Constant Field Values

Contents

• org.deeplearning4j.*

org.deeplearning4j.*

org.deeplearning4j.nn.modelimport.keras.KerasLayer

Modifier and Type	Constant Field	Value
public static final String	DIM_ORDERING_TENSORFLOW	"tf"
public static final String	DIM_ORDERING_THEANO	"th"
public static final String	INIT_GLOROT_NORMAL	"glorot_normal"
public static final String	INIT_GLOROT_UNIFORM	"glorot_uniform"
public static final String	INIT_HE_NORMAL	"he_normal"
public static final String	INIT_HE_UNIFORM	"he_uniform"
public static final String	INIT_IDENTITY	"identity"
public static final String	INIT_LECUN_UNIFORM	"lecun_uniform"
public static final String	INIT_NORMAL	"normal"
public static final String	INIT_ORTHOGONAL	"orthogonal"
public static final String	INIT_UNIFORM	"uniform"
public static final String	INIT_ZERO	"zero"
public static final String	KERAS_ACTIVATION_HARD_SIGMOID	"hard_sigmoid"
public static final String	KERAS_ACTIVATION_LINEAR	"linear"
public static final String	KERAS_ACTIVATION_RELU	"relu"
public static final String	KERAS_ACTIVATION_SIGMOID	"sigmoid"
public static final String	KERAS_ACTIVATION_SOFTMAX	"softmax"
public static final String	KERAS_ACTIVATION_SOFTPLUS	"softplus"
public static final String	KERAS_ACTIVATION_SOFTSIGN	"softsign"
public static final String	KERAS_ACTIVATION_TANH	"tanh"
public static final String	KERAS_LOSS_BINARY_CROSSENTROPY	"binary_crossentropy"
public static final String	KERAS_LOSS_CATEGORICAL_CROSSENTROPY	"categorical_crossentropy"
public static final String	KERAS_LOSS_COSINE_PROXIMITY	"cosine_proximity"
public static final String	KERAS_LOSS_HINGE	"hinge"
public static final String	KERAS_LOSS_KLD	"kld"
public static final String	KERAS_LOSS_KULLBACK_LEIBLER_DIVERGENCE	"kullback_leibler_divergence"
public static final String	KERAS_LOSS_MAE	"mae"
public static final String	KERAS_LOSS_MAPE	"mape"
public static final String	KERAS_LOSS_MEAN_ABSOLUTE_ERROR	"mean_absolute_error"
public static final String	KERAS_LOSS_MEAN_ABSOLUTE_PERCENTAGE_ERROR	"mean_absolute_percentage_error"
public static final String	KERAS_LOSS_MEAN_SQUARED_ERROR	"mean_squared_error"
public static final String	KERAS_LOSS_MEAN_SQUARED_LOGARITHMIC_ERROR	"mean_squared_logarithmic_error"
public static final String	KERAS_LOSS_MSE	"mse"
public static final String	KERAS_LOSS_MSLE	"msle"
public static final String	KERAS_LOSS_POISSON	"poisson"
public static final String	KERAS_LOSS_SPARSE_CATEGORICAL_CROSSENTROPY	"sparse_categorical_crossentropy"
public static final String	KERAS_LOSS_SQUARED_HINGE	"squared_hinge"
public static final String	LAYER_BORDER_MODE_FULL	"full"
public static final String	LAYER_BORDER_MODE_SAME	"same"
public static final String	LAYER_BORDER_MODE_VALID	"valid"
public static final String	LAYER_CLASS_NAME_ACTIVATION	"Activation"
public static final String	LAYER_CLASS_NAME_AVERAGE_POOLING_1D	"AveragePooling1D"
public static final String	LAYER_CLASS_NAME_AVERAGE_POOLING_2D	"AveragePooling2D"
public static final String	LAYER_CLASS_NAME_BATCHNORMALIZATION	"BatchNormalization"
public static final String	LAYER_CLASS_NAME_CONVOLUTION_1D	"Convolution1D"
public static final String	LAYER_CLASS_NAME_CONVOLUTION_2D	"Convolution2D"
public static final String	LAYER_CLASS_NAME_DENSE	"Dense"
public static final String	LAYER_CLASS_NAME_DROPOUT	"Dropout"
public static final String	LAYER_CLASS_NAME_EMBEDDING	"Embedding"
public static final String	LAYER_CLASS_NAME_FLATTEN	"Flatten"
public static final String	LAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_1D	"GlobalAveragePooling1D"
public static final String	LAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_2D	"GlobalAveragePooling2D"
public static final String	LAYER_CLASS_NAME_GLOBAL_MAX_POOLING_1D	"GlobalMaxPooling1D"
public static final String	LAYER_CLASS_NAME_GLOBAL_MAX_POOLING_2D	"GlobalMaxPooling2D"
public static final String	LAYER_CLASS_NAME_INPUT	"InputLayer"
public static final String	LAYER_CLASS_NAME_LSTM	"LSTM"
public static final String	LAYER_CLASS_NAME_MAX_POOLING_1D	"MaxPooling1D"
public static final String	LAYER_CLASS_NAME_MAX_POOLING_2D	"MaxPooling2D"
public static final String	LAYER_CLASS_NAME_MERGE	"Merge"
public static final String	LAYER_CLASS_NAME_TIME_DISTRIBUTED	"TimeDistributed"
public static final String	LAYER_CLASS_NAME_TIME_DISTRIBUTED_DENSE	"TimeDistributedDense"
public static final String	LAYER_CLASS_NAME_ZERO_PADDING_1D	"ZeroPadding1D"
public static final String	LAYER_CLASS_NAME_ZERO_PADDING_2D	"ZeroPadding2D"
public static final String	LAYER_FIELD_ACTIVATION	"activation"
public static final String	LAYER_FIELD_B_REGULARIZER	"b_regularizer"
public static final String	LAYER_FIELD_BATCH_INPUT_SHAPE	"batch_input_shape"
public static final String	LAYER_FIELD_BORDER_MODE	"border_mode"
public static final String	LAYER_FIELD_CLASS_NAME	"class_name"
public static final String	LAYER_FIELD_CONFIG	"config"
public static final String	LAYER_FIELD_DIM_ORDERING	"dim_ordering"
public static final String	LAYER_FIELD_DROPOUT	"dropout"
public static final String	LAYER_FIELD_DROPOUT_W	"dropout_W"
public static final String	LAYER_FIELD_INBOUND_NODES	"inbound_nodes"
public static final String	LAYER_FIELD_INIT	"init"
public static final String	LAYER_FIELD_LAYER	"layer"
public static final String	LAYER_FIELD_NAME	"name"
public static final String	LAYER_FIELD_NB_COL	"nb_col"
public static final String	LAYER_FIELD_NB_FILTER	"nb_filter"
public static final String	LAYER_FIELD_NB_ROW	"nb_row"
public static final String	LAYER_FIELD_OUTPUT_DIM	"output_dim"
public static final String	LAYER_FIELD_POOL_SIZE	"pool_size"
public static final String	LAYER_FIELD_STRIDES	"strides"
public static final String	LAYER_FIELD_SUBSAMPLE	"subsample"
public static final String	LAYER_FIELD_W_REGULARIZER	"W_regularizer"
public static final String	REGULARIZATION_TYPE_L1	"l1"
public static final String	REGULARIZATION_TYPE_L2	"l2"

org.deeplearning4j.nn.modelimport.keras.KerasModel

Modifier and Type	Constant Field	Value
public static final String	HDF5_MODEL_CONFIG_ATTRIBUTE	"model_config"
public static final String	HDF5_MODEL_WEIGHTS_ROOT	"model_weights"
public static final String	HDF5_TRAINING_CONFIG_ATTRIBUTE	"training_config"
public static final String	MODEL_CLASS_NAME_MODEL	"Model"
public static final String	MODEL_CLASS_NAME_SEQUENTIAL	"Sequential"
public static final String	MODEL_CONFIG_FIELD_INPUT_LAYERS	"input_layers"
public static final String	MODEL_CONFIG_FIELD_LAYERS	"layers"
public static final String	MODEL_CONFIG_FIELD_OUTPUT_LAYERS	"output_layers"
public static final String	MODEL_FIELD_CLASS_NAME	"class_name"
public static final String	MODEL_FIELD_CONFIG	"config"
public static final String	TRAINING_CONFIG_FIELD_LOSS	"loss"

org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

Modifier and Type	Constant Field	Value
public static final int	LAYER_BATCHNORM_MODE_1	1
public static final int	LAYER_BATCHNORM_MODE_2	2
public static final String	LAYER_FIELD_AXIS	"axis"
public static final String	LAYER_FIELD_BETA_REGULARIZER	"beta_regularizer"
public static final String	LAYER_FIELD_EPSILON	"epsilon"
public static final String	LAYER_FIELD_GAMMA_REGULARIZER	"gamma_regularizer"
public static final String	LAYER_FIELD_MODE	"mode"
public static final String	LAYER_FIELD_MOMENTUM	"momentum"
public static final int	NUM_TRAINABLE_PARAMS	4
public static final String	PARAM_NAME_BETA	"beta"
public static final String	PARAM_NAME_GAMMA	"gamma"
public static final String	PARAM_NAME_RUNNING_MEAN	"running_mean"
public static final String	PARAM_NAME_RUNNING_STD	"running_std"

org.deeplearning4j.nn.modelimport.keras.layers.KerasConvolution

Modifier and Type	Constant Field	Value
public static final String	KERAS_PARAM_NAME_B	"b"
public static final String	KERAS_PARAM_NAME_W	"W"
public static final int	NUM_TRAINABLE_PARAMS	2

org.deeplearning4j.nn.modelimport.keras.layers.KerasDense

Modifier and Type	Constant Field	Value
public static final String	KERAS_PARAM_NAME_B	"b"
public static final String	KERAS_PARAM_NAME_W	"W"
public static final int	NUM_TRAINABLE_PARAMS	2

org.deeplearning4j.nn.modelimport.keras.layers.KerasEmbedding

Modifier and Type	Constant Field	Value
public static final String	KERAS_PARAM_NAME_B	"b"
public static final String	KERAS_PARAM_NAME_W	"W"
public static final String	LAYER_FIELD_INPUT_DIM	"input_dim"
public static final int	NUM_TRAINABLE_PARAMS	1

org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Modifier and Type	Constant Field	Value
public static final int	NO_TRUNCATED_BPTT	0

org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

Modifier and Type	Constant Field	Value
public static final String	KERAS_CLASS_NAME_LOSS	"Loss"

org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

Modifier and Type	Constant Field	Value
public static final String	KERAS_PARAM_NAME_B_C	"b_c"
public static final String	KERAS_PARAM_NAME_B_F	"b_f"
public static final String	KERAS_PARAM_NAME_B_I	"b_i"
public static final String	KERAS_PARAM_NAME_B_O	"b_o"
public static final String	KERAS_PARAM_NAME_U_C	"U_c"
public static final String	KERAS_PARAM_NAME_U_F	"U_f"
public static final String	KERAS_PARAM_NAME_U_I	"U_i"
public static final String	KERAS_PARAM_NAME_U_O	"U_o"
public static final String	KERAS_PARAM_NAME_W_C	"W_c"
public static final String	KERAS_PARAM_NAME_W_F	"W_f"
public static final String	KERAS_PARAM_NAME_W_I	"W_i"
public static final String	KERAS_PARAM_NAME_W_O	"W_o"
public static final String	LAYER_FIELD_DROPOUT_U	"dropout_U"
public static final String	LAYER_FIELD_FORGET_BIAS_INIT	"forget_bias_init"
public static final String	LAYER_FIELD_INNER_ACTIVATION	"inner_activation"
public static final String	LAYER_FIELD_INNER_INIT	"inner_init"
public static final String	LAYER_FIELD_UNROLL	"unroll"
public static final String	LSTM_FORGET_BIAS_INIT_ONE	"one"
public static final String	LSTM_FORGET_BIAS_INIT_ZERO	"zero"
public static final int	NUM_TRAINABLE_PARAMS	12
public static final int	NUM_WEIGHTS_IN_KERAS_LSTM	12

org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

Modifier and Type	Constant Field	Value
public static final String	LAYER_FIELD_MODE	"mode"
public static final String	LAYER_MERGE_MODE_AVE	"ave"
public static final String	LAYER_MERGE_MODE_CONCAT	"concat"
public static final String	LAYER_MERGE_MODE_COS	"cos"
public static final String	LAYER_MERGE_MODE_DOT	"dot"
public static final String	LAYER_MERGE_MODE_MAX	"max"
public static final String	LAYER_MERGE_MODE_MUL	"mul"
public static final String	LAYER_MERGE_MODE_SUM	"sum"

org.deeplearning4j.nn.modelimport.keras.layers.KerasZeroPadding

Modifier and Type	Constant Field	Value
public static final String	LAYER_FIELD_PADDING	"padding"