Struct gapi_grpc::google::cloud::aiplatform::v1::schema::trainingjob::definition::AutoMlImageObjectDetectionInputs [−][src]
Fields
model_type: i32
budget_milli_node_hours: i64
The training budget of creating this model, expressed in milli node
hours i.e. 1,000 value in this field means 1 node hour. The actual
metadata.costMilliNodeHours will be equal or less than this value.
If further model training ceases to provide any improvements, it will
stop without using the full budget and the metadata.successfulStopReason
will be model-converged
.
Note, node_hour = actual_hour * number_of_nodes_involved.
For modelType cloud
(default), the budget must be between 20,000
and 900,000 milli node hours, inclusive. The default value is 216,000
which represents one day in wall time, considering 9 nodes are used.
For model types mobile-tf-low-latency-1
, mobile-tf-versatile-1
,
mobile-tf-high-accuracy-1
the training budget must be between 1,000 and 100,000 milli node hours,
inclusive. The default value is 24,000 which represents one day in
wall time on a single node that is used.
disable_early_stopping: bool
Use the entire training budget. This disables the early stopping feature. When false the early stopping feature is enabled, which means that AutoML Image Object Detection might stop training before the entire training budget has been used.
Implementations
impl AutoMlImageObjectDetectionInputs
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pub fn model_type(&self) -> ModelType
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Returns the enum value of model_type
, or the default if the field is set to an invalid enum value.
pub fn set_model_type(&mut self, value: ModelType)
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Sets model_type
to the provided enum value.
Trait Implementations
impl Clone for AutoMlImageObjectDetectionInputs
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impl Debug for AutoMlImageObjectDetectionInputs
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impl Default for AutoMlImageObjectDetectionInputs
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impl Message for AutoMlImageObjectDetectionInputs
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impl PartialEq<AutoMlImageObjectDetectionInputs> for AutoMlImageObjectDetectionInputs
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impl StructuralPartialEq for AutoMlImageObjectDetectionInputs
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Auto Trait Implementations
impl RefUnwindSafe for AutoMlImageObjectDetectionInputs
impl Send for AutoMlImageObjectDetectionInputs
impl Sync for AutoMlImageObjectDetectionInputs
impl Unpin for AutoMlImageObjectDetectionInputs
impl UnwindSafe for AutoMlImageObjectDetectionInputs
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> From<T> for T
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impl<T> Instrument for T
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impl<T> Instrument for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> IntoRequest<T> for T
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impl<T> ToOwned for T where
T: Clone,
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T: Clone,
impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
impl<V, T> VZip<V> for T where
V: MultiLane<T>,
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V: MultiLane<T>,