LostTech.TensorFlow : API Documentation

Type RMSPropOptimizer

Namespace tensorflow.contrib.optimizer_v2.rmsprop

Parent OptimizerV2

Interfaces IRMSPropOptimizer

Methods

Properties

Public instance methods

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(PythonFunctionContainer loss, IDictionary<string, object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IGraphNodeBase grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, bool grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients(object loss, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, IEnumerable<IGraphNodeBase> grad_loss, IEnumerable<IGraphNodeBase> stop_gradients, bool scale_loss_by_num_replicas)

object compute_gradients_dyn(object loss, object var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, object grad_loss, object stop_gradients, ImplicitContainer<T> scale_loss_by_num_replicas)

object minimize(IGraphNodeBase loss, PartitionedVariable global_step, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, Nullable<int> aggregation_method, string name, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object minimize(IGraphNodeBase loss, Variable global_step, IEnumerable<object> var_list, ImplicitContainer<T> gate_gradients, Nullable<int> aggregation_method, string name, IGraphNodeBase grad_loss, IGraphNodeBase stop_gradients, bool scale_loss_by_num_replicas)

object minimize_dyn(object loss, object global_step, object var_list, ImplicitContainer<T> gate_gradients, object aggregation_method, object name, object grad_loss, object stop_gradients, ImplicitContainer<T> scale_loss_by_num_replicas)

Public properties

object PythonObject get;