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

## Class LibMatrixDNNIm2Col

- java.lang.Object
- - org.apache.sysds.runtime.matrix.data.LibMatrixDNNIm2Col

-     public class LibMatrixDNNIm2Col
      extends Object

  This class contains the different implementation of im2col operation

- - ### Constructor Summary

    Constructors
    Constructor | Description
    --- | ---
    `LibMatrixDNNIm2Col()` |

  - ### Method Summary

    All Methods Static Methods Concrete Methods
    Modifier and Type | Method | Description
    --- | --- | ---
    `static void` | `col2imOverSingleImage​(int outputN, MatrixBlock input, DnnParameters params)` |
    `static void` | `im2col​(MatrixBlock in, MatrixBlock out, int r, int C, int R, int S, int H, int W, int P, int Q, int stride_h, int stride_w, int pad_h, int pad_w, boolean trans)` |
    `static void` | `im2col​(MatrixBlock in, MatrixBlock out, int r, DnnParameters params, boolean trans)` |
    `static void` | `im2colDense​(double[] in, double[] out, int r, int C, int R, int S, int H, int W, int P, int Q, int stride_h, int stride_w, int pad_h, int pad_w, boolean trans)` |
    `static void` | `im2colDenseStride1Pad0​(double[] in, double[] out, int ai, int C, int R, int S, int H, int W, int P, int Q)` |
    `static void` | `im2colSparse​(MatrixBlock in, MatrixBlock out, int r, int C, int R, int S, int H, int W, int P, int Q, int stride_h, int stride_w, int pad_h, int pad_w, boolean trans)` |
    `static void` | `preallocateSparseOutput​(MatrixBlock in, MatrixBlock out)` |

    - ### Methods inherited from class java.lang.Object

      `equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

- - ### Constructor Detail

    - #### LibMatrixDNNIm2Col

          public LibMatrixDNNIm2Col()

  - ### Method Detail

    - #### im2col

          public static void im2col​(MatrixBlock in,
                                    MatrixBlock out,
                                    int r,
                                    DnnParameters params,
                                    boolean trans)

    - #### im2col

          public static void im2col​(MatrixBlock in,
                                    MatrixBlock out,
                                    int r,
                                    int C,
                                    int R,
                                    int S,
                                    int H,
                                    int W,
                                    int P,
                                    int Q,
                                    int stride_h,
                                    int stride_w,
                                    int pad_h,
                                    int pad_w,
                                    boolean trans)

    - #### im2colDenseStride1Pad0

          public static void im2colDenseStride1Pad0​(double[] in,
                                                    double[] out,
                                                    int ai,
                                                    int C,
                                                    int R,
                                                    int S,
                                                    int H,
                                                    int W,
                                                    int P,
                                                    int Q)

    - #### im2colDense

          public static void im2colDense​(double[] in,
                                         double[] out,
                                         int r,
                                         int C,
                                         int R,
                                         int S,
                                         int H,
                                         int W,
                                         int P,
                                         int Q,
                                         int stride_h,
                                         int stride_w,
                                         int pad_h,
                                         int pad_w,
                                         boolean trans)

    - #### im2colSparse

          public static void im2colSparse​(MatrixBlock in,
                                          MatrixBlock out,
                                          int r,
                                          int C,
                                          int R,
                                          int S,
                                          int H,
                                          int W,
                                          int P,
                                          int Q,
                                          int stride_h,
                                          int stride_w,
                                          int pad_h,
                                          int pad_w,
                                          boolean trans)

    - #### col2imOverSingleImage

          public static void col2imOverSingleImage​(int outputN,
                                                   MatrixBlock input,
                                                   DnnParameters params)

    - #### preallocateSparseOutput

          public static void preallocateSparseOutput​(MatrixBlock in,
                                                     MatrixBlock out)