Package | Description |
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org.apache.sysml.runtime.matrix.data |
Modifier and Type | Method and Description |
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boolean |
ConvolutionParameters.compare(ConvolutionParameters that) |
static void |
LibMatrixNative.conv2d(MatrixBlock input,
MatrixBlock filter,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method performs convolution (i.e.
|
static void |
LibMatrixDNN.conv2d(MatrixBlock input,
MatrixBlock filter,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method performs convolution (i.e.
|
static void |
LibMatrixNative.conv2dBackwardData(MatrixBlock filter,
MatrixBlock dout,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method computes the backpropogation errors for previous layer of convolution operation
|
static void |
LibMatrixDNN.conv2dBackwardData(MatrixBlock filter,
MatrixBlock dout,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method computes the backpropogation errors for previous layer of convolution operation
|
static void |
LibMatrixNative.conv2dBackwardFilter(MatrixBlock input,
MatrixBlock dout,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method computes the backpropogation errors for filter of convolution operation
|
static void |
LibMatrixDNN.conv2dBackwardFilter(MatrixBlock input,
MatrixBlock dout,
MatrixBlock outputBlock,
ConvolutionParameters params)
This method computes the backpropogation errors for filter of convolution operation
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getConv2dBackwardDataWorkers(ConvolutionParameters params)
Factory method that returns list of callable tasks for performing conv2d backward data
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getConv2dBackwardFilterWorkers(ConvolutionParameters params)
Factory method that returns list of callable tasks for performing conv2d backward filter
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getConv2dWorkers(ConvolutionParameters params)
Factory method that returns list of callable tasks for performing conv2d
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getMaxPoolingBackwardWorkers(ConvolutionParameters params,
boolean performReluBackward)
Factory method that returns list of callable tasks for performing maxpooling backward operation
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getMaxPoolingWorkers(ConvolutionParameters params)
Factory method that returns list of callable tasks for performing maxpooling operation
|
static ArrayList<Callable<Long>> |
LibMatrixDNNHelper.getReluBackwardWorkers(ConvolutionParameters params)
Factory method that returns list of callable tasks for performing relu backward operation
|
static void |
LibMatrixDNN.maxpooling(MatrixBlock input,
MatrixBlock outputBlock,
ConvolutionParameters params) |
static void |
LibMatrixDNN.maxpoolingBackward(MatrixBlock input,
MatrixBlock dout,
MatrixBlock outputBlock,
ConvolutionParameters params,
boolean performReluBackward)
This method computes the backpropogation errors for previous layer of maxpooling operation
|
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