Struct rusoto_sagemaker::TrainingSpecification
source · [−]pub struct TrainingSpecification {
pub metric_definitions: Option<Vec<MetricDefinition>>,
pub supported_hyper_parameters: Option<Vec<HyperParameterSpecification>>,
pub supported_training_instance_types: Vec<String>,
pub supported_tuning_job_objective_metrics: Option<Vec<HyperParameterTuningJobObjective>>,
pub supports_distributed_training: Option<bool>,
pub training_channels: Vec<ChannelSpecification>,
pub training_image: String,
pub training_image_digest: Option<String>,
}
Expand description
Defines how the algorithm is used for a training job.
Fields
metric_definitions: Option<Vec<MetricDefinition>>
A list of MetricDefinition
objects, which are used for parsing metrics generated by the algorithm.
supported_hyper_parameters: Option<Vec<HyperParameterSpecification>>
A list of the HyperParameterSpecification
objects, that define the supported hyperparameters. This is required if the algorithm supports automatic model tuning.>
supported_training_instance_types: Vec<String>
A list of the instance types that this algorithm can use for training.
supported_tuning_job_objective_metrics: Option<Vec<HyperParameterTuningJobObjective>>
A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter tuning job.
supports_distributed_training: Option<bool>
Indicates whether the algorithm supports distributed training. If set to false, buyers can't request more than one instance during training.
training_channels: Vec<ChannelSpecification>
A list of ChannelSpecification
objects, which specify the input sources to be used by the algorithm.
training_image: String
The Amazon ECR registry path of the Docker image that contains the training algorithm.
training_image_digest: Option<String>
An MD5 hash of the training algorithm that identifies the Docker image used for training.
Trait Implementations
sourceimpl Clone for TrainingSpecification
impl Clone for TrainingSpecification
sourcefn clone(&self) -> TrainingSpecification
fn clone(&self) -> TrainingSpecification
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 TrainingSpecification
impl Debug for TrainingSpecification
sourceimpl Default for TrainingSpecification
impl Default for TrainingSpecification
sourcefn default() -> TrainingSpecification
fn default() -> TrainingSpecification
Returns the “default value” for a type. Read more
sourceimpl<'de> Deserialize<'de> for TrainingSpecification
impl<'de> Deserialize<'de> for TrainingSpecification
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<TrainingSpecification> for TrainingSpecification
impl PartialEq<TrainingSpecification> for TrainingSpecification
sourcefn eq(&self, other: &TrainingSpecification) -> bool
fn eq(&self, other: &TrainingSpecification) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &TrainingSpecification) -> bool
fn ne(&self, other: &TrainingSpecification) -> bool
This method tests for !=
.
sourceimpl Serialize for TrainingSpecification
impl Serialize for TrainingSpecification
impl StructuralPartialEq for TrainingSpecification
Auto Trait Implementations
impl RefUnwindSafe for TrainingSpecification
impl Send for TrainingSpecification
impl Sync for TrainingSpecification
impl Unpin for TrainingSpecification
impl UnwindSafe for TrainingSpecification
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