Struct AdamConfig
pub struct AdamConfig { /* private fields */ }
Expand description
Adam configuration.
Implementations§
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impl AdamConfig
impl AdamConfig
pub fn new() ->
AdamConfig
pub fn new() -> AdamConfig
Create a new instance of the config.
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impl AdamConfig
impl AdamConfig
pub fn with_beta_1(self, beta_1: f32)
-> AdamConfig
pub fn with_beta_1(self, beta_1: f32) -> AdamConfig
Parameter for Adam.
pub fn with_beta_2(self, beta_2: f32)
-> AdamConfig
pub fn with_beta_2(self, beta_2: f32) -> AdamConfig
Parameter for Adam.
pub fn with_epsilon(self, epsilon: f32)
-> AdamConfig
pub fn with_epsilon(self, epsilon: f32) -> AdamConfig
A value required for numerical stability.
pub fn with_weight_decay(
self,
weight_decay: Option<WeightDecayConfig>,
) -> AdamConfig
pub fn with_weight_decay( self, weight_decay: Option<WeightDecayConfig>, ) -> AdamConfig
Set the default value for the field.
pub fn with_grad_clipping(
self,
grad_clipping: Option<GradientClippingConfig>,
) -> AdamConfig
pub fn with_grad_clipping( self, grad_clipping: Option<GradientClippingConfig>, ) -> AdamConfig
Set the default value for the field.
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impl AdamConfig
impl AdamConfig
pub fn init<B,
M>(&self) -> OptimizerAdaptor<Adam, M, B>
where
B: AutodiffBackend,
M: AutodiffModule<B>,
pub fn init<B,
M>(&self) -> OptimizerAdaptor<Adam, M, B>
where
B: AutodiffBackend,
M: AutodiffModule<B>,
Trait Implementations§
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impl Clone for AdamConfig
impl Clone for AdamConfig
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fn clone(&self) -> AdamConfig
fn clone(&self) -> AdamConfig
Returns a copy of the value. Read
more
1.0.0 · Source§
fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read
more
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impl Config for AdamConfig
impl Config for AdamConfig
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fn load<P>(file: P) -> Result<Self, ConfigError>
fn load<P>(file: P) -> Result<Self, ConfigError>
Loads the configuration from a file. Read more
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fn load_binary(data: &[u8])
-> Result<Self, ConfigError>
fn load_binary(data: &[u8]) -> Result<Self, ConfigError>
Loads the configuration from a binary buffer. Read more
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impl<'de> Deserialize<'de> for AdamConfig
impl<'de> Deserialize<'de> for AdamConfig
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fn deserialize<D>(
deserializer: D,
) -> Result<AdamConfig, <D as Deserializer<'de>>::Error>where
D: Deserializer<'de>,
fn deserialize<D>(
deserializer: D,
) -> Result<AdamConfig, <D as Deserializer<'de>>::Error>where
D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
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impl Display for AdamConfig
impl Display for AdamConfig
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impl Serialize for AdamConfig
impl Serialize for AdamConfig
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fn serialize<S>(
&self,
serializer: S,
) -> Result<<S as Serializer>::Ok, <S as Serializer>::Error>where
S: Serializer,
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 AdamConfig
impl RefUnwindSafe for AdamConfig
impl Send for AdamConfig
impl Sync for AdamConfig
impl Unpin for AdamConfig
impl UnwindSafe for AdamConfig
Blanket Implementations§
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impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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fn borrow_mut(&mut self) -> &mut
T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read
more
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impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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impl<T> Instrument for T
impl<T> Instrument for T
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fn instrument(self, span: Span) ->
Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
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fn in_current_span(self) ->
Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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impl<T> IntoEither for T
impl<T> IntoEither for T
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fn into_either(self, into_left: bool)
-> Either<Self, Self>
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
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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
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impl<T> Pointable for T
impl<T> Pointable for T
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impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
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impl<T> ToCompactString for Twhere
T: Display,
impl<T> ToCompactString for Twhere
T: Display,
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fn try_to_compact_string(&self)
-> Result<CompactString,
ToCompactStringError>
fn try_to_compact_string(&self) -> Result<CompactString, ToCompactStringError>
Fallible version of
[
ToCompactString::to_compact_string()
] Read more
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fn to_compact_string(&self) ->
CompactString
fn to_compact_string(&self) -> CompactString
Converts the given value to a [
CompactString
].
Read more
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impl<T> ToStringFallible for Twhere
T: Display,
impl<T> ToStringFallible for Twhere
T: Display,
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fn try_to_string(&self) -> Result<String, TryReserveError>
fn try_to_string(&self) -> Result<String, TryReserveError>
ToString::to_string
,
but without panic on OOM.