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LrSchedulerConfig

burn::lr_scheduler

Enum LrSchedulerConfig

pub enum LrSchedulerConfig {
    Constant(f64),
    Linear(LinearLrSchedulerConfig),
    Cosine(CosineAnnealingLrSchedulerConfig),
    Exponential(ExponentialLrSchedulerConfig),
    Noam(NoamLrSchedulerConfig),
    Step(StepLrSchedulerConfig),
    Composed(ComposedLrSchedulerConfig),
    Sequential(SequentialLrSchedulerConfig),
}

Expand description

An enum for possible learning rate scheduler configs.

Variants§

Constant(f64)

A constant learning rate.

Linear(LinearLrSchedulerConfig)

A LinearLrSchedulerConfig

Cosine(CosineAnnealingLrSchedulerConfig)

A CosineAnnealingLrSchedulerConfig

Exponential(ExponentialLrSchedulerConfig)

A ExponentialLrSchedulerConfig

Noam(NoamLrSchedulerConfig)

A NoamLrSchedulerConfig

Step(StepLrSchedulerConfig)

A StepLrSchedulerConfig

Composed(ComposedLrSchedulerConfig)

A ComposedLrSchedulerConfig

Sequential(SequentialLrSchedulerConfig)

A SequentialLrSchedulerConfig

Trait Implementations§

impl Clone for LrSchedulerConfig

fn clone(&self) -> LrSchedulerConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

impl Config for LrSchedulerConfig

fn save<P>(&self, file: P) -> Result<(), Error>
where P: AsRef<Path>,

Saves the configuration to a file. Read more

fn load<P>(file: P) -> Result<Self, ConfigError>
where P: AsRef<Path>,

Loads the configuration from a file. Read more

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer. Read more

impl Debug for LrSchedulerConfig

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for LrSchedulerConfig

fn deserialize<D>( deserializer: D, ) -> Result<LrSchedulerConfig, <D as Deserializer<'de>>::Error>
where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Display for LrSchedulerConfig

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

Formats the value using the given formatter. Read more

impl From<ComposedLrSchedulerConfig> for LrSchedulerConfig

fn from(config: ComposedLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<CosineAnnealingLrSchedulerConfig> for LrSchedulerConfig

fn from(config: CosineAnnealingLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<ExponentialLrSchedulerConfig> for LrSchedulerConfig

fn from(config: ExponentialLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<LinearLrSchedulerConfig> for LrSchedulerConfig

fn from(config: LinearLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<NoamLrSchedulerConfig> for LrSchedulerConfig

fn from(config: NoamLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<SequentialLrSchedulerConfig> for LrSchedulerConfig

fn from(config: SequentialLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<StepLrSchedulerConfig> for LrSchedulerConfig

fn from(config: StepLrSchedulerConfig) -> LrSchedulerConfig

Converts to this type from the input type.

impl From<f64> for LrSchedulerConfig

fn from(config: f64) -> LrSchedulerConfig

Converts to this type from the input type.

impl Serialize for LrSchedulerConfig

fn serialize<S>( &self, serializer: S, ) -> Result<<S as Serializer>::Ok, <S as Serializer>::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for LrSchedulerConfig

impl RefUnwindSafe for LrSchedulerConfig

impl Send for LrSchedulerConfig

impl Sync for LrSchedulerConfig

impl Unpin for LrSchedulerConfig

impl UnsafeUnpin for LrSchedulerConfig

impl UnwindSafe for LrSchedulerConfig

Blanket Implementations§

impl<T> Adaptor<()> for T

fn adapt(&self)

Adapt the type to be passed to a metric.

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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<K, Q> Comparable<Q> for K
where K: Borrow<Q> + ?Sized, Q: Ord + ?Sized,

fn compare(&self, key: &Q) -> Ordering

Compare self to key and return their ordering.

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

impl<K, Q> Equivalent<Q> for K
where K: Borrow<Q> + ?Sized, Q: Eq + ?Sized,

fn equivalent(&self, key: &Q) -> bool

Compare self to key and return true if they are equal.

impl<T> ErasedDestructor for T
where T: 'static,

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns [Action::Follow] only if self and other return Action::Follow. Read more

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns [Action::Follow] if either self or other returns Action::Follow. Read more

impl<T> Read<Exclusive, BecauseExclusive> for T
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impl<T> Same for T

type Output = T

Should always be Self

impl<T> ToCompactString for T
where T: Display,

fn try_to_compact_string(&self) -> Result<CompactString, ToCompactStringError>

Fallible version of [ToCompactString::to_compact_string()] Read more

fn to_compact_string(&self) -> CompactString

Converts the given value to a [CompactString]. Read more

impl<T> ToLine for T
where T: Display,

fn to_line(&self) -> Line<'_>

Converts the value to a [Line].

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

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

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fn vzip(self) -> V

impl<T> WithSubscriber for T

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where S: Into<Dispatch>,

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