LostTech.TensorFlow : API Documentation

Type l2hmc

Namespace tensorflow.contrib.eager.python.examples.l2hmc.l2hmc

Methods

Properties

Public static methods

ValueTuple<object, object, object> compute_loss(Dynamics dynamics, IGraphNodeBase x, double scale, double eps)

object compute_loss_dyn(object dynamics, object x, ImplicitContainer<T> scale, ImplicitContainer<T> eps)

ValueTuple<object, Tensor, object> get_rw_energy_fn()

object get_rw_energy_fn_dyn()

ValueTuple<object, Tensor, object> get_scg_energy_fn()

object get_scg_energy_fn_dyn()

ValueTuple<object, object, object, object> loss_and_grads(Dynamics dynamics, IGraphNodeBase x, ImplicitContainer<T> loss_fn)

object loss_and_grads_dyn(object dynamics, object x, ImplicitContainer<T> loss_fn)

Public properties

PythonFunctionContainer compute_loss_fn get;

PythonFunctionContainer Dynamics_fn get;

PythonFunctionContainer get_rw_energy_fn_fn get;

PythonFunctionContainer get_scg_energy_fn_fn get;

PythonFunctionContainer loss_and_grads_fn get;