Constant Field Values

Contents

• org.deeplearning4j.*

org.deeplearning4j.*

org.deeplearning4j.eval.EvaluationBinary

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_EDGE_VALUE	0.0
public static final int	DEFAULT_PRECISION	4

org.deeplearning4j.eval.ROCBinary

Modifier and Type	Constant Field	Value
public static final int	DEFAULT_STATS_PRECISION	4

org.deeplearning4j.eval.ROCMultiClass

Modifier and Type	Constant Field	Value
public static final int	DEFAULT_STATS_PRECISION	4

org.deeplearning4j.nn.conf.constraint.BaseConstraint

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_EPSILON	1.0E-6

org.deeplearning4j.nn.conf.constraint.MinMaxNormConstraint

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_RATE	1.0

org.deeplearning4j.nn.conf.dropout.AlphaDropout

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_ALPHA	1.6732632423543772
public static final double	DEFAULT_LAMBDA	1.0507009873554805

org.deeplearning4j.nn.conf.dropout.Dropout

Modifier and Type	Constant Field	Value
public static final String	CUDNN_DROPOUT_HELPER_CLASS_NAME	"org.deeplearning4j.cuda.dropout.CudnnDropoutHelper"

org.deeplearning4j.nn.conf.graph.L2NormalizeVertex

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_EPS	1.0E-8

org.deeplearning4j.nn.conf.graph.MergeVertex

Modifier and Type	Constant Field	Value
public static final int	DEFAULT_MERGE_DIM	1

org.deeplearning4j.nn.conf.graph.ReshapeVertex

Modifier and Type	Constant Field	Value
public static final char	DEFAULT_RESHAPE_ORDER	99

org.deeplearning4j.nn.gradient.DefaultGradient

Modifier and Type	Constant Field	Value
public static final char	DEFAULT_FLATTENING_ORDER	102

org.deeplearning4j.nn.graph.ComputationGraph

Modifier and Type	Constant Field	Value
protected static final String	WS_ALL_LAYERS_ACT	"WS_ALL_LAYERS_ACT"
protected static final String	WS_LAYER_WORKING_MEM	"WS_LAYER_WORKING_MEM"
protected static final String	WS_OUTPUT_MEM	"WS_OUTPUT_MEM"
protected static final String	WS_RNN_LOOP_WORKING_MEM	"WS_RNN_LOOP_WORKING_MEM"

org.deeplearning4j.nn.layers.convolution.ConvolutionLayer

Modifier and Type	Constant Field	Value
public static final String	CUDA_CNN_HELPER_CLASS_NAME	"org.deeplearning4j.cuda.convolution.CudnnConvolutionHelper"

org.deeplearning4j.nn.layers.convolution.subsampling.SubsamplingLayer

Modifier and Type	Constant Field	Value
public static final String	CUDNN_SUBSAMPLING_HELPER_CLASS_NAME	"org.deeplearning4j.cuda.convolution.subsampling.CudnnSubsamplingHelper"

org.deeplearning4j.nn.layers.normalization.BatchNormalization

Modifier and Type	Constant Field	Value
public static final String	BATCH_NORM_CUDNN_HELPER_CLASS_NAME	"org.deeplearning4j.cuda.normalization.CudnnBatchNormalizationHelper"

org.deeplearning4j.nn.layers.normalization.LocalResponseNormalization

Modifier and Type	Constant Field	Value
public static final String	LOCAL_RESPONSE_NORM_CUDNN_HELPER_CLASS_NAME	"org.deeplearning4j.cuda.normalization.CudnnLocalResponseNormalizationHelper"

org.deeplearning4j.nn.layers.ocnn.OCNNParamInitializer

Modifier and Type	Constant Field	Value
public static final String	K_KEY	"k"
public static final String	NU_KEY	"nu"
public static final String	R_KEY	"r"
public static final String	V_KEY	"v"
public static final String	W_KEY	"w"

org.deeplearning4j.nn.layers.recurrent.GravesLSTM

Modifier and Type	Constant Field	Value
public static final String	STATE_KEY_PREV_ACTIVATION	"prevAct"
public static final String	STATE_KEY_PREV_MEMCELL	"prevMem"

org.deeplearning4j.nn.layers.recurrent.LSTM

Modifier and Type	Constant Field	Value
public static final String	CUDNN_LSTM_CLASS_NAME	"org.deeplearning4j.cuda.recurrent.CudnnLSTMHelper"
public static final String	STATE_KEY_PREV_ACTIVATION	"prevAct"
public static final String	STATE_KEY_PREV_MEMCELL	"prevMem"

org.deeplearning4j.nn.layers.recurrent.SimpleRnn

Modifier and Type	Constant Field	Value
public static final String	STATE_KEY_PREV_ACTIVATION	"prevAct"

org.deeplearning4j.nn.layers.samediff.SameDiffLayer

Modifier and Type	Constant Field	Value
public static final String	INPUT_KEY	"input"
public static final String	MASK_KEY	"mask"

org.deeplearning4j.nn.layers.samediff.SameDiffOutputLayer

Modifier and Type	Constant Field	Value
public static final String	INPUT_KEY	"input"
public static final String	LABELS_KEY	"labels"

org.deeplearning4j.nn.multilayer.MultiLayerNetwork

Modifier and Type	Constant Field	Value
protected static final String	WS_ALL_LAYERS_ACT	"WS_ALL_LAYERS_ACT"
protected static final String	WS_LAYER_ACT_1	"WS_LAYER_ACT_1"
protected static final String	WS_LAYER_ACT_2	"WS_LAYER_ACT_2"
protected static final String	WS_LAYER_WORKING_MEM	"WS_LAYER_WORKING_MEM"
protected static final String	WS_OUTPUT_MEM	"WS_OUTPUT_MEM"
protected static final String	WS_RNN_LOOP_WORKING_MEM	"WS_RNN_LOOP_WORKING_MEM"

org.deeplearning4j.nn.params.BatchNormalizationParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BETA	"beta"
public static final String	GAMMA	"gamma"
public static final String	GLOBAL_LOG_STD	"log10stdev"
public static final String	GLOBAL_MEAN	"mean"
public static final String	GLOBAL_VAR	"var"

org.deeplearning4j.nn.params.BidirectionalParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BACKWARD_PREFIX	"b"
public static final String	FORWARD_PREFIX	"f"

org.deeplearning4j.nn.params.CenterLossParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	CENTER_KEY	"cL"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.Convolution3DParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.ConvolutionParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.Deconvolution3DParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.DefaultParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	GAIN_KEY	"g"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.DepthwiseConvolutionParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.GravesBidirectionalLSTMParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY_BACKWARDS	"bB"
public static final String	BIAS_KEY_FORWARDS	"bF"
public static final String	INPUT_WEIGHT_KEY_BACKWARDS	"WB"
public static final String	INPUT_WEIGHT_KEY_FORWARDS	"WF"
public static final String	RECURRENT_WEIGHT_KEY_BACKWARDS	"RWB"
public static final String	RECURRENT_WEIGHT_KEY_FORWARDS	"RWF"

org.deeplearning4j.nn.params.GravesLSTMParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	INPUT_WEIGHT_KEY	"W"
public static final String	RECURRENT_WEIGHT_KEY	"RW"

org.deeplearning4j.nn.params.LSTMParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	INPUT_WEIGHT_KEY	"W"
public static final String	RECURRENT_WEIGHT_KEY	"RW"

org.deeplearning4j.nn.params.PReLUParamInitializer

Modifier and Type	Constant Field	Value
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.PretrainParamInitializer

Modifier and Type	Constant Field	Value
public static final String	VISIBLE_BIAS_KEY	"vb"

org.deeplearning4j.nn.params.SeparableConvolutionParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	DEPTH_WISE_WEIGHT_KEY	"W"
public static final String	POINT_WISE_WEIGHT_KEY	"pW"

org.deeplearning4j.nn.params.SimpleRnnParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY	"b"
public static final String	GAIN_KEY	"g"
public static final String	RECURRENT_WEIGHT_KEY	"RW"
public static final String	WEIGHT_KEY	"W"

org.deeplearning4j.nn.params.VariationalAutoencoderParamInitializer

Modifier and Type	Constant Field	Value
public static final String	BIAS_KEY_SUFFIX	"b"
public static final String	DECODER_PREFIX	"d"
public static final String	ENCODER_PREFIX	"e"
public static final String	PXZ_B	"pXZb"
public static final String	PXZ_PREFIX	"pXZ"
public static final String	PXZ_W	"pXZW"
public static final String	PZX_LOGSTD2_B	"pZXLogStd2b"
public static final String	PZX_LOGSTD2_PREFIX	"pZXLogStd2"
public static final String	PZX_LOGSTD2_W	"pZXLogStd2W"
public static final String	PZX_MEAN_B	"pZXMeanb"
public static final String	PZX_MEAN_PREFIX	"pZXMean"
public static final String	PZX_MEAN_W	"pZXMeanW"
public static final String	PZX_PREFIX	"pZX"
public static final String	WEIGHT_KEY_SUFFIX	"W"

org.deeplearning4j.nn.weights.IWeightInit

Modifier and Type	Constant Field	Value
public static final char	DEFAULT_WEIGHT_INIT_ORDER	102

org.deeplearning4j.nn.weights.WeightInitUtil

Modifier and Type	Constant Field	Value
public static final char	DEFAULT_WEIGHT_INIT_ORDER	102

org.deeplearning4j.optimize.listeners.CollectScoresIterationListener.ScoreStat

Modifier and Type	Constant Field	Value
public static final int	BUCKET_LENGTH	10000

org.deeplearning4j.optimize.solvers.BackTrackLineSearch

Modifier and Type	Constant Field	Value
protected final double	ALF	9.999999747378752E-5

org.deeplearning4j.optimize.solvers.BaseOptimizer

Modifier and Type	Constant Field	Value
public static final String	GRADIENT_KEY	"g"
public static final String	PARAMS_KEY	"params"
public static final String	SCORE_KEY	"score"
public static final String	SEARCH_DIR	"searchDirection"

org.deeplearning4j.optimize.solvers.accumulation.EncodedGradientsAccumulator

Modifier and Type	Constant Field	Value
public static final long	DEFAULT_INITIAL_MEMORY	104857600L

org.deeplearning4j.optimize.solvers.accumulation.EncodingHandler

Modifier and Type	Constant Field	Value
public static final long	THRESHOLD_LOG_FREQ_MS	10000L

org.deeplearning4j.optimize.solvers.accumulation.IndexedTail

Modifier and Type	Constant Field	Value
protected final int	collapseThreshold	32

org.deeplearning4j.optimize.solvers.accumulation.encoding.threshold.AdaptiveThresholdAlgorithm

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_INITIAL_THRESHOLD	1.0E-4
public static final double	DEFAULT_MAX_SPARSITY_TARGET	0.01
public static final double	DEFAULT_MIN_SPARSITY_TARGET	1.0E-4

org.deeplearning4j.optimize.solvers.accumulation.encoding.threshold.TargetSparsityThresholdAlgorithm

Modifier and Type	Constant Field	Value
public static final double	DEFAULT_INITIAL_THRESHOLD	1.0E-4
public static final double	DEFAULT_SPARSITY_TARGET	0.001

org.deeplearning4j.util.ConvolutionUtils

Modifier and Type	Constant Field	Value
public static final String	NCHW_NHWC_ERROR_MSG	"Note: Convolution layers can be configured for either NCHW (channels first) or NHWC (channels last) format for input images and activations.\nLayers can be configured using .dataFormat(CNN2DFormat.NCHW/NHWC) when constructing the layer, or for the entire net using .setInputType(InputType.convolutional(height, width, depth, CNN2DForman.NCHW/NHWC)).\nImageRecordReader and NativeImageLoader can also be configured to load image data in either NCHW or NHWC format which must match the network"

org.deeplearning4j.util.ModelSerializer

Modifier and Type	Constant Field	Value
public static final String	COEFFICIENTS_BIN	"coefficients.bin"
public static final String	CONFIGURATION_JSON	"configuration.json"
public static final String	NO_PARAMS_MARKER	"noParams.marker"
public static final String	NORMALIZER_BIN	"normalizer.bin"
public static final String	PREPROCESSOR_BIN	"preprocessor.bin"
public static final String	UPDATER_BIN	"updaterState.bin"