[FFmpeg-devel] [PATCH v7] libavfilter/x86/vf_convolution: add sobel filter optimization and unit test with intel AVX512 VNNI

Xiang, Haihao haihao.xiang at intel.com
Fri Nov 11 05:00:30 EET 2022


On Mon, 2022-11-07 at 05:24 +0000, Xiang, Haihao wrote:
> On Fri, 2022-11-04 at 16:29 +0800, bin.wang-at-intel.com at ffmpeg.org wrote:
> > From: bwang30 <bin.wang at intel.com>
> > 
> > This commit enabled assembly code with intel AVX512 VNNI and added unit test
> > for sobel filter
> > 
> > sobel_c: 4537
> > sobel_avx512icl 2136
> > 
> > Signed-off-by: bwang30 <bin.wang at intel.com>
> > ---
> >  libavfilter/convolution.h             |  74 +++++++++++++
> >  libavfilter/vf_convolution.c          |  91 +++-------------
> >  libavfilter/x86/vf_convolution.asm    | 147 ++++++++++++++++++++++++++
> >  libavfilter/x86/vf_convolution_init.c |  18 ++++
> >  tests/checkasm/Makefile               |   1 +
> >  tests/checkasm/checkasm.c             |   3 +
> >  tests/checkasm/checkasm.h             |   1 +
> >  tests/checkasm/vf_convolution.c       | 104 ++++++++++++++++++
> >  tests/fate/checkasm.mak               |   1 +
> >  9 files changed, 362 insertions(+), 78 deletions(-)
> >  create mode 100644 tests/checkasm/vf_convolution.c
> > 
> > diff --git a/libavfilter/convolution.h b/libavfilter/convolution.h
> > index 88aabe9a20..e44bfb5da8 100644
> > --- a/libavfilter/convolution.h
> > +++ b/libavfilter/convolution.h
> > @@ -21,6 +21,7 @@
> >  #ifndef AVFILTER_CONVOLUTION_H
> >  #define AVFILTER_CONVOLUTION_H
> >  #include "avfilter.h"
> > +#include "libavutil/intreadwrite.h"
> >  
> >  enum MatrixMode {
> >      MATRIX_SQUARE,
> > @@ -61,4 +62,77 @@ typedef struct ConvolutionContext {
> >  } ConvolutionContext;
> >  
> >  void ff_convolution_init_x86(ConvolutionContext *s);
> > +void ff_sobel_init_x86(ConvolutionContext *s, int depth, int nb_planes);
> > +
> > +static void setup_3x3(int radius, const uint8_t *c[], const uint8_t *src,
> > int
> > stride,
> > +                      int x, int w, int y, int h, int bpc)
> > +{
> > +    int i;
> > +
> > +    for (i = 0; i < 9; i++) {
> > +        int xoff = FFABS(x + ((i % 3) - 1));
> > +        int yoff = FFABS(y + (i / 3) - 1);
> > +
> > +        xoff = xoff >= w ? 2 * w - 1 - xoff : xoff;
> > +        yoff = yoff >= h ? 2 * h - 1 - yoff : yoff;
> > +
> > +        c[i] = src + xoff * bpc + yoff * stride;
> > +    }
> > +}
> > +
> > +static void filter_sobel(uint8_t *dst, int width,
> > +                         float scale, float delta, const int *const matrix,
> > +                         const uint8_t *c[], int peak, int radius,
> > +                         int dstride, int stride, int size)
> > +{
> > +    const uint8_t *c0 = c[0], *c1 = c[1], *c2 = c[2];
> > +    const uint8_t *c3 = c[3], *c5 = c[5];
> > +    const uint8_t *c6 = c[6], *c7 = c[7], *c8 = c[8];
> > +    int x;
> > +
> > +    for (x = 0; x < width; x++) {
> > +        float suma = c0[x] * -1 + c1[x] * -2 + c2[x] * -1 +
> > +                     c6[x] *  1 + c7[x] *  2 + c8[x] *  1;
> > +        float sumb = c0[x] * -1 + c2[x] *  1 + c3[x] * -2 +
> > +                     c5[x] *  2 + c6[x] * -1 + c8[x] *  1;
> > +
> > +        dst[x] = av_clip_uint8(sqrtf(suma*suma + sumb*sumb) * scale +
> > delta);
> > +    }
> > +}
> > +
> > +static void filter16_sobel(uint8_t *dstp, int width,
> > +                           float scale, float delta, const int *const
> > matrix,
> > +                           const uint8_t *c[], int peak, int radius,
> > +                           int dstride, int stride, int size)
> > +{
> > +    uint16_t *dst = (uint16_t *)dstp;
> > +    int x;
> > +
> > +    for (x = 0; x < width; x++) {
> > +        float suma = AV_RN16A(&c[0][2 * x]) * -1 + AV_RN16A(&c[1][2 * x]) *
> > -2 + AV_RN16A(&c[2][2 * x]) * -1 +
> > +                     AV_RN16A(&c[6][2 * x]) *  1 + AV_RN16A(&c[7][2 * x])
> > *  2 + AV_RN16A(&c[8][2 * x]) *  1;
> > +        float sumb = AV_RN16A(&c[0][2 * x]) * -1 + AV_RN16A(&c[2][2 * x])
> > *  1 + AV_RN16A(&c[3][2 * x]) * -2 +
> > +                     AV_RN16A(&c[5][2 * x]) *  2 + AV_RN16A(&c[6][2 * x]) *
> > -1 + AV_RN16A(&c[8][2 * x]) *  1;
> > +
> > +        dst[x] = av_clip(sqrtf(suma*suma + sumb*sumb) * scale + delta, 0,
> > peak);
> > +    }
> > +}
> > +
> > +static av_unused void ff_sobel_init(ConvolutionContext *s, int depth, int
> > nb_planes)
> > +{
> > +    for (int i = 0; i < 4; i++) {
> > +        s->filter[i] = filter_sobel;
> > +        s->copy[i] = !((1 << i) & s->planes);
> > +        s->size[i] = 3;
> > +        s->setup[i] = setup_3x3;
> > +        s->rdiv[i] = s->scale;
> > +        s->bias[i] = s->delta;
> > +    }
> > +    if (s->depth > 8)
> > +        for (int i = 0; i < 4; i++)
> > +            s->filter[i] = filter16_sobel;
> > +#if ARCH_X86_64
> > +    ff_sobel_init_x86(s, depth, nb_planes);
> > +#endif
> > +}
> >  #endif
> > diff --git a/libavfilter/vf_convolution.c b/libavfilter/vf_convolution.c
> > index 9a9c099e6d..7762fa2a05 100644
> > --- a/libavfilter/vf_convolution.c
> > +++ b/libavfilter/vf_convolution.c
> > @@ -139,24 +139,6 @@ static void filter16_roberts(uint8_t *dstp, int width,
> >      }
> >  }
> >  
> > -static void filter16_sobel(uint8_t *dstp, int width,
> > -                           float scale, float delta, const int *const
> > matrix,
> > -                           const uint8_t *c[], int peak, int radius,
> > -                           int dstride, int stride, int size)
> > -{
> > -    uint16_t *dst = (uint16_t *)dstp;
> > -    int x;
> > -
> > -    for (x = 0; x < width; x++) {
> > -        float suma = AV_RN16A(&c[0][2 * x]) * -1 + AV_RN16A(&c[1][2 * x]) *
> > -2 + AV_RN16A(&c[2][2 * x]) * -1 +
> > -                     AV_RN16A(&c[6][2 * x]) *  1 + AV_RN16A(&c[7][2 * x])
> > *  2 + AV_RN16A(&c[8][2 * x]) *  1;
> > -        float sumb = AV_RN16A(&c[0][2 * x]) * -1 + AV_RN16A(&c[2][2 * x])
> > *  1 + AV_RN16A(&c[3][2 * x]) * -2 +
> > -                     AV_RN16A(&c[5][2 * x]) *  2 + AV_RN16A(&c[6][2 * x]) *
> > -1 + AV_RN16A(&c[8][2 * x]) *  1;
> > -
> > -        dst[x] = av_clip(sqrtf(suma*suma + sumb*sumb) * scale + delta, 0,
> > peak);
> > -    }
> > -}
> > -
> >  static void filter16_scharr(uint8_t *dstp, int width,
> >                              float scale, float delta, const int *const
> > matrix,
> >                              const uint8_t *c[], int peak, int radius,
> > @@ -261,26 +243,6 @@ static void filter_roberts(uint8_t *dst, int width,
> >      }
> >  }
> >  
> > -static void filter_sobel(uint8_t *dst, int width,
> > -                         float scale, float delta, const int *const matrix,
> > -                         const uint8_t *c[], int peak, int radius,
> > -                         int dstride, int stride, int size)
> > -{
> > -    const uint8_t *c0 = c[0], *c1 = c[1], *c2 = c[2];
> > -    const uint8_t *c3 = c[3], *c5 = c[5];
> > -    const uint8_t *c6 = c[6], *c7 = c[7], *c8 = c[8];
> > -    int x;
> > -
> > -    for (x = 0; x < width; x++) {
> > -        float suma = c0[x] * -1 + c1[x] * -2 + c2[x] * -1 +
> > -                     c6[x] *  1 + c7[x] *  2 + c8[x] *  1;
> > -        float sumb = c0[x] * -1 + c2[x] *  1 + c3[x] * -2 +
> > -                     c5[x] *  2 + c6[x] * -1 + c8[x] *  1;
> > -
> > -        dst[x] = av_clip_uint8(sqrtf(suma*suma + sumb*sumb) * scale +
> > delta);
> > -    }
> > -}
> > -
> >  static void filter_scharr(uint8_t *dst, int width,
> >                            float scale, float delta, const int *const
> > matrix,
> >                            const uint8_t *c[], int peak, int radius,
> > @@ -552,22 +514,6 @@ static void filter_column(uint8_t *dst, int height,
> >      }
> >  }
> >  
> > -static void setup_3x3(int radius, const uint8_t *c[], const uint8_t *src,
> > int
> > stride,
> > -                      int x, int w, int y, int h, int bpc)
> > -{
> > -    int i;
> > -
> > -    for (i = 0; i < 9; i++) {
> > -        int xoff = FFABS(x + ((i % 3) - 1));
> > -        int yoff = FFABS(y + (i / 3) - 1);
> > -
> > -        xoff = xoff >= w ? 2 * w - 1 - xoff : xoff;
> > -        yoff = yoff >= h ? 2 * h - 1 - yoff : yoff;
> > -
> > -        c[i] = src + xoff * bpc + yoff * stride;
> > -    }
> > -}
> > -
> >  static void setup_5x5(int radius, const uint8_t *c[], const uint8_t *src,
> > int
> > stride,
> >                        int x, int w, int y, int h, int bpc)
> >  {
> > @@ -708,6 +654,18 @@ static int param_init(AVFilterContext *ctx)
> >      const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format);
> >      int p, i;
> >  
> > +    s->depth = desc->comp[0].depth;
> > +    s->max = (1 << s->depth) - 1;
> > +
> > +    s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc-
> > > log2_chroma_w);
> > +    s->planewidth[0] = s->planewidth[3] = inlink->w;
> > +    s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc-
> > > log2_chroma_h);
> > +    s->planeheight[0] = s->planeheight[3] = inlink->h;
> > +
> > +    s->nb_planes = av_pix_fmt_count_planes(inlink->format);
> > +    s->nb_threads = ff_filter_get_nb_threads(ctx);
> > +    s->bpc = (s->depth + 7) / 8;
> > +
> >      if (!strcmp(ctx->filter->name, "convolution")) {
> >          for (i = 0; i < 4; i++) {
> >              int *matrix = (int *)s->matrix[i];
> > @@ -804,14 +762,7 @@ static int param_init(AVFilterContext *ctx)
> >              s->bias[i] = s->delta;
> >          }
> >      } else if (!strcmp(ctx->filter->name, "sobel")) {
> > -        for (i = 0; i < 4; i++) {
> > -            s->filter[i] = filter_sobel;
> > -            s->copy[i] = !((1 << i) & s->planes);
> > -            s->size[i] = 3;
> > -            s->setup[i] = setup_3x3;
> > -            s->rdiv[i] = s->scale;
> > -            s->bias[i] = s->delta;
> > -        }
> > +        ff_sobel_init(s, s->depth, s->nb_planes);
> >      } else if (!strcmp(ctx->filter->name, "kirsch")) {
> >          for (i = 0; i < 4; i++) {
> >              s->filter[i] = filter_kirsch;
> > @@ -832,18 +783,6 @@ static int param_init(AVFilterContext *ctx)
> >          }
> >      }
> >  
> > -    s->depth = desc->comp[0].depth;
> > -    s->max = (1 << s->depth) - 1;
> > -
> > -    s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc-
> > > log2_chroma_w);
> > -    s->planewidth[0] = s->planewidth[3] = inlink->w;
> > -    s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc-
> > > log2_chroma_h);
> > -    s->planeheight[0] = s->planeheight[3] = inlink->h;
> > -
> > -    s->nb_planes = av_pix_fmt_count_planes(inlink->format);
> > -    s->nb_threads = ff_filter_get_nb_threads(ctx);
> > -    s->bpc = (s->depth + 7) / 8;
> > -
> >      if (!strcmp(ctx->filter->name, "convolution")) {
> >          if (s->depth > 8) {
> >              for (p = 0; p < s->nb_planes; p++) {
> > @@ -870,10 +809,6 @@ static int param_init(AVFilterContext *ctx)
> >          if (s->depth > 8)
> >              for (p = 0; p < s->nb_planes; p++)
> >                  s->filter[p] = filter16_roberts;
> > -    } else if (!strcmp(ctx->filter->name, "sobel")) {
> > -        if (s->depth > 8)
> > -            for (p = 0; p < s->nb_planes; p++)
> > -                s->filter[p] = filter16_sobel;
> >      } else if (!strcmp(ctx->filter->name, "kirsch")) {
> >          if (s->depth > 8)
> >              for (p = 0; p < s->nb_planes; p++)
> > diff --git a/libavfilter/x86/vf_convolution.asm
> > b/libavfilter/x86/vf_convolution.asm
> > index 754d4d1064..c912d56752 100644
> > --- a/libavfilter/x86/vf_convolution.asm
> > +++ b/libavfilter/x86/vf_convolution.asm
> > @@ -22,6 +22,18 @@
> >  
> >  SECTION_RODATA
> >  half:   dd 0.5
> > +data_p1: dd  1
> > +data_n1: dd -1
> > +data_p2: dd  2
> > +data_n2: dd -2
> > +
> > +ALIGN 64
> > +sobel_perm: db  0, 16, 32, 48,  1, 17, 33, 49,  2, 18, 34, 50,  3, 19, 35,
> > 51
> > +            db  4, 20, 36, 52,  5, 21, 37, 53,  6, 22, 38, 54,  7, 23, 39,
> > 55
> > +            db  8, 24, 40, 56,  9, 25, 41, 57, 10, 26, 42, 58, 11, 27, 43,
> > 59
> > +            db 12, 28, 44, 60, 13, 29, 45, 61, 14, 30, 46, 62, 15, 31, 47,
> > 63
> > +sobel_mulA: db -1,  1, -2,  2
> > +sobel_mulB: db  1, -1,  2, -2
> >  
> >  SECTION .text
> >  
> > @@ -154,3 +166,138 @@ cglobal filter_3x3, 4, 15, 7, dst, width, rdiv, bias,
> > matrix, ptr, c0, c1, c2, c
> >  INIT_XMM sse4
> >  FILTER_3X3
> >  %endif
> > +
> > +%macro SOBEL_MUL 2
> > +    movzx ptrd, byte [c%1q + xq]
> > +    imul  ptrd, [%2]
> > +    add   rd, ptrd
> > +%endmacro
> > +
> > +%macro SOBEL_ADD 1
> > +    movzx ptrd, byte [c%1q + xq]
> > +    add   rd, ptrd
> > +%endmacro
> > +
> > +; void filter_sobel_avx512(uint8_t *dst, int width,
> > +;                      float scale, float delta, const int *const matrix,
> > +;                      const uint8_t *c[], int peak, int radius,
> > +;                      int dstride, int stride)
> > +%macro FILTER_SOBEL 0
> > +%if UNIX64
> > +cglobal filter_sobel, 4, 15, 7, dst, width, matrix, ptr, c0, c1, c2, c3,
> > c4,
> > c5, c6, c7, c8, r, x
> > +%else
> > +cglobal filter_sobel, 4, 15, 7, dst, width, rdiv, bias, matrix, ptr, c0,
> > c1,
> > c2, c3, c4, c5, c6, c7, c8, r, x
> > +%endif
> > +%if WIN64
> > +    SWAP xmm0, xmm2
> > +    SWAP xmm1, xmm3
> > +    mov  r2q, matrixmp
> > +    mov  r3q, ptrmp
> > +    DEFINE_ARGS dst, width, matrix, ptr, c0, c1, c2, c3, c4, c5, c6, c7,
> > c8,
> > r, x
> > +%endif
> > +    movsxdifnidn widthq, widthd
> > +    VBROADCASTSS m0, xmm0
> > +    VBROADCASTSS m1, xmm1
> > +    pxor  m6, m6
> > +    mov   c0q, [ptrq + 0*gprsize]
> > +    mov   c1q, [ptrq + 1*gprsize]
> > +    mov   c2q, [ptrq + 2*gprsize]
> > +    mov   c3q, [ptrq + 3*gprsize]
> > +    mov   c4q, [ptrq + 4*gprsize]
> > +    mov   c5q, [ptrq + 5*gprsize]
> > +    mov   c6q, [ptrq + 6*gprsize]
> > +    mov   c7q, [ptrq + 7*gprsize]
> > +    mov   c8q, [ptrq + 8*gprsize]
> > +
> > +    xor   xq, xq
> > +    cmp   widthq, mmsize/4
> > +    jl .loop2
> > +
> > +    mov   rq, widthq
> > +    and   rq, mmsize/4-1
> > +    sub   widthq, rq
> > +
> > +    mova  m6, [sobel_perm]
> > +.loop1:
> > +    movu          xm3, [c2q + xq]
> > +    pmovzxbd      m5, [c0q + xq]
> > +    vinserti32x4  ym3, [c6q + xq], 1
> > +    pmovzxbd      m4, [c8q + xq]
> > +    vinserti32x4  m2, m3, [c1q + xq], 2
> > +    vinserti32x4  m3, [c5q + xq], 2
> > +    vinserti32x4  m2, [c7q + xq], 3
> > +    vinserti32x4  m3, [c3q + xq], 3
> > +    vpermb        m2, m6, m2
> > +    psubd         m4, m5
> > +    vpermb        m3, m6, m3
> > +    mova          m5, m4
> > +    vpdpbusd      m4, m2, [sobel_mulA] {1to16}
> > +    vpdpbusd      m5, m3, [sobel_mulB] {1to16}
> > +
> > +    cvtdq2ps  m4, m4
> > +    mulps     m4, m4
> > +
> > +    cvtdq2ps    m5, m5
> > +    VFMADD231PS m4, m5, m5
> > +
> > +    sqrtps    m4, m4
> > +    fmaddps m4, m4, m0, m1
> > +    cvttps2dq m4, m4
> > +    vpmovusdb [dstq + xq], m4
> > +
> > +    add xq, mmsize/4
> > +    cmp xq, widthq
> > +    jl .loop1
> > +
> > +    add widthq, rq
> > +    cmp xq, widthq
> > +    jge .end
> > +
> > +.loop2:
> > +    xor  rd, rd
> > +    pxor m4, m4
> > +
> > +    ;Gx
> > +    SOBEL_MUL 0, data_n1
> > +    SOBEL_MUL 1, data_n2
> > +    SOBEL_MUL 2, data_n1
> > +    SOBEL_ADD 6
> > +    SOBEL_MUL 7, data_p2
> > +    SOBEL_ADD 8
> > +
> > +    cvtsi2ss xmm4, rd
> > +    mulss    xmm4, xmm4
> > +
> > +    xor rd, rd
> > +    ;Gy
> > +    SOBEL_MUL 0, data_n1
> > +    SOBEL_ADD 2
> > +    SOBEL_MUL 3, data_n2
> > +    SOBEL_MUL 5, data_p2
> > +    SOBEL_MUL 6, data_n1
> > +    SOBEL_ADD 8
> > +
> > +    cvtsi2ss  xmm5, rd
> > +    fmaddss xmm4, xmm5, xmm5, xmm4
> > +
> > +    sqrtps    xmm4, xmm4
> > +    fmaddss   xmm4, xmm4, xmm0, xmm1     ;sum = sum * rdiv + bias
> > +    cvttps2dq xmm4, xmm4     ; trunc to integer
> > +    packssdw  xmm4, xmm4
> > +    packuswb  xmm4, xmm4
> > +    movd      rd, xmm4
> > +    mov       [dstq + xq], rb
> > +
> > +    add xq, 1
> > +    cmp xq, widthq
> > +    jl .loop2
> > +.end:
> > +    RET
> > +%endmacro
> > +
> > +%if ARCH_X86_64
> > +%if HAVE_AVX512ICL_EXTERNAL
> > +INIT_ZMM avx512icl
> > +FILTER_SOBEL
> > +%endif
> > +%endif
> > diff --git a/libavfilter/x86/vf_convolution_init.c
> > b/libavfilter/x86/vf_convolution_init.c
> > index b78a47d02b..bff10ca1a4 100644
> > --- a/libavfilter/x86/vf_convolution_init.c
> > +++ b/libavfilter/x86/vf_convolution_init.c
> > @@ -29,6 +29,11 @@ void ff_filter_3x3_sse4(uint8_t *dst, int width,
> >                          const uint8_t *c[], int peak, int radius,
> >                          int dstride, int stride, int size);
> >  
> > +void ff_filter_sobel_avx512icl(uint8_t *dst, int width,
> > +                         float scale, float delta, const int *const matrix,
> > +                         const uint8_t *c[], int peak, int radius,
> > +                         int dstride, int stride, int size);
> > +
> >  av_cold void ff_convolution_init_x86(ConvolutionContext *s)
> >  {
> >  #if ARCH_X86_64
> > @@ -44,3 +49,16 @@ av_cold void ff_convolution_init_x86(ConvolutionContext
> > *s)
> >      }
> >  #endif
> >  }
> > +
> > +av_cold void ff_sobel_init_x86(ConvolutionContext *s, int depth, int
> > nb_planes)
> > +{
> > +#if ARCH_X86_64
> > +    int cpu_flags = av_get_cpu_flags();
> > +    for (int i = 0; i < nb_planes; i++) {
> > +        if (depth == 8) {
> > +            if (EXTERNAL_AVX512ICL(cpu_flags))
> > +                s->filter[i] = ff_filter_sobel_avx512icl;
> > +        }
> > +    }
> > +#endif
> > +}
> > diff --git a/tests/checkasm/Makefile b/tests/checkasm/Makefile
> > index 62d6616faf..a6f06c7007 100644
> > --- a/tests/checkasm/Makefile
> > +++ b/tests/checkasm/Makefile
> > @@ -46,6 +46,7 @@ AVFILTEROBJS-$(CONFIG_GBLUR_FILTER)      += vf_gblur.o
> >  AVFILTEROBJS-$(CONFIG_HFLIP_FILTER)      += vf_hflip.o
> >  AVFILTEROBJS-$(CONFIG_THRESHOLD_FILTER)  += vf_threshold.o
> >  AVFILTEROBJS-$(CONFIG_NLMEANS_FILTER)    += vf_nlmeans.o
> > +AVFILTEROBJS-$(CONFIG_SOBEL_FILTER)      += vf_convolution.o
> >  
> >  CHECKASMOBJS-$(CONFIG_AVFILTER) += $(AVFILTEROBJS-yes)
> >  
> > diff --git a/tests/checkasm/checkasm.c b/tests/checkasm/checkasm.c
> > index 421bd096c5..3eb4780a64 100644
> > --- a/tests/checkasm/checkasm.c
> > +++ b/tests/checkasm/checkasm.c
> > @@ -197,6 +197,9 @@ static const struct {
> >      #if CONFIG_THRESHOLD_FILTER
> >          { "vf_threshold", checkasm_check_vf_threshold },
> >      #endif
> > +    #if CONFIG_SOBEL_FILTER
> > +        { "vf_sobel", checkasm_check_vf_sobel },
> > +    #endif
> >  #endif
> >  #if CONFIG_SWSCALE
> >      { "sw_gbrp", checkasm_check_sw_gbrp },
> > diff --git a/tests/checkasm/checkasm.h b/tests/checkasm/checkasm.h
> > index ee9151410e..214918e7ea 100644
> > --- a/tests/checkasm/checkasm.h
> > +++ b/tests/checkasm/checkasm.h
> > @@ -86,6 +86,7 @@ void checkasm_check_vf_eq(void);
> >  void checkasm_check_vf_gblur(void);
> >  void checkasm_check_vf_hflip(void);
> >  void checkasm_check_vf_threshold(void);
> > +void checkasm_check_vf_sobel(void);
> >  void checkasm_check_vp8dsp(void);
> >  void checkasm_check_vp9dsp(void);
> >  void checkasm_check_videodsp(void);
> > diff --git a/tests/checkasm/vf_convolution.c
> > b/tests/checkasm/vf_convolution.c
> > new file mode 100644
> > index 0000000000..007865863e
> > --- /dev/null
> > +++ b/tests/checkasm/vf_convolution.c
> > @@ -0,0 +1,104 @@
> > +/*
> > + * This file is part of FFmpeg.
> > + *
> > + * FFmpeg is free software; you can redistribute it and/or modify
> > + * it under the terms of the GNU General Public License as published by
> > + * the Free Software Foundation; either version 2 of the License, or
> > + * (at your option) any later version.
> > + *
> > + * FFmpeg is distributed in the hope that it will be useful,
> > + * but WITHOUT ANY WARRANTY; without even the implied warranty of
> > + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
> > + * GNU General Public License for more details.
> > + *
> > + * You should have received a copy of the GNU General Public License along
> > + * with FFmpeg; if not, write to the Free Software Foundation, Inc.,
> > + * 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
> > + */
> > +
> > +#include <string.h>
> > +#include "checkasm.h"
> > +#include "libavfilter/avfilter.h"
> > +#include "libavfilter/convolution.h"
> > +#include "libavutil/intreadwrite.h"
> > +#include "libavutil/mem_internal.h"
> > +
> > +#define WIDTH 512
> > +#define HEIGHT 512
> > +#define SRC_STRIDE 512
> > +#define PIXELS (WIDTH * HEIGHT)
> > +
> > +#define randomize_buffers(buf, size)      \
> > +    do {                                  \
> > +        int j;                            \
> > +        uint8_t *tmp_buf = (uint8_t *)buf;\
> > +        for (j = 0; j< size; j++)         \
> > +            tmp_buf[j] = rnd() & 0xFF;    \
> > +    } while (0)
> > +
> > +static void check_sobel(const char * report_name)
> > +{
> > +    LOCAL_ALIGNED_32(uint8_t, src,     [PIXELS]);
> > +    LOCAL_ALIGNED_32(uint8_t, dst_ref, [PIXELS]);
> > +    LOCAL_ALIGNED_32(uint8_t, dst_new, [PIXELS]);
> > +    const int height = WIDTH;
> > +    const int width  = HEIGHT;
> > +    const int stride = SRC_STRIDE;
> > +    const int dstride = SRC_STRIDE;
> > +    int mode = 0;
> > +    const uint8_t *c[49];
> > +    const int radius = 1;
> > +    const int bpc = 1;
> > +    const int step = mode == MATRIX_COLUMN ? 16 : 1;
> > +    const int slice_start = 0;
> > +    const int slice_end = height;
> > +    int y;
> > +    const int sizew = mode == MATRIX_COLUMN ? height : width;
> > +    float scale = 2;
> > +    float delta = 10;
> > +
> > +    ConvolutionContext s;
> > +
> > +    declare_func(void, uint8_t *dst, int width, float scale, float delta,
> > const int *const matrix,
> > +                 const uint8_t *c[], int peak, int radius, int dstride, int
> > stride, int size);
> > +
> > +    s.scale = scale;
> > +    s.delta = delta;
> > +    s.depth = 8;
> > +    s.nb_planes = 3;
> > +    s.planes = 15;
> > +    ff_sobel_init(&s, s.depth, s.nb_planes);
> > +
> > +    memset(dst_ref, 0, PIXELS);
> > +    memset(dst_new, 0, PIXELS);
> > +    randomize_buffers(src, PIXELS);
> > +
> > +    if (check_func(s.filter[0], "%s", report_name)) {
> > +        for (y = slice_start; y < slice_end; y += step) {
> > +            const int xoff = mode == MATRIX_COLUMN ? (y - slice_start) *
> > bpc
> > : radius * bpc;
> > +            const int yoff = mode == MATRIX_COLUMN ? radius * dstride : 0;
> > +
> > +            s.setup[0](radius, c, src, stride, radius, width, y, height,
> > bpc);
> > +            call_ref(dst_ref + yoff + xoff, sizew - 2 * radius,
> > +                     scale, delta, NULL, c, 0, radius,
> > +                     dstride, stride, slice_end - step);
> > +            call_new(dst_new + yoff + xoff, sizew - 2 * radius,
> > +                     scale, delta, NULL, c, 0, radius,
> > +                     dstride, stride, slice_end - step);
> > +            if (memcmp(dst_ref + yoff + xoff, dst_new + yoff + xoff,
> > slice_end - step))
> > +                fail();
> > +            bench_new(dst_new + yoff + xoff, sizew - 2 * radius,
> > +                      scale, delta, NULL, c, 0, radius,
> > +                      dstride, stride, slice_end - step);
> > +            if (mode != MATRIX_COLUMN)
> > +                dst_ref += dstride;
> > +        }
> > +    }
> > +
> > +}
> > +
> > +void checkasm_check_vf_sobel(void)
> > +{
> > +    check_sobel("sobel");
> > +    report("convolution:sobel");
> > +}
> > diff --git a/tests/fate/checkasm.mak b/tests/fate/checkasm.mak
> > index aa9b288e12..a4e95541f5 100644
> > --- a/tests/fate/checkasm.mak
> > +++ b/tests/fate/checkasm.mak
> > @@ -43,6 +43,7 @@ FATE_CHECKASM = fate-checkasm-
> > aacpsdsp                                  \
> >                  fate-checkasm-vf_hflip                                  \
> >                  fate-checkasm-vf_nlmeans                                \
> >                  fate-checkasm-vf_threshold                              \
> > +                fate-checkasm-vf_sobel                                  \
> >                  fate-checkasm-videodsp                                  \
> >                  fate-checkasm-vorbisdsp                                 \
> >                  fate-checkasm-vp8dsp                                    \
> 
> LGTM and it works well for me, I saw a significant FPS improvement when
> running
> the command below. 
> 
> $ ffmpeg -i 1920x1080.mp4 -vf "sobel" -f null -
> 

Does anyone else have any thought on this patch? I will merge it if there are no
more comments. 

Thanks
Haihao



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