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MixedPrecisionStats

tensorlogic_infer::mixed_precision

Struct MixedPrecisionStats

pub struct MixedPrecisionStats {
    pub compute_dtype: PrecisionMode,
    pub param_dtype: PrecisionMode,
    pub current_scale: f64,
    pub total_steps: usize,
    pub successful_steps: usize,
    pub skipped_steps: usize,
    pub overflow_count: usize,
    pub overflow_rate: f64,
    pub success_rate: f64,
}

Expand description

Statistics about mixed precision training.

Fields§

§compute_dtype: PrecisionMode

Compute dtype

§param_dtype: PrecisionMode

Parameter dtype

§current_scale: f64

Current loss scale

§total_steps: usize

Total training steps

§successful_steps: usize

Successful steps (no overflow)

§skipped_steps: usize

Skipped steps (due to overflow)

§overflow_count: usize

Total overflow count

§overflow_rate: f64

Overflow rate

§success_rate: f64

Success rate

Trait Implementations§

impl Clone for MixedPrecisionStats

fn clone(&self) -> MixedPrecisionStats

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 MixedPrecisionStats

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

Formats the value using the given formatter. Read more

impl Display for MixedPrecisionStats

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

Formats the value using the given formatter. Read more

impl PartialEq for MixedPrecisionStats

fn eq(&self, other: &MixedPrecisionStats) -> bool

Tests for self and other values to be equal, and is used by ==.

1.0.0 · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for MixedPrecisionStats

Auto Trait Implementations§

impl Freeze for MixedPrecisionStats

impl RefUnwindSafe for MixedPrecisionStats

impl Send for MixedPrecisionStats

impl Sync for MixedPrecisionStats

impl Unpin for MixedPrecisionStats

impl UnwindSafe for MixedPrecisionStats

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> 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> ToString for T
where T: Display + ?Sized,

fn to_string(&self) -> String

Converts the given value to a String. 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<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V