LostTech.TensorFlow : API Documentation

Type SequentialHeadWrapper

Namespace tensorflow_estimator.python.estimator.head.sequential_head

Parent _SequentialHead

Interfaces ISequentialHeadWrapper

Methods

Properties

Public instance methods

EstimatorSpec create_estimator_spec(IDictionary<object, IGraphNodeBase> features, object mode, IEnumerable<IGraphNodeBase> logits, IGraphNodeBase labels, Optimizer optimizer, IEnumerable<object> trainable_variables, PythonFunctionContainer train_op_fn, IEnumerable<object> update_ops, object regularization_losses)

IDictionary<string, Metric> metrics(object regularization_losses)

object metrics_dyn(object regularization_losses)

IDictionary<string, Tensor> predictions(IEnumerable<IGraphNodeBase> logits, IEnumerable<string> keys)

IDictionary<string, Tensor> predictions(string logits, IEnumerable<string> keys)

IDictionary<string, Tensor> predictions(ValueTuple<PythonClassContainer, PythonClassContainer> logits, IEnumerable<string> keys)

IDictionary<string, Tensor> predictions(IndexedSlices logits, IEnumerable<string> keys)

IDictionary<string, Tensor> predictions(IGraphNodeBase logits, IEnumerable<string> keys)

IDictionary<string, Tensor> predictions(object logits, IEnumerable<string> keys)

object predictions_dyn(object logits, object keys)

object update_metrics(IDictionary<string, Mean> eval_metrics, IDictionary<object, IGraphNodeBase> features, object logits, IGraphNodeBase labels, object regularization_losses)

object update_metrics(IDictionary<string, Mean> eval_metrics, IDictionary<object, IGraphNodeBase> features, IGraphNodeBase logits, IGraphNodeBase labels, object regularization_losses)

object update_metrics(IDictionary<string, Mean> eval_metrics, IDictionary<object, IGraphNodeBase> features, IEnumerable<IGraphNodeBase> logits, IGraphNodeBase labels, object regularization_losses)

object update_metrics(IDictionary<string, Mean> eval_metrics, IDictionary<object, IGraphNodeBase> features, string logits, IGraphNodeBase labels, object mode, object regularization_losses)

object update_metrics(IDictionary<string, Metric> eval_metrics, IDictionary<object, IGraphNodeBase> features, IGraphNodeBase logits, IGraphNodeBase labels, object mode, object regularization_losses)

object update_metrics(IDictionary<string, Metric> eval_metrics, IDictionary<object, IGraphNodeBase> features, IEnumerable<IGraphNodeBase> logits, IGraphNodeBase labels, object mode, object regularization_losses)

object update_metrics(IDictionary<string, Mean> eval_metrics, IDictionary<object, IGraphNodeBase> features, string logits, IGraphNodeBase labels, object regularization_losses)

object update_metrics_dyn(object eval_metrics, object features, object logits, object labels, object mode, object regularization_losses)

object update_metrics_dyn(object eval_metrics, object features, object logits, object labels, object regularization_losses)

Public static methods

SequentialHeadWrapper NewDyn(object static_head, ImplicitContainer<T> sequence_length_mask, object feature_columns)

Initialize self. See help(type(self)) for accurate signature.

Public properties

string input_sequence_mask_key get;

object input_sequence_mask_key_dyn get;

int logits_dimension get;

object logits_dimension_dyn get;

string loss_reduction get;

object loss_reduction_dyn get;

IList<object> name get;

object name_dyn get;

object PythonObject get;

object static_head get;

object static_head_dyn get;