Struct tensorflow::VariableBuilder

pub struct VariableBuilder<'a> { /* private fields */ }

Builds a Variable.

Implementations

impl<'a> VariableBuilder<'a>

pub fn const_initial_value<T: TensorType, TT: Into<Tensor<T>>>( self, value: TT ) -> Self

Sets the initial value from anything that can be converted into a Tensor. This also sets the type and shape.

pub fn const_initial_tensor<T: TensorType>(self, value: &'a Tensor<T>) -> Self

Sets the initial value from a Tensor. This also sets the type and shape.

pub fn initial_value<T: Into<Output>>(self, value: T) -> Self

Sets the initial value from an existing output in the graph. The type and shape are not set and will need to be set manually.

pub fn shape<S: Into<Shape>>(self, shape: S) -> Self

Sets the shape of the variable.

pub fn data_type(self, data_type: DataType) -> Self

Sets the data type of the variable.

pub fn build(self, scope: &mut Scope) -> Result<Variable>

Builds the Variable.

Trait Implementations

impl<'a> Debug for VariableBuilder<'a>

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

Formats the value using the given formatter.

impl<'a> Default for VariableBuilder<'a>

fn default() -> Self

Returns the “default value” for a type.