Struct tensorflow::ops::SdcaOptimizer

source · [−]

pub struct SdcaOptimizer { /* private fields */ }

Expand description

Builder for the SdcaOptimizer operation.

Implementations

source

impl SdcaOptimizer

source

pub fn new() -> Self

Creates a new SdcaOptimizer.

source

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

Sets the loss_type attribute.

source

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

Sets the adaptative attribute.

source

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

Sets the num_sparse_features attribute.

source

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

Sets the num_sparse_features_with_values attribute.

source

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

Sets the num_dense_features attribute.

source

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

Sets the l1 attribute.

source

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

Sets the l2 attribute.

source

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

Sets the num_loss_partitions attribute.

source

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

Sets the num_inner_iterations attribute.

source

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

Adds a control input.

source

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.

Trait Implementations

source

impl Debug for SdcaOptimizer

source

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

Formats the value using the given formatter. Read more

source

impl Default for SdcaOptimizer

source

fn default() -> SdcaOptimizer

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

Auto Trait Implementations

impl RefUnwindSafe for SdcaOptimizer

impl Send for SdcaOptimizer

impl Sync for SdcaOptimizer

impl Unpin for SdcaOptimizer

impl UnwindSafe for SdcaOptimizer

Blanket Implementations

source

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

source

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

source

impl<T> Borrow<T> for T where
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

source

impl<T> BorrowMut<T> for T where
T: ?Sized,

const: unstable · source

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

Mutably borrows from an owned value. Read more

source

impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

source

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

const: unstable · source

fn into(self) -> U

Calls U::from(self).

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

source

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

source

impl<T, U> TryInto for T where
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

Struct tensorflow::ops::SdcaOptimizer

Implementations

impl SdcaOptimizer

pub fn new() -> Self

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

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

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

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

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

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

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

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

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

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

Trait Implementations

impl Debug for SdcaOptimizer

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

impl Default for SdcaOptimizer

fn default() -> SdcaOptimizer

Auto Trait Implementations

impl RefUnwindSafe for SdcaOptimizer

impl Send for SdcaOptimizer

impl Sync for SdcaOptimizer

impl Unpin for SdcaOptimizer

impl UnwindSafe for SdcaOptimizer

Blanket Implementations

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

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

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

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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

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

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

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

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

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,