LostTech.TensorFlow : API Documentation

Type training_generator

Namespace tensorflow.python.keras.engine.training_generator

Methods

Properties

Public static methods

ValueTuple<object, Nullable<int>> convert_to_generator_like(Dataset data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(object data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(Trackable data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(Sequence data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(ndarray data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(IEnumerator<ValueTuple<IEnumerable<object>, object>> data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

ValueTuple<object, Nullable<int>> convert_to_generator_like(IEnumerable<int> data, Nullable<int> batch_size, Nullable<int> steps_per_epoch, int epochs, bool shuffle)

object convert_to_generator_like_dyn(object data, object batch_size, object steps_per_epoch, ImplicitContainer<T> epochs, ImplicitContainer<T> shuffle)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, object data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, object validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(object model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, IEnumerator<ValueTuple<object, object>> validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, bool shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration(Model model, IEnumerable<IGraphNodeBase> data, Nullable<int> steps_per_epoch, int epochs, int verbose, IEnumerable<object> callbacks, Dataset validation_data, Nullable<int> validation_steps, int validation_freq, IDictionary<string, object> class_weight, int max_queue_size, int workers, bool use_multiprocessing, string shuffle, int initial_epoch, ImplicitContainer<T> mode, Nullable<int> batch_size, string steps_name, IDictionary<string, object> kwargs)

object model_iteration_dyn(object model, object data, object steps_per_epoch, ImplicitContainer<T> epochs, ImplicitContainer<T> verbose, object callbacks, object validation_data, object validation_steps, ImplicitContainer<T> validation_freq, object class_weight, ImplicitContainer<T> max_queue_size, ImplicitContainer<T> workers, ImplicitContainer<T> use_multiprocessing, ImplicitContainer<T> shuffle, ImplicitContainer<T> initial_epoch, ImplicitContainer<T> mode, object batch_size, ImplicitContainer<T> steps_name, IDictionary<string, object> kwargs)

Public properties

PythonFunctionContainer convert_to_generator_like_fn get;

PythonFunctionContainer EagerDatasetOrIteratorTrainingLoop_fn get;

Delegate evaluate_generator get; set;

object evaluate_generator_dyn get; set;

Delegate fit_generator get; set;

object fit_generator_dyn get; set;

PythonFunctionContainer GeneratorLikeTrainingLoop_fn get;

PythonFunctionContainer GeneratorOrSequenceTrainingLoop_fn get;

PythonFunctionContainer model_iteration_fn get;

Delegate predict_generator get; set;

object predict_generator_dyn get; set;