org.deeplearning4j.nn.modelimport.keras

Class ModelConfiguration

java.lang.Object

org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

Use KerasModelImport instead.

@Deprecated
public class ModelConfiguration
extends Object

Routines for importing saved Keras model configurations.

Author:

dave@skymind.io

Method Summary

Modifier and Type	Method and Description
static ComputationGraphConfiguration	importFunctionalApiConfig(String modelJson) Deprecated. Use KerasModel instead
static ComputationGraphConfiguration	importFunctionalApiConfigFromFile(String modelJsonFilename) Deprecated. Use KerasModelImport.importKerasModelConfiguration(java.lang.String, boolean) instead
static ComputationGraphConfiguration	importFunctionalApiConfigFromInputStream(InputStream inputStream) Deprecated.
static MultiLayerConfiguration	importSequentialModelConfig(String modelJson) Deprecated. Use KerasSequentialModel instead
static MultiLayerConfiguration	importSequentialModelConfigFromFile(String modelJsonFilename) Deprecated. Use KerasModelImport.importKerasSequentialConfiguration(java.lang.String, boolean) instead
static MultiLayerConfiguration	importSequentialModelConfigFromInputStream(InputStream inputStream) Deprecated.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

importSequentialModelConfigFromInputStream

@Deprecated
public static MultiLayerConfiguration importSequentialModelConfigFromInputStream(InputStream inputStream)
                                                                                      throws IOException,
                                                                                             InvalidKerasConfigurationException,
                                                                                             UnsupportedKerasConfigurationException

Deprecated.

Imports a Keras Sequential model configuration saved using call to model.to_json().

Parameters:

inputStream - InputStream containing Keras Sequential configuration as valid JSON.

Returns:

DL4J MultiLayerConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException

importFunctionalApiConfigFromInputStream

@Deprecated
public static ComputationGraphConfiguration importFunctionalApiConfigFromInputStream(InputStream inputStream)
                                                                                          throws IOException,
                                                                                                 InvalidKerasConfigurationException,
                                                                                                 UnsupportedKerasConfigurationException

Deprecated.

Imports a Keras Functional API model configuration saved using call to model.to_json().

Parameters:

inputStream - InputStream containing Keras Sequential configuration as valid JSON.

Returns:

DL4J ComputationGraphConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException

importSequentialModelConfigFromFile

@Deprecated
public static MultiLayerConfiguration importSequentialModelConfigFromFile(String modelJsonFilename)
                                                                               throws IOException,
                                                                                      InvalidKerasConfigurationException,
                                                                                      UnsupportedKerasConfigurationException

Deprecated. Use KerasModelImport.importKerasSequentialConfiguration(java.lang.String, boolean) instead

Imports a Keras Sequential model configuration saved using call to model.to_json().

Parameters:

modelJsonFilename - Path to text file storing Keras Sequential configuration as valid JSON.

Returns:

DL4J MultiLayerConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException

importFunctionalApiConfigFromFile

@Deprecated
public static ComputationGraphConfiguration importFunctionalApiConfigFromFile(String modelJsonFilename)
                                                                                   throws IOException,
                                                                                          InvalidKerasConfigurationException,
                                                                                          UnsupportedKerasConfigurationException

Deprecated. Use KerasModelImport.importKerasModelConfiguration(java.lang.String, boolean) instead

Imports a Keras Functional API model configuration saved using call to model.to_json().

Parameters:

modelJsonFilename - Path to text file storing Keras Model configuration as valid JSON.

Returns:

DL4J ComputationGraphConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException

importSequentialModelConfig

@Deprecated
public static MultiLayerConfiguration importSequentialModelConfig(String modelJson)
                                                                       throws IOException,
                                                                              InvalidKerasConfigurationException,
                                                                              UnsupportedKerasConfigurationException

Deprecated. Use KerasSequentialModel instead

Imports a Keras Sequential model configuration saved using call to model.to_json().

Parameters:

modelJson - String storing Keras Sequential configuration as valid JSON.

Returns:

DL4J MultiLayerConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException

importFunctionalApiConfig

@Deprecated
public static ComputationGraphConfiguration importFunctionalApiConfig(String modelJson)
                                                                           throws IOException,
                                                                                  InvalidKerasConfigurationException,
                                                                                  UnsupportedKerasConfigurationException

Deprecated. Use KerasModel instead

Imports a Keras Functional API model configuration saved using call to model.to_json().

Parameters:

modelJson - String storing Keras Model configuration as valid JSON.

Returns:

DL4J ComputationGraphConfiguration

Throws:

IOException

InvalidKerasConfigurationException

UnsupportedKerasConfigurationException