LostTech.TensorFlow : API Documentation

Type TrainingSampler

Namespace tensorflow.contrib.seq2seq.python.ops.sampler

Parent PythonObjectContainer

Interfaces Sampler, ITrainingSampler

Methods

Properties

Public instance methods

ValueTuple<Tensor, object> initialize(IDictionary<string, object> inputs, object sequence_length)

ValueTuple<Tensor, object> initialize(IEnumerable<object> inputs, object sequence_length)

ValueTuple<Tensor, object> initialize(IGraphNodeBase inputs, object sequence_length)

ValueTuple<Tensor, object> initialize(PythonClassContainer inputs)

ValueTuple<Tensor, object> initialize(PythonClassContainer inputs, object sequence_length)

ValueTuple<Tensor, object> initialize(object inputs, object sequence_length)

object initialize_dyn(object inputs, object sequence_length)

Initializes summary writing for graph execution mode.

This operation is a no-op when executing eagerly.

This helper method provides a higher-level alternative to using tf.contrib.summary.summary_writer_initializer_op and tf.contrib.summary.graph.

Most users will also want to call `tf.compat.v1.train.create_global_step` which can happen before or after this function is called.

Public properties

Tensor batch_size get;

object batch_size_dyn get;

object input_tas get; set;

Tensor inputs get; set;

object PythonObject get;

DType sample_ids_dtype get;

object sample_ids_dtype_dyn get;

TensorShape sample_ids_shape get;

object sample_ids_shape_dyn get;

Tensor sequence_length get; set;

bool time_major get; set;

object zero_inputs get; set;