Skip to main content

AutoMixedPrecision

Struct AutoMixedPrecision 

Source
pub struct AutoMixedPrecision {
    pub policy: PrecisionPolicy,
}
Expand description

Pass that rewrites a graph according to a PrecisionPolicy.

For each node:

  1. Look up the target precision based on op kind.
  2. Update node.shape.dtype to that precision.
  3. If any input has a different dtype, insert a Cast node before it.

After this pass, every node knows its compute precision via its shape dtype. Backends dispatch kernels per-node.

Fields§

§policy: PrecisionPolicy

Implementations§

Trait Implementations§

Source§

impl Pass for AutoMixedPrecision

Source§

fn name(&self) -> &str

Human-readable name for logging.
Source§

fn run(&self, graph: Graph) -> Graph

Transform the graph. Returns a new graph (or the same if no changes).

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

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

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

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

Source§

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

Mutably borrows from an owned value. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

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

Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

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

Source§

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

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.