pub struct ContinuousParameterRange {
pub max_value: String,
pub min_value: String,
pub name: String,
pub scaling_type: Option<String>,
}
Expand description
A list of continuous hyperparameters to tune.
Fields
max_value: String
The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue
value and this value for tuning.
min_value: String
The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValue
for tuning.
name: String
The name of the continuous hyperparameter to tune.
scaling_type: Option<String>
The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:
- Auto
-
Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
- Linear
-
Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
- Logarithmic
-
Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have only values greater than 0.
- ReverseLogarithmic
-
Hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale.
Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.
Trait Implementations
sourceimpl Clone for ContinuousParameterRange
impl Clone for ContinuousParameterRange
sourcefn clone(&self) -> ContinuousParameterRange
fn clone(&self) -> ContinuousParameterRange
Returns a copy of the value. Read more
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source
. Read more
sourceimpl Debug for ContinuousParameterRange
impl Debug for ContinuousParameterRange
sourceimpl Default for ContinuousParameterRange
impl Default for ContinuousParameterRange
sourcefn default() -> ContinuousParameterRange
fn default() -> ContinuousParameterRange
Returns the “default value” for a type. Read more
sourceimpl<'de> Deserialize<'de> for ContinuousParameterRange
impl<'de> Deserialize<'de> for ContinuousParameterRange
sourcefn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
sourceimpl PartialEq<ContinuousParameterRange> for ContinuousParameterRange
impl PartialEq<ContinuousParameterRange> for ContinuousParameterRange
sourcefn eq(&self, other: &ContinuousParameterRange) -> bool
fn eq(&self, other: &ContinuousParameterRange) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &ContinuousParameterRange) -> bool
fn ne(&self, other: &ContinuousParameterRange) -> bool
This method tests for !=
.
sourceimpl Serialize for ContinuousParameterRange
impl Serialize for ContinuousParameterRange
impl StructuralPartialEq for ContinuousParameterRange
Auto Trait Implementations
impl RefUnwindSafe for ContinuousParameterRange
impl Send for ContinuousParameterRange
impl Sync for ContinuousParameterRange
impl Unpin for ContinuousParameterRange
impl UnwindSafe for ContinuousParameterRange
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcefn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
sourceimpl<T> Instrument for T
impl<T> Instrument for T
sourcefn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
sourcefn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
sourceimpl<T> ToOwned for T where
T: Clone,
impl<T> ToOwned for T where
T: Clone,
type Owned = T
type Owned = T
The resulting type after obtaining ownership.
sourcefn clone_into(&self, target: &mut T)
fn clone_into(&self, target: &mut T)
toowned_clone_into
)Uses borrowed data to replace owned data, usually by cloning. Read more
sourceimpl<T> WithSubscriber for T
impl<T> WithSubscriber for T
sourcefn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
sourcefn with_current_subscriber(self) -> WithDispatch<Self>
fn with_current_subscriber(self) -> WithDispatch<Self>
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more