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Op

any_gpu::autograd

Enum Op

pub enum Op {
    Leaf,
    Add {
        a: TensorId,
        b: TensorId,
    },
    Sub {
        a: TensorId,
        b: TensorId,
    },
    Mul {
        a: TensorId,
        b: TensorId,
    },
    Scale {
        a: TensorId,
        s: f32,
    },
    Relu {
        a: TensorId,
    },
    Sigmoid {
        a: TensorId,
    },
    Swish {
        a: TensorId,
    },
    Tanh {
        a: TensorId,
    },
    Matmul {
        a: TensorId,
        b: TensorId,
        m: u32,
        n: u32,
        k: u32,
    },
    MseLoss {
        pred: TensorId,
        target: TensorId,
    },
    Conv2d {Show 19 fields
        input: TensorId,
        weight: TensorId,
        bias: Option<TensorId>,
        batch: u32,
        in_c: u32,
        in_h: u32,
        in_w: u32,
        out_c: u32,
        out_h: u32,
        out_w: u32,
        kh: u32,
        kw: u32,
        stride_h: u32,
        stride_w: u32,
        pad_h: u32,
        pad_w: u32,
        dil_h: u32,
        dil_w: u32,
        groups: u32,
    },
}

Expand description

Recorded operation for backward pass.

Variants§

Leaf

Leaf tensor (parameter or input). No backward.

Add

Fields

§a: TensorId

§b: TensorId

Sub

Fields

§a: TensorId

§b: TensorId

Mul

Fields

§a: TensorId

§b: TensorId

Scale

Fields

§a: TensorId

§s: f32

Relu

Fields

§a: TensorId

Sigmoid

Fields

§a: TensorId

Swish

Fields

§a: TensorId

Tanh

Fields

§a: TensorId

Matmul

Fields

§a: TensorId

§b: TensorId

§m: u32

§n: u32

§k: u32

MseLoss

Fields

§pred: TensorId

§target: TensorId

Conv2d

Fields

§input: TensorId

§weight: TensorId

§bias: Option<TensorId>

§batch: u32

§in_c: u32

§in_h: u32

§in_w: u32

§out_c: u32

§out_h: u32

§out_w: u32

§kh: u32

§kw: u32

§stride_h: u32

§stride_w: u32

§pad_h: u32

§pad_w: u32

§dil_h: u32

§dil_w: u32

§groups: u32

Trait Implementations§

impl Clone for Op

fn clone(&self) -> Op

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 Debug for Op

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

Formats the value using the given formatter. Read more

impl Copy for Op

Auto Trait Implementations§

impl Freeze for Op

impl RefUnwindSafe for Op

impl Send for Op

impl Sync for Op

impl Unpin for Op

impl UnsafeUnpin for Op

impl UnwindSafe for Op

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<T> WasmNotSend for T
where T: Send,

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

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