Uses of Enum Class
org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType

Packages that use LibMatrixDNN.PoolingType

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

Uses of LibMatrixDNN.PoolingType in org.apache.sysds.runtime.matrix.data

Methods in org.apache.sysds.runtime.matrix.data that return LibMatrixDNN.PoolingType

Modifier and Type	Method	Description
static LibMatrixDNN.PoolingType	LibMatrixDNN.PoolingType.valueOf(String name)	Returns the enum constant of this class with the specified name.
static LibMatrixDNN.PoolingType[]	LibMatrixDNN.PoolingType.values()	Returns an array containing the constants of this enum class, in the order they are declared.

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

Modifier and Type	Method	Description
static LibMatrixCuDNNPoolingDescriptors	LibMatrixCuDNNPoolingDescriptors.cudnnPoolingBackwardDescriptors(GPUContext gCtx, String instName, int N, int C, int H, int W, int K, int R, int S, int pad_h, int pad_w, int stride_h, int stride_w, int P, int Q, LibMatrixDNN.PoolingType poolingType)	Get descriptors for maxpooling backward operation
static LibMatrixCuDNNPoolingDescriptors	LibMatrixCuDNNPoolingDescriptors.cudnnPoolingDescriptors(GPUContext gCtx, String instName, int N, int C, int H, int W, int K, int R, int S, int pad_h, int pad_w, int stride_h, int stride_w, int P, int Q, LibMatrixDNN.PoolingType poolingType)	Get descriptors for maxpooling operation
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 void	LibMatrixCuDNN.pooling(GPUContext gCtx, String instName, MatrixObject image, MatrixObject outputBlock, int N, int C, int H, int W, int K, int R, int S, int pad_h, int pad_w, int stride_h, int stride_w, int P, int Q, LibMatrixDNN.PoolingType poolingType, double intermediateMemoryBudget)	performs maxpooling on GPU by exploiting cudnnPoolingForward(...)
static void	LibMatrixDNN.pooling(MatrixBlock input, MatrixBlock output, DnnParameters params, LibMatrixDNN.PoolingType poolType)
static void	LibMatrixCuDNN.poolingBackward(GPUContext gCtx, String instName, MatrixObject image, MatrixObject dout, MatrixObject maxpoolOutput, MatrixObject outputBlock, int N, int C, int H, int W, int K, int R, int S, int pad_h, int pad_w, int stride_h, int stride_w, int P, int Q, LibMatrixDNN.PoolingType poolingType, double intermediateMemoryBudget)	Performs maxpoolingBackward on GPU by exploiting cudnnPoolingBackward(...) This method computes the backpropogation errors for previous layer of maxpooling operation
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
static void	LibMatrixDNNPooling.poolingDenseStride1Pad0(LibMatrixDNN.PoolingType pType, double minVal, double pFact, double[] in, double[] out, int rl, int ru, int ii, int oi, int C, int P, int Q, int R, int S, int H, int W)