Uses of Class
org.apache.sysds.runtime.matrix.data.DnnParameters

Packages that use DnnParameters

Package	Description
org.apache.sysds.runtime.matrix.data

Uses of DnnParameters in org.apache.sysds.runtime.matrix.data

Methods in org.apache.sysds.runtime.matrix.data with parameters of type DnnParameters

Modifier and Type	Method	Description
static boolean	LibMatrixDNNLSTM.checkLSTMBackwardInputForOptimisation(DnnParameters params)
static boolean	LibMatrixDNNLSTM.checkLSTMInputForOptimisation(DnnParameters params)
static void	LibMatrixDNNIm2Col.col2imOverSingleImage(int outputN, MatrixBlock input, DnnParameters params)
boolean	DnnParameters.compare(DnnParameters that)
static void	LibMatrixDNN.conv2d(MatrixBlock input, MatrixBlock filter, MatrixBlock outputBlock, DnnParameters params)	This method performs convolution (i.e.
static void	LibMatrixNative.conv2d(MatrixBlock input, MatrixBlock filter, MatrixBlock outputBlock, DnnParameters params)	This method performs convolution (i.e.
static void	LibMatrixDNN.conv2dBackwardData(MatrixBlock filter, MatrixBlock dout, MatrixBlock outputBlock, DnnParameters params)	This method computes the backpropogation errors for previous layer of convolution operation
static void	LibMatrixNative.conv2dBackwardData(MatrixBlock filter, MatrixBlock dout, MatrixBlock outputBlock, DnnParameters params)	This method computes the backpropagation errors for previous layer of convolution operation
static void	LibMatrixDNN.conv2dBackwardFilter(MatrixBlock input, MatrixBlock dout, MatrixBlock outputBlock, DnnParameters params)	This method computes the backpropogation errors for filter of convolution operation
static void	LibMatrixNative.conv2dBackwardFilter(MatrixBlock input, MatrixBlock dout, MatrixBlock outputBlock, DnnParameters params)	This method computes the backpropogation errors for filter of convolution operation
static ArrayList<Callable<Long>>	LibMatrixDNNConv2d.getConv2dBackwardDataWorkers(DnnParameters params)	Factory method that returns list of callable tasks for performing conv2d backward data
static ArrayList<Callable<Long>>	LibMatrixDNNConv2d.getConv2dBackwardFilterWorkers(DnnParameters params)	Factory method that returns list of callable tasks for performing conv2d backward filter
static ArrayList<Callable<Long>>	LibMatrixDNNConv2d.getConv2dWorkers(DnnParameters params)	Factory method that returns list of callable tasks for performing conv2d
static ArrayList<Callable<Long>>	LibMatrixDNNLSTM.getLSTMWorkers(DnnParameters params)
static ArrayList<Callable<Long>>	LibMatrixDNNPooling.getPoolingBackwardWorkers(DnnParameters params, boolean performReluBackward, LibMatrixDNN.PoolingType poolType)	Factory method that returns list of callable tasks for performing maxpooling backward operation
static ArrayList<Callable<Long>>	LibMatrixDNNPooling.getPoolingWorkers(DnnParameters params, LibMatrixDNN.PoolingType poolType)	Factory method that returns list of callable tasks for performing pooling operation
static ArrayList<Callable<Long>>	LibMatrixDNNRelu.getReluBackwardWorkers(DnnParameters params)	Factory method that returns list of callable tasks for performing relu backward operation
static LibMatrixDNNRotate180.Rotate180Worker	LibMatrixDNNRotate180.Rotate180Worker.getWorker(MatrixBlock in, MatrixBlock out, DnnParameters params, boolean zeroOutSparseOutput, boolean trans)
static void	LibMatrixDNNIm2Col.im2col(MatrixBlock in, MatrixBlock out, int r, DnnParameters params, boolean trans)
static void	LibMatrixDNN.lstm(DnnParameters params)
static void	LibMatrixDNN.lstmBackward(DnnParameters params)
static long	LibMatrixDNNLSTM.lstmBackwardGeneric(DnnParameters params)
static long	LibMatrixDNNLSTM.lstmGeneric(DnnParameters params)
static void	LibMatrixDNN.pooling(MatrixBlock input, MatrixBlock output, DnnParameters params, LibMatrixDNN.PoolingType poolType)
static void	LibMatrixDNN.poolingBackward(MatrixBlock input, MatrixBlock dout, MatrixBlock outputBlock, DnnParameters params, boolean performReluBackward, LibMatrixDNN.PoolingType poolType)	This method computes the backpropogation errors for previous layer of pooling operation

Constructors in org.apache.sysds.runtime.matrix.data with parameters of type DnnParameters

Modifier	Constructor	Description
	ReluBackward(int rl, int ru, DnnParameters params)