pub struct SdcaOptimizer { /* private fields */ }
Expand description

Builder for the SdcaOptimizer operation.

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impl SdcaOptimizer

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pub fn new() -> Self

Creates a new SdcaOptimizer.

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pub fn loss_type<ArgType: Into<String>>(self, value: ArgType) -> Self

Sets the loss_type attribute.

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pub fn adaptative<ArgType: Into<bool>>(self, value: ArgType) -> Self

Sets the adaptative attribute.

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pub fn num_sparse_features<ArgType: Into<i64>>(self, value: ArgType) -> Self

Sets the num_sparse_features attribute.

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pub fn num_sparse_features_with_values<ArgType: Into<i64>>( self, value: ArgType ) -> Self

Sets the num_sparse_features_with_values attribute.

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pub fn num_dense_features<ArgType: Into<i64>>(self, value: ArgType) -> Self

Sets the num_dense_features attribute.

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pub fn l1<ArgType: Into<f32>>(self, value: ArgType) -> Self

Sets the l1 attribute.

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pub fn l2<ArgType: Into<f32>>(self, value: ArgType) -> Self

Sets the l2 attribute.

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pub fn num_loss_partitions<ArgType: Into<i64>>(self, value: ArgType) -> Self

Sets the num_loss_partitions attribute.

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pub fn num_inner_iterations<ArgType: Into<i64>>(self, value: ArgType) -> Self

Sets the num_inner_iterations attribute.

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pub fn add_control_input(self, op: Operation) -> Self

Adds a control input.

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pub fn build<O0: Into<Output>, O1: Into<Output>, O2: Into<Output>, O3: Into<Output>, O4: Into<Output>, O5: Into<Output>, O6: Into<Output>, O7: Into<Output>, O8: Into<Output>, O9: Into<Output>>( &self, sparse_example_indices: O0, sparse_feature_indices: O1, sparse_feature_values: O2, dense_features: O3, example_weights: O4, example_labels: O5, sparse_indices: O6, sparse_weights: O7, dense_weights: O8, example_state_data: O9, scope: &mut Scope ) -> Result<Operation>

Builds the SdcaOptimizer operation.

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pub fn build_instance( &self, sparse_example_indices: Vec<Output>, sparse_feature_indices: Vec<Output>, sparse_feature_values: Vec<Output>, dense_features: Vec<Output>, example_weights: Output, example_labels: Output, sparse_indices: Vec<Output>, sparse_weights: Vec<Output>, dense_weights: Vec<Output>, example_state_data: Output, scope: &mut Scope ) -> Result<SdcaOptimizerInst>

Builds a new instance of ‘SdcaOptimizer’ Operation with it’s Outputs and Inputs exposed as methods.

Trait Implementations§

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impl Debug for SdcaOptimizer

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

Formats the value using the given formatter. Read more
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impl Default for SdcaOptimizer

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fn default() -> SdcaOptimizer

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl<T> Any for Twhere T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for Twhere T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for Twhere U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for Twhere U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.