cuda_rust_wasm::neural_integration

Enum NeuralOperation

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

Variants§

MatrixMultiply

Fields

§a_rows: usize

§a_cols: usize

§b_cols: usize

§_phantom: PhantomData<T>

VectorAdd

Fields

§size: usize

§_phantom: PhantomData<T>

ActivationFunction

Fields

§function: ActivationFunction

§size: usize

§_phantom: PhantomData<T>

Convolution

Fields

§channels: usize

§kernel_size: usize

§stride: usize

§_phantom: PhantomData<T>

ForwardPropagation

Fields

§layer_sizes: Vec<usize>

§_phantom: PhantomData<T>

BackwardPropagation

Fields

§layer_sizes: Vec<usize>

§_phantom: PhantomData<T>

Custom

Fields

§kernel_source: String

§name: String

§_phantom: PhantomData<T>

Implementations§

impl<T> NeuralOperation<T>

pub fn name(&self) -> String

Trait Implementations§

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

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

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl<T: Debug> Debug for NeuralOperation<T>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

impl<T> Freeze for NeuralOperation<T>

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

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

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

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

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

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

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

impl<T> Downcast<T> for T

fn downcast(&self) -> &T

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<T> Upcast<T> for T

fn upcast(&self) -> Option<&T>

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

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

impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

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