> UnwindSafe for NeuralOperation<T>
where T: UnwindSafe,

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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. 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, 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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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> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T

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