LostTech.TensorFlow : API Documentation

Type training_distributed

Namespace tensorflow.python.keras.engine.training_distributed

Methods

Properties

Public static methods

History experimental_tpu_fit_loop(Model model, object dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, IEnumerable<object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, IEnumerable<object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, IDictionary<string, object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, IDictionary<string, object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, ndarray dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, ndarray dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, object dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, Dataset dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, IEnumerable<object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, IEnumerable<object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, IDictionary<string, object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, IDictionary<string, object> dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, ndarray dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, Dataset val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, ndarray dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(object model, object dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

History experimental_tpu_fit_loop(Model model, object dataset, int epochs, int verbose, IEnumerable<Callback> callbacks, int initial_epoch, object steps_per_epoch, IEnumerable<object> val_dataset, Nullable<int> validation_steps, int validation_freq)

object experimental_tpu_fit_loop_dyn(object model, object dataset, ImplicitContainer<T> epochs, ImplicitContainer<T> verbose, object callbacks, ImplicitContainer<T> initial_epoch, object steps_per_epoch, object val_dataset, object validation_steps, ImplicitContainer<T> validation_freq)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, bool verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, int verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, bool verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, bool verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, bool verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, int verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, int verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, int verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, int verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, bool verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, bool verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, bool verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, IEnumerable<IGraphNodeBase> dataset, bool verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, int verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, int verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, bool verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, int verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, int verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, int verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, bool verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, bool verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, bool verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, bool verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, int verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, bool verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, IEnumerable<IGraphNodeBase> dataset, int verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, bool verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, bool verbose, object steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, int verbose, IGraphNodeBase steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, int verbose, int steps, object callbacks)

IList<object> experimental_tpu_predict_loop(object model, object dataset, int verbose, IEnumerable<object> steps, object callbacks)

IList<object> experimental_tpu_predict_loop(Model model, object dataset, int verbose, object steps, object callbacks)

object experimental_tpu_predict_loop_dyn(object model, object dataset, ImplicitContainer<T> verbose, object steps, object callbacks)

object experimental_tpu_test_loop(Model model, IDictionary<string, object> dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, IEnumerable<object> dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, object dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, IDictionary<string, object> dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, object dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(Model model, ndarray dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, ndarray dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, Dataset dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(object model, Dataset dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, IEnumerable<object> dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, Dataset dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(Model model, Dataset dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, object dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(Model model, object dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(object model, ndarray dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, Dataset dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, ndarray dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(Model model, Dataset dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, IDictionary<string, object> dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(object model, IEnumerable<object> dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, IEnumerable<object> dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop(object model, Dataset dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(object model, IDictionary<string, object> dataset, int verbose, object steps, IEnumerable<Callback> callbacks)

object experimental_tpu_test_loop(Model model, Dataset dataset, int verbose, object steps, CallbackList callbacks)

object experimental_tpu_test_loop_dyn(object model, object dataset, ImplicitContainer<T> verbose, object steps, object callbacks)

object train_with_multi_worker(PythonFunctionContainer method)

object train_with_multi_worker_dyn(object method)

Public properties

PythonFunctionContainer DistributionMultiWorkerTrainingLoop_fn get;

PythonFunctionContainer DistributionSingleWorkerTrainingLoop_fn get;

PythonFunctionContainer experimental_tpu_fit_loop_fn get;

PythonFunctionContainer experimental_tpu_predict_loop_fn get;

PythonFunctionContainer experimental_tpu_test_loop_fn get;

PythonFunctionContainer train_with_multi_worker_fn get;