LostTech.TensorFlow : API Documentation

Type AdadeltaOptimizer

Namespace tensorflow.train

Parent Optimizer

Interfaces IAdadeltaOptimizer

Optimizer that implements the Adadelta algorithm.

See [M. D. Zeiler](http://arxiv.org/abs/1212.5701) ([pdf](http://arxiv.org/pdf/1212.5701v1.pdf))



Public static methods

AdadeltaOptimizer NewDyn(ImplicitContainer<T> learning_rate, ImplicitContainer<T> rho, ImplicitContainer<T> epsilon, ImplicitContainer<T> use_locking, ImplicitContainer<T> name)

Construct a new Adadelta optimizer.
ImplicitContainer<T> learning_rate
A `Tensor` or a floating point value. The learning rate. To match the exact form in the original paper use 1.0.
ImplicitContainer<T> rho
A `Tensor` or a floating point value. The decay rate.
ImplicitContainer<T> epsilon
A `Tensor` or a floating point value. A constant epsilon used to better conditioning the grad update.
ImplicitContainer<T> use_locking
If `True` use locks for update operations.
ImplicitContainer<T> name
Optional name prefix for the operations created when applying gradients. Defaults to "Adadelta".

Public properties

object PythonObject get;