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>> |
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.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
|