ScheduledVariable

class tfsnippet.ScheduledVariable(name, initial_value, dtype=tf.float32, model_var=False, collections=None)

Bases: tfsnippet.utils.tensor_wrapper.TensorWrapper

A non-trainable tf.Variable, whose value might need to be changed as training goes by.

Attributes Summary

assign_op	Get the assignment operation.
assign_ph	Get the assignment placeholder.
tensor	Get the wrapped tf.Tensor.
variable	Get the TensorFlow variable object.

Methods Summary

get()	Get the current value of the variable.
set(value)	Set the value of the variable.

Attributes Documentation

assign_op

Get the assignment operation.

Returns:The assignment operation. Return type:tf.Operation

assign_ph

Get the assignment placeholder.

Returns:The assignment placeholder. Return type:tf.Tensor

tensor

Get the wrapped tf.Tensor. Derived classes must override this to return the actual wrapped tensor.

Returns:The wrapped tensor. Return type:tf.Tensor

variable

Get the TensorFlow variable object.

Returns:The TensorFlow variable object. Return type:tf.Variable

Methods Documentation

get()

Get the current value of the variable.

set(value)

Set the value of the variable.

Parameters:value – The value to be assigned to the variable. Returns:The new value assigned to the variable.