public void SetPoolingNdDescriptor(cudnnPoolingMode mode,
int nbDims,
int[] windowDimA,
int[] paddingA,
int[] strideA
)
{
res = CudaDNNNativeMethods.cudnnSetPoolingNdDescriptor(_desc, mode, nbDims, windowDimA, paddingA, strideA);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnSetPoolingNdDescriptor", res));
if (res != cudnnStatus.Success)
{
throw new CudaDNNException(res);
}
}
/// <summary>
/// This function queries a previously initialized generic pooling descriptor object.
/// </summary>
/// <param name="nbDimsRequested">Dimension of the expected pooling descriptor. It is also the minimum
/// size of the arrays windowDimA, paddingA and strideA in order to be
/// able to hold the results</param>
/// <param name="mode">Enumerant to specify the pooling mode.</param>
/// <param name="maxpoolingNanOpt">Nan propagation option for max pooling.</param>
/// <param name="nbDims">Actual dimension of the pooling descriptor.</param>
/// <param name="windowDimA">Array of dimension of at least nbDimsRequested that will be filled with
/// the window parameters from the provided pooling descriptor.</param>
/// <param name="paddingA">Array of dimension of at least nbDimsRequested that will be filled with
/// the padding parameters from the provided pooling descriptor.</param>
/// <param name="strideA">Array of dimension at least nbDimsRequested that will be filled with
/// the stride parameters from the provided pooling descriptor.</param>
public void GetPoolingNdDescriptor(int nbDimsRequested,
ref cudnnPoolingMode mode,
ref cudnnNanPropagation maxpoolingNanOpt,
ref int nbDims,
int[] windowDimA,
int[] paddingA,
int[] strideA
)
{
res = CudaDNNNativeMethods.cudnnGetPoolingNdDescriptor(_desc, nbDimsRequested, ref mode, ref maxpoolingNanOpt, ref nbDims, windowDimA, paddingA, strideA);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnGetPoolingNdDescriptor", res));
if (res != cudnnStatus.Success)
{
throw new CudaDNNException(res);
}
}
public void SetPooling2dDescriptor(cudnnPoolingMode mode,
int windowHeight,
int windowWidth,
int verticalPadding,
int horizontalPadding,
int verticalStride,
int horizontalStride
)
{
res = CudaDNNNativeMethods.cudnnSetPooling2dDescriptor(_desc, mode, windowHeight, windowWidth, verticalPadding, horizontalPadding, verticalStride, horizontalStride);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnSetPooling2dDescriptor", res));
if (res != cudnnStatus.Success)
{
throw new CudaDNNException(res);
}
}
/// <summary>
/// This function queries a previously created 2D pooling descriptor object.
/// </summary>
/// <param name="mode">Enumerant to specify the pooling mode.</param>
/// <param name="maxpoolingNanOpt">Nan propagation option for max pooling.</param>
/// <param name="windowHeight">Height of the pooling window.</param>
/// <param name="windowWidth">Width of the pooling window.</param>
/// <param name="verticalPadding">Size of vertical padding.</param>
/// <param name="horizontalPadding">Size of horizontal padding.</param>
/// <param name="verticalStride">Pooling vertical stride.</param>
/// <param name="horizontalStride">Pooling horizontal stride.</param>
public void GetPooling2dDescriptor(ref cudnnPoolingMode mode,
ref cudnnNanPropagation maxpoolingNanOpt,
ref int windowHeight,
ref int windowWidth,
ref int verticalPadding,
ref int horizontalPadding,
ref int verticalStride,
ref int horizontalStride
)
{
res = CudaDNNNativeMethods.cudnnGetPooling2dDescriptor(_desc, ref mode, ref maxpoolingNanOpt, ref windowHeight, ref windowWidth, ref verticalPadding, ref horizontalPadding, ref verticalStride, ref horizontalStride);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnGetPooling2dDescriptor", res));
if (res != cudnnStatus.Success)
{
throw new CudaDNNException(res);
}
}
public void GetPooling2dDescriptor(ref cudnnPoolingMode mode,
ref int windowHeight,
ref int windowWidth,
ref int verticalPadding,
ref int horizontalPadding,
ref int verticalStride,
ref int horizontalStride
)
{
res = CudaDNNNativeMethods.cudnnGetPooling2dDescriptor(_desc, ref mode, ref windowHeight, ref windowWidth, ref verticalPadding, ref horizontalPadding, ref verticalStride, ref horizontalStride);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnGetPooling2dDescriptor", res));
if (res != cudnnStatus.Success) throw new CudaDNNException(res);
}
public void SetPoolingNdDescriptor(cudnnPoolingMode mode,
int nbDims,
int[] windowDimA,
int[] paddingA,
int[] strideA
)
{
res = CudaDNNNativeMethods.cudnnSetPoolingNdDescriptor(_desc, mode, nbDims, windowDimA, paddingA, strideA);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnSetPoolingNdDescriptor", res));
if (res != cudnnStatus.Success) throw new CudaDNNException(res);
}
public static extern cudnnStatus cudnnGetPoolingNdDescriptor( cudnnPoolingDescriptor poolingDesc, int nbDimsRequested, ref cudnnPoolingMode mode, ref int nbDims, int[] windowDimA, int[] paddingA, int[] strideA );
public static extern cudnnStatus cudnnSetPoolingNdDescriptor( cudnnPoolingDescriptor poolingDesc, cudnnPoolingMode mode, int nbDims, int[] windowDimA, int[] paddingA, int[] strideA );
public static extern cudnnStatus cudnnGetPooling2dDescriptor( cudnnPoolingDescriptor poolingDesc, ref cudnnPoolingMode mode, ref int windowHeight, ref int windowWidth, ref int verticalPadding, ref int horizontalPadding, ref int verticalStride, ref int horizontalStride );
public static extern cudnnStatus cudnnSetPooling2dDescriptor( cudnnPoolingDescriptor poolingDesc,
cudnnPoolingMode mode,
cudnnNanPropagation maxpoolingNanOpt,
int windowHeight,
int windowWidth,
int verticalPadding,
int horizontalPadding,
int verticalStride,
int horizontalStride
);
/// <summary>
/// This function initializes a previously created generic pooling descriptor object into a 2D description.
/// </summary>
/// <param name="mode">Enumerant to specify the pooling mode.</param>
/// <param name="maxpoolingNanOpt">Nan propagation option for max pooling.</param>
/// <param name="windowHeight">Height of the pooling window.</param>
/// <param name="windowWidth">Width of the pooling window.</param>
/// <param name="verticalPadding">Size of vertical padding.</param>
/// <param name="horizontalPadding">Size of horizontal padding</param>
/// <param name="verticalStride">Pooling vertical stride.</param>
/// <param name="horizontalStride">Pooling horizontal stride.</param>
public void SetPooling2dDescriptor(cudnnPoolingMode mode,
cudnnNanPropagation maxpoolingNanOpt,
int windowHeight,
int windowWidth,
int verticalPadding,
int horizontalPadding,
int verticalStride,
int horizontalStride
)
{
res = CudaDNNNativeMethods.cudnnSetPooling2dDescriptor(_desc, mode, maxpoolingNanOpt, windowHeight, windowWidth, verticalPadding, horizontalPadding, verticalStride, horizontalStride);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnSetPooling2dDescriptor", res));
if (res != cudnnStatus.Success) throw new CudaDNNException(res);
}
/// <summary>
/// This function queries a previously initialized generic pooling descriptor object.
/// </summary>
/// <param name="nbDimsRequested">Dimension of the expected pooling descriptor. It is also the minimum
/// size of the arrays windowDimA, paddingA and strideA in order to be
/// able to hold the results</param>
/// <param name="mode">Enumerant to specify the pooling mode.</param>
/// <param name="maxpoolingNanOpt">Nan propagation option for max pooling.</param>
/// <param name="nbDims">Actual dimension of the pooling descriptor.</param>
/// <param name="windowDimA">Array of dimension of at least nbDimsRequested that will be filled with
/// the window parameters from the provided pooling descriptor.</param>
/// <param name="paddingA">Array of dimension of at least nbDimsRequested that will be filled with
/// the padding parameters from the provided pooling descriptor.</param>
/// <param name="strideA">Array of dimension at least nbDimsRequested that will be filled with
/// the stride parameters from the provided pooling descriptor.</param>
public void GetPoolingNdDescriptor(int nbDimsRequested,
ref cudnnPoolingMode mode,
ref cudnnNanPropagation maxpoolingNanOpt,
ref int nbDims,
int[] windowDimA,
int[] paddingA,
int[] strideA
)
{
res = CudaDNNNativeMethods.cudnnGetPoolingNdDescriptor(_desc, nbDimsRequested, ref mode, ref maxpoolingNanOpt, ref nbDims, windowDimA, paddingA, strideA);
Debug.WriteLine(String.Format("{0:G}, {1}: {2}", DateTime.Now, "cudnnGetPoolingNdDescriptor", res));
if (res != cudnnStatus.Success) throw new CudaDNNException(res);
}